From 86c02761565ec1cacf5ab65cd0f1b550da4e176e Mon Sep 17 00:00:00 2001
From: cneicy <im@crash.work>
Date: Tue, 27 Oct 2026 20:43:39 +0800
Subject: [PATCH] feat: publish sanitized custom.97 source

---
 .agents/rules/billing.md                      |    6 +-
 .github/dependabot.yml                        |    6 +
 .github/workflows/ci.yml                      |   17 +-
 .github/workflows/electron-build.yml          |    6 +-
 .github/workflows/release.yml                 |   14 +-
 AGENTS.md                                     |   17 +-
 CUSTOMIZATION.md                              |   15 +-
 Dockerfile                                    |    9 +-
 Dockerfile.affinity-switch                    |    3 -
 Dockerfile.browser-performance                |    4 -
 Dockerfile.candy-test                         |    3 -
 Dockerfile.ccswitch                           |    3 -
 Dockerfile.combined                           |    3 -
 Dockerfile.compact-uptime                     |    3 -
 Dockerfile.deployed                           |    3 -
 Dockerfile.dev                                |    7 +-
 Dockerfile.downgrade-rate                     |    3 -
 Dockerfile.fingerprint-color                  |    3 -
 Dockerfile.fingerprint-runtime                |    4 -
 Dockerfile.group-degradation                  |    3 -
 Dockerfile.group-pricing                      |   24 -
 Dockerfile.local-release                      |    6 +-
 Dockerfile.meow                               |    9 -
 Dockerfile.modeltrace                         |   10 -
 Dockerfile.public-pelican                     |    3 -
 Dockerfile.request-status                     |   47 -
 Dockerfile.stream-health                      |    3 -
 README.en.md                                  |  500 +++---
 README.fr.md                                  |  474 ++----
 README.ja.md                                  |  474 ++----
 README.md                                     |  489 ++----
 README.zh_CN.md                               |  491 +++---
 README.zh_TW.md                               |  476 ++----
 THIRD-PARTY-LICENSES.md                       |  309 ++--
 VERSION                                       |    2 +-
 assets/screenshots/dashboard.en.jpg           |  Bin 0 -> 147327 bytes
 assets/screenshots/dashboard.zh-CN.jpg        |  Bin 0 -> 141385 bytes
 assets/screenshots/models.en.jpg              |  Bin 0 -> 164228 bytes
 assets/screenshots/models.zh-CN.jpg           |  Bin 0 -> 157549 bytes
 assets/screenshots/plugin-marketplace.en.jpg  |  Bin 0 -> 163158 bytes
 .../screenshots/plugin-marketplace.zh-CN.jpg  |  Bin 0 -> 143022 bytes
 assets/screenshots/usage-logs.en.jpg          |  Bin 0 -> 236390 bytes
 assets/screenshots/usage-logs.zh-CN.jpg       |  Bin 0 -> 218658 bytes
 bin/migration_v0.2-v0.3.sql                   |    6 -
 bin/migration_v0.3-v0.4.sql                   |   17 -
 bin/time_test.sh                              |   40 -
 build-fingerprint-backend.sh                  |    9 -
 common/audio.go                               |    4 +-
 common/body_storage.go                        |    2 +-
 common/constants.go                           |   13 +
 common/container_usage.go                     |  174 +++
 common/email.go                               |    4 +-
 common/endpoint_defaults.go                   |    2 +
 common/endpoint_type.go                       |    7 +
 common/env.go                                 |    5 +-
 common/gin.go                                 |  108 +-
 common/gopool.go                              |    3 +-
 common/init.go                                |   20 +-
 common/limiter/limiter.go                     |    2 +-
 common/log_text.go                            |   35 +
 common/log_text.zh-CN.json                    |  854 ++++++++++
 common/message.go                             |   50 +
 common/model.go                               |   20 -
 common/model_test.go                          |   10 +
 common/pprof.go                               |    8 +-
 common/quota.go                               |    5 -
 common/redis.go                               |   34 +-
 common/str.go                                 |    4 +-
 common/sys_log.go                             |    8 +-
 common/system_monitor.go                      |  113 +-
 common/system_monitor_test.go                 |  280 ++++
 common/topup-ratio.go                         |    4 +-
 common/totp.go                                |    5 +-
 common/utils.go                               |   25 -
 constant/channel.go                           |    2 +-
 constant/context_key.go                       |    5 +
 constant/endpoint_type.go                     |    9 +
 controller/access_token.go                    |  319 +++-
 controller/access_token_audit_test.go         |  499 +++++-
 controller/admin_user_verification_test.go    |  389 +++++
 controller/astra_sampling.go                  |   40 +-
 controller/audit.go                           |   17 +-
 controller/auth_session.go                    |    9 +-
 controller/billing_option_test.go             |  146 ++
 controller/bot_balance.go                     |   84 +
 controller/bot_balance_test.go                |  113 ++
 controller/chain_detection.go                 |  156 ++
 controller/channel-billing.go                 |  132 +-
 controller/channel-test.go                    |   42 +-
 controller/channel.go                         |  356 ++---
 controller/channel_affinity_cache.go          |   11 +-
 controller/channel_billing_sub2api_test.go    |  159 ++
 controller/channel_billing_test.go            |   49 +
 controller/channel_priority.go                |   40 +
 controller/channel_task_plugin_bind_test.go   |   66 +
 .../channel_task_plugin_validation_test.go    |   46 +
 controller/channel_test_internal_test.go      |    2 +-
 controller/channel_test_request_test.go       |    4 +
 controller/channel_upstream_update.go         |  141 +-
 controller/channel_upstream_update_test.go    |   17 +-
 controller/checkin.go                         |   26 +-
 controller/ciallo_detection.go                |  118 ++
 controller/codex_usage.go                     |   27 +-
 controller/custom_oauth.go                    |   90 +-
 controller/detection.go                       |   30 +-
 controller/detection_artwork.go               |   41 +
 controller/detection_test.go                  |  460 +++++-
 controller/detection_worker.go                |   99 +-
 controller/email_binding.go                   |   16 +-
 controller/group.go                           |    8 +-
 controller/group_status_events.go             |  117 ++
 controller/group_status_events_test.go        |   74 +
 controller/log.go                             |   32 +-
 controller/log_export_test.go                 |  246 +++
 controller/login_verification.go              |    9 +-
 controller/manxue_artwork_url.go              |   27 -
 controller/midjourney.go                      |   38 +-
 controller/misc.go                            |   59 +-
 controller/model.go                           |    2 +-
 controller/model_management_test.go           |   13 +-
 controller/model_meta.go                      |   10 +-
 ...model_pricing_conversion_endpoints_test.go |   71 +
 controller/model_sync.go                      |    2 +-
 controller/oauth.go                           |   66 +-
 controller/option.go                          |  142 +-
 controller/passkey.go                         |  119 +-
 controller/passkey_test.go                    |   34 +-
 controller/payment_compliance.go              |   10 +-
 .../payment_webhook_availability_test.go      |  116 ++
 controller/perf_metrics.go                    |    8 +-
 controller/performance.go                     |   24 +-
 controller/playground.go                      |    6 +-
 controller/plugin_protocol.go                 |   97 +-
 controller/plugin_protocol_image.go           |  260 ++++
 controller/plugin_protocol_test.go            |  288 ++++
 controller/prefill_group.go                   |    8 +-
 controller/pricing.go                         |   15 +-
 controller/ratio_config.go                    |    6 +-
 controller/ratio_sync.go                      |   32 +-
 controller/redemption.go                      |   40 +-
 controller/relay.go                           |   67 +-
 controller/relay_client_error_test.go         |    8 +-
 controller/relay_log_privacy_test.go          |    2 +-
 controller/relay_task_plugin_test.go          |   97 +-
 controller/responses_websocket.go             |    7 +-
 controller/responses_websocket_test.go        |  130 +-
 controller/secure_verification.go             |   40 +-
 controller/security_account_test.go           |   67 +-
 controller/security_enrollment_test.go        |  455 ++++--
 controller/setup.go                           |   50 +-
 controller/status_page.go                     |    4 +
 controller/subscription.go                    |  110 +-
 controller/subscription_payment_creem.go      |   21 +-
 controller/subscription_payment_epay.go       |   20 +-
 controller/subscription_payment_stripe.go     |   20 +-
 .../subscription_payment_waffo_pancake.go     |   22 +-
 controller/system_task_handlers.go            |    3 +-
 controller/task.go                            |   48 +-
 controller/task_generic_test.go               |  156 +-
 controller/task_plugin.go                     |   58 +-
 controller/task_plugin_test.go                |  162 +-
 controller/theme_compat_test.go               |    2 +-
 controller/token.go                           |   59 +-
 controller/token_test.go                      |  123 ++
 controller/topup.go                           |   95 +-
 controller/topup_creem.go                     |   94 +-
 controller/topup_quota_limit_test.go          |   10 +-
 controller/topup_stripe.go                    |   92 +-
 controller/topup_waffo.go                     |   70 +-
 controller/topup_waffo_pancake.go             |  110 +-
 controller/twofa.go                           |   70 +-
 controller/uptime_kuma.go                     |   74 +-
 controller/uptime_kuma_test.go                |    4 +-
 controller/usedata.go                         |   16 +-
 controller/user.go                            |  301 ++--
 controller/user_manage_test.go                |  140 +-
 controller/user_quota.go                      |    9 +-
 controller/vendor_meta.go                     |    2 +-
 controller/video_proxy.go                     |   29 +-
 controller/vision_detection.go                |  105 ++
 controller/wechat.go                          |   64 +-
 docker-compose.yml                            |    1 +
 docs/authentication.md                        |   31 +-
 docs/group-status-events.md                   |    9 +
 docs/plugin-api/README.md                     |   10 +-
 docs/plugin-api/v1.d.ts                       |   34 +-
 docs/plugin-api/v1.md                         |  221 ++-
 docs/plugin-api/v1.schema.json                |   23 +-
 docs/token-routing-custom18.md                |    2 +-
 dto/task.go                                   |   49 +-
 dto/task_plugin.go                            |   18 +-
 electron/build.sh                             |    8 +-
 electron/icon.png                             |  Bin 31262 -> 37292 bytes
 electron/package-lock.json                    |  301 ++--
 electron/package.json                         |    2 +-
 electron/tray-icon-windows.png                |  Bin 1203 -> 1333 bytes
 electron/tray-iconTemplate.png                |  Bin 459 -> 368 bytes
 electron/tray-iconTemplate@2x.png             |  Bin 754 -> 935 bytes
 go.mod                                        |   29 +-
 go.sum                                        |   39 +-
 i18n/i18n.go                                  |   90 +-
 i18n/i18n_test.go                             |  207 +++
 i18n/keys.go                                  |  410 ++---
 i18n/locales/en.yaml                          |  342 +----
 i18n/locales/zh-CN.yaml                       |  342 +----
 i18n/locales/zh-TW.yaml                       |  342 +----
 logger/logger.go                              |   22 +-
 main.go                                       |   54 +-
 makefile                                      |    2 +
 middleware/access_token_routes.go             |  370 +++++
 middleware/audit.go                           |   23 +-
 middleware/auth.go                            |  289 +++-
 middleware/auth_test.go                       |  202 ++-
 middleware/distributor.go                     |   63 +-
 middleware/distributor_test.go                |   80 +
 middleware/email-verification-rate-limit.go   |   11 +-
 middleware/frontend_static.go                 |  109 ++
 middleware/frontend_static_test.go            |  106 ++
 middleware/header_nav.go                      |    5 +
 middleware/header_nav_test.go                 |   78 +-
 middleware/i18n.go                            |   23 +-
 middleware/model-rate-limit.go                |   37 +-
 middleware/model_rate_limit_test.go           |  109 +-
 middleware/performance.go                     |   34 +-
 middleware/rate-limit.go                      |   26 +-
 middleware/rate_limit_test.go                 |   69 +-
 middleware/recover.go                         |    4 +-
 middleware/request-id.go                      |    4 +
 middleware/secure_verification.go             |   20 +-
 middleware/task_plugin.go                     |  239 +--
 middleware/task_plugin_test.go                |  252 ++-
 middleware/trusted_proxies.go                 |    2 +-
 middleware/turnstile-check.go                 |   10 +-
 middleware/utils.go                           |   13 +-
 model/ability.go                              |   13 +-
 model/audit_log.go                            |   16 +-
 model/auth_flow.go                            |    4 +
 model/bot_balance.go                          |   20 +
 model/channel.go                              |   43 +-
 model/channel_cache.go                        |   14 +-
 model/channel_constraint.go                   |   13 +-
 model/channel_priority.go                     |  244 +++
 model/channel_priority_test.go                |  209 +++
 model/checkin.go                              |   13 +-
 model/detection.go                            |   27 +-
 model/detection_schedule.go                   |    7 +-
 model/detection_schedule_test.go              |   12 +-
 model/frontend_option_migration.go            |    6 +-
 model/gorm_logger.go                          |    2 +-
 model/group_model_performance.go              |  179 +++
 model/group_model_performance_test.go         |  116 ++
 model/log.go                                  |   83 +-
 model/log_other.go                            |   25 +-
 model/log_routing_group_test.go               |   16 +-
 model/main.go                                 |   96 +-
 model/model_pricing_config.go                 |   31 +-
 model/model_pricing_conversion.go             |   65 +-
 model/option.go                               |   20 +-
 model/option_primary_key_migration.go         |    6 +-
 model/passkey.go                              |   27 +-
 model/perf_metric.go                          |   19 +
 model/pricing.go                              |    5 +-
 model/pricing_usage_schema_test.go            |   13 +
 model/quota_reserve.go                        |   13 +-
 model/redemption.go                           |   23 +-
 model/relay_attempt_test.go                   |   27 +
 model/subscription.go                         |   76 +-
 model/subscription_auth_test.go               |    3 +-
 model/subscription_reset_test.go              |    2 +-
 model/task.go                                 |   36 +-
 model/task_cas_test.go                        |    2 +
 model/task_model_alias.go                     |    9 +-
 model/task_plugin.go                          |   94 +-
 model/task_plugin_channel_select_test.go      |   57 +
 model/token.go                                |   54 +-
 model/token_auto_groups_cache_test.go         |   28 +
 model/token_routing.go                        |   14 +-
 model/topup.go                                |  107 +-
 model/twofa.go                                |   14 +-
 model/usedata.go                              |    6 +-
 model/user.go                                 |  170 +-
 model/user_access_token.go                    |  329 ++++
 model/user_authentication_test.go             |   11 +-
 model/user_cache.go                           |    6 +-
 model/user_quota_adjustment.go                |    3 +-
 model/user_session.go                         |   14 +-
 model/user_update_test.go                     |  253 ++-
 model/utils.go                                |    9 +-
 oauth/discord.go                              |   28 +-
 oauth/generic.go                              |   39 +-
 oauth/github.go                               |   37 +-
 oauth/linuxdo.go                              |   25 +-
 oauth/oidc.go                                 |   28 +-
 oauth/registry.go                             |    6 +-
 oauth/types.go                                |   36 +-
 pkg/billingexpr/expr.md                       |   32 +-
 pkg/billingexpr/types.go                      |    1 +
 pkg/jsplugin/engine.go                        |  730 ++++++---
 pkg/jsplugin/engine_test.go                   |  312 ++++
 pkg/jsplugin/fetch.go                         |  292 ++++
 pkg/jsplugin/json_state.go                    |   84 +-
 pkg/jsplugin/registry.go                      |  112 +-
 pkg/jsplugin/registry_test.go                 |   42 +
 pkg/jsplugin/request.go                       |   26 +
 pkg/jsplugin/routing.go                       |  128 +-
 pkg/jsplugin/routing_test.go                  |  148 +-
 pkg/jsplugin/utils.go                         |  245 ++-
 pkg/model_fingerprint/response.go             |   10 +-
 pkg/perf_metrics/flush.go                     |    5 +-
 pkg/perf_metrics/metrics.go                   |  116 +-
 pkg/perf_metrics/metrics_test.go              |  139 ++
 pkg/perf_metrics/outcome.go                   |   14 +-
 pkg/perf_metrics/types.go                     |    3 +
 pkg/wsmanager/wsmanager.go                    |    6 +-
 plugins/alibaba_responses_test.go             |  434 +++++-
 plugins/alibaba_wan3_test.go                  |   12 +-
 plugins/builtin_plugins_test.go               |  265 +++-
 plugins/doubao_responses_test.go              |  985 +++++++++++-
 plugins/google_responses_test.go              |  140 +-
 plugins/hailuo_responses_test.go              |  248 ++-
 plugins/tasks/alibaba/plugin.js               |  757 +++++++--
 plugins/tasks/doubao/plugin.js                |  851 +++++++++-
 plugins/tasks/google/plugin.js                |  100 +-
 plugins/tasks/hailuo/plugin.js                |  223 ++-
 plugins/tasks/jimeng/plugin.js                |   19 +-
 plugins/tasks/kling/plugin.js                 |   27 +-
 plugins/tasks/sora/plugin.js                  |    4 +-
 plugins/tasks/sunoapi/plugin.js               |    4 +-
 plugins/tasks/vertex-ai/plugin.js             |  105 +-
 plugins/tasks/vidu/plugin.js                  |  105 +-
 plugins/tasks/xai/plugin.js                   |  783 ++++++++++
 plugins/vertex_ai_responses_test.go           |   77 +
 plugins/vidu_responses_test.go                |  128 +-
 plugins/xai_responses_test.go                 |  484 ++++++
 relay/alpha_search_handler.go                 |   13 +-
 relay/alpha_search_handler_test.go            |  117 ++
 relay/audio_handler.go                        |    2 +-
 relay/channel/adapter.go                      |    3 +-
 relay/channel/advancedcustom/adaptor.go       |   23 +-
 relay/channel/advancedcustom/adaptor_test.go  |  136 ++
 relay/channel/ali/adaptor.go                  |  116 +-
 relay/channel/ali/adaptor_test.go             |  356 ++---
 relay/channel/ali/dto.go                      |  146 --
 relay/channel/ali/image.go                    |  368 -----
 relay/channel/ali/image_wan.go                |   51 -
 relay/channel/ali/web_search.go               |  163 ++
 relay/channel/api_request.go                  |   37 +-
 relay/channel/aws/adaptor.go                  |   21 +-
 relay/channel/aws/dto.go                      |   21 +-
 relay/channel/aws/mantle.go                   |  144 ++
 relay/channel/aws/relay-aws.go                |    4 +-
 relay/channel/aws/relay_aws_test.go           |  458 ++++++
 relay/channel/baidu/relay-baidu.go            |    4 +-
 relay/channel/claude/adaptor.go               |   12 +-
 relay/channel/claude/adaptor_test.go          |  111 ++
 relay/channel/claude/relay-claude.go          |  103 +-
 relay/channel/claude/relay_claude_test.go     |   98 ++
 relay/channel/claude/relay_responses.go       |    4 +-
 relay/channel/claude/tool_billing_test.go     |  113 +-
 relay/channel/cloudflare/relay_cloudflare.go  |    9 +-
 relay/channel/cohere/relay-cohere.go          |    6 +-
 relay/channel/coze/relay-coze.go              |   10 +-
 relay/channel/deepseek/adaptor.go             |  131 +-
 relay/channel/deepseek/adaptor_test.go        |  270 ++++
 relay/channel/deepseek/constants.go           |   16 +-
 relay/channel/deepseek/web_search.go          |   37 +
 relay/channel/dify/relay-dify.go              |   22 +-
 .../channel/gemini/adaptor_responses_test.go  |   35 +-
 relay/channel/gemini/relay-gemini-native.go   |    5 +-
 relay/channel/gemini/relay-gemini.go          |   87 +-
 .../channel/gemini/relay_gemini_usage_test.go |  205 ++-
 relay/channel/gemini/relay_responses.go       |    4 +-
 relay/channel/jimeng/sign.go                  |    3 +-
 relay/channel/moonshot/adaptor.go             |    8 +-
 relay/channel/moonshot/adaptor_test.go        |   25 +
 relay/channel/ollama/relay-ollama.go          |   54 +-
 relay/channel/ollama/stream.go                |    4 +-
 relay/channel/openai/adaptor.go               |    3 +
 relay/channel/openai/audio.go                 |    7 +-
 relay/channel/openai/chat_via_responses.go    |   96 +-
 .../channel/openai/chat_via_responses_test.go |   55 +
 relay/channel/openai/helper.go                |   56 +-
 relay/channel/openai/relay-openai.go          |   14 +-
 relay/channel/openai/relay_image.go           |    2 +-
 relay/channel/openai/relay_realtime.go        |   14 +-
 relay/channel/openai/relay_responses.go       |   14 +-
 .../openai/relay_responses_billing_test.go    |  147 +-
 relay/channel/openai/responses_via_chat.go    |   63 +-
 relay/channel/openai/web_search.go            |   29 +
 relay/channel/palm/relay-palm.go              |    6 +-
 relay/channel/task/jsplugin/adaptor.go        |  516 +++++--
 relay/channel/task/jsplugin/adaptor_test.go   |  632 +++++++-
 relay/channel/task/jsplugin/auth_test.go      |   78 +
 .../channel/task/jsplugin/performance_test.go |    8 +-
 relay/channel/task/jsplugin/submit_stream.go  |   19 +-
 relay/channel/tencent/relay-tencent.go        |    4 +-
 relay/channel/vertex/adaptor.go               |    7 +-
 .../vertex/adaptor_api_key_url_test.go        |   62 +
 relay/channel/vertex/service_account.go       |   62 +-
 relay/channel/vertex/url_builder.go           |   19 +-
 relay/channel/vertex/url_builder_test.go      |   25 +
 relay/channel/xai/adaptor.go                  |    3 +
 relay/channel/xai/text.go                     |    2 +-
 relay/channel/xai/web_search.go               |   37 +
 relay/channel/xunfei/relay-xunfei.go          |   10 +-
 relay/channel/zhipu/relay-zhipu.go            |   10 +-
 relay/channel/zhipu_4v/adaptor.go             |   15 +-
 relay/channel/zhipu_4v/image.go               |    6 +-
 relay/channel/zhipu_4v/relay-zhipu_v4.go      |   19 +-
 relay/channel/zhipu_4v/web_search.go          |   85 +
 relay/common/conversion_diagnostics.go        |    6 +-
 relay/common/override.go                      |   29 +-
 relay/common/override_test.go                 |  143 ++
 relay/common/relay_info.go                    |   76 +-
 .../common/relay_info_gemini_settings_test.go |   33 +
 relay/common/relay_info_test.go               |   15 +
 relay/common/response_model.go                |   46 +-
 relay/common/response_model_guard.go          |    4 +
 relay/common/tool_usage.go                    |  125 +-
 relay/common/tool_usage_test.go               |  152 +-
 relay/common/upstream_timing.go               |  113 ++
 relay/compatible_handler.go                   |    4 +-
 relay/constant/relay_mode.go                  |    7 +
 relay/constant/relay_mode_test.go             |    2 +
 relay/convert_request_error_test.go           |   71 +-
 relay/deepseek_tools_handler.go               |  127 ++
 relay/gemini_handler.go                       |    4 +-
 relay/helper/billing_expr_request.go          |   13 +-
 relay/helper/common.go                        |   17 +-
 relay/helper/group_price_test.go              |    8 +-
 .../image_generation_resolution_test.go       |    4 +-
 relay/helper/openai_image_request_test.go     |   44 +-
 relay/helper/price.go                         |  100 +-
 relay/helper/price_test.go                    |  205 ++-
 relay/helper/reasoning_suffix_test.go         |   21 +
 relay/helper/stream_scanner.go                |   17 +-
 relay/helper/valid_request.go                 |   31 +-
 relay/image_handler.go                        |   48 +-
 relay/mjproxy_handler.go                      |   35 +-
 relay/plugin_protocol.go                      |   13 +-
 relay/plugin_protocol_test.go                 |    8 +-
 relay/relay_attempt_test.go                   |    3 +-
 relay/relay_task.go                           |   30 +-
 relay/relay_task_test.go                      |   74 +-
 relay/request_billing.go                      |    3 +-
 relay/response_model_test.go                  |  147 +-
 relay/responses_handler.go                    |    2 +-
 relay/responses_websocket.go                  |  156 +-
 relay/responses_websocket_test.go             |   31 +-
 relay/websocket.go                            |    2 +-
 relaykit/README.md                            |  163 +-
 relaykit/dto/channel_settings.go              |   69 +-
 relaykit/dto/channel_settings_test.go         |    4 +
 relaykit/dto/claude.go                        |   95 +-
 relaykit/dto/deepseek_tools_request.go        |   34 +
 relaykit/dto/gemini.go                        |   54 +-
 relaykit/dto/openai_request.go                |   91 +-
 relaykit/dto/openai_response.go               |   32 +-
 relaykit/dto/token_count_meta_test.go         |  100 ++
 relaykit/dto/usage_merge.go                   |   31 +-
 relaykit/dto/usage_merge_test.go              |  100 +-
 relaykit/dto/user_settings.go                 |    2 +
 relaykit/relayconvert/convmeta/meta.go        |   87 ++
 relaykit/relayconvert/convmeta/options.go     |   35 +-
 relaykit/relayconvert/convmeta/websearch.go   |   95 ++
 .../claude_messages/to_oai_chat_req.go        |  131 +-
 .../claude_messages/to_oai_chat_req_test.go   |  151 ++
 .../claude_messages/to_oai_chat_resp.go       |   10 +
 .../claude_messages/to_oai_responses_req.go   |    8 +-
 .../internal/gemini_chat/to_oai_chat_req.go   |  103 +-
 relaykit/relayconvert/internal/media/media.go |   43 +-
 .../oai_chat/to_claude_messages_req.go        |   41 +-
 .../oai_chat/to_claude_messages_resp.go       |   86 +-
 .../internal/oai_chat/to_gemini_chat_req.go   |    9 +-
 .../internal/oai_chat/to_oai_responses_req.go |   24 +-
 .../oai_chat/to_oai_responses_req_test.go     |   31 +
 .../oai_chat/to_oai_responses_resp.go         |   56 +-
 .../oai_chat/to_oai_responses_resp_test.go    |  410 +++++
 .../oai_chat/to_oai_responses_stream_resp.go  |  223 ++-
 .../internal/oai_responses/req_helpers.go     |   25 +
 .../oai_responses/to_claude_messages_req.go   |  117 +-
 .../oai_responses/to_gemini_chat_req.go       |  191 ++-
 .../to_gemini_chat_req_preprocess.go          |  101 --
 .../internal/oai_responses/to_oai_chat_req.go |  219 ++-
 .../oai_responses/to_oai_chat_req_test.go     |  205 ++-
 .../internal/shared/claude/media.go           |   63 +
 .../internal/shared/claude/reasoning.go       |   39 +-
 .../internal/shared/gemini/request.go         |   65 +-
 .../internal/shared/gemini/schema.go          |  285 ++++
 .../relayconvert/internal/toolconv/decode.go  |  142 +-
 .../relayconvert/internal/toolconv/encode.go  |  480 +++++-
 .../relayconvert/internal/toolconv/model.go   |   40 +-
 .../internal/toolconv/policy_test.go          |  178 +++
 relaykit/relayconvert/kitutil/mask.go         |  186 ++-
 relaykit/relayconvert/kitutil/mask_test.go    |  136 ++
 relaykit/relayconvert/reasoning/claude.go     |  165 +-
 relaykit/relayconvert/reasoning/gemini.go     |   13 +-
 relaykit/relayconvert/reasoning/suffix.go     |   91 +-
 relaykit/relayconvert/request_registry.go     |   57 +-
 .../relayconvert/request_registry_test.go     |  371 ++++-
 relaykit/relayconvert/response_registry.go    |    9 +-
 .../relayconvert/response_registry_test.go    |  102 ++
 .../openai_responses_to_openai.golden.json    |    4 +-
 .../openai_to_openai_responses.golden.json    |    1 +
 .../relayconvert/text_converter_registry.go   |    4 +-
 relaykit/types/endpoint_type.go               |    2 +
 relaykit/types/error.go                       |   21 +-
 relaykit/types/relay_format.go                |    1 +
 router/access_token_scope_test.go             |  202 +++
 router/api-router.go                          |   28 +-
 router/channel-router.go                      |   26 +-
 router/channel_router_test.go                 |    2 +
 router/main.go                                |    2 +-
 router/plugin-router.go                       |    6 +-
 router/plugin_router_test.go                  |    2 +-
 router/relay-router.go                        |   18 +-
 router/task-plugin-protocol-router.go         |    8 +
 router/task_plugin_protocol_router_test.go    |    2 +
 router/web-router.go                          |   13 +-
 service/access_token_scope.go                 |  273 ++++
 service/account_security.go                   |   22 +-
 service/astra_sampling.go                     |    3 -
 service/astra_sampling_test.go                |    4 +-
 service/auth_cleanup.go                       |   20 +-
 service/auth_session.go                       |   19 +-
 service/auth_session_test.go                  |   15 +-
 service/auth_token_test.go                    |   22 +
 service/authz/adapter.go                      |    2 +-
 service/authz/enforcer.go                     |    2 +-
 service/automatic_group.go                    |   21 +-
 service/automatic_models_test.go              |   87 +-
 service/billing.go                            |    7 +-
 service/billing_session.go                    |   58 +-
 service/billing_usage.go                      |   54 +
 service/candy.go                              |   19 -
 service/channel.go                            |   21 +-
 service/channel_affinity.go                   |   21 +-
 service/channel_select.go                     |    2 +-
 service/codex_channel_models.go               |   18 +-
 service/codex_credential_refresh_task.go      |   11 +-
 service/detection.go                          |    8 +-
 service/detection_schedule.go                 |   13 +-
 service/detection_status.go                   |   75 +-
 service/download.go                           |    4 +-
 service/email_binding.go                      |   26 +-
 service/error.go                              |   16 +-
 service/file_decoder.go                       |    4 +-
 service/file_service.go                       |    2 +-
 service/group.go                              |    5 +-
 service/group_degradation.go                  |   52 +-
 service/group_degradation_test.go             |  111 +-
 service/group_model_performance.go            |   29 +
 service/group_quality.go                      |   72 +-
 service/group_quality_test.go                 |    3 +-
 service/http.go                               |    4 +-
 service/http_client.go                        |    7 +-
 service/http_client_transport_test.go         |   80 +
 service/http_transport_policy.go              |   11 +-
 service/http_transport_sharded.go             |   17 +-
 service/image.go                              |   10 +-
 service/image_billing.go                      |   18 +-
 service/image_generation_group_test.go        |   12 +-
 service/log_export.go                         |   66 +
 service/log_info_generate.go                  |   11 +-
 service/midjourney.go                         |    9 +-
 service/passkey/service.go                    |   10 +-
 service/passkey/session.go                    |    2 +-
 service/pool_failover.go                      |    9 +-
 service/protected_fetch_client.go             |    2 +-
 service/quota.go                              |  186 ++-
 service/relay_attempt.go                      |    9 +-
 service/relay_attempt_test.go                 |    1 -
 service/relay_error.go                        |    2 +-
 service/relay_error_test.go                   |   73 +-
 service/responses_usage.go                    |   21 +-
 service/responses_usage_test.go               |   33 +-
 service/security_verification.go              |  173 ++-
 service/subscription_reset_task.go            |    7 +-
 service/system_instance.go                    |    2 +-
 service/system_task.go                        |   22 +-
 service/task_billing.go                       |   89 +-
 service/task_billing_test.go                  |   88 +-
 service/task_plugin_view_test.go              |   25 +
 service/task_polling.go                       |  158 +-
 service/task_polling_test.go                  |   60 +-
 service/text_quota.go                         |   69 +-
 service/text_quota_test.go                    |  334 +++-
 service/tiered_settle.go                      |    2 +-
 service/tiered_settle_test.go                 |    5 +-
 service/token_counter.go                      |  192 +--
 service/token_estimator.go                    |  230 ---
 service/token_routing.go                      |   23 +-
 service/token_routing_switch_test.go          |  118 +-
 service/token_routing_test.go                 |  178 ++-
 service/tokenizer.go                          |   63 -
 service/usage_helpr.go                        |    3 +-
 service/user_notify.go                        |   56 +-
 service/user_notify_test.go                   |  191 +++
 service/violation_fee.go                      |    6 +-
 service/vision.go                             |   71 +
 service/vision.png                            |  Bin 0 -> 2128954 bytes
 service/vision_test.go                        |   65 +
 service/waffo_pancake.go                      |    6 +
 service/webhook.go                            |    3 +-
 setting/billing_setting/builtin_billing.go    |   56 +
 .../billing_setting/builtin_billing_test.go   |  125 ++
 setting/billing_setting/tiered_billing.go     |   14 +-
 setting/chat.go                               |    2 +-
 setting/config/config.go                      |    2 +-
 setting/console_setting/validation.go         |  140 +-
 setting/model_setting/global.go               |    5 +-
 setting/model_setting/qwen.go                 |   51 -
 setting/operation_setting/log_setting.go      |   45 +
 setting/operation_setting/quota_setting.go    |   38 +-
 setting/operation_setting/tools.go            |   76 +-
 setting/operation_setting/tools_price_test.go |   49 +-
 setting/rate_limit.go                         |    2 +-
 setting/ratio_setting/group_ratio.go          |    2 +-
 setting/ratio_setting/model_ratio.go          |    4 +-
 setting/sensitive.go                          |    9 +-
 setting/system_setting/task_artifact.go       |    2 +-
 setting/system_setting/task_artifact_store.go |    4 +-
 setting/user_usable_group.go                  |    8 +-
 tokenkit/README.md                            |  125 ++
 tokenkit/go.mod                               |   15 +
 tokenkit/go.sum                               |   14 +
 tokenkit/image.go                             |  290 ++++
 tokenkit/image_test.go                        |  124 ++
 tokenkit/tokenizer.go                         |  102 ++
 tokenkit/tokenkit.go                          |  245 +++
 tokenkit/tokenkit_test.go                     |   83 +
 web/bun.lock                                  |  187 ++-
 web/cc-switch-before.tsx                      |    0
 web/ccswitch45-harness.tsx                    |    0
 web/index.html                                |   18 +-
 web/package.json                              |   19 +-
 web/public/custom-site-icon.png               |  Bin 0 -> 328169 bytes
 web/public/favicon.ico                        |  Bin 15406 -> 49827 bytes
 web/public/logo.png                           |  Bin 9597 -> 13907 bytes
 web/rsbuild.config.ts                         |    9 +
 web/src/assets/brand-icons/icon-alipay.tsx    |   38 +
 web/src/assets/brand-icons/index.ts           |    1 +
 .../__tests__/command-menu.test.tsx           |  130 ++
 .../__tests__/date-picker-locale.test.tsx     |   74 +
 .../__tests__/datetime-picker-time.test.tsx   |   74 +
 .../__tests__/code-block-editor.test.tsx      |   19 +
 web/src/components/ai-elements/code-block.tsx |    3 +-
 .../components/ai-elements/prompt-input.tsx   |    2 +-
 web/src/components/auto-group-order-item.tsx  |  136 ++
 web/src/components/command-menu.tsx           |   25 +-
 web/src/components/config-drawer.tsx          |   25 +-
 .../data-table/core/data-table-row.tsx        |    1 +
 .../data-table/layout/card-grid.tsx           |    1 +
 web/src/components/date-picker.tsx            |    5 +-
 web/src/components/datetime-picker.tsx        |   27 +-
 web/src/components/dialog.tsx                 |    4 +-
 web/src/components/floating-window.tsx        |   33 +-
 .../__tests__/floating-window.test.tsx        |    7 +-
 .../components/authenticated-layout.tsx       |    2 +
 .../components/layout/components/footer.tsx   |    9 +-
 .../layout/components/section-page-layout.tsx |    2 +-
 web/src/components/layout/index.ts            |    5 +-
 .../layout/lib/sidebar-view-registry.ts       |   20 +-
 web/src/components/model-group-selector.tsx   |   21 +-
 .../__tests__/group-detail.test.ts            |   56 +
 .../model-group-selector/group-detail.ts      |   42 +
 web/src/components/multi-select.tsx           |   31 +
 .../__tests__/option-icon.test.tsx            |   53 +
 web/src/components/permission-matrix.tsx      |  238 +++
 .../ui/__tests__/dialog-layout.test.tsx       |  107 ++
 .../components/ui/__tests__/markdown.test.tsx |   68 +
 web/src/components/ui/alert-dialog.tsx        |    2 +-
 web/src/components/ui/combobox-input.tsx      |    6 +-
 web/src/components/ui/combobox.tsx            |    6 +-
 web/src/components/ui/dialog.tsx              |    2 +-
 .../__tests__/theme-boot-script.test.ts       |   95 ++
 .../__tests__/theme-preferences.test.tsx      |  301 ++++
 web/src/context/search-provider.tsx           |    3 -
 .../context/theme-customization-provider.tsx  |   91 +-
 web/src/context/theme-provider.tsx            |   23 +-
 web/src/features/auth/api.ts                  |    7 +-
 .../auth/components/oauth-callback-screen.tsx |    9 +-
 .../passkey/hooks/use-passkey-management.ts   |    3 +-
 .../__tests__/verification-flow.test.tsx      |  141 ++
 .../components/secure-verification-dialog.tsx |   31 +-
 .../hooks/use-secure-verification.ts          |  102 +-
 .../auth/secure-verification/types.ts         |   50 +-
 .../sign-in/components/user-auth-form.tsx     |    2 +-
 web/src/features/auth/types.ts                |    5 +
 web/src/features/channels/api.ts              |   20 +
 .../__tests__/channel-configuration.test.tsx  |  358 ++++-
 ...ls-columns-status-tooltip-content.test.tsx |   77 +
 .../model-mapping-batch-dialog.test.tsx       |  243 ++-
 .../__tests__/model-mapping-editor.test.tsx   |   16 +-
 .../__tests__/param-override-editor.test.tsx  |  355 +++++
 .../__tests__/priority-guide.test.tsx         |  352 +++++
 .../__tests__/priority-order.test.tsx         |  889 +++++++++++
 .../__tests__/provider-selection.test.tsx     |    8 +-
 .../responses-websocket-setting.test.tsx      |   52 +-
 .../__tests__/table-refresh.test.tsx          |  155 ++
 .../upstream-model-selection.test.tsx         |   24 +
 .../__tests__/upstream-update-dialog.test.tsx |  363 +++++
 .../channels/components/channel-card.tsx      |   94 +-
 .../components/channel-priority-context.ts    |   29 +
 .../components/channel-priority-controls.tsx  |  275 ++++
 .../components/channel-priority-demo.tsx      |  261 ++++
 .../components/channel-priority-drop-hint.tsx |   91 ++
 .../components/channel-priority-guide.tsx     |  166 ++
 .../channels/components/channels-columns.tsx  |   10 +-
 .../channels/components/channels-dialogs.tsx  |   10 +-
 .../components/channels-primary-buttons.tsx   |  117 +-
 .../channels/components/channels-provider.tsx |   34 +-
 .../channels/components/channels-table.tsx    |  351 +++--
 .../components/data-table-row-actions.tsx     |   18 +-
 .../dialogs/advanced-custom-editor-dialog.tsx |   50 +-
 .../dialogs/channel-test-dialog.tsx           |    2 +-
 .../components/dialogs/codex-usage-dialog.tsx |    4 +-
 .../components/dialogs/edit-tag-dialog.tsx    |    2 +-
 .../dialogs/multi-key-manage-dialog.tsx       |    5 +-
 .../dialogs/ollama-models-dialog.tsx          |    7 +-
 .../dialogs/param-override-editor-dialog.tsx  |  106 +-
 .../dialogs/upstream-update-dialog.tsx        |  504 +++---
 .../drawers/channel-mutate-drawer.tsx         |  239 ++-
 .../components/model-mapping-batch-dialog.tsx |  559 ++++---
 .../components/model-mapping-editor.tsx       |    5 +
 .../components/model-redirect-panel.tsx       |   78 +-
 .../components/numeric-spinner-input.tsx      |    2 +
 .../components/upstream-model-selection.tsx   |    4 +-
 web/src/features/channels/constants.ts        |   13 +-
 .../hooks/use-channel-priority-drag.ts        |  794 ++++++++++
 .../hooks/use-channel-priority-order.ts       |  251 +++
 .../hooks/use-channel-upstream-updates.ts     |  214 ++-
 .../lib/__tests__/aws-channel.test.ts         |   78 +
 .../lib/__tests__/new-api-channel.test.ts     |  144 ++
 .../lib/__tests__/priority-preview.test.ts    |   94 ++
 .../lib/__tests__/vertex-channel.test.ts      |  114 ++
 .../features/channels/lib/advanced-custom.ts  |   21 +-
 .../features/channels/lib/channel-actions.ts  |    9 +-
 .../channels/lib/channel-configuration.ts     |    2 +
 .../channels/lib/channel-form-errors.ts       |    1 +
 web/src/features/channels/lib/channel-form.ts |   45 +-
 .../channels/lib/channel-plugin-extensions.ts |   45 +-
 .../channels/lib/channel-priority-order.ts    |   86 ++
 .../features/channels/lib/channel-utils.ts    |    2 +-
 web/src/features/channels/types.ts            |    6 +
 .../dashboard/components/flow/flow-charts.tsx |   24 +-
 .../dashboard/lib/__tests__/charts.test.ts    |  156 ++
 web/src/features/dashboard/lib/charts.ts      |   72 +-
 web/src/features/dashboard/lib/flow.test.ts   |   22 +
 web/src/features/dashboard/lib/flow.ts        |   19 +-
 web/src/features/dashboard/types.ts           |   19 +-
 .../errors/__tests__/general-error.test.tsx   |  168 ++
 web/src/features/errors/general-error.tsx     |   29 +-
 .../group-status/__tests__/detection.test.tsx |  123 +-
 .../group-status/__tests__/metrics.test.tsx   |   16 +-
 .../__tests__/status-page.test.tsx            |  142 +-
 .../features/group-status/detection-panel.tsx |   97 +-
 web/src/features/group-status/index.tsx       |    8 +-
 .../group-status/status-page-settings.tsx     |    2 +-
 web/src/features/group-status/status-page.tsx |  132 +-
 .../__tests__/api-addresses.test.tsx          |  216 +++
 .../__tests__/api-keys-mutate-drawer.test.tsx |  122 +-
 .../automatic-routing-settings.test.tsx       |  130 ++
 .../__tests__/group-personalization.test.tsx  |    5 +
 .../keys/components/api-key-group-cell.tsx    |    1 +
 .../components/api-key-group-combobox.tsx     |    7 +-
 .../keys/components/api-keys-columns.tsx      |    1 +
 .../components/api-keys-mutate-drawer.tsx     |   39 +-
 .../components/api-keys-primary-buttons.tsx   |   88 +-
 .../components/auto-group-order-editor.tsx    |  113 +-
 .../components/automatic-routing-settings.tsx |   73 +-
 .../__tests__/cc-switch-dialog.test.tsx       |  127 ++
 .../components/dialogs/cc-switch-dialog.tsx   |    1 +
 .../features/keys/components/group-tags.tsx   |   11 +-
 .../keys/components/routing-pool-editor.tsx   |   41 +-
 .../lib/__tests__/auto-group-form.test.ts     |   49 +-
 web/src/features/keys/types.ts                |   13 +-
 .../pricing-conversion-dialog.tsx             |    2 +-
 .../models/__tests__/metadata-sync.test.tsx   |  193 +++
 .../dialogs/missing-models-dialog.tsx         |    2 +-
 .../dialogs/model-delete-dialog.tsx           |    7 +-
 .../components/dialogs/sync-wizard-dialog.tsx |   68 +-
 .../dialogs/update-config-dialog.tsx          |    2 +-
 .../dialogs/view-details-dialog.tsx           |    2 +-
 .../models/components/models-columns.tsx      |  606 ++++----
 .../models/components/models-table.tsx        |    7 +-
 web/src/features/performance-metrics/api.ts   |    6 +-
 web/src/features/performance-metrics/types.ts |    1 +
 web/src/features/playground/api.ts            |    5 +-
 .../__tests__/message-streaming.test.ts       |  129 ++
 .../lib/message/message-streaming-utils.ts    |    4 +-
 .../lib/storage/__tests__/storage.test.ts     |  109 ++
 .../playground/lib/storage/storage.ts         |   34 +-
 .../playground/lib/streaming/stream-utils.ts  |    5 +-
 web/src/features/playground/types.ts          |    8 +-
 .../pricing/__tests__/dynamic-price.test.ts   |    1 +
 .../pricing/__tests__/group-pricing.test.ts   |  104 +-
 .../pricing/__tests__/model-cards.test.tsx    |  395 ++++-
 .../__tests__/pricing-controls.test.tsx       |   84 +-
 .../pricing/__tests__/sorting.test.ts         |  126 ++
 .../pricing/__tests__/task-expr.test.ts       |   24 +-
 .../__tests__/task-matrix-display.test.ts     |  153 +-
 .../pricing/__tests__/task-matrix.test.ts     |  119 +-
 .../__tests__/task-price-display.test.tsx     |  119 ++
 .../pricing/components/cached-price-cell.tsx  |    6 +-
 .../components/dynamic-pricing-breakdown.tsx  |    7 +-
 .../pricing/components/model-card-grid.tsx    |   37 +-
 .../pricing/components/model-card.tsx         |   32 +-
 .../pricing/components/model-details.tsx      |  114 +-
 .../pricing/components/model-perf-badge.tsx   |   62 +-
 .../pricing/components/model-price-cell.tsx   |    6 +-
 .../pricing/components/pricing-sidebar.tsx    |   73 +-
 web/src/features/pricing/constants.ts         |   16 +-
 .../pricing/hooks/use-billing-time.ts         |   15 +-
 web/src/features/pricing/lib/billing-expr.ts  |    1 +
 .../pricing/lib/billing-expression/README.md  |    2 +-
 .../pricing/lib/billing-expression/display.ts |   56 +-
 .../lib/billing-expression/task-display.ts    |  330 ++++
 .../pricing/lib/breakdown-tier-match.ts       |   25 +-
 web/src/features/pricing/lib/dynamic-price.ts |   35 +-
 web/src/features/pricing/lib/filters.ts       |   80 +-
 web/src/features/pricing/lib/price.ts         |    2 +-
 .../pricing/lib/task-matrix-display.ts        |   35 +-
 .../pricing/lib/task-price-display.ts         |   45 +-
 .../profile/__tests__/settings.test.tsx       |  163 +-
 .../components/profile-settings-card.tsx      |   11 +-
 .../components/tabs/notification-tab.tsx      |  497 +++---
 web/src/features/profile/constants.ts         |    3 -
 web/src/features/profile/index.tsx            |    5 +
 web/src/features/profile/lib/user-settings.ts |   25 +-
 .../redemptions-primary-buttons.tsx           |   11 +-
 .../__tests__/account-security.test.tsx       |   73 +
 .../features/security/__tests__/page.test.tsx |   17 +-
 web/src/features/security/api.ts              |  125 +-
 .../__tests__/access-token-card.test.tsx      |  401 -----
 .../access-token-create-dialog.test.tsx       |  440 ++++++
 .../__tests__/access-tokens-card.test.tsx     |  656 ++++++++
 .../__tests__/login-session-item.test.tsx     |   64 +
 .../security/components/access-token-card.tsx |  221 ---
 .../security/components/access-token-item.tsx |  136 ++
 .../components/access-tokens-card.tsx         |  324 ++++
 .../security/components/account-bindings.tsx  |   14 +-
 .../dialogs/access-token-create-dialog.tsx    |  207 +++
 .../dialogs/access-token-dialog.tsx           |    6 +-
 .../dialogs/access-token-edit-dialog.tsx      |  176 +++
 .../dialogs/delete-account-dialog.tsx         |    8 +-
 .../dialogs/two-fa-setup-dialog.tsx           |   13 +-
 .../components/login-session-item.tsx         |   11 +-
 .../security/components/passkey-card.tsx      |    8 +-
 .../security/hooks/use-access-token.ts        |  128 --
 .../security/hooks/use-access-tokens.ts       |  226 +++
 web/src/features/security/index.tsx           |    4 +-
 .../security/lib/access-token-catalog.ts      |   41 +
 .../security/lib/access-token-schema.ts       |  120 ++
 .../dialogs/user-subscriptions-dialog.tsx     |    5 +-
 .../components/subscriptions-columns.tsx      |    6 +-
 .../subscriptions-mutate-drawer.tsx           |    5 +-
 .../auth/__tests__/oauth-settings.test.tsx    |  339 ++++
 .../components/provider-form-dialog.tsx       |    2 +-
 .../system-settings/auth/oauth-section.tsx    |   18 +-
 .../system-settings/auth/passkey-section.tsx  |    3 +-
 .../system-settings/billing/index.tsx         |    4 +-
 .../billing/section-registry.tsx              |    7 +-
 .../content/announcements-section.tsx         |   24 +-
 .../__tests__/pre-consume-settings.test.tsx   |  147 ++
 .../general/quota-settings-section.tsx        |   78 +-
 .../general/system-info-section.tsx           |   29 +
 .../hooks/use-update-option.ts                |    4 +
 .../__tests__/email-notifications.test.tsx    |  125 ++
 .../integrations/email-settings-section.tsx   |  104 +-
 .../monitoring-settings-section.tsx           |   47 +-
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 .../waffo-pancake-settings-section.tsx        |    6 +-
 .../__tests__/log-settings.test.tsx           |  184 +++
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 .../maintenance/log-settings-section.tsx      |  672 ++------
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 .../__tests__/group-pricing-decimals.test.tsx |   89 ++
 .../models/__tests__/group-settings.test.tsx  |  352 +++++
 .../model-ratio-table-selection.test.tsx      |  125 ++
 .../__tests__/request-simulation.test.tsx     |   17 +
 .../__tests__/task-pricing-copy.test.tsx      |   48 +
 .../__tests__/tool-price-validation.test.tsx  |   35 +
 .../models/channel-selector-dialog.tsx        |    2 +-
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 .../models/group-ratio-form.tsx               |  208 +--
 .../models/group-ratio-visual-editor.tsx      |  369 +++--
 .../models/group-special-usable-editor.tsx    |  109 +-
 .../models/group-tags-editor.tsx              |    2 +-
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 web/src/features/usage-logs/lib/columns.ts    |    4 +-
 web/src/features/usage-logs/lib/export.ts     |  123 ++
 web/src/features/usage-logs/lib/format.ts     |   37 +-
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 .../features/usage-logs/lib/response-model.ts |   54 +
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 web/src/features/usage-logs/types.ts          |   34 +-
 web/src/features/users/api.ts                 |  101 +-
 .../__tests__/group-filter.test.tsx           |  154 ++
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 .../users/components/users-columns.tsx        |  454 +++---
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 .../features/wallet/hooks/use-affiliate.ts    |    9 +-
 .../wallet/hooks/use-waffo-pancake-payment.ts |    5 +-
 .../wallet/hooks/use-waffo-payment.ts         |    5 +-
 .../lib/__tests__/payment-icons.test.tsx      |   50 +
 web/src/features/wallet/lib/format.ts         |    6 +-
 web/src/features/wallet/lib/payment.ts        |   18 +
 web/src/features/wallet/lib/ui.tsx            |   10 +-
 web/src/hooks/use-sidebar-data.ts             |    1 +
 web/src/i18n/languages.test.ts                |   49 +
 web/src/i18n/languages.ts                     |    1 +
 web/src/i18n/locales/en.json                  | 1363 +++++++++++-----
 web/src/i18n/locales/fr.json                  | 1312 ++++++++++++----
 web/src/i18n/locales/ja.json                  | 1310 ++++++++++++----
 web/src/i18n/locales/ru.json                  | 1310 ++++++++++++----
 web/src/i18n/locales/vi.json                  | 1310 ++++++++++++----
 web/src/i18n/locales/zh-TW.json               | 1312 ++++++++++++----
 web/src/i18n/locales/zh.json                  | 1367 ++++++++++++-----
 web/src/i18n/static-keys.ts                   |   97 +-
 web/src/lib/__tests__/dom-utils.test.ts       |   46 +
 web/src/lib/__tests__/lobe-icon.test.tsx      |  144 ++
 web/src/lib/__tests__/model-provider.test.ts  |   69 +
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 web/src/lib/admin-permissions.ts              |   30 +
 web/src/lib/api.ts                            |    1 +
 web/src/lib/dom-utils.ts                      |    7 +-
 web/src/lib/frontend-cache.ts                 |    3 +
 web/src/lib/lobe-icon.tsx                     |  149 +-
 web/src/lib/model-provider.ts                 |   19 +-
 web/src/lib/secure-verification.ts            |    7 +-
 web/src/lib/server-error-message.test.ts      |   55 +-
 web/src/lib/server-error-message.ts           |   31 +-
 web/src/lib/theme-color.ts                    |   71 +
 web/src/lib/theme-customization.ts            |   35 +-
 web/src/lib/theme-storage.ts                  |   57 +
 web/src/routes/_authenticated/users/index.tsx |    2 +-
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 web/src/styles/index.css                      |   21 +-
 web/src/styles/theme-presets.css              |   12 +-
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diff --git a/.agents/rules/billing.md b/.agents/rules/billing.md
index 5fac8de..843948c 100644
--- a/.agents/rules/billing.md
+++ b/.agents/rules/billing.md
@@ -9,7 +9,7 @@ Mandatory conventions for quota, pricing, pre-consume, settlement, refund, and u
 **Billing safety invariants:** Quota/billing code MUST never produce a negative charge (a credit) from arithmetic overflow or unvalidated input. Apply defense in depth:
 
 - Every user-controlled quantity that becomes a billing multiplier (image `n`, video `seconds`/`duration`, resolution/quality ratios, batch counts) MUST be bounded before it reaches quota calculation. Reject out-of-range values at request validation with a 400. Existing bounds: `dto.MaxImageN` for image generation count, `relaycommon.MaxTaskDurationSeconds` for task video duration, `maxTokensLimit` (`relay/helper/valid_request.go`) for `max_tokens`-family fields on every relay format (OpenAI, Claude, Gemini, Responses). Reuse these constants instead of introducing new ad hoc limits for the same concepts. When adding a new relay format or request DTO, bound its max-tokens and count fields in its validator from day one.
-- Watch for validation bypass paths: passthrough fields (e.g. `Extra["parameters"]`), task `metadata` maps, and multipart form fields can carry the same quantities around the standard DTO validation. Any adaptor that reads a multiplier from such a path must enforce the same bound (or clamp) locally.
+- Watch for validation bypass paths: passthrough fields (e.g. `Extra["parameters"]`), task `metadata` maps, and multipart form fields can carry the same quantities around the standard DTO validation. Any adaptor that reads a multiplier from such a path must enforce the same bound (or clamp) locally. For task plugins the host does this: it rejects out-of-range duration and count members at any depth of the decoded request. The one exception is a duration of -1 (the vendor picks the length) for plugins that declare `duration-auto@1`; they must reserve the model's longest duration and settle on the usage the vendor reports.
 - Durations parsed from media metadata are user/upstream-controlled too: audio file headers (transcription token counting, TTS response duration) and upstream deduction numbers (e.g. Kling `FinalUnitDeduction`) can claim absurd values. Convert them with saturation before they become token counts.
 - Never convert a computed quota or token count to `int` with a bare cast like `int(float64(quota) * ratio)`, `int(math.Round(...))` on unbounded input, or `int(decimal.IntPart())`. All quota rounding/conversion is centralized in `common/quota_math.go`; use those helpers: `common.QuotaFromFloat` (truncating) for float products, `common.QuotaRound` (half-away-from-zero) where rounding is intended, and `common.QuotaFromDecimal` for decimal products. `billingexpr.QuotaRound` delegates to `common.QuotaRound`. Do not reintroduce local conversion helpers or bare casts. Single-request saturation stays at the int32 boundary so batch accumulation cannot approach 64-bit wraparound; wallet/top-up conversion uses `common.WalletQuotaFromDecimalStrict` with the JavaScript-safe `common.MaxWalletQuota` boundary. Every clamp/NaN fallback is logged via `common.SysError`.
 - Saturation events are also audited: each helper has a `*Checked` variant (`common.QuotaFromFloatChecked` / `QuotaRoundChecked` / `QuotaFromDecimalChecked`) that additionally returns a `*common.QuotaClamp` when clamping occurred. Billing paths that compute a charge capture that clamp onto `relayInfo.QuotaClamp` (or thread it into task settlement) and, right before writing the consume/task log, call `attachQuotaSaturation` (in `service/log_info_generate.go`) which nests the marker under the log's `other.admin_info.quota_saturation` and emits a request-correlated `logger.LogWarn`. Nesting under `admin_info` makes it admin-only for free (non-admin log views strip `admin_info`). When adding a new billing path, use the `*Checked` variant and surface the clamp the same way so the anomaly stays auditable in both the admin log UI and backend logs.
@@ -18,11 +18,11 @@ Mandatory conventions for quota, pricing, pre-consume, settlement, refund, and u
 - Fields parsed into unsigned types (`*uint`) accept huge positive JSON numbers (e.g. `18446744073686646784`, a wrapped negative); a `>= 0` check is not sufficient, an upper bound is mandatory.
 - Regression tests for these invariants belong with the boundary they protect (request validators, converter helpers). See `relay/helper/openai_image_request_test.go`, `relay/common/relay_utils_test.go`, and `common/quota_math_test.go` for the expected style.
 
-**Upstream image quantity settlement:** The billable image count may be lowered or raised from the upstream response only through `RelayInfo.UpdateImageCount`; a zero or out-of-range count leaves the reserved request quantity in place. Derive the count from image payloads, never from JSON structure:
+**Upstream image quantity settlement:** The billable image count may be lowered or raised from the upstream response only through `RelayInfo.UpdateImageCount` on the HTTP image relay, or through the `image_count` usage fact a task plugin returns on completion; a zero or out-of-range count leaves the reserved request quantity in place. Derive the count from image payloads, never from JSON structure:
 
 - Do NOT count `data` with gjson `data.#`, `len(data)`, or any element count. Providers behind OpenAI-compatible channels return non-standard shapes: `data` as a single object, one image split into a `url` entry and a `b64_json` entry, or entries carrying only `revised_prompt`.
 - An object-shaped `data` is one image when it has a non-empty `url` or `b64_json`, otherwise zero. For arrays the count is `max(entries with non-empty url, entries with non-empty b64_json)`: a standard response uses one `response_format` so this equals the entry count, a split image bills once, and payload-less entries bill nothing. The reference implementation is `openaiImageResponseCount` in `relay/channel/openai/relay_image.go`; reuse it (or the same rule) for any channel that forwards or rebuilds OpenAI-format image responses. The xAI adaptor already inherits it through `OpenaiImageHandler`.
 - When an OpenAI-format JSON body is re-emitted as SSE, forward one `image_generation.completed` event per image payload using the same shape handling (object → one event, payload-less entries dropped). The client must never receive only `[DONE]` while being charged for images.
 - Real SSE streams count `image_generation.completed` / `image_edit.completed` events and only trust a lower count when upstream finished the stream (`done` / `eof`); a client abort must not reduce the charge below the requested quantity.
-- Channels with their own usage field (Ali `usage.image_count`) use that value, bounded by `dto.MaxImageN`, and fall back to the converted response length. Channels that rebuild responses from typed structs count the typed slice; none of them may read `data.#`.
+- Ali (Bailian) image models are served by the `alibaba` task plugin through the `openai_image` host protocol. Its `imageUsage` reads `usage.image_count`, then `usage.output_image_count` (Qwen-Image-3.0), and otherwise counts image payloads flattened across every `choices[].message.content[]` entry and `results[]`; payload-less parts bill nothing, and a fractional, negative, oversized, or payload-inconsistent upstream count keeps the reserved request quantity. Any other channel with its own usage field applies the same order: trust the bounded upstream count first, then count payloads. Channels that rebuild responses from typed structs count the typed slice; none of them may read `data.#`.
 - Regression cases for object, split, and payload-less shapes belong in `relay/channel/openai/image_stream_test.go` (fixed-price, tiered-expression, and JSON-as-SSE forwarding tables). Extend those tables instead of adding new files.
diff --git a/.github/dependabot.yml b/.github/dependabot.yml
new file mode 100644
index 0000000..92902fb
--- /dev/null
+++ b/.github/dependabot.yml
@@ -0,0 +1,6 @@
+version: 2
+updates:
+  - package-ecosystem: "bun"
+    directory: "/web"
+    schedule:
+      interval: "weekly"
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index b5578df..c20540c 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -11,6 +11,8 @@ concurrency:
   group: ci-${{ github.workflow }}-${{ github.ref }}
   cancel-in-progress: true
 
+# Checkout the event commit in both jobs. A PR merge ref can disappear while
+# queued runs start, and a base branch can advance after the merge event.
 jobs:
   backend:
     name: Backend vet, build, and test
@@ -25,7 +27,7 @@ jobs:
         uses: actions/checkout@9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0 # v7.0.0
         with:
           repository: ${{ github.event.pull_request.base.repo.full_name }}
-          ref: ${{ github.event.action == 'closed' && github.event.pull_request.base.ref || github.ref }}
+          ref: ${{ github.sha }}
 
       - name: Set up Go
         uses: actions/setup-go@924ae3a1cded613372ab5595356fb5720e22ba16 # v6.5.0
@@ -34,6 +36,7 @@ jobs:
           cache-dependency-path: |
             go.sum
             relaykit/go.sum
+            tokenkit/go.sum
 
       - name: Create frontend embed placeholder
         run: |
@@ -47,6 +50,10 @@ jobs:
         working-directory: relaykit
         run: go vet ./...
 
+      - name: Vet tokenkit independently
+        working-directory: tokenkit
+        run: go vet ./...
+
       - name: Build root module
         run: go build ./...
 
@@ -54,7 +61,11 @@ jobs:
         working-directory: relaykit
         run: go build ./...
 
-      - name: Test root and relaykit modules
+      - name: Build tokenkit independently
+        working-directory: tokenkit
+        run: go build ./...
+
+      - name: Test root, relaykit, and tokenkit modules
         run: make test
 
   frontend:
@@ -71,7 +82,7 @@ jobs:
         uses: actions/checkout@9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0 # v7.0.0
         with:
           repository: ${{ github.event.pull_request.base.repo.full_name }}
-          ref: ${{ github.event.action == 'closed' && github.event.pull_request.base.ref || github.ref }}
+          ref: ${{ github.sha }}
 
       - name: Set up Bun
         uses: oven-sh/setup-bun@0c5077e51419868618aeaa5fe8019c62421857d6 # v2.2.0
diff --git a/.github/workflows/electron-build.yml b/.github/workflows/electron-build.yml
index 08c57c9..fa0587a 100644
--- a/.github/workflows/electron-build.yml
+++ b/.github/workflows/electron-build.yml
@@ -39,7 +39,7 @@ jobs:
       - name: Setup Go
         uses: actions/setup-go@924ae3a1cded613372ab5595356fb5720e22ba16 # v6.5.0
         with:
-          go-version: '>=1.25.1'
+          go-version: '>=1.26'
 
       - name: Build frontend
         env:
@@ -55,13 +55,13 @@ jobs:
       #   if: runner.os != 'Windows'
       #   run: |
       #     go mod download
-      #     go build -ldflags "-s -w -X 'new-api/common.Version=$(git describe --tags)' -extldflags '-static'" -o new-api
+      #     go build -ldflags "-s -w -X 'github.com/QuantumNous/new-api/common.Version=$(git describe --tags)' -extldflags '-static'" -o new-api
 
       - name: Build Go binary (Windows)
         if: runner.os == 'Windows'
         run: |
           go mod download
-          go build -ldflags "-s -w -X 'new-api/common.Version=$(git describe --tags)'" -o new-api.exe
+          go build -pgo="$(go list -m -f '{{.Dir}}' github.com/Calcium-Ion/moejs)/default.pgo" -ldflags "-s -w -X 'github.com/QuantumNous/new-api/common.Version=$(git describe --tags)'" -o new-api.exe
 
       - name: Update Electron version
         run: |
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index b4bfed3..c942010 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -44,16 +44,16 @@ jobs:
       - name: Set up Go
         uses: actions/setup-go@924ae3a1cded613372ab5595356fb5720e22ba16 # v6.5.0
         with:
-          go-version: '>=1.25.1'
+          go-version: '>=1.26'
       - name: Build Backend (amd64)
         run: |
           go mod download
-          go build -ldflags "-s -w -X 'new-api/common.Version=$VERSION' -extldflags '-static'" -o new-api-$VERSION
+          go build -pgo="$(go list -m -f '{{.Dir}}' github.com/Calcium-Ion/moejs)/default.pgo" -ldflags "-s -w -X 'github.com/QuantumNous/new-api/common.Version=$VERSION' -extldflags '-static'" -o new-api-$VERSION
       - name: Build Backend (arm64)
         run: |
           sudo apt-get update
           DEBIAN_FRONTEND=noninteractive sudo apt-get install -y gcc-aarch64-linux-gnu
-          CC=aarch64-linux-gnu-gcc CGO_ENABLED=1 GOOS=linux GOARCH=arm64 go build -ldflags "-s -w -X 'new-api/common.Version=$VERSION' -extldflags '-static'" -o new-api-arm64-$VERSION
+          CC=aarch64-linux-gnu-gcc CGO_ENABLED=1 GOOS=linux GOARCH=arm64 go build -pgo="$(go list -m -f '{{.Dir}}' github.com/Calcium-Ion/moejs)/default.pgo" -ldflags "-s -w -X 'github.com/QuantumNous/new-api/common.Version=$VERSION' -extldflags '-static'" -o new-api-arm64-$VERSION
       - name: Generate checksums
         run: sha256sum new-api-* > checksums-linux.txt
 
@@ -98,11 +98,11 @@ jobs:
       - name: Set up Go
         uses: actions/setup-go@924ae3a1cded613372ab5595356fb5720e22ba16 # v6.5.0
         with:
-          go-version: '>=1.25.1'
+          go-version: '>=1.26'
       - name: Build Backend
         run: |
           go mod download
-          go build -ldflags "-X 'new-api/common.Version=$VERSION'" -o new-api-macos-$VERSION
+          go build -pgo="$(go list -m -f '{{.Dir}}' github.com/Calcium-Ion/moejs)/default.pgo" -ldflags "-X 'github.com/QuantumNous/new-api/common.Version=$VERSION'" -o new-api-macos-$VERSION
       - name: Generate checksums
         run: shasum -a 256 new-api-macos-* > checksums-macos.txt
 
@@ -149,11 +149,11 @@ jobs:
       - name: Set up Go
         uses: actions/setup-go@924ae3a1cded613372ab5595356fb5720e22ba16 # v6.5.0
         with:
-          go-version: '>=1.25.1'
+          go-version: '>=1.26'
       - name: Build Backend
         run: |
           go mod download
-          go build -ldflags "-s -w -X 'new-api/common.Version=$VERSION'" -o new-api-$VERSION.exe
+          go build -pgo="$(go list -m -f '{{.Dir}}' github.com/Calcium-Ion/moejs)/default.pgo" -ldflags "-s -w -X 'github.com/QuantumNous/new-api/common.Version=$VERSION'" -o new-api-$VERSION.exe
       - name: Generate checksums
         run: sha256sum new-api-*.exe > checksums-windows.txt
 
diff --git a/AGENTS.md b/AGENTS.md
index 7d68eb9..d9abbf4 100644
--- a/AGENTS.md
+++ b/AGENTS.md
@@ -8,18 +8,19 @@ This is an AI API gateway/proxy built with Go. It aggregates 40+ upstream AI pro
 
 ## Tech Stack
 
-- **Backend**: Go 1.25.1 (see each module’s `go.mod`), Gin web framework, GORM v2 ORM
+- **Backend**: Go 1.26 for the root module and `tokenkit/`, Go 1.25.1 for `relaykit/` (see each module’s `go.mod`), Gin web framework, GORM v2 ORM
 - **Frontend**: React 19, TypeScript, Rsbuild 2, TanStack Router/Query/Table, Zustand, Base UI, Tailwind CSS 4
 - **Databases**: SQLite, MySQL, PostgreSQL for the primary database (all three must be supported); a separately configured log database also supports ClickHouse
 - **Cache**: Redis (go-redis) + in-memory cache
 - **Auth**: Browser sessions, API tokens and personal access tokens, JWT, WebAuthn/Passkeys, TOTP, OAuth/OIDC; Casbin authorization in `service/authz/`
-- **Extensions**: JavaScript task plugins executed by Sobek; Electron desktop wrapper
+- **Extensions**: JavaScript task plugins executed by moejs; Electron desktop wrapper
 - **Frontend package manager**: Bun (preferred over npm/yarn/pnpm)
 
 ## Architecture
 
 - The Go gateway handles management APIs, upstream relay, billing, and background tasks across `router/`, `middleware/`, `controller/`, `service/`, `model/`, and `relay/`.
 - `relaykit/` is an independent Go module for protocol DTOs and conversions; transport, authentication, database access, and billing stay in the host.
+- `tokenkit/` is an independent Go module for text and image token counting and estimation; request parsing, file loading, and billing stay in the host.
 - JavaScript task plugins live in `plugins/tasks/`, run through `pkg/jsplugin/`, and integrate with host task polling and settlement.
 - `web/` is the React frontend (see `web/AGENTS.md`); `electron/` is the desktop wrapper.
 
@@ -27,7 +28,11 @@ This is an AI API gateway/proxy built with Go. It aggregates 40+ upstream AI pro
 
 ### Backend (`i18n/`)
 - Library: `nicksnyder/go-i18n/v2`
-- Languages: en, zh
+- Languages: en, zh-CN, zh-TW
+- Scope: text with no web console in between (errors returned to AI clients, emails, notifications), translated with `i18n.T` / `i18n.Translate`
+- Web console API messages are English source text built with `common.NewMessage` / `common.ApiErrorT` / `common.ApiSuccessT`; the frontend translates them, so add each key to all seven frontend locale files
+- Stored log content is `[]*common.Message`; a fail reason written by the gateway is a fixed English sentence that is also a key in the frontend locale files
+- Server log lines are English text passed through `common.LogText`; `DEFAULT_LANGUAGE=zh-CN` prints the Chinese text of the lines that have one in `common/log_text.zh-CN.json`, and is the language of backend messages for a reader who states none
 
 ### Frontend (`web/src/i18n/`)
 - Library: `i18next` + `react-i18next` + `i18next-browser-languagedetector`
@@ -72,10 +77,10 @@ This is an AI API gateway/proxy built with Go. It aggregates 40+ upstream AI pro
 - Remove ineffective `omitempty` tags on non-pointer struct fields only after confirming the active JSON encoder preserves the same output. Do not change field types or omission behavior as part of a style cleanup; optional relay scalar fields must still follow the pointer rules below.
 - Format modified Go files with `gofmt` and remove unused imports after these changes.
 
-**relaykit module independence:** The `relaykit/` Go module MUST remain independently buildable.
+**relaykit and tokenkit module independence:** The `relaykit/` and `tokenkit/` Go modules MUST remain independently buildable.
 
-- Code under `relaykit/` MUST NOT import or depend on packages from the root `new-api` module, or rely on root-only configuration, generated files, or workspace wiring.
-- Any change affecting `relaykit/` or its public APIs MUST be verified with `cd relaykit && GOWORK=off go build ./...`; a successful root-module build is not sufficient.
+- Code under `relaykit/` or `tokenkit/` MUST NOT import or depend on packages from the root `new-api` module, or rely on root-only configuration, generated files, or workspace wiring. `tokenkit/` also MUST NOT depend on `relaykit/`.
+- Any change affecting `relaykit/`, `tokenkit/`, or their public APIs MUST be verified with `GOWORK=off go build ./...` inside that module; a successful root-module build is not sufficient.
 
 **JSON package:** In the root Go module, all JSON marshal/unmarshal operations MUST use the wrapper functions in `common/json.go`:
 
diff --git a/CUSTOMIZATION.md b/CUSTOMIZATION.md
index 88b6816..8e89ec7 100644
--- a/CUSTOMIZATION.md
+++ b/CUSTOMIZATION.md
@@ -1,6 +1,6 @@
 # 自定义版本说明
 
-当前版本为 v1.0.0-rc.38-custom.67-20261004，基于官方 v1.0.0-rc.38，对应 2026-10-04 已部署的自定义源码。
+当前版本为 v1.0.0-rc.45-custom.97，基于官方 v1.0.0-rc.45。
 
 ## 主要定制
 
@@ -12,16 +12,22 @@
 - 主站 /group-status 使用真实分组名并展示全部分组，检测请求使用真实分组标识；独立 uptime 页应用公开展示配置。
 - 渠道每 15 分钟探活，展示最近 18 次记录；正常用户请求可恢复分组正常状态。
 - 两页共用分组行布局，正常与性能下降分组共同优先，同类状态中支持 Astra 的分组排在前面，其他分组使用紧凑布局；鹈鹕样例按时间倒序横向滚动，最新在左，点击缩略图预览。
-- 鹈鹕检测通过 manxue.ai 访客接口请求公开作品，保存可跳转的作品链接；连接失败时本地生成并标记为不确定。
 - 作品脚本在隔离 iframe 中运行，以保留腿部、踏板等动画绘制；缩略图按容器宽度等比缩放。
 
+## custom.97
+
+- 视觉检测区分能力残缺、疑似降智和运行失败，保留各项检测的独立有效结论。
+- 按分组与模型展示吞吐量、首字时间：各自优先使用最近 30 次有效调用，缺少调用时使用测试数据。
+- 自动分组新增高吞吐优先策略；网站图标可通过构建变量配置。
+- Astra 优先分组预设从当前分组池选择，不绑定特定供应商。
+
 ## 从源码构建
 
-    docker build -f Dockerfile.local-release -t local/new-api:v1.0.0-rc.38-custom.67-20261004 .
+    docker build -f Dockerfile.local-release -t local/new-api:v1.0.0-rc.45-custom.97 .
 
 此入口从 Bun、Go 和 Debian 基础镜像构建前端与服务，不要求预先存在旧版 local/new-api 镜像。VERSION 用于编译版本号；Compose 如果设置了 VERSION 环境变量，也应同步更新。
 
-其他 Dockerfile.* 和 build-fingerprint-backend.sh 保留为历史构建参考。部分增量构建文件依赖服务器上的旧版镜像或已编译二进制，新环境请使用 Dockerfile.local-release。
+构建需要 Bun 和 Go 1.26；Dockerfile.local-release 包含完整的前端与后端构建过程。
 
 ## 运行与升级
 
@@ -29,7 +35,6 @@
 
 升级前备份数据库及 Compose 配置，部署后检查容器健康、版本号、主站分组状态和公开 uptime 页面。Uptime Kuma 的停用与域名反向代理属于部署配置，不会仅因替换应用镜像自动完成。
 
-公开作品链接受 manxue.ai 的保留期限约束；没有公开链接的历史作品继续使用本站预览。
 
 ## custom.44 current availability
 
diff --git a/Dockerfile b/Dockerfile
index 32acfe7..81986bf 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -7,7 +7,7 @@ COPY ./web ./
 COPY ./VERSION /build/VERSION
 RUN DISABLE_ESLINT_PLUGIN='true' VITE_REACT_APP_VERSION=$(cat /build/VERSION) bun run build
 
-FROM golang:1.26.1-alpine@sha256:2389ebfa5b7f43eeafbd6be0c3700cc46690ef842ad962f6c5bd6be49ed82039 AS builder2
+FROM golang:1.26.10-alpine@sha256:9ce231b28998b32e116927c61aa5c406183061d4f3f2d61b292c88e7f6bdf7ca AS builder2
 ENV GO111MODULE=on CGO_ENABLED=0 GOWORK=off
 
 ARG TARGETOS
@@ -18,9 +18,10 @@ ENV GOEXPERIMENT=greenteagc
 WORKDIR /build
 
 ADD go.mod go.sum ./
-# relaykit is a local submodule referenced via replace; its go.mod must be
-# present for go mod download to resolve the main module graph.
+# relaykit and tokenkit are local submodules referenced via replace; their
+# go.mod files must be present for go mod download to resolve the main module graph.
 ADD relaykit/go.mod ./relaykit/go.mod
+ADD tokenkit/go.mod ./tokenkit/go.mod
 RUN go mod download
 
 COPY . .
@@ -28,7 +29,7 @@ COPY --from=builder /build/web/dist ./web/dist
 RUN go test ./service -run TestAppendStreamStatusTreatsClientGoneAsDisplayNormal
 RUN go test ./controller -run 'TestClientFacing(OpenAIErrorHidesUpstreamDetails|ClaudeErrorHidesUpstreamDetails|ErrorKeepsLocalValidationMessage)'
 RUN go test ./controller -run TestPublicUpstreamErrorContent
-RUN go build -ldflags "-s -w -X 'github.com/QuantumNous/new-api/common.Version=$(cat VERSION)'" -o new-api
+RUN go build -pgo="$(go list -m -f '{{.Dir}}' github.com/Calcium-Ion/moejs)/default.pgo" -ldflags "-s -w -X 'github.com/QuantumNous/new-api/common.Version=$(cat VERSION)'" -o new-api
 
 FROM debian:bookworm-slim@sha256:f06537653ac770703bc45b4b113475bd402f451e85223f0f2837acbf89ab020a
 
diff --git a/Dockerfile.affinity-switch b/Dockerfile.affinity-switch
deleted file mode 100644
index 2e12b92..0000000
--- a/Dockerfile.affinity-switch
+++ /dev/null
@@ -1,3 +0,0 @@
-FROM local/new-api:v1.0.0-rc.38-custom.45-20260926
-COPY new-api /new-api
-LABEL org.opencontainers.image.version="v1.0.0-rc.38-custom.46-20260927"
diff --git a/Dockerfile.browser-performance b/Dockerfile.browser-performance
deleted file mode 100644
index f8b6166..0000000
--- a/Dockerfile.browser-performance
+++ /dev/null
@@ -1,4 +0,0 @@
-FROM local/new-api:v1.0.0-rc.38-custom.59-20260929
-COPY new-api /new-api
-LABEL org.opencontainers.image.version="v1.0.0-rc.38-custom.60-20260929"
-LABEL custom.patch="browser-performance"
diff --git a/Dockerfile.candy-test b/Dockerfile.candy-test
deleted file mode 100644
index 992f78e..0000000
--- a/Dockerfile.candy-test
+++ /dev/null
@@ -1,3 +0,0 @@
-FROM local/new-api:v1.0.0-rc.38-custom.66-20261004
-COPY new-api /new-api
-LABEL org.opencontainers.image.version="v1.0.0-rc.38-custom.67"
diff --git a/Dockerfile.ccswitch b/Dockerfile.ccswitch
deleted file mode 100644
index 9d2bb83..0000000
--- a/Dockerfile.ccswitch
+++ /dev/null
@@ -1,3 +0,0 @@
-FROM local/new-api:v1.0.0-rc.38-custom.44-20260926
-COPY new-api /new-api
-LABEL org.opencontainers.image.version="v1.0.0-rc.38-custom.45-20260926"
diff --git a/Dockerfile.combined b/Dockerfile.combined
deleted file mode 100644
index 0cc08c9..0000000
--- a/Dockerfile.combined
+++ /dev/null
@@ -1,3 +0,0 @@
-FROM local/new-api:v1.0.0-rc.38-custom.51-20260928
-COPY new-api /new-api
-LABEL custom.patch="automatic-routing-pool-failover-model-costs"
diff --git a/Dockerfile.compact-uptime b/Dockerfile.compact-uptime
deleted file mode 100644
index 1ea2e1f..0000000
--- a/Dockerfile.compact-uptime
+++ /dev/null
@@ -1,3 +0,0 @@
-FROM local/new-api:v1.0.0-rc.38-custom.43-20260926
-COPY new-api /new-api
-LABEL org.opencontainers.image.version="v1.0.0-rc.38-custom.44-20260926"
diff --git a/Dockerfile.deployed b/Dockerfile.deployed
deleted file mode 100644
index dac0392..0000000
--- a/Dockerfile.deployed
+++ /dev/null
@@ -1,3 +0,0 @@
-FROM local/new-api:v1.0.0-rc.38-custom.24-20260923
-COPY new-api /new-api
-LABEL org.opencontainers.image.version="v1.0.0-rc.38-custom.25-20260923"
diff --git a/Dockerfile.dev b/Dockerfile.dev
index 47475e3..9f2419e 100644
--- a/Dockerfile.dev
+++ b/Dockerfile.dev
@@ -1,7 +1,7 @@
 # Backend-only build for frontend development
 # Skips frontend build and uses a placeholder for //go:embed web/dist
 
-FROM golang:1.26.1-alpine AS builder
+FROM golang:1.26.10-alpine@sha256:9ce231b28998b32e116927c61aa5c406183061d4f3f2d61b292c88e7f6bdf7ca AS builder
 
 ENV GO111MODULE=on CGO_ENABLED=0
 ARG TARGETOS
@@ -12,9 +12,10 @@ ENV GOEXPERIMENT=greenteagc
 WORKDIR /build
 
 ADD go.mod go.sum ./
-# relaykit is a local submodule referenced via replace; its go.mod must be
-# present for go mod download to resolve the main module graph.
+# relaykit and tokenkit are local submodules referenced via replace; their
+# go.mod files must be present for go mod download to resolve the main module graph.
 ADD relaykit/go.mod ./relaykit/go.mod
+ADD tokenkit/go.mod ./tokenkit/go.mod
 RUN go mod download
 
 COPY . .
diff --git a/Dockerfile.downgrade-rate b/Dockerfile.downgrade-rate
deleted file mode 100644
index 1e380c5..0000000
--- a/Dockerfile.downgrade-rate
+++ /dev/null
@@ -1,3 +0,0 @@
-FROM local/new-api:v1.0.0-rc.38-custom.50-20260927
-COPY new-api /new-api
-LABEL org.opencontainers.image.version="v1.0.0-rc.38-custom.51-20260928"
diff --git a/Dockerfile.fingerprint-color b/Dockerfile.fingerprint-color
deleted file mode 100644
index 068c5d1..0000000
--- a/Dockerfile.fingerprint-color
+++ /dev/null
@@ -1,3 +0,0 @@
-FROM local/new-api:v1.0.0-rc.38-custom.65-20261004
-COPY new-api /new-api
-LABEL org.opencontainers.image.version="v1.0.0-rc.38-custom.66"
diff --git a/Dockerfile.fingerprint-runtime b/Dockerfile.fingerprint-runtime
deleted file mode 100644
index 151c21c..0000000
--- a/Dockerfile.fingerprint-runtime
+++ /dev/null
@@ -1,4 +0,0 @@
-FROM local/new-api:v1.0.0-rc.38-custom.26-20260923
-COPY new-api /new-api
-COPY LICENSE NOTICE THIRD-PARTY-LICENSES.md /licenses/
-COPY pkg/model_fingerprint/LICENSE-*.txt /licenses/model-fingerprint/
diff --git a/Dockerfile.group-degradation b/Dockerfile.group-degradation
deleted file mode 100644
index 117bbb6..0000000
--- a/Dockerfile.group-degradation
+++ /dev/null
@@ -1,3 +0,0 @@
-FROM local/new-api:v1.0.0-rc.38-custom.47-20260927
-COPY new-api /new-api
-LABEL org.opencontainers.image.version="v1.0.0-rc.38-custom.48-20260927"
diff --git a/Dockerfile.group-pricing b/Dockerfile.group-pricing
deleted file mode 100644
index bee6055..0000000
--- a/Dockerfile.group-pricing
+++ /dev/null
@@ -1,24 +0,0 @@
-FROM oven/bun:1.4.0 AS webbuild
-WORKDIR /build/web
-COPY web/package.json web/bun.lock ./
-RUN bun install --frozen-lockfile
-COPY web ./
-COPY VERSION /build/VERSION
-RUN bun run typecheck
-RUN bun run test src/features/pricing/__tests__/group-pricing.test.ts src/features/pricing/__tests__/dynamic-price.test.ts
-RUN bunx oxlint -c .oxlintrc.json src/features/pricing/types.ts src/features/pricing/lib/dynamic-price.ts src/features/pricing/components/model-card.tsx src/features/pricing/components/model-details.tsx src/features/pricing/__tests__/group-pricing.test.ts
-RUN VITE_REACT_APP_VERSION=$(cat /build/VERSION) bun run build
-
-FROM local/new-api:group-cache-status-tests-20260905 AS build
-ENV CGO_ENABLED=0 GOWORK=off GOEXPERIMENT=greenteagc
-WORKDIR /build
-COPY go.mod go.sum ./
-COPY relaykit/go.mod ./relaykit/go.mod
-RUN go mod download
-COPY . .
-COPY --from=webbuild /build/web/dist ./web/dist
-RUN go test ./relay/helper ./setting/billing_setting ./controller ./service -run 'TestGroupModelPricing|TestModelPriceHelperTiered|TestAppendStreamStatusTreatsClientGoneAsDisplayNormal|TestClientFacing|TestPublicUpstreamErrorContent'
-RUN go build -ldflags "-s -w -X github.com/QuantumNous/new-api/common.Version=$(cat VERSION)" -o /new-api
-
-FROM local/new-api:v1.0.0-rc.30-group-cache-status-20260906-r4
-COPY --from=build /new-api /new-api
diff --git a/Dockerfile.local-release b/Dockerfile.local-release
index 773dc0a..c3dd521 100644
--- a/Dockerfile.local-release
+++ b/Dockerfile.local-release
@@ -3,9 +3,9 @@ WORKDIR /build/web
 COPY web/package.json web/bun.lock ./
 RUN bun install --frozen-lockfile
 COPY web/ ./
-RUN bun run build
+RUN VITE_REACT_APP_FAVICON=/custom-site-icon.png bun run build
 
-FROM golang:1.25.1 AS build
+FROM golang:1.26.10@sha256:672c944cfd07599b5f1bb179869270cdc94c6254e41db4d431259693cb286b82 AS build
 ENV GOMAXPROCS=2 GOFLAGS=-p=2 GO111MODULE=on CGO_ENABLED=0 GOWORK=off
 ARG TARGETOS
 ARG TARGETARCH
@@ -25,7 +25,7 @@ RUN apt-get update \
 COPY --from=build /build/new-api /
 COPY LICENSE NOTICE THIRD-PARTY-LICENSES.md /licenses/
 COPY pkg/model_fingerprint/LICENSE-*.txt /licenses/model-fingerprint/
-LABEL org.opencontainers.image.version="v1.0.0-rc.38-custom.67-20261004"
+LABEL org.opencontainers.image.version="v1.0.0-rc.45-custom.97"
 EXPOSE 3000
 WORKDIR /data
 ENTRYPOINT ["/new-api"]
diff --git a/Dockerfile.meow b/Dockerfile.meow
deleted file mode 100644
index 8d1c5d7..0000000
--- a/Dockerfile.meow
+++ /dev/null
@@ -1,9 +0,0 @@
-FROM debian:bookworm-slim@sha256:f06537653ac770703bc45b4b113475bd402f451e85223f0f2837acbf89ab020a
-RUN apt-get update && apt-get install -y --no-install-recommends ca-certificates tzdata libasan8 wget && rm -rf /var/lib/apt/lists/* && update-ca-certificates
-COPY new-api /new-api
-COPY LICENSE NOTICE THIRD-PARTY-LICENSES.md /licenses/
-COPY pkg/model_fingerprint/LICENSE-*.txt /licenses/model-fingerprint/
-LABEL org.opencontainers.image.version="v1.0.0-rc.38-custom.64"
-EXPOSE 3000
-WORKDIR /data
-ENTRYPOINT ["/new-api"]
diff --git a/Dockerfile.modeltrace b/Dockerfile.modeltrace
deleted file mode 100644
index b24300c..0000000
--- a/Dockerfile.modeltrace
+++ /dev/null
@@ -1,10 +0,0 @@
-FROM debian:bookworm-slim@sha256:f06537653ac770703bc45b4b113475bd402f451e85223f0f2837acbf89ab020a
-RUN apt-get update && apt-get install -y --no-install-recommends ca-certificates tzdata libasan8 wget && rm -rf /var/lib/apt/lists/* && update-ca-certificates
-COPY new-api /new-api
-COPY LICENSE NOTICE THIRD-PARTY-LICENSES.md /licenses/
-COPY pkg/model_fingerprint/LICENSE-*.txt /licenses/model-fingerprint/
-COPY pkg/model_benchmark/LICENSE-*.txt /licenses/model-benchmark/
-LABEL org.opencontainers.image.version="v1.0.0-rc.38-custom.65"
-EXPOSE 3000
-WORKDIR /data
-ENTRYPOINT ["/new-api"]
diff --git a/Dockerfile.public-pelican b/Dockerfile.public-pelican
deleted file mode 100644
index 26fafe5..0000000
--- a/Dockerfile.public-pelican
+++ /dev/null
@@ -1,3 +0,0 @@
-FROM local/new-api:v1.0.0-rc.38-custom.38-20260926
-COPY new-api /new-api
-LABEL org.opencontainers.image.version="v1.0.0-rc.38-custom.39-20260926"
diff --git a/Dockerfile.request-status b/Dockerfile.request-status
deleted file mode 100644
index 989cc50..0000000
--- a/Dockerfile.request-status
+++ /dev/null
@@ -1,47 +0,0 @@
-FROM oven/bun:1.4.0@sha256:5ff609364c049b54eb0ff560ec96319729a972078ef2c755d758f0c6ef89c2d6 AS webdeps
-WORKDIR /build/web
-COPY web/package.json web/bun.lock ./
-RUN bun install --frozen-lockfile
-
-FROM node:24-alpine@sha256:50c8e8ca1d27439048670df5883f32d57cf81cff6233222c893fd0d9884cbd81 AS webbuild
-WORKDIR /build/web
-COPY --from=webdeps /build/web/node_modules ./node_modules
-COPY web ./
-COPY VERSION /build/VERSION
-COPY pkg/billingexpr/testdata /build/pkg/billingexpr/testdata
-RUN npm run typecheck
-RUN node node_modules/vitest/vitest.mjs run src/features/usage-logs/components/__tests__ src/features/system-settings/request-policies src/features/group-status/__tests__ src/features/pricing/__tests__/group-pricing.test.ts src/features/keys/lib/__tests__/auto-group-form.test.ts src/features/keys/components/__tests__/api-keys-mutate-drawer.test.tsx src/features/keys/components/__tests__/astra-cost-notice.test.tsx src/features/channels/components/__tests__/responses-websocket-setting.test.tsx src/features/profile/__tests__/settings.test.tsx
-RUN npx --no-install oxlint -c .oxlintrc.json src/features/group-status src/features/dashboard/types.ts src/features/keys/components/astra-cost-notice.tsx src/features/keys/components/__tests__/astra-cost-notice.test.tsx src/features/keys/components/api-keys-mutate-drawer.tsx src/features/keys/lib/api-key-form.ts src/features/keys/types.ts src/features/channels/components/astra-model-guard-setting.tsx src/features/channels/components/drawers/channel-mutate-drawer.tsx src/features/channels/components/__tests__/responses-websocket-setting.test.tsx src/features/channels/lib/channel-form.ts src/features/channels/lib/channel-configuration.ts src/features/profile/lib/user-settings.ts src/features/profile/types.ts src/features/usage-logs/components/routing-attempts.tsx src/features/usage-logs/components/model-badge.tsx src/features/usage-logs/components/common-logs-filter-bar.tsx
-RUN DISABLE_ESLINT_PLUGIN='true' VITE_REACT_APP_VERSION=$(cat /build/VERSION) npm run build
-
-FROM golang:1.26.1-alpine@sha256:2389ebfa5b7f43eeafbd6be0c3700cc46690ef842ad962f6c5bd6be49ed82039 AS build
-ENV GOMAXPROCS=2 GOFLAGS=-p=2 GO111MODULE=on CGO_ENABLED=0 GOWORK=off GOEXPERIMENT=greenteagc
-ARG TARGETOS
-ARG TARGETARCH
-ENV GOOS=${TARGETOS:-linux} GOARCH=${TARGETARCH:-amd64}
-WORKDIR /build
-ADD go.mod go.sum ./
-ADD relaykit/go.mod ./relaykit/go.mod
-RUN go mod download
-COPY . .
-COPY --from=webbuild /build/web/dist ./web/dist
-RUN go test ./pkg/perf_metrics ./model ./controller ./service ./relay/helper -run 'TestGroupBuckets|TestRequestStatus|TestGroupModelPricing|TestGetEnabledGroupSetRequiresEnabledAbilityAndChannel|TestSelectableGroupsRequireEnabledChannel|TestAddTokenPersistsFixedBackupGroup|TestUpdateTokenAutoGroupsTriStateAndFixedBackup|TestAddTokenRejectsInvalidFixedBackupGroup|TestCacheGetRandomSatisfiedChannelUsesTokenAutoGroupsWhenGlobalAutoIsEmpty|TestCacheGetRandomSatisfiedChannelUsesFixedTokenBackupGroup|TestCacheGetRandomSatisfiedChannelSkipsUnavailableFixedPrimary|TestAppendStreamStatusTreatsClientGoneAsDisplayNormal|TestClientFacingOpenAIErrorHidesUpstreamDetails|TestClientFacingClaudeErrorHidesUpstreamDetails|TestClientFacingErrorKeepsLocalValidationMessage|TestPublicUpstreamErrorContent' -count=1
-RUN go test ./model ./controller ./service -run 'TestChannelGetSettingDefaultsAstraGuardOn|TestFixedBackup|TestShouldSkipRetryAfterChannelAffinityFailure|TestShouldRetryHonorsPinRetryMode|TestGroupPool|TestBuildGroupPoolTiers|TestNextTierIndex|TestGroupAvailability|TestGetGroupPool|TestSetGroupPool' -count=1
-RUN go test ./model ./service ./controller ./relay/helper -run 'TestRequestDetails|TestSelectionTrace|TestResponsesInterruptedStreamHealth|TestResponsesWebSocketReusesConnectionAndSettlesEachRequest|TestStreamScanner' -count=1
-RUN cd relaykit && GOWORK=off go build ./...
-RUN go test ./relay -run 'TestResponseGuard|TestResponseModel' -count=1
-RUN go test ./controller ./middleware ./service -run 'TestTokenAstraMigration|TestRelayAttemptGuardResult|TestRelayAttemptSwitchSafety|TestTokenAuth|TestAstra' -count=1
-RUN go test ./pkg/model_fingerprint ./controller ./service ./router -run 'TestFingerprint|TestAstraSampling|TestSystemTask|TestChannelPermission' -count=1
-RUN go build -ldflags "-s -w -X 'github.com/QuantumNous/new-api/common.Version=$(cat VERSION)'" -o new-api
-
-FROM debian:bookworm-slim@sha256:f06537653ac770703bc45b4b113475bd402f451e85223f0f2837acbf89ab020a
-RUN apt-get update \
-    && apt-get install -y --no-install-recommends ca-certificates tzdata libasan8 wget \
-    && rm -rf /var/lib/apt/lists/* \
-    && update-ca-certificates
-COPY --from=build /build/new-api /
-COPY LICENSE NOTICE THIRD-PARTY-LICENSES.md /licenses/
-COPY pkg/model_fingerprint/LICENSE-*.txt /licenses/model-fingerprint/
-EXPOSE 3000
-WORKDIR /data
-ENTRYPOINT ["/new-api"]
diff --git a/Dockerfile.stream-health b/Dockerfile.stream-health
deleted file mode 100644
index b678637..0000000
--- a/Dockerfile.stream-health
+++ /dev/null
@@ -1,3 +0,0 @@
-FROM local/new-api:v1.0.0-rc.38-custom.49-20260927
-COPY new-api /new-api
-LABEL org.opencontainers.image.version="v1.0.0-rc.38-custom.50-20260927"
diff --git a/README.en.md b/README.en.md
index cd0d551..58b5815 100644
--- a/README.en.md
+++ b/README.en.md
@@ -4,12 +4,13 @@
 
 # New API
 
-🍥 **Next-Generation Large Model Gateway and AI Asset Management System**
+**An AI gateway for models, applications, and agents**
 
 <p align="center">
-  <a href="./README.md">中文</a> | 
-  <strong>English</strong> | 
-  <a href="./README.fr.md">Français</a> | 
+  <a href="./README.zh_CN.md">简体中文</a> |
+  <a href="./README.zh_TW.md">繁體中文</a> |
+  <strong>English</strong> |
+  <a href="./README.fr.md">Français</a> |
   <a href="./README.ja.md">日本語</a>
 </p>
 
@@ -45,26 +46,54 @@
 </p>
 
 <p align="center">
-  <a href="#-quick-start">Quick Start</a> •
-  <a href="#-key-features">Key Features</a> •
-  <a href="#-deployment">Deployment</a> •
-  <a href="#-documentation">Documentation</a> •
-  <a href="#-help-support">Help</a>
+  <a href="#screenshots">Screenshots</a> •
+  <a href="#capabilities">Capabilities</a> •
+  <a href="#quick-start">Quick start</a> •
+  <a href="#deployment">Deployment</a> •
+  <a href="#development">Development</a> •
+  <a href="#documentation">Documentation</a>
 </p>
 
 </div>
 
+---
+
 ## 📝 Project Description
 
-> [!NOTE]  
+New API is a self-hosted AI gateway for applications, agents, and teams. Connect upstream model services, expose a consistent API to your clients, and manage routing, access, usage, and costs in one place.
+
+Use it to share authorized model access across a team, switch providers without configuring every client again, or operate a private multi-model service with a web console. Upstreams include OpenAI, Anthropic, Google Gemini, Azure OpenAI, AWS Bedrock, Vertex AI, DeepSeek, Qwen, and other compatible services.
+
+> [!NOTE]
 > This is an open-source project developed based on [One API](https://github.com/songquanpeng/one-api)
 
-> [!IMPORTANT]  
+<!-- -->
+
+> [!IMPORTANT]
 > - This project is intended solely for lawful and authorized AI API gateway, organization-level authentication, multi-model management, usage analytics, cost accounting, and private deployment scenarios.
 > - Users must lawfully obtain upstream API keys, accounts, model services, and interface permissions, and must comply with upstream terms of service and applicable laws and regulations.
 > - Users should ensure their use complies with upstream terms of service and applicable laws and regulations.
 > - When providing generative AI services to the public, users should comply with applicable regulatory requirements and fulfill all filing, licensing, content safety, real-name verification, log retention, tax, and upstream authorization obligations required by their jurisdiction.
 
+<!-- -->
+
+> [!WARNING]
+> When operating this project as a public generative AI service or API resale service, users should first complete all required filing, licensing, content safety, real-name verification, log retention, tax, payment, and upstream authorization obligations.
+
+---
+
+<a id="screenshots"></a>
+
+## Screenshots
+
+Accounts, channels, plugin installation states, usage, prices, and costs shown below are simulated data. The marketplace displays the official plugin catalog. Click an image to view it at full size.
+
+| Usage dashboard | Plugin marketplace |
+| --- | --- |
+| [![Usage dashboard with simulated requests, costs, and performance metrics](assets/screenshots/dashboard.en.jpg)](assets/screenshots/dashboard.en.jpg) | [![Official plugin marketplace with simulated installation status](assets/screenshots/plugin-marketplace.en.jpg)](assets/screenshots/plugin-marketplace.en.jpg) |
+| **Model square** | **Usage logs** |
+| [![Model square with simulated model pricing and availability](assets/screenshots/models.en.jpg)](assets/screenshots/models.en.jpg) | [![Usage logs with simulated tokens, costs, and response times](assets/screenshots/usage-logs.en.jpg)](assets/screenshots/usage-logs.en.jpg) |
+
 ---
 
 ## 🤝 Trusted Partners
@@ -80,9 +109,6 @@
   <a href="https://bda.pku.edu.cn/" target="_blank">
     <img src="./docs/images/pku.png" alt="Peking University" height="80" />
   </a>
-  <a href="https://www.compshare.cn/?ytag=GPU_yy_gh_newapi" target="_blank">
-    <img src="./docs/images/ucloud.png" alt="UCloud" height="80" />
-  </a>
   <a href="https://www.aliyun.com/" target="_blank">
     <img src="./docs/images/aliyun.png" alt="Alibaba Cloud" height="80" />
   </a>
@@ -107,324 +133,174 @@
 
 ---
 
-## 🚀 Quick Start
+<a id="capabilities"></a>
 
-### Using Docker Compose (Recommended)
+## Capabilities
+
+| Area | What you can do |
+| --- | --- |
+| Model access | Use OpenAI Chat Completions, Responses, Anthropic Messages, and Gemini APIs; stream responses and use tools, reasoning, and multimodal inputs where supported |
+| Routing | Configure model mappings, channel priorities and weights, retries, channel affinity, and multiple upstream keys |
+| Usage and costs | Manage quotas, subscriptions, usage logs, cache accounting, and expression-based pricing for different usage tiers |
+| Access control | Manage users, groups, fine-grained permissions, and API key restrictions; use OAuth/OIDC, passkeys, two-factor authentication, and login session management |
+| Asynchronous tasks | Extend image, video, and other task APIs with JavaScript plugins, including task status and output retrieval |
+| Web console | Configure channels and models, inspect usage and audit logs, and try models in the playground; available in English, Simplified Chinese, Traditional Chinese, French, Japanese, Russian, and Vietnamese |
+
+### Protocols and endpoints
+
+| Interface | Common endpoints |
+| --- | --- |
+| OpenAI Chat / Responses | `POST /v1/chat/completions`, `POST /v1/responses` |
+| Anthropic Messages | `POST /v1/messages` |
+| Gemini | `POST /v1beta/models/{model}:generateContent`, `POST /v1beta/models/{model}:streamGenerateContent` |
+| Realtime / Responses WebSocket | `GET /v1/realtime`, `GET /v1/responses` (WebSocket upgrade) |
+| Images / audio | `/v1/images/generations`, `/v1/images/edits`, `/v1/audio/speech`, `/v1/audio/transcriptions`, `/v1/audio/translations` |
+| Embeddings / rerank | `POST /v1/embeddings`, `POST /v1/rerank` |
+| Task plugins | `POST /v1/tasks/{pluginKey}`, `GET /v1/tasks/{taskId}`, plus routes declared by each plugin |
+
+[RelayKit](./relaykit/README.md) provides request, response, and streaming conversion between the four text protocols. Available features depend on the channel, upstream model, and conversion path; protocol-specific tools and fields may not map exactly. WebSocket support also requires a compatible upstream and channel configuration.
+
+This README describes the current source tree. Check the release notes for the version you deploy.
+
+<a id="quick-start"></a>
+
+## Quick start
+
+### Try locally with Docker
+
+This starts a single instance with SQLite and binds it to localhost:
+
+```bash
+mkdir -p data
+docker run --name new-api -d --restart unless-stopped \
+  -p 127.0.0.1:3000:3000 \
+  -e TZ=Asia/Shanghai \
+  -v "$(pwd)/data:/data" \
+  calciumion/new-api:latest
+```
+
+Open [http://localhost:3000](http://localhost:3000) and complete the setup wizard to create the administrator account. The `data` directory persists the SQLite database across container replacements.
+
+### Make your first request
+
+1. Add a channel with your upstream API key, available models, and group assignment; run a channel test.
+2. Configure model pricing and ensure the user has quota or a valid subscription.
+3. Create an API key in the console with access to the same group and models.
+4. Set your client's base URL to `http://localhost:3000/v1` for OpenAI-compatible clients and use the **New API-issued key**.
+
+Set `NEW_API_KEY` in your shell to that key. List the models accessible to it:
+
+```bash
+curl --fail-with-body http://localhost:3000/v1/models \
+  -H "Authorization: Bearer ${NEW_API_KEY}"
+```
+
+Then call Responses, replacing `your-enabled-model` with an enabled model that supports this interface:
+
+```bash
+curl --fail-with-body http://localhost:3000/v1/responses \
+  -H "Authorization: Bearer ${NEW_API_KEY}" \
+  -H "Content-Type: application/json" \
+  -d '{"model":"your-enabled-model","input":"Hello!"}'
+```
+
+<a id="deployment"></a>
+
+## Deployment
+
+### Docker Compose
+
+The repository's [Compose configuration](./docker-compose.yml) starts **New API + PostgreSQL + Redis** by default. It also contains examples for MySQL and a separate ClickHouse log database.
 
 ```bash
-# Clone the project
 git clone https://github.com/QuantumNous/new-api.git
 cd new-api
-
-# Edit docker-compose.yml configuration
-nano docker-compose.yml
-
-# Start the service
-docker-compose up -d
 ```
 
-<details>
-<summary><strong>Using Docker Commands</strong></summary>
+Before starting, edit `docker-compose.yml`: replace the database and Redis example passwords in both the services and connection strings, and set a persistent random `SESSION_SECRET` (generate one with `openssl rand -hex 32`). For an HTTPS console, configure `SESSION_COOKIE_SECURE=true` and `SESSION_COOKIE_TRUSTED_URL` with its exact public HTTPS origin.
 
 ```bash
-# Pull the latest image
-docker pull calciumion/new-api:latest
-
-# Using SQLite (default)
-docker run --name new-api -d --restart always \
-  -p 3000:3000 \
-  -e TZ=Asia/Shanghai \
-  -v ./data:/data \
-  calciumion/new-api:latest
-
-# Using MySQL
-docker run --name new-api -d --restart always \
-  -p 3000:3000 \
-  -e SQL_DSN="root:123456@tcp(localhost:3306)/oneapi" \
-  -e TZ=Asia/Shanghai \
-  -v ./data:/data \
-  calciumion/new-api:latest
+docker compose up -d
+docker compose logs -f new-api
 ```
 
-> **💡 Tip:** `-v ./data:/data` will save data in the `data` folder of the current directory, you can also change it to an absolute path like `-v /your/custom/path:/data`
+### Storage and configuration
 
-</details>
+| Component | Options |
+| --- | --- |
+| Main database | SQLite, MySQL ≥ 5.7.8, or PostgreSQL ≥ 9.6 |
+| Separate log database | Configure with `LOG_SQL_DSN`; also supports ClickHouse |
+| Cache | Optional Redis plus in-memory caching; use shared Redis when application nodes need shared rate limits |
+| Container platforms | Linux amd64 / arm64 |
 
----
+| Variable | Purpose |
+| --- | --- |
+| `SQL_DSN` | Main database connection; unset uses SQLite |
+| `LOG_SQL_DSN` | Optional separate log database connection |
+| `REDIS_CONN_STRING` | Redis connection string |
+| `SESSION_SECRET` | Persistent authentication secret; all nodes must use the same value |
+| `CRYPTO_SECRET` | Defaults to `SESSION_SECRET`; nodes sharing Redis must use the same effective value |
+| `SESSION_COOKIE_SECURE` | Set to `true` for an HTTPS console; enables Secure refresh cookies and strict refresh/logout origin checks |
+| `SESSION_COOKIE_TRUSTED_URL` | Required in Secure mode: comma-separated exact HTTPS origins, without paths or wildcards; leave unset for local HTTP |
+| `TRUSTED_PROXIES` | Trusted reverse-proxy IPs/CIDRs, or `none`; explicitly configure for your network |
 
-🎉 After deployment is complete, visit `http://localhost:3000` to start using!
+See the [environment example](./.env.example), [environment reference](https://docs.newapi.ai/en/docs/installation/config-maintenance/environment-variables), and [authentication and session guide](./docs/authentication.md) for full configuration. Configure container variables in Compose's `environment` or `env_file`; copying `.env.example` alone does not inject variables into the container.
 
-> [!WARNING]
-> When operating this project as a public generative AI service or API resale service, users should first complete all required filing, licensing, content safety, real-name verification, log retention, tax, payment, and upstream authorization obligations.
+For production, put the console behind HTTPS and configure your reverse proxy for streaming and WebSocket upgrades. Persist and back up the database and mounted data. Multi-node deployments must share the main database and authentication secrets; separate Redis instances or in-memory rate limiters count limits independently per node. The session guide describes propagation behavior for each topology.
 
-📖 For more deployment methods, please refer to [Deployment Guide](https://docs.newapi.pro/en/docs/installation)
+Pin an image version from [Releases](https://github.com/QuantumNous/new-api/releases), review its upgrade notes, and back up before upgrading. The `latest` tag follows published builds and can change; migrations and compatibility must be assessed for your existing installation.
 
----
+<a id="development"></a>
 
-## 📚 Documentation
+## Development and extensions
 
-<div align="center">
+The backend uses Go and Gin. The web console uses React 19, TypeScript, Rsbuild, TanStack, and Tailwind CSS 4. Use Bun for frontend dependencies and scripts; see [go.mod](./go.mod) for the Go language baseline and [Dockerfile](./Dockerfile) for the container build toolchain.
 
-### 📖 [Official Documentation](https://docs.newapi.pro/en/docs) | [![Ask DeepWiki](https://deepwiki.com/badge.svg)](https://deepwiki.com/QuantumNous/new-api)
-
-</div>
-
-**Quick Navigation:**
-
-| Category | Link |
-|------|------|
-| 🚀 Deployment Guide | [Installation Documentation](https://docs.newapi.pro/en/docs/installation) |
-| ⚙️ Environment Configuration | [Environment Variables](https://docs.newapi.pro/en/docs/installation/config-maintenance/environment-variables) |
-| 📡 API Documentation | [API Documentation](https://docs.newapi.pro/en/docs/api) |
-| ❓ FAQ | [FAQ](https://docs.newapi.pro/en/docs/support/faq) |
-| 💬 Community Interaction | [Communication Channels](https://docs.newapi.pro/en/docs/support/community-interaction) |
-
----
-
-## ✨ Key Features
-
-> For detailed features, please refer to [Features Introduction](https://docs.newapi.pro/en/docs/guide/wiki/basic-concepts/features-introduction)
-
-### 🎨 Core Functions
-
-| Feature | Description |
-|------|------|
-| 🎨 New UI | Modern user interface design |
-| 🌍 Multi-language | Supports Chinese, English, French, Japanese |
-| 🔄 Data Compatibility | Fully compatible with the original One API database |
-| 📈 Data Dashboard | Visual console and statistical analysis |
-| 🔒 Permission Management | Token grouping, model restrictions, user management |
-
-### 💰 Authorized Usage Accounting and Billing
-
-- ✅ Internal top-up and quota allocation for lawful authorized scenarios (EPay, Stripe)
-- ✅ Organization-level per-request, usage-based, and cache-hit cost accounting
-- ✅ Cache billing statistics for OpenAI, Azure, DeepSeek, Claude, Qwen, and supported models
-- ✅ Flexible billing policies for internal management or authorized enterprise customers
-
-### 🔐 Authorization and Security
-
-- 😈 Discord authorization login
-- 🤖 LinuxDO authorization login
-- 📱 Telegram authorization login
-- 🔑 OIDC unified authentication
-
-### 🚀 Advanced Features
-
-**API Format Support:**
-- ⚡ [OpenAI Responses](https://docs.newapi.pro/en/docs/api/ai-model/chat/openai/create-response)
-- ⚡ [OpenAI Realtime API](https://docs.newapi.pro/en/docs/api/ai-model/realtime/create-realtime-session) (including Azure)
-- ⚡ [Claude Messages](https://docs.newapi.pro/en/docs/api/ai-model/chat/create-message)
-- ⚡ [Google Gemini](https://doc.newapi.pro/en/api/google-gemini-chat)
-- 🔄 [Rerank Models](https://docs.newapi.pro/en/docs/api/ai-model/rerank/create-rerank) (Cohere, Jina)
-
-**Intelligent Routing:**
-- ⚖️ Channel weighted random
-- 🔄 Automatic retry on failure
-- 🚦 User-level model rate limiting
-
-**Format Conversion:**
-- 🔄 **OpenAI Compatible ⇄ Claude Messages**
-- 🔄 **OpenAI Compatible → Google Gemini**
-- 🔄 **Google Gemini → OpenAI Compatible** - Text only, function calling not supported yet
-- 🚧 **OpenAI Compatible ⇄ OpenAI Responses** - In development
-- 🔄 **Thinking-to-content functionality**
-
-**Reasoning Effort Support:**
-
-<details>
-<summary>View detailed configuration</summary>
-
-**OpenAI series models:**
-- `o3-mini-high` - High reasoning effort
-- `o3-mini-medium` - Medium reasoning effort
-- `o3-mini-low` - Low reasoning effort
-- `gpt-5-high` - High reasoning effort
-- `gpt-5-medium` - Medium reasoning effort
-- `gpt-5-low` - Low reasoning effort
-
-**Claude thinking models:**
-- `claude-3-7-sonnet-20250219-thinking` - Enable thinking mode
-
-**Google Gemini series models:**
-- `gemini-2.5-flash-thinking` - Enable thinking mode
-- `gemini-2.5-flash-nothinking` - Disable thinking mode
-- `gemini-2.5-pro-thinking` - Enable thinking mode
-- `gemini-2.5-pro-thinking-128` - Enable thinking mode with thinking budget of 128 tokens
-- You can also append `-low`, `-medium`, or `-high` to any Gemini model name to request the corresponding reasoning effort (no extra thinking-budget suffix needed).
-
-</details>
-
----
-
-## 🤖 Model Support
-
-> For details, please refer to [API Documentation - Gateway Interface](https://docs.newapi.pro/en/docs/api)
-
-| Model Type | Description | Documentation |
-|---------|------|------|
-| 🤖 OpenAI GPTs | gpt-4-gizmo-* series | - |
-| 🎨 Midjourney-Proxy | [Midjourney-Proxy(Plus)](https://github.com/novicezk/midjourney-proxy) | [Documentation](https://doc.newapi.pro/en/api/midjourney-proxy-image) |
-| 🎵 Suno-API | [Suno API](https://github.com/Suno-API/Suno-API) | [Documentation](https://doc.newapi.pro/en/api/suno-music) |
-| 🔄 Rerank | Cohere, Jina | [Documentation](https://docs.newapi.pro/en/docs/api/ai-model/rerank/create-rerank) |
-| 💬 Claude | Messages format | [Documentation](https://docs.newapi.pro/en/docs/api/ai-model/chat/create-message) |
-| 🌐 Gemini | Google Gemini format | [Documentation](https://doc.newapi.pro/en/api/google-gemini-chat) |
-| 🔧 Dify | ChatFlow mode | - |
-| 🎯 Custom upstream | Supports configuring legally authorized upstream endpoints | - |
-
-### 📡 Supported Interfaces
-
-<details>
-<summary>View complete interface list</summary>
-
-- [Chat Interface (Chat Completions)](https://docs.newapi.pro/en/docs/api/ai-model/chat/openai/create-chat-completion)
-- [Response Interface (Responses)](https://docs.newapi.pro/en/docs/api/ai-model/chat/openai/create-response)
-- [Image Interface (Image)](https://docs.newapi.pro/en/docs/api/ai-model/images/openai/v1-images-generations--post)
-- [Audio Interface (Audio)](https://docs.newapi.pro/en/docs/api/ai-model/audio/openai/create-transcription)
-- [Video Interface (Video)](https://docs.newapi.pro/en/docs/api/ai-model/videos/sora/createvideo)
-- [Embedding Interface (Embeddings)](https://docs.newapi.pro/en/docs/api/ai-model/embeddings/create-embedding)
-- [Rerank Interface (Rerank)](https://docs.newapi.pro/en/docs/api/ai-model/rerank/create-rerank)
-- [Realtime Conversation (Realtime)](https://docs.newapi.pro/en/docs/api/ai-model/realtime/create-realtime-session)
-- [Claude Chat](https://docs.newapi.pro/en/docs/api/ai-model/chat/create-message)
-- [Google Gemini Chat](https://doc.newapi.pro/en/api/google-gemini-chat)
-
-</details>
-
----
-
-## 🚢 Deployment
-
-> [!TIP]
-> **Latest Docker image:** `calciumion/new-api:latest`
-
-### 📋 Deployment Requirements
-
-| Component | Requirement |
-|------|------|
-| **Local database** | SQLite (Docker must mount `/data` directory)|
-| **Remote database** | MySQL ≥ 5.7.8 or PostgreSQL ≥ 9.6 |
-| **Container engine** | Docker / Docker Compose |
-| **System architecture** | 64-bit only (amd64 / arm64); 32-bit systems are not supported |
-
-### ⚙️ Environment Variable Configuration
-
-<details>
-<summary>Common environment variable configuration</summary>
-
-| Variable Name | Description | Default Value |
-|--------|------|--------|
-| `SESSION_SECRET` | Authentication signing secret; must be identical on every node | - |
-| `SESSION_COOKIE_SECURE` | `false`/unset disables the refresh/logout OriginGuard for local HTTP dev proxies; `true` enables the Secure cookie and strict Origin checks | `false` |
-| `SESSION_COOKIE_TRUSTED_URL` | Required with Secure mode: comma-separated exact HTTPS Origins allowed to call refresh/logout; not a relay CORS allowlist | - |
-| `TRUSTED_PROXIES` | Unset/blank trusts loopback, RFC 1918 and IPv6 ULA with a startup warning; `none` trusts no proxies; an explicit proxy IP/CIDR list replaces the defaults | `127.0.0.0/8, ::1, 10.0.0.0/8, 172.16.0.0/12, 192.168.0.0/16, fc00::/7` |
-| `USER_SESSION_ACTIVE_LIMIT` | Maximum active login Sessions per user | `50` |
-| `USER_SESSION_ISSUANCE_LIMIT` | Maximum Sessions created per user within the issuance window, including revoked Sessions | `100` |
-| `USER_SESSION_ISSUANCE_WINDOW_SECONDS` | Per-user Session issuance window; clamped to the revoked retention period when configured higher | `86400` |
-| `USER_SESSION_REVOKED_RETENTION_DAYS` | Days to retain revoked Session rows for audit and issuance accounting | `7` |
-| `USER_SESSION_HOURLY_ALERT_THRESHOLD` | Global Sessions created per hour that triggers an alert only; it never blocks login | `5000` |
-| `CRYPTO_SECRET` | HMAC secret for cache keys; nodes sharing Redis must use the same effective value | Defaults to `SESSION_SECRET` |
-| `SQL_DSN` | Database connection string | - |
-| `REDIS_CONN_STRING` | Redis connection string | - |
-| `STREAMING_TIMEOUT` | Streaming timeout (seconds) | `300` |
-| `STREAM_SCANNER_MAX_BUFFER_MB` | Max per-line buffer (MB) for the stream scanner; increase when upstream sends huge image/base64 payloads | `64` |
-| `MAX_REQUEST_BODY_MB` | Max request body size (MB, counted **after decompression**; prevents huge requests/zip bombs from exhausting memory). Exceeding it returns `413` | `32` |
-| `AZURE_DEFAULT_API_VERSION` | Azure API version | `2025-04-01-preview` |
-| `ERROR_LOG_ENABLED` | Error log switch | `false` |
-| `PYROSCOPE_URL` | Pyroscope server address | - |
-| `PYROSCOPE_APP_NAME` | Pyroscope application name | `new-api` |
-| `PYROSCOPE_BASIC_AUTH_USER` | Pyroscope basic auth user | - |
-| `PYROSCOPE_BASIC_AUTH_PASSWORD` | Pyroscope basic auth password | - |
-| `PYROSCOPE_MUTEX_RATE` | Pyroscope mutex sampling rate | `5` |
-| `PYROSCOPE_BLOCK_RATE` | Pyroscope block sampling rate | `5` |
-| `HOSTNAME` | Hostname tag for Pyroscope | `new-api` |
-
-📖 **Complete configuration:** [Environment Variables Documentation](https://docs.newapi.pro/en/docs/installation/config-maintenance/environment-variables)
-
-</details>
-
-### 🔧 Deployment Methods
-
-<details>
-<summary><strong>Method 1: Docker Compose (Recommended)</strong></summary>
+Build the frontend before starting the backend, which embeds `web/dist`:
 
 ```bash
-# Clone the project
-git clone https://github.com/QuantumNous/new-api.git
-cd new-api
-
-# Edit configuration
-nano docker-compose.yml
-
-# Start service
-docker-compose up -d
+# Repository root
+cd web
+bun install --frozen-lockfile
+bun run build
+cd ..
+go run .
 ```
 
-</details>
+In a second terminal, start the frontend development server:
 
-<details>
-<summary><strong>Method 2: Docker Commands</strong></summary>
-
-**Using SQLite:**
 ```bash
-docker run --name new-api -d --restart always \
-  -p 3000:3000 \
-  -e TZ=Asia/Shanghai \
-  -v ./data:/data \
-  calciumion/new-api:latest
+cd web
+bun run dev -- --port 5173
 ```
 
-**Using MySQL:**
-```bash
-docker run --name new-api -d --restart always \
-  -p 3000:3000 \
-  -e SQL_DSN="root:123456@tcp(localhost:3306)/oneapi" \
-  -e TZ=Asia/Shanghai \
-  -v ./data:/data \
-  calciumion/new-api:latest
-```
+Open [http://localhost:5173](http://localhost:5173); the development server proxies API requests to the backend on port 3000. For a containerized development backend, see [docker-compose.dev.yml](./docker-compose.dev.yml) and the `make dev` target in [makefile](./makefile).
 
-> **💡 Path explanation:** 
-> - `./data:/data` - Relative path, data saved in the data folder of the current directory
-> - You can also use absolute path, e.g.: `/your/custom/path:/data`
+| Location | Responsibility |
+| --- | --- |
+| `router/`, `middleware/`, `controller/` | HTTP routes, access checks, and API handlers |
+| `relay/` | Upstream adapters and request routing |
+| `service/`, `model/` | Business logic and persistence |
+| [relaykit/](./relaykit/README.md) | Independently buildable Go module for protocol DTOs and conversions |
+| [plugins/tasks/](./plugins/tasks/) | JavaScript task plugins; see [Task Plugin API v1](./docs/plugin-api/v1.md) for authoring and host boundaries |
+| `web/` | Web console; see [frontend conventions](./web/AGENTS.md) |
+| [electron/](./electron/README.md) | Desktop wrapper and packaging |
 
-</details>
+Read [AGENTS.md](./AGENTS.md) before contributing. Run checks appropriate to your change, including `make test` for the Go modules and `bun run typecheck`, `bun run lint`, `bun run test`, and `bun run build` in `web/` for frontend changes. Changes to RelayKit must also pass `GOWORK=off go build ./...` from `relaykit/`.
 
-<details>
-<summary><strong>Method 3: BaoTa Panel</strong></summary>
+<a id="documentation"></a>
 
-1. Install BaoTa Panel (≥ 9.2.0 version)
-2. Search for **New-API** in the application store
-3. One-click installation
+## Documentation and community
 
-📖 [Tutorial with images](./docs/BT.md)
+| Resource | Link |
+| --- | --- |
+| Official documentation | [Guides](https://docs.newapi.ai/en/docs) · [Installation](https://docs.newapi.ai/en/docs/installation) · [API reference](https://docs.newapi.ai/en/docs/api) |
+| Project exploration | [DeepWiki](https://deepwiki.com/QuantumNous/new-api) |
+| Questions and discussion | [FAQ](https://docs.newapi.ai/en/docs/support/faq) · [Community](https://docs.newapi.ai/en/docs/support/community-interaction) |
+| Bugs and feature requests | [GitHub Issues](https://github.com/QuantumNous/new-api/issues) |
+| Security reports | Follow the [security policy](./.github/SECURITY.md) for private reporting |
 
-</details>
-
-### ⚠️ Multi-machine Deployment Considerations
-
-> [!WARNING]
-> - All nodes must use the same primary database and the same `SESSION_SECRET`; otherwise Access Tokens, refresh sessions, and temporary authentication flows cannot be verified consistently.
-> - Nodes connected to the same Redis must also use the same `CRYPTO_SECRET`, or their cache-key digests will differ and shared entries cannot be reused consistently.
-
-The database is authoritative for login Sessions and for the per-user active/issuance limits. Redis Session entries are short-lived caches whose TTL follows `SYNC_FREQUENCY` (60 seconds by default) and never exceeds the Session's remaining lifetime.
-
-| Redis topology | Session propagation | Rate limiting |
-| --- | --- | --- |
-| Shared Redis | Revocations and version publications normally propagate immediately | Redis limits are shared across nodes |
-| Independent Redis per node | Nodes converge from the database within the effective `SYNC_FREQUENCY`; a newly rotated token may receive a temporary 401 on a node with stale cache | Each node has its own allowance, so aggregate capacity can reach roughly the configured limit multiplied by the node count |
-| No Redis | Every Session validation reads the database | In-memory limits are independent per node |
-
-A shorter `SYNC_FREQUENCY` reduces the independent-Redis staleness window but causes one additional primary-key Session lookup per active SID, per node, per TTL. These guarantees make Session authentication bounded-stale across the supported topologies; rate limits and other Redis-backed control-plane caches remain topology-dependent.
-
-See [User authentication and login sessions](./docs/authentication.md) for the token, Origin-check and PAT contracts.
-
-### 🔄 Channel Retry and Cache
-
-**Retry configuration:** `Settings → Operation Settings → General Settings → Failure Retry Count`
-
-**Cache configuration:**
-- `REDIS_CONN_STRING`: Redis cache (recommended)
-- `MEMORY_CACHE_ENABLED`: Memory cache
+For bug reports, include the version, deployment method, reproduction steps, and redacted logs. Documentation, translations, provider integrations, and focused regression tests are all welcome contributions.
 
 ---
 
@@ -446,25 +322,23 @@ See [User authentication and login sessions](./docs/authentication.md) for the t
 
 ---
 
-## 💬 Help Support
+## 📜 License
 
-### 📖 Documentation Resources
+This project is licensed under the [GNU Affero General Public License v3.0 (AGPLv3)](./LICENSE).
 
-| Resource | Link |
-|------|------|
-| 📘 FAQ | [FAQ](https://docs.newapi.pro/en/docs/support/faq) |
-| 💬 Community Interaction | [Communication Channels](https://docs.newapi.pro/en/docs/support/community-interaction) |
-| 🐛 Issue Feedback | [Issue Feedback](https://docs.newapi.pro/en/docs/support/feedback-issues) |
-| 📚 Complete Documentation | [Official Documentation](https://docs.newapi.pro/en/docs) |
+Additional terms under AGPLv3 Section 7 apply. Modified versions must preserve
+the author attribution notice `Frontend design and development by New API
+contributors.` in the appropriate legal notices and in any prominent about,
+legal, footer, or attribution location presented by the user interface.
 
-### 🤝 Contribution Guide
+Modified versions that present a user interface must also preserve a visible
+link to the original project: <https://github.com/QuantumNous/new-api>.
 
-Welcome all forms of contribution!
+This is an open-source project developed based on [One API](https://github.com/songquanpeng/one-api) (MIT License).
 
-- 🐛 Report Bugs
-- 💡 Propose New Features
-- 📝 Improve Documentation
-- 🔧 Submit Code
+If your organization's policies do not permit the use of AGPLv3-licensed software, or if you wish to avoid the open-source obligations of AGPLv3, please contact us at: [support@quantumnous.com](mailto:support@quantumnous.com)
+
+See [NOTICE](./NOTICE) and [third-party licenses](./THIRD-PARTY-LICENSES.md) for attribution and dependency notices.
 
 ---
 
@@ -484,7 +358,7 @@ Welcome all forms of contribution!
 
 If this project is helpful to you, welcome to give us a ⭐️ Star！
 
-**[Official Documentation](https://docs.newapi.pro/en/docs)** • **[Issue Feedback](https://github.com/Calcium-Ion/new-api/issues)** • **[Latest Release](https://github.com/Calcium-Ion/new-api/releases)**
+**[Official Documentation](https://docs.newapi.ai/en/docs)** • **[Issue Feedback](https://github.com/Calcium-Ion/new-api/issues)** • **[Latest Release](https://github.com/Calcium-Ion/new-api/releases)**
 
 <sub>Built with ❤️ by QuantumNous</sub>
 
diff --git a/README.fr.md b/README.fr.md
index 7870076..583c6bc 100644
--- a/README.fr.md
+++ b/README.fr.md
@@ -4,7 +4,7 @@
 
 # New API
 
-🍥 **Passerelle de modèles étendus de nouvelle génération et système de gestion d'actifs d'IA**
+**Une passerelle IA pour les modèles, les applications et les agents**
 
 <p align="center">
   <a href="./README.zh_CN.md">简体中文</a> |
@@ -44,23 +44,34 @@
 </p>
 
 <p align="center">
-  <a href="#-démarrage-rapide">Démarrage rapide</a> •
-  <a href="#-fonctionnalités-clés">Fonctionnalités clés</a> •
-  <a href="#-déploiement">Déploiement</a> •
-  <a href="#-documentation">Documentation</a> •
-  <a href="#-aide-support">Aide</a>
+  <a href="#capabilities">Fonctionnalités</a> •
+  <a href="#quick-start">Démarrage rapide</a> •
+  <a href="#deployment">Déploiement</a> •
+  <a href="#development">Développement</a> •
+  <a href="#documentation">Documentation</a>
 </p>
 
 </div>
 
+---
+
 ## 📝 Description du projet
 
+New API est une passerelle IA auto-hébergée pour les applications, les agents et les équipes. Connectez vos fournisseurs de modèles, exposez une API commune à vos clients et gérez le routage, les accès, les usages et les coûts depuis une même console.
+
+Utilisez-la pour partager des accès autorisés au sein d'une équipe, changer de fournisseur sans reconfigurer chaque client ou exploiter un service privé multi-modèles. Les fournisseurs incluent OpenAI, Anthropic, Google Gemini, Azure OpenAI, AWS Bedrock, Vertex AI, DeepSeek, Qwen et d'autres services compatibles.
+
 > [!IMPORTANT]
 > - Ce projet est exclusivement destiné aux scénarios de passerelle API d'IA légalement autorisés, d'authentification organisationnelle, de gestion multi-modèles, d'analyse d'utilisation, de comptabilisation des coûts et de déploiement privé.
 > - Les utilisateurs doivent obtenir légalement les clés API, comptes, services de modèles et autorisations d'interface en amont, et doivent respecter les conditions d'utilisation en amont et les lois et réglementations applicables.
 > - Les utilisateurs doivent s'assurer que leur utilisation est conforme aux conditions d'utilisation en amont et aux lois et réglementations applicables.
 > - Lors de la fourniture de services d'IA générative au public, les utilisateurs doivent se conformer aux exigences réglementaires applicables et remplir toutes les obligations d'enregistrement, de licence, de sécurité du contenu, de vérification d'identité, de conservation des journaux, de fiscalité et d'autorisation en amont requises par leur juridiction.
 
+<!-- -->
+
+> [!WARNING]
+> Lorsque vous exploitez ce projet en tant que service public d'IA générative ou service de revente d'API, les utilisateurs doivent d'abord remplir toutes les obligations requises en matière d'enregistrement, de licence, de sécurité du contenu, de vérification d'identité, de conservation des journaux, de fiscalité, de paiement et d'autorisation en amont.
+
 ---
 
 ## 🤝 Partenaires de confiance
@@ -79,9 +90,6 @@
   --><a href="https://bda.pku.edu.cn/" target="_blank">
     <img src="./docs/images/pku.png" alt="Université de Pékin" height="80" />
   </a><!--
-  --><a href="https://www.compshare.cn/?ytag=GPU_yy_gh_newapi" target="_blank">
-    <img src="./docs/images/ucloud.png" alt="UCloud" height="80" />
-  </a><!--
   --><a href="https://www.aliyun.com/" target="_blank">
     <img src="./docs/images/aliyun.png" alt="Alibaba Cloud" height="80" />
   </a><!--
@@ -106,326 +114,174 @@
 
 ---
 
-## 🚀 Démarrage rapide
+<a id="capabilities"></a>
 
-### Utilisation de Docker Compose (recommandé)
+## Fonctionnalités
+
+| Domaine | Possibilités |
+| --- | --- |
+| Accès aux modèles | OpenAI Chat Completions, Responses, Anthropic Messages et Gemini ; streaming, outils, raisonnement et entrées multimodales selon le fournisseur |
+| Routage | Correspondance des noms de modèles, priorités et poids des canaux, tentatives supplémentaires, affinité de canal et gestion de plusieurs clés |
+| Usages et coûts | Quotas, abonnements, journaux d'utilisation, comptabilisation du cache et tarification par paliers fondée sur des expressions |
+| Contrôle d'accès | Utilisateurs, groupes, permissions fines et restrictions des clés API ; OAuth/OIDC, clés d'accès, double authentification et gestion des sessions |
+| Tâches asynchrones | Extensions JavaScript pour les API de tâches d'image, de vidéo et autres, avec suivi d'état et récupération des résultats |
+| Console web | Gestion des canaux et modèles, journaux d'utilisation et d'audit, playground ; interface en anglais, chinois simplifié et traditionnel, français, japonais, russe et vietnamien |
+
+### Protocoles et points d'accès
+
+| Interface | Points d'accès courants |
+| --- | --- |
+| OpenAI Chat / Responses | `POST /v1/chat/completions`, `POST /v1/responses` |
+| Anthropic Messages | `POST /v1/messages` |
+| Gemini | `POST /v1beta/models/{model}:generateContent`, `POST /v1beta/models/{model}:streamGenerateContent` |
+| Realtime / Responses WebSocket | `GET /v1/realtime`, `GET /v1/responses` (mise à niveau WebSocket) |
+| Images / audio | `/v1/images/generations`, `/v1/images/edits`, `/v1/audio/speech`, `/v1/audio/transcriptions`, `/v1/audio/translations` |
+| Embeddings / rerank | `POST /v1/embeddings`, `POST /v1/rerank` |
+| Extensions de tâches | `POST /v1/tasks/{pluginKey}`, `GET /v1/tasks/{taskId}`, ainsi que les routes déclarées par chaque extension |
+
+[RelayKit](./relaykit/README.md) convertit les requêtes, réponses et flux entre les quatre protocoles textuels. Les capacités disponibles dépendent du canal, du modèle amont et du chemin de conversion ; certains outils et champs propres à un protocole ne sont pas entièrement transposables. WebSocket nécessite également un fournisseur et une configuration de canal compatibles.
+
+Ce README décrit le code source actuel. Consultez les notes de la version que vous déployez.
+
+<a id="quick-start"></a>
+
+## Démarrage rapide
+
+### Essai local avec Docker
+
+Cette commande démarre une instance SQLite accessible uniquement depuis la machine locale :
+
+```bash
+mkdir -p data
+docker run --name new-api -d --restart unless-stopped \
+  -p 127.0.0.1:3000:3000 \
+  -e TZ=Asia/Shanghai \
+  -v "$(pwd)/data:/data" \
+  calciumion/new-api:latest
+```
+
+Ouvrez [http://localhost:3000](http://localhost:3000) et suivez l'assistant pour créer le compte administrateur. Le répertoire `data` conserve la base SQLite lors du remplacement du conteneur.
+
+### Première requête
+
+1. Ajoutez un canal avec votre clé API amont, ses modèles et son groupe, puis lancez un test du canal.
+2. Configurez les prix des modèles et vérifiez que l'utilisateur dispose d'un quota ou d'un abonnement valide.
+3. Créez une clé API dans la console, autorisée à accéder au même groupe et aux mêmes modèles.
+4. Pour un client compatible OpenAI, utilisez `http://localhost:3000/v1` comme URL de base et la **clé émise par New API**.
+
+Définissez `NEW_API_KEY` dans votre shell avec cette clé, puis listez les modèles accessibles :
+
+```bash
+curl --fail-with-body http://localhost:3000/v1/models \
+  -H "Authorization: Bearer ${NEW_API_KEY}"
+```
+
+Appelez ensuite Responses en remplaçant `your-enabled-model` par un modèle activé qui prend en charge cette interface :
+
+```bash
+curl --fail-with-body http://localhost:3000/v1/responses \
+  -H "Authorization: Bearer ${NEW_API_KEY}" \
+  -H "Content-Type: application/json" \
+  -d '{"model":"your-enabled-model","input":"Hello!"}'
+```
+
+<a id="deployment"></a>
+
+## Déploiement
+
+### Docker Compose
+
+La [configuration Compose](./docker-compose.yml) du dépôt démarre **New API + PostgreSQL + Redis** par défaut. Elle contient aussi des exemples pour MySQL et une base de journaux ClickHouse distincte.
 
 ```bash
-# Cloner le projet
 git clone https://github.com/QuantumNous/new-api.git
 cd new-api
-
-# Modifier la configuration docker-compose.yml
-nano docker-compose.yml
-
-# Démarrer le service
-docker-compose up -d
 ```
 
-<details>
-<summary><strong>Utilisation des commandes Docker</strong></summary>
+Avant de démarrer, modifiez `docker-compose.yml` : remplacez les mots de passe d'exemple de la base et de Redis dans les services et les chaînes de connexion, puis définissez un `SESSION_SECRET` aléatoire et persistant (générable avec `openssl rand -hex 32`). Pour une console HTTPS, définissez `SESSION_COOKIE_SECURE=true` et renseignez son origine HTTPS publique exacte dans `SESSION_COOKIE_TRUSTED_URL`.
 
 ```bash
-# Tirer la dernière image
-docker pull calciumion/new-api:latest
-
-# Utilisation de SQLite (par défaut)
-docker run --name new-api -d --restart always \
-  -p 3000:3000 \
-  -e TZ=Asia/Shanghai \
-  -v ./data:/data \
-  calciumion/new-api:latest
-
-# Utilisation de MySQL
-docker run --name new-api -d --restart always \
-  -p 3000:3000 \
-  -e SQL_DSN="root:123456@tcp(localhost:3306)/oneapi" \
-  -e TZ=Asia/Shanghai \
-  -v ./data:/data \
-  calciumion/new-api:latest
+docker compose up -d
+docker compose logs -f new-api
 ```
 
-> **💡 Astuce:** `-v ./data:/data` sauvegardera les données dans le dossier `data` du répertoire actuel, vous pouvez également le changer en chemin absolu comme `-v /your/custom/path:/data`
+### Stockage et configuration
 
-</details>
+| Composant | Options |
+| --- | --- |
+| Base principale | SQLite, MySQL ≥ 5.7.8 ou PostgreSQL ≥ 9.6 |
+| Base de journaux distincte | Configurée avec `LOG_SQL_DSN` ; prend aussi en charge ClickHouse |
+| Cache | Redis facultatif et cache mémoire ; partagez Redis si les nœuds doivent partager les limites de débit |
+| Plateformes des conteneurs | Linux amd64 / arm64 |
 
----
+| Variable | Rôle |
+| --- | --- |
+| `SQL_DSN` | Connexion à la base principale ; SQLite si non définie |
+| `LOG_SQL_DSN` | Connexion facultative à une base de journaux distincte |
+| `REDIS_CONN_STRING` | Chaîne de connexion Redis |
+| `SESSION_SECRET` | Secret d'authentification persistant, identique sur tous les nœuds |
+| `CRYPTO_SECRET` | Vaut `SESSION_SECRET` par défaut ; même valeur effective pour les nœuds partageant Redis |
+| `SESSION_COOKIE_SECURE` | `true` pour une console HTTPS ; active les cookies de renouvellement Secure et les contrôles stricts d'origine du renouvellement et de la déconnexion |
+| `SESSION_COOKIE_TRUSTED_URL` | Obligatoire en mode Secure : origines HTTPS exactes séparées par des virgules, sans chemin ni joker ; à laisser non définie en HTTP local |
+| `TRUSTED_PROXIES` | IP/CIDR des proxys de confiance, ou `none` ; à configurer selon votre réseau |
 
-🎉 Après le déploiement, visitez `http://localhost:3000` pour commencer à utiliser!
+Consultez l'[exemple d'environnement](./.env.example), la [référence des variables](https://docs.newapi.ai/en/docs/installation/config-maintenance/environment-variables) et le [guide des sessions](./docs/authentication.md). Injectez les variables du conteneur avec `environment` ou `env_file` dans Compose ; copier `.env.example` ne suffit pas.
 
-> [!WARNING]
-> Lorsque vous exploitez ce projet en tant que service public d'IA générative ou service de revente d'API, les utilisateurs doivent d'abord remplir toutes les obligations requises en matière d'enregistrement, de licence, de sécurité du contenu, de vérification d'identité, de conservation des journaux, de fiscalité, de paiement et d'autorisation en amont.
+En production, utilisez HTTPS et configurez le proxy inverse pour le streaming et WebSocket. Conservez et sauvegardez les bases et les données montées. Tous les nœuds doivent partager la base principale et les secrets d'authentification ; des Redis distincts ou des limiteurs en mémoire comptent les limites séparément par nœud. Le guide des sessions détaille la propagation selon la topologie.
 
-📖 Pour plus de méthodes de déploiement, veuillez vous référer à [Guide de déploiement](https://docs.newapi.pro/en/docs/installation)
+Choisissez une version précise d'image dans les [versions publiées](https://github.com/QuantumNous/new-api/releases), lisez ses notes et sauvegardez avant toute mise à niveau. Le tag `latest` évolue avec les publications ; évaluez les migrations et la compatibilité de votre installation.
 
----
+<a id="development"></a>
 
-## 📚 Documentation
+## Développement et extensions
 
-<div align="center">
+Le backend utilise Go et Gin ; la console utilise React 19, TypeScript, Rsbuild, TanStack et Tailwind CSS 4. Utilisez Bun pour le frontend. Consultez [go.mod](./go.mod) pour la version de référence du langage Go et [Dockerfile](./Dockerfile) pour la chaîne de compilation du conteneur.
 
-### 📖 [Documentation officielle](https://docs.newapi.pro/en/docs) | [![Demander à DeepWiki](https://deepwiki.com/badge.svg)](https://deepwiki.com/QuantumNous/new-api)
-
-</div>
-
-**Navigation rapide:**
-
-| Catégorie | Lien |
-|------|------|
-| 🚀 Guide de déploiement | [Documentation d'installation](https://docs.newapi.pro/en/docs/installation) |
-| ⚙️ Configuration de l'environnement | [Variables d'environnement](https://docs.newapi.pro/en/docs/installation/config-maintenance/environment-variables) |
-| 📡 Documentation de l'API | [Documentation de l'API](https://docs.newapi.pro/en/docs/api) |
-| ❓ FAQ | [FAQ](https://docs.newapi.pro/en/docs/support/faq) |
-| 💬 Interaction avec la communauté | [Canaux de communication](https://docs.newapi.pro/en/docs/support/community-interaction) |
-
----
-
-## ✨ Fonctionnalités clés
-
-> Pour les fonctionnalités détaillées, veuillez vous référer à [Présentation des fonctionnalités](https://docs.newapi.pro/en/docs/guide/wiki/basic-concepts/features-introduction) |
-
-### 🎨 Fonctions principales
-
-| Fonctionnalité | Description |
-|------|------|
-| 🎨 Nouvelle interface utilisateur | Conception d'interface utilisateur moderne |
-| 🌍 Multilingue | Prend en charge le chinois simplifié, le chinois traditionnel, l'anglais, le français et le japonais |
-| 🔄 Compatibilité des données | Complètement compatible avec la base de données originale de One API |
-| 📈 Tableau de bord des données | Console visuelle et analyse statistique |
-| 🔒 Gestion des permissions | Regroupement de jetons, restrictions de modèles, gestion des utilisateurs |
-
-### 💰 Comptabilisation et facturation des usages autorisés
-
-- ✅ Rechargement interne et allocation de quotas pour les scénarios légalement autorisés (EPay, Stripe)
-- ✅ Comptabilisation des coûts par requête, par utilisation et par hit de cache au niveau organisationnel
-- ✅ Statistiques de facturation du cache pour OpenAI, Azure, DeepSeek, Claude, Qwen et les modèles pris en charge
-- ✅ Politiques de facturation flexibles pour la gestion interne ou les clients entreprise autorisés
-
-### 🔐 Autorisation et sécurité
-
-- 😈 Connexion par autorisation Discord
-- 🤖 Connexion par autorisation LinuxDO
-- 📱 Connexion par autorisation Telegram
-- 🔑 Authentification unifiée OIDC
-- 🔍 Requête de quota d'utilisation de clé (avec [new-api-key-tool](https://github.com/Calcium-Ion/new-api-key-tool))
-
-### 🚀 Fonctionnalités avancées
-
-**Prise en charge des formats d'API:**
-- ⚡ [OpenAI Responses](https://docs.newapi.pro/en/docs/api/ai-model/chat/openai/create-response)
-- ⚡ [OpenAI Realtime API](https://docs.newapi.pro/en/docs/api/ai-model/realtime/create-realtime-session) (y compris Azure)
-- ⚡ [Claude Messages](https://docs.newapi.pro/en/docs/api/ai-model/chat/create-message)
-- ⚡ [Google Gemini](https://doc.newapi.pro/en/api/google-gemini-chat)
-- 🔄 [Modèles Rerank](https://docs.newapi.pro/en/docs/api/ai-model/rerank/create-rerank) (Cohere, Jina)
-
-**Routage intelligent:**
-- ⚖️ Sélection aléatoire pondérée des canaux
-- 🔄 Nouvelle tentative automatique en cas d'échec
-- 🚦 Limitation du débit du modèle pour les utilisateurs
-
-**Conversion de format:**
-- 🔄 **OpenAI Compatible ⇄ Claude Messages**
-- 🔄 **OpenAI Compatible → Google Gemini**
-- 🔄 **Google Gemini → OpenAI Compatible** - Texte uniquement, les appels de fonction ne sont pas encore pris en charge
-- 🚧 **OpenAI Compatible ⇄ OpenAI Responses** - En développement
-- 🔄 **Fonctionnalité de la pensée au contenu**
-
-**Prise en charge de l'effort de raisonnement:**
-
-<details>
-<summary>Voir la configuration détaillée</summary>
-
-**Modèles de la série OpenAI :**
-- `o3-mini-high` - Effort de raisonnement élevé
-- `o3-mini-medium` - Effort de raisonnement moyen
-- `o3-mini-low` - Effort de raisonnement faible
-- `gpt-5-high` - Effort de raisonnement élevé
-- `gpt-5-medium` - Effort de raisonnement moyen
-- `gpt-5-low` - Effort de raisonnement faible
-
-**Modèles de pensée de Claude:**
-- `claude-3-7-sonnet-20250219-thinking` - Activer le mode de pensée
-
-**Modèles de la série Google Gemini:**
-- `gemini-2.5-flash-thinking` - Activer le mode de pensée
-- `gemini-2.5-flash-nothinking` - Désactiver le mode de pensée
-- `gemini-2.5-pro-thinking` - Activer le mode de pensée
-- `gemini-2.5-pro-thinking-128` - Activer le mode de pensée avec budget de pensée de 128 tokens
-- Vous pouvez également ajouter les suffixes `-low`, `-medium` ou `-high` aux modèles Gemini pour fixer le niveau d’effort de raisonnement (sans suffixe de budget supplémentaire).
-
-</details>
-
----
-
-## 🤖 Prise en charge des modèles
-
-> Pour les détails, veuillez vous référer à [Documentation de l'API - Interface de passerelle](https://docs.newapi.pro/en/docs/api)
-
-| Type de modèle | Description | Documentation |
-|---------|------|------|
-| 🤖 OpenAI-Compatible | Modèles compatibles OpenAI | [Documentation](https://docs.newapi.pro/en/docs/api/ai-model/chat/openai/createchatcompletion) |
-| 🤖 OpenAI Responses | Format OpenAI Responses | [Documentation](https://docs.newapi.pro/en/docs/api/ai-model/chat/openai/createresponse) |
-| 🎨 Midjourney-Proxy | [Midjourney-Proxy(Plus)](https://github.com/novicezk/midjourney-proxy) | [Documentation](https://doc.newapi.pro/api/midjourney-proxy-image) |
-| 🎵 Suno-API | [Suno API](https://github.com/Suno-API/Suno-API) | [Documentation](https://doc.newapi.pro/api/suno-music) |
-| 🔄 Rerank | Cohere, Jina | [Documentation](https://docs.newapi.pro/en/docs/api/ai-model/rerank/creatererank) |
-| 💬 Claude | Format Messages | [Documentation](https://docs.newapi.pro/en/docs/api/ai-model/chat/createmessage) |
-| 🌐 Gemini | Format Google Gemini | [Documentation](https://docs.newapi.pro/en/docs/api/ai-model/chat/gemini/geminirelayv1beta) |
-| 🔧 Dify | Mode ChatFlow | - |
-| 🎯 Amont personnalisé | Configuration des points d'accès amont légalement autorisés | - |
-
-### 📡 Interfaces prises en charge
-
-<details>
-<summary>Voir la liste complète des interfaces</summary>
-
-- [Interface de discussion (Chat Completions)](https://docs.newapi.pro/en/docs/api/ai-model/chat/openai/createchatcompletion)
-- [Interface de réponse (Responses)](https://docs.newapi.pro/en/docs/api/ai-model/chat/openai/createresponse)
-- [Interface d'image (Image)](https://docs.newapi.pro/en/docs/api/ai-model/images/openai/post-v1-images-generations)
-- [Interface audio (Audio)](https://docs.newapi.pro/en/docs/api/ai-model/audio/openai/create-transcription)
-- [Interface vidéo (Video)](https://docs.newapi.pro/en/docs/api/ai-model/videos/sora/createvideo)
-- [Interface d'incorporation (Embeddings)](https://docs.newapi.pro/en/docs/api/ai-model/embeddings/createembedding)
-- [Interface de rerank (Rerank)](https://docs.newapi.pro/en/docs/api/ai-model/rerank/creatererank)
-- [Conversation en temps réel (Realtime)](https://docs.newapi.pro/en/docs/api/ai-model/realtime/createrealtimesession)
-- [Discussion Claude](https://docs.newapi.pro/en/docs/api/ai-model/chat/createmessage)
-- [Discussion Google Gemini](https://docs.newapi.pro/en/docs/api/ai-model/chat/gemini/geminirelayv1beta)
-
-</details>
-
----
-
-## 🚢 Déploiement
-
-> [!TIP]
-> **Dernière image Docker:** `calciumion/new-api:latest`
-
-### 📋 Exigences de déploiement
-
-| Composant | Exigence |
-|------|------|
-| **Base de données locale** | SQLite (Docker doit monter le répertoire `/data`)|
-| **Base de données distante | MySQL ≥ 5.7.8 ou PostgreSQL ≥ 9.6 |
-| **Moteur de conteneur** | Docker / Docker Compose |
-| **Architecture système** | 64 bits uniquement (amd64 / arm64) ; les systèmes 32 bits ne sont pas pris en charge |
-
-### ⚙️ Configuration des variables d'environnement
-
-<details>
-<summary>Configuration courante des variables d'environnement</summary>
-
-| Nom de variable | Description | Valeur par défaut |
-|--------|------|--------|
-| `SESSION_SECRET` | Secret de signature d’authentification, identique sur tous les nœuds | - |
-| `SESSION_COOKIE_SECURE` | `false`/non défini désactive l’OriginGuard de refresh/logout pour les proxys HTTP locaux ; `true` active le cookie Secure et le contrôle strict de l’Origin | `false` |
-| `SESSION_COOKIE_TRUSTED_URL` | Obligatoire en mode Secure : Origins HTTPS exactes autorisées pour refresh/logout, séparées par des virgules ; ce n’est pas une liste CORS relay | - |
-| `TRUSTED_PROXIES` | Variable absente/vide : approuve le bouclage, les réseaux RFC 1918 et l’ULA IPv6 avec un avertissement au démarrage ; `none` n’approuve aucun proxy ; une liste IP/CIDR explicite remplace les valeurs par défaut | `127.0.0.0/8, ::1, 10.0.0.0/8, 172.16.0.0/12, 192.168.0.0/16, fc00::/7` |
-| `USER_SESSION_ACTIVE_LIMIT` | Nombre maximal de Sessions de connexion actives par utilisateur | `50` |
-| `USER_SESSION_ISSUANCE_LIMIT` | Nombre maximal de Sessions créées par utilisateur dans la fenêtre, y compris les Sessions révoquées | `100` |
-| `USER_SESSION_ISSUANCE_WINDOW_SECONDS` | Fenêtre de comptage des Sessions ; limitée à la durée de conservation des Sessions révoquées si elle est supérieure | `86400` |
-| `USER_SESSION_REVOKED_RETENTION_DAYS` | Conservation en jours des Sessions révoquées pour l’audit et le comptage | `7` |
-| `USER_SESSION_HOURLY_ALERT_THRESHOLD` | Seuil global horaire déclenchant uniquement une alerte, sans bloquer les connexions | `5000` |
-| `CRYPTO_SECRET` | Secret HMAC des clés de cache ; les nœuds partageant Redis doivent utiliser la même valeur effective | Par défaut, `SESSION_SECRET` |
-| `SQL_DSN` | Chaine de connexion à la base de données | - |
-| `REDIS_CONN_STRING` | Chaine de connexion Redis | - |
-| `STREAMING_TIMEOUT` | Délai d'expiration du streaming (secondes) | `300` |
-| `STREAM_SCANNER_MAX_BUFFER_MB` | Taille max du buffer par ligne (Mo) pour le scanner SSE ; à augmenter quand les sorties image/base64 sont très volumineuses (ex. images 4K) | `64` |
-| `MAX_REQUEST_BODY_MB` | Taille maximale du corps de requête (Mo, comptée **après décompression** ; évite les requêtes énormes/zip bombs qui saturent la mémoire). Dépassement ⇒ `413` | `32` |
-| `AZURE_DEFAULT_API_VERSION` | Version de l'API Azure | `2025-04-01-preview` |
-| `ERROR_LOG_ENABLED` | Interrupteur du journal d'erreurs | `false` |
-| `PYROSCOPE_URL` | Adresse du serveur Pyroscope | - |
-| `PYROSCOPE_APP_NAME` | Nom de l'application Pyroscope | `new-api` |
-| `PYROSCOPE_BASIC_AUTH_USER` | Utilisateur Basic Auth Pyroscope | - |
-| `PYROSCOPE_BASIC_AUTH_PASSWORD` | Mot de passe Basic Auth Pyroscope | - |
-| `PYROSCOPE_MUTEX_RATE` | Taux d'échantillonnage mutex Pyroscope | `5` |
-| `PYROSCOPE_BLOCK_RATE` | Taux d'échantillonnage block Pyroscope | `5` |
-| `HOSTNAME` | Nom d'hôte tagué pour Pyroscope | `new-api` |
-
-📖 **Configuration complète:** [Documentation des variables d'environnement](https://docs.newapi.pro/en/docs/installation/config-maintenance/environment-variables)
-
-</details>
-
-### 🔧 Méthodes de déploiement
-
-<details>
-<summary><strong>Méthode 1: Docker Compose (recommandé)</strong></summary>
+Compilez le frontend avant de démarrer le backend, qui intègre `web/dist` :
 
 ```bash
-# Cloner le projet
-git clone https://github.com/QuantumNous/new-api.git
-cd new-api
-
-# Modifier la configuration
-nano docker-compose.yml
-
-# Démarrer le service
-docker-compose up -d
+# Racine du dépôt
+cd web
+bun install --frozen-lockfile
+bun run build
+cd ..
+go run .
 ```
 
-</details>
+Dans un second terminal, démarrez le serveur de développement frontend :
 
-<details>
-<summary><strong>Méthode 2: Commandes Docker</strong></summary>
-
-**Utilisation de SQLite:**
 ```bash
-docker run --name new-api -d --restart always \
-  -p 3000:3000 \
-  -e TZ=Asia/Shanghai \
-  -v ./data:/data \
-  calciumion/new-api:latest
+cd web
+bun run dev -- --port 5173
 ```
 
-**Utilisation de MySQL:**
-```bash
-docker run --name new-api -d --restart always \
-  -p 3000:3000 \
-  -e SQL_DSN="root:123456@tcp(localhost:3306)/oneapi" \
-  -e TZ=Asia/Shanghai \
-  -v ./data:/data \
-  calciumion/new-api:latest
-```
+Ouvrez [http://localhost:5173](http://localhost:5173) ; les requêtes API sont relayées vers le backend sur le port 3000. Pour un backend de développement en conteneur, consultez [docker-compose.dev.yml](./docker-compose.dev.yml) et la cible `make dev` du [makefile](./makefile).
 
-> **💡 Explication du chemin:**
-> - `./data:/data` - Chemin relatif, données sauvegardées dans le dossier data du répertoire actuel
-> - Vous pouvez également utiliser un chemin absolu, par exemple : `/your/custom/path:/data`
+| Emplacement | Responsabilité |
+| --- | --- |
+| `router/`, `middleware/`, `controller/` | Routes HTTP, contrôles d'accès et gestionnaires API |
+| `relay/` | Adaptateurs amont et routage des requêtes |
+| `service/`, `model/` | Logique métier et persistance |
+| [relaykit/](./relaykit/README.md) | Module Go autonome pour les DTO et conversions de protocoles |
+| [plugins/tasks/](./plugins/tasks/) | Extensions de tâches JavaScript ; contrat et limites de l'hôte dans [Task Plugin API v1](./docs/plugin-api/v1.md) |
+| `web/` | Console web ; voir les [conventions frontend](./web/AGENTS.md) |
+| [electron/](./electron/README.md) | Application de bureau et packaging |
 
-</details>
+Lisez [AGENTS.md](./AGENTS.md) avant de contribuer. Exécutez les vérifications adaptées : `make test` pour les modules Go ; `bun run typecheck`, `bun run lint`, `bun run test` et `bun run build` dans `web/` pour le frontend. Une modification de RelayKit nécessite aussi `GOWORK=off go build ./...` depuis `relaykit/`.
 
-<details>
-<summary><strong>Méthode 3: Panneau BaoTa</strong></summary>
+<a id="documentation"></a>
 
-1. Installez le panneau BaoTa (version ≥ 9.2.0)
-2. Recherchez **New-API** dans le magasin d'applications
-3. Installation en un clic
+## Documentation et communauté
 
-📖 [Tutoriel avec des images](./docs/BT.md)
+| Ressource | Lien |
+| --- | --- |
+| Documentation officielle | [Guides](https://docs.newapi.ai/en/docs) · [Installation](https://docs.newapi.ai/en/docs/installation) · [Référence API](https://docs.newapi.ai/en/docs/api) |
+| Exploration du projet | [DeepWiki](https://deepwiki.com/QuantumNous/new-api) |
+| Questions et échanges | [FAQ](https://docs.newapi.ai/en/docs/support/faq) · [Communauté](https://docs.newapi.ai/en/docs/support/community-interaction) |
+| Bugs et propositions | [GitHub Issues](https://github.com/QuantumNous/new-api/issues) |
+| Vulnérabilités | Signalement privé selon la [politique de sécurité](./.github/SECURITY.md) |
 
-</details>
-
-### ⚠️ Considérations sur le déploiement multi-machines
-
-> [!WARNING]
-> - Tous les nœuds doivent utiliser la même base de données principale et la même valeur `SESSION_SECRET` ; sinon les Access Tokens, sessions Refresh et flux d’authentification temporaires ne peuvent pas être vérifiés de façon cohérente.
-> - Les nœuds connectés au même Redis doivent aussi utiliser le même `CRYPTO_SECRET`, faute de quoi les empreintes de clé de cache diffèrent et les entrées partagées ne peuvent pas être réutilisées de façon cohérente.
-
-La base de données fait autorité pour les Sessions de connexion et pour les limites actives/d’émission par utilisateur. Les entrées Session de Redis sont des caches de courte durée dont le TTL suit `SYNC_FREQUENCY` (60 secondes par défaut), sans jamais dépasser la durée de vie restante de la Session.
-
-| Topologie Redis | Propagation des Sessions | Limitation de débit |
-| --- | --- | --- |
-| Redis partagé | Les révocations et publications de version se propagent normalement immédiatement | Les quotas Redis sont partagés entre les nœuds |
-| Redis indépendant par nœud | Les nœuds se resynchronisent depuis la base dans le délai effectif de `SYNC_FREQUENCY` ; un nouveau Token issu d’une rotation peut recevoir temporairement une réponse 401 sur un nœud dont le cache est obsolète | Chaque nœud possède son propre quota ; la capacité agrégée peut donc atteindre environ la limite configurée multipliée par le nombre de nœuds |
-| Sans Redis | Chaque validation de Session consulte directement la base de données | Les limites en mémoire sont indépendantes sur chaque nœud |
-
-Réduire `SYNC_FREQUENCY` raccourcit la fenêtre d’obsolescence avec des Redis indépendants, mais ajoute une lecture de Session par clé primaire, par SID actif, par nœud et par TTL. Ces garanties donnent une obsolescence bornée à l’authentification Session ; les limites et les autres caches du plan de contrôle adossés à Redis restent dépendants de la topologie.
-
-Consultez [Authentification utilisateur et sessions de connexion](./docs/authentication.md) pour les contrats de token, de vérification Origin et de PAT.
-
-### 🔄 Nouvelle tentative de canal et cache
-
-**Configuration de la nouvelle tentative:** `Paramètres → Paramètres de fonctionnement → Paramètres généraux → Nombre de tentatives en cas d'échec`
-
-**Configuration du cache:**
-- `REDIS_CONN_STRING`: Cache Redis (recommandé)
-- `MEMORY_CACHE_ENABLED`: Cache mémoire
+Pour signaler un bug, indiquez la version, le déploiement, les étapes de reproduction et des journaux expurgés des données sensibles. Les contributions à la documentation, aux traductions, aux intégrations et aux tests de régression ciblés sont les bienvenues.
 
 ---
 
@@ -447,36 +303,18 @@ Consultez [Authentification utilisateur et sessions de connexion](./docs/authent
 
 ---
 
-## 💬 Aide et support
-
-### 📖 Ressources de documentation
-
-| Ressource | Lien |
-|------|------|
-| 📘 FAQ | [FAQ](https://docs.newapi.pro/en/docs/support/faq) |
-| 💬 Interaction avec la communauté | [Canaux de communication](https://docs.newapi.pro/en/docs/support/community-interaction) |
-| 🐛 Commentaires sur les problèmes | [Commentaires sur les problèmes](https://docs.newapi.pro/en/docs/support/feedback-issues) |
-| 📚 Documentation complète | [Documentation officielle](https://docs.newapi.pro/en/docs) |
-
-### 🤝 Guide de contribution
-
-Bienvenue à toutes les formes de contribution!
-
-- 🐛 Signaler des bogues
-- 💡 Proposer de nouvelles fonctionnalités
-- 📝 Améliorer la documentation
-- 🔧 Soumettre du code
-
----
-
 ## 📜 Licence
 
 Ce projet est sous licence [GNU Affero General Public License v3.0 (AGPLv3)](./LICENSE).
 
+Des [conditions supplémentaires](./NOTICE) s'appliquent au titre de la section 7 de l'AGPLv3. Les versions modifiées doivent conserver la mention `Frontend design and development by New API contributors.` dans les mentions légales appropriées et les emplacements visibles de l'interface dédiés aux informations, au droit, au pied de page ou aux attributions, ainsi qu'un lien visible vers le projet original : <https://github.com/QuantumNous/new-api>.
+
 Il s'agit d'un projet open-source développé sur la base de [One API](https://github.com/songquanpeng/one-api) (licence MIT).
 
 Si les politiques de votre organisation ne permettent pas l'utilisation de logiciels sous licence AGPLv3, ou si vous souhaitez éviter les obligations open-source de l'AGPLv3, veuillez nous contacter à : [support@quantumnous.com](mailto:support@quantumnous.com)
 
+Consultez [NOTICE](./NOTICE) et les [licences tierces](./THIRD-PARTY-LICENSES.md) pour les attributions et les dépendances.
+
 ---
 
 ## 🌟 Historique des étoiles
@@ -495,7 +333,7 @@ Si les politiques de votre organisation ne permettent pas l'utilisation de logic
 
 Si ce projet vous est utile, bienvenue à nous donner une ⭐️ Étoile！
 
-**[Documentation officielle](https://docs.newapi.pro/en/docs)** • **[Commentaires sur les problèmes](https://github.com/Calcium-Ion/new-api/issues)** • **[Dernière version](https://github.com/Calcium-Ion/new-api/releases)**
+**[Documentation officielle](https://docs.newapi.ai/en/docs)** • **[Commentaires sur les problèmes](https://github.com/Calcium-Ion/new-api/issues)** • **[Dernière version](https://github.com/Calcium-Ion/new-api/releases)**
 
 <sub>Construit avec ❤️ par QuantumNous</sub>
 
diff --git a/README.ja.md b/README.ja.md
index 24f88a3..738011e 100644
--- a/README.ja.md
+++ b/README.ja.md
@@ -4,7 +4,7 @@
 
 # New API
 
-🍥 **次世代大規模モデルゲートウェイとAI資産管理システム**
+**モデル、アプリケーション、Agent をつなぐ AI ゲートウェイ**
 
 <p align="center">
   <a href="./README.zh_CN.md">简体中文</a> |
@@ -44,23 +44,34 @@
 </p>
 
 <p align="center">
-  <a href="#-クイックスタート">クイックスタート</a> •
-  <a href="#-主な機能">主な機能</a> •
-  <a href="#-デプロイ">デプロイ</a> •
-  <a href="#-ドキュメント">ドキュメント</a> •
-  <a href="#-ヘルプサポート">ヘルプ</a>
+  <a href="#capabilities">主な機能</a> •
+  <a href="#quick-start">クイックスタート</a> •
+  <a href="#deployment">デプロイ</a> •
+  <a href="#development">開発</a> •
+  <a href="#documentation">ドキュメント</a>
 </p>
 
 </div>
 
+---
+
 ## 📝 プロジェクト説明
 
+New API は、アプリケーション、Agent、チーム向けのセルフホスト型 AI ゲートウェイです。各社のモデルサービスを共通の入口に接続し、ルーティング、アクセス権、使用量、コストを一つの管理画面で扱えます。
+
+チーム内で許可済みのモデルを共有する、クライアントの再設定を減らしてプロバイダーを切り替える、複数モデルを扱うプライベートサービスを構築するといった用途に使えます。OpenAI、Anthropic、Google Gemini、Azure OpenAI、AWS Bedrock、Vertex AI、DeepSeek、Qwen などに対応しています。
+
 > [!IMPORTANT]
 > - 本プロジェクトは、合法的に許可された AI API ゲートウェイ、組織レベルの認証、マルチモデル管理、利用量分析、コスト管理、プライベートデプロイのシナリオのみを対象としています。
 > - ユーザーは、上流の API キー、アカウント、モデルサービス、インターフェース権限を合法的に取得し、上流のサービス利用規約および適用される法律法規を遵守する必要があります。
 > - ユーザーは、利用方法が上流のサービス利用規約および適用される法律法規に準拠していることを確認してください。
 > - 生成 AI サービスを公衆に提供する場合、ユーザーは適用される規制要件を遵守し、管轄区域で求められる届出、ライセンス、コンテンツセキュリティ、本人確認、ログ保持、税務、上流認可などのすべての義務を履行してください。
 
+<!-- -->
+
+> [!WARNING]
+> 本プロジェクトを公衆向け生成 AI サービスまたは API 再販サービスとして運営する場合、ユーザーは届出、コンテンツセキュリティ、本人確認、ログ保持、税務、決済、上流認可などの必要なコンプライアンス義務を先に完了してください。
+
 ---
 
 ## 🤝 信頼できるパートナー
@@ -79,9 +90,6 @@
   --><a href="https://bda.pku.edu.cn/" target="_blank">
     <img src="./docs/images/pku.png" alt="北京大学" height="80" />
   </a><!--
-  --><a href="https://www.compshare.cn/?ytag=GPU_yy_gh_newapi" target="_blank">
-    <img src="./docs/images/ucloud.png" alt="UCloud 優刻得" height="80" />
-  </a><!--
   --><a href="https://www.aliyun.com/" target="_blank">
     <img src="./docs/images/aliyun.png" alt="Alibaba Cloud" height="80" />
   </a><!--
@@ -106,326 +114,174 @@
 
 ---
 
-## 🚀 クイックスタート
+<a id="capabilities"></a>
 
-### Docker Composeを使用（推奨）
+## 主な機能
+
+| 分野 | できること |
+| --- | --- |
+| モデル接続 | OpenAI Chat Completions、Responses、Anthropic Messages、Gemini に対応。上流が対応するストリーミング、ツール呼び出し、推論、マルチモーダル入力を利用可能 |
+| ルーティング | モデル名のマッピング、チャネルの優先度と重み、再試行、チャネルアフィニティ、複数キーの管理 |
+| 使用量とコスト | クォータ、サブスクリプション、使用ログ、キャッシュの課金、式による段階的な料金設定 |
+| アクセス制御 | ユーザー、グループ、詳細な権限、API キーの制限。OAuth/OIDC、パスキー、二要素認証、ログインセッション管理 |
+| 非同期タスク | JavaScript プラグインで画像・動画などのタスク API を拡張し、状態の確認と成果物の取得に対応 |
+| Web 管理画面 | チャネルとモデルの設定、使用・監査ログの確認、Playground でのモデル検証。英語、簡体字中国語、繁体字中国語、フランス語、日本語、ロシア語、ベトナム語に対応 |
+
+### プロトコルとエンドポイント
+
+| インターフェース | 主なエンドポイント |
+| --- | --- |
+| OpenAI Chat / Responses | `POST /v1/chat/completions`、`POST /v1/responses` |
+| Anthropic Messages | `POST /v1/messages` |
+| Gemini | `POST /v1beta/models/{model}:generateContent`、`POST /v1beta/models/{model}:streamGenerateContent` |
+| Realtime / Responses WebSocket | `GET /v1/realtime`、`GET /v1/responses`（WebSocket アップグレード） |
+| 画像 / 音声 | `/v1/images/generations`、`/v1/images/edits`、`/v1/audio/speech`、`/v1/audio/transcriptions`、`/v1/audio/translations` |
+| 埋め込み / リランク | `POST /v1/embeddings`、`POST /v1/rerank` |
+| タスクプラグイン | `POST /v1/tasks/{pluginKey}`、`GET /v1/tasks/{taskId}`、各プラグインが宣言するルート |
+
+[RelayKit](./relaykit/README.md) は、上記 4 種類のテキストプロトコル間でリクエスト、レスポンス、ストリームを変換します。利用できる機能はチャネル、上流モデル、変換経路に依存し、固有のツールやフィールドを完全には変換できない場合があります。WebSocket も対応する上流とチャネル設定が必要です。
+
+この README は現在のソースコードを説明しています。デプロイするバージョンのリリースノートも確認してください。
+
+<a id="quick-start"></a>
+
+## クイックスタート
+
+### Docker でローカル実行
+
+SQLite を使う単一インスタンスを、ローカルホスト限定で起動します。
+
+```bash
+mkdir -p data
+docker run --name new-api -d --restart unless-stopped \
+  -p 127.0.0.1:3000:3000 \
+  -e TZ=Asia/Shanghai \
+  -v "$(pwd)/data:/data" \
+  calciumion/new-api:latest
+```
+
+[http://localhost:3000](http://localhost:3000) を開き、初期設定ウィザードで管理者アカウントを作成します。SQLite データベースはマウントした `data` ディレクトリに保存され、コンテナを置き換えても残ります。
+
+### 最初のリクエスト
+
+1. 上流の API キー、利用するモデル、グループを設定してチャネルを追加し、チャネルテストを実行します。
+2. モデルの料金を設定し、ユーザーに利用可能なクォータまたは有効なサブスクリプションがあることを確認します。
+3. 管理画面で、同じグループとモデルにアクセスできる API キーを作成します。
+4. OpenAI 互換クライアントでは Base URL を `http://localhost:3000/v1` に設定し、**New API が発行したキー**を使います。
+
+シェルの `NEW_API_KEY` にそのキーを設定し、アクセス可能なモデルを確認します。
+
+```bash
+curl --fail-with-body http://localhost:3000/v1/models \
+  -H "Authorization: Bearer ${NEW_API_KEY}"
+```
+
+次に Responses を呼び出します。`your-enabled-model` は、このインターフェースに対応する有効なモデル名に置き換えてください。
+
+```bash
+curl --fail-with-body http://localhost:3000/v1/responses \
+  -H "Authorization: Bearer ${NEW_API_KEY}" \
+  -H "Content-Type: application/json" \
+  -d '{"model":"your-enabled-model","input":"Hello!"}'
+```
+
+<a id="deployment"></a>
+
+## デプロイと運用
+
+### Docker Compose
+
+リポジトリの [Compose 設定](./docker-compose.yml) は、既定で **New API + PostgreSQL + Redis** を起動します。MySQL と独立した ClickHouse ログデータベースの設定例も含まれます。
 
 ```bash
-# プロジェクトをクローン
 git clone https://github.com/QuantumNous/new-api.git
 cd new-api
-
-# docker-compose.yml 設定を編集
-nano docker-compose.yml
-
-# サービスを起動
-docker-compose up -d
 ```
 
-<details>
-<summary><strong>Dockerコマンドを使用</strong></summary>
+起動前に `docker-compose.yml` を編集し、データベースと Redis のサービスおよび接続文字列にあるサンプルパスワードを変更します。永続的に使うランダムな `SESSION_SECRET` も設定してください（`openssl rand -hex 32` で生成可能）。HTTPS の管理画面には `SESSION_COOKIE_SECURE=true` を設定し、公開 HTTPS オリジンを `SESSION_COOKIE_TRUSTED_URL` に正確に指定します。
 
 ```bash
-# 最新のイメージをプル
-docker pull calciumion/new-api:latest
-
-# SQLiteを使用（デフォルト）
-docker run --name new-api -d --restart always \
-  -p 3000:3000 \
-  -e TZ=Asia/Shanghai \
-  -v ./data:/data \
-  calciumion/new-api:latest
-
-# MySQLを使用
-docker run --name new-api -d --restart always \
-  -p 3000:3000 \
-  -e SQL_DSN="root:123456@tcp(localhost:3306)/oneapi" \
-  -e TZ=Asia/Shanghai \
-  -v ./data:/data \
-  calciumion/new-api:latest
+docker compose up -d
+docker compose logs -f new-api
 ```
 
-> **💡 ヒント:** `-v ./data:/data` は現在のディレクトリの `data` フォルダにデータを保存します。絶対パスに変更することもできます：`-v /your/custom/path:/data`
+### ストレージと設定
 
-</details>
+| コンポーネント | 選択肢 |
+| --- | --- |
+| メインデータベース | SQLite、MySQL ≥ 5.7.8、PostgreSQL ≥ 9.6 |
+| 独立したログデータベース | `LOG_SQL_DSN` で設定。ClickHouse にも対応 |
+| キャッシュ | 任意の Redis とメモリキャッシュ。ノード間でレート制限を共有する場合は Redis を共有 |
+| コンテナのプラットフォーム | Linux amd64 / arm64 |
 
----
+| 環境変数 | 用途 |
+| --- | --- |
+| `SQL_DSN` | メインデータベースへの接続。未設定なら SQLite |
+| `LOG_SQL_DSN` | 任意の独立ログデータベースへの接続 |
+| `REDIS_CONN_STRING` | Redis 接続文字列 |
+| `SESSION_SECRET` | 永続的な認証用シークレット。全ノードで同じ値を使用 |
+| `CRYPTO_SECRET` | 既定は `SESSION_SECRET`。Redis を共有するノードは同じ実効値を使用 |
+| `SESSION_COOKIE_SECURE` | HTTPS の管理画面では `true`。Secure な更新用 Cookie と、更新・ログアウト時の厳格なオリジン検証を有効化 |
+| `SESSION_COOKIE_TRUSTED_URL` | Secure モードでは必須。パスやワイルドカードを含まない正確な HTTPS オリジンをカンマ区切りで指定。ローカル HTTP では未設定にする |
+| `TRUSTED_PROXIES` | 信頼するリバースプロキシの IP/CIDR、または `none`。実際のネットワークに合わせて明示的に設定 |
 
-🎉 デプロイが完了したら、`http://localhost:3000` にアクセスして使用を開始してください！
+詳細は[環境変数の例](./.env.example)、[環境変数リファレンス](https://docs.newapi.ai/ja/docs/installation/config-maintenance/environment-variables)、[認証とセッションの説明](./docs/authentication.md)を参照してください。コンテナの変数は Compose の `environment` または `env_file` で渡します。`.env.example` のコピーだけではコンテナに反映されません。
 
-> [!WARNING]
-> 本プロジェクトを公衆向け生成 AI サービスまたは API 再販サービスとして運営する場合、ユーザーは届出、コンテンツセキュリティ、本人確認、ログ保持、税務、決済、上流認可などの必要なコンプライアンス義務を先に完了してください。
+本番環境では HTTPS を使い、リバースプロキシでストリーミングと WebSocket アップグレードを有効にします。データベースとマウントデータを永続化し、バックアップしてください。複数ノードはメインデータベースと認証シークレットを共有します。独立した Redis やメモリ内のレート制限はノードごとに計数します。構成別のセッション伝播については認証の説明を参照してください。
 
-📖 その他のデプロイ方法については[デプロイガイド](https://docs.newapi.pro/ja/docs/installation)を参照してください。
+[リリース一覧](https://github.com/QuantumNous/new-api/releases)からイメージのバージョンを固定し、更新内容を読んでバックアップしてからアップグレードしてください。`latest` は公開ビルドに応じて変わります。既存環境の移行と互換性は、利用中のバージョンに応じて確認してください。
 
----
+<a id="development"></a>
 
-## 📚 ドキュメント
+## 開発と拡張
 
-<div align="center">
+バックエンドは Go と Gin、管理画面は React 19、TypeScript、Rsbuild、TanStack、Tailwind CSS 4 を使用します。フロントエンドの依存関係とスクリプトには Bun を使います。Go 言語の基準バージョンは [go.mod](./go.mod)、コンテナのビルドツールチェーンは [Dockerfile](./Dockerfile) を参照してください。
 
-### 📖 [公式ドキュメント](https://docs.newapi.pro/ja/docs) | [![Ask DeepWiki](https://deepwiki.com/badge.svg)](https://deepwiki.com/QuantumNous/new-api)
-
-</div>
-
-**クイックナビゲーション:**
-
-| カテゴリ | リンク |
-|------|------|
-| 🚀 デプロイガイド | [インストールドキュメント](https://docs.newapi.pro/ja/docs/installation) |
-| ⚙️ 環境設定 | [環境変数](https://docs.newapi.pro/ja/docs/installation/config-maintenance/environment-variables) |
-| 📡 APIドキュメント | [APIドキュメント](https://docs.newapi.pro/ja/docs/api) |
-| ❓ よくある質問 | [FAQ](https://docs.newapi.pro/ja/docs/support/faq) |
-| 💬 コミュニティ交流 | [交流チャネル](https://docs.newapi.pro/ja/docs/support/community-interaction) |
-
----
-
-## ✨ 主な機能
-
-> 詳細な機能については[機能説明](https://docs.newapi.pro/ja/docs/guide/wiki/basic-concepts/features-introduction)を参照してください。
-
-### 🎨 コア機能
-
-| 機能 | 説明 |
-|------|------|
-| 🎨 新しいUI | モダンなユーザーインターフェースデザイン |
-| 🌍 多言語 | 簡体字中国語、繁体字中国語、英語、フランス語、日本語をサポート |
-| 🔄 データ互換性 | オリジナルのOne APIデータベースと完全に互換性あり |
-| 📈 データダッシュボード | ビジュアルコンソールと統計分析 |
-| 🔒 権限管理 | トークングループ化、モデル制限、ユーザー管理 |
-
-### 💰 認可済み利用量とコスト管理
-
-- ✅ 合法的に許可されたシナリオでの内部チャージとクォータ割り当て（EPay、Stripe）
-- ✅ 組織レベルのリクエスト単位、使用量ベース、キャッシュヒットのコスト会計
-- ✅ OpenAI、Azure、DeepSeek、Claude、Qwen などのモデルのキャッシュ課金統計
-- ✅ 内部管理または認可済み企業顧客向けの柔軟な課金ポリシー
-
-### 🔐 認証とセキュリティ
-
-- 😈 Discord認証ログイン
-- 🤖 LinuxDO認証ログイン
-- 📱 Telegram認証ログイン
-- 🔑 OIDC統一認証
-- 🔍 Key使用量クォータ照会（[new-api-key-tool](https://github.com/Calcium-Ion/new-api-key-tool)と併用）
-
-
-
-### 🚀 高度な機能
-
-**APIフォーマットサポート:**
-- ⚡ [OpenAI Responses](https://docs.newapi.pro/ja/docs/api/ai-model/chat/openai/create-response)
-- ⚡ [OpenAI Realtime API](https://docs.newapi.pro/ja/docs/api/ai-model/realtime/create-realtime-session)（Azureを含む）
-- ⚡ [Claude Messages](https://docs.newapi.pro/ja/docs/api/ai-model/chat/create-message)
-- ⚡ [Google Gemini](https://doc.newapi.pro/ja/api/google-gemini-chat)
-- 🔄 [Rerankモデル](https://docs.newapi.pro/ja/docs/api/ai-model/rerank/create-rerank)（Cohere、Jina）
-
-**インテリジェントルーティング:**
-- ⚖️ チャネル重み付けランダム
-- 🔄 失敗自動リトライ
-- 🚦 ユーザーレベルモデルレート制限
-
-**フォーマット変換:**
-- 🔄 **OpenAI Compatible ⇄ Claude Messages**
-- 🔄 **OpenAI Compatible → Google Gemini**
-- 🔄 **Google Gemini → OpenAI Compatible** - テキストのみ、関数呼び出しはまだサポートされていません
-- 🚧 **OpenAI Compatible ⇄ OpenAI Responses** - 開発中
-- 🔄 **思考からコンテンツへの機能**
-
-**Reasoning Effort サポート:**
-
-<details>
-<summary>詳細設定を表示</summary>
-
-**OpenAIシリーズモデル:**
-- `o3-mini-high` - 高思考努力
-- `o3-mini-medium` - 中思考努力
-- `o3-mini-low` - 低思考努力
-- `gpt-5-high` - 高思考努力
-- `gpt-5-medium` - 中思考努力
-- `gpt-5-low` - 低思考努力
-
-**Claude思考モデル:**
-- `claude-3-7-sonnet-20250219-thinking` - 思考モードを有効にする
-
-**Google Geminiシリーズモデル:**
-- `gemini-2.5-flash-thinking` - 思考モードを有効にする
-- `gemini-2.5-flash-nothinking` - 思考モードを無効にする
-- `gemini-2.5-pro-thinking` - 思考モードを有効にする
-- `gemini-2.5-pro-thinking-128` - 思考モードを有効にし、思考予算を128トークンに設定する
-- Gemini モデル名の末尾に `-low` / `-medium` / `-high` を付けることで推論強度を直接指定できます（追加の思考予算サフィックスは不要です）。
-
-</details>
-
----
-
-## 🤖 モデルサポート
-
-> 詳細については[APIドキュメント - ゲートウェイインターフェース](https://docs.newapi.pro/ja/docs/api)
-
-| モデルタイプ | 説明 | ドキュメント |
-|---------|------|------|
-| 🤖 OpenAI-Compatible | OpenAI互換モデル | [ドキュメント](https://docs.newapi.pro/ja/docs/api/ai-model/chat/openai/createchatcompletion) |
-| 🤖 OpenAI Responses | OpenAI Responsesフォーマット | [ドキュメント](https://docs.newapi.pro/ja/docs/api/ai-model/chat/openai/createresponse) |
-| 🎨 Midjourney-Proxy | [Midjourney-Proxy(Plus)](https://github.com/novicezk/midjourney-proxy) | [ドキュメント](https://doc.newapi.pro/api/midjourney-proxy-image) |
-| 🎵 Suno-API | [Suno API](https://github.com/Suno-API/Suno-API) | [ドキュメント](https://doc.newapi.pro/api/suno-music) |
-| 🔄 Rerank | Cohere、Jina | [ドキュメント](https://docs.newapi.pro/ja/docs/api/ai-model/rerank/creatererank) |
-| 💬 Claude | Messagesフォーマット | [ドキュメント](https://docs.newapi.pro/ja/docs/api/ai-model/chat/createmessage) |
-| 🌐 Gemini | Google Geminiフォーマット | [ドキュメント](https://docs.newapi.pro/ja/docs/api/ai-model/chat/gemini/geminirelayv1beta) |
-| 🔧 Dify | ChatFlowモード | - |
-| 🎯 カスタム上流 | 合法的に許可された上流エンドポイントの設定をサポート | - |
-
-### 📡 サポートされているインターフェース
-
-<details>
-<summary>完全なインターフェースリストを表示</summary>
-
-- [チャットインターフェース (Chat Completions)](https://docs.newapi.pro/ja/docs/api/ai-model/chat/openai/createchatcompletion)
-- [レスポンスインターフェース (Responses)](https://docs.newapi.pro/ja/docs/api/ai-model/chat/openai/createresponse)
-- [イメージインターフェース (Image)](https://docs.newapi.pro/ja/docs/api/ai-model/images/openai/post-v1-images-generations)
-- [オーディオインターフェース (Audio)](https://docs.newapi.pro/ja/docs/api/ai-model/audio/openai/create-transcription)
-- [ビデオインターフェース (Video)](https://docs.newapi.pro/ja/docs/api/ai-model/videos/sora/createvideo)
-- [エンベッドインターフェース (Embeddings)](https://docs.newapi.pro/ja/docs/api/ai-model/embeddings/createembedding)
-- [再ランク付けインターフェース (Rerank)](https://docs.newapi.pro/ja/docs/api/ai-model/rerank/creatererank)
-- [リアルタイム対話インターフェース (Realtime)](https://docs.newapi.pro/ja/docs/api/ai-model/realtime/createrealtimesession)
-- [Claudeチャット](https://docs.newapi.pro/ja/docs/api/ai-model/chat/createmessage)
-- [Google Geminiチャット](https://docs.newapi.pro/ja/docs/api/ai-model/chat/gemini/geminirelayv1beta)
-
-</details>
-
----
-
-## 🚢 デプロイ
-
-> [!TIP]
-> **最新のDockerイメージ:** `calciumion/new-api:latest`
-
-### 📋 デプロイ要件
-
-| コンポーネント | 要件 |
-|------|------|
-| **ローカルデータベース** | SQLite（Dockerは `/data` ディレクトリをマウントする必要があります）|
-| **リモートデータベース** | MySQL ≥ 5.7.8 または PostgreSQL ≥ 9.6 |
-| **コンテナエンジン** | Docker / Docker Compose |
-| **システムアーキテクチャ** | 64ビットのみ対応（amd64 / arm64）。32ビットシステムは非対応 |
-
-### ⚙️ 環境変数設定
-
-<details>
-<summary>一般的な環境変数設定</summary>
-
-| 変数名 | 説明 | デフォルト値 |
-|--------|------|--------|
-| `SESSION_SECRET` | 認証署名シークレット。すべてのノードで同じ値が必要 | - |
-| `SESSION_COOKIE_SECURE` | `false`/未設定ではローカル HTTP 開発プロキシ向けに refresh/logout の OriginGuard を無効化し、`true` では Secure Cookie と厳格な Origin 検証を有効化 | `false` |
-| `SESSION_COOKIE_TRUSTED_URL` | Secure モードでは必須。refresh/logout を許可する完全一致の HTTPS Origin をカンマ区切りで指定。relay CORS 設定ではありません | - |
-| `TRUSTED_PROXIES` | 未設定/空ではループバック、RFC 1918、IPv6 ULA を信頼して起動時に警告し、`none` ではすべて無効、明示的なプロキシ IP/CIDR リストは既定値を完全に置き換えます | `127.0.0.0/8, ::1, 10.0.0.0/8, 172.16.0.0/12, 192.168.0.0/16, fc00::/7` |
-| `USER_SESSION_ACTIVE_LIMIT` | 1 ユーザーあたりの有効なログイン Session 上限 | `50` |
-| `USER_SESSION_ISSUANCE_LIMIT` | カウント期間内に作成できる Session 数の上限（取り消し済みを含む） | `100` |
-| `USER_SESSION_ISSUANCE_WINDOW_SECONDS` | Session 発行のカウント期間（秒）。取り消し済み Session の保持期間を超える場合は自動的に制限 | `86400` |
-| `USER_SESSION_REVOKED_RETENTION_DAYS` | 監査と発行数計算のため取り消し済み Session を保持する日数 | `7` |
-| `USER_SESSION_HOURLY_ALERT_THRESHOLD` | 1 時間あたりのグローバル Session 発行数の警告閾値。ログインは拒否しません | `5000` |
-| `CRYPTO_SECRET` | キャッシュキー用 HMAC シークレット。Redis を共有するノードでは同じ実効値が必要 | デフォルトは `SESSION_SECRET` |
-| `SQL_DSN** | データベース接続文字列 | - |
-| `REDIS_CONN_STRING` | Redis接続文字列 | - |
-| `STREAMING_TIMEOUT` | ストリーミング応答のタイムアウト時間（秒） | `300` |
-| `STREAM_SCANNER_MAX_BUFFER_MB` | ストリームスキャナの1行あたりバッファ上限（MB）。4K画像など巨大なbase64 `data:` ペイロードを扱う場合は値を増加させてください | `64` |
-| `MAX_REQUEST_BODY_MB` | リクエストボディ最大サイズ（MB、**解凍後**に計測。巨大リクエスト/zip bomb によるメモリ枯渇を防止）。超過時は `413` | `32` |
-| `AZURE_DEFAULT_API_VERSION` | Azure APIバージョン | `2025-04-01-preview` |
-| `ERROR_LOG_ENABLED` | エラーログスイッチ | `false` |
-| `PYROSCOPE_URL` | Pyroscopeサーバーのアドレス | - |
-| `PYROSCOPE_APP_NAME` | Pyroscopeアプリ名 | `new-api` |
-| `PYROSCOPE_BASIC_AUTH_USER` | Pyroscope Basic Authユーザー | - |
-| `PYROSCOPE_BASIC_AUTH_PASSWORD` | Pyroscope Basic Authパスワード | - |
-| `PYROSCOPE_MUTEX_RATE` | Pyroscope mutexサンプリング率 | `5` |
-| `PYROSCOPE_BLOCK_RATE` | Pyroscope blockサンプリング率 | `5` |
-| `HOSTNAME` | Pyroscope用のホスト名タグ | `new-api` |
-
-📖 **完全な設定:** [環境変数ドキュメント](https://docs.newapi.pro/ja/docs/installation/config-maintenance/environment-variables)
-
-</details>
-
-### 🔧 デプロイ方法
-
-<details>
-<summary><strong>方法 1: Docker Compose（推奨）</strong></summary>
+バックエンドは `web/dist` を埋め込むため、先にフロントエンドをビルドします。
 
 ```bash
-# プロジェクトをクローン
-git clone https://github.com/QuantumNous/new-api.git
-cd new-api
-
-# 設定を編集
-nano docker-compose.yml
-
-# サービスを起動
-docker-compose up -d
+# リポジトリのルート
+cd web
+bun install --frozen-lockfile
+bun run build
+cd ..
+go run .
 ```
 
-</details>
+別のターミナルでフロントエンド開発サーバーを起動します。
 
-<details>
-<summary><strong>方法 2: Dockerコマンド</strong></summary>
-
-**SQLiteを使用:**
 ```bash
-docker run --name new-api -d --restart always \
-  -p 3000:3000 \
-  -e TZ=Asia/Shanghai \
-  -v ./data:/data \
-  calciumion/new-api:latest
+cd web
+bun run dev -- --port 5173
 ```
 
-**MySQLを使用:**
-```bash
-docker run --name new-api -d --restart always \
-  -p 3000:3000 \
-  -e SQL_DSN="root:123456@tcp(localhost:3306)/oneapi" \
-  -e TZ=Asia/Shanghai \
-  -v ./data:/data \
-  calciumion/new-api:latest
-```
+[http://localhost:5173](http://localhost:5173) を開きます。API リクエストはポート 3000 のバックエンドに転送されます。開発用バックエンドをコンテナで動かす場合は [docker-compose.dev.yml](./docker-compose.dev.yml) と [makefile](./makefile) の `make dev` を参照してください。
 
-> **💡 パス説明:**
-> - `./data:/data` - 相対パス、データは現在のディレクトリのdataフォルダに保存されます
-> - 絶対パスを使用することもできます：`/your/custom/path:/data`
+| 場所 | 役割 |
+| --- | --- |
+| `router/`、`middleware/`、`controller/` | HTTP ルート、アクセス検証、API ハンドラー |
+| `relay/` | 上流アダプターとリクエストのルーティング |
+| `service/`、`model/` | ビジネスロジックと永続化 |
+| [relaykit/](./relaykit/README.md) | プロトコル DTO と変換を提供する、独立してビルド可能な Go モジュール |
+| [plugins/tasks/](./plugins/tasks/) | JavaScript タスクプラグイン。作成方法とホストの境界は [Task Plugin API v1](./docs/plugin-api/v1.md) を参照 |
+| `web/` | Web 管理画面。[フロントエンドの規約](./web/AGENTS.md)を参照 |
+| [electron/](./electron/README.md) | デスクトップアプリのラッパーとパッケージング |
 
-</details>
+貢献前に [AGENTS.md](./AGENTS.md) を確認してください。変更に応じて、Go モジュールは `make test`、フロントエンドは `web/` で `bun run typecheck`、`bun run lint`、`bun run test`、`bun run build` を実行します。RelayKit を変更した場合は、`relaykit/` で `GOWORK=off go build ./...` も実行してください。
 
-<details>
-<summary><strong>方法 3: 宝塔パネル</strong></summary>
+<a id="documentation"></a>
 
-1. 宝塔パネル（**9.2.0バージョン**以上）をインストールし、アプリケーションストアで**New-API**を検索してインストールします。
+## ドキュメントとコミュニティ
 
-📖 [画像付きチュートリアル](./docs/BT.md)
+| リソース | リンク |
+| --- | --- |
+| 公式ドキュメント | [ガイド](https://docs.newapi.ai/ja/docs) · [インストール](https://docs.newapi.ai/ja/docs/installation) · [API リファレンス](https://docs.newapi.ai/ja/docs/api) |
+| プロジェクトの解説 | [DeepWiki](https://deepwiki.com/QuantumNous/new-api) |
+| 質問と交流 | [FAQ](https://docs.newapi.ai/ja/docs/support/faq) · [コミュニティ](https://docs.newapi.ai/ja/docs/support/community-interaction) |
+| 不具合と機能提案 | [GitHub Issues](https://github.com/QuantumNous/new-api/issues) |
+| 脆弱性 | [セキュリティポリシー](./.github/SECURITY.md)に従って非公開で報告 |
 
-</details>
-
-### ⚠️ マルチマシンデプロイの注意事項
-
-> [!WARNING]
-> - すべてのノードで同じプライマリデータベースと同じ `SESSION_SECRET` を使用してください。異なる場合、Access Token、Refresh セッション、一時認証フローを一貫して検証できません。
-> - 同じ Redis に接続するノードでは同じ `CRYPTO_SECRET` も設定してください。異なる場合、キャッシュキーのダイジェストが一致せず、共有エントリを正しく再利用できません。
-
-ログイン Session とユーザー単位の有効数／発行数制限では、データベースが信頼できる唯一の情報源です。Redis の Session エントリは短期キャッシュであり、TTL は `SYNC_FREQUENCY`（デフォルト 60 秒）に従い、Session の残り有効期間を超えません。
-
-| Redis トポロジー | Session 状態の伝播 | レート制限 |
-| --- | --- | --- |
-| すべてのノードで Redis を共有 | 取り消しとバージョン更新は通常即時に伝播 | Redis の制限枠はノード間で共有 |
-| ノードごとに独立した Redis | 有効な `SYNC_FREQUENCY` 以内にデータベースへフォールバックして収束。バージョンローテーション直後の新しい Token は、古いキャッシュを持つノードで一時的に 401 になる場合があります | ノードごとに独立して計数するため、クラスター全体では設定値の約ノード数倍まで許可される可能性があります |
-| Redis なし | Session の検証ごとにデータベースを直接参照 | メモリ内の制限枠はノードごとに独立 |
-
-`SYNC_FREQUENCY` を短くすると独立 Redis のキャッシュ陳腐化時間は短くなりますが、有効な SID ごと、ノードごと、TTL ごとにデータベースへの主キー照会が 1 回増えます。この保証は Session 認証の陳腐化時間を限定するものです。レート制限や Redis を使うその他のコントロールプレーンキャッシュは、引き続きトポロジーに依存します。
-
-Token、Origin 検証、PAT の契約については[ユーザー認証とログインセッション](./docs/authentication.md)を参照してください。
-
-### 🔄 チャネルリトライとキャッシュ
-
-**リトライ設定:** `設定 → 運営設定 → 一般設定 → 失敗リトライ回数`
-
-**キャッシュ設定:**
-- `REDIS_CONN_STRING`：Redisキャッシュ（推奨）
-- `MEMORY_CACHE_ENABLED`：メモリキャッシュ
+不具合の報告には、バージョン、デプロイ方法、再現手順、機密情報を除いたログを添えてください。ドキュメント、翻訳、プロバイダー連携、対象を絞った回帰テストへの貢献も歓迎します。
 
 ---
 
@@ -447,36 +303,18 @@ Token、Origin 検証、PAT の契約については[ユーザー認証とログ
 
 ---
 
-## 💬 ヘルプサポート
-
-### 📖 ドキュメントリソース
-
-| リソース | リンク |
-|------|------|
-| 📘 よくある質問 | [FAQ](https://docs.newapi.pro/ja/docs/support/faq) |
-| 💬 コミュニティ交流 | [交流チャネル](https://docs.newapi.pro/ja/docs/support/community-interaction) |
-| 🐛 問題のフィードバック | [問題フィードバック](https://docs.newapi.pro/ja/docs/support/feedback-issues) |
-| 📚 完全なドキュメント | [公式ドキュメント](https://docs.newapi.pro/ja/docs) |
-
-### 🤝 貢献ガイド
-
-あらゆる形の貢献を歓迎します！
-
-- 🐛 バグを報告する
-- 💡 新しい機能を提案する
-- 📝 ドキュメントを改善する
-- 🔧 コードを提出する
-
----
-
 ## 📜 ライセンス
 
 このプロジェクトは [GNU Affero General Public License v3.0 (AGPLv3)](./LICENSE) の下でライセンスされています。
 
+AGPLv3 第 7 条に基づく[追加条項](./NOTICE)が適用されます。変更版では、適切な法的表示と、画面上の目立つ概要・法的情報・フッター・著作者表示の箇所に `Frontend design and development by New API contributors.` を残し、元のプロジェクト <https://github.com/QuantumNous/new-api> への可視リンクを保持する必要があります。
+
 本プロジェクトは、[One API](https://github.com/songquanpeng/one-api)（MITライセンス）をベースに開発されたオープンソースプロジェクトです。
 
 お客様の組織のポリシーがAGPLv3ライセンスのソフトウェアの使用を許可していない場合、またはAGPLv3のオープンソース義務を回避したい場合は、こちらまでお問い合わせください：[support@quantumnous.com](mailto:support@quantumnous.com)
 
+著作者と依存関係の表示については [NOTICE](./NOTICE) と[サードパーティライセンス](./THIRD-PARTY-LICENSES.md)を参照してください。
+
 ---
 
 ## 🌟 スター履歴
@@ -495,7 +333,7 @@ Token、Origin 検証、PAT の契約については[ユーザー認証とログ
 
 このプロジェクトがあなたのお役に立てたなら、ぜひ ⭐️ スターをください！
 
-**[公式ドキュメント](https://docs.newapi.pro/ja/docs)** • **[問題フィードバック](https://github.com/Calcium-Ion/new-api/issues)** • **[最新リリース](https://github.com/Calcium-Ion/new-api/releases)**
+**[公式ドキュメント](https://docs.newapi.ai/ja/docs)** • **[問題フィードバック](https://github.com/Calcium-Ion/new-api/issues)** • **[最新リリース](https://github.com/Calcium-Ion/new-api/releases)**
 
 <sub>❤️ で構築された QuantumNous</sub>
 
diff --git a/README.md b/README.md
index 06924e5..f79718f 100644
--- a/README.md
+++ b/README.md
@@ -4,7 +4,7 @@
 
 # New API
 
-🍥 **Next-Generation LLM Gateway and AI Asset Management System**
+**An AI gateway for models, applications, and agents**
 
 <p align="center">
   <a href="./README.zh_CN.md">简体中文</a> |
@@ -44,23 +44,49 @@
 </p>
 
 <p align="center">
-  <a href="#-quick-start">Quick Start</a> •
-  <a href="#-key-features">Key Features</a> •
-  <a href="#-deployment">Deployment</a> •
-  <a href="#-documentation">Documentation</a> •
-  <a href="#-help-support">Help</a>
+  <a href="#screenshots">Screenshots</a> •
+  <a href="#capabilities">Capabilities</a> •
+  <a href="#quick-start">Quick start</a> •
+  <a href="#deployment">Deployment</a> •
+  <a href="#development">Development</a> •
+  <a href="#documentation">Documentation</a>
 </p>
 
 </div>
 
+---
+
 ## 📝 Project Description
 
+New API is a self-hosted AI gateway for applications, agents, and teams. Connect upstream model services, expose a consistent API to your clients, and manage routing, access, usage, and costs in one place.
+
+Use it to share authorized model access across a team, switch providers without configuring every client again, or operate a private multi-model service with a web console. Upstreams include OpenAI, Anthropic, Google Gemini, Azure OpenAI, AWS Bedrock, Vertex AI, DeepSeek, Qwen, and other compatible services.
+
 > [!IMPORTANT]
 > - This project is intended solely for lawful and authorized AI API gateway, organization-level authentication, multi-model management, usage analytics, cost accounting, and private deployment scenarios.
 > - Users must lawfully obtain upstream API keys, accounts, model services, and interface permissions, and must comply with upstream terms of service and applicable laws and regulations.
 > - Users should ensure their use complies with upstream terms of service and applicable laws and regulations.
 > - When providing generative AI services to the public, users should comply with applicable regulatory requirements and fulfill all filing, licensing, content safety, real-name verification, log retention, tax, and upstream authorization obligations required by their jurisdiction.
 
+<!-- -->
+
+> [!WARNING]
+> When operating this project as a public generative AI service or API resale service, users should first complete all required filing, licensing, content safety, real-name verification, log retention, tax, payment, and upstream authorization obligations.
+
+---
+
+<a id="screenshots"></a>
+
+## Screenshots
+
+Accounts, channels, plugin installation states, usage, prices, and costs shown below are simulated data. The marketplace displays the official plugin catalog. Click an image to view it at full size.
+
+| Usage dashboard | Plugin marketplace |
+| --- | --- |
+| [![Usage dashboard with simulated requests, costs, and performance metrics](assets/screenshots/dashboard.en.jpg)](assets/screenshots/dashboard.en.jpg) | [![Official plugin marketplace with simulated installation status](assets/screenshots/plugin-marketplace.en.jpg)](assets/screenshots/plugin-marketplace.en.jpg) |
+| **Model square** | **Usage logs** |
+| [![Model square with simulated model pricing and availability](assets/screenshots/models.en.jpg)](assets/screenshots/models.en.jpg) | [![Usage logs with simulated tokens, costs, and response times](assets/screenshots/usage-logs.en.jpg)](assets/screenshots/usage-logs.en.jpg) |
+
 ---
 
 ## 🤝 Trusted Partners
@@ -79,9 +105,6 @@
   --><a href="https://bda.pku.edu.cn/" target="_blank">
     <img src="./docs/images/pku.png" alt="Peking University" height="80" />
   </a><!--
-  --><a href="https://www.compshare.cn/?ytag=GPU_yy_gh_newapi" target="_blank">
-    <img src="./docs/images/ucloud.png" alt="UCloud" height="80" />
-  </a><!--
   --><a href="https://www.aliyun.com/" target="_blank">
     <img src="./docs/images/aliyun.png" alt="Alibaba Cloud" height="80" />
   </a><!--
@@ -106,328 +129,174 @@
 
 ---
 
-## 🚀 Quick Start
+<a id="capabilities"></a>
 
-### Using Docker Compose (Recommended)
+## Capabilities
+
+| Area | What you can do |
+| --- | --- |
+| Model access | Use OpenAI Chat Completions, Responses, Anthropic Messages, and Gemini APIs; stream responses and use tools, reasoning, and multimodal inputs where supported |
+| Routing | Configure model mappings, channel priorities and weights, retries, channel affinity, and multiple upstream keys |
+| Usage and costs | Manage quotas, subscriptions, usage logs, cache accounting, and expression-based pricing for different usage tiers |
+| Access control | Manage users, groups, fine-grained permissions, and API key restrictions; use OAuth/OIDC, passkeys, two-factor authentication, and login session management |
+| Asynchronous tasks | Extend image, video, and other task APIs with JavaScript plugins, including task status and output retrieval |
+| Web console | Configure channels and models, inspect usage and audit logs, and try models in the playground; available in English, Simplified Chinese, Traditional Chinese, French, Japanese, Russian, and Vietnamese |
+
+### Protocols and endpoints
+
+| Interface | Common endpoints |
+| --- | --- |
+| OpenAI Chat / Responses | `POST /v1/chat/completions`, `POST /v1/responses` |
+| Anthropic Messages | `POST /v1/messages` |
+| Gemini | `POST /v1beta/models/{model}:generateContent`, `POST /v1beta/models/{model}:streamGenerateContent` |
+| Realtime / Responses WebSocket | `GET /v1/realtime`, `GET /v1/responses` (WebSocket upgrade) |
+| Images / audio | `/v1/images/generations`, `/v1/images/edits`, `/v1/audio/speech`, `/v1/audio/transcriptions`, `/v1/audio/translations` |
+| Embeddings / rerank | `POST /v1/embeddings`, `POST /v1/rerank` |
+| Task plugins | `POST /v1/tasks/{pluginKey}`, `GET /v1/tasks/{taskId}`, plus routes declared by each plugin |
+
+[RelayKit](./relaykit/README.md) provides request, response, and streaming conversion between the four text protocols. Available features depend on the channel, upstream model, and conversion path; protocol-specific tools and fields may not map exactly. WebSocket support also requires a compatible upstream and channel configuration.
+
+This README describes the current source tree. Check the release notes for the version you deploy.
+
+<a id="quick-start"></a>
+
+## Quick start
+
+### Try locally with Docker
+
+This starts a single instance with SQLite and binds it to localhost:
+
+```bash
+mkdir -p data
+docker run --name new-api -d --restart unless-stopped \
+  -p 127.0.0.1:3000:3000 \
+  -e TZ=Asia/Shanghai \
+  -v "$(pwd)/data:/data" \
+  calciumion/new-api:latest
+```
+
+Open [http://localhost:3000](http://localhost:3000) and complete the setup wizard to create the administrator account. The `data` directory persists the SQLite database across container replacements.
+
+### Make your first request
+
+1. Add a channel with your upstream API key, available models, and group assignment; run a channel test.
+2. Configure model pricing and ensure the user has quota or a valid subscription.
+3. Create an API key in the console with access to the same group and models.
+4. Set your client's base URL to `http://localhost:3000/v1` for OpenAI-compatible clients and use the **New API-issued key**.
+
+Set `NEW_API_KEY` in your shell to that key. List the models accessible to it:
+
+```bash
+curl --fail-with-body http://localhost:3000/v1/models \
+  -H "Authorization: Bearer ${NEW_API_KEY}"
+```
+
+Then call Responses, replacing `your-enabled-model` with an enabled model that supports this interface:
+
+```bash
+curl --fail-with-body http://localhost:3000/v1/responses \
+  -H "Authorization: Bearer ${NEW_API_KEY}" \
+  -H "Content-Type: application/json" \
+  -d '{"model":"your-enabled-model","input":"Hello!"}'
+```
+
+<a id="deployment"></a>
+
+## Deployment
+
+### Docker Compose
+
+The repository's [Compose configuration](./docker-compose.yml) starts **New API + PostgreSQL + Redis** by default. It also contains examples for MySQL and a separate ClickHouse log database.
 
 ```bash
-# Clone the project
 git clone https://github.com/QuantumNous/new-api.git
 cd new-api
-
-# Edit docker-compose.yml configuration
-nano docker-compose.yml
-
-# Start the service
-docker-compose up -d
 ```
 
-<details>
-<summary><strong>Using Docker Commands</strong></summary>
+Before starting, edit `docker-compose.yml`: replace the database and Redis example passwords in both the services and connection strings, and set a persistent random `SESSION_SECRET` (generate one with `openssl rand -hex 32`). For an HTTPS console, configure `SESSION_COOKIE_SECURE=true` and `SESSION_COOKIE_TRUSTED_URL` with its exact public HTTPS origin.
 
 ```bash
-# Pull the latest image
-docker pull calciumion/new-api:latest
-
-# Using SQLite (default)
-docker run --name new-api -d --restart always \
-  -p 3000:3000 \
-  -e TZ=Asia/Shanghai \
-  -v ./data:/data \
-  calciumion/new-api:latest
-
-# Using MySQL
-docker run --name new-api -d --restart always \
-  -p 3000:3000 \
-  -e SQL_DSN="root:123456@tcp(localhost:3306)/oneapi" \
-  -e TZ=Asia/Shanghai \
-  -v ./data:/data \
-  calciumion/new-api:latest
+docker compose up -d
+docker compose logs -f new-api
 ```
 
-> **💡 Tip:** `-v ./data:/data` will save data in the `data` folder of the current directory, you can also change it to an absolute path like `-v /your/custom/path:/data`
+### Storage and configuration
 
-</details>
+| Component | Options |
+| --- | --- |
+| Main database | SQLite, MySQL ≥ 5.7.8, or PostgreSQL ≥ 9.6 |
+| Separate log database | Configure with `LOG_SQL_DSN`; also supports ClickHouse |
+| Cache | Optional Redis plus in-memory caching; use shared Redis when application nodes need shared rate limits |
+| Container platforms | Linux amd64 / arm64 |
 
----
+| Variable | Purpose |
+| --- | --- |
+| `SQL_DSN` | Main database connection; unset uses SQLite |
+| `LOG_SQL_DSN` | Optional separate log database connection |
+| `REDIS_CONN_STRING` | Redis connection string |
+| `SESSION_SECRET` | Persistent authentication secret; all nodes must use the same value |
+| `CRYPTO_SECRET` | Defaults to `SESSION_SECRET`; nodes sharing Redis must use the same effective value |
+| `SESSION_COOKIE_SECURE` | Set to `true` for an HTTPS console; enables Secure refresh cookies and strict refresh/logout origin checks |
+| `SESSION_COOKIE_TRUSTED_URL` | Required in Secure mode: comma-separated exact HTTPS origins, without paths or wildcards; leave unset for local HTTP |
+| `TRUSTED_PROXIES` | Trusted reverse-proxy IPs/CIDRs, or `none`; explicitly configure for your network |
 
-🎉 After deployment is complete, visit `http://localhost:3000` to start using!
+See the [environment example](./.env.example), [environment reference](https://docs.newapi.ai/en/docs/installation/config-maintenance/environment-variables), and [authentication and session guide](./docs/authentication.md) for full configuration. Configure container variables in Compose's `environment` or `env_file`; copying `.env.example` alone does not inject variables into the container.
 
-> [!WARNING]
-> When operating this project as a public generative AI service or API resale service, users should first complete all required filing, licensing, content safety, real-name verification, log retention, tax, payment, and upstream authorization obligations.
+For production, put the console behind HTTPS and configure your reverse proxy for streaming and WebSocket upgrades. Persist and back up the database and mounted data. Multi-node deployments must share the main database and authentication secrets; separate Redis instances or in-memory rate limiters count limits independently per node. The session guide describes propagation behavior for each topology.
 
-📖 For more deployment methods, please refer to [Deployment Guide](https://docs.newapi.pro/en/docs/installation)
+Pin an image version from [Releases](https://github.com/QuantumNous/new-api/releases), review its upgrade notes, and back up before upgrading. The `latest` tag follows published builds and can change; migrations and compatibility must be assessed for your existing installation.
 
----
+<a id="development"></a>
 
-## 📚 Documentation
+## Development and extensions
 
-<div align="center">
+The backend uses Go and Gin. The web console uses React 19, TypeScript, Rsbuild, TanStack, and Tailwind CSS 4. Use Bun for frontend dependencies and scripts; see [go.mod](./go.mod) for the Go language baseline and [Dockerfile](./Dockerfile) for the container build toolchain.
 
-### 📖 [Official Documentation](https://docs.newapi.pro/en/docs) | [![Ask DeepWiki](https://deepwiki.com/badge.svg)](https://deepwiki.com/QuantumNous/new-api)
-
-</div>
-
-**Quick Navigation:**
-
-| Category | Link |
-|------|------|
-| 🚀 Deployment Guide | [Installation Documentation](https://docs.newapi.pro/en/docs/installation) |
-| ⚙️ Environment Configuration | [Environment Variables](https://docs.newapi.pro/en/docs/installation/config-maintenance/environment-variables) |
-| 📡 API Documentation | [API Documentation](https://docs.newapi.pro/en/docs/api) |
-| ❓ FAQ | [FAQ](https://docs.newapi.pro/en/docs/support/faq) |
-| 💬 Community Interaction | [Communication Channels](https://docs.newapi.pro/en/docs/support/community-interaction) |
-
----
-
-## ✨ Key Features
-
-> For detailed features, please refer to [Features Introduction](https://docs.newapi.pro/en/docs/guide/wiki/basic-concepts/features-introduction)
-
-### 🎨 Core Functions
-
-| Feature | Description |
-|------|------|
-| 🎨 New UI | Modern user interface design |
-| 🌍 Multi-language | Supports Simplified Chinese, Traditional Chinese, English, French, Japanese |
-| 🔄 Data Compatibility | Fully compatible with the original One API database |
-| 📈 Data Dashboard | Visual console and statistical analysis |
-| 🔒 Permission Management | Token grouping, model restrictions, user management |
-
-### 💰 Authorized Usage Accounting and Billing
-
-- ✅ Internal top-up and quota allocation for lawful authorized scenarios (EPay, Stripe)
-- ✅ Organization-level per-request, usage-based, and cache-hit cost accounting
-- ✅ Cache billing statistics for OpenAI, Azure, DeepSeek, Claude, Qwen, and supported models
-- ✅ Flexible billing policies for internal management or authorized enterprise customers
-
-### 🔐 Authorization and Security
-
-- 😈 Discord authorization login
-- 🤖 LinuxDO authorization login
-- 📱 Telegram authorization login
-- 🔑 OIDC unified authentication
-- 🔍 Key quota query usage (with [new-api-key-tool](https://github.com/Calcium-Ion/new-api-key-tool))
-
-### 🚀 Advanced Features
-
-**API Format Support:**
-- ⚡ [OpenAI Responses](https://docs.newapi.pro/en/docs/api/ai-model/chat/openai/create-response)
-- ⚡ [OpenAI Realtime API](https://docs.newapi.pro/en/docs/api/ai-model/realtime/create-realtime-session) (including Azure)
-- ⚡ [Claude Messages](https://docs.newapi.pro/en/docs/api/ai-model/chat/create-message)
-- ⚡ [Google Gemini](https://doc.newapi.pro/en/api/google-gemini-chat)
-- 🔄 [Rerank Models](https://docs.newapi.pro/en/docs/api/ai-model/rerank/create-rerank) (Cohere, Jina)
-
-**Intelligent Routing:**
-- ⚖️ Channel weighted random
-- 🔄 Automatic retry on failure
-- 🚦 User-level model rate limiting
-
-**Format Conversion:**
-- 🔄 **OpenAI Compatible ⇄ Claude Messages**
-- 🔄 **OpenAI Compatible → Google Gemini**
-- 🔄 **Google Gemini → OpenAI Compatible** - Text only, function calling not supported yet
-- 🚧 **OpenAI Compatible ⇄ OpenAI Responses** - In development
-- 🔄 **Thinking-to-content functionality**
-
-**Reasoning Effort Support:**
-
-<details>
-<summary>View detailed configuration</summary>
-
-**OpenAI series models:**
-- `o3-mini-high` - High reasoning effort
-- `o3-mini-medium` - Medium reasoning effort
-- `o3-mini-low` - Low reasoning effort
-- `gpt-5-high` - High reasoning effort
-- `gpt-5-medium` - Medium reasoning effort
-- `gpt-5-low` - Low reasoning effort
-
-**Claude thinking models:**
-- `claude-3-7-sonnet-20250219-thinking` - Enable thinking mode
-
-**Google Gemini series models:**
-- `gemini-2.5-flash-thinking` - Enable thinking mode
-- `gemini-2.5-flash-nothinking` - Disable thinking mode
-- `gemini-2.5-pro-thinking` - Enable thinking mode
-- `gemini-2.5-pro-thinking-128` - Enable thinking mode with thinking budget of 128 tokens
-- You can also append `-low`, `-medium`, or `-high` to any Gemini model name to request the corresponding reasoning effort (no extra thinking-budget suffix needed).
-
-</details>
-
----
-
-## 🤖 Model Support
-
-> For details, please refer to [API Documentation - Gateway Interface](https://docs.newapi.pro/en/docs/api)
-
-| Model Type | Description | Documentation |
-|---------|------|------|
-| 🤖 OpenAI-Compatible | OpenAI compatible models | [Documentation](https://docs.newapi.pro/en/docs/api/ai-model/chat/openai/createchatcompletion) |
-| 🤖 OpenAI Responses | OpenAI Responses format | [Documentation](https://docs.newapi.pro/en/docs/api/ai-model/chat/openai/createresponse) |
-| 🎨 Midjourney-Proxy | [Midjourney-Proxy(Plus)](https://github.com/novicezk/midjourney-proxy) | [Documentation](https://doc.newapi.pro/api/midjourney-proxy-image) |
-| 🎵 Suno-API | [Suno API](https://github.com/Suno-API/Suno-API) | [Documentation](https://doc.newapi.pro/api/suno-music) |
-| 🔄 Rerank | Cohere, Jina | [Documentation](https://docs.newapi.pro/en/docs/api/ai-model/rerank/creatererank) |
-| 💬 Claude | Messages format | [Documentation](https://docs.newapi.pro/en/docs/api/ai-model/chat/createmessage) |
-| 🌐 Gemini | Google Gemini format | [Documentation](https://docs.newapi.pro/en/docs/api/ai-model/chat/gemini/geminirelayv1beta) |
-| 🔧 Dify | ChatFlow mode | - |
-| 🎯 Custom upstream | Supports configuring legally authorized upstream endpoints | - |
-
-### 📡 Supported Interfaces
-
-<details>
-<summary>View complete interface list</summary>
-
-- [Chat Interface (Chat Completions)](https://docs.newapi.pro/en/docs/api/ai-model/chat/openai/createchatcompletion)
-- [Response Interface (Responses)](https://docs.newapi.pro/en/docs/api/ai-model/chat/openai/createresponse)
-- [Image Interface (Image)](https://docs.newapi.pro/en/docs/api/ai-model/images/openai/post-v1-images-generations)
-- [Audio Interface (Audio)](https://docs.newapi.pro/en/docs/api/ai-model/audio/openai/create-transcription)
-- [Video Interface (Video)](https://docs.newapi.pro/en/docs/api/ai-model/videos/sora/createvideo)
-- [Embedding Interface (Embeddings)](https://docs.newapi.pro/en/docs/api/ai-model/embeddings/createembedding)
-- [Rerank Interface (Rerank)](https://docs.newapi.pro/en/docs/api/ai-model/rerank/creatererank)
-- [Realtime Conversation (Realtime)](https://docs.newapi.pro/en/docs/api/ai-model/realtime/createrealtimesession)
-- [Claude Chat](https://docs.newapi.pro/en/docs/api/ai-model/chat/createmessage)
-- [Google Gemini Chat](https://docs.newapi.pro/en/docs/api/ai-model/chat/gemini/geminirelayv1beta)
-
-</details>
-
----
-
-## 🚢 Deployment
-
-> [!TIP]
-> **Latest Docker image:** `calciumion/new-api:latest`
-
-### 📋 Deployment Requirements
-
-| Component | Requirement |
-|------|------|
-| **Local database** | SQLite (Docker must mount `/data` directory)|
-| **Remote database** | MySQL ≥ 5.7.8 or PostgreSQL ≥ 9.6 |
-| **Container engine** | Docker / Docker Compose |
-| **System architecture** | 64-bit only (amd64 / arm64); 32-bit systems are not supported |
-
-### ⚙️ Environment Variable Configuration
-
-<details>
-<summary>Common environment variable configuration</summary>
-
-| Variable Name | Description | Default Value |
-|--------|------|--------|
-| `SESSION_SECRET` | Authentication signing secret; must be identical on every node | - |
-| `SESSION_COOKIE_SECURE` | `false`/unset disables the refresh/logout OriginGuard for local HTTP dev proxies; `true` enables the Secure cookie and strict Origin checks | `false` |
-| `SESSION_COOKIE_TRUSTED_URL` | Required with Secure mode: comma-separated exact HTTPS Origins allowed to call refresh/logout; not a relay CORS allowlist | - |
-| `TRUSTED_PROXIES` | Unset/blank trusts loopback, RFC 1918 and IPv6 ULA with a startup warning; `none` trusts no proxies; an explicit proxy IP/CIDR list replaces the defaults | `127.0.0.0/8, ::1, 10.0.0.0/8, 172.16.0.0/12, 192.168.0.0/16, fc00::/7` |
-| `USER_SESSION_ACTIVE_LIMIT` | Maximum active login Sessions per user | `50` |
-| `USER_SESSION_ISSUANCE_LIMIT` | Maximum Sessions created per user within the issuance window, including revoked Sessions | `100` |
-| `USER_SESSION_ISSUANCE_WINDOW_SECONDS` | Per-user Session issuance window; clamped to the revoked retention period when configured higher | `86400` |
-| `USER_SESSION_REVOKED_RETENTION_DAYS` | Days to retain revoked Session rows for audit and issuance accounting | `7` |
-| `USER_SESSION_HOURLY_ALERT_THRESHOLD` | Global Sessions created per hour that triggers an alert only; it never blocks login | `5000` |
-| `CRYPTO_SECRET` | HMAC secret for cache keys; nodes sharing Redis must use the same effective value | Defaults to `SESSION_SECRET` |
-| `SQL_DSN` | Database connection string | - |
-| `REDIS_CONN_STRING` | Redis connection string | - |
-| `RELAY_IDLE_CONN_TIMEOUT` | Idle keep-alive timeout for relay HTTP clients, seconds. Defaults to Go standard library behavior; set `0` to disable | `90` |
-| `RELAY_RESPONSE_HEADER_TIMEOUT` | How long the relay waits for upstream **response headers**, seconds; set `0` to disable. Only bounds the header wait -- streaming after the headers arrive is unaffected. Note that non-streaming upstreams usually send headers only once generation finishes, so leave headroom | `1800` |
-| `STREAMING_TIMEOUT` | Streaming timeout (seconds) | `300` |
-| `STREAM_SCANNER_MAX_BUFFER_MB` | Max per-line buffer (MB) for the stream scanner; increase when upstream sends huge image/base64 payloads | `64` |
-| `MAX_REQUEST_BODY_MB` | Max request body size (MB, counted **after decompression**; prevents huge requests/zip bombs from exhausting memory). Exceeding it returns `413` | `32` |
-| `AZURE_DEFAULT_API_VERSION` | Azure API version | `2025-04-01-preview` |
-| `ERROR_LOG_ENABLED` | Error log switch | `false` |
-| `PYROSCOPE_URL` | Pyroscope server address | - |
-| `PYROSCOPE_APP_NAME` | Pyroscope application name | `new-api` |
-| `PYROSCOPE_BASIC_AUTH_USER` | Pyroscope basic auth user | - |
-| `PYROSCOPE_BASIC_AUTH_PASSWORD` | Pyroscope basic auth password | - |
-| `PYROSCOPE_MUTEX_RATE` | Pyroscope mutex sampling rate | `5` |
-| `PYROSCOPE_BLOCK_RATE` | Pyroscope block sampling rate | `5` |
-| `HOSTNAME` | Hostname tag for Pyroscope | `new-api` |
-
-📖 **Complete configuration:** [Environment Variables Documentation](https://docs.newapi.pro/en/docs/installation/config-maintenance/environment-variables)
-
-</details>
-
-### 🔧 Deployment Methods
-
-<details>
-<summary><strong>Method 1: Docker Compose (Recommended)</strong></summary>
+Build the frontend before starting the backend, which embeds `web/dist`:
 
 ```bash
-# Clone the project
-git clone https://github.com/QuantumNous/new-api.git
-cd new-api
-
-# Edit configuration
-nano docker-compose.yml
-
-# Start service
-docker-compose up -d
+# Repository root
+cd web
+bun install --frozen-lockfile
+bun run build
+cd ..
+go run .
 ```
 
-</details>
+In a second terminal, start the frontend development server:
 
-<details>
-<summary><strong>Method 2: Docker Commands</strong></summary>
-
-**Using SQLite:**
 ```bash
-docker run --name new-api -d --restart always \
-  -p 3000:3000 \
-  -e TZ=Asia/Shanghai \
-  -v ./data:/data \
-  calciumion/new-api:latest
+cd web
+bun run dev -- --port 5173
 ```
 
-**Using MySQL:**
-```bash
-docker run --name new-api -d --restart always \
-  -p 3000:3000 \
-  -e SQL_DSN="root:123456@tcp(localhost:3306)/oneapi" \
-  -e TZ=Asia/Shanghai \
-  -v ./data:/data \
-  calciumion/new-api:latest
-```
+Open [http://localhost:5173](http://localhost:5173); the development server proxies API requests to the backend on port 3000. For a containerized development backend, see [docker-compose.dev.yml](./docker-compose.dev.yml) and the `make dev` target in [makefile](./makefile).
 
-> **💡 Path explanation:**
-> - `./data:/data` - Relative path, data saved in the data folder of the current directory
-> - You can also use absolute path, e.g.: `/your/custom/path:/data`
+| Location | Responsibility |
+| --- | --- |
+| `router/`, `middleware/`, `controller/` | HTTP routes, access checks, and API handlers |
+| `relay/` | Upstream adapters and request routing |
+| `service/`, `model/` | Business logic and persistence |
+| [relaykit/](./relaykit/README.md) | Independently buildable Go module for protocol DTOs and conversions |
+| [plugins/tasks/](./plugins/tasks/) | JavaScript task plugins; see [Task Plugin API v1](./docs/plugin-api/v1.md) for authoring and host boundaries |
+| `web/` | Web console; see [frontend conventions](./web/AGENTS.md) |
+| [electron/](./electron/README.md) | Desktop wrapper and packaging |
 
-</details>
+Read [AGENTS.md](./AGENTS.md) before contributing. Run checks appropriate to your change, including `make test` for the Go modules and `bun run typecheck`, `bun run lint`, `bun run test`, and `bun run build` in `web/` for frontend changes. Changes to RelayKit must also pass `GOWORK=off go build ./...` from `relaykit/`.
 
-<details>
-<summary><strong>Method 3: BaoTa Panel</strong></summary>
+<a id="documentation"></a>
 
-1. Install BaoTa Panel (≥ 9.2.0 version)
-2. Search for **New-API** in the application store
-3. One-click installation
+## Documentation and community
 
-📖 [Tutorial with images](./docs/BT.md)
+| Resource | Link |
+| --- | --- |
+| Official documentation | [Guides](https://docs.newapi.ai/en/docs) · [Installation](https://docs.newapi.ai/en/docs/installation) · [API reference](https://docs.newapi.ai/en/docs/api) |
+| Project exploration | [DeepWiki](https://deepwiki.com/QuantumNous/new-api) |
+| Questions and discussion | [FAQ](https://docs.newapi.ai/en/docs/support/faq) · [Community](https://docs.newapi.ai/en/docs/support/community-interaction) |
+| Bugs and feature requests | [GitHub Issues](https://github.com/QuantumNous/new-api/issues) |
+| Security reports | Follow the [security policy](./.github/SECURITY.md) for private reporting |
 
-</details>
-
-### ⚠️ Multi-machine Deployment Considerations
-
-> [!WARNING]
-> - All nodes must use the same primary database and the same `SESSION_SECRET`; otherwise Access Tokens, refresh sessions, and temporary authentication flows cannot be verified consistently.
-> - Nodes connected to the same Redis must also use the same `CRYPTO_SECRET`, or their cache-key digests will differ and shared entries cannot be reused consistently.
-
-The database is authoritative for login Sessions and for the per-user active/issuance limits. Redis Session entries are short-lived caches whose TTL follows `SYNC_FREQUENCY` (60 seconds by default) and never exceeds the Session's remaining lifetime.
-
-| Redis topology | Session propagation | Rate limiting |
-| --- | --- | --- |
-| Shared Redis | Revocations and version publications normally propagate immediately | Redis limits are shared across nodes |
-| Independent Redis per node | Nodes converge from the database within the effective `SYNC_FREQUENCY`; a newly rotated token may receive a temporary 401 on a node with stale cache | Each node has its own allowance, so aggregate capacity can reach roughly the configured limit multiplied by the node count |
-| No Redis | Every Session validation reads the database | In-memory limits are independent per node |
-
-A shorter `SYNC_FREQUENCY` reduces the independent-Redis staleness window but causes one additional primary-key Session lookup per active SID, per node, per TTL. These guarantees make Session authentication bounded-stale across the supported topologies; rate limits and other Redis-backed control-plane caches remain topology-dependent.
-
-See [User authentication and login sessions](./docs/authentication.md) for the token, Origin-check and PAT contracts.
-
-### 🔄 Channel Retry and Cache
-
-**Retry configuration:** `Settings → Operation Settings → General Settings → Failure Retry Count`
-
-**Cache configuration:**
-- `REDIS_CONN_STRING`: Redis cache (recommended)
-- `MEMORY_CACHE_ENABLED`: Memory cache
+For bug reports, include the version, deployment method, reproduction steps, and redacted logs. Documentation, translations, provider integrations, and focused regression tests are all welcome contributions.
 
 ---
 
@@ -449,28 +318,6 @@ See [User authentication and login sessions](./docs/authentication.md) for the t
 
 ---
 
-## 💬 Help Support
-
-### 📖 Documentation Resources
-
-| Resource | Link |
-|------|------|
-| 📘 FAQ | [FAQ](https://docs.newapi.pro/en/docs/support/faq) |
-| 💬 Community Interaction | [Communication Channels](https://docs.newapi.pro/en/docs/support/community-interaction) |
-| 🐛 Issue Feedback | [Issue Feedback](https://docs.newapi.pro/en/docs/support/feedback-issues) |
-| 📚 Complete Documentation | [Official Documentation](https://docs.newapi.pro/en/docs) |
-
-### 🤝 Contribution Guide
-
-Welcome all forms of contribution!
-
-- 🐛 Report Bugs
-- 💡 Propose New Features
-- 📝 Improve Documentation
-- 🔧 Submit Code
-
----
-
 ## 📜 License
 
 This project is licensed under the [GNU Affero General Public License v3.0 (AGPLv3)](./LICENSE).
@@ -487,6 +334,8 @@ This is an open-source project developed based on [One API](https://github.com/s
 
 If your organization's policies do not permit the use of AGPLv3-licensed software, or if you wish to avoid the open-source obligations of AGPLv3, please contact us at: [support@quantumnous.com](mailto:support@quantumnous.com)
 
+See [NOTICE](./NOTICE) and [third-party licenses](./THIRD-PARTY-LICENSES.md) for attribution and dependency notices.
+
 ---
 
 ## 🌟 Star History
@@ -505,7 +354,7 @@ If your organization's policies do not permit the use of AGPLv3-licensed softwar
 
 If this project is helpful to you, welcome to give us a ⭐️ Star！
 
-**[Official Documentation](https://docs.newapi.pro/en/docs)** • **[Issue Feedback](https://github.com/Calcium-Ion/new-api/issues)** • **[Latest Release](https://github.com/Calcium-Ion/new-api/releases)**
+**[Official Documentation](https://docs.newapi.ai/en/docs)** • **[Issue Feedback](https://github.com/Calcium-Ion/new-api/issues)** • **[Latest Release](https://github.com/Calcium-Ion/new-api/releases)**
 
 <sub>Built with ❤️ by QuantumNous</sub>
 
diff --git a/README.zh_CN.md b/README.zh_CN.md
index 9ab2375..2864174 100644
--- a/README.zh_CN.md
+++ b/README.zh_CN.md
@@ -4,10 +4,10 @@
 
 # New API
 
-🍥 **新一代大模型网关与AI资产管理系统**
+**连接模型、应用与 Agent 的 AI 网关**
 
 <p align="center">
-  简体中文 |
+  <strong>简体中文</strong> |
   <a href="./README.zh_TW.md">繁體中文</a> |
   <a href="./README.md">English</a> |
   <a href="./README.fr.md">Français</a> |
@@ -44,23 +44,49 @@
 </p>
 
 <p align="center">
-  <a href="#-快速开始">快速开始</a> •
-  <a href="#-主要特性">主要特性</a> •
-  <a href="#-部署">部署</a> •
-  <a href="#-文档">文档</a> •
-  <a href="#-帮助支持">帮助</a>
+  <a href="#screenshots">项目截图</a> •
+  <a href="#capabilities">核心能力</a> •
+  <a href="#quick-start">快速开始</a> •
+  <a href="#deployment">部署运维</a> •
+  <a href="#development">开发扩展</a> •
+  <a href="#documentation">文档社区</a>
 </p>
 
 </div>
 
+---
+
 ## 📝 项目说明
 
+New API 是面向应用、Agent 和团队的自托管 AI 网关。将不同厂商的模型服务接入统一入口，在同一套控制台中管理渠道、访问权限、用量与成本。
+
+你可以用它为团队分配已授权的模型资源，在切换上游时减少客户端改动，或搭建自己的多模型服务。支持接入 OpenAI、Anthropic、Google Gemini、Azure OpenAI、AWS Bedrock、Vertex AI、DeepSeek、通义千问及其他兼容服务。
+
 > [!IMPORTANT]
 > - 本项目仅面向合法授权的 AI API 网关、组织内部鉴权、多模型管理、用量统计、成本核算和私有化部署场景。
 > - 使用者必须合法取得上游 API Key、账号、模型服务或接口权限，并遵守上游服务条款及适用法律法规。
 > - 使用者应确保其使用方式符合上游服务条款及适用法律法规。
 > - 面向公众提供生成式人工智能服务时，使用者应遵守[《生成式人工智能服务管理暂行办法》](http://www.cac.gov.cn/2023-07/13/c_1690898327029107.htm)等监管要求，自行完成所在司法辖区要求的备案、许可、内容安全、实名、日志留存、税务和上游授权等合规义务。
 
+<!-- -->
+
+> [!WARNING]
+> 将本项目作为面向公众的生成式 AI 服务或 API 转售服务运营时，使用者应先完成备案、内容安全、实名、日志留存、税务、支付和上游授权等合规义务。
+
+---
+
+<a id="screenshots"></a>
+
+## 项目截图
+
+以下账号、渠道、插件安装状态、用量、价格和费用均为模拟数据，插件市场展示官方目录。点击图片可查看原图。
+
+| 数据看板 | 插件市场 |
+| --- | --- |
+| [![数据看板：模拟请求量、费用和性能指标](assets/screenshots/dashboard.zh-CN.jpg)](assets/screenshots/dashboard.zh-CN.jpg) | [![插件市场：官方插件目录与模拟安装状态](assets/screenshots/plugin-marketplace.zh-CN.jpg)](assets/screenshots/plugin-marketplace.zh-CN.jpg) |
+| **模型广场** | **使用日志** |
+| [![模型广场：模拟模型价格与可用状态](assets/screenshots/models.zh-CN.jpg)](assets/screenshots/models.zh-CN.jpg) | [![使用日志：模拟 Token 用量、费用和响应耗时](assets/screenshots/usage-logs.zh-CN.jpg)](assets/screenshots/usage-logs.zh-CN.jpg) |
+
 ---
 
 ## 🤝 我们信任的合作伙伴
@@ -79,9 +105,6 @@
   --><a href="https://bda.pku.edu.cn/" target="_blank">
     <img src="./docs/images/pku.png" alt="北京大学" height="80" />
   </a><!--
-  --><a href="https://www.compshare.cn/?ytag=GPU_yy_gh_newapi" target="_blank">
-    <img src="./docs/images/ucloud.png" alt="UCloud 优刻得" height="80" />
-  </a><!--
   --><a href="https://www.aliyun.com/" target="_blank">
     <img src="./docs/images/aliyun.png" alt="阿里云" height="80" />
   </a><!--
@@ -106,326 +129,174 @@
 
 ---
 
-## 🚀 快速开始
+<a id="capabilities"></a>
 
-### 使用 Docker Compose（推荐）
+## 核心能力
+
+| 方向 | 可以做什么 |
+| --- | --- |
+| 模型接入 | 支持 OpenAI Chat Completions、Responses、Anthropic Messages 和 Gemini 协议，以及上游支持的流式输出、工具调用、推理与多模态输入 |
+| 渠道调度 | 配置模型映射、渠道优先级与权重、失败重试、渠道亲和性和多密钥管理 |
+| 用量与成本 | 管理额度、订阅套餐、用量日志、缓存计费，以及基于表达式的阶梯定价 |
+| 访问控制 | 管理用户、分组、细粒度权限和 API Key 限制；支持 OAuth/OIDC、通行密钥、两步验证与登录会话管理 |
+| 异步任务 | 通过 JavaScript 插件扩展图片、视频等任务 API，统一查询任务状态和获取产物 |
+| Web 控制台 | 配置渠道与模型、查看用量和审计日志、在 Playground 中调试模型；支持简体中文、繁体中文、英语、法语、日语、俄语和越南语 |
+
+### 协议与接口
+
+| 接口类型 | 常用入口 |
+| --- | --- |
+| OpenAI Chat / Responses | `POST /v1/chat/completions`、`POST /v1/responses` |
+| Anthropic Messages | `POST /v1/messages` |
+| Gemini | `POST /v1beta/models/{model}:generateContent`、`POST /v1beta/models/{model}:streamGenerateContent` |
+| Realtime / Responses WebSocket | `GET /v1/realtime`、`GET /v1/responses`（WebSocket 升级） |
+| 图片 / 音频 | `/v1/images/generations`、`/v1/images/edits`、`/v1/audio/speech`、`/v1/audio/transcriptions`、`/v1/audio/translations` |
+| 向量 / 重排 | `POST /v1/embeddings`、`POST /v1/rerank` |
+| 任务插件 | `POST /v1/tasks/{pluginKey}`、`GET /v1/tasks/{taskId}`，以及各插件声明的协议路由 |
+
+[RelayKit](./relaykit/README.md) 提供上述四种文本协议之间的请求、响应和流式转换。实际可用能力取决于渠道、上游模型和转换路径；协议特有的工具与字段可能无法完整映射。WebSocket 同样需要上游与渠道配置支持。
+
+本 README 描述当前源码的能力，部署时请同时查看所选版本的发布说明。
+
+<a id="quick-start"></a>
+
+## 快速开始
+
+### 使用 Docker 本地体验
+
+以下命令使用 SQLite 启动单实例，仅监听本机端口：
+
+```bash
+mkdir -p data
+docker run --name new-api -d --restart unless-stopped \
+  -p 127.0.0.1:3000:3000 \
+  -e TZ=Asia/Shanghai \
+  -v "$(pwd)/data:/data" \
+  calciumion/new-api:latest
+```
+
+打开 [http://localhost:3000](http://localhost:3000)，按初始化向导创建管理员账号。SQLite 数据库存放在挂载的 `data` 目录中，更换容器后仍会保留。
+
+### 发起第一次请求
+
+1. 新建渠道，填写上游 API Key、可用模型和所属分组，执行渠道测试。
+2. 配置模型价格，确保调用用户有可用额度或有效订阅。
+3. 在控制台创建 API Key，确保它能访问对应分组和模型。
+4. 对于 OpenAI 兼容客户端，将 Base URL 设为 `http://localhost:3000/v1`，密钥使用 **New API 签发的 Key**。
+
+在终端中将 `NEW_API_KEY` 环境变量设为该密钥，查询它可以访问的模型：
+
+```bash
+curl --fail-with-body http://localhost:3000/v1/models \
+  -H "Authorization: Bearer ${NEW_API_KEY}"
+```
+
+然后调用 Responses，将 `your-enabled-model` 替换为已启用且支持该接口的模型名称：
+
+```bash
+curl --fail-with-body http://localhost:3000/v1/responses \
+  -H "Authorization: Bearer ${NEW_API_KEY}" \
+  -H "Content-Type: application/json" \
+  -d '{"model":"your-enabled-model","input":"Hello!"}'
+```
+
+<a id="deployment"></a>
+
+## 部署与运维
+
+### Docker Compose
+
+仓库的 [Compose 配置](./docker-compose.yml) 默认启动 **New API + PostgreSQL + Redis**，并提供 MySQL 和独立 ClickHouse 日志库的配置示例。
 
 ```bash
-# 克隆项目
 git clone https://github.com/QuantumNous/new-api.git
 cd new-api
-
-# 编辑 docker-compose.yml 配置
-nano docker-compose.yml
-
-# 启动服务
-docker-compose up -d
 ```
 
-<details>
-<summary><strong>使用 Docker 命令</strong></summary>
+启动前编辑 `docker-compose.yml`：同时替换数据库、Redis 服务及对应连接串中的示例密码，并设置固定的随机 `SESSION_SECRET`（可用 `openssl rand -hex 32` 生成）。通过 HTTPS 访问控制台时，设置 `SESSION_COOKIE_SECURE=true`，并在 `SESSION_COOKIE_TRUSTED_URL` 中填写控制台对外的精确 HTTPS Origin。
 
 ```bash
-# 拉取最新镜像
-docker pull calciumion/new-api:latest
-
-# 使用 SQLite（默认）
-docker run --name new-api -d --restart always \
-  -p 3000:3000 \
-  -e TZ=Asia/Shanghai \
-  -v ./data:/data \
-  calciumion/new-api:latest
-
-# 使用 MySQL
-docker run --name new-api -d --restart always \
-  -p 3000:3000 \
-  -e SQL_DSN="root:123456@tcp(localhost:3306)/oneapi" \
-  -e TZ=Asia/Shanghai \
-  -v ./data:/data \
-  calciumion/new-api:latest
+docker compose up -d
+docker compose logs -f new-api
 ```
 
-> **💡 提示：** `-v ./data:/data` 会将数据保存在当前目录的 `data` 文件夹中，你也可以改为绝对路径如 `-v /your/custom/path:/data`
+### 存储与配置
 
-</details>
+| 组件 | 可选方案 |
+| --- | --- |
+| 主数据库 | SQLite、MySQL ≥ 5.7.8、PostgreSQL ≥ 9.6 |
+| 独立日志库 | 通过 `LOG_SQL_DSN` 配置，额外支持 ClickHouse |
+| 缓存 | 可选 Redis 与内存缓存；多节点需要共享限流额度时使用共享 Redis |
+| 容器平台 | Linux amd64 / arm64 |
 
----
+| 环境变量 | 用途 |
+| --- | --- |
+| `SQL_DSN` | 主数据库连接串；未设置时使用 SQLite |
+| `LOG_SQL_DSN` | 可选的独立日志数据库连接串 |
+| `REDIS_CONN_STRING` | Redis 连接串 |
+| `SESSION_SECRET` | 持久保存的鉴权密钥，所有节点必须一致 |
+| `CRYPTO_SECRET` | 默认使用 `SESSION_SECRET`；共享 Redis 的节点必须使用相同的有效值 |
+| `SESSION_COOKIE_SECURE` | HTTPS 控制台设为 `true`，启用 Secure 刷新 Cookie 和严格的刷新／退出来源校验 |
+| `SESSION_COOKIE_TRUSTED_URL` | Secure 模式必填：以逗号分隔的精确 HTTPS Origin，不含路径或通配符；本地 HTTP 模式不设置 |
+| `TRUSTED_PROXIES` | 可信反向代理 IP/CIDR，或 `none`；按实际网络显式配置 |
 
-🎉 部署完成后，访问 `http://localhost:3000` 即可使用！
+完整配置见[环境变量示例](./.env.example)、[环境变量文档](https://docs.newapi.ai/zh/docs/installation/config-maintenance/environment-variables)和[鉴权与登录会话说明](./docs/authentication.md)。容器变量应通过 Compose 的 `environment` 或 `env_file` 注入；只复制 `.env.example` 不会自动将变量传入容器。
 
-> [!WARNING]
-> 将本项目作为面向公众的生成式 AI 服务或 API 转售服务运营时，使用者应先完成备案、内容安全、实名、日志留存、税务、支付和上游授权等合规义务。
+正式部署时使用 HTTPS，并配置反向代理支持流式响应与 WebSocket 升级。持久化并备份数据库和挂载数据。多节点必须共用主数据库和鉴权密钥；独立 Redis 或内存限流器会按节点分别计数。不同拓扑下的会话传播行为见鉴权文档。
 
-📖 更多部署方式请参考 [部署指南](https://docs.newapi.pro/zh/docs/installation)
+从[发布页](https://github.com/QuantumNous/new-api/releases)选择明确的镜像版本，阅读升级说明并先备份再升级。`latest` 会随发布构建变化；已有实例应按实际版本评估迁移与兼容性。
 
----
+<a id="development"></a>
 
-## 📚 文档
+## 开发与扩展
 
-<div align="center">
+后端使用 Go 和 Gin；控制台使用 React 19、TypeScript、Rsbuild、TanStack 与 Tailwind CSS 4。前端依赖和脚本使用 Bun；Go 语言基线见 [go.mod](./go.mod)，容器构建工具链见 [Dockerfile](./Dockerfile)。
 
-### 📖 [官方文档](https://docs.newapi.pro/zh/docs) | [![Ask DeepWiki](https://deepwiki.com/badge.svg)](https://deepwiki.com/QuantumNous/new-api)
-
-</div>
-
-**快速导航：**
-
-| 分类 | 链接 |
-|------|------|
-| 🚀 部署指南 | [安装文档](https://docs.newapi.pro/zh/docs/installation) |
-| ⚙️ 环境配置 | [环境变量](https://docs.newapi.pro/zh/docs/installation/config-maintenance/environment-variables) |
-| 📡 接口文档 | [API 文档](https://docs.newapi.pro/zh/docs/api) |
-| ❓ 常见问题 | [FAQ](https://docs.newapi.pro/zh/docs/support/faq) |
-| 💬 社区交流 | [交流渠道](https://docs.newapi.pro/zh/docs/support/community-interaction) |
-
----
-
-## ✨ 主要特性
-
-> 详细特性请参考 [特性说明](https://docs.newapi.pro/zh/docs/guide/wiki/basic-concepts/features-introduction)
-
-### 🎨 核心功能
-
-| 特性 | 说明 |
-|------|------|
-| 🎨 全新 UI | 现代化的用户界面设计 |
-| 🌍 多语言 | 支持中文、英文、法语、日语 |
-| 🔄 数据兼容 | 完全兼容原版 One API 数据库 |
-| 📈 数据看板 | 可视化控制台与统计分析 |
-| 🔒 权限管理 | 令牌分组、模型限制、用户管理 |
-
-### 💰 授权用量与成本管理
-
-- ✅ 合法授权场景下的内部充值与额度分配（易支付、Stripe）
-- ✅ 组织内按次、按量或缓存命中成本核算
-- ✅ 支持 OpenAI、Azure、DeepSeek、Claude、Qwen 等模型的缓存计费统计
-- ✅ 面向内部管理或企业客户的灵活计费策略配置
-
-### 🔐 授权与安全
-
-- 😈 Discord 授权登录
-- 🤖 LinuxDO 授权登录
-- 📱 Telegram 授权登录
-- 🔑 OIDC 统一认证
-- 🔍 Key 查询使用额度（配合 [new-api-key-tool](https://github.com/Calcium-Ion/new-api-key-tool)）
-
-### 🚀 高级功能
-
-**API 格式支持：**
-- ⚡ [OpenAI Responses](https://docs.newapi.pro/zh/docs/api/ai-model/chat/openai/create-response)
-- ⚡ [OpenAI Realtime API](https://docs.newapi.pro/zh/docs/api/ai-model/realtime/create-realtime-session)（含 Azure）
-- ⚡ [Claude Messages](https://docs.newapi.pro/zh/docs/api/ai-model/chat/create-message)
-- ⚡ [Google Gemini](https://doc.newapi.pro/api/google-gemini-chat)
-- 🔄 [Rerank 模型](https://docs.newapi.pro/zh/docs/api/ai-model/rerank/create-rerank)（Cohere、Jina）
-
-**智能路由：**
-- ⚖️ 渠道加权随机
-- 🔄 失败自动重试
-- 🚦 用户级别模型限流
-
-**格式转换：**
-- 🔄 **OpenAI Compatible ⇄ Claude Messages**
-- 🔄 **OpenAI Compatible → Google Gemini**
-- 🔄 **Google Gemini → OpenAI Compatible** - 仅支持文本，暂不支持函数调用
-- 🚧 **OpenAI Compatible ⇄ OpenAI Responses** - 开发中
-- 🔄 **思考转内容功能**
-
-**Reasoning Effort 支持：**
-
-<details>
-<summary>查看详细配置</summary>
-
-**OpenAI 系列模型：**
-- `o3-mini-high` - High reasoning effort
-- `o3-mini-medium` - Medium reasoning effort
-- `o3-mini-low` - Low reasoning effort
-- `gpt-5-high` - High reasoning effort
-- `gpt-5-medium` - Medium reasoning effort
-- `gpt-5-low` - Low reasoning effort
-
-**Claude 思考模型：**
-- `claude-3-7-sonnet-20250219-thinking` - 启用思考模式
-
-**Google Gemini 系列模型：**
-- `gemini-2.5-flash-thinking` - 启用思考模式
-- `gemini-2.5-flash-nothinking` - 禁用思考模式
-- `gemini-2.5-pro-thinking` - 启用思考模式
-- `gemini-2.5-pro-thinking-128` - 启用思考模式，并设置思考预算为128tokens
-- 也可以直接在 Gemini 模型名称后追加 `-low` / `-medium` / `-high` 来控制思考力度（无需再设置思考预算后缀）
-
-</details>
-
----
-
-## 🤖 模型支持
-
-> 详情请参考 [接口文档 - 网关接口](https://docs.newapi.pro/zh/docs/api)
-
-| 模型类型 | 说明 | 文档 |
-|---------|------|------|
-| 🤖 OpenAI-Compatible | OpenAI 兼容模型 | [文档](https://docs.newapi.pro/zh/docs/api/ai-model/chat/openai/createchatcompletion) |
-| 🤖 OpenAI Responses | OpenAI Responses 格式 | [文档](https://docs.newapi.pro/zh/docs/api/ai-model/chat/openai/createresponse) |
-| 🎨 Midjourney-Proxy | [Midjourney-Proxy(Plus)](https://github.com/novicezk/midjourney-proxy) | [文档](https://doc.newapi.pro/api/midjourney-proxy-image) |
-| 🎵 Suno-API | [Suno API](https://github.com/Suno-API/Suno-API) | [文档](https://doc.newapi.pro/api/suno-music) |
-| 🔄 Rerank | Cohere、Jina | [文档](https://docs.newapi.pro/zh/docs/api/ai-model/rerank/create-rerank) |
-| 💬 Claude | Messages 格式 | [文档](https://docs.newapi.pro/zh/docs/api/ai-model/chat/createmessage) |
-| 🌐 Gemini | Google Gemini 格式 | [文档](https://docs.newapi.pro/zh/docs/api/ai-model/chat/gemini/geminirelayv1beta) |
-| 🔧 Dify | ChatFlow 模式 | - |
-| 🎯 自定义上游 | 支持配置合法授权的上游接口地址 | - |
-
-### 📡 支持的接口
-
-<details>
-<summary>查看完整接口列表</summary>
-
-- [聊天接口 (Chat Completions)](https://docs.newapi.pro/zh/docs/api/ai-model/chat/openai/createchatcompletion)
-- [响应接口 (Responses)](https://docs.newapi.pro/zh/docs/api/ai-model/chat/openai/createresponse)
-- [图像接口 (Image)](https://docs.newapi.pro/zh/docs/api/ai-model/images/openai/post-v1-images-generations)
-- [音频接口 (Audio)](https://docs.newapi.pro/zh/docs/api/ai-model/audio/openai/create-transcription)
-- [视频接口 (Video)](https://docs.newapi.pro/zh/docs/api/ai-model/videos/sora/createvideo)
-- [嵌入接口 (Embeddings)](https://docs.newapi.pro/zh/docs/api/ai-model/embeddings/createembedding)
-- [重排序接口 (Rerank)](https://docs.newapi.pro/zh/docs/api/ai-model/rerank/creatererank)
-- [实时对话 (Realtime)](https://docs.newapi.pro/zh/docs/api/ai-model/realtime/createrealtimesession)
-- [Claude 聊天](https://docs.newapi.pro/zh/docs/api/ai-model/chat/createmessage)
-- [Google Gemini 聊天](https://docs.newapi.pro/zh/docs/api/ai-model/chat/gemini/geminirelayv1beta)
-
-</details>
-
----
-
-## 🚢 部署
-
-> [!TIP]
-> **最新版 Docker 镜像：** `calciumion/new-api:latest`
-
-### 📋 部署要求
-
-| 组件 | 要求 |
-|------|------|
-| **本地数据库** | SQLite（Docker 需挂载 `/data` 目录）|
-| **远程数据库** | MySQL ≥ 5.7.8 或 PostgreSQL ≥ 9.6 |
-| **容器引擎** | Docker / Docker Compose |
-| **系统架构** | 仅支持 64 位系统（amd64 / arm64），不支持 32 位系统 |
-
-### ⚙️ 环境变量配置
-
-<details>
-<summary>常用环境变量配置</summary>
-
-| 变量名 | 说明                                                           | 默认值 |
-|--------|--------------------------------------------------------------|--------|
-| `SESSION_SECRET` | 鉴权签名密钥；所有节点必须保持一致                                           | - |
-| `SESSION_COOKIE_SECURE` | `false`/未配置时关闭 refresh/logout OriginGuard 以兼容本地 HTTP 开发代理；`true` 时启用 Secure Cookie 和严格 Origin 校验 | `false` |
-| `SESSION_COOKIE_TRUSTED_URL` | Secure 模式必填：允许调用 refresh/logout 的精确 HTTPS Origin，多个用英文逗号分隔；不是 relay CORS 白名单 | - |
-| `TRUSTED_PROXIES` | 未配置/留空时信任回环、RFC1918 和 IPv6 ULA 并输出启动告警；`none` 不信任任何代理；显式代理 IP/CIDR 列表完全替代默认值 | `127.0.0.0/8, ::1, 10.0.0.0/8, 172.16.0.0/12, 192.168.0.0/16, fc00::/7` |
-| `USER_SESSION_ACTIVE_LIMIT` | 单用户最大活跃登录 Session 数 | `50` |
-| `USER_SESSION_ISSUANCE_LIMIT` | 单用户在签发窗口内可创建的 Session 总数，包含已撤销 Session | `100` |
-| `USER_SESSION_ISSUANCE_WINDOW_SECONDS` | Session 签发计数窗口（秒）；高于 revoked 保留期时自动钳制 | `86400` |
-| `USER_SESSION_REVOKED_RETENTION_DAYS` | revoked Session 用于审计和签发计数的保留天数 | `7` |
-| `USER_SESSION_HOURLY_ALERT_THRESHOLD` | 全局每小时 Session 签发告警阈值；只告警，不拒绝登录 | `5000` |
-| `CRYPTO_SECRET` | 缓存键 HMAC 密钥；共享 Redis 的节点必须使用相同有效值 | 默认跟随 `SESSION_SECRET` |
-| `SQL_DSN` | 数据库连接字符串                                                     | - |
-| `REDIS_CONN_STRING` | Redis 连接字符串                                                  | - |
-| `STREAMING_TIMEOUT` | 流式超时时间（秒）                                                    | `300` |
-| `STREAM_SCANNER_MAX_BUFFER_MB` | 流式扫描器单行最大缓冲（MB），图像生成等超大 `data:` 片段（如 4K 图片 base64）需适当调大 | `64` |
-| `MAX_REQUEST_BODY_MB` | 请求体最大大小（MB，**解压后**计；防止超大请求/zip bomb 导致内存暴涨），超过将返回 `413` | `32` |
-| `AZURE_DEFAULT_API_VERSION` | Azure API 版本                                                 | `2025-04-01-preview` |
-| `ERROR_LOG_ENABLED` | 错误日志开关                                                       | `false` |
-| `PYROSCOPE_URL` | Pyroscope 服务地址                                            | - |
-| `PYROSCOPE_APP_NAME` | Pyroscope 应用名                                        | `new-api` |
-| `PYROSCOPE_BASIC_AUTH_USER` | Pyroscope Basic Auth 用户名                        | - |
-| `PYROSCOPE_BASIC_AUTH_PASSWORD` | Pyroscope Basic Auth 密码                  | - |
-| `PYROSCOPE_MUTEX_RATE` | Pyroscope mutex 采样率                               | `5` |
-| `PYROSCOPE_BLOCK_RATE` | Pyroscope block 采样率                               | `5` |
-| `HOSTNAME` | Pyroscope 标签里的主机名                                          | `new-api` |
-
-📖 **完整配置：** [环境变量文档](https://docs.newapi.pro/zh/docs/installation/config-maintenance/environment-variables)
-
-</details>
-
-### 🔧 部署方式
-
-<details>
-<summary><strong>方式 1：Docker Compose（推荐）</strong></summary>
+后端会嵌入 `web/dist`，首次启动前先构建前端：
 
 ```bash
-# 克隆项目
-git clone https://github.com/QuantumNous/new-api.git
-cd new-api
-
-# 编辑配置
-nano docker-compose.yml
-
-# 启动服务
-docker-compose up -d
+# 仓库根目录
+cd web
+bun install --frozen-lockfile
+bun run build
+cd ..
+go run .
 ```
 
-</details>
+在另一个终端启动前端开发服务器：
 
-<details>
-<summary><strong>方式 2：Docker 命令</strong></summary>
-
-**使用 SQLite：**
 ```bash
-docker run --name new-api -d --restart always \
-  -p 3000:3000 \
-  -e TZ=Asia/Shanghai \
-  -v ./data:/data \
-  calciumion/new-api:latest
+cd web
+bun run dev -- --port 5173
 ```
 
-**使用 MySQL：**
-```bash
-docker run --name new-api -d --restart always \
-  -p 3000:3000 \
-  -e SQL_DSN="root:123456@tcp(localhost:3306)/oneapi" \
-  -e TZ=Asia/Shanghai \
-  -v ./data:/data \
-  calciumion/new-api:latest
-```
+访问 [http://localhost:5173](http://localhost:5173)，开发服务器会将 API 请求代理到 3000 端口的后端。需要容器化开发后端时，参阅 [docker-compose.dev.yml](./docker-compose.dev.yml) 和 [makefile](./makefile) 中的 `make dev`。
 
-> **💡 路径说明：**
-> - `./data:/data` - 相对路径，数据保存在当前目录的 data 文件夹
-> - 也可使用绝对路径，如：`/your/custom/path:/data`
+| 目录 | 职责 |
+| --- | --- |
+| `router/`、`middleware/`、`controller/` | HTTP 路由、访问校验与 API 处理 |
+| `relay/` | 上游适配与请求调度 |
+| `service/`、`model/` | 业务逻辑与持久化 |
+| [relaykit/](./relaykit/README.md) | 可独立构建的协议 DTO 与转换 Go 模块 |
+| [plugins/tasks/](./plugins/tasks/) | JavaScript 任务插件；编写方式与宿主边界见 [Task Plugin API v1](./docs/plugin-api/v1.md) |
+| `web/` | Web 控制台，参阅[前端开发约定](./web/AGENTS.md) |
+| [electron/](./electron/README.md) | 桌面封装与打包 |
 
-</details>
+贡献前请阅读 [AGENTS.md](./AGENTS.md)。按改动范围执行检查：Go 模块使用 `make test`；前端在 `web/` 下运行 `bun run typecheck`、`bun run lint`、`bun run test` 和 `bun run build`。修改 RelayKit 后还必须在 `relaykit/` 下执行 `GOWORK=off go build ./...`。
 
-<details>
-<summary><strong>方式 3：宝塔面板</strong></summary>
+<a id="documentation"></a>
 
-1. 安装宝塔面板（≥ 9.2.0 版本）
-2. 在应用商店搜索 **New-API**
-3. 一键安装
+## 文档与社区
 
-📖 [图文教程](./docs/installation/BT.md)
+| 资源 | 入口 |
+| --- | --- |
+| 官方文档 | [使用指南](https://docs.newapi.ai/zh/docs) · [安装部署](https://docs.newapi.ai/zh/docs/installation) · [API 参考](https://docs.newapi.ai/zh/docs/api) |
+| 项目导读 | [DeepWiki](https://deepwiki.com/QuantumNous/new-api) |
+| 使用问题与交流 | [常见问题](https://docs.newapi.ai/zh/docs/support/faq) · [社区渠道](https://docs.newapi.ai/zh/docs/support/community-interaction) |
+| 缺陷与功能建议 | [GitHub Issues](https://github.com/QuantumNous/new-api/issues) |
+| 安全漏洞 | 按[安全政策](./.github/SECURITY.md)进行私下报告 |
 
-</details>
-
-### ⚠️ 多机部署注意事项
-
-> [!WARNING]
-> - 所有节点必须使用同一个主数据库，并设置相同的 `SESSION_SECRET`；否则 Access Token、Refresh 会话和临时鉴权流程无法一致校验。
-> - 连接同一个 Redis 的节点还必须设置相同的 `CRYPTO_SECRET`，否则节点生成的缓存键摘要不一致，无法正确共享缓存。
-
-登录 Session 和单用户活跃数/签发数限制均以数据库为权威。Redis 中的 Session 仅为短期缓存，TTL 跟随 `SYNC_FREQUENCY`（默认 60 秒），且不会超过 Session 的剩余寿命。
-
-| Redis 拓扑 | Session 状态传播 | 限流语义 |
-| --- | --- | --- |
-| 所有节点共享 Redis | 撤销和版本发布通常即时传播 | Redis 限流额度在节点间共享 |
-| 每个节点使用独立 Redis | 最迟在有效 `SYNC_FREQUENCY` 内回源数据库收敛；版本轮换后，新 Token 在持有旧缓存的节点上可能短暂返回 401 | 每个节点独立计数，集群总额度最坏约为单节点阈值乘以节点数 |
-| 不使用 Redis | 每次 Session 校验直接读取数据库 | 各节点使用独立的内存限流额度 |
-
-缩短 `SYNC_FREQUENCY` 可减小独立 Redis 的陈旧窗口，但每个活跃 SID 在每个节点上会按该 TTL 增加一次数据库主键点查。上述保证只让 Session 鉴权在不同拓扑下保持有界陈旧；限流和其他 Redis 控制面缓存仍受拓扑影响。
-
-Token、Origin 校验和 PAT 契约见[用户鉴权与登录会话](./docs/authentication.md)。
-
-### 🔄 渠道重试与缓存
-
-**重试配置：** `设置 → 运营设置 → 通用设置 → 失败重试次数`
-
-**缓存配置：**
-- `REDIS_CONN_STRING`：Redis 缓存（推荐）
-- `MEMORY_CACHE_ENABLED`：内存缓存
+反馈问题时请附上版本、部署方式、复现步骤及脱敏日志。欢迎贡献文档、翻译、渠道适配和有针对性的回归测试。
 
 ---
 
@@ -447,36 +318,18 @@ Token、Origin 校验和 PAT 契约见[用户鉴权与登录会话](./docs/authe
 
 ---
 
-## 💬 帮助支持
-
-### 📖 文档资源
-
-| 资源 | 链接 |
-|------|------|
-| 📘 常见问题 | [FAQ](https://docs.newapi.pro/zh/docs/support/faq) |
-| 💬 社区交流 | [交流渠道](https://docs.newapi.pro/zh/docs/support/community-interaction) |
-| 🐛 反馈问题 | [问题反馈](https://docs.newapi.pro/zh/docs/support/feedback-issues) |
-| 📚 完整文档 | [官方文档](https://docs.newapi.pro/zh/docs) |
-
-### 🤝 贡献指南
-
-欢迎各种形式的贡献！
-
-- 🐛 报告 Bug
-- 💡 提出新功能
-- 📝 改进文档
-- 🔧 提交代码
-
----
-
 ## 📜 许可证
 
 本项目采用 [GNU Affero 通用公共许可证 v3.0 (AGPLv3)](./LICENSE) 授权。
 
+根据 AGPLv3 第 7 条，本项目还适用[附加条款](./NOTICE)。修改版本必须在适当法律声明及界面中显著的关于、法律、页脚或署名位置保留作者署名 `Frontend design and development by New API contributors.`，并保留指向原项目 <https://github.com/QuantumNous/new-api> 的可见链接。
+
 本项目为开源项目，在 [One API](https://github.com/songquanpeng/one-api)（MIT 许可证）的基础上进行二次开发。
 
 如果您所在的组织政策不允许使用 AGPLv3 许可的软件，或您希望规避 AGPLv3 的开源义务，请发送邮件至：[support@quantumnous.com](mailto:support@quantumnous.com)
 
+署名及依赖声明见 [NOTICE](./NOTICE) 和[第三方许可证](./THIRD-PARTY-LICENSES.md)。
+
 ---
 
 ## 🌟 Star History
@@ -495,7 +348,7 @@ Token、Origin 校验和 PAT 契约见[用户鉴权与登录会话](./docs/authe
 
 如果这个项目对你有帮助，欢迎给我们一个 ⭐️ Star！
 
-**[官方文档](https://docs.newapi.pro/zh/docs)** • **[问题反馈](https://github.com/Calcium-Ion/new-api/issues)** • **[最新发布](https://github.com/Calcium-Ion/new-api/releases)**
+**[官方文档](https://docs.newapi.ai/zh/docs)** • **[问题反馈](https://github.com/Calcium-Ion/new-api/issues)** • **[最新发布](https://github.com/Calcium-Ion/new-api/releases)**
 
 <sub>Built with ❤️ by QuantumNous</sub>
 
diff --git a/README.zh_TW.md b/README.zh_TW.md
index be7cf32..a7091dc 100644
--- a/README.zh_TW.md
+++ b/README.zh_TW.md
@@ -4,11 +4,11 @@
 
 # New API
 
-🍥 **新一代大模型網關與AI資產管理系統**
+**連接模型、應用程式與 Agent 的 AI 閘道**
 
 <p align="center">
-  繁體中文 |
   <a href="./README.zh_CN.md">简体中文</a> |
+  <strong>繁體中文</strong> |
   <a href="./README.md">English</a> |
   <a href="./README.fr.md">Français</a> |
   <a href="./README.ja.md">日本語</a>
@@ -43,23 +43,34 @@
 </p>
 
 <p align="center">
-  <a href="#-快速開始">快速開始</a> •
-  <a href="#-主要特性">主要特性</a> •
-  <a href="#-部署">部署</a> •
-  <a href="#-文件">文件</a> •
-  <a href="#-幫助支援">幫助</a>
+  <a href="#capabilities">核心能力</a> •
+  <a href="#quick-start">快速開始</a> •
+  <a href="#deployment">部署維運</a> •
+  <a href="#development">開發擴充</a> •
+  <a href="#documentation">文件社群</a>
 </p>
 
 </div>
 
+---
+
 ## 📝 項目說明
 
+New API 是面向應用程式、Agent 和團隊的自託管 AI 閘道。將不同供應商的模型服務接入統一入口，在同一套控制台中管理渠道、存取權限、用量與成本。
+
+你可以用它為團隊分配已授權的模型資源，在切換上游時減少用戶端改動，或建置自己的多模型服務。支援接入 OpenAI、Anthropic、Google Gemini、Azure OpenAI、AWS Bedrock、Vertex AI、DeepSeek、通義千問及其他相容服務。
+
 > [!IMPORTANT]
 > - 本專案僅面向合法授權的 AI API 閘道、組織內部鑑權、多模型管理、用量統計、成本核算和私有化部署場景。
 > - 使用者必須合法取得上游 API Key、帳號、模型服務或介面權限，並遵守上游服務條款及適用法律法規。
 > - 使用者應確保其使用方式符合上游服務條款及適用法律法規。
 > - 面向公眾提供生成式人工智慧服務時，使用者應遵守[《生成式人工智慧服務管理暫行辦法》](http://www.cac.gov.cn/2023-07/13/c_1690898327029107.htm)等監管要求，自行完成所在司法轄區要求的備案、許可、內容安全、實名、日誌留存、稅務和上游授權等合規義務。
 
+<!-- -->
+
+> [!WARNING]
+> 將本專案作為面向公眾的生成式 AI 服務或 API 轉售服務運營時，使用者應先完成備案、內容安全、實名、日誌留存、稅務、支付和上游授權等合規義務。
+
 ---
 
 ## 🤝 我們信任的合作伙伴
@@ -78,9 +89,6 @@
   --><a href="https://bda.pku.edu.cn/" target="_blank">
     <img src="./docs/images/pku.png" alt="北京大學" height="80" />
   </a><!--
-  --><a href="https://www.compshare.cn/?ytag=GPU_yy_gh_newapi" target="_blank">
-    <img src="./docs/images/ucloud.png" alt="UCloud 優刻得" height="80" />
-  </a><!--
   --><a href="https://www.aliyun.com/" target="_blank">
     <img src="./docs/images/aliyun.png" alt="阿里雲" height="80" />
   </a><!--
@@ -105,326 +113,174 @@
 
 ---
 
-## 🚀 快速開始
+<a id="capabilities"></a>
 
-### 使用 Docker Compose（推薦）
+## 核心能力
+
+| 方向 | 可以做什麼 |
+| --- | --- |
+| 模型接入 | 支援 OpenAI Chat Completions、Responses、Anthropic Messages 和 Gemini 協定，以及上游支援的串流輸出、工具呼叫、推理與多模態輸入 |
+| 渠道調度 | 設定模型映射、渠道優先順序與權重、失敗重試、渠道親和性和多金鑰管理 |
+| 用量與成本 | 管理額度、訂閱方案、用量日誌、快取計費，以及基於運算式的階梯定價 |
+| 存取控制 | 管理使用者、群組、細粒度權限和 API Key 限制；支援 OAuth/OIDC、通行密鑰、兩步驟驗證與登入工作階段管理 |
+| 非同步任務 | 透過 JavaScript 外掛擴充圖片、影片等任務 API，統一查詢任務狀態和取得產物 |
+| Web 控制台 | 設定渠道與模型、查看用量和稽核日誌、在 Playground 中測試模型；支援簡體中文、繁體中文、英語、法語、日語、俄語和越南語 |
+
+### 協定與介面
+
+| 介面類型 | 常用入口 |
+| --- | --- |
+| OpenAI Chat / Responses | `POST /v1/chat/completions`、`POST /v1/responses` |
+| Anthropic Messages | `POST /v1/messages` |
+| Gemini | `POST /v1beta/models/{model}:generateContent`、`POST /v1beta/models/{model}:streamGenerateContent` |
+| Realtime / Responses WebSocket | `GET /v1/realtime`、`GET /v1/responses`（WebSocket 升級） |
+| 圖片 / 音訊 | `/v1/images/generations`、`/v1/images/edits`、`/v1/audio/speech`、`/v1/audio/transcriptions`、`/v1/audio/translations` |
+| 向量 / 重排 | `POST /v1/embeddings`、`POST /v1/rerank` |
+| 任務外掛 | `POST /v1/tasks/{pluginKey}`、`GET /v1/tasks/{taskId}`，以及各外掛宣告的協定路由 |
+
+[RelayKit](./relaykit/README.md) 提供上述四種文字協定之間的請求、回應和串流轉換。實際可用能力取決於渠道、上游模型和轉換路徑；協定特有的工具與欄位可能無法完整映射。WebSocket 同樣需要上游與渠道設定支援。
+
+本 README 描述目前原始碼的能力，部署時請同時查看所選版本的發行說明。
+
+<a id="quick-start"></a>
+
+## 快速開始
+
+### 使用 Docker 本機體驗
+
+以下指令使用 SQLite 啟動單一執行個體，僅監聽本機連接埠：
+
+```bash
+mkdir -p data
+docker run --name new-api -d --restart unless-stopped \
+  -p 127.0.0.1:3000:3000 \
+  -e TZ=Asia/Shanghai \
+  -v "$(pwd)/data:/data" \
+  calciumion/new-api:latest
+```
+
+開啟 [http://localhost:3000](http://localhost:3000)，依初始化精靈建立管理員帳號。SQLite 資料庫存放在掛載的 `data` 目錄中，更換容器後仍會保留。
+
+### 發起第一次請求
+
+1. 新增渠道，填寫上游 API Key、可用模型和所屬群組，執行渠道測試。
+2. 設定模型價格，確保呼叫使用者有可用額度或有效訂閱。
+3. 在控制台建立 API Key，確保它能存取對應群組和模型。
+4. 對於 OpenAI 相容用戶端，將 Base URL 設為 `http://localhost:3000/v1`，金鑰使用 **New API 簽發的 Key**。
+
+在終端機中將 `NEW_API_KEY` 環境變數設為該金鑰，查詢它可以存取的模型：
+
+```bash
+curl --fail-with-body http://localhost:3000/v1/models \
+  -H "Authorization: Bearer ${NEW_API_KEY}"
+```
+
+然後呼叫 Responses，將 `your-enabled-model` 替換為已啟用且支援該介面的模型名稱：
+
+```bash
+curl --fail-with-body http://localhost:3000/v1/responses \
+  -H "Authorization: Bearer ${NEW_API_KEY}" \
+  -H "Content-Type: application/json" \
+  -d '{"model":"your-enabled-model","input":"Hello!"}'
+```
+
+<a id="deployment"></a>
+
+## 部署與維運
+
+### Docker Compose
+
+儲存庫的 [Compose 設定](./docker-compose.yml) 預設啟動 **New API + PostgreSQL + Redis**，並提供 MySQL 和獨立 ClickHouse 日誌資料庫的設定範例。
 
 ```bash
-# 複製項目
 git clone https://github.com/QuantumNous/new-api.git
 cd new-api
-
-# 編輯 docker-compose.yml 配置
-nano docker-compose.yml
-
-# 啟動服務
-docker-compose up -d
 ```
 
-<details>
-<summary><strong>使用 Docker 命令</strong></summary>
+啟動前編輯 `docker-compose.yml`：同時替換資料庫、Redis 服務及對應連線字串中的範例密碼，並設定固定的隨機 `SESSION_SECRET`（可用 `openssl rand -hex 32` 產生）。透過 HTTPS 存取控制台時，設定 `SESSION_COOKIE_SECURE=true`，並在 `SESSION_COOKIE_TRUSTED_URL` 中填寫控制台對外的精確 HTTPS Origin。
 
 ```bash
-# 拉取最新鏡像
-docker pull calciumion/new-api:latest
-
-# 使用 SQLite（預設）
-docker run --name new-api -d --restart always \
-  -p 3000:3000 \
-  -e TZ=Asia/Shanghai \
-  -v ./data:/data \
-  calciumion/new-api:latest
-
-# 使用 MySQL
-docker run --name new-api -d --restart always \
-  -p 3000:3000 \
-  -e SQL_DSN="root:123456@tcp(localhost:3306)/oneapi" \
-  -e TZ=Asia/Shanghai \
-  -v ./data:/data \
-  calciumion/new-api:latest
+docker compose up -d
+docker compose logs -f new-api
 ```
 
-> **💡 提示：** `-v ./data:/data` 會將數據保存在當前目錄的 `data` 資料夾中，你也可以改為絕對路徑如 `-v /your/custom/path:/data`
+### 儲存與設定
 
-</details>
+| 元件 | 可選方案 |
+| --- | --- |
+| 主資料庫 | SQLite、MySQL ≥ 5.7.8、PostgreSQL ≥ 9.6 |
+| 獨立日誌資料庫 | 透過 `LOG_SQL_DSN` 設定，額外支援 ClickHouse |
+| 快取 | 可選 Redis 與記憶體快取；多節點需要共享限流額度時使用共享 Redis |
+| 容器平台 | Linux amd64 / arm64 |
 
----
+| 環境變數 | 用途 |
+| --- | --- |
+| `SQL_DSN` | 主資料庫連線字串；未設定時使用 SQLite |
+| `LOG_SQL_DSN` | 可選的獨立日誌資料庫連線字串 |
+| `REDIS_CONN_STRING` | Redis 連線字串 |
+| `SESSION_SECRET` | 持久保存的驗證金鑰，所有節點必須一致 |
+| `CRYPTO_SECRET` | 預設使用 `SESSION_SECRET`；共享 Redis 的節點必須使用相同的有效值 |
+| `SESSION_COOKIE_SECURE` | HTTPS 控制台設為 `true`，啟用 Secure 更新 Cookie 和嚴格的更新／登出來源驗證 |
+| `SESSION_COOKIE_TRUSTED_URL` | Secure 模式必填：以逗號分隔的精確 HTTPS Origin，不含路徑或萬用字元；本機 HTTP 模式不設定 |
+| `TRUSTED_PROXIES` | 可信反向代理 IP/CIDR，或 `none`；依實際網路明確設定 |
 
-🎉 部署完成後，訪問 `http://localhost:3000` 即可使用！
+完整設定見[環境變數範例](./.env.example)、[環境變數文件](https://docs.newapi.ai/zh/docs/installation/config-maintenance/environment-variables)和[驗證與登入工作階段說明](./docs/authentication.md)。容器變數應透過 Compose 的 `environment` 或 `env_file` 注入；只複製 `.env.example` 不會自動將變數傳入容器。
 
-> [!WARNING]
-> 將本專案作為面向公眾的生成式 AI 服務或 API 轉售服務運營時，使用者應先完成備案、內容安全、實名、日誌留存、稅務、支付和上游授權等合規義務。
+正式部署時使用 HTTPS，並設定反向代理支援串流回應與 WebSocket 升級。持久化並備份資料庫和掛載資料。多節點必須共用主資料庫和驗證金鑰；獨立 Redis 或記憶體限流器會按節點分別計數。不同拓撲下的工作階段傳播行為見驗證文件。
 
-📖 更多部署方式請參考 [部署指南](https://docs.newapi.pro/zh/docs/installation)
+從[發行頁](https://github.com/QuantumNous/new-api/releases)選擇明確的映像版本，閱讀升級說明並先備份再升級。`latest` 會隨發行建置變動；既有執行個體應依實際版本評估遷移與相容性。
 
----
+<a id="development"></a>
 
-## 📚 文件
+## 開發與擴充
 
-<div align="center">
+後端使用 Go 和 Gin；控制台使用 React 19、TypeScript、Rsbuild、TanStack 與 Tailwind CSS 4。前端相依套件和指令碼使用 Bun；Go 語言基線見 [go.mod](./go.mod)，容器建置工具鏈見 [Dockerfile](./Dockerfile)。
 
-### 📖 [官方文件](https://docs.newapi.pro/zh/docs) | [![Ask DeepWiki](https://deepwiki.com/badge.svg)](https://deepwiki.com/QuantumNous/new-api)
-
-</div>
-
-**快速導航：**
-
-| 分類 | 連結 |
-|------|------|
-| 🚀 部署指南 | [安裝文件](https://docs.newapi.pro/zh/docs/installation) |
-| ⚙️ 環境配置 | [環境變數](https://docs.newapi.pro/zh/docs/installation/config-maintenance/environment-variables) |
-| 📡 接口文件 | [API 文件](https://docs.newapi.pro/zh/docs/api) |
-| ❓ 常見問題 | [FAQ](https://docs.newapi.pro/zh/docs/support/faq) |
-| 💬 社群交流 | [交流管道](https://docs.newapi.pro/zh/docs/support/community-interaction) |
-
----
-
-## ✨ 主要特性
-
-> 詳細特性請參考 [特性說明](https://docs.newapi.pro/zh/docs/guide/wiki/basic-concepts/features-introduction)
-
-### 🎨 核心功能
-
-| 特性 | 說明 |
-|------|------|
-| 🎨 全新 UI | 現代化的用戶界面設計 |
-| 🌍 多語言 | 支援簡體中文、繁體中文、英文、法語、日語 |
-| 🔄 數據兼容 | 完全兼容原版 One API 資料庫 |
-| 📈 數據看板 | 視覺化控制檯與統計分析 |
-| 🔒 權限管理 | 令牌分組、模型限制、用戶管理 |
-
-### 💰 授權用量與成本管理
-
-- ✅ 合法授權場景下的內部儲值與額度分配（易支付、Stripe）
-- ✅ 組織內按次、按量或快取命中成本核算
-- ✅ 支援 OpenAI、Azure、DeepSeek、Claude、Qwen 等模型的快取計費統計
-- ✅ 面向內部管理或企業客戶的靈活計費策略配置
-
-### 🔐 授權與安全
-
-- 😈 Discord 授權登錄
-- 🤖 LinuxDO 授權登錄
-- 📱 Telegram 授權登錄
-- 🔑 OIDC 統一認證
-- 🔍 Key 查詢使用額度（配合 [new-api-key-tool](https://github.com/Calcium-Ion/new-api-key-tool)）
-
-### 🚀 高級功能
-
-**API 格式支援：**
-- ⚡ [OpenAI Responses](https://docs.newapi.pro/zh/docs/api/ai-model/chat/openai/create-response)
-- ⚡ [OpenAI Realtime API](https://docs.newapi.pro/zh/docs/api/ai-model/realtime/create-realtime-session)（含 Azure）
-- ⚡ [Claude Messages](https://docs.newapi.pro/zh/docs/api/ai-model/chat/create-message)
-- ⚡ [Google Gemini](https://doc.newapi.pro/api/google-gemini-chat)
-- 🔄 [Rerank 模型](https://docs.newapi.pro/zh/docs/api/ai-model/rerank/create-rerank)（Cohere、Jina）
-
-**智慧路由：**
-- ⚖️ 管道加權隨機
-- 🔄 失敗自動重試
-- 🚦 用戶級別模型限流
-
-**格式轉換：**
-- 🔄 **OpenAI Compatible ⇄ Claude Messages**
-- 🔄 **OpenAI Compatible → Google Gemini**
-- 🔄 **Google Gemini → OpenAI Compatible** - 僅支援文本，暫不支援函數調用
-- 🚧 **OpenAI Compatible ⇄ OpenAI Responses** - 開發中
-- 🔄 **思考轉內容功能**
-
-**Reasoning Effort 支援：**
-
-<details>
-<summary>查看詳細配置</summary>
-
-**OpenAI 系列模型：**
-- `o3-mini-high` - High reasoning effort
-- `o3-mini-medium` - Medium reasoning effort
-- `o3-mini-low` - Low reasoning effort
-- `gpt-5-high` - High reasoning effort
-- `gpt-5-medium` - Medium reasoning effort
-- `gpt-5-low` - Low reasoning effort
-
-**Claude 思考模型：**
-- `claude-3-7-sonnet-20250219-thinking` - 啟用思考模式
-
-**Google Gemini 系列模型：**
-- `gemini-2.5-flash-thinking` - 啟用思考模式
-- `gemini-2.5-flash-nothinking` - 禁用思考模式
-- `gemini-2.5-pro-thinking` - 啟用思考模式
-- `gemini-2.5-pro-thinking-128` - 啟用思考模式，並設置思考預算為128tokens
-- 也可以直接在 Gemini 模型名稱後追加 `-low` / `-medium` / `-high` 來控制思考力道（無需再設置思考預算後綴）
-
-</details>
-
----
-
-## 🤖 模型支援
-
-> 詳情請參考 [接口文件 - 閘道接口](https://docs.newapi.pro/zh/docs/api)
-
-| 模型類型 | 說明 | 文件 |
-|---------|------|------|
-| 🤖 OpenAI-Compatible | OpenAI 兼容模型 | [文件](https://docs.newapi.pro/zh/docs/api/ai-model/chat/openai/createchatcompletion) |
-| 🤖 OpenAI Responses | OpenAI Responses 格式 | [文件](https://docs.newapi.pro/zh/docs/api/ai-model/chat/openai/createresponse) |
-| 🎨 Midjourney-Proxy | [Midjourney-Proxy(Plus)](https://github.com/novicezk/midjourney-proxy) | [文件](https://doc.newapi.pro/api/midjourney-proxy-image) |
-| 🎵 Suno-API | [Suno API](https://github.com/Suno-API/Suno-API) | [文件](https://doc.newapi.pro/api/suno-music) |
-| 🔄 Rerank | Cohere、Jina | [文件](https://docs.newapi.pro/zh/docs/api/ai-model/rerank/create-rerank) |
-| 💬 Claude | Messages 格式 | [文件](https://docs.newapi.pro/zh/docs/api/ai-model/chat/createmessage) |
-| 🌐 Gemini | Google Gemini 格式 | [文件](https://docs.newapi.pro/zh/docs/api/ai-model/chat/gemini/geminirelayv1beta) |
-| 🔧 Dify | ChatFlow 模式 | - |
-| 🎯 自訂上游 | 支援配置合法授權的上游介面位址 | - |
-
-### 📡 支援的接口
-
-<details>
-<summary>查看完整接口列表</summary>
-
-- [聊天接口 (Chat Completions)](https://docs.newapi.pro/zh/docs/api/ai-model/chat/openai/createchatcompletion)
-- [響應接口 (Responses)](https://docs.newapi.pro/zh/docs/api/ai-model/chat/openai/createresponse)
-- [圖像接口 (Image)](https://docs.newapi.pro/zh/docs/api/ai-model/images/openai/post-v1-images-generations)
-- [音訊接口 (Audio)](https://docs.newapi.pro/zh/docs/api/ai-model/audio/openai/create-transcription)
-- [影片接口 (Video)](https://docs.newapi.pro/zh/docs/api/ai-model/videos/sora/createvideo)
-- [嵌入接口 (Embeddings)](https://docs.newapi.pro/zh/docs/api/ai-model/embeddings/createembedding)
-- [重排序接口 (Rerank)](https://docs.newapi.pro/zh/docs/api/ai-model/rerank/creatererank)
-- [即時對話 (Realtime)](https://docs.newapi.pro/zh/docs/api/ai-model/realtime/createrealtimesession)
-- [Claude 聊天](https://docs.newapi.pro/zh/docs/api/ai-model/chat/createmessage)
-- [Google Gemini 聊天](https://docs.newapi.pro/zh/docs/api/ai-model/chat/gemini/geminirelayv1beta)
-
-</details>
-
----
-
-## 🚢 部署
-
-> [!TIP]
-> **最新版 Docker 鏡像：** `calciumion/new-api:latest`
-
-### 📋 部署要求
-
-| 組件 | 要求 |
-|------|------|
-| **本地資料庫** | SQLite（Docker 需掛載 `/data` 目錄）|
-| **遠端資料庫** | MySQL ≥ 5.7.8 或 PostgreSQL ≥ 9.6 |
-| **容器引擎** | Docker / Docker Compose |
-| **系統架構** | 僅支援 64 位元系統（amd64 / arm64），不支援 32 位元系統 |
-
-### ⚙️ 環境變數配置
-
-<details>
-<summary>常用環境變數配置</summary>
-
-| 變數名 | 說明                                                           | 預設值 |
-|--------|--------------------------------------------------------------|--------|
-| `SESSION_SECRET` | 鑑權簽章密鑰；所有節點必須保持一致                                           | - |
-| `SESSION_COOKIE_SECURE` | `false`/未設定時關閉 refresh/logout OriginGuard 以相容本機 HTTP 開發代理；`true` 時啟用 Secure Cookie 和嚴格 Origin 驗證 | `false` |
-| `SESSION_COOKIE_TRUSTED_URL` | Secure 模式必填：允許呼叫 refresh/logout 的精確 HTTPS Origin，多個值以英文逗號分隔；不是 relay CORS 白名單 | - |
-| `TRUSTED_PROXIES` | 未設定/留空時信任本機回送、RFC1918 和 IPv6 ULA 並輸出啟動警告；`none` 不信任任何代理；明確指定的代理 IP/CIDR 清單會完整取代預設值 | `127.0.0.0/8, ::1, 10.0.0.0/8, 172.16.0.0/12, 192.168.0.0/16, fc00::/7` |
-| `USER_SESSION_ACTIVE_LIMIT` | 單一用戶最大活躍登入 Session 數 | `50` |
-| `USER_SESSION_ISSUANCE_LIMIT` | 單一用戶在簽發視窗內可建立的 Session 總數，包含已撤銷 Session | `100` |
-| `USER_SESSION_ISSUANCE_WINDOW_SECONDS` | Session 簽發計數視窗（秒）；高於 revoked 保留期時自動限制 | `86400` |
-| `USER_SESSION_REVOKED_RETENTION_DAYS` | revoked Session 用於稽核與簽發計數的保留天數 | `7` |
-| `USER_SESSION_HOURLY_ALERT_THRESHOLD` | 全域每小時 Session 簽發告警門檻；只告警，不拒絕登入 | `5000` |
-| `CRYPTO_SECRET` | 快取鍵 HMAC 密鑰；共用 Redis 的節點必須使用相同有效值 | 預設跟隨 `SESSION_SECRET` |
-| `SQL_DSN` | 資料庫連接字符串                                                     | - |
-| `REDIS_CONN_STRING` | Redis 連接字符串                                                  | - |
-| `STREAMING_TIMEOUT` | 流式超時時間（秒）                                                    | `300` |
-| `STREAM_SCANNER_MAX_BUFFER_MB` | 流式掃描器單行最大緩衝（MB），圖像生成等超大 `data:` 片段（如 4K 圖片 base64）需適當調大 | `64` |
-| `MAX_REQUEST_BODY_MB` | 請求體最大大小（MB，**解壓縮後**計；防止超大請求/zip bomb 導致記憶體暴漲），超過將返回 `413` | `32` |
-| `AZURE_DEFAULT_API_VERSION` | Azure API 版本                                                 | `2025-04-01-preview` |
-| `ERROR_LOG_ENABLED` | 錯誤日誌開關                                                       | `false` |
-| `PYROSCOPE_URL` | Pyroscope 服務位址                                            | - |
-| `PYROSCOPE_APP_NAME` | Pyroscope 應用名                                        | `new-api` |
-| `PYROSCOPE_BASIC_AUTH_USER` | Pyroscope Basic Auth 用戶名                        | - |
-| `PYROSCOPE_BASIC_AUTH_PASSWORD` | Pyroscope Basic Auth 密碼                  | - |
-| `PYROSCOPE_MUTEX_RATE` | Pyroscope mutex 採樣率                               | `5` |
-| `PYROSCOPE_BLOCK_RATE` | Pyroscope block 採樣率                               | `5` |
-| `HOSTNAME` | Pyroscope 標籤裡的主機名                                          | `new-api` |
-
-📖 **完整配置：** [環境變數文件](https://docs.newapi.pro/zh/docs/installation/config-maintenance/environment-variables)
-
-</details>
-
-### 🔧 部署方式
-
-<details>
-<summary><strong>方式 1：Docker Compose（推薦）</strong></summary>
+後端會嵌入 `web/dist`，首次啟動前先建置前端：
 
 ```bash
-# 複製項目
-git clone https://github.com/QuantumNous/new-api.git
-cd new-api
-
-# 編輯配置
-nano docker-compose.yml
-
-# 啟動服務
-docker-compose up -d
+# 儲存庫根目錄
+cd web
+bun install --frozen-lockfile
+bun run build
+cd ..
+go run .
 ```
 
-</details>
+在另一個終端機啟動前端開發伺服器：
 
-<details>
-<summary><strong>方式 2：Docker 命令</strong></summary>
-
-**使用 SQLite：**
 ```bash
-docker run --name new-api -d --restart always \
-  -p 3000:3000 \
-  -e TZ=Asia/Shanghai \
-  -v ./data:/data \
-  calciumion/new-api:latest
+cd web
+bun run dev -- --port 5173
 ```
 
-**使用 MySQL：**
-```bash
-docker run --name new-api -d --restart always \
-  -p 3000:3000 \
-  -e SQL_DSN="root:123456@tcp(localhost:3306)/oneapi" \
-  -e TZ=Asia/Shanghai \
-  -v ./data:/data \
-  calciumion/new-api:latest
-```
+存取 [http://localhost:5173](http://localhost:5173)，開發伺服器會將 API 請求代理到 3000 連接埠的後端。需要容器化開發後端時，參閱 [docker-compose.dev.yml](./docker-compose.dev.yml) 和 [makefile](./makefile) 中的 `make dev`。
 
-> **💡 路徑說明：**
-> - `./data:/data` - 相對路徑，數據保存在當前目錄的 data 資料夾
-> - 也可使用絕對路徑，如：`/your/custom/path:/data`
+| 目錄 | 職責 |
+| --- | --- |
+| `router/`、`middleware/`、`controller/` | HTTP 路由、存取驗證與 API 處理 |
+| `relay/` | 上游介接與請求調度 |
+| `service/`、`model/` | 業務邏輯與持久化 |
+| [relaykit/](./relaykit/README.md) | 可獨立建置的協定 DTO 與轉換 Go 模組 |
+| [plugins/tasks/](./plugins/tasks/) | JavaScript 任務外掛；編寫方式與宿主邊界見 [Task Plugin API v1](./docs/plugin-api/v1.md) |
+| `web/` | Web 控制台，參閱[前端開發約定](./web/AGENTS.md) |
+| [electron/](./electron/README.md) | 桌面封裝與打包 |
 
-</details>
+貢獻前請閱讀 [AGENTS.md](./AGENTS.md)。依改動範圍執行檢查：Go 模組使用 `make test`；前端在 `web/` 下執行 `bun run typecheck`、`bun run lint`、`bun run test` 和 `bun run build`。修改 RelayKit 後還必須在 `relaykit/` 下執行 `GOWORK=off go build ./...`。
 
-<details>
-<summary><strong>方式 3：寶塔面板</strong></summary>
+<a id="documentation"></a>
 
-1. 安裝寶塔面板（≥ 9.2.0 版本）
-2. 在應用商店搜尋 **New-API**
-3. 一鍵安裝
+## 文件與社群
 
-📖 [圖文教學](./docs/BT.md)
+| 資源 | 入口 |
+| --- | --- |
+| 官方文件 | [使用指南](https://docs.newapi.ai/zh/docs) · [安裝部署](https://docs.newapi.ai/zh/docs/installation) · [API 參考](https://docs.newapi.ai/zh/docs/api) |
+| 專案導讀 | [DeepWiki](https://deepwiki.com/QuantumNous/new-api) |
+| 使用問題與交流 | [常見問題](https://docs.newapi.ai/zh/docs/support/faq) · [社群管道](https://docs.newapi.ai/zh/docs/support/community-interaction) |
+| 缺陷與功能建議 | [GitHub Issues](https://github.com/QuantumNous/new-api/issues) |
+| 安全漏洞 | 依[安全政策](./.github/SECURITY.md)私下回報 |
 
-</details>
-
-### ⚠️ 多機部署注意事項
-
-> [!WARNING]
-> - 所有節點必須使用同一個主資料庫，並設定相同的 `SESSION_SECRET`；否則 Access Token、Refresh 工作階段和臨時鑑權流程無法一致驗證。
-> - 連線至同一個 Redis 的節點還必須設定相同的 `CRYPTO_SECRET`，否則節點產生的快取鍵摘要不一致，無法正確共用快取。
-
-登入 Session 和單一使用者的活躍數／簽發數限制均以資料庫為權威。Redis 中的 Session 僅為短期快取，TTL 跟隨 `SYNC_FREQUENCY`（預設 60 秒），且不會超過 Session 的剩餘有效期。
-
-| Redis 拓撲 | Session 狀態傳播 | 限流語義 |
-| --- | --- | --- |
-| 所有節點共用 Redis | 撤銷和版本發布通常即時傳播 | Redis 限流額度在節點間共用 |
-| 每個節點使用獨立 Redis | 最遲在有效 `SYNC_FREQUENCY` 內回源資料庫並收斂；版本輪換後，新 Token 在持有舊快取的節點上可能短暫傳回 401 | 每個節點獨立計數，叢集總額度最壞約為單一節點門檻乘以節點數 |
-| 不使用 Redis | 每次 Session 驗證都直接讀取資料庫 | 各節點使用獨立的記憶體限流額度 |
-
-縮短 `SYNC_FREQUENCY` 可減少獨立 Redis 的陳舊視窗，但每個活躍 SID 在每個節點上會依該 TTL 增加一次資料庫主鍵查詢。上述保證只讓 Session 鑑權在不同拓撲下維持有界陳舊；限流和其他 Redis 控制面快取仍受拓撲影響。
-
-Token、Origin 驗證和 PAT 契約請參閱[使用者鑑權與登入工作階段](./docs/authentication.md)。
-
-### 🔄 管道重試與快取
-
-**重試配置：** `設置 → 運營設置 → 通用設置 → 失敗重試次數`
-
-**快取配置：**
-- `REDIS_CONN_STRING`：Redis 快取（推薦）
-- `MEMORY_CACHE_ENABLED`：記憶體快取
+回報問題時請附上版本、部署方式、重現步驟及去識別化日誌。歡迎貢獻文件、翻譯、渠道介接和有針對性的回歸測試。
 
 ---
 
@@ -446,36 +302,18 @@ Token、Origin 驗證和 PAT 契約請參閱[使用者鑑權與登入工作階
 
 ---
 
-## 💬 幫助支援
-
-### 📖 文件資源
-
-| 資源 | 連結 |
-|------|------|
-| 📘 常見問題 | [FAQ](https://docs.newapi.pro/zh/docs/support/faq) |
-| 💬 社群交流 | [交流管道](https://docs.newapi.pro/zh/docs/support/community-interaction) |
-| 🐛 回饋問題 | [問題回饋](https://docs.newapi.pro/zh/docs/support/feedback-issues) |
-| 📚 完整文件 | [官方文件](https://docs.newapi.pro/zh/docs) |
-
-### 🤝 貢獻指南
-
-歡迎各種形式的貢獻！
-
-- 🐛 報告 Bug
-- 💡 提出新功能
-- 📝 改進文件
-- 🔧 提交程式碼
-
----
-
 ## 📜 許可證
 
 本項目採用 [GNU Affero 通用公共許可證 v3.0 (AGPLv3)](./LICENSE) 授權。
 
+依據 AGPLv3 第 7 條，本專案另適用[附加條款](./NOTICE)。修改版本必須在適當法律聲明及介面中顯著的關於、法律、頁尾或署名位置保留作者署名 `Frontend design and development by New API contributors.`，並保留指向原專案 <https://github.com/QuantumNous/new-api> 的可見連結。
+
 本項目為開源項目，在 [One API](https://github.com/songquanpeng/one-api)（MIT 許可證）的基礎上進行二次開發。
 
 如果您所在的組織政策不允許使用 AGPLv3 許可的軟體，或您希望規避 AGPLv3 的開源義務，請發送郵件至：[support@quantumnous.com](mailto:support@quantumnous.com)
 
+署名及相依套件聲明見 [NOTICE](./NOTICE) 和[第三方授權條款](./THIRD-PARTY-LICENSES.md)。
+
 ---
 
 ## 🌟 Star History
@@ -494,7 +332,7 @@ Token、Origin 驗證和 PAT 契約請參閱[使用者鑑權與登入工作階
 
 如果這個項目對你有幫助，歡迎給我們一個 ⭐️ Star！
 
-**[官方文件](https://docs.newapi.pro/zh/docs)** • **[問題回饋](https://github.com/Calcium-Ion/new-api/issues)** • **[最新發布](https://github.com/Calcium-Ion/new-api/releases)**
+**[官方文件](https://docs.newapi.ai/zh/docs)** • **[問題回饋](https://github.com/Calcium-Ion/new-api/issues)** • **[最新發布](https://github.com/Calcium-Ion/new-api/releases)**
 
 <sub>Built with ❤️ by QuantumNous</sub>
 
diff --git a/THIRD-PARTY-LICENSES.md b/THIRD-PARTY-LICENSES.md
index bc91103..bd2a0de 100644
--- a/THIRD-PARTY-LICENSES.md
+++ b/THIRD-PARTY-LICENSES.md
@@ -3,147 +3,171 @@
 This file summarizes direct third-party dependencies used by distributed builds of this project.
 It is an engineering compliance artifact and should be kept with Docker images, standalone binaries, frontend bundles, and Electron installers.
 
-Scope: direct dependencies from `go.mod`, `web/package.json`, and `electron/package.json`.
+Scope: direct dependencies from `go.mod` (including the in-repo `relaykit` and `tokenkit` modules), `web/package.json`, and `electron/package.json`.
 Transitive dependencies should be audited before a final external release.
 
 ## Dependency Inventory
 
-| Area        | Scope       | Ecosystem | Dependency                                            | Version                              | License                                            |
-|-------------|-------------|-----------|-------------------------------------------------------|--------------------------------------|----------------------------------------------------|
-| backend     | production  | Go        | `github.com/Calcium-Ion/go-epay`                      | `v0.0.4`                             | Proprietary/Internal - owned by project maintainer |
-| backend     | production  | Go        | `github.com/abema/go-mp4`                             | `v1.4.1`                             | MIT                                                |
-| backend     | test        | Go        | `github.com/alicebob/miniredis/v2`                    | `v2.38.0`                            | MIT                                                |
-| backend     | production  | Go        | `github.com/andybalholm/brotli`                       | `v1.1.1`                             | MIT                                                |
-| backend     | production  | Go        | `github.com/anknown/ahocorasick`                      | `v0.0.0-20190904063843-d75dbd5169c0` | MIT                                                |
-| backend     | production  | Go        | `github.com/aws/aws-sdk-go-v2`                        | `v1.41.5`                            | Apache-2.0                                         |
-| backend     | production  | Go        | `github.com/aws/aws-sdk-go-v2/credentials`            | `v1.19.10`                           | Apache-2.0                                         |
-| backend     | production  | Go        | `github.com/aws/aws-sdk-go-v2/service/bedrockruntime` | `v1.50.4`                            | Apache-2.0                                         |
-| backend     | production  | Go        | `github.com/aws/smithy-go`                            | `v1.24.2`                            | Apache-2.0                                         |
-| backend     | production  | Go        | `github.com/bytedance/gopkg`                          | `v0.1.3`                             | Apache-2.0                                         |
-| backend     | production  | Go        | `github.com/gin-contrib/cors`                         | `v1.7.2`                             | MIT                                                |
-| backend     | production  | Go        | `github.com/gin-contrib/gzip`                         | `v0.0.6`                             | MIT                                                |
-| backend     | production  | Go        | `github.com/gin-contrib/static`                       | `v0.0.1`                             | MIT                                                |
-| backend     | production  | Go        | `github.com/gin-gonic/gin`                            | `v1.9.1`                             | MIT                                                |
-| backend     | production  | Go        | `github.com/glebarez/sqlite`                          | `v1.9.0`                             | MIT                                                |
-| backend     | production  | Go        | `github.com/go-audio/aiff`                            | `v1.1.0`                             | Apache-2.0                                         |
-| backend     | production  | Go        | `github.com/go-audio/wav`                             | `v1.1.0`                             | Apache-2.0                                         |
-| backend     | production  | Go        | `github.com/go-playground/validator/v10`              | `v10.20.0`                           | MIT                                                |
-| backend     | production  | Go        | `github.com/go-redis/redis/v8`                        | `v8.11.5`                            | BSD-2-Clause                                       |
-| backend     | production  | Go        | `github.com/go-webauthn/webauthn`                     | `v0.14.0`                            | BSD-3-Clause                                       |
-| backend     | production  | Go        | `github.com/golang-jwt/jwt/v5`                        | `v5.3.0`                             | MIT                                                |
-| backend     | production  | Go        | `github.com/google/uuid`                              | `v1.6.0`                             | BSD-3-Clause                                       |
-| backend     | production  | Go        | `github.com/gorilla/websocket`                        | `v1.5.0`                             | BSD-2-Clause                                       |
-| backend     | production  | Go        | `github.com/grafana/pyroscope-go`                     | `v1.2.7`                             | Apache-2.0                                         |
-| backend     | production  | Go        | `github.com/grafana/sobek`                            | `v0.0.0-20260708062710-267a0e055bb4` | MIT                                                |
-| backend     | production  | Go        | `github.com/jfreymuth/oggvorbis`                      | `v1.0.5`                             | MIT                                                |
-| backend     | production  | Go        | `github.com/jinzhu/copier`                            | `v0.4.0`                             | MIT                                                |
-| backend     | production  | Go        | `github.com/joho/godotenv`                            | `v1.5.1`                             | MIT                                                |
-| backend     | production  | Go        | `github.com/mewkiz/flac`                              | `v1.0.13`                            | Unlicense                                          |
-| backend     | production  | Go        | `github.com/nicksnyder/go-i18n/v2`                    | `v2.6.1`                             | MIT                                                |
-| backend     | test        | Go        | `github.com/openai/openai-go`                         | `v1.12.0`                            | Apache-2.0                                         |
-| backend     | production  | Go        | `github.com/pkg/errors`                               | `v0.9.1`                             | BSD-2-Clause                                       |
-| backend     | production  | Go        | `github.com/pquerna/otp`                              | `v1.5.0`                             | Apache-2.0                                         |
-| backend     | production  | Go        | `github.com/samber/hot`                               | `v0.11.0`                            | MIT                                                |
-| backend     | production  | Go        | `github.com/samber/lo`                                | `v1.52.0`                            | MIT                                                |
-| backend     | production  | Go        | `github.com/shirou/gopsutil`                          | `v3.21.11+incompatible`              | BSD-3-Clause                                       |
-| backend     | production  | Go        | `github.com/shopspring/decimal`                       | `v1.4.0`                             | MIT                                                |
-| backend     | production  | Go        | `github.com/stretchr/testify`                         | `v1.11.1`                            | MIT                                                |
-| backend     | production  | Go        | `github.com/stripe/stripe-go/v81`                     | `v81.4.0`                            | MIT                                                |
-| backend     | production  | Go        | `github.com/tcolgate/mp3`                             | `v0.0.0-20170426193717-e79c5a46d300` | MIT                                                |
-| backend     | production  | Go        | `github.com/thanhpk/randstr`                          | `v1.0.6`                             | MIT                                                |
-| backend     | production  | Go        | `github.com/tidwall/gjson`                            | `v1.18.0`                            | MIT                                                |
-| backend     | production  | Go        | `github.com/tidwall/sjson`                            | `v1.2.5`                             | MIT                                                |
-| backend     | production  | Go        | `github.com/tiktoken-go/tokenizer`                    | `v0.6.2`                             | MIT                                                |
-| backend     | production  | Go        | `github.com/waffo-com/waffo-go`                       | `v1.3.1`                             | MIT                                                |
-| backend     | production  | Go        | `github.com/yapingcat/gomedia`                        | `v0.0.0-20240906162731-17feea57090c` | MIT                                                |
-| backend     | production  | Go        | `golang.org/x/crypto`                                 | `v0.45.0`                            | BSD-3-Clause                                       |
-| backend     | production  | Go        | `golang.org/x/image`                                  | `v0.38.0`                            | BSD-3-Clause                                       |
-| backend     | production  | Go        | `golang.org/x/net`                                    | `v0.47.0`                            | BSD-3-Clause                                       |
-| backend     | production  | Go        | `golang.org/x/sync`                                   | `v0.20.0`                            | BSD-3-Clause                                       |
-| backend     | production  | Go        | `golang.org/x/sys`                                    | `v0.38.0`                            | BSD-3-Clause                                       |
-| backend     | production  | Go        | `golang.org/x/text`                                   | `v0.35.0`                            | BSD-3-Clause                                       |
-| backend     | production  | Go        | `gopkg.in/yaml.v3`                                    | `v3.0.1`                             | Apache-2.0 OR MIT                                  |
-| backend     | production  | Go        | `gorm.io/driver/mysql`                                | `v1.4.3`                             | MIT                                                |
-| backend     | production  | Go        | `gorm.io/driver/postgres`                             | `v1.5.2`                             | MIT                                                |
-| backend     | production  | Go        | `gorm.io/gorm`                                        | `v1.25.2`                            | MIT                                                |
-| backend     | production  | Go        | `github.com/expr-lang/expr`                           | `v1.17.8`                            | MIT                                                |
-| web | production | npm | `@base-ui/react` | `1.6.0` | MIT |
-| web | production | npm | `@codemirror/lang-javascript` | `6.2.5` | MIT |
-| web | production | npm | `@codemirror/lang-markdown` | `6.5.1` | MIT |
-| web | production | npm | `@codemirror/language` | `6.12.4` | MIT |
-| web | production | npm | `@codemirror/state` | `6.7.1` | MIT |
-| web | production | npm | `@codemirror/view` | `6.43.6` | MIT |
-| web | production | npm | `@fontsource-variable/lora` | `5.3.0` | OFL-1.1 |
-| web | production | npm | `@fontsource-variable/public-sans` | `5.3.0` | OFL-1.1 |
-| web | production | npm | `@hookform/resolvers` | `5.4.0` | MIT |
-| web | production | npm | `@hugeicons/core-free-icons` | `4.2.2` | MIT |
-| web | production | npm | `@hugeicons/react` | `1.1.9` | MIT |
-| web | production | npm | `@lezer/highlight` | `1.2.3` | MIT |
-| web | production | npm | `@lobehub/icons` | `5.14.0` | MIT |
-| web | production | npm | `@tanstack/react-query` | `5.101.2` | MIT |
-| web | production | npm | `@tanstack/react-router` | `1.170.18` | MIT |
-| web | production | npm | `@tanstack/react-table` | `8.21.3` | MIT |
-| web | production | npm | `@tanstack/react-virtual` | `3.14.6` | MIT |
-| web | production | npm | `@visactor/react-vchart` | `2.1.4` | MIT |
-| web | production | npm | `@visactor/vchart` | `2.1.4` | MIT |
-| web | production | npm | `ai` | `7.0.31` | Apache-2.0 |
-| web | production | npm | `auto-skeleton-react` | `1.0.5` | MIT |
-| web | production | npm | `axios` | `1.18.1` | MIT |
-| web | production | npm | `class-variance-authority` | `0.7.1` | Apache-2.0 |
-| web | production | npm | `clsx` | `2.1.1` | MIT |
-| web | production | npm | `cmdk` | `1.1.1` | MIT |
-| web | production | npm | `dayjs` | `1.11.21` | MIT |
-| web | production | npm | `dompurify` | `3.4.11` | Apache-2.0 OR MPL-2.0 |
-| web | production | npm | `i18next` | `26.3.6` | MIT |
-| web | production | npm | `i18next-browser-languagedetector` | `8.2.1` | MIT |
-| web | production | npm | `input-otp` | `1.4.2` | MIT |
-| web | production | npm | `katex` | `0.17.0` | MIT |
-| web | production | npm | `lucide-react` | `1.25.0` | ISC |
-| web | production | npm | `marked` | `18.0.6` | MIT |
-| web | production | npm | `motion` | `12.42.2` | MIT |
-| web | production | npm | `nanoid` | `5.1.16` | MIT |
-| web | production | npm | `next-themes` | `0.4.6` | MIT |
-| web | production | npm | `qrcode.react` | `4.2.0` | ISC |
-| web | production | npm | `react` | `19.2.7` | MIT |
-| web | production | npm | `react-day-picker` | `10.0.1` | MIT |
-| web | production | npm | `react-dom` | `19.2.7` | MIT |
-| web | production | npm | `react-hook-form` | `7.82.0` | MIT |
-| web | production | npm | `react-i18next` | `17.0.10` | MIT |
-| web | production | npm | `react-icons` | `5.7.0` | MIT |
-| web | production | npm | `react-resizable-panels` | `4.12.2` | MIT |
-| web | production | npm | `react-top-loading-bar` | `3.0.2` | MIT |
-| web | production | npm | `recharts` | `3.9.1` | MIT |
-| web | production | npm | `shiki` | `4.3.1` | MIT |
-| web | production | npm | `sonner` | `2.0.7` | MIT |
-| web | production | npm | `sse.js` | `2.8.0` | Apache-2.0 |
-| web | production | npm | `stream-markdown-parser` | `1.1.3` | MIT |
-| web | production | npm | `tailwind-merge` | `3.6.0` | MIT |
-| web | production | npm | `tailwindcss` | `4.3.3` | MIT |
-| web | production | npm | `tokenlens` | `1.3.1` | MIT |
-| web | production | npm | `tw-animate-css` | `1.4.0` | MIT |
-| web | production | npm | `use-stick-to-bottom` | `1.1.6` | MIT |
-| web | production | npm | `vaul` | `1.1.2` | MIT |
-| web | production | npm | `zod` | `4.4.3` | MIT |
-| web | production | npm | `zustand` | `5.0.14` | MIT |
-| web | development | npm | `@rsbuild/core` | `2.1.6` | MIT |
-| web | development | npm | `@rsbuild/plugin-react` | `2.1.0` | MIT |
-| web | development | npm | `@rsbuild/plugin-tailwindcss` | `2.0.3` | MIT |
-| web | development | npm | `@tanstack/react-query-devtools` | `5.101.2` | MIT |
-| web | development | npm | `@tanstack/react-router-devtools` | `1.167.0` | MIT |
-| web | development | npm | `@tanstack/router-plugin` | `1.168.23` | MIT |
-| web | development | npm | `@types/node` | `26.1.1` | MIT |
-| web | development | npm | `@types/react` | `19.2.17` | MIT |
-| web | development | npm | `@types/react-dom` | `19.2.3` | MIT |
-| web | development | npm | `@typescript/native-preview` | `7.0.0-dev.20260707.2` | Apache-2.0 |
-| web | development | npm | `@xyflow/react` | `12.11.2` | MIT |
-| web | development | npm | `embla-carousel-react` | `8.6.0` | MIT |
-| web | development | npm | `knip` | `6.27.0` | ISC |
-| web | development | npm | `oxfmt` | `0.57.0` | MIT |
-| web | development | npm | `oxlint` | `1.74.0` | MIT |
-| web | development | npm | `shadcn` | `4.13.1` | MIT |
-| electron    | development | npm       | `cross-env`                                           | `7.0.3`                              | MIT                                                |
-| electron    | development | npm       | `electron`                                            | `39.8.5`                             | MIT                                                |
-| electron    | development | npm       | `electron-builder`                                    | `26.7.0`                             | MIT                                                |
+| Area     | Scope       | Ecosystem | Dependency                                              | Version                              | License                 |
+|----------|-------------|-----------|---------------------------------------------------------|--------------------------------------|-------------------------|
+| backend  | production  | Go        | `github.com/Azure/go-ntlmssp`                           | `v0.1.1`                             | MIT                     |
+| backend  | production  | Go        | `github.com/Calcium-Ion/go-epay`                        | `v0.0.5`                             | MIT                     |
+| backend  | production  | Go        | `github.com/Calcium-Ion/moejs`                          | `v0.1.0-alpha.7`                     | Apache-2.0              |
+| backend  | production  | Go        | `github.com/ClickHouse/clickhouse-go/v2`                | `v2.46.0`                            | Apache-2.0              |
+| backend  | production  | Go        | `github.com/abema/go-mp4`                               | `v1.4.1`                             | MIT                     |
+| backend  | test        | Go        | `github.com/alicebob/miniredis/v2`                      | `v2.38.0`                            | MIT                     |
+| backend  | production  | Go        | `github.com/andybalholm/brotli`                         | `v1.2.0`                             | MIT                     |
+| backend  | production  | Go        | `github.com/anknown/ahocorasick`                        | `v0.0.0-20190904063843-d75dbd5169c0` | MIT                     |
+| backend  | production  | Go        | `github.com/aws/aws-sdk-go-v2`                          | `v1.41.5`                            | Apache-2.0              |
+| backend  | production  | Go        | `github.com/aws/aws-sdk-go-v2/aws/protocol/eventstream` | `v1.7.8`                             | Apache-2.0              |
+| backend  | production  | Go        | `github.com/aws/aws-sdk-go-v2/credentials`              | `v1.19.10`                           | Apache-2.0              |
+| backend  | production  | Go        | `github.com/aws/aws-sdk-go-v2/service/bedrockruntime`   | `v1.50.4`                            | Apache-2.0              |
+| backend  | production  | Go        | `github.com/aws/smithy-go`                              | `v1.24.2`                            | Apache-2.0              |
+| backend  | production  | Go        | `github.com/bytedance/gopkg`                            | `v0.1.3`                             | Apache-2.0              |
+| backend  | production  | Go        | `github.com/casbin/casbin/v2`                           | `v2.135.0`                           | Apache-2.0              |
+| backend  | production  | Go        | `github.com/coreos/go-oidc/v3`                          | `v3.21.0`                            | Apache-2.0              |
+| backend  | production  | Go        | `github.com/expr-lang/expr`                             | `v1.17.8`                            | MIT                     |
+| backend  | production  | Go        | `github.com/fxamacker/cbor/v2`                          | `v2.9.0`                             | MIT                     |
+| backend  | production  | Go        | `github.com/gin-contrib/cors`                           | `v1.7.2`                             | MIT                     |
+| backend  | production  | Go        | `github.com/gin-contrib/gzip`                           | `v0.0.6`                             | MIT                     |
+| backend  | production  | Go        | `github.com/gin-contrib/static`                         | `v0.0.1`                             | MIT                     |
+| backend  | production  | Go        | `github.com/gin-gonic/gin`                              | `v1.9.1`                             | MIT                     |
+| backend  | production  | Go        | `github.com/glebarez/go-sqlite`                         | `v1.21.2`                            | BSD-3-Clause            |
+| backend  | production  | Go        | `github.com/glebarez/sqlite`                            | `v1.11.0`                            | MIT                     |
+| backend  | production  | Go        | `github.com/go-audio/aiff`                              | `v1.1.0`                             | Apache-2.0              |
+| backend  | production  | Go        | `github.com/go-audio/wav`                               | `v1.1.0`                             | Apache-2.0              |
+| backend  | production  | Go        | `github.com/go-playground/validator/v10`                | `v10.20.0`                           | MIT                     |
+| backend  | production  | Go        | `github.com/go-redis/redis/v8`                          | `v8.11.5`                            | BSD-2-Clause            |
+| backend  | production  | Go        | `github.com/go-sql-driver/mysql`                        | `v1.7.0`                             | MPL-2.0                 |
+| backend  | production  | Go        | `github.com/go-webauthn/webauthn`                       | `v0.14.0`                            | BSD-3-Clause            |
+| backend  | production  | Go        | `github.com/golang-jwt/jwt/v5`                          | `v5.3.0`                             | MIT                     |
+| backend  | production  | Go        | `github.com/google/uuid`                                | `v1.6.0`                             | BSD-3-Clause            |
+| backend  | production  | Go        | `github.com/gorilla/websocket`                          | `v1.5.3`                             | BSD-2-Clause            |
+| backend  | production  | Go        | `github.com/grafana/pyroscope-go`                       | `v1.2.7`                             | Apache-2.0              |
+| backend  | production  | Go        | `github.com/jackc/pgx/v5`                               | `v5.9.2`                             | MIT                     |
+| backend  | production  | Go        | `github.com/jfreymuth/oggvorbis`                        | `v1.0.5`                             | MIT                     |
+| backend  | production  | Go        | `github.com/jinzhu/copier`                              | `v0.4.0`                             | MIT                     |
+| backend  | production  | Go        | `github.com/joho/godotenv`                              | `v1.5.1`                             | MIT                     |
+| backend  | test        | Go        | `github.com/json-iterator/go`                           | `v1.1.12`                            | MIT                     |
+| backend  | production  | Go        | `github.com/klauspost/compress`                         | `v1.18.3`                            | BSD-3-Clause            |
+| backend  | production  | Go        | `github.com/mewkiz/flac`                                | `v1.0.13`                            | Unlicense               |
+| backend  | production  | Go        | `github.com/nicksnyder/go-i18n/v2`                      | `v2.6.1`                             | MIT                     |
+| backend  | test        | Go        | `github.com/openai/openai-go`                           | `v1.12.0`                            | Apache-2.0              |
+| backend  | production  | Go        | `github.com/pkg/errors`                                 | `v0.9.1`                             | BSD-2-Clause            |
+| backend  | production  | Go        | `github.com/pquerna/otp`                                | `v1.5.0`                             | Apache-2.0              |
+| backend  | production  | Go        | `github.com/prometheus/common`                          | `v0.62.0`                            | Apache-2.0              |
+| backend  | production  | Go        | `github.com/samber/hot`                                 | `v0.11.0`                            | MIT                     |
+| backend  | production  | Go        | `github.com/samber/lo`                                  | `v1.53.0`                            | MIT                     |
+| backend  | production  | Go        | `github.com/shirou/gopsutil`                            | `v3.21.11+incompatible`              | BSD-3-Clause            |
+| backend  | production  | Go        | `github.com/shopspring/decimal`                         | `v1.4.0`                             | MIT                     |
+| backend  | test        | Go        | `github.com/stretchr/testify`                           | `v1.12.1`                            | MIT                     |
+| backend  | production  | Go        | `github.com/stripe/stripe-go/v81`                       | `v81.4.0`                            | MIT                     |
+| backend  | production  | Go        | `github.com/tcolgate/mp3`                               | `v0.0.0-20170426193717-e79c5a46d300` | MIT                     |
+| backend  | production  | Go        | `github.com/thanhpk/randstr`                            | `v1.0.6`                             | MIT                     |
+| backend  | production  | Go        | `github.com/tidwall/gjson`                              | `v1.19.0`                            | MIT                     |
+| backend  | production  | Go        | `github.com/tidwall/sjson`                              | `v1.2.5`                             | MIT                     |
+| backend  | production  | Go        | `github.com/tiktoken-go/tokenizer`                      | `v0.8.1`                             | MIT                     |
+| backend  | production  | Go        | `github.com/waffo-com/waffo-go`                         | `v1.3.2`                             | MIT                     |
+| backend  | production  | Go        | `github.com/waffo-com/waffo-pancake-sdk-go`             | `v0.3.1`                             | MIT                     |
+| backend  | production  | Go        | `github.com/yapingcat/gomedia`                          | `v0.0.0-20240906162731-17feea57090c` | MIT                     |
+| backend  | production  | Go        | `golang.org/x/crypto`                                   | `v0.52.0`                            | BSD-3-Clause            |
+| backend  | production  | Go        | `golang.org/x/image`                                    | `v0.41.0`                            | BSD-3-Clause            |
+| backend  | production  | Go        | `golang.org/x/net`                                      | `v0.55.0`                            | BSD-3-Clause            |
+| backend  | production  | Go        | `golang.org/x/oauth2`                                   | `v0.36.0`                            | BSD-3-Clause            |
+| backend  | production  | Go        | `golang.org/x/sync`                                     | `v0.20.0`                            | BSD-3-Clause            |
+| backend  | production  | Go        | `golang.org/x/sys`                                      | `v0.45.0`                            | BSD-3-Clause            |
+| backend  | production  | Go        | `golang.org/x/text`                                     | `v0.37.0`                            | BSD-3-Clause            |
+| backend  | production  | Go        | `gopkg.in/yaml.v3`                                      | `v3.0.1`                             | Apache-2.0 OR MIT       |
+| backend  | production  | Go        | `gorm.io/driver/clickhouse`                             | `v0.6.0`                             | MIT                     |
+| backend  | production  | Go        | `gorm.io/driver/mysql`                                  | `v1.5.7`                             | MIT                     |
+| backend  | production  | Go        | `gorm.io/driver/postgres`                               | `v1.5.9`                             | MIT                     |
+| backend  | production  | Go        | `gorm.io/gorm`                                          | `v1.25.12`                           | MIT                     |
+| web      | production  | npm       | `@base-ui/react`                                        | `1.6.0`                              | MIT                     |
+| web      | production  | npm       | `@codemirror/lang-javascript`                           | `6.2.5`                              | MIT                     |
+| web      | production  | npm       | `@codemirror/lang-markdown`                             | `6.5.1`                              | MIT                     |
+| web      | production  | npm       | `@codemirror/language`                                  | `6.12.4`                             | MIT                     |
+| web      | production  | npm       | `@codemirror/state`                                     | `6.7.1`                              | MIT                     |
+| web      | production  | npm       | `@codemirror/view`                                      | `6.43.6`                             | MIT                     |
+| web      | production  | npm       | `@fontsource-variable/lora`                             | `5.3.0`                              | OFL-1.1                 |
+| web      | production  | npm       | `@fontsource-variable/public-sans`                      | `5.3.0`                              | OFL-1.1                 |
+| web      | production  | npm       | `@hookform/resolvers`                                   | `5.4.0`                              | MIT                     |
+| web      | production  | npm       | `@hugeicons/core-free-icons`                            | `4.2.2`                              | MIT                     |
+| web      | production  | npm       | `@hugeicons/react`                                      | `1.1.9`                              | MIT                     |
+| web      | production  | npm       | `@lezer/highlight`                                      | `1.2.3`                              | MIT                     |
+| web      | production  | npm       | `@lobehub/icons`                                        | `5.22.0`                             | MIT                     |
+| web      | production  | npm       | `@tanstack/react-query`                                 | `5.101.2`                            | MIT                     |
+| web      | production  | npm       | `@tanstack/react-router`                                | `1.170.18`                           | MIT                     |
+| web      | production  | npm       | `@tanstack/react-table`                                 | `8.21.3`                             | MIT                     |
+| web      | production  | npm       | `@tanstack/react-virtual`                               | `3.14.6`                             | MIT                     |
+| web      | production  | npm       | `@visactor/react-vchart`                                | `2.1.4`                              | MIT                     |
+| web      | production  | npm       | `@visactor/vchart`                                      | `2.1.4`                              | MIT                     |
+| web      | production  | npm       | `ai`                                                    | `7.0.136`                            | Apache-2.0              |
+| web      | production  | npm       | `auto-skeleton-react`                                   | `1.0.5`                              | MIT                     |
+| web      | production  | npm       | `axios`                                                 | `1.18.1`                             | MIT                     |
+| web      | production  | npm       | `class-variance-authority`                              | `0.7.1`                              | Apache-2.0              |
+| web      | production  | npm       | `clsx`                                                  | `2.1.1`                              | MIT                     |
+| web      | production  | npm       | `cmdk`                                                  | `1.1.1`                              | MIT                     |
+| web      | production  | npm       | `dayjs`                                                 | `1.11.21`                            | MIT                     |
+| web      | production  | npm       | `dompurify`                                             | `3.4.16`                             | Apache-2.0 OR MPL-2.0   |
+| web      | production  | npm       | `i18next`                                               | `26.3.6`                             | MIT                     |
+| web      | production  | npm       | `i18next-browser-languagedetector`                      | `8.2.1`                              | MIT                     |
+| web      | production  | npm       | `input-otp`                                             | `1.4.2`                              | MIT                     |
+| web      | production  | npm       | `katex`                                                 | `0.18.2`                             | MIT                     |
+| web      | production  | npm       | `lucide-react`                                          | `1.25.0`                             | ISC                     |
+| web      | production  | npm       | `marked`                                                | `18.0.6`                             | MIT                     |
+| web      | production  | npm       | `motion`                                                | `12.42.2`                            | MIT                     |
+| web      | production  | npm       | `nanoid`                                                | `5.1.16`                             | MIT                     |
+| web      | production  | npm       | `next-themes`                                           | `0.4.6`                              | MIT                     |
+| web      | production  | npm       | `node-forge`                                            | `1.4.0`                              | BSD-3-Clause OR GPL-2.0 |
+| web      | production  | npm       | `qrcode.react`                                          | `4.2.0`                              | ISC                     |
+| web      | production  | npm       | `react`                                                 | `19.2.7`                             | MIT                     |
+| web      | production  | npm       | `react-day-picker`                                      | `10.0.1`                             | MIT                     |
+| web      | production  | npm       | `react-dom`                                             | `19.2.7`                             | MIT                     |
+| web      | production  | npm       | `react-hook-form`                                       | `7.82.0`                             | MIT                     |
+| web      | production  | npm       | `react-i18next`                                         | `17.0.10`                            | MIT                     |
+| web      | production  | npm       | `react-icons`                                           | `5.7.0`                              | MIT                     |
+| web      | production  | npm       | `react-resizable-panels`                                | `4.12.2`                             | MIT                     |
+| web      | production  | npm       | `react-top-loading-bar`                                 | `3.0.2`                              | MIT                     |
+| web      | production  | npm       | `recharts`                                              | `3.9.1`                              | MIT                     |
+| web      | production  | npm       | `shiki`                                                 | `4.3.1`                              | MIT                     |
+| web      | production  | npm       | `sonner`                                                | `2.0.7`                              | MIT                     |
+| web      | production  | npm       | `sse.js`                                                | `2.8.0`                              | Apache-2.0              |
+| web      | production  | npm       | `stream-markdown-parser`                                | `1.2.18`                             | MIT                     |
+| web      | production  | npm       | `tailwind-merge`                                        | `3.6.0`                              | MIT                     |
+| web      | production  | npm       | `tailwindcss`                                           | `4.3.3`                              | MIT                     |
+| web      | production  | npm       | `tokenlens`                                             | `1.3.1`                              | MIT                     |
+| web      | production  | npm       | `tw-animate-css`                                        | `1.4.0`                              | MIT                     |
+| web      | production  | npm       | `use-stick-to-bottom`                                   | `1.1.6`                              | MIT                     |
+| web      | production  | npm       | `vaul`                                                  | `1.1.2`                              | MIT                     |
+| web      | production  | npm       | `yace`                                                  | `1.1.1`                              | MIT                     |
+| web      | production  | npm       | `yaml`                                                  | `2.9.0`                              | ISC                     |
+| web      | production  | npm       | `zod`                                                   | `4.4.3`                              | MIT                     |
+| web      | production  | npm       | `zustand`                                               | `5.0.14`                             | MIT                     |
+| web      | development | npm       | `@rsbuild/core`                                         | `2.1.6`                              | MIT                     |
+| web      | development | npm       | `@rsbuild/plugin-react`                                 | `2.1.0`                              | MIT                     |
+| web      | development | npm       | `@rsbuild/plugin-tailwindcss`                           | `2.0.3`                              | MIT                     |
+| web      | development | npm       | `@tanstack/react-query-devtools`                        | `5.101.2`                            | MIT                     |
+| web      | development | npm       | `@tanstack/react-router-devtools`                       | `1.167.0`                            | MIT                     |
+| web      | development | npm       | `@tanstack/router-plugin`                               | `1.168.42`                           | MIT                     |
+| web      | development | npm       | `@testing-library/jest-dom`                             | `7.0.0`                              | MIT                     |
+| web      | development | npm       | `@testing-library/react`                                | `16.3.2`                             | MIT                     |
+| web      | development | npm       | `@testing-library/user-event`                           | `14.6.1`                             | MIT                     |
+| web      | development | npm       | `@types/node`                                           | `26.1.1`                             | MIT                     |
+| web      | development | npm       | `@types/node-forge`                                     | `1.3.14`                             | MIT                     |
+| web      | development | npm       | `@types/react`                                          | `19.2.17`                            | MIT                     |
+| web      | development | npm       | `@types/react-dom`                                      | `19.2.3`                             | MIT                     |
+| web      | development | npm       | `@typescript/native-preview`                            | `7.0.0-dev.20260707.2`               | Apache-2.0              |
+| web      | development | npm       | `@xyflow/react`                                         | `12.11.2`                            | MIT                     |
+| web      | development | npm       | `embla-carousel-react`                                  | `8.6.0`                              | MIT                     |
+| web      | development | npm       | `jsdom`                                                 | `29.1.1`                             | MIT                     |
+| web      | development | npm       | `knip`                                                  | `6.27.0`                             | ISC                     |
+| web      | development | npm       | `oxfmt`                                                 | `0.72.0`                             | MIT                     |
+| web      | development | npm       | `oxlint`                                                | `1.74.0`                             | MIT                     |
+| web      | development | npm       | `shadcn`                                                | `4.13.1`                             | MIT                     |
+| web      | development | npm       | `vitest`                                                | `4.1.10`                             | MIT                     |
+| electron | development | npm       | `cross-env`                                             | `7.0.3`                              | MIT                     |
+| electron | development | npm       | `electron`                                              | `41.10.6`                            | MIT                     |
+| electron | development | npm       | `electron-builder`                                      | `26.15.3`                            | MIT                     |
 
 ## License Texts
 
@@ -297,6 +321,13 @@ LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
 OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
 SOFTWARE.
 
+### MPL-2.0
+
+Mozilla Public License 2.0
+https://mozilla.org/MPL/2.0/
+
+The source code of the MPL-covered files is available from the upstream project at https://github.com/go-sql-driver/mysql.
+
 ### OFL-1.1
 
 SIL Open Font License 1.1
@@ -308,10 +339,6 @@ https://openfontlicense.org/open-font-license-official-text/
 When distributing font files, preserve the OFL license text, copyright notices,
 and reserved font name restrictions supplied by the upstream font project.
 
-### Proprietary/Internal - owned by project maintainer
-
-This dependency is owned by the project maintainer and is not treated as a third-party open source dependency for this review.
-
 ### Unlicense
 
 The Unlicense
diff --git a/VERSION b/VERSION
index 1a9a540..5806276 100644
--- a/VERSION
+++ b/VERSION
@@ -1 +1 @@
-v1.0.0-rc.38-custom.67
+v1.0.0-rc.45-custom.97
diff --git a/assets/screenshots/dashboard.en.jpg b/assets/screenshots/dashboard.en.jpg
new file mode 100644
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zj+G2q(!RF@vw&BjyofTg{>WIWD2k&$LcjkTu5J85&-kBPY&ltvrTQ5|(SG@QvEKC_
zv5sZyGewnSL)9xi?MIJecVDG<j3k{;j**HAhvjmd74v+qUsZxgC|iH#6_akm^gpKm
zeO4YNt9j1LHtZ71=6OQKt-PNH)W&fV!%~#AQ1zK9>@ZMp+v2sUNEzW$0>d1<J%z$l
zkGHyPeKc%Kc=L3VcR}WQID=y9*gWha$?BFdAfoue1;r$W<@jDm@U}JMJA9P~8>L0O
z3(Fb(gdtL!groR*vTAosZ8RW4&6cx9yi>+3ZuTYUTluj=XVaIlnV@I3T(=JTgZlyB
z8CG`R^j!e5J|0*%O8z5HUU@7ELTtV}S{%neAsp6;?)+xs^Yh`#3Mg!UKD~{E!l!CI
zRw$zh=Vhp~Gg6)SG%k826C|>fl%KzIe$^ZA{h{`XY5wlHuQ%TL{cCe(k+DdEmg--6
z(`z#|)-J|SW&U(^X=dyh!JC?jNtAdfT&n3jz<$}aXd?PON9oZa`%9Gc!}Z<pH4zay
zF2}5NQ1jPY&i|!f)WHz_k(0e_a$oK>dH3VZx5wn&G$aMcx$C6A>c9Homks=~f&V{j
ZfP8AAXF=yWnX@w}it}=5T=WmjzX5Y<Cn5j<

literal 0
HcmV?d00001

diff --git a/bin/migration_v0.2-v0.3.sql b/bin/migration_v0.2-v0.3.sql
deleted file mode 100644
index 6b08d7b..0000000
--- a/bin/migration_v0.2-v0.3.sql
+++ /dev/null
@@ -1,6 +0,0 @@
-UPDATE users
-SET quota = quota + (
-    SELECT SUM(remain_quota)
-    FROM tokens
-    WHERE tokens.user_id = users.id
-)
diff --git a/bin/migration_v0.3-v0.4.sql b/bin/migration_v0.3-v0.4.sql
deleted file mode 100644
index e6103c2..0000000
--- a/bin/migration_v0.3-v0.4.sql
+++ /dev/null
@@ -1,17 +0,0 @@
-INSERT INTO abilities (`group`, model, channel_id, enabled)
-SELECT c.`group`, m.model, c.id, 1
-FROM channels c
-CROSS JOIN (
-    SELECT 'gpt-3.5-turbo' AS model UNION ALL
-    SELECT 'gpt-3.5-turbo-0301' AS model UNION ALL
-    SELECT 'gpt-4' AS model UNION ALL
-    SELECT 'gpt-4-0314' AS model
-) AS m
-WHERE c.status = 1
-  AND NOT EXISTS (
-    SELECT 1
-    FROM abilities a
-    WHERE a.`group` = c.`group`
-      AND a.model = m.model
-      AND a.channel_id = c.id
-);
diff --git a/bin/time_test.sh b/bin/time_test.sh
deleted file mode 100644
index 2cde4a6..0000000
--- a/bin/time_test.sh
+++ /dev/null
@@ -1,40 +0,0 @@
-#!/bin/bash
-
-if [ $# -lt 3 ]; then
-  echo "Usage: time_test.sh <domain> <key> <count> [<model>]"
-  exit 1
-fi
-
-domain=$1
-key=$2
-count=$3
-model=${4:-"gpt-3.5-turbo"} # 设置默认模型为 gpt-3.5-turbo
-
-total_time=0
-times=()
-
-for ((i=1; i<=count; i++)); do
-  result=$(curl -o /dev/null -s -w "%{http_code} %{time_total}\\n" \
-           https://"$domain"/v1/chat/completions \
-           -H "Content-Type: application/json" \
-           -H "Authorization: Bearer $key" \
-           -d '{"messages": [{"content": "echo hi", "role": "user"}], "model": "'"$model"'", "stream": false, "max_tokens": 1}')
-  http_code=$(echo "$result" | awk '{print $1}')
-  time=$(echo "$result" | awk '{print $2}')
-  echo "HTTP status code: $http_code, Time taken: $time"
-  total_time=$(bc <<< "$total_time + $time")
-  times+=("$time")
-done
-
-average_time=$(echo "scale=4; $total_time / $count" | bc)
-
-sum_of_squares=0
-for time in "${times[@]}"; do
-  difference=$(echo "scale=4; $time - $average_time" | bc)
-  square=$(echo "scale=4; $difference * $difference" | bc)
-  sum_of_squares=$(echo "scale=4; $sum_of_squares + $square" | bc)
-done
-
-standard_deviation=$(echo "scale=4; sqrt($sum_of_squares / $count)" | bc)
-
-echo "Average time: $average_time±$standard_deviation"
diff --git a/build-fingerprint-backend.sh b/build-fingerprint-backend.sh
deleted file mode 100644
index f3a8ff8..0000000
--- a/build-fingerprint-backend.sh
+++ /dev/null
@@ -1,9 +0,0 @@
-set -eu
-go test ./pkg/perf_metrics ./model ./controller ./service ./relay/helper -run 'TestGroupBuckets|TestRequestStatus|TestGroupModelPricing|TestGetEnabledGroupSetRequiresEnabledAbilityAndChannel|TestSelectableGroupsRequireEnabledChannel|TestAddTokenPersistsFixedBackupGroup|TestUpdateTokenAutoGroupsTriStateAndFixedBackup|TestAddTokenRejectsInvalidFixedBackupGroup|TestCacheGetRandomSatisfiedChannelUsesTokenAutoGroupsWhenGlobalAutoIsEmpty|TestCacheGetRandomSatisfiedChannelUsesFixedTokenBackupGroup|TestCacheGetRandomSatisfiedChannelSkipsUnavailableFixedPrimary|TestAppendStreamStatusTreatsClientGoneAsDisplayNormal|TestClientFacingOpenAIErrorHidesUpstreamDetails|TestClientFacingClaudeErrorHidesUpstreamDetails|TestClientFacingErrorKeepsLocalValidationMessage|TestPublicUpstreamErrorContent' -count=1
-go test ./model ./controller ./service -run 'TestChannelGetSettingDefaultsAstraGuardOn|TestFixedBackup|TestShouldSkipRetryAfterChannelAffinityFailure|TestShouldRetryHonorsPinRetryMode|TestGroupPool|TestBuildGroupPoolTiers|TestNextTierIndex|TestGroupAvailability|TestGetGroupPool|TestSetGroupPool' -count=1
-go test ./model ./service ./controller ./relay/helper -run 'TestRequestDetails|TestSelectionTrace|TestResponsesInterruptedStreamHealth|TestResponsesWebSocketReusesConnectionAndSettlesEachRequest|TestStreamScanner' -count=1
-(cd relaykit && GOWORK=off go build ./...)
-go test ./relay -run 'TestResponseGuard|TestResponseModel' -count=1
-go test ./controller ./middleware ./service -run 'TestTokenAstraMigration|TestRelayAttemptGuardResult|TestRelayAttemptSwitchSafety|TestTokenAuth|TestAstra' -count=1
-go test ./pkg/model_fingerprint ./controller ./service ./router -run 'TestFingerprint|TestAstraSampling|TestSystemTask|TestChannelPermission' -count=1
-go build -ldflags "-s -w -X 'github.com/QuantumNous/new-api/common.Version=$(cat VERSION)'" -o new-api
diff --git a/common/audio.go b/common/audio.go
index eb210dc..d18959b 100644
--- a/common/audio.go
+++ b/common/audio.go
@@ -20,7 +20,7 @@ import (
 // GetAudioDuration 使用纯 Go 库获取音频文件的时长（秒）。
 // 它不再依赖外部的 ffmpeg 或 ffprobe 程序。
 func GetAudioDuration(ctx context.Context, f io.ReadSeeker, ext string) (duration float64, err error) {
-	SysLog(fmt.Sprintf("GetAudioDuration: ext=%s", ext))
+	SysLog(LogText("GetAudioDuration: ext=%s", ext))
 	ext = strings.ToLower(ext)
 	// 根据文件扩展名选择解析器
 	switch ext {
@@ -46,7 +46,7 @@ func GetAudioDuration(ctx context.Context, f io.ReadSeeker, ext string) (duratio
 	default:
 		return 0, fmt.Errorf("unsupported audio format: %s", ext)
 	}
-	SysLog(fmt.Sprintf("GetAudioDuration: duration=%f", duration))
+	SysLog(LogText("GetAudioDuration: duration=%f", duration))
 	return duration, err
 }
 
diff --git a/common/body_storage.go b/common/body_storage.go
index 515d749..443ed29 100644
--- a/common/body_storage.go
+++ b/common/body_storage.go
@@ -294,7 +294,7 @@ func CreateBodyStorage(data []byte) (BodyStorage, error) {
 		storage, err := newDiskStorage(data, GetDiskCachePath())
 		if err != nil {
 			// 如果磁盘存储失败，回退到内存存储
-			SysError(fmt.Sprintf("failed to create disk storage, falling back to memory: %v", err))
+			SysError(LogText("failed to create disk storage, falling back to memory: %v", err))
 			return newMemoryStorage(data), nil
 		}
 		return storage, nil
diff --git a/common/constants.go b/common/constants.go
index 2c7b909..0cdf106 100644
--- a/common/constants.go
+++ b/common/constants.go
@@ -35,6 +35,11 @@ var DefaultCollapseSidebar = false // default value of collapse sidebar
 var SessionSecret = uuid.New().String()
 var CryptoSecret = uuid.New().String()
 var SessionCookieSecure = false
+
+// DefaultLanguage is the DEFAULT_LANGUAGE environment variable: the language of
+// server log lines and of text for a reader who states no language: en, zh-CN
+// or zh-TW. English when empty.
+var DefaultLanguage string
 var SessionCookieTrustedURLs []string
 
 const (
@@ -128,7 +133,11 @@ var QuotaForInvitee = 0
 var ChannelDisableThreshold = 5.0
 var AutomaticDisableChannelEnabled = false
 var AutomaticEnableChannelEnabled = false
+var QuotaRemindEnabled = true
 var QuotaRemindThreshold = 1000
+
+// PreConsumedQuota is retained for old option clients; token reservations now
+// use quota_setting.pre_consume_multiplier and the estimated input cost.
 var PreConsumedQuota = 500
 
 var RetryTimes = 0
@@ -215,6 +224,10 @@ var (
 	GlobalWebRateLimitNum      int
 	GlobalWebRateLimitDuration int64
 
+	GlobalStaticRateLimitEnable   bool
+	GlobalStaticRateLimitNum      int
+	GlobalStaticRateLimitDuration int64
+
 	CriticalRateLimitEnable   bool
 	CriticalRateLimitNum            = 20
 	CriticalRateLimitDuration int64 = 20 * 60
diff --git a/common/container_usage.go b/common/container_usage.go
new file mode 100644
index 0000000..0b43d8b
--- /dev/null
+++ b/common/container_usage.go
@@ -0,0 +1,174 @@
+package common
+
+import (
+	"os"
+	"path/filepath"
+	"runtime"
+	"strconv"
+	"strings"
+	"time"
+)
+
+// 容器自身资源采样。
+//
+// 历史实现直接读取宿主机口径（/proc/stat 与 /proc/meminfo），把同节点其它
+// 工作负载的占用也算成本进程过载，导致正常的 relay 流量被 503 熔断。这里
+// 改为优先读取当前容器的 cgroup 配额与用量，只有在拿不到 cgroup 数据时才由
+// 调用方回退到宿主机口径。
+
+const (
+	defaultCgroupRoot = "/sys/fs/cgroup"
+	// cgroup v1 用接近 int64 上限的值表示"未限制"。
+	unlimitedMemoryBytes = uint64(1) << 60
+)
+
+// containerUsage 记录上一次采样点，用来计算区间内的 CPU 占用。
+type containerUsage struct {
+	cgroupRoot string
+	// schedulableCPUs 是本进程可调度的逻辑 CPU 数（Linux 上含 cpuset/affinity 限制）。
+	schedulableCPUs float64
+	cpuLastUsec     uint64
+	cpuLastSampled  time.Time
+}
+
+func newContainerUsage() *containerUsage {
+	// runtime.NumCPU 在 Linux 上于进程启动时按 sched_getaffinity 计数，不受 GOMAXPROCS 影响。
+	return &containerUsage{cgroupRoot: defaultCgroupRoot, schedulableCPUs: float64(runtime.NumCPU())}
+}
+
+// cpuSaturation 返回相对容器可用 CPU 的使用率（百分比）。
+// 可用 CPU 取 cgroup 配额与可调度 CPU 的较小者：配额大于 cpuset 或节点核数时，
+// 按配额计算会让容器打满也无法触发保护。
+// ok=false 表示当前环境没有可用的 cgroup CPU 数据，调用方应回退到宿主机口径。
+func (u *containerUsage) cpuSaturation(now time.Time) (float64, bool) {
+	limitCores, ok := u.readCgroupCPUQuotaCores()
+	if !ok {
+		return 0, false
+	}
+	if u.schedulableCPUs > 0 {
+		limitCores = min(limitCores, u.schedulableCPUs)
+	}
+	usageUsec, ok := u.readCgroupCPUUsageUsec()
+	if !ok {
+		return 0, false
+	}
+	if u.cpuLastSampled.IsZero() || usageUsec < u.cpuLastUsec || !now.After(u.cpuLastSampled) {
+		u.cpuLastUsec = usageUsec
+		u.cpuLastSampled = now
+		return 0, false
+	}
+	elapsed := now.Sub(u.cpuLastSampled)
+	if elapsed < time.Second {
+		return 0, false
+	}
+	deltaUsec := usageUsec - u.cpuLastUsec
+	u.cpuLastUsec = usageUsec
+	u.cpuLastSampled = now
+
+	usedCores := float64(deltaUsec) / 1e6 / elapsed.Seconds()
+	return usedCores / limitCores * 100, true
+}
+
+// memoryUsage 返回容器内存工作集相对上限的使用率（百分比）。
+// 工作集 = 用量 - 非活跃文件缓存，与 docker stats、kubelet 一致：用量包含可回收的
+// 页缓存，写日志或文件后会长期贴近上限，不代表内存压力。
+// ok=false 时调用方回退宿主机口径（同样不含缓存）：内存未限制、文件不可读、
+// 或 memory.stat 缺少非活跃缓存字段。宁可回退旧口径，也不把含缓存的用量当作压力。
+func (u *containerUsage) memoryUsage() (float64, bool) {
+	usagePath := filepath.Join(u.cgroupRoot, "memory.current")
+	limitPath := filepath.Join(u.cgroupRoot, "memory.max")
+	statPath := filepath.Join(u.cgroupRoot, "memory.stat")
+	inactiveFileKey := "inactive_file"
+	if _, err := os.Stat(usagePath); err != nil {
+		v1Dir := filepath.Join(u.cgroupRoot, "memory")
+		usagePath = filepath.Join(v1Dir, "memory.usage_in_bytes")
+		limitPath = filepath.Join(v1Dir, "memory.limit_in_bytes")
+		statPath = filepath.Join(v1Dir, "memory.stat")
+		inactiveFileKey = "total_inactive_file"
+	}
+
+	// cgroup v2 未限制时 memory.max 为 "max"，解析失败即视为不可用。
+	limit, ok := readCgroupUint(limitPath)
+	if !ok || limit == 0 || limit >= unlimitedMemoryBytes {
+		return 0, false
+	}
+	usage, ok := readCgroupUint(usagePath)
+	if !ok {
+		return 0, false
+	}
+	inactiveFile, ok := readCgroupStatValue(statPath, inactiveFileKey)
+	if !ok {
+		return 0, false
+	}
+	// 用量与 memory.stat 不是同一时刻的快照，缓存可能短暂大于用量，按 0 处理防止下溢。
+	workingSet := usage - min(inactiveFile, usage)
+	return float64(workingSet) / float64(limit) * 100, true
+}
+
+// readCgroupCPUQuotaCores 返回 cgroup CPU 配额（核）。ok=false 表示未限制或不可读。
+func (u *containerUsage) readCgroupCPUQuotaCores() (float64, bool) {
+	if raw, err := os.ReadFile(filepath.Join(u.cgroupRoot, "cpu.max")); err == nil {
+		quotaText, periodText, found := strings.Cut(strings.TrimSpace(string(raw)), " ")
+		if !found || quotaText == "max" {
+			return 0, false
+		}
+		quota, err := strconv.ParseUint(quotaText, 10, 64)
+		if err != nil || quota == 0 {
+			return 0, false
+		}
+		period, err := strconv.ParseUint(strings.TrimSpace(periodText), 10, 64)
+		if err != nil || period == 0 {
+			return 0, false
+		}
+		return float64(quota) / float64(period), true
+	}
+
+	// cgroup v1 未限制时 cfs_quota_us 为 -1，解析失败即视为不可用。
+	v1Dir := filepath.Join(u.cgroupRoot, "cpu")
+	quota, ok := readCgroupUint(filepath.Join(v1Dir, "cpu.cfs_quota_us"))
+	if !ok || quota == 0 {
+		return 0, false
+	}
+	period, ok := readCgroupUint(filepath.Join(v1Dir, "cpu.cfs_period_us"))
+	if !ok || period == 0 {
+		return 0, false
+	}
+	return float64(quota) / float64(period), true
+}
+
+func (u *containerUsage) readCgroupCPUUsageUsec() (uint64, bool) {
+	statPath := filepath.Join(u.cgroupRoot, "cpu.stat")
+	if _, err := os.Stat(statPath); err == nil {
+		return readCgroupStatValue(statPath, "usage_usec")
+	}
+	// cgroup v1 的 cpuacct.usage 单位是纳秒。
+	nanos, ok := readCgroupUint(filepath.Join(u.cgroupRoot, "cpuacct", "cpuacct.usage"))
+	return nanos / 1000, ok
+}
+
+// readCgroupUint 读取只含一个无符号整数的 cgroup 文件。
+func readCgroupUint(path string) (uint64, bool) {
+	raw, err := os.ReadFile(path)
+	if err != nil {
+		return 0, false
+	}
+	value, err := strconv.ParseUint(strings.TrimSpace(string(raw)), 10, 64)
+	return value, err == nil
+}
+
+// readCgroupStatValue 从 "key value" 逐行格式的 cgroup 统计文件（cpu.stat、memory.stat）中读取一项。
+func readCgroupStatValue(path string, key string) (uint64, bool) {
+	raw, err := os.ReadFile(path)
+	if err != nil {
+		return 0, false
+	}
+	for line := range strings.SplitSeq(string(raw), "\n") {
+		name, valueText, found := strings.Cut(line, " ")
+		if !found || name != key {
+			continue
+		}
+		value, err := strconv.ParseUint(strings.TrimSpace(valueText), 10, 64)
+		return value, err == nil
+	}
+	return 0, false
+}
diff --git a/common/email.go b/common/email.go
index 6ee26c0..3a3711a 100644
--- a/common/email.go
+++ b/common/email.go
@@ -84,7 +84,7 @@ func SendEmail(subject string, receiver string, content string) error {
 		return err2
 	}
 	if SMTPServer == "" && SMTPAccount == "" {
-		return fmt.Errorf("SMTP 服务器未配置")
+		return NewMessage("SMTP server is not configured")
 	}
 	encodedSubject := fmt.Sprintf("=?UTF-8?B?%s?=", base64.StdEncoding.EncodeToString([]byte(subject)))
 	mail := []byte(fmt.Sprintf("To: %s\r\n"+
@@ -130,7 +130,7 @@ func SendEmail(subject string, receiver string, content string) error {
 	}
 	err = client.Quit()
 	if err != nil {
-		SysError(fmt.Sprintf("failed to send email to %s: %v", receiver, err))
+		SysError(LogText("failed to send email to %s: %v", receiver, err))
 	}
 	return err
 }
diff --git a/common/endpoint_defaults.go b/common/endpoint_defaults.go
index 80ed7c8..8641784 100644
--- a/common/endpoint_defaults.go
+++ b/common/endpoint_defaults.go
@@ -21,6 +21,8 @@ var defaultEndpointInfoMap = map[constant.EndpointType]EndpointInfo{
 	constant.EndpointTypeOpenAIResponse:        {Path: "/v1/responses", Method: "POST"},
 	constant.EndpointTypeOpenAIResponseCompact: {Path: "/v1/responses/compact", Method: "POST"},
 	constant.EndpointTypeOpenAIAlphaSearch:     {Path: "/v1/alpha/search", Method: "POST"},
+	constant.EndpointTypeDeepSeekToolsSearch:   {Path: "/v1/tools/search", Method: "POST"},
+	constant.EndpointTypeDeepSeekToolsFetch:    {Path: "/v1/tools/fetch", Method: "POST"},
 	constant.EndpointTypeAnthropic:             {Path: "/v1/messages", Method: "POST"},
 	constant.EndpointTypeGemini:                {Path: "/v1beta/models/{model}:generateContent", Method: "POST"},
 	constant.EndpointTypeJinaRerank:            {Path: "/v1/rerank", Method: "POST"},
diff --git a/common/endpoint_type.go b/common/endpoint_type.go
index 1e5a33c..bc6d2a2 100644
--- a/common/endpoint_type.go
+++ b/common/endpoint_type.go
@@ -4,6 +4,13 @@ import "github.com/QuantumNous/new-api/constant"
 
 // GetEndpointTypesByChannelType 获取渠道最优先端点类型（所有的渠道都支持 OpenAI 端点）
 func GetEndpointTypesByChannelType(channelType int, modelName string) []constant.EndpointType {
+	// The DeepSeek Search and Fetch routing names serve only their endpoint.
+	switch modelName {
+	case constant.DeepSeekSearchModel:
+		return []constant.EndpointType{constant.EndpointTypeDeepSeekToolsSearch}
+	case constant.DeepSeekFetchModel:
+		return []constant.EndpointType{constant.EndpointTypeDeepSeekToolsFetch}
+	}
 	var endpointTypes []constant.EndpointType
 	switch channelType {
 	case constant.ChannelTypeJina:
diff --git a/common/env.go b/common/env.go
index 1aa340f..1dbb72c 100644
--- a/common/env.go
+++ b/common/env.go
@@ -1,7 +1,6 @@
 package common
 
 import (
-	"fmt"
 	"os"
 	"strconv"
 )
@@ -12,7 +11,7 @@ func GetEnvOrDefault(env string, defaultValue int) int {
 	}
 	num, err := strconv.Atoi(os.Getenv(env))
 	if err != nil {
-		SysError(fmt.Sprintf("failed to parse %s: %s, using default value: %d", env, err.Error(), defaultValue))
+		SysError(LogText("failed to parse %s: %s, using default value: %d", env, err.Error(), defaultValue))
 		return defaultValue
 	}
 	return num
@@ -31,7 +30,7 @@ func GetEnvOrDefaultBool(env string, defaultValue bool) bool {
 	}
 	b, err := strconv.ParseBool(os.Getenv(env))
 	if err != nil {
-		SysError(fmt.Sprintf("failed to parse %s: %s, using default value: %t", env, err.Error(), defaultValue))
+		SysError(LogText("failed to parse %s: %s, using default value: %t", env, err.Error(), defaultValue))
 		return defaultValue
 	}
 	return b
diff --git a/common/gin.go b/common/gin.go
index 315e866..de692e1 100644
--- a/common/gin.go
+++ b/common/gin.go
@@ -4,21 +4,26 @@ import (
 	"bytes"
 	"fmt"
 	"io"
+	"maps"
 	"mime"
 	"mime/multipart"
 	"net/http"
 	"net/url"
 	"strings"
+	"sync"
 	"time"
 
 	"github.com/QuantumNous/new-api/constant"
+	"github.com/QuantumNous/new-api/relaykit/dto"
 	"github.com/pkg/errors"
 
 	"github.com/gin-gonic/gin"
+	"golang.org/x/net/http/httpproxy"
 )
 
 const KeyRequestBody = "key_request_body"
 const KeyBodyStorage = "key_body_storage"
+const keyBodyReadError = "key_body_read_error"
 
 var ErrRequestBodyTooLarge = errors.New("request body too large")
 
@@ -57,6 +62,12 @@ func GetRequestBody(c *gin.Context) (io.Seeker, error) {
 		}
 	}
 
+	// A failed read has consumed and closed the body. Later readers get the
+	// same error instead of "http: invalid Read on closed Body".
+	if readErr, failed := c.Get(keyBodyReadError); failed {
+		return nil, readErr.(error)
+	}
+
 	maxMB := constant.MaxRequestBodyMB
 	if maxMB <= 0 {
 		maxMB = 128 // 默认 128MB
@@ -71,8 +82,9 @@ func GetRequestBody(c *gin.Context) (io.Seeker, error) {
 
 	if err != nil {
 		if IsRequestBodyTooLargeError(err) {
-			return nil, errors.Wrap(ErrRequestBodyTooLarge, fmt.Sprintf("request body exceeds %d MB", maxMB))
+			err = errors.Wrap(ErrRequestBodyTooLarge, fmt.Sprintf("request body exceeds %d MB", maxMB))
 		}
+		c.Set(keyBodyReadError, err)
 		return nil, err
 	}
 
@@ -166,6 +178,62 @@ func GetContextKeyString(c *gin.Context, key constant.ContextKey) string {
 	return c.GetString(string(key))
 }
 
+// presetUpstreamHosts are the hosts, with any port, of the default base URLs
+// new-api presets for channel types. They are public endpoints, so errors keep
+// them readable. The port keeps a configured localhost upstream apart from the
+// Ollama preset.
+var presetUpstreamHosts = sync.OnceValue(func() map[string]struct{} {
+	hosts := make(map[string]struct{}, len(constant.ChannelBaseURLs))
+	for _, baseURL := range constant.ChannelBaseURLs {
+		if parsed, err := url.Parse(baseURL); err == nil && parsed.Host != "" {
+			hosts[strings.ToLower(parsed.Host)] = struct{}{}
+		}
+	}
+	return hosts
+})
+
+// isPresetUpstreamHost reports whether address points at one of the preset
+// default base URL hosts.
+func isPresetUpstreamHost(address string) bool {
+	rawURL := strings.TrimSpace(address)
+	if !strings.Contains(rawURL, "://") {
+		rawURL = "//" + rawURL
+	}
+	parsed, err := url.Parse(rawURL)
+	if err != nil {
+		return false
+	}
+	_, preset := presetUpstreamHosts()[strings.ToLower(parsed.Host)]
+	return preset
+}
+
+// UpstreamAddresses returns the addresses masked in errors shown to users: the
+// upstream the admin configured for the selected channel and the proxies its
+// requests may go through. Preset default base URLs are public and stay
+// readable. The origin actually requested only counts for a configured base
+// URL or an Advanced Custom channel, whose routes may target absolute URLs;
+// other adaptors build official endpoints themselves.
+func UpstreamAddresses(c *gin.Context) []string {
+	// A channel without its own proxy dials through the environment proxy.
+	environmentProxy := httpproxy.FromEnvironment()
+	candidates := []string{environmentProxy.HTTPProxy, environmentProxy.HTTPSProxy}
+	if setting, ok := GetContextKeyType[dto.ChannelSettings](c, constant.ContextKeyChannelSetting); ok {
+		candidates = append(candidates, setting.Proxy)
+	}
+	baseURL := strings.TrimSpace(GetContextKeyString(c, constant.ContextKeyChannelBaseUrl))
+	candidates = append(candidates, baseURL)
+	if GetContextKeyInt(c, constant.ContextKeyChannelType) == constant.ChannelTypeAdvancedCustom || (baseURL != "" && !isPresetUpstreamHost(baseURL)) {
+		candidates = append(candidates, GetContextKeyString(c, constant.ContextKeyUpstreamRequestOrigin))
+	}
+	addresses := make([]string, 0, len(candidates))
+	for _, address := range candidates {
+		if strings.TrimSpace(address) != "" && !isPresetUpstreamHost(address) {
+			addresses = append(addresses, address)
+		}
+	}
+	return addresses
+}
+
 func GetContextKeyInt(c *gin.Context, key constant.ContextKey) int {
 	return c.GetInt(string(key))
 }
@@ -196,11 +264,45 @@ func GetContextKeyType[T any](c *gin.Context, key constant.ContextKey) (T, bool)
 	return t, false
 }
 
+// ApiError responds with err's text. When err is or wraps a *Message, the
+// response also carries message_key and message_params for the web console.
 func ApiError(c *gin.Context, err error) {
-	c.JSON(http.StatusOK, gin.H{
+	ApiErrorStatus(c, http.StatusOK, err)
+}
+
+// ApiErrorStatus is ApiError with another HTTP status. fields adds response
+// fields such as a stable error code or data.
+func ApiErrorStatus(c *gin.Context, status int, err error, fields ...gin.H) {
+	body := gin.H{
 		"success": false,
 		"message": err.Error(),
-	})
+	}
+	var message *Message
+	if errors.As(err, &message) {
+		maps.Copy(body, message.Fields())
+	}
+	for _, extra := range fields {
+		maps.Copy(body, extra)
+	}
+	c.JSON(status, body)
+}
+
+// ApiErrorT responds with a web console message; key is the English source
+// text, which the web console translates with params.
+func ApiErrorT(c *gin.Context, key string, params ...map[string]any) {
+	ApiError(c, NewMessage(key, params...))
+}
+
+// ApiSuccessT is the success counterpart of ApiErrorT.
+func ApiSuccessT(c *gin.Context, key string, data any, params ...map[string]any) {
+	message := NewMessage(key, params...)
+	body := gin.H{
+		"success": true,
+		"message": message.Error(),
+		"data":    data,
+	}
+	maps.Copy(body, message.Fields())
+	c.JSON(http.StatusOK, body)
 }
 
 func ApiErrorMsg(c *gin.Context, msg string) {
diff --git a/common/gopool.go b/common/gopool.go
index 370a59a..326d74e 100644
--- a/common/gopool.go
+++ b/common/gopool.go
@@ -2,7 +2,6 @@ package common
 
 import (
 	"context"
-	"fmt"
 	"math"
 
 	"github.com/bytedance/gopkg/util/gopool"
@@ -16,7 +15,7 @@ func init() {
 		if stopChan, ok := ctx.Value("stop_chan").(chan bool); ok {
 			SafeSendBool(stopChan, true)
 		}
-		SysError(fmt.Sprintf("panic in gopool.RelayPool: %v", i))
+		SysError(LogText("panic in gopool.RelayPool: %v", i))
 	})
 }
 
diff --git a/common/init.go b/common/init.go
index b34f437..8188102 100644
--- a/common/init.go
+++ b/common/init.go
@@ -47,12 +47,14 @@ func InitEnv() {
 		os.Exit(0)
 	}
 
+	DefaultLanguage = os.Getenv("DEFAULT_LANGUAGE")
+	SetLogLanguage(DefaultLanguage)
+
 	if os.Getenv("SESSION_SECRET") != "" {
 		ss := os.Getenv("SESSION_SECRET")
 		if ss == "random_string" {
-			log.Println("WARNING: SESSION_SECRET is set to the default value 'random_string', please change it to a random string.")
-			log.Println("警告：SESSION_SECRET被设置为默认值'random_string'，请修改为随机字符串。")
-			log.Fatal("Please set SESSION_SECRET to a random string.")
+			log.Println(LogText("WARNING: SESSION_SECRET is set to the default value 'random_string', please change it to a random string."))
+			log.Fatal(LogText("Please set SESSION_SECRET to a random string."))
 		} else {
 			SessionSecret = ss
 		}
@@ -95,7 +97,7 @@ func InitEnv() {
 			if tr.TLSClientConfig != nil {
 				tr.TLSClientConfig.InsecureSkipVerify = true
 			} else {
-				tr.TLSClientConfig = InsecureTLSConfig
+				tr.TLSClientConfig = InsecureTLSConfig.Clone()
 			}
 		}
 	}
@@ -128,6 +130,10 @@ func InitEnv() {
 	GlobalWebRateLimitNum = GetEnvOrDefault("GLOBAL_WEB_RATE_LIMIT", 120)
 	GlobalWebRateLimitDuration = int64(GetEnvOrDefault("GLOBAL_WEB_RATE_LIMIT_DURATION", 180))
 
+	GlobalStaticRateLimitEnable = GetEnvOrDefaultBool("GLOBAL_STATIC_RATE_LIMIT_ENABLE", false)
+	GlobalStaticRateLimitNum = GetEnvOrDefault("GLOBAL_STATIC_RATE_LIMIT", 1000)
+	GlobalStaticRateLimitDuration = int64(GetEnvOrDefault("GLOBAL_STATIC_RATE_LIMIT_DURATION", 180))
+
 	CriticalRateLimitEnable = GetEnvOrDefaultBool("CRITICAL_RATE_LIMIT_ENABLE", true)
 	CriticalRateLimitNum = GetEnvOrDefault("CRITICAL_RATE_LIMIT", 20)
 	CriticalRateLimitDuration = int64(GetEnvOrDefault("CRITICAL_RATE_LIMIT_DURATION", 20*60))
@@ -147,7 +153,7 @@ func initUserSessionSettings() {
 
 	const secondsPerDay = 24 * 60 * 60
 	if int64(UserSessionRevokedRetentionDays) > math.MaxInt64/secondsPerDay {
-		SysError(fmt.Sprintf(
+		SysError(LogText(
 			"USER_SESSION_REVOKED_RETENTION_DAYS is too large, using default value: %d",
 			DefaultUserSessionRevokedRetentionDays,
 		))
@@ -157,7 +163,7 @@ func initUserSessionSettings() {
 	if UserSessionIssuanceWindowSeconds > retentionSeconds {
 		configuredWindow := UserSessionIssuanceWindowSeconds
 		UserSessionIssuanceWindowSeconds = retentionSeconds
-		SysError(fmt.Sprintf(
+		SysError(LogText(
 			"USER_SESSION_ISSUANCE_WINDOW_SECONDS exceeds revoked retention; configured_window_seconds=%d revoked_retention_seconds=%d effective_window_seconds=%d",
 			configuredWindow,
 			retentionSeconds,
@@ -169,7 +175,7 @@ func initUserSessionSettings() {
 func positiveUserSessionEnv(name string, fallback int) int {
 	value := GetEnvOrDefault(name, fallback)
 	if value <= 0 {
-		SysError(fmt.Sprintf("%s must be positive, using default value: %d", name, fallback))
+		SysError(LogText("%s must be positive, using default value: %d", name, fallback))
 		return fallback
 	}
 	return value
diff --git a/common/limiter/limiter.go b/common/limiter/limiter.go
index 6be61bc..46cd8c6 100644
--- a/common/limiter/limiter.go
+++ b/common/limiter/limiter.go
@@ -28,7 +28,7 @@ func New(ctx context.Context, r *redis.Client) *RedisLimiter {
 		// 预加载脚本
 		limitSHA, err := r.ScriptLoad(ctx, rateLimitScript).Result()
 		if err != nil {
-			common.SysLog(fmt.Sprintf("Failed to load rate limit script: %v", err))
+			common.SysLog(common.LogText("Failed to load rate limit script: %v", err))
 		}
 		instance = &RedisLimiter{
 			client:         r,
diff --git a/common/log_text.go b/common/log_text.go
new file mode 100644
index 0000000..8b30355
--- /dev/null
+++ b/common/log_text.go
@@ -0,0 +1,35 @@
+package common
+
+import (
+	_ "embed"
+	"fmt"
+	"strings"
+)
+
+// Server log lines are English. logTextZhCN holds the Chinese text of the
+// lines that have one, keyed by their English format.
+//
+//go:embed log_text.zh-CN.json
+var logTextZhCN []byte
+
+// logTexts is the translation table DEFAULT_LANGUAGE selected; nil prints English.
+var logTexts map[string]string
+
+// SetLogLanguage selects the language of server log lines. A language that
+// starts with "zh" prints the Chinese text; anything else prints English.
+func SetLogLanguage(language string) {
+	logTexts = nil
+	if !strings.HasPrefix(strings.ToLower(strings.TrimSpace(language)), "zh") {
+		return
+	}
+	_ = Unmarshal(logTextZhCN, &logTexts)
+}
+
+// LogText formats a server log line in the language of DEFAULT_LANGUAGE. format is
+// the English text and the key of its translation in log_text.zh-CN.json.
+func LogText(format string, args ...any) string {
+	if translated, ok := logTexts[format]; ok {
+		return fmt.Sprintf(translated, args...)
+	}
+	return fmt.Sprintf(format, args...)
+}
diff --git a/common/log_text.zh-CN.json b/common/log_text.zh-CN.json
new file mode 100644
index 0000000..23fb7c3
--- /dev/null
+++ b/common/log_text.zh-CN.json
@@ -0,0 +1,854 @@
+{
+  "%d quota points": "%d 点额度",
+  "%s after refresh: %s": "%s（刷新凭证后重试）: %s",
+  "%s failed: %s": "%s 构建失败，%s",
+  "%s must be positive, using default value: %d": "%s 必须大于 0，已使用默认值: %d",
+  "%s must be positive; using default": "%s 必须大于 0，已使用默认值",
+  "%s%.6f quota": "%s%.6f 额度",
+  "--form 'file=@\"%s\"' (size: %d bytes, content-type: %s)": "--form 'file=@\"%s\"' (大小: %d 字节, content-type: %s)",
+  "Add abilities for channel %d failed: %s": "修复渠道一致性: 为渠道 %d 重建 abilities 记录失败: %s",
+  "Auto selected group: %s": "Auto 分组选定: %s",
+  "Auto selecting group: %s, priorityRetry: %d": "Auto 分组尝试: %s, priorityRetry: %d",
+  "Batch task %s already transitioned by another process, skip billing": "批量轮询: 任务 %s 的状态已由其他进程更新，跳过计费",
+  "Batch task %s reached terminal status without data; preserving existing task data": "批量轮询: 任务 %s 已结束，但上游没有返回数据，保留已有的任务数据",
+  "Batch task response ignored: unknown task_id=%s": "批量轮询: 上游返回了未知的 task_id=%s，已忽略",
+  "CacheUpdateChannel after: id=%d, name=%s, status=%d, polling_index=%d": "CacheUpdateChannel 更新后: id=%d, name=%s, status=%d, polling_index=%d",
+  "CacheUpdateChannel before: id=%d, name=%s, status=%d, polling_index=%d": "CacheUpdateChannel 更新前: id=%d, name=%s, status=%d, polling_index=%d",
+  "Channel #%d failed to update video async tasks: %s": "渠道 #%d 更新视频异步任务失败: %s",
+  "Channel #%d pending video tasks: %d": "渠道 #%d 有 %d 个视频任务未完成",
+  "CheckUserExistOrDeleted error: %v": "CheckUserExistOrDeleted 出错: %v",
+  "Client IP %s passed the token IP restrictions check": "客户端 IP %s 在令牌的 IP 白名单内",
+  "Creem API response received trade_no=%s status_code=%d body=%q": "Creem API 响应已收到 trade_no=%s status_code=%d body=%q",
+  "Creem callback customer email is empty trade_no=%s creem_order_id=%s": "Creem 回调客户邮箱为空 trade_no=%s creem_order_id=%s",
+  "Creem callback customer name is empty trade_no=%s creem_order_id=%s": "Creem 回调客户姓名为空 trade_no=%s creem_order_id=%s",
+  "Creem failed to create payment link user_id=%d trade_no=%s product_id=%s error=%q": "Creem 创建支付链接失败 user_id=%d trade_no=%s product_id=%s error=%q",
+  "Creem failed to create subscription payment link trade_no=%s product_id=%s error=%q": "Creem 订阅支付链接创建失败 trade_no=%s product_id=%s error=%q",
+  "Creem failed to create top-up order user_id=%d trade_no=%s product_id=%s error=%q": "Creem 创建充值订单失败 user_id=%d trade_no=%s product_id=%s error=%q",
+  "Creem failed to parse product config user_id=%d error=%q": "Creem 产品配置解析失败 user_id=%d error=%q",
+  "Creem failed to read payment request error=%q": "Creem 支付请求读取失败 error=%q",
+  "Creem failed to read subscription payment request error=%q": "Creem 订阅支付请求读取失败 error=%q",
+  "Creem order not paid, ignored request_id=%s order_id=%s order_status=%s": "Creem 订单状态未支付，忽略处理 request_id=%s order_id=%s order_status=%s",
+  "Creem order type not supported, ignored request_id=%s creem_order_id=%s order_type=%s": "Creem 暂不支持该订单类型，忽略处理 request_id=%s creem_order_id=%s order_type=%s",
+  "Creem payment completed callback trade_no=%s creem_order_id=%s amount_paid=%d currency=%s product_name=%q customer_email=%q customer_name=%q": "Creem 支付完成回调 trade_no=%s creem_order_id=%s amount_paid=%d currency=%s product_name=%q customer_email=%q customer_name=%q",
+  "Creem payment link created trade_no=%s response_id=%s checkout_url=%q": "Creem 支付链接创建成功 trade_no=%s response_id=%s checkout_url=%q",
+  "Creem payment request received user_id=%d body=%q": "Creem 支付请求已收到 user_id=%d body=%q",
+  "Creem payment request sent api_url=%s product_id=%s email=%q trade_no=%s": "Creem 支付请求已发送 api_url=%s product_id=%s email=%q trade_no=%s",
+  "Creem subscription order processed trade_no=%s creem_order_id=%s": "Creem 订阅订单处理成功 trade_no=%s creem_order_id=%s",
+  "Creem subscription order processing failed trade_no=%s creem_order_id=%s error=%q": "Creem 订阅订单处理失败 trade_no=%s creem_order_id=%s error=%q",
+  "Creem top-up order created user_id=%d trade_no=%s product_id=%s product_name=%q quota=%d money=%.2f": "Creem 充值订单创建成功 user_id=%d trade_no=%s product_id=%s product_name=%q quota=%d money=%.2f",
+  "Creem top-up order not found trade_no=%s creem_order_id=%s": "Creem 充值订单不存在 trade_no=%s creem_order_id=%s",
+  "Creem top-up order not pending, ignored trade_no=%s status=%s creem_order_id=%s": "Creem 充值订单状态非 pending，忽略处理 trade_no=%s status=%s creem_order_id=%s",
+  "Creem top-up processing failed trade_no=%s creem_order_id=%s client_ip=%s error=%q": "Creem 充值处理失败 trade_no=%s creem_order_id=%s client_ip=%s error=%q",
+  "Creem top-up succeeded trade_no=%s creem_order_id=%s quota=%d money=%.2f client_ip=%s": "Creem 充值成功 trade_no=%s creem_order_id=%s quota=%d money=%.2f client_ip=%s",
+  "Creem using test environment api_url=%s": "Creem 使用测试环境 api_url=%s",
+  "Creem webhook failed to parse path=%q client_ip=%s error=%q body=%q": "Creem webhook 解析失败 path=%q client_ip=%s error=%q body=%q",
+  "Creem webhook failed to read request body path=%q client_ip=%s error=%q": "Creem webhook 读取请求体失败 path=%q client_ip=%s error=%q",
+  "Creem webhook ignored event event_type=%s event_id=%s": "Creem webhook 忽略事件 event_type=%s event_id=%s",
+  "Creem webhook missing request_id event_id=%s order_id=%s": "Creem webhook 缺少 request_id event_id=%s order_id=%s",
+  "Creem webhook missing signature path=%q client_ip=%s body=%q": "Creem webhook 缺少签名 path=%q client_ip=%s body=%q",
+  "Creem webhook parsed event_type=%s event_id=%s request_id=%s order_id=%s order_status=%s": "Creem webhook 解析成功 event_type=%s event_id=%s request_id=%s order_id=%s order_status=%s",
+  "Creem webhook received request path=%q client_ip=%s signature=%q body=%q": "Creem webhook 收到请求 path=%q client_ip=%s signature=%q body=%q",
+  "Creem webhook rejected reason=webhook_disabled path=%q client_ip=%s": "Creem webhook 被拒绝 reason=webhook_disabled path=%q client_ip=%s",
+  "Creem webhook secret is not configured test_mode=%t signature=%q body=%q": "Creem webhook secret 未配置 test_mode=%t signature=%q body=%q",
+  "Creem webhook signature check skipped reason=test_mode signature=%q body=%q": "Creem webhook 验签已跳过 reason=test_mode signature=%q body=%q",
+  "Creem webhook signature verification failed path=%q client_ip=%s signature=%q body=%q": "Creem webhook 验签失败 path=%q client_ip=%s signature=%q body=%q",
+  "Creem webhook signature verified path=%q client_ip=%s": "Creem webhook 验签成功 path=%q client_ip=%s",
+  "Current group %s retries exhausted (priorityRetry=%d >= RetryTimes=%d), preparing switch to next group for next retry": "当前分组 %s 重试次数已用完 (priorityRetry=%d >= RetryTimes=%d)，下次重试将切换到下一个分组",
+  "Database pinged successfully": "数据库连接正常",
+  "Delete abilities failed: %s": "修复渠道一致性: 删除 abilities 记录失败: %s",
+  "Do gemini request failed: %s": "请求 Gemini 失败: %s",
+  "Epay callback order not found trade_no=%s callback_type=%s client_ip=%s verify_info=%q": "易支付 回调订单不存在 trade_no=%s callback_type=%s client_ip=%s verify_info=%q",
+  "Epay client is not initialized path=%q client_ip=%s": "易支付 client 未初始化 path=%q client_ip=%s",
+  "Epay duplicate callback ignored trade_no=%s callback_type=%s client_ip=%s": "易支付 重复回调幂等忽略 trade_no=%s callback_type=%s client_ip=%s",
+  "Epay failed to create top-up order user_id=%d trade_no=%s payment_method=%s amount=%d error=%q": "易支付 创建充值订单失败 user_id=%d trade_no=%s payment_method=%s amount=%d error=%q",
+  "Epay failed to start payment user_id=%d trade_no=%s payment_method=%s amount=%d error=%q": "易支付 拉起支付失败 user_id=%d trade_no=%s payment_method=%s amount=%d error=%q",
+  "Epay order payment gateway mismatch trade_no=%s callback_type=%s client_ip=%s": "易支付 订单支付网关不匹配 trade_no=%s callback_type=%s client_ip=%s",
+  "Epay order status invalid trade_no=%s callback_type=%s client_ip=%s": "易支付 订单状态非法 trade_no=%s callback_type=%s client_ip=%s",
+  "Epay top-up order created user_id=%d trade_no=%s payment_method=%s amount=%d money=%.2f uri=%q params=%q": "易支付 充值订单创建成功 user_id=%d trade_no=%s payment_method=%s amount=%d money=%.2f uri=%q params=%q",
+  "Epay top-up processing failed trade_no=%s client_ip=%s error=%q": "易支付 充值处理失败 trade_no=%s client_ip=%s error=%q",
+  "Epay top-up succeeded trade_no=%s callback_type=%s client_ip=%s": "易支付 充值成功 trade_no=%s callback_type=%s client_ip=%s",
+  "Epay top-up succeeded trade_no=%s user_id=%d quota_to_add=%d money=%.2f": "易支付充值成功 trade_no=%s user_id=%d quota_to_add=%d money=%.2f",
+  "Epay webhook failed to parse POST form path=%q client_ip=%s error=%q": "易支付 webhook POST 表单解析失败 path=%q client_ip=%s error=%q",
+  "Epay webhook failed to write response path=%q client_ip=%s error=%q": "易支付 webhook 响应写入失败 path=%q client_ip=%s error=%q",
+  "Epay webhook failed to write response trade_no=%s client_ip=%s error=%q": "易支付 webhook 响应写入失败 trade_no=%s client_ip=%s error=%q",
+  "Epay webhook ignored event trade_no=%s callback_type=%s trade_status=%s client_ip=%s verify_info=%q": "易支付 webhook 忽略事件 trade_no=%s callback_type=%s trade_status=%s client_ip=%s verify_info=%q",
+  "Epay webhook params are empty path=%q client_ip=%s": "易支付 webhook 参数为空 path=%q client_ip=%s",
+  "Epay webhook received request path=%q client_ip=%s method=%s params=%q": "易支付 webhook 收到请求 path=%q client_ip=%s method=%s params=%q",
+  "Epay webhook rejected reason=webhook_disabled path=%q client_ip=%s": "易支付 webhook 被拒绝 reason=webhook_disabled path=%q client_ip=%s",
+  "Epay webhook signature verification failed path=%q client_ip=%s verify_error=%q": "易支付 webhook 验签失败 path=%q client_ip=%s verify_error=%q",
+  "Epay webhook signature verification failed path=%q client_ip=%s verify_status=false": "易支付 webhook 验签失败 path=%q client_ip=%s verify_status=false",
+  "Epay webhook signature verified trade_no=%s callback_type=%s trade_status=%s client_ip=%s verify_info=%q": "易支付 webhook 验签成功 trade_no=%s callback_type=%s trade_status=%s client_ip=%s verify_info=%q",
+  "Error getting sql.DB from GORM: %v": "从 GORM 取得 sql.DB 失败: %v",
+  "Error pinging DB: %v": "数据库 ping 失败: %v",
+  "Error: Failed to decode base64 string": "base64 字符串解码失败",
+  "FRONTEND_BASE_URL is ignored on master node": "当前是主节点，FRONTEND_BASE_URL 设置已忽略",
+  "Failed to get binding count for provider %s: %s": "查询 OAuth 提供商 %s 的绑定用户数失败: %s",
+  "Failed to load custom OAuth providers: %s": "加载自定义 OAuth 提供商失败: %s",
+  "Failed to load rate limit script: %v": "加载限流脚本失败: %v",
+  "Failed to project plugin video for task %s": "读取任务 %s 的制品列表失败",
+  "Failed to query task %s: %s": "查询任务 %s 失败: %s",
+  "Failed to resolve plugin video content for task %s: %v": "任务 %s: 生成视频内容的下载请求失败: %v",
+  "Failed to stream image: %v": "向客户端转发图片失败: %v",
+  "Failed to stream task media: %v": "向客户端转发任务媒体文件失败: %v",
+  "Failed to update task %s: %s": "更新任务 %s 失败: %s",
+  "Failed to update video task %s: %s": "更新视频任务 %s 失败: %s",
+  "Failed to write to disk cache, falling back to memory: %v": "写入磁盘缓存失败，改用内存缓存: %v",
+  "File cached to disk: %s, size: %d bytes": "文件已缓存到磁盘: %s，大小: %d 字节",
+  "Fix null mj_id task error: %v": "修复 mj_id 为空的任务出错: %v",
+  "Fix null mj_id task success: %v": "修复 mj_id 为空的任务成功: %v",
+  "Fix null task_id task error: %v": "修复 task_id 为空的任务出错: %v",
+  "Fix null task_id task success: %v": "修复 task_id 为空的任务成功: %v",
+  "Gemini embedding request body: %s": "Gemini 嵌入请求体: %s",
+  "Gemini native embedding response body: %s": "Gemini 原生格式嵌入响应体: %s",
+  "Gemini native response body: %s": "Gemini 原生格式响应体: %s",
+  "Gemini request body: %s": "Gemini 请求体: %s",
+  "Gemini response body: %s": "Gemini 响应体: %s",
+  "Gemini responses response body: %s": "Gemini Responses 响应体: %s",
+  "Gemini stream ended unexpectedly: %s": "Gemini 流式响应异常中断: %s",
+  "Get Mjp Task parse body error2: %v, body: %s": "解析 Midjourney 任务查询响应失败: %v，响应体: %s",
+  "Get Mjp Task parse body error: %v": "读取 Midjourney 任务查询响应失败: %v",
+  "Get Suno Task parse body error: %v": "读取 Suno 任务查询响应失败: %v",
+  "Get Task Do req error: %v": "发送任务查询请求失败: %v",
+  "Get Task error: %v": "创建任务查询请求失败: %v",
+  "Get Task marshal body error: %v": "序列化任务查询请求体失败: %v",
+  "Get Task status code: %d": "任务查询返回状态码 %d",
+  "GetAllEnableAbilityWithChannels error: %v": "GetAllEnableAbilityWithChannels 出错: %v",
+  "GetPasskeyByCredentialID: database error for credential ID: %v": "GetPasskeyByCredentialID: 按凭证 ID 查询数据库出错: %v",
+  "GetPasskeyByCredentialID: empty credential ID": "GetPasskeyByCredentialID: 凭证 ID 为空",
+  "GetPasskeyByCredentialID: passkey not found for credential ID length %d": "GetPasskeyByCredentialID: 未找到凭证 ID 对应的通行密钥，凭证 ID 长度 %d",
+  "GetPasskeyByUserID: database error for user %d: %v": "GetPasskeyByUserID: 查询用户 %d 时数据库出错: %v",
+  "GetPasskeyByUserID: empty user ID": "GetPasskeyByUserID: 用户 ID 为空",
+  "GetPreferredModelOwnerChannelTypes error: %v": "GetPreferredModelOwnerChannelTypes 出错: %v",
+  "InitChannelCache failed: %s": "InitChannelCache 失败: %s",
+  "InitChannelCache panic: %v": "InitChannelCache 发生 panic: %v",
+  "InitChannelCache panic: %v, retrying once": "InitChannelCache 发生 panic: %v，重试一次",
+  "LoadFileSource starting for: %s": "LoadFileSource 开始加载: %s",
+  "Loaded %d custom OAuth providers": "已加载 %d 个自定义 OAuth 提供商",
+  "Loaded custom OAuth provider: %s (%s)": "已加载自定义 OAuth 提供商: %s (%s)",
+  "Local:": "本机地址:",
+  "Login database error for user %s: %v": "用户 %s 登录时数据库出错: %v",
+  "Midjourney action uses origin channel: id=%s, base_url=%s": "Midjourney 后续操作使用原任务所在的渠道: id=%s, base_url=%s",
+  "Midjourney refund succeeded but clearing the quota failed, task %s: %s": "Midjourney 退款成功但清除 quota 失败 task %s: %s",
+  "Midjourney task response ignored: unknown mj_id=%s": "上游返回了未知的 Midjourney 任务 mj_id=%s，已忽略",
+  "Network:": "网络地址:",
+  "New API %s started": "New API %s 已启动",
+  "No .env file found, using default environment variables. If needed, please create a .env file and set the relevant variables.": "未找到 .env 文件，直接使用进程的环境变量。需要时可以新建 .env 文件，把变量写在里面。",
+  "No available channel in group %s for model %s at priorityRetry %d, trying next group": "分组 %s 没有模型 %s 的可用渠道 (priorityRetry=%d)，尝试下一个分组",
+  "No update needed for task %s": "任务 %s 没有变化，跳过更新",
+  "OpenRouter parse failed from %s: %s": "解析 %s 返回的 OpenRouter 数据失败: %s",
+  "PasskeyLogin: userHandle parse error for credential, length: %d": "PasskeyLogin: 凭证的 userHandle 无法解析为用户 ID，长度: %d",
+  "Please set SESSION_SECRET to a random string.": "请将 SESSION_SECRET 设置为随机字符串。",
+  "REDIS_CONN_STRING not set, Redis is not enabled": "未设置 REDIS_CONN_STRING，Redis 未启用",
+  "Redis connected to %s": "Redis 已连接到 %s",
+  "Redis database: %d": "Redis 数据库: %d",
+  "Redis is enabled": "Redis 已启用",
+  "Redis ping test failed: %s": "Redis 连接测试失败: %s",
+  "RemoveDisabledFields Marshal error :%s": "RemoveDisabledFields 序列化失败 :%s",
+  "RemoveDisabledFields Unmarshal error :%s": "RemoveDisabledFields 反序列化失败 :%s",
+  "RemoveGeminiDisabledFields Marshal error: %s": "RemoveGeminiDisabledFields 序列化失败: %s",
+  "RemoveGeminiDisabledFields Unmarshal error: %s": "RemoveGeminiDisabledFields 反序列化失败: %s",
+  "Rerank request body: %s": "重排序请求体: %s",
+  "SKIP_64BIT_QUOTA_SCHEMA_CHECK=true; skipping user quota schema check": "已设置 SKIP_64BIT_QUOTA_SCHEMA_CHECK=true，跳过用户额度字段的类型检查",
+  "SQL_DSN not set, using SQLite as database": "未设置 SQL_DSN，数据库使用 SQLite",
+  "SSE ping data sent": "SSE ping 数据已发送",
+  "SSE ping error, stopping goroutine: %s": "SSE ping 出错，停止 goroutine: %s",
+  "SSE ping error: %s": "SSE ping 出错: %s",
+  "SSE ping goroutine panic recovered: %v": "SSE ping goroutine 发生 panic，已恢复: %v",
+  "SSE ping goroutine started": "SSE ping goroutine 已启动",
+  "SSE ping goroutine stopped": "SSE ping goroutine 已停止",
+  "SSE ping goroutine stopped by defer": "SSE ping goroutine 已由 defer 停止",
+  "SSE ping goroutine timeout, stopping": "SSE ping goroutine 超时，正在停止",
+  "SSE ping ticker stopped": "SSE ping ticker 已停止",
+  "SYNC_FREQUENCY not set, use default value 60": "未设置 SYNC_FREQUENCY，使用默认值 60",
+  "SetPayloadHash body: %s": "SetPayloadHash 请求体: %s",
+  "Stripe Checkout payment not completed, waiting for async result trade_no=%s payment_status=%s client_ip=%s": "Stripe Checkout 支付未完成，等待异步结果 trade_no=%s payment_status=%s client_ip=%s",
+  "Stripe async payment failed but local order not found trade_no=%s client_ip=%s": "Stripe 异步支付失败但本地订单不存在 trade_no=%s client_ip=%s",
+  "Stripe async payment failed but order not pending, ignored trade_no=%s status=%s client_ip=%s": "Stripe 异步支付失败但订单状态非 pending，忽略处理 trade_no=%s status=%s client_ip=%s",
+  "Stripe async payment failed but order payment gateway mismatch trade_no=%s payment_provider=%s client_ip=%s": "Stripe 异步支付失败但订单支付网关不匹配 trade_no=%s payment_provider=%s client_ip=%s",
+  "Stripe async payment failed event missing order number client_ip=%s": "Stripe 异步支付失败事件缺少订单号 client_ip=%s",
+  "Stripe async payment failed trade_no=%s client_ip=%s": "Stripe 异步支付失败 trade_no=%s client_ip=%s",
+  "Stripe async payment succeeded trade_no=%s client_ip=%s": "Stripe 异步支付成功 trade_no=%s client_ip=%s",
+  "Stripe checkout.completed has unexpected status, ignored trade_no=%s status=%s client_ip=%s": "Stripe checkout.completed 状态异常，忽略处理 trade_no=%s status=%s client_ip=%s",
+  "Stripe checkout.expired has unexpected status, ignored trade_no=%s status=%s": "Stripe checkout.expired 状态异常，忽略处理 trade_no=%s status=%s",
+  "Stripe checkout.expired missing order number": "Stripe checkout.expired 缺少订单号",
+  "Stripe failed to create Checkout Session user_id=%d trade_no=%s amount=%d error=%q": "Stripe 创建 Checkout Session 失败 user_id=%d trade_no=%s amount=%d error=%q",
+  "Stripe failed to create subscription payment link trade_no=%s plan_id=%d error=%q": "Stripe 订阅支付链接创建失败 trade_no=%s plan_id=%d error=%q",
+  "Stripe failed to create top-up order user_id=%d trade_no=%s amount=%d error=%q": "Stripe 创建充值订单失败 user_id=%d trade_no=%s amount=%d error=%q",
+  "Stripe failed to mark top-up order as failed trade_no=%s client_ip=%s error=%q": "Stripe 标记充值订单失败状态失败 trade_no=%s client_ip=%s error=%q",
+  "Stripe order completion missing order number client_ip=%s": "Stripe 完成订单时缺少订单号 client_ip=%s",
+  "Stripe subscription order expired trade_no=%s": "Stripe 订阅订单已过期 trade_no=%s",
+  "Stripe subscription order expiry processing failed trade_no=%s error=%q": "Stripe 订阅订单过期处理失败 trade_no=%s error=%q",
+  "Stripe subscription order processed trade_no=%s event_type=%s client_ip=%s": "Stripe 订阅订单处理成功 trade_no=%s event_type=%s client_ip=%s",
+  "Stripe subscription order processing failed trade_no=%s event_type=%s client_ip=%s error=%q": "Stripe 订阅订单处理失败 trade_no=%s event_type=%s client_ip=%s error=%q",
+  "Stripe top-up order created user_id=%d trade_no=%s amount=%d money=%.2f": "Stripe 充值订单创建成功 user_id=%d trade_no=%s amount=%d money=%.2f",
+  "Stripe top-up order expired trade_no=%s": "Stripe 充值订单已过期 trade_no=%s",
+  "Stripe top-up order expiry processing failed trade_no=%s error=%q": "Stripe 充值订单过期处理失败 trade_no=%s error=%q",
+  "Stripe top-up order marked as failed trade_no=%s client_ip=%s": "Stripe 充值订单已标记为失败 trade_no=%s client_ip=%s",
+  "Stripe top-up order not found, cannot mark as expired trade_no=%s": "Stripe 充值订单不存在，无法标记过期 trade_no=%s",
+  "Stripe top-up processing failed trade_no=%s event_type=%s client_ip=%s error=%q": "Stripe 充值处理失败 trade_no=%s event_type=%s client_ip=%s error=%q",
+  "Stripe top-up succeeded trade_no=%s amount_total=%.2f currency=%s event_type=%s client_ip=%s": "Stripe 充值成功 trade_no=%s amount_total=%.2f currency=%s event_type=%s client_ip=%s",
+  "Stripe webhook failed to read request body path=%q client_ip=%s error=%q": "Stripe webhook 读取请求体失败 path=%q client_ip=%s error=%q",
+  "Stripe webhook ignored event event_type=%s client_ip=%s": "Stripe webhook 忽略事件 event_type=%s client_ip=%s",
+  "Stripe webhook received request path=%q client_ip=%s signature=%q body=%q": "Stripe webhook 收到请求 path=%q client_ip=%s signature=%q body=%q",
+  "Stripe webhook rejected reason=webhook_disabled path=%q client_ip=%s": "Stripe webhook 被拒绝 reason=webhook_disabled path=%q client_ip=%s",
+  "Stripe webhook signature verification failed path=%q client_ip=%s error=%q": "Stripe webhook 验签失败 path=%q client_ip=%s error=%q",
+  "Stripe webhook signature verified event_type=%s client_ip=%s path=%q": "Stripe webhook 验签成功 event_type=%s client_ip=%s path=%q",
+  "Successfully migrated %s.%s to decimal(10,6)": "字段 %s.%s 的类型已改为 decimal(10,6)",
+  "Successfully migrated %s.%s to text": "字段 %s.%s 的类型已改为 text",
+  "Task %s CAS lost or no-op update, skip billing": "任务 %s 的状态已由其他进程更新或没有变化，跳过计费",
+  "Task %s failed": "任务 %s 失败",
+  "Task %s failed: %s": "任务 %s 失败: %s",
+  "Task %s not found in taskM": "任务 %s 不在本次轮询的任务列表中",
+  "Token has IP restrictions, checking client IP %s": "令牌设置了 IP 白名单，检查客户端 IP %s",
+  "TokenAuth GetUserCache error for user %d: %v": "TokenAuth GetUserCache 获取用户 %d 出错: %v",
+  "TokenAuth ValidateUserToken database error: %s": "TokenAuth ValidateUserToken 数据库出错: %s",
+  "TokenAuthReadOnly GetTokenByKey database error: %s": "TokenAuthReadOnly GetTokenByKey 数据库出错: %s",
+  "TokenAuthReadOnly GetUserCache error for user %d: %v": "TokenAuthReadOnly GetUserCache 获取用户 %d 出错: %v",
+  "Truncate abilities failed: %s": "修复渠道一致性: 清空 abilities 表失败: %s",
+  "Trying to read %d bytes to determine file type": "读取前 %d 字节来判断文件类型",
+  "USER_SESSION_ISSUANCE_WINDOW_SECONDS exceeds revoked retention; configured_window_seconds=%d revoked_retention_seconds=%d effective_window_seconds=%d": "USER_SESSION_ISSUANCE_WINDOW_SECONDS 大于已吊销会话的保留时长，已按保留时长生效: configured_window_seconds=%d revoked_retention_seconds=%d effective_window_seconds=%d",
+  "USER_SESSION_REVOKED_RETENTION_DAYS is too large, using default value: %d": "USER_SESSION_REVOKED_RETENTION_DAYS 的值过大，已使用默认值: %d",
+  "UpdateBatchTasks fail: %s": "UpdateBatchTasks 失败: %s",
+  "UpdateMidjourneyTask error: %v": "UpdateMidjourneyTask 出错: %v",
+  "UpdateMidjourneyTask task error: %s": "UpdateMidjourneyTask 更新任务出错: %s",
+  "UpdateSunoTask error: %v": "UpdateSunoTask 出错: %v",
+  "UpdateSunoTask task error: %s": "UpdateSunoTask 更新任务出错: %s",
+  "UpdateVideoTask error: %v": "UpdateVideoTask 出错: %v",
+  "UpdateVideoTasks fail: %s": "UpdateVideoTasks 失败: %s",
+  "UpdateWithStatus failed for task %s: %s": "更新任务 %s 的状态失败 (UpdateWithStatus): %s",
+  "UpsertPasskeyCredential: failed to create credential for user %d: %v": "UpsertPasskeyCredential: 为用户 %d 创建凭证失败: %v",
+  "UpsertPasskeyCredential: failed to delete existing credential for user %d: %v": "UpsertPasskeyCredential: 删除用户 %d 的现有凭证失败: %v",
+  "ValidateUserToken: failed to get token: %s": "ValidateUserToken: 获取令牌失败: %s",
+  "WARNING: SESSION_SECRET is set to the default value 'random_string', please change it to a random string.": "警告：SESSION_SECRET被设置为默认值'random_string'，请修改为随机字符串。",
+  "WARNING: TRUSTED_PROXIES is unset or blank; trusting loopback, RFC 1918, and IPv6 ULA proxy addresses for compatibility. Set TRUSTED_PROXIES=none to trust no proxies, or configure explicit proxy IPs/CIDRs to replace these defaults.": "警告：TRUSTED_PROXIES 未设置或为空。为兼容已有部署，来自回环地址、RFC 1918 内网地址和 IPv6 ULA 地址的代理会被信任。设置 TRUSTED_PROXIES=none 表示任何代理都不信任，也可以填写代理的 IP 或 CIDR 来替换这组默认值。",
+  "Waffo Pancake failed to create checkout session user_id=%d trade_no=%s error=%q": "Waffo Pancake 创建结账会话失败 user_id=%d trade_no=%s error=%q",
+  "Waffo Pancake failed to create plan product store_id=%q name=%q amount=%q error=%q": "Waffo Pancake 创建套餐产品失败 store_id=%q name=%q amount=%q error=%q",
+  "Waffo Pancake failed to create store and product orphan_store=%t store_id=%q error=%q": "Waffo Pancake 创建店铺与产品失败 orphan_store=%t store_id=%q error=%q",
+  "Waffo Pancake failed to create subscription checkout session user_id=%d plan_id=%d trade_no=%s error=%q": "Waffo Pancake 订阅结账会话创建失败 user_id=%d plan_id=%d trade_no=%s error=%q",
+  "Waffo Pancake failed to create subscription order user_id=%d plan_id=%d trade_no=%s error=%q": "Waffo Pancake 订阅订单创建失败 user_id=%d plan_id=%d trade_no=%s error=%q",
+  "Waffo Pancake failed to create top-up order user_id=%d trade_no=%s amount=%d error=%q": "Waffo Pancake 创建充值订单失败 user_id=%d trade_no=%s amount=%d error=%q",
+  "Waffo Pancake failed to fetch store and product catalog error=%q": "Waffo Pancake 拉取店铺与产品目录失败 error=%q",
+  "Waffo Pancake failed to fetch subscription product list store_id=%q error=%q": "Waffo Pancake 拉取订阅产品列表失败 store_id=%q error=%q",
+  "Waffo Pancake failed to save config store_id=%q product_id=%q error=%q": "Waffo Pancake 保存配置失败 store_id=%q product_id=%q error=%q",
+  "Waffo Pancake subscription completed trade_no=%s event_id=%s order_id=%s client_ip=%s": "Waffo Pancake 订阅完成 trade_no=%s event_id=%s order_id=%s client_ip=%s",
+  "Waffo Pancake subscription completion failed trade_no=%s event_id=%s order_id=%s client_ip=%s error=%q": "Waffo Pancake 订阅完成失败 trade_no=%s event_id=%s order_id=%s client_ip=%s error=%q",
+  "Waffo Pancake subscription order created user_id=%d plan_id=%d trade_no=%s session_id=%s money=%.2f": "Waffo Pancake 订阅订单创建成功 user_id=%d plan_id=%d trade_no=%s session_id=%s money=%.2f",
+  "Waffo Pancake top-up order created user_id=%d trade_no=%s session_id=%s amount=%d money=%.2f": "Waffo Pancake 充值订单创建成功 user_id=%d trade_no=%s session_id=%s amount=%d money=%.2f",
+  "Waffo Pancake top-up processing failed trade_no=%s event_id=%s order_id=%s client_ip=%s error=%q": "Waffo Pancake 充值处理失败 trade_no=%s event_id=%s order_id=%s client_ip=%s error=%q",
+  "Waffo Pancake top-up succeeded trade_no=%s event_id=%s order_id=%s client_ip=%s": "Waffo Pancake 充值成功 trade_no=%s event_id=%s order_id=%s client_ip=%s",
+  "Waffo Pancake webhook env mismatch expected=%q actual_mode=%q event_id=%s order_id=%s client_ip=%s": "Waffo Pancake webhook 环境不匹配 expected=%q actual_mode=%q event_id=%s order_id=%s client_ip=%s",
+  "Waffo Pancake webhook failed to read request body path=%q client_ip=%s error=%q": "Waffo Pancake webhook 读取请求体失败 path=%q client_ip=%s error=%q",
+  "Waffo Pancake webhook failed to resolve order event_id=%s order_id=%s buyer_identity=%q client_ip=%s error=%q": "Waffo Pancake webhook 订单解析失败 event_id=%s order_id=%s buyer_identity=%q client_ip=%s error=%q",
+  "Waffo Pancake webhook failed to resolve subscription order event_id=%s order_id=%s buyer_identity=%q client_ip=%s error=%q": "Waffo Pancake webhook 订阅订单解析失败 event_id=%s order_id=%s buyer_identity=%q client_ip=%s error=%q",
+  "Waffo Pancake webhook invalid env path segment env=%q path=%q client_ip=%s": "Waffo Pancake webhook 路径环境段无效 env=%q path=%q client_ip=%s",
+  "Waffo Pancake webhook received request path=%q client_ip=%s signature=%q body=%q": "Waffo Pancake webhook 收到请求 path=%q client_ip=%s signature=%q body=%q",
+  "Waffo Pancake webhook rejected reason=webhook_disabled path=%q client_ip=%s": "Waffo Pancake webhook 被拒绝 reason=webhook_disabled path=%q client_ip=%s",
+  "Waffo Pancake webhook signature verification failed path=%q client_ip=%s signature=%q body=%q error=%q": "Waffo Pancake webhook 验签失败 path=%q client_ip=%s signature=%q body=%q error=%q",
+  "Waffo Pancake webhook signature verified event_type=%s event_id=%s order_id=%s client_ip=%s": "Waffo Pancake webhook 验签成功 event_type=%s event_id=%s order_id=%s client_ip=%s",
+  "Waffo SDK initialization failed user_id=%d trade_no=%s error=%q": "Waffo SDK 初始化失败 user_id=%d trade_no=%s error=%q",
+  "Waffo failed to create order user_id=%d trade_no=%s error=%q": "Waffo 创建订单失败 user_id=%d trade_no=%s error=%q",
+  "Waffo failed to create top-up order user_id=%d trade_no=%s amount=%d error=%q": "Waffo 创建充值订单失败 user_id=%d trade_no=%s amount=%d error=%q",
+  "Waffo failed to mark order as failed trade_no=%s error=%q": "Waffo 标记失败订单状态失败 trade_no=%s error=%q",
+  "Waffo failed to parse payment callback payload event_type=%s client_ip=%s error=%q body=%q": "Waffo 支付回调载荷解析失败 event_type=%s client_ip=%s error=%q body=%q",
+  "Waffo invalid payment method index user_id=%d pay_method_index=%d method_count=%d": "Waffo 支付方式索引无效 user_id=%d pay_method_index=%d method_count=%d",
+  "Waffo invalid payment method user_id=%d pay_method_type=%s pay_method_name=%q": "Waffo 支付方式无效 user_id=%d pay_method_type=%s pay_method_name=%q",
+  "Waffo order creation rejected user_id=%d trade_no=%s code=%s message=%q response=%q": "Waffo 创建订单业务失败 user_id=%d trade_no=%s code=%s message=%q response=%q",
+  "Waffo order not successful, top-up skipped trade_no=%s order_status=%s client_ip=%s": "Waffo 订单状态非成功，忽略充值 trade_no=%s order_status=%s client_ip=%s",
+  "Waffo top-up order created user_id=%d trade_no=%s amount=%d money=%.2f pay_method_type=%s pay_method_name=%q": "Waffo 充值订单创建成功 user_id=%d trade_no=%s amount=%d money=%.2f pay_method_type=%s pay_method_name=%q",
+  "Waffo top-up processing failed trade_no=%s client_ip=%s error=%q": "Waffo 充值处理失败 trade_no=%s client_ip=%s error=%q",
+  "Waffo top-up succeeded trade_no=%s client_ip=%s": "Waffo 充值成功 trade_no=%s client_ip=%s",
+  "Waffo webhook SDK initialization failed path=%q client_ip=%s error=%q": "Waffo webhook SDK 初始化失败 path=%q client_ip=%s error=%q",
+  "Waffo webhook failed to parse path=%q client_ip=%s error=%q body=%q": "Waffo webhook 解析失败 path=%q client_ip=%s error=%q body=%q",
+  "Waffo webhook failed to read request body path=%q client_ip=%s error=%q": "Waffo webhook 读取请求体失败 path=%q client_ip=%s error=%q",
+  "Waffo webhook ignored event event_type=%s client_ip=%s": "Waffo webhook 忽略事件 event_type=%s client_ip=%s",
+  "Waffo webhook received request path=%q client_ip=%s signature=%q body=%q": "Waffo webhook 收到请求 path=%q client_ip=%s signature=%q body=%q",
+  "Waffo webhook rejected reason=webhook_disabled path=%q client_ip=%s": "Waffo webhook 被拒绝 reason=webhook_disabled path=%q client_ip=%s",
+  "Waffo webhook signature verification failed path=%q client_ip=%s signature=%q body=%q": "Waffo webhook 验签失败 path=%q client_ip=%s signature=%q body=%q",
+  "Waffo webhook verified and parsed event_type=%s merchant_order_id=%s order_status=%s client_ip=%s": "Waffo webhook 验签并解析成功 event_type=%s merchant_order_id=%s order_status=%s client_ip=%s",
+  "Warning: Refresh cookie is not secure and refresh/logout Origin validation is disabled. Please set SESSION_COOKIE_SECURE=true in production.": "警告：SESSION_COOKIE_SECURE 未开启。登录 Cookie 可经 HTTP 明文传输，续期登录和退出登录接口接受任意来源（Origin）的请求。生产环境请设置 SESSION_COOKIE_SECURE=true。",
+  "Warning: failed to migrate %s.%s to decimal: %v": "警告：把字段 %s.%s 的类型改为 decimal 失败: %v",
+  "Warning: failed to query metadata for %s.%s: %v": "警告：查询字段 %s.%s 的类型信息失败: %v",
+  "[OAuth-Discord] ExchangeToken decode error: %s": "[OAuth-Discord] ExchangeToken 解析响应失败: %s",
+  "[OAuth-Discord] ExchangeToken error: %s": "[OAuth-Discord] ExchangeToken 请求失败: %s",
+  "[OAuth-Discord] ExchangeToken failed: empty access token": "[OAuth-Discord] ExchangeToken 失败: 响应里没有 access token",
+  "[OAuth-Discord] ExchangeToken response status: %d": "[OAuth-Discord] ExchangeToken 响应状态码: %d",
+  "[OAuth-Discord] ExchangeToken success: scope=%s": "[OAuth-Discord] ExchangeToken 成功: scope=%s",
+  "[OAuth-Discord] GetUserInfo decode error: %s": "[OAuth-Discord] GetUserInfo 解析响应失败: %s",
+  "[OAuth-Discord] GetUserInfo error: %s": "[OAuth-Discord] GetUserInfo 请求失败: %s",
+  "[OAuth-Discord] GetUserInfo failed: empty user fields": "[OAuth-Discord] GetUserInfo 失败: 返回的用户信息为空",
+  "[OAuth-Discord] GetUserInfo failed: status=%d": "[OAuth-Discord] GetUserInfo 失败: status=%d",
+  "[OAuth-Discord] GetUserInfo response status: %d": "[OAuth-Discord] GetUserInfo 响应状态码: %d",
+  "[OAuth-Discord] GetUserInfo success: uid=%s, username=%s, name=%s": "[OAuth-Discord] GetUserInfo 成功: uid=%s, username=%s, name=%s",
+  "[OAuth-Discord] GetUserInfo: fetching user info": "[OAuth-Discord] GetUserInfo: 开始获取用户信息",
+  "[OAuth-Generic-%s] ExchangeToken OAuth error: %s - %s": "[OAuth-Generic-%s] ExchangeToken 提供商返回错误: %s - %s",
+  "[OAuth-Generic-%s] ExchangeToken error: %s": "[OAuth-Generic-%s] ExchangeToken 请求失败: %s",
+  "[OAuth-Generic-%s] ExchangeToken failed: empty access token": "[OAuth-Generic-%s] ExchangeToken 失败: 响应里没有 access token",
+  "[OAuth-Generic-%s] ExchangeToken parse error: %s": "[OAuth-Generic-%s] ExchangeToken 解析响应失败: %s",
+  "[OAuth-Generic-%s] ExchangeToken read body error: %s": "[OAuth-Generic-%s] ExchangeToken 读取响应体失败: %s",
+  "[OAuth-Generic-%s] ExchangeToken response status: %d": "[OAuth-Generic-%s] ExchangeToken 响应状态码: %d",
+  "[OAuth-Generic-%s] ExchangeToken success: scope=%s": "[OAuth-Generic-%s] ExchangeToken 成功: scope=%s",
+  "[OAuth-Generic-%s] GetUserInfo error: %s": "[OAuth-Generic-%s] GetUserInfo 请求失败: %s",
+  "[OAuth-Generic-%s] GetUserInfo failed: empty user ID (field: %s)": "[OAuth-Generic-%s] GetUserInfo 失败: 用户 ID 为空 (字段: %s)",
+  "[OAuth-Generic-%s] GetUserInfo failed: status=%d": "[OAuth-Generic-%s] GetUserInfo 失败: status=%d",
+  "[OAuth-Generic-%s] GetUserInfo read body error: %s": "[OAuth-Generic-%s] GetUserInfo 读取响应体失败: %s",
+  "[OAuth-Generic-%s] GetUserInfo response status: %d": "[OAuth-Generic-%s] GetUserInfo 响应状态码: %d",
+  "[OAuth-Generic-%s] GetUserInfo success: id=%s, username=%s, name=%s, email=%s": "[OAuth-Generic-%s] GetUserInfo 成功: id=%s, username=%s, name=%s, email=%s",
+  "[OAuth-Generic-%s] GetUserInfo: fetching user info from %s": "[OAuth-Generic-%s] GetUserInfo: 开始从 %s 获取用户信息",
+  "[OAuth-Generic-%s] access denied by policy: field=%s op=%s expected=%v current=%v": "[OAuth-Generic-%s] 不满足访问策略，已拒绝登录: field=%s op=%s expected=%v current=%v",
+  "[OAuth-Generic-%s] invalid access policy: %s": "[OAuth-Generic-%s] 访问策略配置无效: %s",
+  "[OAuth-GitHub] ExchangeToken decode error: %s": "[OAuth-GitHub] ExchangeToken 解析响应失败: %s",
+  "[OAuth-GitHub] ExchangeToken error: %s": "[OAuth-GitHub] ExchangeToken 请求失败: %s",
+  "[OAuth-GitHub] ExchangeToken failed: empty access token": "[OAuth-GitHub] ExchangeToken 失败: 响应里没有 access token",
+  "[OAuth-GitHub] ExchangeToken response status: %d": "[OAuth-GitHub] ExchangeToken 响应状态码: %d",
+  "[OAuth-GitHub] ExchangeToken success: scope=%s": "[OAuth-GitHub] ExchangeToken 成功: scope=%s",
+  "[OAuth-GitHub] GetUserInfo decode error: %s": "[OAuth-GitHub] GetUserInfo 解析响应失败: %s",
+  "[OAuth-GitHub] GetUserInfo error: %s": "[OAuth-GitHub] GetUserInfo 请求失败: %s",
+  "[OAuth-GitHub] GetUserInfo failed: empty id or login field": "[OAuth-GitHub] GetUserInfo 失败: id 或 login 字段为空",
+  "[OAuth-GitHub] GetUserInfo failed: status=%d, body=%s": "[OAuth-GitHub] GetUserInfo 失败: status=%d, body=%s",
+  "[OAuth-GitHub] GetUserInfo response status: %d": "[OAuth-GitHub] GetUserInfo 响应状态码: %d",
+  "[OAuth-GitHub] GetUserInfo success: id=%d, login=%s, name=%s, email=%s": "[OAuth-GitHub] GetUserInfo 成功: id=%d, login=%s, name=%s, email=%s",
+  "[OAuth-GitHub] GetUserInfo: fetching user info": "[OAuth-GitHub] GetUserInfo: 开始获取用户信息",
+  "[OAuth-GitHub] GetVerifiedEmails decode error: %s": "[OAuth-GitHub] GetVerifiedEmails 解析响应失败: %s",
+  "[OAuth-GitHub] GetVerifiedEmails error: %s": "[OAuth-GitHub] GetVerifiedEmails 请求失败: %s",
+  "[OAuth-GitHub] GetVerifiedEmails failed: status=%d": "[OAuth-GitHub] GetVerifiedEmails 失败: status=%d",
+  "[OAuth-GitHub] GetVerifiedEmails success: verified=%d": "[OAuth-GitHub] GetVerifiedEmails 成功: verified=%d",
+  "[OAuth-LinuxDO] ExchangeToken decode error: %s": "[OAuth-LinuxDO] ExchangeToken 解析响应失败: %s",
+  "[OAuth-LinuxDO] ExchangeToken error: %s": "[OAuth-LinuxDO] ExchangeToken 请求失败: %s",
+  "[OAuth-LinuxDO] ExchangeToken failed: %s": "[OAuth-LinuxDO] ExchangeToken 失败: %s",
+  "[OAuth-LinuxDO] ExchangeToken response status: %d": "[OAuth-LinuxDO] ExchangeToken 响应状态码: %d",
+  "[OAuth-LinuxDO] ExchangeToken success": "[OAuth-LinuxDO] ExchangeToken 成功",
+  "[OAuth-LinuxDO] GetUserInfo decode error: %s": "[OAuth-LinuxDO] GetUserInfo 解析响应失败: %s",
+  "[OAuth-LinuxDO] GetUserInfo error: %s": "[OAuth-LinuxDO] GetUserInfo 请求失败: %s",
+  "[OAuth-LinuxDO] GetUserInfo failed: invalid user id": "[OAuth-LinuxDO] GetUserInfo 失败: 用户 id 无效",
+  "[OAuth-LinuxDO] GetUserInfo response status: %d": "[OAuth-LinuxDO] GetUserInfo 响应状态码: %d",
+  "[OAuth-LinuxDO] GetUserInfo success: id=%d, username=%s": "[OAuth-LinuxDO] GetUserInfo 成功: id=%d, username=%s",
+  "[OAuth-LinuxDO] GetUserInfo: trust level too low (required=%d, current=%d)": "[OAuth-LinuxDO] GetUserInfo: 信任级别不足 (required=%d, current=%d)",
+  "[OAuth-OIDC] ExchangeToken decode error: %s": "[OAuth-OIDC] ExchangeToken 解析响应失败: %s",
+  "[OAuth-OIDC] ExchangeToken error: %s": "[OAuth-OIDC] ExchangeToken 请求失败: %s",
+  "[OAuth-OIDC] ExchangeToken failed: empty access token": "[OAuth-OIDC] ExchangeToken 失败: 响应里没有 access token",
+  "[OAuth-OIDC] ExchangeToken response status: %d": "[OAuth-OIDC] ExchangeToken 响应状态码: %d",
+  "[OAuth-OIDC] ExchangeToken success: scope=%s": "[OAuth-OIDC] ExchangeToken 成功: scope=%s",
+  "[OAuth-OIDC] GetUserInfo decode error: %s": "[OAuth-OIDC] GetUserInfo 解析响应失败: %s",
+  "[OAuth-OIDC] GetUserInfo error: %s": "[OAuth-OIDC] GetUserInfo 请求失败: %s",
+  "[OAuth-OIDC] GetUserInfo failed: empty fields (sub=%s, email=%s)": "[OAuth-OIDC] GetUserInfo 失败: 字段为空 (sub=%s, email=%s)",
+  "[OAuth-OIDC] GetUserInfo failed: status=%d": "[OAuth-OIDC] GetUserInfo 失败: status=%d",
+  "[OAuth-OIDC] GetUserInfo response status: %d": "[OAuth-OIDC] GetUserInfo 响应状态码: %d",
+  "[OAuth-OIDC] GetUserInfo success: sub=%s, username=%s, name=%s, email=%s": "[OAuth-OIDC] GetUserInfo 成功: sub=%s, username=%s, name=%s, email=%s",
+  "[OAuth] Failed to load verified emails for user %d: %s": "[OAuth] 加载用户 %d 的已验证邮箱失败: %s",
+  "access token last-use update failed (token_id=%d): %v": "更新访问令牌最后使用时间失败 (token_id=%d): %v",
+  "access token route is not declared: %s": "这条路由没有声明访问令牌的访问规则，已拒绝: %s",
+  "admin reset subscription plan %d quota: reset_count=%d user_count=%d advance_reset_time=%t": "管理员重置了订阅套餐 %d 的额度: reset_count=%d user_count=%d advance_reset_time=%t",
+  "admin subscription creation": "管理员创建订阅",
+  "admin subscription deletion": "管理员删除订阅",
+  "admin subscription update": "管理员修改订阅",
+  "api_version not found, using default: %s": "未找到 api_version，使用默认值: %s",
+  "audit actor role unavailable (request_id=%s, actor_role=%d)": "无法识别审计日志的操作者角色 (request_id=%s, actor_role=%d)",
+  "audit log write failed (request_id=%s): %v": "审计日志写入失败 (request_id=%s): %v",
+  "audit log write failed (request_id=%s): log database unavailable": "审计日志写入失败 (request_id=%s): 日志数据库不可用",
+  "auth session internal error (%s %s): %v": "登录会话接口内部错误 (%s %s): %v",
+  "authorization policy %d has an unsupported legacy scope; loaded as deny; review the stored policy before granting access": "授权策略 %d 带有已不支持的旧范围设置，已按拒绝（deny）加载。放行前请先检查这条已保存的策略。",
+  "bad response status code %d with empty error message, body: %s": "上游返回状态码 %d，错误信息为空，响应体: %s",
+  "bad response status code %d, body: %s": "上游返回异常状态码 %d，响应体: %s",
+  "batch update enabled with interval %ss": "已启用批量更新，每 %s 秒执行一次",
+  "batch update finished": "批量更新完成",
+  "batch update overflow: type=%d id=%d old=%d value=%d": "批量更新的累加值溢出: type=%d id=%d old=%d value=%d",
+  "batch update started": "批量更新开始",
+  "billable tool count ignored: tool=%s count=%d": "工具计费次数无效，已忽略: tool=%s count=%d",
+  "build initial plugin router: %s": "初始化插件路由失败: %s",
+  "build request failed: %s": "创建请求失败: %s",
+  "build task plugin native submit view failed: %s": "任务插件提交响应: 构建任务数据失败: %s",
+  "build task protocol relay info failed: %s": "任务协议: 构建请求上下文失败: %s",
+  "build task protocol renderer context failed": "任务协议: 构建渲染钩子的上下文失败",
+  "build task protocol view failed: %s": "任务协议: 构建任务数据失败: %s",
+  "channel #%d failed to update async tasks: %s": "渠道 #%d 更新异步任务失败: %s",
+  "channel #%d has %d unfinished tasks": "渠道 #%d 未完成的任务有: %d",
+  "channel %d polling index: %d": "渠道 %d 的多密钥轮询位置: %d",
+  "channel %q (#%d) failed, disabling it, reason: %s": "通道「%s」（#%d）发生错误，准备禁用，原因：%s",
+  "channel %q (#%d) has automatic disabling turned off, skipping": "通道「%s」（#%d）未启用自动禁用功能，跳过禁用操作",
+  "channel affinity cache delete current failed: err=%v": "渠道亲和性缓存: 删除当前请求的记录失败: err=%v",
+  "channel affinity cache delete many failed: err=%v": "渠道亲和性缓存: 批量删除失败: err=%v",
+  "channel affinity cache get failed: key=%s, err=%v": "渠道亲和性缓存: 读取失败: key=%s, err=%v",
+  "channel affinity cache list keys failed: err=%v": "渠道亲和性缓存: 列出缓存键失败: err=%v",
+  "channel affinity cache set failed: key=%s, err=%v": "渠道亲和性缓存: 写入失败: key=%s, err=%v",
+  "channel error (channel #%d, status code: %d): %s": "渠道请求出错 (渠道 #%d，状态码 %d): %s",
+  "channel pin overridden: winning_source=%s winning_channel_id=%d overridden_source=%s overridden_channel_id=%d": "请求被多处指定了渠道，已按优先级采用其中一个: winning_source=%s winning_channel_id=%d overridden_source=%s overridden_channel_id=%d",
+  "channel test bad response: channel_id=%d name=%s type=%d model=%s endpoint_type=%s status=%d err=%v": "渠道测试响应异常: channel_id=%d name=%s type=%d model=%s endpoint_type=%s status=%d err=%v",
+  "channels synced from database": "已从数据库同步渠道",
+  "channels update done": "所有渠道的余额更新完成",
+  "charging the difference after pre-consume: %s (actual %s, pre-consumed %s)": "预扣费后补扣费：%s（实际消耗：%s，预扣费：%s）",
+  "claude response usage is not complete, maybe upstream error": "Claude 响应里的用量信息不完整，可能是上游出错",
+  "closed %d active websocket connection(s), channels=%v, kinds=%v, reason=%s": "已关闭 %d 个使用中的 WebSocket 连接: channels=%v, kinds=%v, reason=%s",
+  "codex credential auto-refresh task started: tick=%s threshold=%s": "Codex 凭证自动刷新任务已启动: tick=%s threshold=%s",
+  "codex credential auto-refresh: InitChannelCache panic: %v": "Codex 凭证自动刷新: InitChannelCache 发生 panic: %v",
+  "codex credential auto-refresh: channel_id=%d name=%s refresh failed: %v": "Codex 凭证自动刷新: channel_id=%d name=%s 刷新失败: %v",
+  "codex credential auto-refresh: channel_id=%d name=%s refreshed, expires_at=%s": "Codex 凭证自动刷新: channel_id=%d name=%s 已刷新，expires_at=%s",
+  "codex credential auto-refresh: query channels failed: %v": "Codex 凭证自动刷新: 查询渠道失败: %v",
+  "codex credential auto-refresh: scanned=%d refreshed=%d": "Codex 凭证自动刷新: scanned=%d refreshed=%d",
+  "compile task plugin %s@%s: %v": "编译任务插件 %s@%s 失败: %v",
+  "configure plugin router trusted proxies: %s": "为插件路由设置可信代理失败: %s",
+  "conversion diagnostic: code=%q severity=%q from=%q to=%q path=%q message=%q": "格式转换诊断: code=%q severity=%q from=%q to=%q path=%q message=%q",
+  "conversion diagnostics truncated after %d distinct entries": "格式转换诊断已达 %d 条上限，后续不再记录",
+  "converted embedding request body: %s": "转换后的嵌入请求体: %s",
+  "cpu usage too high": "CPU 使用率过高",
+  "creem topup": "Creem 充值",
+  "creem topup failed: %s": "Creem 充值失败: %s",
+  "dashboard authentication error: %s": "控制台登录校验出错: %s",
+  "data handler goroutine panic: %v": "数据处理 goroutine 发生 panic: %v",
+  "database migration started": "开始数据库迁移",
+  "do request failed: %s": "请求上游失败: %s",
+  "downloading file from worker: %s, reason: %s": "通过 Worker 下载文件: %s，原因: %s",
+  "downloading from origin: %s, reason: %s": "直接从源地址下载: %s，原因: %s",
+  "encode task plugin native submit view failed: %s": "任务插件提交响应: 序列化任务数据失败: %s",
+  "encode task protocol view failed: %s": "任务协议: 序列化任务数据失败: %s",
+  "epay topup": "易支付充值",
+  "epay topup failed: %s": "易支付充值失败: %s",
+  "error adjusting token quota after funding settled (userId=%d, tokenId=%d, delta=%d): %s": "资金来源已结算，调整令牌额度时出错 (userId=%d, tokenId=%d, delta=%d): %s",
+  "error closing websocket connection: %s": "关闭 WebSocket 连接出错: %s",
+  "error consuming Midjourney quota: %s": "Midjourney 扣费出错: %s",
+  "error converting Claude stream response: %s": "转换 Claude 流式响应出错: %s",
+  "error converting final Gemini stream response: %s": "转换 Gemini 流式响应的最后一段出错: %s",
+  "error creating Gemini stream state: %s": "初始化 Gemini 流式转换状态出错: %s",
+  "error finalizing Gemini stream response: %s": "生成 Gemini 流式响应的结束段出错: %s",
+  "error handling last response: %s, lastStreamData: [%s]": "处理最后一段流数据出错: %s, lastStreamData: [%s]",
+  "error handling stream format: %s": "转换并发送流数据出错: %s",
+  "error marshalling chats: %s": "序列化聊天配置出错: %s",
+  "error marshalling model ratio: %s": "序列化模型倍率出错: %s",
+  "error marshalling stream response: %s": "序列化流式响应出错: %s",
+  "error marshalling topup group ratio: %s": "序列化充值分组倍率出错: %s",
+  "error marshalling user groups: %s": "序列化用户分组出错: %s",
+  "error processing stream token data: %s": "统计流数据的 token 出错: %s",
+  "error reading stream response: %s": "读取流式响应出错: %s",
+  "error reading stream: %s": "读取流式响应出错: %s",
+  "error refunding billing source: %s": "退还资金来源出错: %s",
+  "error refunding subscription extra reserved quota: %s": "退还订阅额外预扣的额度出错: %s",
+  "error refunding token quota: %s": "退还令牌额度出错: %s",
+  "error rolling back subscription funding reserve: %s": "回滚订阅预扣额度出错: %s",
+  "error rolling back token quota (userId=%d, tokenId=%d, amount=%d, fundingErr=%s): %s": "回滚令牌额度出错 (userId=%d, tokenId=%d, amount=%d, fundingErr=%s): %s",
+  "error rolling back wallet funding reserve: %s": "回滚钱包预扣额度出错: %s",
+  "error sending final Gemini stream response: %s": "发送 Gemini 流式响应的最后一段出错: %s",
+  "error sending finalized Gemini stream response: %s": "发送 Gemini 流式响应的结束段出错: %s",
+  "error sending stream response: %s": "发送流式响应出错: %s",
+  "error settling Midjourney quota: %s": "Midjourney 结算出错: %s",
+  "error settling billing: %s": "计费结算出错: %s",
+  "error unmarshalling stream response: %s": "解析流式响应出错: %s",
+  "error: %s": "错误: %s",
+  "error_rendering_final_usage_response: %s": "发送用量数据出错: %s",
+  "error_rendering_stream_response: %s": "发送流式响应出错: %s",
+  "error_scanning_stream_response: %s": "读取流式响应出错: %s",
+  "error_unmarshalling_stream_response: %s": "解析流式响应出错: %s",
+  "expected Claude stream responses, got %T": "这里需要 Claude 流式响应，实际类型是 %T",
+  "fail to decode image config(gif, jpg, png): %s": "解析图片头信息失败 (gif, jpg, png): %s",
+  "fail to decode image config(webp): %s": "解析图片头信息失败 (webp): %s",
+  "fail to get file type from url: %s, error: %s": "获取文件类型失败，URL: %s，错误: %s",
+  "fail to get image from url: %s": "下载图片失败: %s",
+  "failed to add user field: %s": "写入表单字段 user 失败: %s",
+  "failed to adjust funding for the difference, task %s: %s": "差额结算资金调整失败 task %s: %s",
+  "failed to adjust token quota (delta=%d, task=%s): %s": "调整令牌额度失败 (delta=%d, task=%s): %s",
+  "failed to batch update token quota: %s": "批量更新令牌额度失败: %s",
+  "failed to batch update user quota, used quota and request count: %s": "批量更新用户额度、已用额度和请求次数失败: %s",
+  "failed to bind upstream request: %s": "解析上游倍率同步的请求参数失败: %s",
+  "failed to cache refresh-reuse session revoke: %s": "刷新令牌被重复使用，会话已吊销，写入缓存失败: %s",
+  "failed to charge violation fee: %s": "违规扣费失败: %s",
+  "failed to check channel status before closing active websockets: channel_id=%d, error=%v": "关闭 WebSocket 连接前查询渠道状态失败: channel_id=%d, error=%v",
+  "failed to check notification limit: %s": "检查通知频率限制失败: %s",
+  "failed to check the successful request limit: %s": "检查成功请求数限制失败: %s",
+  "failed to check the total request limit: %s": "检查总请求数限制失败: %s",
+  "failed to cleanup expired perf metrics: %s": "清理过期性能指标失败: %s",
+  "failed to clone channel: %s": "复制渠道失败: %s",
+  "failed to close database: %s": "关闭数据库失败: %s",
+  "failed to close response body: %s": "关闭响应体失败: %s",
+  "failed to compensate reserved token quota: result=%d error=%v": "回补缓存中已预扣的令牌额度失败: result=%d error=%v",
+  "failed to compensate reserved user quota: result=%d error=%v": "回补缓存中已预扣的用户额度失败: result=%d error=%v",
+  "failed to configure trusted proxies: %s": "设置可信代理失败: %s",
+  "failed to copy file content: %s": "复制文件内容失败: %s",
+  "failed to copy response body: %s": "复制响应体失败: %s",
+  "failed to count backup codes: %s": "获取备用码数量失败: %s",
+  "failed to count channel types: %s": "统计渠道类型失败: %s",
+  "failed to count channels: %s": "统计渠道数量失败: %s",
+  "failed to count hourly user session issuance: %s": "统计近一小时新建的登录会话数失败: %s",
+  "failed to count search tokens: %s": "统计令牌搜索结果数量失败: %s",
+  "failed to count search topups: %s": "统计充值记录搜索结果数量失败: %s",
+  "failed to count tags: %s": "统计标签数量失败: %s",
+  "failed to count user logs: %s": "统计用户日志数量失败: %s",
+  "failed to count user tokens: %s": "统计用户令牌数量失败: %s",
+  "failed to create disk storage, falling back to memory: %v": "请求体写入磁盘失败，改为保存在内存: %v",
+  "failed to create form file: %s": "创建表单文件失败: %s",
+  "failed to create request: %s": "创建请求失败: %s",
+  "failed to create setup record: %s": "创建系统初始化记录失败: %s",
+  "failed to create temp file: %s": "创建临时文件失败: %s",
+  "failed to create the pprof directory: %s": "创建pprof文件夹失败 %s",
+  "failed to create the pprof file: %s": "创建pprof文件失败 %s",
+  "failed to decode base64: %s": "base64 解码失败: %s",
+  "failed to decode response: %s": "解析响应失败: %s",
+  "failed to decrease token quota: %s": "扣减令牌额度失败: %s",
+  "failed to decrease user quota cache after subscription balance purchase: %s": "余额购买订阅后，扣减用户额度缓存失败: %s",
+  "failed to decrease user quota: %s": "扣减用户额度失败: %s",
+  "failed to delete expired access tokens: %s": "清理过期的访问令牌失败: %s",
+  "failed to delete expired authentication flows: %s": "清理过期的登录验证流程失败: %s",
+  "failed to delete expired user sessions: %s": "清理过期的登录会话失败: %s",
+  "failed to delete old revoked user sessions: %s": "清理超过保留期的已吊销会话失败: %s",
+  "failed to download file from %s, status code: %d": "从 %s 下载文件失败，状态码: %d",
+  "failed to encode log admin info: %s": "序列化日志的 admin_info 失败: %s",
+  "failed to fetch codex reset credits": "获取 Codex 重置次数失败",
+  "failed to fetch codex usage": "获取 Codex 用量失败",
+  "failed to finalize bulk user session revoke tombstone: %s": "批量吊销会话后，写入吊销缓存失败: %s",
+  "failed to finalize refresh-authenticated session revoke tombstone: %s": "按刷新令牌吊销会话后，写入吊销缓存失败: %s",
+  "failed to finalize user session revoke tombstone: %s": "吊销会话后，写入吊销缓存失败: %s",
+  "failed to flush perf metric bucket model=%s group=%s bucket=%d: %s": "保存性能指标失败 model=%s group=%s bucket=%d: %s",
+  "failed to generate backup codes: %s": "生成备用码失败: %s",
+  "failed to generate the default sidebar config: %s": "生成默认边栏配置失败: %s",
+  "failed to generate token key: %s": "生成令牌密钥失败: %s",
+  "failed to get audio duration: %v": "获取音频时长失败: %v",
+  "failed to get channel by id: %s": "按 ID 查询渠道失败: %s",
+  "failed to get channels by tag: %s": "按标签查询渠道失败: %s",
+  "failed to get channels: %s": "查询渠道失败: %s",
+  "failed to get paginated tags: %s": "分页查询标签失败: %s",
+  "failed to get token by key: %s": "按密钥查询令牌失败: %s",
+  "failed to get token key (tokenId=%d, task=%s): %s": "获取令牌 key 失败 (tokenId=%d, task=%s): %s",
+  "failed to get user quota: %s": "查询用户额度失败: %s",
+  "failed to increase token quota: %s": "增加令牌额度失败: %s",
+  "failed to increase user quota: %s": "增加用户额度失败: %s",
+  "failed to init token cache: %s": "初始化令牌缓存失败: %s",
+  "failed to initialize authorization: %s": "初始化权限控制失败: %s",
+  "failed to initialize database: %s": "初始化数据库失败: %s",
+  "failed to initialize i18n: %s": "初始化 i18n 失败: %s",
+  "failed to initialize password encryption: %s": "初始化密码加密失败: %s",
+  "failed to initialize resources: %s": "初始化资源失败: %s",
+  "failed to insert redemption: %s": "保存兑换码失败: %s",
+  "failed to invalidate token cache after hard deleting user %d: %v": "永久删除用户 %d 后清除令牌缓存失败: %v",
+  "failed to invalidate token cache before batch delete: %s": "批量删除令牌前清除缓存失败: %s",
+  "failed to invalidate token cache before delete: %s": "删除令牌前清除缓存失败: %s",
+  "failed to invalidate token cache before status update: %s": "更新令牌状态前清除缓存失败: %s",
+  "failed to invalidate token cache before update: %s": "更新令牌前清除缓存失败: %s",
+  "failed to invalidate tokens cache for user %d: %s": "清除用户 %d 的令牌缓存失败: %s",
+  "failed to invalidate user cache after hard deleting user %d: %v": "永久删除用户 %d 后清除用户缓存失败: %v",
+  "failed to load custom OAuth providers: %s": "加载自定义 OAuth 提供商失败: %s",
+  "failed to load tool prices, using hardcoded fallbacks: %s": "加载工具价格失败，将使用硬编码兜底: %s",
+  "failed to marshal gemini response: %s": "序列化 Gemini 响应失败: %s",
+  "failed to marshal log other: %s": "序列化日志 other 字段失败: %s",
+  "failed to marshal other info: channel_id=%d, tag=%s, name=%s, error=%v": "序列化渠道的 other_info 失败: channel_id=%d, tag=%s, name=%s, error=%v",
+  "failed to marshal setting: %s": "序列化用户设置失败: %s",
+  "failed to marshal setting: channel_id=%d, error=%v": "序列化渠道设置失败: channel_id=%d, error=%v",
+  "failed to migrate options primary key: %s": "为 options 表补主键失败: %s",
+  "failed to migrate retired frontend options: %s": "迁移旧前端的配置项失败: %s",
+  "failed to open log file": "打开日志文件失败",
+  "failed to parse %s: %s, using default value: %d": "环境变量 %s 解析失败: %s，已使用默认值: %d",
+  "failed to parse %s: %s, using default value: %t": "环境变量 %s 解析失败: %s，已使用默认值: %t",
+  "failed to parse CHANNEL_UPDATE_FREQUENCY: %s": "解析 CHANNEL_UPDATE_FREQUENCY 失败: %s",
+  "failed to parse Redis connection string: %s": "解析 Redis 连接字符串失败: %s",
+  "failed to parse auto groups for token %d: %v": "解析令牌 %d 的 Auto 分组失败: %v",
+  "failed to parse oauth key: %s": "解析渠道的 OAuth 凭证失败: %s",
+  "failed to populate newly created user session cache: %s": "新建登录会话后写入缓存失败: %s",
+  "failed to publish auth tombstone after hard deleting user %d: %v": "永久删除用户 %d 后发布登录失效通知失败: %v",
+  "failed to publish websocket close event: %v": "向其他节点广播 WebSocket 关闭事件失败: %v",
+  "failed to query administrators to notify: %s": "查询需要通知的管理员失败: %s",
+  "failed to query channels: %s": "查询渠道失败: %s",
+  "failed to query log stat: %s": "查询日志统计失败: %s",
+  "failed to query rpm/tpm stat: %s": "查询 rpm/tpm 统计失败: %s",
+  "failed to read TTS response body: %v": "读取 TTS 响应体失败: %v",
+  "failed to record log: %s": "记录日志失败: %s",
+  "failed to record task billing log: %s": "记录任务计费日志失败: %s",
+  "failed to record topup log: %s": "记录充值日志失败: %s",
+  "failed to redeem key %s for user %d: %s": "用户 %[2]d 使用兑换码 %[1]s 兑换失败: %[3]s",
+  "failed to refresh codex channel credential: %s": "刷新 Codex 渠道凭证失败: %s",
+  "failed to refresh user group cache after %s for user %d: %v": "刷新用户 %[2]d 的分组缓存失败（操作: %[1]s）: %[3]v",
+  "failed to refund Midjourney token quota, task %s: %s": "退还 Midjourney 令牌额度失败 task %s: %s",
+  "failed to refund Midjourney user quota, task %s: %s": "退还 Midjourney 用户额度失败 task %s: %s",
+  "failed to refund the funding source, task %s: %s": "退还资金来源失败 task %s: %s",
+  "failed to reload authz policy: %s": "重新加载授权策略失败: %s",
+  "failed to reset codex usage": "重置 Codex 用量失败",
+  "failed to save backup codes: %s": "保存备用码失败: %s",
+  "failed to search tokens: %s": "搜索令牌失败: %s",
+  "failed to search topups: %s": "搜索充值记录失败: %s",
+  "failed to search user logs: %s": "搜索用户日志失败: %s",
+  "failed to send email to %s: %v": "向 %s 发送邮件失败: %v",
+  "failed to send notice %s to user %d: %s": "向用户 %[2]d 发送通知 %[1]s 失败: %[3]s",
+  "failed to send password reset email to %s: %s": "向 %s 发送密码重置邮件失败: %s",
+  "failed to send quota notify to user %d: %s": "向用户 %d 发送额度通知失败: %s",
+  "failed to send request: %s": "发送请求失败: %s",
+  "failed to send subscription quota notify to user %d: %s": "向用户 %d 发送订阅额度通知失败: %s",
+  "failed to serialize VideoUrls: %v": "序列化 VideoUrls 失败: %v",
+  "failed to start HTTP server: %s": "HTTP 服务启动失败: %s",
+  "failed to start pprof: %s": "启动pprof失败 %s",
+  "failed to sync %s credit to user quota cache: %s": "把到账额度同步到用户额度缓存失败（操作: %s）: %s",
+  "failed to sync manual quota adjustment for user %d: %s": "把用户 %d 的手动调额同步到缓存失败: %s",
+  "failed to synchronously populate user cache: %s": "同步写入用户缓存失败: %s",
+  "failed to synchronously populate user session cache: %s": "同步写入用户会话缓存失败: %s",
+  "failed to unmarshal Claude stream event: %s": "解析 Claude 流事件失败: %s",
+  "failed to unmarshal buffered responses stream event: %s": "解析已缓冲的 Responses 流事件失败: %s",
+  "failed to unmarshal chat stream response: %s": "解析 Chat 流式响应失败: %s",
+  "failed to unmarshal header override: channel_id=%d, error=%v": "解析渠道的请求头覆盖失败: channel_id=%d, error=%v",
+  "failed to unmarshal other info: channel_id=%d, tag=%s, name=%s, error=%v": "解析渠道的 other_info 失败: channel_id=%d, tag=%s, name=%s, error=%v",
+  "failed to unmarshal param override: channel_id=%d, error=%v": "解析渠道的参数覆盖失败: channel_id=%d, error=%v",
+  "failed to unmarshal responses stream event: %s": "解析 Responses 流事件失败: %s",
+  "failed to unmarshal setting: %s": "解析用户设置失败: %s",
+  "failed to unmarshal setting: channel_id=%d, error=%v": "解析渠道设置失败: channel_id=%d, error=%v",
+  "failed to unmarshal stream response: %s": "解析流式响应失败: %s",
+  "failed to unmarshal user: %s": "解析 user 失败: %s",
+  "failed to unmarshal websocket close event: %v": "解析 WebSocket 关闭事件失败: %v",
+  "failed to update abilities: channel_id=%d, tag=%s, error=%v": "更新渠道的 abilities 记录失败: channel_id=%d, tag=%s, error=%v",
+  "failed to update ability status: channel_id=%d, error=%v": "更新渠道的 abilities 状态失败: channel_id=%d, error=%v",
+  "failed to update balance: channel_id=%d, error=%v": "更新余额失败: channel_id=%d, error=%v",
+  "failed to update channel status: channel_id=%d, status=%d, error=%v": "更新渠道状态失败: channel_id=%d, status=%d, error=%v",
+  "failed to update channel used quota: channel_id=%d, delta_quota=%d, error=%v": "更新渠道已用额度失败: channel_id=%d, delta_quota=%d, error=%v",
+  "failed to update config %s: %s": "更新配置 %s 失败: %s",
+  "failed to update multi-key status: channel_id=%d, using key not found": "更新多密钥状态失败: channel_id=%d，密钥列表里找不到本次使用的密钥",
+  "failed to update option map: %s": "加载配置项失败: %s",
+  "failed to update response time: channel_id=%d, error=%v": "更新响应时间失败: channel_id=%d, error=%v",
+  "failed to update rotated user session cache: %s": "续期登录后更新会话缓存失败: %s",
+  "failed to update token status%s": "更新令牌状态失败: %s",
+  "failed to update user group cache: %s": "更新用户分组缓存失败: %s",
+  "failed to update user last_login_at: %s": "更新用户最后登录时间失败: %s",
+  "failed to update user name cache: %s": "更新用户名缓存失败: %s",
+  "failed to update user setting cache: %s": "更新用户设置缓存失败: %s",
+  "failed to update user used quota and request count: %s": "更新用户已用额度和请求次数失败: %s",
+  "failed to update user used quota: %s": "更新用户已用额度失败: %s",
+  "failed to validate cloned channel: %s": "复制出的渠道未通过校验: %s",
+  "failed to write TTS response: %v": "写入 TTS 响应失败: %v",
+  "failed to write back the settled task quota, task %s: %s": "差额结算回写 quota 失败 task %s: %s",
+  "failed to write stream data: %s": "写入流数据失败: %s",
+  "failed to write to temp file: %s": "写入临时文件失败: %s",
+  "final group ratio: %f": "最终分组倍率: %f",
+  "final group: %s": "最终使用的分组: %s",
+  "getAndValidateTextRequest failed: %s": "getAndValidateTextRequest 失败: %s",
+  "get_channel_null: %s": "查询渠道失败: %s",
+  "group ratio not found: %s": "未找到分组倍率: %s",
+  "hourly user session issuance exceeded alert threshold: count=%d threshold=%d window_seconds=%d": "近一小时新建的登录会话数超过告警阈值: count=%d threshold=%d window_seconds=%d",
+  "http error on %s: %s": "请求 %s 出错: %s",
+  "http transport negotiated: host=%s protocol=%s shards=%d policy=%s negotiated=%s": "HTTP 连接协商结果: host=%s protocol=%s shards=%d policy=%s negotiated=%s",
+  "http transport select: host=%s protocol=%s shards=%d policy=%s": "HTTP 连接选择: host=%s protocol=%s shards=%d policy=%s",
+  "http transport: host=%s protocol=%s shard=%d/%d policy=%s negotiated=%s": "HTTP 连接: host=%s protocol=%s shard=%d/%d policy=%s negotiated=%s",
+  "i18n initialized with languages: %s": "i18n 已初始化，语言: %s",
+  "image request body: %s": "图片请求体: %s",
+  "image token input: format=%s, width=%d, height=%d": "计算图片 token: format=%s, width=%d, height=%d",
+  "increaseQuotaData error: %s": "increaseQuotaData 出错: %s",
+  "initialize legacy access token deadline: %s": "设置旧访问令牌的停用时间失败: %s",
+  "initialized the sidebar config for new user %s (role: %d)": "为新用户 %s (角色: %d) 初始化边栏配置",
+  "insert task error: %s": "保存任务失败: %s",
+  "invalid SQL_SLOW_THRESHOLD_MS %d (allowed 0-%d, 0 disables slow query log), using default %d": "SQL_SLOW_THRESHOLD_MS=%d 超出范围（可填 0 到 %d，0 表示关闭慢查询日志），已使用默认值 %d",
+  "invalid access token scopes: %s": "访问令牌的作用域无效: %s",
+  "invalid channel http transport setting clamped: %s=%q": "渠道的 HTTP 连接设置超出范围，已调整为允许的值: %s=%q",
+  "invalid image cache token breakdown; using aggregate cache billing": "图片缓存 token 的分项数据无效，按缓存 token 总量计费",
+  "invalid image stream response": "图片流式响应无效",
+  "invalid request policy: %s": "请求策略无效: %s",
+  "invalid response or response body": "上游响应为空或没有响应体",
+  "invalid task artifact store configuration: %s; using upstream mode": "任务制品存储配置无效: %s，改用 upstream 模式",
+  "invalid thinking_model_blacklist regex %q: %v": "thinking_model_blacklist 正则 %q 无效: %v",
+  "invalid thinking_model_blacklist regex %q: pattern is empty": "thinking_model_blacklist 正则 %q 无效: 表达式为空",
+  "invalid zhipu key: %s": "智谱密钥格式无效: %s",
+  "json decode failed from %s: %s": "解析 %s 返回的 JSON 失败: %s",
+  "json marshal failed: %s": "JSON 序列化失败: %s",
+  "legacy Uptime Kuma options were not migrated: %v": "旧的 Uptime Kuma 配置迁移失败: %v",
+  "legacy Uptime Kuma options were not migrated: both URL and slug are required": "旧的 Uptime Kuma 配置没有迁移: URL 和 slug 都需要填写",
+  "legacy option %s was not migrated: %v": "旧配置项 %s 迁移失败: %v",
+  "legacy proxy URL suffix ignored at runtime: scheme=%s host=%s; update the channel proxy setting": "渠道代理地址带有旧写法的后缀，运行时已忽略: scheme=%s host=%s。请修改渠道的代理设置",
+  "load advanced custom channel settings error: channel_id=%d, error=%v": "加载高级自定义渠道设置出错: channel_id=%d, error=%v",
+  "loadFromURL: decoding image config": "loadFromURL: 解析图片头信息",
+  "loadFromURL: initiating download": "loadFromURL: 开始下载",
+  "loadFromURL: reading response body": "loadFromURL: 读取响应体",
+  "manual topup": "管理员补单",
+  "memory cache enabled": "已启用内存缓存",
+  "midjourney response body: %s": "Midjourney 响应体: %s",
+  "model %s is free, skipping pre-consume": "模型 %s 免费，跳过预扣费",
+  "model price not found: %s": "未找到模型价格: %s",
+  "model_price_helper result: %s": "model_price_helper 结果: %s",
+  "model_price_helper_tiered result: model=%s preConsume=%d quotaBeforeGroup=%.2f groupRatio=%.2f tier=%s": "model_price_helper_tiered 结果: model=%s preConsume=%d quotaBeforeGroup=%.2f groupRatio=%.2f tier=%s",
+  "models.dev parse failed from %s: %s": "解析 %s 返回的 models.dev 数据失败: %s",
+  "no such user %s": "用户 %s 不存在",
+  "no user exists, create a root user for you: username is root, password is 123456": "系统里还没有用户，已自动创建 root 账号：用户名 root，密码 123456",
+  "non-200 from %s: %s": "%s 返回了非 200 状态: %s",
+  "ollama stream json decode error: %s line=%s": "Ollama 流式响应 JSON 解析失败: %s line=%s",
+  "ollama stream scan error: %s": "Ollama 流式响应读取出错: %s",
+  "openrouter enterprise response success=false, data: %s": "OpenRouter Enterprise 响应 success=false, data: %s",
+  "options key %q had conflicting values; keeping the last row": "options 表的键 %q 有多行且值不同，保留最后一行的值",
+  "options table has duplicate pricing keys [%s]; the table is missing a primary key": "options 表缺少主键，定价配置出现重复的键 [%s]",
+  "panic detected: %v": "发生 panic: %v",
+  "panic in gopool.RelayPool: %v": "gopool.RelayPool 中发生 panic: %v",
+  "panic recovered in plugin route": "插件路由发生 panic，已恢复",
+  "passkey verification rejected: code=%s reason=%s rp_id=%q": "通行密钥验证未通过: code=%s reason=%s rp_id=%q",
+  "payment compliance confirmed user_id=%d ip=%s terms_version=%s confirmed_at=%d": "用户已确认支付合规条款 user_id=%d ip=%s terms_version=%s confirmed_at=%d",
+  "persist task background flag failed: %s": "保存任务的后台运行标记失败: %s",
+  "ping data error: %s": "发送 ping 数据出错: %s",
+  "ping data sent": "ping 数据已发送",
+  "ping goroutine exited": "ping goroutine 已退出",
+  "ping goroutine max duration reached": "ping goroutine 运行达到最长时限，已停止",
+  "ping goroutine panic: %v": "ping goroutine 发生 panic: %v",
+  "ping interval seconds: %d": "ping 间隔: %d 秒",
+  "pinned task plugin does not support the requested protocol form": "选定的任务插件不支持本次请求的调用方式（流式、后台或同步）",
+  "pprof enabled": "已启用 pprof",
+  "pre-consumed quota matches the actual quota, no adjustment: %s (per-request billing)": "预扣费与实际消耗一致，无需调整：%s（按次计费）",
+  "quota saturation on consume log: op=%s kind=%s original=%g clamped=%d user=%d model=%s": "消费日志: 额度超出上限，已按上限记录: op=%s kind=%s original=%g clamped=%d user=%d model=%s",
+  "rate limit check failed (key=%s): %v": "限流检查失败 (key=%s): %v",
+  "rate limit check failed (mark=%s): %v": "限流检查失败 (mark=%s): %v",
+  "read response failed from %s: %s": "读取 %s 的响应失败: %s",
+  "ready in %d ms": "启动完成，耗时 %d ms",
+  "realtime error: %s": "Realtime 出错: %s",
+  "realtime streaming consume quota success, quota: %d": "Realtime 扣费成功，额度: %d",
+  "realtime streaming localUsage: %v": "Realtime 流式 localUsage: %v",
+  "realtime streaming sumUsage: %v": "Realtime 流式 sumUsage: %v",
+  "rebuild task alias view: %s": "重建任务模型别名表失败: %s",
+  "rebuilt options table with primary key from %d rows into %d keys; previous rows kept in %s": "已重建 options 表并加上主键，%d 行合并成 %d 个键，重建前的数据保存在 %s",
+  "received [DONE], stopping scanner": "收到 [DONE]，停止读取流",
+  "received signal: %v, shutting down...": "收到信号 %v，正在关闭服务...",
+  "record consume log: userId=%d, params=%s": "记录消费日志: userId=%d, params=%s",
+  "record error log: userId=%d, channelId=%d, modelName=%s, tokenName=%s, content=%s": "记录错误日志: userId=%d, channelId=%d, modelName=%s, tokenName=%s, content=%s",
+  "redemption": "兑换码兑换",
+  "redemption failed: %s": "兑换失败: %s",
+  "refund succeeded but clearing the task quota failed, task %s: %s": "退款成功但清除 task quota 失败 task %s: %s",
+  "refunding the difference after pre-consume: %s (actual %s, pre-consumed %s)": "预扣费后返还扣费：%s（实际消耗：%s，预扣费：%s）",
+  "relay error (channel #%d, status code %d): %s": "转发请求出错 (渠道 #%d，状态码 %d): %s",
+  "relay error: %s": "转发请求出错: %s",
+  "relay max idle conns per host: %d": "转发连接池每个主机的最大空闲连接数: %d",
+  "relay max idle conns: %d": "转发连接池的最大空闲连接数: %d",
+  "relay timeout seconds: %d": "转发超时: %d 秒",
+  "reranker response body: %s": "重排序响应体: %s",
+  "reserve adjusted task billing error: %s": "按调整后的任务费用补扣预扣费失败: %s",
+  "responses stream failed after output was delivered, billing the delivered output: %s": "Responses 流中途失败，已输出的内容照常计费: %s",
+  "responses websocket relay error: %s": "Responses WebSocket 转发出错: %s",
+  "retry: %s": "重试：%s",
+  "running in debug mode": "调试模式已开启",
+  "saved dashboard data, %d records": "保存数据看板数据成功，共保存%d条数据",
+  "scanner error: %s": "读取流出错: %s",
+  "scanner goroutine exited": "scanner goroutine 已退出",
+  "scanner goroutine panic: %v": "scanner goroutine 发生 panic: %v",
+  "send final Gemini stream response failed: %s": "发送 Gemini 流式响应的最后一段失败: %s",
+  "send final response failed: %s": "发送最后一段响应失败: %s",
+  "send_stream_response_failed: %s": "发送流式响应失败: %s",
+  "server exited": "服务已退出",
+  "server forced to shutdown: %v": "服务未能正常关闭，已强制退出: %v",
+  "settle task billing error: %s": "任务计费结算出错: %s",
+  "setup log is already working": "日志正在初始化，跳过本次调用",
+  "skip password reset email for %s: %s": "未向 %s 发送密码重置邮件: %s",
+  "skipped %d options rows with empty keys while rebuilding the primary key": "重建主键时跳过了 %d 行键为空的 options 记录",
+  "stacktrace from panic: %s": "panic 堆栈: %s",
+  "start pyroscope error : %v": "启动 pyroscope 出错: %v",
+  "stream ended: %s": "流式响应结束: %s",
+  "stream ended: %s, received=%d": "流式响应结束: %s, received=%d",
+  "stream event error: %v %v": "流事件报错: %v %v",
+  "stream scanner data: %s": "收到流数据: %s",
+  "streaming timeout seconds: %d": "流式超时: %d 秒",
+  "stripe topup": "Stripe 充值",
+  "subscription balance purchase": "余额购买订阅",
+  "subscription expiration": "订阅到期",
+  "subscription expire task failed: %v": "处理过期订阅失败: %v",
+  "subscription maintenance: reset_count=%d, expired_count=%d": "订阅维护: reset_count=%d, expired_count=%d",
+  "subscription payment completion": "订阅支付完成",
+  "subscription quota reset task failed: %v": "重置订阅额度失败: %v",
+  "subscription quota reset task started: tick=%s": "订阅额度重置任务已启动: tick=%s",
+  "sweepTimedOutTasks CAS update error for task %s: %v": "sweepTimedOutTasks: 更新任务 %s 的状态出错: %v",
+  "sweepTimedOutTasks: task %s already transitioned, skip": "sweepTimedOutTasks: 任务 %s 的状态已由其他进程更新，跳过",
+  "sweepTimedOutTasks: timed out %d tasks": "sweepTimedOutTasks: 已把 %d 个超时任务标记为失败",
+  "sync frequency: %d seconds": "同步间隔: %d 秒",
+  "syncing channels from database": "正在从数据库同步渠道",
+  "syncing options from database": "正在从数据库同步配置项",
+  "system instance report failed: %v": "上报本实例信息失败: %v",
+  "system is already initialized at: %s": "系统已于 %s 完成初始化",
+  "system is not initialized and no root user exists": "系统尚未初始化，还没有 root 用户",
+  "system is not initialized, but root user exists": "系统尚未初始化，但已有 root 用户",
+  "system task %s failed to persist result: %v": "系统任务 %s 保存结果失败: %v",
+  "system task %s failed to save failure state: %v": "系统任务 %s 保存失败状态时出错: %v",
+  "system task %s failed: %v": "系统任务 %s 失败: %v",
+  "system task %s lock lost": "系统任务 %s 的执行锁已失效",
+  "system task %s update failed: %v": "系统任务 %s 更新失败: %v",
+  "system task claim failed: %v": "领取系统任务失败: %v",
+  "system task runner query failed: %v": "查询待执行的系统任务失败: %v",
+  "system task runner started: runner=%s idle_interval=%s": "系统任务执行器已启动: runner=%s idle_interval=%s",
+  "system task scheduler active lookup failed: type=%s err=%v": "系统任务调度: 查询进行中的任务失败: type=%s err=%v",
+  "system task scheduler create failed: type=%s err=%v": "系统任务调度: 创建任务失败: type=%s err=%v",
+  "system task scheduler query failed: %v": "系统任务调度: 查询失败: %v",
+  "system task stale lock cleanup failed: %v": "清理系统任务的过期执行锁失败: %v",
+  "task %s expression settlement failed, keeping the pre-consumed quota: %v": "任务 %s 表达式结算失败，保留预扣额度: %v",
+  "task %s expression settlement quota was clamped: %+v": "任务 %s 表达式结算额度发生饱和: %+v",
+  "task %s is billed per request, skipping difference settlement": "任务 %s 按次计费，跳过差额结算",
+  "task %s poll %s (failures=%d, http=%d): %s": "任务 %s 轮询结果异常: %s (failures=%d, http=%d): %s",
+  "task %s pre-consumed quota matches the actual quota (%s, %s)": "任务 %s 预扣费准确（%s，%s）",
+  "task %s settles the difference: delta=%s (actual %s, pre-consumed %s, %s)": "任务 %s 差额结算：delta=%s（实际：%s，预扣：%s，%s）",
+  "task alias mapping cycle dropped: channel=%d key=%q": "渠道的模型映射成环，这个任务模型别名已忽略: channel=%d key=%q",
+  "task alias view: channel %d model_mapping: %s": "解析渠道 %d 的 model_mapping 失败，任务模型别名未包含该渠道: %s",
+  "task artifact S3 storage is not implemented; using upstream mode": "任务制品 S3 存储尚未实现，改用 upstream 模式",
+  "task billing other ratio key rejected: %s": "任务计费: 倍率键 %s 不能写入日志，已跳过",
+  "task immediate usage settlement failed; retaining reserved quota: %v": "任务提交即完成，按用量结算失败，保留预扣额度: %v",
+  "task model alias %q dropped: maps to multiple plugins %v": "任务模型别名 %q 对应多个插件 %v，已忽略",
+  "task plugin %s completion context failed; retaining reserved quota: %v": "任务插件 %s: 构建完成结算的上下文失败，保留预扣额度: %v",
+  "task plugin %s completion usage failed; retaining reserved quota: %v": "任务插件 %s: 提取完成用量失败，保留预扣额度: %v",
+  "task plugin %s completion usage rejected; retaining reserved quota: %v": "任务插件 %s: 返回的完成用量无效，保留预扣额度: %v",
+  "task plugin %s rejected invalid %s billing facts": "任务插件 %s 的 %s 钩子返回了无效的计费数据，已忽略",
+  "task plugin %s rejected invalid or oversized poll state": "任务插件 %s 返回的轮询状态无效或过大，未保存",
+  "task plugin %s rejected oversized poll state (%d bytes)": "任务插件 %s 返回的轮询状态过大（%d 字节），未保存",
+  "task plugin %s rejected oversized submit state (%d bytes)": "任务插件 %s 返回的提交状态过大（%d 字节），未保存",
+  "task plugin native submit presenter failed: %s": "任务插件提交响应: 渲染钩子执行失败: %s",
+  "task plugin route %s %s declares retainResult: false but returned an asynchronous result; retaining task %s": "任务插件路由 %s %s 声明了 retainResult: false，但返回的是异步结果，任务 %s 仍会保存",
+  "task poll auth failure channel_id=%d http=%d": "任务轮询被上游拒绝（鉴权失败） channel_id=%d http=%d",
+  "task poll auth failure channel_id=%d task=%s http=%d": "任务轮询被上游拒绝（鉴权失败） channel_id=%d task=%s http=%d",
+  "task progress polling finished": "任务进度轮询完成",
+  "task progress polling started": "任务进度轮询开始",
+  "task protocol database observation failed": "任务协议: 读取任务状态失败",
+  "task protocol database observation overloaded; plugin=%s task=%s": "任务协议: 读取任务状态超时，数据库繁忙 plugin=%s task=%s",
+  "task protocol failure event failed: %s": "任务协议: 生成失败事件出错: %s",
+  "task protocol failure response failed: %s": "任务协议: 生成失败响应出错: %s",
+  "task protocol final hook failed": "任务协议: 插件的最终响应钩子执行失败",
+  "task protocol final hook overloaded; plugin=%s task=%s": "任务协议: 插件运行时繁忙，最终响应钩子等待超时 plugin=%s task=%s",
+  "task protocol image download failed; returning the upstream URL instead of b64_json: %s": "任务协议: 图片下载失败，b64_json 改用上游 URL 返回: %s",
+  "task protocol image poll failed for task %s: %s": "任务协议: 轮询图片任务 %s 失败: %s",
+  "task protocol image render hook failed: %s": "任务协议: 插件的图片渲染钩子执行失败: %s",
+  "task protocol image render hook must return an object with a data array": "任务协议: 插件的图片渲染钩子需要返回带 data 数组的对象",
+  "task protocol render hook failed": "任务协议: 插件的渲染钩子执行失败",
+  "task protocol render hook overloaded; plugin=%s task=%s": "任务协议: 插件运行时繁忙，渲染钩子等待超时 plugin=%s task=%s",
+  "task protocol render hook slow; plugin=%s task=%s elapsed_ms=%d": "任务协议: 插件的渲染钩子执行过慢 plugin=%s task=%s elapsed_ms=%d",
+  "task protocol render result invalid: %s": "任务协议: 插件渲染钩子返回的结果无效: %s",
+  "task protocol retrieve lookup failed": "任务协议: 查询任务失败",
+  "task protocol retrieve render failed": "任务协议: 生成查询响应失败",
+  "task protocol state transition failed: %s": "任务协议: 状态切换失败: %s",
+  "task protocol submission returned an invalid durable outcome": "任务协议: 提交后没有得到有效的任务记录",
+  "task protocol terminal failure response failed: %s": "任务协议: 生成任务失败的最终响应出错: %s",
+  "task protocol timeout event failed: %s": "任务协议: 生成超时事件出错: %s",
+  "task protocol timeout response failed: %s": "任务协议: 生成超时响应出错: %s",
+  "testing channel #%d, response: \n%s": "测试渠道 #%d，响应: \n%s",
+  "testing channel %d with model %s , info %+v ": "测试渠道 %d，模型 %s，信息 %+v ",
+  "text request body: %s": "文本请求体: %s",
+  "token quota cache reserve unavailable, falling back to database: %s": "无法在缓存中预扣令牌额度，改为直接扣数据库: %s",
+  "tool surcharge call count clamped: tool=%s count=%d": "工具调用次数超出计费上限，按上限计费: tool=%s count=%d",
+  "tool surcharge call count overflow for %s": "工具 %s 的计费调用次数溢出",
+  "topup failed: %s": "充值失败: %s",
+  "topup group ratio not found: %s": "未找到充值分组倍率: %s",
+  "total tokens is 0, cannot consume quota, userId %d, channelId %d, tokenId %d, model %s， pre-consumed quota %d": "token 总数为 0，无法扣费，userId %d, channelId %d, tokenId %d, model %s，预扣额度 %d",
+  "try to decode image config with limit: %d": "读取前 %d 字节来解析图片头信息",
+  "unexpected content-type from %s: %s": "%s 返回的 content-type 不符合预期: %s",
+  "unfinished tasks found: %v": "检测到未完成的任务数有: %v",
+  "union is nil or unknown type": "union 为 nil 或类型未知",
+  "unknown tag: %v": "未知 tag: %v",
+  "unrecognized data format from %s: %s": "无法识别 %s 返回的数据格式: %s",
+  "updateVideoSingleTask parsed as new api response format: %+v": "updateVideoSingleTask 按 New API 响应格式解析: %+v",
+  "updateVideoSingleTask response: %s": "updateVideoSingleTask 响应: %s",
+  "updating all channels": "开始更新所有渠道的余额",
+  "updating dashboard data...": "正在更新数据看板数据...",
+  "upstream model update check failed: channel_id=%d channel_name=%s err=%v": "检查渠道的上游模型变化失败: channel_id=%d channel_name=%s err=%v",
+  "upstream model update notification skipped in 24h window: changed_channels=%d failed_channels=%d": "24 小时内已发过相同内容的上游模型更新通知，本次不发送: changed_channels=%d failed_channels=%d",
+  "upstream model update notifications sent: %d": "已发送 %d 条上游模型更新通知",
+  "upstream model update task done: checked_channels=%d changed_channels=%d detected_add_models=%d detected_remove_models=%d failed_channels=%d auto_added_models=%d": "上游模型更新检查完成: checked_channels=%d changed_channels=%d detected_add_models=%d detected_remove_models=%d failed_channels=%d auto_added_models=%d",
+  "upstream model update task query failed: %v": "上游模型更新检查: 查询渠道失败: %v",
+  "upstream response body: %s": "上游响应体: %s",
+  "usage extracted from second last SSE: PromptTokens=%d, CompletionTokens=%d, TotalTokens=%d, InputTokens=%d, OutputTokens=%d": "从倒数第二条 SSE 数据中取得用量: PromptTokens=%d, CompletionTokens=%d, TotalTokens=%d, InputTokens=%d, OutputTokens=%d",
+  "user %d has enough quota, trusted without pre-consume (funding=%s)": "用户 %d 额度充足, 信任且不需要预扣费 (funding=%s)",
+  "user %d has no bark url, skip sending bark": "用户 %d 没有填写 Bark 推送地址，未发送 Bark 通知",
+  "user %d has no email, skip sending email": "用户 %d 没有绑定邮箱，未发送邮件通知",
+  "user %d has no gotify url or token, skip sending gotify": "用户 %d 没有填写 Gotify 地址或令牌，未发送 Gotify 通知",
+  "user %d has no webhook url, skip sending webhook": "用户 %d 没有填写 Webhook 地址，未发送 Webhook 通知",
+  "user %d needs pre-consume %s (funding=%s)": "用户 %d 需要预扣费 %s (funding=%s)",
+  "user %d request failed, refunding the pre-consumed quota (token_quota=%s, funding=%s)": "用户 %d 请求失败, 返还预扣费（token_quota=%s, funding=%s）",
+  "user %d | %s": "用户 %d | %s",
+  "user quota cache reserve unavailable, falling back to database: %s": "无法在缓存中预扣用户额度，改为直接扣数据库: %s",
+  "using ClickHouse as log database": "日志数据库使用 ClickHouse",
+  "using MySQL as database": "数据库使用 MySQL",
+  "using PostgreSQL as database": "数据库使用 PostgreSQL",
+  "waffo pancake topup": "Waffo Pancake 充值",
+  "waffo pancake topup failed: %s": "Waffo Pancake 充值失败: %s",
+  "waffo topup": "Waffo 充值",
+  "waffo topup failed: %s": "Waffo 充值失败: %s",
+  "websocket connection is nil": "WebSocket 连接为空",
+  "zhipu_image_empty_b64": "智谱图片接口返回的 b64 为空",
+  "zhipu_image_get_b64_failed: %s": "智谱图片转 b64 失败: %s",
+  "zhipu_image_missing_url": "智谱图片接口没有返回 URL",
+  "¥%.6f quota": "¥%.6f 额度",
+  "＄%.6f quota": "＄%.6f 额度"
+}
diff --git a/common/message.go b/common/message.go
new file mode 100644
index 0000000..584e9ff
--- /dev/null
+++ b/common/message.go
@@ -0,0 +1,50 @@
+package common
+
+import (
+	"fmt"
+	"strings"
+
+	"github.com/gin-gonic/gin"
+)
+
+// Message is text shown in the web console. Key is the English source text and
+// also its key in web/src/i18n/locales; Params fill its {{name}} placeholders.
+// The web console translates Key with Params, so the backend only renders the
+// English text, for API callers and log fallbacks. Params carry display-ready
+// values: format quota with logger.FormatQuota before passing it.
+type Message struct {
+	Key    string         `json:"key"`
+	Params map[string]any `json:"params,omitempty"`
+}
+
+func NewMessage(key string, params ...map[string]any) *Message {
+	message := &Message{Key: key}
+	if len(params) > 0 {
+		message.Params = params[0]
+	}
+	return message
+}
+
+// Error renders the English text, so a Message can be returned as an error and
+// reach the web console through ApiError.
+func (m *Message) Error() string {
+	if len(m.Params) == 0 {
+		return m.Key
+	}
+	// One pass over the key, so a value that contains "{{name}}" stays as is.
+	pairs := make([]string, 0, len(m.Params)*2)
+	for name, value := range m.Params {
+		pairs = append(pairs, "{{"+name+"}}", fmt.Sprint(value))
+	}
+	return strings.NewReplacer(pairs...).Replace(m.Key)
+}
+
+// Fields returns the response fields the web console translates. Callers put
+// the English text in the field their response shape already uses.
+func (m *Message) Fields() gin.H {
+	fields := gin.H{"message_key": m.Key}
+	if len(m.Params) > 0 {
+		fields["message_params"] = m.Params
+	}
+	return fields
+}
diff --git a/common/model.go b/common/model.go
index eb8b36f..0f4f117 100644
--- a/common/model.go
+++ b/common/model.go
@@ -2,9 +2,6 @@ package common
 
 import "strings"
 
-// ZImagePromptExtendMultiplier is the legacy Ali image request surcharge.
-const ZImagePromptExtendMultiplier = 2
-
 var (
 	// OpenAIResponseOnlyModels is a list of models that are only available for OpenAI responses.
 	OpenAIResponseOnlyModels = []string{
@@ -33,13 +30,6 @@ var (
 		"flux-",
 		"flux.1-",
 	}
-	OpenAITextModels = []string{
-		"gpt-",
-		"o1",
-		"o3",
-		"o4",
-		"chatgpt",
-	}
 )
 
 func IsOpenAIResponseOnlyModel(modelName string) bool {
@@ -66,13 +56,3 @@ func IsImageGenerationModel(modelName string) bool {
 	}
 	return false
 }
-
-func IsOpenAITextModel(modelName string) bool {
-	modelName = strings.ToLower(modelName)
-	for _, m := range OpenAITextModels {
-		if strings.Contains(modelName, m) {
-			return true
-		}
-	}
-	return false
-}
diff --git a/common/model_test.go b/common/model_test.go
index 60538e9..e67583e 100644
--- a/common/model_test.go
+++ b/common/model_test.go
@@ -26,3 +26,13 @@ func TestWanEndpointsDistinguishImagesFromVideos(t *testing.T) {
 		})
 	}
 }
+
+// /v1/models reports the DeepSeek Search and Fetch routing names with their
+// own endpoint on the channels that relay them; chat models keep their list.
+func TestDeepSeekToolRoutingNamesReportTheirEndpoint(t *testing.T) {
+	for _, channelType := range []int{constant.ChannelTypeDeepSeek, constant.ChannelTypeNewAPI} {
+		assert.Equal(t, []constant.EndpointType{constant.EndpointTypeDeepSeekToolsSearch}, common.GetEndpointTypesByChannelType(channelType, constant.DeepSeekSearchModel))
+		assert.Equal(t, []constant.EndpointType{constant.EndpointTypeDeepSeekToolsFetch}, common.GetEndpointTypesByChannelType(channelType, constant.DeepSeekFetchModel))
+	}
+	assert.Equal(t, []constant.EndpointType{constant.EndpointTypeOpenAI}, common.GetEndpointTypesByChannelType(constant.ChannelTypeDeepSeek, "deepseek-flash"))
+}
diff --git a/common/pprof.go b/common/pprof.go
index 7459265..7f4e1f2 100644
--- a/common/pprof.go
+++ b/common/pprof.go
@@ -17,23 +17,23 @@ func Monitor() {
 			panic(err)
 		}
 		if percent[0] > 80 {
-			fmt.Println("cpu usage too high")
+			fmt.Println(LogText("cpu usage too high"))
 			// write pprof file
 			if _, err := os.Stat("./pprof"); os.IsNotExist(err) {
 				err := os.Mkdir("./pprof", os.ModePerm)
 				if err != nil {
-					SysLog("创建pprof文件夹失败 " + err.Error())
+					SysLog(LogText("failed to create the pprof directory: %s", err.Error()))
 					continue
 				}
 			}
 			f, err := os.Create("./pprof/" + fmt.Sprintf("cpu-%s.pprof", time.Now().Format("20060102150405")))
 			if err != nil {
-				SysLog("创建pprof文件失败 " + err.Error())
+				SysLog(LogText("failed to create the pprof file: %s", err.Error()))
 				continue
 			}
 			err = pprof.StartCPUProfile(f)
 			if err != nil {
-				SysLog("启动pprof失败 " + err.Error())
+				SysLog(LogText("failed to start pprof: %s", err.Error()))
 				continue
 			}
 			time.Sleep(10 * time.Second) // profile for 30 seconds
diff --git a/common/quota.go b/common/quota.go
deleted file mode 100644
index dfd65d2..0000000
--- a/common/quota.go
+++ /dev/null
@@ -1,5 +0,0 @@
-package common
-
-func GetTrustQuota() int {
-	return int(10 * QuotaPerUnit)
-}
diff --git a/common/redis.go b/common/redis.go
index aef7fc7..fec5573 100644
--- a/common/redis.go
+++ b/common/redis.go
@@ -24,17 +24,17 @@ func RedisKeyCacheSeconds() int {
 func InitRedisClient() (err error) {
 	if os.Getenv("REDIS_CONN_STRING") == "" {
 		RedisEnabled = false
-		SysLog("REDIS_CONN_STRING not set, Redis is not enabled")
+		SysLog(LogText("REDIS_CONN_STRING not set, Redis is not enabled"))
 		return nil
 	}
 	if os.Getenv("SYNC_FREQUENCY") == "" {
-		SysLog("SYNC_FREQUENCY not set, use default value 60")
+		SysLog(LogText("SYNC_FREQUENCY not set, use default value 60"))
 		SyncFrequency = 60
 	}
-	SysLog("Redis is enabled")
+	SysLog(LogText("Redis is enabled"))
 	opt, err := redis.ParseURL(os.Getenv("REDIS_CONN_STRING"))
 	if err != nil {
-		FatalLog("failed to parse Redis connection string: " + err.Error())
+		FatalLog(LogText("failed to parse Redis connection string: %s", err.Error()))
 	}
 	opt.PoolSize = GetEnvOrDefault("REDIS_POOL_SIZE", 10)
 	RDB = redis.NewClient(opt)
@@ -44,11 +44,11 @@ func InitRedisClient() (err error) {
 
 	_, err = RDB.Ping(ctx).Result()
 	if err != nil {
-		FatalLog("Redis ping test failed: " + err.Error())
+		FatalLog(LogText("Redis ping test failed: %s", err.Error()))
 	}
 	if DebugEnabled {
-		SysLog(fmt.Sprintf("Redis connected to %s", opt.Addr))
-		SysLog(fmt.Sprintf("Redis database: %d", opt.DB))
+		SysLog(LogText("Redis connected to %s", opt.Addr))
+		SysLog(LogText("Redis database: %d", opt.DB))
 	}
 	return err
 }
@@ -56,14 +56,14 @@ func InitRedisClient() (err error) {
 func ParseRedisOption() *redis.Options {
 	opt, err := redis.ParseURL(os.Getenv("REDIS_CONN_STRING"))
 	if err != nil {
-		FatalLog("failed to parse Redis connection string: " + err.Error())
+		FatalLog(LogText("failed to parse Redis connection string: %s", err.Error()))
 	}
 	return opt
 }
 
 func RedisSet(key string, value string, expiration time.Duration) error {
 	if DebugEnabled {
-		SysLog(fmt.Sprintf("Redis SET: key=%s, value=%s, expiration=%v", key, value, expiration))
+		SysLog(LogText("Redis SET: key=%s, value=%s, expiration=%v", key, value, expiration))
 	}
 	ctx := context.Background()
 	return RDB.Set(ctx, key, value, expiration).Err()
@@ -71,7 +71,7 @@ func RedisSet(key string, value string, expiration time.Duration) error {
 
 func RedisGet(key string) (string, error) {
 	if DebugEnabled {
-		SysLog(fmt.Sprintf("Redis GET: key=%s", key))
+		SysLog(LogText("Redis GET: key=%s", key))
 	}
 	ctx := context.Background()
 	val, err := RDB.Get(ctx, key).Result()
@@ -90,7 +90,7 @@ func RedisGet(key string) (string, error) {
 
 func RedisDel(key string) error {
 	if DebugEnabled {
-		SysLog(fmt.Sprintf("Redis DEL: key=%s", key))
+		SysLog(LogText("Redis DEL: key=%s", key))
 	}
 	ctx := context.Background()
 	return RDB.Del(ctx, key).Err()
@@ -98,7 +98,7 @@ func RedisDel(key string) error {
 
 func RedisDelKey(key string) error {
 	if DebugEnabled {
-		SysLog(fmt.Sprintf("Redis DEL Key: key=%s", key))
+		SysLog(LogText("Redis DEL Key: key=%s", key))
 	}
 	ctx := context.Background()
 	return RDB.Del(ctx, key).Err()
@@ -106,7 +106,7 @@ func RedisDelKey(key string) error {
 
 func RedisHSetObj(key string, obj any, expiration time.Duration) error {
 	if DebugEnabled {
-		SysLog(fmt.Sprintf("Redis HSET: key=%s, obj=%+v, expiration=%v", key, obj, expiration))
+		SysLog(LogText("Redis HSET: key=%s, obj=%+v, expiration=%v", key, obj, expiration))
 	}
 	ctx := context.Background()
 
@@ -160,7 +160,7 @@ func RedisHSetObj(key string, obj any, expiration time.Duration) error {
 
 func RedisHGetObj(key string, obj any) error {
 	if DebugEnabled {
-		SysLog(fmt.Sprintf("Redis HGETALL: key=%s", key))
+		SysLog(LogText("Redis HGETALL: key=%s", key))
 	}
 	ctx := context.Background()
 
@@ -241,7 +241,7 @@ func RedisHGetObj(key string, obj any) error {
 // RedisIncr Add this function to handle atomic increments
 func RedisIncr(key string, delta int64) error {
 	if DebugEnabled {
-		SysLog(fmt.Sprintf("Redis INCR: key=%s, delta=%d", key, delta))
+		SysLog(LogText("Redis INCR: key=%s, delta=%d", key, delta))
 	}
 	// 检查键的剩余生存时间
 	ttlCmd := RDB.TTL(context.Background(), key)
@@ -274,7 +274,7 @@ func RedisIncr(key string, delta int64) error {
 
 func RedisHIncrBy(key, field string, delta int64) error {
 	if DebugEnabled {
-		SysLog(fmt.Sprintf("Redis HINCRBY: key=%s, field=%s, delta=%d", key, field, delta))
+		SysLog(LogText("Redis HINCRBY: key=%s, field=%s, delta=%d", key, field, delta))
 	}
 	ttlCmd := RDB.TTL(context.Background(), key)
 	ttl, err := ttlCmd.Result()
@@ -301,7 +301,7 @@ func RedisHIncrBy(key, field string, delta int64) error {
 
 func RedisHSetField(key, field string, value any) error {
 	if DebugEnabled {
-		SysLog(fmt.Sprintf("Redis HSET field: key=%s, field=%s, value=%v", key, field, value))
+		SysLog(LogText("Redis HSET field: key=%s, field=%s, value=%v", key, field, value))
 	}
 	ttlCmd := RDB.TTL(context.Background(), key)
 	ttl, err := ttlCmd.Result()
diff --git a/common/str.go b/common/str.go
index cffe228..07526b8 100644
--- a/common/str.go
+++ b/common/str.go
@@ -135,6 +135,6 @@ func MaskEmail(email string) string {
 
 // MaskSensitiveInfo moved to the conversion kit (kitutil) because the types
 // package error formatting depends on it; host callers keep this name.
-func MaskSensitiveInfo(str string) string {
-	return kitutil.MaskSensitiveInfo(str)
+func MaskSensitiveInfo(str string, upstreamURLs ...string) string {
+	return kitutil.MaskSensitiveInfo(str, upstreamURLs...)
 }
diff --git a/common/sys_log.go b/common/sys_log.go
index 2d6022f..d0f3468 100644
--- a/common/sys_log.go
+++ b/common/sys_log.go
@@ -50,20 +50,20 @@ func LogStartupSuccess(startTime time.Time, port string) {
 		// Warn when the local HTTP compatibility mode disables cookie transport
 		// security and refresh/logout Origin validation.
 		fmt.Fprintf(gin.DefaultWriter, "\n")
-		fmt.Fprintf(gin.DefaultWriter, "  \033[33mWarning: Refresh cookie is not secure and refresh/logout Origin validation is disabled. Please set SESSION_COOKIE_SECURE=true in production.\033[0m\n")
+		fmt.Fprintf(gin.DefaultWriter, "  \033[33m%s\033[0m\n", LogText("Warning: Refresh cookie is not secure and refresh/logout Origin validation is disabled. Please set SESSION_COOKIE_SECURE=true in production."))
 		fmt.Fprintf(gin.DefaultWriter, "\n")
 	}
 
 	fmt.Fprintf(gin.DefaultWriter, "\n")
-	fmt.Fprintf(gin.DefaultWriter, "  \033[32m%s %s\033[0m  ready in %d ms\n", SystemName, Version, durationMs)
+	fmt.Fprintf(gin.DefaultWriter, "  \033[32m%s %s\033[0m  %s\n", SystemName, Version, LogText("ready in %d ms", durationMs))
 	fmt.Fprintf(gin.DefaultWriter, "\n")
 
 	if !IsRunningInContainer() {
-		fmt.Fprintf(gin.DefaultWriter, "  ➜  \033[1mLocal:\033[0m   http://localhost:%s/\n", port)
+		fmt.Fprintf(gin.DefaultWriter, "  ➜  \033[1m%-8s\033[0m http://localhost:%s/\n", LogText("Local:"), port)
 	}
 
 	for _, ip := range networkIps {
-		fmt.Fprintf(gin.DefaultWriter, "  ➜  \033[1mNetwork:\033[0m http://%s:%s/\n", ip, port)
+		fmt.Fprintf(gin.DefaultWriter, "  ➜  \033[1m%-8s\033[0m http://%s:%s/\n", LogText("Network:"), ip, port)
 	}
 
 	fmt.Fprintf(gin.DefaultWriter, "\n")
diff --git a/common/system_monitor.go b/common/system_monitor.go
index 26710fa..a998562 100644
--- a/common/system_monitor.go
+++ b/common/system_monitor.go
@@ -1,6 +1,7 @@
 package common
 
 import (
+	"fmt"
 	"sync/atomic"
 	"time"
 
@@ -25,10 +26,36 @@ type SystemStatus struct {
 	CPUUsage    float64
 	MemoryUsage float64
 	DiskUsage   float64
+	SampledAt   time.Time
+	// 过载判定带连续性要求：单一采样尖峰不再直接熔断，需连续多次超阈值。
+	CPUOverloaded    bool
+	MemoryOverloaded bool
+	DiskOverloaded   bool
+}
+
+// SystemOverload 是哨兵据以拒绝请求的过载项，Error 文本带当前值与生效阈值。
+type SystemOverload struct {
+	Code      string
+	Resource  string
+	Usage     float64
+	Threshold int
+}
+
+func (o *SystemOverload) Error() string {
+	return fmt.Sprintf("system %s overloaded (current: %.1f%%, threshold: %d%%)", o.Resource, o.Usage, o.Threshold)
 }
 
 var latestSystemStatus atomic.Value
 
+const (
+	systemMonitorInterval = 5 * time.Second
+	// 连续 3 次采样（约 15 秒）仍高于阈值才判定过载，
+	// 任一采样回落到阈值以下即恢复，避免瞬时尖峰打满重试。
+	overloadConsecutiveSamples = 3
+	// 采样超过该时长未刷新（监控未运行或被阻塞）时，哨兵不据此熔断。
+	systemStatusMaxAge = 30 * time.Second
+)
+
 func init() {
 	latestSystemStatus.Store(SystemStatus{})
 }
@@ -36,46 +63,98 @@ func init() {
 // StartSystemMonitor 启动系统监控
 func StartSystemMonitor() {
 	go func() {
+		usage := newContainerUsage()
+		var detector overloadDetector
 		for {
 			config := GetPerformanceMonitorConfig()
 			if !config.Enabled {
-				time.Sleep(30 * time.Second)
+				detector = overloadDetector{}
+				latestSystemStatus.Store(SystemStatus{SampledAt: time.Now()})
+				time.Sleep(systemMonitorInterval)
 				continue
 			}
 
-			updateSystemStatus()
-			time.Sleep(5 * time.Second)
+			status := collectSystemStatus(usage)
+			detector.mark(&status, config)
+			latestSystemStatus.Store(status)
+
+			time.Sleep(systemMonitorInterval)
 		}
 	}()
 }
 
-func updateSystemStatus() {
-	var status SystemStatus
+// overloadDetector 为每项资源累计连续超阈值的采样次数：连续 overloadConsecutiveSamples 次
+// 才标记过载，任一次回落立即清零并重新累计。
+type overloadDetector struct {
+	cpuSamples    int
+	memorySamples int
+	diskSamples   int
+}
 
-	// CPU
-	// 注意：cpu.Percent(0, false) 返回自上次调用以来的 CPU 使用率
-	// 如果是第一次调用，可能会返回错误或不准确的值，但在循环中会逐渐正常
-	percents, err := cpu.Percent(0, false)
-	if err == nil && len(percents) > 0 {
+func (d *overloadDetector) mark(status *SystemStatus, config PerformanceMonitorConfig) {
+	status.CPUOverloaded = countOverloadSample(&d.cpuSamples, exceedsThreshold(status.CPUUsage, config.CPUThreshold))
+	status.MemoryOverloaded = countOverloadSample(&d.memorySamples, exceedsThreshold(status.MemoryUsage, config.MemoryThreshold))
+	status.DiskOverloaded = countOverloadSample(&d.diskSamples, exceedsThreshold(status.DiskUsage, config.DiskThreshold))
+}
+
+func countOverloadSample(samples *int, over bool) bool {
+	if !over {
+		*samples = 0
+		return false
+	}
+	*samples = min(*samples+1, overloadConsecutiveSamples)
+	return *samples == overloadConsecutiveSamples
+}
+
+// exceedsThreshold 判断采样值是否超过阈值；阈值 <= 0 表示不检查该项。
+func exceedsThreshold(usage float64, threshold int) bool {
+	return threshold > 0 && int(usage) > threshold
+}
+
+func collectSystemStatus(usage *containerUsage) SystemStatus {
+	now := time.Now()
+	status := SystemStatus{SampledAt: now}
+
+	// CPU / 内存优先按容器 cgroup 配额计算；容器口径不可用时回退宿主机口径，
+	// 保持对未限制资源或被挂载为宿主 cgroup 的环境的兼容。
+	if saturation, ok := usage.cpuSaturation(now); ok {
+		status.CPUUsage = saturation
+	} else if percents, err := cpu.Percent(0, false); err == nil && len(percents) > 0 {
 		status.CPUUsage = percents[0]
 	}
-
-	// Memory
-	memInfo, err := mem.VirtualMemory()
-	if err == nil {
+	if containerMemory, ok := usage.memoryUsage(); ok {
+		status.MemoryUsage = containerMemory
+	} else if memInfo, err := mem.VirtualMemory(); err == nil {
 		status.MemoryUsage = memInfo.UsedPercent
 	}
 
-	// Disk
 	diskInfo := GetDiskSpaceInfo()
 	if diskInfo.Total > 0 {
 		status.DiskUsage = diskInfo.UsedPercent
 	}
-
-	latestSystemStatus.Store(status)
+	return status
 }
 
 // GetSystemStatus 获取当前系统状态
 func GetSystemStatus() SystemStatus {
 	return latestSystemStatus.Load().(SystemStatus)
 }
+
+// CheckSystemOverload 返回哨兵应据以熔断的过载项。监控关闭、采样缺失或已超过
+// systemStatusMaxAge 时返回 nil。过载标记来自连续采样，阈值按当前配置复核，
+// 运行时关闭或调高阈值后立即放行，不必等待下一次采样。
+func CheckSystemOverload(status SystemStatus, config PerformanceMonitorConfig, now time.Time) *SystemOverload {
+	if !config.Enabled || status.SampledAt.IsZero() || now.Sub(status.SampledAt) > systemStatusMaxAge {
+		return nil
+	}
+	if status.CPUOverloaded && exceedsThreshold(status.CPUUsage, config.CPUThreshold) {
+		return &SystemOverload{Code: "system_cpu_overloaded", Resource: "cpu", Usage: status.CPUUsage, Threshold: config.CPUThreshold}
+	}
+	if status.MemoryOverloaded && exceedsThreshold(status.MemoryUsage, config.MemoryThreshold) {
+		return &SystemOverload{Code: "system_memory_overloaded", Resource: "memory", Usage: status.MemoryUsage, Threshold: config.MemoryThreshold}
+	}
+	if status.DiskOverloaded && exceedsThreshold(status.DiskUsage, config.DiskThreshold) {
+		return &SystemOverload{Code: "system_disk_overloaded", Resource: "disk", Usage: status.DiskUsage, Threshold: config.DiskThreshold}
+	}
+	return nil
+}
diff --git a/common/system_monitor_test.go b/common/system_monitor_test.go
new file mode 100644
index 0000000..f93dd35
--- /dev/null
+++ b/common/system_monitor_test.go
@@ -0,0 +1,280 @@
+package common
+
+import (
+	"os"
+	"path/filepath"
+	"testing"
+	"time"
+
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/require"
+)
+
+// newTestContainerUsage 在临时目录中构造 cgroup 文件，避免依赖运行环境的真实 cgroup。
+func newTestContainerUsage(t *testing.T, schedulableCPUs float64, files map[string]string) *containerUsage {
+	t.Helper()
+	root := t.TempDir()
+	for name, content := range files {
+		writeTestCgroupFile(t, filepath.Join(root, name), content)
+	}
+	return &containerUsage{cgroupRoot: root, schedulableCPUs: schedulableCPUs}
+}
+
+func writeTestCgroupFile(t *testing.T, path string, content string) {
+	t.Helper()
+	require.NoError(t, os.MkdirAll(filepath.Dir(path), 0o755))
+	require.NoError(t, os.WriteFile(path, []byte(content), 0o600))
+}
+
+func TestContainerCPUSaturation(t *testing.T) {
+	tests := []struct {
+		name            string
+		schedulableCPUs float64
+		files           map[string]string
+		usageFile       string
+		usageAfter      string
+		want            float64
+	}{
+		{
+			name:            "cgroup v2 quota",
+			schedulableCPUs: 4,
+			files:           map[string]string{"cpu.max": "200000 100000\n", "cpu.stat": "usage_usec 1000000\nuser_usec 900000\n"},
+			usageFile:       "cpu.stat",
+			usageAfter:      "usage_usec 6000000\n", // 5 秒用 1 核，配额 2 核
+			want:            50,
+		},
+		{
+			name:            "fractional quota",
+			schedulableCPUs: 4,
+			files:           map[string]string{"cpu.max": "50000 100000\n", "cpu.stat": "usage_usec 1000000\n"},
+			usageFile:       "cpu.stat",
+			usageAfter:      "usage_usec 3500000\n", // 5 秒用 0.5 核，配额 0.5 核
+			want:            100,
+		},
+		{
+			name:            "quota above schedulable CPUs",
+			schedulableCPUs: 1,
+			files:           map[string]string{"cpu.max": "200000 100000\n", "cpu.stat": "usage_usec 1000000\n"},
+			usageFile:       "cpu.stat",
+			usageAfter:      "usage_usec 6000000\n", // cpuset 只有 1 核，已打满
+			want:            100,
+		},
+		{
+			name:            "cgroup v1 quota",
+			schedulableCPUs: 4,
+			files: map[string]string{
+				"cpu/cpu.cfs_quota_us":  "200000\n",
+				"cpu/cpu.cfs_period_us": "100000\n",
+				"cpuacct/cpuacct.usage": "1000000000\n",
+			},
+			usageFile:  "cpuacct/cpuacct.usage",
+			usageAfter: "11000000000\n", // 纳秒：5 秒用 2 核
+			want:       100,
+		},
+	}
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			usage := newTestContainerUsage(t, tt.schedulableCPUs, tt.files)
+			base := time.Date(2026, 9, 11, 3, 0, 0, 0, time.UTC)
+			_, ok := usage.cpuSaturation(base)
+			assert.False(t, ok, "首次采样只建立基线")
+
+			writeTestCgroupFile(t, filepath.Join(usage.cgroupRoot, tt.usageFile), tt.usageAfter)
+			got, ok := usage.cpuSaturation(base.Add(5 * time.Second))
+			require.True(t, ok)
+			assert.InDelta(t, tt.want, got, 0.01)
+		})
+	}
+}
+
+func TestContainerCPUSaturationFallsBackWithoutQuota(t *testing.T) {
+	tests := []struct {
+		name  string
+		files map[string]string
+	}{
+		{name: "cgroup v2 unlimited", files: map[string]string{"cpu.max": "max 100000\n", "cpu.stat": "usage_usec 1000000\n"}},
+		{name: "cgroup v1 unlimited", files: map[string]string{"cpu/cpu.cfs_quota_us": "-1\n", "cpu/cpu.cfs_period_us": "100000\n", "cpuacct/cpuacct.usage": "1000\n"}},
+		{name: "no cgroup files"},
+	}
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			usage := newTestContainerUsage(t, 4, tt.files)
+			base := time.Date(2026, 9, 11, 3, 0, 0, 0, time.UTC)
+			usage.cpuSaturation(base)
+			_, ok := usage.cpuSaturation(base.Add(5 * time.Second))
+			assert.False(t, ok, "没有配额时交由调用方回退宿主机口径")
+		})
+	}
+}
+
+func TestContainerMemoryUsageUsesWorkingSet(t *testing.T) {
+	tests := []struct {
+		name  string
+		files map[string]string
+		want  float64
+	}{
+		{
+			name: "cgroup v2 excludes inactive file cache",
+			files: map[string]string{
+				"memory.current": "266338304\n",
+				"memory.max":     "268435456\n",
+				"memory.stat":    "anon 4435968\nfile 253362176\ninactive_file 251662336\n",
+			},
+			want: 5.4672,
+		},
+		{
+			name: "cgroup v2 high working set keeps protection",
+			files: map[string]string{
+				"memory.current": "255852544\n",
+				"memory.max":     "268435456\n",
+				"memory.stat":    "anon 254803968\ninactive_file 1048576\n",
+			},
+			want: 94.9219,
+		},
+		{
+			name: "cgroup v1 uses hierarchical inactive file cache",
+			files: map[string]string{
+				"memory/memory.usage_in_bytes": "805306368\n",
+				"memory/memory.limit_in_bytes": "1610612736\n",
+				"memory/memory.stat":           "inactive_file 999\ntotal_inactive_file 268435456\n",
+			},
+			want: 33.3333,
+		},
+		{
+			name: "cache larger than usage does not underflow",
+			files: map[string]string{
+				"memory.current": "1000\n",
+				"memory.max":     "268435456\n",
+				"memory.stat":    "inactive_file 2000\n",
+			},
+			want: 0,
+		},
+	}
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			got, ok := newTestContainerUsage(t, 4, tt.files).memoryUsage()
+			require.True(t, ok)
+			assert.InDelta(t, tt.want, got, 0.001)
+		})
+	}
+}
+
+func TestContainerMemoryUsageFallsBackWhenUnavailable(t *testing.T) {
+	limited := map[string]string{"memory.current": "266338304\n", "memory.max": "268435456\n"}
+	tests := []struct {
+		name  string
+		files map[string]string
+		stat  string
+	}{
+		{name: "cgroup v2 unlimited", files: map[string]string{"memory.current": "1000\n", "memory.max": "max\n"}, stat: "inactive_file 0\n"},
+		{name: "cgroup v1 unlimited", files: map[string]string{
+			"memory/memory.usage_in_bytes": "1000\n",
+			"memory/memory.limit_in_bytes": "9223372036854771712\n",
+			"memory/memory.stat":           "total_inactive_file 0\n",
+		}},
+		{name: "memory.stat missing", files: limited},
+		{name: "inactive file field missing", files: limited, stat: "anon 4435968\n"},
+		{name: "inactive file field corrupt", files: limited, stat: "inactive_file abc\n"},
+	}
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			usage := newTestContainerUsage(t, 4, tt.files)
+			if tt.stat != "" {
+				writeTestCgroupFile(t, filepath.Join(usage.cgroupRoot, "memory.stat"), tt.stat)
+			}
+			_, ok := usage.memoryUsage()
+			assert.False(t, ok, "拿不到可信工作集时交由调用方回退宿主机口径")
+		})
+	}
+}
+
+func TestSystemOverloadRequiresConsecutiveSamples(t *testing.T) {
+	config := PerformanceMonitorConfig{Enabled: true, CPUThreshold: 90, MemoryThreshold: 90, DiskThreshold: 95}
+	now := time.Date(2026, 9, 11, 3, 0, 0, 0, time.UTC)
+	cpuSamples := []struct {
+		usage        float64
+		wantOverload bool
+	}{
+		{usage: 95, wantOverload: false},
+		{usage: 95, wantOverload: false},
+		{usage: 95, wantOverload: true},
+		{usage: 95, wantOverload: true},
+		{usage: 50, wantOverload: false}, // 回落即恢复
+		{usage: 95, wantOverload: false}, // 重新累计
+		{usage: 95, wantOverload: false},
+		{usage: 95, wantOverload: true},
+	}
+
+	var detector overloadDetector
+	for i, sample := range cpuSamples {
+		status := SystemStatus{CPUUsage: sample.usage, SampledAt: now}
+		detector.mark(&status, config)
+		overload := CheckSystemOverload(status, config, now)
+		if !sample.wantOverload {
+			assert.Nil(t, overload, "sample %d", i+1)
+			continue
+		}
+		require.NotNil(t, overload, "sample %d", i+1)
+		assert.Equal(t, "system_cpu_overloaded", overload.Code)
+	}
+}
+
+func TestCheckSystemOverload(t *testing.T) {
+	now := time.Date(2026, 9, 11, 3, 0, 0, 0, time.UTC)
+	enabled := PerformanceMonitorConfig{Enabled: true, CPUThreshold: 90, MemoryThreshold: 90, DiskThreshold: 95}
+	cpuOverloaded := SystemStatus{CPUUsage: 99.5, CPUOverloaded: true, SampledAt: now}
+	tests := []struct {
+		name        string
+		status      SystemStatus
+		config      PerformanceMonitorConfig
+		wantCode    string
+		wantMessage string
+	}{
+		{
+			name:        "fresh cpu overload",
+			status:      cpuOverloaded,
+			config:      enabled,
+			wantCode:    "system_cpu_overloaded",
+			wantMessage: "system cpu overloaded (current: 99.5%, threshold: 90%)",
+		},
+		{
+			name:        "fresh memory overload",
+			status:      SystemStatus{MemoryUsage: 96.2, MemoryOverloaded: true, SampledAt: now},
+			config:      enabled,
+			wantCode:    "system_memory_overloaded",
+			wantMessage: "system memory overloaded (current: 96.2%, threshold: 90%)",
+		},
+		{
+			name:        "fresh disk overload",
+			status:      SystemStatus{DiskUsage: 97, DiskOverloaded: true, SampledAt: now},
+			config:      enabled,
+			wantCode:    "system_disk_overloaded",
+			wantMessage: "system disk overloaded (current: 97.0%, threshold: 95%)",
+		},
+		{
+			name:        "lowered threshold reports the active threshold",
+			status:      cpuOverloaded,
+			config:      PerformanceMonitorConfig{Enabled: true, CPUThreshold: 80},
+			wantCode:    "system_cpu_overloaded",
+			wantMessage: "system cpu overloaded (current: 99.5%, threshold: 80%)",
+		},
+		{name: "monitor disabled", status: cpuOverloaded, config: PerformanceMonitorConfig{Enabled: false, CPUThreshold: 90}},
+		{name: "cpu threshold disabled at runtime", status: cpuOverloaded, config: PerformanceMonitorConfig{Enabled: true, CPUThreshold: 0}},
+		{name: "cpu threshold raised above usage", status: cpuOverloaded, config: PerformanceMonitorConfig{Enabled: true, CPUThreshold: 100}},
+		{name: "stale sample", status: SystemStatus{CPUUsage: 99.5, CPUOverloaded: true, SampledAt: now.Add(-31 * time.Second)}, config: enabled},
+		{name: "missing sample", status: SystemStatus{CPUUsage: 99.5, CPUOverloaded: true}, config: enabled},
+		{name: "usage above threshold without consecutive samples", status: SystemStatus{CPUUsage: 99.5, SampledAt: now}, config: enabled},
+	}
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			overload := CheckSystemOverload(tt.status, tt.config, now)
+			if tt.wantCode == "" {
+				assert.Nil(t, overload)
+				return
+			}
+			require.NotNil(t, overload)
+			assert.Equal(t, tt.wantCode, overload.Code)
+			assert.Equal(t, tt.wantMessage, overload.Error())
+		})
+	}
+}
diff --git a/common/topup-ratio.go b/common/topup-ratio.go
index 2b60cde..6ac91c5 100644
--- a/common/topup-ratio.go
+++ b/common/topup-ratio.go
@@ -17,7 +17,7 @@ func TopupGroupRatio2JSONString() string {
 	defer topupGroupRatioMutex.RUnlock()
 	jsonBytes, err := json.Marshal(topupGroupRatio)
 	if err != nil {
-		SysError("error marshalling topup group ratio: " + err.Error())
+		SysError(LogText("error marshalling topup group ratio: %s", err.Error()))
 	}
 	return string(jsonBytes)
 }
@@ -34,7 +34,7 @@ func GetTopupGroupRatio(name string) float64 {
 	defer topupGroupRatioMutex.RUnlock()
 	ratio, ok := topupGroupRatio[name]
 	if !ok {
-		SysError("topup group ratio not found: " + name)
+		SysError(LogText("topup group ratio not found: %s", name))
 		return 1
 	}
 	return ratio
diff --git a/common/totp.go b/common/totp.go
index e772fa2..6d3cf8c 100644
--- a/common/totp.go
+++ b/common/totp.go
@@ -2,6 +2,7 @@ package common
 
 import (
 	"crypto/rand"
+	"errors"
 	"fmt"
 	"os"
 	"strconv"
@@ -130,12 +131,12 @@ func ValidateNumericCode(code string) (string, error) {
 	code = strings.ReplaceAll(code, " ", "")
 
 	if len(code) != 6 {
-		return "", fmt.Errorf("验证码必须是6位数字")
+		return "", errors.New("the verification code must be 6 digits")
 	}
 
 	// 检查是否为纯数字
 	if _, err := strconv.Atoi(code); err != nil {
-		return "", fmt.Errorf("验证码只能包含数字")
+		return "", errors.New("the verification code must contain only digits")
 	}
 
 	return code, nil
diff --git a/common/utils.go b/common/utils.go
index 4850d85..f3ea869 100644
--- a/common/utils.go
+++ b/common/utils.go
@@ -163,31 +163,6 @@ func Bytes2Size(num int64) string {
 	return numStr + " " + unit
 }
 
-func Seconds2Time(num int) (time string) {
-	if num/31104000 > 0 {
-		time += strconv.Itoa(num/31104000) + " 年 "
-		num %= 31104000
-	}
-	if num/2592000 > 0 {
-		time += strconv.Itoa(num/2592000) + " 个月 "
-		num %= 2592000
-	}
-	if num/86400 > 0 {
-		time += strconv.Itoa(num/86400) + " 天 "
-		num %= 86400
-	}
-	if num/3600 > 0 {
-		time += strconv.Itoa(num/3600) + " 小时 "
-		num %= 3600
-	}
-	if num/60 > 0 {
-		time += strconv.Itoa(num/60) + " 分钟 "
-		num %= 60
-	}
-	time += strconv.Itoa(num) + " 秒"
-	return
-}
-
 func Interface2String(inter any) string {
 	switch inter.(type) {
 	case string:
diff --git a/constant/channel.go b/constant/channel.go
index ec1e891..7549bc2 100644
--- a/constant/channel.go
+++ b/constant/channel.go
@@ -192,7 +192,7 @@ var ChannelTypeNames = map[int]string{
 	ChannelTypeJimeng:         "Jimeng",
 	ChannelTypeVidu:           "Vidu",
 	ChannelTypeSubmodel:       "Submodel",
-	ChannelTypeDoubaoVideo:    "DoubaoVideo",
+	ChannelTypeDoubaoVideo:    "Doubao",
 	ChannelTypeSora:           "Sora",
 	ChannelTypeReplicate:      "Replicate",
 	ChannelTypeCodex:          "ChatGPT Subscription (Codex)",
diff --git a/constant/context_key.go b/constant/context_key.go
index cd95f90..4189230 100644
--- a/constant/context_key.go
+++ b/constant/context_key.go
@@ -44,6 +44,11 @@ const (
 	ContextKeyChannelMultiKeyIndex     ContextKey = "channel_multi_key_index"
 	ContextKeyChannelKey               ContextKey = "channel_key"
 
+	// ContextKeyUpstreamRequestOrigin is the scheme and host of the last upstream
+	// request, which differs from the base URL for absolute Advanced Custom routes
+	// and for adaptors that build official endpoints themselves.
+	ContextKeyUpstreamRequestOrigin ContextKey = "upstream_request_origin"
+
 	ContextKeyAutoGroup           ContextKey = "auto_group"
 	ContextKeyAutoGroupIndex      ContextKey = "auto_group_index"
 	ContextKeyAutoGroupRetryIndex ContextKey = "auto_group_retry_index"
diff --git a/constant/endpoint_type.go b/constant/endpoint_type.go
index 50eed0d..8efe2ac 100644
--- a/constant/endpoint_type.go
+++ b/constant/endpoint_type.go
@@ -11,6 +11,8 @@ const (
 	EndpointTypeOpenAIResponse        = types.EndpointTypeOpenAIResponse
 	EndpointTypeOpenAIResponseCompact = types.EndpointTypeOpenAIResponseCompact
 	EndpointTypeOpenAIAlphaSearch     = types.EndpointTypeOpenAIAlphaSearch
+	EndpointTypeDeepSeekToolsSearch   = types.EndpointTypeDeepSeekToolsSearch
+	EndpointTypeDeepSeekToolsFetch    = types.EndpointTypeDeepSeekToolsFetch
 	EndpointTypeAnthropic             = types.EndpointTypeAnthropic
 	EndpointTypeGemini                = types.EndpointTypeGemini
 	EndpointTypeJinaRerank            = types.EndpointTypeJinaRerank
@@ -18,3 +20,10 @@ const (
 	EndpointTypeEmbeddings            = types.EndpointTypeEmbeddings
 	EndpointTypeOpenAIVideo           = types.EndpointTypeOpenAIVideo
 )
+
+// Model names the distributor assigns to /v1/tools/search and /v1/tools/fetch,
+// whose bodies carry no model. Channels serve the endpoints by listing them.
+const (
+	DeepSeekSearchModel = "deepseek-search"
+	DeepSeekFetchModel  = "deepseek-fetch"
+)
diff --git a/controller/access_token.go b/controller/access_token.go
index 8614115..af41a73 100644
--- a/controller/access_token.go
+++ b/controller/access_token.go
@@ -1,64 +1,343 @@
 package controller
 
 import (
+	"errors"
 	"net/http"
 	"strconv"
+	"strings"
+	"unicode/utf8"
 
 	"github.com/QuantumNous/new-api/common"
-	"github.com/QuantumNous/new-api/i18n"
 	"github.com/QuantumNous/new-api/middleware"
 	"github.com/QuantumNous/new-api/model"
 	"github.com/QuantumNous/new-api/service"
 	"github.com/gin-gonic/gin"
 )
 
-func GetAccessTokenStatus(c *gin.Context) {
-	status, err := model.GetUserAccessTokenStatus(c.GetInt("id"))
+// accessTokenMinLifetimeSecs is the shortest expiry a new access token may have.
+const accessTokenMinLifetimeSecs = 60 * 60
+
+type accessTokenItem struct {
+	model.UserAccessToken
+	Scopes []string `json:"scopes"`
+}
+
+type accessTokenCreateRequest struct {
+	Name      string   `json:"name"`
+	Scopes    []string `json:"scopes"`
+	ExpiresAt int64    `json:"expires_at"`
+}
+
+// accessTokenUpdateRequest renames a token; a present scopes field also
+// replaces its grant.
+type accessTokenUpdateRequest struct {
+	Name   string   `json:"name"`
+	Scopes []string `json:"scopes"`
+}
+
+func newAccessTokenItem(token *model.UserAccessToken) accessTokenItem {
+	scopes := token.GetScopes()
+	if scopes == nil {
+		scopes = []string{}
+	}
+	return accessTokenItem{UserAccessToken: *token, Scopes: scopes}
+}
+
+// writeAccessTokenError responds with a stable code and a web console message.
+func writeAccessTokenError(c *gin.Context, status int, code, key string, params ...map[string]any) {
+	common.ApiErrorStatus(c, status, common.NewMessage(key, params...), gin.H{"code": code})
+}
+
+// normalizeAccessTokenName returns the trimmed name, or false when it is empty
+// or longer than the 64-character column.
+func normalizeAccessTokenName(name string) (string, bool) {
+	name = strings.TrimSpace(name)
+	count := utf8.RuneCountInString(name)
+	return name, count > 0 && count <= 64
+}
+
+func ListAccessTokens(c *gin.Context) {
+	identity, ok := requireBrowserSession(c)
+	if !ok {
+		return
+	}
+	tokens, err := model.ListUserAccessTokens(identity.UserID)
 	if err != nil {
 		writeSecurityOperationError(c, err)
 		return
 	}
-	common.ApiSuccess(c, status)
+	items := make([]accessTokenItem, 0, len(tokens))
+	for i := range tokens {
+		items = append(items, newAccessTokenItem(&tokens[i]))
+	}
+	var legacy gin.H
+	if !model.LegacyAccessTokensRetired(common.GetTimestamp()) {
+		status, err := model.GetUserAccessTokenStatus(identity.UserID)
+		if err != nil {
+			writeSecurityOperationError(c, err)
+			return
+		}
+		if status.Exists {
+			legacy = gin.H{
+				"token_hint":   status.TokenHint,
+				"token_ref":    status.TokenRef,
+				"created_at":   status.CreatedAt,
+				"last_used_at": status.LastUsedAt,
+				"last_used_ip": status.LastUsedIp,
+				"retire_at":    model.LegacyAccessTokenRetireAt(),
+			}
+		}
+	}
+	common.ApiSuccess(c, gin.H{"items": items, "legacy": legacy})
 }
 
-func GenerateAccessToken(c *gin.Context) {
-	if middleware.RequireSecurityProof(c, service.VerificationOperation{Scope: service.VerificationScopeAccessTokenGenerate}) == nil {
+func GetAccessTokenCatalog(c *gin.Context) {
+	identity, ok := requireBrowserSession(c)
+	if !ok {
 		return
 	}
-	id := c.GetInt("id")
-	key, err := common.GenerateRandomKey(29 + common.GetRandomInt(4))
+	common.ApiSuccess(c, gin.H{
+		"groups":              service.AccessTokenCatalog(identity.UserID, c.GetInt("role")),
+		"max_tokens":          service.AccessTokenMaxPerUser,
+		"default_expiry_days": service.AccessTokenDefaultExpiryDays,
+	})
+}
+
+// GetAccessTokenScopes returns the unfiltered scope labels used to describe
+// stored grants, such as those in audit records.
+func GetAccessTokenScopes(c *gin.Context) {
+	if _, ok := requireBrowserSession(c); !ok {
+		return
+	}
+	common.ApiSuccess(c, gin.H{"resources": service.AccessTokenScopeDictionary()})
+}
+
+// CreateAccessToken validates the whole request before consuming the proof, so
+// a rejected grant never burns the user's verification.
+func CreateAccessToken(c *gin.Context) {
+	identity, ok := requireBrowserSession(c)
+	if !ok {
+		return
+	}
+	var req accessTokenCreateRequest
+	if err := common.DecodeJson(c.Request.Body, &req); err != nil {
+		writeAccessTokenError(c, http.StatusBadRequest, "INVALID_REQUEST", "Invalid request body.")
+		return
+	}
+	name, ok := normalizeAccessTokenName(req.Name)
+	if !ok {
+		writeAccessTokenError(c, http.StatusBadRequest, "ACCESS_TOKEN_NAME_INVALID", "Access token name must be 1 to 64 characters.")
+		return
+	}
+	now := common.GetTimestamp()
+	if req.ExpiresAt != 0 && req.ExpiresAt < now+accessTokenMinLifetimeSecs {
+		writeAccessTokenError(c, http.StatusBadRequest, "ACCESS_TOKEN_EXPIRY_INVALID", "Access token expiry must be at least one hour from now.")
+		return
+	}
+	scopes, err := service.NormalizeAccessTokenScopes(identity.UserID, c.GetInt("role"), req.Scopes)
+	switch {
+	case errors.Is(err, service.ErrAccessTokenScopeForbidden):
+		writeAccessTokenError(c, http.StatusBadRequest, "ACCESS_TOKEN_SCOPE_FORBIDDEN", "You cannot grant one or more of these permissions.")
+		return
+	case err != nil:
+		writeAccessTokenError(c, http.StatusBadRequest, "ACCESS_TOKEN_SCOPE_INVALID", "Select at least one valid permission.")
+		return
+	}
+	proofContext, err := common.Marshal(service.AccessTokenGenerateContext{Scopes: scopes, ExpiresAt: req.ExpiresAt})
 	if err != nil {
 		writeSecurityOperationError(c, err)
 		return
 	}
-	var existing int64
-	if err := model.DB.Model(&model.User{}).Where("access_token = ?", key).Count(&existing).Error; err != nil {
+	if middleware.RequireSecurityProof(c, service.VerificationOperation{Scope: service.VerificationScopeAccessTokenGenerate, Context: proofContext}) == nil {
+		return
+	}
+	suffix, err := common.GenerateRandomCharsKey(43)
+	if err != nil {
 		writeSecurityOperationError(c, err)
 		return
 	}
-	if existing != 0 {
-		common.ApiErrorI18n(c, i18n.MsgUuidDuplicate)
-		return
+	raw := model.AccessTokenPrefix + suffix
+	token := &model.UserAccessToken{
+		Name:      name,
+		TokenHash: model.AccessTokenFingerprint(raw),
+		TokenHint: model.AccessTokenHint(raw),
+		ExpiresAt: req.ExpiresAt,
+		CreatedAt: now,
 	}
-	if err := model.UpdateUserAccessToken(id, key); err != nil {
+	if err := token.SetScopes(scopes); err != nil {
 		writeSecurityOperationError(c, err)
 		return
 	}
-	recordUserSecurityAudit(c, id, "access_token.generate", map[string]any{"token_ref": model.AccessTokenFingerprint(key)})
-	c.JSON(http.StatusOK, gin.H{"success": true, "message": "", "data": key})
+	if err := model.CreateUserAccessToken(identity.UserID, token, service.AccessTokenMaxPerUser); err != nil {
+		if errors.Is(err, model.ErrAccessTokenLimit) {
+			writeAccessTokenError(c, http.StatusBadRequest, "ACCESS_TOKEN_LIMIT", "You can create at most {{count}} access tokens", map[string]any{"count": service.AccessTokenMaxPerUser})
+			return
+		}
+		writeSecurityOperationError(c, err)
+		return
+	}
+	recordUserSecurityAudit(c, identity.UserID, "access_token.generate", map[string]any{
+		"token_id":   token.Id,
+		"name":       token.Name,
+		"scopes":     scopes,
+		"expires_at": token.ExpiresAt,
+		"token_ref":  token.TokenHash,
+	})
+	common.ApiSuccess(c, gin.H{"token": raw, "item": newAccessTokenItem(token)})
 }
 
-func RevokeAccessToken(c *gin.Context) {
-	if middleware.RequireSecurityProof(c, service.VerificationOperation{Scope: service.VerificationScopeAccessTokenRevoke}) == nil {
+// UpdateAccessToken renames a token without verification. Changing the grant
+// is checked in full before the proof is consumed, like creation.
+func UpdateAccessToken(c *gin.Context) {
+	identity, ok := requireBrowserSession(c)
+	if !ok {
 		return
 	}
-	ref, err := model.RevokeUserAccessToken(c.GetInt("id"))
+	id, err := strconv.Atoi(c.Param("id"))
+	if err != nil || id <= 0 {
+		writeAccessTokenError(c, http.StatusNotFound, "ACCESS_TOKEN_NOT_FOUND", model.ErrAccessTokenNotFound.Error())
+		return
+	}
+	var req accessTokenUpdateRequest
+	if err := common.DecodeJson(c.Request.Body, &req); err != nil {
+		writeAccessTokenError(c, http.StatusBadRequest, "INVALID_REQUEST", "Invalid request body.")
+		return
+	}
+	name, ok := normalizeAccessTokenName(req.Name)
+	if !ok {
+		writeAccessTokenError(c, http.StatusBadRequest, "ACCESS_TOKEN_NAME_INVALID", "Access token name must be 1 to 64 characters.")
+		return
+	}
+	var scopes []string
+	var previous *model.UserAccessToken
+	if req.Scopes != nil {
+		previous, err = model.GetUserAccessToken(identity.UserID, id)
+		if errors.Is(err, model.ErrAccessTokenNotFound) {
+			writeAccessTokenError(c, http.StatusNotFound, "ACCESS_TOKEN_NOT_FOUND", model.ErrAccessTokenNotFound.Error())
+			return
+		}
+		if err != nil {
+			writeSecurityOperationError(c, err)
+			return
+		}
+		scopes, err = service.NormalizeAccessTokenScopes(identity.UserID, c.GetInt("role"), req.Scopes)
+		switch {
+		case errors.Is(err, service.ErrAccessTokenScopeForbidden):
+			writeAccessTokenError(c, http.StatusBadRequest, "ACCESS_TOKEN_SCOPE_FORBIDDEN", "You cannot grant one or more of these permissions.")
+			return
+		case err != nil:
+			writeAccessTokenError(c, http.StatusBadRequest, "ACCESS_TOKEN_SCOPE_INVALID", "Select at least one valid permission.")
+			return
+		}
+		proofContext, err := common.Marshal(service.AccessTokenUpdateContext{TokenID: id, Scopes: scopes})
+		if err != nil {
+			writeSecurityOperationError(c, err)
+			return
+		}
+		if middleware.RequireSecurityProof(c, service.VerificationOperation{Scope: service.VerificationScopeAccessTokenUpdate, Context: proofContext}) == nil {
+			return
+		}
+	}
+	token, err := model.UpdateUserAccessToken(identity.UserID, id, name, scopes)
+	if errors.Is(err, model.ErrAccessTokenNotFound) {
+		writeAccessTokenError(c, http.StatusNotFound, "ACCESS_TOKEN_NOT_FOUND", model.ErrAccessTokenNotFound.Error())
+		return
+	}
+	if err != nil {
+		writeSecurityOperationError(c, err)
+		return
+	}
+	if previous == nil {
+		recordUserSecurityAudit(c, identity.UserID, "access_token.rename", map[string]any{"token_id": token.Id, "name": token.Name})
+		common.ApiSuccess(c, newAccessTokenItem(token))
+		return
+	}
+	recordUserSecurityAudit(c, identity.UserID, "access_token.update", map[string]any{
+		"token_id":        token.Id,
+		"name":            token.Name,
+		"scopes":          scopes,
+		"previous_scopes": previous.GetScopes(),
+		"token_ref":       token.TokenHash,
+	})
+	common.ApiSuccess(c, newAccessTokenItem(token))
+}
+
+// DeleteAccessToken checks ownership before consuming the proof, so probing
+// other users' token IDs never burns a verification.
+func DeleteAccessToken(c *gin.Context) {
+	identity, ok := requireBrowserSession(c)
+	if !ok {
+		return
+	}
+	id, err := strconv.Atoi(c.Param("id"))
+	if err != nil || id <= 0 {
+		writeAccessTokenError(c, http.StatusNotFound, "ACCESS_TOKEN_NOT_FOUND", model.ErrAccessTokenNotFound.Error())
+		return
+	}
+	if _, err := model.GetUserAccessToken(identity.UserID, id); err != nil {
+		if errors.Is(err, model.ErrAccessTokenNotFound) {
+			writeAccessTokenError(c, http.StatusNotFound, "ACCESS_TOKEN_NOT_FOUND", model.ErrAccessTokenNotFound.Error())
+			return
+		}
+		writeSecurityOperationError(c, err)
+		return
+	}
+	proofContext, err := common.Marshal(service.AccessTokenRevokeContext{TokenID: id})
+	if err != nil {
+		writeSecurityOperationError(c, err)
+		return
+	}
+	if middleware.RequireSecurityProof(c, service.VerificationOperation{Scope: service.VerificationScopeAccessTokenRevoke, Context: proofContext}) == nil {
+		return
+	}
+	token, err := model.DeleteUserAccessToken(identity.UserID, id)
+	if errors.Is(err, model.ErrAccessTokenNotFound) {
+		writeAccessTokenError(c, http.StatusNotFound, "ACCESS_TOKEN_NOT_FOUND", model.ErrAccessTokenNotFound.Error())
+		return
+	}
+	if err != nil {
+		writeSecurityOperationError(c, err)
+		return
+	}
+	recordUserSecurityAudit(c, identity.UserID, "access_token.revoke", map[string]any{"token_id": token.Id, "name": token.Name, "token_ref": token.TokenHash})
+	common.ApiSuccess(c, nil)
+}
+
+// RevokeLegacyAccessToken removes the pre-scope users.access_token credential.
+// After the transition deadline the legacy token no longer exists for callers.
+func RevokeLegacyAccessToken(c *gin.Context) {
+	identity, ok := requireBrowserSession(c)
+	if !ok {
+		return
+	}
+	if model.LegacyAccessTokensRetired(common.GetTimestamp()) {
+		writeAccessTokenError(c, http.StatusNotFound, "ACCESS_TOKEN_NOT_FOUND", model.ErrAccessTokenNotFound.Error())
+		return
+	}
+	status, err := model.GetUserAccessTokenStatus(identity.UserID)
+	if err != nil {
+		writeSecurityOperationError(c, err)
+		return
+	}
+	if !status.Exists {
+		writeAccessTokenError(c, http.StatusNotFound, "ACCESS_TOKEN_NOT_FOUND", model.ErrAccessTokenNotFound.Error())
+		return
+	}
+	proofContext, err := common.Marshal(service.AccessTokenRevokeContext{Legacy: true})
+	if err != nil {
+		writeSecurityOperationError(c, err)
+		return
+	}
+	if middleware.RequireSecurityProof(c, service.VerificationOperation{Scope: service.VerificationScopeAccessTokenRevoke, Context: proofContext}) == nil {
+		return
+	}
+	ref, err := model.RevokeUserAccessToken(identity.UserID)
 	if err != nil {
 		writeSecurityOperationError(c, err)
 		return
 	}
 	if ref != "" {
-		recordUserSecurityAudit(c, c.GetInt("id"), "access_token.revoke", map[string]any{"token_ref": ref})
+		recordUserSecurityAudit(c, identity.UserID, "access_token.revoke", map[string]any{"legacy": true, "token_ref": ref})
 	}
 	common.ApiSuccess(c, nil)
 }
diff --git a/controller/access_token_audit_test.go b/controller/access_token_audit_test.go
index cc06aa2..dde4886 100644
--- a/controller/access_token_audit_test.go
+++ b/controller/access_token_audit_test.go
@@ -17,6 +17,7 @@ import (
 	"gorm.io/driver/clickhouse"
 
 	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/i18n"
 	"github.com/QuantumNous/new-api/middleware"
 	"github.com/QuantumNous/new-api/model"
 	"github.com/QuantumNous/new-api/service"
@@ -37,9 +38,12 @@ func setupAccessTokenAudit(t *testing.T) (*model.User, string) {
 	previousRedis := common.RedisEnabled
 	db, err := gorm.Open(sqlite.Open(":memory:"), &gorm.Config{})
 	require.NoError(t, err)
-	require.NoError(t, db.AutoMigrate(&model.User{}, &model.UserSession{}, &model.Log{}, &model.AuditLog{}, &model.CasbinRule{}, &model.AuthzRole{}))
+	require.NoError(t, i18n.Init())
+	require.NoError(t, db.AutoMigrate(&model.User{}, &model.UserSession{}, &model.Log{}, &model.AuditLog{}, &model.CasbinRule{}, &model.AuthzRole{}, &model.UserAccessToken{}, &model.Option{},
+		&model.AuthFlow{}, &model.TwoFA{}, &model.TwoFABackupCode{}, &model.PasskeyCredential{}, &model.UserOAuthBinding{}))
 	model.DB, model.LOG_DB = db, db
 	common.SetDatabaseTypes(common.DatabaseTypeSQLite, common.DatabaseTypeSQLite)
+	require.NoError(t, model.EnsureLegacyAccessTokenRetireAt(time.Now().Unix()))
 	common.RedisEnabled = false
 	previousMaster := common.IsMasterNode
 	common.IsMasterNode = true
@@ -66,56 +70,447 @@ func auditRequest(router http.Handler, method, path, token string) *httptest.Res
 	return response
 }
 
-func TestAccessTokenLifecycleAndLateRequests(t *testing.T) {
-	user, old := setupAccessTokenAudit(t)
+// newAccessTokenTestRouter mirrors the production paths, so the access token
+// route rules keyed by gin full path apply unchanged.
+func newAccessTokenTestRouter() *gin.Engine {
 	router := gin.New()
 	router.Use(middleware.RequestId(), middleware.AccessTokenAudit())
-	router.GET("/api/user/token/status", middleware.UserAuth(), GetAccessTokenStatus)
-	router.GET("/api/user/token", middleware.UserAuth(), GenerateAccessToken)
-	router.POST("/api/user/token", middleware.UserAuth(), GenerateAccessToken)
-	router.DELETE("/api/user/token", middleware.UserAuth(), RevokeAccessToken)
-	// Rotate during the handler, after authentication has captured the old PAT.
-	router.POST("/rotate-in-flight", middleware.UserAuth(), func(c *gin.Context) {
-		require.NoError(t, model.UpdateUserAccessToken(user.Id, "new-token"))
-		c.JSON(200, gin.H{"success": true})
-	})
-	status, err := model.GetUserAccessTokenStatus(user.Id)
-	require.NoError(t, err)
-	assert.True(t, status.Exists)
-	assert.Nil(t, status.CreatedAt)
-	assert.Nil(t, status.LastUsedAt)
-	assert.NotContains(t, auditRequest(router, "GET", "/api/user/token/status", old).Body.String(), old)
-	require.Equal(t, 200, auditRequest(router, "POST", "/rotate-in-flight", old).Code)
-	status, err = model.GetUserAccessTokenStatus(user.Id)
-	require.NoError(t, err)
-	assert.Equal(t, model.AccessTokenFingerprint("new-token"), status.TokenRef)
-	assert.NotNil(t, status.CreatedAt)
-	assert.Nil(t, status.LastUsedAt, "in-flight old requests must not mark the new generation as used")
-	assert.Equal(t, 401, auditRequest(router, "GET", "/api/user/token/status", old).Code)
-	for _, method := range []string{"POST", "GET", "DELETE"} {
-		response := auditRequest(router, method, "/api/user/token", "new-token")
-		assert.Equal(t, http.StatusForbidden, response.Code)
-		assert.Contains(t, response.Body.String(), `"code":"SECURITY_PROOF_INVALID"`)
-		stored, err := model.GetUserById(user.Id, true)
-		require.NoError(t, err)
-		assert.Equal(t, "new-token", stored.GetAccessToken(), "a PAT cannot manage itself without a dashboard verification")
+	api := router.Group("/api")
+	api.GET("/verify/methods", middleware.UserAuth(), GetVerificationMethods)
+	api.POST("/verify", middleware.UserAuth(), UniversalVerify)
+	userRoute := api.Group("/user")
+	selfRoute := userRoute.Group("/", middleware.UserAuth())
+	selfRoute.GET("/self", func(c *gin.Context) { common.ApiSuccess(c, gin.H{"id": c.GetInt("id")}) })
+	selfRoute.POST("/2fa/setup", Setup2FA)
+	selfRoute.POST("/2fa/disable", Disable2FA)
+	tokenRoute := selfRoute.Group("/access_tokens")
+	tokenRoute.GET("", ListAccessTokens)
+	tokenRoute.GET("/catalog", GetAccessTokenCatalog)
+	tokenRoute.GET("/scopes", GetAccessTokenScopes)
+	tokenRoute.POST("", CreateAccessToken)
+	tokenRoute.PATCH("/:id", UpdateAccessToken)
+	tokenRoute.DELETE("/:id", DeleteAccessToken)
+	tokenRoute.DELETE("/legacy", RevokeLegacyAccessToken)
+	adminRoute := userRoute.Group("/", middleware.AdminAuth())
+	adminRoute.DELETE("/:id", DeleteUser)
+	return router
+}
+
+func accessTokenRequest(router http.Handler, method, path, credential, proof, body string) *httptest.ResponseRecorder {
+	request := httptest.NewRequest(method, path, strings.NewReader(body))
+	request.Header.Set("Authorization", "Bearer "+credential)
+	request.Header.Set("Content-Type", "application/json")
+	if proof != "" {
+		request.Header.Set("X-Security-Proof", proof)
 	}
-	_, err = model.RevokeUserAccessToken(user.Id)
+	request.RemoteAddr = "192.0.2.8:4567"
+	response := httptest.NewRecorder()
+	router.ServeHTTP(response, request)
+	return response
+}
+
+func createScopedAccessToken(t *testing.T, userID int, expiresAt int64, scopes ...string) (string, *model.UserAccessToken) {
+	t.Helper()
+	suffix, err := common.GenerateRandomCharsKey(43)
 	require.NoError(t, err)
-	assert.Equal(t, 401, auditRequest(router, "GET", "/api/user/token/status", "new-token").Code)
-	ref, err := model.RevokeUserAccessToken(user.Id)
+	raw := model.AccessTokenPrefix + suffix
+	token := &model.UserAccessToken{Name: "test token", TokenHash: model.AccessTokenFingerprint(raw), TokenHint: model.AccessTokenHint(raw), ExpiresAt: expiresAt}
+	require.NoError(t, token.SetScopes(scopes))
+	require.NoError(t, model.CreateUserAccessToken(userID, token, service.AccessTokenMaxPerUser))
+	return raw, token
+}
+
+// createAccessTokenTestSession returns a browser session identity and the
+// dashboard JWT that carries it.
+func createAccessTokenTestSession(t *testing.T, userID int, sid string) (service.AuthIdentity, string) {
+	t.Helper()
+	now := time.Now().Unix()
+	require.NoError(t, model.CreateUserSession(&model.UserSession{SID: sid, UserID: userID, Version: 1, UserAuthVersion: 1, Status: model.UserSessionStatusActive, RefreshHash: "refresh-" + sid, LoginMethod: "password", LastActiveAt: now, ExpiresAt: now + 3600}))
+	identity := service.AuthIdentity{UserID: userID, SessionID: sid, UserAuthVersion: 1, SessionVersion: 1}
+	jwt, _, err := service.IssueAccessToken(identity)
 	require.NoError(t, err)
-	assert.Empty(t, ref, "repeated revocation is idempotent")
-	status, err = model.GetUserAccessTokenStatus(user.Id)
+	return identity, jwt
+}
+
+func issueAccessTokenGenerateProof(t *testing.T, identity service.AuthIdentity, expiresAt int64, scopes ...string) string {
+	t.Helper()
+	context, err := common.Marshal(service.AccessTokenGenerateContext{Scopes: scopes, ExpiresAt: expiresAt})
 	require.NoError(t, err)
-	assert.False(t, status.Exists)
-	assert.Nil(t, status.CreatedAt)
+	return issueSecurityEnrollmentProof(t, identity, service.VerificationOperation{Scope: service.VerificationScopeAccessTokenGenerate, Context: context}, "password")
+}
+
+func issueAccessTokenRevokeProof(t *testing.T, identity service.AuthIdentity, target service.AccessTokenRevokeContext) string {
+	t.Helper()
+	context, err := common.Marshal(target)
+	require.NoError(t, err)
+	return issueSecurityEnrollmentProof(t, identity, service.VerificationOperation{Scope: service.VerificationScopeAccessTokenRevoke, Context: context}, "password")
+}
+
+func issueAccessTokenUpdateProof(t *testing.T, identity service.AuthIdentity, tokenID int, scopes ...string) string {
+	t.Helper()
+	context, err := common.Marshal(service.AccessTokenUpdateContext{TokenID: tokenID, Scopes: scopes})
+	require.NoError(t, err)
+	return issueSecurityEnrollmentProof(t, identity, service.VerificationOperation{Scope: service.VerificationScopeAccessTokenUpdate, Context: context}, "password")
+}
+
+// setLegacyAccessTokenRetireAt moves the stored transition deadline the way an
+// operator restoring the option row would, then reloads it.
+func setLegacyAccessTokenRetireAt(t *testing.T, retireAt int64) {
+	t.Helper()
+	require.NoError(t, model.DB.Model(&model.Option{}).Where(&model.Option{Key: "LegacyAccessTokenRetireAt"}).Update("value", fmt.Sprint(retireAt)).Error)
+	require.NoError(t, model.EnsureLegacyAccessTokenRetireAt(time.Now().Unix()))
+	require.Equal(t, retireAt, model.LegacyAccessTokenRetireAt())
+}
+
+type accessTokenListResponse struct {
+	Success bool   `json:"success"`
+	Code    string `json:"code"`
+	Data    struct {
+		Items []struct {
+			Id       int      `json:"id"`
+			Name     string   `json:"name"`
+			TokenRef string   `json:"token_ref"`
+			Scopes   []string `json:"scopes"`
+		} `json:"items"`
+		Legacy *struct {
+			TokenRef string `json:"token_ref"`
+			RetireAt int64  `json:"retire_at"`
+		} `json:"legacy"`
+	} `json:"data"`
+}
+
+func TestAccessTokenLifecycleAndLateRequests(t *testing.T) {
+	user, legacy := setupAccessTokenAudit(t)
+	router := newAccessTokenTestRouter()
+	identity, browser := createAccessTokenTestSession(t, user.Id, "lifecycle-session")
+	scoped, scopedToken := createScopedAccessToken(t, user.Id, 0, "profile:read")
+	tokenPath := fmt.Sprintf("/api/user/access_tokens/%d", scopedToken.Id)
+	for _, credential := range []string{scoped, legacy} {
+		for _, endpoint := range []struct{ method, path string }{
+			{"GET", "/api/user/access_tokens"}, {"GET", "/api/user/access_tokens/catalog"}, {"GET", "/api/user/access_tokens/scopes"}, {"POST", "/api/user/access_tokens"},
+			{"PATCH", tokenPath}, {"DELETE", tokenPath}, {"DELETE", "/api/user/access_tokens/legacy"},
+		} {
+			response := accessTokenRequest(router, endpoint.method, endpoint.path, credential, "", `{"name":"renamed","scopes":["profile:read"],"expires_at":0}`)
+			assert.Equal(t, http.StatusForbidden, response.Code, endpoint.method+" "+endpoint.path)
+			assert.Contains(t, response.Body.String(), `"code":"AUTH_SESSION_REQUIRED"`)
+		}
+	}
+	tokens, err := model.ListUserAccessTokens(user.Id)
+	require.NoError(t, err)
+	require.Len(t, tokens, 1)
+	assert.Equal(t, "test token", tokens[0].Name, "an access token cannot manage access tokens")
+
+	response := accessTokenRequest(router, "GET", "/api/user/access_tokens", browser, "", "")
+	require.Equal(t, http.StatusOK, response.Code)
+	for _, secret := range []string{scoped, legacy} {
+		assert.NotContains(t, response.Body.String(), secret)
+	}
+	var listed accessTokenListResponse
+	require.NoError(t, common.Unmarshal(response.Body.Bytes(), &listed))
+	require.Len(t, listed.Data.Items, 1)
+	assert.Equal(t, scopedToken.TokenHash, listed.Data.Items[0].TokenRef)
+	assert.Equal(t, []string{"profile:read"}, listed.Data.Items[0].Scopes)
+	require.NotNil(t, listed.Data.Legacy)
+	assert.Equal(t, model.AccessTokenFingerprint(legacy), listed.Data.Legacy.TokenRef)
+	assert.Equal(t, model.LegacyAccessTokenRetireAt(), listed.Data.Legacy.RetireAt)
+
+	// A token id only resolves among the caller's own tokens.
+	other := &model.User{Username: "audit-other", Password: "placeholder", Role: common.RoleCommonUser, Status: common.UserStatusEnabled, Group: "default", AuthVersion: 1, AffCode: "audit-other"}
+	require.NoError(t, model.DB.Create(other).Error)
+	otherRaw, otherToken := createScopedAccessToken(t, other.Id, 0, "profile:read")
+	otherProof := issueAccessTokenRevokeProof(t, identity, service.AccessTokenRevokeContext{TokenID: otherToken.Id})
+	response = accessTokenRequest(router, "DELETE", fmt.Sprintf("/api/user/access_tokens/%d", otherToken.Id), browser, otherProof, "")
+	assert.Equal(t, http.StatusNotFound, response.Code)
+	assert.Contains(t, response.Body.String(), `"code":"ACCESS_TOKEN_NOT_FOUND"`)
+	assert.Equal(t, http.StatusOK, accessTokenRequest(router, "GET", "/api/user/self", otherRaw, "", "").Code)
+
+	// A revoke proof names one target and is not spent on another one.
+	proof := issueAccessTokenRevokeProof(t, identity, service.AccessTokenRevokeContext{TokenID: scopedToken.Id})
+	response = accessTokenRequest(router, "DELETE", "/api/user/access_tokens/legacy", browser, proof, "")
+	assert.Contains(t, response.Body.String(), `"code":"SECURITY_PROOF_CONTEXT_MISMATCH"`)
+	assert.Equal(t, http.StatusOK, accessTokenRequest(router, "GET", "/api/user/self", legacy, "", "").Code)
+	response = accessTokenRequest(router, "DELETE", tokenPath, browser, proof, "")
+	require.Equal(t, http.StatusOK, response.Code, response.Body.String())
+	assert.Equal(t, http.StatusUnauthorized, accessTokenRequest(router, "GET", "/api/user/self", scoped, "", "").Code)
+	response = accessTokenRequest(router, "DELETE", tokenPath, browser, proof, "")
+	assert.Equal(t, http.StatusNotFound, response.Code)
+	assert.Contains(t, response.Body.String(), `"code":"ACCESS_TOKEN_NOT_FOUND"`)
+
+	legacyProof := issueAccessTokenRevokeProof(t, identity, service.AccessTokenRevokeContext{Legacy: true})
+	response = accessTokenRequest(router, "DELETE", "/api/user/access_tokens/legacy", browser, legacyProof, "")
+	require.Equal(t, http.StatusOK, response.Code, response.Body.String())
+	assert.Equal(t, http.StatusUnauthorized, accessTokenRequest(router, "GET", "/api/user/self", legacy, "", "").Code)
+	response = accessTokenRequest(router, "GET", "/api/user/access_tokens", browser, "", "")
+	listed = accessTokenListResponse{}
+	require.NoError(t, common.Unmarshal(response.Body.Bytes(), &listed))
+	assert.Empty(t, listed.Data.Items)
+	assert.Nil(t, listed.Data.Legacy)
+
+	// After the deadline a stored legacy value is inert: it is neither listed,
+	// revocable nor accepted, and the column itself is left untouched.
+	require.NoError(t, model.DB.Model(&model.User{}).Where("id = ?", user.Id).Update("access_token", legacy).Error)
+	assert.Equal(t, http.StatusOK, accessTokenRequest(router, "GET", "/api/user/self", legacy, "", "").Code)
+	retireAt := model.LegacyAccessTokenRetireAt()
+	setLegacyAccessTokenRetireAt(t, time.Now().Unix()-1)
+	t.Cleanup(func() { setLegacyAccessTokenRetireAt(t, retireAt) })
+	response = accessTokenRequest(router, "GET", "/api/user/access_tokens", browser, "", "")
+	listed = accessTokenListResponse{}
+	require.NoError(t, common.Unmarshal(response.Body.Bytes(), &listed))
+	assert.Nil(t, listed.Data.Legacy)
+	legacyProof = issueAccessTokenRevokeProof(t, identity, service.AccessTokenRevokeContext{Legacy: true})
+	response = accessTokenRequest(router, "DELETE", "/api/user/access_tokens/legacy", browser, legacyProof, "")
+	assert.Equal(t, http.StatusNotFound, response.Code)
+	response = accessTokenRequest(router, "GET", "/api/user/self", legacy, "", "")
+	assert.Equal(t, http.StatusUnauthorized, response.Code)
+	assert.Contains(t, response.Body.String(), `"code":"ACCESS_TOKEN_LEGACY_RETIRED"`)
+	stored, err := model.GetUserById(user.Id, true)
+	require.NoError(t, err)
+	assert.Equal(t, legacy, stored.GetAccessToken())
+
+	var revoked []model.AuditLog
+	require.NoError(t, model.LOG_DB.Where("action = ?", "access_token.revoke").Order("id").Find(&revoked).Error)
+	require.Len(t, revoked, 2)
+	for i, want := range []string{
+		fmt.Sprintf(`"token_ref":"%s"`, scopedToken.TokenHash),
+		fmt.Sprintf(`"legacy":true,"token_ref":"%s"`, model.AccessTokenFingerprint(legacy)),
+	} {
+		require.NotNil(t, revoked[i].Other.Op)
+		params, err := common.Marshal(revoked[i].Other.Op.Params)
+		require.NoError(t, err)
+		assert.Contains(t, string(params), want)
+	}
 	var history []model.AuditLog
 	require.NoError(t, model.LOG_DB.Find(&history).Error)
-	require.NotEmpty(t, history)
 	encoded, err := common.Marshal(history)
 	require.NoError(t, err)
-	for _, secret := range []string{old, "new-token", "body-must-not-be-logged", "Authorization"} {
+	for _, secret := range []string{scoped, legacy, browser, proof, legacyProof, otherRaw, otherProof, "Authorization"} {
+		assert.NotContains(t, string(encoded), secret)
+	}
+}
+
+// The scope dictionary labels stored grants, so it must not shrink to what the
+// viewer can grant today.
+func TestAccessTokenScopeDictionaryIgnoresTheViewersGrants(t *testing.T) {
+	user, _ := setupAccessTokenAudit(t)
+	require.NoError(t, model.DB.Model(user).Update("role", common.RoleCommonUser).Error)
+	router := newAccessTokenTestRouter()
+	_, browser := createAccessTokenTestSession(t, user.Id, "dictionary-session")
+	response := accessTokenRequest(router, "GET", "/api/user/access_tokens/scopes", browser, "", "")
+	require.Equal(t, http.StatusOK, response.Code, response.Body.String())
+	var dictionary struct {
+		Data struct {
+			Resources []struct {
+				Resource string `json:"resource"`
+				LabelKey string `json:"label_key"`
+				Actions  []struct {
+					Action   string `json:"action"`
+					LabelKey string `json:"label_key"`
+				} `json:"actions"`
+			} `json:"resources"`
+		} `json:"data"`
+	}
+	require.NoError(t, common.Unmarshal(response.Body.Bytes(), &dictionary))
+	labels := map[string]string{}
+	for _, resource := range dictionary.Data.Resources {
+		for _, action := range resource.Actions {
+			labels[resource.Resource+":"+action.Action] = resource.LabelKey + " / " + action.LabelKey
+		}
+	}
+	assert.Equal(t, "Profile / View", labels["profile:read"])
+	assert.Equal(t, "API keys / Reveal full keys", labels["api_key:reveal"])
+	assert.Equal(t, "Users / Edit", labels["user:write"])
+	assert.Equal(t, "System settings / Edit", labels["option:write"])
+	for _, permission := range authz.AllPermissions() {
+		assert.Contains(t, labels, service.AccessTokenScopeOf(permission))
+	}
+
+	response = accessTokenRequest(router, "GET", "/api/user/access_tokens/catalog", browser, "", "")
+	require.Equal(t, http.StatusOK, response.Code, response.Body.String())
+	assert.NotContains(t, response.Body.String(), `"resource":"user"`, "the grant catalog stays filtered")
+}
+
+func TestAccessTokenCreationChecksGrantBeforeConsumingProof(t *testing.T) {
+	user, legacy := setupAccessTokenAudit(t)
+	router := newAccessTokenTestRouter()
+	identity, browser := createAccessTokenTestSession(t, user.Id, "create-session")
+	response := accessTokenRequest(router, "POST", "/api/user/access_tokens", browser, "", `{"name":"ci","scopes":["profile:read"],"expires_at":0}`)
+	assert.Equal(t, http.StatusForbidden, response.Code)
+	assert.Contains(t, response.Body.String(), `"code":"SECURITY_PROOF_REQUIRED"`)
+	expiresAt := time.Now().Unix() + 7*24*60*60
+	for _, test := range []struct {
+		name, body, code string
+		role, status     int
+		proofScopes      []string
+		proofExpiry      int64
+	}{
+		{"common user cannot grant user management", `{"name":"ci","scopes":["user:write"],"expires_at":0}`, "ACCESS_TOKEN_SCOPE_FORBIDDEN", common.RoleCommonUser, http.StatusBadRequest, []string{"user:write"}, 0},
+		{"administrator cannot grant a permission they lack", `{"name":"ci","scopes":["channel:sensitive_write"],"expires_at":0}`, "ACCESS_TOKEN_SCOPE_FORBIDDEN", common.RoleAdminUser, http.StatusBadRequest, []string{"channel:sensitive_write"}, 0},
+		{"unknown scope", `{"name":"ci","scopes":["profile:admin"],"expires_at":0}`, "ACCESS_TOKEN_SCOPE_INVALID", common.RoleAdminUser, http.StatusBadRequest, []string{"profile:admin"}, 0},
+		{"empty grant", `{"name":"ci","scopes":[],"expires_at":0}`, "ACCESS_TOKEN_SCOPE_INVALID", common.RoleAdminUser, http.StatusBadRequest, []string{"profile:read"}, 0},
+		{"expiry under one hour", fmt.Sprintf(`{"name":"ci","scopes":["profile:read"],"expires_at":%d}`, time.Now().Unix()+60), "ACCESS_TOKEN_EXPIRY_INVALID", common.RoleAdminUser, http.StatusBadRequest, []string{"profile:read"}, time.Now().Unix() + 60},
+		{"blank name", `{"name":"  ","scopes":["profile:read"],"expires_at":0}`, "ACCESS_TOKEN_NAME_INVALID", common.RoleAdminUser, http.StatusBadRequest, []string{"profile:read"}, 0},
+		{"proof for other scopes", `{"name":"ci","scopes":["profile:read","usage:read"],"expires_at":0}`, "SECURITY_PROOF_CONTEXT_MISMATCH", common.RoleAdminUser, http.StatusForbidden, []string{"profile:read"}, 0},
+		{"proof for other expiry", fmt.Sprintf(`{"name":"ci","scopes":["profile:read"],"expires_at":%d}`, expiresAt), "SECURITY_PROOF_CONTEXT_MISMATCH", common.RoleAdminUser, http.StatusForbidden, []string{"profile:read"}, 0},
+	} {
+		t.Run(test.name, func(t *testing.T) {
+			require.NoError(t, model.DB.Model(user).Update("role", test.role).Error)
+			proof := issueAccessTokenGenerateProof(t, identity, test.proofExpiry, test.proofScopes...)
+			response := accessTokenRequest(router, "POST", "/api/user/access_tokens", browser, proof, test.body)
+			assert.Equal(t, test.status, response.Code)
+			assert.Contains(t, response.Body.String(), `"code":"`+test.code+`"`)
+			var consumed int64
+			require.NoError(t, model.DB.Model(&model.AuthFlow{}).Where("consumed_at IS NOT NULL").Count(&consumed).Error)
+			assert.Zero(t, consumed, "a rejected grant must not spend the verification")
+		})
+	}
+	tokens, err := model.ListUserAccessTokens(user.Id)
+	require.NoError(t, err)
+	assert.Empty(t, tokens)
+
+	require.NoError(t, model.DB.Model(user).Update("role", common.RoleAdminUser).Error)
+	proof := issueAccessTokenGenerateProof(t, identity, 0, "usage:read", "profile:read")
+	response = accessTokenRequest(router, "POST", "/api/user/access_tokens", browser, proof, `{"name":" ci ","scopes":["profile:read","usage:read","profile:read"],"expires_at":0}`)
+	require.Equal(t, http.StatusOK, response.Code, response.Body.String())
+	var created struct {
+		Data struct {
+			Token string `json:"token"`
+			Item  struct {
+				Id        int      `json:"id"`
+				Name      string   `json:"name"`
+				TokenRef  string   `json:"token_ref"`
+				TokenHint string   `json:"token_hint"`
+				ExpiresAt int64    `json:"expires_at"`
+				Scopes    []string `json:"scopes"`
+			} `json:"item"`
+		} `json:"data"`
+	}
+	require.NoError(t, common.Unmarshal(response.Body.Bytes(), &created))
+	raw := created.Data.Token
+	require.True(t, strings.HasPrefix(raw, model.AccessTokenPrefix))
+	assert.Len(t, raw, len(model.AccessTokenPrefix)+43)
+	assert.Equal(t, "ci", created.Data.Item.Name)
+	assert.Equal(t, []string{"profile:read", "usage:read"}, created.Data.Item.Scopes)
+	assert.Zero(t, created.Data.Item.ExpiresAt, "expires_at 0 creates a token that never expires")
+	assert.Equal(t, model.AccessTokenFingerprint(raw), created.Data.Item.TokenRef)
+	assert.Equal(t, raw[len(raw)-4:], created.Data.Item.TokenHint)
+	var columns []map[string]any
+	require.NoError(t, model.DB.Table("user_access_tokens").Find(&columns).Error)
+	require.Len(t, columns, 1)
+	encodedRow, err := common.Marshal(columns[0])
+	require.NoError(t, err)
+	assert.NotContains(t, string(encodedRow), raw, "the database stores only the token hash")
+	response = accessTokenRequest(router, "POST", "/api/user/access_tokens", browser, proof, `{"name":"ci","scopes":["profile:read","usage:read"],"expires_at":0}`)
+	assert.Contains(t, response.Body.String(), `"code":"SECURITY_PROOF_CONSUMED"`)
+	assert.Equal(t, http.StatusOK, accessTokenRequest(router, "GET", "/api/user/self", raw, "", "").Code)
+	stored, err := model.GetUserById(user.Id, true)
+	require.NoError(t, err)
+	assert.Equal(t, legacy, stored.GetAccessToken(), "creating a token never replaces the legacy token")
+
+	var generated model.AuditLog
+	require.NoError(t, model.LOG_DB.Where("action = ?", "access_token.generate").First(&generated).Error)
+	require.NotNil(t, generated.Other.Op)
+	params, err := common.Marshal(generated.Other.Op.Params)
+	require.NoError(t, err)
+	assert.Contains(t, string(params), fmt.Sprintf(`"token_ref":"%s"`, created.Data.Item.TokenRef))
+	assert.Contains(t, string(params), `"scopes":["profile:read","usage:read"]`)
+	var history []model.AuditLog
+	require.NoError(t, model.LOG_DB.Find(&history).Error)
+	encoded, err := common.Marshal(history)
+	require.NoError(t, err)
+	for _, secret := range []string{raw, browser, proof} {
+		assert.NotContains(t, string(encoded), secret)
+	}
+}
+
+func TestAccessTokenUpdateRenamesFreelyAndChangesGrantOnlyWithProof(t *testing.T) {
+	user, _ := setupAccessTokenAudit(t)
+	router := newAccessTokenTestRouter()
+	identity, browser := createAccessTokenTestSession(t, user.Id, "update-session")
+	raw, token := createScopedAccessToken(t, user.Id, 0, "profile:read")
+	tokenPath := fmt.Sprintf("/api/user/access_tokens/%d", token.Id)
+	other := &model.User{Username: "audit-other", Password: "placeholder", Role: common.RoleCommonUser, Status: common.UserStatusEnabled, Group: "default", AuthVersion: 1, AffCode: "audit-other"}
+	require.NoError(t, model.DB.Create(other).Error)
+	_, otherToken := createScopedAccessToken(t, other.Id, 0, "profile:read")
+
+	response := accessTokenRequest(router, "PATCH", tokenPath, browser, "", `{"name":" renamed "}`)
+	require.Equal(t, http.StatusOK, response.Code, response.Body.String())
+	stored, err := model.GetUserAccessToken(user.Id, token.Id)
+	require.NoError(t, err)
+	assert.Equal(t, "renamed", stored.Name)
+	assert.Equal(t, []string{"profile:read"}, stored.GetScopes(), "a rename keeps the grant")
+
+	response = accessTokenRequest(router, "PATCH", tokenPath, browser, "", `{"name":"ci","scopes":["usage:read"]}`)
+	assert.Equal(t, http.StatusForbidden, response.Code)
+	assert.Contains(t, response.Body.String(), `"code":"SECURITY_PROOF_REQUIRED"`)
+
+	generateProof := issueAccessTokenGenerateProof(t, identity, 0, "usage:read")
+	for _, test := range []struct {
+		name, path, body, proof, code string
+		status                        int
+	}{
+		{"permission the owner lacks", tokenPath, `{"name":"ci","scopes":["channel:sensitive_write"]}`, issueAccessTokenUpdateProof(t, identity, token.Id, "channel:sensitive_write"), "ACCESS_TOKEN_SCOPE_FORBIDDEN", http.StatusBadRequest},
+		{"empty grant", tokenPath, `{"name":"ci","scopes":[]}`, issueAccessTokenUpdateProof(t, identity, token.Id, "profile:read"), "ACCESS_TOKEN_SCOPE_INVALID", http.StatusBadRequest},
+		{"another user's token", fmt.Sprintf("/api/user/access_tokens/%d", otherToken.Id), `{"name":"ci","scopes":["usage:read"]}`, issueAccessTokenUpdateProof(t, identity, otherToken.Id, "usage:read"), "ACCESS_TOKEN_NOT_FOUND", http.StatusNotFound},
+		{"proof for another token", tokenPath, `{"name":"ci","scopes":["usage:read"]}`, issueAccessTokenUpdateProof(t, identity, otherToken.Id, "usage:read"), "SECURITY_PROOF_CONTEXT_MISMATCH", http.StatusForbidden},
+		{"proof for another grant", tokenPath, `{"name":"ci","scopes":["usage:read"]}`, issueAccessTokenUpdateProof(t, identity, token.Id, "profile:read"), "SECURITY_PROOF_CONTEXT_MISMATCH", http.StatusForbidden},
+		{"creation proof", tokenPath, `{"name":"ci","scopes":["usage:read"]}`, generateProof, "SECURITY_PROOF_SCOPE_MISMATCH", http.StatusForbidden},
+	} {
+		t.Run(test.name, func(t *testing.T) {
+			response := accessTokenRequest(router, "PATCH", test.path, browser, test.proof, test.body)
+			assert.Equal(t, test.status, response.Code)
+			assert.Contains(t, response.Body.String(), `"code":"`+test.code+`"`)
+			var consumed int64
+			require.NoError(t, model.DB.Model(&model.AuthFlow{}).Where("consumed_at IS NOT NULL").Count(&consumed).Error)
+			assert.Zero(t, consumed, "a rejected change must not spend the verification")
+		})
+	}
+	stored, err = model.GetUserAccessToken(user.Id, token.Id)
+	require.NoError(t, err)
+	assert.Equal(t, "renamed", stored.Name, "a rejected grant change does not apply the rename either")
+	assert.Equal(t, []string{"profile:read"}, stored.GetScopes())
+
+	assert.Equal(t, http.StatusOK, accessTokenRequest(router, "GET", "/api/user/self", raw, "", "").Code)
+	// The proof binds the grant as a set, so its order and repeats do not matter.
+	widenProof := issueAccessTokenUpdateProof(t, identity, token.Id, "usage:read", "profile:read", "profile:read")
+	response = accessTokenRequest(router, "PATCH", tokenPath, browser, widenProof, `{"name":"ci","scopes":["profile:read","usage:read"]}`)
+	require.Equal(t, http.StatusOK, response.Code, response.Body.String())
+	stored, err = model.GetUserAccessToken(user.Id, token.Id)
+	require.NoError(t, err)
+	assert.Equal(t, []string{"profile:read", "usage:read"}, stored.GetScopes())
+
+	proof := issueAccessTokenUpdateProof(t, identity, token.Id, "usage:read")
+	response = accessTokenRequest(router, "PATCH", tokenPath, browser, proof, `{"name":"ci","scopes":["usage:read"," usage:read"]}`)
+	require.Equal(t, http.StatusOK, response.Code, response.Body.String())
+	var updated struct {
+		Data struct {
+			Name   string   `json:"name"`
+			Scopes []string `json:"scopes"`
+		} `json:"data"`
+	}
+	require.NoError(t, common.Unmarshal(response.Body.Bytes(), &updated))
+	assert.Equal(t, "ci", updated.Data.Name)
+	assert.Equal(t, []string{"usage:read"}, updated.Data.Scopes)
+	response = accessTokenRequest(router, "GET", "/api/user/self", raw, "", "")
+	assert.Equal(t, http.StatusForbidden, response.Code, "a narrowed grant applies to the next request")
+	assert.Contains(t, response.Body.String(), `"code":"ACCESS_TOKEN_SCOPE_DENIED"`)
+	response = accessTokenRequest(router, "PATCH", tokenPath, browser, proof, `{"name":"ci","scopes":["usage:read"]}`)
+	assert.Contains(t, response.Body.String(), `"code":"SECURITY_PROOF_CONSUMED"`)
+
+	var audits []model.AuditLog
+	require.NoError(t, model.LOG_DB.Where("action IN ?", []string{"access_token.rename", "access_token.update"}).Order("id").Find(&audits).Error)
+	require.Len(t, audits, 3)
+	assert.Equal(t, "access_token.rename", audits[0].Action)
+	assert.Equal(t, "access_token.update", audits[1].Action)
+	assert.Equal(t, "access_token.update", audits[2].Action)
+	require.NotNil(t, audits[2].Other.Op)
+	params, err := common.Marshal(audits[2].Other.Op.Params)
+	require.NoError(t, err)
+	assert.Contains(t, string(params), `"previous_scopes":["profile:read","usage:read"]`)
+	assert.Contains(t, string(params), `"scopes":["usage:read"]`)
+	assert.Contains(t, string(params), fmt.Sprintf(`"token_ref":"%s"`, token.TokenHash))
+	encoded, err := common.Marshal(audits)
+	require.NoError(t, err)
+	for _, secret := range []string{raw, browser, widenProof, proof, generateProof} {
 		assert.NotContains(t, string(encoded), secret)
 	}
 }
@@ -226,7 +621,6 @@ func TestAuditIsolationVisibilityAndFailureContracts(t *testing.T) {
 	require.Error(t, err, "audit query failure must not look like never used")
 	model.LOG_DB.Callback().Query().Remove("audit:fail")
 	require.NoError(t, model.DB.Callback().Update().Before("gorm:update").Register("audit:write-fail", func(tx *gorm.DB) { tx.AddError(errors.New("write unavailable")) }))
-	require.Error(t, model.UpdateUserAccessToken(user.Id, "replacement"))
 	_, err = model.RevokeUserAccessToken(user.Id)
 	require.Error(t, err)
 	model.DB.Callback().Update().Remove("audit:write-fail")
@@ -347,7 +741,7 @@ func TestSecurityAndOperationEventsUseAuditTable(t *testing.T) {
 	recordManageAudit(c, "option.update", map[string]any{"key": "safe"})
 	recordSubscriptionResetUserLogs(c, &model.SubscriptionResetResult{ResetCount: 1, PlanId: 1, PlanTitle: "Plan", AffectedUserIds: []int{user.Id}}, &model.AuditAdminInfo{AdminID: user.Id})
 	for _, typ := range []int{model.LogTypeTopup, model.LogTypeConsume, model.LogTypeRefund, model.LogTypeSystem} {
-		model.RecordLog(user.Id, typ, "business entry")
+		model.RecordLog(user.Id, typ, common.NewMessage("business entry"))
 	}
 	var audits []model.AuditLog
 	require.NoError(t, model.LOG_DB.Find(&audits).Error)
@@ -703,8 +1097,21 @@ func TestAuditDatabaseMatrix(t *testing.T) {
 						require.NoError(t, db.First(&old).Error)
 						assert.Equal(t, "historical login", old.Content)
 					}
-					require.NoError(t, model.UpdateUserAccessToken(1, "matrix-token"))
+					require.NoError(t, db.Model(&model.User{}).Where("id = ?", 1).Update("access_token", "matrix-token").Error)
 					require.Error(t, db.Create(&model.User{Username: "duplicate", Password: "placeholder", AffCode: "duplicate-aff", AccessToken: common.GetPointer("matrix-token")}).Error, "PAT uniqueness must survive upgrade")
+					scoped, scopedToken := createScopedAccessToken(t, 1, 0, "profile:read")
+					found, err := model.FindUserAccessTokenByHash(model.AccessTokenFingerprint(scoped))
+					require.NoError(t, err)
+					assert.Equal(t, scopedToken.Id, found.Id)
+					assert.Equal(t, []string{"profile:read"}, found.GetScopes())
+					require.Error(t, db.Create(&model.UserAccessToken{UserId: 1, Name: "duplicate", TokenHash: scopedToken.TokenHash, TokenHint: "dupe", Scopes: found.Scopes}).Error, "token hashes stay unique")
+					model.RecordAuditLog(nil, model.AuditLog{ActorRole: common.RoleAdminUser, UserId: 1, Username: "owner", CreatedAt: 99, Category: model.AuditCategoryAccessToken, TokenRef: scopedToken.TokenHash, Ip: "192.0.2.1", Success: true})
+					byRef, _, err := model.GetAuditLogs(model.AuditLogFilter{UserId: 1, TokenRef: scopedToken.TokenHash}, 0, 10, common.RoleCommonUser)
+					require.NoError(t, err)
+					require.Len(t, byRef, 1, "audit rows of a scoped token are found by its token_ref")
+					_, err = model.DeleteUserAccessToken(1, scopedToken.Id)
+					require.NoError(t, err)
+					require.NoError(t, model.LOG_DB.Where("token_ref = ?", scopedToken.TokenHash).Delete(&model.AuditLog{}).Error)
 					for _, timestamp := range []int64{101, 102, 103} {
 						model.RecordAuditLog(nil, model.AuditLog{ActorRole: common.RoleAdminUser, UserId: 1, Username: "owner", CreatedAt: timestamp, Category: model.AuditCategoryAccessToken, TokenRef: model.AccessTokenFingerprint("matrix-token"), Ip: "192.0.2.1", Success: timestamp != 102})
 					}
@@ -788,7 +1195,7 @@ func TestIndependentAuditLogStores(t *testing.T) {
 					require.NoError(t, model.LOG_DB.Where("request_id = ?", "legacy-split-request").Take(&old).Error)
 					assert.Equal(t, "retained historical login", old.Content)
 				}
-				require.NoError(t, model.UpdateUserAccessToken(1, "independent-pat"))
+				require.NoError(t, model.DB.Model(&model.User{}).Where("id = ?", 1).Update("access_token", "independent-pat").Error)
 				model.RecordAuditLog(nil, model.AuditLog{ActorRole: common.RoleAdminUser, UserId: 1, Username: "independent", Category: model.AuditCategoryAccessToken, TokenRef: model.AccessTokenFingerprint("independent-pat"), Ip: "192.0.2.8", Success: false, Status: 403})
 				entries, total, err := model.GetAuditLogs(model.AuditLogFilter{UserId: 1}, 0, 20, common.RoleAdminUser)
 				require.NoError(t, err)
@@ -799,7 +1206,7 @@ func TestIndependentAuditLogStores(t *testing.T) {
 				require.NoError(t, err)
 				require.NotNil(t, status.LastUsedAt)
 				assert.Equal(t, "192.0.2.8", status.LastUsedIp)
-				model.RecordLog(1, model.LogTypeTopup, "independent business")
+				model.RecordLog(1, model.LogTypeTopup, common.NewMessage("independent business"))
 				_, err = model.DeleteOldLogBatch(context.Background(), time.Now().Unix()+1, 100)
 				require.NoError(t, err)
 				_, total, err = model.GetAuditLogs(model.AuditLogFilter{UserId: 1}, 0, 20, 1)
diff --git a/controller/admin_user_verification_test.go b/controller/admin_user_verification_test.go
new file mode 100644
index 0000000..32b7e46
--- /dev/null
+++ b/controller/admin_user_verification_test.go
@@ -0,0 +1,389 @@
+package controller
+
+import (
+	"fmt"
+	"net/http"
+	"net/http/httptest"
+	"strings"
+	"testing"
+
+	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/model"
+	"github.com/QuantumNous/new-api/service"
+	"github.com/gin-gonic/gin"
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/require"
+)
+
+// setupAdminUserTest promotes the enrolled operator to root and creates a
+// managed common user for the administrative endpoints to act on.
+func setupAdminUserTest(t *testing.T) (*model.User, service.AuthIdentity, *model.User) {
+	t.Helper()
+	operator, identity := setupSecurityEnrollmentTest(t)
+	require.NoError(t, model.DB.Model(operator).Update("role", common.RoleRootUser).Error)
+	require.NoError(t, model.PublishUserAuthCache(operator.Id))
+	password, err := common.Password2Hash("managed-password")
+	require.NoError(t, err)
+	target := &model.User{Username: "managed-user", Password: password, Role: common.RoleCommonUser, Status: common.UserStatusEnabled, Group: "default", AuthVersion: 1, AffCode: "managed-aff", GitHubId: "managed-github"}
+	require.NoError(t, model.DB.Create(target).Error)
+	return operator, identity, target
+}
+
+// adminUserRequest drives an admin user-management handler with the operator
+// context that AdminAuth would have populated for a dashboard session.
+func adminUserRequest(method, path, body, proof string, identity service.AuthIdentity, role int, params gin.Params, handler gin.HandlerFunc) *httptest.ResponseRecorder {
+	response := httptest.NewRecorder()
+	c, _ := gin.CreateTestContext(response)
+	c.Request = httptest.NewRequest(method, path, strings.NewReader(body))
+	c.Request.Header.Set("Content-Type", "application/json")
+	if proof != "" {
+		c.Request.Header.Set("X-Security-Proof", proof)
+	}
+	c.Params = params
+	c.Set("id", identity.UserID)
+	c.Set("username", "enrollment-user")
+	c.Set("role", role)
+	c.Set("session_id", identity.SessionID)
+	c.Set("auth_version", identity.UserAuthVersion)
+	c.Set("session_version", identity.SessionVersion)
+	handler(c)
+	return response
+}
+
+func TestAdminUserRiskOperationsRequireProofBeforeMutation(t *testing.T) {
+	for _, test := range []struct {
+		name, method, path string
+		body               func(target *model.User) string
+		params             func(target *model.User) gin.Params
+		handler            gin.HandlerFunc
+		unchanged          func(t *testing.T, target *model.User)
+	}{
+		{
+			name: "hard delete", method: http.MethodDelete, path: "/api/user/:id", handler: DeleteUser,
+			params: func(target *model.User) gin.Params { return gin.Params{{Key: "id", Value: fmt.Sprint(target.Id)}} },
+			unchanged: func(t *testing.T, target *model.User) {
+				_, err := model.GetUserById(target.Id, false)
+				assert.NoError(t, err)
+			},
+		},
+		{
+			name: "manage disable", method: http.MethodPost, path: "/api/user/manage", handler: ManageUser,
+			body: func(target *model.User) string { return fmt.Sprintf(`{"id":%d,"action":"disable"}`, target.Id) },
+			unchanged: func(t *testing.T, target *model.User) {
+				stored, err := model.GetUserById(target.Id, false)
+				require.NoError(t, err)
+				assert.Equal(t, common.UserStatusEnabled, stored.Status)
+			},
+		},
+		{
+			name: "manage promote", method: http.MethodPost, path: "/api/user/manage", handler: ManageUser,
+			body: func(target *model.User) string { return fmt.Sprintf(`{"id":%d,"action":"promote"}`, target.Id) },
+			unchanged: func(t *testing.T, target *model.User) {
+				stored, err := model.GetUserById(target.Id, false)
+				require.NoError(t, err)
+				assert.Equal(t, common.RoleCommonUser, stored.Role)
+			},
+		},
+		{
+			name: "manage delete", method: http.MethodPost, path: "/api/user/manage", handler: ManageUser,
+			body: func(target *model.User) string { return fmt.Sprintf(`{"id":%d,"action":"delete"}`, target.Id) },
+			unchanged: func(t *testing.T, target *model.User) {
+				_, err := model.GetUserById(target.Id, false)
+				assert.NoError(t, err)
+			},
+		},
+		{
+			name: "password reset", method: http.MethodPut, path: "/api/user/", handler: UpdateUser,
+			body: func(target *model.User) string {
+				return fmt.Sprintf(`{"id":%d,"username":"managed-user","display_name":"Managed","password":"replacement-pass"}`, target.Id)
+			},
+			unchanged: func(t *testing.T, target *model.User) {
+				stored, err := model.GetUserById(target.Id, true)
+				require.NoError(t, err)
+				assert.True(t, common.ValidatePasswordAndHash("managed-password", stored.Password))
+			},
+		},
+		{
+			name: "admin permission matrix", method: http.MethodPut, path: "/api/user/", handler: UpdateUser,
+			body: func(target *model.User) string {
+				return fmt.Sprintf(`{"id":%d,"username":"managed-user","display_name":"Managed","admin_permissions":{}}`, target.Id)
+			},
+			unchanged: func(t *testing.T, target *model.User) {
+				stored, err := model.GetUserById(target.Id, false)
+				require.NoError(t, err)
+				assert.Equal(t, "", stored.DisplayName)
+			},
+		},
+		{
+			name: "create administrator", method: http.MethodPost, path: "/api/user/", handler: CreateUser,
+			body: func(*model.User) string { return `{"username":"new-admin","password":"admin-password-1","role":10}` },
+			unchanged: func(t *testing.T, _ *model.User) {
+				var count int64
+				require.NoError(t, model.DB.Model(&model.User{}).Where("username = ?", "new-admin").Count(&count).Error)
+				assert.Zero(t, count)
+			},
+		},
+		{
+			name: "passkey reset", method: http.MethodDelete, path: "/api/user/:id/reset_passkey", handler: AdminResetPasskey,
+			params: func(target *model.User) gin.Params { return gin.Params{{Key: "id", Value: fmt.Sprint(target.Id)}} },
+			unchanged: func(t *testing.T, target *model.User) {
+				_, err := model.GetPasskeyByUserID(target.Id)
+				assert.NoError(t, err)
+			},
+		},
+		{
+			name: "two-factor disable", method: http.MethodDelete, path: "/api/user/:id/2fa", handler: AdminDisable2FA,
+			params: func(target *model.User) gin.Params { return gin.Params{{Key: "id", Value: fmt.Sprint(target.Id)}} },
+			unchanged: func(t *testing.T, target *model.User) {
+				twoFA, err := model.GetTwoFAByUserId(target.Id)
+				require.NoError(t, err)
+				assert.True(t, twoFA.IsEnabled)
+			},
+		},
+		{
+			name: "built-in binding clear", method: http.MethodDelete, path: "/api/user/:id/bindings/:binding_type", handler: AdminClearUserBinding,
+			params: func(target *model.User) gin.Params {
+				return gin.Params{{Key: "id", Value: fmt.Sprint(target.Id)}, {Key: "binding_type", Value: "github"}}
+			},
+			unchanged: func(t *testing.T, target *model.User) {
+				stored, err := model.GetUserById(target.Id, false)
+				require.NoError(t, err)
+				assert.Equal(t, "managed-github", stored.GitHubId)
+			},
+		},
+		{
+			name: "custom oauth unbind", method: http.MethodDelete, path: "/api/user/:id/oauth/bindings/:provider_id", handler: UnbindCustomOAuthByAdmin,
+			params: func(target *model.User) gin.Params {
+				return gin.Params{{Key: "id", Value: fmt.Sprint(target.Id)}, {Key: "provider_id", Value: "7"}}
+			},
+			unchanged: func(t *testing.T, target *model.User) {
+				bindings, err := model.GetUserOAuthBindingsByUserId(target.Id)
+				require.NoError(t, err)
+				assert.Len(t, bindings, 1)
+			},
+		},
+	} {
+		t.Run(test.name, func(t *testing.T) {
+			_, identity, target := setupAdminUserTest(t)
+			require.NoError(t, model.DB.Create(&model.PasskeyCredential{UserID: target.Id, CredentialID: "managed-passkey", PublicKey: "public-key"}).Error)
+			require.NoError(t, model.DB.Create(&model.TwoFA{UserId: target.Id, Secret: "JBSWY3DPEHPK3PXP", IsEnabled: true}).Error)
+			require.NoError(t, model.DB.Create(&model.UserOAuthBinding{UserId: target.Id, ProviderId: 7, ProviderUserId: "provider-user"}).Error)
+			var body string
+			if test.body != nil {
+				body = test.body(target)
+			}
+			var params gin.Params
+			if test.params != nil {
+				params = test.params(target)
+			}
+			response := adminUserRequest(test.method, test.path, body, "", identity, common.RoleRootUser, params, test.handler)
+			var result securityEnrollmentResponse
+			require.NoError(t, common.Unmarshal(response.Body.Bytes(), &result))
+			assert.Equal(t, http.StatusForbidden, response.Code)
+			assert.Equal(t, "SECURITY_PROOF_REQUIRED", result.Code)
+			test.unchanged(t, target)
+			var flows int64
+			require.NoError(t, model.DB.Model(&model.AuthFlow{}).Count(&flows).Error)
+			assert.Zero(t, flows)
+		})
+	}
+}
+
+// An administrator (not root) exercises the routine paths without touching the
+// Casbin policy store, which the security fixture does not provision.
+func TestAdminUserRoutineEditsDoNotRequireProof(t *testing.T) {
+	_, identity, target := setupAdminUserTest(t)
+	response := adminUserRequest(http.MethodPut, "/api/user/", fmt.Sprintf(`{"id":%d,"username":"managed-user","display_name":"Renamed","group":"default"}`, target.Id), "", identity, common.RoleAdminUser, nil, UpdateUser)
+	var result securityEnrollmentResponse
+	require.NoError(t, common.Unmarshal(response.Body.Bytes(), &result))
+	require.True(t, result.Success, response.Body.String())
+	stored, err := model.GetUserById(target.Id, true)
+	require.NoError(t, err)
+	assert.Equal(t, "Renamed", stored.DisplayName)
+	assert.True(t, common.ValidatePasswordAndHash("managed-password", stored.Password))
+
+	response = adminUserRequest(http.MethodPost, "/api/user/", `{"username":"new-member","password":"member-password-1","role":1}`, "", identity, common.RoleAdminUser, nil, CreateUser)
+	require.NoError(t, common.Unmarshal(response.Body.Bytes(), &result))
+	require.True(t, result.Success, response.Body.String())
+	var count int64
+	require.NoError(t, model.DB.Model(&model.User{}).Where("username = ?", "new-member").Count(&count).Error)
+	assert.EqualValues(t, 1, count)
+}
+
+func TestCreateUserRejectsNonStandardRole(t *testing.T) {
+	_, identity, _ := setupAdminUserTest(t)
+	for i, test := range []struct {
+		name         string
+		role         int
+		operatorRole int
+	}{
+		{"between common and admin", 5, common.RoleAdminUser},
+		{"negative", -1, common.RoleAdminUser},
+		{"between admin and root", 99, common.RoleRootUser},
+	} {
+		t.Run(test.name, func(t *testing.T) {
+			username := fmt.Sprintf("odd-role-%d", i)
+			body := fmt.Sprintf(`{"username":%q,"password":"member-password-1","role":%d}`, username, test.role)
+			response := adminUserRequest(http.MethodPost, "/api/user/", body, "", identity, test.operatorRole, nil, CreateUser)
+			var result securityEnrollmentResponse
+			require.NoError(t, common.Unmarshal(response.Body.Bytes(), &result))
+			assert.Equal(t, http.StatusOK, response.Code)
+			assert.False(t, result.Success)
+			assert.Empty(t, result.Code)
+			var count int64
+			require.NoError(t, model.DB.Model(&model.User{}).Where("username = ?", username).Count(&count).Error)
+			assert.Zero(t, count)
+		})
+	}
+}
+
+func TestAdminUserProofIsBoundToTargetAndActionAndConsumedOnce(t *testing.T) {
+	_, identity, target := setupAdminUserTest(t)
+	other := &model.User{Username: "other-user", Password: target.Password, Role: common.RoleCommonUser, Status: common.UserStatusEnabled, Group: "default", AuthVersion: 1, AffCode: "other-aff"}
+	require.NoError(t, model.DB.Create(other).Error)
+	disableTarget := service.VerificationOperation{Scope: service.VerificationScopeAdminUserManage, Context: []byte(fmt.Sprintf(`{"user_id":%d,"action":"disable"}`, target.Id))}
+	proof := issueSecurityEnrollmentProof(t, identity, disableTarget, service.VerificationMethodPassword)
+
+	for _, test := range []struct {
+		name, body, code string
+		params           gin.Params
+		handler          gin.HandlerFunc
+	}{
+		{"different action", fmt.Sprintf(`{"id":%d,"action":"enable"}`, target.Id), "SECURITY_PROOF_CONTEXT_MISMATCH", nil, ManageUser},
+		{"different user", fmt.Sprintf(`{"id":%d,"action":"disable"}`, other.Id), "SECURITY_PROOF_CONTEXT_MISMATCH", nil, ManageUser},
+		{"different scope", "", "SECURITY_PROOF_SCOPE_MISMATCH", gin.Params{{Key: "id", Value: fmt.Sprint(target.Id)}}, DeleteUser},
+	} {
+		t.Run(test.name, func(t *testing.T) {
+			response := adminUserRequest(http.MethodPost, "/api/user/manage", test.body, proof, identity, common.RoleRootUser, test.params, test.handler)
+			var result securityEnrollmentResponse
+			require.NoError(t, common.Unmarshal(response.Body.Bytes(), &result))
+			assert.Equal(t, http.StatusForbidden, response.Code)
+			assert.Equal(t, test.code, result.Code)
+		})
+	}
+	for _, id := range []int{target.Id, other.Id} {
+		stored, err := model.GetUserById(id, false)
+		require.NoError(t, err)
+		assert.Equal(t, common.UserStatusEnabled, stored.Status)
+	}
+
+	response := adminUserRequest(http.MethodPost, "/api/user/manage", fmt.Sprintf(`{"id":%d,"action":"disable"}`, target.Id), proof, identity, common.RoleRootUser, nil, ManageUser)
+	var result securityEnrollmentResponse
+	require.NoError(t, common.Unmarshal(response.Body.Bytes(), &result))
+	require.True(t, result.Success, response.Body.String())
+	stored, err := model.GetUserById(target.Id, false)
+	require.NoError(t, err)
+	assert.Equal(t, common.UserStatusDisabled, stored.Status)
+	var audit model.AuditLog
+	require.NoError(t, model.LOG_DB.Where("action = ?", "user.manage").Last(&audit).Error)
+	require.NotNil(t, audit.Other.Op)
+	verificationMethod, err := common.Marshal(audit.Other.Op.Params["verification_method"])
+	require.NoError(t, err)
+	assert.JSONEq(t, `"password"`, string(verificationMethod))
+	targetUserID, err := common.Marshal(audit.Other.Op.Params["target_user_id"])
+	require.NoError(t, err)
+	assert.JSONEq(t, fmt.Sprint(target.Id), string(targetUserID))
+	auditJSON, err := common.Marshal(audit)
+	require.NoError(t, err)
+	assert.NotContains(t, string(auditJSON), proof)
+
+	response = adminUserRequest(http.MethodPost, "/api/user/manage", fmt.Sprintf(`{"id":%d,"action":"disable"}`, target.Id), proof, identity, common.RoleRootUser, nil, ManageUser)
+	require.NoError(t, common.Unmarshal(response.Body.Bytes(), &result))
+	assert.Equal(t, http.StatusForbidden, response.Code)
+	assert.Equal(t, "SECURITY_PROOF_CONSUMED", result.Code)
+}
+
+func TestAdminUserBindingProofDistinguishesBuiltInAndCustomBindings(t *testing.T) {
+	_, identity, target := setupAdminUserTest(t)
+	require.NoError(t, model.DB.Create(&model.UserOAuthBinding{UserId: target.Id, ProviderId: 7, ProviderUserId: "provider-user"}).Error)
+	custom := service.VerificationOperation{Scope: service.VerificationScopeAdminUserBindingClear, Context: []byte(fmt.Sprintf(`{"user_id":%d,"provider_id":7}`, target.Id))}
+	proof := issueSecurityEnrollmentProof(t, identity, custom, service.VerificationMethodPassword)
+	params := gin.Params{{Key: "id", Value: fmt.Sprint(target.Id)}, {Key: "binding_type", Value: "github"}}
+	response := adminUserRequest(http.MethodDelete, "/api/user/:id/bindings/:binding_type", "", proof, identity, common.RoleRootUser, params, AdminClearUserBinding)
+	var result securityEnrollmentResponse
+	require.NoError(t, common.Unmarshal(response.Body.Bytes(), &result))
+	assert.Equal(t, "SECURITY_PROOF_CONTEXT_MISMATCH", result.Code)
+	stored, err := model.GetUserById(target.Id, false)
+	require.NoError(t, err)
+	assert.Equal(t, "managed-github", stored.GitHubId)
+
+	params = gin.Params{{Key: "id", Value: fmt.Sprint(target.Id)}, {Key: "provider_id", Value: "7"}}
+	response = adminUserRequest(http.MethodDelete, "/api/user/:id/oauth/bindings/:provider_id", "", proof, identity, common.RoleRootUser, params, UnbindCustomOAuthByAdmin)
+	require.NoError(t, common.Unmarshal(response.Body.Bytes(), &result))
+	require.True(t, result.Success, response.Body.String())
+	bindings, err := model.GetUserOAuthBindingsByUserId(target.Id)
+	require.NoError(t, err)
+	assert.Empty(t, bindings)
+	var audit model.AuditLog
+	require.NoError(t, model.LOG_DB.Where("action = ?", "user.binding_clear").Last(&audit).Error)
+	require.NotNil(t, audit.Other.Op)
+	providerID, err := common.Marshal(audit.Other.Op.Params["provider_id"])
+	require.NoError(t, err)
+	assert.JSONEq(t, "7", string(providerID))
+}
+
+func TestAdminUserVerificationPolicy(t *testing.T) {
+	t.Run("requires an administrator", func(t *testing.T) {
+		_, identity := setupSecurityEnrollmentTest(t)
+		_, err := service.GetVerificationRequirements(identity, service.VerificationScopeAdminUserDelete)
+		assert.ErrorIs(t, err, service.ErrVerificationForbidden)
+	})
+	t.Run("falls back to the password without a second factor", func(t *testing.T) {
+		_, identity, _ := setupAdminUserTest(t)
+		requirements, err := service.GetVerificationRequirements(identity, service.VerificationScopeAdminUserDelete)
+		require.NoError(t, err)
+		assert.Equal(t, []service.VerificationMethodOption{{Method: service.VerificationMethodPassword, Available: true}}, requirements.Methods)
+	})
+	t.Run("prefers an enrolled second factor", func(t *testing.T) {
+		operator, identity, _ := setupAdminUserTest(t)
+		require.NoError(t, model.DB.Create(&model.TwoFA{UserId: operator.Id, Secret: "JBSWY3DPEHPK3PXP", IsEnabled: true}).Error)
+		requirements, err := service.GetVerificationRequirements(identity, service.VerificationScopeAdminUserManage)
+		require.NoError(t, err)
+		assert.Equal(t, []service.VerificationMethodOption{{Method: service.VerificationMethodTwoFA, Available: true}}, requirements.Methods)
+	})
+	t.Run("a legacy token cannot present a proof", func(t *testing.T) {
+		operator, identity, target := setupAdminUserTest(t)
+		require.NoError(t, model.DB.Model(operator).Update("access_token", "legacy-admin-token").Error)
+		proof := issueSecurityEnrollmentProof(t, identity, service.VerificationOperation{Scope: service.VerificationScopeAdminUserDelete, Context: []byte(fmt.Sprintf(`{"user_id":%d}`, target.Id))}, service.VerificationMethodPassword)
+		response := accessTokenRequest(newAccessTokenTestRouter(), http.MethodDelete, fmt.Sprintf("/api/user/%d", target.Id), "legacy-admin-token", proof, "")
+		assert.Equal(t, http.StatusForbidden, response.Code)
+		assert.Equal(t, "SECURITY_PROOF_INVALID", decodeSecurityEnrollmentResponse(t, response).Code)
+		_, err := model.GetUserById(target.Id, false)
+		assert.NoError(t, err)
+	})
+	t.Run("a user:write token completes the deletion on its own proof", func(t *testing.T) {
+		operator, _, target := setupAdminUserTest(t)
+		require.NoError(t, model.DB.AutoMigrate(&model.ExternalIdentityClaim{}, &model.Token{}))
+		raw, _ := createScopedAccessToken(t, operator.Id, 0, "user:write")
+		router := newAccessTokenTestRouter()
+		response := accessTokenRequest(router, http.MethodPost, "/api/verify", raw, "", fmt.Sprintf(`{"scope":"admin.user.delete","method":"password","password":"enrollment-password","context":{"user_id":%d}}`, target.Id))
+		body := decodeSecurityEnrollmentResponse(t, response)
+		require.True(t, body.Success, body.Message)
+		var proof service.SecurityProof
+		require.NoError(t, common.Unmarshal(body.Data, &proof))
+
+		response = accessTokenRequest(router, http.MethodDelete, fmt.Sprintf("/api/user/%d", target.Id), raw, proof.ProofToken, "")
+		body = decodeSecurityEnrollmentResponse(t, response)
+		require.True(t, body.Success, body.Message)
+		_, err := model.GetUserById(target.Id, true)
+		assert.Error(t, err)
+		var audit model.AuditLog
+		require.NoError(t, model.LOG_DB.Where("action = ?", "user.delete").Last(&audit).Error)
+		assert.Equal(t, "access_token", audit.AuthMethod)
+		auditJSON, err := common.Marshal(audit)
+		require.NoError(t, err)
+		for _, secret := range []string{raw, proof.ProofToken, "enrollment-password"} {
+			assert.NotContains(t, string(auditJSON), secret)
+		}
+	})
+	t.Run("a user:read token cannot obtain a proof", func(t *testing.T) {
+		operator, _, target := setupAdminUserTest(t)
+		raw, _ := createScopedAccessToken(t, operator.Id, 0, "user:read")
+		response := accessTokenRequest(newAccessTokenTestRouter(), http.MethodPost, "/api/verify", raw, "", fmt.Sprintf(`{"scope":"admin.user.delete","method":"password","password":"enrollment-password","context":{"user_id":%d}}`, target.Id))
+		assert.Equal(t, http.StatusForbidden, response.Code)
+		assert.Equal(t, "SECURITY_ACTION_FORBIDDEN", decodeSecurityEnrollmentResponse(t, response).Code)
+		var flows int64
+		require.NoError(t, model.DB.Model(&model.AuthFlow{}).Count(&flows).Error)
+		assert.Zero(t, flows)
+	})
+}
diff --git a/controller/astra_sampling.go b/controller/astra_sampling.go
index 2747775..37ab656 100644
--- a/controller/astra_sampling.go
+++ b/controller/astra_sampling.go
@@ -139,10 +139,14 @@ func (astraSamplingHandler) Run(parent context.Context, task *model.SystemTask,
 				state.Rounds[index].Reason = reason
 				state.Rounds[index].Usage = usage
 				state.Rounds[index].FinishedAt = time.Now().Unix()
-				if persist() && !payload.Force {
-					if err := model.ApplyDetectionScheduleResult(ctx, id, "modeltrace", state.Rounds[index].ID, state.Rounds[index].FinishedAt, service.FingerprintScheduleOutcome(service.AstraSamplingResultStatus(result))); err != nil {
-						persistErr = err
-						cancel()
+				if persisted := persist(); persisted {
+					service.InvalidateGroupQualityCache()
+					publishGroupStatusChange()
+					if !payload.Force {
+						if err := model.ApplyDetectionScheduleResult(ctx, id, "modeltrace", state.Rounds[index].ID, state.Rounds[index].FinishedAt, service.FingerprintScheduleOutcome(service.AstraSamplingResultStatus(result))); err != nil {
+							persistErr = err
+							cancel()
+						}
 					}
 				}
 				mu.Unlock()
@@ -179,6 +183,7 @@ func runModelDetectionProbe(parent context.Context, channel *model.Channel, inde
 	if err != nil {
 		return fingerprint.ProbeResponse{}, index, err
 	}
+	effort := "low"
 	count, output := probe.Count, fingerprint.OutputTokens
 	messages := []map[string]any{{"role": "user", "content": probe.Prompt}}
 	if kind == "benchmark" {
@@ -189,14 +194,23 @@ func runModelDetectionProbe(parent context.Context, channel *model.Channel, inde
 		count, output = index, benchmark.OutputTokens
 		messages = []map[string]any{{"role": "system", "content": secondary.System}, {"role": "user", "content": secondary.Prompt}}
 	}
-	if kind == "candy" {
-		count, output = 1, service.CandyOutputTokens
-		messages = []map[string]any{{"role": "user", "content": service.CandyPrompt}}
+	if kind == "vision" {
+		count, output = 1, service.VisionOutputTokens
+		effort = "medium"
+		messages = []map[string]any{{"role": "user", "content": []map[string]any{
+			{"type": "input_text", "text": service.VisionPrompt},
+			{"type": "input_image", "image_url": service.VisionImageURL, "detail": "high"},
+		}}}
+	}
+	if kind == "ciallo" {
+		count, output = 1, service.VisionOutputTokens
+		effort = "medium"
+		messages = []map[string]any{{"role": "user", "content": service.CialloPrompt}}
 	}
 	input, _ := common.Marshal(messages)
 	stream := true
 	limit := uint(output)
-	request := &dto.OpenAIResponsesRequest{Model: fingerprint.Model, Input: input, Stream: &stream, MaxOutputTokens: &limit, Store: []byte("false"), Reasoning: &dto.Reasoning{Effort: "low"}}
+	request := &dto.OpenAIResponsesRequest{Model: fingerprint.Model, Input: input, Stream: &stream, MaxOutputTokens: &limit, Store: []byte("false"), Reasoning: &dto.Reasoning{Effort: effort}}
 	encoded, err := common.Marshal(request)
 	if err != nil {
 		return fingerprint.ProbeResponse{}, count, err
@@ -230,6 +244,7 @@ func runModelDetectionProbe(parent context.Context, channel *model.Channel, inde
 		defer boundedCloser.Close()
 		body = bounded
 	}
+	started := time.Now()
 	response, err := adaptor.DoRequest(c, info, body)
 	if err != nil {
 		return fingerprint.ProbeResponse{}, count, errors.New("probe transport failed")
@@ -239,12 +254,19 @@ func runModelDetectionProbe(parent context.Context, channel *model.Channel, inde
 		return fingerprint.ProbeResponse{}, count, errors.New("unsupported probe transport")
 	}
 	defer resp.Body.Close()
+	stopClose := context.AfterFunc(ctx, func() { _ = resp.Body.Close() })
+	defer stopClose()
 	if resp.StatusCode != http.StatusOK {
 		return fingerprint.ProbeResponse{}, count, errors.New("probe HTTP failure")
 	}
 	// Deliberately bypass DoResponse: this is a platform-funded probe, with no
 	// customer token, wallet charge, session binding or generated response relay.
-	answer, err := fingerprint.ReadResponse(resp.Body, resp.Header.Get("Content-Type"))
+	var firstTokenMS *int64
+	answer, err := fingerprint.ReadResponse(resp.Body, resp.Header.Get("Content-Type"), func() {
+		elapsed := time.Since(started).Milliseconds()
+		firstTokenMS = &elapsed
+	})
+	answer.FirstTokenMS = firstTokenMS
 	return answer, count, err
 }
 
diff --git a/controller/audit.go b/controller/audit.go
index 5ec1ec4..75e507b 100644
--- a/controller/audit.go
+++ b/controller/audit.go
@@ -29,8 +29,10 @@ var auditContentTemplates = map[string]string{
 	"user.binding_clear":        "Cleared ${bindingType} binding for user ${username}",
 	"user.2fa_disable":          "Force-disabled two-factor authentication for the user",
 	"user.passkey_register":     "Registered a passkey",
-	"access_token.generate":     "Generated a system access token",
-	"access_token.revoke":       "Revoked the system access token",
+	"access_token.generate":     "Generated an access token",
+	"access_token.revoke":       "Revoked an access token",
+	"access_token.rename":       "Renamed an access token",
+	"access_token.update":       "Changed access token permissions",
 	"user.2fa_setup":            "Started two-factor authentication setup",
 	"user.2fa_enable":           "Enabled two-factor authentication",
 	"user.2fa_disable_self":     "Disabled two-factor authentication",
@@ -68,8 +70,9 @@ var auditContentTemplates = map[string]string{
 	"redemption.create":       "Created ${count} redemption codes named ${name} (${quota} each)",
 	"redemption.delete_batch": "Batch deleted ${count} redemption codes",
 
-	"subscription.plan_reset":      "Reset active subscriptions for plan ${plan_id}",
-	"subscription.user_plan_reset": "Reset active plan ${plan_id} subscriptions for user ${target_user_id}",
+	"subscription.plan_reset":       "Reset active subscriptions for plan ${plan_id}",
+	"subscription.user_plan_reset":  "Reset active plan ${plan_id} subscriptions for user ${target_user_id}",
+	"subscription.user_quota_reset": "Administrator reset the quota of subscription plan ${plan_title} (ID: ${plan_id})",
 }
 
 func recordPasskeyDomainAudit(c *gin.Context, change *model.PasskeyDomainChange, confirmed bool, err error) {
@@ -165,6 +168,12 @@ func recordUserSecurityAudit(c *gin.Context, userId int, action string, params m
 		}
 		params["code"] = code
 	}
+	if c.GetBool("use_access_token") {
+		if params == nil {
+			params = map[string]any{}
+		}
+		params["token_ref"] = c.GetString("access_token_ref")
+	}
 	var auditInfo *model.AuditRequestInfo
 	if success, ok := params["success"].(bool); ok {
 		auditInfo = &model.AuditRequestInfo{
diff --git a/controller/auth_session.go b/controller/auth_session.go
index 3921c77..c4e9913 100644
--- a/controller/auth_session.go
+++ b/controller/auth_session.go
@@ -2,10 +2,10 @@ package controller
 
 import (
 	"errors"
-	"fmt"
 	"net/http"
 	"strings"
 
+	"github.com/QuantumNous/new-api/common"
 	"github.com/QuantumNous/new-api/logger"
 	"github.com/QuantumNous/new-api/middleware"
 	"github.com/QuantumNous/new-api/model"
@@ -170,7 +170,7 @@ func writeAuthSessionError(c *gin.Context, err error) {
 		// The response body only carries the generic AUTH_INTERNAL_ERROR
 		// code; without this log the underlying Redis/database/session
 		// failure is indistinguishable from the client side.
-		logger.LogError(c.Request.Context(), fmt.Sprintf("auth session internal error (%s %s): %v", c.Request.Method, c.Request.URL.Path, err))
+		logger.LogError(c.Request.Context(), common.LogText("auth session internal error (%s %s): %v", c.Request.Method, c.Request.URL.Path, err))
 	}
 	c.JSON(status, gin.H{"success": false, "code": code, "message": http.StatusText(status)})
 }
@@ -179,7 +179,12 @@ func setAuthNoStore(c *gin.Context) {
 	c.Header("Cache-Control", "no-store")
 }
 
+// authRotationData is empty when the change came through an access token,
+// which has no browser session to rotate.
 func authRotationData(bundle *service.AuthBundle) gin.H {
+	if bundle == nil {
+		return gin.H{}
+	}
 	return gin.H{
 		"access_token":      bundle.AccessToken,
 		"token_type":        bundle.TokenType,
diff --git a/controller/billing_option_test.go b/controller/billing_option_test.go
index 12469b8..0ff569d 100644
--- a/controller/billing_option_test.go
+++ b/controller/billing_option_test.go
@@ -1,15 +1,25 @@
 package controller
 
 import (
+	"fmt"
+	"math"
 	"net/http"
 	"net/http/httptest"
+	"os"
+	"strconv"
 	"strings"
 	"testing"
 
 	"github.com/QuantumNous/new-api/common"
 	"github.com/QuantumNous/new-api/model"
+	"github.com/QuantumNous/new-api/pkg/billingexpr"
 	"github.com/QuantumNous/new-api/pkg/jsplugin"
+	relaycommon "github.com/QuantumNous/new-api/relay/common"
+	"github.com/QuantumNous/new-api/relay/helper"
+	"github.com/QuantumNous/new-api/relaykit/types"
+	"github.com/QuantumNous/new-api/service"
 	"github.com/QuantumNous/new-api/setting/config"
+	"github.com/QuantumNous/new-api/setting/operation_setting"
 	"github.com/gin-gonic/gin"
 	"github.com/stretchr/testify/assert"
 	"github.com/stretchr/testify/require"
@@ -177,3 +187,139 @@ export function parseTaskResult() { return {}; }
 	assert.Contains(t, unresolvable.Body.String(), `"success":false`)
 	assert.Contains(t, unresolvable.Body.String(), "no task plugin usage schema")
 }
+
+// Covers configuration persistence, validation, reservation and reconciliation
+// through the same public entry points used by the relay.
+func TestPreConsumePolicyDatabaseMatrix(t *testing.T) {
+	previousConfig := config.GlobalConfig.ExportAllConfigs()
+	previousUnit, previousBatch := common.QuotaPerUnit, common.BatchUpdateEnabled
+	common.QuotaPerUnit, common.BatchUpdateEnabled = 500000, false
+	t.Cleanup(func() {
+		require.NoError(t, config.GlobalConfig.LoadFromDB(previousConfig))
+		common.QuotaPerUnit, common.BatchUpdateEnabled = previousUnit, previousBatch
+	})
+	for _, dialect := range []struct{ kind, env string }{{"sqlite", ""}, {"mysql", "TEST_MYSQL_DSN"}, {"postgres", "TEST_POSTGRES_DSN"}} {
+		t.Run(dialect.kind, func(t *testing.T) {
+			if dialect.env != "" && os.Getenv(dialect.env) == "" {
+				t.Skip("set " + dialect.env + " to run this database")
+			}
+			db := modelManagementDB(t, dialect.kind, os.Getenv(dialect.env))
+			require.NoError(t, db.AutoMigrate(&model.Token{}))
+			for key, value := range map[string]string{
+				"quota_setting.trust_quota_usd":        "10.5",
+				"quota_setting.pre_consume_multiplier": "1.5",
+			} {
+				var response struct{ Success bool }
+				modelManagementRequest(t, UpdateOption, http.MethodPut, "/api/option/", OptionUpdateRequest{Key: key, Value: value}, &response)
+				require.True(t, response.Success)
+				var saved model.Option
+				require.NoError(t, db.Where(&model.Option{Key: key}).First(&saved).Error)
+				assert.Equal(t, value, saved.Value)
+			}
+			var savedOptions []model.Option
+			require.NoError(t, db.Find(&savedOptions).Error)
+			stored := map[string]string{}
+			for _, option := range savedOptions {
+				stored[option.Key] = option.Value
+			}
+			for range 2 {
+				operation_setting.GetQuotaSetting().TrustQuotaUSD = 10
+				operation_setting.GetQuotaSetting().PreConsumeMultiplier = 1
+				require.NoError(t, config.GlobalConfig.LoadFromDB(stored))
+				assert.Equal(t, 10.5, operation_setting.GetQuotaSetting().TrustQuotaUSD)
+				assert.Equal(t, 1.5, operation_setting.GetQuotaSetting().PreConsumeMultiplier)
+			}
+			for _, tc := range []struct{ key, value string }{
+				{"trust_quota_usd", "-1"}, {"trust_quota_usd", "NaN"}, {"trust_quota_usd", "+Inf"},
+				{"pre_consume_multiplier", "0"}, {"pre_consume_multiplier", "-0.5"},
+				{"pre_consume_multiplier", "NaN"}, {"pre_consume_multiplier", "Inf"},
+				{"pre_consume_multiplier", "1e309"}, {"pre_consume_multiplier", ""},
+			} {
+				key := "quota_setting." + tc.key
+				var response struct{ Success bool }
+				modelManagementRequest(t, UpdateOption, http.MethodPut, "/api/option/", OptionUpdateRequest{Key: key, Value: tc.value}, &response)
+				assert.False(t, response.Success, "%s=%q", key, tc.value)
+				var saved model.Option
+				require.NoError(t, db.Where(&model.Option{Key: key}).First(&saved).Error)
+				assert.Equal(t, stored[key], saved.Value, "invalid saves must preserve the previous value")
+			}
+			require.NoError(t, config.GlobalConfig.LoadFromDB(map[string]string{
+				"billing_setting.billing_mode":    `{"policy-model":"tiered_expr"}`,
+				"billing_setting.billing_expr":    `{"policy-model":"tier(\"base\", p * 3 + c * 15)"}`,
+				"group_ratio_setting.group_ratio": `{"default":1}`,
+			}))
+			cases := []struct {
+				name                  string
+				threshold, multiplier float64
+				wallet, token         int
+				force, unlimited      bool
+				wantHeld              int
+			}{
+				{"above threshold", 10, 1, 5500000, 5500000, false, false, 0},
+				{"custom threshold", 20, 1, 5500000, 5500000, false, false, 1500},
+				{"zero disables bypass", 0, 1, 5500000, 5500000, false, false, 1500},
+				{"wallet equals threshold", 10, 1, 5000000, 5500000, false, false, 1500},
+				{"token equals threshold", 10, 1, 5500000, 5000000, false, false, 1500},
+				{"fractional threshold", 10.5, 1, 5250001, 5250001, false, false, 0},
+				{"unlimited token", 10, 1, 5500000, 0, false, true, 0},
+				{"forced reservation", 10, 1, 5500000, 5500000, true, false, 1500},
+				{"half input cost", 0, 0.5, 100000, 100000, false, false, 750},
+				{"fractional multiple refunds excess", 0, 2.5, 100000, 100000, false, false, 3750},
+			}
+			for i, tc := range cases {
+				t.Run(tc.name, func(t *testing.T) {
+					require.NoError(t, model.UpdateOption("quota_setting.trust_quota_usd", strconv.FormatFloat(tc.threshold, 'f', -1, 64)))
+					require.NoError(t, model.UpdateOption("quota_setting.pre_consume_multiplier", strconv.FormatFloat(tc.multiplier, 'f', -1, 64)))
+					user := model.User{Username: fmt.Sprintf("policy-user-%d", i), Quota: tc.wallet, Group: "default", AffCode: fmt.Sprintf("policy-aff-%d", i)}
+					require.NoError(t, db.Create(&user).Error)
+					token := model.Token{UserId: user.Id, Key: fmt.Sprintf("policy-token-%d", i), RemainQuota: tc.token, UnlimitedQuota: tc.unlimited}
+					require.NoError(t, db.Create(&token).Error)
+					ctx, _ := gin.CreateTestContext(httptest.NewRecorder())
+					ctx.Request = httptest.NewRequest(http.MethodPost, "/v1/chat/completions", nil)
+					ctx.Set("token_quota", tc.token)
+					info := &relaycommon.RelayInfo{UserId: user.Id, TokenId: token.Id, TokenKey: token.Key, TokenUnlimited: tc.unlimited, ForcePreConsume: tc.force, OriginModelName: "policy-model", UserGroup: "default", UsingGroup: "default", BillingRequestInput: &billingexpr.RequestInput{}}
+					info.UserSetting.BillingPreference = "wallet_only"
+					price, err := helper.ModelPriceHelper(ctx, info, 1000, &types.TokenCountMeta{MaxTokens: 10000})
+					require.NoError(t, err)
+					require.Nil(t, service.PreConsumeBilling(ctx, price.QuotaToPreConsume, info))
+					assert.Equal(t, tc.wantHeld, info.FinalPreConsumedQuota)
+					require.NoError(t, db.First(&user, user.Id).Error)
+					assert.Equal(t, tc.wallet-tc.wantHeld, user.Quota)
+					if !tc.unlimited {
+						require.NoError(t, db.First(&token, token.Id).Error)
+						assert.Equal(t, tc.token-tc.wantHeld, token.RemainQuota)
+					}
+					_, actual, _ := service.TryTieredSettle(info, billingexpr.TokenParams{P: 1000, C: 100, Len: 1000})
+					assert.Equal(t, 2250, actual)
+					require.NoError(t, info.Billing.Settle(actual))
+					require.NoError(t, info.Billing.Settle(actual))
+					require.NoError(t, db.First(&user, user.Id).Error)
+					assert.Equal(t, tc.wallet-actual, user.Quota)
+					if !tc.unlimited {
+						require.NoError(t, db.First(&token, token.Id).Error)
+						assert.Equal(t, tc.token-actual, token.RemainQuota)
+					}
+				})
+			}
+		})
+	}
+}
+
+func TestPreConsumeMultiplierRejectsInvalidRuntimeAndOverflow(t *testing.T) {
+	previous := config.GlobalConfig.ExportAllConfigs()
+	t.Cleanup(func() { require.NoError(t, config.GlobalConfig.LoadFromDB(previous)) })
+	require.NoError(t, config.GlobalConfig.LoadFromDB(map[string]string{
+		"billing_setting.billing_mode":    `{"policy-overflow":"tiered_expr"}`,
+		"billing_setting.billing_expr":    `{"policy-overflow":"tier(\"base\", p * 3)"}`,
+		"group_ratio_setting.group_ratio": `{"default":1}`,
+	}))
+	for _, multiplier := range []float64{0, -0.5, math.NaN(), math.Inf(1), math.MaxFloat64} {
+		operation_setting.GetQuotaSetting().PreConsumeMultiplier = multiplier
+		ctx, _ := gin.CreateTestContext(httptest.NewRecorder())
+		ctx.Request = httptest.NewRequest(http.MethodPost, "/v1/chat/completions", nil)
+		info := &relaycommon.RelayInfo{OriginModelName: "policy-overflow", UserGroup: "default", UsingGroup: "default", BillingRequestInput: &billingexpr.RequestInput{}}
+		_, err := helper.ModelPriceHelper(ctx, info, 1000, &types.TokenCountMeta{})
+		require.Error(t, err)
+		assert.Nil(t, info.Billing)
+	}
+}
diff --git a/controller/bot_balance.go b/controller/bot_balance.go
new file mode 100644
index 0000000..f3b4100
--- /dev/null
+++ b/controller/bot_balance.go
@@ -0,0 +1,84 @@
+package controller
+
+import (
+	"crypto/sha256"
+	"crypto/subtle"
+	"math"
+	"net/http"
+	"net/mail"
+	"os"
+	"strings"
+
+	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/model"
+	"github.com/QuantumNous/new-api/setting/operation_setting"
+	"github.com/gin-gonic/gin"
+	"github.com/shopspring/decimal"
+)
+
+// BotBalanceQuery is a dedicated read-only API; its key grants no dashboard access.
+func BotBalanceQuery(c *gin.Context) {
+	c.Header("Cache-Control", "no-store")
+	key := os.Getenv("BOT_BALANCE_KEY")
+	raw, bearer := strings.CutPrefix(c.GetHeader("Authorization"), "Bearer ")
+	expected, supplied := sha256.Sum256([]byte(key)), sha256.Sum256([]byte(raw))
+	if len(key) < 32 || !bearer || subtle.ConstantTimeCompare(expected[:], supplied[:]) != 1 {
+		c.JSON(http.StatusUnauthorized, gin.H{"success": false, "code": "unauthorized"})
+		return
+	}
+	c.Request.Body = http.MaxBytesReader(c.Writer, c.Request.Body, 8192)
+	var request struct {
+		Email string `json:"email"`
+		IDs   []int  `json:"ids"`
+	}
+	if err := c.ShouldBindJSON(&request); err != nil {
+		c.JSON(http.StatusBadRequest, gin.H{"success": false, "code": "invalid_request"})
+		return
+	}
+	email := model.NormalizeEmail(request.Email)
+	if (email == "") == (len(request.IDs) == 0) || len(request.IDs) > 100 {
+		c.JSON(http.StatusBadRequest, gin.H{"success": false, "code": "invalid_request"})
+		return
+	}
+	if email != "" {
+		parsed, err := mail.ParseAddress(email)
+		if err != nil || parsed.Address != email || len(email) > 50 {
+			c.JSON(http.StatusBadRequest, gin.H{"success": false, "code": "invalid_email"})
+			return
+		}
+	}
+	for _, id := range request.IDs {
+		if id <= 0 {
+			c.JSON(http.StatusBadRequest, gin.H{"success": false, "code": "invalid_request"})
+			return
+		}
+	}
+	accounts, err := model.FindBotBalanceAccounts(email, request.IDs)
+	if err != nil {
+		c.JSON(http.StatusServiceUnavailable, gin.H{"success": false, "code": "query_failed"})
+		return
+	}
+	if email != "" && len(accounts) != 1 {
+		code := "not_found"
+		if len(accounts) > 1 {
+			code = "ambiguous_email"
+		}
+		c.JSON(http.StatusConflict, gin.H{"success": false, "code": code})
+		return
+	}
+	unit, rate := common.QuotaPerUnit, operation_setting.USDExchangeRate
+	if unit <= 0 || rate <= 0 || math.IsNaN(unit) || math.IsNaN(rate) || math.IsInf(unit, 0) || math.IsInf(rate, 0) {
+		c.JSON(http.StatusServiceUnavailable, gin.H{"success": false, "code": "invalid_currency"})
+		return
+	}
+	items := make([]gin.H, 0, len(accounts))
+	for _, account := range accounts {
+		active := account.Status == common.UserStatusEnabled
+		item := gin.H{"id": account.ID, "active": active}
+		if active {
+			item["balance_cny"] = decimal.NewFromInt(int64(account.Quota)).Mul(decimal.NewFromFloat(rate)).DivRound(decimal.NewFromFloat(unit), 18).String()
+		}
+		items = append(items, item)
+	}
+	c.JSON(http.StatusOK, gin.H{"success": true, "data": items})
+}
diff --git a/controller/bot_balance_test.go b/controller/bot_balance_test.go
new file mode 100644
index 0000000..cfc7bd9
--- /dev/null
+++ b/controller/bot_balance_test.go
@@ -0,0 +1,113 @@
+package controller
+
+import (
+	"fmt"
+	"net/http/httptest"
+	"os"
+	"strings"
+	"testing"
+	"time"
+
+	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/model"
+	"github.com/QuantumNous/new-api/setting/operation_setting"
+	"github.com/gin-gonic/gin"
+	"github.com/glebarez/sqlite"
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/require"
+	"github.com/tidwall/gjson"
+	"gorm.io/driver/mysql"
+	"gorm.io/driver/postgres"
+	"gorm.io/gorm"
+	"gorm.io/gorm/schema"
+)
+
+func TestBotBalanceQuery(t *testing.T) {
+	key := strings.Repeat("b", 48)
+	t.Setenv("BOT_BALANCE_KEY", key)
+	oldUnit, oldRate := common.QuotaPerUnit, operation_setting.USDExchangeRate
+	common.QuotaPerUnit, operation_setting.USDExchangeRate = 500000, 7.3
+	t.Cleanup(func() { common.QuotaPerUnit, operation_setting.USDExchangeRate = oldUnit, oldRate })
+	for _, dialect := range []string{"sqlite", "mysql", "postgres"} {
+		t.Run(dialect, func(t *testing.T) {
+			var driver gorm.Dialector = sqlite.Open(":memory:")
+			if dialect == "mysql" {
+				require.NotEmpty(t, os.Getenv("TEST_MYSQL_DSN"))
+				driver = mysql.Open(os.Getenv("TEST_MYSQL_DSN"))
+			}
+			if dialect == "postgres" {
+				require.NotEmpty(t, os.Getenv("TEST_POSTGRES_DSN"))
+				driver = postgres.Open(os.Getenv("TEST_POSTGRES_DSN"))
+			}
+			db, err := gorm.Open(driver, &gorm.Config{NamingStrategy: schema.NamingStrategy{TablePrefix: fmt.Sprintf("bot_%d_", time.Now().UnixNano())}})
+			require.NoError(t, err)
+			conn, err := db.DB()
+			require.NoError(t, err)
+			conn.SetMaxOpenConns(1)
+			oldDB := model.DB
+			model.DB = db
+			t.Cleanup(func() { require.NoError(t, db.Migrator().DropTable(&model.User{})); model.DB = oldDB; _ = conn.Close() })
+			require.NoError(t, db.AutoMigrate(&model.User{}))
+			rows := []model.User{
+				{Id: 1, Username: "bot1", Email: "a@example.com", Status: 1, Quota: 250000},
+				{Id: 2, Username: "bot2", Email: "dup@example.com", Status: 1, Quota: 0},
+				{Id: 3, Username: "bot3", Email: "dup@example.com", Status: 1, Quota: -500000},
+				{Id: 4, Username: "bot4", Email: "disabled@example.com", Status: 2, Quota: 900000},
+				{Id: 5, Username: "bot5", Email: "gone@example.com", Status: 1},
+			}
+			for i := range rows {
+				rows[i].AffCode = fmt.Sprintf("bot%d", i)
+			}
+			require.NoError(t, db.Create(&rows).Error)
+			require.NoError(t, db.Delete(&rows[4]).Error)
+			r := gin.New()
+			r.POST("/api/bot/balances", BotBalanceQuery)
+			for _, tc := range []struct {
+				name, body, token string
+				status            int
+				code              string
+			}{
+				{"missing key", `{}`, "", 401, "unauthorized"},
+				{"wrong key", `{}`, "Bearer wrong", 401, "unauthorized"},
+				{"empty", `{}`, "Bearer " + key, 400, "invalid_request"},
+				{"both", `{"email":"a@example.com","ids":[1]}`, "Bearer " + key, 400, "invalid_request"},
+				{"bad id", `{"ids":[0]}`, "Bearer " + key, 400, "invalid_request"},
+				{"bad email", `{"email":"invalid"}`, "Bearer " + key, 400, "invalid_email"},
+				{"deleted", `{"email":"gone@example.com"}`, "Bearer " + key, 409, "not_found"},
+				{"duplicate", `{"email":"dup@example.com"}`, "Bearer " + key, 409, "ambiguous_email"},
+				{"exact not substring", `{"email":"aa@example.com"}`, "Bearer " + key, 409, "not_found"},
+				{"normalized", `{"email":" A@EXAMPLE.COM "}`, "Bearer " + key, 200, ""},
+				{"batch", `{"ids":[1,2,3,4,5,999]}`, "Bearer " + key, 200, ""},
+			} {
+				t.Run(tc.name, func(t *testing.T) {
+					w := httptest.NewRecorder()
+					req := httptest.NewRequest("POST", "/api/bot/balances", strings.NewReader(tc.body))
+					req.Header.Set("Authorization", tc.token)
+					req.Header.Set("Content-Type", "application/json")
+					r.ServeHTTP(w, req)
+					require.Equal(t, tc.status, w.Code, w.Body.String())
+					assert.Equal(t, "no-store", w.Header().Get("Cache-Control"))
+					assert.Equal(t, tc.code, gjson.Get(w.Body.String(), "code").String())
+					if tc.status == 200 {
+						assert.NotContains(t, w.Body.String(), "email")
+						assert.NotContains(t, w.Body.String(), "quota")
+						assert.NotContains(t, w.Body.String(), "password")
+						assert.Equal(t, "3.65", gjson.Get(w.Body.String(), "data.0.balance_cny").String())
+						if tc.name == "batch" {
+							assert.Equal(t, int64(4), gjson.Get(w.Body.String(), "data.#").Int())
+							assert.Equal(t, "0", gjson.Get(w.Body.String(), "data.1.balance_cny").String())
+							assert.Equal(t, "-7.3", gjson.Get(w.Body.String(), "data.2.balance_cny").String())
+							assert.False(t, gjson.Get(w.Body.String(), "data.3.active").Bool())
+							assert.False(t, gjson.Get(w.Body.String(), "data.3.balance_cny").Exists())
+						}
+					}
+				})
+			}
+			t.Setenv("BOT_BALANCE_KEY", "")
+			w := httptest.NewRecorder()
+			r.ServeHTTP(w, httptest.NewRequest("POST", "/api/bot/balances", strings.NewReader(`{}`)))
+			assert.Equal(t, 401, w.Code)
+			t.Setenv("BOT_BALANCE_KEY", key)
+		})
+	}
+}
diff --git a/controller/chain_detection.go b/controller/chain_detection.go
new file mode 100644
index 0000000..bc50456
--- /dev/null
+++ b/controller/chain_detection.go
@@ -0,0 +1,156 @@
+package controller
+
+import (
+	"context"
+	"crypto/sha256"
+	"crypto/subtle"
+	"encoding/hex"
+	"errors"
+	"net/http"
+	"os"
+	"slices"
+	"strings"
+	"sync"
+	"time"
+
+	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/model"
+	fingerprint "github.com/QuantumNous/new-api/pkg/model_fingerprint"
+	"github.com/QuantumNous/new-api/service"
+	"github.com/gin-gonic/gin"
+	"gorm.io/gorm"
+)
+
+var chainEnqueue sync.Mutex
+var chainKinds = []string{"fingerprint", "ciallo", "vision"}
+
+// All three child tasks are committed together, using the existing durable ledger.
+func enqueueChainTest(ctx context.Context, group string, channelID int) ([]model.DetectionRun, error) {
+	chainEnqueue.Lock()
+	defer chainEnqueue.Unlock()
+	var runs []model.DetectionRun
+	err := model.DB.WithContext(ctx).Transaction(func(tx *gorm.DB) error {
+		var active []model.DetectionRun
+		if err := tx.Where("group_name = ? AND request_key LIKE ? AND settled = ? AND deadline > ?", group, "chain:%", false, time.Now().Unix()).Order("created_at asc").Limit(1).Find(&active).Error; err != nil {
+			return err
+		}
+		if len(active) > 0 {
+			id, _, _ := strings.Cut(active[0].ID, "_")
+			return tx.Where("id IN ?", []string{id + "_fingerprint", id + "_ciallo", id + "_vision"}).Find(&runs).Error
+		}
+		id, err := common.GenerateRandomCharsKey(32)
+		if err != nil {
+			return err
+		}
+		now := time.Now().Unix()
+		for _, kind := range chainKinds {
+			runs = append(runs, model.DetectionRun{ID: id + "_" + kind, RequestKey: "chain:" + id + ":" + kind, ChannelID: channelID, GroupName: group, Kind: kind, Status: "pending", CreatedAt: now, Deadline: now + 600})
+		}
+		return tx.Create(&runs).Error
+	})
+	return runs, err
+}
+
+func BotChainTest(c *gin.Context) {
+	c.Header("Cache-Control", "no-store")
+	key := os.Getenv("BOT_BALANCE_KEY")
+	derived := sha256.Sum256([]byte("newapi-chaintest-v1:" + key))
+	raw, bearer := strings.CutPrefix(c.GetHeader("Authorization"), "Bearer ")
+	expected, supplied := sha256.Sum256([]byte(hex.EncodeToString(derived[:]))), sha256.Sum256([]byte(raw))
+	if len(key) < 32 || !bearer || subtle.ConstantTimeCompare(expected[:], supplied[:]) != 1 {
+		c.JSON(http.StatusUnauthorized, gin.H{"success": false, "code": "unauthorized"})
+		return
+	}
+	var runs []model.DetectionRun
+	if c.Request.Method == http.MethodPost {
+		c.Request.Body = http.MaxBytesReader(c.Writer, c.Request.Body, 1024)
+		var input struct {
+			Group string `json:"group"`
+		}
+		if c.ShouldBindJSON(&input) != nil || strings.TrimSpace(input.Group) == "" || len(input.Group) > 128 {
+			c.JSON(400, gin.H{"success": false, "code": "invalid_group"})
+			return
+		}
+		input.Group = strings.TrimSpace(input.Group)
+		channels, err := service.AstraSamplingChannels(c.Request.Context())
+		if err != nil {
+			c.JSON(503, gin.H{"success": false, "code": "unavailable"})
+			return
+		}
+		slices.SortFunc(channels, func(a, b model.Channel) int { return a.Id - b.Id })
+		selected := 0
+		for _, channel := range channels {
+			if slices.Contains(channel.GetGroups(), input.Group) {
+				selected = channel.Id
+				break
+			}
+		}
+		if selected == 0 {
+			c.JSON(404, gin.H{"success": false, "code": "group_unavailable"})
+			return
+		}
+		runs, err = enqueueChainTest(c.Request.Context(), input.Group, selected)
+		if err != nil {
+			c.JSON(503, gin.H{"success": false, "code": "unavailable"})
+			return
+		}
+		for _, run := range runs {
+			go processDetection(context.Background(), run)
+		}
+	} else {
+		id := c.Param("id")
+		if len(id) != 32 || strings.ContainsAny(id, "_%") {
+			c.JSON(404, gin.H{"success": false, "code": "not_found"})
+			return
+		}
+		err := model.DB.WithContext(c.Request.Context()).Where("id IN ? AND request_key LIKE ?", []string{id + "_fingerprint", id + "_ciallo", id + "_vision"}, "chain:"+id+":%").Find(&runs).Error
+		if err != nil {
+			c.JSON(503, gin.H{"success": false, "code": "unavailable"})
+			return
+		}
+	}
+	data, err := chainTestResult(runs, time.Now().Unix())
+	if err != nil {
+		c.JSON(404, gin.H{"success": false, "code": "not_found"})
+		return
+	}
+	c.JSON(200, gin.H{"success": true, "data": data})
+}
+
+func chainTestResult(runs []model.DetectionRun, now int64) (gin.H, error) {
+	if len(runs) != 3 {
+		return nil, errors.New("incomplete chain")
+	}
+	id, _, _ := strings.Cut(runs[0].ID, "_")
+	results := make(map[string]any, 3)
+	done := true
+	for _, run := range runs {
+		run = service.NormalizeVisionRun(run)
+		state, text, match := "running", "", ""
+		if run.Settled {
+			state = "failed"
+			var result fingerprint.Result
+			if run.Status == "succeeded" && common.UnmarshalJsonStr(run.Result, &result) == nil {
+				text = result.Closest
+				if run.Kind == "fingerprint" {
+					match = service.AstraSamplingResultStatus(result)
+					state = match
+					if state != "match" && state != "mismatch" && state != "inconclusive" {
+						state = "failed"
+					}
+				} else if strings.TrimSpace(text) != "" {
+					state = service.VisionQuality(text)
+					if run.Kind == "ciallo" {
+						state = service.CialloQuality(text)
+					}
+				}
+			}
+		} else if now >= run.Deadline {
+			state = "failed"
+		} else {
+			done = false
+		}
+		results[run.Kind] = gin.H{"status": state, "text": text}
+	}
+	return gin.H{"id": id, "group": runs[0].GroupName, "deadline": runs[0].Deadline, "done": done, "results": results}, nil
+}
diff --git a/controller/channel-billing.go b/controller/channel-billing.go
index c573b1b..3285dc0 100644
--- a/controller/channel-billing.go
+++ b/controller/channel-billing.go
@@ -157,7 +157,8 @@ func GetResponseBody(method, url string, channel *model.Channel, headers http.He
 	for k := range headers {
 		req.Header.Add(k, headers.Get(k))
 	}
-	client, err := service.GetHttpClientWithProxy(channel.GetSetting().Proxy)
+	setting := channel.GetSetting()
+	client, err := service.GetHttpClientWithProxySettings(setting.Proxy, setting)
 	if err != nil {
 		return nil, err
 	}
@@ -420,6 +421,113 @@ func updateChannelMoonshotBalance(channel *model.Channel) (float64, error) {
 	return availableBalanceUsd, nil
 }
 
+func updateChannelSub2APIBalance(channel *model.Channel) (float64, error) {
+	baseURL := channel.GetBaseURL()
+	if baseURL == "" {
+		return 0, errors.New("Sub2API channel is missing base_url")
+	}
+	url := fmt.Sprintf("%s/v1/usage", strings.TrimRight(baseURL, "/"))
+	body, err := GetResponseBody("GET", url, channel, GetAuthHeader(channel.Key))
+	if err != nil {
+		return 0, err
+	}
+
+	type sub2apiUsageResponse struct {
+		Balance      *float64 `json:"balance"`
+		Remaining    *float64 `json:"remaining"`
+		IsValid      *bool    `json:"isValid"`
+		Subscription *struct {
+			DailyLimitUSD   *float64 `json:"daily_limit_usd"`
+			WeeklyLimitUSD  *float64 `json:"weekly_limit_usd"`
+			MonthlyLimitUSD *float64 `json:"monthly_limit_usd"`
+		} `json:"subscription"`
+	}
+	usage := sub2apiUsageResponse{}
+	if err := common.Unmarshal(body, &usage); err != nil {
+		return 0, err
+	}
+	if usage.IsValid != nil && !*usage.IsValid {
+		return 0, errors.New("Sub2API key is invalid (isValid=false)")
+	}
+
+	balance := usage.Remaining
+	if balance == nil {
+		balance = usage.Balance
+	}
+	if balance == nil {
+		return 0, errors.New("Sub2API /v1/usage response is missing remaining and balance fields (the key may belong to a subscription group without an available balance)")
+	}
+	// Sub2API reports remaining=-1 for a subscription group with no daily, weekly,
+	// or monthly limit. A wallet balance can legitimately be negative, so detect
+	// the unlimited case from the subscription limits rather than the value.
+	subscription := usage.Subscription
+	if subscription != nil && subscription.DailyLimitUSD == nil && subscription.WeeklyLimitUSD == nil && subscription.MonthlyLimitUSD == nil {
+		return 0, errors.New("Sub2API /v1/usage reports an unlimited subscription without a finite balance")
+	}
+	channel.UpdateBalance(*balance)
+	return *balance, nil
+}
+
+// updateChannelNewAPIBalance reads the upstream key's remaining quota. When the
+// upstream also returns its owner's quota, the smaller of the two is what the
+// key can still spend. Quota converts to USD with the upstream's quota_per_unit.
+func updateChannelNewAPIBalance(channel *model.Channel) (float64, error) {
+	baseURL := strings.TrimRight(channel.GetBaseURL(), "/")
+	if baseURL == "" {
+		return 0, errors.New("New API channel is missing base_url")
+	}
+	body, err := GetResponseBody("GET", baseURL+"/api/usage/token/", channel, GetAuthHeader(channel.Key))
+	if err != nil {
+		return 0, err
+	}
+	var usage struct {
+		Code    bool   `json:"code"`
+		Message string `json:"message"`
+		Data    struct {
+			TotalAvailable float64 `json:"total_available"`
+			UnlimitedQuota bool    `json:"unlimited_quota"`
+			UserQuota      *struct {
+				TotalAvailable float64 `json:"total_available"`
+			} `json:"user_quota"`
+		} `json:"data"`
+	}
+	if err := common.Unmarshal(body, &usage); err != nil {
+		return 0, err
+	}
+	if !usage.Code {
+		return 0, fmt.Errorf("New API usage query failed: %s", usage.Message)
+	}
+	remaining := usage.Data.TotalAvailable
+	if usage.Data.UnlimitedQuota {
+		remaining = math.Inf(1)
+	}
+	if userQuota := usage.Data.UserQuota; userQuota != nil {
+		remaining = min(remaining, userQuota.TotalAvailable)
+	}
+	if math.IsInf(remaining, 1) {
+		return 0, common.NewMessage(`The upstream key has unlimited quota. Turn on "Allow querying user quota" for this key on the upstream to see the real balance.`)
+	}
+
+	body, err = GetResponseBody("GET", baseURL+"/api/status", channel, nil)
+	if err != nil {
+		return 0, err
+	}
+	var status struct {
+		Data struct {
+			QuotaPerUnit float64 `json:"quota_per_unit"`
+		} `json:"data"`
+	}
+	if err := common.Unmarshal(body, &status); err != nil {
+		return 0, err
+	}
+	if status.Data.QuotaPerUnit <= 0 {
+		return 0, errors.New("New API /api/status response is missing quota_per_unit")
+	}
+	balance := remaining / status.Data.QuotaPerUnit
+	channel.UpdateBalance(balance)
+	return balance, nil
+}
+
 func fetchAdvancedCustomBalance(channel *model.Channel) (channelBalanceResult, error) {
 	key := strings.TrimSpace(channel.Key)
 	info := &relaycommon.RelayInfo{
@@ -453,7 +561,8 @@ func fetchAdvancedCustomBalance(channel *model.Channel) (channelBalanceResult, e
 			request.Host = headers.Get(name)
 		}
 	}
-	client, err := service.GetHttpClientWithProxy(channel.GetSetting().Proxy)
+	setting := channel.GetSetting()
+	client, err := service.GetHttpClientWithProxySettings(setting.Proxy, setting)
 	if err != nil {
 		return channelBalanceResult{}, sanitizeFetchModelsError(err, key)
 	}
@@ -524,7 +633,7 @@ func updateStandardChannelBalance(channel *model.Channel) (float64, error) {
 			baseURL = channel.GetBaseURL()
 		}
 	case constant.ChannelTypeAzure:
-		return 0, errors.New("尚未实现")
+		return 0, common.NewMessage("Not implemented yet")
 	case constant.ChannelTypeCustom:
 		baseURL = channel.GetBaseURL()
 	//case common.ChannelTypeOpenAISB:
@@ -543,8 +652,12 @@ func updateStandardChannelBalance(channel *model.Channel) (float64, error) {
 		return updateChannelOpenRouterBalance(channel)
 	case constant.ChannelTypeMoonshot:
 		return updateChannelMoonshotBalance(channel)
+	case constant.ChannelTypeSub2API:
+		return updateChannelSub2APIBalance(channel)
+	case constant.ChannelTypeNewAPI:
+		return updateChannelNewAPIBalance(channel)
 	default:
-		return 0, errors.New("尚未实现")
+		return 0, common.NewMessage("Not implemented yet")
 	}
 	url := fmt.Sprintf("%s/v1/dashboard/billing/subscription", baseURL)
 
@@ -594,10 +707,7 @@ func UpdateChannelBalance(c *gin.Context) {
 		return
 	}
 	if channel.ChannelInfo.IsMultiKey {
-		c.JSON(http.StatusOK, gin.H{
-			"success": false,
-			"message": "多密钥渠道不支持余额查询",
-		})
+		common.ApiErrorT(c, "Multi-key channels do not support balance queries")
 		return
 	}
 	result, err := updateChannelBalance(channel)
@@ -639,7 +749,7 @@ func updateAllChannelsBalance() error {
 		} else if result.RawResponse == "" {
 			// err is nil & balance <= 0 means quota is used up
 			if result.Balance <= 0 {
-				service.DisableChannel(*types.NewChannelError(channel.Id, channel.Type, channel.Name, channel.ChannelInfo.IsMultiKey, "", channel.GetAutoBan()), "余额不足")
+				service.DisableChannel(*types.NewChannelError(channel.Id, channel.Type, channel.Name, channel.ChannelInfo.IsMultiKey, "", channel.GetAutoBan()), "Insufficient balance")
 			}
 		}
 		time.Sleep(common.RequestInterval)
@@ -664,8 +774,8 @@ func UpdateAllChannelsBalance(c *gin.Context) {
 func AutomaticallyUpdateChannels(frequency int) {
 	for {
 		time.Sleep(time.Duration(frequency) * time.Minute)
-		common.SysLog("updating all channels")
+		common.SysLog(common.LogText("updating all channels"))
 		_ = updateAllChannelsBalance()
-		common.SysLog("channels update done")
+		common.SysLog(common.LogText("channels update done"))
 	}
 }
diff --git a/controller/channel-test.go b/controller/channel-test.go
index 7a15edc..79545dc 100644
--- a/controller/channel-test.go
+++ b/controller/channel-test.go
@@ -16,6 +16,7 @@ import (
 
 	"github.com/QuantumNous/new-api/common"
 	"github.com/QuantumNous/new-api/constant"
+	"github.com/QuantumNous/new-api/i18n"
 	"github.com/QuantumNous/new-api/middleware"
 	"github.com/QuantumNous/new-api/model"
 	"github.com/QuantumNous/new-api/pkg/billingexpr"
@@ -293,7 +294,7 @@ func testChannel(ctx context.Context, channel *model.Channel, testUserID int, te
 	//// 创建一个用于日志的 info 副本，移除 ApiKey
 	//logInfo := info
 	//logInfo.ApiKey = ""
-	common.SysLog(fmt.Sprintf("testing channel %d with model %s , info %+v ", channel.Id, testModel, info.ToString()))
+	common.SysLog(common.LogText("testing channel %d with model %s , info %+v ", channel.Id, testModel, info.ToString()))
 
 	priceData, err := helper.ModelPriceHelper(c, info, 0, request.GetTokenCountMeta())
 	if err != nil {
@@ -447,7 +448,7 @@ func testChannel(ctx context.Context, channel *model.Channel, testUserID int, te
 		httpResp = resp.(*http.Response)
 		if httpResp.StatusCode != http.StatusOK {
 			err := service.RelayErrorHandler(c.Request.Context(), httpResp, true)
-			common.SysError(fmt.Sprintf(
+			common.SysError(common.LogText(
 				"channel test bad response: channel_id=%d name=%s type=%d model=%s endpoint_type=%s status=%d err=%v",
 				channel.Id,
 				channel.Name,
@@ -508,15 +509,15 @@ func testChannel(ctx context.Context, channel *model.Channel, testUserID int, te
 		PromptTokens:     usage.PromptTokens,
 		CompletionTokens: usage.CompletionTokens,
 		ModelName:        info.OriginModelName,
-		TokenName:        "模型测试",
+		TokenName:        "Model test",
 		Quota:            quota,
-		Content:          "模型测试",
+		Content:          []*common.Message{common.NewMessage("Model test")},
 		UseTimeSeconds:   int(consumedTime),
 		IsStream:         info.IsStream,
 		Group:            info.UsingGroup,
 		Other:            other,
 	})
-	common.SysLog(fmt.Sprintf("testing channel #%d, response: \n%s", channel.Id, string(respBody)))
+	common.SysLog(common.LogText("testing channel #%d, response: \n%s", channel.Id, string(respBody)))
 	return testResult{
 		context:     c,
 		localErr:    nil,
@@ -938,7 +939,12 @@ func testChannelForHealthCheck(ctx context.Context, channel *model.Channel, test
 
 	if common.AutomaticDisableChannelEnabled && !shouldBanChannel {
 		if milliseconds > disableThreshold {
-			err := fmt.Errorf("响应时间 %.2fs 超过阈值 %.2fs", float64(milliseconds)/1000.0, float64(disableThreshold)/1000.0)
+			// The reason is stored with the channel and sent in the disable
+			// notice; no request states a language here.
+			err := errors.New(i18n.Translate("", i18n.MsgChannelResponseTimeExceeded, map[string]any{
+				"Seconds":   fmt.Sprintf("%.2f", float64(milliseconds)/1000.0),
+				"Threshold": fmt.Sprintf("%.2f", float64(disableThreshold)/1000.0),
+			}))
 			newAPIError = types.NewOpenAIError(err, types.ErrorCodeChannelResponseTimeExceeded, http.StatusRequestTimeout)
 			shouldBanChannel = true
 		}
@@ -1085,8 +1091,9 @@ func performChannelTests(ctx context.Context, channels []*model.Channel, testUse
 // stops promptly. mode selects the channel set: an empty mode falls back to the
 // configured monitor ChannelTestMode (scheduled behavior), while a manual
 // trigger passes ChannelTestModeScheduledAll to test every channel. When notify
-// is set the root user is notified on completion. Cross-instance execution is
-// guarded by the system task per-type lock, so no process-local guard is needed.
+// is set, the administrators who receive channel notices are notified on
+// completion. Cross-instance execution is guarded by the system task per-type
+// lock, so no process-local guard is needed.
 func runChannelTestTask(ctx context.Context, mode string, notify bool, report func(processed, total int)) (channelTestSummary, error) {
 	testUserID, err := resolveChannelTestUserID(nil)
 	if err != nil {
@@ -1104,7 +1111,9 @@ func runChannelTestTask(ctx context.Context, mode string, notify bool, report fu
 	concurrency := operation_setting.GetMonitorSetting().ChannelTestConcurrency
 	summary := performChannelTests(ctx, selected, testUserID, allowDisable, concurrency, report)
 	if notify && (ctx == nil || ctx.Err() == nil) {
-		service.NotifyRootUser(dto.NotifyTypeChannelTest, "通道测试完成", "所有通道测试已完成")
+		service.NotifyChannelWatchers(dto.NotifyTypeChannelTest, func(lang string) (string, string) {
+			return i18n.Translate(lang, i18n.MsgChannelTestCompletedSubject), i18n.Translate(lang, i18n.MsgChannelTestCompletedContent)
+		})
 	}
 	return summary, nil
 }
@@ -1139,15 +1148,12 @@ func TestAllChannels(c *gin.Context) {
 		return
 	}
 	if !created {
-		c.JSON(http.StatusConflict, gin.H{
-			"success": false,
-			"message": "已有通道测试任务正在运行或等待中，不能启动本次手动任务",
-			"data": gin.H{
-				"task_id": task.TaskID,
-				"status":  task.Status,
-				"type":    task.Type,
-			},
-		})
+		msg := common.NewMessage("A channel test task is already running or queued. Cannot start this manual task")
+		common.ApiErrorStatus(c, http.StatusConflict, msg, gin.H{"data": gin.H{
+			"task_id": task.TaskID,
+			"status":  task.Status,
+			"type":    task.Type,
+		}})
 		return
 	}
 	c.JSON(http.StatusOK, gin.H{
diff --git a/controller/channel.go b/controller/channel.go
index a20b9a1..01bd112 100644
--- a/controller/channel.go
+++ b/controller/channel.go
@@ -6,13 +6,13 @@ import (
 	"errors"
 	"fmt"
 	"net/http"
+	"slices"
 	"strconv"
 	"strings"
 	"time"
 
 	"github.com/QuantumNous/new-api/common"
 	"github.com/QuantumNous/new-api/constant"
-	"github.com/QuantumNous/new-api/i18n"
 	"github.com/QuantumNous/new-api/model"
 	"github.com/QuantumNous/new-api/pkg/jsplugin"
 	relaychannel "github.com/QuantumNous/new-api/relay/channel"
@@ -212,14 +212,14 @@ func GetAllChannels(c *gin.Context) {
 	if enableTagMode {
 		tags, err := model.GetPaginatedChannelTags(buildChannelListQuery(groupFilter, statusFilter, typeFilter), pageInfo.GetStartIdx(), pageInfo.GetPageSize())
 		if err != nil {
-			common.SysError("failed to get paginated tags: " + err.Error())
-			c.JSON(http.StatusOK, gin.H{"success": false, "message": "获取标签失败，请稍后重试"})
+			common.SysError(common.LogText("failed to get paginated tags: %s", err.Error()))
+			common.ApiErrorT(c, "Failed to fetch tags. Please try again later")
 			return
 		}
 		total, err = model.CountChannelTags(buildChannelListQuery(groupFilter, statusFilter, typeFilter))
 		if err != nil {
-			common.SysError("failed to count tags: " + err.Error())
-			c.JSON(http.StatusOK, gin.H{"success": false, "message": "获取标签数量失败，请稍后重试"})
+			common.SysError(common.LogText("failed to count tags: %s", err.Error()))
+			common.ApiErrorT(c, "Failed to count tags. Please try again later")
 			return
 		}
 		for _, tag := range tags {
@@ -231,16 +231,16 @@ func GetAllChannels(c *gin.Context) {
 				Omit("key").
 				Find(&tagChannels).Error
 			if err != nil {
-				common.SysError("failed to get channels by tag: " + err.Error())
-				c.JSON(http.StatusOK, gin.H{"success": false, "message": "获取标签渠道失败，请稍后重试"})
+				common.SysError(common.LogText("failed to get channels by tag: %s", err.Error()))
+				common.ApiErrorT(c, "Failed to fetch channels with this tag. Please try again later")
 				return
 			}
 			channelData = append(channelData, tagChannels...)
 		}
 	} else {
 		if err := buildChannelListQuery(groupFilter, statusFilter, typeFilter).Count(&total).Error; err != nil {
-			common.SysError("failed to count channels: " + err.Error())
-			c.JSON(http.StatusOK, gin.H{"success": false, "message": "获取渠道数量失败，请稍后重试"})
+			common.SysError(common.LogText("failed to count channels: %s", err.Error()))
+			common.ApiErrorT(c, "Failed to count channels. Please try again later")
 			return
 		}
 
@@ -250,8 +250,8 @@ func GetAllChannels(c *gin.Context) {
 			Omit("key").
 			Find(&channelData).Error
 		if err != nil {
-			common.SysError("failed to get channels: " + err.Error())
-			c.JSON(http.StatusOK, gin.H{"success": false, "message": "获取渠道列表失败，请稍后重试"})
+			common.SysError(common.LogText("failed to get channels: %s", err.Error()))
+			common.ApiErrorT(c, "Failed to fetch channels. Please try again later")
 			return
 		}
 	}
@@ -266,8 +266,8 @@ func GetAllChannels(c *gin.Context) {
 		Count int64
 	}
 	if err := countQuery.Select("type, count(*) as count").Group("type").Find(&results).Error; err != nil {
-		common.SysError("failed to count channel types: " + err.Error())
-		c.JSON(http.StatusOK, gin.H{"success": false, "message": "获取渠道类型统计失败，请稍后重试"})
+		common.SysError(common.LogText("failed to count channel types: %s", err.Error()))
+		common.ApiErrorT(c, "Failed to count channel types. Please try again later")
 		return
 	}
 	typeCounts := make(map[int64]int64)
@@ -333,10 +333,7 @@ func FetchUpstreamModels(c *gin.Context) {
 
 	ids, err := fetchChannelUpstreamModelIDs(channel)
 	if err != nil {
-		c.JSON(http.StatusOK, gin.H{
-			"success": false,
-			"message": fmt.Sprintf("获取模型列表失败: %s", err.Error()),
-		})
+		common.ApiErrorT(c, "Failed to fetch models: {{error}}", map[string]any{"error": err.Error()})
 		return
 	}
 
@@ -376,10 +373,7 @@ func SearchChannels(c *gin.Context) {
 	if enableTagMode {
 		tags, err := model.SearchTags(keyword, group, modelKeyword, idSort)
 		if err != nil {
-			c.JSON(http.StatusOK, gin.H{
-				"success": false,
-				"message": err.Error(),
-			})
+			common.ApiError(c, err)
 			return
 		}
 		for _, tag := range tags {
@@ -389,10 +383,7 @@ func SearchChannels(c *gin.Context) {
 					Omit("key").
 					Find(&tagChannels).Error
 				if err != nil {
-					c.JSON(http.StatusOK, gin.H{
-						"success": false,
-						"message": err.Error(),
-					})
+					common.ApiError(c, err)
 					return
 				}
 				channelData = append(channelData, tagChannels...)
@@ -401,10 +392,7 @@ func SearchChannels(c *gin.Context) {
 	} else {
 		channels, err := model.SearchChannels(keyword, group, modelKeyword, idSort, sortOptions)
 		if err != nil {
-			c.JSON(http.StatusOK, gin.H{
-				"success": false,
-				"message": err.Error(),
-			})
+			common.ApiError(c, err)
 			return
 		}
 		channelData = channels
@@ -506,14 +494,14 @@ func GetChannel(c *gin.Context) {
 func GetChannelKey(c *gin.Context) {
 	channelId, err := strconv.Atoi(c.Param("id"))
 	if err != nil || channelId <= 0 {
-		common.ApiErrorMsg(c, "渠道ID格式错误")
+		common.ApiErrorT(c, "Invalid channel ID")
 		return
 	}
 
 	// 获取渠道信息（包含密钥）
 	channel, err := model.GetChannelById(channelId, true)
 	if errors.Is(err, gorm.ErrRecordNotFound) {
-		common.ApiErrorI18n(c, i18n.MsgChannelNotExists)
+		common.ApiErrorT(c, "Channel does not exist")
 		return
 	}
 	if err != nil {
@@ -528,15 +516,15 @@ func GetChannelKey(c *gin.Context) {
 	})
 
 	// 返回渠道密钥
-	c.JSON(http.StatusOK, gin.H{
-		"success": true,
-		"message": "获取成功",
-		"data": map[string]any{
-			"key": channel.Key,
-		},
+	common.ApiSuccessT(c, "Fetched successfully", map[string]any{
+		"key": channel.Key,
 	})
 }
 
+// maxTaskExtendPluginKeys bounds the plugins one New API channel can be
+// extended with; it comfortably covers every built-in and installed plugin.
+const maxTaskExtendPluginKeys = 32
+
 // validateChannel 通用的渠道校验函数
 func validateChannel(channel *model.Channel, isAdd bool) error {
 	if channel == nil {
@@ -545,7 +533,7 @@ func validateChannel(channel *model.Channel, isAdd bool) error {
 
 	// 校验 channel settings
 	if err := channel.ValidateSettings(); err != nil {
-		return fmt.Errorf("渠道额外设置[channel setting] 格式错误：%s", err.Error())
+		return common.NewMessage("Invalid channel settings format: {{error}}", map[string]any{"error": err.Error()})
 	}
 	if channel.Type == constant.ChannelTypeTaskPlugin {
 		pluginKey := strings.TrimSpace(channel.GetSetting().TaskPluginKey)
@@ -571,6 +559,42 @@ func validateChannel(channel *model.Channel, isAdd bool) error {
 		}
 	}
 
+	setting := channel.GetSetting()
+	if channel.Type != constant.ChannelTypeNewAPI && len(setting.TaskExtendPluginKeys) > 0 {
+		return fmt.Errorf("task_extend_plugin_keys is only supported on New API channels")
+	}
+	if channel.Type == constant.ChannelTypeNewAPI {
+		if len(setting.TaskExtendPluginKeys) > maxTaskExtendPluginKeys {
+			return fmt.Errorf("task_extend_plugin_keys must not exceed %d plugins", maxTaskExtendPluginKeys)
+		}
+		// The single key stays valid on a New API channel, so both bindings are
+		// checked as one set.
+		keys := setting.TaskExtendPluginKeys
+		if setting.TaskPluginKey != "" {
+			keys = append([]string{setting.TaskPluginKey}, keys...)
+		}
+		bound := make(map[string]struct{}, len(keys))
+		for _, key := range keys {
+			if key == "" || key != strings.TrimSpace(key) {
+				return fmt.Errorf("task plugin key %q is invalid", key)
+			}
+			if len(key) > 30 {
+				return fmt.Errorf("task plugin key must not exceed 30 characters")
+			}
+			if _, duplicate := bound[key]; duplicate {
+				return fmt.Errorf("task plugin %q is bound more than once", key)
+			}
+			plugin, ok := jsplugin.DefaultRegistry.Get(key)
+			if !ok {
+				return fmt.Errorf("task plugin %q is not registered", key)
+			}
+			if !plugin.Meta.SupportsUpstream(jsplugin.UpstreamKindNewAPI) {
+				return fmt.Errorf("task plugin %q does not support a New API upstream and cannot be bound to a New API channel", key)
+			}
+			bound[key] = struct{}{}
+		}
+	}
+
 	if channel.Type == constant.ChannelTypeNewAPI && strings.TrimSpace(channel.GetBaseURL()) == "" {
 		return fmt.Errorf("New API channel base URL cannot be empty")
 	}
@@ -590,7 +614,7 @@ func validateChannel(channel *model.Channel, isAdd bool) error {
 		// 检查模型名称长度是否超过 255
 		for _, m := range channel.GetModels() {
 			if len(m) > 255 {
-				return fmt.Errorf("模型名称过长: %s", m)
+				return common.NewMessage("Model name is too long: {{model}}", map[string]any{"model": m})
 			}
 		}
 	}
@@ -598,16 +622,16 @@ func validateChannel(channel *model.Channel, isAdd bool) error {
 	// VertexAI 特殊校验
 	if channel.Type == constant.ChannelTypeVertexAi {
 		if channel.Other == "" {
-			return fmt.Errorf("部署地区不能为空")
+			return common.NewMessage("Deployment region cannot be empty")
 		}
 
 		regionMap, err := common.StrToMap(channel.Other)
 		if err != nil {
-			return fmt.Errorf("部署地区必须是标准的Json格式，例如{\"default\": \"us-central1\", \"region2\": \"us-east1\"}")
+			return common.NewMessage("Deployment region must be valid JSON, for example {{example}}", map[string]any{"example": `{"default": "us-central1", "region2": "us-east1"}`})
 		}
 
 		if regionMap["default"] == nil {
-			return fmt.Errorf("部署地区必须包含default字段")
+			return common.NewMessage("Deployment region must include a default field")
 		}
 	}
 
@@ -646,8 +670,8 @@ func RefreshCodexChannelCredential(c *gin.Context) {
 
 	oauthKey, ch, err := service.RefreshCodexChannelCredential(ctx, channelId, service.CodexCredentialRefreshOptions{ResetCaches: true})
 	if err != nil {
-		common.SysError("failed to refresh codex channel credential: " + err.Error())
-		c.JSON(http.StatusOK, gin.H{"success": false, "message": "刷新凭证失败，请稍后重试"})
+		common.SysError(common.LogText("failed to refresh codex channel credential: %s", err.Error()))
+		common.ApiErrorT(c, "Failed to refresh credentials. Please try again later")
 		return
 	}
 
@@ -680,7 +704,7 @@ func getVertexArrayKeys(keys string) ([]string, error) {
 	var keyArray []any
 	err := common.Unmarshal([]byte(keys), &keyArray)
 	if err != nil {
-		return nil, fmt.Errorf("批量添加 Vertex AI 必须使用标准的JsonArray格式，例如[{key1}, {key2}...]，请检查输入: %w", err)
+		return nil, common.NewMessage("Batch-adding Vertex AI keys requires a JSON array, for example {{example}}. Check the input: {{error}}", map[string]any{"example": "[{key1}, {key2}...]", "error": err.Error()})
 	}
 	cleanKeys := make([]string, 0, len(keyArray))
 	for _, key := range keyArray {
@@ -689,9 +713,9 @@ func getVertexArrayKeys(keys string) ([]string, error) {
 		case string:
 			keyStr = strings.TrimSpace(v)
 		default:
-			bytes, err := json.Marshal(v)
+			bytes, err := common.Marshal(v)
 			if err != nil {
-				return nil, fmt.Errorf("Vertex AI key JSON 编码失败: %w", err)
+				return nil, common.NewMessage("Failed to encode Vertex AI key JSON: {{error}}", map[string]any{"error": err.Error()})
 			}
 			keyStr = string(bytes)
 		}
@@ -700,7 +724,7 @@ func getVertexArrayKeys(keys string) ([]string, error) {
 		}
 	}
 	if len(cleanKeys) == 0 {
-		return nil, fmt.Errorf("批量添加 Vertex AI 的 keys 不能为空")
+		return nil, common.NewMessage("Vertex AI keys for batch adding cannot be empty")
 	}
 	return cleanKeys, nil
 }
@@ -713,7 +737,10 @@ func AddChannel(c *gin.Context) {
 		return
 	}
 
-	if addChannelRequest.Channel != nil && addChannelRequest.Channel.Type == constant.ChannelTypeTaskPlugin &&
+	// Binding a plugin needs the same permission on a New API channel as the
+	// type-61 channel dedicated to it.
+	if addChannelRequest.Channel != nil &&
+		(addChannelRequest.Channel.Type == constant.ChannelTypeTaskPlugin || len(addChannelRequest.Channel.GetSetting().TaskPluginBindings()) > 0) &&
 		!authz.Can(c.GetInt("id"), c.GetInt("role"), authz.TaskPluginBind) {
 		c.JSON(http.StatusOK, gin.H{
 			"success": false,
@@ -727,10 +754,7 @@ func AddChannel(c *gin.Context) {
 		(addChannelRequest.Channel.BaseURL == nil || strings.TrimSpace(*addChannelRequest.Channel.BaseURL) == "")
 	// 使用统一的校验函数
 	if err := validateChannel(addChannelRequest.Channel, true); err != nil {
-		c.JSON(http.StatusOK, gin.H{
-			"success": false,
-			"message": err.Error(),
-		})
+		common.ApiError(c, err)
 		return
 	}
 
@@ -743,10 +767,7 @@ func AddChannel(c *gin.Context) {
 		if addChannelRequest.Channel.Type == constant.ChannelTypeVertexAi && addChannelRequest.Channel.GetOtherSettings().VertexKeyType != dto.VertexKeyTypeAPIKey {
 			array, err := getVertexArrayKeys(addChannelRequest.Channel.Key)
 			if err != nil {
-				c.JSON(http.StatusOK, gin.H{
-					"success": false,
-					"message": err.Error(),
-				})
+				common.ApiError(c, err)
 				return
 			}
 			addChannelRequest.Channel.ChannelInfo.MultiKeySize = len(array)
@@ -769,10 +790,7 @@ func AddChannel(c *gin.Context) {
 			// multi json
 			keys, err = getVertexArrayKeys(addChannelRequest.Channel.Key)
 			if err != nil {
-				c.JSON(http.StatusOK, gin.H{
-					"success": false,
-					"message": err.Error(),
-				})
+				common.ApiError(c, err)
 				return
 			}
 		} else {
@@ -781,10 +799,7 @@ func AddChannel(c *gin.Context) {
 	case "single":
 		keys = []string{addChannelRequest.Channel.Key}
 	default:
-		c.JSON(http.StatusOK, gin.H{
-			"success": false,
-			"message": "不支持的添加模式",
-		})
+		common.ApiErrorT(c, "Unsupported add mode")
 		return
 	}
 
@@ -905,10 +920,7 @@ func DisableTagChannels(c *gin.Context) {
 	channelTag := ChannelTag{}
 	err := c.ShouldBindJSON(&channelTag)
 	if err != nil || channelTag.Tag == "" {
-		c.JSON(http.StatusOK, gin.H{
-			"success": false,
-			"message": "参数错误",
-		})
+		common.ApiErrorT(c, "Invalid parameters")
 		return
 	}
 	channels, err := model.GetChannelsByTag(channelTag.Tag, false, false)
@@ -938,10 +950,7 @@ func EnableTagChannels(c *gin.Context) {
 	channelTag := ChannelTag{}
 	err := c.ShouldBindJSON(&channelTag)
 	if err != nil || channelTag.Tag == "" {
-		c.JSON(http.StatusOK, gin.H{
-			"success": false,
-			"message": "参数错误",
-		})
+		common.ApiErrorT(c, "Invalid parameters")
 		return
 	}
 	err = model.EnableChannelByTag(channelTag.Tag)
@@ -964,31 +973,22 @@ func EditTagChannels(c *gin.Context) {
 	channelTag := ChannelTag{}
 	err := c.ShouldBindJSON(&channelTag)
 	if err != nil {
-		c.JSON(http.StatusOK, gin.H{
-			"success": false,
-			"message": "参数错误",
-		})
+		common.ApiErrorT(c, "Invalid parameters")
 		return
 	}
 	if channelTag.Tag == "" {
-		c.JSON(http.StatusOK, gin.H{
-			"success": false,
-			"message": "tag不能为空",
-		})
+		common.ApiErrorT(c, "Tag cannot be empty")
 		return
 	}
 	if (channelTag.ParamOverride != nil || channelTag.HeaderOverride != nil) &&
 		!authz.Can(c.GetInt("id"), c.GetInt("role"), authz.ChannelSensitiveWrite) {
-		common.ApiErrorI18n(c, i18n.MsgAuthInsufficientPrivilege)
+		common.ApiErrorT(c, "Unauthorized, insufficient privileges")
 		return
 	}
 	if channelTag.ParamOverride != nil {
 		trimmed := strings.TrimSpace(*channelTag.ParamOverride)
 		if trimmed != "" && !json.Valid([]byte(trimmed)) {
-			c.JSON(http.StatusOK, gin.H{
-				"success": false,
-				"message": "参数覆盖必须是合法的 JSON 格式",
-			})
+			common.ApiErrorT(c, "Parameter override must be valid JSON format")
 			return
 		}
 		channelTag.ParamOverride = common.GetPointer[string](trimmed)
@@ -996,10 +996,7 @@ func EditTagChannels(c *gin.Context) {
 	if channelTag.HeaderOverride != nil {
 		trimmed := strings.TrimSpace(*channelTag.HeaderOverride)
 		if trimmed != "" && !json.Valid([]byte(trimmed)) {
-			c.JSON(http.StatusOK, gin.H{
-				"success": false,
-				"message": "请求头覆盖必须是合法的 JSON 格式",
-			})
+			common.ApiErrorT(c, "Header override must be valid JSON format")
 			return
 		}
 		channelTag.HeaderOverride = common.GetPointer[string](trimmed)
@@ -1029,10 +1026,7 @@ func DeleteChannelBatch(c *gin.Context) {
 	channelBatch := ChannelBatch{}
 	err := c.ShouldBindJSON(&channelBatch)
 	if err != nil || len(channelBatch.Ids) == 0 {
-		c.JSON(http.StatusOK, gin.H{
-			"success": false,
-			"message": "参数错误",
-		})
+		common.ApiErrorT(c, "Invalid parameters")
 		return
 	}
 	deletedCount, err := model.BatchDeleteChannels(channelBatch.Ids)
@@ -1088,7 +1082,7 @@ func UpdateChannel(c *gin.Context) {
 		return
 	}
 	if _, ok := requestData["status"]; ok {
-		common.ApiErrorI18n(c, i18n.MsgInvalidParams)
+		common.ApiErrorT(c, "Invalid parameters")
 		return
 	}
 	clearChannelReadOnlyFields(&channel, requestData)
@@ -1106,35 +1100,42 @@ func UpdateChannel(c *gin.Context) {
 		(channel.BaseURL == nil || strings.TrimSpace(*channel.BaseURL) == "")
 	// 使用统一的校验函数
 	if err := validateChannel(&channel.Channel, false); err != nil {
-		c.JSON(http.StatusOK, gin.H{
-			"success": false,
-			"message": err.Error(),
-		})
+		common.ApiError(c, err)
 		return
 	}
 	// Preserve existing ChannelInfo to ensure multi-key channels keep correct state even if the client does not send ChannelInfo in the request.
 	originChannel, err := model.GetChannelById(channel.Id, true)
 	if err != nil {
-		c.JSON(http.StatusOK, gin.H{
-			"success": false,
-			"message": err.Error(),
-		})
+		common.ApiError(c, err)
 		return
 	}
 	originProxy := originChannel.GetSetting().Proxy
 	proxyChanged := false
-	if _, settingProvided := requestData["setting"]; settingProvided {
+	_, settingProvided := requestData["setting"]
+	if settingProvided {
 		newProxy, _ := service.NormalizeProxyURL(channel.GetSetting().Proxy)
 		normalizedOriginProxy, originProxyErr := service.NormalizeProxyURL(originProxy)
 		proxyChanged = originProxyErr != nil || normalizedOriginProxy != newProxy
 	}
+	// Changing which plugins a channel binds needs the bind permission on any
+	// channel type; resubmitting an unchanged New API binding list does not, so
+	// administrators without it can still edit the rest of a gateway channel.
+	if settingProvided &&
+		!slices.Equal(channel.GetSetting().TaskPluginBindings(), originChannel.GetSetting().TaskPluginBindings()) &&
+		!authz.Can(c.GetInt("id"), c.GetInt("role"), authz.TaskPluginBind) {
+		c.JSON(http.StatusOK, gin.H{
+			"success": false,
+			"message": "task plugin channels require the task_plugin.bind permission",
+		})
+		return
+	}
 
 	// Always copy the original ChannelInfo so that fields like IsMultiKey and MultiKeySize are retained.
 	channel.ChannelInfo = originChannel.ChannelInfo
 
 	if channelHasSensitiveChanges(&channel, originChannel, requestData) &&
 		!authz.Can(c.GetInt("id"), c.GetInt("role"), authz.ChannelSensitiveWrite) {
-		common.ApiErrorI18n(c, i18n.MsgAuthInsufficientPrivilege)
+		common.ApiErrorT(c, "Unauthorized, insufficient privileges")
 		return
 	}
 
@@ -1173,10 +1174,7 @@ func UpdateChannel(c *gin.Context) {
 					if strings.HasPrefix(strings.TrimSpace(channel.Key), "[") {
 						array, err := getVertexArrayKeys(channel.Key)
 						if err != nil {
-							c.JSON(http.StatusOK, gin.H{
-								"success": false,
-								"message": "追加密钥解析失败: " + err.Error(),
-							})
+							common.ApiErrorT(c, "Failed to parse appended keys: {{error}}", map[string]any{"error": err.Error()})
 							return
 						}
 						newKeys = array
@@ -1271,12 +1269,12 @@ func UpdateChannel(c *gin.Context) {
 func UpdateChannelStatus(c *gin.Context) {
 	id, err := strconv.Atoi(c.Param("id"))
 	if err != nil {
-		common.ApiErrorI18n(c, i18n.MsgInvalidParams)
+		common.ApiErrorT(c, "Invalid parameters")
 		return
 	}
 	req := ChannelStatusRequest{}
 	if err := c.ShouldBindJSON(&req); err != nil || !isManageableChannelStatus(req.Status) {
-		common.ApiErrorI18n(c, i18n.MsgInvalidParams)
+		common.ApiErrorT(c, "Invalid parameters")
 		return
 	}
 	changed := model.UpdateChannelStatus(id, "", req.Status, "manual operation")
@@ -1301,7 +1299,7 @@ func UpdateChannelStatus(c *gin.Context) {
 func BatchUpdateChannelStatus(c *gin.Context) {
 	req := ChannelStatusBatchRequest{}
 	if err := c.ShouldBindJSON(&req); err != nil || len(req.Ids) == 0 || !isManageableChannelStatus(req.Status) {
-		common.ApiErrorI18n(c, i18n.MsgInvalidParams)
+		common.ApiErrorT(c, "Invalid parameters")
 		return
 	}
 	changedCount := 0
@@ -1441,10 +1439,7 @@ func FetchModels(c *gin.Context) {
 		var err error
 		channel, err = buildAdvancedCustomModelPreviewChannel(req)
 		if err != nil {
-			c.JSON(http.StatusOK, gin.H{
-				"success": false,
-				"message": err.Error(),
-			})
+			common.ApiError(c, err)
 			return
 		}
 	} else {
@@ -1469,10 +1464,7 @@ func FetchModels(c *gin.Context) {
 
 	models, err := fetchChannelUpstreamModelIDs(channel)
 	if err != nil {
-		c.JSON(http.StatusOK, gin.H{
-			"success": false,
-			"message": fmt.Sprintf("获取模型列表失败: %s", err.Error()),
-		})
+		common.ApiErrorT(c, "Failed to fetch models: {{error}}", map[string]any{"error": err.Error()})
 		return
 	}
 	c.JSON(http.StatusOK, gin.H{
@@ -1486,10 +1478,7 @@ func BatchSetChannelTag(c *gin.Context) {
 	channelBatch := ChannelBatch{}
 	err := c.ShouldBindJSON(&channelBatch)
 	if err != nil || len(channelBatch.Ids) == 0 {
-		c.JSON(http.StatusOK, gin.H{
-			"success": false,
-			"message": "参数错误",
-		})
+		common.ApiErrorT(c, "Invalid parameters")
 		return
 	}
 	err = model.BatchSetChannelTag(channelBatch.Ids, channelBatch.Tag)
@@ -1512,10 +1501,7 @@ func BatchSetChannelTag(c *gin.Context) {
 func GetTagModels(c *gin.Context) {
 	tag := c.Query("tag")
 	if tag == "" {
-		c.JSON(http.StatusBadRequest, gin.H{
-			"success": false,
-			"message": "tag不能为空",
-		})
+		common.ApiErrorStatus(c, http.StatusBadRequest, common.NewMessage("Tag cannot be empty"))
 		return
 	}
 
@@ -1554,7 +1540,7 @@ func GetTagModels(c *gin.Context) {
 // POST /api/channel/copy/:id
 // Optional query params:
 //
-//	suffix         - string appended to the original name (default "_复制")
+//	suffix         - string appended to the original name (default "_copy")
 //	reset_balance  - bool, when true will reset balance & used_quota to 0 (default true)
 func CopyChannel(c *gin.Context) {
 	id, err := strconv.Atoi(c.Param("id"))
@@ -1563,7 +1549,7 @@ func CopyChannel(c *gin.Context) {
 		return
 	}
 
-	suffix := c.DefaultQuery("suffix", "_复制")
+	suffix := c.DefaultQuery("suffix", "_copy")
 	resetBalance := true
 	if rbStr := c.DefaultQuery("reset_balance", "true"); rbStr != "" {
 		if v, err := strconv.ParseBool(rbStr); err == nil {
@@ -1574,11 +1560,11 @@ func CopyChannel(c *gin.Context) {
 	// fetch original channel with key
 	origin, err := model.GetChannelById(id, true)
 	if err != nil {
-		common.SysError("failed to get channel by id: " + err.Error())
-		c.JSON(http.StatusOK, gin.H{"success": false, "message": "获取渠道信息失败，请稍后重试"})
+		common.SysError(common.LogText("failed to get channel by id: %s", err.Error()))
+		common.ApiErrorT(c, "Failed to fetch channel. Please try again later")
 		return
 	}
-	if origin.Type == constant.ChannelTypeTaskPlugin &&
+	if (origin.Type == constant.ChannelTypeTaskPlugin || len(origin.GetSetting().TaskPluginBindings()) > 0) &&
 		!authz.Can(c.GetInt("id"), c.GetInt("role"), authz.TaskPluginBind) {
 		c.JSON(http.StatusOK, gin.H{"success": false, "message": "task plugin channels require the task_plugin.bind permission"})
 		return
@@ -1597,15 +1583,15 @@ func CopyChannel(c *gin.Context) {
 	}
 
 	if err := clone.ValidateSettings(); err != nil {
-		common.SysError("failed to validate cloned channel: " + err.Error())
+		common.SysError(common.LogText("failed to validate cloned channel: %s", err.Error()))
 		c.JSON(http.StatusOK, gin.H{"success": false, "message": "Failed to copy channel: invalid channel settings"})
 		return
 	}
 
 	// insert
 	if err := clone.Insert(); err != nil {
-		common.SysError("failed to clone channel: " + err.Error())
-		c.JSON(http.StatusOK, gin.H{"success": false, "message": "复制渠道失败，请稍后重试"})
+		common.SysError(common.LogText("failed to clone channel: %s", err.Error()))
+		common.ApiErrorT(c, "Failed to copy channel. Please try again later")
 		return
 	}
 	model.InitChannelCache()
@@ -1660,23 +1646,17 @@ func ManageMultiKeys(c *gin.Context) {
 
 	channel, err := model.GetChannelById(request.ChannelId, true)
 	if err != nil {
-		c.JSON(http.StatusOK, gin.H{
-			"success": false,
-			"message": "渠道不存在",
-		})
+		common.ApiErrorT(c, "Channel does not exist")
 		return
 	}
 
 	if !channel.ChannelInfo.IsMultiKey {
-		c.JSON(http.StatusOK, gin.H{
-			"success": false,
-			"message": "该渠道不是多密钥模式",
-		})
+		common.ApiErrorT(c, "This channel is not in multi-key mode")
 		return
 	}
 	if multiKeyActionRequiresSensitiveWrite(request.Action) &&
 		!authz.Can(c.GetInt("id"), c.GetInt("role"), authz.ChannelSensitiveWrite) {
-		common.ApiErrorI18n(c, i18n.MsgAuthInsufficientPrivilege)
+		common.ApiErrorT(c, "Unauthorized, insufficient privileges")
 		return
 	}
 
@@ -1808,19 +1788,13 @@ func ManageMultiKeys(c *gin.Context) {
 
 	case "disable_key":
 		if request.KeyIndex == nil {
-			c.JSON(http.StatusOK, gin.H{
-				"success": false,
-				"message": "未指定要禁用的密钥索引",
-			})
+			common.ApiErrorT(c, "No key index specified to disable")
 			return
 		}
 
 		keyIndex := *request.KeyIndex
 		if keyIndex < 0 || keyIndex >= channel.ChannelInfo.MultiKeySize {
-			c.JSON(http.StatusOK, gin.H{
-				"success": false,
-				"message": "密钥索引超出范围",
-			})
+			common.ApiErrorT(c, "Key index out of range")
 			return
 		}
 
@@ -1846,27 +1820,18 @@ func ManageMultiKeys(c *gin.Context) {
 		if shouldCloseWebSocket {
 			closeActiveChannelWebSockets([]int{channel.Id})
 		}
-		c.JSON(http.StatusOK, gin.H{
-			"success": true,
-			"message": "密钥已禁用",
-		})
+		common.ApiSuccessT(c, "Key disabled", nil)
 		return
 
 	case "enable_key":
 		if request.KeyIndex == nil {
-			c.JSON(http.StatusOK, gin.H{
-				"success": false,
-				"message": "未指定要启用的密钥索引",
-			})
+			common.ApiErrorT(c, "No key index specified to enable")
 			return
 		}
 
 		keyIndex := *request.KeyIndex
 		if keyIndex < 0 || keyIndex >= channel.ChannelInfo.MultiKeySize {
-			c.JSON(http.StatusOK, gin.H{
-				"success": false,
-				"message": "密钥索引超出范围",
-			})
+			common.ApiErrorT(c, "Key index out of range")
 			return
 		}
 
@@ -1889,10 +1854,7 @@ func ManageMultiKeys(c *gin.Context) {
 		}
 
 		model.InitChannelCache()
-		c.JSON(http.StatusOK, gin.H{
-			"success": true,
-			"message": "密钥已启用",
-		})
+		common.ApiSuccessT(c, "Key enabled", nil)
 		return
 
 	case "enable_all_keys":
@@ -1914,10 +1876,7 @@ func ManageMultiKeys(c *gin.Context) {
 		}
 
 		model.InitChannelCache()
-		c.JSON(http.StatusOK, gin.H{
-			"success": true,
-			"message": fmt.Sprintf("已启用 %d 个密钥", enabledCount),
-		})
+		common.ApiSuccessT(c, "Enabled {{count}} keys", nil, map[string]any{"count": enabledCount})
 		return
 
 	case "disable_all_keys":
@@ -1947,10 +1906,7 @@ func ManageMultiKeys(c *gin.Context) {
 		}
 
 		if disabledCount == 0 {
-			c.JSON(http.StatusOK, gin.H{
-				"success": false,
-				"message": "没有可禁用的密钥",
-			})
+			common.ApiErrorT(c, "No keys to disable")
 			return
 		}
 
@@ -1964,27 +1920,18 @@ func ManageMultiKeys(c *gin.Context) {
 		if shouldCloseWebSocket {
 			closeActiveChannelWebSockets([]int{channel.Id})
 		}
-		c.JSON(http.StatusOK, gin.H{
-			"success": true,
-			"message": fmt.Sprintf("已禁用 %d 个密钥", disabledCount),
-		})
+		common.ApiSuccessT(c, "Disabled {{count}} keys", nil, map[string]any{"count": disabledCount})
 		return
 
 	case "delete_key":
 		if request.KeyIndex == nil {
-			c.JSON(http.StatusOK, gin.H{
-				"success": false,
-				"message": "未指定要删除的密钥索引",
-			})
+			common.ApiErrorT(c, "No key index specified to delete")
 			return
 		}
 
 		keyIndex := *request.KeyIndex
 		if keyIndex < 0 || keyIndex >= channel.ChannelInfo.MultiKeySize {
-			c.JSON(http.StatusOK, gin.H{
-				"success": false,
-				"message": "密钥索引超出范围",
-			})
+			common.ApiErrorT(c, "Key index out of range")
 			return
 		}
 
@@ -2023,10 +1970,7 @@ func ManageMultiKeys(c *gin.Context) {
 		}
 
 		if len(remainingKeys) == 0 {
-			c.JSON(http.StatusOK, gin.H{
-				"success": false,
-				"message": "不能删除最后一个密钥",
-			})
+			common.ApiErrorT(c, "Cannot delete the last key")
 			return
 		}
 
@@ -2047,10 +1991,7 @@ func ManageMultiKeys(c *gin.Context) {
 		if shouldCloseWebSocket {
 			closeActiveChannelWebSockets([]int{channel.Id})
 		}
-		c.JSON(http.StatusOK, gin.H{
-			"success": true,
-			"message": "密钥已删除",
-		})
+		common.ApiSuccessT(c, "Key deleted", nil)
 		return
 
 	case "delete_disabled_keys":
@@ -2094,10 +2035,7 @@ func ManageMultiKeys(c *gin.Context) {
 		}
 
 		if deletedCount == 0 {
-			c.JSON(http.StatusOK, gin.H{
-				"success": false,
-				"message": "没有需要删除的自动禁用密钥",
-			})
+			common.ApiErrorT(c, "No auto-disabled keys to delete")
 			return
 		}
 
@@ -2118,18 +2056,11 @@ func ManageMultiKeys(c *gin.Context) {
 		if shouldCloseWebSocket {
 			closeActiveChannelWebSockets([]int{channel.Id})
 		}
-		c.JSON(http.StatusOK, gin.H{
-			"success": true,
-			"message": fmt.Sprintf("已删除 %d 个自动禁用的密钥", deletedCount),
-			"data":    deletedCount,
-		})
+		common.ApiSuccessT(c, "Deleted {{count}} auto-disabled keys", deletedCount, map[string]any{"count": deletedCount})
 		return
 
 	default:
-		c.JSON(http.StatusOK, gin.H{
-			"success": false,
-			"message": "不支持的操作",
-		})
+		common.ApiErrorT(c, "Unsupported operation")
 		return
 	}
 }
@@ -2382,10 +2313,7 @@ func OllamaVersion(c *gin.Context) {
 	key := strings.Split(channel.Key, "\n")[0]
 	version, err := ollama.FetchOllamaVersion(baseURL, key)
 	if err != nil {
-		c.JSON(http.StatusOK, gin.H{
-			"success": false,
-			"message": fmt.Sprintf("获取Ollama版本失败: %s", err.Error()),
-		})
+		common.ApiErrorT(c, "Failed to fetch Ollama version: {{error}}", map[string]any{"error": err.Error()})
 		return
 	}
 
diff --git a/controller/channel_affinity_cache.go b/controller/channel_affinity_cache.go
index a72b04b..4d1dac3 100644
--- a/controller/channel_affinity_cache.go
+++ b/controller/channel_affinity_cache.go
@@ -4,6 +4,7 @@ import (
 	"net/http"
 	"strings"
 
+	"github.com/QuantumNous/new-api/common"
 	"github.com/QuantumNous/new-api/service"
 	"github.com/gin-gonic/gin"
 )
@@ -34,19 +35,13 @@ func ClearChannelAffinityCache(c *gin.Context) {
 	}
 
 	if ruleName == "" {
-		c.JSON(http.StatusBadRequest, gin.H{
-			"success": false,
-			"message": "缺少参数：rule_name，或使用 all=true 清空全部",
-		})
+		common.ApiErrorStatus(c, http.StatusBadRequest, common.NewMessage("Missing parameter rule_name, or use all=true to clear everything"))
 		return
 	}
 
 	deleted, err := service.ClearChannelAffinityCacheByRuleName(ruleName)
 	if err != nil {
-		c.JSON(http.StatusBadRequest, gin.H{
-			"success": false,
-			"message": err.Error(),
-		})
+		common.ApiErrorStatus(c, http.StatusBadRequest, err)
 		return
 	}
 
diff --git a/controller/channel_billing_sub2api_test.go b/controller/channel_billing_sub2api_test.go
new file mode 100644
index 0000000..f0940dc
--- /dev/null
+++ b/controller/channel_billing_sub2api_test.go
@@ -0,0 +1,159 @@
+package controller
+
+import (
+	"net/http"
+	"net/http/httptest"
+	"testing"
+
+	"github.com/QuantumNous/new-api/constant"
+	"github.com/QuantumNous/new-api/model"
+	"github.com/glebarez/sqlite"
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/require"
+	"gorm.io/gorm"
+	"gorm.io/gorm/logger"
+)
+
+// setupSub2APIBalanceTest wires an in-memory SQLite DB into model.DB so
+// Channel.UpdateBalance can persist, mirroring the pattern used by other
+// controller tests.
+func setupSub2APIBalanceTest(t *testing.T) {
+	t.Helper()
+	originalDB := model.DB
+	database, err := gorm.Open(sqlite.Open(":memory:"), &gorm.Config{
+		Logger: logger.Discard,
+	})
+	require.NoError(t, err)
+	sqlDB, err := database.DB()
+	require.NoError(t, err)
+	sqlDB.SetMaxOpenConns(1)
+	require.NoError(t, database.AutoMigrate(&model.Channel{}))
+	model.DB = database
+	t.Cleanup(func() {
+		model.DB = originalDB
+	})
+}
+
+func newSub2APITestChannel(t *testing.T, serverURL string) *model.Channel {
+	t.Helper()
+	channel := &model.Channel{
+		Type:    constant.ChannelTypeSub2API,
+		BaseURL: &serverURL,
+		Key:     "sk-test",
+		Name:    "sub2api-test",
+	}
+	require.NoError(t, model.DB.Create(channel).Error)
+	return channel
+}
+
+func TestUpdateChannelSub2APIBalanceRemainingPreferred(t *testing.T) {
+	setupSub2APIBalanceTest(t)
+	server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		assert.Equal(t, "/v1/usage", r.URL.Path)
+		assert.Equal(t, "Bearer sk-test", r.Header.Get("Authorization"))
+		w.Header().Set("Content-Type", "application/json")
+		_, _ = w.Write([]byte(`{"balance": 100.0, "remaining": 986.17194888, "isValid": true, "unit": "USD"}`))
+	}))
+	defer server.Close()
+
+	channel := newSub2APITestChannel(t, server.URL)
+	balance, err := updateChannelSub2APIBalance(channel)
+	require.NoError(t, err)
+	assert.InDelta(t, 986.17194888, balance, 1e-9)
+	assert.InDelta(t, 986.17194888, channel.Balance, 1e-9)
+}
+
+func TestUpdateChannelSub2APIBalanceWalletFallback(t *testing.T) {
+	setupSub2APIBalanceTest(t)
+	server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		w.Header().Set("Content-Type", "application/json")
+		_, _ = w.Write([]byte(`{"balance": 42.5, "isValid": true, "unit": "USD"}`))
+	}))
+	defer server.Close()
+
+	channel := newSub2APITestChannel(t, server.URL)
+	balance, err := updateChannelSub2APIBalance(channel)
+	require.NoError(t, err)
+	assert.InDelta(t, 42.5, balance, 1e-9)
+}
+
+func TestUpdateChannelSub2APIBalanceSubscriptionKeyMissingFields(t *testing.T) {
+	setupSub2APIBalanceTest(t)
+	server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		w.Header().Set("Content-Type", "application/json")
+		_, _ = w.Write([]byte(`{"balance": null, "remaining": null, "isValid": true, "mode": "unrestricted"}`))
+	}))
+	defer server.Close()
+
+	channel := newSub2APITestChannel(t, server.URL)
+	_, err := updateChannelSub2APIBalance(channel)
+	require.Error(t, err)
+}
+
+func TestUpdateChannelSub2APIBalanceInvalidKey(t *testing.T) {
+	setupSub2APIBalanceTest(t)
+	server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		w.Header().Set("Content-Type", "application/json")
+		_, _ = w.Write([]byte(`{"isValid": false}`))
+	}))
+	defer server.Close()
+
+	channel := newSub2APITestChannel(t, server.URL)
+	_, err := updateChannelSub2APIBalance(channel)
+	require.EqualError(t, err, "Sub2API key is invalid (isValid=false)")
+}
+
+func TestUpdateChannelSub2APIBalanceUnlimitedSubscription(t *testing.T) {
+	setupSub2APIBalanceTest(t)
+	server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		w.Header().Set("Content-Type", "application/json")
+		_, _ = w.Write([]byte(`{"remaining": -1, "isValid": true, "mode": "unrestricted", "subscription": {"daily_limit_usd": null, "weekly_limit_usd": null, "monthly_limit_usd": null}}`))
+	}))
+	defer server.Close()
+
+	channel := newSub2APITestChannel(t, server.URL)
+	require.NoError(t, model.DB.Model(channel).Update("balance", 12.5).Error)
+
+	_, err := updateChannelSub2APIBalance(channel)
+	require.EqualError(t, err, "Sub2API /v1/usage reports an unlimited subscription without a finite balance")
+
+	stored := model.Channel{}
+	require.NoError(t, model.DB.First(&stored, channel.Id).Error)
+	assert.InDelta(t, 12.5, stored.Balance, 1e-9)
+}
+
+func TestUpdateChannelSub2APIBalanceNegativeWalletBalance(t *testing.T) {
+	setupSub2APIBalanceTest(t)
+	server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		w.Header().Set("Content-Type", "application/json")
+		_, _ = w.Write([]byte(`{"balance": -1, "remaining": -1, "isValid": true, "mode": "unrestricted", "unit": "USD"}`))
+	}))
+	defer server.Close()
+
+	channel := newSub2APITestChannel(t, server.URL)
+	balance, err := updateChannelSub2APIBalance(channel)
+	require.NoError(t, err)
+	assert.InDelta(t, -1, balance, 1e-9)
+}
+
+func TestUpdateChannelSub2APIBalanceMissingBaseURL(t *testing.T) {
+	setupSub2APIBalanceTest(t)
+	empty := ""
+	channel := &model.Channel{BaseURL: &empty, Key: "sk-test"}
+	_, err := updateChannelSub2APIBalance(channel)
+	require.Error(t, err)
+}
+
+func TestUpdateStandardChannelBalanceRoutesSub2API(t *testing.T) {
+	setupSub2APIBalanceTest(t)
+	server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		w.Header().Set("Content-Type", "application/json")
+		_, _ = w.Write([]byte(`{"balance": 77.7, "isValid": true, "unit": "USD"}`))
+	}))
+	defer server.Close()
+
+	channel := newSub2APITestChannel(t, server.URL)
+	result, err := updateChannelBalance(channel)
+	require.NoError(t, err)
+	assert.InDelta(t, 77.7, result.Balance, 1e-9)
+}
diff --git a/controller/channel_billing_test.go b/controller/channel_billing_test.go
index ab978fc..5837db7 100644
--- a/controller/channel_billing_test.go
+++ b/controller/channel_billing_test.go
@@ -2,9 +2,13 @@ package controller
 
 import (
 	"math"
+	"net/http"
+	"net/http/httptest"
 	"testing"
 
 	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/constant"
+	"github.com/QuantumNous/new-api/model"
 	"github.com/stretchr/testify/assert"
 	"github.com/stretchr/testify/require"
 )
@@ -114,3 +118,48 @@ func TestGetDeepSeekBalanceUSD(t *testing.T) {
 		})
 	}
 }
+
+func TestUpdateChannelNewAPIBalanceUsesTheSmallerRemainingQuota(t *testing.T) {
+	for _, tc := range []struct {
+		name    string
+		usage   string
+		want    float64
+		wantErr string
+	}{
+		{name: "user quota below the key quota", usage: `{"code":true,"data":{"total_available":2000000,"unlimited_quota":false,"user_quota":{"total_available":500000}}}`, want: 0.5},
+		{name: "key quota below the user quota", usage: `{"code":true,"data":{"total_available":500000,"unlimited_quota":false,"user_quota":{"total_available":2000000}}}`, want: 0.5},
+		{name: "unlimited key uses the user quota", usage: `{"code":true,"data":{"total_available":0,"unlimited_quota":true,"user_quota":{"total_available":3000000}}}`, want: 3},
+		{name: "key quota alone without user quota", usage: `{"code":true,"data":{"total_available":1500000,"unlimited_quota":false}}`, want: 1.5},
+		{name: "unlimited key without user quota", usage: `{"code":true,"data":{"total_available":0,"unlimited_quota":true}}`, wantErr: "Allow querying user quota"},
+		{name: "upstream rejects the key", usage: `{"success":false,"message":"invalid token"}`, wantErr: "invalid token"},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			setupSub2APIBalanceTest(t)
+			server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+				switch r.URL.Path {
+				case "/api/usage/token/":
+					assert.Equal(t, "Bearer sk-upstream", r.Header.Get("Authorization"))
+					_, _ = w.Write([]byte(tc.usage))
+				case "/api/status":
+					assert.Empty(t, r.Header.Get("Authorization"), "the key is not sent to the public status endpoint")
+					_, _ = w.Write([]byte(`{"success":true,"data":{"quota_per_unit":1000000}}`))
+				default:
+					http.NotFound(w, r)
+				}
+			}))
+			defer server.Close()
+			baseURL := server.URL + "/"
+			channel := &model.Channel{Type: constant.ChannelTypeNewAPI, BaseURL: &baseURL, Key: "sk-upstream", Name: "new-api-upstream"}
+			require.NoError(t, model.DB.Create(channel).Error)
+
+			result, err := updateChannelBalance(channel)
+			if tc.wantErr != "" {
+				require.ErrorContains(t, err, tc.wantErr)
+				return
+			}
+			require.NoError(t, err)
+			assert.InDelta(t, tc.want, result.Balance, 1e-9)
+			assert.InDelta(t, tc.want, channel.Balance, 1e-9)
+		})
+	}
+}
diff --git a/controller/channel_priority.go b/controller/channel_priority.go
new file mode 100644
index 0000000..701c09b
--- /dev/null
+++ b/controller/channel_priority.go
@@ -0,0 +1,40 @@
+package controller
+
+import (
+	"errors"
+	"net/http"
+
+	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/model"
+	"github.com/gin-gonic/gin"
+)
+
+func GetChannelPriorityOrder(c *gin.Context) {
+	order, err := model.GetChannelPriorityOrder()
+	if err != nil {
+		common.ApiError(c, err)
+		return
+	}
+	c.JSON(http.StatusOK, gin.H{"success": true, "data": order})
+}
+
+func ReorderChannelPriority(c *gin.Context) {
+	var move model.ChannelPriorityMove
+	if err := common.DecodeJson(c.Request.Body, &move); err != nil {
+		common.ApiErrorT(c, "Invalid channel priority move")
+		return
+	}
+	order, err := model.ReorderChannelPriority(move)
+	if err != nil {
+		if errors.Is(err, model.ErrChannelPriorityConflict) || errors.Is(err, model.ErrChannelPriorityInvalid) || errors.Is(err, model.ErrChannelPriorityRange) {
+			common.ApiErrorT(c, err.Error())
+		} else {
+			common.ApiError(c, err)
+		}
+		return
+	}
+	if !move.Preview && len(order.Changes) > 0 {
+		model.InitChannelCache()
+	}
+	c.JSON(http.StatusOK, gin.H{"success": true, "data": order})
+}
diff --git a/controller/channel_task_plugin_bind_test.go b/controller/channel_task_plugin_bind_test.go
index 6725399..4be7866 100644
--- a/controller/channel_task_plugin_bind_test.go
+++ b/controller/channel_task_plugin_bind_test.go
@@ -164,3 +164,69 @@ export function parseTaskResult() { return {}; }
 	require.NoError(t, err)
 	assert.Contains(t, string(encoded), `"base_url_source":"plugin_default"`)
 }
+
+func putUpdateChannel(t *testing.T, userID, role int, body string) *httptest.ResponseRecorder {
+	t.Helper()
+	gin.SetMode(gin.TestMode)
+	recorder := httptest.NewRecorder()
+	context, _ := gin.CreateTestContext(recorder)
+	context.Set("id", userID)
+	context.Set("role", role)
+	context.Request = httptest.NewRequest(http.MethodPut, "/api/channel", strings.NewReader(body))
+	context.Request.Header.Set("Content-Type", "application/json")
+	UpdateChannel(context)
+	return recorder
+}
+
+func TestNewAPIChannelPluginBindingsRequireBindPermission(t *testing.T) {
+	setupTaskPluginBindChannelTest(t)
+	const key = "gateway-bind"
+	source := `
+export const meta = {apiVersion: 1, key: "gateway-bind", name: "Gateway", version: "1.0.0", author: {name: "Test"}, models: ["gateway-doc"], fetchMode: "per_task", upstreams: ["vendor", "new_api"]};
+export function buildSubmitRequest() { return {}; }
+export function parseSubmitResponse() { return {}; }
+export function buildQueryRequest() { return {}; }
+export function parseTaskResult() { return {}; }
+`
+	_, err := jsplugin.DefaultRegistry.Register(source, jsplugin.Options{})
+	require.NoError(t, err)
+	t.Cleanup(func() { jsplugin.DefaultRegistry.Unregister(key) })
+
+	bound := `{"mode":"single","channel":{"type":60,"name":"gateway","key":"sk","models":"gateway-doc","group":"default","base_url":"https://gateway.example","setting":"{\"task_extend_plugin_keys\":[\"gateway-bind\"]}"}}`
+	unbound := `{"mode":"single","channel":{"type":60,"name":"plain-gateway","key":"sk","models":"gpt","group":"default","base_url":"https://gateway.example"}}`
+	adminDenied := postAddChannel(t, 2, common.RoleAdminUser, bound)
+	assert.Contains(t, adminDenied.Body.String(), "task plugin channels require the task_plugin.bind permission")
+	rootAllowed := postAddChannel(t, 1, common.RoleRootUser, bound)
+	assert.Contains(t, rootAllowed.Body.String(), `"success":true`)
+	adminUnbound := postAddChannel(t, 2, common.RoleAdminUser, unbound)
+	assert.Contains(t, adminUnbound.Body.String(), `"success":true`, "a gateway channel without plugin bindings needs no bind permission")
+
+	baseURL := "https://gateway.example"
+	setting := `{"task_extend_plugin_keys":["gateway-bind"]}`
+	channel := model.Channel{Type: constant.ChannelTypeNewAPI, Status: common.ChannelStatusEnabled, Name: "existing-gateway", Models: "gateway-doc", Group: "default", Key: "sk", BaseURL: &baseURL, Setting: &setting}
+	require.NoError(t, channel.Insert())
+	update := func(name, setting string) string {
+		return fmt.Sprintf(`{"id":%d,"type":60,"name":%q,"key":"sk","models":"gateway-doc","group":"default","base_url":"https://gateway.example","setting":%q}`, channel.Id, name, setting)
+	}
+	unchanged := putUpdateChannel(t, 2, common.RoleAdminUser, update("renamed-gateway", setting))
+	assert.Contains(t, unchanged.Body.String(), `"success":true`, "resubmitting the stored bindings does not need the bind permission")
+	assert.NotContains(t, unchanged.Body.String(), "task_plugin.bind")
+	rebound := putUpdateChannel(t, 2, common.RoleAdminUser, update("renamed-gateway", `{"task_extend_plugin_keys":[]}`))
+	assert.Contains(t, rebound.Body.String(), "task plugin channels require the task_plugin.bind permission")
+	rootRebound := putUpdateChannel(t, 1, common.RoleRootUser, update("renamed-gateway", `{"task_extend_plugin_keys":[]}`))
+	assert.Contains(t, rootRebound.Body.String(), `"success":true`)
+
+	require.NoError(t, model.DB.Model(&model.Channel{}).Where("id = ?", channel.Id).Update("setting", setting).Error)
+	copyChannel := func(userID, role int) *httptest.ResponseRecorder {
+		recorder := httptest.NewRecorder()
+		context, _ := gin.CreateTestContext(recorder)
+		context.Set("id", userID)
+		context.Set("role", role)
+		context.Params = gin.Params{{Key: "id", Value: fmt.Sprint(channel.Id)}}
+		context.Request = httptest.NewRequest(http.MethodPost, fmt.Sprintf("/api/channel/copy/%d", channel.Id), nil)
+		CopyChannel(context)
+		return recorder
+	}
+	assert.Contains(t, copyChannel(2, common.RoleAdminUser).Body.String(), "task plugin channels require the task_plugin.bind permission")
+	assert.Contains(t, copyChannel(1, common.RoleRootUser).Body.String(), `"success":true`)
+}
diff --git a/controller/channel_task_plugin_validation_test.go b/controller/channel_task_plugin_validation_test.go
index 88b0f21..2896351 100644
--- a/controller/channel_task_plugin_validation_test.go
+++ b/controller/channel_task_plugin_validation_test.go
@@ -67,3 +67,49 @@ export function parseTaskResult() { return {}; }
 	require.NoError(t, validateChannel(channel, false))
 	assert.Equal(t, explicit, *channel.BaseURL, "an administrator value is never replaced by the plugin default")
 }
+
+func TestValidateNewAPIChannelTaskPluginExtensions(t *testing.T) {
+	// gateway-ext-vendor never declares new_api, so it can only run against
+	// its vendor and must be refused on a New API channel.
+	for key, upstreams := range map[string]string{"gateway-ext-a": `upstreams: ["vendor", "new_api"],`, "gateway-ext-b": `upstreams: ["new_api"],`, "gateway-ext-vendor": ""} {
+		source := `
+export const meta = {apiVersion: 1, key: "` + key + `", name: "Gateway", version: "1.0.0", author: {name: "Test"}, models: ["doc-` + key + `"], fetchMode: "per_task", ` + upstreams + `};
+export function buildSubmitRequest() { return {}; }
+export function parseSubmitResponse() { return {}; }
+export function buildQueryRequest() { return {}; }
+export function parseTaskResult() { return {}; }
+`
+		_, err := jsplugin.DefaultRegistry.Register(source, jsplugin.Options{})
+		require.NoError(t, err)
+		t.Cleanup(func() { jsplugin.DefaultRegistry.Unregister(key) })
+	}
+	baseURL := "https://gateway.example"
+	cases := []struct {
+		name, setting, wantErr string
+	}{
+		{"single and extension keys", `{"task_plugin_key":"gateway-ext-a","task_extend_plugin_keys":["gateway-ext-b"]}`, ""},
+		{"extension keys only", `{"task_extend_plugin_keys":["gateway-ext-a","gateway-ext-b"]}`, ""},
+		{"unregistered", `{"task_extend_plugin_keys":["gateway-ext-a","missing"]}`, `task plugin "missing" is not registered`},
+		{"vendor-only plugin as extension", `{"task_extend_plugin_keys":["gateway-ext-a","gateway-ext-vendor"]}`, `task plugin "gateway-ext-vendor" does not support a New API upstream`},
+		{"vendor-only plugin as single key", `{"task_plugin_key":"gateway-ext-vendor"}`, `task plugin "gateway-ext-vendor" does not support a New API upstream`},
+		{"duplicate", `{"task_extend_plugin_keys":["gateway-ext-a","gateway-ext-a"]}`, "bound more than once"},
+		{"duplicate of single key", `{"task_plugin_key":"gateway-ext-a","task_extend_plugin_keys":["gateway-ext-a"]}`, "bound more than once"},
+		{"padded", `{"task_extend_plugin_keys":[" gateway-ext-a"]}`, "is invalid"},
+	}
+	for _, tc := range cases {
+		t.Run(tc.name, func(t *testing.T) {
+			setting := tc.setting
+			channel := &model.Channel{Type: constant.ChannelTypeNewAPI, BaseURL: &baseURL, Setting: &setting}
+			err := validateChannel(channel, false)
+			if tc.wantErr == "" {
+				require.NoError(t, err)
+				return
+			}
+			require.ErrorContains(t, err, tc.wantErr)
+		})
+	}
+
+	setting := `{"task_extend_plugin_keys":["gateway-ext-a"]}`
+	channel := &model.Channel{Type: constant.ChannelTypeOpenAI, Setting: &setting}
+	require.ErrorContains(t, validateChannel(channel, false), "only supported on New API channels")
+}
diff --git a/controller/channel_test_internal_test.go b/controller/channel_test_internal_test.go
index 4b7c3c8..19ebe39 100644
--- a/controller/channel_test_internal_test.go
+++ b/controller/channel_test_internal_test.go
@@ -491,5 +491,5 @@ func TestTestAllChannelsRejectsExistingActiveTask(t *testing.T) {
 
 	require.Equal(t, http.StatusConflict, recorder.Code)
 	require.Contains(t, recorder.Body.String(), existing.TaskID)
-	require.Contains(t, recorder.Body.String(), "已有通道测试任务正在运行或等待中")
+	require.Contains(t, recorder.Body.String(), "A channel test task is already running or queued")
 }
diff --git a/controller/channel_test_request_test.go b/controller/channel_test_request_test.go
index fc60586..85d1b6f 100644
--- a/controller/channel_test_request_test.go
+++ b/controller/channel_test_request_test.go
@@ -82,6 +82,8 @@ func TestChannelTestOpenAIChatCompatibility(t *testing.T) {
 	}{
 		{name: "GPT6 automatic", model: "gpt-6-astra", upstream: "gpt-6-astra", channelType: constant.ChannelTypeOpenAI, wantLimit: "max_completion_tokens"},
 		{name: "GPT6 explicit Azure stream", model: "gpt-6-astra", upstream: "gpt-6-astra", endpoint: string(constant.EndpointTypeOpenAI), channelType: constant.ChannelTypeAzure, stream: true, wantLimit: "max_completion_tokens"},
+		{name: "GPT6 sol", model: "gpt-6-sol", upstream: "gpt-6-sol", channelType: constant.ChannelTypeOpenAI, wantLimit: "max_completion_tokens"},
+		{name: "GPT6 luna", model: "gpt-6-luna", upstream: "gpt-6-luna", channelType: constant.ChannelTypeOpenAI, wantLimit: "max_completion_tokens"},
 		{name: "alias maps to GPT6", model: "customer-model", upstream: "gpt-6-astra", channelType: constant.ChannelTypeOpenAI, wantLimit: "max_completion_tokens"},
 		{name: "GPT5 alias maps to Qwen", model: "gpt-5.6-luna", upstream: "qwen-turbo", channelType: constant.ChannelTypeAli, wantLimit: "max_tokens"},
 		{name: "GPT5 stream", model: "gpt-5.6-luna", upstream: "gpt-5.6-luna", channelType: constant.ChannelTypeOpenAI, stream: true, wantLimit: "max_completion_tokens"},
@@ -136,6 +138,8 @@ func TestOpenAIChatSamplingCompatibility(t *testing.T) {
 		{name: "GPT6", model: "gpt-6-astra", wantRole: "developer", wantParams: `{}`},
 		{name: "GPT6 snapshot", model: "gpt-6-astra-2026-09-03", wantRole: "developer", wantParams: `{}`},
 		{name: "GPT6 effort suffix", model: "gpt-6-astra-high", wantModel: "gpt-6-astra", wantEffort: "high", wantRole: "developer", wantParams: `{}`},
+		{name: "GPT6 sol none keeps sampling", model: "gpt-6-sol", wantRole: "developer", wantParams: sampling},
+		{name: "GPT6 luna effort drops sampling", model: "gpt-6-luna-high", wantModel: "gpt-6-luna", wantEffort: "high", wantRole: "developer", wantParams: `{}`},
 		{name: "none effort suffix", model: "gpt-5.2-none", wantModel: "gpt-5.2", wantEffort: "none", wantRole: "developer", wantParams: sampling},
 		{name: "modifier overrides explicit effort", model: "gpt-5.2@thinking:off", effort: "high", wantModel: "gpt-5.2", wantEffort: "none", wantRole: "developer", wantParams: sampling},
 		{name: "mapped modifier wins", model: "customer-model@thinking:off", mapping: map[string]string{"customer-model": "gpt-5.2@effort:high"}, wantModel: "gpt-5.2", wantEffort: "high", wantRole: "developer", wantParams: `{}`},
diff --git a/controller/channel_upstream_update.go b/controller/channel_upstream_update.go
index 73adb78..687a896 100644
--- a/controller/channel_upstream_update.go
+++ b/controller/channel_upstream_update.go
@@ -15,6 +15,7 @@ import (
 
 	"github.com/QuantumNous/new-api/common"
 	"github.com/QuantumNous/new-api/constant"
+	"github.com/QuantumNous/new-api/i18n"
 	"github.com/QuantumNous/new-api/model"
 	"github.com/QuantumNous/new-api/pkg/jsplugin"
 	"github.com/QuantumNous/new-api/relay/channel/advancedcustom"
@@ -346,7 +347,8 @@ func getFetchModelsResponseBody(method string, requestURL string, channel *model
 			request.Host = headers.Get(name)
 		}
 	}
-	client, err := service.NewProxyHttpClient(channel.GetSetting().Proxy)
+	setting := channel.GetSetting()
+	client, err := service.GetHttpClientWithProxySettings(setting.Proxy, setting)
 	if err != nil {
 		return nil, err
 	}
@@ -388,10 +390,10 @@ func fetchChannelUpstreamModelIDs(channel *model.Channel) ([]string, error) {
 	if channel.Type == constant.ChannelTypeGemini {
 		key, _, apiErr := channel.GetNextEnabledKey()
 		if apiErr != nil {
-			return nil, fmt.Errorf("获取渠道密钥失败: %w", apiErr)
+			return nil, fmt.Errorf("failed to get channel key: %w", apiErr)
 		}
 		key = strings.TrimSpace(key)
-		models, err := gemini.FetchGeminiModels(baseURL, key, channel.GetSetting().Proxy)
+		models, err := gemini.FetchGeminiModels(baseURL, key, channel.GetSetting())
 		if err != nil {
 			return nil, err
 		}
@@ -437,7 +439,7 @@ func fetchChannelUpstreamModelIDs(channel *model.Channel) ([]string, error) {
 
 	key, _, apiErr := channel.GetNextEnabledKey()
 	if apiErr != nil {
-		return nil, fmt.Errorf("获取渠道密钥失败: %w", apiErr)
+		return nil, fmt.Errorf("failed to get channel key: %w", apiErr)
 	}
 	key = strings.TrimSpace(key)
 
@@ -467,7 +469,7 @@ func fetchChannelUpstreamModelIDs(channel *model.Channel) ([]string, error) {
 func fetchAdvancedCustomUpstreamModelIDs(channel *model.Channel, baseURL string) ([]string, error) {
 	key, _, apiErr := channel.GetNextEnabledKey()
 	if apiErr != nil {
-		return nil, fmt.Errorf("获取渠道密钥失败: %w", apiErr)
+		return nil, fmt.Errorf("failed to get channel key: %w", apiErr)
 	}
 	key = strings.TrimSpace(key)
 
@@ -564,7 +566,7 @@ func refreshChannelRuntimeCache() {
 		func() {
 			defer func() {
 				if r := recover(); r != nil {
-					common.SysLog(fmt.Sprintf("InitChannelCache panic: %v", r))
+					common.SysLog(common.LogText("InitChannelCache panic: %v", r))
 				}
 			}()
 			model.InitChannelCache()
@@ -594,6 +596,7 @@ func shouldSendUpstreamModelUpdateNotification(now int64, changedChannels int, f
 }
 
 func buildUpstreamModelUpdateTaskNotificationContent(
+	lang string,
 	checkedChannels int,
 	changedChannels int,
 	detectedAddModels int,
@@ -606,50 +609,62 @@ func buildUpstreamModelUpdateTaskNotificationContent(
 ) string {
 	var builder strings.Builder
 	failedChannels := len(failedChannelIDs)
-	builder.WriteString(fmt.Sprintf(
-		"上游模型巡检摘要：检测渠道 %d 个，发现变更 %d 个，新增 %d 个，删除 %d 个，自动同步新增 %d 个，失败 %d 个。",
-		checkedChannels,
-		changedChannels,
-		detectedAddModels,
-		detectedRemoveModels,
-		autoAddedModels,
-		failedChannels,
-	))
+	builder.WriteString(i18n.Translate(lang, i18n.MsgChannelUpstreamUpdateSummary, map[string]any{
+		"Checked":   checkedChannels,
+		"Changed":   changedChannels,
+		"Added":     detectedAddModels,
+		"Removed":   detectedRemoveModels,
+		"AutoAdded": autoAddedModels,
+		"Failed":    failedChannels,
+	}))
 
 	if len(channelSummaries) > 0 {
 		displayCount := min(len(channelSummaries), channelUpstreamModelUpdateNotifyMaxChannelDetails)
-		builder.WriteString(fmt.Sprintf("\n\n变更渠道明细（展示 %d/%d）：", displayCount, len(channelSummaries)))
+		builder.WriteString("\n\n")
+		builder.WriteString(i18n.Translate(lang, i18n.MsgChannelUpstreamUpdateChangedChannels, map[string]any{
+			"Shown": displayCount,
+			"Total": len(channelSummaries),
+		}))
 		for _, summary := range channelSummaries[:displayCount] {
 			builder.WriteString(fmt.Sprintf("\n- %s (+%d / -%d)", summary.ChannelName, summary.AddCount, summary.RemoveCount))
 		}
 		if len(channelSummaries) > displayCount {
-			builder.WriteString(fmt.Sprintf("\n- 其余 %d 个渠道已省略", len(channelSummaries)-displayCount))
+			builder.WriteString("\n- ")
+			builder.WriteString(i18n.Translate(lang, i18n.MsgChannelUpstreamUpdateMoreChannels, map[string]any{
+				"Count": len(channelSummaries) - displayCount,
+			}))
 		}
 	}
 
 	normalizedAddModelSamples := normalizeModelNames(addModelSamples)
 	if len(normalizedAddModelSamples) > 0 {
 		displayCount := min(len(normalizedAddModelSamples), channelUpstreamModelUpdateNotifyMaxModelDetails)
-		builder.WriteString(fmt.Sprintf("\n\n新增模型示例（展示 %d/%d）：%s",
-			displayCount,
-			len(normalizedAddModelSamples),
-			strings.Join(normalizedAddModelSamples[:displayCount], ", "),
-		))
+		builder.WriteString("\n\n")
+		builder.WriteString(i18n.Translate(lang, i18n.MsgChannelUpstreamUpdateAddedModels, map[string]any{
+			"Shown":  displayCount,
+			"Total":  len(normalizedAddModelSamples),
+			"Models": strings.Join(normalizedAddModelSamples[:displayCount], ", "),
+		}))
 		if len(normalizedAddModelSamples) > displayCount {
-			builder.WriteString(fmt.Sprintf("（其余 %d 个已省略）", len(normalizedAddModelSamples)-displayCount))
+			builder.WriteString(i18n.Translate(lang, i18n.MsgChannelUpstreamUpdateMoreOmitted, map[string]any{
+				"Count": len(normalizedAddModelSamples) - displayCount,
+			}))
 		}
 	}
 
 	normalizedRemoveModelSamples := normalizeModelNames(removeModelSamples)
 	if len(normalizedRemoveModelSamples) > 0 {
 		displayCount := min(len(normalizedRemoveModelSamples), channelUpstreamModelUpdateNotifyMaxModelDetails)
-		builder.WriteString(fmt.Sprintf("\n\n删除模型示例（展示 %d/%d）：%s",
-			displayCount,
-			len(normalizedRemoveModelSamples),
-			strings.Join(normalizedRemoveModelSamples[:displayCount], ", "),
-		))
+		builder.WriteString("\n\n")
+		builder.WriteString(i18n.Translate(lang, i18n.MsgChannelUpstreamUpdateRemovedModels, map[string]any{
+			"Shown":  displayCount,
+			"Total":  len(normalizedRemoveModelSamples),
+			"Models": strings.Join(normalizedRemoveModelSamples[:displayCount], ", "),
+		}))
 		if len(normalizedRemoveModelSamples) > displayCount {
-			builder.WriteString(fmt.Sprintf("（其余 %d 个已省略）", len(normalizedRemoveModelSamples)-displayCount))
+			builder.WriteString(i18n.Translate(lang, i18n.MsgChannelUpstreamUpdateMoreOmitted, map[string]any{
+				"Count": len(normalizedRemoveModelSamples) - displayCount,
+			}))
 		}
 	}
 
@@ -658,14 +673,16 @@ func buildUpstreamModelUpdateTaskNotificationContent(
 		displayIDs := lo.Map(failedChannelIDs[:displayCount], func(channelID int, _ int) string {
 			return fmt.Sprintf("%d", channelID)
 		})
-		builder.WriteString(fmt.Sprintf(
-			"\n\n失败渠道 ID（展示 %d/%d）：%s",
-			displayCount,
-			failedChannels,
-			strings.Join(displayIDs, ", "),
-		))
+		builder.WriteString("\n\n")
+		builder.WriteString(i18n.Translate(lang, i18n.MsgChannelUpstreamUpdateFailedChannels, map[string]any{
+			"Shown": displayCount,
+			"Total": failedChannels,
+			"Ids":   strings.Join(displayIDs, ", "),
+		}))
 		if failedChannels > displayCount {
-			builder.WriteString(fmt.Sprintf("（其余 %d 个已省略）", failedChannels-displayCount))
+			builder.WriteString(i18n.Translate(lang, i18n.MsgChannelUpstreamUpdateMoreOmitted, map[string]any{
+				"Count": failedChannels - displayCount,
+			}))
 		}
 	}
 	return builder.String()
@@ -726,7 +743,7 @@ scanLoop:
 		}
 		err := query.Find(&channels).Error
 		if err != nil {
-			common.SysLog(fmt.Sprintf("upstream model update task query failed: %v", err))
+			common.SysLog(common.LogText("upstream model update task query failed: %v", err))
 			break
 		}
 		if len(channels) == 0 {
@@ -757,7 +774,7 @@ scanLoop:
 			if err != nil {
 				failedChannels++
 				failedChannelIDs = append(failedChannelIDs, channel.Id)
-				common.SysLog(fmt.Sprintf("upstream model update check failed: channel_id=%d channel_name=%s err=%v", channel.Id, channel.Name, err))
+				common.SysLog(common.LogText("upstream model update check failed: channel_id=%d channel_name=%s err=%v", channel.Id, channel.Name, err))
 				continue
 			}
 			currentAddModels := normalizeModelNames(settings.UpstreamModelUpdateLastDetectedModels)
@@ -817,7 +834,7 @@ scanLoop:
 	}
 
 	if checkedChannels > 0 || common.DebugEnabled {
-		common.SysLog(fmt.Sprintf(
+		common.SysLog(common.LogText(
 			"upstream model update task done: checked_channels=%d changed_channels=%d detected_add_models=%d detected_remove_models=%d failed_channels=%d auto_added_models=%d",
 			checkedChannels,
 			changedChannels,
@@ -830,27 +847,28 @@ scanLoop:
 	if changedChannels > 0 || failedChannels > 0 {
 		now := common.GetTimestamp()
 		if !shouldSendUpstreamModelUpdateNotification(now, changedChannels, failedChannels) {
-			common.SysLog(fmt.Sprintf(
+			common.SysLog(common.LogText(
 				"upstream model update notification skipped in 24h window: changed_channels=%d failed_channels=%d",
 				changedChannels,
 				failedChannels,
 			))
 			return summary
 		}
-		service.NotifyUpstreamModelUpdateWatchers(
-			"上游模型巡检通知",
-			buildUpstreamModelUpdateTaskNotificationContent(
-				checkedChannels,
-				changedChannels,
-				detectedAddModels,
-				detectedRemoveModels,
-				autoAddedModels,
-				failedChannelIDs,
-				channelSummaries,
-				addModelSamples,
-				removeModelSamples,
-			),
-		)
+		service.NotifyUpstreamModelUpdateWatchers(func(lang string) (string, string) {
+			return i18n.Translate(lang, i18n.MsgChannelUpstreamUpdateNotifySubject),
+				buildUpstreamModelUpdateTaskNotificationContent(
+					lang,
+					checkedChannels,
+					changedChannels,
+					detectedAddModels,
+					detectedRemoveModels,
+					autoAddedModels,
+					failedChannelIDs,
+					channelSummaries,
+					addModelSamples,
+					removeModelSamples,
+				)
+		})
 	}
 	return summary
 }
@@ -1119,15 +1137,12 @@ func DetectAllChannelUpstreamModelUpdates(c *gin.Context) {
 		return
 	}
 	if !created {
-		c.JSON(http.StatusConflict, gin.H{
-			"success": false,
-			"message": "已有模型更新任务正在运行或等待中，不能启动本次手动任务",
-			"data": gin.H{
-				"task_id": task.TaskID,
-				"status":  task.Status,
-				"type":    task.Type,
-			},
-		})
+		msg := common.NewMessage("A model update task is already running or queued. Cannot start this manual task")
+		common.ApiErrorStatus(c, http.StatusConflict, msg, gin.H{"data": gin.H{
+			"task_id": task.TaskID,
+			"status":  task.Status,
+			"type":    task.Type,
+		}})
 		return
 	}
 
diff --git a/controller/channel_upstream_update_test.go b/controller/channel_upstream_update_test.go
index 9948d00..41c33fa 100644
--- a/controller/channel_upstream_update_test.go
+++ b/controller/channel_upstream_update_test.go
@@ -10,6 +10,7 @@ import (
 
 	"github.com/QuantumNous/new-api/common"
 	"github.com/QuantumNous/new-api/constant"
+	"github.com/QuantumNous/new-api/i18n"
 	"github.com/QuantumNous/new-api/model"
 	"github.com/QuantumNous/new-api/relaykit/dto"
 	"github.com/gin-gonic/gin"
@@ -542,7 +543,9 @@ func TestBuildUpstreamModelUpdateTaskNotificationContent_OmitOverflowDetails(t *
 		})
 	}
 
+	require.NoError(t, i18n.Init())
 	content := buildUpstreamModelUpdateTaskNotificationContent(
+		i18n.LangEn,
 		24,
 		12,
 		56,
@@ -561,10 +564,14 @@ func TestBuildUpstreamModelUpdateTaskNotificationContent_OmitOverflowDetails(t *
 		},
 	)
 
-	require.Contains(t, content, "其余 4 个渠道已省略")
-	require.Contains(t, content, "其余 1 个已省略")
-	require.Contains(t, content, "失败渠道 ID（展示 10/12）")
-	require.Contains(t, content, "其余 2 个已省略")
+	require.Contains(t, content, i18n.Translate(i18n.LangEn, i18n.MsgChannelUpstreamUpdateMoreChannels, map[string]any{"Count": 4}))
+	require.Contains(t, content, i18n.Translate(i18n.LangEn, i18n.MsgChannelUpstreamUpdateMoreOmitted, map[string]any{"Count": 1}))
+	require.Contains(t, content, i18n.Translate(i18n.LangEn, i18n.MsgChannelUpstreamUpdateFailedChannels, map[string]any{
+		"Shown": 10,
+		"Total": 12,
+		"Ids":   "1, 2, 3, 4, 5, 6, 7, 8, 9, 10",
+	}))
+	require.Contains(t, content, i18n.Translate(i18n.LangEn, i18n.MsgChannelUpstreamUpdateMoreOmitted, map[string]any{"Count": 2}))
 }
 
 func TestShouldSendUpstreamModelUpdateNotification(t *testing.T) {
@@ -602,5 +609,5 @@ func TestDetectAllChannelUpstreamModelUpdatesRejectsExistingActiveTask(t *testin
 
 	require.Equal(t, http.StatusConflict, recorder.Code)
 	require.Contains(t, recorder.Body.String(), existing.TaskID)
-	require.Contains(t, recorder.Body.String(), "已有模型更新任务正在运行或等待中")
+	require.Contains(t, recorder.Body.String(), "A model update task is already running or queued")
 }
diff --git a/controller/checkin.go b/controller/checkin.go
index cc8bf4f..c0dd769 100644
--- a/controller/checkin.go
+++ b/controller/checkin.go
@@ -1,7 +1,6 @@
 package controller
 
 import (
-	"fmt"
 	"net/http"
 	"time"
 
@@ -16,7 +15,7 @@ import (
 func GetCheckinStatus(c *gin.Context) {
 	setting := operation_setting.GetCheckinSetting()
 	if !setting.Enabled {
-		common.ApiErrorMsg(c, "签到功能未启用")
+		common.ApiErrorT(c, "Check-in feature is not enabled")
 		return
 	}
 	userId := c.GetInt("id")
@@ -25,10 +24,7 @@ func GetCheckinStatus(c *gin.Context) {
 
 	stats, err := model.GetUserCheckinStats(userId, month)
 	if err != nil {
-		c.JSON(http.StatusOK, gin.H{
-			"success": false,
-			"message": err.Error(),
-		})
+		common.ApiError(c, err)
 		return
 	}
 
@@ -47,7 +43,7 @@ func GetCheckinStatus(c *gin.Context) {
 func DoCheckin(c *gin.Context) {
 	setting := operation_setting.GetCheckinSetting()
 	if !setting.Enabled {
-		common.ApiErrorMsg(c, "签到功能未启用")
+		common.ApiErrorT(c, "Check-in feature is not enabled")
 		return
 	}
 
@@ -55,18 +51,12 @@ func DoCheckin(c *gin.Context) {
 
 	checkin, err := model.UserCheckin(userId)
 	if err != nil {
-		c.JSON(http.StatusOK, gin.H{
-			"success": false,
-			"message": err.Error(),
-		})
+		common.ApiError(c, err)
 		return
 	}
-	model.RecordLog(userId, model.LogTypeSystem, fmt.Sprintf("用户签到，获得额度 %s", logger.LogQuota(checkin.QuotaAwarded)))
-	c.JSON(http.StatusOK, gin.H{
-		"success": true,
-		"message": "签到成功",
-		"data": gin.H{
-			"quota_awarded": checkin.QuotaAwarded,
-			"checkin_date":  checkin.CheckinDate},
+	model.RecordLog(userId, model.LogTypeSystem, common.NewMessage("Daily check-in, received {{quota}}", map[string]any{"quota": logger.FormatQuota(checkin.QuotaAwarded)}))
+	common.ApiSuccessT(c, "Check-in successful", gin.H{
+		"quota_awarded": checkin.QuotaAwarded,
+		"checkin_date":  checkin.CheckinDate,
 	})
 }
diff --git a/controller/ciallo_detection.go b/controller/ciallo_detection.go
new file mode 100644
index 0000000..6cc0a9f
--- /dev/null
+++ b/controller/ciallo_detection.go
@@ -0,0 +1,118 @@
+package controller
+
+import (
+	"context"
+	"crypto/sha256"
+	"crypto/subtle"
+	"encoding/hex"
+	"fmt"
+	"net/http"
+	"os"
+	"slices"
+	"strings"
+	"sync"
+	"time"
+
+	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/model"
+	fingerprint "github.com/QuantumNous/new-api/pkg/model_fingerprint"
+	"github.com/QuantumNous/new-api/service"
+	"github.com/gin-gonic/gin"
+)
+
+var cialloEnqueue sync.Mutex
+
+func scheduleCialloDetections(ctx context.Context) error {
+	cialloEnqueue.Lock()
+	defer cialloEnqueue.Unlock()
+	channels, schedules, err := service.AutomaticDetectionChannelsDue(ctx, "ciallo", time.Now())
+	if err != nil {
+		return err
+	}
+	for _, channel := range channels {
+		groups := channel.GetGroups()
+		if len(groups) == 0 {
+			continue
+		}
+		id, err := common.GenerateRandomCharsKey(32)
+		if err != nil {
+			return err
+		}
+		run := model.DetectionRun{ID: id, RequestKey: fmt.Sprintf("ciallo:%d:%s", channel.Id, schedules[channel.Id].LastResultID), ChannelID: channel.Id, GroupName: groups[0], Kind: "ciallo", Status: "pending", CreatedAt: time.Now().Unix()}
+		if err := model.CreateDetection(&run); err != nil {
+			return err
+		}
+	}
+	return nil
+}
+
+// The derived capability only authorizes Ciallo probes, not balance queries.
+func BotCiallo(c *gin.Context) {
+	c.Header("Cache-Control", "no-store")
+	key := os.Getenv("BOT_BALANCE_KEY")
+	derived := sha256.Sum256([]byte("newapi-ciallo-v1:" + key))
+	raw, bearer := strings.CutPrefix(c.GetHeader("Authorization"), "Bearer ")
+	expected, supplied := sha256.Sum256([]byte(hex.EncodeToString(derived[:]))), sha256.Sum256([]byte(raw))
+	if len(key) < 32 || !bearer || subtle.ConstantTimeCompare(expected[:], supplied[:]) != 1 {
+		c.JSON(http.StatusUnauthorized, gin.H{"success": false, "code": "unauthorized"})
+		return
+	}
+	var run model.DetectionRun
+	if c.Request.Method == http.MethodGet {
+		if model.DB.Where("id = ? AND kind = ?", c.Param("id"), "ciallo").First(&run).Error != nil {
+			c.JSON(http.StatusNotFound, gin.H{"success": false, "code": "not_found"})
+			return
+		}
+	} else {
+		c.Request.Body = http.MaxBytesReader(c.Writer, c.Request.Body, 1024)
+		var input struct {
+			Group string `json:"group"`
+		}
+		if c.ShouldBindJSON(&input) != nil || strings.TrimSpace(input.Group) == "" || len(input.Group) > 128 {
+			c.JSON(http.StatusBadRequest, gin.H{"success": false, "code": "invalid_group"})
+			return
+		}
+		input.Group = strings.TrimSpace(input.Group)
+		channels, err := service.AstraSamplingChannels(c.Request.Context())
+		if err != nil {
+			c.JSON(503, gin.H{"success": false, "code": "unavailable"})
+			return
+		}
+		selected := 0
+		for _, channel := range channels {
+			if slices.Contains(channel.GetGroups(), input.Group) {
+				selected = channel.Id
+				break
+			}
+		}
+		if selected == 0 {
+			c.JSON(404, gin.H{"success": false, "code": "group_unavailable"})
+			return
+		}
+		cialloEnqueue.Lock()
+		var active []model.DetectionRun
+		err = model.DB.Where("channel_id = ? AND kind = ? AND settled = ?", selected, "ciallo", false).Order("created_at asc").Limit(1).Find(&active).Error
+		if err == nil && len(active) > 0 {
+			run = active[0]
+		} else if err == nil {
+			id, idErr := common.GenerateRandomCharsKey(32)
+			err = idErr
+			if err == nil {
+				run = model.DetectionRun{ID: id, RequestKey: "bot-ciallo:" + id, ChannelID: selected, GroupName: input.Group, Kind: "ciallo", Status: "pending", CreatedAt: time.Now().Unix(), Deadline: time.Now().Unix() + 200}
+				err = model.CreateDetection(&run)
+			}
+		}
+		cialloEnqueue.Unlock()
+		if err != nil {
+			c.JSON(503, gin.H{"success": false, "code": "unavailable"})
+			return
+		}
+		// Start immediately; the durable worker reconciles interruptions and settlement.
+		if len(active) == 0 {
+			go processDetection(context.Background(), run)
+		}
+	}
+	var result fingerprint.Result
+	_ = common.UnmarshalJsonStr(run.Result, &result)
+	c.JSON(http.StatusOK, gin.H{"success": true, "data": gin.H{"id": run.ID, "status": run.Status, "settled": run.Settled, "quality": run.Quality, "text": result.Closest}})
+}
diff --git a/controller/codex_usage.go b/controller/codex_usage.go
index 608823e..53b5e6a 100644
--- a/controller/codex_usage.go
+++ b/controller/codex_usage.go
@@ -21,8 +21,8 @@ func GetCodexChannelUsage(c *gin.Context) {
 	fetchCodexChannelWhamData(
 		c,
 		service.FetchCodexWhamUsage,
-		"failed to fetch codex usage",
-		"获取用量信息失败，请稍后重试",
+		common.LogText("failed to fetch codex usage"),
+		"Failed to fetch usage. Please try again later",
 	)
 }
 
@@ -30,8 +30,8 @@ func GetCodexChannelRateLimitResetCredits(c *gin.Context) {
 	fetchCodexChannelWhamData(
 		c,
 		service.FetchCodexWhamRateLimitResetCredits,
-		"failed to fetch codex reset credits",
-		"获取重置次数详情失败，请稍后重试",
+		common.LogText("failed to fetch codex reset credits"),
+		"Failed to fetch reset credit details. Please try again later",
 	)
 }
 
@@ -39,8 +39,8 @@ func ResetCodexChannelUsage(c *gin.Context) {
 	fetchCodexChannelWhamData(
 		c,
 		service.ConsumeCodexWhamRateLimitResetCredit,
-		"failed to reset codex usage",
-		"重置用量失败，请稍后重试",
+		common.LogText("failed to reset codex usage"),
+		"Failed to reset usage. Please try again later",
 	)
 }
 
@@ -84,8 +84,8 @@ func fetchCodexChannelWhamData(
 
 	oauthKey, err := codex.ParseOAuthKey(strings.TrimSpace(ch.Key))
 	if err != nil {
-		common.SysError("failed to parse oauth key: " + err.Error())
-		c.JSON(http.StatusOK, gin.H{"success": false, "message": "解析凭证失败，请检查渠道配置"})
+		common.SysError(common.LogText("failed to parse oauth key: %s", err.Error()))
+		common.ApiErrorT(c, "Failed to parse credentials. Please check the channel configuration")
 		return
 	}
 	accessToken := strings.TrimSpace(oauthKey.AccessToken)
@@ -99,7 +99,8 @@ func fetchCodexChannelWhamData(
 		return
 	}
 
-	client, err := service.GetHttpClientWithProxy(ch.GetSetting().Proxy)
+	setting := ch.GetSetting()
+	client, err := service.GetHttpClientWithProxySettings(setting.Proxy, setting)
 	if err != nil {
 		common.ApiError(c, err)
 		return
@@ -111,7 +112,7 @@ func fetchCodexChannelWhamData(
 	statusCode, body, err := fetch(ctx, client, ch.GetBaseURL(), accessToken, accountID)
 	if err != nil {
 		common.SysError(logPrefix + ": " + err.Error())
-		c.JSON(http.StatusOK, gin.H{"success": false, "message": userMessage})
+		common.ApiErrorT(c, userMessage)
 		return
 	}
 
@@ -119,7 +120,7 @@ func fetchCodexChannelWhamData(
 		refreshCtx, refreshCancel := context.WithTimeout(c.Request.Context(), 10*time.Second)
 		defer refreshCancel()
 
-		res, refreshErr := service.RefreshCodexOAuthTokenWithProxy(refreshCtx, oauthKey.RefreshToken, ch.GetSetting().Proxy)
+		res, refreshErr := service.RefreshCodexOAuthTokenWithProxy(refreshCtx, oauthKey.RefreshToken, setting.Proxy)
 		if refreshErr == nil {
 			oauthKey.AccessToken = res.AccessToken
 			oauthKey.RefreshToken = res.RefreshToken
@@ -139,8 +140,8 @@ func fetchCodexChannelWhamData(
 			defer cancel2()
 			statusCode, body, err = fetch(ctx2, client, ch.GetBaseURL(), oauthKey.AccessToken, accountID)
 			if err != nil {
-				common.SysError(logPrefix + " after refresh: " + err.Error())
-				c.JSON(http.StatusOK, gin.H{"success": false, "message": userMessage})
+				common.SysError(common.LogText("%s after refresh: %s", logPrefix, err.Error()))
+				common.ApiErrorT(c, userMessage)
 				return
 			}
 		}
diff --git a/controller/custom_oauth.go b/controller/custom_oauth.go
index ff448a4..1aff569 100644
--- a/controller/custom_oauth.go
+++ b/controller/custom_oauth.go
@@ -10,6 +10,7 @@ import (
 	"time"
 
 	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/i18n"
 	"github.com/QuantumNous/new-api/middleware"
 	"github.com/QuantumNous/new-api/model"
 	"github.com/QuantumNous/new-api/oauth"
@@ -96,13 +97,13 @@ func GetCustomOAuthProvider(c *gin.Context) {
 	idStr := c.Param("id")
 	id, err := strconv.Atoi(idStr)
 	if err != nil {
-		common.ApiErrorMsg(c, "无效的 ID")
+		common.ApiErrorT(c, "Invalid ID")
 		return
 	}
 
 	provider, err := model.GetCustomOAuthProviderById(id)
 	if err != nil {
-		common.ApiErrorMsg(c, "未找到该 OAuth 提供商")
+		common.ApiErrorT(c, "OAuth provider not found")
 		return
 	}
 
@@ -144,7 +145,7 @@ type FetchCustomOAuthDiscoveryRequest struct {
 func FetchCustomOAuthDiscovery(c *gin.Context) {
 	var req FetchCustomOAuthDiscoveryRequest
 	if err := c.ShouldBindJSON(&req); err != nil {
-		common.ApiErrorMsg(c, "无效的请求参数: "+err.Error())
+		common.ApiErrorT(c, "Invalid request parameters: {{error}}", map[string]any{"error": err.Error()})
 		return
 	}
 
@@ -152,7 +153,7 @@ func FetchCustomOAuthDiscovery(c *gin.Context) {
 	issuerURL := strings.TrimSpace(req.IssuerURL)
 
 	if wellKnownURL == "" && issuerURL == "" {
-		common.ApiErrorMsg(c, "请先填写 Discovery URL 或 Issuer URL")
+		common.ApiErrorT(c, "Enter the Discovery URL or Issuer URL first")
 		return
 	}
 
@@ -164,7 +165,7 @@ func FetchCustomOAuthDiscovery(c *gin.Context) {
 
 	parsedURL, err := url.Parse(targetURL)
 	if err != nil || parsedURL.Host == "" || (parsedURL.Scheme != "http" && parsedURL.Scheme != "https") {
-		common.ApiErrorMsg(c, "Discovery URL 无效，仅支持 http/https")
+		common.ApiErrorT(c, "Invalid Discovery URL. Only http and https are supported")
 		return
 	}
 
@@ -173,7 +174,7 @@ func FetchCustomOAuthDiscovery(c *gin.Context) {
 
 	httpReq, err := http.NewRequestWithContext(ctx, http.MethodGet, targetURL, nil)
 	if err != nil {
-		common.ApiErrorMsg(c, "创建 Discovery 请求失败: "+err.Error())
+		common.ApiErrorT(c, "Failed to create the Discovery request: {{error}}", map[string]any{"error": err.Error()})
 		return
 	}
 	httpReq.Header.Set("Accept", "application/json")
@@ -181,7 +182,7 @@ func FetchCustomOAuthDiscovery(c *gin.Context) {
 	client := &http.Client{Timeout: 20 * time.Second}
 	resp, err := client.Do(httpReq)
 	if err != nil {
-		common.ApiErrorMsg(c, "获取 Discovery 配置失败: "+err.Error())
+		common.ApiErrorT(c, "Failed to fetch the Discovery configuration: {{error}}", map[string]any{"error": err.Error()})
 		return
 	}
 	defer resp.Body.Close()
@@ -192,13 +193,13 @@ func FetchCustomOAuthDiscovery(c *gin.Context) {
 		if message == "" {
 			message = resp.Status
 		}
-		common.ApiErrorMsg(c, "获取 Discovery 配置失败: "+message)
+		common.ApiErrorT(c, "Failed to fetch the Discovery configuration: {{error}}", map[string]any{"error": message})
 		return
 	}
 
 	var discovery map[string]any
 	if err = common.DecodeJson(resp.Body, &discovery); err != nil {
-		common.ApiErrorMsg(c, "解析 Discovery 配置失败: "+err.Error())
+		common.ApiErrorT(c, "Failed to parse the Discovery configuration: {{error}}", map[string]any{"error": err.Error()})
 		return
 	}
 
@@ -216,19 +217,19 @@ func FetchCustomOAuthDiscovery(c *gin.Context) {
 func CreateCustomOAuthProvider(c *gin.Context) {
 	var req CreateCustomOAuthProviderRequest
 	if err := c.ShouldBindJSON(&req); err != nil {
-		common.ApiErrorMsg(c, "无效的请求参数: "+err.Error())
+		common.ApiErrorT(c, "Invalid request parameters: {{error}}", map[string]any{"error": err.Error()})
 		return
 	}
 
 	// Check if slug is already taken
 	if model.IsSlugTaken(req.Slug, 0) {
-		common.ApiErrorMsg(c, "该 Slug 已被使用")
+		common.ApiErrorT(c, "This slug is already in use")
 		return
 	}
 
 	// Check if slug conflicts with built-in providers
 	if oauth.IsProviderRegistered(req.Slug) && !oauth.IsCustomProvider(req.Slug) {
-		common.ApiErrorMsg(c, "该 Slug 与内置 OAuth 提供商冲突")
+		common.ApiErrorT(c, "This slug conflicts with a built-in OAuth provider")
 		return
 	}
 
@@ -261,11 +262,7 @@ func CreateCustomOAuthProvider(c *gin.Context) {
 	// Register the provider in the OAuth registry
 	oauth.RegisterOrUpdateCustomProvider(provider)
 
-	c.JSON(http.StatusOK, gin.H{
-		"success": true,
-		"message": "创建成功",
-		"data":    toCustomOAuthProviderResponse(provider),
-	})
+	common.ApiSuccessT(c, "Provider created successfully", toCustomOAuthProviderResponse(provider))
 }
 
 // UpdateCustomOAuthProviderRequest is the request structure for updating a custom OAuth provider
@@ -295,20 +292,20 @@ func UpdateCustomOAuthProvider(c *gin.Context) {
 	idStr := c.Param("id")
 	id, err := strconv.Atoi(idStr)
 	if err != nil {
-		common.ApiErrorMsg(c, "无效的 ID")
+		common.ApiErrorT(c, "Invalid ID")
 		return
 	}
 
 	var req UpdateCustomOAuthProviderRequest
 	if err := c.ShouldBindJSON(&req); err != nil {
-		common.ApiErrorMsg(c, "无效的请求参数: "+err.Error())
+		common.ApiErrorT(c, "Invalid request parameters: {{error}}", map[string]any{"error": err.Error()})
 		return
 	}
 
 	// Get existing provider
 	provider, err := model.GetCustomOAuthProviderById(id)
 	if err != nil {
-		common.ApiErrorMsg(c, "未找到该 OAuth 提供商")
+		common.ApiErrorT(c, "OAuth provider not found")
 		return
 	}
 
@@ -317,12 +314,12 @@ func UpdateCustomOAuthProvider(c *gin.Context) {
 	// Check if new slug is taken by another provider
 	if req.Slug != "" && req.Slug != provider.Slug {
 		if model.IsSlugTaken(req.Slug, id) {
-			common.ApiErrorMsg(c, "该 Slug 已被使用")
+			common.ApiErrorT(c, "This slug is already in use")
 			return
 		}
 		// Check if slug conflicts with built-in providers
 		if oauth.IsProviderRegistered(req.Slug) && !oauth.IsCustomProvider(req.Slug) {
-			common.ApiErrorMsg(c, "该 Slug 与内置 OAuth 提供商冲突")
+			common.ApiErrorT(c, "This slug conflicts with a built-in OAuth provider")
 			return
 		}
 	}
@@ -394,11 +391,7 @@ func UpdateCustomOAuthProvider(c *gin.Context) {
 	}
 	oauth.RegisterOrUpdateCustomProvider(provider)
 
-	c.JSON(http.StatusOK, gin.H{
-		"success": true,
-		"message": "更新成功",
-		"data":    toCustomOAuthProviderResponse(provider),
-	})
+	common.ApiSuccessT(c, "Provider updated successfully", toCustomOAuthProviderResponse(provider))
 }
 
 // DeleteCustomOAuthProvider deletes a custom OAuth provider
@@ -406,26 +399,26 @@ func DeleteCustomOAuthProvider(c *gin.Context) {
 	idStr := c.Param("id")
 	id, err := strconv.Atoi(idStr)
 	if err != nil {
-		common.ApiErrorMsg(c, "无效的 ID")
+		common.ApiErrorT(c, "Invalid ID")
 		return
 	}
 
 	// Get existing provider to get slug
 	provider, err := model.GetCustomOAuthProviderById(id)
 	if err != nil {
-		common.ApiErrorMsg(c, "未找到该 OAuth 提供商")
+		common.ApiErrorT(c, "OAuth provider not found")
 		return
 	}
 
 	// Check if there are any user bindings
 	count, err := model.GetBindingCountByProviderId(id)
 	if err != nil {
-		common.SysError("Failed to get binding count for provider " + strconv.Itoa(id) + ": " + err.Error())
-		common.ApiErrorMsg(c, "检查用户绑定时发生错误，请稍后重试")
+		common.SysError(common.LogText("Failed to get binding count for provider %s: %s", strconv.Itoa(id), err.Error()))
+		common.ApiErrorT(c, "Failed to check user bindings, please try again later")
 		return
 	}
 	if count > 0 {
-		common.ApiErrorMsg(c, "该 OAuth 提供商还有用户绑定，无法删除。请先解除所有用户绑定。")
+		common.ApiErrorT(c, "This OAuth provider still has linked users and cannot be deleted. Unbind all users first.")
 		return
 	}
 
@@ -437,10 +430,7 @@ func DeleteCustomOAuthProvider(c *gin.Context) {
 	// Unregister the provider from the OAuth registry
 	oauth.UnregisterCustomProvider(provider.Slug)
 
-	c.JSON(http.StatusOK, gin.H{
-		"success": true,
-		"message": "删除成功",
-	})
+	common.ApiSuccessT(c, "Provider deleted successfully", nil)
 }
 
 func buildUserOAuthBindingsResponse(userId int) ([]UserOAuthBindingResponse, error) {
@@ -471,7 +461,7 @@ func buildUserOAuthBindingsResponse(userId int) ([]UserOAuthBindingResponse, err
 func GetUserOAuthBindings(c *gin.Context) {
 	userId := c.GetInt("id")
 	if userId == 0 {
-		common.ApiErrorMsg(c, "未登录")
+		common.ApiErrorT(c, "Not logged in")
 		return
 	}
 
@@ -523,7 +513,7 @@ func GetUserOAuthBindingsByAdmin(c *gin.Context) {
 
 // UnbindCustomOAuth unbinds a custom OAuth provider from the current user
 func UnbindCustomOAuth(c *gin.Context) {
-	identity, ok := middleware.GetSessionAuthIdentity(c)
+	identity, ok := middleware.GetStepUpIdentity(c)
 	if !ok {
 		writeSecurityOperationError(c, service.ErrAuthTokenInvalid)
 		return
@@ -532,7 +522,7 @@ func UnbindCustomOAuth(c *gin.Context) {
 	providerIdStr := c.Param("provider_id")
 	providerId, err := strconv.Atoi(providerIdStr)
 	if err != nil || providerId <= 0 {
-		common.ApiErrorMsg(c, "无效的提供商 ID")
+		common.ApiErrorT(c, "Invalid provider ID")
 		return
 	}
 
@@ -558,13 +548,9 @@ func UnbindCustomOAuth(c *gin.Context) {
 		writeSecurityOperationError(c, err)
 		return
 	}
-	notificationFailed = service.NotifyAccountSecurityChange(user.Email, "Login account unlinked") != nil
+	notificationFailed = service.NotifyAccountSecurityChange(service.AccountMailLanguage(c, user.Id), user.Email, i18n.MsgSecurityEventLoginUnlinked) != nil
 
-	c.JSON(http.StatusOK, gin.H{
-		"success": true,
-		"message": "解绑成功",
-		"data":    gin.H{"notification_warning": notificationFailed},
-	})
+	common.ApiSuccessT(c, "Unbound successfully", gin.H{"notification_warning": notificationFailed})
 }
 
 func UnbindCustomOAuthByAdmin(c *gin.Context) {
@@ -589,8 +575,12 @@ func UnbindCustomOAuthByAdmin(c *gin.Context) {
 
 	providerIdStr := c.Param("provider_id")
 	providerId, err := strconv.Atoi(providerIdStr)
-	if err != nil {
-		common.ApiErrorMsg(c, "invalid provider id")
+	if err != nil || providerId <= 0 {
+		common.ApiErrorT(c, "Invalid provider ID")
+		return
+	}
+	authorization := requireAdminUserProof(c, service.VerificationScopeAdminUserBindingClear, service.AdminUserBindingContext{UserID: userId, ProviderID: providerId})
+	if authorization == nil {
 		return
 	}
 
@@ -599,6 +589,12 @@ func UnbindCustomOAuthByAdmin(c *gin.Context) {
 		return
 	}
 
+	recordManageAuditFor(c, userId, "user.binding_clear", map[string]any{
+		"bindingType":         "custom_oauth",
+		"provider_id":         providerId,
+		"username":            targetUser.Username,
+		"verification_method": authorization.Method,
+	})
 	c.JSON(http.StatusOK, gin.H{
 		"success": true,
 		"message": "success",
diff --git a/controller/detection.go b/controller/detection.go
index 50ef0ae..b11c171 100644
--- a/controller/detection.go
+++ b/controller/detection.go
@@ -16,7 +16,6 @@ import (
 	"github.com/QuantumNous/new-api/common"
 	"github.com/QuantumNous/new-api/middleware"
 	"github.com/QuantumNous/new-api/model"
-	benchmark "github.com/QuantumNous/new-api/pkg/model_benchmark"
 	fingerprint "github.com/QuantumNous/new-api/pkg/model_fingerprint"
 	"github.com/QuantumNous/new-api/relay"
 	relaycommon "github.com/QuantumNous/new-api/relay/common"
@@ -42,7 +41,7 @@ func detectionInput(c *gin.Context) (detectionRequest, *model.User, service.Dete
 	if err := c.ShouldBindJSON(&input); err != nil {
 		return input, nil, service.DetectionPrice{}, 0, errors.New("invalid detection request")
 	}
-	if input.Kind != "benchmark" && input.Kind != "fingerprint" {
+	if input.Kind != "fingerprint" && input.Kind != "vision" {
 		return input, nil, service.DetectionPrice{}, 0, errors.New("invalid detection type")
 	}
 	user, err := model.GetUserById(c.GetInt("id"), false)
@@ -63,7 +62,7 @@ func EstimateDetection(c *gin.Context) {
 		return
 	}
 	encoded, _ := common.Marshal(price)
-	calls := benchmark.ProbeCount
+	calls := 1
 	if input.Kind == "fingerprint" {
 		calls = fingerprint.ProbeCount
 	}
@@ -136,6 +135,7 @@ func GetUserDetection(c *gin.Context) {
 		}
 		return
 	}
+	run = service.NormalizeVisionRun(run)
 	var calls []model.DetectionCall
 	if err := model.DB.Where("run_id = ?", run.ID).Find(&calls).Error; err != nil {
 		common.ApiError(c, err)
@@ -343,6 +343,14 @@ func DetectionProxy(c *gin.Context) {
 			}
 		}
 	}
+	if success {
+		if html := detectionHTML(raw, contentType); html != "" {
+			if saveErr := model.DB.Model(&model.DetectionRun{}).Where("id = ?", run.ID).Update("html", html).Error; saveErr != nil {
+				call.Error = "artwork_save_failed"
+				success = false
+			}
+		}
+	}
 	if err = model.FinishDetectionCall(call); err != nil {
 		success = false
 	}
@@ -456,7 +464,14 @@ func detectionResponseUsage(raw []byte, contentType string) (gjson.Result, bool)
 // Apply billing and safety limits AFTER channel parameter overrides. Never let
 // an administrative override turn a bounded paid test into unbounded tool work.
 func boundDetectionBody(body common.ReplayableBody, request *dto.OpenAIResponsesRequest) (common.ReplayableBody, io.Closer, error) {
-	raw, err := io.ReadAll(io.LimitReader(body, 128<<10))
+	limit := int64(128 << 10)
+	if bytes.Contains(request.Input, []byte(service.VisionImageURL)) {
+		limit = 4 << 20
+	}
+	raw, err := io.ReadAll(io.LimitReader(body, limit+1))
+	if int64(len(raw)) > limit {
+		return nil, nil, errors.New("detection request too large")
+	}
 	if err != nil {
 		return nil, nil, err
 	}
@@ -473,11 +488,14 @@ func boundDetectionBody(body common.ReplayableBody, request *dto.OpenAIResponses
 	_ = common.Unmarshal(request.Instructions, &instructions)
 	prepared["instructions"] = instructions
 	prepared["max_output_tokens"] = *request.MaxOutputTokens
+	if request.Reasoning != nil {
+		prepared["reasoning"] = request.Reasoning
+	}
 	if *request.MaxOutputTokens == 16384 {
 		prepared["reasoning"] = map[string]string{"effort": "medium"}
 	}
-	if *request.MaxOutputTokens == fingerprint.OutputTokens || *request.MaxOutputTokens == benchmark.OutputTokens {
-		prepared["reasoning"] = map[string]string{"effort": "low"}
+	if *request.MaxOutputTokens == fingerprint.OutputTokens {
+		prepared["reasoning"] = map[string]string{"effort": request.Reasoning.Effort}
 		delete(prepared, "instructions")
 		delete(prepared, "temperature")
 		delete(prepared, "top_p")
diff --git a/controller/detection_artwork.go b/controller/detection_artwork.go
new file mode 100644
index 0000000..fd533ce
--- /dev/null
+++ b/controller/detection_artwork.go
@@ -0,0 +1,41 @@
+package controller
+import ("strings"; "github.com/tidwall/gjson")
+func detectionHTML(raw []byte, contentType string) string {
+	result := gjson.ParseBytes(raw)
+	if strings.Contains(contentType, "text/event-stream") {
+		result = gjson.Result{}
+		for line := range strings.SplitSeq(string(raw), "\n") {
+			if strings.HasPrefix(line, "data:") {
+				event := gjson.Parse(strings.TrimSpace(strings.TrimPrefix(line, "data:")))
+				if event.Get("type").String() == "response.completed" {
+					result = event.Get("response")
+				}
+			}
+		}
+	}
+	if result.Get("status").String() != "completed" {
+		return ""
+	}
+	var output strings.Builder
+	for _, item := range result.Get("output").Array() {
+		if item.Get("type").String() != "message" {
+			continue
+		}
+		for _, part := range item.Get("content").Array() {
+			if part.Get("type").String() == "output_text" {
+				output.WriteString(part.Get("text").String())
+			}
+		}
+	}
+	html := strings.TrimSpace(output.String())
+	lower := strings.ToLower(html)
+	start := strings.Index(lower, "<!doctype html")
+	if start < 0 {
+		start = strings.Index(lower, "<html")
+	}
+	end := strings.LastIndex(lower, "</html>")
+	if start < 0 || end < start || len(html) > 2<<20 {
+		return ""
+	}
+	return html[start : end+7]
+}
diff --git a/controller/detection_test.go b/controller/detection_test.go
index b07a502..1f392e1 100644
--- a/controller/detection_test.go
+++ b/controller/detection_test.go
@@ -3,6 +3,7 @@ package controller
 import (
 	"bufio"
 	"context"
+	"crypto/sha256"
 	"fmt"
 	"github.com/QuantumNous/new-api/common"
 	"github.com/QuantumNous/new-api/model"
@@ -23,6 +24,8 @@ import (
 	"net/http/httptest"
 	"os"
 	"strings"
+	"sync"
+	"sync/atomic"
 	"testing"
 	"time"
 )
@@ -289,7 +292,7 @@ func TestDetectionModelTracePaidRoundAndResume(t *testing.T) {
 	assert.Equal(t, 982, owner.Quota)
 }
 
-func TestCandyAutomaticRoundAndResume(t *testing.T) {
+func TestVisionAutomaticRoundAndResume(t *testing.T) {
 	for _, dialect := range []string{"sqlite", "mysql", "postgres"} {
 		t.Run(dialect, func(t *testing.T) {
 			oldRedis := common.RedisEnabled
@@ -308,7 +311,7 @@ func TestCandyAutomaticRoundAndResume(t *testing.T) {
 				}
 				driver = postgres.Open(os.Getenv("TEST_POSTGRES_DSN"))
 			}
-			db, err := gorm.Open(driver, &gorm.Config{NamingStrategy: schema.NamingStrategy{TablePrefix: fmt.Sprintf("candy_%d_", time.Now().UnixNano())}})
+			db, err := gorm.Open(driver, &gorm.Config{NamingStrategy: schema.NamingStrategy{TablePrefix: fmt.Sprintf("vision_%d_", time.Now().UnixNano())}})
 			require.NoError(t, err)
 			conn, err := db.DB()
 			require.NoError(t, err)
@@ -329,35 +332,39 @@ func TestCandyAutomaticRoundAndResume(t *testing.T) {
 			calls := 0
 			upstream := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
 				require.Less(t, calls, 1)
-				answer := "21"
+				answer := "这是音箱"
 				raw, readErr := io.ReadAll(r.Body)
 				require.NoError(t, readErr)
-				assert.Contains(t, gjson.GetBytes(raw, "input.0.content").String(), "圆形 7 9 8")
-				assert.NotContains(t, gjson.GetBytes(raw, "input.0.content").String(), "21")
+				assert.Equal(t, "medium", gjson.GetBytes(raw, "reasoning.effort").String())
+				assert.Equal(t, "不搜索，告诉我这是什么", gjson.GetBytes(raw, "input.0.content.0.text").String())
+				assert.Equal(t, service.VisionImageURL, gjson.GetBytes(raw, "input.0.content.1.image_url").String())
+				assert.Equal(t, "none", gjson.GetBytes(raw, "tool_choice").String())
+				assert.Empty(t, gjson.GetBytes(raw, "tools").Array())
 				calls++
 				body, encodeErr := common.Marshal(map[string]any{"status": "completed", "usage": map[string]int{"input_tokens": 10, "output_tokens": 2}, "output": []any{map[string]any{"type": "message", "content": []any{map[string]string{"type": "output_text", "text": answer}}}}})
 				require.NoError(t, encodeErr)
-				w.Header().Set("Content-Type", "application/json")
-				_, _ = w.Write(body)
+				w.Header().Set("Content-Type", "text/event-stream")
+				_, _ = fmt.Fprint(w, "data: {\"type\":\"response.output_text.delta\",\"delta\":\"这是音箱\"}\n\n")
+				_, _ = fmt.Fprintf(w, "data: {\"type\":\"response.completed\",\"response\":%s}\n\n", body)
 			}))
 			defer upstream.Close()
 			url := upstream.URL
-			channel := model.Channel{Type: 1, Key: "test-only", BaseURL: &url, Status: common.ChannelStatusEnabled, Models: fingerprint.Model, Group: "candy-group"}
+			channel := model.Channel{Type: 1, Key: "test-only", BaseURL: &url, Status: common.ChannelStatusEnabled, Models: fingerprint.Model, Group: "vision-group"}
 			require.NoError(t, db.Create(&channel).Error)
 			owner := model.User{Username: "meow-test", Quota: 1000, Status: common.UserStatusEnabled}
 			require.NoError(t, db.Create(&owner).Error)
-			price, err := common.Marshal(service.DetectionPrice{Snapshot: billingexpr.BillingSnapshot{ExprString: "p+c", ExprHash: billingexpr.ExprHashString("p+c"), GroupRatio: 1, QuotaPerUnit: 500000, ExprVersion: 1}, Request: billingexpr.RequestInput{Body: []byte(`{"max_output_tokens":4096,"reasoning":{"effort":"low"}}`)}})
+			price, err := common.Marshal(service.DetectionPrice{Snapshot: billingexpr.BillingSnapshot{ExprString: "p+c", ExprHash: billingexpr.ExprHashString("p+c"), GroupRatio: 1, QuotaPerUnit: 500000, ExprVersion: 1}, Request: billingexpr.RequestInput{Body: []byte(`{"max_output_tokens":4096,"reasoning":{"effort":"medium"}}`)}})
 			require.NoError(t, err)
-			run := model.DetectionRun{ID: "meow-test", RequestKey: "meow-test", Kind: "candy", CreatedAt: time.Now().Unix(), ChannelID: channel.Id, Status: "pending", Deadline: time.Now().Unix() + 60, Reserved: 320, Price: string(price)}
+			run := model.DetectionRun{ID: "meow-test", RequestKey: "meow-test", Kind: "vision", CreatedAt: time.Now().Unix(), ChannelID: channel.Id, Status: "pending", Deadline: time.Now().Unix() + 60, Reserved: 320, Price: string(price)}
 			require.NoError(t, model.CreateDetection(&run))
-			require.NoError(t, model.EnsureDetectionSchedule(context.Background(), model.DetectionSchedule{ChannelID: channel.Id, Kind: "candy", IntervalMinutes: 30}))
+			require.NoError(t, model.EnsureDetectionSchedule(context.Background(), model.DetectionSchedule{ChannelID: channel.Id, Kind: "vision", IntervalMinutes: 30}))
 			processDetection(context.Background(), run)
 			require.NoError(t, db.First(&run, "id = ?", run.ID).Error)
 			assert.Equal(t, "succeeded", run.Status)
 			assert.Equal(t, "normal", run.Quality)
 			assert.True(t, run.Settled)
 			var clock model.DetectionSchedule
-			require.NoError(t, db.First(&clock, "channel_id = ? AND kind = ?", channel.Id, "candy").Error)
+			require.NoError(t, db.First(&clock, "channel_id = ? AND kind = ?", channel.Id, "vision").Error)
 			assert.Equal(t, "normal", clock.LastValid)
 			assert.Greater(t, clock.NextDueAt, run.FinishedAt)
 			assert.Equal(t, 1, calls)
@@ -370,19 +377,434 @@ func TestCandyAutomaticRoundAndResume(t *testing.T) {
 			assert.Equal(t, 1000, owner.Quota)
 			summaries, err := service.GroupDetectionSummaries(context.Background(), time.Now(), map[string]*service.AstraSamplingSummary{}, map[string]model.StatusPageGroup{})
 			require.NoError(t, err)
-			require.NotNil(t, summaries["candy-group"].Candy)
-			assert.Equal(t, 1, summaries["candy-group"].Candy.Normal)
-			assert.Equal(t, "21", summaries["candy-group"].Candy.History[0].Closest)
-			assert.Zero(t, summaries["candy-group"].Benchmark.Normal)
+			require.NotNil(t, summaries["vision-group"].Vision)
+			assert.Equal(t, 1, summaries["vision-group"].Vision.Normal)
+			assert.Equal(t, "这是音箱", summaries["vision-group"].Vision.History[0].Closest)
+			require.NotNil(t, summaries["vision-group"].Vision.History[0].FirstTokenMS)
+			assert.GreaterOrEqual(t, *summaries["vision-group"].Vision.History[0].FirstTokenMS, float64(0))
+			assert.Zero(t, summaries["vision-group"].Benchmark.Normal)
 
 		})
 	}
 }
 
-func TestCandyAnswers(t *testing.T) {
+func TestVisionAnswers(t *testing.T) {
 	for _, tc := range []struct{ answer, quality string }{
-		{"21", "normal"}, {" 21\n", "normal"}, {"28", "degraded"}, {"121", "degraded"}, {"21或28", "degraded"}, {"答案不是21", "degraded"}, {"", "degraded"},
+		{"这是音响", "normal"}, {"蓝牙音箱", "normal"}, {"  音箱\n", "normal"},
+		{"石头", "degraded"}, {"扬声器", "degraded"}, {"", "degraded"}, {"音 箱", "degraded"},
 	} {
-		t.Run(tc.answer, func(t *testing.T) { assert.Equal(t, tc.quality, service.CandyQuality(tc.answer)) })
+		t.Run(tc.answer, func(t *testing.T) { assert.Equal(t, tc.quality, service.VisionQuality(tc.answer)) })
+	}
+}
+
+func TestVisionFailuresAndRetiredDetections(t *testing.T) {
+	for _, tc := range []struct {
+		name, answer string
+		httpStatus   int
+		kind         string
+		malformed    bool
+	}{
+		{name: "missing keyword", answer: "石头", httpStatus: 200, kind: "vision"},
+		{name: "empty answer", httpStatus: 200, kind: "vision"},
+		{name: "transport failure", httpStatus: 503, kind: "vision"},
+		{name: "invalid response", httpStatus: 200, kind: "vision", malformed: true},
+		{name: "retired candy", kind: "candy"},
+		{name: "retired pelican", kind: "pelican"},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			oldRedis := common.RedisEnabled
+			common.RedisEnabled = false
+			t.Cleanup(func() { common.RedisEnabled = oldRedis })
+			db, err := gorm.Open(sqlite.Open(":memory:"), &gorm.Config{})
+			require.NoError(t, err)
+			conn, err := db.DB()
+			require.NoError(t, err)
+			conn.SetMaxOpenConns(1)
+			old := model.DB
+			model.DB = db
+			t.Cleanup(func() { model.DB = old; _ = conn.Close() })
+			require.NoError(t, db.AutoMigrate(&model.Channel{}, &model.DetectionRun{}, &model.DetectionCall{}, &model.DetectionSchedule{}, &model.User{}))
+			calls := 0
+			upstream := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+				calls++
+				w.Header().Set("Content-Type", "application/json")
+				w.WriteHeader(tc.httpStatus)
+				if tc.malformed {
+					_, _ = io.WriteString(w, "broken")
+					return
+				}
+				body, err := common.Marshal(map[string]any{"status": "completed", "output": []any{map[string]any{"type": "message", "content": []any{map[string]string{"type": "output_text", "text": tc.answer}}}}})
+				require.NoError(t, err)
+				_, _ = w.Write(body)
+			}))
+			defer upstream.Close()
+			url := upstream.URL
+			channel := model.Channel{Type: 1, Key: "test", BaseURL: &url, Status: common.ChannelStatusEnabled, Models: fingerprint.Model}
+			require.NoError(t, db.Create(&channel).Error)
+			run := model.DetectionRun{ID: "failure", RequestKey: "failure", Kind: tc.kind, ChannelID: channel.Id, Status: "pending", Deadline: time.Now().Unix() + 60}
+			require.NoError(t, model.CreateDetection(&run))
+			require.NoError(t, model.EnsureDetectionSchedule(context.Background(), model.DetectionSchedule{ChannelID: channel.Id, Kind: "vision", IntervalMinutes: 30}))
+			events, unsubscribe, err := subscribeGroupStatus()
+			require.NoError(t, err)
+			defer unsubscribe()
+			processDetection(context.Background(), run)
+			require.NoError(t, db.First(&run, "id = ?", run.ID).Error)
+			expectedStatus, expectedQuality, expectedOutcome := "failed", "unknown", ""
+			if tc.name == "missing keyword" {
+				expectedStatus, expectedQuality, expectedOutcome = "succeeded", "degraded", "degraded"
+			}
+			assert.Equal(t, expectedStatus, run.Status)
+			assert.True(t, run.Settled)
+			if tc.kind == "vision" {
+				assert.Equal(t, expectedQuality, run.Quality)
+				select {
+				case <-events:
+				default:
+					t.Fatal("settled vision did not publish")
+				}
+				assert.Equal(t, 1, calls)
+				var clock model.DetectionSchedule
+				require.NoError(t, db.First(&clock, "channel_id = ? AND kind = ?", channel.Id, "vision").Error)
+				assert.Equal(t, expectedOutcome, clock.LastValid)
+			} else {
+				assert.Zero(t, calls)
+				assert.Equal(t, "detection_retired", run.Error)
+			}
+		})
+	}
+}
+func TestVisionPaidRoundAndResume(t *testing.T) {
+	for _, dialect := range []string{"sqlite", "mysql", "postgres"} {
+		t.Run(dialect, func(t *testing.T) {
+			oldRedis := common.RedisEnabled
+			common.RedisEnabled = false
+			t.Cleanup(func() { common.RedisEnabled = oldRedis })
+			var driver gorm.Dialector = sqlite.Open(":memory:")
+			if dialect == "mysql" {
+				if os.Getenv("TEST_MYSQL_DSN") == "" {
+					t.Skip("TEST_MYSQL_DSN unset")
+				}
+				driver = mysql.Open(os.Getenv("TEST_MYSQL_DSN"))
+			}
+			if dialect == "postgres" {
+				if os.Getenv("TEST_POSTGRES_DSN") == "" {
+					t.Skip("TEST_POSTGRES_DSN unset")
+				}
+				driver = postgres.Open(os.Getenv("TEST_POSTGRES_DSN"))
+			}
+			db, err := gorm.Open(driver, &gorm.Config{NamingStrategy: schema.NamingStrategy{TablePrefix: fmt.Sprintf("vision_%d_", time.Now().UnixNano())}})
+			require.NoError(t, err)
+			conn, err := db.DB()
+			require.NoError(t, err)
+			conn.SetMaxOpenConns(1)
+			oldType, oldLogType := common.MainDatabaseType(), common.LogDatabaseType()
+			common.SetDatabaseTypes(common.DatabaseType(dialect), common.DatabaseType(dialect))
+			t.Cleanup(func() { common.SetDatabaseTypes(oldType, oldLogType) })
+			old := model.DB
+			model.DB = db
+			t.Cleanup(func() {
+				for _, row := range []any{&model.Channel{}, &model.DetectionRun{}, &model.DetectionCall{}, &model.User{}, &model.DetectionSchedule{}, &model.SystemTask{}} {
+					require.NoError(t, db.Migrator().DropTable(row))
+				}
+				model.DB = old
+				_ = conn.Close()
+			})
+			require.NoError(t, db.AutoMigrate(&model.Channel{}, &model.DetectionRun{}, &model.DetectionCall{}, &model.User{}, &model.DetectionSchedule{}, &model.SystemTask{}))
+			calls := 0
+			upstream := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+				require.Less(t, calls, 1)
+				answer := "这是音箱"
+				raw, readErr := io.ReadAll(r.Body)
+				require.NoError(t, readErr)
+				assert.Equal(t, "medium", gjson.GetBytes(raw, "reasoning.effort").String())
+				assert.Equal(t, "不搜索，告诉我这是什么", gjson.GetBytes(raw, "input.0.content.0.text").String())
+				assert.Equal(t, service.VisionImageURL, gjson.GetBytes(raw, "input.0.content.1.image_url").String())
+				assert.Equal(t, "none", gjson.GetBytes(raw, "tool_choice").String())
+				assert.Empty(t, gjson.GetBytes(raw, "tools").Array())
+				calls++
+				body, encodeErr := common.Marshal(map[string]any{"status": "completed", "usage": map[string]int{"input_tokens": 10, "output_tokens": 2}, "output": []any{map[string]any{"type": "message", "content": []any{map[string]string{"type": "output_text", "text": answer}}}}})
+				require.NoError(t, encodeErr)
+				w.Header().Set("Content-Type", "text/event-stream")
+				_, _ = fmt.Fprint(w, "data: {\"type\":\"response.output_text.delta\",\"delta\":\"这是音箱\"}\n\n")
+				_, _ = fmt.Fprintf(w, "data: {\"type\":\"response.completed\",\"response\":%s}\n\n", body)
+			}))
+			defer upstream.Close()
+			url := upstream.URL
+			channel := model.Channel{Type: 1, Key: "test-only", BaseURL: &url, Status: common.ChannelStatusEnabled, Models: fingerprint.Model, Group: "vision-group"}
+			require.NoError(t, db.Create(&channel).Error)
+			owner := model.User{Username: "meow-test", Quota: 1000, Status: common.UserStatusEnabled}
+			require.NoError(t, db.Create(&owner).Error)
+			price, err := common.Marshal(service.DetectionPrice{Snapshot: billingexpr.BillingSnapshot{ExprString: "p+c", ExprHash: billingexpr.ExprHashString("p+c"), GroupRatio: 1, QuotaPerUnit: 500000, ExprVersion: 1}, Request: billingexpr.RequestInput{Body: []byte(`{"max_output_tokens":4096,"reasoning":{"effort":"medium"}}`)}})
+			require.NoError(t, err)
+			run := model.DetectionRun{ID: "meow-test", RequestKey: "meow-test", UserID: owner.Id, Kind: "vision", CreatedAt: time.Now().Unix(), ChannelID: channel.Id, Status: "pending", Deadline: time.Now().Unix() + 60, Reserved: 320, Price: string(price)}
+			require.NoError(t, model.CreateDetection(&run))
+			require.NoError(t, model.EnsureDetectionSchedule(context.Background(), model.DetectionSchedule{ChannelID: channel.Id, Kind: "vision", IntervalMinutes: 30}))
+			processDetection(context.Background(), run)
+			require.NoError(t, db.First(&run, "id = ?", run.ID).Error)
+			assert.Equal(t, "succeeded", run.Status)
+			assert.Equal(t, "normal", run.Quality)
+			assert.True(t, run.Settled)
+			var clock model.DetectionSchedule
+			require.NoError(t, db.First(&clock, "channel_id = ? AND kind = ?", channel.Id, "vision").Error)
+			assert.Empty(t, clock.LastValid)
+			assert.Zero(t, clock.NextDueAt, "manual detection does not change automatic schedule")
+			assert.Equal(t, 1, calls)
+			expectedCharge, err := service.DetectionUsageQuota(string(price), 10, 2, 0)
+			require.NoError(t, err)
+			assert.Positive(t, expectedCharge)
+			assert.Equal(t, expectedCharge, run.Charged)
+			require.NoError(t, db.First(&owner, owner.Id).Error)
+			assert.Equal(t, 1000-expectedCharge, owner.Quota)
+			processDetection(context.Background(), run)
+			assert.Equal(t, 1, calls, "resume must not resend or recharge")
+			require.NoError(t, db.First(&owner, owner.Id).Error)
+			assert.Equal(t, 1000-expectedCharge, owner.Quota)
+			summaries, err := service.GroupDetectionSummaries(context.Background(), time.Now(), map[string]*service.AstraSamplingSummary{}, map[string]model.StatusPageGroup{})
+			require.NoError(t, err)
+			require.NotNil(t, summaries["vision-group"].Vision)
+			assert.Equal(t, 1, summaries["vision-group"].Vision.Normal)
+			assert.Equal(t, "这是音箱", summaries["vision-group"].Vision.History[0].Closest)
+			require.NotNil(t, summaries["vision-group"].Vision.History[0].FirstTokenMS)
+			assert.GreaterOrEqual(t, *summaries["vision-group"].Vision.History[0].FirstTokenMS, float64(0))
+			assert.Zero(t, summaries["vision-group"].Benchmark.Normal)
+
+		})
+	}
+}
+
+func TestCialloResults(t *testing.T) {
+	for _, tc := range []struct {
+		name, answer string
+		httpStatus   int
+		kind         string
+		malformed    bool
+	}{
+		{name: "missing keyword", answer: "石头", httpStatus: 200, kind: "ciallo"},
+		{name: "empty answer", httpStatus: 200, kind: "ciallo"},
+		{name: "transport failure", httpStatus: 503, kind: "ciallo"},
+		{name: "invalid response", httpStatus: 200, kind: "ciallo", malformed: true},
+		{name: "passed", answer: "Ciallo～(∠・ω< )⌒☆ Hi there!", httpStatus: 200, kind: "ciallo"},
+		{name: "plain punctuation", answer: "Ciallo~", httpStatus: 200, kind: "ciallo"},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			oldRedis := common.RedisEnabled
+			common.RedisEnabled = false
+			t.Cleanup(func() { common.RedisEnabled = oldRedis })
+			db, err := gorm.Open(sqlite.Open(":memory:"), &gorm.Config{})
+			require.NoError(t, err)
+			conn, err := db.DB()
+			require.NoError(t, err)
+			conn.SetMaxOpenConns(1)
+			old := model.DB
+			model.DB = db
+			t.Cleanup(func() { model.DB = old; _ = conn.Close() })
+			require.NoError(t, db.AutoMigrate(&model.Channel{}, &model.DetectionRun{}, &model.DetectionCall{}, &model.DetectionSchedule{}, &model.User{}))
+			calls := 0
+			upstream := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+				calls++
+				raw, _ := io.ReadAll(r.Body)
+				assert.Equal(t, "ciallo", gjson.GetBytes(raw, "input.0.content").String())
+				assert.Equal(t, "medium", gjson.GetBytes(raw, "reasoning.effort").String())
+				w.Header().Set("Content-Type", "application/json")
+				w.WriteHeader(tc.httpStatus)
+				if tc.malformed {
+					_, _ = io.WriteString(w, "broken")
+					return
+				}
+				body, err := common.Marshal(map[string]any{"status": "completed", "output": []any{map[string]any{"type": "message", "content": []any{map[string]string{"type": "output_text", "text": tc.answer}}}}})
+				require.NoError(t, err)
+				_, _ = w.Write(body)
+			}))
+			defer upstream.Close()
+			url := upstream.URL
+			channel := model.Channel{Type: 1, Key: "test", BaseURL: &url, Status: common.ChannelStatusEnabled, Models: fingerprint.Model}
+			require.NoError(t, db.Create(&channel).Error)
+			run := model.DetectionRun{ID: "failure", RequestKey: "failure", Kind: tc.kind, ChannelID: channel.Id, Status: "pending", Deadline: time.Now().Unix() + 60}
+			require.NoError(t, model.CreateDetection(&run))
+			require.NoError(t, model.EnsureDetectionSchedule(context.Background(), model.DetectionSchedule{ChannelID: channel.Id, Kind: "ciallo", IntervalMinutes: 30}))
+			events, unsubscribe, err := subscribeGroupStatus()
+			require.NoError(t, err)
+			defer unsubscribe()
+			processDetection(context.Background(), run)
+			require.NoError(t, db.First(&run, "id = ?", run.ID).Error)
+			expectedStatus, expectedQuality, expectedOutcome := "failed", "unknown", ""
+			if tc.name == "missing keyword" {
+				expectedStatus, expectedQuality, expectedOutcome = "succeeded", "degraded", "degraded"
+			}
+			if tc.name == "passed" || tc.name == "plain punctuation" {
+				expectedStatus, expectedQuality, expectedOutcome = "succeeded", "normal", "normal"
+			}
+			assert.Equal(t, expectedStatus, run.Status)
+			assert.True(t, run.Settled)
+			if tc.kind == "ciallo" {
+				assert.Equal(t, expectedQuality, run.Quality)
+				select {
+				case <-events:
+				default:
+					t.Fatal("settled vision did not publish")
+				}
+				assert.Equal(t, 1, calls)
+				var clock model.DetectionSchedule
+				require.NoError(t, db.First(&clock, "channel_id = ? AND kind = ?", channel.Id, "ciallo").Error)
+				assert.Equal(t, expectedOutcome, clock.LastValid)
+				assert.Equal(t, 45, clock.IntervalMinutes)
+				assert.Equal(t, int64(45*60), clock.NextDueAt-clock.LastFinishedAt)
+			} else {
+				assert.Zero(t, calls)
+				assert.Equal(t, "detection_retired", run.Error)
+			}
+		})
+	}
+}
+
+func TestCialloBotAuthorization(t *testing.T) {
+	key := strings.Repeat("k", 32)
+	t.Setenv("BOT_BALANCE_KEY", key)
+	derived := sha256.Sum256([]byte("newapi-ciallo-v1:" + key))
+	for _, tc := range []struct {
+		token string
+		code  int
+	}{{"", 401}, {key, 401}, {"incorrect", 401}, {fmt.Sprintf("%x", derived), 400}} {
+		w := httptest.NewRecorder()
+		c, _ := gin.CreateTestContext(w)
+		c.Request = httptest.NewRequest("POST", "/api/bot/ciallo", strings.NewReader(`{}`))
+		c.Request.Header.Set("Content-Type", "application/json")
+		c.Request.Header.Set("Authorization", "Bearer "+tc.token)
+		BotCiallo(c)
+		assert.Equal(t, tc.code, w.Code)
+	}
+}
+
+func TestChainDetectionMatrix(t *testing.T) {
+	drivers := map[string]gorm.Dialector{"sqlite": sqlite.Open(":memory:")}
+	if dsn := os.Getenv("TEST_MYSQL_DSN"); dsn != "" {
+		drivers["mysql"] = mysql.Open(dsn)
+	}
+	if dsn := os.Getenv("TEST_POSTGRES_DSN"); dsn != "" {
+		drivers["postgres"] = postgres.Open(dsn)
+	}
+	for name, driver := range drivers {
+		t.Run(name, func(t *testing.T) {
+			db, err := gorm.Open(driver, &gorm.Config{NamingStrategy: schema.NamingStrategy{TablePrefix: fmt.Sprintf("chain_%d_", time.Now().UnixNano())}})
+			require.NoError(t, err)
+			conn, err := db.DB()
+			require.NoError(t, err)
+			conn.SetMaxOpenConns(1)
+			old, redis := model.DB, common.RedisEnabled
+			model.DB = db
+			common.RedisEnabled = false
+			t.Cleanup(func() {
+				model.DB = old
+				common.RedisEnabled = redis
+				_ = db.Migrator().DropTable(&model.DetectionCall{}, &model.DetectionRun{}, &model.DetectionSchedule{}, &model.Channel{})
+				_ = conn.Close()
+			})
+			require.NoError(t, db.AutoMigrate(&model.Channel{}, &model.DetectionRun{}, &model.DetectionCall{}, &model.DetectionSchedule{}))
+			var count atomic.Int32
+			upstream := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+				count.Add(1)
+				assert.Equal(t, "Bearer test-only", r.Header.Get("Authorization"))
+				raw, err := io.ReadAll(r.Body)
+				require.NoError(t, err)
+				answer := strings.Repeat("42,", 300)
+				prompt := gjson.GetBytes(raw, "input.0.content")
+				if prompt.String() == "ciallo" {
+					answer = "Ciallo～ hello"
+				} else if prompt.IsArray() {
+					w.WriteHeader(503)
+					return
+				}
+				data, err := common.Marshal(map[string]any{"status": "completed", "output": []any{map[string]any{"type": "message", "content": []any{map[string]string{"type": "output_text", "text": answer}}}}})
+				require.NoError(t, err)
+				w.Header().Set("Content-Type", "application/json")
+				_, _ = w.Write(data)
+			}))
+			defer upstream.Close()
+			url := upstream.URL
+			ch := model.Channel{Type: 1, Key: "test-only", BaseURL: &url, Status: common.ChannelStatusEnabled, Models: fingerprint.Model, Group: "test group"}
+			require.NoError(t, db.Create(&ch).Error)
+			for _, kind := range []string{"vision", "ciallo"} {
+				require.NoError(t, model.EnsureDetectionSchedule(context.Background(), model.DetectionSchedule{ChannelID: ch.Id, Kind: kind, IntervalMinutes: 45, NextDueAt: time.Now().Unix() + 2700}))
+			}
+			runs, err := enqueueChainTest(context.Background(), "test group", ch.Id)
+			require.NoError(t, err)
+			require.Len(t, runs, 3)
+			again, err := enqueueChainTest(context.Background(), "test group", ch.Id)
+			require.NoError(t, err)
+			assert.Equal(t, strings.Split(runs[0].ID, "_")[0], strings.Split(again[0].ID, "_")[0])
+			var wg sync.WaitGroup
+			for _, run := range runs {
+				wg.Add(1)
+				go func() { defer wg.Done(); processDetection(context.Background(), run) }()
+			}
+			wg.Wait()
+			require.NoError(t, db.Order("id asc").Find(&runs).Error)
+			result, err := chainTestResult(runs, time.Now().Unix())
+			require.NoError(t, err)
+			assert.Equal(t, true, result["done"])
+			results := result["results"].(map[string]any)
+			assert.Equal(t, "normal", results["ciallo"].(gin.H)["status"])
+			assert.Equal(t, "failed", results["vision"].(gin.H)["status"])
+			assert.NotEqual(t, "failed", results["fingerprint"].(gin.H)["status"])
+			assert.Equal(t, int32(5), count.Load())
+			for _, run := range runs {
+				assert.Zero(t, run.Charged)
+				assert.True(t, run.Settled)
+				processDetection(context.Background(), run)
+			}
+			assert.Equal(t, int32(5), count.Load(), "completed calls must not replay")
+			for _, kind := range []string{"vision", "ciallo"} {
+				states, _, err := service.ReconcileAutomaticDetectionSchedules(context.Background(), []model.Channel{ch}, kind)
+				require.NoError(t, err)
+				assert.Empty(t, states[ch.Id].LastResultID, "manual chain must not move the automatic clock")
+			}
+			fresh, err := enqueueChainTest(context.Background(), "test group", ch.Id)
+			require.NoError(t, err)
+			assert.NotEqual(t, runs[0].ID, fresh[0].ID)
+			result, err = chainTestResult(fresh, time.Now().Unix()+601)
+			require.NoError(t, err)
+			assert.Equal(t, true, result["done"])
+		})
+	}
+}
+
+func TestChainAuthorizationAndProjection(t *testing.T) {
+	key := strings.Repeat("k", 32)
+	t.Setenv("BOT_BALANCE_KEY", key)
+	derived := sha256.Sum256([]byte("newapi-chaintest-v1:" + key))
+	wrong := sha256.Sum256([]byte("newapi-ciallo-v1:" + key))
+	for _, tc := range []struct {
+		token string
+		code  int
+	}{{"", 401}, {key, 401}, {fmt.Sprintf("%x", wrong), 401}, {fmt.Sprintf("%x", derived), 400}} {
+		w := httptest.NewRecorder()
+		c, _ := gin.CreateTestContext(w)
+		c.Request = httptest.NewRequest("POST", "/api/bot/chaintest", strings.NewReader(`{}`))
+		c.Request.Header.Set("Content-Type", "application/json")
+		c.Request.Header.Set("Authorization", "Bearer "+tc.token)
+		BotChainTest(c)
+		assert.Equal(t, tc.code, w.Code)
+	}
+	for _, status := range []string{"match", "mismatch", "inconclusive"} {
+		encoded, _ := common.Marshal(fingerprint.Result{Engine: fingerprint.Version, Status: status, Closest: fingerprint.Model, ValidSamples: 3, Weight: 1, Gap: 1})
+		runs := []model.DetectionRun{{ID: "abc_fingerprint", Kind: "fingerprint", Settled: true, Status: "succeeded", Result: string(encoded)}, {Kind: "ciallo", Settled: true, Status: "succeeded", Result: `{"closest":"Ciallo~"}`}, {Kind: "vision", Settled: true, Status: "succeeded", Result: `{"closest":"音箱"}`}}
+		data, err := chainTestResult(runs, 0)
+		require.NoError(t, err)
+		results := data["results"].(map[string]any)
+		assert.Equal(t, status, results["fingerprint"].(gin.H)["status"])
+		assert.Equal(t, "normal", results["ciallo"].(gin.H)["status"])
+		assert.Equal(t, "normal", results["vision"].(gin.H)["status"])
+		raw, _ := common.Marshal(data)
+		assert.NotContains(t, string(raw), "channel_id")
+		assert.NotContains(t, string(raw), "price")
+		runs[2].Status = "failed"
+		runs[2].Error = "vision_keyword_missing"
+		runs[2].Result = `{"closest":"我这边没有收到可查看的图片或附件"}`
+		data, err = chainTestResult(runs, 0)
+		require.NoError(t, err)
+		results = data["results"].(map[string]any)
+		assert.Equal(t, "incomplete", results["vision"].(gin.H)["status"])
+		assert.Equal(t, status, results["fingerprint"].(gin.H)["status"])
+		assert.Equal(t, "normal", results["ciallo"].(gin.H)["status"])
 	}
 }
diff --git a/controller/detection_worker.go b/controller/detection_worker.go
index 90a8e8c..36f982b 100644
--- a/controller/detection_worker.go
+++ b/controller/detection_worker.go
@@ -4,6 +4,7 @@ import (
 	"context"
 	"errors"
 	"fmt"
+	"strings"
 	"sync"
 	"time"
 
@@ -19,7 +20,7 @@ type detectionHandler struct{}
 
 func (detectionHandler) Type() string { return "group_detection" }
 func (detectionHandler) Enabled() bool {
-	return common.GetEnvOrDefaultBool("MODEL_DETECTION_ENABLED", true)
+	return common.GetEnvOrDefaultBool("VISION_DETECTION_ENABLED", true)
 }
 func (detectionHandler) Interval() time.Duration { return 15 * time.Second }
 func (detectionHandler) NewPayload() any         { return nil }
@@ -28,9 +29,9 @@ func (detectionHandler) Run(ctx context.Context, task *model.SystemTask, runner
 	_ = model.DeliverDetectionLogs()
 	// Keep accounting facts, but expire bulky generated artwork after the public window.
 	_ = model.DB.Model(&model.DetectionRun{}).Where("settled = ? AND created_at < ? AND html <> ?", true, time.Now().Add(-6*time.Hour).Unix(), "").Update("html", "").Error
-	scheduleErr := scheduleBenchmarkDetections(ctx)
-	if candyErr := scheduleAutomaticDetections(ctx, "candy"); scheduleErr == nil {
-		scheduleErr = candyErr
+	scheduleErr := scheduleVisionDetections(ctx)
+	if err := scheduleCialloDetections(ctx); err != nil {
+		scheduleErr = err
 	}
 	var err error
 	{
@@ -66,12 +67,8 @@ func (detectionHandler) Run(ctx context.Context, task *model.SystemTask, runner
 	finishSystemTaskHandler(task, runner, status, nil, err)
 }
 
-func scheduleBenchmarkDetections(ctx context.Context) error {
-	return scheduleAutomaticDetections(ctx, "benchmark")
-}
-
-func scheduleAutomaticDetections(ctx context.Context, kind string) error {
-	channels, schedules, err := service.AutomaticDetectionChannelsDue(ctx, kind, time.Now())
+func scheduleVisionDetections(ctx context.Context) error {
+	channels, schedules, err := service.AutomaticDetectionChannelsDue(ctx, "vision", time.Now())
 	if err != nil {
 		return err
 	}
@@ -81,7 +78,7 @@ func scheduleAutomaticDetections(ctx context.Context, kind string) error {
 		if len(groups) == 0 {
 			continue
 		}
-		price, reserve, priceErr := service.DetectionPricing("", groups[0], kind)
+		price, reserve, priceErr := service.DetectionPricing("", groups[0], "vision")
 		if priceErr != nil {
 			return priceErr
 		}
@@ -92,7 +89,7 @@ func scheduleAutomaticDetections(ctx context.Context, kind string) error {
 		if err != nil {
 			return err
 		}
-		run := &model.DetectionRun{ID: id, RequestKey: fmt.Sprintf("%s:%d:%s", kind, channel.Id, schedules[channel.Id].LastResultID), ChannelID: channel.Id, GroupName: groups[0], Kind: kind, Status: "pending", CreatedAt: now, Price: string(encoded), Reserved: reserve}
+		run := &model.DetectionRun{ID: id, RequestKey: fmt.Sprintf("vision:%d:%s", channel.Id, schedules[channel.Id].LastResultID), ChannelID: channel.Id, GroupName: groups[0], Kind: "vision", Status: "pending", CreatedAt: now, Price: string(encoded), Reserved: reserve}
 		if err = model.CreateDetection(run); err != nil {
 			return err
 		}
@@ -100,7 +97,18 @@ func scheduleAutomaticDetections(ctx context.Context, kind string) error {
 	return nil
 }
 
+var activeDetectionRuns sync.Map
+
 func processDetection(ctx context.Context, run model.DetectionRun) {
+	if _, running := activeDetectionRuns.LoadOrStore(run.ID, true); running {
+		return
+	}
+	defer activeDetectionRuns.Delete(run.ID)
+	// Immediate bot execution and the durable worker may observe the same task.
+	if model.DB.First(&run, "id = ?", run.ID).Error != nil || run.Settled {
+		return
+	}
+
 	if ctx.Err() != nil {
 		return
 	}
@@ -110,6 +118,8 @@ func processDetection(ctx context.Context, run model.DetectionRun) {
 			return
 		}
 	}
+	taskCtx, taskCancel := context.WithDeadline(ctx, time.Unix(run.Deadline, 0))
+	defer taskCancel()
 	if time.Now().Unix() >= run.Deadline {
 		var calls []model.DetectionCall
 		if model.DB.Where("run_id = ?", run.ID).Find(&calls).Error != nil {
@@ -129,25 +139,31 @@ func processDetection(ctx context.Context, run model.DetectionRun) {
 			call.Quota = 0
 			_ = model.FinishDetectionCall(&call)
 		}
-		finishDetection(run, "failed", "detection_timeout")
+		if run.Kind == "vision" || run.Kind == "ciallo" {
+			finishVisionDetection(run, "", "detection_timeout")
+		} else {
+			finishDetection(run, "failed", "detection_timeout")
+		}
 		return
 	}
 	if run.Status == "succeeded" || run.Status == "failed" {
 		settleDetectionAndSchedule(run)
 		return
 	}
-	if run.Kind != "fingerprint" && run.Kind != "benchmark" && run.Kind != "candy" {
-		finishDetection(run, "failed", "detection_retired")
+	if run.Kind == "fingerprint" {
+		processPaidFingerprint(taskCtx, run)
 		return
 	}
-	processPaidFingerprint(ctx, run)
+	if run.Kind == "vision" || run.Kind == "ciallo" {
+		processVisionDetection(taskCtx, run)
+		return
+	}
+	finishDetection(run, "failed", "detection_retired")
 }
 
 func finishDetection(run model.DetectionRun, status, reason string) {
 	updates := map[string]any{"status": status, "error": reason}
-	if status == "failed" && run.Kind == "benchmark" {
-		updates["result"] = ""
-	}
+
 	if model.DB.Model(&model.DetectionRun{}).Where("id = ?", run.ID).Updates(updates).Error != nil {
 		return
 	}
@@ -155,13 +171,21 @@ func finishDetection(run model.DetectionRun, status, reason string) {
 }
 
 func settleDetectionAndSchedule(run model.DetectionRun) {
-	if model.SettleDetection(run.ID) != nil || run.UserID != 0 || (run.Kind != "benchmark" && run.Kind != "candy") {
+	if model.SettleDetection(run.ID) != nil {
+		return
+	}
+	if run.Kind == "vision" || run.Kind == "ciallo" || run.Kind == "fingerprint" {
+		service.InvalidateGroupQualityCache()
+		publishGroupStatusChange()
+	}
+	if run.UserID != 0 || strings.HasPrefix(run.RequestKey, "chain:") || (run.Kind != "vision" && run.Kind != "ciallo") {
 		return
 	}
 	// Reconciliation also repairs the clock if a process exits after settlement.
-	if err := model.DB.Select("id", "channel_id", "finished_at", "status", "quality").First(&run, "id = ?", run.ID).Error; err != nil {
+	if err := model.DB.Select("id", "channel_id", "finished_at", "status", "quality", "kind", "error", "result").First(&run, "id = ?", run.ID).Error; err != nil {
 		return
 	}
+	run = service.NormalizeVisionRun(run)
 	outcome := "unknown"
 	if run.Status == "succeeded" {
 		outcome = run.Quality
@@ -179,11 +203,9 @@ func processPaidFingerprint(ctx context.Context, run model.DetectionRun) {
 	if run.Kind == "benchmark" {
 		output, calls = benchmark.OutputTokens, benchmark.ProbeCount
 	}
-	if run.Kind == "candy" {
-		output, calls = service.CandyOutputTokens, 1
-	}
+
 	var price service.DetectionPrice
-	if common.UnmarshalJsonStr(run.Price, &price) != nil || gjson.GetBytes(price.Request.Body, "max_output_tokens").Int() != int64(output) {
+	if run.UserID > 0 && (common.UnmarshalJsonStr(run.Price, &price) != nil || gjson.GetBytes(price.Request.Body, "max_output_tokens").Int() != int64(output)) {
 		finishDetection(run, "failed", "benchmark_changed")
 		return
 	}
@@ -211,6 +233,7 @@ func processPaidFingerprint(ctx context.Context, run model.DetectionRun) {
 		probeCtx, cancel := context.WithDeadline(ctx, time.Unix(run.Deadline-10, 0))
 		detectionCalls.Store(call.ID, cancel)
 		answer, count, probeErr := runModelDetectionProbe(probeCtx, channel, index, run.Kind)
+		call.FirstTokenMS = answer.FirstTokenMS
 		interrupted := probeCtx.Err() != nil
 		cancel()
 		available := probeErr == nil || answer.HasUsage
@@ -224,16 +247,18 @@ func processPaidFingerprint(ctx context.Context, run model.DetectionRun) {
 		if answer.HasUsage {
 			usage, _ := common.Marshal(answer)
 			call.Usage = string(usage)
-			quota, quotaErr := service.DetectionUsageQuota(run.Price, answer.InputTokens, answer.OutputTokens, answer.CachedTokens, answer.CacheWriteTokens)
-			if quotaErr != nil || quota > run.Reserved/calls {
-				call.Error = "settlement_unavailable"
-			} else {
-				call.Quota = quota
+			if run.UserID > 0 {
+				quota, quotaErr := service.DetectionUsageQuota(run.Price, answer.InputTokens, answer.OutputTokens, answer.CachedTokens, answer.CacheWriteTokens)
+				if quotaErr != nil || quota > run.Reserved/calls {
+					call.Error = "settlement_unavailable"
+				} else {
+					call.Quota = quota
+				}
 			}
-		} else {
+		} else if run.UserID > 0 {
 			call.Error = "usage_unavailable"
 		}
-		if probeErr == nil && ((run.Kind == "candy" && answer.Text != "") || (run.Kind == "benchmark" && benchmark.ValidSample(answer.Text)) || (run.Kind == "fingerprint" && fingerprint.ValidArray(answer.Text, count))) {
+		if probeErr == nil && ((run.Kind == "benchmark" && benchmark.ValidSample(answer.Text)) || (run.Kind == "fingerprint" && fingerprint.ValidArray(answer.Text, count))) {
 			sample := fingerprint.Sample{Text: answer.Text, Count: count}
 			samples = append(samples, sample)
 			encoded, _ := common.Marshal(sample)
@@ -248,6 +273,10 @@ func processPaidFingerprint(ctx context.Context, run model.DetectionRun) {
 			return
 		}
 	}
+	if strings.HasPrefix(run.RequestKey, "chain:") && len(samples) != calls {
+		finishDetection(run, "failed", "fingerprint_response_invalid")
+		return
+	}
 	var result fingerprint.Result
 	if run.Kind == "benchmark" {
 		secondary := make([]benchmark.Sample, len(samples))
@@ -257,12 +286,6 @@ func processPaidFingerprint(ctx context.Context, run model.DetectionRun) {
 		scored, scoreErr := benchmark.Score(secondary)
 		err = scoreErr
 		result = fingerprint.Result{Status: scored.Status, Engine: scored.Engine, ValidSamples: scored.ValidSamples, Closest: scored.Closest, Weight: scored.Weight, Gap: scored.Gap, Matches: scored.Matches}
-	} else if run.Kind == "candy" {
-		if len(samples) != 1 {
-			finishDetection(run, "failed", "answer_unavailable")
-			return
-		}
-		result = fingerprint.Result{Status: service.CandyQuality(samples[0].Text), Engine: "candy-v1", ValidSamples: 1, Closest: samples[0].Text}
 	} else {
 		result, err = fingerprint.Score(samples)
 	}
diff --git a/controller/email_binding.go b/controller/email_binding.go
index 61869c7..ff8c980 100644
--- a/controller/email_binding.go
+++ b/controller/email_binding.go
@@ -4,6 +4,7 @@ import (
 	"net/http"
 
 	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/i18n"
 	"github.com/QuantumNous/new-api/middleware"
 	"github.com/QuantumNous/new-api/model"
 	"github.com/QuantumNous/new-api/service"
@@ -18,7 +19,7 @@ type emailBindRequest struct {
 }
 
 func EmailBindStart(c *gin.Context) {
-	identity, ok := middleware.GetSessionAuthIdentity(c)
+	identity, ok := middleware.GetStepUpIdentity(c)
 	if !ok {
 		writeSecurityOperationError(c, service.ErrAuthTokenInvalid)
 		return
@@ -46,7 +47,7 @@ func EmailBindStart(c *gin.Context) {
 	if authorization == nil {
 		return
 	}
-	data, err := service.StartEmailBinding(identity, authorization, email)
+	data, err := service.StartEmailBinding(identity, authorization, email, service.AccountMailLanguage(c, identity.UserID))
 	if err != nil {
 		writeSecurityOperationError(c, err)
 		return
@@ -56,7 +57,7 @@ func EmailBindStart(c *gin.Context) {
 }
 
 func EmailBindResend(c *gin.Context) {
-	identity, ok := middleware.GetSessionAuthIdentity(c)
+	identity, ok := middleware.GetStepUpIdentity(c)
 	if !ok {
 		writeSecurityOperationError(c, service.ErrAuthTokenInvalid)
 		return
@@ -70,7 +71,7 @@ func EmailBindResend(c *gin.Context) {
 		writeSecurityOperationError(c, model.ErrAuthFlowInvalid)
 		return
 	}
-	data, err := service.ResendAccountEmailBinding(identity, request.FlowToken)
+	data, err := service.ResendAccountEmailBinding(identity, request.FlowToken, service.AccountMailLanguage(c, identity.UserID))
 	if err != nil {
 		writeSecurityOperationError(c, err)
 		return
@@ -80,7 +81,7 @@ func EmailBindResend(c *gin.Context) {
 }
 
 func EmailBind(c *gin.Context) {
-	identity, ok := middleware.GetSessionAuthIdentity(c)
+	identity, ok := middleware.GetStepUpIdentity(c)
 	if !ok {
 		writeSecurityOperationError(c, service.ErrAuthTokenInvalid)
 		return
@@ -100,8 +101,9 @@ func EmailBind(c *gin.Context) {
 		return
 	}
 	succeeded = true
-	notificationFailed = service.NotifyAccountSecurityChange(state.CurrentEmail, "Email address changed") != nil
-	if err := service.NotifyAccountSecurityChange(state.Email, "Email address confirmed"); err != nil {
+	lang := service.AccountMailLanguage(c, identity.UserID)
+	notificationFailed = service.NotifyAccountSecurityChange(lang, state.CurrentEmail, i18n.MsgSecurityEventEmailChanged) != nil
+	if err := service.NotifyAccountSecurityChange(lang, state.Email, i18n.MsgSecurityEventEmailConfirmed); err != nil {
 		notificationFailed = true
 	}
 	if err := model.PublishUserAuthCache(identity.UserID); err != nil {
diff --git a/controller/group.go b/controller/group.go
index 81cde8a..285021a 100644
--- a/controller/group.go
+++ b/controller/group.go
@@ -48,6 +48,11 @@ func GetUserGroups(c *gin.Context) {
 		common.ApiError(c, err)
 		return
 	}
+	visionUnavailable, err := service.VisionUnavailableGroups(c.Request.Context())
+	if err != nil {
+		common.ApiError(c, err)
+		return
+	}
 	userUsableGroups := service.GetUserUsableGroups(userGroup)
 	for groupName, _ := range ratio_setting.GetGroupRatioCopy() {
 		if _, ok := enabledGroups[groupName]; !ok {
@@ -61,6 +66,7 @@ func GetUserGroups(c *gin.Context) {
 				"has_personal_ratio": model.HasPersonalGroupRatio(c, groupName),
 				"tags":               metadata[groupName].Tags,
 				"recent_degraded":    recent[groupName] && !metadata[groupName].HideRecentDegraded,
+				"vision_unavailable": visionUnavailable[groupName],
 				"desc":               desc,
 			}
 		}
@@ -68,7 +74,7 @@ func GetUserGroups(c *gin.Context) {
 	if len(usableGroups) > 0 {
 		if _, ok := userUsableGroups["auto"]; ok {
 			usableGroups["auto"] = map[string]any{
-				"ratio": "自动",
+				"ratio": "auto",
 				"desc":  setting.GetUsableGroupDescription("auto"),
 			}
 		}
diff --git a/controller/group_status_events.go b/controller/group_status_events.go
new file mode 100644
index 0000000..8b03785
--- /dev/null
+++ b/controller/group_status_events.go
@@ -0,0 +1,117 @@
+package controller
+
+import (
+	"context"
+	"errors"
+	"fmt"
+	"net/http"
+	"sync"
+	"time"
+
+	"github.com/QuantumNous/new-api/common"
+	"github.com/gin-gonic/gin"
+)
+
+// Coalescing is safe because each snapshot includes the persisted detection
+// history. Subscribers register before reading their initial snapshot.
+var groupStatusEvents = struct {
+	sync.Mutex
+	clients map[chan struct{}]struct{}
+}{clients: make(map[chan struct{}]struct{})}
+
+func subscribeGroupStatus() (chan struct{}, func(), error) {
+	groupStatusEvents.Lock()
+	defer groupStatusEvents.Unlock()
+	if len(groupStatusEvents.clients) >= 32 {
+		return nil, nil, errors.New("too many status subscribers")
+	}
+	ch := make(chan struct{}, 1)
+	groupStatusEvents.clients[ch] = struct{}{}
+	return ch, func() {
+		groupStatusEvents.Lock()
+		delete(groupStatusEvents.clients, ch)
+		groupStatusEvents.Unlock()
+	}, nil
+}
+
+func publishGroupStatusChange() {
+	groupStatusEvents.Lock()
+	defer groupStatusEvents.Unlock()
+	for ch := range groupStatusEvents.clients {
+		select {
+		case ch <- struct{}{}:
+		default:
+		}
+	}
+}
+
+func StreamGroupStatus(c *gin.Context) {
+	streamGroupStatus(c, func(ctx context.Context) (any, error) {
+		results, err := currentGroupMonitors(ctx, true)
+		if err != nil {
+			return nil, err
+		}
+		for i := range results {
+			for j := range results[i].Monitors {
+				monitor := &results[i].Monitors[j]
+				monitor.Name, monitor.Alias, monitor.Hidden = monitor.Group, "", false
+			}
+		}
+		return gin.H{"success": true, "data": results}, nil
+	})
+}
+
+func streamGroupStatus(c *gin.Context, snapshot func(context.Context) (any, error)) {
+	changed, unsubscribe, err := subscribeGroupStatus()
+	if err != nil {
+		c.JSON(http.StatusTooManyRequests, gin.H{"success": false})
+		return
+	}
+	defer unsubscribe()
+	read := func() ([]byte, error) {
+		ctx, cancel := context.WithTimeout(c.Request.Context(), requestTimeout)
+		defer cancel()
+		payload, err := snapshot(ctx)
+		if err != nil {
+			return nil, err
+		}
+		return common.Marshal(payload)
+	}
+	data, err := read()
+	if err != nil {
+		c.JSON(http.StatusServiceUnavailable, gin.H{"success": false})
+		return
+	}
+	c.Header("Content-Type", "text/event-stream")
+	c.Header("Cache-Control", "no-cache, no-transform")
+	c.Header("X-Accel-Buffering", "no")
+	write := func(frame string) error {
+		_ = http.NewResponseController(c.Writer).SetWriteDeadline(time.Now().Add(10 * time.Second))
+		if _, err := fmt.Fprint(c.Writer, frame); err != nil {
+			return err
+		}
+		c.Writer.Flush()
+		return nil
+	}
+	if write("retry: 5000\nevent: status\ndata: "+string(data)+"\n\n") != nil {
+		return
+	}
+	heartbeat := time.NewTicker(20 * time.Second)
+	defer heartbeat.Stop()
+	for {
+		select {
+		case <-c.Request.Context().Done():
+			return
+		case <-heartbeat.C:
+			// Keep proxies alive without querying the database or polling status.
+			if write(": keepalive\n\n") != nil {
+				return
+			}
+		case <-changed:
+			data, err := read()
+			if err != nil || write("event: status\ndata: "+string(data)+"\n\n") != nil {
+				return // Reconnect replays persisted history after transient failures.
+			}
+		}
+	}
+}
diff --git a/controller/group_status_events_test.go b/controller/group_status_events_test.go
new file mode 100644
index 0000000..53501fc
--- /dev/null
+++ b/controller/group_status_events_test.go
@@ -0,0 +1,74 @@
+package controller
+
+import (
+	"bufio"
+	"context"
+	"errors"
+	"net/http"
+	"net/http/httptest"
+	"sync/atomic"
+	"testing"
+	"time"
+
+	"github.com/gin-gonic/gin"
+	"github.com/stretchr/testify/require"
+)
+
+func TestGroupStatusStreamPushAndReconnect(t *testing.T) {
+	var reads atomic.Int32
+	router := gin.New()
+	router.GET("/events", func(c *gin.Context) {
+		streamGroupStatus(c, func(context.Context) (any, error) {
+			return gin.H{"success": true, "revision": reads.Add(1)}, nil
+		})
+	})
+	server := httptest.NewServer(router)
+	defer server.Close()
+	client := &http.Client{Timeout: 3 * time.Second}
+	response, err := client.Get(server.URL + "/events")
+	require.NoError(t, err)
+	defer response.Body.Close()
+	require.Equal(t, "text/event-stream", response.Header.Get("Content-Type"))
+	require.Equal(t, "no", response.Header.Get("X-Accel-Buffering"))
+	reader := bufio.NewReader(response.Body)
+	frame := func() string {
+		var value string
+		for {
+			line, err := reader.ReadString('\n')
+			require.NoError(t, err)
+			value += line
+			if line == "\n" {
+				return value
+			}
+		}
+	}
+	require.Contains(t, frame(), `"revision":1`)
+	require.EqualValues(t, 1, reads.Load())
+	publishGroupStatusChange()
+	require.Contains(t, frame(), `"revision":2`)
+	response.Body.Close()
+	response, err = client.Get(server.URL + "/events")
+	require.NoError(t, err)
+	defer response.Body.Close()
+	reader = bufio.NewReader(response.Body)
+	require.Contains(t, frame(), `"revision":3`)
+}
+
+func TestGroupStatusStreamReadFailure(t *testing.T) {
+	c, _ := gin.CreateTestContext(httptest.NewRecorder())
+	c.Request = httptest.NewRequest("GET", "/events", nil)
+	streamGroupStatus(c, func(context.Context) (any, error) { return nil, errors.New("unavailable") })
+	require.Equal(t, http.StatusServiceUnavailable, c.Writer.Status())
+}
+
+func TestGroupStatusEventsCoalesceAndRelease(t *testing.T) {
+	ch, unsubscribe, err := subscribeGroupStatus()
+	require.NoError(t, err)
+	publishGroupStatusChange()
+	publishGroupStatusChange()
+	require.Len(t, ch, 1)
+	unsubscribe()
+	<-ch
+	publishGroupStatusChange()
+	require.Empty(t, ch)
+}
diff --git a/controller/log.go b/controller/log.go
index 2ffad1d..460d0fc 100644
--- a/controller/log.go
+++ b/controller/log.go
@@ -5,11 +5,28 @@ import (
 	"strconv"
 
 	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/i18n"
 	"github.com/QuantumNous/new-api/model"
+	"github.com/QuantumNous/new-api/setting/operation_setting"
 
 	"github.com/gin-gonic/gin"
 )
 
+func limitLogTimeRange(startTimestamp int64, endTimestamp int64) (int64, error) {
+	maxRange := operation_setting.GetLogSetting().MaxRangeSeconds()
+	end := common.GetTimestamp()
+	if endTimestamp != 0 {
+		end = min(end, endTimestamp)
+	}
+	if startTimestamp == 0 {
+		return end - maxRange, nil
+	}
+	if end-startTimestamp > maxRange {
+		return 0, common.NewMessage("The time range cannot exceed {{days}} days", map[string]any{"days": maxRange / (24 * 60 * 60)})
+	}
+	return startTimestamp, nil
+}
+
 func GetAllLogs(c *gin.Context) {
 	pageInfo := common.GetPageQuery(c)
 	logType, _ := strconv.Atoi(c.Query("type"))
@@ -62,27 +79,18 @@ func GetUserLogs(c *gin.Context) {
 
 // Deprecated: SearchAllLogs 已废弃，前端未使用该接口。
 func SearchAllLogs(c *gin.Context) {
-	c.JSON(http.StatusOK, gin.H{
-		"success": false,
-		"message": "该接口已废弃",
-	})
+	common.ApiErrorT(c, "This API is deprecated")
 }
 
 // Deprecated: SearchUserLogs 已废弃，前端未使用该接口。
 func SearchUserLogs(c *gin.Context) {
-	c.JSON(http.StatusOK, gin.H{
-		"success": false,
-		"message": "该接口已废弃",
-	})
+	common.ApiErrorT(c, "This API is deprecated")
 }
 
 func GetLogByKey(c *gin.Context) {
 	tokenId := c.GetInt("token_id")
 	if tokenId == 0 {
-		c.JSON(200, gin.H{
-			"success": false,
-			"message": "无效的令牌",
-		})
+		common.ApiErrorI18n(c, i18n.MsgTokenInvalid)
 		return
 	}
 	logs, err := model.GetLogByTokenId(tokenId)
diff --git a/controller/log_export_test.go b/controller/log_export_test.go
new file mode 100644
index 0000000..52ed80a
--- /dev/null
+++ b/controller/log_export_test.go
@@ -0,0 +1,246 @@
+package controller
+
+import (
+	"context"
+	"fmt"
+	"net/http"
+	"net/http/httptest"
+	"os"
+	"strings"
+	"testing"
+	"time"
+
+	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/model"
+	"github.com/QuantumNous/new-api/service"
+	"github.com/QuantumNous/new-api/setting/operation_setting"
+
+	"github.com/alicebob/miniredis/v2"
+	"github.com/gin-gonic/gin"
+	"github.com/go-redis/redis/v8"
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/require"
+	"gorm.io/gorm"
+)
+
+// callLogHandler runs a log handler as the given user and returns the JSON
+// lines of the response.
+func callLogHandler(t *testing.T, handler gin.HandlerFunc, userId int, role int, query string) []map[string]any {
+	t.Helper()
+	recorder := httptest.NewRecorder()
+	ctx, _ := gin.CreateTestContext(recorder)
+	ctx.Request = httptest.NewRequest(http.MethodGet, "/api/log?"+query, nil)
+	ctx.Set("id", userId)
+	ctx.Set("role", role)
+	handler(ctx)
+	var lines []map[string]any
+	for line := range strings.SplitSeq(strings.TrimSpace(recorder.Body.String()), "\n") {
+		var value map[string]any
+		require.NoError(t, common.UnmarshalJsonStr(line, &value))
+		lines = append(lines, value)
+	}
+	return lines
+}
+
+func exportedRequestIds(lines []map[string]any) []any {
+	ids := make([]any, 0, len(lines))
+	for _, line := range lines[:len(lines)-1] {
+		ids = append(ids, line["request_id"])
+	}
+	return ids
+}
+
+// seedExportLogs stores logs of two users: three in the last hour and one
+// from 400 days ago.
+func seedExportLogs(t *testing.T, mainDB *gorm.DB, logDB *gorm.DB, now int64) {
+	t.Helper()
+	require.NoError(t, mainDB.Create(&model.Channel{Id: 9, Name: "primary"}).Error)
+	logs := []model.Log{
+		{UserId: 1, Username: "alice", CreatedAt: now - 3600, Type: model.LogTypeConsume, ModelName: "gpt-a", ChannelId: 9, Quota: 10, RequestId: "a-1", Other: `{"admin_info":{"use_channel":["9"]}}`},
+		{UserId: 2, Username: "bob", CreatedAt: now - 1800, Type: model.LogTypeConsume, ModelName: "gpt-b", ChannelId: 9, Quota: 20, RequestId: "b-1"},
+		{UserId: 1, Username: "alice", CreatedAt: now - 60, Type: model.LogTypeError, ModelName: "gpt-a", RequestId: "a-2"},
+		{UserId: 1, Username: "alice", CreatedAt: now - 400*24*3600, Type: model.LogTypeConsume, ModelName: "gpt-a", RequestId: "a-old"},
+	}
+	for i := range logs {
+		require.NoError(t, logDB.Create(&logs[i]).Error)
+	}
+}
+
+func useLogExportDatabases(t *testing.T, mainDB *gorm.DB, logDB *gorm.DB, mainType common.DatabaseType, logType common.DatabaseType) {
+	t.Helper()
+	previousDB, previousLogDB := model.DB, model.LOG_DB
+	previousMain, previousLog := common.MainDatabaseType(), common.LogDatabaseType()
+	previousRedis, previousMemory := common.RedisEnabled, common.MemoryCacheEnabled
+	model.DB, model.LOG_DB = mainDB, logDB
+	common.SetDatabaseTypes(mainType, logType)
+	common.RedisEnabled, common.MemoryCacheEnabled = false, false
+	t.Cleanup(func() {
+		model.DB, model.LOG_DB = previousDB, previousLogDB
+		common.SetDatabaseTypes(previousMain, previousLog)
+		common.RedisEnabled, common.MemoryCacheEnabled = previousRedis, previousMemory
+	})
+}
+
+func TestLogExportDatabaseMatrix(t *testing.T) {
+	gin.SetMode(gin.TestMode)
+	previousMaster := common.IsMasterNode
+	common.IsMasterNode = true
+	t.Cleanup(func() { common.IsMasterNode = previousMaster })
+	for _, tc := range []struct {
+		kind, env string
+		typ       common.DatabaseType
+	}{
+		{"sqlite", "", common.DatabaseTypeSQLite},
+		{"mysql", "AUDIT_MYSQL_DSN", common.DatabaseTypeMySQL},
+		{"postgres", "AUDIT_POSTGRES_DSN", common.DatabaseTypePostgreSQL},
+		{"clickhouse", "AUDIT_CLICKHOUSE_DSN", common.DatabaseTypeClickHouse},
+	} {
+		t.Run(tc.kind, func(t *testing.T) {
+			dsn := os.Getenv(tc.env)
+			if tc.env != "" && dsn == "" {
+				t.Skip(tc.env + " is not configured")
+			}
+			db, isolatedDSN := newAuditTestDatabase(t, tc.kind, dsn)
+			mainDB, mainType := db, tc.typ
+			if tc.kind == "clickhouse" {
+				mainDB, _ = newAuditTestDatabase(t, "sqlite", "")
+				mainType = common.DatabaseTypeSQLite
+			}
+			useLogExportDatabases(t, mainDB, db, mainType, tc.typ)
+			require.NoError(t, mainDB.AutoMigrate(&model.Channel{}))
+			if tc.kind == "clickhouse" {
+				t.Setenv("LOG_SQL_DSN", isolatedDSN)
+				require.NoError(t, model.InitLogDB())
+			} else {
+				require.NoError(t, db.AutoMigrate(&model.Log{}))
+			}
+			versionSQL := "SELECT version()"
+			if tc.kind == "sqlite" {
+				versionSQL = "SELECT sqlite_version()"
+			}
+			var version string
+			require.NoError(t, model.LOG_DB.Raw(versionSQL).Scan(&version).Error)
+			t.Logf("log database: %s %s", tc.kind, version)
+			now := time.Now().Unix()
+			seedExportLogs(t, mainDB, model.LOG_DB, now)
+			query := fmt.Sprintf("start_timestamp=%d&end_timestamp=%d", now-2*24*3600, now+3600)
+
+			listed := callLogHandler(t, GetUserLogs, 1, common.RoleCommonUser, query)[0]
+			require.Equal(t, true, listed["success"])
+			assert.EqualValues(t, 2, listed["data"].(map[string]any)["total"])
+			listed = callLogHandler(t, GetAllLogs, 3, common.RoleAdminUser, query+"&username=alice")[0]
+			require.Equal(t, true, listed["success"])
+			assert.EqualValues(t, 2, listed["data"].(map[string]any)["total"])
+
+			own := callLogHandler(t, ExportUserLogs, 1, common.RoleCommonUser, query)
+			require.Len(t, own, 3)
+			assert.Equal(t, []any{"a-2", "a-1"}, exportedRequestIds(own))
+			assert.Equal(t, map[string]any{"success": true, "message": "", "data": map[string]any{"count": float64(2)}}, own[2])
+			assert.Equal(t, float64(1), own[0]["id"], "user exports carry list positions, not row ids")
+			assert.Empty(t, own[1]["channel_name"])
+			assert.NotContains(t, own[1]["other"], "admin_info")
+
+			all := callLogHandler(t, ExportAllLogs, 3, common.RoleAdminUser, query+"&model_name=gpt-%25")
+			require.Len(t, all, 4)
+			assert.Equal(t, []any{"a-2", "b-1", "a-1"}, exportedRequestIds(all))
+			assert.Equal(t, "primary", all[2]["channel_name"])
+			assert.Contains(t, all[2]["other"], "admin_info")
+			assert.Equal(t, true, all[3]["success"])
+		})
+	}
+}
+
+func TestLogExportRules(t *testing.T) {
+	gin.SetMode(gin.TestMode)
+	db, _ := newAuditTestDatabase(t, "sqlite", "")
+	useLogExportDatabases(t, db, db, common.DatabaseTypeSQLite, common.DatabaseTypeSQLite)
+	require.NoError(t, db.AutoMigrate(&model.Channel{}, &model.Log{}, &model.QuotaData{}))
+	now := time.Now().Unix()
+	seedExportLogs(t, db, db, now)
+	logSetting := operation_setting.GetLogSetting()
+	previousSetting := *logSetting
+	t.Cleanup(func() { *logSetting = previousSetting })
+	recent := fmt.Sprintf("start_timestamp=%d&end_timestamp=%d", now-2*24*3600, now)
+	tooLong := fmt.Sprintf("start_timestamp=%d&end_timestamp=%d", now-366*24*3600, now)
+
+	t.Run("time range", func(t *testing.T) {
+		rejected := callLogHandler(t, ExportAllLogs, 3, common.RoleAdminUser, tooLong)
+		require.Len(t, rejected, 1)
+		assert.Equal(t, false, rejected[0]["success"])
+		assert.Equal(t, "The time range cannot exceed {{days}} days", rejected[0]["message_key"])
+		assert.Equal(t, map[string]any{"days": float64(365)}, rejected[0]["message_params"])
+
+		assert.Equal(t, false, callLogHandler(t, GetUserLogs, 1, common.RoleCommonUser, tooLong)[0]["success"])
+		assert.Equal(t, false, callLogHandler(t, GetLogsSelfStat, 1, common.RoleCommonUser, tooLong)[0]["success"])
+		assert.Equal(t, true, callLogHandler(t, GetUserLogs, 3, common.RoleAdminUser, tooLong)[0]["success"], "administrators search their own logs without a limit")
+
+		// The dashboard follows the same range instead of its old one-month limit.
+		fortyDays := fmt.Sprintf("start_timestamp=%d&end_timestamp=%d", now-40*24*3600, now)
+		for _, handler := range []gin.HandlerFunc{GetUserQuotaDates, GetUserFlowQuotaDates} {
+			assert.Equal(t, "The time range cannot exceed {{days}} days", callLogHandler(t, handler, 1, common.RoleCommonUser, tooLong)[0]["message_key"])
+			assert.Equal(t, true, callLogHandler(t, handler, 1, common.RoleCommonUser, fortyDays)[0]["success"])
+		}
+
+		// Without a start, a user's search reaches back the whole range.
+		listed := callLogHandler(t, GetUserLogs, 1, common.RoleCommonUser, "")[0]
+		assert.Equal(t, true, listed["success"])
+		assert.EqualValues(t, 2, listed["data"].(map[string]any)["total"])
+
+		logSetting.MaxRangeDays = 400
+		assert.Equal(t, true, callLogHandler(t, GetUserLogs, 1, common.RoleCommonUser, tooLong)[0]["success"])
+		logSetting.MaxRangeDays = previousSetting.MaxRangeDays
+	})
+
+	t.Run("user export switch", func(t *testing.T) {
+		logSetting.UserExportEnabled = false
+		t.Cleanup(func() { logSetting.UserExportEnabled = previousSetting.UserExportEnabled })
+		disabled := callLogHandler(t, ExportUserLogs, 1, common.RoleCommonUser, recent)
+		require.Len(t, disabled, 1)
+		assert.Equal(t, "Log export is disabled", disabled[0]["message_key"])
+		assert.Equal(t, true, callLogHandler(t, ExportUserLogs, 3, common.RoleAdminUser, recent)[0]["success"], "administrators export their own logs even when users cannot")
+	})
+
+	t.Run("one export per user", func(t *testing.T) {
+		release, ok, err := service.AcquireLogExportLock(1)
+		require.NoError(t, err)
+		require.True(t, ok)
+		busy := callLogHandler(t, ExportUserLogs, 1, common.RoleCommonUser, recent)
+		require.Len(t, busy, 1)
+		assert.Equal(t, "Another log export is running. Try again after it finishes.", busy[0]["message_key"])
+		other := callLogHandler(t, ExportUserLogs, 2, common.RoleCommonUser, recent)
+		assert.Equal(t, true, other[len(other)-1]["success"], "other users are not blocked")
+		release()
+		assert.Len(t, callLogHandler(t, ExportUserLogs, 1, common.RoleCommonUser, recent), 3)
+	})
+}
+
+func TestAcquireLogExportLock(t *testing.T) {
+	for _, useRedis := range []bool{false, true} {
+		t.Run(fmt.Sprintf("redis=%v", useRedis), func(t *testing.T) {
+			previousRedis, previousClient := common.RedisEnabled, common.RDB
+			common.RedisEnabled = useRedis
+			if useRedis {
+				server := miniredis.RunT(t)
+				common.RDB = redis.NewClient(&redis.Options{Addr: server.Addr()})
+				require.NoError(t, common.RDB.Ping(context.Background()).Err())
+			}
+			t.Cleanup(func() { common.RedisEnabled, common.RDB = previousRedis, previousClient })
+
+			release, ok, err := service.AcquireLogExportLock(1)
+			require.NoError(t, err)
+			require.True(t, ok)
+			_, ok, err = service.AcquireLogExportLock(1)
+			require.NoError(t, err)
+			assert.False(t, ok, "a second export of the same user must wait")
+			releaseOther, ok, err := service.AcquireLogExportLock(2)
+			require.NoError(t, err)
+			assert.True(t, ok)
+			releaseOther()
+			release()
+			releaseAgain, ok, err := service.AcquireLogExportLock(1)
+			require.NoError(t, err)
+			assert.True(t, ok, "a finished export frees the user")
+			releaseAgain()
+		})
+	}
+}
diff --git a/controller/login_verification.go b/controller/login_verification.go
index e61c252..8f08d82 100644
--- a/controller/login_verification.go
+++ b/controller/login_verification.go
@@ -5,6 +5,7 @@ import (
 	"time"
 
 	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/i18n"
 	"github.com/QuantumNous/new-api/model"
 	"github.com/QuantumNous/new-api/service"
 	passkeysvc "github.com/QuantumNous/new-api/service/passkey"
@@ -20,7 +21,7 @@ func VerifyLogin(c *gin.Context) {
 		Code      string `json:"code"`
 	}
 	if common.DecodeJson(c.Request.Body, &request) != nil || request.FlowToken == "" || request.Code == "" {
-		common.ApiErrorMsg(c, "参数错误")
+		common.ApiErrorT(c, "Invalid parameters")
 		return
 	}
 	if request.Method == "" {
@@ -44,7 +45,7 @@ func LoginPasskeyBegin(c *gin.Context) {
 		RPID      string `json:"rp_id"`
 	}
 	if common.DecodeJson(c.Request.Body, &request) != nil || request.FlowToken == "" {
-		common.ApiErrorMsg(c, "参数错误")
+		common.ApiErrorT(c, "Invalid parameters")
 		return
 	}
 	verification, err := service.RequireLoginVerification(request.FlowToken, service.VerificationMethodPasskey)
@@ -90,7 +91,7 @@ func LoginPasskeyFinish(c *gin.Context) {
 		Credential       json.RawMessage `json:"credential"`
 	}
 	if common.DecodeJson(c.Request.Body, &request) != nil || request.FlowToken == "" || request.PasskeyFlowToken == "" || len(request.Credential) == 0 {
-		common.ApiErrorMsg(c, "参数错误")
+		common.ApiErrorT(c, "Invalid parameters")
 		return
 	}
 	verification, err := service.RequireLoginVerification(request.FlowToken, service.VerificationMethodPasskey)
@@ -159,7 +160,7 @@ func completeVerifiedLoginResponse(c *gin.Context, bundle *service.AuthBundle, m
 	c.Set("login_verification_method", method)
 	if migration != nil {
 		// The legacy GitHub binding was rewritten together with this session.
-		notificationFailed := service.NotifyAccountSecurityChange(user.Email, "Login account linked: GitHub") != nil
+		notificationFailed := service.NotifyAccountSecurityChange(service.AccountMailLanguage(c, user.Id), user.Email, i18n.MsgSecurityEventLoginLinked, map[string]any{"Provider": "GitHub"}) != nil
 		recordLegacyGitHubBindingAudit(c, user, true, map[string]any{
 			"legacy_id": migration.LegacyID, "provider_user_id": migration.GitHubID,
 			"verification_method": method, "notification_failed": notificationFailed,
diff --git a/controller/manxue_artwork_url.go b/controller/manxue_artwork_url.go
deleted file mode 100644
index b31558e..0000000
--- a/controller/manxue_artwork_url.go
+++ /dev/null
@@ -1,27 +0,0 @@
-package controller
-
-import (
-	"github.com/tidwall/gjson"
-	"net/url"
-)
-
-func manxueArtworkURL(result gjson.Result) string {
-	for _, key := range []string{"share_url", "public_url", "result_url", "result.share_url", "result.public_url"} {
-		raw := result.Get(key).String()
-		u, err := url.Parse(raw)
-		if err == nil && u.Scheme == "https" && u.Host == "manxue.ai" && u.User == nil && u.Query().Get("result") != "" {
-			return u.String()
-		}
-	}
-	id := result.Get("public_id").String()
-	if id == "" {
-		id = result.Get("result.public_id").String()
-	}
-	if id == "" && result.Get("public").Bool() {
-		id = result.Get("result.id").String()
-	}
-	if id == "" {
-		return ""
-	}
-	return "https://manxue.ai/?" + url.Values{"result": {id}}.Encode()
-}
diff --git a/controller/midjourney.go b/controller/midjourney.go
index 0494386..de465bc 100644
--- a/controller/midjourney.go
+++ b/controller/midjourney.go
@@ -43,7 +43,7 @@ func runMidjourneyTaskUpdateOnce(ctx context.Context, report func(processed, tot
 	}
 	summary.UnfinishedTasks = len(tasks)
 
-	logger.LogInfo(ctx, fmt.Sprintf("检测到未完成的任务数有: %v", len(tasks)))
+	logger.LogInfo(ctx, common.LogText("unfinished tasks found: %v", len(tasks)))
 	taskChannelM := make(map[int][]string)
 	taskM := make(map[string]*model.Midjourney)
 	nullTaskIds := make([]int, 0)
@@ -63,9 +63,9 @@ func runMidjourneyTaskUpdateOnce(ctx context.Context, report func(processed, tot
 			"progress": "100%",
 		})
 		if err != nil {
-			logger.LogError(ctx, fmt.Sprintf("Fix null mj_id task error: %v", err))
+			logger.LogError(ctx, common.LogText("Fix null mj_id task error: %v", err))
 		} else {
-			logger.LogInfo(ctx, fmt.Sprintf("Fix null mj_id task success: %v", nullTaskIds))
+			logger.LogInfo(ctx, common.LogText("Fix null mj_id task success: %v", nullTaskIds))
 		}
 	}
 	if len(taskChannelM) == 0 {
@@ -83,20 +83,20 @@ func runMidjourneyTaskUpdateOnce(ctx context.Context, report func(processed, tot
 		}
 		processedChannels++
 		summary.ChannelsScanned++
-		logger.LogInfo(ctx, fmt.Sprintf("渠道 #%d 未完成的任务有: %d", channelId, len(taskIds)))
+		logger.LogInfo(ctx, common.LogText("channel #%d has %d unfinished tasks", channelId, len(taskIds)))
 		if len(taskIds) == 0 {
 			continue
 		}
 		midjourneyChannel, err := model.CacheGetChannel(channelId)
 		if err != nil {
-			logger.LogError(ctx, fmt.Sprintf("CacheGetChannel: %v", err))
+			logger.LogError(ctx, common.LogText("CacheGetChannel: %v", err))
 			err := model.MjBulkUpdate(taskIds, map[string]any{
-				"fail_reason": fmt.Sprintf("获取渠道信息失败，请联系管理员，渠道ID：%d", channelId),
+				"fail_reason": "Failed to get the channel information. Please contact the administrator",
 				"status":      "FAILURE",
 				"progress":    "100%",
 			})
 			if err != nil {
-				logger.LogInfo(ctx, fmt.Sprintf("UpdateMidjourneyTask error: %v", err))
+				logger.LogInfo(ctx, common.LogText("UpdateMidjourneyTask error: %v", err))
 			}
 			continue
 		}
@@ -106,7 +106,7 @@ func runMidjourneyTaskUpdateOnce(ctx context.Context, report func(processed, tot
 			"ids": taskIds,
 		})
 		if err != nil {
-			logger.LogError(ctx, fmt.Sprintf("Get Task marshal body error: %v", err))
+			logger.LogError(ctx, common.LogText("Get Task marshal body error: %v", err))
 			continue
 		}
 		timeout := time.Second * 15
@@ -114,26 +114,26 @@ func runMidjourneyTaskUpdateOnce(ctx context.Context, report func(processed, tot
 		req, err := http.NewRequestWithContext(requestCtx, "POST", requestUrl, bytes.NewBuffer(body))
 		if err != nil {
 			cancel()
-			logger.LogError(ctx, fmt.Sprintf("Get Task error: %v", err))
+			logger.LogError(ctx, common.LogText("Get Task error: %v", err))
 			continue
 		}
 		req.Header.Set("Content-Type", "application/json")
 		req.Header.Set("mj-api-secret", midjourneyChannel.Key)
 		resp, err := service.GetHttpClient().Do(req)
 		if err != nil {
-			logger.LogError(ctx, fmt.Sprintf("Get Task Do req error: %v", err))
+			logger.LogError(ctx, common.LogText("Get Task Do req error: %v", err))
 			cancel()
 			continue
 		}
 		if resp.StatusCode != http.StatusOK {
-			logger.LogError(ctx, fmt.Sprintf("Get Task status code: %d", resp.StatusCode))
+			logger.LogError(ctx, common.LogText("Get Task status code: %d", resp.StatusCode))
 			resp.Body.Close()
 			cancel()
 			continue
 		}
 		responseBody, err := io.ReadAll(resp.Body)
 		if err != nil {
-			logger.LogError(ctx, fmt.Sprintf("Get Mjp Task parse body error: %v", err))
+			logger.LogError(ctx, common.LogText("Get Mjp Task parse body error: %v", err))
 			resp.Body.Close()
 			cancel()
 			continue
@@ -141,7 +141,7 @@ func runMidjourneyTaskUpdateOnce(ctx context.Context, report func(processed, tot
 		var responseItems []dto.MidjourneyDto
 		err = common.Unmarshal(responseBody, &responseItems)
 		if err != nil {
-			logger.LogError(ctx, fmt.Sprintf("Get Mjp Task parse body error2: %v, body: %s", err, string(responseBody)))
+			logger.LogError(ctx, common.LogText("Get Mjp Task parse body error2: %v, body: %s", err, string(responseBody)))
 			resp.Body.Close()
 			cancel()
 			continue
@@ -153,14 +153,14 @@ func runMidjourneyTaskUpdateOnce(ctx context.Context, report func(processed, tot
 		for _, responseItem := range responseItems {
 			task := taskM[responseItem.MjId]
 			if task == nil {
-				logger.LogWarn(ctx, fmt.Sprintf("Midjourney task response ignored: unknown mj_id=%s", responseItem.MjId))
+				logger.LogWarn(ctx, common.LogText("Midjourney task response ignored: unknown mj_id=%s", responseItem.MjId))
 				continue
 			}
 
 			useTime := (time.Now().UnixNano() / int64(time.Millisecond)) - task.SubmitTime
 			// 如果时间超过一小时，且进度不是100%，则认为任务失败
 			if useTime > 3600000 && task.Progress != "100%" {
-				responseItem.FailReason = "上游任务超时（超过1小时）"
+				responseItem.FailReason = "Upstream task timed out (over 1 hour)"
 				responseItem.Status = "FAILURE"
 			}
 			if !checkMjTaskNeedUpdate(task, responseItem) {
@@ -192,7 +192,7 @@ func runMidjourneyTaskUpdateOnce(ctx context.Context, report func(processed, tot
 			if responseItem.VideoUrls != nil && len(responseItem.VideoUrls) > 0 {
 				videoUrlsStr, err := common.Marshal(responseItem.VideoUrls)
 				if err != nil {
-					logger.LogError(ctx, fmt.Sprintf("序列化 VideoUrls 失败: %v", err))
+					logger.LogError(ctx, common.LogText("failed to serialize VideoUrls: %v", err))
 					task.VideoUrls = "[]" // 失败时设置为空数组
 				} else {
 					task.VideoUrls = string(videoUrlsStr)
@@ -203,7 +203,7 @@ func runMidjourneyTaskUpdateOnce(ctx context.Context, report func(processed, tot
 
 			shouldReturnQuota := false
 			if (task.Progress != "100%" && responseItem.FailReason != "") || (task.Progress == "100%" && task.Status == "FAILURE") {
-				logger.LogInfo(ctx, task.MjId+" 构建失败，"+task.FailReason)
+				logger.LogInfo(ctx, common.LogText("%s failed: %s", task.MjId, task.FailReason))
 				task.Progress = "100%"
 				if task.Quota != 0 {
 					shouldReturnQuota = true
@@ -211,9 +211,9 @@ func runMidjourneyTaskUpdateOnce(ctx context.Context, report func(processed, tot
 			}
 			won, err := task.UpdateWithStatus(preStatus)
 			if err != nil {
-				logger.LogError(ctx, "UpdateMidjourneyTask task error: "+err.Error())
+				logger.LogError(ctx, common.LogText("UpdateMidjourneyTask task error: %s", err.Error()))
 			} else if won && shouldReturnQuota {
-				service.RefundMidjourneyQuota(ctx, task, "构图失败")
+				service.RefundMidjourneyQuota(ctx, task, "Composition failed")
 			}
 		}
 	}
diff --git a/controller/misc.go b/controller/misc.go
index abebc1e..e75331e 100644
--- a/controller/misc.go
+++ b/controller/misc.go
@@ -25,10 +25,7 @@ import (
 func TestStatus(c *gin.Context) {
 	err := model.PingDB()
 	if err != nil {
-		c.JSON(http.StatusServiceUnavailable, gin.H{
-			"success": false,
-			"message": "数据库连接失败",
-		})
+		writeAccountStatusError(c, http.StatusServiceUnavailable, "Database connection failed")
 		return
 	}
 	// 获取HTTP统计信息
@@ -126,6 +123,10 @@ func GetStatus(c *gin.Context) {
 		"user_agreement_enabled":      legalSetting.UserAgreement != "",
 		"privacy_policy_enabled":      legalSetting.PrivacyPolicy != "",
 		"checkin_enabled":             operation_setting.GetCheckinSetting().Enabled,
+		"log_export_enabled":          operation_setting.GetLogSetting().UserExportEnabled,
+		"log_max_range_days":          operation_setting.GetLogSetting().MaxRangeDays,
+		"quota_remind_enabled":        common.QuotaRemindEnabled,
+		"quota_remind_threshold":      common.QuotaRemindThreshold,
 	}
 
 	// 根据启用状态注入可选内容
@@ -223,15 +224,21 @@ func SendEmailVerification(c *gin.Context) {
 	}
 
 	if model.IsEmailAlreadyTaken(email) {
-		common.ApiErrorI18n(c, i18n.MsgUserEmailAlreadyTaken)
+		common.ApiErrorT(c, "Email address is already in use")
 		return
 	}
 	code := common.GenerateVerificationCode(6)
 	common.RegisterVerificationCodeWithKey(email, code, common.EmailVerificationPurpose)
-	subject := fmt.Sprintf("%s邮箱验证邮件", common.SystemName)
-	content := fmt.Sprintf("<p>您好，你正在进行%s邮箱验证。</p>"+
-		"<p>您的验证码为: <strong>%s</strong></p>"+
-		"<p>验证码 %d 分钟内有效，如果不是本人操作，请忽略。</p>", common.SystemName, code, common.VerificationValidMinutes)
+	// The address may not belong to an account yet, so the mail follows the
+	// request language.
+	systemName := map[string]any{"SystemName": common.SystemName}
+	subject := i18n.T(c, i18n.MsgEmailVerificationSubject, systemName)
+	content := fmt.Sprintf("<p>%s</p>"+
+		"<p>%s</p>"+
+		"<p>%s</p>",
+		i18n.T(c, i18n.MsgEmailVerificationGreeting, systemName),
+		i18n.T(c, i18n.MsgEmailVerificationCode, map[string]any{"Code": code}),
+		i18n.T(c, i18n.MsgEmailVerificationValidity, map[string]any{"Minutes": common.VerificationValidMinutes}))
 	err = common.SendEmail(subject, email, content)
 	if err != nil {
 		common.ApiError(c, err)
@@ -247,24 +254,34 @@ func SendEmailVerification(c *gin.Context) {
 func SendPasswordResetEmail(c *gin.Context) {
 	email := model.NormalizeEmail(c.Query("email"))
 	if err := common.Validate.Var(email, "required,email"); err != nil {
-		common.ApiErrorI18n(c, i18n.MsgInvalidParams)
+		common.ApiErrorT(c, "Invalid parameters")
 		return
 	}
-	if _, err := model.GetUniqueUserByEmail(email); err == nil {
+	if user, err := model.GetUniqueUserByEmail(email); err == nil {
 		code := common.GenerateVerificationCode(0)
 		common.RegisterVerificationCodeWithKey(email, code, common.PasswordResetPurpose)
 		link := fmt.Sprintf("%s/user/reset?email=%s&token=%s", system_setting.ServerAddress, email, code)
-		subject := fmt.Sprintf("%s密码重置", common.SystemName)
-		content := fmt.Sprintf("<p>您好，你正在进行%s密码重置。</p>"+
-			"<p>点击 <a href='%s'>此处</a> 进行密码重置。</p>"+
-			"<p>如果链接无法点击，请尝试点击下面的链接或将其复制到浏览器中打开：<br> %s </p>"+
-			"<p>重置链接 %d 分钟内有效，如果不是本人操作，请忽略。</p>", common.SystemName, link, link, common.VerificationValidMinutes)
+		lang := user.GetSetting().Language
+		if lang == "" {
+			lang = i18n.StatedLang(c)
+		}
+		systemName := map[string]any{"SystemName": common.SystemName}
+		linkParams := map[string]any{"Link": link}
+		subject := i18n.Translate(lang, i18n.MsgEmailPasswordResetSubject, systemName)
+		content := fmt.Sprintf("<p>%s</p>"+
+			"<p>%s</p>"+
+			"<p>%s </p>"+
+			"<p>%s</p>",
+			i18n.Translate(lang, i18n.MsgEmailPasswordResetGreeting, systemName),
+			i18n.Translate(lang, i18n.MsgEmailPasswordResetLink, linkParams),
+			i18n.Translate(lang, i18n.MsgEmailPasswordResetLinkFallback, linkParams),
+			i18n.Translate(lang, i18n.MsgEmailPasswordResetValidity, map[string]any{"Minutes": common.VerificationValidMinutes}))
 		err := common.SendEmail(subject, email, content)
 		if err != nil {
-			logger.LogError(c.Request.Context(), fmt.Sprintf("failed to send password reset email to %s: %s", email, err.Error()))
+			logger.LogError(c.Request.Context(), common.LogText("failed to send password reset email to %s: %s", email, err.Error()))
 		}
 	} else if err != nil && !errors.Is(err, model.ErrEmailNotFound) {
-		logger.LogWarn(c.Request.Context(), fmt.Sprintf("skip password reset email for %s: %s", email, err.Error()))
+		logger.LogWarn(c.Request.Context(), common.LogText("skip password reset email for %s: %s", email, err.Error()))
 	}
 	c.JSON(http.StatusOK, gin.H{
 		"success": true,
@@ -286,18 +303,18 @@ func ResetPassword(c *gin.Context) {
 	}
 	req.Email = model.NormalizeEmail(req.Email)
 	if req.Email == "" || req.Token == "" {
-		common.ApiErrorI18n(c, i18n.MsgInvalidParams)
+		common.ApiErrorT(c, "Invalid parameters")
 		return
 	}
 	if !common.VerifyCodeWithKey(req.Email, req.Token, common.PasswordResetPurpose) {
-		common.ApiErrorI18n(c, i18n.MsgUserPasswordResetLinkInvalid)
+		common.ApiErrorT(c, "Password reset link is invalid or has expired")
 		return
 	}
 	password := common.GenerateVerificationCode(12)
 	err = model.ResetUserPasswordByEmail(req.Email, password)
 	if err != nil {
 		if errors.Is(err, model.ErrEmailNotFound) || errors.Is(err, model.ErrEmailAmbiguous) {
-			common.ApiErrorI18n(c, i18n.MsgUserPasswordResetLinkInvalid)
+			common.ApiErrorT(c, "Password reset link is invalid or has expired")
 			return
 		}
 		common.ApiError(c, err)
diff --git a/controller/model.go b/controller/model.go
index 575093e..1d3ea64 100644
--- a/controller/model.go
+++ b/controller/model.go
@@ -141,7 +141,7 @@ func channelOwnerName(channelType int) string {
 func getPreferredModelOwners(modelNames []string, groups []string) map[string]string {
 	channelTypes, err := model.GetPreferredModelOwnerChannelTypes(modelNames, groups)
 	if err != nil {
-		common.SysLog(fmt.Sprintf("GetPreferredModelOwnerChannelTypes error: %v", err))
+		common.SysLog(common.LogText("GetPreferredModelOwnerChannelTypes error: %v", err))
 		return map[string]string{}
 	}
 
diff --git a/controller/model_management_test.go b/controller/model_management_test.go
index 3ef06ba..fd760b9 100644
--- a/controller/model_management_test.go
+++ b/controller/model_management_test.go
@@ -170,7 +170,8 @@ func TestModelPricingConversionDatabaseMatrix(t *testing.T) {
 				{"conversion-fixed", model.PricingValues{"ModelPrice": float64(0.25), "ModelRatio": float64(7)}, `tier("request", fixed(0.25))`, ""},
 				{"gpt-4o-2024-05-13", model.PricingValues{"ModelRatio": float64(2), "CompletionRatio": float64(99)}, `tier("base", p * 4 + c * 12)`, ""},
 				{"gpt-image-2", model.PricingValues{"ModelPrice": float64(1)}, `tier("image", fixed(1)) * image_count`, ""},
-				{"qwen-image-3.0-pro", model.PricingValues{"ModelPrice": float64(1)}, `tier("image", fixed(1)) * image_count`, ""},
+				// Bailian image models are served by the alibaba task plugin, so their pricing is a task usage expression.
+				{"qwen-image-3.0-pro", model.PricingValues{"ModelPrice": float64(1)}, "", "Task pricing must be converted manually using the task usage schema."},
 				{"wan2.7-image-pro", model.PricingValues{"ModelPrice": float64(1)}, "", "Task pricing must be converted manually using the task usage schema."},
 				{"video-summarizer", model.PricingValues{"ModelPrice": float64(1)}, `tier("request", fixed(1))`, ""},
 				{"sora-transcript-helper", model.PricingValues{"ModelPrice": float64(1)}, `tier("request", fixed(1))`, ""},
@@ -363,14 +364,14 @@ func TestModelPricingConversionDatabaseMatrix(t *testing.T) {
 				aliConversion, err := model.PreviewModelPricingConversion(aliName, model.PricingValues{"ModelPrice": 0.04})
 				require.NoError(t, err)
 				require.Empty(t, aliConversion.UnsupportedReason)
+				// Ali image billing lives in the alibaba task plugin, where prompt_extend is a
+				// usage fact; the legacy conversion no longer adds a per-channel request multiplier.
+				assert.Equal(t, `tier("image", fixed(0.04)) * image_count`, aliConversion.Expression)
+				assert.Empty(t, aliConversion.BillingDetails.RequestRules)
 				quantity := 3
 				aliCost, _, err := billingexpr.RunExprWithRequest(aliConversion.Expression, billingexpr.TokenParams{}, billingexpr.RequestInput{ImageCount: &quantity, Body: []byte(`{"parameters":{"prompt_extend":true}}`)})
 				require.NoError(t, err)
-				assert.Equal(t, 240000.0, aliCost)
-				require.NoError(t, (&model.Channel{Name: "Different image rules", Models: aliName, Type: 1, Status: common.ChannelStatusEnabled}).Insert())
-				conflicting, err = model.PreviewModelPricingConversion(aliName, model.PricingValues{"ModelPrice": 0.04})
-				require.NoError(t, err)
-				assert.Contains(t, conflicting.UnsupportedReason, "different image request multipliers")
+				assert.Equal(t, 120000.0, aliCost)
 				for _, tc := range []struct {
 					name    string
 					pricing model.PricingValues
diff --git a/controller/model_meta.go b/controller/model_meta.go
index 593d79c..82d608b 100644
--- a/controller/model_meta.go
+++ b/controller/model_meta.go
@@ -111,7 +111,7 @@ func CreateModelMeta(c *gin.Context) {
 		return
 	}
 	if m.ModelName == "" {
-		common.ApiErrorMsg(c, "模型名称不能为空")
+		common.ApiErrorT(c, "Model name cannot be empty")
 		return
 	}
 	if err := model.ValidateMetadataValues(model.MetadataValues{Endpoints: m.Endpoints, Status: m.Status, NameRule: m.NameRule}); err != nil {
@@ -123,7 +123,7 @@ func CreateModelMeta(c *gin.Context) {
 		common.ApiError(c, err)
 		return
 	} else if dup {
-		common.ApiErrorMsg(c, "模型名称已存在")
+		common.ApiErrorT(c, "Model name already exists")
 		return
 	}
 
@@ -146,7 +146,7 @@ func UpdateModelMeta(c *gin.Context) {
 		return
 	}
 	if m.Id == 0 {
-		common.ApiErrorMsg(c, "缺少模型 ID")
+		common.ApiErrorT(c, "Missing model ID")
 		return
 	}
 
@@ -162,7 +162,7 @@ func UpdateModelMeta(c *gin.Context) {
 		}
 	} else {
 		if strings.TrimSpace(m.ModelName) == "" {
-			common.ApiErrorMsg(c, "模型名称不能为空")
+			common.ApiErrorT(c, "Model name cannot be empty")
 			return
 		}
 		if err := model.ValidateMetadataValues(model.MetadataValues{Endpoints: m.Endpoints, Status: m.Status, NameRule: m.NameRule}); err != nil {
@@ -174,7 +174,7 @@ func UpdateModelMeta(c *gin.Context) {
 			common.ApiError(c, err)
 			return
 		} else if dup {
-			common.ApiErrorMsg(c, "模型名称已存在")
+			common.ApiErrorT(c, "Model name already exists")
 			return
 		}
 
diff --git a/controller/model_pricing_conversion_endpoints_test.go b/controller/model_pricing_conversion_endpoints_test.go
new file mode 100644
index 0000000..f9d8952
--- /dev/null
+++ b/controller/model_pricing_conversion_endpoints_test.go
@@ -0,0 +1,71 @@
+package controller
+
+import (
+	"net/http"
+	"testing"
+
+	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/model"
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/require"
+)
+
+// Model metadata may declare endpoints either as a type array or as a path map.
+// Conversion must understand both; reading only the map form made every model
+// with array-form metadata look like a broken routing configuration.
+func TestModelPricingConversionAcceptsDeclaredEndpointArray(t *testing.T) {
+	db := modelManagementDB(t, "sqlite", "")
+	previousQuota := common.QuotaPerUnit
+	common.QuotaPerUnit = 500000
+	t.Cleanup(func() { common.QuotaPerUnit = previousQuota })
+
+	for _, tc := range []struct {
+		name        string
+		endpoints   string
+		draft       model.PricingValues
+		wantImageCt bool
+	}{
+		{"array-endpoints-image", `["image-generation","openai"]`,
+			model.PricingValues{"ModelRatio": 1.7875, "CompletionRatio": 6, "ImageRatio": 1.6}, false},
+		{"array-endpoints-image-fixed", `["image-generation","openai"]`,
+			model.PricingValues{"ModelPrice": 1}, true},
+		{"array-endpoints-gemini", `["gemini","openai"]`,
+			model.PricingValues{"ModelRatio": 0.10725, "CompletionRatio": 100}, false},
+		{"array-endpoints-gemini-cache", `["gemini","openai"]`,
+			model.PricingValues{"ModelRatio": 0.715, "CompletionRatio": 60, "CacheRatio": 0.1}, false},
+		{"array-endpoints-openai-response", `["openai","openai-response","openai-response-compact","gemini"]`,
+			model.PricingValues{"ModelRatio": 0.17875, "CompletionRatio": 120}, false},
+		{"map-endpoints-image", `{"image-generation": {"path": "/v1/images/generations", "method": "POST"}}`,
+			model.PricingValues{"ModelPrice": 1}, true},
+		// Endpoint names must be trimmed before the switch matches them: a
+		// padded name would otherwise match nothing and silently downgrade a
+		// fixed-price image model to per-request billing.
+		{"array-endpoints-image-padded", `[" image-generation ","openai"]`,
+			model.PricingValues{"ModelPrice": 1}, true},
+		{"map-endpoints-image-padded", `{"image-generation ": {"path": "/v1/images/generations", "method": "POST"}}`,
+			model.PricingValues{"ModelPrice": 1}, true},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			require.NoError(t, db.Create(&model.Model{
+				ModelName: tc.name, Endpoints: tc.endpoints, Status: 1, NameRule: model.NameRuleExact,
+			}).Error)
+			var response struct {
+				Success bool
+				Data    model.ModelPricingConversion
+			}
+			modelManagementRequest(t, PreviewModelPricingConversion, http.MethodPost,
+				"/api/option/model_pricing/convert",
+				map[string]any{"model_name": tc.name, "pricing": tc.draft}, &response)
+			require.True(t, response.Success)
+			t.Logf("PROBE %-34s expression=%q unsupported=%q image_count=%v",
+				tc.name, response.Data.Expression, response.Data.UnsupportedReason,
+				response.Data.BillingDetails.ImageCount)
+			require.Empty(t, response.Data.UnsupportedReason)
+			require.NotEmpty(t, response.Data.Expression)
+			// Declared endpoint types must actually reach the endpoint switch;
+			// an array of names read as array indices would silently skip it.
+			assert.Equal(t, tc.wantImageCt, response.Data.BillingDetails.ImageCount,
+				"declared image-generation endpoint must drive image-count billing")
+		})
+	}
+}
diff --git a/controller/model_sync.go b/controller/model_sync.go
index 95f7ab7..45ac65c 100644
--- a/controller/model_sync.go
+++ b/controller/model_sync.go
@@ -94,7 +94,7 @@ func newHTTPClient() *http.Client {
 		ResponseHeaderTimeout: time.Duration(timeoutSec) * time.Second,
 	}
 	if common.TLSInsecureSkipVerify {
-		transport.TLSClientConfig = common.InsecureTLSConfig
+		transport.TLSClientConfig = common.InsecureTLSConfig.Clone()
 	}
 	transport.DialContext = func(ctx context.Context, network, addr string) (net.Conn, error) {
 		host, _, err := net.SplitHostPort(addr)
diff --git a/controller/oauth.go b/controller/oauth.go
index fce6886..ee8e356 100644
--- a/controller/oauth.go
+++ b/controller/oauth.go
@@ -3,7 +3,6 @@ package controller
 import (
 	"encoding/json"
 	"errors"
-	"fmt"
 	"net/http"
 	"slices"
 	"strconv"
@@ -38,16 +37,16 @@ type oauthFlowPayload struct {
 	Authorization   *model.AuthFlowAuthorization   `json:"authorization,omitempty"`
 }
 
-// providerParams returns map with Provider key for i18n templates
+// providerParams returns the params of messages that name the OAuth provider.
 func providerParams(name string) map[string]any {
-	return map[string]any{"Provider": name}
+	return map[string]any{"provider": name}
 }
 
 // GenerateOAuthCode generates a state code for OAuth CSRF protection
 func GenerateOAuthCode(c *gin.Context) {
 	var request oauthStateRequest
 	if err := common.DecodeJson(c.Request.Body, &request); err != nil {
-		common.ApiErrorI18n(c, i18n.MsgInvalidParams)
+		common.ApiErrorT(c, "Invalid parameters")
 		return
 	}
 	request.Provider = strings.TrimSpace(request.Provider)
@@ -58,7 +57,7 @@ func GenerateOAuthCode(c *gin.Context) {
 		len(request.Aff) > 32 ||
 		(request.Intent != model.AuthFlowIntentLogin && request.Aff != "") ||
 		(request.Intent != model.AuthFlowIntentVerify && (request.Scope != "" || len(request.Context) != 0)) {
-		common.ApiErrorI18n(c, i18n.MsgInvalidParams)
+		common.ApiErrorT(c, "Invalid parameters")
 		return
 	}
 	userID := 0
@@ -76,7 +75,7 @@ func GenerateOAuthCode(c *gin.Context) {
 	if request.Intent == model.AuthFlowIntentBind || request.Intent == model.AuthFlowIntentVerify {
 		identity, ok := middleware.GetSessionAuthIdentity(c)
 		if !ok {
-			c.JSON(http.StatusUnauthorized, gin.H{"success": false, "message": "绑定操作需要登录"})
+			writeAccountStatusError(c, http.StatusUnauthorized, "Sign in to bind an account")
 			return
 		}
 		userID = identity.UserID
@@ -148,10 +147,7 @@ func HandleOAuth(c *gin.Context) {
 	providerName := c.Param("provider")
 	provider := oauth.GetProvider(providerName)
 	if provider == nil {
-		c.JSON(http.StatusBadRequest, gin.H{
-			"success": false,
-			"message": i18n.T(c, i18n.MsgOAuthUnknownProvider),
-		})
+		writeAccountStatusError(c, http.StatusBadRequest, "Unknown OAuth provider")
 		return
 	}
 
@@ -162,10 +158,7 @@ func HandleOAuth(c *gin.Context) {
 		Provider: providerName,
 	})
 	if err != nil {
-		c.JSON(http.StatusForbidden, gin.H{
-			"success": false,
-			"message": i18n.T(c, i18n.MsgOAuthStateInvalid),
-		})
+		writeAccountStatusError(c, http.StatusForbidden, "State parameter is empty or mismatched")
 		return
 	}
 
@@ -184,10 +177,7 @@ func HandleOAuth(c *gin.Context) {
 	if pendingFlow.Intent == model.AuthFlowIntentBind || pendingFlow.Intent == model.AuthFlowIntentVerify {
 		identity, ok := middleware.GetSessionAuthIdentity(c)
 		if !ok || identity.UserID != pendingFlow.UserId || identity.SessionID != pendingFlow.SessionId {
-			c.JSON(http.StatusForbidden, gin.H{
-				"success": false,
-				"message": i18n.T(c, i18n.MsgOAuthStateInvalid),
-			})
+			writeAccountStatusError(c, http.StatusForbidden, "State parameter is empty or mismatched")
 			return
 		}
 		consumeMatch.UserId = identity.UserID
@@ -209,7 +199,7 @@ func HandleOAuth(c *gin.Context) {
 			}
 		}
 	} else if pendingFlow.Intent != model.AuthFlowIntentLogin {
-		common.ApiErrorI18n(c, i18n.MsgInvalidParams)
+		common.ApiErrorT(c, "Invalid parameters")
 		return
 	}
 
@@ -238,7 +228,7 @@ func HandleOAuth(c *gin.Context) {
 		c.Set(oauth.TelegramOAuthFlowContextKey, telegramPayload.Telegram)
 	}
 	if !provider.IsEnabled() {
-		common.ApiErrorI18n(c, i18n.MsgOAuthNotEnabled, providerParams(provider.GetName()))
+		common.ApiErrorT(c, "{{provider}} login and registration has not been enabled by administrator", providerParams(provider.GetName()))
 		return
 	}
 
@@ -246,7 +236,7 @@ func HandleOAuth(c *gin.Context) {
 	errorCode := c.Query("error")
 	if errorCode != "" {
 		if _, err := model.ConsumeAuthFlow(state, consumeMatch); err != nil {
-			c.JSON(http.StatusForbidden, gin.H{"success": false, "message": i18n.T(c, i18n.MsgOAuthStateInvalid)})
+			writeAccountStatusError(c, http.StatusForbidden, "State parameter is empty or mismatched")
 			return
 		}
 		errorDescription := c.Query("error_description")
@@ -287,7 +277,7 @@ func HandleOAuth(c *gin.Context) {
 	}
 	flow, err := model.ConsumeAuthFlow(state, consumeMatch)
 	if err != nil {
-		c.JSON(http.StatusForbidden, gin.H{"success": false, "message": i18n.T(c, i18n.MsgOAuthStateInvalid)})
+		writeAccountStatusError(c, http.StatusForbidden, "State parameter is empty or mismatched")
 		return
 	}
 
@@ -325,18 +315,18 @@ func handleOAuthLogin(c *gin.Context, provider oauth.Provider, oauthUser *oauth.
 	user, migration, err := findOrCreateOAuthUser(c, provider, oauthUser, token, payload.AffiliateCode)
 	if err != nil {
 		if errors.Is(err, model.ErrEmailAlreadyTaken) {
-			common.ApiErrorI18n(c, i18n.MsgUserEmailAlreadyTaken)
+			common.ApiErrorT(c, "Email address is already in use")
 			return
 		}
 		switch err.(type) {
 		case *OAuthUserDeletedError:
-			common.ApiErrorI18n(c, i18n.MsgOAuthUserDeleted)
+			common.ApiErrorT(c, "User has been deleted")
 		case *OAuthRegistrationDisabledError:
-			common.ApiErrorI18n(c, i18n.MsgUserRegisterDisabled)
+			common.ApiErrorT(c, "New user registration has been disabled by administrator")
 		case *OAuthEmailAlreadyTakenError:
-			common.ApiErrorI18n(c, i18n.MsgUserEmailAlreadyTaken)
+			common.ApiErrorT(c, "Email address is already in use")
 		case *OAuthLegacyBindingNotConfirmedError:
-			common.ApiErrorI18n(c, i18n.MsgOAuthNotAutoLinked, providerParams(provider.GetName()))
+			common.ApiErrorT(c, "This {{provider}} account cannot be linked to an existing account automatically, please sign in or register another way and then link {{provider}} in account settings", providerParams(provider.GetName()))
 		default:
 			writeSecurityOperationError(c, err)
 		}
@@ -345,7 +335,7 @@ func handleOAuthLogin(c *gin.Context, provider oauth.Provider, oauthUser *oauth.
 
 	// 8. Check user status
 	if user.Status != common.UserStatusEnabled {
-		common.ApiErrorI18n(c, i18n.MsgOAuthUserBanned)
+		common.ApiErrorT(c, "User has been banned")
 		return
 	}
 
@@ -377,7 +367,7 @@ func handleOAuthBind(c *gin.Context, providerName string, provider oauth.Provide
 		return false, false
 	}
 	if provider.IsUserIDTaken(oauthUser.ProviderUserID) {
-		common.ApiErrorI18n(c, i18n.MsgOAuthAlreadyBound, providerParams(provider.GetName()))
+		common.ApiErrorT(c, "This {{provider}} account has already been bound", providerParams(provider.GetName()))
 		return false, false
 	}
 	_, err = model.ConsumeAuthFlowWithAction(state, match, func(tx *gorm.DB, _ *model.AuthFlow) error {
@@ -398,8 +388,8 @@ func handleOAuthBind(c *gin.Context, providerName string, provider oauth.Provide
 		writeSecurityOperationError(c, err)
 		return true, true
 	}
-	notificationFailed := service.NotifyAccountSecurityChange(user.Email, "Login account linked: "+provider.GetName()) != nil
-	common.ApiSuccessI18n(c, i18n.MsgOAuthBindSuccess, gin.H{"action": "bind", "notification_warning": notificationFailed})
+	notificationFailed := service.NotifyAccountSecurityChange(service.AccountMailLanguage(c, user.Id), user.Email, i18n.MsgSecurityEventLoginLinked, map[string]any{"Provider": provider.GetName()}) != nil
+	common.ApiSuccessT(c, "Binding successful", gin.H{"action": "bind", "notification_warning": notificationFailed})
 	return true, notificationFailed
 }
 
@@ -454,7 +444,7 @@ func findOrCreateOAuthUser(c *gin.Context, provider oauth.Provider, oauthUser *o
 			if emailProvider, ok := provider.(oauth.VerifiedEmailProvider); ok && user.Email != "" {
 				emails, err := emailProvider.GetVerifiedEmails(c.Request.Context(), token)
 				if err != nil {
-					common.SysError(fmt.Sprintf("[OAuth] Failed to load verified emails for user %d: %s", user.Id, err.Error()))
+					common.SysError(common.LogText("[OAuth] Failed to load verified emails for user %d: %s", user.Id, err.Error()))
 					reason = "verified_emails_unavailable"
 				}
 				accountEmail := model.NormalizeEmail(user.Email)
@@ -475,7 +465,7 @@ func findOrCreateOAuthUser(c *gin.Context, provider oauth.Provider, oauthUser *o
 			}
 			if written {
 				user.GitHubId = oauthUser.ProviderUserID
-				notificationFailed := service.NotifyAccountSecurityChange(user.Email, "Login account linked: "+provider.GetName()) != nil
+				notificationFailed := service.NotifyAccountSecurityChange(service.AccountMailLanguage(c, user.Id), user.Email, i18n.MsgSecurityEventLoginLinked, map[string]any{"Provider": provider.GetName()}) != nil
 				recordLegacyGitHubBindingAudit(c, user, true, map[string]any{
 					"legacy_id": legacyID, "provider_user_id": oauthUser.ProviderUserID,
 					"verified_email_matched": true, "notification_failed": notificationFailed,
@@ -625,19 +615,15 @@ func (e *OAuthLegacyBindingNotConfirmedError) Error() string {
 	return "legacy binding was not confirmed"
 }
 
-// handleOAuthError handles OAuth errors and returns translated message
+// handleOAuthError handles OAuth errors and returns a web console message
 func handleOAuthError(c *gin.Context, err error) {
 	switch e := err.(type) {
 	case *oauth.OAuthError:
-		if e.Params != nil {
-			common.ApiErrorI18n(c, e.MsgKey, e.Params)
-		} else {
-			common.ApiErrorI18n(c, e.MsgKey)
-		}
+		common.ApiError(c, e.Message)
 	case *oauth.AccessDeniedError:
 		common.ApiErrorMsg(c, e.Message)
 	case *oauth.TrustLevelError:
-		common.ApiErrorI18n(c, i18n.MsgOAuthTrustLevelLow)
+		common.ApiErrorT(c, "Linux DO trust level does not meet the minimum required by administrator")
 	default:
 		writeSecurityOperationError(c, err)
 	}
diff --git a/controller/option.go b/controller/option.go
index 474475b..6ba841e 100644
--- a/controller/option.go
+++ b/controller/option.go
@@ -10,7 +10,6 @@ import (
 	"strings"
 
 	"github.com/QuantumNous/new-api/common"
-	"github.com/QuantumNous/new-api/i18n"
 	"github.com/QuantumNous/new-api/model"
 	"github.com/QuantumNous/new-api/service"
 	"github.com/QuantumNous/new-api/setting"
@@ -145,7 +144,7 @@ func UpdatePasskeyDomains(c *gin.Context) {
 		RemovalConfirmation string  `json:"removal_confirmation"`
 	}
 	if err := common.DecodeJson(c.Request.Body, &request); err != nil || request.RPID == nil || request.LegacyRPIDs == nil || request.Origins == nil {
-		common.ApiErrorI18n(c, i18n.MsgInvalidParams)
+		common.ApiErrorT(c, "Invalid parameters")
 		return
 	}
 	change, err := model.UpdatePasskeyDomainOptions(map[string]string{
@@ -167,9 +166,9 @@ func UpdatePasskeyDomains(c *gin.Context) {
 func writePasskeyDomainSettingsError(c *gin.Context, err error) {
 	var removal *model.PasskeyDomainRemovalError
 	if errors.As(err, &removal) {
-		c.JSON(http.StatusConflict, gin.H{
-			"success": false, "code": "PASSKEY_RP_ID_REMOVAL_CONFIRMATION_REQUIRED",
-			"message": i18n.T(c, i18n.MsgPasskeyRPIDRemovalConfirmation), "data": removal.Change,
+		common.ApiErrorStatus(c, http.StatusConflict, common.NewMessage("Review the affected Passkeys and confirm the domain removal. If the settings or impact have changed, confirmation is required again."), gin.H{
+			"code": "PASSKEY_RP_ID_REMOVAL_CONFIRMATION_REQUIRED",
+			"data": removal.Change,
 		})
 		return
 	}
@@ -184,10 +183,7 @@ func UpdateOption(c *gin.Context) {
 	var option OptionUpdateRequest
 	err := common.DecodeJson(c.Request.Body, &option)
 	if err != nil {
-		c.JSON(http.StatusBadRequest, gin.H{
-			"success": false,
-			"message": "无效的参数",
-		})
+		common.ApiErrorStatus(c, http.StatusBadRequest, common.NewMessage("Invalid parameters"))
 		return
 	}
 	switch option.Value.(type) {
@@ -203,77 +199,55 @@ func UpdateOption(c *gin.Context) {
 	switch option.Key {
 	case "QuotaForInviter", "QuotaForInvitee":
 		if isPositiveOptionValue(option.Value.(string)) && !operation_setting.IsPaymentComplianceConfirmed() {
-			common.ApiErrorI18n(c, i18n.MsgPaymentComplianceRequired)
+			common.ApiErrorT(c, "Payment, redemption, subscription, and invitation reward features are disabled. The administrator must confirm compliance terms before enabling them.")
 			return
 		}
 	default:
 		if isPaymentComplianceOptionKey(option.Key) {
-			common.ApiErrorMsg(c, "合规确认字段不允许通过通用设置接口修改")
+			common.ApiErrorT(c, "Compliance confirmation fields cannot be changed through the general settings API")
 			return
 		}
 	}
 	if option.Key == "TaskPublicAddress" && option.Value.(string) != "" {
 		if err := service.ValidateTaskArtifactBaseURL(option.Value.(string)); err != nil {
-			common.ApiErrorMsg(c, err.Error())
+			common.ApiError(c, err)
 			return
 		}
 	}
 	switch option.Key {
 	case "GitHubOAuthEnabled":
 		if option.Value == "true" && common.GitHubClientId == "" {
-			c.JSON(http.StatusOK, gin.H{
-				"success": false,
-				"message": "无法启用 GitHub OAuth，请先填入 GitHub Client Id 以及 GitHub Client Secret！",
-			})
+			common.ApiErrorT(c, "Cannot enable {{provider}}. Enter the {{provider}} Client ID and Client Secret first.", map[string]any{"provider": "GitHub OAuth"})
 			return
 		}
 	case "discord.enabled":
 		if option.Value == "true" && system_setting.GetDiscordSettings().ClientId == "" {
-			c.JSON(http.StatusOK, gin.H{
-				"success": false,
-				"message": "无法启用 Discord OAuth，请先填入 Discord Client Id 以及 Discord Client Secret！",
-			})
+			common.ApiErrorT(c, "Cannot enable {{provider}}. Enter the {{provider}} Client ID and Client Secret first.", map[string]any{"provider": "Discord OAuth"})
 			return
 		}
 	case "oidc.enabled":
 		if option.Value == "true" && system_setting.GetOIDCSettings().ClientId == "" {
-			c.JSON(http.StatusOK, gin.H{
-				"success": false,
-				"message": "无法启用 OIDC 登录，请先填入 OIDC Client Id 以及 OIDC Client Secret！",
-			})
+			common.ApiErrorT(c, "Cannot enable {{provider}}. Enter the {{provider}} Client ID and Client Secret first.", map[string]any{"provider": "OIDC"})
 			return
 		}
 	case "LinuxDOOAuthEnabled":
 		if option.Value == "true" && common.LinuxDOClientId == "" {
-			c.JSON(http.StatusOK, gin.H{
-				"success": false,
-				"message": "无法启用 LinuxDO OAuth，请先填入 LinuxDO Client Id 以及 LinuxDO Client Secret！",
-			})
+			common.ApiErrorT(c, "Cannot enable {{provider}}. Enter the {{provider}} Client ID and Client Secret first.", map[string]any{"provider": "LinuxDO OAuth"})
 			return
 		}
 	case "EmailDomainRestrictionEnabled":
 		if option.Value == "true" && len(common.EmailDomainWhitelist) == 0 {
-			c.JSON(http.StatusOK, gin.H{
-				"success": false,
-				"message": "无法启用邮箱域名限制，请先填入限制的邮箱域名！",
-			})
+			common.ApiErrorT(c, "Cannot enable the email domain restriction. Enter the allowed email domains first.")
 			return
 		}
 	case "WeChatAuthEnabled":
 		if option.Value == "true" && common.WeChatServerAddress == "" {
-			c.JSON(http.StatusOK, gin.H{
-				"success": false,
-				"message": "无法启用微信登录，请先填入微信登录相关配置信息！",
-			})
+			common.ApiErrorT(c, "Cannot enable WeChat login. Enter the WeChat login settings first.")
 			return
 		}
 	case "TurnstileCheckEnabled":
 		if option.Value == "true" && common.TurnstileSiteKey == "" {
-			c.JSON(http.StatusOK, gin.H{
-				"success": false,
-				"message": "无法启用 Turnstile 校验，请先填入 Turnstile 校验相关配置信息！",
-			})
-
+			common.ApiErrorT(c, "Cannot enable Turnstile verification. Enter the Turnstile settings first.")
 			return
 		}
 	case "TelegramOAuthEnabled":
@@ -287,115 +261,79 @@ func UpdateOption(c *gin.Context) {
 		}
 	case "theme.frontend":
 		if option.Value != "default" {
-			c.JSON(http.StatusOK, gin.H{
-				"success": false,
-				"message": "Classic 前端已移除，主题只能设置为 default",
-			})
+			common.ApiErrorT(c, "The Classic frontend has been removed. The theme can only be set to default")
 			return
 		}
 	case "GroupRatio":
 		err = ratio_setting.CheckGroupRatio(option.Value.(string))
 		if err != nil {
-			c.JSON(http.StatusOK, gin.H{
-				"success": false,
-				"message": err.Error(),
-			})
+			common.ApiError(c, err)
 			return
 		}
 	case "gemini.safety_settings":
 		err = model_setting.ValidateGeminiSafetySettings(option.Value.(string))
 		if err != nil {
-			c.JSON(http.StatusOK, gin.H{
-				"success": false,
-				"message": err.Error(),
-			})
+			common.ApiError(c, err)
 			return
 		}
 	case "claude.default_max_tokens":
 		err = model_setting.ValidateClaudeDefaultMaxTokens(option.Value.(string))
 		if err != nil {
-			c.JSON(http.StatusOK, gin.H{
-				"success": false,
-				"message": err.Error(),
-			})
+			common.ApiError(c, err)
 			return
 		}
 	case operation_setting.ToolPriceOptionKey:
 		err = operation_setting.ValidateToolPricesJSON(option.Value.(string))
 		if err != nil {
-			c.JSON(http.StatusOK, gin.H{
-				"success": false,
-				"message": err.Error(),
-			})
+			common.ApiError(c, err)
 			return
 		}
 	case "ImageRatio":
 		err = ratio_setting.UpdateImageRatioByJSONString(option.Value.(string))
 		if err != nil {
-			c.JSON(http.StatusOK, gin.H{
-				"success": false,
-				"message": "图片倍率设置失败: " + err.Error(),
-			})
+			common.ApiErrorT(c, "Failed to set the image ratio: {{error}}", map[string]any{"error": err.Error()})
 			return
 		}
 	case "AudioRatio":
 		err = ratio_setting.UpdateAudioRatioByJSONString(option.Value.(string))
 		if err != nil {
-			c.JSON(http.StatusOK, gin.H{
-				"success": false,
-				"message": "音频倍率设置失败: " + err.Error(),
-			})
+			common.ApiErrorT(c, "Failed to set the audio ratio: {{error}}", map[string]any{"error": err.Error()})
 			return
 		}
 	case "AudioCompletionRatio":
 		err = ratio_setting.UpdateAudioCompletionRatioByJSONString(option.Value.(string))
 		if err != nil {
-			c.JSON(http.StatusOK, gin.H{
-				"success": false,
-				"message": "音频补全倍率设置失败: " + err.Error(),
-			})
+			common.ApiErrorT(c, "Failed to set the audio completion ratio: {{error}}", map[string]any{"error": err.Error()})
 			return
 		}
 	case "CreateCacheRatio":
 		err = ratio_setting.UpdateCreateCacheRatioByJSONString(option.Value.(string))
 		if err != nil {
-			c.JSON(http.StatusOK, gin.H{
-				"success": false,
-				"message": "缓存创建倍率设置失败: " + err.Error(),
-			})
+			common.ApiErrorT(c, "Failed to set the cache creation ratio: {{error}}", map[string]any{"error": err.Error()})
 			return
 		}
 	case "ModelRequestRateLimitGroup":
 		err = setting.CheckModelRequestRateLimitGroup(option.Value.(string))
 		if err != nil {
-			c.JSON(http.StatusOK, gin.H{
-				"success": false,
-				"message": err.Error(),
-			})
+			common.ApiError(c, err)
 			return
 		}
 	case "AutomaticDisableStatusCodes":
 		_, err = operation_setting.ParseHTTPStatusCodeRanges(option.Value.(string))
 		if err != nil {
-			c.JSON(http.StatusOK, gin.H{
-				"success": false,
-				"message": err.Error(),
-			})
+			common.ApiError(c, err)
 			return
 		}
 	case "AutomaticRetryStatusCodes":
 		_, err = operation_setting.ParseHTTPStatusCodeRanges(option.Value.(string))
 		if err != nil {
-			c.JSON(http.StatusOK, gin.H{
-				"success": false,
-				"message": err.Error(),
-			})
+			common.ApiError(c, err)
 			return
 		}
 	case "billing_setting.billing_expr":
 		expressions := make(map[string]string)
 		if err = common.UnmarshalJsonStr(option.Value.(string), &expressions); err != nil {
-			common.ApiErrorMsg(c, "计费表达式配置必须是模型到表达式的 JSON 对象: "+err.Error())
+			common.ApiErrorT(c, "Billing expressions must be a JSON object mapping models to expressions: {{error}}", map[string]any{"error": err.Error()})
 			return
 		}
 		models := make([]string, 0, len(expressions))
@@ -416,7 +354,7 @@ func UpdateOption(c *gin.Context) {
 				billing_setting.PluginBillingExprOption: variants,
 			})
 			if err != nil {
-				common.ApiErrorMsg(c, fmt.Sprintf("模型 %s 的计费表达式无效: %v", modelName, err))
+				common.ApiErrorT(c, "Invalid billing expression for model {{model}}: {{error}}", map[string]any{"model": modelName, "error": err.Error()})
 				return
 			}
 		}
@@ -435,44 +373,32 @@ func UpdateOption(c *gin.Context) {
 			if err = model.ValidateModelPricing(name, model.PricingValues{
 				billing_setting.PluginBillingExprOption: map[string]any{plugin: expression},
 			}); err != nil {
-				common.ApiErrorMsg(c, err.Error())
+				common.ApiError(c, err)
 				return
 			}
 		}
 	case "console_setting.api_info":
 		err = console_setting.ValidateConsoleSettings(option.Value.(string), "ApiInfo")
 		if err != nil {
-			c.JSON(http.StatusOK, gin.H{
-				"success": false,
-				"message": err.Error(),
-			})
+			common.ApiError(c, err)
 			return
 		}
 	case "console_setting.announcements":
 		err = console_setting.ValidateConsoleSettings(option.Value.(string), "Announcements")
 		if err != nil {
-			c.JSON(http.StatusOK, gin.H{
-				"success": false,
-				"message": err.Error(),
-			})
+			common.ApiError(c, err)
 			return
 		}
 	case "console_setting.faq":
 		err = console_setting.ValidateConsoleSettings(option.Value.(string), "FAQ")
 		if err != nil {
-			c.JSON(http.StatusOK, gin.H{
-				"success": false,
-				"message": err.Error(),
-			})
+			common.ApiError(c, err)
 			return
 		}
 	case "console_setting.uptime_kuma_groups":
 		err = console_setting.ValidateConsoleSettings(option.Value.(string), "UptimeKumaGroups")
 		if err != nil {
-			c.JSON(http.StatusOK, gin.H{
-				"success": false,
-				"message": err.Error(),
-			})
+			common.ApiError(c, err)
 			return
 		}
 	}
diff --git a/controller/passkey.go b/controller/passkey.go
index ad80f09..aed8ded 100644
--- a/controller/passkey.go
+++ b/controller/passkey.go
@@ -37,17 +37,14 @@ func parsePasskeyFinishRequest(c *gin.Context) (*passkeyFinishRequest, error) {
 		return nil, err
 	}
 	if request.FlowToken == "" || len(request.Credential) == 0 {
-		return nil, errors.New("Passkey 流程参数不完整")
+		return nil, errors.New("incomplete Passkey flow parameters")
 	}
 	return &request, nil
 }
 
 func PasskeyRegisterBegin(c *gin.Context) {
 	if !system_setting.PasskeySettingsSnapshot().Enabled {
-		c.JSON(http.StatusOK, gin.H{
-			"success": false,
-			"message": "管理员未启用 Passkey 登录",
-		})
+		common.ApiErrorT(c, "Passkey authentication is disabled.")
 		return
 	}
 
@@ -92,9 +89,9 @@ func PasskeyRegisterBegin(c *gin.Context) {
 		return
 	}
 
-	identity, ok := middleware.GetSessionAuthIdentity(c)
+	identity, ok := middleware.GetStepUpIdentity(c)
 	if !ok {
-		common.ApiErrorMsg(c, "当前认证方式不支持安全验证")
+		common.ApiErrorT(c, "The current sign-in method does not support security verification")
 		return
 	}
 	flowToken, expiresAt, err := passkeysvc.CreateSessionDataFlow(
@@ -120,10 +117,7 @@ func PasskeyRegisterBegin(c *gin.Context) {
 
 func PasskeyRegisterFinish(c *gin.Context) {
 	if !system_setting.PasskeySettingsSnapshot().Enabled {
-		c.JSON(http.StatusOK, gin.H{
-			"success": false,
-			"message": "管理员未启用 Passkey 登录",
-		})
+		common.ApiErrorT(c, "Passkey authentication is disabled.")
 		return
 	}
 
@@ -134,7 +128,7 @@ func PasskeyRegisterFinish(c *gin.Context) {
 	}
 	request, err := parsePasskeyFinishRequest(c)
 	if err != nil {
-		common.ApiErrorMsg(c, "无效的 Passkey 验证请求")
+		common.ApiErrorT(c, "Invalid Passkey verification request")
 		return
 	}
 	parsedCredential, err := protocol.ParseCredentialCreationResponseBytes(request.Credential)
@@ -152,9 +146,9 @@ func PasskeyRegisterFinish(c *gin.Context) {
 		credentialRecord = nil
 	}
 
-	identity, ok := middleware.GetSessionAuthIdentity(c)
+	identity, ok := middleware.GetStepUpIdentity(c)
 	if !ok {
-		common.ApiErrorMsg(c, "当前认证方式不支持安全验证")
+		common.ApiErrorT(c, "The current sign-in method does not support security verification")
 		return
 	}
 	sessionData, security, err := passkeysvc.PopSessionDataFlow(
@@ -190,7 +184,7 @@ func PasskeyRegisterFinish(c *gin.Context) {
 
 	passkeyCredential := model.NewPasskeyCredentialFromWebAuthn(user.Id, credential)
 	if passkeyCredential == nil {
-		common.ApiErrorMsg(c, "无法创建 Passkey 凭证")
+		common.ApiErrorT(c, "Unable to create the Passkey credential")
 		return
 	}
 
@@ -206,11 +200,7 @@ func PasskeyRegisterFinish(c *gin.Context) {
 	}
 
 	recordUserSecurityAudit(c, user.Id, "user.passkey_register", nil)
-	c.JSON(http.StatusOK, gin.H{
-		"success": true,
-		"message": "Passkey 注册成功",
-		"data":    authRotationData(bundle),
-	})
+	common.ApiSuccessT(c, "Passkey registered successfully", authRotationData(bundle))
 }
 
 func PasskeyDelete(c *gin.Context) {
@@ -224,9 +214,9 @@ func PasskeyDelete(c *gin.Context) {
 		return
 	}
 
-	identity, ok := middleware.GetSessionAuthIdentity(c)
+	identity, ok := middleware.GetStepUpIdentity(c)
 	if !ok {
-		common.ApiErrorMsg(c, "当前认证方式不支持安全验证")
+		common.ApiErrorT(c, "The current sign-in method does not support security verification")
 		return
 	}
 	if err := model.DeletePasskeyForSession(identity); err != nil {
@@ -240,11 +230,7 @@ func PasskeyDelete(c *gin.Context) {
 	}
 
 	recordUserSecurityAudit(c, user.Id, "user.passkey_delete", nil)
-	c.JSON(http.StatusOK, gin.H{
-		"success": true,
-		"message": "Passkey 已解绑",
-		"data":    authRotationData(bundle),
-	})
+	common.ApiSuccessT(c, "Passkey removed successfully", authRotationData(bundle))
 }
 
 func PasskeyStatus(c *gin.Context) {
@@ -284,10 +270,7 @@ func PasskeyStatus(c *gin.Context) {
 
 func PasskeyLoginBegin(c *gin.Context) {
 	if !system_setting.PasskeySettingsSnapshot().Enabled {
-		c.JSON(http.StatusOK, gin.H{
-			"success": false,
-			"message": "管理员未启用 Passkey 登录",
-		})
+		common.ApiErrorT(c, "Passkey authentication is disabled.")
 		return
 	}
 
@@ -296,7 +279,7 @@ func PasskeyLoginBegin(c *gin.Context) {
 	}
 	if c.Request.Body != nil && c.Request.ContentLength != 0 {
 		if common.DecodeJson(c.Request.Body, &request) != nil {
-			common.ApiErrorMsg(c, "无效的 Passkey 验证请求")
+			common.ApiErrorT(c, "Invalid Passkey verification request")
 			return
 		}
 	}
@@ -336,16 +319,13 @@ func PasskeyLoginBegin(c *gin.Context) {
 
 func PasskeyLoginFinish(c *gin.Context) {
 	if !system_setting.PasskeySettingsSnapshot().Enabled {
-		c.JSON(http.StatusOK, gin.H{
-			"success": false,
-			"message": "管理员未启用 Passkey 登录",
-		})
+		common.ApiErrorT(c, "Passkey authentication is disabled.")
 		return
 	}
 
 	request, err := parsePasskeyFinishRequest(c)
 	if err != nil {
-		common.ApiErrorMsg(c, "无效的 Passkey 验证请求")
+		common.ApiErrorT(c, "Invalid Passkey verification request")
 		return
 	}
 	parsedCredential, err := protocol.ParseCredentialRequestResponseBytes(request.Credential)
@@ -378,7 +358,7 @@ func PasskeyLoginFinish(c *gin.Context) {
 		// 首先通过凭证ID查找用户
 		credential, err := model.GetPasskeyByCredentialID(rawID)
 		if err != nil {
-			return nil, fmt.Errorf("未找到 Passkey 凭证: %w", err)
+			return nil, fmt.Errorf("passkey credential not found: %w", err)
 		}
 
 		if credential.RPID != nil && *credential.RPID != "" && *credential.RPID != sessionData.RelyingPartyID {
@@ -388,7 +368,7 @@ func PasskeyLoginFinish(c *gin.Context) {
 		// 通过凭证获取用户
 		user := &model.User{Id: credential.UserID}
 		if err := user.FillUserById(); err != nil {
-			return nil, fmt.Errorf("用户信息获取失败: %w", err)
+			return nil, fmt.Errorf("failed to load the passkey user: %w", err)
 		}
 
 		if user.Status != common.UserStatusEnabled {
@@ -399,9 +379,9 @@ func PasskeyLoginFinish(c *gin.Context) {
 			userID, parseErr := strconv.Atoi(string(userHandle))
 			if parseErr != nil {
 				// 记录异常但继续验证，因为某些客户端可能使用非数字格式
-				common.SysLog(fmt.Sprintf("PasskeyLogin: userHandle parse error for credential, length: %d", len(userHandle)))
+				common.SysLog(common.LogText("PasskeyLogin: userHandle parse error for credential, length: %d", len(userHandle)))
 			} else if userID != user.Id {
-				return nil, errors.New("用户句柄与凭证不匹配")
+				return nil, errors.New("user handle does not match the credential")
 			}
 		}
 
@@ -416,18 +396,18 @@ func PasskeyLoginFinish(c *gin.Context) {
 
 	userWrapper, ok := waUser.(*passkeysvc.WebAuthnUser)
 	if !ok {
-		common.ApiErrorMsg(c, "Passkey 登录状态异常")
+		common.ApiErrorT(c, "Invalid Passkey login state")
 		return
 	}
 
 	modelUser := userWrapper.ModelUser()
 	if modelUser == nil {
-		common.ApiErrorMsg(c, "Passkey 登录状态异常")
+		common.ApiErrorT(c, "Invalid Passkey login state")
 		return
 	}
 
 	if modelUser.Status != common.UserStatusEnabled {
-		common.ApiErrorMsg(c, "该用户已被禁用")
+		common.ApiErrorT(c, "This user account is disabled.")
 		return
 	}
 
@@ -443,7 +423,7 @@ func PasskeyLoginFinish(c *gin.Context) {
 func AdminResetPasskey(c *gin.Context) {
 	id, err := strconv.Atoi(c.Param("id"))
 	if err != nil {
-		common.ApiErrorMsg(c, "无效的用户 ID")
+		common.ApiErrorT(c, "Invalid user ID")
 		return
 	}
 
@@ -457,13 +437,14 @@ func AdminResetPasskey(c *gin.Context) {
 		common.ApiErrorMsg(c, "no permission")
 		return
 	}
+	authorization := requireAdminUserProof(c, service.VerificationScopeAdminUserPasskeyReset, service.AdminUserContext{UserID: user.Id})
+	if authorization == nil {
+		return
+	}
 
 	if _, err := model.GetPasskeyByUserID(user.Id); err != nil {
 		if errors.Is(err, model.ErrPasskeyNotFound) {
-			c.JSON(http.StatusOK, gin.H{
-				"success": false,
-				"message": "该用户尚未绑定 Passkey",
-			})
+			common.ApiErrorT(c, "No Passkey is registered.")
 			return
 		}
 		writeSecurityOperationError(c, err)
@@ -480,21 +461,16 @@ func AdminResetPasskey(c *gin.Context) {
 	}
 
 	recordManageAuditFor(c, user.Id, "user.reset_passkey", map[string]any{
-		"username": user.Username,
-		"id":       user.Id,
-	})
-	c.JSON(http.StatusOK, gin.H{
-		"success": true,
-		"message": "Passkey 已重置",
+		"username":            user.Username,
+		"id":                  user.Id,
+		"verification_method": authorization.Method,
 	})
+	common.ApiSuccessT(c, "Passkey reset successfully", nil)
 }
 
 func PasskeyVerifyBegin(c *gin.Context) {
 	if !system_setting.PasskeySettingsSnapshot().Enabled {
-		c.JSON(http.StatusOK, gin.H{
-			"success": false,
-			"message": "管理员未启用 Passkey 登录",
-		})
+		common.ApiErrorT(c, "Passkey authentication is disabled.")
 		return
 	}
 
@@ -505,7 +481,7 @@ func PasskeyVerifyBegin(c *gin.Context) {
 	}
 	var request passkeyVerifyBeginRequest
 	if err := common.DecodeJson(c.Request.Body, &request); err != nil {
-		common.ApiErrorMsg(c, "无效的 Passkey 验证请求")
+		common.ApiErrorT(c, "Invalid Passkey verification request")
 		return
 	}
 	binding, err := service.BindVerificationOperation(service.VerificationOperation{Scope: request.Scope, Context: request.Context})
@@ -513,7 +489,7 @@ func PasskeyVerifyBegin(c *gin.Context) {
 		writeSecurityOperationError(c, err)
 		return
 	}
-	identity, ok := middleware.GetSessionAuthIdentity(c)
+	identity, ok := middleware.GetStepUpIdentity(c)
 	if !ok {
 		writeSecurityOperationError(c, service.ErrAuthTokenInvalid)
 		return
@@ -525,10 +501,7 @@ func PasskeyVerifyBegin(c *gin.Context) {
 
 	credential, err := model.GetPasskeyByUserID(user.Id)
 	if err != nil {
-		c.JSON(http.StatusOK, gin.H{
-			"success": false,
-			"message": "该用户尚未绑定 Passkey",
-		})
+		common.ApiErrorT(c, "No Passkey is registered.")
 		return
 	}
 
@@ -573,10 +546,7 @@ func PasskeyVerifyBegin(c *gin.Context) {
 
 func PasskeyVerifyFinish(c *gin.Context) {
 	if !system_setting.PasskeySettingsSnapshot().Enabled {
-		c.JSON(http.StatusOK, gin.H{
-			"success": false,
-			"message": "管理员未启用 Passkey 登录",
-		})
+		common.ApiErrorT(c, "Passkey authentication is disabled.")
 		return
 	}
 
@@ -588,7 +558,7 @@ func PasskeyVerifyFinish(c *gin.Context) {
 
 	request, err := parsePasskeyFinishRequest(c)
 	if err != nil {
-		common.ApiErrorMsg(c, "无效的 Passkey 验证请求")
+		common.ApiErrorT(c, "Invalid Passkey verification request")
 		return
 	}
 	parsedCredential, err := protocol.ParseCredentialRequestResponseBytes(request.Credential)
@@ -599,16 +569,13 @@ func PasskeyVerifyFinish(c *gin.Context) {
 
 	credential, err := model.GetPasskeyByUserID(user.Id)
 	if err != nil {
-		c.JSON(http.StatusOK, gin.H{
-			"success": false,
-			"message": "该用户尚未绑定 Passkey",
-		})
+		common.ApiErrorT(c, "No Passkey is registered.")
 		return
 	}
 
-	identity, ok := middleware.GetSessionAuthIdentity(c)
+	identity, ok := middleware.GetStepUpIdentity(c)
 	if !ok {
-		common.ApiErrorMsg(c, "当前认证方式不支持安全验证")
+		common.ApiErrorT(c, "The current sign-in method does not support security verification")
 		return
 	}
 	sessionData, security, err := passkeysvc.PopSessionDataFlow(
diff --git a/controller/passkey_test.go b/controller/passkey_test.go
index 0a1761a..8fc4456 100644
--- a/controller/passkey_test.go
+++ b/controller/passkey_test.go
@@ -153,6 +153,7 @@ func TestPasskeyDomainsPreserveCredentialsAcrossVerificationFlows(t *testing.T)
 				beginHandler, finishHandler = LoginPasskeyBegin, LoginPasskeyFinish
 			} else if kind == "sensitive action" {
 				request["scope"] = service.VerificationScopeAccessTokenGenerate
+				request["context"] = map[string]any{"scopes": []string{"profile:read"}, "expires_at": 0}
 				beginPath, finishPath = "/api/user/passkey/verify/begin", "/api/user/passkey/verify/finish"
 				beginHandler, finishHandler = PasskeyVerifyBegin, PasskeyVerifyFinish
 			}
@@ -293,6 +294,9 @@ func TestPasskeyDomainChoicesRespectOriginAndConfiguration(t *testing.T) {
 func setupPasskeyDomainOptions(t *testing.T) {
 	t.Helper()
 	require.NoError(t, model.DB.AutoMigrate(&model.Option{}))
+	// These tests assert on the whole options table. The server-managed legacy
+	// access token deadline written by the enrollment fixture is unrelated.
+	require.NoError(t, model.DB.Delete(&model.Option{Key: "LegacyAccessTokenRetireAt"}).Error)
 	common.OptionMapRWMutex.RLock()
 	previousOptions := maps.Clone(common.OptionMap)
 	previousAddress := system_setting.ServerAddress
@@ -661,27 +665,28 @@ func TestPasskeyDomainFailuresDoNotLogCredentials(t *testing.T) {
 	}
 }
 
-func TestPasskeyDomainErrorsRespectRequestLanguage(t *testing.T) {
+// The web console translates message_key, so every request language gets the
+// same English source text.
+func TestPasskeyDomainErrorsReturnMessageKeys(t *testing.T) {
 	user, _ := setupSecurityEnrollmentTest(t)
 	setupPasskeyDomainOptions(t)
 	system_setting.GetPasskeySettings().LegacyRPIDs = "www.example.com"
 	require.NoError(t, model.DB.Create(&model.PasskeyCredential{UserID: user.Id, CredentialID: "unknown-domain", PublicKey: "key"}).Error)
-	for _, locale := range []struct {
-		language, invalid, unavailable, removal string
-	}{
-		{"zh-CN", "通行密钥域名无效。请填写域名，不包含协议、端口、路径或通配符。", "此通行密钥域名无法在当前网站使用。请前往原网站或选择其他验证方式。", "请核对受影响的通行密钥并确认删除域名。配置或影响范围发生变化后，需要重新确认。"},
-		{"zh-TW", "通行金鑰網域無效。請填寫網域，不包含通訊協定、連接埠、路徑或萬用字元。", "此通行金鑰網域無法在目前網站使用。請前往原網站或選擇其他驗證方式。", "請核對受影響的通行金鑰並確認刪除網域。設定或影響範圍變更後，需要重新確認。"},
-		{"en", "Invalid Passkey domain. Enter a domain without a scheme, port, path or wildcard.", "This Passkey domain is not available on this website. Use its original website or another verification method.", "Review the affected Passkeys and confirm the domain removal. If the settings or impact have changed, confirmation is required again."},
-	} {
-		t.Run(locale.language, func(t *testing.T) {
+	const (
+		invalid     = "Invalid Passkey domain. Enter a domain without a scheme, port, path or wildcard."
+		unavailable = "This Passkey domain is not available on this website. Use its original website or another verification method."
+		removal     = "Review the affected Passkeys and confirm the domain removal. If the settings or impact have changed, confirmation is required again."
+	)
+	for _, language := range []string{"zh-CN", "zh-TW", "en"} {
+		t.Run(language, func(t *testing.T) {
 			for _, request := range []struct {
 				path, body, code, message string
 				handler                   gin.HandlerFunc
 			}{
-				{"/api/option/", `{"key":"passkey.rp_id","value":"localhost:3000"}`, "PASSKEY_RP_ID_INVALID", locale.invalid, UpdateOption},
-				{"/api/option/", `{"key":"passkey.legacy_rp_ids","value":"localhost:3001"}`, "PASSKEY_RP_ID_INVALID", locale.invalid, UpdateOption},
-				{"/api/option/", `{"key":"passkey.legacy_rp_ids","value":""}`, "PASSKEY_RP_ID_REMOVAL_CONFIRMATION_REQUIRED", locale.removal, UpdateOption},
-				{"/api/user/passkey/login/begin", `{"rp_id":"unconfigured.example.com"}`, "PASSKEY_RP_ID_UNAVAILABLE", locale.unavailable, PasskeyLoginBegin},
+				{"/api/option/", `{"key":"passkey.rp_id","value":"localhost:3000"}`, "PASSKEY_RP_ID_INVALID", invalid, UpdateOption},
+				{"/api/option/", `{"key":"passkey.legacy_rp_ids","value":"localhost:3001"}`, "PASSKEY_RP_ID_INVALID", invalid, UpdateOption},
+				{"/api/option/", `{"key":"passkey.legacy_rp_ids","value":""}`, "PASSKEY_RP_ID_REMOVAL_CONFIRMATION_REQUIRED", removal, UpdateOption},
+				{"/api/user/passkey/login/begin", `{"rp_id":"unconfigured.example.com"}`, "PASSKEY_RP_ID_UNAVAILABLE", unavailable, PasskeyLoginBegin},
 			} {
 				response := httptest.NewRecorder()
 				c, _ := gin.CreateTestContext(response)
@@ -690,7 +695,7 @@ func TestPasskeyDomainErrorsRespectRequestLanguage(t *testing.T) {
 					method = http.MethodPut
 				}
 				c.Request = httptest.NewRequest(method, request.path, strings.NewReader(request.body))
-				c.Request.Header.Set("Accept-Language", locale.language)
+				c.Request.Header.Set("Accept-Language", language)
 				c.Request.Header.Set("Origin", "https://example.com")
 				c.Set("id", user.Id)
 				c.Set("role", common.RoleRootUser)
@@ -705,6 +710,7 @@ func TestPasskeyDomainErrorsRespectRequestLanguage(t *testing.T) {
 				assert.False(t, result.Success)
 				assert.Equal(t, request.code, result.Code)
 				assert.Equal(t, request.message, result.Message)
+				assert.Equal(t, request.message, result.MessageKey)
 			}
 		})
 	}
diff --git a/controller/payment_compliance.go b/controller/payment_compliance.go
index 831e43a..d78093f 100644
--- a/controller/payment_compliance.go
+++ b/controller/payment_compliance.go
@@ -1,13 +1,11 @@
 package controller
 
 import (
-	"fmt"
 	"net/http"
 	"strconv"
 	"time"
 
 	"github.com/QuantumNous/new-api/common"
-	"github.com/QuantumNous/new-api/i18n"
 	"github.com/QuantumNous/new-api/logger"
 	"github.com/QuantumNous/new-api/model"
 	"github.com/QuantumNous/new-api/setting/operation_setting"
@@ -21,7 +19,7 @@ type PaymentComplianceRequest struct {
 
 func requirePaymentCompliance(c *gin.Context) bool {
 	if !operation_setting.IsPaymentComplianceConfirmed() {
-		common.ApiErrorI18n(c, i18n.MsgPaymentComplianceRequired)
+		common.ApiErrorT(c, "Payment, redemption, subscription, and invitation reward features are disabled. The administrator must confirm compliance terms before enabling them.")
 		return false
 	}
 	return true
@@ -38,11 +36,11 @@ func ConfirmPaymentCompliance(c *gin.Context) {
 
 	var req PaymentComplianceRequest
 	if err := common.DecodeJson(c.Request.Body, &req); err != nil {
-		common.ApiErrorMsg(c, "参数错误")
+		common.ApiErrorT(c, "Invalid parameters")
 		return
 	}
 	if !req.Confirmed {
-		common.ApiErrorMsg(c, "请确认合规声明")
+		common.ApiErrorT(c, "Please confirm the compliance statement")
 		return
 	}
 
@@ -65,7 +63,7 @@ func ConfirmPaymentCompliance(c *gin.Context) {
 		}
 	}
 
-	logger.LogInfo(c.Request.Context(), fmt.Sprintf(
+	logger.LogInfo(c.Request.Context(), common.LogText(
 		"payment compliance confirmed user_id=%d ip=%s terms_version=%s confirmed_at=%d",
 		userId,
 		clientIP,
diff --git a/controller/payment_webhook_availability_test.go b/controller/payment_webhook_availability_test.go
index 002428b..ab596d5 100644
--- a/controller/payment_webhook_availability_test.go
+++ b/controller/payment_webhook_availability_test.go
@@ -1,10 +1,19 @@
 package controller
 
 import (
+	"net/http"
+	"net/http/httptest"
+	"net/url"
+	"strings"
 	"testing"
 
+	"github.com/Calcium-Ion/go-epay/epay"
+	"github.com/QuantumNous/new-api/model"
 	"github.com/QuantumNous/new-api/setting"
 	"github.com/QuantumNous/new-api/setting/operation_setting"
+	"github.com/QuantumNous/new-api/setting/system_setting"
+	"github.com/gin-gonic/gin"
+	"github.com/stretchr/testify/assert"
 	"github.com/stretchr/testify/require"
 )
 
@@ -167,3 +176,110 @@ func TestEpayWebhookEnabledRequiresTopUpAndWebhookConfig(t *testing.T) {
 	operation_setting.PayMethods = nil
 	require.False(t, isEpayWebhookEnabled())
 }
+
+func TestEpayCallbacksVerifyBeforeSettlement(t *testing.T) {
+	confirmPaymentComplianceForTest(t)
+	originalPayAddress := operation_setting.PayAddress
+	originalEpayID := operation_setting.EpayId
+	originalEpayKey := operation_setting.EpayKey
+	originalPayMethods := operation_setting.PayMethods
+	originalServerAddress := system_setting.ServerAddress
+	originalDB := model.DB
+	t.Cleanup(func() {
+		operation_setting.PayAddress = originalPayAddress
+		operation_setting.EpayId = originalEpayID
+		operation_setting.EpayKey = originalEpayKey
+		operation_setting.PayMethods = originalPayMethods
+		system_setting.ServerAddress = originalServerAddress
+		model.DB = originalDB
+	})
+	operation_setting.PayAddress = "https://pay.example.com"
+	operation_setting.EpayId = "epay_id"
+	operation_setting.EpayKey = "test-key"
+	operation_setting.PayMethods = []map[string]string{{"type": "alipay"}}
+	system_setting.ServerAddress = "https://dashboard.example.com"
+	// Rejected callbacks and valid non-success events must never reach settlement.
+	// A nil database makes an accidental attempt to settle fail the test.
+	model.DB = nil
+	require.True(t, isEpayWebhookEnabled())
+
+	// Both ambiguous maps below had this same valid signing string in v0.0.4.
+	// This must fail because of parameter ambiguity, not a mismatched signature.
+	ambiguousSign := epay.MD5String("money=1.00&name=item&out_trade_no=other&out_trade_no=order&pid=epay_id&trade_status=TRADE_SUCCESS&type=alipay", "test-key")
+	pendingSign := epay.MD5String("money=1.00&name=item%26other&out_trade_no=order&pid=epay_id&trade_status=WAIT_BUYER_PAY&type=alipay", "test-key")
+	cases := []struct {
+		name         string
+		productName  string
+		tradeNo      string
+		status       string
+		sign         string
+		validPending bool
+	}{
+		{"separator in product name", "item&out_trade_no=other", "order", epay.StatusTradeSuccess, ambiguousSign, false},
+		{"separator in order number", "item", "other&out_trade_no=order", epay.StatusTradeSuccess, ambiguousSign, false},
+		{"invalid signature", "item", "order", epay.StatusTradeSuccess, "invalid", false},
+		{"missing signature", "item", "order", epay.StatusTradeSuccess, "", false},
+		{"valid pending with literal percent escape", "item%26other", "order", "WAIT_BUYER_PAY", pendingSign, true},
+	}
+	endpoints := []struct {
+		name             string
+		path             string
+		handler          gin.HandlerFunc
+		status           int
+		rejectedBody     string
+		pendingBody      string
+		rejectedLocation string
+		pendingLocation  string
+	}{
+		{
+			name: "topup notify", path: "/api/user/epay/notify", handler: EpayNotify,
+			status: http.StatusOK, rejectedBody: "fail", pendingBody: "success",
+		},
+		{
+			name: "subscription notify", path: "/api/subscription/epay/notify", handler: SubscriptionEpayNotify,
+			status: http.StatusOK, rejectedBody: "fail", pendingBody: "fail",
+		},
+		{
+			name: "subscription return", path: "/api/subscription/epay/return", handler: SubscriptionEpayReturn,
+			status:           http.StatusFound,
+			rejectedLocation: "https://dashboard.example.com/wallet?pay=fail",
+			pendingLocation:  "https://dashboard.example.com/wallet?pay=pending",
+		},
+	}
+	router := gin.New()
+	for _, endpoint := range endpoints {
+		router.Any(endpoint.path, endpoint.handler)
+	}
+	for _, endpoint := range endpoints {
+		for _, method := range []string{http.MethodGet, http.MethodPost} {
+			for _, tc := range cases {
+				t.Run(endpoint.name+"/"+method+"/"+tc.name, func(t *testing.T) {
+					params := url.Values{
+						"pid": {"epay_id"}, "type": {"alipay"}, "money": {"1.00"},
+						"name": {tc.productName}, "out_trade_no": {tc.tradeNo},
+						"trade_status": {tc.status}, "sign_type": {"MD5"},
+					}
+					if tc.sign != "" {
+						params.Set("sign", tc.sign)
+					}
+					request := httptest.NewRequest(method, endpoint.path+"?"+params.Encode(), nil)
+					if method == http.MethodPost {
+						request = httptest.NewRequest(method, endpoint.path, strings.NewReader(params.Encode()))
+						request.Header.Set("Content-Type", "application/x-www-form-urlencoded")
+					}
+					recorder := httptest.NewRecorder()
+					require.NotPanics(t, func() { router.ServeHTTP(recorder, request) })
+					assert.Equal(t, endpoint.status, recorder.Code)
+					wantBody, wantLocation := endpoint.rejectedBody, endpoint.rejectedLocation
+					if tc.validPending {
+						wantBody, wantLocation = endpoint.pendingBody, endpoint.pendingLocation
+					}
+					if wantBody != "" {
+						assert.Equal(t, wantBody, recorder.Body.String())
+					}
+					assert.Equal(t, wantLocation, recorder.Header().Get("Location"))
+				})
+			}
+		}
+	}
+}
diff --git a/controller/perf_metrics.go b/controller/perf_metrics.go
index feb99c6..5e2654a 100644
--- a/controller/perf_metrics.go
+++ b/controller/perf_metrics.go
@@ -4,6 +4,7 @@ import (
 	"net/http"
 	"strconv"
 
+	"github.com/QuantumNous/new-api/common"
 	perfmetrics "github.com/QuantumNous/new-api/pkg/perf_metrics"
 	"github.com/QuantumNous/new-api/setting/ratio_setting"
 
@@ -19,8 +20,13 @@ func GetPerfMetricsSummary(c *gin.Context) {
 		}
 	}
 
+	recentModels := c.QueryArray("recent_model")
+	if len(recentModels) > perfmetrics.MaxRecentModels {
+		common.ApiErrorStatus(c, http.StatusBadRequest, common.NewMessage("Invalid parameters"))
+		return
+	}
 	activeGroups := append(lo.Keys(ratio_setting.GetGroupRatioCopy()), "auto")
-	result, err := perfmetrics.QuerySummaryAll(hours, activeGroups)
+	result, err := perfmetrics.QuerySummaryAll(hours, activeGroups, recentModels...)
 	if err != nil {
 		c.JSON(http.StatusInternalServerError, gin.H{
 			"success": false,
diff --git a/controller/performance.go b/controller/performance.go
index 6932447..2fcad37 100644
--- a/controller/performance.go
+++ b/controller/performance.go
@@ -1,7 +1,6 @@
 package controller
 
 import (
-	"fmt"
 	"net/http"
 	"os"
 	"path/filepath"
@@ -149,30 +148,21 @@ func ClearDiskCache(c *gin.Context) {
 		return
 	}
 
-	c.JSON(http.StatusOK, gin.H{
-		"success": true,
-		"message": "不活跃的磁盘缓存已清理",
-	})
+	common.ApiSuccessT(c, "Inactive disk cache cleared", nil)
 }
 
 // ResetPerformanceStats 重置性能统计
 func ResetPerformanceStats(c *gin.Context) {
 	common.ResetDiskCacheStats()
 
-	c.JSON(http.StatusOK, gin.H{
-		"success": true,
-		"message": "统计信息已重置",
-	})
+	common.ApiSuccessT(c, "Statistics reset", nil)
 }
 
 // ForceGC 强制执行 GC
 func ForceGC(c *gin.Context) {
 	runtime.GC()
 
-	c.JSON(http.StatusOK, gin.H{
-		"success": true,
-		"message": "GC 已执行",
-	})
+	common.ApiSuccessT(c, "GC executed", nil)
 }
 
 // LogFileInfo 日志文件信息
@@ -337,11 +327,11 @@ func CleanupLogFiles(c *gin.Context) {
 	}
 
 	if len(failedFiles) > 0 {
-		c.JSON(http.StatusOK, gin.H{
-			"success": false,
-			"message": fmt.Sprintf("部分文件删除失败（%d/%d）", len(failedFiles), len(toDelete)),
-			"data":    result,
+		msg := common.NewMessage("Some files could not be deleted ({{failed}}/{{total}})", map[string]any{
+			"failed": len(failedFiles),
+			"total":  len(toDelete),
 		})
+		common.ApiErrorStatus(c, http.StatusOK, msg, gin.H{"data": result})
 		return
 	}
 
diff --git a/controller/playground.go b/controller/playground.go
index 1c9c8d3..3128516 100644
--- a/controller/playground.go
+++ b/controller/playground.go
@@ -4,6 +4,8 @@ import (
 	"errors"
 	"fmt"
 
+	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/i18n"
 	"github.com/QuantumNous/new-api/middleware"
 	"github.com/QuantumNous/new-api/model"
 	relaycommon "github.com/QuantumNous/new-api/relay/common"
@@ -18,14 +20,14 @@ func Playground(c *gin.Context) {
 	defer func() {
 		if newAPIError != nil {
 			c.JSON(newAPIError.StatusCode, gin.H{
-				"error": newAPIError.ToOpenAIError(),
+				"error": newAPIError.ToOpenAIError(common.UpstreamAddresses(c)...),
 			})
 		}
 	}()
 
 	useAccessToken := c.GetBool("use_access_token")
 	if useAccessToken {
-		newAPIError = types.NewError(errors.New("暂不支持使用 access token"), types.ErrorCodeAccessDenied, types.ErrOptionWithSkipRetry())
+		newAPIError = types.NewError(errors.New(i18n.T(c, i18n.MsgRelayAccessTokenUnsupported)), types.ErrorCodeAccessDenied, types.ErrOptionWithSkipRetry())
 		return
 	}
 
diff --git a/controller/plugin_protocol.go b/controller/plugin_protocol.go
index 7b9248a..d784bc6 100644
--- a/controller/plugin_protocol.go
+++ b/controller/plugin_protocol.go
@@ -42,8 +42,19 @@ type pluginProtocolBridgeDeps struct {
 	admissionTimeout   time.Duration
 	getByTaskId        func(int, string) (*model.Task, bool, error)
 	resolvePlugin      func(constant.TaskPlatform) (*pluginruntime.LoadedPlugin, *pluginruntime.RoutingGeneration, bool)
+	// imagePollInterval, pollTask and downloadImage serve the synchronous
+	// OpenAI Images protocol: an asynchronous upstream image task is polled
+	// inside the request, and b64_json responses download each image URL.
+	imagePollInterval time.Duration
+	pollTask          func(context.Context, *model.Task) error
+	downloadImage     func(url string) (mimeType string, base64Data string, err error)
 }
 
+// taskPluginImagePollInterval paces the in-request polling of asynchronous
+// image tasks. Legacy DashScope text-to-image jobs finish within tens of
+// seconds, so a short interval keeps the synchronous response prompt.
+const taskPluginImagePollInterval = 3 * time.Second
+
 func defaultPluginProtocolBridgeDeps() pluginProtocolBridgeDeps {
 	timeout := time.Duration(constant.TaskPluginProtocolTimeoutSeconds) * time.Second
 	if timeout <= 0 {
@@ -78,6 +89,9 @@ func defaultPluginProtocolBridgeDeps() pluginProtocolBridgeDeps {
 		admissionTimeout:   pluginruntime.DefaultCallTimeout,
 		getByTaskId:        model.GetByTaskId,
 		resolvePlugin:      resolveTaskPluginForProtocolRetrieve,
+		imagePollInterval:  taskPluginImagePollInterval,
+		pollTask:           pollTaskPluginImageTask,
+		downloadImage:      service.GetImageFromUrl,
 	}
 }
 
@@ -128,6 +142,15 @@ func (d pluginProtocolBridgeDeps) withDefaults() pluginProtocolBridgeDeps {
 	if d.resolvePlugin == nil {
 		d.resolvePlugin = defaults.resolvePlugin
 	}
+	if d.imagePollInterval <= 0 {
+		d.imagePollInterval = defaults.imagePollInterval
+	}
+	if d.pollTask == nil {
+		d.pollTask = defaults.pollTask
+	}
+	if d.downloadImage == nil {
+		d.downloadImage = defaults.downloadImage
+	}
 	return d
 }
 
@@ -189,7 +212,7 @@ func serveTaskPluginProtocol(
 			missing = true
 		}
 		if missing {
-			logger.LogError(c, "pinned task plugin does not support the requested protocol form")
+			logger.LogError(c, common.LogText("pinned task plugin does not support the requested protocol form"))
 			respondPluginProtocolError(c, http.StatusInternalServerError, "task_protocol_error", "Task protocol request failed")
 			return
 		}
@@ -270,7 +293,7 @@ func serveTaskPluginProtocol(
 	}
 	if relayInfoErr != nil {
 		err := relayInfoErr
-		logger.LogError(c, "build task protocol relay info failed: "+err.Error())
+		logger.LogError(c, common.LogText("build task protocol relay info failed: %s", err.Error()))
 		logger.LogDebug(c, "task_plugin subsystem=protocol event=bridge_failed generation=%d plugin=%q stage=relay_info reason=invalid_context", generation, pluginKey)
 		respondPluginProtocolError(c, http.StatusInternalServerError, "task_protocol_error", "Task protocol request failed")
 		return
@@ -304,7 +327,7 @@ func serveTaskPluginProtocol(
 	if outcome == nil || outcome.Task == nil || outcome.RelayInfo == nil ||
 		outcome.Task.UserId != relayInfo.UserId ||
 		outcome.Task.Platform != constant.TaskPlatform(pinned.Plugin.Meta.Key) {
-		logger.LogError(c, "task protocol submission returned an invalid durable outcome")
+		logger.LogError(c, common.LogText("task protocol submission returned an invalid durable outcome"))
 		logger.LogDebug(c, "task_plugin subsystem=protocol event=submission_failed generation=%d plugin=%q reason=invalid_durable_outcome", generation, pluginKey)
 		respondPluginProtocolError(c, http.StatusInternalServerError, "task_protocol_error", "Task protocol request failed")
 		return
@@ -342,7 +365,7 @@ func serveTaskPluginProtocol(
 		outcome.Task.PrivateData.ResponsesBackground = true
 		if outcome.Task.ID != 0 {
 			if err := model.DB.Model(outcome.Task).Update("private_data", outcome.Task.PrivateData).Error; err != nil {
-				logger.LogError(c, "persist task background flag failed: "+err.Error())
+				logger.LogError(c, common.LogText("persist task background flag failed: %s", err.Error()))
 			}
 		}
 		machine.SetBackground(true)
@@ -424,7 +447,7 @@ func streamTaskPluginProtocol(
 		if errors.Is(loadContextErr, context.DeadlineExceeded) &&
 			observationContext.Err() == nil &&
 			c.Request.Context().Err() == nil {
-			logger.LogWarn(c, fmt.Sprintf(
+			logger.LogWarn(c, common.LogText(
 				"task protocol database observation overloaded; plugin=%s task=%s",
 				pinned.Plugin.Meta.Key,
 				taskID,
@@ -459,7 +482,7 @@ func streamTaskPluginProtocol(
 				return
 			}
 			if loadErr != nil && !errors.Is(loadErr, context.Canceled) {
-				logger.LogError(c, "task protocol database observation failed")
+				logger.LogError(c, common.LogText("task protocol database observation failed"))
 			}
 			if c.Request.Context().Err() == nil {
 				logger.LogDebug(c, "task_plugin subsystem=protocol event=observation_failed generation=%d plugin=%q mode=stream stage=load reason=task_unavailable", generation, pluginKey)
@@ -485,32 +508,26 @@ func streamTaskPluginProtocol(
 		}
 		view, viewErr := service.BuildTaskPluginView(task)
 		if viewErr != nil {
-			logger.LogError(c, "build task protocol view failed: "+viewErr.Error())
+			logger.LogError(c, common.LogText("build task protocol view failed: %s", viewErr.Error()))
 			writeTaskPluginProtocolFailure(c, machine, lastStatus)
 			return
 		}
 		viewValue, viewErr := taskPluginProtocolJSONValue(view)
 		if viewErr != nil {
-			logger.LogError(c, "encode task protocol view failed: "+viewErr.Error())
+			logger.LogError(c, common.LogText("encode task protocol view failed: %s", viewErr.Error()))
 			writeTaskPluginProtocolFailure(c, machine, lastStatus)
 			return
 		}
 		hookStarted := deps.now()
 		rendererContext, contextErr := taskPluginProtocolRendererContext(protocolRequest, pinned, task, deps.artifactContentURL)
 		if contextErr != nil {
-			logger.LogError(c, "build task protocol renderer context failed")
+			logger.LogError(c, common.LogText("build task protocol renderer context failed"))
 			writeTaskPluginProtocolFailure(c, machine, lastStatus)
 			return
 		}
 		args := []any{rendererContext, viewValue}
 		if previous.Present {
-			previousValue, stateErr := previous.PluginValue()
-			if stateErr != nil {
-				logger.LogError(c, "decode task protocol state failed: "+stateErr.Error())
-				writeTaskPluginProtocolFailure(c, machine, lastStatus)
-				return
-			}
-			args = append(args, previousValue)
+			args = append(args, previous.PluginValue())
 		}
 		value, callErr := pinned.Plugin.Engine.CallPathWithAdmissionTimeout(observationContext, deps.admissionTimeout, "protocols", []string{pinned.Protocol, "renderEvents"}, args...)
 		hookElapsed := deps.now().Sub(hookStarted)
@@ -527,13 +544,13 @@ func streamTaskPluginProtocol(
 			}
 			if errors.Is(callErr, pluginruntime.ErrCallAdmissionTimeout) {
 				overloaded = true
-				logger.LogWarn(c, fmt.Sprintf(
+				logger.LogWarn(c, common.LogText(
 					"task protocol render hook overloaded; plugin=%s task=%s",
 					pinned.Plugin.Meta.Key,
 					taskID,
 				))
 			} else {
-				logger.LogError(c, "task protocol render hook failed")
+				logger.LogError(c, common.LogText("task protocol render hook failed"))
 				logger.LogDebug(
 					c,
 					"task_plugin subsystem=protocol event=observation_failed generation=%d plugin=%q mode=stream stage=render_events reason=hook_failed elapsed_ms=%d",
@@ -548,13 +565,13 @@ func streamTaskPluginProtocol(
 		if !overloaded {
 			result, decodeErr := relay.DecodePluginProtocolEventResult(value, deps.protocolLimits)
 			if decodeErr != nil {
-				logger.LogError(c, "task protocol render result invalid: "+decodeErr.Error())
+				logger.LogError(c, common.LogText("task protocol render result invalid: %s", decodeErr.Error()))
 				writeTaskPluginProtocolFailure(c, machine, lastStatus)
 				return
 			}
 			events, applyErr := machine.ApplyTick(result, lastStatus)
 			if applyErr != nil {
-				logger.LogError(c, "task protocol state transition failed: "+applyErr.Error())
+				logger.LogError(c, common.LogText("task protocol state transition failed: %s", applyErr.Error()))
 				writeTaskPluginProtocolFailure(c, machine, lastStatus)
 				return
 			}
@@ -590,7 +607,7 @@ func streamTaskPluginProtocol(
 			delay += deps.tickInterval
 		} else if hookElapsed > deps.tickInterval {
 			delay += deps.tickInterval
-			logger.LogWarn(c, fmt.Sprintf(
+			logger.LogWarn(c, common.LogText(
 				"task protocol render hook slow; plugin=%s task=%s elapsed_ms=%d",
 				pinned.Plugin.Meta.Key,
 				taskID,
@@ -675,7 +692,7 @@ func waitTaskPluginProtocol(
 			observationContext.Err() == nil &&
 			c.Request.Context().Err() == nil
 		if loadOverloaded {
-			logger.LogWarn(c, fmt.Sprintf(
+			logger.LogWarn(c, common.LogText(
 				"task protocol database observation overloaded; plugin=%s task=%s",
 				pinned.Plugin.Meta.Key,
 				taskID,
@@ -695,7 +712,7 @@ func waitTaskPluginProtocol(
 				return
 			}
 			if err != nil && !errors.Is(err, context.Canceled) {
-				logger.LogError(c, "task protocol database observation failed")
+				logger.LogError(c, common.LogText("task protocol database observation failed"))
 			}
 			if c.Request.Context().Err() == nil {
 				logger.LogDebug(c, "task_plugin subsystem=protocol event=observation_failed generation=%d plugin=%q mode=nonstream stage=load reason=task_unavailable", generation, pluginKey)
@@ -756,13 +773,13 @@ func waitTaskPluginProtocol(
 				}
 				if errors.Is(callErr, pluginruntime.ErrCallAdmissionTimeout) {
 					overloaded = true
-					logger.LogWarn(c, fmt.Sprintf(
+					logger.LogWarn(c, common.LogText(
 						"task protocol final hook overloaded; plugin=%s task=%s",
 						pinned.Plugin.Meta.Key,
 						taskID,
 					))
 				} else {
-					logger.LogError(c, "task protocol final hook failed")
+					logger.LogError(c, common.LogText("task protocol final hook failed"))
 					logger.LogDebug(
 						c,
 						"task_plugin subsystem=protocol event=observation_failed generation=%d plugin=%q mode=nonstream stage=render_final reason=hook_failed elapsed_ms=%d",
@@ -939,7 +956,7 @@ func retrieveTaskPluginResponse(c *gin.Context, deps pluginProtocolBridgeDeps) {
 
 	task, exists, err := deps.getByTaskId(userID, taskID)
 	if err != nil {
-		logger.LogError(c, "task protocol retrieve lookup failed")
+		logger.LogError(c, common.LogText("task protocol retrieve lookup failed"))
 		logger.LogDebug(c, "task_plugin subsystem=protocol event=retrieve_failed reason=lookup_error public_task_id=%q", taskID)
 		respondPluginProtocolError(c, http.StatusInternalServerError, "task_protocol_error", "Task protocol request failed")
 		return
@@ -948,6 +965,10 @@ func retrieveTaskPluginResponse(c *gin.Context, deps pluginProtocolBridgeDeps) {
 		writeTaskPluginResponseNotFound(c, responseID, "missing")
 		return
 	}
+	if !task.ResultRetrievable() {
+		writeTaskPluginResponseNotFound(c, responseID, "result_discarded")
+		return
+	}
 
 	plugin, generation, ok := deps.resolvePlugin(task.Platform)
 	if !ok || plugin == nil {
@@ -1039,7 +1060,7 @@ func retrieveTaskPluginResponse(c *gin.Context, deps pluginProtocolBridgeDeps) {
 		)
 	}
 	if renderErr != nil {
-		logger.LogError(c, "task protocol retrieve render failed")
+		logger.LogError(c, common.LogText("task protocol retrieve render failed"))
 		logger.LogDebug(
 			c,
 			"task_plugin subsystem=protocol event=retrieve_failed generation=%d plugin=%q public_task_id=%q stage=render_final elapsed_ms=%d",
@@ -1082,7 +1103,7 @@ func writeTaskPluginProtocolFailure(
 ) {
 	failed, err := machine.FailureEvent(taskStatus)
 	if err != nil {
-		logger.LogError(c, "task protocol failure event failed: "+err.Error())
+		logger.LogError(c, common.LogText("task protocol failure event failed: %s", err.Error()))
 		return
 	}
 	_ = writeTaskPluginProtocolEvent(c, failed)
@@ -1095,7 +1116,7 @@ func writeTaskPluginProtocolTimeout(
 ) {
 	incomplete, err := machine.TimeoutEvent(taskStatus)
 	if err != nil {
-		logger.LogError(c, "task protocol timeout event failed: "+err.Error())
+		logger.LogError(c, common.LogText("task protocol timeout event failed: %s", err.Error()))
 		return
 	}
 	_ = writeTaskPluginProtocolEvent(c, incomplete)
@@ -1109,7 +1130,7 @@ func writeTaskPluginProtocolFailureResponse(
 	if taskStatus == string(model.TaskStatusFailure) {
 		response, err := machine.FinalResponse(nil, taskStatus)
 		if err != nil {
-			logger.LogError(c, "task protocol terminal failure response failed: "+err.Error())
+			logger.LogError(c, common.LogText("task protocol terminal failure response failed: %s", err.Error()))
 			respondPluginProtocolError(c, http.StatusInternalServerError, "task_protocol_error", "Task protocol request failed")
 			return
 		}
@@ -1118,7 +1139,7 @@ func writeTaskPluginProtocolFailureResponse(
 	}
 	response, err := machine.FailureResponse(taskStatus)
 	if err != nil {
-		logger.LogError(c, "task protocol failure response failed: "+err.Error())
+		logger.LogError(c, common.LogText("task protocol failure response failed: %s", err.Error()))
 		respondPluginProtocolError(c, http.StatusInternalServerError, "task_protocol_error", "Task protocol request failed")
 		return
 	}
@@ -1132,23 +1153,21 @@ func writeTaskPluginProtocolTimeoutResponse(
 ) {
 	response, err := machine.TimeoutResponse(lastStatus)
 	if err != nil {
-		logger.LogError(c, "task protocol timeout response failed: "+err.Error())
+		logger.LogError(c, common.LogText("task protocol timeout response failed: %s", err.Error()))
 		respondPluginProtocolError(c, http.StatusInternalServerError, "task_protocol_error", "Task protocol request failed")
 		return
 	}
 	c.JSON(http.StatusOK, response)
 }
 
-func taskPluginProtocolJSONValue(value any) (any, error) {
-	encoded, err := common.Marshal(value)
+// taskPluginProtocolJSONValue encodes a task view for a hook, which receives
+// it parsed from the text.
+func taskPluginProtocolJSONValue(view dto.TaskView) (any, error) {
+	encoded, err := common.Marshal(view)
 	if err != nil {
 		return nil, err
 	}
-	var decoded any
-	if err = common.Unmarshal(encoded, &decoded); err != nil {
-		return nil, err
-	}
-	return decoded, nil
+	return pluginruntime.RawJSON(encoded), nil
 }
 
 func taskPluginProtocolRendererContext(
diff --git a/controller/plugin_protocol_image.go b/controller/plugin_protocol_image.go
new file mode 100644
index 0000000..7908e55
--- /dev/null
+++ b/controller/plugin_protocol_image.go
@@ -0,0 +1,260 @@
+package controller
+
+import (
+	"context"
+	"errors"
+	"fmt"
+	"net/http"
+	"strings"
+	"time"
+
+	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/constant"
+	"github.com/QuantumNous/new-api/dto"
+	"github.com/QuantumNous/new-api/logger"
+	"github.com/QuantumNous/new-api/model"
+	pluginruntime "github.com/QuantumNous/new-api/pkg/jsplugin"
+	"github.com/QuantumNous/new-api/relay"
+	relaycommon "github.com/QuantumNous/new-api/relay/common"
+	"github.com/QuantumNous/new-api/relaykit/types"
+	"github.com/QuantumNous/new-api/service"
+	"github.com/gin-gonic/gin"
+)
+
+// serveTaskPluginImageProtocol answers an OpenAI Images API request that a
+// task plugin claimed. The API is synchronous: the durable submission runs
+// first on a context that survives a client disconnect, an asynchronous
+// upstream task is then polled inside the request until it is terminal or the
+// protocol timeout elapses, and the plugin's render hook finally shapes the
+// OpenAI image response from the terminal task.
+func serveTaskPluginImageProtocol(c *gin.Context, pinned pluginruntime.PinnedEndpoint, deps pluginProtocolBridgeDeps) {
+	deps = deps.withDefaults()
+	requestValue, exists := c.Get(pluginruntime.ContextKeyProtocolRequest)
+	protocolRequest, ok := requestValue.(pluginruntime.ProtocolRequestContext)
+	if !exists || !ok || protocolRequest.Protocol != pinned.Protocol || pinned.Plugin == nil {
+		respondPluginProtocolError(c, http.StatusInternalServerError, "task_protocol_error", "Task protocol request failed")
+		return
+	}
+	clientRequest := c.Request
+	var relayInfo *relaycommon.RelayInfo
+	var relayInfoErr error
+	var outcome *taskSubmissionOutcome
+	var taskErr *dto.TaskError
+	// DashScope bills the images as soon as it accepts the upstream call. A
+	// client that gives up while the submission is in flight must not cancel
+	// that call, the task row, its settlement, or its consume log, so the
+	// submission runs on its own bounded context exactly like the Responses
+	// bridge. Only the in-request wait and the response write observe the
+	// client connection.
+	func() {
+		submissionContext, cancelSubmission := context.WithTimeout(
+			context.WithoutCancel(clientRequest.Context()),
+			deps.submissionTimeout,
+		)
+		c.Request = clientRequest.Clone(submissionContext)
+		defer func() {
+			c.Request = clientRequest
+			cancelSubmission()
+		}()
+
+		relayInfo, relayInfoErr = relaycommon.GenRelayInfo(c, types.RelayFormatTask, nil, nil)
+		if relayInfoErr != nil {
+			return
+		}
+		relayInfo.IsStream = false
+		relayInfo.OriginModelName = c.GetString("resolved_task_model")
+		if action := c.GetString("task_action"); action != "" {
+			relayInfo.Action = action
+		}
+		if taskErr = relay.ResolveOriginTask(c, relayInfo); taskErr != nil {
+			return
+		}
+		if taskErr = relay.ApplyOriginTaskAffinity(c, relayInfo); taskErr != nil {
+			return
+		}
+		outcome, taskErr = deps.submit(c, relayInfo)
+	}()
+	if clientRequest.Context().Err() != nil {
+		// The client is gone. A durable task keeps its settlement and consume
+		// log; an asynchronous one is finished by the background poller.
+		return
+	}
+	if relayInfoErr != nil {
+		logger.LogError(c, common.LogText("build task protocol relay info failed: %s", relayInfoErr.Error()))
+		respondPluginProtocolError(c, http.StatusInternalServerError, "task_protocol_error", "Task protocol request failed")
+		return
+	}
+	if taskErr != nil {
+		respondTaskPluginImageError(c, taskErr)
+		return
+	}
+	if outcome == nil || outcome.Task == nil || outcome.Task.Platform != constant.TaskPlatform(pinned.Plugin.Meta.Key) {
+		logger.LogError(c, common.LogText("task protocol submission returned an invalid durable outcome"))
+		respondPluginProtocolError(c, http.StatusInternalServerError, "task_protocol_error", "Task protocol request failed")
+		return
+	}
+	task := outcome.Task
+	if task.Status != model.TaskStatusSuccess && task.Status != model.TaskStatusFailure {
+		if taskErr = waitTaskPluginImageTask(c, task, deps); taskErr != nil {
+			if c.Request.Context().Err() == nil {
+				respondTaskPluginImageError(c, taskErr)
+			}
+			return
+		}
+	}
+	if task.Status == model.TaskStatusFailure {
+		reason := strings.TrimSpace(task.FailReason)
+		if reason == "" {
+			reason = "image generation failed"
+		}
+		// The fail reason comes from the upstream, so mask the channel address in it.
+		taskErr = service.TaskErrorWrapper(errors.New(reason), "image_generation_failed", http.StatusBadRequest, common.UpstreamAddresses(c)...)
+		taskErr.LocalError = true
+		respondTaskPluginImageError(c, taskErr)
+		return
+	}
+	view, err := service.BuildTaskPluginView(task)
+	if err != nil {
+		logger.LogError(c, common.LogText("build task protocol view failed: %s", err.Error()))
+		respondPluginProtocolError(c, http.StatusInternalServerError, "task_protocol_error", "Task protocol request failed")
+		return
+	}
+	viewValue, err := taskPluginProtocolJSONValue(view)
+	if err != nil {
+		logger.LogError(c, common.LogText("encode task protocol view failed: %s", err.Error()))
+		respondPluginProtocolError(c, http.StatusInternalServerError, "task_protocol_error", "Task protocol request failed")
+		return
+	}
+	payload, err := pinned.Plugin.Engine.CallPathWithAdmissionTimeout(c.Request.Context(), deps.admissionTimeout, "protocols", []string{pinned.Protocol, "render"}, protocolRequest.JSValue(), viewValue)
+	if err != nil {
+		logger.LogError(c, common.LogText("task protocol image render hook failed: %s", err.Error()))
+		respondPluginProtocolError(c, http.StatusInternalServerError, "task_protocol_error", "Task protocol request failed")
+		return
+	}
+	response, ok := payload.(map[string]any)
+	data, hasData := response["data"].([]any)
+	if !ok || !hasData {
+		logger.LogError(c, common.LogText("task protocol image render hook must return an object with a data array"))
+		respondPluginProtocolError(c, http.StatusInternalServerError, "task_protocol_error", "Task protocol request failed")
+		return
+	}
+	if _, present := response["created"]; !present {
+		createdAt := task.CreatedAt
+		if createdAt == 0 {
+			createdAt = task.SubmitTime
+		}
+		response["created"] = createdAt
+	}
+	// response_format is host-owned: the plugin renders upstream URLs and the
+	// host inlines each image when the client asked for Base64.
+	if taskPluginImageResponseFormat(protocolRequest) == "b64_json" {
+		for _, entry := range data {
+			item, isObject := entry.(map[string]any)
+			if !isObject {
+				continue
+			}
+			url, _ := item["url"].(string)
+			if existing, _ := item["b64_json"].(string); strings.TrimSpace(url) == "" || existing != "" {
+				continue
+			}
+			_, encoded, downloadErr := deps.downloadImage(url)
+			if downloadErr != nil {
+				logger.LogWarn(c, common.LogText("task protocol image download failed; returning the upstream URL instead of b64_json: %s", common.MaskSensitiveInfo(downloadErr.Error(), common.UpstreamAddresses(c)...)))
+				continue
+			}
+			item["b64_json"] = encoded
+		}
+	}
+	c.JSON(http.StatusOK, response)
+}
+
+// waitTaskPluginImageTask polls an asynchronous image task inside the client
+// request through the ordinary task polling path, so completion settles
+// billing exactly as the background poller would, until the task is terminal
+// or the protocol timeout elapses. A client disconnect stops waiting; the
+// background poller then finishes the durable task.
+func waitTaskPluginImageTask(c *gin.Context, task *model.Task, deps pluginProtocolBridgeDeps) *dto.TaskError {
+	ctx, cancel := context.WithTimeout(c.Request.Context(), deps.submissionTimeout)
+	defer cancel()
+	for {
+		timer := time.NewTimer(deps.imagePollInterval)
+		select {
+		case <-ctx.Done():
+			timer.Stop()
+			if errors.Is(ctx.Err(), context.DeadlineExceeded) && c.Request.Context().Err() == nil {
+				return service.TaskErrorWrapperLocal(fmt.Errorf("image generation is still running; task %s settles when it completes", task.TaskID), "task_timeout", http.StatusGatewayTimeout)
+			}
+			return service.TaskErrorWrapperLocal(ctx.Err(), "request_cancelled", http.StatusRequestTimeout)
+		case <-timer.C:
+		}
+		if err := deps.pollTask(ctx, task); err != nil {
+			logger.LogWarn(c, common.LogText("task protocol image poll failed for task %s: %s", task.TaskID, common.MaskSensitiveInfo(err.Error(), common.UpstreamAddresses(c)...)))
+			continue
+		}
+		if task.Status == model.TaskStatusSuccess || task.Status == model.TaskStatusFailure {
+			return nil
+		}
+	}
+}
+
+// pollTaskPluginImageTask runs one poll round for a single task through the
+// same code path as the scheduled task poller, including status CAS and
+// completion settlement.
+func pollTaskPluginImageTask(ctx context.Context, task *model.Task) error {
+	upstreamID := task.GetUpstreamTaskID()
+	if upstreamID == "" {
+		return errors.New("task has no upstream id")
+	}
+	return service.UpdateVideoTasks(ctx, task.Platform, map[int][]string{task.ChannelId: {upstreamID}}, map[string]*model.Task{upstreamID: task})
+}
+
+func taskPluginImageResponseFormat(request pluginruntime.ProtocolRequestContext) string {
+	body, ok := request.Body.(map[string]any)
+	if !ok {
+		return ""
+	}
+	switch body["kind"] {
+	case string(pluginruntime.BodyJSON):
+		value, _ := body["value"].(map[string]any)
+		format, _ := value["response_format"].(string)
+		return strings.TrimSpace(format)
+	case string(pluginruntime.BodyMultipart), string(pluginruntime.BodyForm):
+		fields, _ := body["fields"].(map[string][]string)
+		if values := fields["response_format"]; len(values) > 0 {
+			return strings.TrimSpace(values[0])
+		}
+	}
+	return ""
+}
+
+// respondTaskPluginImageError writes an OpenAI error envelope for the Images
+// API. DashScope failure bodies arrive as JSON {code, message}; their message
+// is surfaced so a client sees the vendor reason instead of raw JSON.
+func respondTaskPluginImageError(c *gin.Context, taskErr *dto.TaskError) {
+	service.RecordRequestPolicyTermination(c, taskSubmissionAPIError(taskErr))
+	status := http.StatusInternalServerError
+	if taskErr.StatusCode >= 400 && taskErr.StatusCode <= 599 {
+		status = taskErr.StatusCode
+	}
+	code := taskErr.Code
+	message := taskErr.Message
+	var upstream struct {
+		Code    string `json:"code"`
+		Message string `json:"message"`
+	}
+	if common.UnmarshalJsonStr(message, &upstream) == nil && strings.TrimSpace(upstream.Message) != "" {
+		message = upstream.Message
+		if strings.TrimSpace(upstream.Code) != "" {
+			code = upstream.Code
+		}
+	}
+	errorType := "new_api_error"
+	if status < http.StatusInternalServerError {
+		errorType = "invalid_request_error"
+	}
+	c.JSON(status, gin.H{"error": gin.H{
+		"message": common.MessageWithRequestId(message, c.GetString(common.RequestIdKey)),
+		"type":    errorType,
+		"code":    code,
+	}})
+}
diff --git a/controller/plugin_protocol_test.go b/controller/plugin_protocol_test.go
index ad4261e..d08fa48 100644
--- a/controller/plugin_protocol_test.go
+++ b/controller/plugin_protocol_test.go
@@ -3,6 +3,7 @@ package controller
 import (
 	"context"
 	"errors"
+	"fmt"
 	"io"
 	"net/http"
 	"net/http/httptest"
@@ -1122,6 +1123,29 @@ func TestRetrieveTaskPluginResponseEchoesOriginModelName(t *testing.T) {
 	assert.Equal(t, "alias-model", response["model"])
 }
 
+func TestRetrieveTaskPluginResponseHidesDiscardedResult(t *testing.T) {
+	pinned := compilePluginProtocolRetrieveEndpoint(t, "retrieve-discarded", `
+		export const protocols = {openai_responses: {
+			renderEvents: function() { throw new Error("discarded retrieve called renderEvents"); },
+			renderFinal: function() { throw new Error("discarded retrieve called renderFinal"); }
+		}};
+	`, pluginruntime.Options{})
+	c, recorder := newPluginProtocolRetrieveContext("resp_retrieve_discarded")
+	deps := pluginProtocolRetrieveDeps(pinned, &model.Task{
+		TaskID:      "task_retrieve_discarded",
+		Platform:    constant.TaskPlatform(pinned.Plugin.Meta.Key),
+		UserId:      71,
+		Status:      model.TaskStatusSuccess,
+		PrivateData: model.TaskPrivateData{ResultDiscarded: true},
+		CreatedAt:   1_710_000_000,
+	}, true, nil)
+
+	retrieveTaskPluginResponse(c, deps)
+
+	assert.Equal(t, http.StatusNotFound, recorder.Code)
+	assert.Contains(t, recorder.Body.String(), `"not_found"`)
+}
+
 func TestRetrieveTaskPluginResponseSuccessRendersFinal(t *testing.T) {
 	logs := make([]string, 0, 1)
 	pinned := compilePluginProtocolRetrieveEndpoint(t, "retrieve-success", `
@@ -1579,3 +1603,267 @@ func pluginProtocolRetrieveDeps(pinned pluginruntime.PinnedEndpoint, task *model
 	}
 	return deps
 }
+
+const imageProtocolTestPlugin = `
+export const meta = {apiVersion:1,key:"image-bridge",name:"Image Bridge",version:"1.0.0",author:{name:"Test"},models:["image-model"],fetchMode:"per_task",protocols:["openai_image"]};
+export function buildSubmitRequest(ctx){return {url:ctx.baseUrl+"/images"};}
+export function parseSubmitResponse(ctx,resp){return {taskId:"vendor"};}
+export function buildQueryRequest(){return {url:"https://provider.example"};}
+export function parseTaskResult(){return {status:"SUCCESS"};}
+export const protocols = {openai_image: {
+  decodeRequest: function(ctx) { return {kind:"submit", model: ctx.model, requestBody: ctx.body.value}; },
+  render: function(ctx, task) {
+    const data = (task.data && task.data.images || []).map(function(url) { return {url: url}; });
+    return {data: data, vendor: "test"};
+  },
+}};
+`
+
+func imageProtocolTestEndpoint(t *testing.T) pluginruntime.PinnedEndpoint {
+	t.Helper()
+	engine, err := pluginruntime.Compile(imageProtocolTestPlugin, pluginruntime.Options{Key: "image-bridge", Version: "1.0.0", Concurrency: 1})
+	require.NoError(t, err)
+	return pluginruntime.PinnedEndpoint{
+		Generation: &pluginruntime.RoutingGeneration{Number: 7},
+		Plugin:     &pluginruntime.LoadedPlugin{Meta: pluginruntime.Meta{Key: "image-bridge", Version: "1.0.0", Protocols: []pluginruntime.ProtocolClaim{{Name: pluginruntime.ProtocolOpenAIImage}}}, Engine: engine},
+		Protocol:   pluginruntime.ProtocolOpenAIImage,
+		Operation:  pluginruntime.HostProtocolOperation{Name: "generate", Methods: []string{http.MethodPost}, Path: "/v1/images/generations", BodyKinds: []pluginruntime.BodyKind{pluginruntime.BodyJSON}, ModelField: "model"},
+		Model:      "image-model",
+	}
+}
+
+func newImageProtocolTestContext(responseFormat string) (*gin.Context, *httptest.ResponseRecorder) {
+	recorder := httptest.NewRecorder()
+	c, _ := gin.CreateTestContext(recorder)
+	c.Request = httptest.NewRequest(http.MethodPost, "/v1/images/generations", strings.NewReader(`{}`))
+	common.SetContextKey(c, constant.ContextKeyUserId, 71)
+	common.SetContextKey(c, constant.ContextKeyTokenId, 81)
+	common.SetContextKey(c, constant.ContextKeyUsingGroup, "default")
+	c.Set("resolved_task_model", "image-model")
+	value := map[string]any{"model": "image-model", "prompt": "a cat", "n": 2}
+	if responseFormat != "" {
+		value["response_format"] = responseFormat
+	}
+	c.Set(pluginruntime.ContextKeyProtocolRequest, pluginruntime.ProtocolRequestContext{
+		RouteRequestContext: pluginruntime.RouteRequestContext{Path: "/v1/images/generations", Method: http.MethodPost, Params: map[string]string{}, Query: map[string][]string{}, Body: map[string]any{"kind": "json", "value": value}, RequestBody: value},
+		Protocol:            pluginruntime.ProtocolOpenAIImage,
+		Operation:           "generate",
+		Model:               "image-model",
+	})
+	return c, recorder
+}
+
+func imageProtocolTestOutcome(info *relaycommon.RelayInfo, status model.TaskStatus, images ...string) *taskSubmissionOutcome {
+	task := &model.Task{TaskID: "task_image", Platform: constant.TaskPlatform("image-bridge"), UserId: info.UserId, ChannelId: 3, Status: status, CreatedAt: 1_710_000_000}
+	task.PrivateData.UpstreamTaskID = "vendor"
+	if len(images) > 0 {
+		task.SetData(map[string]any{"images": images})
+	}
+	return &taskSubmissionOutcome{Result: &relay.TaskSubmitResult{}, Task: task, RelayInfo: info}
+}
+
+// The OpenAI Images protocol answers synchronously: an immediate result is
+// rendered by the plugin, `created` is host-filled, and response_format
+// b64_json inlines each URL while keeping the URL.
+func TestServeTaskPluginImageProtocolRendersImmediateResultAndInlinesBase64(t *testing.T) {
+	for _, tc := range []struct {
+		name, responseFormat string
+		downloadErr          error
+		wantB64              []any
+	}{
+		{"url", "", nil, []any{nil, nil}},
+		{"b64_json", "b64_json", nil, []any{"QUFB", "QUFB"}},
+		{"b64_json download failure keeps the URL", "b64_json", errors.New("blocked"), []any{nil, nil}},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			pinned := imageProtocolTestEndpoint(t)
+			c, recorder := newImageProtocolTestContext(tc.responseFormat)
+			deps := pluginProtocolTestDeps()
+			downloads := 0
+			deps.downloadImage = func(url string) (string, string, error) {
+				downloads++
+				if tc.downloadErr != nil {
+					return "", "", tc.downloadErr
+				}
+				return "image/png", "QUFB", nil
+			}
+			deps.submit = func(_ *gin.Context, info *relaycommon.RelayInfo) (*taskSubmissionOutcome, *dto.TaskError) {
+				return imageProtocolTestOutcome(info, model.TaskStatusSuccess, "https://cdn.example/1.png", "https://cdn.example/2.png"), nil
+			}
+			serveTaskPluginImageProtocol(c, pinned, deps)
+			require.Equal(t, http.StatusOK, recorder.Code, recorder.Body.String())
+			var response map[string]any
+			require.NoError(t, common.Unmarshal(recorder.Body.Bytes(), &response))
+			assert.Equal(t, float64(1_710_000_000), response["created"])
+			assert.Equal(t, "test", response["vendor"], "plugin fields are preserved")
+			data, ok := response["data"].([]any)
+			require.True(t, ok)
+			require.Len(t, data, 2)
+			for index, entry := range data {
+				item := entry.(map[string]any)
+				assert.Equal(t, fmt.Sprintf("https://cdn.example/%d.png", index+1), item["url"])
+				assert.Equal(t, tc.wantB64[index], item["b64_json"])
+			}
+			if tc.responseFormat == "b64_json" {
+				assert.Equal(t, 2, downloads)
+			} else {
+				assert.Zero(t, downloads)
+			}
+		})
+	}
+}
+
+// An asynchronous vendor task is polled inside the request until it is
+// terminal; a failure and the protocol timeout become OpenAI error envelopes
+// while the durable task stays with the background poller.
+func TestServeTaskPluginImageProtocolWaitsForAsynchronousTask(t *testing.T) {
+	for _, tc := range []struct {
+		name        string
+		terminal    model.TaskStatus
+		wantStatus  int
+		wantCode    string
+		wantMessage string
+	}{
+		{"success", model.TaskStatusSuccess, http.StatusOK, "", ""},
+		{"failure", model.TaskStatusFailure, http.StatusBadRequest, "image_generation_failed", "DataInspectionFailed"},
+		{"timeout", "", http.StatusGatewayTimeout, "task_timeout", "still running"},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			pinned := imageProtocolTestEndpoint(t)
+			c, recorder := newImageProtocolTestContext("")
+			common.SetContextKey(c, constant.ContextKeyChannelBaseUrl, "https://private.example.com")
+			deps := pluginProtocolTestDeps()
+			deps.imagePollInterval = time.Millisecond
+			deps.submissionTimeout = 50 * time.Millisecond
+			polls := 0
+			deps.pollTask = func(_ context.Context, task *model.Task) error {
+				polls++
+				if polls == 1 {
+					return errors.New("transient poll failure")
+				}
+				if polls < 3 || tc.terminal == "" {
+					return nil
+				}
+				task.Status = tc.terminal
+				task.FailReason = "DataInspectionFailed: see https://private.example.com/jobs/1"
+				task.SetData(map[string]any{"images": []string{"https://cdn.example/polled.png"}})
+				return nil
+			}
+			deps.submit = func(_ *gin.Context, info *relaycommon.RelayInfo) (*taskSubmissionOutcome, *dto.TaskError) {
+				return imageProtocolTestOutcome(info, model.TaskStatusSubmitted), nil
+			}
+			serveTaskPluginImageProtocol(c, pinned, deps)
+			require.Equal(t, tc.wantStatus, recorder.Code, recorder.Body.String())
+			var response map[string]any
+			require.NoError(t, common.Unmarshal(recorder.Body.Bytes(), &response))
+			if tc.wantStatus == http.StatusOK {
+				assert.GreaterOrEqual(t, polls, 3)
+				assert.Equal(t, []any{map[string]any{"url": "https://cdn.example/polled.png"}}, response["data"])
+				return
+			}
+			errorBody := response["error"].(map[string]any)
+			assert.Equal(t, tc.wantCode, errorBody["code"])
+			assert.Contains(t, errorBody["message"], tc.wantMessage)
+			assert.NotContains(t, errorBody["message"], "private.example.com")
+		})
+	}
+}
+
+// Submission failures use the OpenAI error envelope and surface a DashScope
+// {code, message} failure body as a readable vendor message.
+func TestServeTaskPluginImageProtocolSubmissionErrorUsesOpenAIEnvelope(t *testing.T) {
+	pinned := imageProtocolTestEndpoint(t)
+	c, recorder := newImageProtocolTestContext("")
+	deps := pluginProtocolTestDeps()
+	deps.submit = func(*gin.Context, *relaycommon.RelayInfo) (*taskSubmissionOutcome, *dto.TaskError) {
+		return nil, service.TaskErrorWrapper(errors.New(`{"code":"InvalidParameter","message":"n must be 1","request_id":"r"}`), "fail_to_fetch_task", http.StatusBadRequest)
+	}
+	serveTaskPluginImageProtocol(c, pinned, deps)
+	require.Equal(t, http.StatusBadRequest, recorder.Code)
+	var response map[string]any
+	require.NoError(t, common.Unmarshal(recorder.Body.Bytes(), &response))
+	errorBody := response["error"].(map[string]any)
+	assert.Equal(t, "InvalidParameter", errorBody["code"])
+	assert.Equal(t, "invalid_request_error", errorBody["type"])
+	assert.Contains(t, errorBody["message"], "n must be 1")
+	assert.NotContains(t, errorBody["message"], "request_id")
+}
+
+// A synchronous image submission is billable the moment DashScope accepts it.
+// A client that disconnects while the upstream call is in flight must not
+// cancel that call or refund a durable result: the task row, its settlement
+// and its consume log stay, and nothing is written to the closed connection.
+func TestServeTaskPluginImageProtocolDisconnectDuringSubmissionKeepsDurableSettlement(t *testing.T) {
+	events := make([]string, 0, 3)
+	database := setupTaskSubmissionDatabase(t, true, &events)
+	previousLogConsumeEnabled := common.LogConsumeEnabled
+	common.LogConsumeEnabled = false
+	t.Cleanup(func() { common.LogConsumeEnabled = previousLogConsumeEnabled })
+
+	pinned := imageProtocolTestEndpoint(t)
+	c, recorder := newImageProtocolTestContext("")
+	c.Set(pluginruntime.ContextKeyPinnedEndpoint, pinned)
+	requestContext, cancel := context.WithCancel(c.Request.Context())
+	c.Request = c.Request.WithContext(requestContext)
+	billing := &taskSubmissionTestBilling{events: &events}
+	submitStarted := make(chan struct{})
+	releaseSubmit := make(chan struct{})
+	done := make(chan struct{})
+	polls := 0
+
+	deps := pluginProtocolTestDeps()
+	deps.pollTask = func(context.Context, *model.Task) error {
+		polls++
+		return nil
+	}
+	deps.submit = func(c *gin.Context, info *relaycommon.RelayInfo) (*taskSubmissionOutcome, *dto.TaskError) {
+		info.Billing = billing
+		info.TaskRelayInfo.PublicTaskID = "task_image_disconnect"
+		info.TaskRelayInfo.LockedChannel = &model.Channel{Id: 1, Type: constant.ChannelTypeTaskPlugin, Name: "image-bridge"}
+		info.ChannelMeta = &relaycommon.ChannelMeta{ChannelId: 1, ChannelType: constant.ChannelTypeTaskPlugin}
+		return executeTaskSubmissionWith(c, info, func(c *gin.Context, _ *relaycommon.RelayInfo) (*relay.TaskSubmitResult, *dto.TaskError) {
+			close(submitStarted)
+			<-releaseSubmit
+			// The upstream call runs on the request context: a context that
+			// followed the client would abort here and refund.
+			if requestErr := c.Request.Context().Err(); requestErr != nil {
+				return nil, service.TaskErrorWrapperLocal(requestErr, "request_cancelled", http.StatusRequestTimeout)
+			}
+			return &relay.TaskSubmitResult{
+				UpstreamTaskID: "task_image_disconnect",
+				Platform:       constant.TaskPlatform(pinned.Plugin.Meta.Key),
+				Quota:          7,
+				TaskData:       []byte(`{"images":["https://cdn.example/1.png"]}`),
+				Immediate:      &relaycommon.TaskInfo{Status: model.TaskStatusSuccess, Progress: "100%"},
+			}, nil
+		})
+	}
+
+	go func() {
+		defer close(done)
+		serveTaskPluginImageProtocol(c, pinned, deps)
+	}()
+	select {
+	case <-submitStarted:
+	case <-time.After(2 * time.Second):
+		require.FailNow(t, "submission did not start")
+	}
+	cancel()
+	close(releaseSubmit)
+	select {
+	case <-done:
+	case <-time.After(2 * time.Second):
+		require.FailNow(t, "detached submission did not finish")
+	}
+
+	assert.Equal(t, []string{"reserve", "insert", "settle"}, events)
+	assert.Zero(t, billing.refunds)
+	var persisted model.Task
+	require.NoError(t, database.Where("task_id = ?", "task_image_disconnect").First(&persisted).Error)
+	assert.Equal(t, model.TaskStatus(model.TaskStatusSuccess), persisted.Status)
+	assert.Equal(t, 7, persisted.Quota)
+	assert.True(t, persisted.PrivateData.ResultDiscarded, "the inline image result is not retained after the barrier")
+	assert.Zero(t, polls, "an immediate result is never polled")
+	assert.False(t, c.Writer.Written())
+	assert.Empty(t, recorder.Body.String())
+}
diff --git a/controller/prefill_group.go b/controller/prefill_group.go
index 3c990da..5a73363 100644
--- a/controller/prefill_group.go
+++ b/controller/prefill_group.go
@@ -28,7 +28,7 @@ func CreatePrefillGroup(c *gin.Context) {
 		return
 	}
 	if g.Name == "" || g.Type == "" {
-		common.ApiErrorMsg(c, "组名称和类型不能为空")
+		common.ApiErrorT(c, "Group name and type cannot be empty")
 		return
 	}
 	// 创建前检查名称
@@ -36,7 +36,7 @@ func CreatePrefillGroup(c *gin.Context) {
 		common.ApiError(c, err)
 		return
 	} else if dup {
-		common.ApiErrorMsg(c, "组名称已存在")
+		common.ApiErrorT(c, "Group name already exists")
 		return
 	}
 
@@ -55,7 +55,7 @@ func UpdatePrefillGroup(c *gin.Context) {
 		return
 	}
 	if g.Id == 0 {
-		common.ApiErrorMsg(c, "缺少组 ID")
+		common.ApiErrorT(c, "Missing group ID")
 		return
 	}
 	// 名称冲突检查
@@ -63,7 +63,7 @@ func UpdatePrefillGroup(c *gin.Context) {
 		common.ApiError(c, err)
 		return
 	} else if dup {
-		common.ApiErrorMsg(c, "组名称已存在")
+		common.ApiErrorT(c, "Group name already exists")
 		return
 	}
 
diff --git a/controller/pricing.go b/controller/pricing.go
index cf104f7..36157fe 100644
--- a/controller/pricing.go
+++ b/controller/pricing.go
@@ -114,22 +114,13 @@ func ResetModelRatio(c *gin.Context) {
 	defaultStr := ratio_setting.DefaultModelRatio2JSONString()
 	err := model.UpdateOption("ModelRatio", defaultStr)
 	if err != nil {
-		c.JSON(200, gin.H{
-			"success": false,
-			"message": err.Error(),
-		})
+		common.ApiError(c, err)
 		return
 	}
 	err = ratio_setting.UpdateModelRatioByJSONString(defaultStr)
 	if err != nil {
-		c.JSON(200, gin.H{
-			"success": false,
-			"message": err.Error(),
-		})
+		common.ApiError(c, err)
 		return
 	}
-	c.JSON(200, gin.H{
-		"success": true,
-		"message": "重置模型倍率成功",
-	})
+	common.ApiSuccessT(c, "Model ratios reset", nil)
 }
diff --git a/controller/ratio_config.go b/controller/ratio_config.go
index 163dc2f..8e05d17 100644
--- a/controller/ratio_config.go
+++ b/controller/ratio_config.go
@@ -3,6 +3,7 @@ package controller
 import (
 	"net/http"
 
+	"github.com/QuantumNous/new-api/common"
 	"github.com/QuantumNous/new-api/setting/billing_setting"
 	"github.com/QuantumNous/new-api/setting/ratio_setting"
 
@@ -11,10 +12,7 @@ import (
 
 func GetRatioConfig(c *gin.Context) {
 	if !ratio_setting.IsExposeRatioEnabled() {
-		c.JSON(http.StatusForbidden, gin.H{
-			"success": false,
-			"message": "倍率配置接口未启用",
-		})
+		common.ApiErrorStatus(c, http.StatusForbidden, common.NewMessage("The ratio config API is not enabled"))
 		return
 	}
 
diff --git a/controller/ratio_sync.go b/controller/ratio_sync.go
index a2cc630..29abb31 100644
--- a/controller/ratio_sync.go
+++ b/controller/ratio_sync.go
@@ -211,8 +211,8 @@ func modelPricingSyncValues(data map[string]any, name string) map[string]any {
 func FetchUpstreamRatios(c *gin.Context) {
 	var req dto.UpstreamRequest
 	if err := c.ShouldBindJSON(&req); err != nil {
-		common.SysError("failed to bind upstream request: " + err.Error())
-		c.JSON(http.StatusBadRequest, gin.H{"success": false, "message": "请求参数格式错误"})
+		common.SysError(common.LogText("failed to bind upstream request: %s", err.Error()))
+		common.ApiErrorStatus(c, http.StatusBadRequest, common.NewMessage("Invalid request parameter format"))
 		return
 	}
 
@@ -239,8 +239,8 @@ func FetchUpstreamRatios(c *gin.Context) {
 		}
 		dbChannels, err := model.GetChannelsByIds(intIds)
 		if err != nil {
-			logger.LogError(c.Request.Context(), "failed to query channels: "+err.Error())
-			c.JSON(http.StatusInternalServerError, gin.H{"success": false, "message": "查询渠道失败"})
+			logger.LogError(c.Request.Context(), common.LogText("failed to query channels: %s", err.Error()))
+			common.ApiErrorStatus(c, http.StatusInternalServerError, common.NewMessage("Failed to query channels"))
 			return
 		}
 		for _, ch := range dbChannels {
@@ -256,7 +256,7 @@ func FetchUpstreamRatios(c *gin.Context) {
 	}
 
 	if len(upstreams) == 0 {
-		c.JSON(http.StatusOK, gin.H{"success": false, "message": "无有效上游渠道"})
+		common.ApiErrorT(c, "No valid upstream channel")
 		return
 	}
 
@@ -268,7 +268,7 @@ func FetchUpstreamRatios(c *gin.Context) {
 	dialer := &net.Dialer{Timeout: 10 * time.Second}
 	transport := &http.Transport{MaxIdleConns: 100, IdleConnTimeout: 90 * time.Second, TLSHandshakeTimeout: 10 * time.Second, ExpectContinueTimeout: 1 * time.Second, ResponseHeaderTimeout: 10 * time.Second}
 	if common.TLSInsecureSkipVerify {
-		transport.TLSClientConfig = common.InsecureTLSConfig
+		transport.TLSClientConfig = common.InsecureTLSConfig.Clone()
 	}
 	transport.DialContext = func(ctx context.Context, network, addr string) (net.Conn, error) {
 		host, _, err := net.SplitHostPort(addr)
@@ -322,7 +322,7 @@ func FetchUpstreamRatios(c *gin.Context) {
 
 			httpReq, err := http.NewRequestWithContext(ctx, http.MethodGet, fullURL, nil)
 			if err != nil {
-				logger.LogWarn(c.Request.Context(), "build request failed: "+err.Error())
+				logger.LogWarn(c.Request.Context(), common.LogText("build request failed: %s", err.Error()))
 				ch <- upstreamResult{Name: uniqueName, Err: err.Error()}
 				return
 			}
@@ -360,25 +360,25 @@ func FetchUpstreamRatios(c *gin.Context) {
 				time.Sleep(time.Duration(200*(1<<attempt)) * time.Millisecond)
 			}
 			if lastErr != nil {
-				logger.LogWarn(c.Request.Context(), "http error on "+chItem.Name+": "+lastErr.Error())
+				logger.LogWarn(c.Request.Context(), common.LogText("http error on %s: %s", chItem.Name, lastErr.Error()))
 				ch <- upstreamResult{Name: uniqueName, Err: lastErr.Error()}
 				return
 			}
 			defer resp.Body.Close()
 			if resp.StatusCode != http.StatusOK {
-				logger.LogWarn(c.Request.Context(), "non-200 from "+chItem.Name+": "+resp.Status)
+				logger.LogWarn(c.Request.Context(), common.LogText("non-200 from %s: %s", chItem.Name, resp.Status))
 				ch <- upstreamResult{Name: uniqueName, Err: resp.Status}
 				return
 			}
 
 			// Content-Type 和响应体大小校验
 			if ct := resp.Header.Get("Content-Type"); ct != "" && !strings.Contains(strings.ToLower(ct), "application/json") {
-				logger.LogWarn(c.Request.Context(), "unexpected content-type from "+chItem.Name+": "+ct)
+				logger.LogWarn(c.Request.Context(), common.LogText("unexpected content-type from %s: %s", chItem.Name, ct))
 			}
 			limited := io.LimitReader(resp.Body, maxRatioConfigBytes)
 			bodyBytes, err := io.ReadAll(limited)
 			if err != nil {
-				logger.LogWarn(c.Request.Context(), "read response failed from "+chItem.Name+": "+err.Error())
+				logger.LogWarn(c.Request.Context(), common.LogText("read response failed from %s: %s", chItem.Name, err.Error()))
 				ch <- upstreamResult{Name: uniqueName, Err: err.Error()}
 				return
 			}
@@ -387,7 +387,7 @@ func FetchUpstreamRatios(c *gin.Context) {
 			if isOpenRouter {
 				converted, err := convertOpenRouterToRatioData(bytes.NewReader(bodyBytes))
 				if err != nil {
-					logger.LogWarn(c.Request.Context(), "OpenRouter parse failed from "+chItem.Name+": "+err.Error())
+					logger.LogWarn(c.Request.Context(), common.LogText("OpenRouter parse failed from %s: %s", chItem.Name, err.Error()))
 					ch <- upstreamResult{Name: uniqueName, Err: err.Error()}
 					return
 				}
@@ -399,7 +399,7 @@ func FetchUpstreamRatios(c *gin.Context) {
 			if isModelsDev {
 				converted, err := convertModelsDevToRatioData(bytes.NewReader(bodyBytes))
 				if err != nil {
-					logger.LogWarn(c.Request.Context(), "models.dev parse failed from "+chItem.Name+": "+err.Error())
+					logger.LogWarn(c.Request.Context(), common.LogText("models.dev parse failed from %s: %s", chItem.Name, err.Error()))
 					ch <- upstreamResult{Name: uniqueName, Err: err.Error()}
 					return
 				}
@@ -417,7 +417,7 @@ func FetchUpstreamRatios(c *gin.Context) {
 			}
 
 			if err := common.DecodeJson(bytes.NewReader(bodyBytes), &body); err != nil {
-				logger.LogWarn(c.Request.Context(), "json decode failed from "+chItem.Name+": "+err.Error())
+				logger.LogWarn(c.Request.Context(), common.LogText("json decode failed from %s: %s", chItem.Name, err.Error()))
 				ch <- upstreamResult{Name: uniqueName, Err: err.Error()}
 				return
 			}
@@ -462,8 +462,8 @@ func FetchUpstreamRatios(c *gin.Context) {
 				BillingExpr          string   `json:"billing_expr"`
 			}
 			if err := common.Unmarshal(body.Data, &pricingItems); err != nil {
-				logger.LogWarn(c.Request.Context(), "unrecognized data format from "+chItem.Name+": "+err.Error())
-				ch <- upstreamResult{Name: uniqueName, Err: "无法解析上游返回数据"}
+				logger.LogWarn(c.Request.Context(), common.LogText("unrecognized data format from %s: %s", chItem.Name, err.Error()))
+				ch <- upstreamResult{Name: uniqueName, Err: "failed to parse the upstream response"}
 				return
 			}
 
diff --git a/controller/redemption.go b/controller/redemption.go
index a3c8dce..79fbb95 100644
--- a/controller/redemption.go
+++ b/controller/redemption.go
@@ -1,13 +1,11 @@
 package controller
 
 import (
-	"errors"
 	"net/http"
 	"strconv"
 	"unicode/utf8"
 
 	"github.com/QuantumNous/new-api/common"
-	"github.com/QuantumNous/new-api/i18n"
 	"github.com/QuantumNous/new-api/logger"
 	"github.com/QuantumNous/new-api/model"
 	"github.com/QuantumNous/new-api/setting/operation_setting"
@@ -64,7 +62,7 @@ func GetRedemption(c *gin.Context) {
 
 func AddRedemption(c *gin.Context) {
 	if !operation_setting.IsPaymentComplianceConfirmed() {
-		common.ApiErrorI18n(c, i18n.MsgPaymentComplianceRequired)
+		common.ApiErrorT(c, "Payment, redemption, subscription, and invitation reward features are disabled. The administrator must confirm compliance terms before enabling them.")
 		return
 	}
 
@@ -75,27 +73,27 @@ func AddRedemption(c *gin.Context) {
 		return
 	}
 	if utf8.RuneCountInString(redemption.Name) == 0 || utf8.RuneCountInString(redemption.Name) > 20 {
-		common.ApiErrorI18n(c, i18n.MsgRedemptionNameLength)
+		common.ApiErrorT(c, "Redemption code name length must be between 1-20")
 		return
 	}
 	if redemption.Count <= 0 {
-		common.ApiErrorI18n(c, i18n.MsgRedemptionCountPositive)
+		common.ApiErrorT(c, "Redemption code count must be greater than 0")
 		return
 	}
 	if redemption.Count > 100 {
-		common.ApiErrorI18n(c, i18n.MsgRedemptionCountMax)
+		common.ApiErrorT(c, "Maximum 100 redemption codes can be generated at once")
 		return
 	}
 	if redemption.Quota <= 0 {
-		common.ApiError(c, errors.New("redemption quota must be positive"))
+		common.ApiErrorT(c, "Redemption quota must be positive")
 		return
 	}
 	if err := common.ValidateWalletQuota(redemption.Quota); err != nil {
 		common.ApiError(c, err)
 		return
 	}
-	if valid, msg := validateExpiredTime(c, redemption.ExpiredTime); !valid {
-		c.JSON(http.StatusOK, gin.H{"success": false, "message": msg})
+	if err := validateExpiredTime(redemption.ExpiredTime); err != nil {
+		common.ApiError(c, err)
 		return
 	}
 	var keys []string
@@ -111,12 +109,8 @@ func AddRedemption(c *gin.Context) {
 		}
 		err = cleanRedemption.Insert()
 		if err != nil {
-			common.SysError("failed to insert redemption: " + err.Error())
-			c.JSON(http.StatusOK, gin.H{
-				"success": false,
-				"message": i18n.T(c, i18n.MsgRedemptionCreateFailed),
-				"data":    keys,
-			})
+			common.SysError(common.LogText("failed to insert redemption: %s", err.Error()))
+			common.ApiErrorStatus(c, http.StatusOK, common.NewMessage("Failed to create redemption code, please try again later"), gin.H{"data": keys})
 			return
 		}
 		keys = append(keys, key)
@@ -124,7 +118,7 @@ func AddRedemption(c *gin.Context) {
 	recordManageAudit(c, "redemption.create", map[string]any{
 		"name":  redemption.Name,
 		"count": redemption.Count,
-		"quota": logger.LogQuota(redemption.Quota),
+		"quota": logger.FormatQuota(redemption.Quota),
 	})
 	c.JSON(http.StatusOK, gin.H{
 		"success": true,
@@ -163,15 +157,15 @@ func UpdateRedemption(c *gin.Context) {
 	}
 	if statusOnly == "" {
 		if redemption.Quota <= 0 {
-			common.ApiError(c, errors.New("redemption quota must be positive"))
+			common.ApiErrorT(c, "Redemption quota must be positive")
 			return
 		}
 		if err := common.ValidateWalletQuota(redemption.Quota); err != nil {
 			common.ApiError(c, err)
 			return
 		}
-		if valid, msg := validateExpiredTime(c, redemption.ExpiredTime); !valid {
-			c.JSON(http.StatusOK, gin.H{"success": false, "message": msg})
+		if err := validateExpiredTime(redemption.ExpiredTime); err != nil {
+			common.ApiError(c, err)
 			return
 		}
 		// If you add more fields, please also update redemption.Update()
@@ -209,11 +203,11 @@ func DeleteInvalidRedemption(c *gin.Context) {
 	return
 }
 
-func validateExpiredTime(c *gin.Context, expired int64) (bool, string) {
+func validateExpiredTime(expired int64) error {
 	if expired != 0 && expired < common.GetTimestamp() {
-		return false, i18n.T(c, i18n.MsgRedemptionExpireTimeInvalid)
+		return common.NewMessage("Expiration time cannot be earlier than current time")
 	}
-	return true, ""
+	return nil
 }
 
 func DeleteRedemptionBatch(c *gin.Context) {
@@ -221,7 +215,7 @@ func DeleteRedemptionBatch(c *gin.Context) {
 		Ids []int `json:"ids" binding:"required,min=1,max=1000,dive,gt=0"`
 	}
 	if err := c.ShouldBindJSON(&request); err != nil {
-		common.ApiErrorI18n(c, i18n.MsgInvalidParams)
+		common.ApiErrorT(c, "Invalid parameters")
 		return
 	}
 	count, err := model.BatchDeleteRedemptions(request.Ids)
diff --git a/controller/relay.go b/controller/relay.go
index 5619cd5..ae21fc8 100644
--- a/controller/relay.go
+++ b/controller/relay.go
@@ -12,6 +12,7 @@ import (
 	"github.com/QuantumNous/new-api/common"
 	"github.com/QuantumNous/new-api/constant"
 	taskdto "github.com/QuantumNous/new-api/dto"
+	"github.com/QuantumNous/new-api/i18n"
 	"github.com/QuantumNous/new-api/logger"
 	"github.com/QuantumNous/new-api/middleware"
 	"github.com/QuantumNous/new-api/model"
@@ -126,7 +127,7 @@ func Relay(c *gin.Context, relayFormat types.RelayFormat) {
 	defer func() {
 		if newAPIError != nil {
 			service.RecordRequestPolicyTermination(c, newAPIError)
-			logger.LogError(c, fmt.Sprintf("relay error: %s", common.LocalLogPreview(newAPIError.Error())))
+			logger.LogError(c, common.LogText("relay error: %s", common.LocalLogPreview(newAPIError.Error())))
 			if c.GetBool("response_guard_error_sent") {
 				return
 			}
@@ -311,7 +312,7 @@ func Relay(c *gin.Context, relayFormat types.RelayFormat) {
 
 	useChannel := c.GetStringSlice("use_channel")
 	if len(useChannel) > 1 {
-		retryLogStr := fmt.Sprintf("重试：%s", strings.Trim(strings.Join(strings.Fields(fmt.Sprint(useChannel)), "->"), "[]"))
+		retryLogStr := common.LogText("retry: %s", strings.Trim(strings.Join(strings.Fields(fmt.Sprint(useChannel)), "->"), "[]"))
 		logger.LogInfo(c, retryLogStr)
 	}
 }
@@ -391,10 +392,10 @@ func getChannel(c *gin.Context, info *relaycommon.RelayInfo, retryParam *service
 	}
 	channel, selectGroup, err := service.CacheGetRandomSatisfiedChannel(retryParam)
 	if err != nil {
-		return nil, types.NewError(fmt.Errorf("获取分组 %s 下模型 %s 的可用渠道失败（retry）: %s", selectGroup, info.OriginModelName, err.Error()), types.ErrorCodeGetChannelFailed, types.ErrOptionWithSkipRetry())
+		return nil, types.NewError(errors.New(i18n.T(c, i18n.MsgRelayRetryGetChannelFailed, map[string]any{"Group": selectGroup, "Model": info.OriginModelName, "Error": err.Error()})), types.ErrorCodeGetChannelFailed, types.ErrOptionWithSkipRetry())
 	}
 	if channel == nil {
-		return nil, types.NewError(fmt.Errorf("分组 %s 下模型 %s 的可用渠道不存在（retry）", selectGroup, info.OriginModelName), types.ErrorCodeGetChannelFailed, types.ErrOptionWithSkipRetry())
+		return nil, types.NewError(errors.New(i18n.T(c, i18n.MsgRelayRetryNoAvailableChannel, map[string]any{"Group": selectGroup, "Model": info.OriginModelName})), types.ErrorCodeGetChannelFailed, types.ErrOptionWithSkipRetry())
 	}
 
 	info.PriceData.GroupRatioInfo = helper.HandleGroupRatio(c, info)
@@ -476,7 +477,7 @@ func RelayMidjourney(c *gin.Context) {
 		policy.Successful = false
 		statusCode := http.StatusBadRequest
 		if mjErr.Code == 30 {
-			mjErr.Result = "当前分组负载已饱和，请稍后再试，或升级账户以提升服务质量。"
+			mjErr.Result = i18n.T(c, i18n.MsgRelayGroupSaturated)
 			statusCode = http.StatusTooManyRequests
 		}
 		c.JSON(statusCode, gin.H{
@@ -485,7 +486,7 @@ func RelayMidjourney(c *gin.Context) {
 			"code":        mjErr.Code,
 		})
 		channelId := c.GetInt("channel_id")
-		logger.LogError(c, fmt.Sprintf("relay error (channel #%d, status code %d): %s", channelId, statusCode, fmt.Sprintf("%s %s", mjErr.Description, mjErr.Result)))
+		logger.LogError(c, common.LogText("relay error (channel #%d, status code %d): %s", channelId, statusCode, fmt.Sprintf("%s %s", mjErr.Description, mjErr.Result)))
 	}
 }
 
@@ -538,11 +539,14 @@ func RelayTaskPluginEndpoint(c *gin.Context, fallback gin.HandlerFunc) {
 		})
 		return
 	}
-	if pinned.Protocol != "openai_responses" {
+	switch pinned.Protocol {
+	case "openai_responses":
+		serveTaskPluginProtocol(c, pinned, defaultPluginProtocolBridgeDeps())
+	case pluginruntime.ProtocolOpenAIImage:
+		serveTaskPluginImageProtocol(c, pinned, defaultPluginProtocolBridgeDeps())
+	default:
 		fallback(c)
-		return
 	}
-	serveTaskPluginProtocol(c, pinned, defaultPluginProtocolBridgeDeps())
 }
 
 func RelayTaskFetch(c *gin.Context) {
@@ -715,7 +719,7 @@ func executeTaskSubmissionWith(
 
 	useChannel := c.GetStringSlice("use_channel")
 	if len(useChannel) > 1 {
-		retryLogStr := fmt.Sprintf("重试：%s", strings.Trim(strings.Join(strings.Fields(fmt.Sprint(useChannel)), "->"), "[]"))
+		retryLogStr := common.LogText("retry: %s", strings.Trim(strings.Join(strings.Fields(fmt.Sprint(useChannel)), "->"), "[]"))
 		logger.LogInfo(c, retryLogStr)
 	}
 
@@ -740,7 +744,7 @@ func executeTaskSubmissionWith(
 		stage = "reserve"
 		diagnostics.reserve("reserve_start", result.Quota)
 		if reserveErr := relayInfo.Billing.Reserve(result.Quota); reserveErr != nil {
-			common.SysError("reserve adjusted task billing error: " + reserveErr.Error())
+			common.SysError(common.LogText("reserve adjusted task billing error: %s", reserveErr.Error()))
 			taskErr = service.TaskErrorWrapperLocal(errors.New("insufficient quota for adjusted task cost"), string(types.ErrorCodeInsufficientUserQuota), http.StatusForbidden)
 			diagnostics.failed("reserve", "insufficient_quota", taskErr, false)
 			return nil, taskErr
@@ -790,9 +794,36 @@ func executeTaskSubmissionWith(
 			task.PrivateData.ResultURL = taskcommon.BuildProxyURL(task.TaskID)
 		}
 	}
+	// A native submit route may declare retainResult: false. It applies only
+	// to immediate terminal results: the client receives the complete response
+	// once, the upstream snapshot is never persisted, and the task is not
+	// retrievable afterwards. An asynchronous result on such a route keeps its
+	// snapshot because polling and retrieval need it. The OpenAI Images
+	// protocol delivers its images inline in the same HTTP response, so its
+	// immediate results follow the same rule; an asynchronous image task is
+	// expected there and is polled inside the request.
+	var insertOmits []string
+	immediateTerminal := result.Immediate != nil && (result.Immediate.Status == model.TaskStatusSuccess || result.Immediate.Status == model.TaskStatusFailure)
+	if pinnedValue, exists := c.Get(pluginruntime.ContextKeyPinnedRoute); exists {
+		pinned, ok := pinnedValue.(pluginruntime.PinnedRoute)
+		if ok && pinned.Route.RetainResult != nil && !*pinned.Route.RetainResult {
+			if immediateTerminal {
+				task.PrivateData.ResultDiscarded = true
+				insertOmits = append(insertOmits, "data")
+			} else {
+				logger.LogWarn(c, common.LogText("task plugin route %s %s declares retainResult: false but returned an asynchronous result; retaining task %s", pinned.Route.Method, pinned.Route.Path, task.TaskID))
+			}
+		}
+	}
+	if pinnedValue, exists := c.Get(pluginruntime.ContextKeyPinnedEndpoint); exists && immediateTerminal {
+		if pinned, ok := pinnedValue.(pluginruntime.PinnedEndpoint); ok && pinned.Protocol == pluginruntime.ProtocolOpenAIImage {
+			task.PrivateData.ResultDiscarded = true
+			insertOmits = append(insertOmits, "data")
+		}
+	}
 	diagnostics.insertStart(task)
-	if insertErr := task.InsertWithContext(c.Request.Context()); insertErr != nil {
-		common.SysError("insert task error: " + insertErr.Error())
+	if insertErr := task.InsertWithContext(c.Request.Context(), insertOmits...); insertErr != nil {
+		common.SysError(common.LogText("insert task error: %s", insertErr.Error()))
 		taskErr = service.TaskErrorWrapperLocal(errors.New("failed to persist task"), "task_insert_failed", http.StatusInternalServerError)
 		diagnostics.failed("insert", "database_error", taskErr, false)
 		return nil, taskErr
@@ -803,7 +834,7 @@ func executeTaskSubmissionWith(
 	diagnostics.settleStart(task, result.Quota)
 
 	if settleErr := service.SettleBilling(c, relayInfo, result.Quota); settleErr != nil {
-		common.SysError("settle task billing error: " + settleErr.Error())
+		common.SysError(common.LogText("settle task billing error: %s", settleErr.Error()))
 		taskErr = service.TaskErrorWrapperLocal(errors.New("failed to settle task billing"), "task_billing_settlement_failed", http.StatusInternalServerError)
 		diagnostics.failed("settle", "billing_error", taskErr, true)
 		return nil, taskErr
@@ -841,13 +872,13 @@ func presentTaskSubmission(c *gin.Context, outcome *taskSubmissionOutcome) {
 						c.JSON(http.StatusOK, body)
 						return
 					} else {
-						logger.LogError(c, "task plugin native submit presenter failed: "+callErr.Error())
+						logger.LogError(c, common.LogText("task plugin native submit presenter failed: %s", callErr.Error()))
 					}
 				} else {
-					logger.LogError(c, "encode task plugin native submit view failed: "+valueErr.Error())
+					logger.LogError(c, common.LogText("encode task plugin native submit view failed: %s", valueErr.Error()))
 				}
 			} else {
-				logger.LogError(c, "build task plugin native submit view failed: "+err.Error())
+				logger.LogError(c, common.LogText("build task plugin native submit view failed: %s", err.Error()))
 			}
 		}
 	}
@@ -884,7 +915,7 @@ func respondTaskSubmissionError(c *gin.Context, taskErr *taskdto.TaskError) {
 // respondTaskError 统一输出 Task 错误响应（含 429 限流提示改写）
 func respondTaskError(c *gin.Context, taskErr *taskdto.TaskError) {
 	if taskErr.StatusCode == http.StatusTooManyRequests {
-		taskErr.Message = "当前分组上游负载已饱和，请稍后再试"
+		taskErr.Message = i18n.T(c, i18n.MsgRelayGroupUpstreamSaturated)
 	}
 	c.JSON(taskErr.StatusCode, taskErr)
 }
diff --git a/controller/relay_client_error_test.go b/controller/relay_client_error_test.go
index e7eea07..cfb1efb 100644
--- a/controller/relay_client_error_test.go
+++ b/controller/relay_client_error_test.go
@@ -11,10 +11,10 @@ import (
 )
 
 func TestClientFacingOpenAIErrorHidesUpstreamDetails(t *testing.T) {
-	err := types.NewOpenAIError(errors.New("provider.example.invalid provider secret failure"), types.ErrorCodeBadResponseStatusCode, http.StatusBadGateway)
+	err := types.NewOpenAIError(errors.New("upstream.example.invalid provider secret failure"), types.ErrorCodeBadResponseStatusCode, http.StatusBadGateway)
 	got := clientFacingOpenAIError(err, true, "local-request-id")
 
-	if strings.Contains(got.Message, "example-provider") || strings.Contains(got.Message, "provider secret") {
+	if strings.Contains(got.Message, "upstream.example") || strings.Contains(got.Message, "provider secret") {
 		t.Fatalf("upstream details leaked: %q", got.Message)
 	}
 	if !strings.Contains(got.Message, "local-request-id") {
@@ -26,10 +26,10 @@ func TestClientFacingOpenAIErrorHidesUpstreamDetails(t *testing.T) {
 }
 
 func TestClientFacingClaudeErrorHidesUpstreamDetails(t *testing.T) {
-	err := types.NewOpenAIError(errors.New("provider.example.invalid provider secret failure"), types.ErrorCodeBadResponseStatusCode, http.StatusBadGateway)
+	err := types.NewOpenAIError(errors.New("upstream.example.invalid provider secret failure"), types.ErrorCodeBadResponseStatusCode, http.StatusBadGateway)
 	got := clientFacingClaudeError(err, true, "local-request-id")
 
-	if strings.Contains(got.Message, "example-provider") || strings.Contains(got.Message, "provider secret") {
+	if strings.Contains(got.Message, "upstream.example") || strings.Contains(got.Message, "provider secret") {
 		t.Fatalf("upstream details leaked: %q", got.Message)
 	}
 	if !strings.Contains(got.Message, "local-request-id") {
diff --git a/controller/relay_log_privacy_test.go b/controller/relay_log_privacy_test.go
index 27680ee..e20f103 100644
--- a/controller/relay_log_privacy_test.go
+++ b/controller/relay_log_privacy_test.go
@@ -7,7 +7,7 @@ import (
 
 func TestPublicUpstreamErrorContent(t *testing.T) {
 	got := publicUpstreamErrorContent(502)
-	if strings.Contains(got, "example-provider") || strings.Contains(got, "provider") || strings.Contains(got, "upstream") {
+	if strings.Contains(got, "private-vendor") || strings.Contains(got, "provider") || strings.Contains(got, "upstream") {
 		t.Fatalf("upstream details leaked: %q", got)
 	}
 	if !strings.Contains(got, "status_code=502") || !strings.Contains(got, publicUpstreamErrorMessage) {
diff --git a/controller/relay_task_plugin_test.go b/controller/relay_task_plugin_test.go
index a9971ff..3e0139a 100644
--- a/controller/relay_task_plugin_test.go
+++ b/controller/relay_task_plugin_test.go
@@ -233,6 +233,75 @@ func TestExecuteTaskSubmissionPersistsPinnedPluginProvenance(t *testing.T) {
 	assert.Equal(t, "upstream-private", stored.PrivateData.UpstreamTaskID)
 }
 
+// A submit route declaring retainResult: false persists the task row for
+// billing but never writes the upstream snapshot for an immediate terminal
+// result, while the in-memory task still carries it for the presenter. An
+// asynchronous result on the same route is retained because polling and
+// retrieval depend on it.
+func TestExecuteTaskSubmissionHonorsRouteRetainResult(t *testing.T) {
+	retainFalse := false
+	for _, tc := range []struct {
+		name          string
+		immediate     *relaycommon.TaskInfo
+		wantDiscarded bool
+	}{
+		{"immediate success is discarded", &relaycommon.TaskInfo{Status: model.TaskStatusSuccess, Progress: "100%"}, true},
+		{"immediate failure is discarded", &relaycommon.TaskInfo{Status: model.TaskStatusFailure, Reason: "rejected"}, true},
+		{"asynchronous result is retained", nil, false},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			events := make([]string, 0, 3)
+			database, _ := openTaskDialectDatabase(t, &model.Task{}, &model.User{}, &model.Channel{})
+			previousDB := model.DB
+			model.DB = database
+			t.Cleanup(func() { model.DB = previousDB })
+			previousLogConsumeEnabled := common.LogConsumeEnabled
+			common.LogConsumeEnabled = false
+			t.Cleanup(func() { common.LogConsumeEnabled = previousLogConsumeEnabled })
+
+			c := taskSubmissionTestContext()
+			c.Set(pluginruntime.ContextKeyPinnedRoute, pluginruntime.PinnedRoute{
+				Plugin: &pluginruntime.LoadedPlugin{Meta: pluginruntime.Meta{Key: "sync-images"}},
+				Route:  pluginruntime.Route{Method: http.MethodPost, Path: "/sync/images", Type: pluginruntime.RouteTypeSubmit, RetainResult: &retainFalse},
+			})
+			info := taskSubmissionRelayInfo(&taskSubmissionTestBilling{events: &events})
+			upstream := []byte(`{"data":[{"url":"https://cdn.example/a.png"}]}`)
+
+			outcome, taskErr := executeTaskSubmissionWith(c, info, func(*gin.Context, *relaycommon.RelayInfo) (*relay.TaskSubmitResult, *dto.TaskError) {
+				return &relay.TaskSubmitResult{
+					UpstreamTaskID: "task_public",
+					Platform:       constant.TaskPlatform("sync-images"),
+					TaskData:       upstream,
+					Immediate:      tc.immediate,
+				}, nil
+			})
+			require.Nil(t, taskErr)
+			require.NotNil(t, outcome)
+			assert.JSONEq(t, string(upstream), string(outcome.Task.Data), "presenter keeps the in-memory snapshot")
+			assert.Equal(t, tc.wantDiscarded, outcome.Task.PrivateData.ResultDiscarded)
+			assert.Equal(t, !tc.wantDiscarded, outcome.Task.ResultRetrievable())
+
+			var stored model.Task
+			require.NoError(t, database.Where("task_id = ?", "task_public").First(&stored).Error)
+			assert.Equal(t, tc.wantDiscarded, stored.PrivateData.ResultDiscarded)
+			var nullCount int64
+			require.NoError(t, database.Model(&model.Task{}).Where("task_id = ? AND data IS NULL", "task_public").Count(&nullCount).Error)
+			if tc.wantDiscarded {
+				assert.Equal(t, int64(1), nullCount, "snapshot column must stay NULL")
+				artifacts, err := projectTaskArtifacts(&stored)
+				require.NoError(t, err)
+				assert.Empty(t, artifacts)
+			} else {
+				assert.Equal(t, int64(0), nullCount)
+				assert.JSONEq(t, string(upstream), string(stored.Data))
+			}
+			listed := model.TaskGetAllUserTask(1, 0, 10, model.SyncTaskQueryParams{})
+			require.Len(t, listed, 1)
+			assert.Empty(t, listed[0].Data, "task lists never select the snapshot column")
+		})
+	}
+}
+
 func TestExecuteTaskSubmissionRefundsCancellationBeforeDurableBarrier(t *testing.T) {
 	events := make([]string, 0, 2)
 	setupTaskSubmissionDatabase(t, true, &events)
@@ -357,17 +426,21 @@ func TestExecuteTaskSubmissionDisconnectAfterDurableInsertDoesNotRefund(t *testi
 	assert.False(t, c.Writer.Written())
 }
 
+// setupTaskSubmissionDatabase opens the dialect selected by
+// TEST_TASK_DB_DIALECT (SQLite in memory by default) and records every task
+// INSERT in events so tests can assert the reserve → insert → settle order.
+// Without migrate the task table does not exist and inserts fail.
 func setupTaskSubmissionDatabase(t *testing.T, migrate bool, events *[]string) *gorm.DB {
 	t.Helper()
 	previousDB := model.DB
-	database, err := gorm.Open(sqlite.Open(":memory:"), &gorm.Config{})
-	require.NoError(t, err)
+	var models []any
+	if migrate {
+		models = append(models, &model.Task{})
+	}
+	database, _ := openTaskDialectDatabase(t, models...)
 	require.NoError(t, database.Callback().Create().Before("gorm:create").Register("test:task-submit-order", func(*gorm.DB) {
 		*events = append(*events, "insert")
 	}))
-	if migrate {
-		require.NoError(t, database.AutoMigrate(&model.Task{}))
-	}
 	model.DB = database
 	t.Cleanup(func() { model.DB = previousDB })
 	return database
@@ -398,7 +471,13 @@ func taskSubmissionRelayInfo(billing relaycommon.BillingSettler) *relaycommon.Re
 // and consume log. Set TEST_TASK_DB_DIALECT plus TEST_MYSQL_DSN or
 // TEST_POSTGRES_DSN to exercise the same contract on an external test database.
 // Unique table prefixes keep the fixture isolated from all existing tables.
-func TestImmediateTaskSettlementDatabase(t *testing.T) {
+// openTaskDialectDatabase opens the engine selected by TEST_TASK_DB_DIALECT
+// (default SQLite in memory; MySQL and PostgreSQL through TEST_MYSQL_DSN and
+// TEST_POSTGRES_DSN) with a unique table prefix, migrates the given models and
+// drops them on cleanup. It logs the engine version so database verification
+// runs leave a record.
+func openTaskDialectDatabase(t *testing.T, models ...any) (*gorm.DB, common.DatabaseType) {
+	t.Helper()
 	dialect := common.DatabaseType(os.Getenv("TEST_TASK_DB_DIALECT"))
 	var driver gorm.Dialector
 	switch dialect {
@@ -420,7 +499,6 @@ func TestImmediateTaskSettlementDatabase(t *testing.T) {
 	require.NoError(t, err)
 	sqlDB.SetMaxOpenConns(1)
 	t.Cleanup(func() { _ = sqlDB.Close() })
-	models := []any{&model.User{}, &model.Channel{}, &model.Task{}, &model.Log{}}
 	require.NoError(t, db.AutoMigrate(models...))
 	t.Cleanup(func() { require.NoError(t, db.Migrator().DropTable(models...)) })
 	var version string
@@ -430,6 +508,11 @@ func TestImmediateTaskSettlementDatabase(t *testing.T) {
 		require.NoError(t, db.Raw("SELECT version()").Scan(&version).Error)
 	}
 	t.Logf("database: %s %s", dialect, version)
+	return db, dialect
+}
+
+func TestImmediateTaskSettlementDatabase(t *testing.T) {
+	db, dialect := openTaskDialectDatabase(t, &model.User{}, &model.Channel{}, &model.Task{}, &model.Log{})
 	oldDB, oldLogDB := model.DB, model.LOG_DB
 	oldMain, oldLog := common.MainDatabaseType(), common.LogDatabaseType()
 	oldRedis, oldMemory, oldBatch, oldConsume, oldExport := common.RedisEnabled, common.MemoryCacheEnabled, common.BatchUpdateEnabled, common.LogConsumeEnabled, common.DataExportEnabled
diff --git a/controller/responses_websocket.go b/controller/responses_websocket.go
index b33e4fa..4c1bdb9 100644
--- a/controller/responses_websocket.go
+++ b/controller/responses_websocket.go
@@ -4,7 +4,6 @@ import (
 	"bytes"
 	"context"
 	"errors"
-	"fmt"
 	"net"
 	"net/http"
 	"sync"
@@ -107,7 +106,7 @@ func newResponsesWSRequestRunner(c *gin.Context) relay.ResponsesWSRequestRunner
 		if common.Unmarshal(response.body.Bytes(), &body) == nil && body.Error != nil {
 			return types.WithOpenAIError(*body.Error, response.status, types.ErrOptionWithSkipRetry(), types.ErrOptionWithNoRecordErrorLog())
 		}
-		// The existing in-memory rate limiter returns a bare 429 response.
+		// A rejection without an OpenAI error body keeps its HTTP status text.
 		return types.NewErrorWithStatusCode(errors.New(http.StatusText(response.status)), types.ErrorCodeInvalidRequest, response.status, types.ErrOptionWithSkipRetry(), types.ErrOptionWithNoRecordErrorLog())
 	}
 }
@@ -122,8 +121,8 @@ func ResponsesWebSocket(c *gin.Context) {
 	defer ws.Close()
 
 	if apiError := relay.ResponsesWebSocketHelper(c, ws, runner); apiError != nil {
-		logger.LogError(c, fmt.Sprintf("responses websocket relay error: %s", common.LocalLogPreview(apiError.Error())))
+		logger.LogError(c, common.LogText("responses websocket relay error: %s", common.LocalLogPreview(apiError.Error())))
 		apiError.SetMessage(common.MessageWithRequestId(apiError.Error(), requestID))
-		helper.WssError(c, ws, apiError.ToOpenAIError())
+		helper.WssError(c, ws, apiError.ToOpenAIError(common.UpstreamAddresses(c)...))
 	}
 }
diff --git a/controller/responses_websocket_test.go b/controller/responses_websocket_test.go
index a5fc60d..00304e2 100644
--- a/controller/responses_websocket_test.go
+++ b/controller/responses_websocket_test.go
@@ -6,7 +6,6 @@ import (
 	"errors"
 	"fmt"
 	"io"
-	"net"
 	"net/http"
 	"net/http/httptest"
 	"os"
@@ -310,6 +309,7 @@ func TestResponsesWSRequestRunnerRejectsRevokedCredentials(t *testing.T) {
 }
 
 func TestResponsesWSRequestRunnerUsesExistingMemoryRateLimit(t *testing.T) {
+	require.NoError(t, i18n.Init())
 	_, token := setupResponsesWSRequestTest(t)
 	setting.ModelRequestRateLimitEnabled = true
 	setting.ModelRequestRateLimitDurationMinutes = 1
@@ -322,7 +322,8 @@ func TestResponsesWSRequestRunnerUsesExistingMemoryRateLimit(t *testing.T) {
 	apiError := runner(httptest.NewRequest(http.MethodPost, "/v1/responses", nil), "limited", handle)
 	require.NotNil(t, apiError)
 	assert.Equal(t, http.StatusTooManyRequests, apiError.StatusCode)
-	assert.Equal(t, http.StatusText(http.StatusTooManyRequests), apiError.Error())
+	message := i18n.Translate("", i18n.MsgRateLimitTotalReached, map[string]any{"Minutes": 1, "Max": 1})
+	assert.Equal(t, common.MessageWithRequestId(message, "limited"), apiError.Error())
 	assert.Equal(t, 1, called)
 }
 
@@ -902,7 +903,8 @@ func TestResponsesWebSocketInitialUpstreamRejectionRefundsReservation(t *testing
 		t.Run(tc.name, func(t *testing.T) {
 			preConsumed := make(chan int, 1)
 			tokenID := make(chan int, 1)
-			fixture := newResponsesWSBillingTest(t, `tier("output", c * 2)`, func(ws *websocket.Conn, _ *http.Request) {
+			// Pre-consume no longer estimates completion tokens, so an output-priced expression reserves nothing to refund.
+			fixture := newResponsesWSBillingTest(t, `tier("request", fixed(0.002))`, func(ws *websocket.Conn, _ *http.Request) {
 				if _, _, err := ws.ReadMessage(); !assert.NoError(t, err) {
 					return
 				}
@@ -935,7 +937,7 @@ func TestResponsesWebSocketInitialUpstreamRejectionRefundsReservation(t *testing
 			rejectionError, _ := rejection["error"].(map[string]any)
 			assert.Equal(t, tc.wantType, rejectionError["type"])
 			assert.Equal(t, tc.wantMessage, rejectionError["message"])
-			assert.Equal(t, 2990, <-preConsumed, "the rejected request reserved quota before contacting upstream")
+			assert.Equal(t, 2000, <-preConsumed, "the rejected request reserved quota before contacting upstream")
 			deadline := time.NewTimer(3 * time.Second)
 			defer deadline.Stop()
 			for {
@@ -1025,7 +1027,13 @@ func TestResponsesStreamOutcomesPreserveAccounting(t *testing.T) {
 					require.NoError(t, err)
 					require.NoError(t, response.Body.Close())
 					assert.Equal(t, http.StatusOK, response.StatusCode)
-					assert.Contains(t, string(body), terminal)
+					if tc.failed {
+						assert.Contains(t, string(body), "model_service_error")
+						assert.Contains(t, string(body), "responses-http-billing")
+						assert.NotContains(t, string(body), "sensitive upstream detail")
+					} else {
+						assert.Contains(t, string(body), terminal)
+					}
 				} else {
 					require.NoError(t, fixture.client.WriteMessage(websocket.TextMessage, []byte(`{"type":"response.create","stream_id":"planner","model":"ws-billing","input":"hi","max_output_tokens":1}`)))
 					for _, expected := range events {
@@ -1191,13 +1199,119 @@ func TestResponsesWebSocketAmbiguousControlErrorClosesAndSettlesOnce(t *testing.
 	require.NoError(t, err)
 	assert.JSONEq(t, terminal, string(body))
 	_, _, err = fixture.client.ReadMessage()
-	require.Error(t, err, "an unattributed error must close the connection instead of remaining busy")
-	var timeout net.Error
-	assert.False(t, errors.As(err, &timeout) && timeout.Timeout(), "the server must close before the read deadline")
+	// A dropped socket would read as a synthetic 1006; 1011 is the gateway's frame.
+	var closeErr *websocket.CloseError
+	require.ErrorAs(t, err, &closeErr, "an unattributed error must close the connection instead of remaining busy")
+	assert.Equal(t, websocket.CloseInternalServerErr, closeErr.Code)
 	fixture.closeAndWait(t)
 	assertResponsesWSAccounting(t, fixture, []int{1000})
 }
 
+// Every way a session ends sends the client a close frame whose code says
+// why. A dropped socket would read as a synthetic 1006 close error, so a
+// received 1000, 1001, 1008 or 1011 proves the gateway sent the frame.
+func TestResponsesWebSocketCloseCodes(t *testing.T) {
+	require.NoError(t, i18n.Init())
+	const (
+		created   = `{"type":"response.created","response":{"id":"active","status":"in_progress"}}`
+		delta     = `{"type":"response.output_text.delta","delta":"hello"}`
+		completed = `{"type":"response.completed","response":{"id":"active","status":"completed","usage":{"input_tokens":1000,"output_tokens":10,"total_tokens":1010}}}`
+	)
+	for _, tc := range []struct {
+		name   string
+		events []string // upstream events after the create, all relayed
+		// After the events, and after the client read them with waitClient,
+		// upstream sends upstreamClose or drops the socket. Otherwise it reads
+		// until the gateway closes the connection.
+		upstreamClose    int
+		drop, waitClient bool
+		timeout          bool
+		end              func(*testing.T, *responsesWSBillingTest)
+		code             int
+		reason           string
+		upstreamCode     int // the close code upstream receives, when checked
+	}{
+		{name: "upstream closes after completion", events: []string{completed}, upstreamClose: websocket.CloseNormalClosure, code: websocket.CloseNormalClosure, reason: "upstream connection closed"},
+		{name: "idle upstream goes away", events: []string{completed}, waitClient: true, upstreamClose: websocket.CloseGoingAway, code: websocket.CloseGoingAway, reason: "upstream connection closed"},
+		{name: "idle upstream drops", events: []string{completed}, waitClient: true, drop: true, code: websocket.CloseInternalServerErr, reason: "upstream connection closed"},
+		// A normal upstream close still truncates the active response.
+		{name: "upstream closes mid-response", events: []string{created, delta}, upstreamClose: websocket.CloseNormalClosure, code: websocket.CloseInternalServerErr, reason: "upstream connection closed"},
+		{name: "upstream drops mid-response", events: []string{created, delta}, drop: true, code: websocket.CloseInternalServerErr, reason: "upstream connection closed"},
+		{name: "upstream response times out", events: []string{created}, timeout: true, code: websocket.CloseInternalServerErr, reason: "upstream response timed out", upstreamCode: websocket.CloseInternalServerErr},
+		{name: "client closes", events: []string{completed}, end: func(t *testing.T, fixture *responsesWSBillingTest) {
+			require.NoError(t, fixture.client.WriteControl(websocket.CloseMessage, websocket.FormatCloseMessage(websocket.CloseNormalClosure, ""), time.Now().Add(time.Second)))
+		}, code: websocket.CloseNormalClosure, upstreamCode: websocket.CloseNormalClosure},
+		{name: "channel disabled", events: []string{completed}, end: func(t *testing.T, fixture *responsesWSBillingTest) {
+			require.Equal(t, 1, service.CloseActiveWebSocketsForChannel(fixture.channel.Id, service.ChannelDisabledCloseReason))
+		}, code: websocket.ClosePolicyViolation, reason: service.ChannelDisabledCloseReason, upstreamCode: websocket.ClosePolicyViolation},
+		{name: "token revoked", events: []string{completed}, end: func(t *testing.T, fixture *responsesWSBillingTest) {
+			fixture.token.Status = common.TokenStatusDisabled
+			require.NoError(t, fixture.token.SelectUpdate())
+			require.NoError(t, fixture.client.WriteMessage(websocket.TextMessage, []byte(`{"type":"response.create","model":"ws-billing","input":"again"}`)))
+			assert.Equal(t, float64(http.StatusUnauthorized), readResponsesWSTestEvent(t, fixture.client)["status"])
+		}, code: websocket.ClosePolicyViolation, upstreamCode: websocket.ClosePolicyViolation},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			clientRead := make(chan struct{})
+			upstreamCodes := make(chan int, 2)
+			fixture := newResponsesWSBillingTest(t, `tier("request", fixed(0.002))`, func(ws *websocket.Conn, _ *http.Request) {
+				defaultClose := ws.CloseHandler()
+				ws.SetCloseHandler(func(code int, text string) error {
+					upstreamCodes <- code
+					return defaultClose(code, text)
+				})
+				if _, _, err := ws.ReadMessage(); !assert.NoError(t, err) {
+					return
+				}
+				for _, event := range tc.events {
+					if !assert.NoError(t, ws.WriteMessage(websocket.TextMessage, []byte(event))) {
+						return
+					}
+				}
+				if tc.waitClient {
+					<-clientRead
+				}
+				if tc.drop {
+					return
+				}
+				if tc.upstreamClose != 0 && !assert.NoError(t, ws.WriteControl(websocket.CloseMessage, websocket.FormatCloseMessage(tc.upstreamClose, "upstream shutdown"), time.Now().Add(time.Second))) {
+					return
+				}
+				for {
+					if _, _, err := ws.ReadMessage(); err != nil {
+						return
+					}
+				}
+			})
+			if tc.timeout {
+				constant.StreamingTimeout = 1
+			}
+			require.NoError(t, fixture.client.WriteMessage(websocket.TextMessage, []byte(`{"type":"response.create","model":"ws-billing","input":"hi"}`)))
+			for _, event := range tc.events {
+				actual, err := common.Marshal(readResponsesWSTestEvent(t, fixture.client))
+				require.NoError(t, err)
+				assert.JSONEq(t, event, string(actual))
+			}
+			close(clientRead)
+			if tc.end != nil {
+				tc.end(t, fixture)
+			}
+			require.NoError(t, fixture.client.SetReadDeadline(time.Now().Add(5*time.Second)))
+			_, _, err := fixture.client.ReadMessage()
+			var closeErr *websocket.CloseError
+			require.ErrorAs(t, err, &closeErr)
+			assert.Equal(t, tc.code, closeErr.Code)
+			assert.Equal(t, tc.reason, closeErr.Text)
+			fixture.closeAndWait(t)
+			assertResponsesWSAccounting(t, fixture, []int{1000})
+			if tc.upstreamCode != 0 {
+				require.Len(t, upstreamCodes, 1)
+				assert.Equal(t, tc.upstreamCode, <-upstreamCodes)
+			}
+		})
+	}
+}
+
 // A control event queued while another is still outstanding is rejected
 // locally instead of reaching upstream twice.
 func TestResponsesWebSocketRejectsSecondControlWhileOnePending(t *testing.T) {
diff --git a/controller/secure_verification.go b/controller/secure_verification.go
index 69c1aaf..0626f95 100644
--- a/controller/secure_verification.go
+++ b/controller/secure_verification.go
@@ -7,7 +7,6 @@ import (
 	"strings"
 
 	"github.com/QuantumNous/new-api/common"
-	"github.com/QuantumNous/new-api/i18n"
 	"github.com/QuantumNous/new-api/logger"
 	"github.com/QuantumNous/new-api/middleware"
 	"github.com/QuantumNous/new-api/model"
@@ -20,9 +19,9 @@ import (
 )
 
 func GetVerificationMethods(c *gin.Context) {
-	identity, ok := middleware.GetSessionAuthIdentity(c)
+	identity, ok := middleware.GetStepUpIdentity(c)
 	if !ok {
-		c.JSON(http.StatusUnauthorized, gin.H{"success": false, "message": "当前认证方式不支持安全验证"})
+		writeAccountStatusError(c, http.StatusUnauthorized, "The current sign-in method does not support security verification")
 		return
 	}
 	requirements, err := service.GetVerificationRequirements(identity, c.Query("scope"))
@@ -41,9 +40,9 @@ func writeSecurityOperationError(c *gin.Context, err error) {
 	var protocolError *protocol.Error
 	switch {
 	case errors.Is(err, passkeysvc.ErrRPIDUnavailable):
-		code, message = "PASSKEY_RP_ID_UNAVAILABLE", i18n.T(c, i18n.MsgPasskeyRPIDUnavailable)
+		code, message = "PASSKEY_RP_ID_UNAVAILABLE", "This Passkey domain is not available on this website. Use its original website or another verification method."
 	case errors.Is(err, system_setting.ErrPasskeyRPIDInvalid):
-		code, message = "PASSKEY_RP_ID_INVALID", i18n.T(c, i18n.MsgPasskeyRPIDInvalid)
+		code, message = "PASSKEY_RP_ID_INVALID", "Invalid Passkey domain. Enter a domain without a scheme, port, path or wildcard."
 	case errors.Is(err, service.ErrAccountEmailInvalid), errors.Is(err, service.ErrAccountEmailRestricted):
 		code, message = "EMAIL_ADDRESS_REJECTED", err.Error()
 	case errors.Is(err, model.ErrEmailAlreadyTaken):
@@ -129,20 +128,41 @@ func writeSecurityOperationError(c *gin.Context, err error) {
 		}
 		// Protocol details can contain challenges and client-controlled data.
 		// Only fixed categories and the server-selected public RP ID are logged.
-		logger.LogWarn(c.Request.Context(), "passkey verification rejected: code=%s reason=%s rp_id=%q", code, reason, c.GetString("passkey_rp_id"))
+		logger.LogWarn(c.Request.Context(), common.LogText("passkey verification rejected: code=%s reason=%s rp_id=%q", code, reason, c.GetString("passkey_rp_id")))
 	}
-	c.JSON(status, gin.H{"success": false, "code": code, "message": message})
+	// Every message above is fixed English text, so it is also the key the web
+	// console translates.
+	common.ApiErrorStatus(c, status, common.NewMessage(message), gin.H{"code": code})
+}
+
+// writeAccountStatusError responds with a web console message under a non-200
+// status.
+func writeAccountStatusError(c *gin.Context, status int, key string) {
+	common.ApiErrorStatus(c, status, common.NewMessage(key))
+}
+
+// requireAdminUserProof consumes the step-up proof for an administrative user
+// operation after the caller has already authorized the operator against the
+// managed user. context is one of the service.AdminUser*Context structs.
+func requireAdminUserProof(c *gin.Context, scope string, context any) *model.AuthFlowAuthorization {
+	payload, err := common.Marshal(context)
+	if err != nil {
+		_ = c.Error(err)
+		c.AbortWithStatusJSON(http.StatusInternalServerError, gin.H{"success": false, "code": "AUTH_INTERNAL_ERROR", "message": "Please try again later."})
+		return nil
+	}
+	return middleware.RequireSecurityProof(c, service.VerificationOperation{Scope: scope, Context: payload})
 }
 
 func UniversalVerify(c *gin.Context) {
-	identity, ok := middleware.GetSessionAuthIdentity(c)
+	identity, ok := middleware.GetStepUpIdentity(c)
 	if !ok {
-		c.JSON(http.StatusUnauthorized, gin.H{"success": false, "message": "当前认证方式不支持安全验证"})
+		writeAccountStatusError(c, http.StatusUnauthorized, "The current sign-in method does not support security verification")
 		return
 	}
 	var request service.VerificationInput
 	if err := common.DecodeJson(c.Request.Body, &request); err != nil {
-		common.ApiErrorMsg(c, "参数错误")
+		common.ApiErrorT(c, "Invalid parameters")
 		return
 	}
 	proof, err := service.VerifySecurityInput(identity, request)
diff --git a/controller/security_account_test.go b/controller/security_account_test.go
index e76ab4c..809a579 100644
--- a/controller/security_account_test.go
+++ b/controller/security_account_test.go
@@ -13,6 +13,7 @@ import (
 	"io"
 	"net"
 	"net/http"
+	"net/http/httptest"
 	"net/textproto"
 	"regexp"
 	"strings"
@@ -21,8 +22,10 @@ import (
 	"time"
 
 	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/i18n"
 	"github.com/QuantumNous/new-api/model"
 	"github.com/QuantumNous/new-api/oauth"
+	"github.com/QuantumNous/new-api/relaykit/dto"
 	"github.com/QuantumNous/new-api/service"
 	"github.com/QuantumNous/new-api/setting/system_setting"
 	"github.com/gin-gonic/gin"
@@ -130,7 +133,7 @@ func TestSecurityAccountDeletionAcceptsEitherFactorAndRevokesSessions(t *testing
 			}
 			otherSession, err := service.CreateLoginSession(user.Id, "password", "127.0.0.1", "second-session")
 			require.NoError(t, err)
-			require.NoError(t, model.UpdateUserAccessToken(user.Id, "account-delete-access-token"))
+			require.NoError(t, model.DB.Model(&model.User{}).Where("id = ?", user.Id).Update("access_token", "account-delete-access-token").Error)
 			response := securityEnrollmentRequest("DELETE", "/api/user/self", "", proof, identity, DeleteSelf)
 			var result securityEnrollmentResponse
 			require.NoError(t, common.Unmarshal(response.Body.Bytes(), &result))
@@ -195,7 +198,8 @@ func TestSecurityAccountDeletionRechecksTransactionAndConsumesFailedProof(t *tes
 				assert.Contains(t, response.Body.String(), "SECURITY_PROOF_CONSUMED")
 			}
 			if scenario != "write failure" {
-				assert.Error(t, model.DeleteUserForSession(identity))
+				_, err := model.DeleteUserForSession(identity)
+				assert.Error(t, err)
 			}
 			_, err := model.GetUserById(user.Id, false)
 			require.NoError(t, err)
@@ -233,6 +237,11 @@ func TestSecurityAccountDeletionConcurrentRequestsHaveOneWinner(t *testing.T) {
 	require.NoError(t, model.DB.Unscoped().First(&deleted, user.Id).Error)
 	assert.True(t, deleted.DeletedAt.Valid)
 	assert.Equal(t, identity.UserAuthVersion+1, deleted.AuthVersion)
+	_, _, err := service.ValidateLoginSession(identity)
+	assert.Error(t, err)
+	count, err := model.CountActiveUserSessions(user.Id, time.Now().Unix())
+	require.NoError(t, err)
+	assert.Zero(t, count)
 }
 
 type securityMailbox struct {
@@ -645,7 +654,7 @@ func TestSecurityAccountEmailResendAndAttemptLimit(t *testing.T) {
 	_, identity := setupSecurityEnrollmentTest(t)
 	mailbox := newSecurityMailbox(t)
 	flow := startSecurityEmailBinding(t, identity, "new@example.com", service.VerificationMethodPassword)
-	_, err := service.ResendAccountEmailBinding(identity, flow.FlowToken)
+	_, err := service.ResendAccountEmailBinding(identity, flow.FlowToken, "")
 	assert.ErrorIs(t, err, model.ErrEmailBindingResendWait)
 	_, err = service.FinishEmailBinding(identity, flow.FlowToken, "invalid", "")
 	assert.ErrorIs(t, err, model.ErrEmailBindingCodeInvalid)
@@ -656,7 +665,7 @@ func TestSecurityAccountEmailResendAndAttemptLimit(t *testing.T) {
 	payload, err := common.Marshal(state)
 	require.NoError(t, err)
 	require.NoError(t, model.DB.Model(stored).Update("payload", string(payload)).Error)
-	replacement, err := service.ResendAccountEmailBinding(identity, flow.FlowToken)
+	replacement, err := service.ResendAccountEmailBinding(identity, flow.FlowToken, "")
 	require.NoError(t, err)
 	assert.Equal(t, flow.ExpiresAt, replacement.ExpiresAt)
 	_, state, err = model.GetEmailBinding(identity, flow.FlowToken)
@@ -676,6 +685,56 @@ func TestSecurityAccountEmailResendAndAttemptLimit(t *testing.T) {
 	assert.ErrorIs(t, err, model.ErrEmailBindingLocked)
 }
 
+// Email binding codes and account security notices are written in the account
+// owner's saved language, else in the language the request states, and quote
+// provider names HTML-escaped.
+func TestSecurityAccountMailsFollowTheOwnersLanguage(t *testing.T) {
+	user, identity := setupSecurityEnrollmentTest(t)
+	mailbox := newSecurityMailbox(t)
+	mails := func(receiver string) string {
+		mailbox.mutex.Lock()
+		defer mailbox.mutex.Unlock()
+		return strings.Join(mailbox.mail[receiver], "\n")
+	}
+	saveLanguage := func(language string) {
+		setting, err := common.Marshal(dto.UserSetting{Language: language})
+		require.NoError(t, err)
+		require.NoError(t, model.DB.Model(user).Update("setting", string(setting)).Error)
+	}
+
+	saveLanguage("zhCN")
+	require.NoError(t, model.DB.Model(user).Update("email", "previous@example.com").Error)
+	flow := startSecurityEmailBinding(t, identity, "new@example.com", service.VerificationMethodPassword)
+	request, err := common.Marshal(map[string]string{"flow_token": flow.FlowToken, "new_code": mailbox.code(t, flow.Email), "old_code": mailbox.code(t, "previous@example.com")})
+	require.NoError(t, err)
+	response := securityEnrollmentRequest("POST", "/api/oauth/email/bind", string(request), "", identity, EmailBind)
+	require.Contains(t, response.Body.String(), `"success":true`)
+	assert.Contains(t, mails("new@example.com"), "请确认将此邮箱地址绑定到您的账户。")
+	assert.Contains(t, mails("new@example.com"), "您的账户安全设置有变动：邮箱地址已确认。")
+	assert.Contains(t, mails("previous@example.com"), "您的账户正在申请更换邮箱地址，请确认替换当前邮箱。")
+	assert.Contains(t, mails("previous@example.com"), "您的账户安全设置有变动：邮箱地址已更换。")
+
+	for _, tc := range []struct {
+		name, saved, acceptLanguage, receiver, want string
+	}{
+		{"request language when none is saved", "", "zh-TW", "tw@example.com", "您的帳戶安全設定有變動：已綁定登入帳號 &lt;b&gt;Corp&lt;/b&gt;。"},
+		{"saved language over the request", "en", "zh-CN", "en@example.com", "Your account security settings have changed: Login account linked: &lt;b&gt;Corp&lt;/b&gt;."},
+		{"default language when neither states one", "", "", "default@example.com", "Your account security settings have changed: Login account linked: &lt;b&gt;Corp&lt;/b&gt;."},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			saveLanguage(tc.saved)
+			c, _ := gin.CreateTestContext(httptest.NewRecorder())
+			c.Request = httptest.NewRequest(http.MethodGet, "/api/oauth/github", nil)
+			if tc.acceptLanguage != "" {
+				c.Request.Header.Set("Accept-Language", tc.acceptLanguage)
+			}
+			lang := service.AccountMailLanguage(c, user.Id)
+			require.NoError(t, service.NotifyAccountSecurityChange(lang, tc.receiver, i18n.MsgSecurityEventLoginLinked, map[string]any{"Provider": "<b>Corp</b>"}))
+			assert.Contains(t, mails(tc.receiver), tc.want)
+		})
+	}
+}
+
 func TestSecurityAccountEmailConcurrentClaimsHaveOneOwner(t *testing.T) {
 	user, firstIdentity := setupSecurityEnrollmentTest(t)
 	mailbox := newSecurityMailbox(t)
diff --git a/controller/security_enrollment_test.go b/controller/security_enrollment_test.go
index e0901ea..bb5a8e0 100644
--- a/controller/security_enrollment_test.go
+++ b/controller/security_enrollment_test.go
@@ -18,6 +18,7 @@ import (
 	"net/http"
 	"net/http/httptest"
 	"os"
+	"strconv"
 	"strings"
 	"testing"
 	"time"
@@ -31,6 +32,7 @@ import (
 	"github.com/QuantumNous/new-api/setting/system_setting"
 	"github.com/fxamacker/cbor/v2"
 	"github.com/gin-gonic/gin"
+	"github.com/glebarez/sqlite"
 	"github.com/golang-jwt/jwt/v5"
 	"github.com/pquerna/otp/totp"
 	"github.com/stretchr/testify/assert"
@@ -53,7 +55,17 @@ func setupSecurityEnrollmentTest(t *testing.T) (*model.User, service.AuthIdentit
 		dialect = "sqlite"
 	}
 	dsn := os.Getenv("TEST_" + strings.ToUpper(dialect) + "_DSN")
-	db, _ := newAuditTestDatabase(t, dialect, dsn)
+	var db *gorm.DB
+	if dialect == "sqlite" {
+		// Match common.SQLitePath: take the writer lock before transaction reads.
+		// Deferred transactions can fail to upgrade their read lock when concurrent
+		// proof consumption overlaps account deletion or session revocation.
+		var err error
+		db, err = gorm.Open(sqlite.Open(t.TempDir()+"/security.db?_pragma=busy_timeout(30000)&_pragma=journal_mode(WAL)&_txlock=immediate"), &gorm.Config{})
+		require.NoError(t, err)
+	} else {
+		db, _ = newAuditTestDatabase(t, dialect, dsn)
+	}
 	logDB, _ := newAuditTestDatabase(t, dialect, dsn)
 	db.Logger = logger.Default.LogMode(logger.Silent)
 	logDB.Logger = logger.Default.LogMode(logger.Silent)
@@ -64,9 +76,10 @@ func setupSecurityEnrollmentTest(t *testing.T) (*model.User, service.AuthIdentit
 	var version string
 	require.NoError(t, db.Raw(versionQuery).Scan(&version).Error)
 	t.Logf("database: %s %s", dialect, version)
-	require.NoError(t, db.AutoMigrate(&model.User{}, &model.UserSession{}, &model.TwoFA{}, &model.TwoFABackupCode{}, &model.PasskeyCredential{}, &model.AuthFlow{}, &model.UserOAuthBinding{}, &model.Option{}))
+	require.NoError(t, db.AutoMigrate(&model.User{}, &model.UserSession{}, &model.TwoFA{}, &model.TwoFABackupCode{}, &model.PasskeyCredential{}, &model.AuthFlow{}, &model.UserOAuthBinding{}, &model.Option{}, &model.UserAccessToken{}))
 	require.NoError(t, logDB.AutoMigrate(&model.AuditLog{}))
 	model.DB, model.LOG_DB = db, logDB
+	require.NoError(t, model.EnsureLegacyAccessTokenRetireAt(time.Now().Unix()))
 	dbType := common.DatabaseTypeSQLite
 	if dialect == "mysql" {
 		dbType = common.DatabaseTypeMySQL
@@ -126,28 +139,61 @@ func issueSecurityEnrollmentProof(t *testing.T, identity service.AuthIdentity, o
 	return proof
 }
 
+// withAccessTokenID sets the :id route parameter the way the router would.
+func withAccessTokenID(handler gin.HandlerFunc, id int) gin.HandlerFunc {
+	return func(c *gin.Context) {
+		c.Params = gin.Params{{Key: "id", Value: strconv.Itoa(id)}}
+		handler(c)
+	}
+}
+
+type accessTokenEndpoint struct {
+	name, method, path, body string
+	scope                    string
+	context                  []byte
+	handler                  gin.HandlerFunc
+}
+
+// accessTokenMutationEndpoints lists every proof-guarded access token
+// operation for one scoped token of the test user.
+func accessTokenMutationEndpoints(tokenID int) []accessTokenEndpoint {
+	return []accessTokenEndpoint{
+		{"create", "POST", "/api/user/access_tokens", `{"name":"ci","scopes":["profile:read"],"expires_at":0}`, service.VerificationScopeAccessTokenGenerate, []byte(`{"scopes":["profile:read"],"expires_at":0}`), CreateAccessToken},
+		{"update", "PATCH", fmt.Sprintf("/api/user/access_tokens/%d", tokenID), `{"name":"ci","scopes":["usage:read"]}`, service.VerificationScopeAccessTokenUpdate, []byte(fmt.Sprintf(`{"token_id":%d,"scopes":["usage:read"]}`, tokenID)), withAccessTokenID(UpdateAccessToken, tokenID)},
+		{"delete", "DELETE", fmt.Sprintf("/api/user/access_tokens/%d", tokenID), "", service.VerificationScopeAccessTokenRevoke, []byte(fmt.Sprintf(`{"token_id":%d}`, tokenID)), withAccessTokenID(DeleteAccessToken, tokenID)},
+		{"legacy", "DELETE", "/api/user/access_tokens/legacy", "", service.VerificationScopeAccessTokenRevoke, []byte(`{"legacy":true}`), RevokeLegacyAccessToken},
+	}
+}
+
+// assertAccessTokensUnchanged checks that the seeded scoped token keeps its
+// name and grant and that the legacy token still authenticates.
+func assertAccessTokensUnchanged(t *testing.T, userID int, scopedID int, legacy string) {
+	t.Helper()
+	tokens, err := model.ListUserAccessTokens(userID)
+	require.NoError(t, err)
+	require.Len(t, tokens, 1)
+	assert.Equal(t, scopedID, tokens[0].Id)
+	assert.Equal(t, "test token", tokens[0].Name)
+	assert.Equal(t, []string{"profile:read"}, tokens[0].GetScopes())
+	stored, err := model.ValidateAccessToken(legacy)
+	require.NoError(t, err)
+	require.NotNil(t, stored)
+	assert.Equal(t, userID, stored.Id)
+}
+
 func TestSecurityEnrollmentAccessTokenRequiresProofBeforeMutation(t *testing.T) {
 	user, identity := setupSecurityEnrollmentTest(t)
-	require.NoError(t, model.UpdateUserAccessToken(user.Id, "existing-system-token"))
-	for _, endpoint := range []struct {
-		method  string
-		handler gin.HandlerFunc
-	}{
-		{"GET", GenerateAccessToken},
-		{"POST", GenerateAccessToken},
-		{"DELETE", RevokeAccessToken},
-	} {
-		t.Run(endpoint.method, func(t *testing.T) {
-			response := securityEnrollmentRequest(endpoint.method, "/api/user/token", "", "", identity, endpoint.handler)
+	require.NoError(t, model.DB.Model(user).Update("access_token", "existing-system-token").Error)
+	_, scoped := createScopedAccessToken(t, user.Id, 0, "profile:read")
+	for _, endpoint := range accessTokenMutationEndpoints(scoped.Id) {
+		t.Run(endpoint.name, func(t *testing.T) {
+			response := securityEnrollmentRequest(endpoint.method, endpoint.path, endpoint.body, "", identity, endpoint.handler)
 			var body securityEnrollmentResponse
 			require.NoError(t, common.Unmarshal(response.Body.Bytes(), &body))
 			assert.Equal(t, http.StatusForbidden, response.Code)
 			assert.False(t, body.Success)
 			assert.Equal(t, "SECURITY_PROOF_REQUIRED", body.Code)
-			stored, err := model.ValidateAccessToken("existing-system-token")
-			require.NoError(t, err)
-			require.NotNil(t, stored)
-			assert.Equal(t, user.Id, stored.Id)
+			assertAccessTokensUnchanged(t, user.Id, scoped.Id, "existing-system-token")
 		})
 	}
 }
@@ -197,7 +243,7 @@ func TestSecurityEnrollmentAccessTokenMethodPolicy(t *testing.T) {
 			if !test.password {
 				passwordScope = service.VerificationScopePasswordSet
 			}
-			for _, scope := range []string{service.VerificationScopeAccessTokenGenerate, service.VerificationScopeAccessTokenRevoke,
+			for _, scope := range []string{service.VerificationScopeAccessTokenGenerate, service.VerificationScopeAccessTokenUpdate, service.VerificationScopeAccessTokenRevoke,
 				service.VerificationScopeAccountBind, service.VerificationScopeAccountUnbind, passwordScope} {
 				requirements, err := service.GetVerificationRequirements(identity, scope)
 				require.NoError(t, err)
@@ -218,6 +264,12 @@ func TestSecurityEnrollmentAccessTokenMethodPolicy(t *testing.T) {
 						input.Context = []byte(`{"provider":"email","email":"new@example.com"}`)
 					case service.VerificationScopeAccountUnbind:
 						input.Context = []byte(`{"provider_id":1}`)
+					case service.VerificationScopeAccessTokenGenerate:
+						input.Context = []byte(`{"scopes":["profile:read"],"expires_at":0}`)
+					case service.VerificationScopeAccessTokenUpdate:
+						input.Context = []byte(`{"token_id":1,"scopes":["profile:read"]}`)
+					case service.VerificationScopeAccessTokenRevoke:
+						input.Context = []byte(`{"token_id":1}`)
 					}
 					_, err := service.VerifySecurityInput(identity, input)
 					assert.ErrorIs(t, err, service.ErrProofMethod)
@@ -229,94 +281,102 @@ func TestSecurityEnrollmentAccessTokenMethodPolicy(t *testing.T) {
 
 func TestSecurityEnrollmentAccessTokenLifecycleConsumesProofs(t *testing.T) {
 	user, identity := setupSecurityEnrollmentTest(t)
-	require.NoError(t, model.UpdateUserAccessToken(user.Id, "previous-token"))
-	previousToken := "previous-token"
-	for _, method := range []string{"GET", "POST"} {
+	require.NoError(t, model.DB.Model(user).Update("access_token", "previous-token").Error)
+	createBody := `{"name":"ci","scopes":["profile:read"],"expires_at":0}`
+	var created []string
+	for range 2 {
 		proof, err := service.VerifySecurityInput(identity, service.VerificationInput{
-			Scope: service.VerificationScopeAccessTokenGenerate, Method: "password", Password: "enrollment-password",
+			Scope: service.VerificationScopeAccessTokenGenerate, Context: []byte(`{"scopes":["profile:read"],"expires_at":0}`), Method: "password", Password: "enrollment-password",
 		})
 		require.NoError(t, err)
-		wrongScope := securityEnrollmentRequest("DELETE", "/api/user/token", "", proof.ProofToken, identity, RevokeAccessToken)
+		wrongScope := securityEnrollmentRequest("DELETE", "/api/user/access_tokens/legacy", "", proof.ProofToken, identity, RevokeLegacyAccessToken)
 		assert.Contains(t, wrongScope.Body.String(), `"code":"SECURITY_PROOF_SCOPE_MISMATCH"`)
-		response := securityEnrollmentRequest(method, "/api/user/token", "", proof.ProofToken, identity, GenerateAccessToken)
+		response := securityEnrollmentRequest("POST", "/api/user/access_tokens", createBody, proof.ProofToken, identity, CreateAccessToken)
 		var body securityEnrollmentResponse
 		require.NoError(t, common.Unmarshal(response.Body.Bytes(), &body))
 		require.True(t, body.Success, body.Message)
-		var token string
-		require.NoError(t, common.Unmarshal(body.Data, &token))
-		assert.GreaterOrEqual(t, len(token), 28)
-		assert.LessOrEqual(t, len(token), 32)
-		assert.NotEqual(t, previousToken, token)
-		stored, err := model.ValidateAccessToken(token)
+		var result struct {
+			Token string `json:"token"`
+		}
+		require.NoError(t, common.Unmarshal(body.Data, &result))
+		require.True(t, strings.HasPrefix(result.Token, model.AccessTokenPrefix))
+		stored, err := model.FindUserAccessTokenByHash(model.AccessTokenFingerprint(result.Token))
 		require.NoError(t, err)
 		require.NotNil(t, stored)
-		assert.Equal(t, user.Id, stored.Id)
-		assert.Equal(t, model.AccessTokenFingerprint(token), model.AccessTokenFingerprint(stored.GetAccessToken()))
-		oldUser, err := model.ValidateAccessToken(previousToken)
-		assert.Nil(t, oldUser)
-		require.NoError(t, err)
-		response = securityEnrollmentRequest(method, "/api/user/token", "", proof.ProofToken, identity, GenerateAccessToken)
+		response = securityEnrollmentRequest("POST", "/api/user/access_tokens", createBody, proof.ProofToken, identity, CreateAccessToken)
 		assert.Contains(t, response.Body.String(), `"code":"SECURITY_PROOF_CONSUMED"`)
-		previousToken = token
+		created = append(created, result.Token)
 	}
-	proof := issueSecurityEnrollmentProof(t, identity, service.VerificationOperation{Scope: service.VerificationScopeAccessTokenRevoke}, "password")
-	response := securityEnrollmentRequest("DELETE", "/api/user/token", "", proof, identity, RevokeAccessToken)
+	legacyUser, err := model.ValidateAccessToken("previous-token")
+	require.NoError(t, err)
+	require.NotNil(t, legacyUser, "creating scoped tokens leaves the legacy token alone")
+	tokens, err := model.ListUserAccessTokens(user.Id)
+	require.NoError(t, err)
+	require.Len(t, tokens, 2)
+	first, second := tokens[0], tokens[1]
+
+	// A revoke proof is bound to one token ID.
+	proof := issueSecurityEnrollmentProof(t, identity, service.VerificationOperation{Scope: service.VerificationScopeAccessTokenRevoke, Context: []byte(fmt.Sprintf(`{"token_id":%d}`, first.Id))}, "password")
+	response := securityEnrollmentRequest("DELETE", "/api/user/access_tokens/x", "", proof, identity, withAccessTokenID(DeleteAccessToken, second.Id))
+	assert.Contains(t, response.Body.String(), `"code":"SECURITY_PROOF_CONTEXT_MISMATCH"`)
+	response = securityEnrollmentRequest("DELETE", "/api/user/access_tokens/x", "", proof, identity, withAccessTokenID(DeleteAccessToken, first.Id))
 	var body securityEnrollmentResponse
 	require.NoError(t, common.Unmarshal(response.Body.Bytes(), &body))
 	require.True(t, body.Success, body.Message)
-	stored, err := model.GetUserById(user.Id, true)
+	deleted, err := model.FindUserAccessTokenByHash(first.TokenHash)
 	require.NoError(t, err)
-	assert.Empty(t, stored.GetAccessToken())
-	revokedUser, err := model.ValidateAccessToken(previousToken)
+	assert.Nil(t, deleted)
+	kept, err := model.FindUserAccessTokenByHash(second.TokenHash)
 	require.NoError(t, err)
-	assert.Nil(t, revokedUser)
-	response = securityEnrollmentRequest("DELETE", "/api/user/token", "", proof, identity, RevokeAccessToken)
-	assert.Contains(t, response.Body.String(), `"code":"SECURITY_PROOF_CONSUMED"`)
-	response = securityEnrollmentRequest("GET", "/api/user/token/status", "", "", identity, GetAccessTokenStatus)
-	assert.Contains(t, response.Body.String(), `"exists":false`)
+	assert.NotNil(t, kept)
+
+	legacyProof := issueSecurityEnrollmentProof(t, identity, service.VerificationOperation{Scope: service.VerificationScopeAccessTokenRevoke, Context: []byte(`{"legacy":true}`)}, "password")
+	response = securityEnrollmentRequest("DELETE", "/api/user/access_tokens/legacy", "", legacyProof, identity, RevokeLegacyAccessToken)
+	require.NoError(t, common.Unmarshal(response.Body.Bytes(), &body))
+	require.True(t, body.Success, body.Message)
+	legacyUser, err = model.ValidateAccessToken("previous-token")
+	require.NoError(t, err)
+	assert.Nil(t, legacyUser)
+	response = securityEnrollmentRequest("DELETE", "/api/user/access_tokens/legacy", "", legacyProof, identity, RevokeLegacyAccessToken)
+	assert.Equal(t, http.StatusNotFound, response.Code, "there is nothing left to revoke")
+
 	var audits []model.AuditLog
-	require.NoError(t, model.LOG_DB.Find(&audits).Error)
-	require.Len(t, audits, 3)
+	require.NoError(t, model.LOG_DB.Order("id").Find(&audits).Error)
+	actions := make([]string, 0, len(audits))
+	for _, audit := range audits {
+		actions = append(actions, audit.Action)
+	}
+	assert.Equal(t, []string{"access_token.generate", "access_token.generate", "access_token.revoke", "access_token.revoke"}, actions)
 	encoded, err := common.Marshal(audits)
 	require.NoError(t, err)
-	assert.Contains(t, string(encoded), "access_token.generate")
-	assert.Contains(t, string(encoded), "access_token.revoke")
-	assert.NotContains(t, string(encoded), previousToken)
-	assert.NotContains(t, string(encoded), proof)
+	for _, secret := range append(created, "previous-token", proof, legacyProof) {
+		assert.NotContains(t, string(encoded), secret)
+	}
 }
 
 func TestSecurityEnrollmentAccessTokenRejectsInvalidProofs(t *testing.T) {
 	user, identity := setupSecurityEnrollmentTest(t)
-	require.NoError(t, model.UpdateUserAccessToken(user.Id, "unchanged-token"))
-	for _, endpoint := range []struct {
-		method, scope string
-		handler       gin.HandlerFunc
-	}{
-		{"GET", service.VerificationScopeAccessTokenGenerate, GenerateAccessToken},
-		{"POST", service.VerificationScopeAccessTokenGenerate, GenerateAccessToken},
-		{"DELETE", service.VerificationScopeAccessTokenRevoke, RevokeAccessToken},
-	} {
-		for _, failure := range []string{"session", "user", "expired"} {
-			t.Run(endpoint.method+"/"+failure, func(t *testing.T) {
-				proof := issueSecurityEnrollmentProof(t, identity, service.VerificationOperation{Scope: endpoint.scope}, "password")
+	require.NoError(t, model.DB.Model(user).Update("access_token", "unchanged-token").Error)
+	_, scoped := createScopedAccessToken(t, user.Id, 0, "profile:read")
+	for _, endpoint := range accessTokenMutationEndpoints(scoped.Id) {
+		for _, failure := range []string{"session", "user version", "expired"} {
+			t.Run(endpoint.name+"/"+failure, func(t *testing.T) {
+				proof := issueSecurityEnrollmentProof(t, identity, service.VerificationOperation{Scope: endpoint.scope, Context: endpoint.context}, "password")
 				requestIdentity := identity
 				code := "SECURITY_PROOF_INVALID"
 				switch failure {
 				case "session":
 					requestIdentity.SessionID = "other-session"
-				case "user":
-					requestIdentity.UserID++
+				case "user version":
+					requestIdentity.UserAuthVersion++
 				case "expired":
 					require.NoError(t, model.DB.Model(&model.AuthFlow{}).Where("purpose = ?", model.AuthFlowPurposeSecurityProof).Update("expires_at", time.Now().Add(-time.Minute)).Error)
 					code = "SECURITY_PROOF_EXPIRED"
 				}
-				response := securityEnrollmentRequest(endpoint.method, "/api/user/token", "", proof, requestIdentity, endpoint.handler)
+				response := securityEnrollmentRequest(endpoint.method, endpoint.path, endpoint.body, proof, requestIdentity, endpoint.handler)
 				assert.Equal(t, http.StatusForbidden, response.Code)
 				assert.Contains(t, response.Body.String(), code)
-				stored, err := model.ValidateAccessToken("unchanged-token")
-				require.NoError(t, err)
-				require.NotNil(t, stored)
-				assert.Equal(t, user.Id, stored.Id)
+				assertAccessTokensUnchanged(t, user.Id, scoped.Id, "unchanged-token")
 			})
 		}
 	}
@@ -324,30 +384,183 @@ func TestSecurityEnrollmentAccessTokenRejectsInvalidProofs(t *testing.T) {
 
 func TestSecurityEnrollmentAccessTokenFailureDoesNotRestoreProof(t *testing.T) {
 	user, identity := setupSecurityEnrollmentTest(t)
-	require.NoError(t, model.UpdateUserAccessToken(user.Id, "unchanged-token"))
-	require.NoError(t, model.DB.Callback().Update().Before("gorm:update").Register("access_token_write_failure", func(tx *gorm.DB) {
-		if tx.Statement.Table == "users" {
-			tx.AddError(errors.New("private database failure"))
+	require.NoError(t, model.DB.Model(user).Update("access_token", "unchanged-token").Error)
+	_, scoped := createScopedAccessToken(t, user.Id, 0, "profile:read")
+	failWrite := func(table string) func(tx *gorm.DB) {
+		return func(tx *gorm.DB) {
+			if tx.Statement.Table == table {
+				tx.AddError(errors.New("private database failure"))
+			}
 		}
-	}))
-	for _, endpoint := range []struct {
-		method, scope string
-		handler       gin.HandlerFunc
-	}{
-		{"POST", service.VerificationScopeAccessTokenGenerate, GenerateAccessToken},
-		{"DELETE", service.VerificationScopeAccessTokenRevoke, RevokeAccessToken},
-	} {
-		proof := issueSecurityEnrollmentProof(t, identity, service.VerificationOperation{Scope: endpoint.scope}, "password")
-		response := securityEnrollmentRequest(endpoint.method, "/api/user/token", "", proof, identity, endpoint.handler)
-		assert.Equal(t, http.StatusInternalServerError, response.Code)
-		assert.NotContains(t, response.Body.String(), "private database")
-		response = securityEnrollmentRequest(endpoint.method, "/api/user/token", "", proof, identity, endpoint.handler)
-		assert.Contains(t, response.Body.String(), `"code":"SECURITY_PROOF_CONSUMED"`)
 	}
-	stored, err := model.ValidateAccessToken("unchanged-token")
+	require.NoError(t, model.DB.Callback().Create().Before("gorm:create").Register("access_token_create_failure", failWrite("user_access_tokens")))
+	require.NoError(t, model.DB.Callback().Delete().Before("gorm:delete").Register("access_token_delete_failure", failWrite("user_access_tokens")))
+	require.NoError(t, model.DB.Callback().Update().Before("gorm:update").Register("legacy_token_update_failure", failWrite("users")))
+	require.NoError(t, model.DB.Callback().Update().Before("gorm:update").Register("access_token_update_failure", failWrite("user_access_tokens")))
+	for _, endpoint := range accessTokenMutationEndpoints(scoped.Id) {
+		t.Run(endpoint.name, func(t *testing.T) {
+			proof := issueSecurityEnrollmentProof(t, identity, service.VerificationOperation{Scope: endpoint.scope, Context: endpoint.context}, "password")
+			response := securityEnrollmentRequest(endpoint.method, endpoint.path, endpoint.body, proof, identity, endpoint.handler)
+			assert.Equal(t, http.StatusInternalServerError, response.Code)
+			assert.NotContains(t, response.Body.String(), "private database")
+			response = securityEnrollmentRequest(endpoint.method, endpoint.path, endpoint.body, proof, identity, endpoint.handler)
+			assert.Contains(t, response.Body.String(), `"code":"SECURITY_PROOF_CONSUMED"`)
+		})
+	}
+	assertAccessTokensUnchanged(t, user.Id, scoped.Id, "unchanged-token")
+}
+
+func decodeSecurityEnrollmentResponse(t *testing.T, response *httptest.ResponseRecorder) securityEnrollmentResponse {
+	t.Helper()
+	var body securityEnrollmentResponse
+	require.NoError(t, common.Unmarshal(response.Body.Bytes(), &body), response.Body.String())
+	return body
+}
+
+// A scoped token completes step-up on its own pat:<id> identity. The change it
+// makes logs out every browser session and leaves the token usable.
+func TestSecurityEnrollmentAccessTokenStepUpDisablesTwoFA(t *testing.T) {
+	user, _ := setupSecurityEnrollmentTest(t)
+	require.NoError(t, model.DB.Create(&model.TwoFA{UserId: user.Id, Secret: "JBSWY3DPEHPK3PXP", IsEnabled: true}).Error)
+	browser, err := service.CreateLoginSession(user.Id, "password", "127.0.0.1", "browser")
 	require.NoError(t, err)
-	require.NotNil(t, stored)
-	assert.Equal(t, user.Id, stored.Id)
+	raw, token := createScopedAccessToken(t, user.Id, 0, "account_security:write", "profile:read")
+	router := newAccessTokenTestRouter()
+
+	response := accessTokenRequest(router, http.MethodGet, "/api/verify/methods?scope=2fa.disable", raw, "", "")
+	body := decodeSecurityEnrollmentResponse(t, response)
+	require.True(t, body.Success, body.Message)
+	var requirements service.VerificationRequirements
+	require.NoError(t, common.Unmarshal(body.Data, &requirements))
+	assert.Equal(t, []service.VerificationMethodOption{{Method: service.VerificationMethodTwoFA, Available: true}}, requirements.Methods)
+
+	code, err := totp.GenerateCode("JBSWY3DPEHPK3PXP", time.Now())
+	require.NoError(t, err)
+	response = accessTokenRequest(router, http.MethodPost, "/api/verify", raw, "", `{"scope":"2fa.disable","method":"2fa","code":"`+code+`"}`)
+	body = decodeSecurityEnrollmentResponse(t, response)
+	require.True(t, body.Success, body.Message)
+	var proof service.SecurityProof
+	require.NoError(t, common.Unmarshal(body.Data, &proof))
+	response = accessTokenRequest(router, http.MethodPost, "/api/user/2fa/disable", raw, proof.ProofToken, `{}`)
+	body = decodeSecurityEnrollmentResponse(t, response)
+	require.True(t, body.Success, body.Message)
+	assert.JSONEq(t, `{}`, string(body.Data), "a token-initiated change issues no browser session")
+
+	twoFA, err := model.GetTwoFAByUserId(user.Id)
+	require.NoError(t, err)
+	assert.False(t, twoFA != nil && twoFA.IsEnabled)
+	assert.Equal(t, http.StatusUnauthorized, accessTokenRequest(router, http.MethodGet, "/api/user/self", browser.AccessToken, "", "").Code)
+	session, err := model.GetUserSessionBySID(browser.Session.SID)
+	require.NoError(t, err)
+	assert.Equal(t, model.UserSessionStatusRevoked, session.Status)
+	assert.Equal(t, http.StatusOK, accessTokenRequest(router, http.MethodGet, "/api/user/self", raw, "", "").Code)
+
+	var audits []model.AuditLog
+	require.NoError(t, model.LOG_DB.Where("action IN ?", []string{"user.security_verify", "user.2fa_disable_self"}).Order("id").Find(&audits).Error)
+	require.Len(t, audits, 2)
+	encoded, err := common.Marshal(audits)
+	require.NoError(t, err)
+	for _, secret := range []string{raw, proof.ProofToken, code} {
+		assert.NotContains(t, string(encoded), secret)
+	}
+	for _, audit := range audits {
+		assert.Equal(t, "access_token", audit.AuthMethod)
+		require.NotNil(t, audit.Other.Op)
+		params, err := common.Marshal(audit.Other.Op.Params)
+		require.NoError(t, err)
+		assert.Contains(t, string(params), `"token_ref":"`+token.TokenHash+`"`)
+	}
+}
+
+func TestSecurityEnrollmentAccessTokenStepUpBoundaries(t *testing.T) {
+	t.Run("token scope gates verification", func(t *testing.T) {
+		user, _ := setupSecurityEnrollmentTest(t)
+		readOnly, _ := createScopedAccessToken(t, user.Id, 0, "profile:read")
+		full, _ := createScopedAccessToken(t, user.Id, 0, "account_security:write", "profile:read", "user:write")
+		router := newAccessTokenTestRouter()
+		for _, request := range []struct {
+			name, credential, path, body string
+		}{
+			{"methods without account security", readOnly, "/api/verify/methods?scope=2fa.setup", ""},
+			{"verify without account security", readOnly, "/api/verify", `{"scope":"2fa.setup","method":"password","password":"enrollment-password"}`},
+			{"token creation", full, "/api/verify", `{"scope":"access_token.generate","method":"password","password":"enrollment-password","context":{"scopes":["profile:read"],"expires_at":0}}`},
+			{"token grant change", full, "/api/verify", `{"scope":"access_token.update","method":"password","password":"enrollment-password","context":{"token_id":1,"scopes":["profile:read"]}}`},
+			{"token revocation", full, "/api/verify", `{"scope":"access_token.revoke","method":"password","password":"enrollment-password","context":{"legacy":true}}`},
+		} {
+			method := http.MethodPost
+			if request.body == "" {
+				method = http.MethodGet
+			}
+			response := accessTokenRequest(router, method, request.path, request.credential, "", request.body)
+			assert.Equal(t, http.StatusForbidden, response.Code, request.name)
+			assert.Equal(t, "SECURITY_ACTION_FORBIDDEN", decodeSecurityEnrollmentResponse(t, response).Code, request.name)
+		}
+		var proofs int64
+		require.NoError(t, model.DB.Model(&model.AuthFlow{}).Where("purpose = ?", model.AuthFlowPurposeSecurityProof).Count(&proofs).Error)
+		assert.Zero(t, proofs)
+	})
+
+	t.Run("OAuth-only accounts have no method for a token", func(t *testing.T) {
+		user, identity := setupSecurityEnrollmentTest(t)
+		require.NoError(t, model.DB.Model(user).Updates(map[string]any{"password": "", "github_id": "linked-user"}).Error)
+		oauth.Register("enrollment-oauth", &enrollmentOAuthProvider{externalID: "linked-user"})
+		t.Cleanup(func() { oauth.Unregister("enrollment-oauth") })
+		raw, _ := createScopedAccessToken(t, user.Id, 0, "account_security:write")
+		router := newAccessTokenTestRouter()
+		body := decodeSecurityEnrollmentResponse(t, accessTokenRequest(router, http.MethodGet, "/api/verify/methods?scope=2fa.setup", raw, "", ""))
+		require.True(t, body.Success, body.Message)
+		var requirements service.VerificationRequirements
+		require.NoError(t, common.Unmarshal(body.Data, &requirements))
+		require.Len(t, requirements.Methods, 1)
+		assert.Equal(t, service.VerificationMethodOAuth, requirements.Methods[0].Method)
+		assert.False(t, requirements.Methods[0].Available)
+		assert.Empty(t, requirements.OAuthProviders)
+		body = decodeSecurityEnrollmentResponse(t, accessTokenRequest(router, http.MethodPost, "/api/verify", raw, "", `{"scope":"2fa.setup","method":"oauth"}`))
+		assert.Equal(t, "SECURITY_METHOD_UNAVAILABLE", body.Code)
+		// The same account still verifies through OAuth in a browser.
+		browser, err := service.GetVerificationRequirements(identity, service.VerificationScopeTwoFASetup)
+		require.NoError(t, err)
+		assert.True(t, browser.Methods[0].Available)
+	})
+
+	t.Run("a proof stays with the token that obtained it", func(t *testing.T) {
+		user, _ := setupSecurityEnrollmentTest(t)
+		browser, err := service.CreateLoginSession(user.Id, "password", "127.0.0.1", "browser")
+		require.NoError(t, err)
+		first, _ := createScopedAccessToken(t, user.Id, 0, "account_security:write")
+		second, _ := createScopedAccessToken(t, user.Id, 0, "account_security:write")
+		router := newAccessTokenTestRouter()
+		body := decodeSecurityEnrollmentResponse(t, accessTokenRequest(router, http.MethodPost, "/api/verify", first, "", `{"scope":"2fa.setup","method":"password","password":"enrollment-password"}`))
+		require.True(t, body.Success, body.Message)
+		var proof service.SecurityProof
+		require.NoError(t, common.Unmarshal(body.Data, &proof))
+		for _, credential := range []string{second, browser.AccessToken} {
+			response := accessTokenRequest(router, http.MethodPost, "/api/user/2fa/setup", credential, proof.ProofToken, `{}`)
+			assert.Equal(t, "SECURITY_PROOF_INVALID", decodeSecurityEnrollmentResponse(t, response).Code)
+		}
+		body = decodeSecurityEnrollmentResponse(t, accessTokenRequest(router, http.MethodPost, "/api/user/2fa/setup", first, proof.ProofToken, `{}`))
+		assert.True(t, body.Success, "rejected holders do not burn the proof: %s", body.Message)
+	})
+
+	t.Run("revoking the token voids its proof", func(t *testing.T) {
+		user, _ := setupSecurityEnrollmentTest(t)
+		raw, token := createScopedAccessToken(t, user.Id, 0, "account_security:write")
+		router := newAccessTokenTestRouter()
+		body := decodeSecurityEnrollmentResponse(t, accessTokenRequest(router, http.MethodPost, "/api/verify", raw, "", `{"scope":"2fa.setup","method":"password","password":"enrollment-password"}`))
+		require.True(t, body.Success, body.Message)
+		var proof service.SecurityProof
+		require.NoError(t, common.Unmarshal(body.Data, &proof))
+		_, err := model.DeleteUserAccessToken(user.Id, token.Id)
+		require.NoError(t, err)
+		assert.Equal(t, http.StatusUnauthorized, accessTokenRequest(router, http.MethodPost, "/api/user/2fa/setup", raw, proof.ProofToken, `{}`).Code)
+		// A request that authenticated just before the revocation cannot spend it either.
+		identity := service.AuthIdentity{UserID: user.Id, SessionID: model.AccessTokenSessionID(token.Id), UserAuthVersion: user.AuthVersion, SessionVersion: model.AccessTokenSessionVersion}
+		_, err = service.ConsumeOperationProof(proof.ProofToken, identity, service.VerificationOperation{Scope: service.VerificationScopeTwoFASetup})
+		assert.Error(t, err)
+		var consumed int64
+		require.NoError(t, model.DB.Model(&model.AuthFlow{}).Where("purpose = ? AND consumed_at IS NOT NULL", model.AuthFlowPurposeSecurityProof).Count(&consumed).Error)
+		assert.Zero(t, consumed)
+	})
 }
 
 func authorizeSecurityEnrollment(t *testing.T, identity service.AuthIdentity) *model.AuthFlowAuthorization {
@@ -433,10 +646,11 @@ func TestSecurityEnrollmentRejectsMissingProofBeforeCreatingCredentials(t *testi
 }
 
 type securityEnrollmentResponse struct {
-	Success bool            `json:"success"`
-	Message string          `json:"message"`
-	Code    string          `json:"code"`
-	Data    json.RawMessage `json:"data"`
+	Success    bool            `json:"success"`
+	Message    string          `json:"message"`
+	MessageKey string          `json:"message_key"`
+	Code       string          `json:"code"`
+	Data       json.RawMessage `json:"data"`
 }
 
 func TestSecurityEnrollmentMethodPolicy(t *testing.T) {
@@ -553,10 +767,34 @@ func TestSecurityEnrollmentOperationContext(t *testing.T) {
 		{"array context", "passkey.register", `[]`, service.ErrVerificationContextInvalid},
 		{"empty enrollment", "passkey.register", `{}`, nil},
 		{"implicit enrollment", "passkey.register", ``, nil},
-		{"generate access token", "access_token.generate", `{}`, nil},
-		{"revoke access token", "access_token.revoke", ``, nil},
+		{"generate access token", "access_token.generate", `{"scopes":["profile:read"],"expires_at":0}`, nil},
+		{"generate access token without grant", "access_token.generate", `{}`, service.ErrVerificationContextInvalid},
+		{"generate access token empty grant", "access_token.generate", `{"scopes":[],"expires_at":0}`, service.ErrVerificationContextInvalid},
+		{"generate access token negative expiry", "access_token.generate", `{"scopes":["profile:read"],"expires_at":-1}`, service.ErrVerificationContextInvalid},
+		{"update access token", "access_token.update", `{"token_id":3,"scopes":["profile:read"]}`, nil},
+		{"update access token without target", "access_token.update", `{"scopes":["profile:read"]}`, service.ErrVerificationContextInvalid},
+		{"update access token without grant", "access_token.update", `{"token_id":3}`, service.ErrVerificationContextInvalid},
+		{"update access token empty grant", "access_token.update", `{"token_id":3,"scopes":[]}`, service.ErrVerificationContextInvalid},
+		{"update access token target injection", "access_token.update", `{"token_id":3,"scopes":["profile:read"],"user_id":42}`, service.ErrVerificationContextInvalid},
+		{"revoke access token", "access_token.revoke", `{"token_id":3}`, nil},
+		{"revoke legacy access token", "access_token.revoke", `{"legacy":true}`, nil},
+		{"revoke access token without target", "access_token.revoke", ``, service.ErrVerificationContextInvalid},
+		{"revoke access token two targets", "access_token.revoke", `{"token_id":3,"legacy":true}`, service.ErrVerificationContextInvalid},
 		{"access token target injection", "access_token.revoke", `{"user_id":42}`, service.ErrVerificationContextInvalid},
 		{"enrollment target injection", "passkey.register", `{"user_id":42}`, service.ErrVerificationContextInvalid},
+		{"admin user", "admin.user.delete", `{"user_id":7}`, nil},
+		{"admin user zero", "admin.user.delete", `{"user_id":0}`, service.ErrVerificationContextInvalid},
+		{"admin user extra field", "admin.user.update", `{"user_id":7,"password":"x"}`, service.ErrVerificationContextInvalid},
+		{"admin manage", "admin.user.manage", `{"user_id":7,"action":"promote"}`, nil},
+		{"admin manage quota", "admin.user.manage", `{"user_id":7,"action":"add_quota"}`, service.ErrVerificationContextInvalid},
+		{"admin manage delete", "admin.user.manage", `{"user_id":7,"action":"delete"}`, service.ErrVerificationContextInvalid},
+		{"admin binding type", "admin.user.binding.clear", `{"user_id":7,"binding_type":"github"}`, nil},
+		{"admin binding provider", "admin.user.binding.clear", `{"user_id":7,"provider_id":3}`, nil},
+		{"admin binding both", "admin.user.binding.clear", `{"user_id":7,"binding_type":"github","provider_id":3}`, service.ErrVerificationContextInvalid},
+		{"admin binding neither", "admin.user.binding.clear", `{"user_id":7}`, service.ErrVerificationContextInvalid},
+		{"admin create administrator", "admin.user.create", `{"role":10}`, nil},
+		{"admin create common user", "admin.user.create", `{"role":1}`, service.ErrVerificationContextInvalid},
+		{"admin create unknown role", "admin.user.create", `{"role":50}`, service.ErrVerificationContextInvalid},
 		{"unknown scope", "user.email.change", `{}`, service.ErrProofScope},
 	} {
 		t.Run(test.name, func(t *testing.T) {
@@ -572,6 +810,11 @@ func TestSecurityEnrollmentOperationContext(t *testing.T) {
 	secondBinding, err := service.BindVerificationOperation(reordered)
 	require.NoError(t, err)
 	assert.Equal(t, firstBinding, secondBinding)
+	sortedGrant, err := service.BindVerificationOperation(service.VerificationOperation{Scope: "access_token.generate", Context: []byte(`{"scopes":["profile:read","usage:read"],"expires_at":0}`)})
+	require.NoError(t, err)
+	unsortedGrant, err := service.BindVerificationOperation(service.VerificationOperation{Scope: "access_token.generate", Context: []byte(`{"expires_at":0,"scopes":["usage:read"," profile:read","usage:read"]}`)})
+	require.NoError(t, err)
+	assert.Equal(t, sortedGrant, unsortedGrant, "a grant binds as a set")
 }
 
 func TestSecurityEnrollmentChannelProofRejectsMismatchesBeforeConsumption(t *testing.T) {
@@ -1168,7 +1411,7 @@ func TestSecurityEnrollmentTwoFAFailureAccountingAndStorageErrors(t *testing.T)
 		require.NoError(t, common.Unmarshal(response.Body.Bytes(), &body))
 		assert.False(t, body.Success, endpoint.path)
 		if endpoint.path == "/api/user/login/2fa" {
-			assert.Equal(t, "参数错误", body.Message, endpoint.path)
+			assert.Equal(t, "Invalid parameters", body.Message, endpoint.path)
 		} else {
 			assert.Equal(t, "SECURITY_PROOF_REQUIRED", body.Code, endpoint.path)
 		}
@@ -1535,23 +1778,21 @@ func TestSecurityEnrollmentMissingTargetsAreBusinessErrors(t *testing.T) {
 	_, identity := setupSecurityEnrollmentTest(t)
 	require.NoError(t, model.DB.AutoMigrate(&model.Channel{}))
 	for _, target := range []struct {
-		path, key string
-		handler   gin.HandlerFunc
+		path, message string
+		handler       gin.HandlerFunc
 	}{
-		{"/api/channel/999/key", i18n.MsgChannelNotExists, GetChannelKey},
-		{"/api/user/999/2fa", i18n.MsgUserNotExists, AdminDisable2FA},
+		{"/api/channel/999/key", "Channel does not exist", GetChannelKey},
+		{"/api/user/999/2fa", "User does not exist", AdminDisable2FA},
 	} {
-		var expectedMessage string
 		response := securityEnrollmentRequest("POST", target.path, "", "", identity, func(c *gin.Context) {
 			c.Params = gin.Params{{Key: "id", Value: "999"}}
-			expectedMessage = i18n.T(c, target.key)
 			target.handler(c)
 		})
 		assert.Equal(t, http.StatusOK, response.Code)
 		var body securityEnrollmentResponse
 		require.NoError(t, common.Unmarshal(response.Body.Bytes(), &body))
 		assert.False(t, body.Success)
-		assert.Equal(t, expectedMessage, body.Message)
+		assert.Equal(t, target.message, body.Message)
 		assert.NotEqual(t, "AUTH_UNAUTHORIZED", body.Code)
 		for _, id := range []string{"invalid", "0", "-1"} {
 			invalid := securityEnrollmentRequest("POST", target.path, "", "", identity, func(c *gin.Context) {
diff --git a/controller/setup.go b/controller/setup.go
index 58a8457..ef52d21 100644
--- a/controller/setup.go
+++ b/controller/setup.go
@@ -46,10 +46,7 @@ func GetSetup(c *gin.Context) {
 func PostSetup(c *gin.Context) {
 	// Check if setup is already completed
 	if constant.Setup {
-		c.JSON(200, gin.H{
-			"success": false,
-			"message": "系统已经初始化完成",
-		})
+		common.ApiErrorT(c, "The system is already initialized")
 		return
 	}
 
@@ -59,10 +56,7 @@ func PostSetup(c *gin.Context) {
 	var req SetupRequest
 	err := c.ShouldBindJSON(&req)
 	if err != nil {
-		c.JSON(200, gin.H{
-			"success": false,
-			"message": "请求参数有误",
-		})
+		common.ApiErrorT(c, "Invalid parameters")
 		return
 	}
 
@@ -70,18 +64,12 @@ func PostSetup(c *gin.Context) {
 	if !rootExists {
 		// Validate username length: max 12 characters to align with model.User validation
 		if len(req.Username) > 12 {
-			c.JSON(200, gin.H{
-				"success": false,
-				"message": "用户名长度不能超过12个字符",
-			})
+			common.ApiErrorT(c, "Username must be {{max}} characters or fewer", map[string]any{"max": 12})
 			return
 		}
 		// Validate password
 		if req.Password != req.ConfirmPassword {
-			c.JSON(200, gin.H{
-				"success": false,
-				"message": "两次输入的密码不一致",
-			})
+			common.ApiErrorT(c, "Passwords do not match")
 			return
 		}
 
@@ -96,10 +84,7 @@ func PostSetup(c *gin.Context) {
 		// Create root user
 		hashedPassword, err := common.HashAccountPassword(req.Password)
 		if err != nil {
-			c.JSON(200, gin.H{
-				"success": false,
-				"message": "系统错误: " + err.Error(),
-			})
+			common.ApiErrorT(c, "System error: {{error}}", map[string]any{"error": err.Error()})
 			return
 		}
 		rootUser := model.User{
@@ -113,10 +98,7 @@ func PostSetup(c *gin.Context) {
 		}
 		err = model.DB.Create(&rootUser).Error
 		if err != nil {
-			c.JSON(200, gin.H{
-				"success": false,
-				"message": "创建管理员账号失败: " + err.Error(),
-			})
+			common.ApiErrorT(c, "Failed to create the administrator account: {{error}}", map[string]any{"error": err.Error()})
 			return
 		}
 	}
@@ -128,19 +110,13 @@ func PostSetup(c *gin.Context) {
 	// Save operation modes to database for persistence
 	err = model.UpdateOption("SelfUseModeEnabled", boolToString(req.SelfUseModeEnabled))
 	if err != nil {
-		c.JSON(200, gin.H{
-			"success": false,
-			"message": "保存自用模式设置失败: " + err.Error(),
-		})
+		common.ApiErrorT(c, "Failed to save the self-use mode setting: {{error}}", map[string]any{"error": err.Error()})
 		return
 	}
 
 	err = model.UpdateOption("DemoSiteEnabled", boolToString(req.DemoSiteEnabled))
 	if err != nil {
-		c.JSON(200, gin.H{
-			"success": false,
-			"message": "保存演示站点模式设置失败: " + err.Error(),
-		})
+		common.ApiErrorT(c, "Failed to save the demo site mode setting: {{error}}", map[string]any{"error": err.Error()})
 		return
 	}
 
@@ -153,17 +129,11 @@ func PostSetup(c *gin.Context) {
 	}
 	err = model.DB.Create(&setup).Error
 	if err != nil {
-		c.JSON(200, gin.H{
-			"success": false,
-			"message": "系统初始化失败: " + err.Error(),
-		})
+		common.ApiErrorT(c, "Failed to initialize the system: {{error}}", map[string]any{"error": err.Error()})
 		return
 	}
 
-	c.JSON(200, gin.H{
-		"success": true,
-		"message": "系统初始化成功",
-	})
+	common.ApiSuccessT(c, "System initialized successfully", nil)
 }
 
 func boolToString(b bool) string {
diff --git a/controller/status_page.go b/controller/status_page.go
index cb00a17..39cb7d3 100644
--- a/controller/status_page.go
+++ b/controller/status_page.go
@@ -62,6 +62,7 @@ func UpdateStatusPageGroup(c *gin.Context) {
 		return
 	}
 	service.InvalidateGroupQualityCache()
+	publishGroupStatusChange()
 	c.JSON(http.StatusOK, gin.H{"success": true})
 }
 
@@ -89,6 +90,9 @@ func GetSiteGroupStatus(c *gin.Context) {
 	for i := range results {
 		monitors := make([]Monitor, 0, len(results[i].Monitors))
 		for _, monitor := range results[i].Monitors {
+			if monitor.Group == "luna" || monitor.Group == "gpt-images" {
+				continue
+			}
 			monitor.Tags = metadata[monitor.Group].Tags
 			monitor.RecentDegraded = recent[monitor.Group] && !metadata[monitor.Group].HideRecentDegraded
 			monitor.Name = monitor.Group
diff --git a/controller/subscription.go b/controller/subscription.go
index 599b82d..4f9ed09 100644
--- a/controller/subscription.go
+++ b/controller/subscription.go
@@ -1,7 +1,6 @@
 package controller
 
 import (
-	"fmt"
 	"strconv"
 	"strings"
 
@@ -78,7 +77,7 @@ func UpdateSubscriptionPreference(c *gin.Context) {
 	userId := c.GetInt("id")
 	var req BillingPreferenceRequest
 	if err := c.ShouldBindJSON(&req); err != nil {
-		common.ApiErrorMsg(c, "参数错误")
+		common.ApiErrorT(c, "Invalid parameters")
 		return
 	}
 	pref := common.NormalizeBillingPreference(req.BillingPreference)
@@ -105,7 +104,7 @@ func SubscriptionRequestBalancePay(c *gin.Context) {
 	userId := c.GetInt("id")
 	var req SubscriptionBalancePayRequest
 	if err := c.ShouldBindJSON(&req); err != nil || req.PlanId <= 0 {
-		common.ApiErrorMsg(c, "参数错误")
+		common.ApiErrorT(c, "Invalid parameters")
 		return
 	}
 
@@ -145,20 +144,20 @@ func AdminCreateSubscriptionPlan(c *gin.Context) {
 
 	var req AdminUpsertSubscriptionPlanRequest
 	if err := c.ShouldBindJSON(&req); err != nil {
-		common.ApiErrorMsg(c, "参数错误")
+		common.ApiErrorT(c, "Invalid parameters")
 		return
 	}
 	req.Plan.Id = 0
 	if strings.TrimSpace(req.Plan.Title) == "" {
-		common.ApiErrorMsg(c, "套餐标题不能为空")
+		common.ApiErrorT(c, "Subscription plan title cannot be empty")
 		return
 	}
 	if req.Plan.PriceAmount < 0 {
-		common.ApiErrorMsg(c, "价格不能为负数")
+		common.ApiErrorT(c, "Price cannot be negative")
 		return
 	}
 	if req.Plan.PriceAmount > 9999 {
-		common.ApiErrorMsg(c, "价格不能超过9999")
+		common.ApiErrorT(c, "Price cannot exceed 9999")
 		return
 	}
 	if req.Plan.Currency == "" {
@@ -178,30 +177,30 @@ func AdminCreateSubscriptionPlan(c *gin.Context) {
 		req.Plan.DurationValue = 1
 	}
 	if req.Plan.MaxPurchasePerUser < 0 {
-		common.ApiErrorMsg(c, "购买上限不能为负数")
+		common.ApiErrorT(c, "Purchase limit cannot be negative")
 		return
 	}
 	if req.Plan.TotalAmount < 0 {
-		common.ApiErrorMsg(c, "总额度不能为负数")
+		common.ApiErrorT(c, "Total quota cannot be negative")
 		return
 	}
 	req.Plan.UpgradeGroup = strings.TrimSpace(req.Plan.UpgradeGroup)
 	if req.Plan.UpgradeGroup != "" {
 		if _, ok := ratio_setting.GetGroupRatioCopy()[req.Plan.UpgradeGroup]; !ok {
-			common.ApiErrorMsg(c, "升级分组不存在")
+			common.ApiErrorT(c, "Upgrade group does not exist")
 			return
 		}
 	}
 	req.Plan.DowngradeGroup = strings.TrimSpace(req.Plan.DowngradeGroup)
 	if req.Plan.DowngradeGroup != "" {
 		if _, ok := ratio_setting.GetGroupRatioCopy()[req.Plan.DowngradeGroup]; !ok {
-			common.ApiErrorMsg(c, "降级分组不存在")
+			common.ApiErrorT(c, "Downgrade group does not exist")
 			return
 		}
 	}
 	req.Plan.QuotaResetPeriod = model.NormalizeResetPeriod(req.Plan.QuotaResetPeriod)
 	if req.Plan.QuotaResetPeriod == model.SubscriptionResetCustom && req.Plan.QuotaResetCustomSeconds <= 0 {
-		common.ApiErrorMsg(c, "自定义重置周期需大于0秒")
+		common.ApiErrorT(c, "Custom reset cycle must be greater than 0 seconds")
 		return
 	}
 	err := model.DB.Create(&req.Plan).Error
@@ -220,24 +219,24 @@ func AdminUpdateSubscriptionPlan(c *gin.Context) {
 
 	id, _ := strconv.Atoi(c.Param("id"))
 	if id <= 0 {
-		common.ApiErrorMsg(c, "无效的ID")
+		common.ApiErrorT(c, "Invalid ID")
 		return
 	}
 	var req AdminUpsertSubscriptionPlanRequest
 	if err := c.ShouldBindJSON(&req); err != nil {
-		common.ApiErrorMsg(c, "参数错误")
+		common.ApiErrorT(c, "Invalid parameters")
 		return
 	}
 	if strings.TrimSpace(req.Plan.Title) == "" {
-		common.ApiErrorMsg(c, "套餐标题不能为空")
+		common.ApiErrorT(c, "Subscription plan title cannot be empty")
 		return
 	}
 	if req.Plan.PriceAmount < 0 {
-		common.ApiErrorMsg(c, "价格不能为负数")
+		common.ApiErrorT(c, "Price cannot be negative")
 		return
 	}
 	if req.Plan.PriceAmount > 9999 {
-		common.ApiErrorMsg(c, "价格不能超过9999")
+		common.ApiErrorT(c, "Price cannot exceed 9999")
 		return
 	}
 	req.Plan.Id = id
@@ -252,30 +251,30 @@ func AdminUpdateSubscriptionPlan(c *gin.Context) {
 		req.Plan.DurationValue = 1
 	}
 	if req.Plan.MaxPurchasePerUser < 0 {
-		common.ApiErrorMsg(c, "购买上限不能为负数")
+		common.ApiErrorT(c, "Purchase limit cannot be negative")
 		return
 	}
 	if req.Plan.TotalAmount < 0 {
-		common.ApiErrorMsg(c, "总额度不能为负数")
+		common.ApiErrorT(c, "Total quota cannot be negative")
 		return
 	}
 	req.Plan.UpgradeGroup = strings.TrimSpace(req.Plan.UpgradeGroup)
 	if req.Plan.UpgradeGroup != "" {
 		if _, ok := ratio_setting.GetGroupRatioCopy()[req.Plan.UpgradeGroup]; !ok {
-			common.ApiErrorMsg(c, "升级分组不存在")
+			common.ApiErrorT(c, "Upgrade group does not exist")
 			return
 		}
 	}
 	req.Plan.DowngradeGroup = strings.TrimSpace(req.Plan.DowngradeGroup)
 	if req.Plan.DowngradeGroup != "" {
 		if _, ok := ratio_setting.GetGroupRatioCopy()[req.Plan.DowngradeGroup]; !ok {
-			common.ApiErrorMsg(c, "降级分组不存在")
+			common.ApiErrorT(c, "Downgrade group does not exist")
 			return
 		}
 	}
 	req.Plan.QuotaResetPeriod = model.NormalizeResetPeriod(req.Plan.QuotaResetPeriod)
 	if req.Plan.QuotaResetPeriod == model.SubscriptionResetCustom && req.Plan.QuotaResetCustomSeconds <= 0 {
-		common.ApiErrorMsg(c, "自定义重置周期需大于0秒")
+		common.ApiErrorT(c, "Custom reset cycle must be greater than 0 seconds")
 		return
 	}
 
@@ -332,12 +331,12 @@ func AdminUpdateSubscriptionPlanStatus(c *gin.Context) {
 
 	id, _ := strconv.Atoi(c.Param("id"))
 	if id <= 0 {
-		common.ApiErrorMsg(c, "无效的ID")
+		common.ApiErrorT(c, "Invalid ID")
 		return
 	}
 	var req AdminUpdateSubscriptionPlanStatusRequest
 	if err := c.ShouldBindJSON(&req); err != nil || req.Enabled == nil {
-		common.ApiErrorMsg(c, "参数错误")
+		common.ApiErrorT(c, "Invalid parameters")
 		return
 	}
 	if err := model.DB.Model(&model.SubscriptionPlan{}).Where("id = ?", id).Update("enabled", *req.Enabled).Error; err != nil {
@@ -360,7 +359,7 @@ func AdminBindSubscription(c *gin.Context) {
 
 	var req AdminBindSubscriptionRequest
 	if err := c.ShouldBindJSON(&req); err != nil || req.UserId <= 0 || req.PlanId <= 0 {
-		common.ApiErrorMsg(c, "参数错误")
+		common.ApiErrorT(c, "Invalid parameters")
 		return
 	}
 	msg, err := model.AdminBindSubscription(req.UserId, req.PlanId, "")
@@ -368,11 +367,19 @@ func AdminBindSubscription(c *gin.Context) {
 		common.ApiError(c, err)
 		return
 	}
-	if msg != "" {
-		common.ApiSuccess(c, gin.H{"message": msg})
+	subscriptionChangeSuccess(c, msg)
+}
+
+// subscriptionChangeSuccess replies to an admin subscription change. notice
+// tells the admin how the user's group changes, when it does.
+func subscriptionChangeSuccess(c *gin.Context, notice *common.Message) {
+	if notice == nil {
+		common.ApiSuccess(c, nil)
 		return
 	}
-	common.ApiSuccess(c, nil)
+	data := notice.Fields()
+	data["message"] = notice.Error()
+	common.ApiSuccess(c, data)
 }
 
 // ---- Admin: user subscription management ----
@@ -380,7 +387,7 @@ func AdminBindSubscription(c *gin.Context) {
 func AdminListUserSubscriptions(c *gin.Context) {
 	userId, _ := strconv.Atoi(c.Param("id"))
 	if userId <= 0 {
-		common.ApiErrorMsg(c, "无效的用户ID")
+		common.ApiErrorT(c, "Invalid user ID")
 		return
 	}
 	subs, err := model.GetAllUserSubscriptions(userId)
@@ -411,9 +418,12 @@ func recordSubscriptionResetUserLogs(c *gin.Context, result *model.SubscriptionR
 	if result == nil || result.ResetCount == 0 {
 		return
 	}
-	content := fmt.Sprintf("管理员重置订阅套餐 %s（ID: %d）额度", result.PlanTitle, result.PlanId)
+	const action = "subscription.user_quota_reset"
+	params := map[string]any{"plan_id": result.PlanId, "plan_title": result.PlanTitle}
+	operation := model.AuditOperation{Action: action, Params: params}
+	content := auditContentEN(action, params)
 	for _, userId := range result.AffectedUserIds {
-		model.RecordLogWithAdminInfo(userId, model.LogTypeManage, content, adminInfo, nil, c)
+		model.RecordLogWithAdminInfo(userId, model.LogTypeManage, content, adminInfo, &operation, c)
 	}
 }
 
@@ -425,12 +435,12 @@ func AdminCreateUserSubscription(c *gin.Context) {
 
 	userId, _ := strconv.Atoi(c.Param("id"))
 	if userId <= 0 {
-		common.ApiErrorMsg(c, "无效的用户ID")
+		common.ApiErrorT(c, "Invalid user ID")
 		return
 	}
 	var req AdminCreateUserSubscriptionRequest
 	if err := c.ShouldBindJSON(&req); err != nil || req.PlanId <= 0 {
-		common.ApiErrorMsg(c, "参数错误")
+		common.ApiErrorT(c, "Invalid parameters")
 		return
 	}
 	msg, err := model.AdminBindSubscription(userId, req.PlanId, "")
@@ -438,26 +448,22 @@ func AdminCreateUserSubscription(c *gin.Context) {
 		common.ApiError(c, err)
 		return
 	}
-	if msg != "" {
-		common.ApiSuccess(c, gin.H{"message": msg})
-		return
-	}
-	common.ApiSuccess(c, nil)
+	subscriptionChangeSuccess(c, msg)
 }
 
 func AdminResetUserSubscriptionsByPlan(c *gin.Context) {
 	userId, _ := strconv.Atoi(c.Param("id"))
 	if userId <= 0 {
-		common.ApiErrorMsg(c, "无效的用户ID")
+		common.ApiErrorT(c, "Invalid user ID")
 		return
 	}
 	var req AdminResetSubscriptionRequest
 	if err := c.ShouldBindJSON(&req); err != nil {
-		common.ApiErrorMsg(c, "参数错误")
+		common.ApiErrorT(c, "Invalid parameters")
 		return
 	}
 	if req.PlanId <= 0 {
-		common.ApiErrorMsg(c, "参数错误")
+		common.ApiErrorT(c, "Invalid parameters")
 		return
 	}
 	advanceResetTime := resolveAdvanceResetTime(req.AdvanceResetTime)
@@ -481,12 +487,12 @@ func AdminResetUserSubscriptionsByPlan(c *gin.Context) {
 func AdminResetPlanSubscriptions(c *gin.Context) {
 	planId, _ := strconv.Atoi(c.Param("id"))
 	if planId <= 0 {
-		common.ApiErrorMsg(c, "无效的ID")
+		common.ApiErrorT(c, "Invalid ID")
 		return
 	}
 	var req AdminResetSubscriptionRequest
 	if err := c.ShouldBindJSON(&req); err != nil {
-		common.ApiErrorMsg(c, "参数错误")
+		common.ApiErrorT(c, "Invalid parameters")
 		return
 	}
 	advanceResetTime := resolveAdvanceResetTime(req.AdvanceResetTime)
@@ -496,7 +502,7 @@ func AdminResetPlanSubscriptions(c *gin.Context) {
 		return
 	}
 	recordSubscriptionResetUserLogs(c, result, auditOperatorInfo(c))
-	common.SysLog(fmt.Sprintf("admin reset subscription plan %d quota: reset_count=%d user_count=%d advance_reset_time=%t",
+	common.SysLog(common.LogText("admin reset subscription plan %d quota: reset_count=%d user_count=%d advance_reset_time=%t",
 		result.PlanId, result.ResetCount, result.UserCount, result.AdvanceResetTime))
 	recordManageAudit(c, "subscription.plan_reset", map[string]any{
 		"plan_id":            result.PlanId,
@@ -512,7 +518,7 @@ func AdminResetPlanSubscriptions(c *gin.Context) {
 func AdminInvalidateUserSubscription(c *gin.Context) {
 	subId, _ := strconv.Atoi(c.Param("id"))
 	if subId <= 0 {
-		common.ApiErrorMsg(c, "无效的订阅ID")
+		common.ApiErrorT(c, "Invalid subscription ID")
 		return
 	}
 	msg, err := model.AdminInvalidateUserSubscription(subId)
@@ -520,18 +526,14 @@ func AdminInvalidateUserSubscription(c *gin.Context) {
 		common.ApiError(c, err)
 		return
 	}
-	if msg != "" {
-		common.ApiSuccess(c, gin.H{"message": msg})
-		return
-	}
-	common.ApiSuccess(c, nil)
+	subscriptionChangeSuccess(c, msg)
 }
 
 // AdminDeleteUserSubscription hard-deletes a user subscription.
 func AdminDeleteUserSubscription(c *gin.Context) {
 	subId, _ := strconv.Atoi(c.Param("id"))
 	if subId <= 0 {
-		common.ApiErrorMsg(c, "无效的订阅ID")
+		common.ApiErrorT(c, "Invalid subscription ID")
 		return
 	}
 	msg, err := model.AdminDeleteUserSubscription(subId)
@@ -539,9 +541,5 @@ func AdminDeleteUserSubscription(c *gin.Context) {
 		common.ApiError(c, err)
 		return
 	}
-	if msg != "" {
-		common.ApiSuccess(c, gin.H{"message": msg})
-		return
-	}
-	common.ApiSuccess(c, nil)
+	subscriptionChangeSuccess(c, msg)
 }
diff --git a/controller/subscription_payment_creem.go b/controller/subscription_payment_creem.go
index a449bc1..b264cf2 100644
--- a/controller/subscription_payment_creem.go
+++ b/controller/subscription_payment_creem.go
@@ -2,7 +2,6 @@ package controller
 
 import (
 	"bytes"
-	"fmt"
 	"io"
 	"net/http"
 	"time"
@@ -30,14 +29,14 @@ func SubscriptionRequestCreemPay(c *gin.Context) {
 	// Keep body for debugging consistency (like RequestCreemPay)
 	bodyBytes, err := io.ReadAll(c.Request.Body)
 	if err != nil {
-		logger.LogError(c.Request.Context(), fmt.Sprintf("Creem 订阅支付请求读取失败 error=%q", err.Error()))
+		logger.LogError(c.Request.Context(), common.LogText("Creem failed to read subscription payment request error=%q", err.Error()))
 		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "read query error"})
 		return
 	}
 	c.Request.Body = io.NopCloser(bytes.NewReader(bodyBytes))
 
 	if err := c.ShouldBindJSON(&req); err != nil || req.PlanId <= 0 {
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "参数错误"})
+		paymentError(c, common.NewMessage("Invalid parameters"))
 		return
 	}
 
@@ -47,15 +46,15 @@ func SubscriptionRequestCreemPay(c *gin.Context) {
 		return
 	}
 	if !plan.Enabled {
-		common.ApiErrorMsg(c, "套餐未启用")
+		common.ApiErrorT(c, "Subscription plan is not enabled")
 		return
 	}
 	if plan.CreemProductId == "" {
-		common.ApiErrorMsg(c, "该套餐未配置 CreemProductId")
+		common.ApiErrorT(c, "CreemProductId is not configured for this plan")
 		return
 	}
 	if setting.CreemWebhookSecret == "" && !setting.CreemTestMode {
-		common.ApiErrorMsg(c, "Creem Webhook 未配置")
+		common.ApiErrorT(c, "Creem webhook is not configured")
 		return
 	}
 
@@ -66,7 +65,7 @@ func SubscriptionRequestCreemPay(c *gin.Context) {
 		return
 	}
 	if user == nil {
-		common.ApiErrorMsg(c, "用户不存在")
+		common.ApiErrorT(c, "User does not exist")
 		return
 	}
 
@@ -77,7 +76,7 @@ func SubscriptionRequestCreemPay(c *gin.Context) {
 			return
 		}
 		if count >= int64(plan.MaxPurchasePerUser) {
-			common.ApiErrorMsg(c, "已达到该套餐购买上限")
+			common.ApiErrorT(c, "Purchase limit for this plan has been reached")
 			return
 		}
 	}
@@ -97,7 +96,7 @@ func SubscriptionRequestCreemPay(c *gin.Context) {
 		Status:          common.TopUpStatusPending,
 	}
 	if err := order.Insert(); err != nil {
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "创建订单失败"})
+		paymentError(c, common.NewMessage("Failed to create order"))
 		return
 	}
 
@@ -121,8 +120,8 @@ func SubscriptionRequestCreemPay(c *gin.Context) {
 
 	checkoutUrl, err := genCreemLink(c.Request.Context(), referenceId, product, user.Email, user.Username)
 	if err != nil {
-		logger.LogError(c.Request.Context(), fmt.Sprintf("Creem 订阅支付链接创建失败 trade_no=%s product_id=%s error=%q", referenceId, product.ProductId, err.Error()))
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "拉起支付失败"})
+		logger.LogError(c.Request.Context(), common.LogText("Creem failed to create subscription payment link trade_no=%s product_id=%s error=%q", referenceId, product.ProductId, err.Error()))
+		paymentError(c, common.NewMessage("Failed to start payment"))
 		return
 	}
 
diff --git a/controller/subscription_payment_epay.go b/controller/subscription_payment_epay.go
index 139b7b8..3654ee6 100644
--- a/controller/subscription_payment_epay.go
+++ b/controller/subscription_payment_epay.go
@@ -28,7 +28,7 @@ func SubscriptionRequestEpay(c *gin.Context) {
 
 	var req SubscriptionEpayPayRequest
 	if err := c.ShouldBindJSON(&req); err != nil || req.PlanId <= 0 {
-		common.ApiErrorMsg(c, "参数错误")
+		common.ApiErrorT(c, "Invalid parameters")
 		return
 	}
 
@@ -38,15 +38,15 @@ func SubscriptionRequestEpay(c *gin.Context) {
 		return
 	}
 	if !plan.Enabled {
-		common.ApiErrorMsg(c, "套餐未启用")
+		common.ApiErrorT(c, "Subscription plan is not enabled")
 		return
 	}
 	if plan.PriceAmount < 0.01 {
-		common.ApiErrorMsg(c, "套餐金额过低")
+		common.ApiErrorT(c, "Plan amount is too low")
 		return
 	}
 	if !operation_setting.ContainsPayMethod(req.PaymentMethod) {
-		common.ApiErrorMsg(c, "支付方式不存在")
+		common.ApiErrorT(c, "Payment method does not exist")
 		return
 	}
 
@@ -58,7 +58,7 @@ func SubscriptionRequestEpay(c *gin.Context) {
 			return
 		}
 		if count >= int64(plan.MaxPurchasePerUser) {
-			common.ApiErrorMsg(c, "已达到该套餐购买上限")
+			common.ApiErrorT(c, "Purchase limit for this plan has been reached")
 			return
 		}
 	}
@@ -66,12 +66,12 @@ func SubscriptionRequestEpay(c *gin.Context) {
 	callBackAddress := service.GetCallbackAddress()
 	returnUrl, err := url.Parse(callBackAddress + "/api/subscription/epay/return")
 	if err != nil {
-		common.ApiErrorMsg(c, "回调地址配置错误")
+		common.ApiErrorT(c, "Callback URL configuration error")
 		return
 	}
 	notifyUrl, err := url.Parse(callBackAddress + "/api/subscription/epay/notify")
 	if err != nil {
-		common.ApiErrorMsg(c, "回调地址配置错误")
+		common.ApiErrorT(c, "Callback URL configuration error")
 		return
 	}
 
@@ -80,7 +80,7 @@ func SubscriptionRequestEpay(c *gin.Context) {
 
 	client := GetEpayClient()
 	if client == nil {
-		common.ApiErrorMsg(c, "当前管理员未配置支付信息")
+		common.ApiErrorT(c, "Payment information has not been configured by administrator")
 		return
 	}
 
@@ -95,7 +95,7 @@ func SubscriptionRequestEpay(c *gin.Context) {
 		Status:          common.TopUpStatusPending,
 	}
 	if err := order.Insert(); err != nil {
-		common.ApiErrorMsg(c, "创建订单失败")
+		common.ApiErrorT(c, "Failed to create order")
 		return
 	}
 	uri, params, err := client.Purchase(&epay.PurchaseArgs{
@@ -109,7 +109,7 @@ func SubscriptionRequestEpay(c *gin.Context) {
 	})
 	if err != nil {
 		_ = model.ExpireSubscriptionOrder(tradeNo, model.PaymentProviderEpay)
-		common.ApiErrorMsg(c, "拉起支付失败")
+		common.ApiErrorT(c, "Failed to start payment")
 		return
 	}
 	c.JSON(http.StatusOK, gin.H{"message": "success", "data": params, "url": uri})
diff --git a/controller/subscription_payment_stripe.go b/controller/subscription_payment_stripe.go
index 07121e9..e287a39 100644
--- a/controller/subscription_payment_stripe.go
+++ b/controller/subscription_payment_stripe.go
@@ -27,7 +27,7 @@ func SubscriptionRequestStripePay(c *gin.Context) {
 
 	var req SubscriptionStripePayRequest
 	if err := c.ShouldBindJSON(&req); err != nil || req.PlanId <= 0 {
-		common.ApiErrorMsg(c, "参数错误")
+		common.ApiErrorT(c, "Invalid parameters")
 		return
 	}
 
@@ -37,19 +37,19 @@ func SubscriptionRequestStripePay(c *gin.Context) {
 		return
 	}
 	if !plan.Enabled {
-		common.ApiErrorMsg(c, "套餐未启用")
+		common.ApiErrorT(c, "Subscription plan is not enabled")
 		return
 	}
 	if plan.StripePriceId == "" {
-		common.ApiErrorMsg(c, "该套餐未配置 StripePriceId")
+		common.ApiErrorT(c, "StripePriceId is not configured for this plan")
 		return
 	}
 	if !strings.HasPrefix(setting.StripeApiSecret, "sk_") && !strings.HasPrefix(setting.StripeApiSecret, "rk_") {
-		common.ApiErrorMsg(c, "Stripe 未配置或密钥无效")
+		common.ApiErrorT(c, "Stripe is not configured or key is invalid")
 		return
 	}
 	if setting.StripeWebhookSecret == "" {
-		common.ApiErrorMsg(c, "Stripe Webhook 未配置")
+		common.ApiErrorT(c, "Stripe webhook is not configured")
 		return
 	}
 
@@ -60,7 +60,7 @@ func SubscriptionRequestStripePay(c *gin.Context) {
 		return
 	}
 	if user == nil {
-		common.ApiErrorMsg(c, "用户不存在")
+		common.ApiErrorT(c, "User does not exist")
 		return
 	}
 
@@ -71,7 +71,7 @@ func SubscriptionRequestStripePay(c *gin.Context) {
 			return
 		}
 		if count >= int64(plan.MaxPurchasePerUser) {
-			common.ApiErrorMsg(c, "已达到该套餐购买上限")
+			common.ApiErrorT(c, "Purchase limit for this plan has been reached")
 			return
 		}
 	}
@@ -81,8 +81,8 @@ func SubscriptionRequestStripePay(c *gin.Context) {
 
 	payLink, err := genStripeSubscriptionLink(referenceId, user.StripeCustomer, user.Email, plan.StripePriceId)
 	if err != nil {
-		logger.LogError(c.Request.Context(), fmt.Sprintf("Stripe 订阅支付链接创建失败 trade_no=%s plan_id=%d error=%q", referenceId, plan.Id, err.Error()))
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "拉起支付失败"})
+		logger.LogError(c.Request.Context(), common.LogText("Stripe failed to create subscription payment link trade_no=%s plan_id=%d error=%q", referenceId, plan.Id, err.Error()))
+		paymentError(c, common.NewMessage("Failed to start payment"))
 		return
 	}
 
@@ -97,7 +97,7 @@ func SubscriptionRequestStripePay(c *gin.Context) {
 		Status:          common.TopUpStatusPending,
 	}
 	if err := order.Insert(); err != nil {
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "创建订单失败"})
+		paymentError(c, common.NewMessage("Failed to create order"))
 		return
 	}
 
diff --git a/controller/subscription_payment_waffo_pancake.go b/controller/subscription_payment_waffo_pancake.go
index 0915ddc..bee0ec3 100644
--- a/controller/subscription_payment_waffo_pancake.go
+++ b/controller/subscription_payment_waffo_pancake.go
@@ -27,7 +27,7 @@ func SubscriptionRequestWaffoPancakePay(c *gin.Context) {
 
 	var req SubscriptionWaffoPancakePayRequest
 	if err := c.ShouldBindJSON(&req); err != nil || req.PlanId <= 0 {
-		common.ApiErrorMsg(c, "参数错误")
+		common.ApiErrorT(c, "Invalid parameters")
 		return
 	}
 
@@ -37,18 +37,18 @@ func SubscriptionRequestWaffoPancakePay(c *gin.Context) {
 		return
 	}
 	if !plan.Enabled {
-		common.ApiErrorMsg(c, "套餐未启用")
+		common.ApiErrorT(c, "Subscription plan is not enabled")
 		return
 	}
 	if strings.TrimSpace(plan.WaffoPancakeProductId) == "" {
-		common.ApiErrorMsg(c, "该套餐未配置 WaffoPancakeProductId")
+		common.ApiErrorT(c, "WaffoPancakeProductId is not configured for this plan")
 		return
 	}
 	// Plan targets its own Pancake product, so we only require credentials
 	// here — not the gateway-level WaffoPancakeProductID.
 	if strings.TrimSpace(setting.WaffoPancakeMerchantID) == "" ||
 		strings.TrimSpace(setting.WaffoPancakePrivateKey) == "" {
-		common.ApiErrorMsg(c, "Waffo Pancake 未配置或密钥无效")
+		common.ApiErrorT(c, "Waffo Pancake is not configured or key is invalid")
 		return
 	}
 
@@ -59,7 +59,7 @@ func SubscriptionRequestWaffoPancakePay(c *gin.Context) {
 		return
 	}
 	if user == nil {
-		common.ApiErrorMsg(c, "用户不存在")
+		common.ApiErrorT(c, "User does not exist")
 		return
 	}
 
@@ -70,7 +70,7 @@ func SubscriptionRequestWaffoPancakePay(c *gin.Context) {
 			return
 		}
 		if count >= int64(plan.MaxPurchasePerUser) {
-			common.ApiErrorMsg(c, "已达到该套餐购买上限")
+			common.ApiErrorT(c, "Purchase limit for this plan has been reached")
 			return
 		}
 	}
@@ -90,8 +90,8 @@ func SubscriptionRequestWaffoPancakePay(c *gin.Context) {
 		Status:          common.TopUpStatusPending,
 	}
 	if err := order.Insert(); err != nil {
-		logger.LogError(c.Request.Context(), fmt.Sprintf("Waffo Pancake 订阅订单创建失败 user_id=%d plan_id=%d trade_no=%s error=%q", userId, plan.Id, tradeNo, err.Error()))
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "创建订单失败"})
+		logger.LogError(c.Request.Context(), common.LogText("Waffo Pancake failed to create subscription order user_id=%d plan_id=%d trade_no=%s error=%q", userId, plan.Id, tradeNo, err.Error()))
+		paymentError(c, common.NewMessage("Failed to create order"))
 		return
 	}
 
@@ -108,13 +108,13 @@ func SubscriptionRequestWaffoPancakePay(c *gin.Context) {
 		OrderMerchantExternalID: tradeNo,
 	})
 	if err != nil {
-		logger.LogError(c.Request.Context(), fmt.Sprintf("Waffo Pancake 订阅结账会话创建失败 user_id=%d plan_id=%d trade_no=%s error=%q", userId, plan.Id, tradeNo, err.Error()))
+		logger.LogError(c.Request.Context(), common.LogText("Waffo Pancake failed to create subscription checkout session user_id=%d plan_id=%d trade_no=%s error=%q", userId, plan.Id, tradeNo, err.Error()))
 		order.Status = common.TopUpStatusFailed
 		_ = order.Update()
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "拉起支付失败"})
+		paymentError(c, common.NewMessage("Failed to start payment"))
 		return
 	}
-	logger.LogInfo(c.Request.Context(), fmt.Sprintf("Waffo Pancake 订阅订单创建成功 user_id=%d plan_id=%d trade_no=%s session_id=%s money=%.2f", userId, plan.Id, tradeNo, session.SessionID, plan.PriceAmount))
+	logger.LogInfo(c.Request.Context(), common.LogText("Waffo Pancake subscription order created user_id=%d plan_id=%d trade_no=%s session_id=%s money=%.2f", userId, plan.Id, tradeNo, session.SessionID, plan.PriceAmount))
 
 	c.JSON(http.StatusOK, gin.H{
 		"message": "success",
diff --git a/controller/system_task_handlers.go b/controller/system_task_handlers.go
index 95fd603..d98b8c9 100644
--- a/controller/system_task_handlers.go
+++ b/controller/system_task_handlers.go
@@ -2,7 +2,6 @@ package controller
 
 import (
 	"context"
-	"fmt"
 	"sync"
 	"time"
 
@@ -230,6 +229,6 @@ func finishSystemTaskHandler(task *model.SystemTask, runnerID string, status mod
 		errorMessage = runErr.Error()
 	}
 	if err := model.FinishSystemTask(task.TaskID, runnerID, status, result, errorMessage); err != nil {
-		common.SysLog(fmt.Sprintf("system task %s failed to persist result: %v", task.TaskID, err))
+		common.SysLog(common.LogText("system task %s failed to persist result: %v", task.TaskID, err))
 	}
 }
diff --git a/controller/task.go b/controller/task.go
index c514bdb..049f697 100644
--- a/controller/task.go
+++ b/controller/task.go
@@ -1,6 +1,7 @@
 package controller
 
 import (
+	"encoding/json"
 	"errors"
 	"fmt"
 	"net/http"
@@ -11,6 +12,7 @@ import (
 	"github.com/QuantumNous/new-api/common"
 	"github.com/QuantumNous/new-api/constant"
 	"github.com/QuantumNous/new-api/dto"
+	"github.com/QuantumNous/new-api/logger"
 	"github.com/QuantumNous/new-api/middleware"
 	"github.com/QuantumNous/new-api/model"
 	"github.com/QuantumNous/new-api/relay"
@@ -111,6 +113,9 @@ func writeTaskArtifacts(c *gin.Context, task *model.Task, dashboard bool) {
 		})
 	}
 	response := gin.H{"task_id": task.TaskID, "artifacts": items}
+	if dashboard && task.Status == model.TaskStatusSuccess && task.Platform == constant.TaskPlatformSuno {
+		response["legacy_audio_clips"] = legacySunoAudioClips(task.Data)
+	}
 	if legacyVideoAvailable(task) {
 		legacyContentURL, buildErr := service.BuildTaskArtifactContentURL(task.TaskID, "video")
 		if buildErr != nil {
@@ -126,8 +131,41 @@ func writeTaskArtifacts(c *gin.Context, task *model.Task, dashboard bool) {
 	c.JSON(http.StatusOK, response)
 }
 
+// legacySunoAudioClips projects a pre-plugin Suno task's persisted snapshot
+// into the clips the dashboard audio preview renders. Task lists no longer
+// carry the snapshot, so the dashboard reads it here on demand. The snapshot
+// is either a clip array or a JSON string holding one; only clips with an
+// audio URL are kept and only preview fields are exposed.
+func legacySunoAudioClips(data json.RawMessage) []map[string]any {
+	clips := make([]map[string]any, 0)
+	if len(data) == 0 {
+		return clips
+	}
+	var items []map[string]any
+	if err := common.Unmarshal(data, &items); err != nil {
+		var encoded string
+		if common.Unmarshal(data, &encoded) != nil || common.UnmarshalJsonStr(encoded, &items) != nil {
+			return clips
+		}
+	}
+	for _, item := range items {
+		audioURL, _ := item["audio_url"].(string)
+		if strings.TrimSpace(audioURL) == "" {
+			continue
+		}
+		clip := map[string]any{"audio_url": audioURL}
+		for _, key := range []string{"clip_id", "id", "title", "tags", "duration", "image_url", "image_large_url", "metadata"} {
+			if value, ok := item[key]; ok {
+				clip[key] = value
+			}
+		}
+		clips = append(clips, clip)
+	}
+	return clips
+}
+
 func projectTaskArtifacts(task *model.Task) ([]relaychannel.TaskArtifact, error) {
-	if task == nil || task.Status != model.TaskStatusSuccess || !taskHasPluginExecution(task) {
+	if task == nil || task.Status != model.TaskStatusSuccess || !taskHasPluginExecution(task) || !task.ResultRetrievable() {
 		return []relaychannel.TaskArtifact{}, nil
 	}
 	adaptor := relay.GetTaskAdaptor(task.Platform)
@@ -287,7 +325,7 @@ func TaskArtifactContent(c *gin.Context) {
 		return
 	}
 	artifactKey := strings.TrimSpace(c.Param("artifact_key"))
-	if !taskArtifactKeyPattern.MatchString(artifactKey) {
+	if !taskArtifactKeyPattern.MatchString(artifactKey) || !task.ResultRetrievable() {
 		writeTaskArtifactError(c, http.StatusNotFound, "artifact_not_found", "Task or artifact not found")
 		return
 	}
@@ -346,8 +384,11 @@ func TaskArtifactContent(c *gin.Context) {
 		Method:  c.Request.Method,
 		Headers: taskArtifactClientHeaders(c.Request.Header),
 	}
-	descriptor, err := provider.BuildContentRequest(task, artifactKey, clientRequest)
+	descriptor, err := provider.BuildContentRequest(c.Request.Context(), task, artifactKey, clientRequest)
 	if err != nil || descriptor == nil {
+		if err != nil {
+			logger.LogWarn(c.Request.Context(), fmt.Sprintf("Failed to resolve plugin %s content for task %s: %v", artifactKey, task.TaskID, err))
+		}
 		writeTaskArtifactError(c, http.StatusInternalServerError, "artifact_plugin_error", "Artifact content plugin failed")
 		return
 	}
@@ -417,6 +458,7 @@ func tasksToDto(tasks []*model.Task, fillUser bool, viewerRole int) []*dto.TaskD
 		}
 		item := relay.TaskModel2Dto(task)
 		item.LegacyVideoAvailable = legacyVideoAvailable(task)
+		item.ResultDiscarded = task.PrivateData.ResultDiscarded
 		if task.Status == model.TaskStatusSuccess {
 			item.ResultURL = ""
 			if taskFailReasonIsLegacyResultURL(task.FailReason) {
diff --git a/controller/task_generic_test.go b/controller/task_generic_test.go
index a3160b6..b5fe390 100644
--- a/controller/task_generic_test.go
+++ b/controller/task_generic_test.go
@@ -7,6 +7,7 @@ import (
 	"net/http/httptest"
 	"net/url"
 	"strings"
+	"sync"
 	"testing"
 	"time"
 
@@ -18,10 +19,8 @@ import (
 	"github.com/QuantumNous/new-api/service"
 	"github.com/QuantumNous/new-api/setting/system_setting"
 	"github.com/gin-gonic/gin"
-	"github.com/glebarez/sqlite"
 	"github.com/stretchr/testify/assert"
 	"github.com/stretchr/testify/require"
-	"gorm.io/gorm"
 )
 
 func setupGenericTaskTest(t *testing.T) *model.Task {
@@ -29,9 +28,9 @@ func setupGenericTaskTest(t *testing.T) *model.Task {
 	originalDB := model.DB
 	previousRedisEnabled := common.RedisEnabled
 	common.RedisEnabled = false
-	database, err := gorm.Open(sqlite.Open(":memory:"), &gorm.Config{})
-	require.NoError(t, err)
-	require.NoError(t, database.AutoMigrate(&model.Task{}, &model.Channel{}, &model.User{}))
+	// The dialect harness lets the same fixture run against MySQL and
+	// PostgreSQL when TEST_TASK_DB_DIALECT selects them; SQLite stays the default.
+	database, _ := openTaskDialectDatabase(t, &model.Task{}, &model.Channel{}, &model.User{})
 	model.DB = database
 	t.Cleanup(func() {
 		model.DB = originalDB
@@ -186,6 +185,72 @@ func TestDashboardTaskArtifactsReturnsLegacyCapabilityWithoutUpstreamURL(t *test
 	assert.NotContains(t, recorder.Body.String(), "signature=secret")
 }
 
+// Task lists no longer carry the persisted snapshot, so the dashboard reads a
+// legacy Suno task's playable clips from the artifacts endpoint instead.
+func TestDashboardTaskArtifactsProjectsLegacySunoAudioClips(t *testing.T) {
+	task := setupGenericTaskTest(t)
+	task.Platform = constant.TaskPlatformSuno
+	task.Action = "MUSIC"
+	task.Data = []byte(`[{"id":"clip-1","title":"Song","audio_url":"https://cdn.example/a.mp3","metadata":{"tags":"pop","duration":30},"lyric":"private"},{"id":"clip-2","title":"No audio"}]`)
+	require.NoError(t, model.DB.Save(task).Error)
+
+	recorder := httptest.NewRecorder()
+	c, _ := gin.CreateTestContext(recorder)
+	c.Set("id", task.UserId)
+	c.Set("role", common.RoleCommonUser)
+	c.Params = gin.Params{{Key: "task_id", Value: task.TaskID}}
+	c.Request = httptest.NewRequest(http.MethodGet, "/api/task/"+task.TaskID+"/artifacts", nil)
+
+	GetDashboardTaskArtifacts(c)
+
+	assert.Equal(t, http.StatusOK, recorder.Code)
+	var response struct {
+		Success bool `json:"success"`
+		Data    struct {
+			Artifacts        []taskArtifactResponse `json:"artifacts"`
+			LegacyAudioClips []map[string]any       `json:"legacy_audio_clips"`
+		} `json:"data"`
+	}
+	require.NoError(t, common.Unmarshal(recorder.Body.Bytes(), &response))
+	assert.True(t, response.Success)
+	assert.Empty(t, response.Data.Artifacts)
+	require.Len(t, response.Data.LegacyAudioClips, 1)
+	assert.Equal(t, "https://cdn.example/a.mp3", response.Data.LegacyAudioClips[0]["audio_url"])
+	assert.Equal(t, "Song", response.Data.LegacyAudioClips[0]["title"])
+	assert.NotContains(t, recorder.Body.String(), "private")
+}
+
+// Task lists omit the data column; the API DTO keeps the key as null so shape
+// checks survive while the payload no longer travels with every row.
+func TestTaskListsOmitPersistedSnapshot(t *testing.T) {
+	task := setupGenericTaskTest(t)
+	task.Data = []byte(`{"data":[{"url":"https://cdn.example/a.png"}]}`)
+	require.NoError(t, model.DB.Save(task).Error)
+
+	userTasks := model.TaskGetAllUserTask(task.UserId, 0, 10, model.SyncTaskQueryParams{})
+	require.Len(t, userTasks, 1)
+	assert.Empty(t, userTasks[0].Data)
+	adminTasks := model.TaskGetAllTasks(0, 10, model.SyncTaskQueryParams{})
+	require.Len(t, adminTasks, 1)
+	assert.Empty(t, adminTasks[0].Data)
+	assert.Equal(t, task.TaskID, adminTasks[0].TaskID)
+
+	encoded, err := common.Marshal(tasksToDto(adminTasks, false, common.RoleAdminUser)[0])
+	require.NoError(t, err)
+	assert.Contains(t, string(encoded), `"data":null`)
+	assert.NotContains(t, string(encoded), `"result_discarded"`)
+
+	adminTasks[0].PrivateData.ResultDiscarded = true
+	encoded, err = common.Marshal(tasksToDto(adminTasks, false, common.RoleAdminUser)[0])
+	require.NoError(t, err)
+	assert.Contains(t, string(encoded), `"result_discarded":true`, "task lists tell the UI that an inline result was not retained")
+
+	stored, exists, err := model.GetByTaskId(task.UserId, task.TaskID)
+	require.NoError(t, err)
+	require.True(t, exists)
+	assert.JSONEq(t, string(task.Data), string(stored.Data), "single-task lookups keep the snapshot")
+}
+
 func TestTaskArtifactAccessRequiresActiveOwner(t *testing.T) {
 	task := setupGenericTaskTest(t)
 	task.Action = constant.TaskActionTextToVideo
@@ -337,6 +402,87 @@ func TestDisabledArtifactStorePreservesPluginUpstreamContent(t *testing.T) {
 	assert.Equal(t, "bytes 0-13/14", recorder.Header().Get("Content-Range"))
 }
 
+// hailuo looks the MiniMax download link up with utils.fetch; the signed OSS
+// link then gets a plain GET without the channel key, even for HEAD clients.
+func TestTaskArtifactContentFollowsHailuoRetrieveLink(t *testing.T) {
+	task := setupGenericTaskTest(t)
+	var mu sync.Mutex
+	var ossRequests []string
+	var upstream *httptest.Server
+	upstream = httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		switch r.URL.Path {
+		case "/v1/files/retrieve":
+			assert.Equal(t, "Bearer provider-key", r.Header.Get("Authorization"))
+			if r.URL.Query().Get("file_id") == "login-fail" {
+				_, _ = w.Write([]byte(`{"base_resp":{"status_code":1004,"status_msg":"login fail"}}`))
+				return
+			}
+			_, _ = w.Write([]byte(`{"file":{"download_url":"` + upstream.URL + `/oss/video.mp4?Expires=1&Signature=sig"},"base_resp":{"status_code":0}}`))
+		case "/oss/video.mp4":
+			mu.Lock()
+			ossRequests = append(ossRequests, r.Method+" range="+r.Header.Get("Range")+" authorization="+r.Header.Get("Authorization"))
+			mu.Unlock()
+			w.Header().Set("Content-Type", "video/mp4")
+			if r.Header.Get("Range") != "" {
+				w.Header().Set("Content-Range", "bytes 0-3/10")
+				w.WriteHeader(http.StatusPartialContent)
+				_, _ = w.Write([]byte("mp4!"))
+				return
+			}
+			_, _ = w.Write([]byte("mp4!video!"))
+		default:
+			t.Errorf("unexpected upstream request %s", r.URL.Path)
+		}
+	}))
+	defer upstream.Close()
+	allowPrivateTaskMediaTest(t)
+	previousMemoryCache := common.MemoryCacheEnabled
+	common.MemoryCacheEnabled = false
+	t.Cleanup(func() { common.MemoryCacheEnabled = previousMemoryCache })
+
+	require.NoError(t, model.DB.Model(&model.Channel{}).Where("id = ?", task.ChannelId).Updates(map[string]any{
+		"type":     constant.ChannelTypeMiniMax,
+		"key":      "provider-key",
+		"base_url": upstream.URL,
+	}).Error)
+	task.Platform = constant.TaskPlatform("hailuo")
+	task.PrivateData.Execution = &model.TaskExecutionSnapshot{TaskPlugin: &model.TaskPluginSnapshot{
+		Key: "hailuo", Name: "Hailuo", Version: "1.2.0", APIVersion: 1,
+	}}
+	request := func(method, fileID string) *httptest.ResponseRecorder {
+		task.SetData(map[string]any{"file_id": fileID})
+		require.NoError(t, model.DB.Save(task).Error)
+		recorder := httptest.NewRecorder()
+		c, _ := gin.CreateTestContext(recorder)
+		c.Set("id", 7)
+		c.Params = gin.Params{{Key: "key", Value: task.TaskID}, {Key: "artifact_key", Value: "video"}}
+		c.Request = httptest.NewRequest(method, "/v1/tasks/"+task.TaskID+"/artifacts/video/content", nil)
+		if method == http.MethodGet {
+			c.Request.Header.Set("Range", "bytes=0-3")
+		}
+		TaskArtifactContent(c)
+		return recorder
+	}
+
+	ranged := request(http.MethodGet, "file-1")
+	assert.Equal(t, http.StatusPartialContent, ranged.Code)
+	assert.Equal(t, "mp4!", ranged.Body.String())
+	assert.Equal(t, "bytes 0-3/10", ranged.Header().Get("Content-Range"))
+
+	head := request(http.MethodHead, "file-1")
+	assert.Equal(t, http.StatusOK, head.Code)
+	assert.Empty(t, head.Body.String())
+	assert.Equal(t, "video/mp4", head.Header().Get("Content-Type"))
+
+	failed := request(http.MethodGet, "login-fail")
+	assert.Equal(t, http.StatusInternalServerError, failed.Code)
+	assert.Contains(t, failed.Body.String(), "artifact_plugin_error")
+
+	mu.Lock()
+	defer mu.Unlock()
+	assert.Equal(t, []string{"GET range=bytes=0-3 authorization=", "GET range= authorization="}, ossRequests)
+}
+
 func TestProjectedTaskArtifactValidationRejectsAmbiguousIdentity(t *testing.T) {
 	validated, err := validateProjectedTaskArtifacts([]relaychannel.TaskArtifact{
 		{Key: "video-main", Type: "video", MimeType: "video/mp4"},
diff --git a/controller/task_plugin.go b/controller/task_plugin.go
index a812956..fdb9908 100644
--- a/controller/task_plugin.go
+++ b/controller/task_plugin.go
@@ -15,7 +15,7 @@ import (
 	"time"
 
 	"github.com/QuantumNous/new-api/common"
-	"github.com/QuantumNous/new-api/i18n"
+	"github.com/QuantumNous/new-api/constant"
 	"github.com/QuantumNous/new-api/logger"
 	"github.com/QuantumNous/new-api/model"
 	"github.com/QuantumNous/new-api/pkg/jsplugin"
@@ -25,12 +25,12 @@ import (
 	"gorm.io/gorm"
 )
 
-const maxTaskPluginSourceBytes = 1024 * 1024
+const maxTaskPluginSourceBytes = 8 << 20
 
 func taskPluginCompileError(c *gin.Context, err error) {
 	var unknownField *jsplugin.UnknownMetaFieldError
 	if errors.As(err, &unknownField) {
-		common.ApiErrorI18n(c, i18n.MsgTaskPluginUnknownMetaField, map[string]any{"Field": unknownField.Field})
+		common.ApiErrorT(c, "Plugin metadata contains an unknown field \"{{field}}\". If this plugin was downloaded from the official marketplace, it may require a newer version of new-api. Try updating new-api and installing the plugin again.", map[string]any{"field": unknownField.Field})
 		return
 	}
 	common.ApiError(c, err)
@@ -54,7 +54,7 @@ func UploadTaskPlugin(c *gin.Context) {
 		return
 	}
 	if len(request.Source) > maxTaskPluginSourceBytes {
-		common.ApiErrorMsg(c, "plugin source exceeds 1 MiB")
+		common.ApiErrorMsg(c, "plugin source exceeds 8 MiB")
 		return
 	}
 	if expected := strings.TrimSpace(request.SourceSha256); expected != "" {
@@ -93,8 +93,8 @@ func UploadTaskPlugin(c *gin.Context) {
 	}
 	plugin := model.TaskPlugin{
 		Key: loaded.Meta.Key, APIVersion: loaded.Meta.APIVersion, Version: loaded.Meta.Version,
-		Source: request.Source, SourceHash: fmt.Sprintf("%x", sha256.Sum256([]byte(request.Source))),
-		Icon: icon, Enabled: enabled, Remark: request.Remark,
+		Source: model.LongText(request.Source), SourceHash: fmt.Sprintf("%x", sha256.Sum256([]byte(request.Source))),
+		Icon: model.LongText(icon), Enabled: enabled, Remark: request.Remark,
 	}
 	if err = model.SaveTaskPlugin(&plugin); err != nil {
 		common.ApiError(c, err)
@@ -104,7 +104,7 @@ func UploadTaskPlugin(c *gin.Context) {
 		common.ApiError(c, err)
 		return
 	}
-	common.ApiSuccess(c, taskPluginDetail{Plugin: &plugin, Meta: loaded.Meta, Source: plugin.Source, Layer: "override", HasIcon: plugin.HasIcon()})
+	common.ApiSuccess(c, taskPluginDetail{Plugin: &plugin, Meta: loaded.Meta, Source: string(plugin.Source), Layer: "override", HasIcon: plugin.HasIcon()})
 }
 
 func GetTaskPluginVersions(c *gin.Context) {
@@ -194,7 +194,7 @@ func ListTaskPlugins(c *gin.Context) {
 				item.FactoryMeta = &factoryCopy
 			}
 			item.Meta = jsplugin.Meta{Key: row.Key, Version: row.Version, APIVersion: row.APIVersion}
-			if compiled, compileErr := jsplugin.NewRegistry().Register(row.Source, jsplugin.Options{Key: row.Key, Version: row.Version}); compileErr == nil {
+			if compiled, compileErr := jsplugin.NewRegistry().Register(string(row.Source), jsplugin.Options{Key: row.Key, Version: row.Version}); compileErr == nil {
 				item.Meta = compiled.Meta
 			}
 			item.Enabled = row.Enabled
@@ -315,7 +315,7 @@ func GetTaskPluginIcon(c *gin.Context) {
 	icon := ""
 	plugin, err := model.GetTaskPluginVersion(key, c.Query("version"))
 	if err == nil {
-		icon = plugin.Icon
+		icon = string(plugin.Icon)
 	} else if !errors.Is(err, gorm.ErrRecordNotFound) {
 		common.ApiError(c, err)
 		return
@@ -343,12 +343,12 @@ func GetTaskPlugin(c *gin.Context) {
 	version := c.Query("version")
 	plugin, err := model.GetTaskPluginVersion(key, version)
 	if err == nil {
-		loaded, compileErr := jsplugin.NewRegistry().Register(plugin.Source, jsplugin.Options{Key: plugin.Key, Version: plugin.Version})
+		loaded, compileErr := jsplugin.NewRegistry().Register(string(plugin.Source), jsplugin.Options{Key: plugin.Key, Version: plugin.Version})
 		if compileErr != nil {
 			taskPluginCompileError(c, compileErr)
 			return
 		}
-		common.ApiSuccess(c, taskPluginDetail{Plugin: plugin, Meta: loaded.Meta, Source: plugin.Source, Layer: "override", HasIcon: plugin.HasIcon()})
+		common.ApiSuccess(c, taskPluginDetail{Plugin: plugin, Meta: loaded.Meta, Source: string(plugin.Source), Layer: "override", HasIcon: plugin.HasIcon()})
 		return
 	}
 	if !errors.Is(err, gorm.ErrRecordNotFound) || version != "" {
@@ -384,7 +384,7 @@ func DryRunTaskPlugin(c *gin.Context) {
 	detailSource := ""
 	plugin, err := model.GetTaskPluginVersion(c.Param("key"), "")
 	if err == nil {
-		detailSource = plugin.Source
+		detailSource = string(plugin.Source)
 	} else if errors.Is(err, gorm.ErrRecordNotFound) {
 		detailSource, err = plugins.Source(c.Param("key"))
 	}
@@ -482,7 +482,7 @@ func ActivateTaskPlugin(c *gin.Context) {
 		common.ApiErrorMsg(c, "plugin version not found")
 		return
 	}
-	if _, err = jsplugin.NewRegistry().Register(target.Source, jsplugin.Options{Key: target.Key, Version: target.Version}); err != nil {
+	if _, err = jsplugin.NewRegistry().Register(string(target.Source), jsplugin.Options{Key: target.Key, Version: target.Version}); err != nil {
 		taskPluginCompileError(c, err)
 		return
 	}
@@ -509,6 +509,7 @@ func SetTaskPluginStatus(c *gin.Context) {
 	}
 	key := c.Param("key")
 	disabledChannels := 0
+	unboundChannels := 0
 	if !*request.Enabled {
 		channels, inFlight, usageErr := model.GetTaskPluginUsage(key)
 		if usageErr != nil {
@@ -523,10 +524,26 @@ func SetTaskPluginStatus(c *gin.Context) {
 		}
 		if cascade {
 			for _, channel := range channels {
+				if channel.Type == constant.ChannelTypeNewAPI {
+					// A gateway channel also carries ordinary traffic, so the
+					// cascade only drops this plugin from its bindings.
+					unbound, unbindErr := model.UnbindTaskPlugin(channel.Id, key)
+					if unbindErr != nil {
+						common.ApiError(c, unbindErr)
+						return
+					}
+					if unbound {
+						unboundChannels++
+					}
+					continue
+				}
 				if model.UpdateChannelStatus(channel.Id, "", common.ChannelStatusManuallyDisabled, "task plugin disabled") {
 					disabledChannels++
 				}
 			}
+			if unboundChannels > 0 {
+				model.InitChannelCache()
+			}
 		}
 	}
 	_, lookupErr := model.GetTaskPluginVersion(key, "")
@@ -567,7 +584,7 @@ func SetTaskPluginStatus(c *gin.Context) {
 			return
 		}
 		if !hasActiveOverride {
-			common.ApiSuccess(c, gin.H{"plugin_enabled": *request.Enabled, "disabled_channels": disabledChannels})
+			common.ApiSuccess(c, gin.H{"plugin_enabled": *request.Enabled, "disabled_channels": disabledChannels, "unbound_channels": unboundChannels})
 			return
 		}
 	}
@@ -579,7 +596,7 @@ func SetTaskPluginStatus(c *gin.Context) {
 		common.ApiError(c, err)
 		return
 	}
-	common.ApiSuccess(c, gin.H{"plugin_enabled": *request.Enabled, "disabled_channels": disabledChannels})
+	common.ApiSuccess(c, gin.H{"plugin_enabled": *request.Enabled, "disabled_channels": disabledChannels, "unbound_channels": unboundChannels})
 }
 
 func taskPluginHasFactory(key string) bool {
@@ -669,6 +686,7 @@ func GetTaskPluginOptions(c *gin.Context) {
 				"website":       meta.Website,
 				"models":        meta.Models,
 				"channelTypes":  meta.ChannelTypes,
+				"upstreams":     meta.Upstreams,
 				"usageSchema":   meta.UsageSchema,
 				"usageProfiles": meta.UsageProfiles,
 			})
@@ -751,7 +769,13 @@ func syncTaskPluginsOnceContext(ctx context.Context) error {
 			plugin.Key,
 			plugin.Version,
 		)
-		compiled, compileErr := jsplugin.CompilePlugin(plugin.Source, jsplugin.Options{Key: plugin.Key, Version: plugin.Version})
+		var compiled *jsplugin.LoadedPlugin
+		source, compileErr := model.GetTaskPluginSource(plugin.Id)
+		if compileErr != nil {
+			compileErr = fmt.Errorf("load source: %w", compileErr)
+		} else {
+			compiled, compileErr = jsplugin.CompilePlugin(string(source), jsplugin.Options{Key: plugin.Key, Version: plugin.Version})
+		}
 		if compileErr != nil {
 			retainedIncumbent := false
 			if current := currentOverrides[plugin.Key]; current != nil {
@@ -762,7 +786,7 @@ func syncTaskPluginsOnceContext(ctx context.Context) error {
 				}
 			}
 			taskPluginSyncState.errors[plugin.Key] = compileErr.Error()
-			common.SysError(fmt.Sprintf("compile task plugin %s@%s: %v", plugin.Key, plugin.Version, compileErr))
+			common.SysError(common.LogText("compile task plugin %s@%s: %v", plugin.Key, plugin.Version, compileErr))
 			logger.LogDebug(
 				ctx,
 				"task_plugin subsystem=sync event=plugin plugin=%q version=%q action=compile_failed retained_incumbent=%t",
diff --git a/controller/task_plugin_test.go b/controller/task_plugin_test.go
index b5668a0..556bfb2 100644
--- a/controller/task_plugin_test.go
+++ b/controller/task_plugin_test.go
@@ -13,7 +13,6 @@ import (
 
 	"github.com/QuantumNous/new-api/common"
 	"github.com/QuantumNous/new-api/constant"
-	"github.com/QuantumNous/new-api/i18n"
 	"github.com/QuantumNous/new-api/model"
 	"github.com/QuantumNous/new-api/pkg/jsplugin"
 	"github.com/QuantumNous/new-api/plugins"
@@ -106,6 +105,9 @@ func TestDisableThirdPartyPluginSupportsCascadeAndForce(t *testing.T) {
 	setting := `{"task_plugin_key":"lifecycle-only"}`
 	channel := model.Channel{Type: constant.ChannelTypeTaskPlugin, Status: common.ChannelStatusEnabled, Name: "linked", Models: "doc", Group: "default", BaseURL: &baseURL, Setting: &setting}
 	require.NoError(t, channel.Insert())
+	gatewaySetting := `{"task_extend_plugin_keys":["lifecycle-only","other"]}`
+	gateway := model.Channel{Type: constant.ChannelTypeNewAPI, Status: common.ChannelStatusEnabled, Name: "gateway", Models: "doc,gpt", Group: "default", BaseURL: &baseURL, Setting: &gatewaySetting}
+	require.NoError(t, gateway.Insert())
 	require.NoError(t, model.DB.Create(&model.Task{Platform: "lifecycle-only", Status: model.TaskStatusSubmitted}).Error)
 
 	recorder := httptest.NewRecorder()
@@ -116,9 +118,15 @@ func TestDisableThirdPartyPluginSupportsCascadeAndForce(t *testing.T) {
 	SetTaskPluginStatus(context)
 
 	assert.Contains(t, recorder.Body.String(), `"success":true`)
+	assert.Contains(t, recorder.Body.String(), `"disabled_channels":1`)
+	assert.Contains(t, recorder.Body.String(), `"unbound_channels":1`)
 	updated, err := model.GetChannelById(channel.Id, true)
 	require.NoError(t, err)
 	assert.Equal(t, common.ChannelStatusManuallyDisabled, updated.Status)
+	updatedGateway, err := model.GetChannelById(gateway.Id, true)
+	require.NoError(t, err)
+	assert.Equal(t, common.ChannelStatusEnabled, updatedGateway.Status, "a gateway channel keeps serving its other traffic")
+	assert.Equal(t, []string{"other"}, updatedGateway.GetSetting().TaskExtendPluginKeys, "only the disabled plugin is unbound")
 }
 
 // klingFactoryVersion returns the version declared in the embedded kling factory
@@ -263,7 +271,7 @@ func TestDisableFactoryOverrideRowSuppressesBothLayers(t *testing.T) {
 	t.Cleanup(func() { jsplugin.DefaultRegistry.Unregister("kling") })
 	plugin := model.TaskPlugin{
 		Key: "kling", APIVersion: loaded.Meta.APIVersion, Version: loaded.Meta.Version,
-		Source: overrideSource, SourceHash: "test-hash", Enabled: true,
+		Source: model.LongText(overrideSource), SourceHash: "test-hash", Enabled: true,
 	}
 	require.NoError(t, model.SaveTaskPlugin(&plugin))
 	require.NoError(t, syncTaskPluginsOnce())
@@ -317,6 +325,77 @@ export function parseTaskResult() { return {}; }
 	assert.True(t, ok)
 }
 
+// The shipped alibaba plugin is already larger than a MySQL TEXT column
+// (64 KiB), so storing it through the model path the upload endpoint uses and
+// reading it back unchanged proves the source and icon columns are not
+// truncated. Set TEST_TASK_DB_DIALECT plus TEST_MYSQL_DSN or TEST_POSTGRES_DSN
+// to run the same contract against a real MySQL or PostgreSQL server.
+func TestTaskPluginSourceAboveMySQLTextLimitRoundTrips(t *testing.T) {
+	database, _ := openTaskDialectDatabase(t, &model.TaskPlugin{})
+	originalDB := model.DB
+	model.DB = database
+	t.Cleanup(func() { model.DB = originalDB })
+
+	source, err := plugins.Source("alibaba")
+	require.NoError(t, err)
+	require.Greater(t, len(source), 65535, "fixture must exceed the MySQL TEXT limit")
+	icon := "data:image/svg+xml;base64," + base64.StdEncoding.EncodeToString([]byte(strings.Repeat(`<svg xmlns="http://www.w3.org/2000/svg"></svg>`, 2048)))
+	require.Greater(t, len(icon), 65535, "icon fixture must exceed the MySQL TEXT limit")
+
+	plugin := model.TaskPlugin{Key: "alibaba", APIVersion: 1, Version: "roundtrip", Source: model.LongText(source), SourceHash: "hash", Enabled: true}
+	require.NoError(t, model.SaveTaskPlugin(&plugin))
+	// Re-saving the same version attaches the icon through the update path.
+	withIcon := model.TaskPlugin{Key: "alibaba", APIVersion: 1, Version: "roundtrip", Source: model.LongText(source), SourceHash: "hash", Icon: model.LongText(icon), Enabled: true}
+	require.NoError(t, model.SaveTaskPlugin(&withIcon))
+
+	stored, err := model.GetTaskPluginVersion("alibaba", "roundtrip")
+	require.NoError(t, err)
+	assert.Equal(t, source, string(stored.Source))
+	assert.Equal(t, icon, string(stored.Icon))
+
+	// The 30-second sync poll must not pull these payloads; it reads hashes
+	// and fetches source only for rows it has to recompile.
+	snapshot, err := model.GetTaskPluginSyncSnapshot()
+	require.NoError(t, err)
+	require.Len(t, snapshot.Plugins, 1)
+	assert.Equal(t, stored.Id, snapshot.Plugins[0].Id)
+	assert.Equal(t, "hash", snapshot.Plugins[0].SourceHash)
+	assert.Empty(t, snapshot.Plugins[0].Source)
+	assert.Empty(t, snapshot.Plugins[0].Icon)
+	loaded, err := model.GetTaskPluginSource(snapshot.Plugins[0].Id)
+	require.NoError(t, err)
+	assert.Equal(t, source, string(loaded))
+}
+
+func TestUploadTaskPluginAcceptsSourcesUpToEightMiB(t *testing.T) {
+	setupTaskPluginControllerTest(t)
+	cleanupTaskPluginControllerRuntime(t, "large-source")
+	upload := func(source string) *httptest.ResponseRecorder {
+		body, err := common.Marshal(map[string]any{"source": source})
+		require.NoError(t, err)
+		recorder := httptest.NewRecorder()
+		context, _ := gin.CreateTestContext(recorder)
+		context.Request = httptest.NewRequest(http.MethodPost, "/api/plugin/task", bytes.NewReader(body))
+		context.Request.Header.Set("Content-Type", "application/json")
+		UploadTaskPlugin(context)
+		return recorder
+	}
+
+	// A trailing comment pads a valid plugin past the former 1 MiB cap.
+	accepted := taskPluginControllerTestSource("large-source", "1.0.0") + "// " + strings.Repeat("x", 2<<20) + "\n"
+	recorder := upload(accepted)
+	require.Contains(t, recorder.Body.String(), `"success":true`)
+	stored, err := model.GetTaskPluginVersion("large-source", "1.0.0")
+	require.NoError(t, err)
+	assert.Equal(t, accepted, string(stored.Source))
+
+	rejected := upload(accepted + strings.Repeat("x", 6<<20))
+	assert.Contains(t, rejected.Body.String(), `"success":false`)
+	assert.Contains(t, rejected.Body.String(), "plugin source exceeds 8 MiB")
+	_, err = model.GetTaskPluginVersion("large-source", "2.0.0")
+	assert.ErrorIs(t, err, gorm.ErrRecordNotFound)
+}
+
 func TestListTaskPluginsIncludesFactoryWithoutDatabaseRows(t *testing.T) {
 	setupTaskPluginControllerTest(t)
 	recorder := httptest.NewRecorder()
@@ -368,6 +447,7 @@ export const meta = {
   description: {en: "Video generation via the vendor API", zh: "通过厂商接口生成视频"},
   icon: "text:UO", baseUrl: "http://localhost:9000/",
   channelTypes: [1990, 1991],
+  upstreams: ["vendor", "new_api"],
   models: ["usage-options-model"], fetchMode: "per_task",
   usageSchema: {seconds: {type: "number", unit: "second", description: "Video generation unit price"}},
   usageProfiles: [{models:["usage-options-model"],schema:{image_count:{type:"number",unit:"count"}}}]
@@ -395,6 +475,7 @@ export function parseTaskResult() { return {}; }
 			Icon          string                               `json:"icon"`
 			BaseURL       string                               `json:"baseUrl"`
 			ChannelTypes  []int                                `json:"channelTypes"`
+			Upstreams     []string                             `json:"upstreams"`
 			UsageSchema   map[string]jsplugin.UsageFieldSchema `json:"usageSchema"`
 			UsageProfiles []jsplugin.UsageProfile              `json:"usageProfiles"`
 		} `json:"data"`
@@ -413,6 +494,7 @@ export function parseTaskResult() { return {}; }
 		assert.Equal(t, "count", option.UsageProfiles[0].Schema["image_count"].Unit)
 		assert.Equal(t, "text:UO", option.Icon)
 		assert.Equal(t, []int{1990, 1991}, option.ChannelTypes)
+		assert.Equal(t, []string{"vendor", "new_api"}, option.Upstreams, "the New API channel form lists only plugins declaring new_api")
 		assert.Equal(t, "http://localhost:9000", option.BaseURL, "the drawer prefills the normalized plugin default")
 		return
 	}
@@ -431,7 +513,7 @@ func TestDeleteActiveOverrideFallsBackToFactoryAndDeletesRecord(t *testing.T) {
 	t.Cleanup(func() { jsplugin.DefaultRegistry.Unregister("kling") })
 	plugin := model.TaskPlugin{
 		Key: "kling", APIVersion: loaded.Meta.APIVersion, Version: loaded.Meta.Version,
-		Source: overrideSource, SourceHash: "test-hash", Enabled: true,
+		Source: model.LongText(overrideSource), SourceHash: "test-hash", Enabled: true,
 	}
 	require.NoError(t, model.SaveTaskPlugin(&plugin))
 	recorder := httptest.NewRecorder()
@@ -457,10 +539,10 @@ func TestDeleteActiveTaskPluginPromotesEnabledVersionInRuntime(t *testing.T) {
 	v1Source := taskPluginControllerTestSource(key, "1.0.0")
 	v2Source := taskPluginControllerTestSource(key, "2.0.0")
 	require.NoError(t, model.SaveTaskPlugin(&model.TaskPlugin{
-		Key: key, APIVersion: 1, Version: "1.0.0", Source: v1Source, SourceHash: "hash-v1", Enabled: true,
+		Key: key, APIVersion: 1, Version: "1.0.0", Source: model.LongText(v1Source), SourceHash: "hash-v1", Enabled: true,
 	}))
 	require.NoError(t, model.SaveTaskPlugin(&model.TaskPlugin{
-		Key: key, APIVersion: 1, Version: "2.0.0", Source: v2Source, SourceHash: "hash-v2", Enabled: true,
+		Key: key, APIVersion: 1, Version: "2.0.0", Source: model.LongText(v2Source), SourceHash: "hash-v2", Enabled: true,
 	}))
 	_, err := jsplugin.DefaultRegistry.Register(v1Source, jsplugin.Options{Key: key, Version: "1.0.0"})
 	require.NoError(t, err)
@@ -526,10 +608,10 @@ func TestActivateTaskPluginRefreshesRuntimeSyncState(t *testing.T) {
 	v1Source := taskPluginControllerTestSource(key, "1.0.0")
 	v2Source := taskPluginControllerTestSource(key, "2.0.0")
 	require.NoError(t, model.SaveTaskPlugin(&model.TaskPlugin{
-		Key: key, APIVersion: 1, Version: "1.0.0", Source: v1Source, SourceHash: "hash-v1", Enabled: true,
+		Key: key, APIVersion: 1, Version: "1.0.0", Source: model.LongText(v1Source), SourceHash: "hash-v1", Enabled: true,
 	}))
 	require.NoError(t, model.SaveTaskPlugin(&model.TaskPlugin{
-		Key: key, APIVersion: 1, Version: "2.0.0", Source: v2Source, SourceHash: "hash-v2", Enabled: true,
+		Key: key, APIVersion: 1, Version: "2.0.0", Source: model.LongText(v2Source), SourceHash: "hash-v2", Enabled: true,
 	}))
 	_, err := jsplugin.DefaultRegistry.Register(v1Source, jsplugin.Options{Key: key, Version: "1.0.0"})
 	require.NoError(t, err)
@@ -566,10 +648,10 @@ func TestSyncTaskPluginsPublishesOneGenerationForWholeBatch(t *testing.T) {
 	firstSource := taskPluginControllerTestSource(firstKey, "1.0.0")
 	secondSource := taskPluginControllerTestSource(secondKey, "1.0.0")
 	require.NoError(t, model.SaveTaskPlugin(&model.TaskPlugin{
-		Key: firstKey, APIVersion: 1, Version: "1.0.0", Source: firstSource, SourceHash: "first-hash", Enabled: true,
+		Key: firstKey, APIVersion: 1, Version: "1.0.0", Source: model.LongText(firstSource), SourceHash: "first-hash", Enabled: true,
 	}))
 	require.NoError(t, model.SaveTaskPlugin(&model.TaskPlugin{
-		Key: secondKey, APIVersion: 1, Version: "1.0.0", Source: secondSource, SourceHash: "second-hash", Enabled: true,
+		Key: secondKey, APIVersion: 1, Version: "1.0.0", Source: model.LongText(secondSource), SourceHash: "second-hash", Enabled: true,
 	}))
 	before := jsplugin.DefaultRegistry.Generation().Number
 
@@ -602,7 +684,7 @@ func TestTaskPluginRuntimeExposesDatabaseRevisionAheadOfLocalGeneration(t *testi
 	v1Source := taskPluginControllerTestSource(key, "1.0.0")
 	require.NoError(t, model.SaveTaskPlugin(&model.TaskPlugin{
 		Key: key, APIVersion: 1, Version: "1.0.0",
-		Source: v1Source, SourceHash: "runtime-v1", Enabled: true,
+		Source: model.LongText(v1Source), SourceHash: "runtime-v1", Enabled: true,
 	}))
 	require.NoError(t, syncTaskPluginsOnce())
 	localGeneration := jsplugin.DefaultRegistry.Generation().Number
@@ -613,7 +695,7 @@ func TestTaskPluginRuntimeExposesDatabaseRevisionAheadOfLocalGeneration(t *testi
 	v2Source := taskPluginControllerTestSource(key, "2.0.0")
 	require.NoError(t, model.SaveTaskPlugin(&model.TaskPlugin{
 		Key: key, APIVersion: 1, Version: "2.0.0",
-		Source: v2Source, SourceHash: "runtime-v2", Enabled: true,
+		Source: model.LongText(v2Source), SourceHash: "runtime-v2", Enabled: true,
 	}))
 	require.NoError(t, model.ActivateTaskPlugin(key, "2.0.0"))
 
@@ -693,7 +775,7 @@ func TestTaskPluginRuntimeSurvivesDatabaseSyncFailure(t *testing.T) {
 	source := taskPluginControllerTestSource(key, "1.0.0")
 	require.NoError(t, model.SaveTaskPlugin(&model.TaskPlugin{
 		Key: key, APIVersion: 1, Version: "1.0.0",
-		Source: source, SourceHash: "runtime-database-v1", Enabled: true,
+		Source: model.LongText(source), SourceHash: "runtime-database-v1", Enabled: true,
 	}))
 	require.NoError(t, syncTaskPluginsOnce())
 	generation := jsplugin.DefaultRegistry.Generation().Number
@@ -735,17 +817,17 @@ func TestSyncTaskPluginsCachesRejectedDesiredSourceWithoutLosingIncumbent(t *tes
 	v2Source := taskPluginControllerChannelSource(pluginKey, "2.0.0", 9002)
 	ownerSource := taskPluginControllerChannelSource(ownerKey, "1.0.0", 9002)
 	require.NoError(t, model.SaveTaskPlugin(&model.TaskPlugin{
-		Key: pluginKey, APIVersion: 1, Version: "1.0.0", Source: v1Source, SourceHash: "retained-v1", Enabled: true,
+		Key: pluginKey, APIVersion: 1, Version: "1.0.0", Source: model.LongText(v1Source), SourceHash: "retained-v1", Enabled: true,
 	}))
 	require.NoError(t, model.SaveTaskPlugin(&model.TaskPlugin{
-		Key: ownerKey, APIVersion: 1, Version: "1.0.0", Source: ownerSource, SourceHash: "owner-v1", Enabled: true,
+		Key: ownerKey, APIVersion: 1, Version: "1.0.0", Source: model.LongText(ownerSource), SourceHash: "owner-v1", Enabled: true,
 	}))
 	require.NoError(t, syncTaskPluginsOnce())
 
 	incumbent, ok := jsplugin.DefaultRegistry.Get(pluginKey)
 	require.True(t, ok)
 	require.NoError(t, model.SaveTaskPlugin(&model.TaskPlugin{
-		Key: pluginKey, APIVersion: 1, Version: "2.0.0", Source: v2Source, SourceHash: "retained-v2", Enabled: true,
+		Key: pluginKey, APIVersion: 1, Version: "2.0.0", Source: model.LongText(v2Source), SourceHash: "retained-v2", Enabled: true,
 	}))
 	require.NoError(t, model.ActivateTaskPlugin(pluginKey, "2.0.0"))
 
@@ -767,7 +849,7 @@ func TestSyncTaskPluginsCachesRejectedDesiredSourceWithoutLosingIncumbent(t *tes
 
 	require.NoError(t, model.SaveTaskPlugin(&model.TaskPlugin{
 		Key: ownerKey, APIVersion: 1, Version: "2.0.0",
-		Source: taskPluginControllerChannelSource(ownerKey, "2.0.0", 9003), SourceHash: "owner-v2", Enabled: true,
+		Source: model.LongText(taskPluginControllerChannelSource(ownerKey, "2.0.0", 9003)), SourceHash: "owner-v2", Enabled: true,
 	}))
 	require.NoError(t, model.ActivateTaskPlugin(ownerKey, "2.0.0"))
 	require.NoError(t, syncTaskPluginsOnce())
@@ -900,37 +982,29 @@ func TestUploadTaskPluginPreflightConflict(t *testing.T) {
 	}
 }
 
-func TestUploadTaskPluginLocalizesUnknownMetaField(t *testing.T) {
-	require.NoError(t, i18n.Init())
+func TestUploadTaskPluginReportsUnknownMetaField(t *testing.T) {
 	body, err := common.Marshal(map[string]any{
 		"source": `export const meta = { futureField: true };`,
 	})
 	require.NoError(t, err)
-	for _, tc := range []struct {
-		language string
-		message  string
-	}{
-		{"en", `Plugin metadata contains an unknown field "futureField". If this plugin was downloaded from the official marketplace, it may require a newer version of new-api. Try updating new-api and installing the plugin again.`},
-		{"zh-CN", "插件元数据包含未知字段“futureField”。如果插件来自官方市场，可能需要更高版本的 new-api。请尝试更新 new-api 后重新安装插件。"},
-		{"zh-TW", "外掛中繼資料包含未知欄位「futureField」。如果外掛來自官方市集，可能需要較新版本的 new-api。請嘗試更新 new-api 後重新安裝外掛。"},
-	} {
-		t.Run(tc.language, func(t *testing.T) {
-			recorder := httptest.NewRecorder()
-			c, _ := gin.CreateTestContext(recorder)
-			c.Request = httptest.NewRequest(http.MethodPost, "/api/plugin/task", bytes.NewReader(body))
-			c.Request.Header.Set("Content-Type", "application/json")
-			c.Request.Header.Set("Accept-Language", tc.language)
-			UploadTaskPlugin(c)
-			require.Equal(t, http.StatusOK, recorder.Code)
-			var response struct {
-				Success bool   `json:"success"`
-				Message string `json:"message"`
-			}
-			require.NoError(t, common.Unmarshal(recorder.Body.Bytes(), &response))
-			assert.False(t, response.Success)
-			assert.Equal(t, tc.message, response.Message)
-		})
+	recorder := httptest.NewRecorder()
+	c, _ := gin.CreateTestContext(recorder)
+	c.Request = httptest.NewRequest(http.MethodPost, "/api/plugin/task", bytes.NewReader(body))
+	c.Request.Header.Set("Content-Type", "application/json")
+	c.Request.Header.Set("Accept-Language", "zh-CN")
+	UploadTaskPlugin(c)
+	require.Equal(t, http.StatusOK, recorder.Code)
+	var response struct {
+		Success       bool           `json:"success"`
+		Message       string         `json:"message"`
+		MessageKey    string         `json:"message_key"`
+		MessageParams map[string]any `json:"message_params"`
 	}
+	require.NoError(t, common.Unmarshal(recorder.Body.Bytes(), &response))
+	assert.False(t, response.Success)
+	assert.Equal(t, `Plugin metadata contains an unknown field "futureField". If this plugin was downloaded from the official marketplace, it may require a newer version of new-api. Try updating new-api and installing the plugin again.`, response.Message)
+	assert.Equal(t, `Plugin metadata contains an unknown field "{{field}}". If this plugin was downloaded from the official marketplace, it may require a newer version of new-api. Try updating new-api and installing the plugin again.`, response.MessageKey)
+	assert.Equal(t, map[string]any{"field": "futureField"}, response.MessageParams)
 }
 
 func TestUploadTaskPluginRejectsMetaViolatingV1Schema(t *testing.T) {
@@ -1186,7 +1260,7 @@ func TestTaskPluginDisplayOrderAndMetadata(t *testing.T) {
 		_, err := jsplugin.DefaultRegistry.Register(source, jsplugin.Options{})
 		require.NoError(t, err)
 		cleanupTaskPluginControllerRuntime(t, key)
-		require.NoError(t, model.SaveTaskPlugin(&model.TaskPlugin{Key: key, Version: "1.0.0", APIVersion: 1, Source: source, Enabled: true}))
+		require.NoError(t, model.SaveTaskPlugin(&model.TaskPlugin{Key: key, Version: "1.0.0", APIVersion: 1, Source: model.LongText(source), Enabled: true}))
 	}
 	for _, endpoint := range []string{"list", "options"} {
 		t.Run(endpoint, func(t *testing.T) {
@@ -1256,7 +1330,7 @@ func TestUploadTaskPluginStoresSidecarIconAndServesIt(t *testing.T) {
 	assert.NotContains(t, accepted.Body.String(), "base64,", "icon bytes never travel inside detail JSON")
 	stored, err := model.GetTaskPluginVersion(key, "1.0.0")
 	require.NoError(t, err)
-	assert.Equal(t, svgIcon, stored.Icon)
+	assert.Equal(t, svgIcon, string(stored.Icon))
 
 	item := listTaskPluginItem(t, key)
 	assert.True(t, item.HasIcon)
diff --git a/controller/theme_compat_test.go b/controller/theme_compat_test.go
index 28cb823..d72fec3 100644
--- a/controller/theme_compat_test.go
+++ b/controller/theme_compat_test.go
@@ -24,7 +24,7 @@ func TestUpdateOptionRejectsRetiredFrontendTheme(t *testing.T) {
 	UpdateOption(context)
 
 	assert.Equal(t, http.StatusOK, response.Code)
-	assert.JSONEq(t, `{"success":false,"message":"Classic 前端已移除，主题只能设置为 default"}`, response.Body.String())
+	assert.JSONEq(t, `{"success":false,"message":"The Classic frontend has been removed. The theme can only be set to default","message_key":"The Classic frontend has been removed. The theme can only be set to default"}`, response.Body.String())
 }
 
 func TestGetStatusAdvertisesDefaultDashboard(t *testing.T) {
diff --git a/controller/token.go b/controller/token.go
index 35eab68..362ad2b 100644
--- a/controller/token.go
+++ b/controller/token.go
@@ -1,7 +1,6 @@
 package controller
 
 import (
-	"fmt"
 	"net/http"
 	"strconv"
 	"strings"
@@ -9,6 +8,7 @@ import (
 	"github.com/QuantumNous/new-api/common"
 	"github.com/QuantumNous/new-api/constant"
 	"github.com/QuantumNous/new-api/i18n"
+	"github.com/QuantumNous/new-api/logger"
 	"github.com/QuantumNous/new-api/model"
 	"github.com/QuantumNous/new-api/service"
 	"github.com/QuantumNous/new-api/setting"
@@ -80,7 +80,7 @@ func buildMaskedTokenResponse(token *model.Token) *tokenResponse {
 	maskedToken.Key = token.GetMaskedKey()
 	groupPool, err := token.GetGroupPool()
 	if err != nil {
-		common.SysError(fmt.Sprintf("failed to parse auto groups for token %d: %v", token.Id, err))
+		common.SysError(common.LogText("failed to parse auto groups for token %d: %v", token.Id, err))
 		groupPool = nil
 	}
 	autoGroups := make([]string, 0, len(groupPool))
@@ -123,7 +123,7 @@ func setTokenAutoGroups(c *gin.Context, token *model.Token, groups []string) boo
 
 	maxCount := setting.GetMaxTokenAutoGroups()
 	if len(groups) > maxCount {
-		common.ApiErrorI18n(c, i18n.MsgTokenAutoGroupsTooMany, map[string]any{"Max": maxCount})
+		common.ApiErrorT(c, "A token can select at most {{max}} Auto groups", map[string]any{"max": maxCount})
 		return false
 	}
 
@@ -135,12 +135,12 @@ func setTokenAutoGroups(c *gin.Context, token *model.Token, groups []string) boo
 	seen := make(map[string]struct{}, len(groups))
 	for _, group := range groups {
 		if _, ok := seen[group]; ok {
-			common.ApiErrorI18n(c, i18n.MsgTokenAutoGroupsDuplicate, map[string]any{"Group": group})
+			common.ApiErrorT(c, "Auto group {{group}} is duplicated", map[string]any{"group": group})
 			return false
 		}
 		seen[group] = struct{}{}
 		if !service.IsUserSelectableGroup(userGroup, group) {
-			common.ApiErrorI18n(c, i18n.MsgTokenAutoGroupsInvalid, map[string]any{"Group": group})
+			common.ApiErrorT(c, "Auto group {{group}} is unavailable or unauthorized", map[string]any{"group": group})
 			return false
 		}
 	}
@@ -155,12 +155,12 @@ func setTokenAutoGroups(c *gin.Context, token *model.Token, groups []string) boo
 func setTokenBackupGroup(c *gin.Context, token *model.Token, groups []string) bool {
 	maxCount := setting.GetMaxTokenAutoGroups()
 	if len(groups) > maxCount {
-		common.ApiErrorI18n(c, i18n.MsgTokenAutoGroupsTooMany, map[string]any{"Max": maxCount})
+		common.ApiErrorT(c, "A token can select at most {{max}} Auto groups", map[string]any{"max": maxCount})
 		return false
 	}
 	for _, group := range groups {
 		if group == token.Group {
-			common.ApiErrorI18n(c, i18n.MsgTokenAutoGroupsDuplicate, map[string]any{"Group": group})
+			common.ApiErrorT(c, "Auto group {{group}} is duplicated", map[string]any{"group": group})
 			return false
 		}
 	}
@@ -174,7 +174,7 @@ func setTokenBackupGroup(c *gin.Context, token *model.Token, groups []string) bo
 func setTokenGroupPool(c *gin.Context, token *model.Token, entries []model.TokenGroupEntry) bool {
 	maxCount := setting.GetMaxTokenAutoGroups()
 	if len(entries) > maxCount {
-		common.ApiErrorI18n(c, i18n.MsgTokenAutoGroupsTooMany, map[string]any{"Max": maxCount})
+		common.ApiErrorT(c, "A token can select at most {{max}} Auto groups", map[string]any{"max": maxCount})
 		return false
 	}
 	userGroup, err := getTokenRequestUserGroup(c)
@@ -185,16 +185,16 @@ func setTokenGroupPool(c *gin.Context, token *model.Token, entries []model.Token
 	seen := make(map[string]struct{}, len(entries))
 	for _, entry := range entries {
 		if entry.Group == token.Group {
-			common.ApiErrorI18n(c, i18n.MsgTokenAutoGroupsDuplicate, map[string]any{"Group": entry.Group})
+			common.ApiErrorT(c, "Auto group {{group}} is duplicated", map[string]any{"group": entry.Group})
 			return false
 		}
 		if _, ok := seen[entry.Group]; ok {
-			common.ApiErrorI18n(c, i18n.MsgTokenAutoGroupsDuplicate, map[string]any{"Group": entry.Group})
+			common.ApiErrorT(c, "Auto group {{group}} is duplicated", map[string]any{"group": entry.Group})
 			return false
 		}
 		seen[entry.Group] = struct{}{}
 		if !service.IsUserSelectableGroup(userGroup, entry.Group) {
-			common.ApiErrorI18n(c, i18n.MsgTokenAutoGroupsInvalid, map[string]any{"Group": entry.Group})
+			common.ApiErrorT(c, "Auto group {{group}} is unavailable or unauthorized", map[string]any{"group": entry.Group})
 			return false
 		}
 	}
@@ -327,7 +327,7 @@ func GetTokenUsage(c *gin.Context) {
 
 	token, err := model.GetTokenByKey(strings.TrimPrefix(tokenKey, "sk-"), false)
 	if err != nil {
-		common.SysError("failed to get token by key: " + err.Error())
+		common.SysError(common.LogText("failed to get token by key: %s", err.Error()))
 		common.ApiErrorI18n(c, i18n.MsgTokenGetInfoFailed)
 		return
 	}
@@ -373,7 +373,7 @@ func AddToken(c *gin.Context) {
 		token.AstraAutoSwitch = false
 	}
 	if len(token.Name) > 50 {
-		common.ApiErrorI18n(c, i18n.MsgTokenNameTooLong)
+		common.ApiErrorT(c, "Token name is too long")
 		return
 	}
 	params := tokenAuditParams(c)
@@ -381,12 +381,12 @@ func AddToken(c *gin.Context) {
 	// 非无限额度时，检查额度值是否超出有效范围
 	if !token.UnlimitedQuota {
 		if token.RemainQuota < 0 {
-			common.ApiErrorI18n(c, i18n.MsgTokenQuotaNegative)
+			common.ApiErrorT(c, "Quota value cannot be negative")
 			return
 		}
 		maxQuotaValue := maxTokenQuota()
 		if token.RemainQuota > maxQuotaValue {
-			common.ApiErrorI18n(c, i18n.MsgTokenQuotaExceedMax, map[string]any{"Max": maxQuotaValue})
+			common.ApiErrorT(c, "Quota value exceeds valid range, maximum is {{max}}", map[string]any{"max": logger.FormatQuota(maxQuotaValue)})
 			return
 		}
 	}
@@ -398,10 +398,7 @@ func AddToken(c *gin.Context) {
 		return
 	}
 	if int(count) >= maxTokens {
-		c.JSON(http.StatusOK, gin.H{
-			"success": false,
-			"message": fmt.Sprintf("已达到最大令牌数量限制 (%d)", maxTokens),
-		})
+		common.ApiErrorT(c, "Maximum number of tokens reached ({{max}})", map[string]any{"max": maxTokens})
 		return
 	}
 	if request.RoutingPolicy != nil {
@@ -436,8 +433,8 @@ func AddToken(c *gin.Context) {
 	}
 	key, err := common.GenerateKey()
 	if err != nil {
-		common.ApiErrorI18n(c, i18n.MsgTokenGenerateFailed)
-		common.SysLog("failed to generate token key: " + err.Error())
+		common.ApiErrorT(c, "Failed to generate token")
+		common.SysLog(common.LogText("failed to generate token key: %s", err.Error()))
 		return
 	}
 	cleanToken := model.Token{
@@ -509,17 +506,17 @@ func UpdateToken(c *gin.Context) {
 		params["id"] = token.Id
 	}
 	if len(token.Name) > 50 {
-		common.ApiErrorI18n(c, i18n.MsgTokenNameTooLong)
+		common.ApiErrorT(c, "Token name is too long")
 		return
 	}
 	if !token.UnlimitedQuota {
 		if token.RemainQuota < 0 {
-			common.ApiErrorI18n(c, i18n.MsgTokenQuotaNegative)
+			common.ApiErrorT(c, "Quota value cannot be negative")
 			return
 		}
 		maxQuotaValue := maxTokenQuota()
 		if token.RemainQuota > maxQuotaValue {
-			common.ApiErrorI18n(c, i18n.MsgTokenQuotaExceedMax, map[string]any{"Max": maxQuotaValue})
+			common.ApiErrorT(c, "Quota value exceeds valid range, maximum is {{max}}", map[string]any{"max": logger.FormatQuota(maxQuotaValue)})
 			return
 		}
 	}
@@ -532,11 +529,11 @@ func UpdateToken(c *gin.Context) {
 	previous := *cleanToken
 	if token.Status == common.TokenStatusEnabled {
 		if cleanToken.Status == common.TokenStatusExpired && cleanToken.ExpiredTime <= common.GetTimestamp() && cleanToken.ExpiredTime != -1 {
-			common.ApiErrorI18n(c, i18n.MsgTokenExpiredCannotEnable)
+			common.ApiErrorT(c, "Token has expired and cannot be enabled. Please modify the expiration time or set it to never expire")
 			return
 		}
 		if cleanToken.Status == common.TokenStatusExhausted && cleanToken.RemainQuota <= 0 && !cleanToken.UnlimitedQuota {
-			common.ApiErrorI18n(c, i18n.MsgTokenExhaustedCannotEable)
+			common.ApiErrorT(c, "Token quota is exhausted and cannot be enabled. Please modify the remaining quota or set it to unlimited")
 			return
 		}
 	}
@@ -632,12 +629,12 @@ type TokenBatch struct {
 func DeleteTokenBatch(c *gin.Context) {
 	tokenBatch := TokenBatch{}
 	if err := c.ShouldBindJSON(&tokenBatch); err != nil {
-		common.ApiErrorI18n(c, i18n.MsgInvalidParams)
+		common.ApiErrorT(c, "Invalid parameters")
 		return
 	}
 	params := tokenBatchAuditParams(c, tokenBatch.Ids)
 	if len(tokenBatch.Ids) == 0 {
-		common.ApiErrorI18n(c, i18n.MsgInvalidParams)
+		common.ApiErrorT(c, "Invalid parameters")
 		return
 	}
 	userId := c.GetInt("id")
@@ -658,16 +655,16 @@ func DeleteTokenBatch(c *gin.Context) {
 func GetTokenKeysBatch(c *gin.Context) {
 	tokenBatch := TokenBatch{}
 	if err := c.ShouldBindJSON(&tokenBatch); err != nil {
-		common.ApiErrorI18n(c, i18n.MsgInvalidParams)
+		common.ApiErrorT(c, "Invalid parameters")
 		return
 	}
 	params := tokenBatchAuditParams(c, tokenBatch.Ids)
 	if len(tokenBatch.Ids) == 0 {
-		common.ApiErrorI18n(c, i18n.MsgInvalidParams)
+		common.ApiErrorT(c, "Invalid parameters")
 		return
 	}
 	if len(tokenBatch.Ids) > 100 {
-		common.ApiErrorI18n(c, i18n.MsgBatchTooMany, map[string]any{"Max": 100})
+		common.ApiErrorT(c, "Too many items in batch request, maximum is {{max}}", map[string]any{"max": 100})
 		return
 	}
 	userId := c.GetInt("id")
diff --git a/controller/token_test.go b/controller/token_test.go
index 1824fd6..14b9545 100644
--- a/controller/token_test.go
+++ b/controller/token_test.go
@@ -6,9 +6,11 @@ import (
 	"encoding/json"
 	"errors"
 	"fmt"
+	"maps"
 	"net/http"
 	"net/http/httptest"
 	"os"
+	"slices"
 	"strconv"
 	"strings"
 	"testing"
@@ -453,6 +455,8 @@ func runTokenMigrationCompatibilityTest(t *testing.T, db *gorm.DB, dialect strin
 	if migratedToken.AutoGroups != "" {
 		t.Fatalf("expected legacy token to inherit global Auto groups, got %q", migratedToken.AutoGroups)
 	}
+	require.True(t, db.Migrator().HasColumn(&model.Token{}, "allow_user_quota_query"))
+	assert.False(t, migratedToken.AllowUserQuotaQuery, "tokens created before the upgrade keep user quota queries off")
 
 	inserted := model.Token{
 		UserId:             8,
@@ -670,6 +674,124 @@ func TestGetTokenKeyRequiresOwnershipAndReturnsFullKey(t *testing.T) {
 	}
 }
 
+func TestTokenAllowUserQuotaQueryOnCreateAndUpdate(t *testing.T) {
+	for _, tc := range []struct {
+		name   string
+		target string
+		stored *bool // nil creates the token through the API
+		field  any   // nil omits allow_user_quota_query from the request
+		want   bool
+	}{
+		{name: "create without the field turns it on", target: "/api/token/", want: true},
+		{name: "create with false keeps it off", target: "/api/token/", field: false},
+		{name: "update without the field keeps it on", target: "/api/token/", stored: common.GetPointer(true), want: true},
+		{name: "update without the field keeps it off", target: "/api/token/", stored: common.GetPointer(false)},
+		{name: "update turns it off", target: "/api/token/", stored: common.GetPointer(true), field: false},
+		{name: "update turns it on", target: "/api/token/", stored: common.GetPointer(false), field: true, want: true},
+		{name: "status update leaves it alone", target: "/api/token/?status_only=true", stored: common.GetPointer(true), field: false, want: true},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			db := setupTokenControllerTestDB(t)
+			body := map[string]any{"name": "quota-query", "expired_time": -1, "unlimited_quota": true, "status": common.TokenStatusEnabled}
+			if tc.field != nil {
+				body["allow_user_quota_query"] = tc.field
+			}
+			var recorder *httptest.ResponseRecorder
+			if tc.stored == nil {
+				var ctx *gin.Context
+				ctx, recorder = newAuthenticatedContext(t, http.MethodPost, tc.target, body, 1)
+				AddToken(ctx)
+			} else {
+				token := seedToken(t, db, 1, "quota-query", "quota-query-key")
+				require.NoError(t, db.Model(token).Update("allow_user_quota_query", *tc.stored).Error)
+				body["id"] = token.Id
+				var ctx *gin.Context
+				ctx, recorder = newAuthenticatedContext(t, http.MethodPut, tc.target, body, 1)
+				UpdateToken(ctx)
+			}
+			response := decodeAPIResponse(t, recorder)
+			require.True(t, response.Success, response.Message)
+
+			var saved model.Token
+			require.NoError(t, db.Where("name = ?", "quota-query").First(&saved).Error)
+			assert.Equal(t, tc.want, saved.AllowUserQuotaQuery)
+			if tc.stored != nil {
+				var returned struct {
+					AllowUserQuotaQuery bool `json:"allow_user_quota_query"`
+				}
+				require.NoError(t, common.Unmarshal(response.Data, &returned))
+				assert.Equal(t, tc.want, returned.AllowUserQuotaQuery)
+			}
+		})
+	}
+}
+
+func TestGetTokenUsageFollowsTheUserQuotaSwitchAndIPWhitelist(t *testing.T) {
+	for _, tc := range []struct {
+		name          string
+		allow         bool
+		expired       bool
+		allowIps      string
+		remoteAddr    string
+		wantStatus    int
+		wantUserQuota bool
+	}{
+		{name: "switch off", remoteAddr: "203.0.113.7:4321", wantStatus: http.StatusOK},
+		{name: "switch on without IP whitelist", allow: true, remoteAddr: "203.0.113.7:4321", wantStatus: http.StatusOK, wantUserQuota: true},
+		{name: "switch on with matching IP whitelist", allow: true, allowIps: "198.51.100.1\n203.0.113.0/24", remoteAddr: "203.0.113.7:4321", wantStatus: http.StatusOK, wantUserQuota: true},
+		{name: "expired key with the switch on", allow: true, expired: true, remoteAddr: "203.0.113.7:4321", wantStatus: http.StatusOK, wantUserQuota: true},
+		{name: "switch on from an IP outside the whitelist", allow: true, allowIps: "198.51.100.1", remoteAddr: "203.0.113.7:4321", wantStatus: http.StatusForbidden},
+		{name: "switch off from an IP outside the whitelist", allowIps: "198.51.100.1", remoteAddr: "203.0.113.7:4321", wantStatus: http.StatusForbidden},
+		{name: "unresolved client IP with a whitelist", allow: true, allowIps: "203.0.113.0/24", remoteAddr: "unresolved", wantStatus: http.StatusForbidden},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			db := setupTokenControllerTestDB(t)
+			require.NoError(t, db.AutoMigrate(&model.User{}))
+			// Initialize production column quoting for the token key lookup.
+			t.Setenv("LOG_SQL_DSN", "")
+			require.NoError(t, model.InitLogDB())
+			user := &model.User{Username: "quota-owner", Password: "placeholder", Role: common.RoleCommonUser, Status: common.UserStatusEnabled, Group: "default", Quota: 12345, UsedQuota: 678, AuthVersion: 1, AffCode: "quota-owner"}
+			require.NoError(t, db.Create(user).Error)
+			token := seedToken(t, db, user.Id, "usage-token", "usagekey1234")
+			updates := map[string]any{"allow_user_quota_query": tc.allow, "allow_ips": tc.allowIps, "used_quota": 30}
+			if tc.expired {
+				updates["status"], updates["expired_time"] = common.TokenStatusExpired, 1
+			}
+			require.NoError(t, db.Model(token).Updates(updates).Error)
+
+			router := gin.New()
+			router.GET("/api/usage/token/", middleware.TokenAuthReadOnly(), GetTokenUsage)
+			request := httptest.NewRequest(http.MethodGet, "/api/usage/token/", nil)
+			request.Header.Set("Authorization", "Bearer sk-usagekey1234")
+			request.RemoteAddr = tc.remoteAddr
+			recorder := httptest.NewRecorder()
+			router.ServeHTTP(recorder, request)
+
+			require.Equal(t, tc.wantStatus, recorder.Code, recorder.Body.String())
+			if tc.wantStatus != http.StatusOK {
+				assert.NotContains(t, recorder.Body.String(), "total_available")
+				return
+			}
+			var response struct {
+				Code bool                       `json:"code"`
+				Data map[string]json.RawMessage `json:"data"`
+			}
+			require.NoError(t, common.Unmarshal(recorder.Body.Bytes(), &response))
+			require.True(t, response.Code, recorder.Body.String())
+			fields := []string{"expires_at", "model_limits", "model_limits_enabled", "name", "object", "total_available", "total_granted", "total_used", "unlimited_quota"}
+			if tc.wantUserQuota {
+				fields = append(fields, "user_quota")
+			}
+			assert.Equal(t, fields, slices.Sorted(maps.Keys(response.Data)))
+			assert.JSONEq(t, `100`, string(response.Data["total_available"]))
+			assert.JSONEq(t, `30`, string(response.Data["total_used"]))
+			if tc.wantUserQuota {
+				assert.JSONEq(t, `{"total_available":12345,"total_used":678}`, string(response.Data["user_quota"]))
+			}
+		})
+	}
+}
+
 func TestAPITokenAuditDatabaseMatrix(t *testing.T) {
 	for _, database := range []struct {
 		name, env string
@@ -771,6 +893,7 @@ func verifyAPITokenAudit(t *testing.T) {
 		{name: "normalized update", method: "PUT", path: "/", body: `{"id":$id,"name":"renamed","expired_time":-1,"remain_quota":200,"unlimited_quota":true,"group":"default","cross_group_retry":true,"allow_ips":""}`, action: "token.update", success: true, params: `{"id":$id,"name":"renamed","changed_fields":["name","remain_quota","group","cross_group_retry","auto_groups"]}`},
 		{name: "configuration values stay private", method: "PUT", path: "/", body: `{"id":$id,"name":"owned","expired_time":42,"remain_quota":100,"unlimited_quota":false,"model_limits_enabled":true,"model_limits":"private-model-configuration","allow_ips":"203.0.113.57","group":"auto","cross_group_retry":true}`, action: "token.update", success: true, params: `{"id":$id,"name":"owned","changed_fields":["expired_time","unlimited_quota","model_limits_enabled","model_limits","allow_ips"]}`},
 		{name: "unchanged update", method: "PUT", path: "/", body: `{"id":$id,"name":"owned","expired_time":-1,"remain_quota":100,"unlimited_quota":true,"group":"auto","cross_group_retry":true,"allow_ips":""}`, action: "token.update", success: true, params: `{"id":$id,"name":"owned","changed_fields":[]}`},
+		{name: "user quota query update", method: "PUT", path: "/", body: `{"id":$id,"name":"owned","expired_time":-1,"remain_quota":100,"unlimited_quota":true,"group":"auto","cross_group_retry":true,"allow_ips":"","allow_user_quota_query":true}`, action: "token.update", success: true, params: `{"id":$id,"name":"owned","changed_fields":["allow_user_quota_query"]}`},
 		{name: "successful response exceeds audit buffer", method: "PUT", path: "/", body: `{"id":$id,"name":"owned","expired_time":-1,"remain_quota":100,"unlimited_quota":true,"group":"auto","cross_group_retry":true,"allow_ips":"","model_limits":"` + strings.Repeat("m", 64*1024-128) + `"}`, action: "token.update", success: true, params: `{"id":$id,"name":"owned","changed_fields":["model_limits"]}`},
 		{name: "update storage failure", method: "PUT", path: "/", body: `{"id":$id,"name":"failed-rename","unlimited_quota":true}`, action: "token.update", params: `{"id":$id,"name":"owned"}`, failWrite: true},
 		{name: "foreign update", method: "PUT", path: "/", body: `{"id":$other,"name":"forged-name","unlimited_quota":true}`, action: "token.update", params: `{"id":$other}`},
diff --git a/controller/topup.go b/controller/topup.go
index 26c7b94..3ee8125 100644
--- a/controller/topup.go
+++ b/controller/topup.go
@@ -3,6 +3,7 @@ package controller
 import (
 	"errors"
 	"fmt"
+	"maps"
 	"net/http"
 	"net/url"
 	"strconv"
@@ -223,10 +224,10 @@ func getMaxTopUpAmount() int64 {
 func validateCreditedQuota(quota decimal.Decimal) (int, error) {
 	value, err := common.WalletQuotaFromDecimalStrict(quota)
 	if err != nil {
-		return 0, errors.New("充值额度超出系统可表示范围")
+		return 0, common.NewMessage("Top-up quota exceeds the range the system can represent")
 	}
 	if value <= 0 {
-		return 0, errors.New("充值额度必须大于 0")
+		return 0, common.NewMessage("Top-up quota must be greater than 0")
 	}
 	return value, nil
 }
@@ -238,9 +239,21 @@ func validateTopUpQuota(amount int64) (int, error) {
 	}
 	maxAmount := getMaxTopUpAmount()
 	if maxAmount > 0 && amount > maxAmount {
-		return 0, fmt.Errorf("单笔充值数量不能大于 %d", maxAmount)
+		return 0, common.NewMessage("Top-up amount cannot exceed {{max}}", map[string]any{"max": maxAmount})
 	}
-	return 0, errors.New("充值数量无效")
+	return 0, common.NewMessage("Invalid top-up amount")
+}
+
+// paymentError answers payment endpoints in their {"message": "error",
+// "data": text} shape. When err is or wraps a *common.Message, the response
+// also carries message_key and message_params for the web console.
+func paymentError(c *gin.Context, err error) {
+	body := gin.H{"message": "error", "data": err.Error()}
+	var message *common.Message
+	if errors.As(err, &message) {
+		maps.Copy(body, message.Fields())
+	}
+	c.JSON(http.StatusOK, body)
 }
 
 func rejectInvalidCreditedQuota(c *gin.Context, userId int, quota decimal.Decimal) bool {
@@ -249,7 +262,7 @@ func rejectInvalidCreditedQuota(c *gin.Context, userId int, quota decimal.Decima
 		err = model.ValidateTopUpQuotaCapacity(userId, creditedQuota)
 	}
 	if err != nil {
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": err.Error()})
+		paymentError(c, err)
 		return true
 	}
 	return false
@@ -261,7 +274,7 @@ func rejectInvalidTopUpQuota(c *gin.Context, userId int, amount int64) bool {
 		err = model.ValidateTopUpQuotaCapacity(userId, creditedQuota)
 	}
 	if err != nil {
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": err.Error()})
+		paymentError(c, err)
 		return true
 	}
 	return false
@@ -271,11 +284,11 @@ func RequestEpay(c *gin.Context) {
 	var req EpayRequest
 	err := c.ShouldBindJSON(&req)
 	if err != nil {
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "参数错误"})
+		paymentError(c, common.NewMessage("Invalid parameters"))
 		return
 	}
 	if req.Amount < getMinTopup() {
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": fmt.Sprintf("充值数量不能小于 %d", getMinTopup())})
+		paymentError(c, common.NewMessage("Top-up amount cannot be less than {{min}}", map[string]any{"min": getMinTopup()}))
 		return
 	}
 	id := c.GetInt("id")
@@ -285,17 +298,17 @@ func RequestEpay(c *gin.Context) {
 
 	group, err := model.GetUserGroup(id, true)
 	if err != nil {
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "获取用户分组失败"})
+		paymentError(c, common.NewMessage("Failed to get the user group"))
 		return
 	}
 	payMoney := getPayMoney(req.Amount, group)
 	if payMoney < 0.01 {
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "充值金额过低"})
+		paymentError(c, common.NewMessage("Payment amount is too low"))
 		return
 	}
 
 	if !operation_setting.ContainsPayMethod(req.PaymentMethod) {
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "支付方式不存在"})
+		paymentError(c, common.NewMessage("Payment method does not exist"))
 		return
 	}
 
@@ -306,7 +319,7 @@ func RequestEpay(c *gin.Context) {
 	tradeNo = fmt.Sprintf("USR%dNO%s", id, tradeNo)
 	client := GetEpayClient()
 	if client == nil {
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "当前管理员未配置支付信息"})
+		paymentError(c, common.NewMessage("Payment information has not been configured by administrator"))
 		return
 	}
 	uri, params, err := client.Purchase(&epay.PurchaseArgs{
@@ -319,8 +332,8 @@ func RequestEpay(c *gin.Context) {
 		ReturnUrl:      returnUrl,
 	})
 	if err != nil {
-		logger.LogError(c.Request.Context(), fmt.Sprintf("易支付 拉起支付失败 user_id=%d trade_no=%s payment_method=%s amount=%d error=%q", id, tradeNo, req.PaymentMethod, req.Amount, err.Error()))
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "拉起支付失败"})
+		logger.LogError(c.Request.Context(), common.LogText("Epay failed to start payment user_id=%d trade_no=%s payment_method=%s amount=%d error=%q", id, tradeNo, req.PaymentMethod, req.Amount, err.Error()))
+		paymentError(c, common.NewMessage("Failed to start payment"))
 		return
 	}
 	amount := req.Amount
@@ -341,11 +354,11 @@ func RequestEpay(c *gin.Context) {
 	}
 	err = topUp.Insert()
 	if err != nil {
-		logger.LogError(c.Request.Context(), fmt.Sprintf("易支付 创建充值订单失败 user_id=%d trade_no=%s payment_method=%s amount=%d error=%q", id, tradeNo, req.PaymentMethod, req.Amount, err.Error()))
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "创建订单失败"})
+		logger.LogError(c.Request.Context(), common.LogText("Epay failed to create top-up order user_id=%d trade_no=%s payment_method=%s amount=%d error=%q", id, tradeNo, req.PaymentMethod, req.Amount, err.Error()))
+		paymentError(c, common.NewMessage("Failed to create order"))
 		return
 	}
-	logger.LogInfo(c.Request.Context(), fmt.Sprintf("易支付 充值订单创建成功 user_id=%d trade_no=%s payment_method=%s amount=%d money=%.2f uri=%q params=%q", id, tradeNo, req.PaymentMethod, req.Amount, payMoney, uri, common.GetJsonString(params)))
+	logger.LogInfo(c.Request.Context(), common.LogText("Epay top-up order created user_id=%d trade_no=%s payment_method=%s amount=%d money=%.2f uri=%q params=%q", id, tradeNo, req.PaymentMethod, req.Amount, payMoney, uri, common.GetJsonString(params)))
 	c.JSON(http.StatusOK, gin.H{"message": "success", "data": params, "url": uri})
 }
 
@@ -393,7 +406,7 @@ func UnlockOrder(tradeNo string) {
 
 func EpayNotify(c *gin.Context) {
 	if !isEpayWebhookEnabled() {
-		logger.LogWarn(c.Request.Context(), fmt.Sprintf("易支付 webhook 被拒绝 reason=webhook_disabled path=%q client_ip=%s", c.Request.RequestURI, c.ClientIP()))
+		logger.LogWarn(c.Request.Context(), common.LogText("Epay webhook rejected reason=webhook_disabled path=%q client_ip=%s", c.Request.RequestURI, c.ClientIP()))
 		_, _ = c.Writer.Write([]byte("fail"))
 		return
 	}
@@ -403,7 +416,7 @@ func EpayNotify(c *gin.Context) {
 	if c.Request.Method == "POST" {
 		// POST 请求：从 POST body 解析参数
 		if err := c.Request.ParseForm(); err != nil {
-			logger.LogError(c.Request.Context(), fmt.Sprintf("易支付 webhook POST 表单解析失败 path=%q client_ip=%s error=%q", c.Request.RequestURI, c.ClientIP(), err.Error()))
+			logger.LogError(c.Request.Context(), common.LogText("Epay webhook failed to parse POST form path=%q client_ip=%s error=%q", c.Request.RequestURI, c.ClientIP(), err.Error()))
 			_, _ = c.Writer.Write([]byte("fail"))
 			return
 		}
@@ -418,35 +431,35 @@ func EpayNotify(c *gin.Context) {
 			return r
 		}, map[string]string{})
 	}
-	logger.LogInfo(c.Request.Context(), fmt.Sprintf("易支付 webhook 收到请求 path=%q client_ip=%s method=%s params=%q", c.Request.RequestURI, c.ClientIP(), c.Request.Method, common.GetJsonString(params)))
+	logger.LogInfo(c.Request.Context(), common.LogText("Epay webhook received request path=%q client_ip=%s method=%s params=%q", c.Request.RequestURI, c.ClientIP(), c.Request.Method, common.GetJsonString(params)))
 
 	if len(params) == 0 {
-		logger.LogWarn(c.Request.Context(), fmt.Sprintf("易支付 webhook 参数为空 path=%q client_ip=%s", c.Request.RequestURI, c.ClientIP()))
+		logger.LogWarn(c.Request.Context(), common.LogText("Epay webhook params are empty path=%q client_ip=%s", c.Request.RequestURI, c.ClientIP()))
 		_, _ = c.Writer.Write([]byte("fail"))
 		return
 	}
 	client := GetEpayClient()
 	if client == nil {
-		logger.LogError(c.Request.Context(), fmt.Sprintf("易支付 client 未初始化 path=%q client_ip=%s", c.Request.RequestURI, c.ClientIP()))
+		logger.LogError(c.Request.Context(), common.LogText("Epay client is not initialized path=%q client_ip=%s", c.Request.RequestURI, c.ClientIP()))
 		_, err := c.Writer.Write([]byte("fail"))
 		if err != nil {
-			logger.LogError(c.Request.Context(), fmt.Sprintf("易支付 webhook 响应写入失败 path=%q client_ip=%s error=%q", c.Request.RequestURI, c.ClientIP(), err.Error()))
+			logger.LogError(c.Request.Context(), common.LogText("Epay webhook failed to write response path=%q client_ip=%s error=%q", c.Request.RequestURI, c.ClientIP(), err.Error()))
 		}
 		return
 	}
 	verifyInfo, err := client.Verify(params)
 	if err != nil || !verifyInfo.VerifyStatus {
 		if _, writeErr := c.Writer.Write([]byte("fail")); writeErr != nil {
-			logger.LogError(c.Request.Context(), fmt.Sprintf("易支付 webhook 响应写入失败 path=%q client_ip=%s error=%q", c.Request.RequestURI, c.ClientIP(), writeErr.Error()))
+			logger.LogError(c.Request.Context(), common.LogText("Epay webhook failed to write response path=%q client_ip=%s error=%q", c.Request.RequestURI, c.ClientIP(), writeErr.Error()))
 		}
 		if err != nil {
-			logger.LogWarn(c.Request.Context(), fmt.Sprintf("易支付 webhook 验签失败 path=%q client_ip=%s verify_error=%q", c.Request.RequestURI, c.ClientIP(), err.Error()))
+			logger.LogWarn(c.Request.Context(), common.LogText("Epay webhook signature verification failed path=%q client_ip=%s verify_error=%q", c.Request.RequestURI, c.ClientIP(), err.Error()))
 		} else {
-			logger.LogWarn(c.Request.Context(), fmt.Sprintf("易支付 webhook 验签失败 path=%q client_ip=%s verify_status=false", c.Request.RequestURI, c.ClientIP()))
+			logger.LogWarn(c.Request.Context(), common.LogText("Epay webhook signature verification failed path=%q client_ip=%s verify_status=false", c.Request.RequestURI, c.ClientIP()))
 		}
 		return
 	}
-	logger.LogInfo(c.Request.Context(), fmt.Sprintf("易支付 webhook 验签成功 trade_no=%s callback_type=%s trade_status=%s client_ip=%s verify_info=%q", verifyInfo.ServiceTradeNo, verifyInfo.Type, verifyInfo.TradeStatus, c.ClientIP(), common.GetJsonString(verifyInfo)))
+	logger.LogInfo(c.Request.Context(), common.LogText("Epay webhook signature verified trade_no=%s callback_type=%s trade_status=%s client_ip=%s verify_info=%q", verifyInfo.ServiceTradeNo, verifyInfo.Type, verifyInfo.TradeStatus, c.ClientIP(), common.GetJsonString(verifyInfo)))
 
 	if verifyInfo.TradeStatus == epay.StatusTradeSuccess {
 		// 进程内锁只是优化；重复/并发回调的正确性由 RechargeEpay 的
@@ -457,29 +470,29 @@ func EpayNotify(c *gin.Context) {
 		if err != nil {
 			switch {
 			case errors.Is(err, model.ErrTopUpNotFound):
-				logger.LogWarn(c.Request.Context(), fmt.Sprintf("易支付 回调订单不存在 trade_no=%s callback_type=%s client_ip=%s verify_info=%q", verifyInfo.ServiceTradeNo, verifyInfo.Type, c.ClientIP(), common.GetJsonString(verifyInfo)))
+				logger.LogWarn(c.Request.Context(), common.LogText("Epay callback order not found trade_no=%s callback_type=%s client_ip=%s verify_info=%q", verifyInfo.ServiceTradeNo, verifyInfo.Type, c.ClientIP(), common.GetJsonString(verifyInfo)))
 			case errors.Is(err, model.ErrPaymentMethodMismatch):
-				logger.LogWarn(c.Request.Context(), fmt.Sprintf("易支付 订单支付网关不匹配 trade_no=%s callback_type=%s client_ip=%s", verifyInfo.ServiceTradeNo, verifyInfo.Type, c.ClientIP()))
+				logger.LogWarn(c.Request.Context(), common.LogText("Epay order payment gateway mismatch trade_no=%s callback_type=%s client_ip=%s", verifyInfo.ServiceTradeNo, verifyInfo.Type, c.ClientIP()))
 			case errors.Is(err, model.ErrTopUpStatusInvalid):
-				logger.LogWarn(c.Request.Context(), fmt.Sprintf("易支付 订单状态非法 trade_no=%s callback_type=%s client_ip=%s", verifyInfo.ServiceTradeNo, verifyInfo.Type, c.ClientIP()))
+				logger.LogWarn(c.Request.Context(), common.LogText("Epay order status invalid trade_no=%s callback_type=%s client_ip=%s", verifyInfo.ServiceTradeNo, verifyInfo.Type, c.ClientIP()))
 			default:
-				logger.LogError(c.Request.Context(), fmt.Sprintf("易支付 充值处理失败 trade_no=%s client_ip=%s error=%q", verifyInfo.ServiceTradeNo, c.ClientIP(), err.Error()))
+				logger.LogError(c.Request.Context(), common.LogText("Epay top-up processing failed trade_no=%s client_ip=%s error=%q", verifyInfo.ServiceTradeNo, c.ClientIP(), err.Error()))
 			}
 			if _, writeErr := c.Writer.Write([]byte("fail")); writeErr != nil {
-				logger.LogError(c.Request.Context(), fmt.Sprintf("易支付 webhook 响应写入失败 trade_no=%s client_ip=%s error=%q", verifyInfo.ServiceTradeNo, c.ClientIP(), writeErr.Error()))
+				logger.LogError(c.Request.Context(), common.LogText("Epay webhook failed to write response trade_no=%s client_ip=%s error=%q", verifyInfo.ServiceTradeNo, c.ClientIP(), writeErr.Error()))
 			}
 			return
 		}
 		if alreadyDone {
-			logger.LogInfo(c.Request.Context(), fmt.Sprintf("易支付 重复回调幂等忽略 trade_no=%s callback_type=%s client_ip=%s", verifyInfo.ServiceTradeNo, verifyInfo.Type, c.ClientIP()))
+			logger.LogInfo(c.Request.Context(), common.LogText("Epay duplicate callback ignored trade_no=%s callback_type=%s client_ip=%s", verifyInfo.ServiceTradeNo, verifyInfo.Type, c.ClientIP()))
 		} else {
-			logger.LogInfo(c.Request.Context(), fmt.Sprintf("易支付 充值成功 trade_no=%s callback_type=%s client_ip=%s", verifyInfo.ServiceTradeNo, verifyInfo.Type, c.ClientIP()))
+			logger.LogInfo(c.Request.Context(), common.LogText("Epay top-up succeeded trade_no=%s callback_type=%s client_ip=%s", verifyInfo.ServiceTradeNo, verifyInfo.Type, c.ClientIP()))
 		}
 	} else {
-		logger.LogInfo(c.Request.Context(), fmt.Sprintf("易支付 webhook 忽略事件 trade_no=%s callback_type=%s trade_status=%s client_ip=%s verify_info=%q", verifyInfo.ServiceTradeNo, verifyInfo.Type, verifyInfo.TradeStatus, c.ClientIP(), common.GetJsonString(verifyInfo)))
+		logger.LogInfo(c.Request.Context(), common.LogText("Epay webhook ignored event trade_no=%s callback_type=%s trade_status=%s client_ip=%s verify_info=%q", verifyInfo.ServiceTradeNo, verifyInfo.Type, verifyInfo.TradeStatus, c.ClientIP(), common.GetJsonString(verifyInfo)))
 	}
 	if _, writeErr := c.Writer.Write([]byte("success")); writeErr != nil {
-		logger.LogError(c.Request.Context(), fmt.Sprintf("易支付 webhook 响应写入失败 trade_no=%s client_ip=%s error=%q", verifyInfo.ServiceTradeNo, c.ClientIP(), writeErr.Error()))
+		logger.LogError(c.Request.Context(), common.LogText("Epay webhook failed to write response trade_no=%s client_ip=%s error=%q", verifyInfo.ServiceTradeNo, c.ClientIP(), writeErr.Error()))
 	}
 }
 
@@ -487,12 +500,12 @@ func RequestAmount(c *gin.Context) {
 	var req AmountRequest
 	err := c.ShouldBindJSON(&req)
 	if err != nil {
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "参数错误"})
+		paymentError(c, common.NewMessage("Invalid parameters"))
 		return
 	}
 
 	if req.Amount < getMinTopup() {
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": fmt.Sprintf("充值数量不能小于 %d", getMinTopup())})
+		paymentError(c, common.NewMessage("Top-up amount cannot be less than {{min}}", map[string]any{"min": getMinTopup()}))
 		return
 	}
 	id := c.GetInt("id")
@@ -501,12 +514,12 @@ func RequestAmount(c *gin.Context) {
 	}
 	group, err := model.GetUserGroup(id, true)
 	if err != nil {
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "获取用户分组失败"})
+		paymentError(c, common.NewMessage("Failed to get the user group"))
 		return
 	}
 	payMoney := getPayMoney(req.Amount, group)
 	if payMoney <= 0.01 {
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "充值金额过低"})
+		paymentError(c, common.NewMessage("Payment amount is too low"))
 		return
 	}
 	c.JSON(http.StatusOK, gin.H{"message": "success", "data": strconv.FormatFloat(payMoney, 'f', 2, 64)})
@@ -570,7 +583,7 @@ type AdminCompleteTopupRequest struct {
 func AdminCompleteTopUp(c *gin.Context) {
 	var req AdminCompleteTopupRequest
 	if err := c.ShouldBindJSON(&req); err != nil || req.TradeNo == "" {
-		common.ApiErrorMsg(c, "参数错误")
+		common.ApiErrorT(c, "Invalid parameters")
 		return
 	}
 
diff --git a/controller/topup_creem.go b/controller/topup_creem.go
index 52696ac..9f47d33 100644
--- a/controller/topup_creem.go
+++ b/controller/topup_creem.go
@@ -36,9 +36,9 @@ func generateCreemSignature(payload string, secret string) string {
 // 验证Creem webhook签名
 func verifyCreemSignature(payload string, signature string, secret string) bool {
 	if secret == "" {
-		logger.LogWarn(context.Background(), fmt.Sprintf("Creem webhook secret 未配置 test_mode=%t signature=%q body=%q", setting.CreemTestMode, signature, payload))
+		logger.LogWarn(context.Background(), common.LogText("Creem webhook secret is not configured test_mode=%t signature=%q body=%q", setting.CreemTestMode, signature, payload))
 		if setting.CreemTestMode {
-			logger.LogInfo(context.Background(), fmt.Sprintf("Creem webhook 验签已跳过 reason=test_mode signature=%q body=%q", signature, payload))
+			logger.LogInfo(context.Background(), common.LogText("Creem webhook signature check skipped reason=test_mode signature=%q body=%q", signature, payload))
 			return true
 		}
 		return false
@@ -66,12 +66,12 @@ type CreemAdaptor struct {
 
 func (*CreemAdaptor) RequestPay(c *gin.Context, req *CreemPayRequest) {
 	if req.PaymentMethod != model.PaymentMethodCreem {
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "不支持的支付渠道"})
+		paymentError(c, common.NewMessage("Unsupported payment channel"))
 		return
 	}
 
 	if req.ProductId == "" {
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "请选择产品"})
+		paymentError(c, common.NewMessage("Please select a product"))
 		return
 	}
 
@@ -79,8 +79,8 @@ func (*CreemAdaptor) RequestPay(c *gin.Context, req *CreemPayRequest) {
 	var products []CreemProduct
 	err := json.Unmarshal([]byte(setting.CreemProducts), &products)
 	if err != nil {
-		logger.LogError(c.Request.Context(), fmt.Sprintf("Creem 产品配置解析失败 user_id=%d error=%q", c.GetInt("id"), err.Error()))
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "产品配置错误"})
+		logger.LogError(c.Request.Context(), common.LogText("Creem failed to parse product config user_id=%d error=%q", c.GetInt("id"), err.Error()))
+		paymentError(c, common.NewMessage("Product configuration error"))
 		return
 	}
 
@@ -94,7 +94,7 @@ func (*CreemAdaptor) RequestPay(c *gin.Context, req *CreemPayRequest) {
 	}
 
 	if selectedProduct == nil {
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "产品不存在"})
+		paymentError(c, common.NewMessage("Product does not exist"))
 		return
 	}
 
@@ -105,7 +105,7 @@ func (*CreemAdaptor) RequestPay(c *gin.Context, req *CreemPayRequest) {
 
 	user, err := model.GetUserById(id, false)
 	if err != nil || user == nil {
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "用户不存在"})
+		paymentError(c, common.NewMessage("User does not exist"))
 		return
 	}
 
@@ -126,20 +126,20 @@ func (*CreemAdaptor) RequestPay(c *gin.Context, req *CreemPayRequest) {
 	}
 	err = topUp.Insert()
 	if err != nil {
-		logger.LogError(c.Request.Context(), fmt.Sprintf("Creem 创建充值订单失败 user_id=%d trade_no=%s product_id=%s error=%q", id, referenceId, selectedProduct.ProductId, err.Error()))
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "创建订单失败"})
+		logger.LogError(c.Request.Context(), common.LogText("Creem failed to create top-up order user_id=%d trade_no=%s product_id=%s error=%q", id, referenceId, selectedProduct.ProductId, err.Error()))
+		paymentError(c, common.NewMessage("Failed to create order"))
 		return
 	}
 
 	// 创建支付链接，传入用户邮箱
 	checkoutUrl, err := genCreemLink(c.Request.Context(), referenceId, selectedProduct, user.Email, user.Username)
 	if err != nil {
-		logger.LogError(c.Request.Context(), fmt.Sprintf("Creem 创建支付链接失败 user_id=%d trade_no=%s product_id=%s error=%q", id, referenceId, selectedProduct.ProductId, err.Error()))
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "拉起支付失败"})
+		logger.LogError(c.Request.Context(), common.LogText("Creem failed to create payment link user_id=%d trade_no=%s product_id=%s error=%q", id, referenceId, selectedProduct.ProductId, err.Error()))
+		paymentError(c, common.NewMessage("Failed to start payment"))
 		return
 	}
 
-	logger.LogInfo(c.Request.Context(), fmt.Sprintf("Creem 充值订单创建成功 user_id=%d trade_no=%s product_id=%s product_name=%q quota=%d money=%.2f", id, referenceId, selectedProduct.ProductId, selectedProduct.Name, selectedProduct.Quota, selectedProduct.Price))
+	logger.LogInfo(c.Request.Context(), common.LogText("Creem top-up order created user_id=%d trade_no=%s product_id=%s product_name=%q quota=%d money=%.2f", id, referenceId, selectedProduct.ProductId, selectedProduct.Name, selectedProduct.Quota, selectedProduct.Price))
 
 	c.JSON(http.StatusOK, gin.H{
 		"message": "success",
@@ -156,19 +156,19 @@ func RequestCreemPay(c *gin.Context) {
 	// 读取body内容用于打印，同时保留原始数据供后续使用
 	bodyBytes, err := io.ReadAll(c.Request.Body)
 	if err != nil {
-		logger.LogError(c.Request.Context(), fmt.Sprintf("Creem 支付请求读取失败 error=%q", err.Error()))
+		logger.LogError(c.Request.Context(), common.LogText("Creem failed to read payment request error=%q", err.Error()))
 		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "read query error"})
 		return
 	}
 
-	logger.LogInfo(c.Request.Context(), fmt.Sprintf("Creem 支付请求已收到 user_id=%d body=%q", c.GetInt("id"), string(bodyBytes)))
+	logger.LogInfo(c.Request.Context(), common.LogText("Creem payment request received user_id=%d body=%q", c.GetInt("id"), string(bodyBytes)))
 
 	// 重新设置body供后续的ShouldBindJSON使用
 	c.Request.Body = io.NopCloser(bytes.NewReader(bodyBytes))
 
 	err = c.ShouldBindJSON(&req)
 	if err != nil {
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "参数错误"})
+		paymentError(c, common.NewMessage("Invalid parameters"))
 		return
 	}
 	creemAdaptor.RequestPay(c, &req)
@@ -237,7 +237,7 @@ type CreemWebhookEvent struct {
 
 func CreemWebhook(c *gin.Context) {
 	if !isCreemWebhookEnabled() {
-		logger.LogWarn(c.Request.Context(), fmt.Sprintf("Creem webhook 被拒绝 reason=webhook_disabled path=%q client_ip=%s", c.Request.RequestURI, c.ClientIP()))
+		logger.LogWarn(c.Request.Context(), common.LogText("Creem webhook rejected reason=webhook_disabled path=%q client_ip=%s", c.Request.RequestURI, c.ClientIP()))
 		c.AbortWithStatus(http.StatusForbidden)
 		return
 	}
@@ -245,28 +245,28 @@ func CreemWebhook(c *gin.Context) {
 	// 读取body内容用于打印，同时保留原始数据供后续使用
 	bodyBytes, err := io.ReadAll(c.Request.Body)
 	if err != nil {
-		logger.LogError(c.Request.Context(), fmt.Sprintf("Creem webhook 读取请求体失败 path=%q client_ip=%s error=%q", c.Request.RequestURI, c.ClientIP(), err.Error()))
+		logger.LogError(c.Request.Context(), common.LogText("Creem webhook failed to read request body path=%q client_ip=%s error=%q", c.Request.RequestURI, c.ClientIP(), err.Error()))
 		c.AbortWithStatus(http.StatusBadRequest)
 		return
 	}
 
 	// 获取签名头
 	signature := c.GetHeader(CreemSignatureHeader)
-	logger.LogInfo(c.Request.Context(), fmt.Sprintf("Creem webhook 收到请求 path=%q client_ip=%s signature=%q body=%q", c.Request.RequestURI, c.ClientIP(), signature, string(bodyBytes)))
+	logger.LogInfo(c.Request.Context(), common.LogText("Creem webhook received request path=%q client_ip=%s signature=%q body=%q", c.Request.RequestURI, c.ClientIP(), signature, string(bodyBytes)))
 	if signature == "" {
-		logger.LogWarn(c.Request.Context(), fmt.Sprintf("Creem webhook 缺少签名 path=%q client_ip=%s body=%q", c.Request.RequestURI, c.ClientIP(), string(bodyBytes)))
+		logger.LogWarn(c.Request.Context(), common.LogText("Creem webhook missing signature path=%q client_ip=%s body=%q", c.Request.RequestURI, c.ClientIP(), string(bodyBytes)))
 		c.AbortWithStatus(http.StatusUnauthorized)
 		return
 	}
 
 	// 验证签名
 	if !verifyCreemSignature(string(bodyBytes), signature, setting.CreemWebhookSecret) {
-		logger.LogWarn(c.Request.Context(), fmt.Sprintf("Creem webhook 验签失败 path=%q client_ip=%s signature=%q body=%q", c.Request.RequestURI, c.ClientIP(), signature, string(bodyBytes)))
+		logger.LogWarn(c.Request.Context(), common.LogText("Creem webhook signature verification failed path=%q client_ip=%s signature=%q body=%q", c.Request.RequestURI, c.ClientIP(), signature, string(bodyBytes)))
 		c.AbortWithStatus(http.StatusUnauthorized)
 		return
 	}
 
-	logger.LogInfo(c.Request.Context(), fmt.Sprintf("Creem webhook 验签成功 path=%q client_ip=%s", c.Request.RequestURI, c.ClientIP()))
+	logger.LogInfo(c.Request.Context(), common.LogText("Creem webhook signature verified path=%q client_ip=%s", c.Request.RequestURI, c.ClientIP()))
 
 	// 重新设置body供后续的ShouldBindJSON使用
 	c.Request.Body = io.NopCloser(bytes.NewReader(bodyBytes))
@@ -274,19 +274,19 @@ func CreemWebhook(c *gin.Context) {
 	// 解析新格式的webhook数据
 	var webhookEvent CreemWebhookEvent
 	if err := c.ShouldBindJSON(&webhookEvent); err != nil {
-		logger.LogError(c.Request.Context(), fmt.Sprintf("Creem webhook 解析失败 path=%q client_ip=%s error=%q body=%q", c.Request.RequestURI, c.ClientIP(), err.Error(), string(bodyBytes)))
+		logger.LogError(c.Request.Context(), common.LogText("Creem webhook failed to parse path=%q client_ip=%s error=%q body=%q", c.Request.RequestURI, c.ClientIP(), err.Error(), string(bodyBytes)))
 		c.AbortWithStatus(http.StatusBadRequest)
 		return
 	}
 
-	logger.LogInfo(c.Request.Context(), fmt.Sprintf("Creem webhook 解析成功 event_type=%s event_id=%s request_id=%s order_id=%s order_status=%s", webhookEvent.EventType, webhookEvent.Id, webhookEvent.Object.RequestId, webhookEvent.Object.Order.Id, webhookEvent.Object.Order.Status))
+	logger.LogInfo(c.Request.Context(), common.LogText("Creem webhook parsed event_type=%s event_id=%s request_id=%s order_id=%s order_status=%s", webhookEvent.EventType, webhookEvent.Id, webhookEvent.Object.RequestId, webhookEvent.Object.Order.Id, webhookEvent.Object.Order.Status))
 
 	// 根据事件类型处理不同的webhook
 	switch webhookEvent.EventType {
 	case "checkout.completed":
 		handleCheckoutCompleted(c, &webhookEvent)
 	default:
-		logger.LogInfo(c.Request.Context(), fmt.Sprintf("Creem webhook 忽略事件 event_type=%s event_id=%s", webhookEvent.EventType, webhookEvent.Id))
+		logger.LogInfo(c.Request.Context(), common.LogText("Creem webhook ignored event event_type=%s event_id=%s", webhookEvent.EventType, webhookEvent.Id))
 		c.Status(http.StatusOK)
 	}
 }
@@ -295,7 +295,7 @@ func CreemWebhook(c *gin.Context) {
 func handleCheckoutCompleted(c *gin.Context, event *CreemWebhookEvent) {
 	// 验证订单状态
 	if event.Object.Order.Status != "paid" {
-		logger.LogInfo(c.Request.Context(), fmt.Sprintf("Creem 订单状态未支付，忽略处理 request_id=%s order_id=%s order_status=%s", event.Object.RequestId, event.Object.Order.Id, event.Object.Order.Status))
+		logger.LogInfo(c.Request.Context(), common.LogText("Creem order not paid, ignored request_id=%s order_id=%s order_status=%s", event.Object.RequestId, event.Object.Order.Id, event.Object.Order.Status))
 		c.Status(http.StatusOK)
 		return
 	}
@@ -303,7 +303,7 @@ func handleCheckoutCompleted(c *gin.Context, event *CreemWebhookEvent) {
 	// 获取引用ID（这是我们创建订单时传递的request_id）
 	referenceId := event.Object.RequestId
 	if referenceId == "" {
-		logger.LogWarn(c.Request.Context(), fmt.Sprintf("Creem webhook 缺少 request_id event_id=%s order_id=%s", event.Id, event.Object.Order.Id))
+		logger.LogWarn(c.Request.Context(), common.LogText("Creem webhook missing request_id event_id=%s order_id=%s", event.Id, event.Object.Order.Id))
 		c.AbortWithStatus(http.StatusBadRequest)
 		return
 	}
@@ -312,34 +312,34 @@ func handleCheckoutCompleted(c *gin.Context, event *CreemWebhookEvent) {
 	LockOrder(referenceId)
 	defer UnlockOrder(referenceId)
 	if err := model.CompleteSubscriptionOrder(referenceId, common.GetJsonString(event), model.PaymentProviderCreem, ""); err == nil {
-		logger.LogInfo(c.Request.Context(), fmt.Sprintf("Creem 订阅订单处理成功 trade_no=%s creem_order_id=%s", referenceId, event.Object.Order.Id))
+		logger.LogInfo(c.Request.Context(), common.LogText("Creem subscription order processed trade_no=%s creem_order_id=%s", referenceId, event.Object.Order.Id))
 		c.Status(http.StatusOK)
 		return
 	} else if err != nil && !errors.Is(err, model.ErrSubscriptionOrderNotFound) {
-		logger.LogError(c.Request.Context(), fmt.Sprintf("Creem 订阅订单处理失败 trade_no=%s creem_order_id=%s error=%q", referenceId, event.Object.Order.Id, err.Error()))
+		logger.LogError(c.Request.Context(), common.LogText("Creem subscription order processing failed trade_no=%s creem_order_id=%s error=%q", referenceId, event.Object.Order.Id, err.Error()))
 		c.AbortWithStatus(http.StatusInternalServerError)
 		return
 	}
 
 	// 验证订单类型，目前只处理一次性付款（充值）
 	if event.Object.Order.Type != "onetime" {
-		logger.LogInfo(c.Request.Context(), fmt.Sprintf("Creem 暂不支持该订单类型，忽略处理 request_id=%s creem_order_id=%s order_type=%s", referenceId, event.Object.Order.Id, event.Object.Order.Type))
+		logger.LogInfo(c.Request.Context(), common.LogText("Creem order type not supported, ignored request_id=%s creem_order_id=%s order_type=%s", referenceId, event.Object.Order.Id, event.Object.Order.Type))
 		c.Status(http.StatusOK)
 		return
 	}
 
-	logger.LogInfo(c.Request.Context(), fmt.Sprintf("Creem 支付完成回调 trade_no=%s creem_order_id=%s amount_paid=%d currency=%s product_name=%q customer_email=%q customer_name=%q", referenceId, event.Object.Order.Id, event.Object.Order.AmountPaid, event.Object.Order.Currency, event.Object.Product.Name, event.Object.Customer.Email, event.Object.Customer.Name))
+	logger.LogInfo(c.Request.Context(), common.LogText("Creem payment completed callback trade_no=%s creem_order_id=%s amount_paid=%d currency=%s product_name=%q customer_email=%q customer_name=%q", referenceId, event.Object.Order.Id, event.Object.Order.AmountPaid, event.Object.Order.Currency, event.Object.Product.Name, event.Object.Customer.Email, event.Object.Customer.Name))
 
 	// 查询本地订单确认存在
 	topUp := model.GetTopUpByTradeNo(referenceId)
 	if topUp == nil {
-		logger.LogWarn(c.Request.Context(), fmt.Sprintf("Creem 充值订单不存在 trade_no=%s creem_order_id=%s", referenceId, event.Object.Order.Id))
+		logger.LogWarn(c.Request.Context(), common.LogText("Creem top-up order not found trade_no=%s creem_order_id=%s", referenceId, event.Object.Order.Id))
 		c.AbortWithStatus(http.StatusBadRequest)
 		return
 	}
 
 	if topUp.Status != common.TopUpStatusPending {
-		logger.LogInfo(c.Request.Context(), fmt.Sprintf("Creem 充值订单状态非 pending，忽略处理 trade_no=%s status=%s creem_order_id=%s", referenceId, topUp.Status, event.Object.Order.Id))
+		logger.LogInfo(c.Request.Context(), common.LogText("Creem top-up order not pending, ignored trade_no=%s status=%s creem_order_id=%s", referenceId, topUp.Status, event.Object.Order.Id))
 		c.Status(http.StatusOK) // 已处理过的订单，返回成功避免重复处理
 		return
 	}
@@ -350,20 +350,20 @@ func handleCheckoutCompleted(c *gin.Context, event *CreemWebhookEvent) {
 
 	// 防护性检查，确保邮箱和姓名不为空字符串
 	if customerEmail == "" {
-		logger.LogWarn(c.Request.Context(), fmt.Sprintf("Creem 回调客户邮箱为空 trade_no=%s creem_order_id=%s", referenceId, event.Object.Order.Id))
+		logger.LogWarn(c.Request.Context(), common.LogText("Creem callback customer email is empty trade_no=%s creem_order_id=%s", referenceId, event.Object.Order.Id))
 	}
 	if customerName == "" {
-		logger.LogWarn(c.Request.Context(), fmt.Sprintf("Creem 回调客户姓名为空 trade_no=%s creem_order_id=%s", referenceId, event.Object.Order.Id))
+		logger.LogWarn(c.Request.Context(), common.LogText("Creem callback customer name is empty trade_no=%s creem_order_id=%s", referenceId, event.Object.Order.Id))
 	}
 
 	err := model.RechargeCreem(referenceId, customerEmail, customerName, c.ClientIP())
 	if err != nil {
-		logger.LogError(c.Request.Context(), fmt.Sprintf("Creem 充值处理失败 trade_no=%s creem_order_id=%s client_ip=%s error=%q", referenceId, event.Object.Order.Id, c.ClientIP(), err.Error()))
+		logger.LogError(c.Request.Context(), common.LogText("Creem top-up processing failed trade_no=%s creem_order_id=%s client_ip=%s error=%q", referenceId, event.Object.Order.Id, c.ClientIP(), err.Error()))
 		c.AbortWithStatus(http.StatusInternalServerError)
 		return
 	}
 
-	logger.LogInfo(c.Request.Context(), fmt.Sprintf("Creem 充值成功 trade_no=%s creem_order_id=%s quota=%d money=%.2f client_ip=%s", referenceId, event.Object.Order.Id, topUp.Amount, topUp.Money, c.ClientIP()))
+	logger.LogInfo(c.Request.Context(), common.LogText("Creem top-up succeeded trade_no=%s creem_order_id=%s quota=%d money=%.2f client_ip=%s", referenceId, event.Object.Order.Id, topUp.Amount, topUp.Money, c.ClientIP()))
 	c.Status(http.StatusOK)
 }
 
@@ -383,14 +383,14 @@ type CreemCheckoutResponse struct {
 
 func genCreemLink(ctx context.Context, referenceId string, product *CreemProduct, email string, username string) (string, error) {
 	if setting.CreemApiKey == "" {
-		return "", fmt.Errorf("未配置Creem API密钥")
+		return "", errors.New("Creem API key is not configured")
 	}
 
 	// 根据测试模式选择 API 端点
 	apiUrl := "https://api.creem.io/v1/checkouts"
 	if setting.CreemTestMode {
 		apiUrl = "https://test-api.creem.io/v1/checkouts"
-		logger.LogInfo(ctx, fmt.Sprintf("Creem 使用测试环境 api_url=%s", apiUrl))
+		logger.LogInfo(ctx, common.LogText("Creem using test environment api_url=%s", apiUrl))
 	}
 
 	// 构建请求数据，确保包含用户邮箱
@@ -413,20 +413,20 @@ func genCreemLink(ctx context.Context, referenceId string, product *CreemProduct
 	// 序列化请求数据
 	jsonData, err := json.Marshal(requestData)
 	if err != nil {
-		return "", fmt.Errorf("序列化请求数据失败: %v", err)
+		return "", fmt.Errorf("failed to marshal request data: %v", err)
 	}
 
 	// 创建 HTTP 请求
 	req, err := http.NewRequest("POST", apiUrl, bytes.NewBuffer(jsonData))
 	if err != nil {
-		return "", fmt.Errorf("创建HTTP请求失败: %v", err)
+		return "", fmt.Errorf("failed to create HTTP request: %v", err)
 	}
 
 	// 设置请求头
 	req.Header.Set("Content-Type", "application/json")
 	req.Header.Set("x-api-key", setting.CreemApiKey)
 
-	logger.LogInfo(ctx, fmt.Sprintf("Creem 支付请求已发送 api_url=%s product_id=%s email=%q trade_no=%s", apiUrl, product.ProductId, email, referenceId))
+	logger.LogInfo(ctx, common.LogText("Creem payment request sent api_url=%s product_id=%s email=%q trade_no=%s", apiUrl, product.ProductId, email, referenceId))
 
 	// 发送请求
 	client := &http.Client{
@@ -434,17 +434,17 @@ func genCreemLink(ctx context.Context, referenceId string, product *CreemProduct
 	}
 	resp, err := client.Do(req)
 	if err != nil {
-		return "", fmt.Errorf("发送HTTP请求失败: %v", err)
+		return "", fmt.Errorf("failed to send HTTP request: %v", err)
 	}
 	defer resp.Body.Close()
 
 	// 读取响应
 	body, err := io.ReadAll(resp.Body)
 	if err != nil {
-		return "", fmt.Errorf("读取响应失败: %v", err)
+		return "", fmt.Errorf("failed to read response: %v", err)
 	}
 
-	logger.LogInfo(ctx, fmt.Sprintf("Creem API 响应已收到 trade_no=%s status_code=%d body=%q", referenceId, resp.StatusCode, string(body)))
+	logger.LogInfo(ctx, common.LogText("Creem API response received trade_no=%s status_code=%d body=%q", referenceId, resp.StatusCode, string(body)))
 
 	// 检查响应状态
 	if resp.StatusCode/100 != 2 {
@@ -454,13 +454,13 @@ func genCreemLink(ctx context.Context, referenceId string, product *CreemProduct
 	var checkoutResp CreemCheckoutResponse
 	err = json.Unmarshal(body, &checkoutResp)
 	if err != nil {
-		return "", fmt.Errorf("解析响应失败: %v", err)
+		return "", fmt.Errorf("failed to parse response: %v", err)
 	}
 
 	if checkoutResp.CheckoutUrl == "" {
 		return "", fmt.Errorf("Creem API resp no checkout url ")
 	}
 
-	logger.LogInfo(ctx, fmt.Sprintf("Creem 支付链接创建成功 trade_no=%s response_id=%s checkout_url=%q", referenceId, checkoutResp.Id, checkoutResp.CheckoutUrl))
+	logger.LogInfo(ctx, common.LogText("Creem payment link created trade_no=%s response_id=%s checkout_url=%q", referenceId, checkoutResp.Id, checkoutResp.CheckoutUrl))
 	return checkoutResp.CheckoutUrl, nil
 }
diff --git a/controller/topup_quota_limit_test.go b/controller/topup_quota_limit_test.go
index 710e87a..bda0037 100644
--- a/controller/topup_quota_limit_test.go
+++ b/controller/topup_quota_limit_test.go
@@ -91,7 +91,7 @@ func TestValidateTopUpQuotaReturnsMaximumAmount(t *testing.T) {
 	_, err := validateTopUpQuota(maxAmount)
 	require.NoError(t, err)
 	_, err = validateTopUpQuota(maxAmount + 1)
-	require.EqualError(t, err, fmt.Sprintf("单笔充值数量不能大于 %d", maxAmount))
+	require.EqualError(t, err, fmt.Sprintf("Top-up amount cannot exceed %d", maxAmount))
 }
 
 func TestRequestAmountRejectsTopUpThatCannotBeSettled(t *testing.T) {
@@ -120,7 +120,7 @@ func TestRequestAmountRejectsTopUpThatCannotBeSettled(t *testing.T) {
 	RequestAmount(ctx)
 
 	assert.Equal(t, http.StatusOK, recorder.Code)
-	assert.JSONEq(t, fmt.Sprintf(`{"message":"error","data":"单笔充值数量不能大于 %d"}`, maxAmount), recorder.Body.String())
+	assert.JSONEq(t, fmt.Sprintf(`{"message":"error","data":"Top-up amount cannot exceed %d","message_key":"Top-up amount cannot exceed {{max}}","message_params":{"max":%d}}`, maxAmount, maxAmount), recorder.Body.String())
 }
 
 func TestRequestAmountRejectsTopUpThatWouldOverflowWallet(t *testing.T) {
@@ -165,19 +165,19 @@ func TestRequestAmountRejectsTopUpThatWouldOverflowWallet(t *testing.T) {
 	RequestAmount(ctx)
 
 	assert.Equal(t, http.StatusOK, recorder.Code)
-	assert.JSONEq(t, `{"message":"error","data":"top-up quota limit exceeded"}`, recorder.Body.String())
+	assert.JSONEq(t, `{"message":"error","data":"Top-up quota limit exceeded","message_key":"Top-up quota limit exceeded"}`, recorder.Body.String())
 }
 
 func TestValidateCreditedQuotaRejectsOverflow(t *testing.T) {
 	_, err := validateCreditedQuota(decimal.NewFromInt(int64(common.MaxWalletQuota / 2)))
 	require.NoError(t, err)
 	_, err = validateCreditedQuota(decimal.Zero)
-	require.EqualError(t, err, "充值额度必须大于 0")
+	require.EqualError(t, err, "Top-up quota must be greater than 0")
 	_, err = validateCreditedQuota(decimal.NewFromInt(common.MaxWalletQuota + 1))
 	require.EqualError(
 		t,
 		err,
-		"充值额度超出系统可表示范围",
+		"Top-up quota exceeds the range the system can represent",
 	)
 }
 
diff --git a/controller/topup_stripe.go b/controller/topup_stripe.go
index 268b404..35b1bcf 100644
--- a/controller/topup_stripe.go
+++ b/controller/topup_stripe.go
@@ -45,17 +45,17 @@ type StripeAdaptor struct {
 
 func (*StripeAdaptor) RequestAmount(c *gin.Context, req *StripePayRequest) {
 	if req.Amount < getStripeMinTopup() {
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": fmt.Sprintf("充值数量不能小于 %d", getStripeMinTopup())})
+		paymentError(c, common.NewMessage("Top-up amount cannot be less than {{min}}", map[string]any{"min": getStripeMinTopup()}))
 		return
 	}
 	if req.Amount > 10000 {
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "充值数量不能大于 10000"})
+		paymentError(c, common.NewMessage("Top-up amount cannot exceed {{max}}", map[string]any{"max": 10000}))
 		return
 	}
 	id := c.GetInt("id")
 	group, err := model.GetUserGroup(id, true)
 	if err != nil {
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "获取用户分组失败"})
+		paymentError(c, common.NewMessage("Failed to get the user group"))
 		return
 	}
 	if rejectInvalidCreditedQuota(c, id, getStripeCreditedQuota(req.Amount, group)) {
@@ -63,7 +63,7 @@ func (*StripeAdaptor) RequestAmount(c *gin.Context, req *StripePayRequest) {
 	}
 	payMoney := getStripePayMoney(float64(req.Amount), group)
 	if payMoney <= 0.01 {
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "充值金额过低"})
+		paymentError(c, common.NewMessage("Payment amount is too low"))
 		return
 	}
 	c.JSON(http.StatusOK, gin.H{"message": "success", "data": strconv.FormatFloat(payMoney, 'f', 2, 64)})
@@ -71,32 +71,32 @@ func (*StripeAdaptor) RequestAmount(c *gin.Context, req *StripePayRequest) {
 
 func (*StripeAdaptor) RequestPay(c *gin.Context, req *StripePayRequest) {
 	if req.PaymentMethod != model.PaymentMethodStripe {
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "不支持的支付渠道"})
+		paymentError(c, common.NewMessage("Unsupported payment channel"))
 		return
 	}
 	if req.Amount < getStripeMinTopup() {
-		c.JSON(http.StatusOK, gin.H{"message": fmt.Sprintf("充值数量不能小于 %d", getStripeMinTopup()), "data": 10})
+		common.ApiErrorStatus(c, http.StatusOK, common.NewMessage("Top-up amount cannot be less than {{min}}", map[string]any{"min": getStripeMinTopup()}), gin.H{"data": 10})
 		return
 	}
 	if req.Amount > 10000 {
-		c.JSON(http.StatusOK, gin.H{"message": "充值数量不能大于 10000", "data": 10})
+		common.ApiErrorStatus(c, http.StatusOK, common.NewMessage("Top-up amount cannot exceed {{max}}", map[string]any{"max": 10000}), gin.H{"data": 10})
 		return
 	}
 
 	if req.SuccessURL != "" && common.ValidateRedirectURL(req.SuccessURL) != nil {
-		c.JSON(http.StatusBadRequest, gin.H{"message": "支付成功重定向URL不在可信任域名列表中", "data": ""})
+		common.ApiErrorStatus(c, http.StatusBadRequest, common.NewMessage("Payment success redirect URL is not in the trusted domain list"), gin.H{"data": ""})
 		return
 	}
 
 	if req.CancelURL != "" && common.ValidateRedirectURL(req.CancelURL) != nil {
-		c.JSON(http.StatusBadRequest, gin.H{"message": "支付取消重定向URL不在可信任域名列表中", "data": ""})
+		common.ApiErrorStatus(c, http.StatusBadRequest, common.NewMessage("Payment cancel redirect URL is not in the trusted domain list"), gin.H{"data": ""})
 		return
 	}
 
 	id := c.GetInt("id")
 	user, err := model.GetUserById(id, false)
 	if err != nil || user == nil {
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "用户不存在"})
+		paymentError(c, common.NewMessage("User does not exist"))
 		return
 	}
 	chargedMoney := GetChargedAmount(float64(req.Amount), *user)
@@ -111,8 +111,8 @@ func (*StripeAdaptor) RequestPay(c *gin.Context, req *StripePayRequest) {
 
 	payLink, err := genStripeLink(referenceId, user.StripeCustomer, user.Email, req.Amount, req.SuccessURL, req.CancelURL)
 	if err != nil {
-		logger.LogError(c.Request.Context(), fmt.Sprintf("Stripe 创建 Checkout Session 失败 user_id=%d trade_no=%s amount=%d error=%q", id, referenceId, req.Amount, err.Error()))
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "拉起支付失败"})
+		logger.LogError(c.Request.Context(), common.LogText("Stripe failed to create Checkout Session user_id=%d trade_no=%s amount=%d error=%q", id, referenceId, req.Amount, err.Error()))
+		paymentError(c, common.NewMessage("Failed to start payment"))
 		return
 	}
 
@@ -128,11 +128,11 @@ func (*StripeAdaptor) RequestPay(c *gin.Context, req *StripePayRequest) {
 	}
 	err = topUp.Insert()
 	if err != nil {
-		logger.LogError(c.Request.Context(), fmt.Sprintf("Stripe 创建充值订单失败 user_id=%d trade_no=%s amount=%d error=%q", id, referenceId, req.Amount, err.Error()))
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "创建订单失败"})
+		logger.LogError(c.Request.Context(), common.LogText("Stripe failed to create top-up order user_id=%d trade_no=%s amount=%d error=%q", id, referenceId, req.Amount, err.Error()))
+		paymentError(c, common.NewMessage("Failed to create order"))
 		return
 	}
-	logger.LogInfo(c.Request.Context(), fmt.Sprintf("Stripe 充值订单创建成功 user_id=%d trade_no=%s amount=%d money=%.2f", id, referenceId, req.Amount, chargedMoney))
+	logger.LogInfo(c.Request.Context(), common.LogText("Stripe top-up order created user_id=%d trade_no=%s amount=%d money=%.2f", id, referenceId, req.Amount, chargedMoney))
 	c.JSON(http.StatusOK, gin.H{
 		"message": "success",
 		"data": gin.H{
@@ -145,7 +145,7 @@ func RequestStripeAmount(c *gin.Context) {
 	var req StripePayRequest
 	err := c.ShouldBindJSON(&req)
 	if err != nil {
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "参数错误"})
+		paymentError(c, common.NewMessage("Invalid parameters"))
 		return
 	}
 	stripeAdaptor.RequestAmount(c, &req)
@@ -155,7 +155,7 @@ func RequestStripePay(c *gin.Context) {
 	var req StripePayRequest
 	err := c.ShouldBindJSON(&req)
 	if err != nil {
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "参数错误"})
+		paymentError(c, common.NewMessage("Invalid parameters"))
 		return
 	}
 	stripeAdaptor.RequestPay(c, &req)
@@ -164,32 +164,32 @@ func RequestStripePay(c *gin.Context) {
 func StripeWebhook(c *gin.Context) {
 	ctx := c.Request.Context()
 	if !isStripeWebhookEnabled() {
-		logger.LogWarn(ctx, fmt.Sprintf("Stripe webhook 被拒绝 reason=webhook_disabled path=%q client_ip=%s", c.Request.RequestURI, c.ClientIP()))
+		logger.LogWarn(ctx, common.LogText("Stripe webhook rejected reason=webhook_disabled path=%q client_ip=%s", c.Request.RequestURI, c.ClientIP()))
 		c.AbortWithStatus(http.StatusForbidden)
 		return
 	}
 
 	payload, err := io.ReadAll(c.Request.Body)
 	if err != nil {
-		logger.LogError(ctx, fmt.Sprintf("Stripe webhook 读取请求体失败 path=%q client_ip=%s error=%q", c.Request.RequestURI, c.ClientIP(), err.Error()))
+		logger.LogError(ctx, common.LogText("Stripe webhook failed to read request body path=%q client_ip=%s error=%q", c.Request.RequestURI, c.ClientIP(), err.Error()))
 		c.AbortWithStatus(http.StatusServiceUnavailable)
 		return
 	}
 
 	signature := c.GetHeader("Stripe-Signature")
-	logger.LogInfo(ctx, fmt.Sprintf("Stripe webhook 收到请求 path=%q client_ip=%s signature=%q body=%q", c.Request.RequestURI, c.ClientIP(), signature, string(payload)))
+	logger.LogInfo(ctx, common.LogText("Stripe webhook received request path=%q client_ip=%s signature=%q body=%q", c.Request.RequestURI, c.ClientIP(), signature, string(payload)))
 	event, err := webhook.ConstructEventWithOptions(payload, signature, setting.StripeWebhookSecret, webhook.ConstructEventOptions{
 		IgnoreAPIVersionMismatch: true,
 	})
 
 	if err != nil {
-		logger.LogWarn(ctx, fmt.Sprintf("Stripe webhook 验签失败 path=%q client_ip=%s error=%q", c.Request.RequestURI, c.ClientIP(), err.Error()))
+		logger.LogWarn(ctx, common.LogText("Stripe webhook signature verification failed path=%q client_ip=%s error=%q", c.Request.RequestURI, c.ClientIP(), err.Error()))
 		c.AbortWithStatus(http.StatusBadRequest)
 		return
 	}
 
 	callerIp := c.ClientIP()
-	logger.LogInfo(ctx, fmt.Sprintf("Stripe webhook 验签成功 event_type=%s client_ip=%s path=%q", string(event.Type), callerIp, c.Request.RequestURI))
+	logger.LogInfo(ctx, common.LogText("Stripe webhook signature verified event_type=%s client_ip=%s path=%q", string(event.Type), callerIp, c.Request.RequestURI))
 	switch event.Type {
 	case stripe.EventTypeCheckoutSessionCompleted:
 		sessionCompleted(ctx, event, callerIp)
@@ -200,7 +200,7 @@ func StripeWebhook(c *gin.Context) {
 	case stripe.EventTypeCheckoutSessionAsyncPaymentFailed:
 		sessionAsyncPaymentFailed(ctx, event, callerIp)
 	default:
-		logger.LogInfo(ctx, fmt.Sprintf("Stripe webhook 忽略事件 event_type=%s client_ip=%s", string(event.Type), callerIp))
+		logger.LogInfo(ctx, common.LogText("Stripe webhook ignored event event_type=%s client_ip=%s", string(event.Type), callerIp))
 	}
 
 	c.Status(http.StatusOK)
@@ -211,13 +211,13 @@ func sessionCompleted(ctx context.Context, event stripe.Event, callerIp string)
 	referenceId := event.GetObjectValue("client_reference_id")
 	status := event.GetObjectValue("status")
 	if "complete" != status {
-		logger.LogWarn(ctx, fmt.Sprintf("Stripe checkout.completed 状态异常，忽略处理 trade_no=%s status=%s client_ip=%s", referenceId, status, callerIp))
+		logger.LogWarn(ctx, common.LogText("Stripe checkout.completed has unexpected status, ignored trade_no=%s status=%s client_ip=%s", referenceId, status, callerIp))
 		return
 	}
 
 	paymentStatus := event.GetObjectValue("payment_status")
 	if paymentStatus != "paid" {
-		logger.LogInfo(ctx, fmt.Sprintf("Stripe Checkout 支付未完成，等待异步结果 trade_no=%s payment_status=%s client_ip=%s", referenceId, paymentStatus, callerIp))
+		logger.LogInfo(ctx, common.LogText("Stripe Checkout payment not completed, waiting for async result trade_no=%s payment_status=%s client_ip=%s", referenceId, paymentStatus, callerIp))
 		return
 	}
 
@@ -229,7 +229,7 @@ func sessionCompleted(ctx context.Context, event stripe.Event, callerIp string)
 func sessionAsyncPaymentSucceeded(ctx context.Context, event stripe.Event, callerIp string) {
 	customerId := event.GetObjectValue("customer")
 	referenceId := event.GetObjectValue("client_reference_id")
-	logger.LogInfo(ctx, fmt.Sprintf("Stripe 异步支付成功 trade_no=%s client_ip=%s", referenceId, callerIp))
+	logger.LogInfo(ctx, common.LogText("Stripe async payment succeeded trade_no=%s client_ip=%s", referenceId, callerIp))
 
 	fulfillOrder(ctx, event, referenceId, customerId, callerIp)
 }
@@ -238,10 +238,10 @@ func sessionAsyncPaymentSucceeded(ctx context.Context, event stripe.Event, calle
 // ultimately fail (e.g. bank transfer not received, SEPA rejected).
 func sessionAsyncPaymentFailed(ctx context.Context, event stripe.Event, callerIp string) {
 	referenceId := event.GetObjectValue("client_reference_id")
-	logger.LogWarn(ctx, fmt.Sprintf("Stripe 异步支付失败 trade_no=%s client_ip=%s", referenceId, callerIp))
+	logger.LogWarn(ctx, common.LogText("Stripe async payment failed trade_no=%s client_ip=%s", referenceId, callerIp))
 
 	if len(referenceId) == 0 {
-		logger.LogWarn(ctx, fmt.Sprintf("Stripe 异步支付失败事件缺少订单号 client_ip=%s", callerIp))
+		logger.LogWarn(ctx, common.LogText("Stripe async payment failed event missing order number client_ip=%s", callerIp))
 		return
 	}
 
@@ -250,32 +250,32 @@ func sessionAsyncPaymentFailed(ctx context.Context, event stripe.Event, callerIp
 
 	topUp := model.GetTopUpByTradeNo(referenceId)
 	if topUp == nil {
-		logger.LogWarn(ctx, fmt.Sprintf("Stripe 异步支付失败但本地订单不存在 trade_no=%s client_ip=%s", referenceId, callerIp))
+		logger.LogWarn(ctx, common.LogText("Stripe async payment failed but local order not found trade_no=%s client_ip=%s", referenceId, callerIp))
 		return
 	}
 
 	if topUp.PaymentProvider != model.PaymentProviderStripe {
-		logger.LogWarn(ctx, fmt.Sprintf("Stripe 异步支付失败但订单支付网关不匹配 trade_no=%s payment_provider=%s client_ip=%s", referenceId, topUp.PaymentProvider, callerIp))
+		logger.LogWarn(ctx, common.LogText("Stripe async payment failed but order payment gateway mismatch trade_no=%s payment_provider=%s client_ip=%s", referenceId, topUp.PaymentProvider, callerIp))
 		return
 	}
 
 	if topUp.Status != common.TopUpStatusPending {
-		logger.LogInfo(ctx, fmt.Sprintf("Stripe 异步支付失败但订单状态非 pending，忽略处理 trade_no=%s status=%s client_ip=%s", referenceId, topUp.Status, callerIp))
+		logger.LogInfo(ctx, common.LogText("Stripe async payment failed but order not pending, ignored trade_no=%s status=%s client_ip=%s", referenceId, topUp.Status, callerIp))
 		return
 	}
 
 	topUp.Status = common.TopUpStatusFailed
 	if err := topUp.Update(); err != nil {
-		logger.LogError(ctx, fmt.Sprintf("Stripe 标记充值订单失败状态失败 trade_no=%s client_ip=%s error=%q", referenceId, callerIp, err.Error()))
+		logger.LogError(ctx, common.LogText("Stripe failed to mark top-up order as failed trade_no=%s client_ip=%s error=%q", referenceId, callerIp, err.Error()))
 		return
 	}
-	logger.LogInfo(ctx, fmt.Sprintf("Stripe 充值订单已标记为失败 trade_no=%s client_ip=%s", referenceId, callerIp))
+	logger.LogInfo(ctx, common.LogText("Stripe top-up order marked as failed trade_no=%s client_ip=%s", referenceId, callerIp))
 }
 
 // fulfillOrder is the shared logic for crediting quota after payment is confirmed.
 func fulfillOrder(ctx context.Context, event stripe.Event, referenceId string, customerId string, callerIp string) {
 	if len(referenceId) == 0 {
-		logger.LogWarn(ctx, fmt.Sprintf("Stripe 完成订单时缺少订单号 client_ip=%s", callerIp))
+		logger.LogWarn(ctx, common.LogText("Stripe order completion missing order number client_ip=%s", callerIp))
 		return
 	}
 
@@ -288,34 +288,34 @@ func fulfillOrder(ctx context.Context, event stripe.Event, referenceId string, c
 		"event_type":   string(event.Type),
 	}
 	if err := model.CompleteSubscriptionOrder(referenceId, common.GetJsonString(payload), model.PaymentProviderStripe, ""); err == nil {
-		logger.LogInfo(ctx, fmt.Sprintf("Stripe 订阅订单处理成功 trade_no=%s event_type=%s client_ip=%s", referenceId, string(event.Type), callerIp))
+		logger.LogInfo(ctx, common.LogText("Stripe subscription order processed trade_no=%s event_type=%s client_ip=%s", referenceId, string(event.Type), callerIp))
 		return
 	} else if err != nil && !errors.Is(err, model.ErrSubscriptionOrderNotFound) {
-		logger.LogError(ctx, fmt.Sprintf("Stripe 订阅订单处理失败 trade_no=%s event_type=%s client_ip=%s error=%q", referenceId, string(event.Type), callerIp, err.Error()))
+		logger.LogError(ctx, common.LogText("Stripe subscription order processing failed trade_no=%s event_type=%s client_ip=%s error=%q", referenceId, string(event.Type), callerIp, err.Error()))
 		return
 	}
 
 	err := model.Recharge(referenceId, customerId, callerIp)
 	if err != nil {
-		logger.LogError(ctx, fmt.Sprintf("Stripe 充值处理失败 trade_no=%s event_type=%s client_ip=%s error=%q", referenceId, string(event.Type), callerIp, err.Error()))
+		logger.LogError(ctx, common.LogText("Stripe top-up processing failed trade_no=%s event_type=%s client_ip=%s error=%q", referenceId, string(event.Type), callerIp, err.Error()))
 		return
 	}
 
 	total, _ := strconv.ParseFloat(event.GetObjectValue("amount_total"), 64)
 	currency := strings.ToUpper(event.GetObjectValue("currency"))
-	logger.LogInfo(ctx, fmt.Sprintf("Stripe 充值成功 trade_no=%s amount_total=%.2f currency=%s event_type=%s client_ip=%s", referenceId, total/100, currency, string(event.Type), callerIp))
+	logger.LogInfo(ctx, common.LogText("Stripe top-up succeeded trade_no=%s amount_total=%.2f currency=%s event_type=%s client_ip=%s", referenceId, total/100, currency, string(event.Type), callerIp))
 }
 
 func sessionExpired(ctx context.Context, event stripe.Event) {
 	referenceId := event.GetObjectValue("client_reference_id")
 	status := event.GetObjectValue("status")
 	if "expired" != status {
-		logger.LogWarn(ctx, fmt.Sprintf("Stripe checkout.expired 状态异常，忽略处理 trade_no=%s status=%s", referenceId, status))
+		logger.LogWarn(ctx, common.LogText("Stripe checkout.expired has unexpected status, ignored trade_no=%s status=%s", referenceId, status))
 		return
 	}
 
 	if len(referenceId) == 0 {
-		logger.LogWarn(ctx, "Stripe checkout.expired 缺少订单号")
+		logger.LogWarn(ctx, common.LogText("Stripe checkout.expired missing order number"))
 		return
 	}
 
@@ -323,24 +323,24 @@ func sessionExpired(ctx context.Context, event stripe.Event) {
 	LockOrder(referenceId)
 	defer UnlockOrder(referenceId)
 	if err := model.ExpireSubscriptionOrder(referenceId, model.PaymentProviderStripe); err == nil {
-		logger.LogInfo(ctx, fmt.Sprintf("Stripe 订阅订单已过期 trade_no=%s", referenceId))
+		logger.LogInfo(ctx, common.LogText("Stripe subscription order expired trade_no=%s", referenceId))
 		return
 	} else if err != nil && !errors.Is(err, model.ErrSubscriptionOrderNotFound) {
-		logger.LogError(ctx, fmt.Sprintf("Stripe 订阅订单过期处理失败 trade_no=%s error=%q", referenceId, err.Error()))
+		logger.LogError(ctx, common.LogText("Stripe subscription order expiry processing failed trade_no=%s error=%q", referenceId, err.Error()))
 		return
 	}
 
 	err := model.UpdatePendingTopUpStatus(referenceId, model.PaymentProviderStripe, common.TopUpStatusExpired)
 	if errors.Is(err, model.ErrTopUpNotFound) {
-		logger.LogWarn(ctx, fmt.Sprintf("Stripe 充值订单不存在，无法标记过期 trade_no=%s", referenceId))
+		logger.LogWarn(ctx, common.LogText("Stripe top-up order not found, cannot mark as expired trade_no=%s", referenceId))
 		return
 	}
 	if err != nil {
-		logger.LogError(ctx, fmt.Sprintf("Stripe 充值订单过期处理失败 trade_no=%s error=%q", referenceId, err.Error()))
+		logger.LogError(ctx, common.LogText("Stripe top-up order expiry processing failed trade_no=%s error=%q", referenceId, err.Error()))
 		return
 	}
 
-	logger.LogInfo(ctx, fmt.Sprintf("Stripe 充值订单已过期 trade_no=%s", referenceId))
+	logger.LogInfo(ctx, common.LogText("Stripe top-up order expired trade_no=%s", referenceId))
 }
 
 // genStripeLink generates a Stripe Checkout session URL for payment.
@@ -357,7 +357,7 @@ func sessionExpired(ctx context.Context, event stripe.Event) {
 // Returns the checkout session URL or an error if the session creation fails.
 func genStripeLink(referenceId string, customerId string, email string, amount int64, successURL string, cancelURL string) (string, error) {
 	if !strings.HasPrefix(setting.StripeApiSecret, "sk_") && !strings.HasPrefix(setting.StripeApiSecret, "rk_") {
-		return "", fmt.Errorf("无效的Stripe API密钥")
+		return "", errors.New("invalid Stripe API key")
 	}
 
 	stripe.Key = setting.StripeApiSecret
diff --git a/controller/topup_waffo.go b/controller/topup_waffo.go
index 869adce..85a2bac 100644
--- a/controller/topup_waffo.go
+++ b/controller/topup_waffo.go
@@ -114,13 +114,13 @@ type WaffoPayRequest struct {
 func RequestWaffoAmount(c *gin.Context) {
 	var req WaffoPayRequest
 	if err := c.ShouldBindJSON(&req); err != nil {
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "参数错误"})
+		paymentError(c, common.NewMessage("Invalid parameters"))
 		return
 	}
 
 	waffoMinTopup := int64(setting.WaffoMinTopUp)
 	if req.Amount < waffoMinTopup {
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": fmt.Sprintf("充值数量不能小于 %d", waffoMinTopup)})
+		paymentError(c, common.NewMessage("Top-up amount cannot be less than {{min}}", map[string]any{"min": waffoMinTopup}))
 		return
 	}
 	id := c.GetInt("id")
@@ -130,13 +130,13 @@ func RequestWaffoAmount(c *gin.Context) {
 
 	group, err := model.GetUserGroup(id, true)
 	if err != nil {
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "获取用户分组失败"})
+		paymentError(c, common.NewMessage("Failed to get the user group"))
 		return
 	}
 
 	payMoney := getWaffoPayMoney(float64(req.Amount), group)
 	if payMoney <= 0.01 {
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "充值金额过低"})
+		paymentError(c, common.NewMessage("Payment amount is too low"))
 		return
 	}
 
@@ -146,18 +146,18 @@ func RequestWaffoAmount(c *gin.Context) {
 // RequestWaffoPay 创建 Waffo 支付订单
 func RequestWaffoPay(c *gin.Context) {
 	if !setting.WaffoEnabled {
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "Waffo 支付未启用"})
+		paymentError(c, common.NewMessage("Waffo payment is not enabled"))
 		return
 	}
 
 	var req WaffoPayRequest
 	if err := c.ShouldBindJSON(&req); err != nil {
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "参数错误"})
+		paymentError(c, common.NewMessage("Invalid parameters"))
 		return
 	}
 	waffoMinTopup := int64(setting.WaffoMinTopUp)
 	if req.Amount < waffoMinTopup {
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": fmt.Sprintf("充值数量不能小于 %d", waffoMinTopup)})
+		paymentError(c, common.NewMessage("Top-up amount cannot be less than {{min}}", map[string]any{"min": waffoMinTopup}))
 		return
 	}
 	id := c.GetInt("id")
@@ -167,7 +167,7 @@ func RequestWaffoPay(c *gin.Context) {
 
 	user, err := model.GetUserById(id, false)
 	if err != nil || user == nil {
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "用户不存在"})
+		paymentError(c, common.NewMessage("User does not exist"))
 		return
 	}
 
@@ -178,8 +178,8 @@ func RequestWaffoPay(c *gin.Context) {
 		// 新协议：按索引查找
 		idx := *req.PayMethodIndex
 		if idx < 0 || idx >= len(methods) {
-			logger.LogWarn(c.Request.Context(), fmt.Sprintf("Waffo 支付方式索引无效 user_id=%d pay_method_index=%d method_count=%d", id, idx, len(methods)))
-			c.JSON(http.StatusOK, gin.H{"message": "error", "data": "不支持的支付方式"})
+			logger.LogWarn(c.Request.Context(), common.LogText("Waffo invalid payment method index user_id=%d pay_method_index=%d method_count=%d", id, idx, len(methods)))
+			paymentError(c, common.NewMessage("Unsupported payment method"))
 			return
 		}
 		resolvedPayMethodType = methods[idx].PayMethodType
@@ -196,8 +196,8 @@ func RequestWaffoPay(c *gin.Context) {
 			}
 		}
 		if !valid {
-			logger.LogWarn(c.Request.Context(), fmt.Sprintf("Waffo 支付方式无效 user_id=%d pay_method_type=%s pay_method_name=%q", id, req.PayMethodType, req.PayMethodName))
-			c.JSON(http.StatusOK, gin.H{"message": "error", "data": "不支持的支付方式"})
+			logger.LogWarn(c.Request.Context(), common.LogText("Waffo invalid payment method user_id=%d pay_method_type=%s pay_method_name=%q", id, req.PayMethodType, req.PayMethodName))
+			paymentError(c, common.NewMessage("Unsupported payment method"))
 			return
 		}
 	}
@@ -206,7 +206,7 @@ func RequestWaffoPay(c *gin.Context) {
 	group, _ := model.GetUserGroup(id, true)
 	payMoney := getWaffoPayMoney(float64(req.Amount), group)
 	if payMoney < 0.01 {
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "充值金额过低"})
+		paymentError(c, common.NewMessage("Payment amount is too low"))
 		return
 	}
 
@@ -232,17 +232,17 @@ func RequestWaffoPay(c *gin.Context) {
 		Status:          common.TopUpStatusPending,
 	}
 	if err := topUp.Insert(); err != nil {
-		logger.LogError(c.Request.Context(), fmt.Sprintf("Waffo 创建充值订单失败 user_id=%d trade_no=%s amount=%d error=%q", id, merchantOrderId, req.Amount, err.Error()))
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "创建订单失败"})
+		logger.LogError(c.Request.Context(), common.LogText("Waffo failed to create top-up order user_id=%d trade_no=%s amount=%d error=%q", id, merchantOrderId, req.Amount, err.Error()))
+		paymentError(c, common.NewMessage("Failed to create order"))
 		return
 	}
 
 	sdk, err := getWaffoSDK()
 	if err != nil {
-		logger.LogError(c.Request.Context(), fmt.Sprintf("Waffo SDK 初始化失败 user_id=%d trade_no=%s error=%q", id, merchantOrderId, err.Error()))
+		logger.LogError(c.Request.Context(), common.LogText("Waffo SDK initialization failed user_id=%d trade_no=%s error=%q", id, merchantOrderId, err.Error()))
 		topUp.Status = common.TopUpStatusFailed
 		_ = topUp.Update()
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "支付配置错误"})
+		paymentError(c, common.NewMessage("Payment configuration error"))
 		return
 	}
 
@@ -285,22 +285,22 @@ func RequestWaffoPay(c *gin.Context) {
 	}
 	resp, err := sdk.Order().Create(c.Request.Context(), createParams, nil)
 	if err != nil {
-		logger.LogError(c.Request.Context(), fmt.Sprintf("Waffo 创建订单失败 user_id=%d trade_no=%s error=%q", id, merchantOrderId, err.Error()))
+		logger.LogError(c.Request.Context(), common.LogText("Waffo failed to create order user_id=%d trade_no=%s error=%q", id, merchantOrderId, err.Error()))
 		topUp.Status = common.TopUpStatusFailed
 		_ = topUp.Update()
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "拉起支付失败"})
+		paymentError(c, common.NewMessage("Failed to start payment"))
 		return
 	}
 	if !resp.IsSuccess() {
-		logger.LogWarn(c.Request.Context(), fmt.Sprintf("Waffo 创建订单业务失败 user_id=%d trade_no=%s code=%s message=%q response=%q", id, merchantOrderId, resp.Code, resp.Message, common.GetJsonString(resp)))
+		logger.LogWarn(c.Request.Context(), common.LogText("Waffo order creation rejected user_id=%d trade_no=%s code=%s message=%q response=%q", id, merchantOrderId, resp.Code, resp.Message, common.GetJsonString(resp)))
 		topUp.Status = common.TopUpStatusFailed
 		_ = topUp.Update()
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "拉起支付失败"})
+		paymentError(c, common.NewMessage("Failed to start payment"))
 		return
 	}
 
 	orderData := resp.GetData()
-	logger.LogInfo(c.Request.Context(), fmt.Sprintf("Waffo 充值订单创建成功 user_id=%d trade_no=%s amount=%d money=%.2f pay_method_type=%s pay_method_name=%q", id, merchantOrderId, req.Amount, payMoney, resolvedPayMethodType, resolvedPayMethodName))
+	logger.LogInfo(c.Request.Context(), common.LogText("Waffo top-up order created user_id=%d trade_no=%s amount=%d money=%.2f pay_method_type=%s pay_method_name=%q", id, merchantOrderId, req.Amount, payMoney, resolvedPayMethodType, resolvedPayMethodName))
 
 	paymentUrl := orderData.FetchRedirectURL()
 	if paymentUrl == "" {
@@ -335,21 +335,21 @@ type webhookSubscriptionInfo struct {
 // WaffoWebhook 处理 Waffo 回调通知（支付/退款/订阅）
 func WaffoWebhook(c *gin.Context) {
 	if !isWaffoWebhookEnabled() {
-		logger.LogWarn(c.Request.Context(), fmt.Sprintf("Waffo webhook 被拒绝 reason=webhook_disabled path=%q client_ip=%s", c.Request.RequestURI, c.ClientIP()))
+		logger.LogWarn(c.Request.Context(), common.LogText("Waffo webhook rejected reason=webhook_disabled path=%q client_ip=%s", c.Request.RequestURI, c.ClientIP()))
 		c.AbortWithStatus(http.StatusForbidden)
 		return
 	}
 
 	bodyBytes, err := io.ReadAll(c.Request.Body)
 	if err != nil {
-		logger.LogError(c.Request.Context(), fmt.Sprintf("Waffo webhook 读取请求体失败 path=%q client_ip=%s error=%q", c.Request.RequestURI, c.ClientIP(), err.Error()))
+		logger.LogError(c.Request.Context(), common.LogText("Waffo webhook failed to read request body path=%q client_ip=%s error=%q", c.Request.RequestURI, c.ClientIP(), err.Error()))
 		c.AbortWithStatus(http.StatusBadRequest)
 		return
 	}
 
 	sdk, err := getWaffoSDK()
 	if err != nil {
-		logger.LogError(c.Request.Context(), fmt.Sprintf("Waffo webhook SDK 初始化失败 path=%q client_ip=%s error=%q", c.Request.RequestURI, c.ClientIP(), err.Error()))
+		logger.LogError(c.Request.Context(), common.LogText("Waffo webhook SDK initialization failed path=%q client_ip=%s error=%q", c.Request.RequestURI, c.ClientIP(), err.Error()))
 		c.AbortWithStatus(http.StatusInternalServerError)
 		return
 	}
@@ -357,18 +357,18 @@ func WaffoWebhook(c *gin.Context) {
 	wh := sdk.Webhook()
 	bodyStr := string(bodyBytes)
 	signature := c.GetHeader("X-SIGNATURE")
-	logger.LogInfo(c.Request.Context(), fmt.Sprintf("Waffo webhook 收到请求 path=%q client_ip=%s signature=%q body=%q", c.Request.RequestURI, c.ClientIP(), signature, bodyStr))
+	logger.LogInfo(c.Request.Context(), common.LogText("Waffo webhook received request path=%q client_ip=%s signature=%q body=%q", c.Request.RequestURI, c.ClientIP(), signature, bodyStr))
 
 	// 验证请求签名
 	if !wh.VerifySignature(bodyStr, signature) {
-		logger.LogWarn(c.Request.Context(), fmt.Sprintf("Waffo webhook 验签失败 path=%q client_ip=%s signature=%q body=%q", c.Request.RequestURI, c.ClientIP(), signature, bodyStr))
+		logger.LogWarn(c.Request.Context(), common.LogText("Waffo webhook signature verification failed path=%q client_ip=%s signature=%q body=%q", c.Request.RequestURI, c.ClientIP(), signature, bodyStr))
 		c.AbortWithStatus(http.StatusBadRequest)
 		return
 	}
 
 	var event core.WebhookEvent
 	if err := common.Unmarshal(bodyBytes, &event); err != nil {
-		logger.LogError(c.Request.Context(), fmt.Sprintf("Waffo webhook 解析失败 path=%q client_ip=%s error=%q body=%q", c.Request.RequestURI, c.ClientIP(), err.Error(), bodyStr))
+		logger.LogError(c.Request.Context(), common.LogText("Waffo webhook failed to parse path=%q client_ip=%s error=%q body=%q", c.Request.RequestURI, c.ClientIP(), err.Error(), bodyStr))
 		sendWaffoWebhookResponse(c, wh, false, "invalid payload")
 		return
 	}
@@ -378,14 +378,14 @@ func WaffoWebhook(c *gin.Context) {
 		// 解析为扩展类型，区分普通支付和订阅支付
 		var payload webhookPayloadWithSubInfo
 		if err := common.Unmarshal(bodyBytes, &payload); err != nil {
-			logger.LogError(c.Request.Context(), fmt.Sprintf("Waffo 支付回调载荷解析失败 event_type=%s client_ip=%s error=%q body=%q", event.EventType, c.ClientIP(), err.Error(), bodyStr))
+			logger.LogError(c.Request.Context(), common.LogText("Waffo failed to parse payment callback payload event_type=%s client_ip=%s error=%q body=%q", event.EventType, c.ClientIP(), err.Error(), bodyStr))
 			sendWaffoWebhookResponse(c, wh, false, "invalid payment payload")
 			return
 		}
-		logger.LogInfo(c.Request.Context(), fmt.Sprintf("Waffo webhook 验签并解析成功 event_type=%s merchant_order_id=%s order_status=%s client_ip=%s", event.EventType, payload.Result.MerchantOrderID, payload.Result.OrderStatus, c.ClientIP()))
+		logger.LogInfo(c.Request.Context(), common.LogText("Waffo webhook verified and parsed event_type=%s merchant_order_id=%s order_status=%s client_ip=%s", event.EventType, payload.Result.MerchantOrderID, payload.Result.OrderStatus, c.ClientIP()))
 		handleWaffoPayment(c, wh, &payload.Result.PaymentNotificationResult)
 	default:
-		logger.LogInfo(c.Request.Context(), fmt.Sprintf("Waffo webhook 忽略事件 event_type=%s client_ip=%s", event.EventType, c.ClientIP()))
+		logger.LogInfo(c.Request.Context(), common.LogText("Waffo webhook ignored event event_type=%s client_ip=%s", event.EventType, c.ClientIP()))
 		sendWaffoWebhookResponse(c, wh, true, "")
 	}
 }
@@ -393,13 +393,13 @@ func WaffoWebhook(c *gin.Context) {
 // handleWaffoPayment 处理支付完成通知
 func handleWaffoPayment(c *gin.Context, wh *core.WebhookHandler, result *core.PaymentNotificationResult) {
 	if result.OrderStatus != "PAY_SUCCESS" {
-		logger.LogInfo(c.Request.Context(), fmt.Sprintf("Waffo 订单状态非成功，忽略充值 trade_no=%s order_status=%s client_ip=%s", result.MerchantOrderID, result.OrderStatus, c.ClientIP()))
+		logger.LogInfo(c.Request.Context(), common.LogText("Waffo order not successful, top-up skipped trade_no=%s order_status=%s client_ip=%s", result.MerchantOrderID, result.OrderStatus, c.ClientIP()))
 		// 终态失败订单标记为 failed，避免永远停在 pending
 		if result.MerchantOrderID != "" {
 			if err := model.UpdatePendingTopUpStatus(result.MerchantOrderID, model.PaymentProviderWaffo, common.TopUpStatusFailed); err != nil &&
 				!errors.Is(err, model.ErrTopUpNotFound) &&
 				!errors.Is(err, model.ErrTopUpStatusInvalid) {
-				logger.LogError(c.Request.Context(), fmt.Sprintf("Waffo 标记失败订单状态失败 trade_no=%s error=%q", result.MerchantOrderID, err.Error()))
+				logger.LogError(c.Request.Context(), common.LogText("Waffo failed to mark order as failed trade_no=%s error=%q", result.MerchantOrderID, err.Error()))
 			}
 		}
 		sendWaffoWebhookResponse(c, wh, true, "")
@@ -412,12 +412,12 @@ func handleWaffoPayment(c *gin.Context, wh *core.WebhookHandler, result *core.Pa
 	defer UnlockOrder(merchantOrderId)
 
 	if err := model.RechargeWaffo(merchantOrderId, c.ClientIP()); err != nil {
-		logger.LogError(c.Request.Context(), fmt.Sprintf("Waffo 充值处理失败 trade_no=%s client_ip=%s error=%q", merchantOrderId, c.ClientIP(), err.Error()))
+		logger.LogError(c.Request.Context(), common.LogText("Waffo top-up processing failed trade_no=%s client_ip=%s error=%q", merchantOrderId, c.ClientIP(), err.Error()))
 		sendWaffoWebhookResponse(c, wh, false, err.Error())
 		return
 	}
 
-	logger.LogInfo(c.Request.Context(), fmt.Sprintf("Waffo 充值成功 trade_no=%s client_ip=%s", merchantOrderId, c.ClientIP()))
+	logger.LogInfo(c.Request.Context(), common.LogText("Waffo top-up succeeded trade_no=%s client_ip=%s", merchantOrderId, c.ClientIP()))
 	sendWaffoWebhookResponse(c, wh, true, "")
 }
 
diff --git a/controller/topup_waffo_pancake.go b/controller/topup_waffo_pancake.go
index b7366ec..173eea3 100644
--- a/controller/topup_waffo_pancake.go
+++ b/controller/topup_waffo_pancake.go
@@ -25,12 +25,12 @@ type WaffoPancakePayRequest struct {
 func RequestWaffoPancakeAmount(c *gin.Context) {
 	var req WaffoPancakePayRequest
 	if err := c.ShouldBindJSON(&req); err != nil {
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "参数错误"})
+		paymentError(c, common.NewMessage("Invalid parameters"))
 		return
 	}
 
 	if req.Amount < int64(setting.WaffoPancakeMinTopUp) {
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": fmt.Sprintf("充值数量不能小于 %d", setting.WaffoPancakeMinTopUp)})
+		paymentError(c, common.NewMessage("Top-up amount cannot be less than {{min}}", map[string]any{"min": setting.WaffoPancakeMinTopUp}))
 		return
 	}
 	id := c.GetInt("id")
@@ -40,13 +40,13 @@ func RequestWaffoPancakeAmount(c *gin.Context) {
 
 	group, err := model.GetUserGroup(id, true)
 	if err != nil {
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "获取用户分组失败"})
+		paymentError(c, common.NewMessage("Failed to get the user group"))
 		return
 	}
 
 	payMoney := getWaffoPancakePayMoney(req.Amount, group)
 	if payMoney <= 0.01 {
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "充值金额过低"})
+		paymentError(c, common.NewMessage("Payment amount is too low"))
 		return
 	}
 
@@ -125,7 +125,7 @@ type createWaffoPancakePairRequest struct {
 func SaveWaffoPancake(c *gin.Context) {
 	var req saveWaffoPancakeRequest
 	if err := c.ShouldBindJSON(&req); err != nil {
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "参数错误"})
+		paymentError(c, common.NewMessage("Invalid parameters"))
 		return
 	}
 	if err := service.SaveWaffoPancakeConfig(
@@ -136,11 +136,11 @@ func SaveWaffoPancake(c *gin.Context) {
 		req.StoreID,
 		req.ProductID,
 	); err != nil {
-		logger.LogError(c.Request.Context(), fmt.Sprintf(
-			"Waffo Pancake 保存配置失败 store_id=%q product_id=%q error=%q",
+		logger.LogError(c.Request.Context(), common.LogText(
+			"Waffo Pancake failed to save config store_id=%q product_id=%q error=%q",
 			req.StoreID, req.ProductID, err.Error(),
 		))
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "保存配置失败"})
+		paymentError(c, common.NewMessage("Failed to save configuration"))
 		return
 	}
 	c.JSON(http.StatusOK, gin.H{
@@ -172,13 +172,13 @@ func CreateWaffoPancakePair(c *gin.Context) {
 	var req createWaffoPancakePairRequest
 	if c.Request.ContentLength > 0 {
 		if err := c.ShouldBindJSON(&req); err != nil {
-			c.JSON(http.StatusOK, gin.H{"message": "error", "data": "参数错误"})
+			paymentError(c, common.NewMessage("Invalid parameters"))
 			return
 		}
 	}
 	merchantID, privateKey := resolveWaffoPancakeAdminCreds(req.MerchantID, req.PrivateKey)
 	if merchantID == "" || privateKey == "" {
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "Waffo Pancake 凭证未配置"})
+		paymentError(c, common.NewMessage("Waffo Pancake credentials are not configured"))
 		return
 	}
 	result, err := service.CreateWaffoPancakePrimaryPair(
@@ -186,8 +186,8 @@ func CreateWaffoPancakePair(c *gin.Context) {
 	)
 	if err != nil {
 		orphan := result != nil && result.OrphanStore
-		logger.LogError(c.Request.Context(), fmt.Sprintf(
-			"Waffo Pancake 创建店铺与产品失败 orphan_store=%t store_id=%q error=%q",
+		logger.LogError(c.Request.Context(), common.LogText(
+			"Waffo Pancake failed to create store and product orphan_store=%t store_id=%q error=%q",
 			orphan, func() string {
 				if result == nil {
 					return ""
@@ -225,15 +225,15 @@ func ListWaffoPancakeCatalog(c *gin.Context) {
 		strings.TrimSpace(c.Query("private_key")),
 	)
 	if merchantID == "" || privateKey == "" {
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "Waffo Pancake 凭证未配置"})
+		paymentError(c, common.NewMessage("Waffo Pancake credentials are not configured"))
 		return
 	}
 	catalog, err := service.ListWaffoPancakeCatalog(c.Request.Context(), merchantID, privateKey)
 	if err != nil {
-		logger.LogError(c.Request.Context(), fmt.Sprintf(
-			"Waffo Pancake 拉取店铺与产品目录失败 error=%q", err.Error(),
+		logger.LogError(c.Request.Context(), common.LogText(
+			"Waffo Pancake failed to fetch store and product catalog error=%q", err.Error(),
 		))
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "拉取目录失败"})
+		paymentError(c, common.NewMessage("Failed to fetch the catalog"))
 		return
 	}
 	c.JSON(http.StatusOK, gin.H{"message": "success", "data": catalog})
@@ -253,22 +253,22 @@ func CreateWaffoPancakeSubscriptionProduct(c *gin.Context) {
 	var req createWaffoPancakeSubscriptionProductRequest
 	if c.Request.ContentLength > 0 {
 		if err := c.ShouldBindJSON(&req); err != nil {
-			c.JSON(http.StatusOK, gin.H{"message": "error", "data": "参数错误"})
+			paymentError(c, common.NewMessage("Invalid parameters"))
 			return
 		}
 	}
 	if strings.TrimSpace(req.Name) == "" {
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "套餐名称不能为空"})
+		paymentError(c, common.NewMessage("Plan name cannot be empty"))
 		return
 	}
 	if strings.TrimSpace(req.Amount) == "" {
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "套餐价格不能为空"})
+		paymentError(c, common.NewMessage("Plan price cannot be empty"))
 		return
 	}
 	merchantID, privateKey := resolveWaffoPancakeAdminCreds("", "")
 	storeID := strings.TrimSpace(setting.WaffoPancakeStoreID)
 	if merchantID == "" || privateKey == "" || storeID == "" {
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "Waffo Pancake 未完成配置，请先在支付设置中完成网关绑定"})
+		paymentError(c, common.NewMessage("Waffo Pancake is not fully configured. Complete the gateway binding in payment settings first."))
 		return
 	}
 	productID, err := service.CreateWaffoPancakeProductForPlan(
@@ -281,11 +281,11 @@ func CreateWaffoPancakeSubscriptionProduct(c *gin.Context) {
 		setting.WaffoPancakeReturnURL,
 	)
 	if err != nil {
-		logger.LogError(c.Request.Context(), fmt.Sprintf(
-			"Waffo Pancake 创建套餐产品失败 store_id=%q name=%q amount=%q error=%q",
+		logger.LogError(c.Request.Context(), common.LogText(
+			"Waffo Pancake failed to create plan product store_id=%q name=%q amount=%q error=%q",
 			storeID, req.Name, req.Amount, err.Error(),
 		))
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "创建套餐产品失败"})
+		paymentError(c, common.NewMessage("Failed to create the plan product"))
 		return
 	}
 	c.JSON(http.StatusOK, gin.H{
@@ -305,15 +305,15 @@ func ListWaffoPancakeSubscriptionProductOptions(c *gin.Context) {
 	merchantID, privateKey := resolveWaffoPancakeAdminCreds("", "")
 	storeID := strings.TrimSpace(setting.WaffoPancakeStoreID)
 	if merchantID == "" || privateKey == "" || storeID == "" {
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "Waffo Pancake 未完成配置，请先在支付设置中完成网关绑定"})
+		paymentError(c, common.NewMessage("Waffo Pancake is not fully configured. Complete the gateway binding in payment settings first."))
 		return
 	}
 	catalog, err := service.ListWaffoPancakeCatalog(c.Request.Context(), merchantID, privateKey)
 	if err != nil {
-		logger.LogError(c.Request.Context(), fmt.Sprintf(
-			"Waffo Pancake 拉取订阅产品列表失败 store_id=%q error=%q", storeID, err.Error(),
+		logger.LogError(c.Request.Context(), common.LogText(
+			"Waffo Pancake failed to fetch subscription product list store_id=%q error=%q", storeID, err.Error(),
 		))
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "拉取产品列表失败"})
+		paymentError(c, common.NewMessage("Failed to fetch the product list"))
 		return
 	}
 	products := []service.WaffoPancakeCatalogProduct{}
@@ -341,17 +341,17 @@ func getWaffoPancakeBuyerIdentity(user *model.User) string {
 
 func RequestWaffoPancakePay(c *gin.Context) {
 	if !isWaffoPancakeTopUpEnabled() {
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "Waffo Pancake 配置不完整"})
+		paymentError(c, common.NewMessage("Waffo Pancake configuration is incomplete"))
 		return
 	}
 
 	var req WaffoPancakePayRequest
 	if err := c.ShouldBindJSON(&req); err != nil {
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "参数错误"})
+		paymentError(c, common.NewMessage("Invalid parameters"))
 		return
 	}
 	if req.Amount < int64(setting.WaffoPancakeMinTopUp) {
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": fmt.Sprintf("充值数量不能小于 %d", setting.WaffoPancakeMinTopUp)})
+		paymentError(c, common.NewMessage("Top-up amount cannot be less than {{min}}", map[string]any{"min": setting.WaffoPancakeMinTopUp}))
 		return
 	}
 	id := c.GetInt("id")
@@ -361,19 +361,19 @@ func RequestWaffoPancakePay(c *gin.Context) {
 
 	user, err := model.GetUserById(id, false)
 	if err != nil || user == nil {
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "用户不存在"})
+		paymentError(c, common.NewMessage("User does not exist"))
 		return
 	}
 
 	group, err := model.GetUserGroup(id, true)
 	if err != nil {
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "获取用户分组失败"})
+		paymentError(c, common.NewMessage("Failed to get the user group"))
 		return
 	}
 
 	payMoney := getWaffoPancakePayMoney(req.Amount, group)
 	if payMoney < 0.01 {
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "充值金额过低"})
+		paymentError(c, common.NewMessage("Payment amount is too low"))
 		return
 	}
 
@@ -389,8 +389,8 @@ func RequestWaffoPancakePay(c *gin.Context) {
 		Status:          common.TopUpStatusPending,
 	}
 	if err := topUp.Insert(); err != nil {
-		logger.LogError(c.Request.Context(), fmt.Sprintf("Waffo Pancake 创建充值订单失败 user_id=%d trade_no=%s amount=%d error=%q", id, tradeNo, req.Amount, err.Error()))
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "创建订单失败"})
+		logger.LogError(c.Request.Context(), common.LogText("Waffo Pancake failed to create top-up order user_id=%d trade_no=%s amount=%d error=%q", id, tradeNo, req.Amount, err.Error()))
+		paymentError(c, common.NewMessage("Failed to create order"))
 		return
 	}
 
@@ -407,13 +407,13 @@ func RequestWaffoPancakePay(c *gin.Context) {
 		OrderMerchantExternalID: tradeNo,
 	})
 	if err != nil {
-		logger.LogError(c.Request.Context(), fmt.Sprintf("Waffo Pancake 创建结账会话失败 user_id=%d trade_no=%s error=%q", id, tradeNo, err.Error()))
+		logger.LogError(c.Request.Context(), common.LogText("Waffo Pancake failed to create checkout session user_id=%d trade_no=%s error=%q", id, tradeNo, err.Error()))
 		topUp.Status = common.TopUpStatusFailed
 		_ = topUp.Update()
-		c.JSON(http.StatusOK, gin.H{"message": "error", "data": "拉起支付失败"})
+		paymentError(c, common.NewMessage("Failed to start payment"))
 		return
 	}
-	logger.LogInfo(c.Request.Context(), fmt.Sprintf("Waffo Pancake 充值订单创建成功 user_id=%d trade_no=%s session_id=%s amount=%d money=%.2f", id, tradeNo, session.SessionID, req.Amount, payMoney))
+	logger.LogInfo(c.Request.Context(), common.LogText("Waffo Pancake top-up order created user_id=%d trade_no=%s session_id=%s amount=%d money=%.2f", id, tradeNo, session.SessionID, req.Amount, payMoney))
 
 	c.JSON(http.StatusOK, gin.H{
 		"message": "success",
@@ -430,7 +430,7 @@ func RequestWaffoPancakePay(c *gin.Context) {
 
 func WaffoPancakeWebhook(c *gin.Context) {
 	if !isWaffoPancakeWebhookEnabled() {
-		logger.LogWarn(c.Request.Context(), fmt.Sprintf("Waffo Pancake webhook 被拒绝 reason=webhook_disabled path=%q client_ip=%s", c.Request.RequestURI, c.ClientIP()))
+		logger.LogWarn(c.Request.Context(), common.LogText("Waffo Pancake webhook rejected reason=webhook_disabled path=%q client_ip=%s", c.Request.RequestURI, c.ClientIP()))
 		c.String(http.StatusForbidden, "webhook disabled")
 		return
 	}
@@ -440,8 +440,8 @@ func WaffoPancakeWebhook(c *gin.Context) {
 	// We then enforce event.mode == expectedEnv to catch mis-registrations.
 	expectedEnv := strings.TrimSpace(c.Param("env"))
 	if expectedEnv != "test" && expectedEnv != "prod" {
-		logger.LogWarn(c.Request.Context(), fmt.Sprintf(
-			"Waffo Pancake webhook 路径环境段无效 env=%q path=%q client_ip=%s",
+		logger.LogWarn(c.Request.Context(), common.LogText(
+			"Waffo Pancake webhook invalid env path segment env=%q path=%q client_ip=%s",
 			expectedEnv, c.Request.RequestURI, c.ClientIP(),
 		))
 		c.String(http.StatusNotFound, "unknown env")
@@ -450,31 +450,31 @@ func WaffoPancakeWebhook(c *gin.Context) {
 
 	bodyBytes, err := io.ReadAll(c.Request.Body)
 	if err != nil {
-		logger.LogError(c.Request.Context(), fmt.Sprintf("Waffo Pancake webhook 读取请求体失败 path=%q client_ip=%s error=%q", c.Request.RequestURI, c.ClientIP(), err.Error()))
+		logger.LogError(c.Request.Context(), common.LogText("Waffo Pancake webhook failed to read request body path=%q client_ip=%s error=%q", c.Request.RequestURI, c.ClientIP(), err.Error()))
 		c.String(http.StatusBadRequest, "bad request")
 		return
 	}
 
 	signature := c.GetHeader("X-Waffo-Signature")
-	logger.LogInfo(c.Request.Context(), fmt.Sprintf("Waffo Pancake webhook 收到请求 path=%q client_ip=%s signature=%q body=%q", c.Request.RequestURI, c.ClientIP(), signature, string(bodyBytes)))
+	logger.LogInfo(c.Request.Context(), common.LogText("Waffo Pancake webhook received request path=%q client_ip=%s signature=%q body=%q", c.Request.RequestURI, c.ClientIP(), signature, string(bodyBytes)))
 
 	event, err := service.VerifyConfiguredWaffoPancakeWebhook(string(bodyBytes), signature)
 	if err != nil {
-		logger.LogWarn(c.Request.Context(), fmt.Sprintf("Waffo Pancake webhook 验签失败 path=%q client_ip=%s signature=%q body=%q error=%q", c.Request.RequestURI, c.ClientIP(), signature, string(bodyBytes), err.Error()))
+		logger.LogWarn(c.Request.Context(), common.LogText("Waffo Pancake webhook signature verification failed path=%q client_ip=%s signature=%q body=%q error=%q", c.Request.RequestURI, c.ClientIP(), signature, string(bodyBytes), err.Error()))
 		c.String(http.StatusUnauthorized, "invalid signature")
 		return
 	}
 
 	if !strings.EqualFold(strings.TrimSpace(event.Mode), expectedEnv) {
-		logger.LogError(c.Request.Context(), fmt.Sprintf(
-			"Waffo Pancake webhook 环境不匹配 expected=%q actual_mode=%q event_id=%s order_id=%s client_ip=%s",
+		logger.LogError(c.Request.Context(), common.LogText(
+			"Waffo Pancake webhook env mismatch expected=%q actual_mode=%q event_id=%s order_id=%s client_ip=%s",
 			expectedEnv, event.Mode, event.ID, event.Data.OrderID, c.ClientIP(),
 		))
 		c.String(http.StatusOK, "OK")
 		return
 	}
 
-	logger.LogInfo(c.Request.Context(), fmt.Sprintf("Waffo Pancake webhook 验签成功 event_type=%s event_id=%s order_id=%s client_ip=%s", event.NormalizedEventType(), event.ID, event.Data.OrderID, c.ClientIP()))
+	logger.LogInfo(c.Request.Context(), common.LogText("Waffo Pancake webhook signature verified event_type=%s event_id=%s order_id=%s client_ip=%s", event.NormalizedEventType(), event.ID, event.Data.OrderID, c.ClientIP()))
 	if event.NormalizedEventType() != "order.completed" {
 		c.String(http.StatusOK, "OK")
 		return
@@ -488,8 +488,8 @@ func WaffoPancakeWebhook(c *gin.Context) {
 	if isSubscription {
 		tradeNo, err := service.ResolveWaffoPancakeSubscriptionTradeNo(event)
 		if err != nil {
-			logger.LogError(c.Request.Context(), fmt.Sprintf(
-				"Waffo Pancake webhook 订阅订单解析失败 event_id=%s order_id=%s buyer_identity=%q client_ip=%s error=%q",
+			logger.LogError(c.Request.Context(), common.LogText(
+				"Waffo Pancake webhook failed to resolve subscription order event_id=%s order_id=%s buyer_identity=%q client_ip=%s error=%q",
 				event.ID, event.Data.OrderID, event.Data.MerchantProvidedBuyerIdentity, c.ClientIP(), err.Error(),
 			))
 			c.String(http.StatusOK, "OK")
@@ -498,11 +498,11 @@ func WaffoPancakeWebhook(c *gin.Context) {
 		LockOrder(tradeNo)
 		defer UnlockOrder(tradeNo)
 		if err := model.CompleteSubscriptionOrder(tradeNo, string(bodyBytes), model.PaymentProviderWaffoPancake, ""); err != nil {
-			logger.LogError(c.Request.Context(), fmt.Sprintf("Waffo Pancake 订阅完成失败 trade_no=%s event_id=%s order_id=%s client_ip=%s error=%q", tradeNo, event.ID, event.Data.OrderID, c.ClientIP(), err.Error()))
+			logger.LogError(c.Request.Context(), common.LogText("Waffo Pancake subscription completion failed trade_no=%s event_id=%s order_id=%s client_ip=%s error=%q", tradeNo, event.ID, event.Data.OrderID, c.ClientIP(), err.Error()))
 			c.String(http.StatusInternalServerError, "retry")
 			return
 		}
-		logger.LogInfo(c.Request.Context(), fmt.Sprintf("Waffo Pancake 订阅完成 trade_no=%s event_id=%s order_id=%s client_ip=%s", tradeNo, event.ID, event.Data.OrderID, c.ClientIP()))
+		logger.LogInfo(c.Request.Context(), common.LogText("Waffo Pancake subscription completed trade_no=%s event_id=%s order_id=%s client_ip=%s", tradeNo, event.ID, event.Data.OrderID, c.ClientIP()))
 		c.String(http.StatusOK, "OK")
 		return
 	}
@@ -512,8 +512,8 @@ func WaffoPancakeWebhook(c *gin.Context) {
 		// LogError (not LogWarn): covers order-not-found and buyer-identity
 		// mismatch — both warrant human attention. 200 OK so Waffo doesn't
 		// retry a permanently-unresolvable webhook.
-		logger.LogError(c.Request.Context(), fmt.Sprintf(
-			"Waffo Pancake webhook 订单解析失败 event_id=%s order_id=%s buyer_identity=%q client_ip=%s error=%q",
+		logger.LogError(c.Request.Context(), common.LogText(
+			"Waffo Pancake webhook failed to resolve order event_id=%s order_id=%s buyer_identity=%q client_ip=%s error=%q",
 			event.ID, event.Data.OrderID, event.Data.MerchantProvidedBuyerIdentity, c.ClientIP(), err.Error(),
 		))
 		c.String(http.StatusOK, "OK")
@@ -524,11 +524,11 @@ func WaffoPancakeWebhook(c *gin.Context) {
 	defer UnlockOrder(tradeNo)
 
 	if err := model.RechargeWaffoPancake(tradeNo); err != nil {
-		logger.LogError(c.Request.Context(), fmt.Sprintf("Waffo Pancake 充值处理失败 trade_no=%s event_id=%s order_id=%s client_ip=%s error=%q", tradeNo, event.ID, event.Data.OrderID, c.ClientIP(), err.Error()))
+		logger.LogError(c.Request.Context(), common.LogText("Waffo Pancake top-up processing failed trade_no=%s event_id=%s order_id=%s client_ip=%s error=%q", tradeNo, event.ID, event.Data.OrderID, c.ClientIP(), err.Error()))
 		c.String(http.StatusInternalServerError, "retry")
 		return
 	}
 
-	logger.LogInfo(c.Request.Context(), fmt.Sprintf("Waffo Pancake 充值成功 trade_no=%s event_id=%s order_id=%s client_ip=%s", tradeNo, event.ID, event.Data.OrderID, c.ClientIP()))
+	logger.LogInfo(c.Request.Context(), common.LogText("Waffo Pancake top-up succeeded trade_no=%s event_id=%s order_id=%s client_ip=%s", tradeNo, event.ID, event.Data.OrderID, c.ClientIP()))
 	c.String(http.StatusOK, "OK")
 }
diff --git a/controller/twofa.go b/controller/twofa.go
index a8f3f5b..26635fe 100644
--- a/controller/twofa.go
+++ b/controller/twofa.go
@@ -6,7 +6,6 @@ import (
 	"strconv"
 
 	"github.com/QuantumNous/new-api/common"
-	"github.com/QuantumNous/new-api/i18n"
 	"github.com/QuantumNous/new-api/middleware"
 	"github.com/QuantumNous/new-api/model"
 	"github.com/QuantumNous/new-api/service"
@@ -25,7 +24,7 @@ func Setup2FA(c *gin.Context) {
 	if authorization == nil {
 		return
 	}
-	identity, _ := middleware.GetSessionAuthIdentity(c)
+	identity, _ := middleware.GetStepUpIdentity(c)
 	setup, err := service.StartTwoFASetup(identity, authorization)
 	if err != nil {
 		writeSecurityOperationError(c, err)
@@ -36,14 +35,14 @@ func Setup2FA(c *gin.Context) {
 }
 
 func Enable2FA(c *gin.Context) {
-	identity, ok := middleware.GetSessionAuthIdentity(c)
+	identity, ok := middleware.GetStepUpIdentity(c)
 	if !ok {
 		writeSecurityOperationError(c, service.ErrAuthTokenInvalid)
 		return
 	}
 	var req Verify2FARequest
 	if err := common.DecodeJson(c.Request.Body, &req); err != nil {
-		common.ApiErrorMsg(c, "参数错误")
+		common.ApiErrorT(c, "Invalid parameters")
 		return
 	}
 	if err := service.FinishTwoFASetup(identity, req.FlowToken, req.Code); err != nil {
@@ -64,7 +63,7 @@ func Disable2FA(c *gin.Context) {
 	if middleware.RequireSecurityProof(c, service.VerificationOperation{Scope: service.VerificationScopeTwoFADisable}) == nil {
 		return
 	}
-	identity, _ := middleware.GetSessionAuthIdentity(c)
+	identity, _ := middleware.GetStepUpIdentity(c)
 	userId := identity.UserID
 	if err := model.DisableTwoFAForSession(identity); err != nil {
 		writeSecurityOperationError(c, err)
@@ -79,11 +78,7 @@ func Disable2FA(c *gin.Context) {
 	// 记录操作日志
 	recordUserSecurityAudit(c, userId, "user.2fa_disable_self", nil)
 
-	c.JSON(http.StatusOK, gin.H{
-		"success": true,
-		"message": "两步验证已禁用",
-		"data":    authRotationData(bundle),
-	})
+	common.ApiSuccessT(c, "Two-factor authentication disabled", authRotationData(bundle))
 }
 
 // Get2FAStatus 获取用户2FA状态
@@ -108,7 +103,7 @@ func Get2FAStatus(c *gin.Context) {
 			// 获取剩余备用码数量
 			backupCount, err := model.GetUnusedBackupCodeCount(userId)
 			if err != nil {
-				common.SysLog("获取备用码数量失败: " + err.Error())
+				common.SysLog(common.LogText("failed to count backup codes: %s", err.Error()))
 			} else {
 				status["backup_codes_remaining"] = backupCount
 			}
@@ -127,26 +122,20 @@ func RegenerateBackupCodes(c *gin.Context) {
 	if middleware.RequireSecurityProof(c, service.VerificationOperation{Scope: service.VerificationScopeTwoFABackupCodes}) == nil {
 		return
 	}
-	identity, _ := middleware.GetSessionAuthIdentity(c)
+	identity, _ := middleware.GetStepUpIdentity(c)
 	userId := identity.UserID
 	// 生成新的备用码
 	backupCodes, err := common.GenerateBackupCodes()
 	if err != nil {
-		c.JSON(http.StatusOK, gin.H{
-			"success": false,
-			"message": "生成备用码失败",
-		})
-		common.SysLog("生成备用码失败: " + err.Error())
+		common.ApiErrorT(c, "Failed to regenerate backup codes")
+		common.SysLog(common.LogText("failed to generate backup codes: %s", err.Error()))
 		return
 	}
 
 	// 保存新的备用码并原子推进用户鉴权版本
 	if err := model.ReplaceBackupCodesForSession(identity, backupCodes); err != nil {
-		c.JSON(http.StatusOK, gin.H{
-			"success": false,
-			"message": "保存备用码失败",
-		})
-		common.SysLog("保存备用码失败: " + err.Error())
+		common.ApiErrorT(c, "Failed to save backup codes")
+		common.SysLog(common.LogText("failed to save backup codes: %s", err.Error()))
 		return
 	}
 	bundle, err := service.AdvanceCurrentSessionToUserVersion(identity, "twofa_backup_codes_regenerated")
@@ -160,11 +149,7 @@ func RegenerateBackupCodes(c *gin.Context) {
 
 	data := authRotationData(bundle)
 	data["backup_codes"] = backupCodes
-	c.JSON(http.StatusOK, gin.H{
-		"success": true,
-		"message": "备用码重新生成成功",
-		"data":    data,
-	})
+	common.ApiSuccessT(c, "Backup codes regenerated successfully", data)
 }
 
 // Verify2FALogin 登录时验证2FA
@@ -192,17 +177,14 @@ func AdminDisable2FA(c *gin.Context) {
 	userIdStr := c.Param("id")
 	userId, err := strconv.Atoi(userIdStr)
 	if err != nil || userId <= 0 {
-		c.JSON(http.StatusOK, gin.H{
-			"success": false,
-			"message": "用户ID格式错误",
-		})
+		common.ApiErrorT(c, "Invalid user ID")
 		return
 	}
 
 	// 检查目标用户权限
 	targetUser, err := model.GetUserById(userId, false)
 	if errors.Is(err, gorm.ErrRecordNotFound) {
-		common.ApiErrorI18n(c, i18n.MsgUserNotExists)
+		common.ApiErrorT(c, "User does not exist")
 		return
 	}
 	if err != nil {
@@ -212,20 +194,18 @@ func AdminDisable2FA(c *gin.Context) {
 
 	myRole := c.GetInt("role")
 	if !canManageTargetRole(myRole, targetUser.Role) {
-		c.JSON(http.StatusOK, gin.H{
-			"success": false,
-			"message": "无权操作同级或更高级用户的2FA设置",
-		})
+		common.ApiErrorT(c, "No permission to change the 2FA settings of users at the same or higher level")
+		return
+	}
+	authorization := requireAdminUserProof(c, service.VerificationScopeAdminUserTwoFADisable, service.AdminUserContext{UserID: userId})
+	if authorization == nil {
 		return
 	}
 
 	// 禁用2FA
 	if err := model.DisableTwoFAWithAuthVersion(userId); err != nil {
 		if errors.Is(err, model.ErrTwoFANotEnabled) {
-			c.JSON(http.StatusOK, gin.H{
-				"success": false,
-				"message": "用户未启用2FA",
-			})
+			common.ApiErrorT(c, "Two-factor authentication is not enabled.")
 			return
 		}
 		writeSecurityOperationError(c, err)
@@ -236,10 +216,10 @@ func AdminDisable2FA(c *gin.Context) {
 		return
 	}
 
-	recordManageAuditFor(c, userId, "user.2fa_disable", nil)
-
-	c.JSON(http.StatusOK, gin.H{
-		"success": true,
-		"message": "用户2FA已被强制禁用",
+	recordManageAuditFor(c, userId, "user.2fa_disable", map[string]any{
+		"username":            targetUser.Username,
+		"verification_method": authorization.Method,
 	})
+
+	common.ApiSuccessT(c, "Two-factor authentication reset", nil)
 }
diff --git a/controller/uptime_kuma.go b/controller/uptime_kuma.go
index cf3314a..4771641 100644
--- a/controller/uptime_kuma.go
+++ b/controller/uptime_kuma.go
@@ -19,31 +19,35 @@ import (
 const requestTimeout = 30 * time.Second
 
 type Monitor struct {
-	Tags            []string                        `json:"tags,omitempty"`
-	RecentDegraded  bool                            `json:"recent_degraded,omitempty"`
-	ModelCosts      map[string]model.GroupModelCost `json:"model_costs,omitempty"`
-	GroupRatio      float64                         `json:"group_ratio"`
-	ProbeHistory    []service.ProbeHistoryPoint     `json:"probe_history"`
-	ID              string                          `json:"id"`
-	Models          []string                        `json:"models"`
-	Alias           string                          `json:"alias,omitempty"`
-	Hidden          bool                            `json:"hidden,omitempty"`
-	Candy           *service.BenchmarkSummary       `json:"candy,omitempty"`
-	Benchmark       *service.BenchmarkSummary       `json:"benchmark,omitempty"`
-	StatusSource    string                          `json:"status_source"`
-	StatusCheckedAt int64                           `json:"status_checked_at,omitempty"`
-	Fingerprint     *service.AstraSamplingSummary   `json:"fingerprint,omitempty"`
-	Metrics         *perfmetrics.GroupResult        `json:"metrics,omitempty"`
-	Name            string                          `json:"name"`
-	Uptime          float64                         `json:"uptime"`
-	Status          int                             `json:"status"`
-	Group           string                          `json:"group,omitempty"`
-	Ping            int                             `json:"ping,omitempty"`
-	LastChecked     string                          `json:"last_checked,omitempty"`
-	History         []MonitorSample                 `json:"history,omitempty"`
-	CacheStats      *model.GroupCacheStats          `json:"cache_stats,omitempty"`
-	ProbeStatus     int                             `json:"probe_status"`
-	ChannelDisabled bool                            `json:"channel_disabled"`
+	VisionUnavailable bool                                   `json:"vision_unavailable,omitempty"`
+	QualityResetAt    int64                                  `json:"quality_reset_at,omitempty"`
+	Tags              []string                               `json:"tags,omitempty"`
+	RecentDegraded    bool                                   `json:"recent_degraded,omitempty"`
+	ModelCosts        map[string]model.GroupModelCost        `json:"model_costs,omitempty"`
+	ModelPerformance  map[string]model.GroupModelPerformance `json:"model_performance,omitempty"`
+	GroupRatio        float64                                `json:"group_ratio"`
+	ProbeHistory      []service.ProbeHistoryPoint            `json:"probe_history"`
+	ID                string                                 `json:"id"`
+	Models            []string                               `json:"models"`
+	Alias             string                                 `json:"alias,omitempty"`
+	Hidden            bool                                   `json:"hidden,omitempty"`
+	Ciallo            *service.BenchmarkSummary              `json:"ciallo,omitempty"`
+	Vision            *service.BenchmarkSummary              `json:"vision,omitempty"`
+	Benchmark         *service.BenchmarkSummary              `json:"benchmark,omitempty"`
+	StatusSource      string                                 `json:"status_source"`
+	StatusCheckedAt   int64                                  `json:"status_checked_at,omitempty"`
+	Fingerprint       *service.AstraSamplingSummary          `json:"fingerprint,omitempty"`
+	Metrics           *perfmetrics.GroupResult               `json:"metrics,omitempty"`
+	Name              string                                 `json:"name"`
+	Uptime            float64                                `json:"uptime"`
+	Status            int                                    `json:"status"`
+	Group             string                                 `json:"group,omitempty"`
+	Ping              int                                    `json:"ping,omitempty"`
+	LastChecked       string                                 `json:"last_checked,omitempty"`
+	History           []MonitorSample                        `json:"history,omitempty"`
+	CacheStats        *model.GroupCacheStats                 `json:"cache_stats,omitempty"`
+	ProbeStatus       int                                    `json:"probe_status"`
+	ChannelDisabled   bool                                   `json:"channel_disabled"`
 }
 
 type MonitorSample struct {
@@ -132,13 +136,25 @@ func currentGroupMonitors(ctx context.Context, admin bool) ([]UptimeGroupResult,
 		groupCacheSnapshot.updated = now
 		groupCacheSnapshot.channels = string(encoded)
 	}
+	visionUnavailable, qualityErr := service.VisionUnavailableGroups(ctx)
+	if qualityErr != nil {
+		return nil, qualityErr
+	}
 	userResults := perfmetrics.LatestUserResults(ctx, order)
 	monitors := make([]Monitor, 0, len(order))
 	for _, group := range order {
-		monitor := Monitor{ID: model.DetectionSecretHash(group)[:16], Name: group, Status: -1, Models: models[group], GroupRatio: ratio_setting.GetGroupRatio(group)}
+		monitor := Monitor{QualityResetAt: settings[group].ResetBefore, ID: model.DetectionSecretHash(group)[:16], Name: group, Status: -1, Models: models[group], GroupRatio: ratio_setting.GetGroupRatio(group)}
 		if monitor.Models == nil {
 			monitor.Models = []string{}
 		}
+		monitor.ModelPerformance = make(map[string]model.GroupModelPerformance, len(monitor.Models))
+		for _, modelName := range monitor.Models {
+			performance, performanceErr := service.GroupModelPerformance(ctx, group, modelName)
+			if performanceErr != nil {
+				return nil, performanceErr
+			}
+			monitor.ModelPerformance[modelName] = performance
+		}
 		if settings[group].Alias != "" {
 			monitor.Name = settings[group].Alias
 		}
@@ -163,8 +179,10 @@ func currentGroupMonitors(ctx context.Context, admin bool) ([]UptimeGroupResult,
 		if !admin && monitor.Metrics != nil {
 			monitor.Metrics.Group = monitor.Name
 		}
-		monitor.Benchmark = detections[group].Benchmark
-		monitor.Candy = detections[group].Candy
+		monitor.Benchmark = nil
+		monitor.Vision = detections[group].Vision
+		monitor.VisionUnavailable = visionUnavailable[group]
+		monitor.Ciallo = detections[group].Ciallo
 		monitor.ProbeHistory = detections[group].ProbeHistory
 		applyCurrentStatus(&monitor, userResults[group], now.Unix())
 		monitors = append(monitors, monitor)
diff --git a/controller/uptime_kuma_test.go b/controller/uptime_kuma_test.go
index d127fda..287a6ab 100644
--- a/controller/uptime_kuma_test.go
+++ b/controller/uptime_kuma_test.go
@@ -80,7 +80,7 @@ func TestStatusPageDatabaseMatrix(t *testing.T) {
 			require.NoError(t, db.Raw(q).Scan(&version).Error)
 			t.Log("database version:", version)
 			require.NoError(t, setting.UpdateUserUsableGroupsByJSONString(`{"internal":"","shared":"","hidden":""}`))
-			require.NoError(t, ratio_setting.UpdateGroupRatioByJSONString(`{"internal":0.25,"shared":0,"hidden":1}`))
+			require.NoError(t, ratio_setting.UpdateGroupRatioByJSONString(`{"internal":0.185,"shared":0,"hidden":1}`))
 			now := time.Now().Unix()
 			channels := []model.Channel{{Id: 1, Name: "private-channel", Key: "private-key", Group: "internal,shared", Models: fingerprint.Model, Status: 1}, {Id: 2, Group: "hidden", Models: fingerprint.Model, Status: 1}, {Id: 3, Group: "internal", Models: "disabled-model", Status: 2}}
 			require.NoError(t, db.Create(&channels).Error)
@@ -141,7 +141,7 @@ func TestStatusPageDatabaseMatrix(t *testing.T) {
 				assert.NotContains(t, res.Body.String(), secret)
 			}
 			assert.Contains(t, res.Body.String(), "#688")
-			assert.Contains(t, res.Body.String(), `"group_ratio":0.25`)
+			assert.Contains(t, res.Body.String(), `"group_ratio":0.185`)
 			require.NoError(t, model.SaveGroupMetadata(context.Background(), map[string]model.GroupMetadataValue{"internal": {Tags: []string{"打野", "不稳定"}}}))
 			service.InvalidateGroupQualityCache()
 			visitorSite := request("GET", "/api/group-status", "", "", "")
diff --git a/controller/usedata.go b/controller/usedata.go
index 52c6287..3a1b161 100644
--- a/controller/usedata.go
+++ b/controller/usedata.go
@@ -64,12 +64,9 @@ func GetUserQuotaDates(c *gin.Context) {
 	userId := c.GetInt("id")
 	startTimestamp, _ := strconv.ParseInt(c.Query("start_timestamp"), 10, 64)
 	endTimestamp, _ := strconv.ParseInt(c.Query("end_timestamp"), 10, 64)
-	// 判断时间跨度是否超过 1 个月
-	if endTimestamp-startTimestamp > 2592000 {
-		c.JSON(http.StatusOK, gin.H{
-			"success": false,
-			"message": "时间跨度不能超过 1 个月",
-		})
+	startTimestamp, err := limitLogTimeRange(startTimestamp, endTimestamp)
+	if err != nil {
+		common.ApiError(c, err)
 		return
 	}
 	dates, err := model.GetQuotaDataByUserId(userId, startTimestamp, endTimestamp)
@@ -110,11 +107,8 @@ func GetUserFlowQuotaDates(c *gin.Context) {
 	if !ok {
 		return
 	}
-	if endTimestamp-startTimestamp > 2592000 {
-		c.JSON(http.StatusOK, gin.H{
-			"success": false,
-			"message": "时间跨度不能超过 1 个月",
-		})
+	if _, err := limitLogTimeRange(startTimestamp, endTimestamp); err != nil {
+		common.ApiError(c, err)
 		return
 	}
 	dates, err := model.GetFlowQuotaData(startTimestamp, endTimestamp, "", userId, common.RoleCommonUser)
diff --git a/controller/user.go b/controller/user.go
index 0db1059..d65b067 100644
--- a/controller/user.go
+++ b/controller/user.go
@@ -40,7 +40,7 @@ func GetPasswordEncryptionKey(c *gin.Context) {
 	}
 	keyID, publicKey := common.PasswordEncryptionPublicKey()
 	if keyID == "" || publicKey == "" {
-		common.ApiErrorI18n(c, i18n.MsgDatabaseError)
+		common.ApiErrorT(c, "Database error, please contact the administrator")
 		return
 	}
 	common.ApiSuccess(c, gin.H{
@@ -52,30 +52,30 @@ func GetPasswordEncryptionKey(c *gin.Context) {
 
 func Login(c *gin.Context) {
 	if !common.PasswordLoginEnabled {
-		common.ApiErrorI18n(c, i18n.MsgUserPasswordLoginDisabled)
+		common.ApiErrorT(c, "Password login has been disabled by administrator")
 		return
 	}
 	var loginRequest LoginRequest
 	err := common.DecodeJson(c.Request.Body, &loginRequest)
 	if err != nil {
-		common.ApiErrorI18n(c, i18n.MsgInvalidParams)
+		common.ApiErrorT(c, "Invalid parameters")
 		return
 	}
 	username := loginRequest.Username
 	password := loginRequest.Password
 	if common.PasswordLoginEncryptionEnabled {
 		if loginRequest.PasswordEncrypted == "" || loginRequest.EncryptionKeyID == "" {
-			common.ApiErrorI18n(c, i18n.MsgInvalidParams)
+			common.ApiErrorT(c, "Invalid parameters")
 			return
 		}
 		password, err = common.DecryptPassword(loginRequest.PasswordEncrypted, loginRequest.EncryptionKeyID)
 		if err != nil {
-			common.ApiErrorI18n(c, i18n.MsgUserUsernameOrPasswordError)
+			common.ApiErrorT(c, "Username or password is incorrect, or user has been banned")
 			return
 		}
 	}
 	if username == "" || password == "" {
-		common.ApiErrorI18n(c, i18n.MsgInvalidParams)
+		common.ApiErrorT(c, "Invalid parameters")
 		return
 	}
 	user := model.User{
@@ -86,12 +86,12 @@ func Login(c *gin.Context) {
 	if err != nil {
 		switch {
 		case errors.Is(err, model.ErrDatabase):
-			common.SysLog(fmt.Sprintf("Login database error for user %s: %v", username, err))
-			common.ApiErrorI18n(c, i18n.MsgDatabaseError)
+			common.SysLog(common.LogText("Login database error for user %s: %v", username, err))
+			common.ApiErrorT(c, "Database error, please contact the administrator")
 		case errors.Is(err, model.ErrUserEmptyCredentials):
-			common.ApiErrorI18n(c, i18n.MsgInvalidParams)
+			common.ApiErrorT(c, "Invalid parameters")
 		default:
-			common.ApiErrorI18n(c, i18n.MsgUserUsernameOrPasswordError)
+			common.ApiErrorT(c, "Username or password is incorrect, or user has been banned")
 		}
 		return
 	}
@@ -163,7 +163,7 @@ func setupLogin(user *model.User, migration *service.LegacyGitHubMigration, c *g
 
 func setupLoginAtAuthVersion(user *model.User, expectedAuthVersion int64, c *gin.Context) {
 	if user == nil || user.Id <= 0 || user.Status != common.UserStatusEnabled {
-		common.ApiErrorI18n(c, i18n.MsgAuthUserBanned)
+		common.ApiErrorT(c, "User has been banned")
 		return
 	}
 	currentUser, err := model.GetSelfUserById(user.Id)
@@ -216,44 +216,44 @@ func writeLoginResponse(c *gin.Context, user *model.User, bundle *service.AuthBu
 
 func Register(c *gin.Context) {
 	if !common.RegisterEnabled {
-		common.ApiErrorI18n(c, i18n.MsgUserRegisterDisabled)
+		common.ApiErrorT(c, "New user registration has been disabled by administrator")
 		return
 	}
 	if !common.PasswordRegisterEnabled {
-		common.ApiErrorI18n(c, i18n.MsgUserPasswordRegisterDisabled)
+		common.ApiErrorT(c, "Password registration has been disabled by administrator, please use third-party account verification")
 		return
 	}
 	var user model.User
 	err := common.DecodeJson(c.Request.Body, &user)
 	if err != nil {
-		common.ApiErrorI18n(c, i18n.MsgInvalidParams)
+		common.ApiErrorT(c, "Invalid parameters")
 		return
 	}
 	user.Username = strings.TrimSpace(user.Username)
 	user.Email = model.NormalizeEmail(user.Email)
 	if user.Username == "" {
-		common.ApiErrorI18n(c, i18n.MsgInvalidParams)
+		common.ApiErrorT(c, "Invalid parameters")
 		return
 	}
 	if err := common.Validate.Struct(&user); err != nil {
-		common.ApiErrorI18n(c, i18n.MsgUserInputInvalid, map[string]any{"Error": err.Error()})
+		common.ApiErrorT(c, "Invalid input {{error}}", map[string]any{"error": err.Error()})
 		return
 	}
 	if common.EmailVerificationEnabled {
 		if user.Email == "" || user.VerificationCode == "" {
-			common.ApiErrorI18n(c, i18n.MsgUserEmailVerificationRequired)
+			common.ApiErrorT(c, "Email verification is enabled, please enter email address and verification code")
 			return
 		}
 		if !common.VerifyCodeWithKey(user.Email, user.VerificationCode, common.EmailVerificationPurpose) {
-			common.ApiErrorI18n(c, i18n.MsgUserVerificationCodeError)
+			common.ApiErrorT(c, "Verification code is incorrect or has expired")
 			return
 		}
 		if err := model.EnsureEmailAvailable(user.Email, 0); err != nil {
 			if errors.Is(err, model.ErrEmailAlreadyTaken) {
-				common.ApiErrorI18n(c, i18n.MsgUserEmailAlreadyTaken)
+				common.ApiErrorT(c, "Email address is already in use")
 				return
 			}
-			common.ApiErrorI18n(c, i18n.MsgDatabaseError)
+			common.ApiErrorT(c, "Database error, please contact the administrator")
 			return
 		}
 	}
@@ -263,12 +263,12 @@ func Register(c *gin.Context) {
 	}
 	exist, err := model.CheckUserExistOrDeleted(user.Username, emailForExistCheck)
 	if err != nil {
-		common.ApiErrorI18n(c, i18n.MsgDatabaseError)
-		common.SysLog(fmt.Sprintf("CheckUserExistOrDeleted error: %v", err))
+		common.ApiErrorT(c, "Database error, please contact the administrator")
+		common.SysLog(common.LogText("CheckUserExistOrDeleted error: %v", err))
 		return
 	}
 	if exist {
-		common.ApiErrorI18n(c, i18n.MsgUserExists)
+		common.ApiErrorT(c, "Username already exists or has been deleted")
 		return
 	}
 	affCode := user.AffCode // this code is the inviter's code, not the user's own code
@@ -285,7 +285,7 @@ func Register(c *gin.Context) {
 	}
 	if err := cleanUser.Insert(inviterId); err != nil {
 		if errors.Is(err, model.ErrEmailAlreadyTaken) {
-			common.ApiErrorI18n(c, i18n.MsgUserEmailAlreadyTaken)
+			common.ApiErrorT(c, "Email address is already in use")
 			return
 		}
 		common.ApiError(c, err)
@@ -295,21 +295,21 @@ func Register(c *gin.Context) {
 	// 获取插入后的用户ID
 	var insertedUser model.User
 	if err := model.DB.Where("username = ?", cleanUser.Username).First(&insertedUser).Error; err != nil {
-		common.ApiErrorI18n(c, i18n.MsgUserRegisterFailed)
+		common.ApiErrorT(c, "User registration failed or user ID retrieval failed")
 		return
 	}
 	// 生成默认令牌
 	if constant.GenerateDefaultToken {
 		key, err := common.GenerateKey()
 		if err != nil {
-			common.ApiErrorI18n(c, i18n.MsgUserDefaultTokenFailed)
-			common.SysLog("failed to generate token key: " + err.Error())
+			common.ApiErrorT(c, "Failed to generate default token")
+			common.SysLog(common.LogText("failed to generate token key: %s", err.Error()))
 			return
 		}
 		// 生成默认令牌
 		token := model.Token{
 			UserId:             insertedUser.Id, // 使用插入后的用户ID
-			Name:               cleanUser.Username + "的初始令牌",
+			Name:               i18n.T(c, i18n.MsgUserDefaultTokenName, map[string]any{"Username": cleanUser.Username}),
 			Key:                key,
 			CreatedTime:        common.GetTimestamp(),
 			AccessedTime:       common.GetTimestamp(),
@@ -322,7 +322,7 @@ func Register(c *gin.Context) {
 			token.Group = "auto"
 		}
 		if err := token.Insert(); err != nil {
-			common.ApiErrorI18n(c, i18n.MsgCreateDefaultTokenErr)
+			common.ApiErrorT(c, "Failed to create default token")
 			return
 		}
 	}
@@ -396,7 +396,7 @@ func GetUser(c *gin.Context) {
 	}
 	myRole := c.GetInt("role")
 	if !canManageTargetRole(myRole, user.Role) {
-		common.ApiErrorI18n(c, i18n.MsgUserNoPermissionSameLevel)
+		common.ApiErrorT(c, "No permission to access users of same or higher level")
 		return
 	}
 	user.AdminPermissions = authz.Capabilities(user.Id, user.Role)
@@ -429,11 +429,16 @@ func TransferAffQuota(c *gin.Context) {
 		return
 	}
 	err = user.TransferAffQuotaToQuota(tran.Quota)
-	if err != nil {
-		common.ApiErrorI18n(c, i18n.MsgUserTransferFailed, map[string]any{"Error": err.Error()})
+	var message *common.Message
+	if errors.As(err, &message) {
+		common.ApiError(c, err)
 		return
 	}
-	common.ApiSuccessI18n(c, i18n.MsgUserTransferSuccess, nil)
+	if err != nil {
+		common.ApiErrorT(c, "Transfer failed {{error}}", map[string]any{"error": err.Error()})
+		return
+	}
+	common.ApiSuccessT(c, "Transfer successful", nil)
 }
 
 func GetAffCode(c *gin.Context) {
@@ -446,10 +451,7 @@ func GetAffCode(c *gin.Context) {
 	if user.AffCode == "" {
 		user.AffCode = common.GetRandomString(4)
 		if err := user.Update(false); err != nil {
-			c.JSON(http.StatusOK, gin.H{
-				"success": false,
-				"message": err.Error(),
-			})
+			common.ApiError(c, err)
 			return
 		}
 	}
@@ -605,7 +607,7 @@ func generateDefaultSidebarConfig(userRole int) string {
 	// 转换为JSON字符串
 	configBytes, err := common.Marshal(defaultConfig)
 	if err != nil {
-		common.SysLog("生成默认边栏配置失败: " + err.Error())
+		common.SysLog(common.LogText("failed to generate the default sidebar config: %s", err.Error()))
 		return ""
 	}
 
@@ -650,16 +652,16 @@ func UpdateUser(c *gin.Context) {
 	var updatedUser model.User
 	err := common.DecodeJson(c.Request.Body, &updatedUser)
 	if err != nil || updatedUser.Id == 0 {
-		common.ApiErrorI18n(c, i18n.MsgInvalidParams)
+		common.ApiErrorT(c, "Invalid parameters")
 		return
 	}
 	updatedUser.Username = strings.TrimSpace(updatedUser.Username)
 	if updatedUser.Username == "" {
-		common.ApiErrorI18n(c, i18n.MsgInvalidParams)
+		common.ApiErrorT(c, "Invalid parameters")
 		return
 	}
 	if err := common.Validate.StructExcept(&updatedUser, "Password"); err != nil {
-		common.ApiErrorI18n(c, i18n.MsgUserInputInvalid, map[string]any{"Error": err.Error()})
+		common.ApiErrorT(c, "Invalid input {{error}}", map[string]any{"error": err.Error()})
 		return
 	}
 	originUser, err := model.GetUserById(updatedUser.Id, false)
@@ -668,16 +670,31 @@ func UpdateUser(c *gin.Context) {
 		return
 	}
 	if updatedUser.Role != common.RoleGuestUser && updatedUser.Role != originUser.Role {
-		common.ApiErrorI18n(c, i18n.MsgInvalidParams)
+		common.ApiErrorT(c, "Invalid parameters")
 		return
 	}
 	updatedUser.Role = originUser.Role
 	myRole := c.GetInt("role")
 	if !canManageTargetRole(myRole, originUser.Role) {
-		common.ApiErrorI18n(c, i18n.MsgUserNoPermissionHigherLevel)
+		common.ApiErrorT(c, "No permission to update users of same or higher permission level")
 		return
 	}
 	updatePassword := updatedUser.Password != ""
+	auditParams := map[string]any{
+		"username": originUser.Username,
+		"id":       updatedUser.Id,
+	}
+	// Resetting a password or rewriting the admin permission matrix changes what
+	// the managed account can do or who can sign in to it.
+	if updatePassword || updatedUser.AdminPermissions != nil {
+		authorization := requireAdminUserProof(c, service.VerificationScopeAdminUserUpdate, service.AdminUserContext{UserID: updatedUser.Id})
+		if authorization == nil {
+			return
+		}
+		auditParams["verification_method"] = authorization.Method
+		auditParams["password_reset"] = updatePassword
+		auditParams["admin_permissions_updated"] = updatedUser.AdminPermissions != nil
+	}
 	authzTouched := false
 	if err := model.DB.Transaction(func(tx *gorm.DB) error {
 		if err := updatedUser.EditWithTx(tx, updatePassword); err != nil {
@@ -706,10 +723,7 @@ func UpdateUser(c *gin.Context) {
 		common.ApiError(c, err)
 		return
 	}
-	recordManageAuditFor(c, updatedUser.Id, "user.update", map[string]any{
-		"username": originUser.Username,
-		"id":       updatedUser.Id,
-	})
+	recordManageAuditFor(c, updatedUser.Id, "user.update", auditParams)
 	c.JSON(http.StatusOK, gin.H{
 		"success": true,
 		"message": "",
@@ -720,13 +734,13 @@ func UpdateUser(c *gin.Context) {
 func AdminClearUserBinding(c *gin.Context) {
 	id, err := strconv.Atoi(c.Param("id"))
 	if err != nil {
-		common.ApiErrorI18n(c, i18n.MsgInvalidParams)
+		common.ApiErrorT(c, "Invalid parameters")
 		return
 	}
 
 	bindingType := strings.ToLower(strings.TrimSpace(c.Param("binding_type")))
 	if bindingType == "" {
-		common.ApiErrorI18n(c, i18n.MsgInvalidParams)
+		common.ApiErrorT(c, "Invalid parameters")
 		return
 	}
 
@@ -738,7 +752,11 @@ func AdminClearUserBinding(c *gin.Context) {
 
 	myRole := c.GetInt("role")
 	if !canManageTargetRole(myRole, user.Role) {
-		common.ApiErrorI18n(c, i18n.MsgUserNoPermissionSameLevel)
+		common.ApiErrorT(c, "No permission to access users of same or higher level")
+		return
+	}
+	authorization := requireAdminUserProof(c, service.VerificationScopeAdminUserBindingClear, service.AdminUserBindingContext{UserID: user.Id, BindingType: bindingType})
+	if authorization == nil {
 		return
 	}
 
@@ -748,8 +766,9 @@ func AdminClearUserBinding(c *gin.Context) {
 	}
 
 	recordManageAuditFor(c, user.Id, "user.binding_clear", map[string]any{
-		"bindingType": bindingType,
-		"username":    user.Username,
+		"bindingType":         bindingType,
+		"username":            user.Username,
+		"verification_method": authorization.Method,
 	})
 
 	c.JSON(http.StatusOK, gin.H{
@@ -761,7 +780,7 @@ func AdminClearUserBinding(c *gin.Context) {
 func UpdateSelf(c *gin.Context) {
 	var requestData map[string]any
 	if err := common.DecodeJson(c.Request.Body, &requestData); err != nil {
-		common.ApiErrorI18n(c, i18n.MsgInvalidParams)
+		common.ApiErrorT(c, "Invalid parameters")
 		return
 	}
 
@@ -794,11 +813,11 @@ func UpdateSelf(c *gin.Context) {
 		}
 
 		if err := model.UpdateUserSetting(user.Id, currentSetting); err != nil {
-			common.ApiErrorI18n(c, i18n.MsgUpdateFailed)
+			common.ApiErrorT(c, "Update failed")
 			return
 		}
 
-		common.ApiSuccessI18n(c, i18n.MsgUpdateSuccess, nil)
+		common.ApiSuccessT(c, "Update successful", nil)
 		return
 	}
 
@@ -820,11 +839,11 @@ func UpdateSelf(c *gin.Context) {
 		}
 
 		if err := model.UpdateUserSetting(user.Id, currentSetting); err != nil {
-			common.ApiErrorI18n(c, i18n.MsgUpdateFailed)
+			common.ApiErrorT(c, "Update failed")
 			return
 		}
 
-		common.ApiSuccessI18n(c, i18n.MsgUpdateSuccess, nil)
+		common.ApiSuccessT(c, "Update successful", nil)
 		return
 	}
 
@@ -832,16 +851,16 @@ func UpdateSelf(c *gin.Context) {
 	var user model.User
 	requestDataBytes, err := common.Marshal(requestData)
 	if err != nil {
-		common.ApiErrorI18n(c, i18n.MsgInvalidParams)
+		common.ApiErrorT(c, "Invalid parameters")
 		return
 	}
 	if err = common.Unmarshal(requestDataBytes, &user); err != nil {
-		common.ApiErrorI18n(c, i18n.MsgInvalidParams)
+		common.ApiErrorT(c, "Invalid parameters")
 		return
 	}
 
 	if err := common.Validate.StructExcept(&user, "Password"); err != nil {
-		common.ApiErrorI18n(c, i18n.MsgInvalidInput)
+		common.ApiErrorT(c, "Invalid input")
 		return
 	}
 
@@ -852,7 +871,7 @@ func UpdateSelf(c *gin.Context) {
 		DisplayName: user.DisplayName,
 	}
 	if user.Password != "" {
-		identity, ok := middleware.GetSessionAuthIdentity(c)
+		identity, ok := middleware.GetStepUpIdentity(c)
 		if !ok {
 			writeSecurityOperationError(c, service.ErrAuthTokenInvalid)
 			return
@@ -876,7 +895,7 @@ func UpdateSelf(c *gin.Context) {
 			return
 		}
 		succeeded = true
-		notificationFailed = service.NotifyAccountSecurityChange(current.Email, "Password updated") != nil
+		notificationFailed = service.NotifyAccountSecurityChange(service.AccountMailLanguage(c, current.Id), current.Email, i18n.MsgSecurityEventPasswordUpdated) != nil
 		if err := model.PublishUserAuthCache(cleanUser.Id); err != nil {
 			writeSecurityOperationError(c, err)
 			return
@@ -886,17 +905,13 @@ func UpdateSelf(c *gin.Context) {
 			writeSecurityOperationError(c, err)
 			return
 		}
+		data := authRotationData(bundle)
+		data["has_password"] = true
+		data["notification_warning"] = notificationFailed
 		c.JSON(http.StatusOK, gin.H{
 			"success": true,
 			"message": "",
-			"data": gin.H{
-				"access_token":         bundle.AccessToken,
-				"token_type":           bundle.TokenType,
-				"access_expires_at":    bundle.AccessExpiresAt,
-				"session":              bundle.Session,
-				"has_password":         true,
-				"notification_warning": notificationFailed,
-			},
+			"data":    data,
 		})
 		return
 	}
@@ -922,17 +937,23 @@ func DeleteUser(c *gin.Context) {
 	}
 	myRole := c.GetInt("role")
 	if myRole <= originUser.Role {
-		common.ApiErrorI18n(c, i18n.MsgUserNoPermissionHigherLevel)
+		common.ApiErrorT(c, "No permission to update users of same or higher permission level")
 		return
 	}
-	err = model.HardDeleteUserById(id)
+	authorization := requireAdminUserProof(c, service.VerificationScopeAdminUserDelete, service.AdminUserContext{UserID: originUser.Id})
+	if authorization == nil {
+		return
+	}
+	revokedAccessTokens, err := model.HardDeleteUserById(id)
 	if err != nil {
 		common.ApiError(c, err)
 		return
 	}
 	recordManageAuditFor(c, originUser.Id, "user.delete", map[string]any{
-		"username": originUser.Username,
-		"id":       originUser.Id,
+		"username":              originUser.Username,
+		"id":                    originUser.Id,
+		"verification_method":   authorization.Method,
+		"revoked_access_tokens": revokedAccessTokens,
 	})
 	c.JSON(http.StatusOK, gin.H{
 		"success": true,
@@ -944,16 +965,22 @@ func DeleteUser(c *gin.Context) {
 func DeleteSelf(c *gin.Context) {
 	setAuthNoStore(c)
 	succeeded := false
+	var revokedAccessTokens int64
 	defer func() {
-		recordUserSecurityAudit(c, c.GetInt("id"), "user.account_delete", map[string]any{"success": succeeded})
+		params := map[string]any{"success": succeeded}
+		if succeeded {
+			params["revoked_access_tokens"] = revokedAccessTokens
+		}
+		recordUserSecurityAudit(c, c.GetInt("id"), "user.account_delete", params)
 	}()
 	if middleware.RequireSecurityProof(c, service.VerificationOperation{Scope: service.VerificationScopeAccountDelete}) == nil {
 		return
 	}
-	identity, _ := middleware.GetSessionAuthIdentity(c)
-	if err := model.DeleteUserForSession(identity); err != nil {
+	identity, _ := middleware.GetStepUpIdentity(c)
+	var err error
+	if revokedAccessTokens, err = model.DeleteUserForSession(identity); err != nil {
 		if errors.Is(err, model.ErrCannotDeleteRootUser) {
-			common.ApiErrorI18n(c, i18n.MsgUserCannotDeleteRootUser)
+			common.ApiErrorT(c, "Cannot delete super administrator account")
 			return
 		}
 		writeSecurityOperationError(c, err)
@@ -973,11 +1000,15 @@ func CreateUser(c *gin.Context) {
 	err := common.DecodeJson(c.Request.Body, &user)
 	user.Username = strings.TrimSpace(user.Username)
 	if err != nil || user.Username == "" || user.Password == "" {
-		common.ApiErrorI18n(c, i18n.MsgInvalidParams)
+		common.ApiErrorT(c, "Invalid parameters")
 		return
 	}
 	if err := common.Validate.Struct(&user); err != nil {
-		common.ApiErrorI18n(c, i18n.MsgUserInputInvalid, map[string]any{"Error": err.Error()})
+		common.ApiErrorT(c, "Invalid input {{error}}", map[string]any{"error": err.Error()})
+		return
+	}
+	if !common.IsValidateRole(user.Role) {
+		common.ApiErrorT(c, "Invalid parameters")
 		return
 	}
 	if user.DisplayName == "" {
@@ -985,9 +1016,18 @@ func CreateUser(c *gin.Context) {
 	}
 	myRole := c.GetInt("role")
 	if user.Role >= myRole {
-		common.ApiErrorI18n(c, i18n.MsgUserCannotCreateHigherLevel)
+		common.ApiErrorT(c, "Cannot create users with permission level equal to or higher than yourself")
 		return
 	}
+	auditParams := map[string]any{"role": user.Role}
+	// Creating an administrator grants privilege just like promoting one.
+	if user.Role >= common.RoleAdminUser {
+		authorization := requireAdminUserProof(c, service.VerificationScopeAdminUserCreate, service.AdminUserCreateContext{Role: user.Role})
+		if authorization == nil {
+			return
+		}
+		auditParams["verification_method"] = authorization.Method
+	}
 	// Even for admin users, we cannot fully trust them!
 	cleanUser := model.User{
 		Username:    user.Username,
@@ -1015,10 +1055,8 @@ func CreateUser(c *gin.Context) {
 	}
 	cleanUser.FinishInsert(0)
 
-	recordManageAuditFor(c, cleanUser.Id, "user.create", map[string]any{
-		"username": cleanUser.Username,
-		"role":     cleanUser.Role,
-	})
+	auditParams["username"] = cleanUser.Username
+	recordManageAuditFor(c, cleanUser.Id, "user.create", auditParams)
 	c.JSON(http.StatusOK, gin.H{
 		"success": true,
 		"message": "",
@@ -1055,7 +1093,7 @@ func ManageUser(c *gin.Context) {
 	err := common.DecodeJson(c.Request.Body, &req)
 
 	if err != nil {
-		common.ApiErrorI18n(c, i18n.MsgInvalidParams)
+		common.ApiErrorT(c, "Invalid parameters")
 		return
 	}
 	if req.Action == "add_quota" {
@@ -1068,44 +1106,48 @@ func ManageUser(c *gin.Context) {
 	// Fill attributes
 	model.DB.Unscoped().Where(&user).First(&user)
 	if user.Id == 0 {
-		common.ApiErrorI18n(c, i18n.MsgUserNotExists)
+		common.ApiErrorT(c, "User does not exist")
 		return
 	}
 	myRole := c.GetInt("role")
 	if !canManageTargetRole(myRole, user.Role) {
-		common.ApiErrorI18n(c, i18n.MsgUserNoPermissionHigherLevel)
+		common.ApiErrorT(c, "No permission to update users of same or higher permission level")
 		return
 	}
 	switch req.Action {
 	case "disable":
 		user.Status = common.UserStatusDisabled
 		if user.Role == common.RoleRootUser {
-			common.ApiErrorI18n(c, i18n.MsgUserCannotDisableRootUser)
+			common.ApiErrorT(c, "Cannot disable super administrator user")
 			return
 		}
 	case "enable":
 		user.Status = common.UserStatusEnabled
 	case "delete":
 		if user.Role == common.RoleRootUser {
-			common.ApiErrorI18n(c, i18n.MsgUserCannotDeleteRootUser)
+			common.ApiErrorT(c, "Cannot delete super administrator account")
 			return
 		}
-		if err := user.Delete(); err != nil {
-			c.JSON(http.StatusOK, gin.H{
-				"success": false,
-				"message": err.Error(),
-			})
+		authorization := requireAdminUserProof(c, service.VerificationScopeAdminUserDelete, service.AdminUserContext{UserID: user.Id})
+		if authorization == nil {
+			return
+		}
+		revokedAccessTokens, err := user.Delete()
+		if err != nil {
+			common.ApiError(c, err)
 			return
 		}
 		// 删除用户后，强制清理 Redis 中所有该用户令牌的缓存，
 		// 避免已缓存的令牌在 TTL 过期前仍能通过 TokenAuth 校验。
 		if err := model.InvalidateUserTokensCache(user.Id); err != nil {
-			common.SysLog(fmt.Sprintf("failed to invalidate tokens cache for user %d: %s", user.Id, err.Error()))
+			common.SysLog(common.LogText("failed to invalidate tokens cache for user %d: %s", user.Id, err.Error()))
 		}
 		recordManageAuditFor(c, user.Id, "user.manage", map[string]any{
-			"action":   req.Action,
-			"username": user.Username,
-			"id":       user.Id,
+			"action":                req.Action,
+			"username":              user.Username,
+			"id":                    user.Id,
+			"verification_method":   authorization.Method,
+			"revoked_access_tokens": revokedAccessTokens,
 		})
 		c.JSON(http.StatusOK, gin.H{
 			"success": true,
@@ -1114,29 +1156,33 @@ func ManageUser(c *gin.Context) {
 		return
 	case "promote":
 		if myRole != common.RoleRootUser {
-			common.ApiErrorI18n(c, i18n.MsgUserAdminCannotPromote)
+			common.ApiErrorT(c, "Regular administrators cannot promote other users to administrator")
 			return
 		}
 		if user.Role >= common.RoleAdminUser {
-			common.ApiErrorI18n(c, i18n.MsgUserAlreadyAdmin)
+			common.ApiErrorT(c, "This user is already an administrator")
 			return
 		}
 		user.Role = common.RoleAdminUser
 	case "demote":
 		if user.Role == common.RoleRootUser {
-			common.ApiErrorI18n(c, i18n.MsgUserCannotDemoteRootUser)
+			common.ApiErrorT(c, "Cannot demote super administrator user")
 			return
 		}
 		if user.Role == common.RoleCommonUser {
-			common.ApiErrorI18n(c, i18n.MsgUserAlreadyCommon)
+			common.ApiErrorT(c, "This user is already a common user")
 			return
 		}
 		user.Role = common.RoleCommonUser
 	default:
-		common.ApiErrorI18n(c, i18n.MsgInvalidParams)
+		common.ApiErrorT(c, "Invalid parameters")
 		return
 	}
 
+	authorization := requireAdminUserProof(c, service.VerificationScopeAdminUserManage, service.AdminUserManageContext{UserID: user.Id, Action: req.Action})
+	if authorization == nil {
+		return
+	}
 	if req.Action == "demote" {
 		if err := model.DB.Transaction(func(tx *gorm.DB) error {
 			if err := user.UpdateWithTx(tx, false); err != nil {
@@ -1170,12 +1216,13 @@ func ManageUser(c *gin.Context) {
 	// explicit invalidation; deleting the user hash here would discard the
 	// freshly published auth-version floor.
 	if err := model.InvalidateUserTokensCache(user.Id); err != nil {
-		common.SysLog(fmt.Sprintf("failed to invalidate tokens cache for user %d: %s", user.Id, err.Error()))
+		common.SysLog(common.LogText("failed to invalidate tokens cache for user %d: %s", user.Id, err.Error()))
 	}
 	recordManageAuditFor(c, user.Id, "user.manage", map[string]any{
-		"action":   req.Action,
-		"username": user.Username,
-		"id":       user.Id,
+		"action":              req.Action,
+		"username":            user.Username,
+		"id":                  user.Id,
+		"verification_method": authorization.Method,
 	})
 	clearUser := model.User{
 		Role:   user.Role,
@@ -1236,14 +1283,14 @@ func getTopUpLock(userID int) *topUpTryLock {
 
 func TopUp(c *gin.Context) {
 	if !operation_setting.IsPaymentComplianceConfirmed() {
-		common.ApiErrorI18n(c, i18n.MsgPaymentComplianceRequired)
+		common.ApiErrorT(c, "Payment, redemption, subscription, and invitation reward features are disabled. The administrator must confirm compliance terms before enabling them.")
 		return
 	}
 
 	id := c.GetInt("id")
 	lock := getTopUpLock(id)
 	if !lock.TryLock() {
-		common.ApiErrorI18n(c, i18n.MsgUserTopUpProcessing)
+		common.ApiErrorT(c, "Top-up is processing, please try again later")
 		return
 	}
 	defer lock.Unlock()
@@ -1256,8 +1303,8 @@ func TopUp(c *gin.Context) {
 	quota, err := model.Redeem(req.Key, id)
 	if err != nil {
 		// 不向用户暴露兑换失败的细分原因，避免攻击者根据错误类型判断兑换码状态。
-		common.ApiErrorI18n(c, i18n.MsgRedeemFailed)
-		logger.LogError(c, fmt.Sprintf("failed to redeem key %s for user %d: %s", req.Key, id, err.Error()))
+		common.ApiErrorT(c, "Redemption failed, please try again later")
+		logger.LogError(c, common.LogText("failed to redeem key %s for user %d: %s", req.Key, id, err.Error()))
 		return
 	}
 	c.JSON(http.StatusOK, gin.H{
@@ -1286,31 +1333,31 @@ type UpdateUserSettingRequest struct {
 func UpdateUserSetting(c *gin.Context) {
 	var req UpdateUserSettingRequest
 	if err := c.ShouldBindJSON(&req); err != nil {
-		common.ApiErrorI18n(c, i18n.MsgInvalidParams)
+		common.ApiErrorT(c, "Invalid parameters")
 		return
 	}
 
 	// 验证预警类型
 	if req.QuotaWarningType != dto.NotifyTypeEmail && req.QuotaWarningType != dto.NotifyTypeWebhook && req.QuotaWarningType != dto.NotifyTypeBark && req.QuotaWarningType != dto.NotifyTypeGotify {
-		common.ApiErrorI18n(c, i18n.MsgSettingInvalidType)
+		common.ApiErrorT(c, "Invalid warning type")
 		return
 	}
 
 	// 验证预警阈值
 	if req.QuotaWarningThreshold <= 0 {
-		common.ApiErrorI18n(c, i18n.MsgQuotaThresholdGtZero)
+		common.ApiErrorT(c, "Warning threshold must be greater than 0")
 		return
 	}
 
 	// 如果是webhook类型,验证webhook地址
 	if req.QuotaWarningType == dto.NotifyTypeWebhook {
 		if req.WebhookUrl == "" {
-			common.ApiErrorI18n(c, i18n.MsgSettingWebhookEmpty)
+			common.ApiErrorT(c, "Webhook URL cannot be empty")
 			return
 		}
 		// 验证URL格式
 		if _, err := url.ParseRequestURI(req.WebhookUrl); err != nil {
-			common.ApiErrorI18n(c, i18n.MsgSettingWebhookInvalid)
+			common.ApiErrorT(c, "Invalid Webhook URL")
 			return
 		}
 	}
@@ -1319,7 +1366,7 @@ func UpdateUserSetting(c *gin.Context) {
 	if req.QuotaWarningType == dto.NotifyTypeEmail && req.NotificationEmail != "" {
 		// 验证邮箱格式
 		if !strings.Contains(req.NotificationEmail, "@") {
-			common.ApiErrorI18n(c, i18n.MsgSettingEmailInvalid)
+			common.ApiErrorT(c, "Invalid email address")
 			return
 		}
 	}
@@ -1327,17 +1374,17 @@ func UpdateUserSetting(c *gin.Context) {
 	// 如果是Bark类型，验证Bark URL
 	if req.QuotaWarningType == dto.NotifyTypeBark {
 		if req.BarkUrl == "" {
-			common.ApiErrorI18n(c, i18n.MsgSettingBarkUrlEmpty)
+			common.ApiErrorT(c, "Bark push URL cannot be empty")
 			return
 		}
 		// 验证URL格式
 		if _, err := url.ParseRequestURI(req.BarkUrl); err != nil {
-			common.ApiErrorI18n(c, i18n.MsgSettingBarkUrlInvalid)
+			common.ApiErrorT(c, "Invalid Bark push URL")
 			return
 		}
 		// 检查是否是HTTP或HTTPS
 		if !strings.HasPrefix(req.BarkUrl, "https://") && !strings.HasPrefix(req.BarkUrl, "http://") {
-			common.ApiErrorI18n(c, i18n.MsgSettingUrlMustHttp)
+			common.ApiErrorT(c, "URL must start with http:// or https://")
 			return
 		}
 	}
@@ -1345,21 +1392,21 @@ func UpdateUserSetting(c *gin.Context) {
 	// 如果是Gotify类型，验证Gotify URL和Token
 	if req.QuotaWarningType == dto.NotifyTypeGotify {
 		if req.GotifyUrl == "" {
-			common.ApiErrorI18n(c, i18n.MsgSettingGotifyUrlEmpty)
+			common.ApiErrorT(c, "Gotify server URL cannot be empty")
 			return
 		}
 		if req.GotifyToken == "" {
-			common.ApiErrorI18n(c, i18n.MsgSettingGotifyTokenEmpty)
+			common.ApiErrorT(c, "Gotify token cannot be empty")
 			return
 		}
 		// 验证URL格式
 		if _, err := url.ParseRequestURI(req.GotifyUrl); err != nil {
-			common.ApiErrorI18n(c, i18n.MsgSettingGotifyUrlInvalid)
+			common.ApiErrorT(c, "Invalid Gotify server URL")
 			return
 		}
 		// 检查是否是HTTP或HTTPS
 		if !strings.HasPrefix(req.GotifyUrl, "https://") && !strings.HasPrefix(req.GotifyUrl, "http://") {
-			common.ApiErrorI18n(c, i18n.MsgSettingUrlMustHttp)
+			common.ApiErrorT(c, "URL must start with http:// or https://")
 			return
 		}
 	}
@@ -1421,9 +1468,9 @@ func UpdateUserSetting(c *gin.Context) {
 
 	// 更新用户设置
 	if err := model.UpdateUserSetting(user.Id, settings); err != nil {
-		common.ApiErrorI18n(c, i18n.MsgUpdateFailed)
+		common.ApiErrorT(c, "Update failed")
 		return
 	}
 
-	common.ApiSuccessI18n(c, i18n.MsgSettingSaved, nil)
+	common.ApiSuccessT(c, "Settings updated", nil)
 }
diff --git a/controller/user_manage_test.go b/controller/user_manage_test.go
index 41db6bb..ef7c77d 100644
--- a/controller/user_manage_test.go
+++ b/controller/user_manage_test.go
@@ -17,6 +17,8 @@ import (
 	"github.com/QuantumNous/new-api/i18n"
 	"github.com/QuantumNous/new-api/middleware"
 	"github.com/QuantumNous/new-api/model"
+	"github.com/QuantumNous/new-api/relaykit/dto"
+	"github.com/QuantumNous/new-api/service"
 	"github.com/QuantumNous/new-api/service/authz"
 	"github.com/alicebob/miniredis/v2"
 	"github.com/go-redis/redis/v8"
@@ -31,7 +33,7 @@ func setupManageUserTestDB(t *testing.T) *gorm.DB {
 	t.Helper()
 	require.NoError(t, i18n.Init())
 	previousDB, previousLogDB := model.DB, model.LOG_DB
-	previousRedisEnabled := common.RedisEnabled
+	previousRedisEnabled, previousSecret := common.RedisEnabled, common.SessionSecret
 	previousMainDatabaseType, previousLogDatabaseType := common.MainDatabaseType(), common.LogDatabaseType()
 	dialect := os.Getenv("TEST_MANAGE_USER_DIALECT")
 	if dialect == "" {
@@ -49,11 +51,12 @@ func setupManageUserTestDB(t *testing.T) *gorm.DB {
 	}
 	model.DB, model.LOG_DB = db, logDB
 	common.RedisEnabled = false
+	common.SessionSecret = "manage-user-test-secret"
 	common.SetDatabaseTypes(databaseTypes[dialect], databaseTypes[dialect])
 
 	t.Cleanup(func() {
 		model.DB, model.LOG_DB = previousDB, previousLogDB
-		common.RedisEnabled = previousRedisEnabled
+		common.RedisEnabled, common.SessionSecret = previousRedisEnabled, previousSecret
 		common.SetDatabaseTypes(previousMainDatabaseType, previousLogDatabaseType)
 		sqlDB, err := db.DB()
 		if err == nil {
@@ -66,7 +69,7 @@ func setupManageUserTestDB(t *testing.T) *gorm.DB {
 			}
 		}
 	})
-	require.NoError(t, db.AutoMigrate(&model.User{}, &model.UserSession{}, &model.CasbinRule{}, &model.AuthzRole{}))
+	require.NoError(t, db.AutoMigrate(&model.User{}, &model.UserSession{}, &model.CasbinRule{}, &model.AuthzRole{}, &model.AuthFlow{}, &model.TwoFA{}, &model.PasskeyCredential{}, &model.UserAccessToken{}))
 	require.NoError(t, logDB.AutoMigrate(&model.Log{}, &model.AuditLog{}))
 	versionQuery := "SELECT version()"
 	if dialect == "sqlite" {
@@ -79,20 +82,50 @@ func setupManageUserTestDB(t *testing.T) *gorm.DB {
 }
 
 func performManageUserRequest(t *testing.T, body string) *httptest.ResponseRecorder {
+	t.Helper()
+	return performVerifiedManageUserRequest(t, body, service.AuthIdentity{UserID: 9999}, "")
+}
+
+// performVerifiedManageUserRequest drives ManageUser as the root operator from
+// a dashboard login session, carrying the step-up proof status or role changes need.
+func performVerifiedManageUserRequest(t *testing.T, body string, identity service.AuthIdentity, proof string) *httptest.ResponseRecorder {
 	t.Helper()
 	gin.SetMode(gin.TestMode)
 	recorder := httptest.NewRecorder()
 	c, _ := gin.CreateTestContext(recorder)
 	c.Request = httptest.NewRequest(http.MethodPost, "/api/user/manage", strings.NewReader(body))
 	c.Request.Header.Set("Content-Type", "application/json")
-	c.Set("id", 9999)
+	if proof != "" {
+		c.Request.Header.Set("X-Security-Proof", proof)
+	}
+	c.Set("id", identity.UserID)
 	c.Set("role", common.RoleRootUser)
 	c.Set("username", "root-operator")
+	c.Set("session_id", identity.SessionID)
+	c.Set("auth_version", identity.UserAuthVersion)
+	c.Set("session_version", identity.SessionVersion)
 	c.Set(common.RequestIdKey, "quota-test-request")
 	ManageUser(c)
 	return recorder
 }
 
+// manageUserProof signs the root operator in and issues a password-method proof
+// bound to one ManageUser operation.
+func manageUserProof(t *testing.T, db *gorm.DB, operation service.VerificationOperation) (service.AuthIdentity, string) {
+	t.Helper()
+	operator := createQuotaTestOperator(t, db, common.RoleRootUser)
+	require.NoError(t, model.PublishUserAuthCache(operator.Id))
+	bundle, err := service.CreateLoginSession(operator.Id, "password", "127.0.0.1", "manage-user-test")
+	require.NoError(t, err)
+	identity, err := service.ParseAccessToken(bundle.AccessToken)
+	require.NoError(t, err)
+	binding, err := service.BindVerificationOperation(operation)
+	require.NoError(t, err)
+	proof, _, err := service.IssueSecurityProof(identity, service.VerificationMethodPassword, binding)
+	require.NoError(t, err)
+	return identity, proof
+}
+
 func TestManageUserDisableAdvancesAuthVersionOnceAndRevokesSession(t *testing.T) {
 	db := setupManageUserTestDB(t)
 	now := time.Now().Unix()
@@ -107,7 +140,8 @@ func TestManageUserDisableAdvancesAuthVersionOnceAndRevokesSession(t *testing.T)
 		LastActiveAt: now, ExpiresAt: now + 3600,
 	}).Error)
 
-	recorder := performManageUserRequest(t, fmt.Sprintf(`{"id":%d,"action":"disable"}`, user.Id))
+	identity, proof := manageUserProof(t, db, service.VerificationOperation{Scope: service.VerificationScopeAdminUserManage, Context: []byte(fmt.Sprintf(`{"user_id":%d,"action":"disable"}`, user.Id))})
+	recorder := performVerifiedManageUserRequest(t, fmt.Sprintf(`{"id":%d,"action":"disable"}`, user.Id), identity, proof)
 	assert.Equal(t, http.StatusOK, recorder.Code)
 	assert.Contains(t, recorder.Body.String(), `"success":true`)
 
@@ -148,7 +182,8 @@ func TestManageUserDemoteAdvancesAuthVersionAndRevokesSessionsOnce(t *testing.T)
 		}
 	}))
 
-	recorder := performManageUserRequest(t, fmt.Sprintf(`{"id":%d,"action":"demote"}`, user.Id))
+	identity, proof := manageUserProof(t, db, service.VerificationOperation{Scope: service.VerificationScopeAdminUserManage, Context: []byte(fmt.Sprintf(`{"user_id":%d,"action":"demote"}`, user.Id))})
+	recorder := performVerifiedManageUserRequest(t, fmt.Sprintf(`{"id":%d,"action":"demote"}`, user.Id), identity, proof)
 	assert.Equal(t, http.StatusOK, recorder.Code)
 	assert.Contains(t, recorder.Body.String(), `"success":true`)
 
@@ -174,7 +209,8 @@ func TestManageUserDeleteReturnsImmediatelyAndUnknownActionFails(t *testing.T) {
 	}
 	require.NoError(t, db.Create(&deleted).Error)
 
-	recorder := performManageUserRequest(t, fmt.Sprintf(`{"id":%d,"action":"delete"}`, deleted.Id))
+	identity, proof := manageUserProof(t, db, service.VerificationOperation{Scope: service.VerificationScopeAdminUserDelete, Context: []byte(fmt.Sprintf(`{"user_id":%d}`, deleted.Id))})
+	recorder := performVerifiedManageUserRequest(t, fmt.Sprintf(`{"id":%d,"action":"delete"}`, deleted.Id), identity, proof)
 	assert.Contains(t, recorder.Body.String(), `"success":true`)
 	var deletedCount int64
 	require.NoError(t, db.Unscoped().Model(&model.User{}).Where("id = ? AND deleted_at IS NOT NULL", deleted.Id).Count(&deletedCount).Error)
@@ -197,7 +233,7 @@ func createQuotaTestOperator(t *testing.T, db *gorm.DB, role int) model.User {
 	if role == 0 {
 		role = common.RoleRootUser
 	}
-	operator := model.User{Id: 9999, Username: "root-operator", Role: role, Status: common.UserStatusEnabled, AuthVersion: 1, AffCode: "root-operator-aff"}
+	operator := model.User{Id: 9999, Username: "root-operator", Password: "root-operator-hash", Role: role, Status: common.UserStatusEnabled, AuthVersion: 1, AffCode: "root-operator-aff"}
 	require.NoError(t, db.Create(&operator).Error)
 	return operator
 }
@@ -227,7 +263,7 @@ func TestManageUserQuotaRecordsTopupAndAudit(t *testing.T) {
 			require.NoError(t, db.First(&user, user.Id).Error)
 			assert.Equal(t, tc.wantQuota, user.Quota)
 
-			logs, total, err := model.GetAllLogs(model.LogTypeTopup, 0, 0, "", "", "", 0, 20, 0, "", "", "")
+			logs, total, err := model.GetAllLogs(model.LogFilter{Type: model.LogTypeTopup}, 0, 20)
 			require.NoError(t, err)
 			assert.EqualValues(t, 1, total)
 			require.Len(t, logs, 1)
@@ -239,7 +275,7 @@ func TestManageUserQuotaRecordsTopupAndAudit(t *testing.T) {
 			require.NoError(t, common.UnmarshalJsonStr(logs[0].Other, &other))
 			assert.Equal(t, &model.AuditAdminInfo{AdminID: 9999, AdminUsername: "root-operator", AdminRole: common.RoleRootUser, AuthMethod: "session"}, other.AdminInfo)
 
-			logs, total, err = model.GetUserLogs(user.Id, model.LogTypeTopup, 0, 0, "", "", 0, 20, "", "", "")
+			logs, total, err = model.GetUserLogs(user.Id, model.LogFilter{Type: model.LogTypeTopup}, 0, 20)
 			require.NoError(t, err)
 			assert.EqualValues(t, 1, total)
 			require.Len(t, logs, 1)
@@ -260,7 +296,7 @@ func TestManageUserQuotaRecordsTopupAndAudit(t *testing.T) {
 			assert.Equal(t, "quota-test-request", logs[0].RequestId)
 			assert.Empty(t, logs[0].Ip, "recipient logs must not disclose the administrator IP")
 
-			logs, total, err = model.GetUserLogs(9999, model.LogTypeTopup, 0, 0, "", "", 0, 20, "", "", "")
+			logs, total, err = model.GetUserLogs(9999, model.LogFilter{Type: model.LogTypeTopup}, 0, 20)
 			require.NoError(t, err)
 			assert.Zero(t, total)
 			assert.Empty(t, logs)
@@ -606,3 +642,85 @@ func TestManageUserQuotaCacheUsesCommittedIntegerDifference(t *testing.T) {
 		})
 	}
 }
+
+// Saving notification settings starts from what the user stored: fields the
+// form does not manage stay, and switches an older client leaves out keep
+// their stored values. Only administrators change the channel and upstream
+// switches, and a threshold of 0 means the site default.
+func TestUpdateUserSettingKeepsWhatTheRequestLeavesOut(t *testing.T) {
+	on, off := true, false
+	stored := dto.UserSetting{
+		NotifyType:                       dto.NotifyTypeBark,
+		BarkUrl:                          "https://api.day.app/key/{{title}}/{{content}}",
+		QuotaWarningThreshold:            500000,
+		QuotaWarningEnabled:              &off,
+		ChannelNotifyEnabled:             &on,
+		UpstreamModelUpdateNotifyEnabled: true,
+		Language:                         "zhCN",
+		SidebarModules:                   `{"chat":{"enabled":true}}`,
+		BillingPreference:                "wallet_only",
+	}
+	kept := func(setting dto.UserSetting) dto.UserSetting {
+		setting.Language, setting.SidebarModules, setting.BillingPreference = stored.Language, stored.SidebarModules, stored.BillingPreference
+		return setting
+	}
+	switchesChanged := `{"notify_type":"email","quota_warning_threshold":0,"quota_warning_enabled":true,"channel_notify_enabled":false,"upstream_model_update_notify_enabled":false}`
+	for _, tc := range []struct {
+		name        string
+		role        int
+		body        string
+		wantSuccess bool
+		want        dto.UserSetting
+	}{
+		{
+			name:        "older client without the new switches",
+			role:        common.RoleAdminUser,
+			body:        `{"notify_type":"webhook","quota_warning_threshold":2000,"webhook_url":"https://example.com/hook","webhook_secret":"hook-secret","accept_unset_model_ratio_model":true,"record_ip_log":true}`,
+			wantSuccess: true,
+			want: kept(dto.UserSetting{
+				NotifyType: dto.NotifyTypeWebhook, WebhookUrl: "https://example.com/hook", WebhookSecret: "hook-secret",
+				QuotaWarningThreshold: 2000, QuotaWarningEnabled: &off, ChannelNotifyEnabled: &on, UpstreamModelUpdateNotifyEnabled: true,
+				AcceptUnsetRatioModel: true, RecordIpLog: true,
+			}),
+		},
+		{
+			name:        "administrator changes the switches and uses the site default threshold",
+			role:        common.RoleAdminUser,
+			body:        switchesChanged,
+			wantSuccess: true,
+			want:        kept(dto.UserSetting{NotifyType: dto.NotifyTypeEmail, QuotaWarningEnabled: &on, ChannelNotifyEnabled: &off}),
+		},
+		{
+			name:        "user cannot change the administrator switches",
+			role:        common.RoleCommonUser,
+			body:        switchesChanged,
+			wantSuccess: true,
+			want:        kept(dto.UserSetting{NotifyType: dto.NotifyTypeEmail, QuotaWarningEnabled: &on, ChannelNotifyEnabled: &on, UpstreamModelUpdateNotifyEnabled: true}),
+		},
+		{
+			name: "negative threshold",
+			role: common.RoleCommonUser,
+			body: `{"notify_type":"email","quota_warning_threshold":-1}`,
+			want: stored,
+		},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			db := setupManageUserTestDB(t)
+			setting, err := common.Marshal(stored)
+			require.NoError(t, err)
+			user := model.User{Username: "setting-owner", Role: tc.role, Status: common.UserStatusEnabled, AffCode: "setting-owner-aff", Setting: string(setting)}
+			require.NoError(t, db.Create(&user).Error)
+
+			recorder := httptest.NewRecorder()
+			c, _ := gin.CreateTestContext(recorder)
+			c.Request = httptest.NewRequest(http.MethodPut, "/api/user/setting", strings.NewReader(tc.body))
+			c.Request.Header.Set("Content-Type", "application/json")
+			c.Set("id", user.Id)
+			UpdateUserSetting(c)
+
+			assert.Contains(t, recorder.Body.String(), fmt.Sprintf(`"success":%t`, tc.wantSuccess))
+			require.NoError(t, db.First(&user, user.Id).Error)
+			assert.Equal(t, tc.want, user.GetSetting())
+		})
+	}
+}
diff --git a/controller/user_quota.go b/controller/user_quota.go
index 084d1a6..534a6e6 100644
--- a/controller/user_quota.go
+++ b/controller/user_quota.go
@@ -5,7 +5,6 @@ import (
 	"net/http"
 
 	"github.com/QuantumNous/new-api/common"
-	"github.com/QuantumNous/new-api/i18n"
 	"github.com/QuantumNous/new-api/model"
 	"github.com/gin-gonic/gin"
 	"gorm.io/gorm"
@@ -50,16 +49,16 @@ func manageUserQuota(c *gin.Context, req ManageRequest) {
 		case errors.Is(err, model.ErrInvalidUserQuotaAdjustment):
 			params["failure_reason"] = "invalid_parameters"
 			if (req.Mode == "add" || req.Mode == "subtract") && req.Value <= 0 {
-				common.ApiErrorI18n(c, i18n.MsgUserQuotaChangeZero)
+				common.ApiErrorT(c, "Quota change amount cannot be zero")
 			} else {
-				common.ApiErrorI18n(c, i18n.MsgInvalidParams)
+				common.ApiErrorT(c, "Invalid parameters")
 			}
 		case errors.Is(err, model.ErrUserQuotaPermission):
 			params["failure_reason"] = "permission_denied"
-			common.ApiErrorI18n(c, i18n.MsgUserNoPermissionHigherLevel)
+			common.ApiErrorT(c, "No permission to update users of same or higher permission level")
 		case errors.Is(err, gorm.ErrRecordNotFound):
 			params["failure_reason"] = "target_not_found"
-			common.ApiErrorI18n(c, i18n.MsgUserNotExists)
+			common.ApiErrorT(c, "User does not exist")
 		case errors.Is(err, model.ErrWalletQuotaLimitExceeded):
 			params["failure_reason"] = "quota_limit_exceeded"
 			common.ApiError(c, err)
diff --git a/controller/vendor_meta.go b/controller/vendor_meta.go
index c9b5dcd..59c86da 100644
--- a/controller/vendor_meta.go
+++ b/controller/vendor_meta.go
@@ -65,7 +65,7 @@ func UpdateVendorMeta(c *gin.Context) {
 		return
 	}
 	if v.Id == 0 {
-		common.ApiErrorMsg(c, "缺少供应商 ID")
+		common.ApiErrorT(c, "Missing vendor ID")
 		return
 	}
 	if err := v.Update(); err != nil {
diff --git a/controller/video_proxy.go b/controller/video_proxy.go
index 230d2bd..8c616c7 100644
--- a/controller/video_proxy.go
+++ b/controller/video_proxy.go
@@ -18,6 +18,7 @@ import (
 	"github.com/QuantumNous/new-api/common"
 	"github.com/QuantumNous/new-api/logger"
 	"github.com/QuantumNous/new-api/model"
+	"github.com/QuantumNous/new-api/pkg/jsplugin"
 	relaychannel "github.com/QuantumNous/new-api/relay/channel"
 	"github.com/QuantumNous/new-api/service"
 	"github.com/QuantumNous/new-api/setting/system_setting"
@@ -68,7 +69,7 @@ func VideoProxy(c *gin.Context) {
 
 	task, exists, err := getTaskForArtifactRequest(c, taskID)
 	if err != nil {
-		logger.LogError(c.Request.Context(), fmt.Sprintf("Failed to query task %s: %s", taskID, err.Error()))
+		logger.LogError(c.Request.Context(), common.LogText("Failed to query task %s: %s", taskID, err.Error()))
 		videoProxyError(c, http.StatusInternalServerError, "server_error", "Failed to query task")
 		return
 	}
@@ -93,20 +94,20 @@ func VideoProxy(c *gin.Context) {
 				adaptor, adaptorErr := initTaskArtifactAdaptor(task)
 				if adaptorErr == nil {
 					if provider, ok := adaptor.(relaychannel.TaskContentRequestProvider); ok {
-						descriptor, adaptorErr = provider.BuildContentRequest(task, artifact.Key, relaychannel.TaskArtifactClientRequest{
+						descriptor, adaptorErr = provider.BuildContentRequest(c.Request.Context(), task, artifact.Key, relaychannel.TaskArtifactClientRequest{
 							Method:  c.Request.Method,
 							Headers: taskArtifactClientHeaders(c.Request.Header),
 						})
 					}
 				}
 				if adaptorErr != nil {
-					logger.LogWarn(c.Request.Context(), fmt.Sprintf("Failed to resolve plugin video content for task %s", taskID))
+					logger.LogWarn(c.Request.Context(), common.LogText("Failed to resolve plugin video content for task %s: %v", taskID, adaptorErr))
 					descriptor = nil
 				}
 				break
 			}
 		} else {
-			logger.LogWarn(c.Request.Context(), fmt.Sprintf("Failed to project plugin video for task %s", taskID))
+			logger.LogWarn(c.Request.Context(), common.LogText("Failed to project plugin video for task %s", taskID))
 		}
 	}
 	if descriptor == nil {
@@ -214,7 +215,8 @@ func proxyTaskMedia(c *gin.Context, task *model.Task, descriptor *relaychannel.T
 			message: "Artifact channel is unavailable", err: err,
 		}
 	}
-	proxy := strings.TrimSpace(channel.GetSetting().Proxy)
+	setting := channel.GetSetting()
+	proxy := strings.TrimSpace(setting.Proxy)
 	if err := validateTaskMediaURL(rawURL, proxy); err != nil {
 		return &taskMediaProxyError{
 			status: http.StatusBadGateway, code: "artifact_request_rejected",
@@ -224,7 +226,7 @@ func proxyTaskMedia(c *gin.Context, task *model.Task, descriptor *relaychannel.T
 
 	client := service.GetSSRFProtectedHTTPClient()
 	if proxy != "" {
-		client, err = service.GetHttpClientWithProxy(proxy)
+		client, err = service.GetHttpClientWithProxySettings(proxy, setting)
 		if err != nil {
 			return &taskMediaProxyError{
 				status: http.StatusInternalServerError, code: "artifact_internal_error",
@@ -289,7 +291,7 @@ func proxyTaskMedia(c *gin.Context, task *model.Task, descriptor *relaychannel.T
 			return nil
 		}
 		if _, err := io.Copy(c.Writer, resp.Body); err != nil {
-			logger.LogError(c.Request.Context(), fmt.Sprintf("Failed to stream task media: %v", err))
+			logger.LogError(c.Request.Context(), common.LogText("Failed to stream task media: %v", err))
 		}
 		return nil
 	case http.StatusUnauthorized, http.StatusForbidden:
@@ -388,20 +390,11 @@ func doTaskMediaRequest(client *http.Client, request *http.Request, responseHead
 }
 
 func applyTaskMediaRequestHeaders(destination http.Header, headers map[string]string) error {
-	if len(headers) > 64 {
+	if jsplugin.ValidateRequestHeaders(headers) != nil {
 		return errTaskMediaRequestRejected
 	}
 	for name, value := range headers {
-		name = strings.TrimSpace(name)
-		if !httpguts.ValidHeaderFieldName(name) || !httpguts.ValidHeaderFieldValue(value) || len(value) > 8192 {
-			return errTaskMediaRequestRejected
-		}
-		switch strings.ToLower(name) {
-		case "host", "content-length", "accept-encoding", "connection", "proxy-connection", "keep-alive",
-			"proxy-authorization", "te", "trailer", "transfer-encoding", "upgrade":
-			return errTaskMediaRequestRejected
-		}
-		destination.Set(name, value)
+		destination.Set(strings.TrimSpace(name), value)
 	}
 	return nil
 }
diff --git a/controller/vision_detection.go b/controller/vision_detection.go
new file mode 100644
index 0000000..f8a0f3f
--- /dev/null
+++ b/controller/vision_detection.go
@@ -0,0 +1,105 @@
+package controller
+
+import (
+	"context"
+	"strings"
+	"time"
+
+	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/model"
+	fingerprint "github.com/QuantumNous/new-api/pkg/model_fingerprint"
+	"github.com/QuantumNous/new-api/service"
+	"github.com/tidwall/gjson"
+)
+
+func processVisionDetection(ctx context.Context, run model.DetectionRun) {
+	if run.UserID > 0 {
+		var price service.DetectionPrice
+		if common.UnmarshalJsonStr(run.Price, &price) != nil || gjson.GetBytes(price.Request.Body, "max_output_tokens").Int() != service.VisionOutputTokens || gjson.GetBytes(price.Request.Body, "reasoning.effort").String() != "medium" {
+			finishVisionDetection(run, "", "pricing_changed")
+			return
+		}
+	}
+	channel, err := model.GetChannelById(run.ChannelID, true)
+	if err != nil || channel.Status != common.ChannelStatusEnabled {
+		finishVisionDetection(run, "", "channel_unavailable")
+		return
+	}
+	var previous []model.DetectionCall
+	if model.DB.Where("id = ?", run.ID).Find(&previous).Error != nil {
+		return
+	}
+	var call model.DetectionCall
+	if len(previous) > 0 {
+		call = previous[0]
+		if call.State == "running" {
+			return
+		}
+	} else {
+		call = model.DetectionCall{ID: run.ID, RunID: run.ID, SecretHash: model.DetectionSecretHash(run.ID), State: "running", StartedAt: time.Now().Unix()}
+		if model.DB.Create(&call).Error != nil {
+			return
+		}
+		probeCtx, cancel := context.WithDeadline(ctx, time.Unix(run.Deadline-10, 0))
+		detectionCalls.Store(call.ID, cancel)
+		answer, _, probeErr := runModelDetectionProbe(probeCtx, channel, 0, run.Kind)
+		cancel()
+		detectionCalls.Delete(call.ID)
+		success := probeErr == nil
+		call.Available = &success
+		call.FirstTokenMS = answer.FirstTokenMS
+		if answer.HasUsage {
+			usage, _ := common.Marshal(answer)
+			call.Usage = string(usage)
+			if run.UserID > 0 {
+				quota, quotaErr := service.DetectionUsageQuota(run.Price, answer.InputTokens, answer.OutputTokens, answer.CachedTokens, answer.CacheWriteTokens)
+				if quotaErr != nil || quota > run.Reserved {
+					call.Error = "settlement_unavailable"
+				} else {
+					call.Quota = quota
+				}
+			}
+		}
+		if run.UserID > 0 && !answer.HasUsage {
+			call.Error = "usage_unavailable"
+		}
+		if probeErr != nil {
+			call.Error = "vision_request_failed"
+		}
+		sample, _ := common.Marshal(fingerprint.Sample{Text: answer.Text, Count: 1})
+		call.Sample = string(sample)
+		if model.FinishDetectionCall(&call) != nil {
+			return
+		}
+	}
+	var sample fingerprint.Sample
+	if common.UnmarshalJsonStr(call.Sample, &sample) != nil {
+		call.Error = "vision_response_invalid"
+	}
+	finishVisionDetection(run, sample.Text, call.Error)
+}
+
+func finishVisionDetection(run model.DetectionRun, answer, reason string) {
+	quality := service.VisionQuality(answer)
+	if run.Kind == "ciallo" {
+		quality = service.CialloQuality(answer)
+	}
+	if reason == "" && strings.TrimSpace(answer) == "" {
+		reason = "vision_response_invalid"
+	}
+	valid := 1
+	if reason != "" {
+		quality = "unknown"
+		valid = 0
+	}
+	result, _ := common.Marshal(fingerprint.Result{Engine: run.Kind + "-v1", Status: quality, Closest: answer, ValidSamples: valid})
+	if model.DB.Model(&model.DetectionRun{}).Where("id = ?", run.ID).Updates(map[string]any{"quality": quality, "result": string(result)}).Error != nil {
+		return
+	}
+	if reason != "" {
+		finishDetection(run, "failed", reason)
+	} else {
+		finishDetection(run, "succeeded", "")
+	}
+	service.InvalidateGroupQualityCache()
+}
diff --git a/controller/wechat.go b/controller/wechat.go
index 66d1b6e..d3e46a0 100644
--- a/controller/wechat.go
+++ b/controller/wechat.go
@@ -10,6 +10,7 @@ import (
 	"time"
 
 	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/i18n"
 	"github.com/QuantumNous/new-api/middleware"
 	"github.com/QuantumNous/new-api/model"
 	"github.com/QuantumNous/new-api/service"
@@ -26,7 +27,7 @@ type wechatLoginResponse struct {
 
 func getWeChatIdByCode(code string) (string, error) {
 	if code == "" {
-		return "", errors.New("无效的参数")
+		return "", common.NewMessage("Invalid parameters")
 	}
 	req, err := http.NewRequest("GET", fmt.Sprintf("%s/api/wechat/user?code=%s", common.WeChatServerAddress, url.QueryEscape(code)), nil)
 	if err != nil {
@@ -50,26 +51,20 @@ func getWeChatIdByCode(code string) (string, error) {
 		return "", errors.New(res.Message)
 	}
 	if res.Data == "" {
-		return "", errors.New("验证码错误或已过期")
+		return "", common.NewMessage("Verification code is incorrect or has expired")
 	}
 	return res.Data, nil
 }
 
 func WeChatAuth(c *gin.Context) {
 	if !common.WeChatAuthEnabled {
-		c.JSON(http.StatusOK, gin.H{
-			"message": "管理员未开启通过微信登录以及注册",
-			"success": false,
-		})
+		common.ApiErrorT(c, "{{provider}} login and registration has not been enabled by administrator", providerParams("WeChat"))
 		return
 	}
 	code := c.Query("code")
 	wechatId, err := getWeChatIdByCode(code)
 	if err != nil {
-		c.JSON(http.StatusOK, gin.H{
-			"message": err.Error(),
-			"success": false,
-		})
+		common.ApiError(c, err)
 		return
 	}
 	user := model.User{
@@ -78,17 +73,11 @@ func WeChatAuth(c *gin.Context) {
 	if model.IsWeChatIdAlreadyTaken(wechatId) {
 		err := user.FillUserByWeChatId()
 		if err != nil {
-			c.JSON(http.StatusOK, gin.H{
-				"success": false,
-				"message": err.Error(),
-			})
+			common.ApiError(c, err)
 			return
 		}
 		if user.Id == 0 {
-			c.JSON(http.StatusOK, gin.H{
-				"success": false,
-				"message": "用户已注销",
-			})
+			common.ApiErrorT(c, "User has been deleted")
 			return
 		}
 	} else {
@@ -99,26 +88,17 @@ func WeChatAuth(c *gin.Context) {
 			user.Status = common.UserStatusEnabled
 
 			if err := user.Insert(0); err != nil {
-				c.JSON(http.StatusOK, gin.H{
-					"success": false,
-					"message": err.Error(),
-				})
+				common.ApiError(c, err)
 				return
 			}
 		} else {
-			c.JSON(http.StatusOK, gin.H{
-				"success": false,
-				"message": "管理员关闭了新用户注册",
-			})
+			common.ApiErrorT(c, "New user registration has been disabled by administrator")
 			return
 		}
 	}
 
 	if user.Status != common.UserStatusEnabled {
-		c.JSON(http.StatusOK, gin.H{
-			"message": "用户已被封禁",
-			"success": false,
-		})
+		common.ApiErrorT(c, "User has been banned")
 		return
 	}
 	setupLogin(&user, nil, c)
@@ -129,7 +109,7 @@ type wechatBindRequest struct {
 }
 
 func WeChatBind(c *gin.Context) {
-	identity, ok := middleware.GetSessionAuthIdentity(c)
+	identity, ok := middleware.GetStepUpIdentity(c)
 	if !ok {
 		writeSecurityOperationError(c, service.ErrAuthTokenInvalid)
 		return
@@ -139,18 +119,12 @@ func WeChatBind(c *gin.Context) {
 		recordUserSecurityAudit(c, identity.UserID, "user.binding_bind", map[string]any{"provider": "wechat", "success": succeeded, "notification_failed": notificationFailed})
 	}()
 	if !common.WeChatAuthEnabled {
-		c.JSON(http.StatusOK, gin.H{
-			"message": "管理员未开启通过微信登录以及注册",
-			"success": false,
-		})
+		common.ApiErrorT(c, "{{provider}} login and registration has not been enabled by administrator", providerParams("WeChat"))
 		return
 	}
 	var req wechatBindRequest
 	if err := common.DecodeJson(c.Request.Body, &req); err != nil {
-		c.JSON(http.StatusOK, gin.H{
-			"success": false,
-			"message": "无效的请求",
-		})
+		common.ApiErrorT(c, "Invalid request")
 		return
 	}
 	code := strings.TrimSpace(req.Code)
@@ -164,17 +138,11 @@ func WeChatBind(c *gin.Context) {
 	}
 	wechatId, err := getWeChatIdByCode(code)
 	if err != nil {
-		c.JSON(http.StatusOK, gin.H{
-			"message": err.Error(),
-			"success": false,
-		})
+		common.ApiError(c, err)
 		return
 	}
 	if model.IsWeChatIdAlreadyTaken(wechatId) {
-		c.JSON(http.StatusOK, gin.H{
-			"success": false,
-			"message": "该微信账号已被绑定",
-		})
+		common.ApiErrorT(c, "This {{provider}} account has already been bound", providerParams("WeChat"))
 		return
 	}
 	// 只更新绑定列，避免完整用户快照覆盖并发的封禁、降权或分组变更。
@@ -190,7 +158,7 @@ func WeChatBind(c *gin.Context) {
 		writeSecurityOperationError(c, err)
 		return
 	}
-	notificationFailed = service.NotifyAccountSecurityChange(user.Email, "WeChat account linked") != nil
+	notificationFailed = service.NotifyAccountSecurityChange(service.AccountMailLanguage(c, user.Id), user.Email, i18n.MsgSecurityEventWeChatLinked) != nil
 	c.JSON(http.StatusOK, gin.H{
 		"success": true,
 		"message": "",
diff --git a/docker-compose.yml b/docker-compose.yml
index 8e6fe4b..b2573de 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -36,6 +36,7 @@ services:
       - ERROR_LOG_ENABLED=true # 是否启用错误日志记录 (Whether to enable error log recording)
       - BATCH_UPDATE_ENABLED=true  # 是否启用批量更新 (Whether to enable batch update)
       - NODE_NAME=new-api-node-1  # 节点名称，用于审计日志中标识节点身份；多节点/容器部署时建议设置 (Node name used in audit logs; recommended when running multiple instances or in containers)
+#      - DEFAULT_LANGUAGE=zh-CN  # 默认语言：日志输出，以及对方没有指定语言时返回的提示、邮件和通知；可选 en、zh-CN、zh-TW，不设置为 en (Default language of logs and of messages, emails and notifications when the reader states none: en, zh-CN or zh-TW; en if unset)
 #      - STREAMING_TIMEOUT=300  # 流模式无响应超时时间，单位秒，默认120秒，如果出现空补全可以尝试改为更大值 （Streaming timeout in seconds, default is 120s. Increase if experiencing empty completions）
 #      - RELAY_IDLE_CONN_TIMEOUT=90  # Relay HTTP 客户端空闲连接超时时间，单位秒，默认跟随 Go 标准库，设置为0表示不限制 (Relay HTTP client idle keep-alive timeout in seconds, defaults to Go standard library; set 0 to disable)
 #      - SESSION_SECRET=random_string  # 多机部署时设置，必须修改这个随机字符串！！ （multi-node deployment, set this to a random string!!!!!!!）
diff --git a/docs/authentication.md b/docs/authentication.md
index 0ea9d25..507820f 100644
--- a/docs/authentication.md
+++ b/docs/authentication.md
@@ -143,9 +143,17 @@ Redis 限流使用原子 Lua 固定窗口，替代旧的近似滑动窗口 List
 
 ## PAT 调用契约
 
-`User.AccessToken`（面板 PAT）继续支持 `Authorization: Bearer <pat>`，也兼容原有的单值 `Authorization: <pat>`。`New-Api-User` 不再参与鉴权，外部脚本不需要再发送 Bearer 与用户 ID 双请求头。这是有意的调用契约简化；旧 PAT 本身无需重新生成。
+面板 PAT（个人访问令牌）通过 `Authorization: Bearer <pat>` 发送，也兼容单值 `Authorization: <pat>`；不接受 URL 参数。`New-Api-User` 不参与鉴权。
 
-PAT 不是浏览器登录会话，不能调用登录会话管理接口，也不能签发绑定具体登录会话的 Security Proof。
+- 令牌格式为 `nap_` 加 43 位 base62 随机串（约 256 bit）。明文只在创建时返回一次，数据库只保存 SHA-256 摘要，该摘要同时作为审计记录中的 `token_ref`。
+- 每个用户最多 20 个令牌，存放在 `user_access_tokens` 表。创建时必须选择 scope 和过期时间：默认 30 天，最短 1 小时，也允许永不过期（界面会提示风险）。过期令牌立即失效，超过保留期后由 master 节点清理。
+- scope 形如 `resource:action`。个人权限（资料、API 令牌、用量、钱包、账户安全）和部分后台权限由令牌目录定义；受 Casbin 保护的后台权限直接复用管理员权限矩阵的 resource 与 action。只能授予自己当前拥有的权限，并且每个请求都会重新读取角色和权限：撤回某项管理员权限后，携带该 scope 的令牌立即失去对应能力。
+- 每条面板路由都必须声明所需 scope。未声明的路由一律拒绝（403 `ACCESS_TOKEN_ROUTE_UNDECLARED`），scope 不足返回 403 `ACCESS_TOKEN_SCOPE_DENIED`，令牌过期返回 401 `ACCESS_TOKEN_EXPIRED`。
+- PAT 不能创建、改名或撤销 PAT，也不能管理登录会话；这些接口只接受浏览器登录会话。
+- PAT 可以完成二次验证，Proof 绑定到该令牌，并且令牌必须持有该操作对应的 scope：`channel.key.read` 需要 `channel:secret_view`，`admin.user.*` 需要 `user:write`，本人的密码、2FA、Passkey、账号绑定和注销需要 `account_security:write`。PAT 不能使用 OAuth 验证方式。
+- 通过 PAT 完成的安全变更（如修改密码、2FA、Passkey）会让该用户的所有浏览器登录会话下线，令牌本身保持可用。
+- 用户被禁用期间，其令牌全部不可用，重新启用后恢复；注销或删除用户时，其令牌被删除。
+- 最后使用时间和 IP 每个令牌每分钟最多更新一次；更新失败不影响请求。
 
 ## 临时鉴权流程与二次验证
 
@@ -153,13 +161,25 @@ OAuth state、2FA pending、Passkey ceremony、Telegram bind 等临时状态存
 
 标准 OAuth 绑定回调由 popup 通过同源 `postMessage` 交给 opener；只有 opener 使用自身内存中的 Bearer 调用后端绑定接口。Telegram 绑定先由已登录前端创建绑定 AuthFlow，再让 widget 回调携带路径中的 `flow_token`，回调时会重新确认原登录会话仍有效。Telegram 的已签名 widget assertion 也会登记为一次性凭据，重复回放会被拒绝。
 
-敏感操作使用有效期 5 分钟的 `X-Security-Proof`：
+敏感操作使用有效期 1 分钟的 `X-Security-Proof`：
 
 - `channel.key.read`：查看渠道密钥；
 - `passkey.register`：注册 Passkey；
 - `passkey.delete`：删除 Passkey。
 
-Proof 同时绑定用户、登录会话、用户鉴权版本、会话版本和 scope，不能跨用户、跨会话或跨用途复用。
+管理员对其他用户执行的高风险操作同样要求 Proof，且 scope 的 context 绑定被操作用户，签发给某个用户的 Proof 不能改用于另一个用户或另一种动作：
+
+- `admin.user.delete`（`{"user_id"}`）：`DELETE /api/user/:id` 与 `POST /api/user/manage` 的 `delete`；
+- `admin.user.manage`（`{"user_id","action"}`，action 为 `disable` / `enable` / `promote` / `demote`）：`POST /api/user/manage`；额度调整 `add_quota` 不要求 Proof；
+- `admin.user.update`（`{"user_id"}`）：`PUT /api/user/` 在请求包含新密码或 `admin_permissions` 时要求；仅修改显示名、分组、备注不要求；
+- `admin.user.create`（`{"role"}`）：`POST /api/user/` 创建管理员角色时要求；创建普通用户不要求；
+- `admin.user.passkey.reset`（`{"user_id"}`）：`DELETE /api/user/:id/reset_passkey`；
+- `admin.user.2fa.disable`（`{"user_id"}`）：`DELETE /api/user/:id/2fa`；
+- `admin.user.binding.clear`（`{"user_id","binding_type"}` 或 `{"user_id","provider_id"}`）：`DELETE /api/user/:id/bindings/:binding_type` 与 `DELETE /api/user/:id/oauth/bindings/:provider_id`。
+
+这些 `admin.user.*` scope 只对管理员及以上角色签发；已启用 2FA 或 Passkey 的管理员必须使用其中之一，未启用时回退到密码（或已绑定的 OAuth）重新认证；密码登录被关闭时不接受密码验证。通过 PAT 调用上述接口时，令牌需持有 `user:write` 并完成二次验证；旧版令牌不能调用。
+
+Proof 同时绑定用户、登录会话、用户鉴权版本、会话版本和 scope，不能跨用户、跨会话或跨用途复用。对 PAT 而言，Proof 绑定的“登录会话”就是令牌本身。
 
 启用了 2FA 的用户注册 Passkey 时，register begin 与 finish 都必须携带有效的 `passkey.register` Proof；finish 会在消费一次性 AuthFlow 之前重新验证 Proof。未启用 2FA 的首次 Passkey 注册不要求该请求头。
 
@@ -174,3 +194,6 @@ Proof 同时绑定用户、登录会话、用户鉴权版本、会话版本和 s
 - Redis 限流从近似滑动窗口改为原子固定窗口，存在明确的边界双倍突发语义。
 - 用户级模型成功请求限流的 UTC 时间戳在滚动升级期间存在一个窗口的混合格式过渡，期间可能临时误放行或误拒绝。
 - 自建客户端应按新的 AuthBundle、`flow_token` 和 Security Proof 契约升级；PAT 客户端可直接移除 `New-Api-User`。
+- 旧版 PAT 保留在 `users.access_token` 中，自新版首次启动起 30 天内照常可用，之后自动停用并返回 401 `ACCESS_TOKEN_LEGACY_RETIRED`。停用日期记录在 `options` 表的 `LegacyAccessTokenRetireAt`，由服务端写入，不能通过设置接口修改。过渡期内不能再生成旧版令牌，但可以撤销。
+- 删除了 `/api/user/token*` 接口，改为 `/api/user/access_tokens`。
+- 降级到旧版本后，新令牌不可用；未撤销的旧版令牌会重新可用，因为旧版本不认停用日期。
diff --git a/docs/group-status-events.md b/docs/group-status-events.md
new file mode 100644
index 0000000..5127916
--- /dev/null
+++ b/docs/group-status-events.md
@@ -0,0 +1,9 @@
+# 分组检测事件
+
+`GET /api/group-status/events` 返回 `text/event-stream`。连接建立时返回 `event: status` 和最近六小时检测历史；视觉检测、用户指纹检测结算，以及自动指纹结果保存或管理员重置后发送新快照。数据沿用主站分组名称和公开检测字段。
+
+每二十秒发送注释心跳，不查询状态。失败时客户端重连并按历史记录 ID 去重。慢客户端的唤醒会合并，但快照仍包含窗口内全部记录。当前实现用于单实例部署，最多同时连接 32 个订阅者。多实例部署需先将事件广播接入共享总线。
+
+AstrBot 1.3.0 接收事件，保留持久待发队列和 OneBot 回执检查。首次切换到指纹与图片联合规则只建立基线。任一有效结果降智则通报降智，两项最新有效结果均正常才通报恢复；运行失败不覆盖有效结果。超过六小时的断线历史不能保证完整补齐。
+
+视觉检测成功执行后，命中“音响”或“音箱”为 normal，否则为 degraded。超时、请求失败、空文本或响应不可解析为 failed/unknown。custom.78 的历史请求失败在读取时按 unknown 解释，历史非空回答未命中仍作为有效 degraded 结果；不改写旧记录。
diff --git a/docs/plugin-api/README.md b/docs/plugin-api/README.md
index a29db08..366ee76 100644
--- a/docs/plugin-api/README.md
+++ b/docs/plugin-api/README.md
@@ -126,9 +126,13 @@ the plugin's declared native routes. The generic management surface remains
 
 ## Security boundary
 
-Plugins have no `fetch`, filesystem, `require`, imports, async functions, or
-environment access. The host limits execution time, concurrency, input size,
-allowed request hosts, and resolves OAuth credentials outside JavaScript.
+Plugins have no global `fetch`, filesystem, `require`, imports, async
+functions, code compiled from strings (`eval` and the `Function` constructors
+throw an `EvalError`), or environment access. A few driver hooks may read
+upstream data with [`utils.fetch`](./v1.md#reading-upstream-data-with-utilsfetch):
+`GET` or `HEAD` only, to the hosts a request descriptor may address. The host
+limits execution time, concurrency, input size, allowed request hosts, and
+resolves OAuth credentials outside JavaScript.
 Multipart files enter JavaScript only as opaque references.
 
 This is not a hard memory-isolation boundary. A plugin sees data needed for the
diff --git a/docs/plugin-api/v1.d.ts b/docs/plugin-api/v1.d.ts
index 3802d8d..3910785 100644
--- a/docs/plugin-api/v1.d.ts
+++ b/docs/plugin-api/v1.d.ts
@@ -1,5 +1,10 @@
 export type JSONValue = null | boolean | number | string | readonly JSONValue[] | {readonly [key: string]: JSONValue};
-export type HostCapability = "json-clone@1" | "submit-sse-delta@1";
+/** json-clone@1 and submit-sse-delta@1 are accepted for earlier hosts; new plugins need neither. */
+export type HostCapability = "json-clone@1" | "submit-sse-delta@1" | "json-order@1" | "duration-auto@1";
+/** Kinds of upstream a driver can address: the vendor API itself, or another New API gateway with the same plugin installed. */
+export type UpstreamKind = "vendor" | "new_api";
+/** Host-injected on every driver hook context. With "new_api" the driver uses its own native-route prefix and the host already set Bearer credentials. */
+export interface UpstreamContext {kind: UpstreamKind}
 export type MutableJSON<T> = T extends readonly (infer Item)[] ? MutableJSON<Item>[] : T extends object ? {-readonly [Key in keyof T]: MutableJSON<T[Key]>} : T;
 export interface HostUtils {
   hasCapability(name: string): boolean;
@@ -13,7 +18,12 @@ export interface HostUtils {
   base64URL(value: string): string;
   base64URLDecode(value: string): string;
   volcSignV4(request: {method: string; url: string; headers?: Record<string, string>; body?: string; accessKey: string; secretKey: string; region?: string; service?: string; timestamp?: number}): Record<string, string>;
+  /** Synchronous read-only request from driver hooks to the channel Base URL host or allowedHosts. At most 4 per hook call, 15 s each, 30 s in total, 1 MiB per body; redirects are returned, not followed. */
+  fetch(request: FetchRequest): FetchResponse;
 }
+export interface FetchRequest {url: string; method?: "GET" | "HEAD"; headers?: Record<string, string>; responseType?: "json" | "bytes"}
+/** headers holds the first value of each header under its canonical name; body is parsed JSON when the response parses, otherwise text, and "" for HEAD; with responseType "bytes" it is an ArrayBuffer of the response bytes. */
+export interface FetchResponse {status: number; headers: Record<string, string>; body: JSONValue | string | ArrayBuffer}
 declare global {const utils: HostUtils;}
 export type FileReference = Readonly<{ref: string; field: string; filename: string; mimeType: string; size: number}>;
 export type FilePlaceholder = Readonly<{__fileRef: string; encoding: "base64" | "dataUrl"; mimeType?: string; maxBytes?: number}>;
@@ -24,17 +34,21 @@ export type DecodedBody =
   | Readonly<{kind: "none"}>;
 
 export interface NativeDecodeContext {method: string; path: string; params: Readonly<Record<string, string>>; query: Readonly<Record<string, readonly string[]>>; body: DecodedBody}
-export interface ProtocolDecodeContext extends NativeDecodeContext {protocol: "openai_responses" | "openai_video"; operation: string; model: string; stream: boolean}
+export interface ProtocolDecodeContext extends NativeDecodeContext {protocol: ProtocolName; operation: string; model: string; upstreamModel?: string; stream: boolean}
 export type SubmitIntent = {kind: "submit"; model: string; action?: string; requestBody?: unknown; originTaskIds?: readonly string[]};
 export type QueryIntent = {kind: "query"; taskIds: readonly string[]};
 export type TaskIntent = SubmitIntent | QueryIntent;
-export interface NativeRoute {method: "GET" | "POST" | "PUT" | "PATCH" | "DELETE"; path: string; type: "submit" | "query" | "dynamic"; action?: string; taskIdParam?: string; decode?: string; render: string; models?: readonly string[]}
-export type ProtocolName = "openai_responses" | "openai_video";
+export interface NativeRoute {method: "GET" | "POST" | "PUT" | "PATCH" | "DELETE"; path: string; type: "submit" | "query" | "dynamic"; action?: string; taskIdParam?: string; decode?: string; render: string; models?: readonly string[]; retainResult?: boolean}
+export type ProtocolName = "openai_responses" | "openai_video" | "openai_image";
 export type ResponsesMode = "stream" | "sync" | "background";
 export type ProtocolClaim =
   | "openai_video"
+  | "openai_image"
   | {name: "openai_responses"; supports: readonly ResponsesMode[]; models?: readonly string[]}
-  | {name: "openai_video"; models?: readonly string[]};
+  | {name: "openai_video"; models?: readonly string[]}
+  | {name: "openai_image"; models?: readonly string[]};
+/** One entry of the OpenAI ImageResponse `data` array rendered by protocols.openai_image.render. */
+export type ImageResponseEntry = {url?: string; b64_json?: string; revised_prompt?: string};
 export type LocalizedText = string | ({ en: string } & Record<string, string>);
 export type UsageFieldSchema =
   | {type: "number"; unit: "count"; unitLabel?: LocalizedText; description?: LocalizedText}
@@ -43,11 +57,11 @@ export type UsageFieldSchema =
   | {enum: readonly string[]; unitLabel?: never; description?: LocalizedText; enumLabels?: Readonly<Record<string, LocalizedText>>};
 export type UsageExample = {label: string; facts: Readonly<Record<string, string | number | boolean>>};
 export type UsageProfile = {models: readonly string[]; schema: Readonly<Record<string, UsageFieldSchema>>; examples?: readonly UsageExample[]};
-export interface Meta {requiredCapabilities?: readonly HostCapability[]; submitResponseTypes?: readonly ("json" | "sse")[]; sortPriority?: number; website?: string; apiVersion: 1; key: string; name: string; icon?: string; description?: LocalizedText; version: string; author: {name: string; url?: string}; baseUrl?: string; channelTypes?: readonly number[]; models: readonly string[]; fetchMode: "per_task" | "batch"; allowedHosts?: readonly string[]; routes?: readonly NativeRoute[]; protocols?: readonly ProtocolClaim[]; usageSchema?: Readonly<Record<string, UsageFieldSchema>>; usageExamples?: readonly UsageExample[]; usageProfiles?: readonly UsageProfile[]; auth?: "none" | "api_key" | "vertex_oauth" | {type: "none" | "api_key" | "oauth2_jwt"}}
+export interface Meta {requiredCapabilities?: readonly HostCapability[]; submitResponseTypes?: readonly ("json" | "sse")[]; sortPriority?: number; website?: string; apiVersion: 1; key: string; name: string; icon?: string; description?: LocalizedText; version: string; author: {name: string; url?: string}; baseUrl?: string; channelTypes?: readonly number[]; models: readonly string[]; fetchMode: "per_task" | "batch"; allowedHosts?: readonly string[]; upstreams?: readonly UpstreamKind[]; routes?: readonly NativeRoute[]; protocols?: readonly ProtocolClaim[]; usageSchema?: Readonly<Record<string, UsageFieldSchema>>; usageExamples?: readonly UsageExample[]; usageProfiles?: readonly UsageProfile[]; auth?: "none" | "api_key" | "vertex_oauth" | {type: "none" | "api_key" | "oauth2_jwt"}}
 export interface TaskView {task_id: string; status: string; progress?: string; fail_reason?: string; created_at?: number; updated_at?: number; data?: unknown; properties?: Record<string, unknown>}
-export interface DriverContext {requestBody: unknown; requestHeaders: Readonly<Record<string, string>>; action: string; model: string; upstreamModel: string; baseUrl: string; apiKey?: string; authHeader: string; files: readonly FileReference[]; publicTaskId: string; originTasks?: readonly {taskId: string; upstreamTaskId: string; action: string; status: string; data: unknown}[]}
-export interface TaskQueryContext {taskId: string; publicTaskId: string; action: string; model: string; upstreamModel: string; baseUrl: string; apiKey?: string; authHeader: string; auth?: unknown; data: unknown; state: unknown}
-export interface BatchQueryContext {baseUrl: string; apiKey?: string; authHeader: string; auth?: unknown; tasks: readonly TaskQueryContext[]}
+export interface DriverContext {requestBody: unknown; requestHeaders: Readonly<Record<string, string>>; action: string; model: string; upstreamModel: string; baseUrl: string; apiKey?: string; authHeader: string; upstream: UpstreamContext; files: readonly FileReference[]; publicTaskId: string; originTasks?: readonly {taskId: string; upstreamTaskId: string; action: string; status: string; data: unknown}[]}
+export interface TaskQueryContext {taskId: string; publicTaskId: string; action: string; model: string; upstreamModel: string; baseUrl: string; apiKey?: string; authHeader: string; auth?: unknown; upstream: UpstreamContext; data: unknown; state: unknown}
+export interface BatchQueryContext {baseUrl: string; apiKey?: string; authHeader: string; auth?: unknown; upstream: UpstreamContext; tasks: readonly TaskQueryContext[]}
 export type HookHTTPResponse = {readonly status: number; readonly headers: Readonly<Record<string, string>>}
 export interface RequestDescriptor {responseType?: "json" | "sse"; url: string; method?: string; headers?: Record<string, string>; /** JSON body may contain FilePlaceholder objects at any depth; the host replaces each with a Base64 or data-URL string. */ body?: unknown; credentialless?: boolean; action?: string; model?: string; rewriteModel?: string; bodyType?: "json" | "multipart"; parts?: readonly {name: string; value?: unknown; fileRef?: string; filename?: string}[]}
 export interface UpstreamResponse {statusCode: number; headers: Readonly<Record<string, readonly string[]>>; body: unknown}
@@ -58,6 +72,8 @@ export declare const native: Record<string, ((ctx: NativeDecodeContext) => TaskI
 export declare const protocols: {
   openai_responses?: {decodeRequest(ctx: ProtocolDecodeContext): SubmitIntent; renderEvents?(ctx: unknown, task: TaskView, previousState: unknown): unknown; renderFinal?(ctx: unknown, task: TaskView): unknown};
   openai_video?: {decodeRequest(ctx: ProtocolDecodeContext): SubmitIntent; render(ctx: unknown, task: TaskView): unknown};
+  /** render returns the OpenAI ImageResponse; the host adds `created` when absent and resolves response_format b64_json. */
+  openai_image?: {decodeRequest(ctx: ProtocolDecodeContext): SubmitIntent; render(ctx: unknown, task: TaskView): {created?: number; data: readonly ImageResponseEntry[]} & Record<string, unknown>};
 };
 export declare function buildSubmitRequest(ctx: DriverContext): RequestDescriptor;
 export interface SubmitEvent {event: string; id: string; data: string}
diff --git a/docs/plugin-api/v1.md b/docs/plugin-api/v1.md
index 00b039f..6f7f250 100644
--- a/docs/plugin-api/v1.md
+++ b/docs/plugin-api/v1.md
@@ -24,11 +24,13 @@ export const meta = {
 
 `submit` and `dynamic` routes require `decode` and `render`. `query` routes require `render`, prohibit `decode`, and use `taskIdParam` (default `task_id`). Names refer only to callable members of `native`. Route conflicts use method plus normalized path shape and the route index is published atomically with its plugin generation.
 
+`routes[].retainResult` is an optional boolean on `submit` and `dynamic` routes, default `true`. Declare `retainResult: false` only on routes where every successful submission completes immediately (`parseSubmitResponse` returns a terminal `immediate`), typically a vendor's synchronous image API that has no task to re-query. For such a result the host does not persist `task.data`, and the task is thereafter not found on every retrieval surface: the plugin's own `query` routes, `GET /v1/responses/:response_id`, `GET /v1/videos/:task_id` and its content, and artifact listing and content. The task row remains for billing and the task log. The submit presenter still receives the complete in-memory `task.data`, and `extractUsageOnComplete` runs before persistence, so settlement is unchanged. An asynchronous result on a declaring route is retained and retrievable as usual and logs a warning. `query` routes reject the field. `openai_responses` and `openai_video` always retain their results because their deliverables are served through host artifact URLs; a plugin that wants previews with less storage should instead return a compact `taskData` from `parseSubmitResponse`. `openai_image` delivers its images inline in the create response, so an immediate terminal result on that protocol is discarded exactly as with `retainResult: false`, while a result completed by in-request polling keeps the snapshot the poller wrote. This is an additive apiVersion 1 extension: older hosts reject the unknown field.
+
 `routes[].models` optionally restricts a `submit` or `dynamic` route to a subset of `meta.models`. The host matches the canonical top-level `model` body field before any JS hook runs; a missing, non-string, or unlisted model is rejected with 400 (plugin routes are exclusive paths, so there is no relay fallback). Declare it only when the model lives at the body top level — vendor formats that nest the model elsewhere should omit `models` and filter inside `decode`. `query` routes have no body and reject the field.
 
-Each `protocols` entry claims a host protocol. A protocol that defines modes must be claimed in object form with an explicit `supports`; the bare-string form is valid only for protocols without modes (`openai_video`). `supports` declares which client request forms the plugin accepts on `openai_responses`: `"stream"` (`stream: true`), `"sync"` (neither flag; the call blocks until the terminal Response), `"background"` (`background: true`; the create returns a pending Response immediately). An unsupported request form is rejected with a 400 at channel selection, before any plugin hook runs and before billing. Retrieval (`GET /v1/responses/:response_id`) is not a mode: every created response is always retrievable.
+Each `protocols` entry claims a host protocol. A protocol that defines modes must be claimed in object form with an explicit `supports`; the bare-string form is valid only for protocols without modes (`openai_video`, `openai_image`). `supports` declares which client request forms the plugin accepts on `openai_responses`: `"stream"` (`stream: true`), `"sync"` (neither flag; the call blocks until the terminal Response), `"background"` (`background: true`; the create returns a pending Response immediately). An unsupported request form is rejected with a 400 at channel selection, before any plugin hook runs and before billing. Retrieval (`GET /v1/responses/:response_id`) is not a mode: every created response is always retrievable.
 
-`{name, models}` still narrows that protocol's endpoint bindings to a subset of `meta.models` and composes with `supports`. Unlisted models never enter the plugin on that protocol path — they fall through to the built-in Go relay. Multiple plugins may claim the same model on the same host protocol path, including type-61 plugins and plugins with legacy `channelTypes`. Candidates are ordered by ascending plugin key. The selected channel determines the executing plugin: its channel type for legacy channels, or `setting.task_plugin_key` for type-61 channels.
+`{name, models}` still narrows that protocol's endpoint bindings to a subset of `meta.models` and composes with `supports`. Unlisted models never enter the plugin on that protocol path — they fall through to the built-in Go relay. Multiple plugins may claim the same model on the same host protocol path, including type-61 plugins and plugins with legacy `channelTypes`. Candidates are ordered by ascending plugin key. The selected channel determines the executing plugin: its channel type for legacy channels, `setting.task_plugin_key` for type-61 channels, or the bound entry of `setting.task_plugin_key` / `setting.task_extend_plugin_keys` for type-60 New API channels. A type-60 channel is extended with any number of plugins because the upstream gateway may host many; when several bound plugins share the model, the first bound candidate in ascending key order executes, independent of which candidate an earlier attempt pinned.
 
 Enabled uploads pre-flight the candidate against the live routing generation and reject channel-type, native-route, or incompatible protocol conflicts (the error names the counterpart plugin). Sharing a model on the same host protocol is allowed. Set `force: true` or `enabled: false` to store the plugin anyway.
 
@@ -42,6 +44,8 @@ A plugin whose vendor has no LobeHub icon ships its logo as a sidecar file, `ico
 
 `allowedHosts` lists extra hosts that plugin requests may target besides the channel base URL host. Each entry is `host` or `host:port` (IPv6 literals bracketed, for example `[::1]:8080`); schemes, paths, credentials, and queries are rejected. Entries are lowercased and must be unique after normalization. An entry with a port matches only requests to that port (default ports `80`/`443` match requests that omit them).
 
+`upstreams` lists the kinds of upstream the driver's request builders can address. `vendor` is the provider API itself and is implied for every plugin; `new_api` is another New API gateway that has the same plugin installed. Only a plugin that declares `new_api` can be bound to a type-60 New API channel: the host rejects other bindings when the channel is saved, and the channel form lists only declaring plugins. A gateway does not serve vendor paths at their vendor location. It serves a plugin's wire format only on that plugin's own native routes, which carry the plugin's prefix because `/api` is a reserved host namespace and vendor paths would collide across plugins (`/doubao/api/v3/...`, `/ali/api/v1/...`, `/kling/v1/videos/...`), and it authenticates native routes and host protocols with `Authorization: Bearer <token>`. The host therefore tells the driver which kind of upstream the executing channel is through `ctx.upstream` (see Persisted data and driver hooks) instead of guessing a prefix from `meta.routes`; a plugin whose vendor paths already equal its native routes (sunoapi) or that only uses host protocols (sora) declares `new_api` without changing any URL. Values must be unique and drawn from the two kinds above; listing `vendor` is optional and descriptive. This is an additive apiVersion 1 extension: older hosts reject the unknown field, and a declaring plugin keeps building vendor URLs on hosts that never set `ctx.upstream`.
+
 | Field | Type | Notes |
 |-------|------|-------|
 | `key` | string | Required. Canonical plugin id, ≤ 30 characters. |
@@ -54,8 +58,9 @@ A plugin whose vendor has no LobeHub icon ships its logo as a sidecar file, `ico
 | `author` | `{name, url?}` | Required name; `url`, when present, must be an absolute HTTP(S) URL. |
 | `baseUrl` | string | Optional default Base URL for type-61 Task Plugin channels. Absolute `http(s)` URL, no credentials/query/fragment, ASCII host, trailing slash stripped, ≤ 191 characters. |
 | `allowedHosts` | string[] | Optional extra request hosts, `host` or `host:port`. No schemes, paths, or credentials. |
+| `upstreams` | `("vendor" \| "new_api")[]` | Optional upstream kinds the driver addresses. `vendor` is implied; `new_api` makes the plugin bindable to type-60 New API channels. |
 
-`channelTypes` lists the legacy channel types this plugin's driver can drive (for example, sora declares `[55, 1]` because the same OpenAI-type base URL and bearer key serve both chat and video). Every entry equally participates in channel selection, historical `Task.Platform` matching, and the `byChannelType` routing index; the same type value may not appear on two plugins. Third-party plugins normally omit `channelTypes` and live on type-61 "Task Plugin" channels bound by `task_plugin_key`. The previous split identity/compatibility field names are rejected.
+`channelTypes` lists the legacy channel types this plugin's driver can drive (for example, sora declares `[55, 1]` because the same OpenAI-type base URL and bearer key serve both chat and video). Every entry equally participates in channel selection, historical `Task.Platform` matching, and the `byChannelType` routing index; the same type value may not appear on two plugins, and neither the Task Plugin (61) nor the New API (60) type may be declared. Third-party plugins normally omit `channelTypes` and live on type-61 "Task Plugin" channels bound by `task_plugin_key`, or are listed in a type-60 New API channel's `task_extend_plugin_keys` without claiming a channel type. The previous split identity/compatibility field names are rejected.
 
 Before channel distribution, the host calls every mode-compatible candidate's
 `decodeRequest`. Only candidates returning a valid submit intent for the pinned
@@ -136,10 +141,17 @@ Static consumers can use the compiled display metadata in the marketplace index.
 Model-level pricing and save validation select the declared target of an alias;
 ambiguous aliases retain the plugin defaults. Runtime validation selects the
 executing plugin's final upstream model, including each persisted task during
-batch polling. Existing saved expressions are not migrated. Single-plugin models retain their
+batch polling; when no profile declares that upstream name (for example a
+channel mapping that sends a declared model to a vendor endpoint ID), the
+client-facing model's profile applies. Existing saved expressions are not migrated. Single-plugin models retain their
 existing submission checks; shared models additionally enforce the per-provider
 field-reference compatibility rule above. Normal evaluation and quota safety
-checks continue to apply. Saving an expression uses its model's selected schema.
+checks continue to apply. Saving an expression uses its model's selected schema;
+an unchanged stored expression of a single-plugin model stays saveable after its
+profile narrows. A plugin that drops a fact from a profile keeps reporting it at
+a value that leaves existing charges unchanged: `0`, `false`, or the enum value
+first declared. The pricing editor reads stored expressions the same way and
+shows only the remaining fields.
 
 This remains plugin API version 1. New hosts accept older plugins unchanged;
 older hosts reject the new `usageProfiles` field. Upgrade the host to a build
@@ -203,13 +215,16 @@ Descriptions are short, user-facing phrases without trailing punctuation in any
 ## Host utilities and capabilities
 
 `utils` exposes synchronous host tools. Existing utilities are `unixNow`, `uuid`,
-`hmacSHA256`, `jwtSignHS256`, `base64`, `base64URL`, `base64URLDecode`, and
-`volcSignV4`; their signatures are declared in `v1.d.ts`.
+`hmacSHA256`, `jwtSignHS256`, `base64`, `base64URL`, `base64URLDecode`,
+`volcSignV4`, `json.clone`, and `fetch`; their signatures are declared in
+`v1.d.ts`.
 
-Plugins using new APIs declare exact versioned capabilities:
+The host recognizes a feature from what a plugin exports or returns, such as
+an exported `parseSubmitEventDelta`. A plugin declares a capability only to
+switch on behavior that changes what its hooks receive or relaxes a host check:
 
 ```js
-requiredCapabilities: ["json-clone@1", "submit-sse-delta@1"]
+requiredCapabilities: ["json-order@1"]
 ```
 
 The host rejects unknown, duplicate, or unsupported capability versions at load.
@@ -218,7 +233,12 @@ supports optional feature detection on hosts that provide this utility; it
 does not grant a declared capability. These are additive API v1 extensions;
 older strict hosts reject `requiredCapabilities`, so upgrade the host first.
 
-`json-clone@1` provides `utils.json.clone(value)`: an independent JSON snapshot
+`json-clone@1` and `submit-sse-delta@1` remain accepted for plugins written for
+earlier hosts; new plugins need neither. `json-clone@1` has no effect.
+`submit-sse-delta@1` still requires `submitResponseTypes` to include `sse` and
+the plugin to export `parseSubmitEventDelta`.
+
+`utils.json.clone(value)` returns an independent JSON snapshot
 with native mutable JavaScript objects and arrays. It accepts plain objects,
 arrays, null, booleans, finite numbers and strings. Undefined, functions,
 BigInt, dates, sparse arrays and cyclic structures are rejected. Object keys
@@ -227,9 +247,137 @@ host's JSON number and string normalization and preserves explicit zero and
 false values. Limits are 1 MiB of encoded JSON, 32 levels below the root and
 32,768 total nodes, including containers and scalar values. It performs no I/O.
 
+`json-order@1` keeps JSON member order for upstreams that treat it as
+meaningful, such as a model that reads a JSON object as text. The plugin's
+decoders receive a JSON request body (`ctx.body.value`) and its driver hooks
+the decoded `ctx.requestBody` with the members in the order the client sent
+them, and the host writes the plugin's JSON request descriptor bodies as
+`JSON.stringify` writes them: members in the order the plugin's objects hold
+them, members whose value is `undefined` left out, no HTML escaping. As in
+JavaScript, keys that are array indices come first, in ascending order.
+Without the capability, objects reach hooks with their members sorted by key
+and the host JSON codec writes bodies sorted the same way. Each decoder and
+driver hook call parses the ordered body again, which costs more on large
+bodies, so declare the capability only when the upstream needs it. A body
+that embeds a file placeholder is still written sorted.
+
+`duration-auto@1` lets a request carry a duration of `-1`, which some vendors
+read as "the model picks the length" (Seedance on Volcengine Ark, wan3.0 on
+Bailian). Before billing, the host checks every member of the decoded request
+at any depth, including vendor parameters passed through `metadata`: a
+`duration` or `seconds` member (case, `_` and `-` are ignored, so
+`durationSeconds` counts) must be between 0 and 3600. For a plugin that
+declares the capability the host also accepts exactly `-1` there; other
+negative values and values above the limit are still rejected. Usage facts
+are unchanged and must stay non-negative, so the plugin never reports `-1` as
+a quantity. A declaring plugin reserves the longest duration the model can
+produce when it forwards `-1`, and settles the task on the usage the vendor
+reports, so the charge follows the length the model chose. A plugin that
+cannot settle on reported usage must not declare it.
+
 Host functions are synchronous and must bound their own work: the JavaScript
 execution interrupt cannot preempt a running Go function. Request-scoped data
 must remain owned by the host request, not by pooled runtime globals.
+`utils.fetch` waits on the network without holding a JavaScript execution slot,
+and the wait does not count toward the hook's execution time.
+
+### Reading upstream data with utils.fetch
+
+```ts
+utils.fetch(request: {url: string; method?: "GET" | "HEAD"; headers?: Record<string, string>; responseType?: "json" | "bytes"}):
+  {status: number; headers: Record<string, string>; body: JSONValue | string | ArrayBuffer}
+```
+
+`utils.fetch` lets a driver hook read upstream data before it returns, for
+example a download link that the vendor hands out only through a separate
+lookup. The call is synchronous. The request takes the `url`, `method` and
+`headers` members of a request descriptor; the result has the shape of the
+response `parseTaskResult` receives: the HTTP status, the first value of each
+response header under its canonical name (`Content-Type`, `Location`), and the
+body.
+
+- `body` is the parsed JSON when the response parses as JSON (`JSON.parse`
+  semantics), otherwise the text. A `HEAD` response has an empty string.
+- `responseType: "bytes"` returns `body` as an `ArrayBuffer` of the response
+  bytes instead, for binary data such as the header of a media file read with
+  a `Range` header; a `HEAD` response has an empty buffer. The body limit is
+  the same.
+- The URL may address the same hosts as a request descriptor: the channel Base
+  URL host and `allowedHosts`.
+- Requests use the client and channel proxy of poll requests.
+- Redirects are not followed. A 3xx response is returned as it is; fetching its
+  `Location` is a new request, checked and counted again.
+- HTTP error statuses are returned, not thrown.
+- Limits: at most 4 fetches per hook call, 15 seconds per fetch, 30 seconds
+  for all fetches of one hook call, and 1 MiB per response body.
+
+`utils.fetch` throws when:
+
+- the hook may not fetch (see below);
+- the request has members other than `url`, `method`, `headers` and
+  `responseType`;
+- the method is not `GET` or `HEAD` (default `GET`), or the `responseType` is
+  not `json` (default) or `bytes`;
+- the URL is not an absolute `http(s)` URL or exceeds 64 KiB;
+- there are more than 64 headers, a header value exceeds 8 KiB, or a header is
+  `Host`, `Content-Length`, `Accept-Encoding`, `Connection`,
+  `Proxy-Connection`, `Keep-Alive`, `Proxy-Authorization`, `TE`, `Trailer`,
+  `Transfer-Encoding` or `Upgrade`;
+- the host is not allowed;
+- the fetch times out, or the call runs out of fetches or fetch time;
+- the response body exceeds 1 MiB;
+- the transport fails.
+
+Hook errors reach API callers, so these messages name the host only, never the
+path or query.
+
+Fetch is read-only. A request that starts billable vendor work stays the
+`buildSubmitRequest` descriptor, the only request the gateway accounts for.
+`utils.fetch` is available only in driver hooks that run after channel
+selection and whose failure is harmless or retried: `buildSubmitRequest` (the
+submission is not sent), `buildQueryRequest`, `parseTaskResult`,
+`buildBatchQueryRequest` and `parseBatchResult` (one failed poll), and
+`buildContentRequest` (one failed download). Every other hook, and a dry run,
+which has no channel, throws `utils.fetch is not available in <hook>`. Hosts
+without this utility have no `utils.fetch`; calling it there throws a
+`TypeError`, and the hook fails like any other hook error. It needs no
+capability declaration.
+
+## Hook arguments and results
+
+The host passes plain JSON values to hooks without copying them: objects,
+arrays, strings, finite numbers, booleans and null. The engine converts each
+object or array when the hook first reads it and never writes JavaScript
+changes back into the host value. Other values (structs, byte slices,
+`json.Number`, raw JSON, invalid UTF-8, non-finite numbers, nil slices, or
+nesting deeper than 64 levels) are first normalized through the host JSON codec.
+
+Plugin rules:
+
+- Treat every argument as read-only input. Assigning to an argument changes
+  only the current call's view; the host, other hooks and later calls never see
+  it. Return the value the host should use, and use `utils.json.clone` when a
+  mutable copy is needed.
+- Do not keep arguments, or objects and arrays read from them, in module
+  variables after the hook returns. Runtimes are pooled across requests, so a
+  kept value can surface in a later request, keeps the original request's data
+  alive, and is still read from the host value it came from.
+
+Host rules:
+
+- Once a value has been passed to a hook, host code must not change it. A
+  plugin may still hold it, and reading a Go map while another goroutine writes
+  it is a fatal runtime error that `recover` cannot catch and that stops the
+  whole process. Build a new value, or copy it first (`jsonValue` in the task
+  adaptor copies plain JSON and normalizes everything else).
+- Hook results may be host values. A hook that returns an argument, or part of
+  one, unchanged hands back the original host value rather than a copy. Copy a
+  result before editing it in place; the request descriptor's file placeholders
+  are replaced on a copy for this reason.
+- Integral numbers created in JavaScript come back as `int64` and other numbers
+  as `float64`; host values returned unchanged keep their original Go type.
+  Code reading numbers from hook results must accept every numeric type rather
+  than asserting `float64`. The JSON encoding is the same either way.
 
 ## Request body
 
@@ -242,7 +390,9 @@ Every decoder receives one host-parsed body:
 {kind: "none"}
 ```
 
-`FileReference` contains `{ref, field, filename, mimeType, size}`. The ref is opaque and request-scoped; file bytes, readers, temporary paths, and a second inbound `requestBody` representation are never exposed to JavaScript. The decoder creates a new canonical `{kind:"submit", model, action?, requestBody?, originTaskIds?}` intent. Driver hooks consume that normalized `requestBody` and remain surface-independent.
+A JSON `value` enumerates its object members sorted by key, or in the client's order for a plugin that declares `json-order@1`.
+
+`FileReference` contains `{ref, field, filename, mimeType, size}`. The ref is opaque and request-scoped; file bytes, readers, temporary paths, and a second inbound `requestBody` representation are never exposed to JavaScript. Every uploaded file has its own ref, including several files in one repeated field (`image[]`): the first file of a field is `request_file:<field>` and later files are `request_file:<field>#<index>` with a zero-based index. Plugins copy `files[].ref` instead of spelling refs by hand. The decoder creates a new canonical `{kind:"submit", model, action?, requestBody?, originTaskIds?}` intent. Driver hooks consume that normalized `requestBody` and remain surface-independent.
 
 ## Request building
 
@@ -254,13 +404,15 @@ Every decoder receives one host-parsed body:
 { __fileRef: "request_file:input_reference", encoding: "dataUrl", mimeType: "image/png", maxBytes: 20971520 }
 ```
 
-Placeholder objects may contain only `__fileRef`, `encoding`, `mimeType`, and `maxBytes`. `encoding` is `base64` or `dataUrl`. `__fileRef` must resolve to an uploaded multipart file (`request_file:<field>`). `mimeType` optionally overrides the part `Content-Type` for `dataUrl` (otherwise the part header, else `application/octet-stream`). `maxBytes` is an optional vendor cap; the host also applies `MAX_FILE_DOWNLOAD_MB` (default 64MB) to each file and to the total inlined bytes. Multipart descriptors still stream files with `parts[].fileRef`.
+Placeholder objects may contain only `__fileRef`, `encoding`, `mimeType`, and `maxBytes`. `encoding` is `base64` or `dataUrl`. `__fileRef` must resolve to an uploaded multipart file (`request_file:<field>`, or `request_file:<field>#<index>` for a later file of a repeated field). `mimeType` optionally overrides the part `Content-Type` for `dataUrl` (otherwise the part header, else `application/octet-stream`). `maxBytes` is an optional vendor cap; the host also applies `MAX_FILE_DOWNLOAD_MB` (default 64MB) to each file and to the total inlined bytes. Multipart descriptors still stream files with `parts[].fileRef`.
+
+The host treats every 2xx upstream status (`200`, `201 Created`, `202 Accepted`, ...) as a successful submission and calls `parseSubmitResponse` with `{statusCode, headers, body}`; any other status fails the submission with the upstream status and body before the hook runs.
 
 ## Origin tasks
 
 Decoders normalize vendor references (draft ids, continuation ids, gateway-issued asset references) into `originTaskIds` as public gateway task IDs. The host never parses vendor request bodies.
 
-The host verifies ownership, requires every referenced task to belong to the same plugin platform set and one enabled channel, pins that channel for the submit (including retries), and injects the resolved rows into driver hooks as `ctx.originTasks` (`taskId`, `upstreamTaskId`, `action`, `status`, and `data`, including the private upstream id). Renderers and presenters never receive `originTasks`.
+The host verifies ownership, requires every referenced task to belong to the same plugin platform set and one enabled channel, pins that channel for the submit (including retries), and injects the resolved rows into driver hooks as `ctx.originTasks` (`taskId`, `upstreamTaskId`, `action`, `status`, and `data`, including the private upstream id). `data` is `null` for a task whose submit route declared `retainResult: false`. Renderers and presenters never receive `originTasks`.
 
 ## Native surface
 
@@ -290,11 +442,15 @@ The host registry owns these bindings:
 | `openai_video`     | create    | `POST /v1/videos`         | JSON or multipart                 |
 | `openai_video`     | retrieve  | `GET /v1/videos/:task_id` | none                              |
 | `openai_video`     | content   | `GET                      | HEAD /v1/videos/:task_id/content` | none |
+| `openai_image`     | generate  | `POST /v1/images/generations` | JSON                          |
+| `openai_image`     | edit      | `POST /v1/images/edits`   | JSON or multipart                 |
 
 `protocols.openai_responses` always requires `decodeRequest`. The remaining hooks are derived from `supports` and verified exactly at load in both directions: `"stream"` requires `renderEvents`; `"sync"` or `"background"` requires `renderFinal`. A hook required by a supported mode but not exported, or an exported hook that no supported mode uses, rejects the plugin. For a plugin supporting only `"stream"`, the host renders retrieval at terminal SUCCESS by calling `renderEvents` once with no previous state — the same first-call-at-terminal semantics streaming already requires. The mode vocabulary is append-only under apiVersion 1: new modes may be added (existing manifests are unaffected; a manifest declaring a mode loads only on gateways that define it), but a mode may never be removed, renamed, or re-mapped to different hooks without an apiVersion bump. `protocols.openai_video` requires `decodeRequest` for create and `render` for retrieve. The host extracts and pins `ctx.model`, normalizes `ctx.stream`, frames SSE, creates failure envelopes, and calls `renderFinal` only for `SUCCESS`.
 
 `background: true` on create returns the pending Response immediately (host-synthesized, no plugin hook). Retrieval renders via `renderFinal` only at terminal status. Plugins declaring `"background"` need no create-time hook; the deliverable is rendered at retrieval via `renderFinal`. Plugins cannot observe the `background` field. Unlike the upstream OpenAI API, a plugin that does not declare `"stream"` rejects `stream: true` with a 400; the error names the supported forms.
 
+`protocols.openai_image` requires `decodeRequest` and `render` and defines no modes. Both operations are synchronous from the client's point of view. The host extracts and pins `ctx.model` (`ctx.operation` is `generate` or `edit`), the decoder returns the usual submit intent, and `buildSubmitRequest` runs against the vendor exactly as for native routes. A vendor answering synchronously returns a terminal `immediate` from `parseSubmitResponse`; a vendor task API returns a task id, and the host then polls the task inside the client request through the same query hooks and completion settlement the background poller uses (`buildQueryRequest`, `parseTaskResult`, `extractUsageOnComplete`), every few seconds until the task is terminal or the protocol timeout (`TASK_PLUGIN_PROTOCOL_TIMEOUT_SECONDS`, default 600 seconds) elapses. On timeout the client receives 504 `task_timeout`; the task remains durable and settles when the poller finishes it. A client that disconnects while waiting leaves the task to the poller as well. A terminal `FAILURE` is answered with 400 and the task's failure reason. On `SUCCESS` the host calls `render(ctx, task)` with the request context and the terminal `TaskView`; the hook must return an object whose `data` is an array of OpenAI image entries (`{url}` or `{b64_json}`, optionally `revised_prompt`). The host adds `created` when absent and owns `response_format`: for `b64_json` it downloads every `data[].url` and adds `b64_json` (the URL is kept; a failed download logs a warning and leaves the URL). `render` receives no `artifacts`; image URLs come from the vendor result. Billing follows the ordinary task contract: reserve on the requested count from `extractUsage`, settle to the actual count from `extractUsageOnSubmit` (immediate results, legacy pricing), `extractUsageOnComplete` (immediate results and polled results, task expressions); the consume log records the billed count as `other.image_count` when the facts carry `image_count`.
+
 Responses protocol media uses host-injected `ctx.artifacts[key].url`. OpenAI Video renderers may return provider fields and URLs from `task.data`; the host preserves those extensions and metadata, but overwrites `id`, `object`, `model`, `status`, `progress`, `created_at`, and `completed_at` and removes legacy `task_id`. Renderers must return a JSON object. Returning `task.data` exposes the latest persisted upstream snapshot, subject to the host's task-ID replacement and inline-video redaction; it does not perform a fresh upstream query or forward HTTP headers/status codes.
 
 ## Persisted data and driver hooks
@@ -303,6 +459,8 @@ The persisted field remains `task.data`; there is no `task.raw` alias. Driver ho
 
 `ctx.model` is the billing and display identity (the origin name the client sent, including a channel-mapping alias). `ctx.upstreamModel` is the machine identity after channel `model_mapping`. Rate tables and model-keyed usage facts must use `ctx.upstreamModel || ctx.model`. Decode and render hooks that echo the client model must keep `ctx.model`. `buildSubmitRequest` must not set descriptor top-level `model` on a mapped pin; the host requires the plugin to echo the alias verbatim. Background polling has no relay info, so query hooks receive both identities from the persisted task properties, and `ctx.upstreamModel` falls back to `ctx.model` when the task was submitted without a channel mapping.
 
+`ctx.upstream` is `{kind: "vendor"}` or `{kind: "new_api"}` on `DriverContext`, `TaskQueryContext`, `BatchQueryContext`, and the `buildContentRequest` context, for submission and for background polling alike. `new_api` means the executing channel is a type-60 New API channel, so the same plugin on the upstream gateway answers. In that case the driver prefixes the URLs it builds with its own native-route prefix (doubao `/doubao`, alibaba `/ali`, kling `/kling`, jimeng `/jimeng`), and the host has already set `authHeader` to `Bearer <channel key>` and `apiKey` to the channel key for every `meta.auth` type: the channel key of a New API channel is the gateway token, so the vendor auth scheme (`oauth2_jwt` token exchange, a vendor JWT built from `ak|sk`) is not run. With `vendor` nothing changes. The response the driver reads back is what its own native presenter renders on the gateway, where the host has replaced the private upstream id in `id` / `task_id` / `taskId` fields with the gateway's public task id; `parseSubmitResponse` must accept that shape, and the query URL must resolve on the plugin's own `query` route with that id. Kling and jimeng keep their `sk-` key-prefix heuristic for legacy channels pointed at a gateway; the explicit signal takes precedence when it says `new_api`. `ctx.upstream` is an additive apiVersion 1 extension; drivers must treat a missing field as `vendor`.
+
 ## Polling contract
 
 Query and parse hooks use `TaskQueryContext`, not `DriverContext`. The host rebuilds that context from the persisted task row. There is no query-side `requestBody`.
@@ -314,7 +472,8 @@ Query and parse hooks use `TaskQueryContext`, not `DriverContext`. The host rebu
 | `action` | Normalized persisted action |
 | `model` | `Properties.OriginModelName` |
 | `upstreamModel` | `Properties.UpstreamModelName`, falling back to `model` |
-| `baseUrl` / `apiKey` / `authHeader` / `auth` | Channel credentials |
+| `baseUrl` / `apiKey` / `authHeader` / `auth` | Channel credentials; on a New API channel `authHeader` is `Bearer <channel key>` and `apiKey` is the key for every auth type |
+| `upstream` | `{kind: "vendor" \| "new_api"}` from the executing channel type |
 | `data` | Current `Task.Data` snapshot |
 | `state` | Plugin-owned `PrivateData.PluginState` |
 
@@ -360,7 +519,8 @@ per-call pricing keeps its existing meaning and submission-ratio hook.
 ### Optional SSE response reader
 
 `meta.submitResponseTypes` defaults to `["json"]`. A plugin that needs SSE
-includes `"sse"` and exports `parseSubmitEvent`. `buildSubmitRequest` selects
+includes `"sse"` and exports `parseSubmitEvent`, or `parseSubmitEventDelta` for
+host-managed accumulation (below). `buildSubmitRequest` selects
 `responseType: "sse"` on its request descriptor (default `"json"`); the selected
 type must be declared. This optional v1 manifest field requires a supporting
 host: older strict hosts reject it instead of silently misreading the stream.
@@ -383,14 +543,23 @@ when accumulating, rather than mutating host-backed arrays in place.
 Idle runtimes survive garbage collection in a pool bounded by the plugin's
 configured concurrency. The host creates additional instances on demand and
 discards interrupted instances. Cancellation callbacks finish before an instance
-is returned to the pool. Hook bindings remain live; the host does not freeze
-exported functions or object members. No JavaScript execution slot is held while
+is returned to the pool, and the engine then drops its references to the
+finished call's arguments, so an idle instance does not keep the last request's
+data alive; values a plugin kept in module variables still keep theirs. Hook
+bindings remain live; the host does not freeze
+exported functions or object members. Whether an optional hook (the usage
+hooks, `listArtifacts`, `buildContentRequest`) is exported is decided once,
+when the plugin loads: an export that is `undefined` then counts as absent,
+and assigning it later does not make the host call it. No JavaScript execution slot is held while
 waiting for the next upstream event.
 
-The host may copy plain JSON containers without re-encoding their string values;
-hook inputs and successive states remain separate snapshots. State size is still
-checked against its actual encoded JSON bytes after every event, including
-intermediate state that a later event might replace with a smaller value.
+The host passes the returned state to the next event as is (see
+[Hook arguments and results](#hook-arguments-and-results)); changes a hook makes
+to `previousState` without returning them are not kept. State that is not plain
+JSON, such as a typed array, is first normalized through its JSON encoding.
+State size is still checked against its actual encoded JSON bytes after every
+event, including intermediate state that a later event might replace with a
+smaller value.
 
 A complete, blank-line-delimited event whose hook returns `done: true` terminates
 the reader and closes the upstream response. The last state is passed as
@@ -415,10 +584,12 @@ does not add task creation before upstream completion or stream resumption.
 
 ### Optional host-managed SSE accumulation
 
-Declaring `submit-sse-delta@1` requires `submitResponseTypes` to include `sse`
-and selects `parseSubmitEventDelta` instead of `parseSubmitEvent`. The descriptor
-still uses `responseType: "sse"`. Existing plugins without this capability keep
-the snapshot hook and its original contract.
+A plugin that includes `sse` and exports `parseSubmitEventDelta` without
+`parseSubmitEvent` uses `parseSubmitEventDelta`, and so does a plugin that
+declares `submit-sse-delta@1`. The descriptor still uses `responseType: "sse"`.
+A plugin that exports `parseSubmitEvent` and does not declare
+`submit-sse-delta@1` keeps the snapshot hook and its original contract, even if
+it also exports `parseSubmitEventDelta`.
 
 ```ts
 parseSubmitEventDelta(ctx: DriverContext,
diff --git a/docs/plugin-api/v1.schema.json b/docs/plugin-api/v1.schema.json
index c6fdbd3..f8599d2 100644
--- a/docs/plugin-api/v1.schema.json
+++ b/docs/plugin-api/v1.schema.json
@@ -13,13 +13,14 @@
     "baseUrl": {"type": "string", "format": "uri", "pattern": "^https?://", "maxLength": 191},
     "channelTypes": {"type": "array", "uniqueItems": true, "items": {"type": "integer", "minimum": 1}}, "models": {"type": "array", "minItems": 1, "uniqueItems": true, "items": {"type": "string", "minLength": 1}},
     "fetchMode": {"enum": ["per_task", "batch"]}, "allowedHosts": {"type": "array", "uniqueItems": true, "items": {"type": "string"}},
+    "upstreams": {"type": "array", "uniqueItems": true, "items": {"$ref": "#/$defs/upstreamKind"}, "description": "Upstream kinds the driver addresses. vendor is implied; new_api makes the plugin bindable to type-60 New API channels."},
     "protocols": {"type": "array", "uniqueItems": true, "items": {"oneOf": [
-      {"enum": ["openai_video"]},
+      {"enum": ["openai_video", "openai_image"]},
       {"type": "object", "additionalProperties": false, "required": ["name", "supports"], "properties": {"name": {"const": "openai_responses"}, "supports": {"type": "array", "minItems": 1, "uniqueItems": true, "items": {"enum": ["stream", "sync", "background"]}}, "models": {"type": "array", "minItems": 1, "uniqueItems": true, "items": {"type": "string", "minLength": 1}}}},
-      {"type": "object", "additionalProperties": false, "required": ["name"], "properties": {"name": {"const": "openai_video"}, "models": {"type": "array", "minItems": 1, "uniqueItems": true, "items": {"type": "string", "minLength": 1}}}}
+      {"type": "object", "additionalProperties": false, "required": ["name"], "properties": {"name": {"enum": ["openai_video", "openai_image"]}, "models": {"type": "array", "minItems": 1, "uniqueItems": true, "items": {"type": "string", "minLength": 1}}}}
     ]}},
     "submitResponseTypes": {"type": "array", "minItems": 1, "uniqueItems": true, "items": {"enum": ["json", "sse"]}},
-    "requiredCapabilities": {"type": "array", "uniqueItems": true, "items": {"enum": ["json-clone@1", "submit-sse-delta@1"]}},
+    "requiredCapabilities": {"type": "array", "uniqueItems": true, "items": {"enum": ["json-clone@1", "submit-sse-delta@1", "json-order@1", "duration-auto@1"]}},
     "routes": {"type": "array", "items": {"$ref": "#/$defs/route"}}, "usageSchema": {"type": "object", "additionalProperties": {"$ref": "#/$defs/usageField"}}, "usageExamples": {"type": "array", "items": {"type": "object", "additionalProperties": false, "required": ["label", "facts"], "properties": {"label": {"type": "string"}, "facts": {"type": "object"}}}}, "usageProfiles": {"type": "array", "items": {"$ref": "#/$defs/usageProfile"}}, "auth": {}
   },
   "allOf": [{"if": {"required": ["requiredCapabilities"], "properties": {"requiredCapabilities": {"contains": {"const": "submit-sse-delta@1"}}}}, "then": {"required": ["submitResponseTypes"], "properties": {"submitResponseTypes": {"contains": {"const": "sse"}}}}}],
@@ -103,11 +104,19 @@
         "maxBytes": {"type": "integer", "exclusiveMinimum": 0}
       }
     },
-    "route": {"type": "object", "additionalProperties": false, "required": ["method", "path", "type", "render"], "properties": {"method": {"enum": ["GET", "POST", "PUT", "PATCH", "DELETE"]}, "path": {"type": "string", "pattern": "^/"}, "type": {"enum": ["submit", "query", "dynamic"]}, "action": {"type": "string"}, "taskIdParam": {"type": "string"}, "decode": {"type": "string"}, "render": {"type": "string"}, "models": {"type": "array", "minItems": 1, "uniqueItems": true, "items": {"type": "string", "minLength": 1}}}, "allOf": [{"if": {"properties": {"type": {"const": "query"}}}, "then": {"allOf": [{"not": {"required": ["decode"]}}, {"not": {"required": ["models"]}}]}}, {"if": {"properties": {"type": {"enum": ["submit", "dynamic"]}}}, "then": {"required": ["decode"]}}]},
+    "route": {"type": "object", "additionalProperties": false, "required": ["method", "path", "type", "render"], "properties": {"method": {"enum": ["GET", "POST", "PUT", "PATCH", "DELETE"]}, "path": {"type": "string", "pattern": "^/"}, "type": {"enum": ["submit", "query", "dynamic"]}, "action": {"type": "string"}, "taskIdParam": {"type": "string"}, "retainResult": {"type": "boolean"}, "decode": {"type": "string"}, "render": {"type": "string"}, "models": {"type": "array", "minItems": 1, "uniqueItems": true, "items": {"type": "string", "minLength": 1}}}, "allOf": [{"if": {"properties": {"type": {"const": "query"}}}, "then": {"allOf": [{"not": {"required": ["decode"]}}, {"not": {"required": ["models"]}}, {"not": {"required": ["retainResult"]}}]}}, {"if": {"properties": {"type": {"enum": ["submit", "dynamic"]}}}, "then": {"required": ["decode"]}}]},
+    "upstreamKind": {"enum": ["vendor", "new_api"]},
+    "upstreamContext": {
+      "type": "object",
+      "additionalProperties": false,
+      "required": ["kind"],
+      "properties": {"kind": {"$ref": "#/$defs/upstreamKind"}},
+      "description": "Host-injected on every driver hook context; new_api means the executing channel is a type-60 New API channel with Bearer credentials already applied."
+    },
     "taskQueryContext": {
       "type": "object",
       "additionalProperties": false,
-      "required": ["taskId", "publicTaskId", "action", "model", "upstreamModel", "baseUrl", "authHeader", "data", "state"],
+      "required": ["taskId", "publicTaskId", "action", "model", "upstreamModel", "baseUrl", "authHeader", "upstream", "data", "state"],
       "properties": {
         "taskId": {"type": "string"},
         "publicTaskId": {"type": "string"},
@@ -118,6 +127,7 @@
         "apiKey": {"type": "string"},
         "authHeader": {"type": "string"},
         "auth": true,
+        "upstream": {"$ref": "#/$defs/upstreamContext"},
         "data": true,
         "state": true
       }
@@ -125,12 +135,13 @@
     "batchQueryContext": {
       "type": "object",
       "additionalProperties": false,
-      "required": ["baseUrl", "authHeader", "tasks"],
+      "required": ["baseUrl", "authHeader", "upstream", "tasks"],
       "properties": {
         "baseUrl": {"type": "string"},
         "apiKey": {"type": "string"},
         "authHeader": {"type": "string"},
         "auth": true,
+        "upstream": {"$ref": "#/$defs/upstreamContext"},
         "tasks": {"type": "array", "items": {"$ref": "#/$defs/taskQueryContext"}}
       }
     },
diff --git a/docs/token-routing-custom18.md b/docs/token-routing-custom18.md
index 01a6d2d..4498b07 100644
--- a/docs/token-routing-custom18.md
+++ b/docs/token-routing-custom18.md
@@ -7,7 +7,7 @@ API 密钥编辑页使用一个分组池；数字越小越优先，相同数字
 - `custom`：自定义池与模型规则。
 - `inherit`：跟随用户可用的全局 Auto 分组。
 - `user`：跟随用户当前所属分组。
-- “Astra 优先 preferred-group”只是快捷预设；仅在池内已有 `preferred-group` 或本站的 `example-preferred` 时可用，不会自动加入分组或覆盖已有 Astra 规则。
+- “Astra 优先指定分组”是快捷预设；先从当前分组池选择目标分组，不会自动加入分组或覆盖已有 Astra 规则。
 - 服务端路由预览只计算顺序，不调用上游、不计费。渠道可用性与会话绑定仍会影响实际选择。
 - 成功会话绑定按用户、Token、原始模型和会话隔离；新会话按模型规则选择，已有成功绑定优先。失败清除绑定后不会重新采用同一历史日志绑定。
 
diff --git a/dto/task.go b/dto/task.go
index 5a178bc..6e9a6d4 100644
--- a/dto/task.go
+++ b/dto/task.go
@@ -32,29 +32,32 @@ func (t *TaskResponse[T]) IsSuccess() bool {
 }
 
 type TaskDto struct {
-	ID                   int64           `json:"id"`
-	CreatedAt            int64           `json:"created_at"`
-	UpdatedAt            int64           `json:"updated_at"`
-	TaskID               string          `json:"task_id"`
-	Platform             string          `json:"platform"`
-	UserId               int             `json:"user_id"`
-	Group                string          `json:"group"`
-	ChannelId            int             `json:"channel_id"`
-	Quota                int             `json:"quota"`
-	Action               string          `json:"action"`
-	Status               string          `json:"status"`
-	FailReason           string          `json:"fail_reason"`
-	ResultURL            string          `json:"result_url,omitempty"` // 任务结果 URL（视频地址等）
-	LegacyVideoAvailable bool            `json:"legacy_video_available,omitempty"`
-	SubmitTime           int64           `json:"submit_time"`
-	StartTime            int64           `json:"start_time"`
-	FinishTime           int64           `json:"finish_time"`
-	Progress             string          `json:"progress"`
-	Properties           any             `json:"properties"`
-	Username             string          `json:"username,omitempty"`
-	Data                 json.RawMessage `json:"data"`
-	AdminInfo            *TaskAdminInfo  `json:"admin_info,omitempty"`
-	RootInfo             *TaskRootInfo   `json:"root_info,omitempty"`
+	ID                   int64  `json:"id"`
+	CreatedAt            int64  `json:"created_at"`
+	UpdatedAt            int64  `json:"updated_at"`
+	TaskID               string `json:"task_id"`
+	Platform             string `json:"platform"`
+	UserId               int    `json:"user_id"`
+	Group                string `json:"group"`
+	ChannelId            int    `json:"channel_id"`
+	Quota                int    `json:"quota"`
+	Action               string `json:"action"`
+	Status               string `json:"status"`
+	FailReason           string `json:"fail_reason"`
+	ResultURL            string `json:"result_url,omitempty"` // 任务结果 URL（视频地址等）
+	LegacyVideoAvailable bool   `json:"legacy_video_available,omitempty"`
+	// ResultDiscarded marks a synchronous result that was returned inline and
+	// never persisted; the UI must not offer artifact retrieval for it.
+	ResultDiscarded bool            `json:"result_discarded,omitempty"`
+	SubmitTime      int64           `json:"submit_time"`
+	StartTime       int64           `json:"start_time"`
+	FinishTime      int64           `json:"finish_time"`
+	Progress        string          `json:"progress"`
+	Properties      any             `json:"properties"`
+	Username        string          `json:"username,omitempty"`
+	Data            json.RawMessage `json:"data"`
+	AdminInfo       *TaskAdminInfo  `json:"admin_info,omitempty"`
+	RootInfo        *TaskRootInfo   `json:"root_info,omitempty"`
 }
 
 type TaskPluginInfo struct {
diff --git a/dto/task_plugin.go b/dto/task_plugin.go
index 84c2a77..bf24197 100644
--- a/dto/task_plugin.go
+++ b/dto/task_plugin.go
@@ -9,15 +9,17 @@ type TaskPluginError struct {
 
 // TaskView is the only persisted-task shape exposed to JavaScript plugins.
 // It deliberately excludes ownership, channel, quota, properties, and private
-// upstream identifiers.
+// upstream identifiers. Fields are sorted by JSON name so the encoded view
+// orders its keys as an encoded map does; hooks receive it parsed from that
+// text.
 type TaskView struct {
-	TaskID     string `json:"task_id"`
-	Platform   string `json:"platform"`
-	Status     string `json:"status"`
-	Progress   string `json:"progress"`
-	FailReason string `json:"fail_reason"`
 	CreatedAt  int64  `json:"created_at"`
-	UpdatedAt  int64  `json:"updated_at,omitempty"`
-	FinishedAt int64  `json:"finished_at,omitempty"`
 	Data       any    `json:"data,omitempty"`
+	FailReason string `json:"fail_reason"`
+	FinishedAt int64  `json:"finished_at,omitempty"`
+	Platform   string `json:"platform"`
+	Progress   string `json:"progress"`
+	Status     string `json:"status"`
+	TaskID     string `json:"task_id"`
+	UpdatedAt  int64  `json:"updated_at,omitempty"`
 }
diff --git a/electron/build.sh b/electron/build.sh
index 001ad58..e8426a5 100644
--- a/electron/build.sh
+++ b/electron/build.sh
@@ -15,25 +15,25 @@ cd ..
 
 if [[ "$OSTYPE" == "darwin"* ]]; then
     echo "Building for macOS..."
-    CGO_ENABLED=1 go build -ldflags="-s -w" -o new-api
+    CGO_ENABLED=1 go build -pgo="$(go list -m -f '{{.Dir}}' github.com/Calcium-Ion/moejs)/default.pgo" -ldflags="-s -w" -o new-api
     cd electron
     npm install
     npm run build:mac
 elif [[ "$OSTYPE" == "linux-gnu"* ]]; then
     echo "Building for Linux..."
-    CGO_ENABLED=1 go build -ldflags="-s -w" -o new-api
+    CGO_ENABLED=1 go build -pgo="$(go list -m -f '{{.Dir}}' github.com/Calcium-Ion/moejs)/default.pgo" -ldflags="-s -w" -o new-api
     cd electron
     npm install
     npm run build:linux
 elif [[ "$OSTYPE" == "msys" || "$OSTYPE" == "cygwin" || "$OSTYPE" == "win32" ]]; then
     echo "Building for Windows..."
-    CGO_ENABLED=1 go build -ldflags="-s -w" -o new-api.exe
+    CGO_ENABLED=1 go build -pgo="$(go list -m -f '{{.Dir}}' github.com/Calcium-Ion/moejs)/default.pgo" -ldflags="-s -w" -o new-api.exe
     cd electron
     npm install
     npm run build:win
 else
     echo "Unknown OS, building for current platform..."
-    CGO_ENABLED=1 go build -ldflags="-s -w" -o new-api
+    CGO_ENABLED=1 go build -pgo="$(go list -m -f '{{.Dir}}' github.com/Calcium-Ion/moejs)/default.pgo" -ldflags="-s -w" -o new-api
     cd electron
     npm install
     npm run build
diff --git a/electron/icon.png b/electron/icon.png
index c63ac2d77598af361f898c561ed40938719c8391..52e7394827ee0b820242767dddb0c353ceadd0a3 100644
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diff --git a/electron/package-lock.json b/electron/package-lock.json
index 84748e5..c0d8ffc 100644
--- a/electron/package-lock.json
+++ b/electron/package-lock.json
@@ -9,10 +9,20 @@
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+      "license": "BSD-2-Clause",
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-        "fs-extra": "^8.1.0",
-        "got": "^11.8.5",
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       },
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-        "node": ">=12"
+        "node": ">=22.12.0"
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+        "undici": "^7.24.4"
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+    },
+    "node_modules/@electron/get/node_modules/env-paths": {
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+      "resolved": "https://registry.npmjs.org/env-paths/-/env-paths-3.0.0.tgz",
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+      "dev": true,
+      "license": "MIT",
+      "engines": {
+        "node": "^12.20.0 || ^14.13.1 || >=16.0.0"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/sindresorhus"
+      }
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+      "resolved": "https://registry.npmjs.org/undici/-/undici-7.30.0.tgz",
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+      "license": "MIT",
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@@ -1093,9 +1115,9 @@
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+      "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-5.0.12.tgz",
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@@ -1105,16 +1127,6 @@
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-        "@electron/get": "^2.0.0",
-        "@types/node": "^22.7.7",
-        "extract-zip": "^2.0.1"
+        "@electron-internal/extract-zip": "^1.0.1",
+        "@electron/get": "^5.0.0",
+        "@types/node": "^24.9.0"
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       "bin": {
         "electron": "cli.js"
       },
       "engines": {
-        "node": ">= 12.20.55"
+        "node": ">= 22.12.0"
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@@ -2029,27 +2041,6 @@
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-      "integrity": "sha512-Y7/KDsb8LjooZpwaqGyulO6DQlksgCncchHGk+sZIY4SBvUocMBEFH5Ur1fI4dV+Jvl0w6cjvucaIi40puRioA==",
-      "dev": true,
-      "license": "ISC",
-      "bin": {
-        "semver": "bin/semver.js"
-      },
-      "engines": {
-        "node": ">=10"
-      }
-    },
     "node_modules/node-gyp": {
       "version": "12.4.0",
       "resolved": "https://registry.npmjs.org/node-gyp/-/node-gyp-12.4.0.tgz",
@@ -2957,19 +2883,6 @@
         "node": ">=20"
       }
     },
-    "node_modules/node-gyp/node_modules/semver": {
-      "version": "7.8.5",
-      "resolved": "https://registry.npmjs.org/semver/-/semver-7.8.5.tgz",
-      "integrity": "sha512-Y7/KDsb8LjooZpwaqGyulO6DQlksgCncchHGk+sZIY4SBvUocMBEFH5Ur1fI4dV+Jvl0w6cjvucaIi40puRioA==",
-      "dev": true,
-      "license": "ISC",
-      "bin": {
-        "semver": "bin/semver.js"
-      },
-      "engines": {
-        "node": ">=10"
-      }
-    },
     "node_modules/node-gyp/node_modules/which": {
       "version": "6.0.1",
       "resolved": "https://registry.npmjs.org/which/-/which-6.0.1.tgz",
@@ -3104,13 +3017,6 @@
         "url": "https://github.com/sponsors/jet2jet"
       }
     },
-    "node_modules/pend": {
-      "version": "1.2.0",
-      "resolved": "https://registry.npmjs.org/pend/-/pend-1.2.0.tgz",
-      "integrity": "sha512-F3asv42UuXchdzt+xXqfW1OGlVBe+mxa2mqI0pg5yAHZPvFmY3Y6drSf/GQ1A86WgWEN9Kzh/WrgKa6iGcHXLg==",
-      "dev": true,
-      "license": "MIT"
-    },
     "node_modules/picocolors": {
       "version": "1.1.1",
       "resolved": "https://registry.npmjs.org/picocolors/-/picocolors-1.1.1.tgz",
@@ -3463,13 +3369,16 @@
       }
     },
     "node_modules/semver": {
-      "version": "6.3.1",
-      "resolved": "https://registry.npmjs.org/semver/-/semver-6.3.1.tgz",
-      "integrity": "sha512-BR7VvDCVHO+q2xBEWskxS6DJE1qRnb7DxzUrogb71CWoSficBxYsiAGd+Kl0mmq/MprG9yArRkyrQxTO6XjMzA==",
+      "version": "7.8.5",
+      "resolved": "https://registry.npmjs.org/semver/-/semver-7.8.5.tgz",
+      "integrity": "sha512-Y7/KDsb8LjooZpwaqGyulO6DQlksgCncchHGk+sZIY4SBvUocMBEFH5Ur1fI4dV+Jvl0w6cjvucaIi40puRioA==",
       "dev": true,
       "license": "ISC",
       "bin": {
         "semver": "bin/semver.js"
+      },
+      "engines": {
+        "node": ">=10"
       }
     },
     "node_modules/semver-compare": {
@@ -3540,19 +3449,6 @@
         "node": ">=10"
       }
     },
-    "node_modules/simple-update-notifier/node_modules/semver": {
-      "version": "7.7.2",
-      "resolved": "https://registry.npmjs.org/semver/-/semver-7.7.2.tgz",
-      "integrity": "sha512-RF0Fw+rO5AMf9MAyaRXI4AV0Ulj5lMHqVxxdSgiVbixSCXoEmmX/jk0CuJw4+3SqroYO9VoUh+HcuJivvtJemA==",
-      "dev": true,
-      "license": "ISC",
-      "bin": {
-        "semver": "bin/semver.js"
-      },
-      "engines": {
-        "node": ">=10"
-      }
-    },
     "node_modules/source-map": {
       "version": "0.6.1",
       "resolved": "https://registry.npmjs.org/source-map/-/source-map-0.6.1.tgz",
@@ -3836,9 +3732,9 @@
       }
     },
     "node_modules/undici": {
-      "version": "6.28.0",
-      "resolved": "https://registry.npmjs.org/undici/-/undici-6.28.0.tgz",
-      "integrity": "sha512-LIY910g9TI13YS95lrMFrs8Rm/u/irgHeTWoKCoteeJ04CUJ92eEfj0rVn+7VKMPBpUPiUoBKfhNyLI23EE/KA==",
+      "version": "6.29.0",
+      "resolved": "https://registry.npmjs.org/undici/-/undici-6.29.0.tgz",
+      "integrity": "sha512-R+RODBqp6i2pPflGdq+xIOUkl+RNfGgHwoinecKu/JCuf2uO06cOKoDbI2P7Dn6KcswdKwrczbU6IYJ6K8X+wg==",
       "dev": true,
       "license": "MIT",
       "engines": {
@@ -3846,9 +3742,9 @@
       }
     },
     "node_modules/undici-types": {
-      "version": "6.21.0",
-      "resolved": "https://registry.npmjs.org/undici-types/-/undici-types-6.21.0.tgz",
-      "integrity": "sha512-iwDZqg0QAGrg9Rav5H4n0M64c3mkR59cJ6wQp+7C4nI0gsmExaedaYLNO44eT4AtBBwjbTiGPMlt2Md0T9H9JQ==",
+      "version": "7.24.6",
+      "resolved": "https://registry.npmjs.org/undici-types/-/undici-types-7.24.6.tgz",
+      "integrity": "sha512-WRNW+sJgj5OBN4/0JpHFqtqzhpbnV0GuB+OozA9gCL7a993SmU+1JBZCzLNxYsbMfIeDL+lTsphD5jN5N+n0zg==",
       "dev": true,
       "license": "MIT"
     },
@@ -4039,17 +3935,6 @@
         "node": ">=12"
       }
     },
-    "node_modules/yauzl": {
-      "version": "2.10.0",
-      "resolved": "https://registry.npmjs.org/yauzl/-/yauzl-2.10.0.tgz",
-      "integrity": "sha512-p4a9I6X6nu6IhoGmBqAcbJy1mlC4j27vEPZX9F4L4/vZT3Lyq1VkFHw/V/PUcB9Buo+DG3iHkT0x3Qya58zc3g==",
-      "dev": true,
-      "license": "MIT",
-      "dependencies": {
-        "buffer-crc32": "~0.2.3",
-        "fd-slicer": "~1.1.0"
-      }
-    },
     "node_modules/yocto-queue": {
       "version": "0.1.0",
       "resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz",
diff --git a/electron/package.json b/electron/package.json
index 53c4517..83a7990 100644
--- a/electron/package.json
+++ b/electron/package.json
@@ -25,7 +25,7 @@
   },
   "devDependencies": {
     "cross-env": "^7.0.3",
-    "electron": "39.8.10",
+    "electron": "41.10.6",
     "electron-builder": "^26.15.3"
   },
   "build": {
diff --git a/electron/tray-icon-windows.png b/electron/tray-icon-windows.png
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GIT binary patch
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diff --git a/electron/tray-iconTemplate.png b/electron/tray-iconTemplate.png
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GIT binary patch
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diff --git a/electron/tray-iconTemplate@2x.png b/electron/tray-iconTemplate@2x.png
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diff --git a/go.mod b/go.mod
index 05e0179..e38f529 100644
--- a/go.mod
+++ b/go.mod
@@ -1,10 +1,10 @@
 module github.com/QuantumNous/new-api
 
 // +heroku goVersion go1.18
-go 1.25.1
+go 1.26
 
 require (
-	github.com/Calcium-Ion/go-epay v0.0.4
+	github.com/Calcium-Ion/go-epay v0.0.5
 	github.com/abema/go-mp4 v1.4.1
 	github.com/andybalholm/brotli v1.2.0
 	github.com/anknown/ahocorasick v0.0.0-20190904063843-d75dbd5169c0
@@ -27,7 +27,7 @@ require (
 	github.com/go-webauthn/webauthn v0.14.0
 	github.com/golang-jwt/jwt/v5 v5.3.0
 	github.com/google/uuid v1.6.0
-	github.com/gorilla/websocket v1.5.0
+	github.com/gorilla/websocket v1.5.3
 	github.com/grafana/pyroscope-go v1.2.7
 	github.com/jfreymuth/oggvorbis v1.0.5
 	github.com/jinzhu/copier v0.4.0
@@ -41,13 +41,13 @@ require (
 	github.com/samber/lo v1.53.0
 	github.com/shirou/gopsutil v3.21.11+incompatible
 	github.com/shopspring/decimal v1.4.0
-	github.com/stretchr/testify v1.11.1
+	github.com/stretchr/testify v1.12.1
 	github.com/stripe/stripe-go/v81 v81.4.0
 	github.com/tcolgate/mp3 v0.0.0-20170426193717-e79c5a46d300
 	github.com/thanhpk/randstr v1.0.6
 	github.com/tidwall/gjson v1.19.0
 	github.com/tidwall/sjson v1.2.5
-	github.com/tiktoken-go/tokenizer v0.6.2
+	github.com/tiktoken-go/tokenizer v0.8.1 // indirect
 	github.com/waffo-com/waffo-go v1.3.2
 	github.com/yapingcat/gomedia v0.0.0-20240906162731-17feea57090c
 	golang.org/x/crypto v0.52.0
@@ -72,12 +72,13 @@ require (
 	github.com/ClickHouse/ch-go v0.71.0 // indirect
 	github.com/bmatcuk/doublestar/v4 v4.6.1 // indirect
 	github.com/casbin/govaluate v1.10.0 // indirect
-	github.com/dlclark/regexp2/v2 v2.2.2 // indirect
+	github.com/dlclark/regexp2/v2 v2.5.1 // indirect
 	github.com/go-faster/city v1.0.1 // indirect
 	github.com/go-faster/errors v0.7.1 // indirect
 	github.com/go-jose/go-jose/v4 v4.1.4 // indirect
 	github.com/go-sourcemap/sourcemap v2.1.3+incompatible // indirect
 	github.com/google/pprof v0.0.0-20250317173921-a4b03ec1a45e // indirect
+	github.com/grafana/sobek v0.0.0-20260708062710-267a0e055bb4 // indirect
 	github.com/hashicorp/go-version v1.8.0 // indirect
 	github.com/paulmach/orb v0.12.0 // indirect
 	github.com/pierrec/lz4/v4 v4.1.25 // indirect
@@ -86,13 +87,12 @@ require (
 	github.com/yuin/gopher-lua v1.1.1 // indirect
 	go.opentelemetry.io/otel v1.41.0 // indirect
 	go.opentelemetry.io/otel/trace v1.41.0 // indirect
-	go.yaml.in/yaml/v3 v3.0.4 // indirect
+	go.yaml.in/yaml/v3 v3.0.5 // indirect
 )
 
 require (
 	github.com/Azure/go-ntlmssp v0.1.1
 	github.com/alicebob/miniredis/v2 v2.38.0
-	github.com/grafana/sobek v0.0.0-20260708062710-267a0e055bb4
 	github.com/openai/openai-go v1.12.0
 )
 
@@ -108,12 +108,10 @@ require (
 	github.com/bytedance/sonic/loader v0.3.0 // indirect
 	github.com/cespare/xxhash/v2 v2.3.0 // indirect
 	github.com/cloudwego/base64x v0.1.6 // indirect
-	github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc // indirect
 	github.com/dgryski/go-rendezvous v0.0.0-20200823014737-9f7001d12a5f // indirect
-	github.com/dlclark/regexp2 v1.11.5 // indirect
 	github.com/dustin/go-humanize v1.0.1 // indirect
 	github.com/expr-lang/expr v1.17.8
-	github.com/fxamacker/cbor/v2 v2.9.0 // indirect
+	github.com/fxamacker/cbor/v2 v2.9.0
 	github.com/gabriel-vasile/mimetype v1.4.3 // indirect
 	github.com/gin-contrib/sse v0.1.0 // indirect
 	github.com/glebarez/go-sqlite v1.21.2
@@ -135,7 +133,7 @@ require (
 	github.com/jfreymuth/vorbis v1.0.2 // indirect
 	github.com/jinzhu/inflection v1.0.0 // indirect
 	github.com/jinzhu/now v1.1.5 // indirect
-	github.com/json-iterator/go v1.1.12 // indirect
+	github.com/json-iterator/go v1.1.12
 	github.com/klauspost/cpuid/v2 v2.3.0 // indirect
 	github.com/leodido/go-urn v1.4.0 // indirect
 	github.com/mattn/go-isatty v0.0.20 // indirect
@@ -147,10 +145,9 @@ require (
 	github.com/munnerz/goautoneg v0.0.0-20191010083416-a7dc8b61c822 // indirect
 	github.com/ncruces/go-strftime v0.1.9 // indirect
 	github.com/pelletier/go-toml/v2 v2.2.1 // indirect
-	github.com/pmezard/go-difflib v1.0.1-0.20181226105442-5d4384ee4fb2 // indirect
 	github.com/prometheus/client_golang v1.22.0 // indirect
 	github.com/prometheus/client_model v0.6.1 // indirect
-	github.com/prometheus/common v0.62.0 // indirect
+	github.com/prometheus/common v0.62.0
 	github.com/prometheus/procfs v0.15.1 // indirect
 	github.com/remyoudompheng/bigfft v0.0.0-20230129092748-24d4a6f8daec // indirect
 	github.com/samber/go-singleflightx v0.3.2 // indirect
@@ -172,8 +169,12 @@ require (
 )
 
 require (
+	github.com/Calcium-Ion/moejs v0.1.0-alpha.7
 	github.com/ClickHouse/clickhouse-go/v2 v2.46.0
 	github.com/QuantumNous/new-api/relaykit v0.0.0
+	github.com/QuantumNous/new-api/tokenkit v0.0.0
 )
 
 replace github.com/QuantumNous/new-api/relaykit => ./relaykit
+
+replace github.com/QuantumNous/new-api/tokenkit => ./tokenkit
diff --git a/go.sum b/go.sum
index cb4c676..581d61e 100644
--- a/go.sum
+++ b/go.sum
@@ -631,8 +631,10 @@ github.com/BurntSushi/toml v1.2.1/go.mod h1:CxXYINrC8qIiEnFrOxCa7Jy5BFHlXnUU2pbi
 github.com/BurntSushi/toml v1.6.0 h1:dRaEfpa2VI55EwlIW72hMRHdWouJeRF7TPYhI+AUQjk=
 github.com/BurntSushi/toml v1.6.0/go.mod h1:ukJfTF/6rtPPRCnwkur4qwRxa8vTRFBF0uk2lLoLwho=
 github.com/BurntSushi/xgb v0.0.0-20160522181843-27f122750802/go.mod h1:IVnqGOEym/WlBOVXweHU+Q+/VP0lqqI8lqeDx9IjBqo=
-github.com/Calcium-Ion/go-epay v0.0.4 h1:C96M7WfRLadcIVscWzwLiYs8etI1wrDmtFMuK2zP22A=
-github.com/Calcium-Ion/go-epay v0.0.4/go.mod h1:cxo/ZOg8ClvE3VAnCmEzbuyAZINSq7kFEN9oHj5WQ2U=
+github.com/Calcium-Ion/go-epay v0.0.5 h1:TgIx44c/bhdFqso4kbmDzZFzgyDJLma5hMDNA6sOXbo=
+github.com/Calcium-Ion/go-epay v0.0.5/go.mod h1:cxo/ZOg8ClvE3VAnCmEzbuyAZINSq7kFEN9oHj5WQ2U=
+github.com/Calcium-Ion/moejs v0.1.0-alpha.7 h1:WddI+y1792kpl1fTFDzk5PSqcV3I+IkpOJVgHM2TpfI=
+github.com/Calcium-Ion/moejs v0.1.0-alpha.7/go.mod h1:9YqHj36EV7pzV/vlEYSw49f3oggeJFdmqcjM9TmDpHs=
 github.com/ClickHouse/ch-go v0.58.2/go.mod h1:Ap/0bEmiLa14gYjCiRkYGbXvbe8vwdrfTYWhsuQ99aw=
 github.com/ClickHouse/ch-go v0.71.0 h1:bUdZ/EZj/LcVHsMqaRUP2holqygrPWQKeMjc6nZoyRM=
 github.com/ClickHouse/ch-go v0.71.0/go.mod h1:NwbNc+7jaqfY58dmdDUbG4Jl22vThgx1cYjBw0vtgXw=
@@ -643,8 +645,6 @@ github.com/ClickHouse/clickhouse-go/v2 v2.46.0/go.mod h1:giJfUVlMkcfUEPVfRpt51zZ
 github.com/DmitriyVTitov/size v1.5.0 h1:/PzqxYrOyOUX1BXj6J9OuVRVGe+66VL4D9FlUaW515g=
 github.com/DmitriyVTitov/size v1.5.0/go.mod h1:le6rNI4CoLQV1b9gzp1+3d7hMAD/uu2QcJ+aYbNgiU0=
 github.com/JohnCGriffin/overflow v0.0.0-20211019200055-46fa312c352c/go.mod h1:X0CRv0ky0k6m906ixxpzmDRLvX58TFUKS2eePweuyxk=
-github.com/Masterminds/semver/v3 v3.5.0 h1:kQceYJfbupGfZOKZQg0kou0DgAKhzDg2NZPAwZ/2OOE=
-github.com/Masterminds/semver/v3 v3.5.0/go.mod h1:4V+yj/TJE1HU9XfppCwVMZq3I84lprf4nC11bSS5beM=
 github.com/Microsoft/go-winio v0.4.11/go.mod h1:VhR8bwka0BXejwEJY73c50VrPtXAaKcyvVC4A4RozmA=
 github.com/Microsoft/go-winio v0.4.14/go.mod h1:qXqCSQ3Xa7+6tgxaGTIe4Kpcdsi+P8jBhyzoq1bpyYA=
 github.com/Microsoft/go-winio v0.4.15-0.20190919025122-fc70bd9a86b5/go.mod h1:tTuCMEN+UleMWgg9dVx4Hu52b1bJo+59jBh3ajtinzw=
@@ -1012,10 +1012,8 @@ github.com/dgryski/go-rendezvous v0.0.0-20200823014737-9f7001d12a5f h1:lO4WD4F/r
 github.com/dgryski/go-rendezvous v0.0.0-20200823014737-9f7001d12a5f/go.mod h1:cuUVRXasLTGF7a8hSLbxyZXjz+1KgoB3wDUb6vlszIc=
 github.com/dgryski/go-sip13 v0.0.0-20181026042036-e10d5fee7954/go.mod h1:vAd38F8PWV+bWy6jNmig1y/TA+kYO4g3RSRF0IAv0no=
 github.com/distribution/distribution/v3 v3.0.0-20220526142353-ffbd94cbe269/go.mod h1:28YO/VJk9/64+sTGNuYaBjWxrXTPrj0C0XmgTIOjxX4=
-github.com/dlclark/regexp2 v1.11.5 h1:Q/sSnsKerHeCkc/jSTNq1oCm7KiVgUMZRDUoRu0JQZQ=
-github.com/dlclark/regexp2 v1.11.5/go.mod h1:DHkYz0B9wPfa6wondMfaivmHpzrQ3v9q8cnmRbL6yW8=
-github.com/dlclark/regexp2/v2 v2.2.2 h1:MYWvNYw8okuqNhwTYO587EZMiDruVa2vhV6fsGpfya0=
-github.com/dlclark/regexp2/v2 v2.2.2/go.mod h1:avUrQvPaLz2DrFNHJF0taWAFFX2C1GMSSoeiqFjcBmU=
+github.com/dlclark/regexp2/v2 v2.5.1 h1:E5Ug7Dh264W1ymdySmiHNcDG7fmsR307APCE5R07a20=
+github.com/dlclark/regexp2/v2 v2.5.1/go.mod h1:avUrQvPaLz2DrFNHJF0taWAFFX2C1GMSSoeiqFjcBmU=
 github.com/dmarkham/enumer v1.5.8/go.mod h1:d10o8R3t/gROm2p3BXqTkMt2+HMuxEmWCXzorAruYak=
 github.com/dnaeon/go-vcr v1.0.1/go.mod h1:aBB1+wY4s93YsC3HHjMBMrwTj2R9FHDzUr9KyGc8n1E=
 github.com/docker/cli v0.0.0-20191017083524-a8ff7f821017/go.mod h1:JLrzqnKDaYBop7H2jaqPtU4hHvMKP+vjCwu2uszcLI8=
@@ -1118,8 +1116,6 @@ github.com/gin-gonic/gin v1.9.1 h1:4idEAncQnU5cB7BeOkPtxjfCSye0AAm1R0RVIqJ+Jmg=
 github.com/gin-gonic/gin v1.9.1/go.mod h1:hPrL7YrpYKXt5YId3A/Tnip5kqbEAP+KLuI3SUcPTeU=
 github.com/glebarez/go-sqlite v1.21.2 h1:3a6LFC4sKahUunAmynQKLZceZCOzUthkRkEAl9gAXWo=
 github.com/glebarez/go-sqlite v1.21.2/go.mod h1:sfxdZyhQjTM2Wry3gVYWaW072Ri1WMdWJi0k6+3382k=
-github.com/glebarez/sqlite v1.9.0 h1:Aj6bPA12ZEx5GbSF6XADmCkYXlljPNUY+Zf1EQxynXs=
-github.com/glebarez/sqlite v1.9.0/go.mod h1:YBYCoyupOao60lzp1MVBLEjZfgkq0tdB1voAQ09K9zw=
 github.com/glebarez/sqlite v1.11.0 h1:wSG0irqzP6VurnMEpFGer5Li19RpIRi2qvQz++w0GMw=
 github.com/glebarez/sqlite v1.11.0/go.mod h1:h8/o8j5wiAsqSPoWELDUdJXhjAhsVliSn7bWZjOhrgQ=
 github.com/go-audio/aiff v1.1.0 h1:m2LYgu/2BarpF2yZnFPWtY3Tp41k0A4y51gDRZZsEuU=
@@ -1222,8 +1218,6 @@ github.com/goccy/go-json v0.9.7/go.mod h1:6MelG93GURQebXPDq3khkgXZkazVtN9CRI+MGF
 github.com/goccy/go-json v0.9.11/go.mod h1:6MelG93GURQebXPDq3khkgXZkazVtN9CRI+MGFi0w8I=
 github.com/goccy/go-json v0.10.2 h1:CrxCmQqYDkv1z7lO7Wbh2HN93uovUHgrECaO5ZrCXAU=
 github.com/goccy/go-json v0.10.2/go.mod h1:6MelG93GURQebXPDq3khkgXZkazVtN9CRI+MGFi0w8I=
-github.com/goccy/go-yaml v1.19.2 h1:PmFC1S6h8ljIz6gMRBopkjP1TVT7xuwrButHID66PoM=
-github.com/goccy/go-yaml v1.19.2/go.mod h1:XBurs7gK8ATbW4ZPGKgcbrY1Br56PdM69F7LkFRi1kA=
 github.com/godbus/dbus v0.0.0-20151105175453-c7fdd8b5cd55/go.mod h1:/YcGZj5zSblfDWMMoOzV4fas9FZnQYTkDnsGvmh2Grw=
 github.com/godbus/dbus v0.0.0-20180201030542-885f9cc04c9c/go.mod h1:/YcGZj5zSblfDWMMoOzV4fas9FZnQYTkDnsGvmh2Grw=
 github.com/godbus/dbus v0.0.0-20190422162347-ade71ed3457e/go.mod h1:bBOAhwG1umN6/6ZUMtDFBMQR8jRg9O75tm9K00oMsK4=
@@ -1382,8 +1376,8 @@ github.com/gorilla/websocket v0.0.0-20170926233335-4201258b820c/go.mod h1:E7qHFY
 github.com/gorilla/websocket v1.4.0/go.mod h1:E7qHFY5m1UJ88s3WnNqhKjPHQ0heANvMoAMk2YaljkQ=
 github.com/gorilla/websocket v1.4.1/go.mod h1:YR8l580nyteQvAITg2hZ9XVh4b55+EU/adAjf1fMHhE=
 github.com/gorilla/websocket v1.4.2/go.mod h1:YR8l580nyteQvAITg2hZ9XVh4b55+EU/adAjf1fMHhE=
-github.com/gorilla/websocket v1.5.0 h1:PPwGk2jz7EePpoHN/+ClbZu8SPxiqlu12wZP/3sWmnc=
-github.com/gorilla/websocket v1.5.0/go.mod h1:YR8l580nyteQvAITg2hZ9XVh4b55+EU/adAjf1fMHhE=
+github.com/gorilla/websocket v1.5.3 h1:saDtZ6Pbx/0u+bgYQ3q96pZgCzfhKXGPqt7kZ72aNNg=
+github.com/gorilla/websocket v1.5.3/go.mod h1:YR8l580nyteQvAITg2hZ9XVh4b55+EU/adAjf1fMHhE=
 github.com/grafana/pyroscope-go v1.2.7 h1:VWBBlqxjyR0Cwk2W6UrE8CdcdD80GOFNutj0Kb1T8ac=
 github.com/grafana/pyroscope-go v1.2.7/go.mod h1:o/bpSLiJYYP6HQtvcoVKiE9s5RiNgjYTj1DhiddP2Pc=
 github.com/grafana/pyroscope-go/godeltaprof v0.1.9 h1:c1Us8i6eSmkW+Ez05d3co8kasnuOY813tbMN8i/a3Og=
@@ -1770,8 +1764,6 @@ github.com/pkg/errors v0.9.1/go.mod h1:bwawxfHBFNV+L2hUp1rHADufV3IMtnDRdf1r5NINE
 github.com/pkg/sftp v1.10.1/go.mod h1:lYOWFsE0bwd1+KfKJaKeuokY15vzFx25BLbzYYoAxZI=
 github.com/pkg/sftp v1.13.1/go.mod h1:3HaPG6Dq1ILlpPZRO0HVMrsydcdLt6HRDccSgb87qRg=
 github.com/pmezard/go-difflib v1.0.0/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4=
-github.com/pmezard/go-difflib v1.0.1-0.20181226105442-5d4384ee4fb2 h1:Jamvg5psRIccs7FGNTlIRMkT8wgtp5eCXdBlqhYGL6U=
-github.com/pmezard/go-difflib v1.0.1-0.20181226105442-5d4384ee4fb2/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4=
 github.com/posener/complete v1.1.1/go.mod h1:em0nMJCgc9GFtwrmVmEMR/ZL6WyhyjMBndrE9hABlRI=
 github.com/power-devops/perfstat v0.0.0-20210106213030-5aafc221ea8c/go.mod h1:OmDBASR4679mdNQnz2pUhc2G8CO2JrUAVFDRBDP/hJE=
 github.com/pquerna/cachecontrol v0.0.0-20171018203845-0dec1b30a021/go.mod h1:prYjPmNq4d1NPVmpShWobRqXY3q7Vp+80DqgxxUrUIA=
@@ -1929,8 +1921,9 @@ github.com/stretchr/objx v0.1.1/go.mod h1:HFkY916IF+rwdDfMAkV7OtwuqBVzrE8GR6GFx+
 github.com/stretchr/objx v0.2.0/go.mod h1:qt09Ya8vawLte6SNmTgCsAVtYtaKzEcn8ATUoHMkEqE=
 github.com/stretchr/objx v0.4.0/go.mod h1:YvHI0jy2hoMjB+UWwv71VJQ9isScKT/TqJzVSSt89Yw=
 github.com/stretchr/objx v0.5.0/go.mod h1:Yh+to48EsGEfYuaHDzXPcE3xhTkx73EhmCGUpEOglKo=
-github.com/stretchr/objx v0.5.2 h1:xuMeJ0Sdp5ZMRXx/aWO6RZxdr3beISkG5/G/aIRr3pY=
 github.com/stretchr/objx v0.5.2/go.mod h1:FRsXN1f5AsAjCGJKqEizvkpNtU+EGNCLh3NxZ/8L+MA=
+github.com/stretchr/objx v0.5.3 h1:jmXUvGomnU1o3W/V5h2VEradbpJDwGrzugQQvL0POH4=
+github.com/stretchr/objx v0.5.3/go.mod h1:rDQraq+vQZU7Fde9LOZLr8Tax6zZvy4kuNKF+QYS+U0=
 github.com/stretchr/testify v0.0.0-20180303142811-b89eecf5ca5d/go.mod h1:a8OnRcib4nhh0OaRAV+Yts87kKdq0PP7pXfy6kDkUVs=
 github.com/stretchr/testify v1.2.2/go.mod h1:a8OnRcib4nhh0OaRAV+Yts87kKdq0PP7pXfy6kDkUVs=
 github.com/stretchr/testify v1.3.0/go.mod h1:M5WIy9Dh21IEIfnGCwXGc5bZfKNJtfHm1UVUgZn+9EI=
@@ -1946,8 +1939,8 @@ github.com/stretchr/testify v1.8.2/go.mod h1:w2LPCIKwWwSfY2zedu0+kehJoqGctiVI29o
 github.com/stretchr/testify v1.8.3/go.mod h1:sz/lmYIOXD/1dqDmKjjqLyZ2RngseejIcXlSw2iwfAo=
 github.com/stretchr/testify v1.8.4/go.mod h1:sz/lmYIOXD/1dqDmKjjqLyZ2RngseejIcXlSw2iwfAo=
 github.com/stretchr/testify v1.9.0/go.mod h1:r2ic/lqez/lEtzL7wO/rwa5dbSLXVDPFyf8C91i36aY=
-github.com/stretchr/testify v1.11.1 h1:7s2iGBzp5EwR7/aIZr8ao5+dra3wiQyKjjFuvgVKu7U=
-github.com/stretchr/testify v1.11.1/go.mod h1:wZwfW3scLgRK+23gO65QZefKpKQRnfz6sD981Nm4B6U=
+github.com/stretchr/testify v1.12.1 h1:EuwCh5fleGS7H32xRwO3wRGT7DxrDhLAT6FF8MpWDWE=
+github.com/stretchr/testify v1.12.1/go.mod h1:MDEgiDPPsNp5cuIrHPPCyornHKgEVbtFUmoNlxoYthg=
 github.com/stripe/stripe-go/v81 v81.4.0 h1:AuD9XzdAvl193qUCSaLocf8H+nRopOouXhxqJUzCLbw=
 github.com/stripe/stripe-go/v81 v81.4.0/go.mod h1:C/F4jlmnGNacvYtBp/LUHCvVUJEZffFQCobkzwY1WOo=
 github.com/subosito/gotenv v1.2.0/go.mod h1:N0PQaV/YGNqwC0u51sEeR/aUtSLEXKX9iv69rRypqCw=
@@ -1973,8 +1966,8 @@ github.com/tidwall/pretty v1.2.1 h1:qjsOFOWWQl+N3RsoF5/ssm1pHmJJwhjlSbZ51I6wMl4=
 github.com/tidwall/pretty v1.2.1/go.mod h1:ITEVvHYasfjBbM0u2Pg8T2nJnzm8xPwvNhhsoaGGjNU=
 github.com/tidwall/sjson v1.2.5 h1:kLy8mja+1c9jlljvWTlSazM7cKDRfJuR/bOJhcY5NcY=
 github.com/tidwall/sjson v1.2.5/go.mod h1:Fvgq9kS/6ociJEDnK0Fk1cpYF4FIW6ZF7LAe+6jwd28=
-github.com/tiktoken-go/tokenizer v0.6.2 h1:t0GN2DvcUZSFWT/62YOgoqb10y7gSXBGs0A+4VCQK+g=
-github.com/tiktoken-go/tokenizer v0.6.2/go.mod h1:6UCYI/DtOallbmL7sSy30p6YQv60qNyU/4aVigPOx6w=
+github.com/tiktoken-go/tokenizer v0.8.1 h1:4obDoB6/dhdBt9xMweX4nww5cjdOq/nYF4ecwPq2+mg=
+github.com/tiktoken-go/tokenizer v0.8.1/go.mod h1:eLA0t6nGvn9mDc7gt90qt7pMat+gE9ViqwQ6l9B+tA4=
 github.com/tklauser/go-sysconf v0.3.12 h1:0QaGUFOdQaIVdPgfITYzaTegZvdCjmYO52cSFAEVmqU=
 github.com/tklauser/go-sysconf v0.3.12/go.mod h1:Ho14jnntGE1fpdOqQEEaiKRpvIavV0hSfmBq8nJbHYI=
 github.com/tklauser/numcpus v0.6.1 h1:ng9scYS7az0Bk4OZLvrNXNSAO2Pxr1XXRAPyjhIx+Fk=
@@ -2173,8 +2166,8 @@ go.uber.org/zap v1.10.0/go.mod h1:vwi/ZaCAaUcBkycHslxD9B2zi4UTXhF60s6SWpuDF0Q=
 go.uber.org/zap v1.17.0/go.mod h1:MXVU+bhUf/A7Xi2HNOnopQOrmycQ5Ih87HtOu4q5SSo=
 go.uber.org/zap v1.19.0/go.mod h1:xg/QME4nWcxGxrpdeYfq7UvYrLh66cuVKdrbD1XF/NI=
 go.uber.org/zap v1.25.0/go.mod h1:JIAUzQIH94IC4fOJQm7gMmBJP5k7wQfdcnYdPoEXJYk=
-go.yaml.in/yaml/v3 v3.0.4 h1:tfq32ie2Jv2UxXFdLJdh3jXuOzWiL1fo0bu/FbuKpbc=
-go.yaml.in/yaml/v3 v3.0.4/go.mod h1:DhzuOOF2ATzADvBadXxruRBLzYTpT36CKvDb3+aBEFg=
+go.yaml.in/yaml/v3 v3.0.5 h1:N6y/pJk8buWs9NY5ERU2HSMfm+IuD/OtfdAnq6kESPw=
+go.yaml.in/yaml/v3 v3.0.5/go.mod h1:HVTZu1O7/Vkt2N+BFy8Zza+lnLsABggaTM2ZpNIGuKg=
 golang.org/x/arch v0.21.0 h1:iTC9o7+wP6cPWpDWkivCvQFGAHDQ59SrSxsLPcnkArw=
 golang.org/x/arch v0.21.0/go.mod h1:dNHoOeKiyja7GTvF9NJS1l3Z2yntpQNzgrjh1cU103A=
 golang.org/x/crypto v0.0.0-20171113213409-9f005a07e0d3/go.mod h1:6SG95UA2DQfeDnfUPMdvaQW0Q7yPrPDi9nlGo2tz2b4=
diff --git a/i18n/i18n.go b/i18n/i18n.go
index b4edf2e..f4bc361 100644
--- a/i18n/i18n.go
+++ b/i18n/i18n.go
@@ -2,6 +2,7 @@ package i18n
 
 import (
 	"embed"
+	"slices"
 	"strings"
 	"sync"
 
@@ -86,14 +87,17 @@ func GetLocalizer(lang string) *i18n.Localizer {
 	return loc
 }
 
-// T translates a message key using the language from gin context
+// T translates a message key in the language the reader of the request stated
 func T(c *gin.Context, key string, args ...map[string]any) string {
-	lang := GetLangFromContext(c)
-	return Translate(lang, key, args...)
+	return Translate(StatedLang(c), key, args...)
 }
 
-// Translate translates a message key for the specified language
+// Translate translates a message key for the specified language. An empty
+// language means the reader stated none and gets common.DefaultLanguage.
 func Translate(lang, key string, args ...map[string]any) string {
+	if lang == "" {
+		lang = common.DefaultLanguage
+	}
 	loc := GetLocalizer(lang)
 
 	config := &i18n.LocalizeConfig{
@@ -121,29 +125,30 @@ func SetUserLangLoader(loader func(userId int) string) {
 	userLangLoaderFunc = loader
 }
 
-// GetLangFromContext extracts the language setting from gin context
-// It checks multiple sources in priority order:
+// StatedLang returns the language the reader of a request stated, or "" when
+// there is none. It checks multiple sources in priority order:
 // 1. User settings (ContextKeyUserSetting) - if already loaded (e.g., by TokenAuth)
-// 2. Lazy load user language from cache/DB using user ID
+// 2. Lazy load user language from cache/DB using user ID, when step 1 found no settings
 // 3. Language set by middleware (ContextKeyLanguage) - from Accept-Language header
-// 4. Default language (English)
-func GetLangFromContext(c *gin.Context) string {
+// 4. The Accept-Language header
+func StatedLang(c *gin.Context) string {
 	if c == nil {
-		return DefaultLang
+		return ""
 	}
 
 	// 1. Try to get language from user settings (if already loaded by TokenAuth or other middleware)
-	if userSetting, ok := common.GetContextKeyType[dto.UserSetting](c, constant.ContextKeyUserSetting); ok {
-		if userSetting.Language != "" {
-			normalized := normalizeLang(userSetting.Language)
-			if IsSupported(normalized) {
-				return normalized
-			}
+	userSetting, settingLoaded := common.GetContextKeyType[dto.UserSetting](c, constant.ContextKeyUserSetting)
+	if settingLoaded && userSetting.Language != "" {
+		normalized := normalizeLang(userSetting.Language)
+		if IsSupported(normalized) {
+			return normalized
 		}
 	}
 
-	// 2. Lazy load user language using user ID (for session-based auth where full settings aren't loaded)
-	if userLangLoaderFunc != nil {
+	// 2. Lazy load user language using user ID (for session-based auth where full settings aren't loaded).
+	// Loaded settings without a language mean the user saved none; loading the user again would cost
+	// a cache or database read on every relay request.
+	if !settingLoaded && userLangLoaderFunc != nil {
 		if userId, exists := c.Get("id"); exists {
 			if uid, ok := userId.(int); ok && uid > 0 {
 				lang := userLangLoaderFunc(uid)
@@ -166,44 +171,30 @@ func GetLangFromContext(c *gin.Context) string {
 	}
 
 	// 4. Try Accept-Language header directly (fallback if middleware didn't run)
-	if acceptLang := c.GetHeader("Accept-Language"); acceptLang != "" {
-		lang := ParseAcceptLanguage(acceptLang)
-		if IsSupported(lang) {
-			return lang
-		}
-	}
-
-	return DefaultLang
+	return ParseAcceptLanguage(c.GetHeader("Accept-Language"))
 }
 
-// ParseAcceptLanguage parses the Accept-Language header and returns the preferred language
+// ParseAcceptLanguage returns the first language of an Accept-Language header,
+// or "" when the header is absent or states no preference ("*").
 func ParseAcceptLanguage(header string) string {
-	if header == "" {
-		return DefaultLang
+	first, _, _ := strings.Cut(header, ",")
+	first, _, _ = strings.Cut(first, ";")
+	first = strings.TrimSpace(first)
+	if first == "" || first == "*" {
+		return ""
 	}
-
-	// Simple parsing: take the first language tag
-	parts := strings.Split(header, ",")
-	if len(parts) == 0 {
-		return DefaultLang
-	}
-
-	// Get the first language and remove quality value
-	firstLang := strings.TrimSpace(parts[0])
-	if idx := strings.Index(firstLang, ";"); idx > 0 {
-		firstLang = firstLang[:idx]
-	}
-
-	return normalizeLang(firstLang)
+	return normalizeLang(first)
 }
 
 // normalizeLang normalizes language code to supported format
 func normalizeLang(lang string) string {
-	lang = strings.ToLower(strings.TrimSpace(lang))
+	lang = strings.ToLower(strings.ReplaceAll(strings.TrimSpace(lang), "_", "-"))
 
-	// Handle common variations
+	// Handle common variations. The web console saves its own codes zhCN and
+	// zhTW, and maps zh-HK, zh-MO and zh-Hant to Traditional Chinese.
 	switch {
-	case strings.HasPrefix(lang, "zh-tw"):
+	case lang == "zhtw" || strings.HasPrefix(lang, "zh-tw") || strings.HasPrefix(lang, "zh-hk") ||
+		strings.HasPrefix(lang, "zh-mo") || strings.HasPrefix(lang, "zh-hant"):
 		return LangZhTW
 	case strings.HasPrefix(lang, "zh"):
 		return LangZhCN
@@ -222,10 +213,5 @@ func SupportedLanguages() []string {
 // IsSupported checks if a language code is supported
 func IsSupported(lang string) bool {
 	lang = normalizeLang(lang)
-	for _, supported := range SupportedLanguages() {
-		if lang == supported {
-			return true
-		}
-	}
-	return false
+	return slices.Contains(SupportedLanguages(), lang)
 }
diff --git a/i18n/i18n_test.go b/i18n/i18n_test.go
new file mode 100644
index 0000000..97c37f7
--- /dev/null
+++ b/i18n/i18n_test.go
@@ -0,0 +1,207 @@
+package i18n
+
+import (
+	"errors"
+	"go/ast"
+	"go/parser"
+	"go/token"
+	"net/http/httptest"
+	"slices"
+	"strconv"
+	"strings"
+	"testing"
+
+	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/constant"
+	"github.com/QuantumNous/new-api/relaykit/dto"
+	"github.com/gin-gonic/gin"
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/require"
+	"gopkg.in/yaml.v3"
+)
+
+// The web console saves its own language codes (zhCN, zhTW, fr, ...) in the
+// user setting; backend messages must follow them, and languages without a
+// backend locale fall back to English.
+func TestLanguageFromUserSetting(t *testing.T) {
+	require.NoError(t, Init())
+	for _, tc := range []struct {
+		saved string
+		want  string
+	}{
+		{"zhCN", LangZhCN},
+		{"zhTW", LangZhTW},
+		{"zh-HK", LangZhTW},
+		{"zh_TW", LangZhTW},
+		{"zh_HK", LangZhTW},
+		{"zh-Hant-TW", LangZhTW},
+		{"zh", LangZhCN},
+		{"en", LangEn},
+		{"fr", LangEn},
+		{"ja", LangEn},
+	} {
+		c, _ := gin.CreateTestContext(httptest.NewRecorder())
+		c.Request = httptest.NewRequest("GET", "/v1/chat/completions", nil)
+		c.Set(string(constant.ContextKeyUserSetting), dto.UserSetting{Language: tc.saved})
+		assert.Equal(t, tc.want, StatedLang(c), tc.saved)
+	}
+}
+
+// TokenAuth puts the user's settings into the request. A user who saved no
+// language must not be loaded again, which would cost a cache or database read
+// on every relay request; a request without loaded settings still loads them.
+func TestStatedLangLoadsTheUserOnlyWithoutLoadedSettings(t *testing.T) {
+	previous := userLangLoaderFunc
+	t.Cleanup(func() { userLangLoaderFunc = previous })
+	loads := 0
+	SetUserLangLoader(func(int) string {
+		loads++
+		return "zhTW"
+	})
+
+	relay, _ := gin.CreateTestContext(httptest.NewRecorder())
+	relay.Request = httptest.NewRequest("POST", "/v1/chat/completions", nil)
+	relay.Set("id", 7)
+	relay.Set(string(constant.ContextKeyUserSetting), dto.UserSetting{})
+	assert.Equal(t, "", StatedLang(relay))
+	assert.Zero(t, loads)
+
+	dashboard, _ := gin.CreateTestContext(httptest.NewRecorder())
+	dashboard.Request = httptest.NewRequest("GET", "/api/user/self", nil)
+	dashboard.Set("id", 7)
+	assert.Equal(t, LangZhTW, StatedLang(dashboard))
+	assert.Equal(t, 1, loads)
+}
+
+// A saved language or an Accept-Language header selects the language of a
+// backend message. A reader who states neither gets DEFAULT_LANGUAGE, which is
+// English when unset.
+func TestBackendMessageLanguage(t *testing.T) {
+	require.NoError(t, Init())
+	t.Cleanup(func() { common.DefaultLanguage = "" })
+	quota := map[string]any{"Remaining": "$0.10"}
+	const english = "Insufficient user quota, remaining quota: $0.10"
+	const chinese = "用户额度不足, 剩余额度: $0.10"
+	for _, tc := range []struct {
+		name            string
+		defaultLanguage string
+		saved           string
+		acceptLanguage  string
+		want            string
+	}{
+		{"nothing stated", "", "", "", english},
+		{"no preference header", "", "", "*", english},
+		{"nothing stated with a Chinese default", "zh-CN", "", "", chinese},
+		{"nothing stated with an English default", "en", "", "", english},
+		{"header wins over the default", "zh-CN", "", "en-US,en;q=0.9", english},
+		{"header in a language without a locale", "zh-CN", "", "fr-FR", english},
+		{"saved language wins over the header", "", "zhTW", "en-US", "使用者額度不足，剩餘額度：$0.10"},
+		{"saved language", "zh-CN", "en", "", english},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			common.DefaultLanguage = tc.defaultLanguage
+			c, _ := gin.CreateTestContext(httptest.NewRecorder())
+			c.Request = httptest.NewRequest("POST", "/v1/chat/completions", nil)
+			if tc.acceptLanguage != "" {
+				c.Request.Header.Set("Accept-Language", tc.acceptLanguage)
+			}
+			if tc.saved != "" {
+				c.Set(string(constant.ContextKeyUserSetting), dto.UserSetting{Language: tc.saved})
+			}
+			assert.Equal(t, tc.want, T(c, MsgQuotaUserInsufficient, quota))
+		})
+	}
+}
+
+// A key missing from a locale, or a template that does not parse, reaches
+// clients as the raw key.
+func TestLocalesRenderEveryKey(t *testing.T) {
+	require.NoError(t, Init())
+	keysFile, err := parser.ParseFile(token.NewFileSet(), "keys.go", nil, parser.SkipObjectResolution)
+	require.NoError(t, err)
+	var declared []string
+	ast.Inspect(keysFile, func(node ast.Node) bool {
+		if spec, ok := node.(*ast.ValueSpec); ok {
+			for _, value := range spec.Values {
+				if literal, ok := value.(*ast.BasicLit); ok {
+					key, err := strconv.Unquote(literal.Value)
+					require.NoError(t, err)
+					declared = append(declared, key)
+				}
+			}
+		}
+		return true
+	})
+	slices.Sort(declared)
+
+	keysByLang := make(map[string][]string)
+	for _, lang := range SupportedLanguages() {
+		data, err := localeFS.ReadFile("locales/" + lang + ".yaml")
+		require.NoError(t, err)
+		var messages map[string]string
+		require.NoError(t, yaml.Unmarshal(data, &messages))
+		for key := range messages {
+			keysByLang[lang] = append(keysByLang[lang], key)
+		}
+		slices.Sort(keysByLang[lang])
+	}
+	for _, lang := range SupportedLanguages() {
+		assert.Equal(t, declared, keysByLang[lang], lang)
+		for _, key := range keysByLang[lang] {
+			text := Translate(lang, key, map[string]any{})
+			assert.NotEqual(t, key, text, "%s %s", lang, key)
+			assert.False(t, strings.Contains(text, "{{"), "%s %s: %s", lang, key, text)
+		}
+	}
+}
+
+// Web console responses carry the English source text as message_key plus its
+// params, and the web console translates them. The backend sends the same body
+// whatever language the request asks for.
+func TestWebConsoleMessageResponse(t *testing.T) {
+	require.NoError(t, Init())
+	for _, tc := range []struct {
+		name string
+		err  error
+		want string
+	}{
+		{
+			name: "params",
+			err:  common.NewMessage("Channel {{name}} (#{{id}}) does not exist", map[string]any{"name": "{{id}}", "id": 7}),
+			want: `{"success":false,"message":"Channel {{id}} (#7) does not exist","message_key":"Channel {{name}} (#{{id}}) does not exist","message_params":{"id":7,"name":"{{id}}"}}`,
+		},
+		{
+			name: "no params",
+			err:  common.NewMessage("Invalid parameters"),
+			want: `{"success":false,"message":"Invalid parameters","message_key":"Invalid parameters"}`,
+		},
+		{
+			name: "plain error",
+			err:  errors.New("record not found"),
+			want: `{"success":false,"message":"record not found"}`,
+		},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			recorder := httptest.NewRecorder()
+			c, _ := gin.CreateTestContext(recorder)
+			c.Request = httptest.NewRequest("GET", "/api/channel/7", nil)
+			c.Request.Header.Set("Accept-Language", "zh-CN")
+			common.ApiError(c, tc.err)
+			assert.JSONEq(t, tc.want, recorder.Body.String())
+		})
+	}
+}
+
+// Server log lines are English. DEFAULT_LANGUAGE=zh-CN prints the Chinese text of
+// the lines that have one in common/log_text.zh-CN.json.
+func TestServerLogLanguage(t *testing.T) {
+	t.Cleanup(func() { common.SetLogLanguage("") })
+	const line = "channel #%d has %d unfinished tasks"
+	assert.Equal(t, "channel #7 has 2 unfinished tasks", common.LogText(line, 7, 2))
+	common.SetLogLanguage("zh-CN")
+	assert.Equal(t, "渠道 #7 未完成的任务有: 2", common.LogText(line, 7, 2))
+	assert.Equal(t, "a line without a Chinese text: x", common.LogText("a line without a Chinese text: %s", "x"))
+	assert.Equal(t, "任务进度轮询开始", common.LogText("task progress polling started"))
+	common.SetLogLanguage("en")
+	assert.Equal(t, "channel #7 has 2 unfinished tasks", common.LogText(line, 7, 2))
+}
diff --git a/i18n/keys.go b/i18n/keys.go
index 8c2f417..d2e86b3 100644
--- a/i18n/keys.go
+++ b/i18n/keys.go
@@ -1,326 +1,30 @@
 package i18n
 
-const MsgTaskPluginUnknownMetaField = "task_plugin.unknown_meta_field"
+// Message keys of i18n/locales/*.yaml, for text the backend translates itself:
+// errors returned to AI clients, emails and notifications. Web console messages
+// are not listed here; the web console translates them (see common.Message).
 
-// Message keys for i18n translations
-// Use these constants instead of hardcoded strings
-
-// Common error messages
+// Errors returned to AI clients
 const (
-	MsgInvalidParams     = "common.invalid_params"
-	MsgDatabaseError     = "common.database_error"
-	MsgRetryLater        = "common.retry_later"
-	MsgGenerateFailed    = "common.generate_failed"
-	MsgNotFound          = "common.not_found"
-	MsgUnauthorized      = "common.unauthorized"
-	MsgForbidden         = "common.forbidden"
-	MsgInvalidId         = "common.invalid_id"
-	MsgIdEmpty           = "common.id_empty"
-	MsgFeatureDisabled   = "common.feature_disabled"
-	MsgOperationSuccess  = "common.operation_success"
-	MsgOperationFailed   = "common.operation_failed"
-	MsgUpdateSuccess     = "common.update_success"
-	MsgUpdateFailed      = "common.update_failed"
-	MsgCreateSuccess     = "common.create_success"
-	MsgCreateFailed      = "common.create_failed"
-	MsgDeleteSuccess     = "common.delete_success"
-	MsgDeleteFailed      = "common.delete_failed"
-	MsgAlreadyExists     = "common.already_exists"
-	MsgNameCannotBeEmpty = "common.name_cannot_be_empty"
-	MsgBatchTooMany      = "common.batch_too_many"
-)
+	MsgDatabaseError          = "common.database_error"
+	MsgAuthUserBanned         = "auth.user_banned"
+	MsgTokenGetInfoFailed     = "token.get_info_failed"
+	MsgTokenInvalid           = "token.invalid"
+	MsgTokenNotProvided       = "token.not_provided"
+	MsgTokenStatusUnavailable = "token.status_unavailable"
 
-// Auth middleware messages
-const (
-	MsgAuthNotLoggedIn           = "auth.not_logged_in"
-	MsgAuthAccessTokenInvalid    = "auth.access_token_invalid"
-	MsgAuthUserInfoInvalid       = "auth.user_info_invalid"
-	MsgAuthUserIdNotProvided     = "auth.user_id_not_provided"
-	MsgAuthUserIdFormatError     = "auth.user_id_format_error"
-	MsgAuthUserIdMismatch        = "auth.user_id_mismatch"
-	MsgAuthUserBanned            = "auth.user_banned"
-	MsgAuthInsufficientPrivilege = "auth.insufficient_privilege"
-)
+	MsgAuthClientIPUnresolved     = "auth.client_ip_unresolved"
+	MsgAuthTokenIPNotAllowed      = "auth.token_ip_not_allowed"
+	MsgAuthTokenGroupForbidden    = "auth.token_group_forbidden"
+	MsgAuthTokenGroupDeprecated   = "auth.token_group_deprecated"
+	MsgAuthChannelSelectForbidden = "auth.channel_select_forbidden"
 
-// Token related messages
-const (
-	MsgTokenNameTooLong          = "token.name_too_long"
-	MsgTokenQuotaNegative        = "token.quota_negative"
-	MsgTokenQuotaExceedMax       = "token.quota_exceed_max"
-	MsgTokenGenerateFailed       = "token.generate_failed"
-	MsgTokenGetInfoFailed        = "token.get_info_failed"
-	MsgTokenExpiredCannotEnable  = "token.expired_cannot_enable"
-	MsgTokenExhaustedCannotEable = "token.exhausted_cannot_enable"
-	MsgTokenInvalid              = "token.invalid"
-	MsgTokenNotProvided          = "token.not_provided"
-	MsgTokenExpired              = "token.expired"
-	MsgTokenExhausted            = "token.exhausted"
-	MsgTokenStatusUnavailable    = "token.status_unavailable"
-	MsgTokenDbError              = "token.db_error"
-	MsgTokenAutoGroupsTooMany    = "token.auto_groups_too_many"
-	MsgTokenAutoGroupsDuplicate  = "token.auto_groups_duplicate"
-	MsgTokenAutoGroupsInvalid    = "token.auto_groups_invalid"
-)
-
-// Redemption related messages
-const (
-	MsgRedemptionNameLength        = "redemption.name_length"
-	MsgRedemptionCountPositive     = "redemption.count_positive"
-	MsgRedemptionCountMax          = "redemption.count_max"
-	MsgRedemptionCreateFailed      = "redemption.create_failed"
-	MsgRedemptionInvalid           = "redemption.invalid"
-	MsgRedemptionUsed              = "redemption.used"
-	MsgRedemptionExpired           = "redemption.expired"
-	MsgRedemptionFailed            = "redemption.failed"
-	MsgRedemptionNotProvided       = "redemption.not_provided"
-	MsgRedemptionExpireTimeInvalid = "redemption.expire_time_invalid"
-)
-
-// User related messages
-const (
-	MsgUserPasswordLoginDisabled     = "user.password_login_disabled"
-	MsgUserRegisterDisabled          = "user.register_disabled"
-	MsgUserPasswordRegisterDisabled  = "user.password_register_disabled"
-	MsgUserUsernameOrPasswordEmpty   = "user.username_or_password_empty"
-	MsgUserUsernameOrPasswordError   = "user.username_or_password_error"
-	MsgUserEmailOrPasswordEmpty      = "user.email_or_password_empty"
-	MsgUserExists                    = "user.exists"
-	MsgUserNotExists                 = "user.not_exists"
-	MsgUserDisabled                  = "user.disabled"
-	MsgUserSessionSaveFailed         = "user.session_save_failed"
-	MsgUserRequire2FA                = "user.require_2fa"
-	MsgUserEmailVerificationRequired = "user.email_verification_required"
-	MsgUserVerificationCodeError     = "user.verification_code_error"
-	MsgUserEmailAlreadyTaken         = "user.email_already_taken"
-	MsgUserPasswordUnset             = "user.password_unset"
-	MsgUserPasswordResetLinkInvalid  = "user.password_reset_link_invalid"
-	MsgUserInputInvalid              = "user.input_invalid"
-	MsgUserNoPermissionSameLevel     = "user.no_permission_same_level"
-	MsgUserNoPermissionHigherLevel   = "user.no_permission_higher_level"
-	MsgUserCannotCreateHigherLevel   = "user.cannot_create_higher_level"
-	MsgUserCannotDeleteRootUser      = "user.cannot_delete_root_user"
-	MsgUserCannotDisableRootUser     = "user.cannot_disable_root_user"
-	MsgUserCannotDemoteRootUser      = "user.cannot_demote_root_user"
-	MsgUserAlreadyAdmin              = "user.already_admin"
-	MsgUserAlreadyCommon             = "user.already_common"
-	MsgUserAdminCannotPromote        = "user.admin_cannot_promote"
-	MsgUserOriginalPasswordError     = "user.original_password_error"
-	MsgUserInviteQuotaInsufficient   = "user.invite_quota_insufficient"
-	MsgUserTransferQuotaMinimum      = "user.transfer_quota_minimum"
-	MsgUserTransferSuccess           = "user.transfer_success"
-	MsgUserTransferFailed            = "user.transfer_failed"
-	MsgUserTopUpProcessing           = "user.topup_processing"
-	MsgUserRegisterFailed            = "user.register_failed"
-	MsgUserDefaultTokenFailed        = "user.default_token_failed"
-	MsgUserAffCodeEmpty              = "user.aff_code_empty"
-	MsgUserEmailEmpty                = "user.email_empty"
-	MsgUserGitHubIdEmpty             = "user.github_id_empty"
-	MsgUserDiscordIdEmpty            = "user.discord_id_empty"
-	MsgUserOidcIdEmpty               = "user.oidc_id_empty"
-	MsgUserWeChatIdEmpty             = "user.wechat_id_empty"
-	MsgUserTelegramIdEmpty           = "user.telegram_id_empty"
-	MsgUserTelegramNotBound          = "user.telegram_not_bound"
-	MsgUserLinuxDOIdEmpty            = "user.linux_do_id_empty"
-	MsgUserQuotaChangeZero           = "user.quota_change_zero"
-)
-
-// Quota related messages
-const (
-	MsgQuotaNegative        = "quota.negative"
-	MsgQuotaExceedMax       = "quota.exceed_max"
-	MsgQuotaInsufficient    = "quota.insufficient"
-	MsgQuotaWarningInvalid  = "quota.warning_invalid"
-	MsgQuotaThresholdGtZero = "quota.threshold_gt_zero"
-)
-
-// Subscription related messages
-const (
-	MsgSubscriptionNotEnabled       = "subscription.not_enabled"
-	MsgSubscriptionTitleEmpty       = "subscription.title_empty"
-	MsgSubscriptionPriceNegative    = "subscription.price_negative"
-	MsgSubscriptionPriceMax         = "subscription.price_max"
-	MsgSubscriptionPurchaseLimitNeg = "subscription.purchase_limit_negative"
-	MsgSubscriptionQuotaNegative    = "subscription.quota_negative"
-	MsgSubscriptionGroupNotExists   = "subscription.group_not_exists"
-	MsgSubscriptionResetCycleGtZero = "subscription.reset_cycle_gt_zero"
-	MsgSubscriptionPurchaseMax      = "subscription.purchase_max"
-	MsgSubscriptionInvalidId        = "subscription.invalid_id"
-	MsgSubscriptionInvalidUserId    = "subscription.invalid_user_id"
-)
-
-// Payment related messages
-const (
-	MsgPaymentNotConfigured      = "payment.not_configured"
-	MsgPaymentMethodNotExists    = "payment.method_not_exists"
-	MsgPaymentCallbackError      = "payment.callback_error"
-	MsgPaymentCreateFailed       = "payment.create_failed"
-	MsgPaymentStartFailed        = "payment.start_failed"
-	MsgPaymentAmountTooLow       = "payment.amount_too_low"
-	MsgPaymentStripeNotConfig    = "payment.stripe_not_configured"
-	MsgPaymentWebhookNotConfig   = "payment.webhook_not_configured"
-	MsgPaymentPriceIdNotConfig   = "payment.price_id_not_configured"
-	MsgPaymentCreemNotConfig     = "payment.creem_not_configured"
-	MsgPaymentComplianceRequired = "payment.compliance_required"
-)
-
-// Topup related messages
-const (
-	MsgTopupNotProvided    = "topup.not_provided"
-	MsgTopupOrderNotExists = "topup.order_not_exists"
-	MsgTopupOrderStatus    = "topup.order_status"
-	MsgTopupFailed         = "topup.failed"
-	MsgTopupInvalidQuota   = "topup.invalid_quota"
-)
-
-// Channel related messages
-const (
-	MsgChannelNotExists          = "channel.not_exists"
-	MsgChannelIdFormatError      = "channel.id_format_error"
-	MsgChannelNoAvailableKey     = "channel.no_available_key"
-	MsgChannelGetListFailed      = "channel.get_list_failed"
-	MsgChannelGetTagsFailed      = "channel.get_tags_failed"
-	MsgChannelGetKeyFailed       = "channel.get_key_failed"
-	MsgChannelGetOllamaFailed    = "channel.get_ollama_failed"
-	MsgChannelQueryFailed        = "channel.query_failed"
-	MsgChannelNoValidUpstream    = "channel.no_valid_upstream"
-	MsgChannelUpstreamSaturated  = "channel.upstream_saturated"
-	MsgChannelGetAvailableFailed = "channel.get_available_failed"
-)
-
-// Model related messages
-const (
-	MsgModelNameEmpty     = "model.name_empty"
-	MsgModelNameExists    = "model.name_exists"
-	MsgModelIdMissing     = "model.id_missing"
-	MsgModelGetListFailed = "model.get_list_failed"
-	MsgModelGetFailed     = "model.get_failed"
-	MsgModelResetSuccess  = "model.reset_success"
-)
-
-// Vendor related messages
-const (
-	MsgVendorNameEmpty  = "vendor.name_empty"
-	MsgVendorNameExists = "vendor.name_exists"
-	MsgVendorIdMissing  = "vendor.id_missing"
-)
-
-// Group related messages
-const (
-	MsgGroupNameTypeEmpty = "group.name_type_empty"
-	MsgGroupNameExists    = "group.name_exists"
-	MsgGroupIdMissing     = "group.id_missing"
-)
-
-// Checkin related messages
-const (
-	MsgCheckinDisabled     = "checkin.disabled"
-	MsgCheckinAlreadyToday = "checkin.already_today"
-	MsgCheckinFailed       = "checkin.failed"
-	MsgCheckinQuotaFailed  = "checkin.quota_failed"
-)
-
-// Passkey related messages
-const (
-	MsgPasskeyCreateFailed            = "passkey.create_failed"
-	MsgPasskeyLoginAbnormal           = "passkey.login_abnormal"
-	MsgPasskeyUpdateFailed            = "passkey.update_failed"
-	MsgPasskeyInvalidUserId           = "passkey.invalid_user_id"
-	MsgPasskeyVerifyFailed            = "passkey.verify_failed"
-	MsgPasskeyRPIDInvalid             = "passkey.rp_id_invalid"
-	MsgPasskeyRPIDUnavailable         = "passkey.rp_id_unavailable"
-	MsgPasskeyRPIDRemovalConfirmation = "passkey.rp_id_removal_confirmation"
-)
-
-// 2FA related messages
-const (
-	MsgTwoFANotEnabled    = "twofa.not_enabled"
-	MsgTwoFAUserIdEmpty   = "twofa.user_id_empty"
-	MsgTwoFAAlreadyExists = "twofa.already_exists"
-	MsgTwoFARecordIdEmpty = "twofa.record_id_empty"
-	MsgTwoFACodeInvalid   = "twofa.code_invalid"
-)
-
-// Rate limit related messages
-const (
 	MsgRateLimitReached      = "rate_limit.reached"
 	MsgRateLimitTotalReached = "rate_limit.total_reached"
-)
 
-// Setting related messages
-const (
-	MsgSettingInvalidType      = "setting.invalid_type"
-	MsgSettingWebhookEmpty     = "setting.webhook_empty"
-	MsgSettingWebhookInvalid   = "setting.webhook_invalid"
-	MsgSettingEmailInvalid     = "setting.email_invalid"
-	MsgSettingBarkUrlEmpty     = "setting.bark_url_empty"
-	MsgSettingBarkUrlInvalid   = "setting.bark_url_invalid"
-	MsgSettingGotifyUrlEmpty   = "setting.gotify_url_empty"
-	MsgSettingGotifyTokenEmpty = "setting.gotify_token_empty"
-	MsgSettingGotifyUrlInvalid = "setting.gotify_url_invalid"
-	MsgSettingUrlMustHttp      = "setting.url_must_http"
-	MsgSettingSaved            = "setting.saved"
-)
-
-// Deployment related messages (io.net)
-const (
-	MsgDeploymentNotEnabled     = "deployment.not_enabled"
-	MsgDeploymentIdRequired     = "deployment.id_required"
-	MsgDeploymentContainerIdReq = "deployment.container_id_required"
-	MsgDeploymentNameEmpty      = "deployment.name_empty"
-	MsgDeploymentNameTaken      = "deployment.name_taken"
-	MsgDeploymentHardwareIdReq  = "deployment.hardware_id_required"
-	MsgDeploymentHardwareInvId  = "deployment.hardware_invalid_id"
-	MsgDeploymentApiKeyRequired = "deployment.api_key_required"
-	MsgDeploymentInvalidPayload = "deployment.invalid_payload"
-	MsgDeploymentNotFound       = "deployment.not_found"
-)
-
-// Performance related messages
-const (
-	MsgPerfDiskCacheCleared = "performance.disk_cache_cleared"
-	MsgPerfStatsReset       = "performance.stats_reset"
-	MsgPerfGcExecuted       = "performance.gc_executed"
-)
-
-// Ability related messages
-const (
-	MsgAbilityDbCorrupted   = "ability.db_corrupted"
-	MsgAbilityRepairRunning = "ability.repair_running"
-)
-
-// OAuth related messages
-const (
-	MsgOAuthInvalidCode     = "oauth.invalid_code"
-	MsgOAuthGetUserErr      = "oauth.get_user_error"
-	MsgOAuthAccountUsed     = "oauth.account_used"
-	MsgOAuthUnknownProvider = "oauth.unknown_provider"
-	MsgOAuthStateInvalid    = "oauth.state_invalid"
-	MsgOAuthNotEnabled      = "oauth.not_enabled"
-	MsgOAuthUserDeleted     = "oauth.user_deleted"
-	MsgOAuthUserBanned      = "oauth.user_banned"
-	MsgOAuthBindSuccess     = "oauth.bind_success"
-	MsgOAuthAlreadyBound    = "oauth.already_bound"
-	MsgOAuthNotAutoLinked   = "oauth.not_auto_linked"
-	MsgOAuthConnectFailed   = "oauth.connect_failed"
-	MsgOAuthTokenFailed     = "oauth.token_failed"
-	MsgOAuthUserInfoEmpty   = "oauth.user_info_empty"
-	MsgOAuthTrustLevelLow   = "oauth.trust_level_low"
-)
-
-// Model layer error messages (for translation in controller)
-const (
-	MsgRedeemFailed          = "redeem.failed"
-	MsgCreateDefaultTokenErr = "user.create_default_token_error"
-	MsgUuidDuplicate         = "common.uuid_duplicate"
-	MsgInvalidInput          = "common.invalid_input"
-)
-
-// Distributor related messages
-const (
 	MsgDistributorInvalidRequest               = "distributor.invalid_request"
 	MsgDistributorInvalidChannelId             = "distributor.invalid_channel_id"
 	MsgDistributorChannelDisabled              = "distributor.channel_disabled"
-	MsgDistributorAffinityChannelDisabled      = "distributor.affinity_channel_disabled"
 	MsgDistributorTokenNoModelAccess           = "distributor.token_no_model_access"
 	MsgDistributorTokenModelForbidden          = "distributor.token_model_forbidden"
 	MsgDistributorModelNameRequired            = "distributor.model_name_required"
@@ -329,17 +33,83 @@ const (
 	MsgDistributorGetChannelFailed             = "distributor.get_channel_failed"
 	MsgDistributorNoAvailableChannel           = "distributor.no_available_channel"
 	MsgDistributorNoAvailableChannelTaskPlugin = "distributor.no_available_channel_task_plugin"
-	MsgDistributorInvalidMidjourney            = "distributor.invalid_midjourney_request"
 	MsgDistributorInvalidParseModel            = "distributor.invalid_request_parse_model"
+
+	MsgQuotaUserInsufficient             = "quota.user_insufficient"
+	MsgQuotaPreConsumeInsufficient       = "quota.pre_consume_insufficient"
+	MsgQuotaSubscriptionInsufficient     = "quota.subscription_insufficient"
+	MsgRelayModelPriceNotConfigured      = "relay.model_price_not_configured"
+	MsgRelayModelPriceNotConfiguredAdmin = "relay.model_price_not_configured_admin"
+	MsgRelayTaskChannelDisabled          = "relay.task_channel_disabled"
+	MsgRelayGroupSaturated               = "relay.group_saturated"
+	MsgRelayGroupUpstreamSaturated       = "relay.group_upstream_saturated"
+	MsgRelayRetryGetChannelFailed        = "relay.retry_get_channel_failed"
+	MsgRelayRetryNoAvailableChannel      = "relay.retry_no_available_channel"
+	MsgRelayAccessTokenUnsupported       = "relay.access_token_unsupported"
 )
 
-// Custom OAuth provider related messages
+// Emails and the name of the token created at registration, in the
+// recipient's language
 const (
-	MsgCustomOAuthNotFound          = "custom_oauth.not_found"
-	MsgCustomOAuthSlugEmpty         = "custom_oauth.slug_empty"
-	MsgCustomOAuthSlugExists        = "custom_oauth.slug_exists"
-	MsgCustomOAuthNameEmpty         = "custom_oauth.name_empty"
-	MsgCustomOAuthHasBindings       = "custom_oauth.has_bindings"
-	MsgCustomOAuthBindingNotFound   = "custom_oauth.binding_not_found"
-	MsgCustomOAuthProviderIdInvalid = "custom_oauth.provider_id_field_invalid"
+	MsgUserDefaultTokenName = "user.default_token_name"
+
+	MsgEmailVerificationSubject  = "email.verification.subject"
+	MsgEmailVerificationGreeting = "email.verification.greeting"
+	MsgEmailVerificationCode     = "email.verification.code"
+	MsgEmailVerificationValidity = "email.verification.validity"
+
+	MsgEmailPasswordResetSubject      = "email.password_reset.subject"
+	MsgEmailPasswordResetGreeting     = "email.password_reset.greeting"
+	MsgEmailPasswordResetLink         = "email.password_reset.link"
+	MsgEmailPasswordResetLinkFallback = "email.password_reset.link_fallback"
+	MsgEmailPasswordResetValidity     = "email.password_reset.validity"
+
+	MsgEmailBindingSubject     = "email.binding.subject"
+	MsgEmailBindingNewIntro    = "email.binding.new_intro"
+	MsgEmailBindingOldIntro    = "email.binding.old_intro"
+	MsgEmailBindingCode        = "email.binding.code"
+	MsgEmailBindingNewValidity = "email.binding.new_validity"
+	MsgEmailBindingOldValidity = "email.binding.old_validity"
+
+	MsgEmailSecurityNoticeSubject = "email.security_notice.subject"
+	MsgEmailSecurityNoticeChanged = "email.security_notice.changed"
+	MsgEmailSecurityNoticeAdvice  = "email.security_notice.advice"
+
+	MsgSecurityEventPasswordUpdated      = "email.security_event.password_updated"
+	MsgSecurityEventEmailChangeRequested = "email.security_event.email_change_requested"
+	MsgSecurityEventEmailChanged         = "email.security_event.email_changed"
+	MsgSecurityEventEmailConfirmed       = "email.security_event.email_confirmed"
+	MsgSecurityEventLoginLinked          = "email.security_event.login_linked"
+	MsgSecurityEventLoginUnlinked        = "email.security_event.login_unlinked"
+	MsgSecurityEventWeChatLinked         = "email.security_event.wechat_linked"
+)
+
+// Low-quota notices, in the recipient's saved language
+const (
+	MsgNotifyQuotaLowTitle             = "notify.quota_low_title"
+	MsgNotifySubscriptionQuotaLowTitle = "notify.subscription_quota_low_title"
+	MsgNotifyQuotaLowBark              = "notify.quota_low_bark"
+	MsgNotifyQuotaLowGotify            = "notify.quota_low_gotify"
+	MsgNotifyQuotaLowEmail             = "notify.quota_low_email"
+)
+
+// Channel notices sent to administrators who receive them and to model update
+// watchers
+const (
+	MsgChannelNotifyDisabledSubject = "channel.notify_disabled_subject"
+	MsgChannelNotifyDisabledContent = "channel.notify_disabled_content"
+	MsgChannelNotifyEnabledSubject  = "channel.notify_enabled_subject"
+	MsgChannelNotifyEnabledContent  = "channel.notify_enabled_content"
+	MsgChannelTestCompletedSubject  = "channel.test_completed_subject"
+	MsgChannelTestCompletedContent  = "channel.test_completed_content"
+	MsgChannelResponseTimeExceeded  = "channel.response_time_exceeded"
+
+	MsgChannelUpstreamUpdateNotifySubject   = "channel.upstream_update_notify_subject"
+	MsgChannelUpstreamUpdateSummary         = "channel.upstream_update_summary"
+	MsgChannelUpstreamUpdateChangedChannels = "channel.upstream_update_changed_channels"
+	MsgChannelUpstreamUpdateMoreChannels    = "channel.upstream_update_more_channels"
+	MsgChannelUpstreamUpdateAddedModels     = "channel.upstream_update_added_models"
+	MsgChannelUpstreamUpdateRemovedModels   = "channel.upstream_update_removed_models"
+	MsgChannelUpstreamUpdateFailedChannels  = "channel.upstream_update_failed_channels"
+	MsgChannelUpstreamUpdateMoreOmitted     = "channel.upstream_update_more_omitted"
 )
diff --git a/i18n/locales/en.yaml b/i18n/locales/en.yaml
index 08a7f61..f9cbb0a 100644
--- a/i18n/locales/en.yaml
+++ b/i18n/locales/en.yaml
@@ -1,277 +1,22 @@
 # English translations
 
-# Task plugin messages
-task_plugin.unknown_meta_field: 'Plugin metadata contains an unknown field "{{.Field}}". If this plugin was downloaded from the official marketplace, it may require a newer version of new-api. Try updating new-api and installing the plugin again.'
-
-# Common messages
-common.invalid_params: "Invalid parameters"
+# Errors returned to AI clients
 common.database_error: "Database error, please contact the administrator"
-common.retry_later: "Please try again later"
-common.generate_failed: "Generation failed"
-common.not_found: "Not found"
-common.unauthorized: "Unauthorized"
-common.forbidden: "Forbidden"
-common.invalid_id: "Invalid ID"
-common.id_empty: "ID is empty!"
-common.feature_disabled: "This feature is not enabled"
-common.operation_success: "Operation successful"
-common.operation_failed: "Operation failed"
-common.update_success: "Update successful"
-common.update_failed: "Update failed"
-common.create_success: "Creation successful"
-common.create_failed: "Creation failed"
-common.delete_success: "Deletion successful"
-common.delete_failed: "Deletion failed"
-common.already_exists: "Already exists"
-common.name_cannot_be_empty: "Name cannot be empty"
-common.batch_too_many: "Too many items in batch request, maximum is {{.Max}}"
-
-# Auth middleware messages
-auth.not_logged_in: "Unauthorized, not logged in and no access token provided"
-auth.access_token_invalid: "Unauthorized, invalid access token"
-auth.user_info_invalid: "Unauthorized, invalid user info"
-auth.user_id_not_provided: "Unauthorized, New-Api-User header not provided"
-auth.user_id_format_error: "Unauthorized, New-Api-User header format error"
-auth.user_id_mismatch: "Unauthorized, New-Api-User does not match logged in user"
 auth.user_banned: "User has been banned"
-auth.insufficient_privilege: "Unauthorized, insufficient privileges"
-
-# Token messages
-token.name_too_long: "Token name is too long"
-token.quota_negative: "Quota value cannot be negative"
-token.quota_exceed_max: "Quota value exceeds valid range, maximum is {{.Max}}"
-token.generate_failed: "Failed to generate token"
 token.get_info_failed: "Failed to get token info, please try again later"
-token.expired_cannot_enable: "Token has expired and cannot be enabled. Please modify the expiration time or set it to never expire"
-token.exhausted_cannot_enable: "Token quota is exhausted and cannot be enabled. Please modify the remaining quota or set it to unlimited"
 token.invalid: "Invalid token"
 token.not_provided: "Token not provided"
-token.expired: "This token has expired"
-token.exhausted: "This token quota is exhausted TokenStatusExhausted[sk-{{.Prefix}}***{{.Suffix}}]"
 token.status_unavailable: "This token status is unavailable"
-token.db_error: "Invalid token, database query error, please contact administrator"
-token.auto_groups_too_many: "A token can select at most {{.Max}} Auto groups"
-token.auto_groups_duplicate: "Auto group {{.Group}} is duplicated"
-token.auto_groups_invalid: "Auto group {{.Group}} is unavailable or unauthorized"
-
-# Redemption messages
-redemption.name_length: "Redemption code name length must be between 1-20"
-redemption.count_positive: "Redemption code count must be greater than 0"
-redemption.count_max: "Maximum 100 redemption codes can be generated at once"
-redemption.create_failed: "Failed to create redemption code, please try again later"
-redemption.invalid: "Invalid redemption code"
-redemption.used: "This redemption code has been used"
-redemption.expired: "This redemption code has expired"
-redemption.failed: "Redemption failed, please try again later"
-redemption.not_provided: "Redemption code not provided"
-redemption.expire_time_invalid: "Expiration time cannot be earlier than current time"
-
-# User messages
-user.password_login_disabled: "Password login has been disabled by administrator"
-user.register_disabled: "New user registration has been disabled by administrator"
-user.password_register_disabled: "Password registration has been disabled by administrator, please use third-party account verification"
-user.username_or_password_empty: "Username or password is empty"
-user.username_or_password_error: "Username or password is incorrect, or user has been banned"
-user.email_or_password_empty: "Email or password is empty!"
-user.exists: "Username already exists or has been deleted"
-user.not_exists: "User does not exist"
-user.disabled: "This user has been disabled"
-user.session_save_failed: "Failed to save session, please try again"
-user.require_2fa: "Please enter two-factor authentication code"
-user.email_verification_required: "Email verification is enabled, please enter email address and verification code"
-user.verification_code_error: "Verification code is incorrect or has expired"
-user.email_already_taken: "Email address is already in use"
-user.password_unset: "This account has no password set. Please use password reset or contact an administrator to reset it."
-user.password_reset_link_invalid: "Password reset link is invalid or has expired"
-user.input_invalid: "Invalid input {{.Error}}"
-user.no_permission_same_level: "No permission to access users of same or higher level"
-user.no_permission_higher_level: "No permission to update users of same or higher permission level"
-user.cannot_create_higher_level: "Cannot create users with permission level equal to or higher than yourself"
-user.cannot_delete_root_user: "Cannot delete super administrator account"
-user.cannot_disable_root_user: "Cannot disable super administrator user"
-user.cannot_demote_root_user: "Cannot demote super administrator user"
-user.already_admin: "This user is already an administrator"
-user.already_common: "This user is already a common user"
-user.admin_cannot_promote: "Regular administrators cannot promote other users to administrator"
-user.original_password_error: "Original password is incorrect"
-user.invite_quota_insufficient: "Invitation quota is insufficient!"
-user.transfer_quota_minimum: "Minimum transfer quota is {{.Min}}!"
-user.transfer_success: "Transfer successful"
-user.transfer_failed: "Transfer failed {{.Error}}"
-user.topup_processing: "Top-up is processing, please try again later"
-user.register_failed: "User registration failed or user ID retrieval failed"
-user.default_token_failed: "Failed to generate default token"
-user.aff_code_empty: "Affiliate code is empty!"
-user.email_empty: "Email is empty!"
-user.github_id_empty: "GitHub ID is empty!"
-user.discord_id_empty: "Discord ID is empty!"
-user.oidc_id_empty: "OIDC ID is empty!"
-user.wechat_id_empty: "WeChat ID is empty!"
-user.telegram_id_empty: "Telegram ID is empty!"
-user.telegram_not_bound: "This Telegram account is not bound"
-user.linux_do_id_empty: "Linux DO ID is empty!"
-user.quota_change_zero: "Quota change amount cannot be zero"
-
-# Quota messages
-quota.negative: "Quota cannot be negative!"
-quota.exceed_max: "Quota value exceeds valid range"
-quota.insufficient: "Insufficient quota"
-quota.warning_invalid: "Invalid warning type"
-quota.threshold_gt_zero: "Warning threshold must be greater than 0"
-
-# Subscription messages
-subscription.not_enabled: "Subscription plan is not enabled"
-subscription.title_empty: "Subscription plan title cannot be empty"
-subscription.price_negative: "Price cannot be negative"
-subscription.price_max: "Price cannot exceed 9999"
-subscription.purchase_limit_negative: "Purchase limit cannot be negative"
-subscription.quota_negative: "Total quota cannot be negative"
-subscription.group_not_exists: "Upgrade group does not exist"
-subscription.reset_cycle_gt_zero: "Custom reset cycle must be greater than 0 seconds"
-subscription.purchase_max: "Purchase limit for this plan has been reached"
-subscription.invalid_id: "Invalid subscription ID"
-subscription.invalid_user_id: "Invalid user ID"
-
-# Payment messages
-payment.not_configured: "Payment information has not been configured by administrator"
-payment.method_not_exists: "Payment method does not exist"
-payment.callback_error: "Callback URL configuration error"
-payment.create_failed: "Failed to create order"
-payment.start_failed: "Failed to start payment"
-payment.amount_too_low: "Plan amount is too low"
-payment.stripe_not_configured: "Stripe is not configured or key is invalid"
-payment.webhook_not_configured: "Webhook is not configured"
-payment.price_id_not_configured: "StripePriceId is not configured for this plan"
-payment.creem_not_configured: "CreemProductId is not configured for this plan"
-payment.compliance_required: "Payment, redemption, subscription, and invitation reward features are disabled. The administrator must confirm compliance terms before enabling them."
-
-# Topup messages
-topup.not_provided: "Payment order number not provided"
-topup.order_not_exists: "Top-up order does not exist"
-topup.order_status: "Top-up order status error"
-topup.failed: "Top-up failed, please try again later"
-topup.invalid_quota: "Invalid top-up quota"
-
-# Channel messages
-channel.not_exists: "Channel does not exist"
-channel.id_format_error: "Channel ID format error"
-channel.no_available_key: "No available channel keys"
-channel.get_list_failed: "Failed to get channel list, please try again later"
-channel.get_tags_failed: "Failed to get tags, please try again later"
-channel.get_key_failed: "Failed to get channel key"
-channel.get_ollama_failed: "Failed to get Ollama models"
-channel.query_failed: "Failed to query channel"
-channel.no_valid_upstream: "No valid upstream channel"
-channel.upstream_saturated: "Current group upstream load is saturated, please try again later"
-channel.get_available_failed: "Failed to get available channels for model {{.Model}} under group {{.Group}}"
-
-# Model messages
-model.name_empty: "Model name cannot be empty"
-model.name_exists: "Model name already exists"
-model.id_missing: "Model ID is missing"
-model.get_list_failed: "Failed to get model list, please try again later"
-model.get_failed: "Failed to get upstream models"
-model.reset_success: "Model ratio reset successful"
-
-# Vendor messages
-vendor.name_empty: "Vendor name cannot be empty"
-vendor.name_exists: "Vendor name already exists"
-vendor.id_missing: "Vendor ID is missing"
-
-# Group messages
-group.name_type_empty: "Group name and type cannot be empty"
-group.name_exists: "Group name already exists"
-group.id_missing: "Group ID is missing"
-
-# Checkin messages
-checkin.disabled: "Check-in feature is not enabled"
-checkin.already_today: "Already checked in today"
-checkin.failed: "Check-in failed, please try again later"
-checkin.quota_failed: "Check-in failed: quota update error"
-
-# Passkey messages
-passkey.create_failed: "Unable to create Passkey credential"
-passkey.login_abnormal: "Passkey login status is abnormal"
-passkey.update_failed: "Passkey credential update failed"
-passkey.invalid_user_id: "Invalid user ID"
-passkey.verify_failed: "Passkey verification failed, please try again or contact administrator"
-passkey.rp_id_invalid: "Invalid Passkey domain. Enter a domain without a scheme, port, path or wildcard."
-passkey.rp_id_unavailable: "This Passkey domain is not available on this website. Use its original website or another verification method."
-passkey.rp_id_removal_confirmation: "Review the affected Passkeys and confirm the domain removal. If the settings or impact have changed, confirmation is required again."
-
-# 2FA messages
-twofa.not_enabled: "User has not enabled 2FA"
-twofa.user_id_empty: "User ID cannot be empty"
-twofa.already_exists: "User already has 2FA configured"
-twofa.record_id_empty: "2FA record ID cannot be empty"
-twofa.code_invalid: "Verification code or backup code is incorrect"
-
-# Rate limit messages
+auth.client_ip_unresolved: "Unable to resolve the client IP address"
+auth.token_ip_not_allowed: "Your IP address is not on this token's allowlist"
+auth.token_group_forbidden: "No permission to access group {{.Group}}"
+auth.token_group_deprecated: "Group {{.Group}} has been deprecated"
+auth.channel_select_forbidden: "Regular users cannot specify a channel"
 rate_limit.reached: "You have reached the request limit: maximum {{.Max}} requests in {{.Minutes}} minutes"
-rate_limit.total_reached: "You have reached the total request limit: maximum {{.Max}} requests in {{.Minutes}} minutes, including failed attempts"
-
-# Setting messages
-setting.invalid_type: "Invalid warning type"
-setting.webhook_empty: "Webhook URL cannot be empty"
-setting.webhook_invalid: "Invalid Webhook URL"
-setting.email_invalid: "Invalid email address"
-setting.bark_url_empty: "Bark push URL cannot be empty"
-setting.bark_url_invalid: "Invalid Bark push URL"
-setting.gotify_url_empty: "Gotify server URL cannot be empty"
-setting.gotify_token_empty: "Gotify token cannot be empty"
-setting.gotify_url_invalid: "Invalid Gotify server URL"
-setting.url_must_http: "URL must start with http:// or https://"
-setting.saved: "Settings updated"
-
-# Deployment messages (io.net)
-deployment.not_enabled: "io.net model deployment is not enabled or API key is missing"
-deployment.id_required: "Deployment ID is required"
-deployment.container_id_required: "Container ID is required"
-deployment.name_empty: "Deployment name cannot be empty"
-deployment.name_taken: "Deployment name is not available, please choose a different name"
-deployment.hardware_id_required: "hardware_id parameter is required"
-deployment.hardware_invalid_id: "Invalid hardware_id parameter"
-deployment.api_key_required: "api_key is required"
-deployment.invalid_payload: "Invalid request payload"
-deployment.not_found: "Container details not found"
-
-# Performance messages
-performance.disk_cache_cleared: "Inactive disk cache has been cleared"
-performance.stats_reset: "Statistics have been reset"
-performance.gc_executed: "GC has been executed"
-
-# Ability messages
-ability.db_corrupted: "Database consistency has been compromised"
-ability.repair_running: "A repair task is already running, please try again later"
-
-# OAuth messages
-oauth.invalid_code: "Invalid authorization code"
-oauth.get_user_error: "Failed to get user information"
-oauth.account_used: "This account has been bound to another user"
-oauth.unknown_provider: "Unknown OAuth provider"
-oauth.state_invalid: "State parameter is empty or mismatched"
-oauth.not_enabled: "{{.Provider}} login and registration has not been enabled by administrator"
-oauth.user_deleted: "User has been deleted"
-oauth.user_banned: "User has been banned"
-oauth.bind_success: "Binding successful"
-oauth.already_bound: "This {{.Provider}} account has already been bound"
-oauth.not_auto_linked: "This {{.Provider}} account cannot be linked to an existing account automatically, please sign in or register another way and then link {{.Provider}} in account settings"
-oauth.connect_failed: "Unable to connect to {{.Provider}} server, please try again later"
-oauth.token_failed: "Failed to get token from {{.Provider}}, please check settings"
-oauth.user_info_empty: "{{.Provider}} returned empty user info, please check settings"
-oauth.trust_level_low: "Linux DO trust level does not meet the minimum required by administrator"
-
-# Model layer error messages
-redeem.failed: "Redemption failed, please try again later"
-user.create_default_token_error: "Failed to create default token"
-common.uuid_duplicate: "Please retry, the system generated a duplicate UUID!"
-common.invalid_input: "Invalid input"
-
-# Distributor messages
+rate_limit.total_reached: "You have reached the total request limit: maximum {{.Max}} requests in {{.Minutes}} minutes, including failed attempts. Please check that your requests are correct"
 distributor.invalid_request: "Invalid request: {{.Error}}"
 distributor.invalid_channel_id: "Invalid channel ID"
 distributor.channel_disabled: "This channel has been disabled"
-distributor.affinity_channel_disabled: "The channel selected by channel affinity has been disabled, and retry was stopped by rule. Please contact the administrator"
 distributor.token_no_model_access: "This token has no access to any models"
 distributor.token_model_forbidden: "This token has no access to model {{.Model}}"
 distributor.model_name_required: "Model name not specified, model name cannot be empty"
@@ -280,14 +25,67 @@ distributor.group_access_denied: "No permission to access this group"
 distributor.get_channel_failed: "Failed to get available channel for model {{.Model}} under group {{.Group}} (distributor): {{.Error}}"
 distributor.no_available_channel: "No available channel for model {{.Model}} under group {{.Group}} (distributor)"
 distributor.no_available_channel_task_plugin: "No available channel for model {{.Model}} under group {{.Group}}: the model is claimed by a task plugin, which has no enabled channel serving it (distributor)"
-distributor.invalid_midjourney_request: "Invalid Midjourney request: {{.Error}}"
-distributor.invalid_request_parse_model: "Invalid request, unable to parse model"
+distributor.invalid_request_parse_model: "unable to parse model"
+quota.user_insufficient: "Insufficient user quota, remaining quota: {{.Remaining}}"
+quota.pre_consume_insufficient: "Not enough quota to pre-consume for this request: {{.Remaining}} remaining, {{.Required}} required"
+quota.subscription_insufficient: "Subscription quota is insufficient or no subscription is configured: {{.Error}}"
+relay.model_price_not_configured: "Model {{.Model}} has not been priced by the administrator yet. Please contact the site administrator to enable this model."
+relay.model_price_not_configured_admin: "Model {{.Model}} price not configured. Go to System Settings → Operation Settings to enable self-use mode, or configure the model price in System Settings → Group & Model Pricing."
+relay.task_channel_disabled: "The channel of this task has been disabled"
+relay.group_saturated: "The current group is at capacity. Please try again later, or upgrade your account for better service."
+relay.group_upstream_saturated: "The upstream of the current group is at capacity. Please try again later"
+relay.retry_get_channel_failed: "Failed to get available channel for model {{.Model}} under group {{.Group}} (retry): {{.Error}}"
+relay.retry_no_available_channel: "No available channel for model {{.Model}} under group {{.Group}} (retry)"
+relay.access_token_unsupported: "Access tokens are not supported here"
 
-# Custom OAuth provider messages
-custom_oauth.not_found: "Custom OAuth provider not found"
-custom_oauth.slug_empty: "Slug cannot be empty"
-custom_oauth.slug_exists: "Slug already exists"
-custom_oauth.name_empty: "Provider name cannot be empty"
-custom_oauth.has_bindings: "Cannot delete provider with existing user bindings"
-custom_oauth.binding_not_found: "OAuth binding not found"
-custom_oauth.provider_id_field_invalid: "Could not extract user ID from provider response"
+# Emails and the name of the token created at registration
+user.default_token_name: "{{.Username}}'s initial token"
+email.verification.subject: "{{.SystemName}} email verification"
+email.verification.greeting: "Hello, you are verifying your email address for {{.SystemName}}."
+email.verification.code: "Your verification code is: <strong>{{.Code}}</strong>"
+email.verification.validity: "The verification code is valid for {{.Minutes}} minutes. If you did not request it, please ignore this email."
+email.password_reset.subject: "{{.SystemName}} password reset"
+email.password_reset.greeting: "Hello, you are resetting your password for {{.SystemName}}."
+email.password_reset.link: "Click <a href='{{.Link}}'>here</a> to reset your password."
+email.password_reset.link_fallback: "If the link does not open, copy the link below into your browser:<br> {{.Link}}"
+email.password_reset.validity: "The reset link is valid for {{.Minutes}} minutes. If you did not request it, please ignore this email."
+email.binding.subject: "{{.SystemName}} — Confirm your email address"
+email.binding.new_intro: "Confirm linking this email address to your account."
+email.binding.old_intro: "A change to your account email address was requested. Confirm replacing your current address."
+email.binding.code: "Verification code: <strong>{{.Code}}</strong>"
+email.binding.new_validity: "This code expires in {{.Minutes}} minutes. If you did not request this change, do not share this code."
+email.binding.old_validity: "This code expires in {{.Minutes}} minutes. If you did not request this change, do not share this code and contact your administrator."
+email.security_notice.subject: "{{.SystemName}} — Account security notification"
+email.security_notice.changed: "Your account security settings have changed: {{.Event}}."
+email.security_notice.advice: "If you did not make this change, open your account security settings, revoke other login sessions, and contact your administrator."
+email.security_event.password_updated: "Password updated"
+email.security_event.email_change_requested: "A change of your email address was requested"
+email.security_event.email_changed: "Email address changed"
+email.security_event.email_confirmed: "Email address confirmed"
+email.security_event.login_linked: "Login account linked: {{.Provider}}"
+email.security_event.login_unlinked: "Login account unlinked"
+email.security_event.wechat_linked: "WeChat account linked"
+
+# Low-quota notices
+notify.quota_low_title: "Your quota is running low"
+notify.subscription_quota_low_title: "Your subscription quota is running low"
+notify.quota_low_bark: "{{.Prompt}}, remaining quota: {{.Quota}}. Please top up soon"
+notify.quota_low_gotify: "{{.Prompt}}. Your remaining quota is {{.Quota}}. Please top up soon."
+notify.quota_low_email: "{{.Prompt}}. Your remaining quota is {{.Quota}}. Top up soon to keep using the service.<br/>Top-up link: <a href='{{.Link}}'>{{.Link}}</a>"
+
+# Channel notices sent to administrators who receive them and to model update watchers
+channel.notify_disabled_subject: "Channel \"{{.Name}}\" (#{{.Id}}) has been disabled"
+channel.notify_disabled_content: "Channel \"{{.Name}}\" (#{{.Id}}) has been disabled. Reason: {{.Reason}}"
+channel.notify_enabled_subject: "Channel \"{{.Name}}\" (#{{.Id}}) has been enabled"
+channel.notify_enabled_content: "Channel \"{{.Name}}\" (#{{.Id}}) has been enabled"
+channel.test_completed_subject: "Channel test completed"
+channel.test_completed_content: "All channel tests have completed"
+channel.response_time_exceeded: "response time {{.Seconds}}s exceeds the threshold of {{.Threshold}}s"
+channel.upstream_update_notify_subject: "Upstream model check notice"
+channel.upstream_update_summary: "Upstream model check summary: {{.Checked}} channels checked, {{.Changed}} changed, {{.Added}} models added, {{.Removed}} models removed, {{.AutoAdded}} added automatically, {{.Failed}} failed."
+channel.upstream_update_changed_channels: "Changed channels (showing {{.Shown}}/{{.Total}}):"
+channel.upstream_update_more_channels: "{{.Count}} more channels omitted"
+channel.upstream_update_added_models: "Added model examples (showing {{.Shown}}/{{.Total}}): {{.Models}}"
+channel.upstream_update_removed_models: "Removed model examples (showing {{.Shown}}/{{.Total}}): {{.Models}}"
+channel.upstream_update_failed_channels: "Failed channel IDs (showing {{.Shown}}/{{.Total}}): {{.Ids}}"
+channel.upstream_update_more_omitted: " ({{.Count}} more omitted)"
diff --git a/i18n/locales/zh-CN.yaml b/i18n/locales/zh-CN.yaml
index 1c7e79c..eceee81 100644
--- a/i18n/locales/zh-CN.yaml
+++ b/i18n/locales/zh-CN.yaml
@@ -1,278 +1,23 @@
 # Chinese (Simplified) translations
 # 中文（简体）翻译文件
 
-# Task plugin messages
-task_plugin.unknown_meta_field: '插件元数据包含未知字段“{{.Field}}”。如果插件来自官方市场，可能需要更高版本的 new-api。请尝试更新 new-api 后重新安装插件。'
-
-# Common messages
-common.invalid_params: "无效的参数"
+# Errors returned to AI clients
 common.database_error: "数据库出错，请联系管理员"
-common.retry_later: "请稍后重试"
-common.generate_failed: "生成失败"
-common.not_found: "未找到"
-common.unauthorized: "未授权"
-common.forbidden: "无权限"
-common.invalid_id: "无效的ID"
-common.id_empty: "ID 为空！"
-common.feature_disabled: "该功能未启用"
-common.operation_success: "操作成功"
-common.operation_failed: "操作失败"
-common.update_success: "更新成功"
-common.update_failed: "更新失败"
-common.create_success: "创建成功"
-common.create_failed: "创建失败"
-common.delete_success: "删除成功"
-common.delete_failed: "删除失败"
-common.already_exists: "已存在"
-common.name_cannot_be_empty: "名称不能为空"
-common.batch_too_many: "批量请求数量过多，最多 {{.Max}} 条"
-
-# Auth middleware messages
-auth.not_logged_in: "无权进行此操作，未登录且未提供 access token"
-auth.access_token_invalid: "无权进行此操作，access token 无效"
-auth.user_info_invalid: "无权进行此操作，用户信息无效"
-auth.user_id_not_provided: "无权进行此操作，未提供 New-Api-User"
-auth.user_id_format_error: "无权进行此操作，New-Api-User 格式错误"
-auth.user_id_mismatch: "无权进行此操作，New-Api-User 与登录用户不匹配"
 auth.user_banned: "用户已被封禁"
-auth.insufficient_privilege: "无权进行此操作，权限不足"
-
-# Token messages
-token.name_too_long: "令牌名称过长"
-token.quota_negative: "额度值不能为负数"
-token.quota_exceed_max: "额度值超出有效范围，最大值为 {{.Max}}"
-token.generate_failed: "生成令牌失败"
 token.get_info_failed: "获取令牌信息失败，请稍后重试"
-token.expired_cannot_enable: "令牌已过期，无法启用，请先修改令牌过期时间，或者设置为永不过期"
-token.exhausted_cannot_enable: "令牌可用额度已用尽，无法启用，请先修改令牌剩余额度，或者设置为无限额度"
 token.invalid: "无效的令牌"
 token.not_provided: "未提供令牌"
-token.expired: "该令牌已过期"
-token.exhausted: "该令牌额度已用尽 TokenStatusExhausted[sk-{{.Prefix}}***{{.Suffix}}]"
 token.status_unavailable: "该令牌状态不可用"
-token.db_error: "无效的令牌，数据库查询出错，请联系管理员"
-token.auto_groups_too_many: "每个令牌最多可选择 {{.Max}} 个 Auto 分组"
-token.auto_groups_duplicate: "Auto 分组 {{.Group}} 重复"
-token.auto_groups_invalid: "Auto 分组 {{.Group}} 不可用或无权访问"
-
-# Redemption messages
-redemption.name_length: "兑换码名称长度必须在1-20之间"
-redemption.count_positive: "兑换码个数必须大于0"
-redemption.count_max: "一次兑换码批量生成的个数不能大于 100"
-redemption.create_failed: "创建兑换码失败，请稍后重试"
-redemption.invalid: "无效的兑换码"
-redemption.used: "该兑换码已被使用"
-redemption.expired: "该兑换码已过期"
-redemption.failed: "兑换失败，请稍后重试"
-redemption.not_provided: "未提供兑换码"
-redemption.expire_time_invalid: "过期时间不能早于当前时间"
-
-# User messages
-user.password_login_disabled: "管理员关闭了密码登录"
-user.register_disabled: "管理员关闭了新用户注册"
-user.password_register_disabled: "管理员关闭了通过密码进行注册，请使用第三方账户验证的形式进行注册"
-user.username_or_password_empty: "用户名或密码为空"
-user.username_or_password_error: "用户名或密码错误，或用户已被封禁"
-user.email_or_password_empty: "邮箱地址或密码为空！"
-user.exists: "用户名已存在，或已注销"
-user.not_exists: "用户不存在"
-user.disabled: "该用户已被禁用"
-user.session_save_failed: "无法保存会话信息，请重试"
-user.require_2fa: "请输入两步验证码"
-user.email_verification_required: "管理员开启了邮箱验证，请输入邮箱地址和验证码"
-user.verification_code_error: "验证码错误或已过期"
-user.email_already_taken: "邮箱地址已被占用"
-user.password_unset: "当前账号未设置密码，请使用密码重置或联系管理员重置密码"
-user.password_reset_link_invalid: "重置链接非法或已过期"
-user.input_invalid: "输入不合法 {{.Error}}"
-user.no_permission_same_level: "无权获取同级或更高等级用户的信息"
-user.no_permission_higher_level: "无权更新同权限等级或更高权限等级的用户信息"
-user.cannot_create_higher_level: "无法创建权限大于等于自己的用户"
-user.cannot_delete_root_user: "不能删除超级管理员账户"
-user.cannot_disable_root_user: "无法禁用超级管理员用户"
-user.cannot_demote_root_user: "无法降级超级管理员用户"
-user.already_admin: "该用户已经是管理员"
-user.already_common: "该用户已经是普通用户"
-user.admin_cannot_promote: "普通管理员用户无法提升其他用户为管理员"
-user.original_password_error: "原密码错误"
-user.invite_quota_insufficient: "邀请额度不足！"
-user.transfer_quota_minimum: "转移额度最小为{{.Min}}！"
-user.transfer_success: "划转成功"
-user.transfer_failed: "划转失败 {{.Error}}"
-user.topup_processing: "充值处理中，请稍后重试"
-user.register_failed: "用户注册失败或用户ID获取失败"
-user.default_token_failed: "生成默认令牌失败"
-user.aff_code_empty: "affCode 为空！"
-user.email_empty: "email 为空！"
-user.github_id_empty: "GitHub id 为空！"
-user.discord_id_empty: "discord id 为空！"
-user.oidc_id_empty: "oidc id 为空！"
-user.wechat_id_empty: "WeChat id 为空！"
-user.telegram_id_empty: "Telegram id 为空！"
-user.telegram_not_bound: "该 Telegram 账户未绑定"
-user.linux_do_id_empty: "Linux DO id 为空！"
-user.quota_change_zero: "额度变更量不能为0"
-
-# Quota messages
-quota.negative: "额度不能为负数！"
-quota.exceed_max: "额度值超出有效范围"
-quota.insufficient: "额度不足"
-quota.warning_invalid: "无效的预警类型"
-quota.threshold_gt_zero: "预警阈值必须大于0"
-
-# Subscription messages
-subscription.not_enabled: "套餐未启用"
-subscription.title_empty: "套餐标题不能为空"
-subscription.price_negative: "价格不能为负数"
-subscription.price_max: "价格不能超过9999"
-subscription.purchase_limit_negative: "购买上限不能为负数"
-subscription.quota_negative: "总额度不能为负数"
-subscription.group_not_exists: "升级分组不存在"
-subscription.reset_cycle_gt_zero: "自定义重置周期需大于0秒"
-subscription.purchase_max: "已达到该套餐购买上限"
-subscription.invalid_id: "无效的订阅ID"
-subscription.invalid_user_id: "无效的用户ID"
-
-# Payment messages
-payment.not_configured: "当前管理员未配置支付信息"
-payment.method_not_exists: "支付方式不存在"
-payment.callback_error: "回调地址配置错误"
-payment.create_failed: "创建订单失败"
-payment.start_failed: "拉起支付失败"
-payment.amount_too_low: "套餐金额过低"
-payment.stripe_not_configured: "Stripe 未配置或密钥无效"
-payment.webhook_not_configured: "Webhook 未配置"
-payment.price_id_not_configured: "该套餐未配置 StripePriceId"
-payment.creem_not_configured: "该套餐未配置 CreemProductId"
-payment.compliance_required: "支付、兑换码、订阅计划和邀请返利功能已禁用。管理员需先确认合规声明后方可启用。"
-
-# Topup messages
-topup.not_provided: "未提供支付单号"
-topup.order_not_exists: "充值订单不存在"
-topup.order_status: "充值订单状态错误"
-topup.failed: "充值失败，请稍后重试"
-topup.invalid_quota: "无效的充值额度"
-
-# Channel messages
-channel.not_exists: "渠道不存在"
-channel.id_format_error: "渠道ID格式错误"
-channel.no_available_key: "没有可用的渠道密钥"
-channel.get_list_failed: "获取渠道列表失败，请稍后重试"
-channel.get_tags_failed: "获取标签失败，请稍后重试"
-channel.get_key_failed: "获取渠道密钥失败"
-channel.get_ollama_failed: "获取Ollama模型失败"
-channel.query_failed: "查询渠道失败"
-channel.no_valid_upstream: "无有效上游渠道"
-channel.upstream_saturated: "当前分组上游负载已饱和，请稍后再试"
-channel.get_available_failed: "获取分组 {{.Group}} 下模型 {{.Model}} 的可用渠道失败"
-
-# Model messages
-model.name_empty: "模型名称不能为空"
-model.name_exists: "模型名称已存在"
-model.id_missing: "缺少模型 ID"
-model.get_list_failed: "获取模型列表失败，请稍后重试"
-model.get_failed: "获取上游模型失败"
-model.reset_success: "重置模型倍率成功"
-
-# Vendor messages
-vendor.name_empty: "供应商名称不能为空"
-vendor.name_exists: "供应商名称已存在"
-vendor.id_missing: "缺少供应商 ID"
-
-# Group messages
-group.name_type_empty: "组名称和类型不能为空"
-group.name_exists: "组名称已存在"
-group.id_missing: "缺少组 ID"
-
-# Checkin messages
-checkin.disabled: "签到功能未启用"
-checkin.already_today: "今日已签到"
-checkin.failed: "签到失败，请稍后重试"
-checkin.quota_failed: "签到失败：更新额度出错"
-
-# Passkey messages
-passkey.create_failed: "无法创建 Passkey 凭证"
-passkey.login_abnormal: "Passkey 登录状态异常"
-passkey.update_failed: "Passkey 凭证更新失败"
-passkey.invalid_user_id: "无效的用户 ID"
-passkey.verify_failed: "Passkey 验证失败，请重试或联系管理员"
-passkey.rp_id_invalid: "通行密钥域名无效。请填写域名，不包含协议、端口、路径或通配符。"
-passkey.rp_id_unavailable: "此通行密钥域名无法在当前网站使用。请前往原网站或选择其他验证方式。"
-passkey.rp_id_removal_confirmation: "请核对受影响的通行密钥并确认删除域名。配置或影响范围发生变化后，需要重新确认。"
-
-# 2FA messages
-twofa.not_enabled: "用户未启用2FA"
-twofa.user_id_empty: "用户ID不能为空"
-twofa.already_exists: "用户已存在2FA设置"
-twofa.record_id_empty: "2FA记录ID不能为空"
-twofa.code_invalid: "验证码或备用码不正确"
-
-# Rate limit messages
+auth.client_ip_unresolved: "无法解析客户端 IP 地址"
+auth.token_ip_not_allowed: "您的 IP 不在令牌允许访问的列表中"
+auth.token_group_forbidden: "无权访问 {{.Group}} 分组"
+auth.token_group_deprecated: "分组 {{.Group}} 已被弃用"
+auth.channel_select_forbidden: "普通用户不支持指定渠道"
 rate_limit.reached: "您已达到请求数限制：{{.Minutes}}分钟内最多请求{{.Max}}次"
-rate_limit.total_reached: "您已达到总请求数限制：{{.Minutes}}分钟内最多请求{{.Max}}次，包括失败次数"
-
-# Setting messages
-setting.invalid_type: "无效的预警类型"
-setting.webhook_empty: "Webhook地址不能为空"
-setting.webhook_invalid: "无效的Webhook地址"
-setting.email_invalid: "无效的邮箱地址"
-setting.bark_url_empty: "Bark推送URL不能为空"
-setting.bark_url_invalid: "无效的Bark推送URL"
-setting.gotify_url_empty: "Gotify服务器地址不能为空"
-setting.gotify_token_empty: "Gotify令牌不能为空"
-setting.gotify_url_invalid: "无效的Gotify服务器地址"
-setting.url_must_http: "URL必须以http://或https://开头"
-setting.saved: "设置已更新"
-
-# Deployment messages (io.net)
-deployment.not_enabled: "io.net 模型部署功能未启用或 API 密钥缺失"
-deployment.id_required: "deployment ID 为必填项"
-deployment.container_id_required: "container ID 为必填项"
-deployment.name_empty: "deployment 名称不能为空"
-deployment.name_taken: "deployment 名称已被使用，请选择其他名称"
-deployment.hardware_id_required: "hardware_id 参数为必填项"
-deployment.hardware_invalid_id: "无效的 hardware_id 参数"
-deployment.api_key_required: "api_key 为必填项"
-deployment.invalid_payload: "无效的请求内容"
-deployment.not_found: "未找到容器详情"
-
-# Performance messages
-performance.disk_cache_cleared: "不活跃的磁盘缓存已清理"
-performance.stats_reset: "统计信息已重置"
-performance.gc_executed: "GC 已执行"
-
-# Ability messages
-ability.db_corrupted: "数据库一致性被破坏"
-ability.repair_running: "已经有一个修复任务在运行中，请稍后再试"
-
-# OAuth messages
-oauth.invalid_code: "无效的授权码"
-oauth.get_user_error: "获取用户信息失败"
-oauth.account_used: "该账户已被其他用户绑定"
-oauth.unknown_provider: "未知的 OAuth 提供商"
-oauth.state_invalid: "state 参数为空或不匹配"
-oauth.not_enabled: "管理员未开启通过 {{.Provider}} 登录以及注册"
-oauth.user_deleted: "用户已注销"
-oauth.user_banned: "用户已被封禁"
-oauth.bind_success: "绑定成功"
-oauth.already_bound: "该 {{.Provider}} 账户已被绑定"
-oauth.not_auto_linked: "无法自动将该 {{.Provider}} 账户关联到现有账户，请使用其他方式登录或注册后，在账户设置中绑定 {{.Provider}}"
-oauth.connect_failed: "无法连接至 {{.Provider}} 服务器，请稍后重试"
-oauth.token_failed: "{{.Provider}} 获取 Token 失败，请检查设置"
-oauth.user_info_empty: "{{.Provider}} 获取用户信息为空，请检查设置"
-oauth.trust_level_low: "Linux DO 信任等级未达到管理员设置的最低信任等级"
-
-# Model layer error messages
-redeem.failed: "兑换失败，请稍后重试"
-user.create_default_token_error: "创建默认令牌失败"
-common.uuid_duplicate: "请重试，系统生成的 UUID 竟然重复了！"
-common.invalid_input: "输入不合法"
-
-# Distributor messages
+rate_limit.total_reached: "您已达到总请求数限制：{{.Minutes}}分钟内最多请求{{.Max}}次，包括失败次数，请检查您的请求是否正确"
 distributor.invalid_request: "无效的请求，{{.Error}}"
 distributor.invalid_channel_id: "无效的渠道 Id"
 distributor.channel_disabled: "该渠道已被禁用"
-distributor.affinity_channel_disabled: "渠道亲和性命中的渠道已被禁用，已按规则停止重试，请联系管理员处理"
 distributor.token_no_model_access: "该令牌无权访问任何模型"
 distributor.token_model_forbidden: "该令牌无权访问模型 {{.Model}}"
 distributor.model_name_required: "未指定模型名称，模型名称不能为空"
@@ -281,14 +26,67 @@ distributor.group_access_denied: "无权访问该分组"
 distributor.get_channel_failed: "获取分组 {{.Group}} 下模型 {{.Model}} 的可用渠道失败（distributor）：{{.Error}}"
 distributor.no_available_channel: "分组 {{.Group}} 下模型 {{.Model}} 无可用渠道（distributor）"
 distributor.no_available_channel_task_plugin: "分组 {{.Group}} 下模型 {{.Model}} 无可用渠道：该模型由任务插件认领，但当前没有启用的渠道可服务此模型（distributor）"
-distributor.invalid_midjourney_request: "无效的midjourney请求，{{.Error}}"
-distributor.invalid_request_parse_model: "无效的请求，无法解析模型"
+distributor.invalid_request_parse_model: "无法解析模型"
+quota.user_insufficient: "用户额度不足, 剩余额度: {{.Remaining}}"
+quota.pre_consume_insufficient: "预扣费额度失败, 用户剩余额度: {{.Remaining}}, 需要预扣费额度: {{.Required}}"
+quota.subscription_insufficient: "订阅额度不足或未配置订阅: {{.Error}}"
+relay.model_price_not_configured: "模型 {{.Model}} 的价格尚未由管理员配置，暂时无法使用，请联系站点管理员开启该模型；Model {{.Model}} has not been priced by the administrator yet. Please contact the site administrator to enable this model."
+relay.model_price_not_configured_admin: "模型 {{.Model}} 的价格未配置。请前往「系统设置 → 运营设置」开启自用模式，或在「系统设置 → 分组与模型定价设置」中为该模型配置价格；Model {{.Model}} price not configured. Go to System Settings → Operation Settings to enable self-use mode, or configure the model price in System Settings → Group & Model Pricing."
+relay.task_channel_disabled: "该任务所属渠道已被禁用"
+relay.group_saturated: "当前分组负载已饱和，请稍后再试，或升级账户以提升服务质量。"
+relay.group_upstream_saturated: "当前分组上游负载已饱和，请稍后再试"
+relay.retry_get_channel_failed: "获取分组 {{.Group}} 下模型 {{.Model}} 的可用渠道失败（retry）: {{.Error}}"
+relay.retry_no_available_channel: "分组 {{.Group}} 下模型 {{.Model}} 的可用渠道不存在（retry）"
+relay.access_token_unsupported: "暂不支持使用 access token"
 
-# Custom OAuth provider messages
-custom_oauth.not_found: "自定义 OAuth 提供商不存在"
-custom_oauth.slug_empty: "标识符不能为空"
-custom_oauth.slug_exists: "标识符已存在"
-custom_oauth.name_empty: "提供商名称不能为空"
-custom_oauth.has_bindings: "无法删除已有用户绑定的提供商"
-custom_oauth.binding_not_found: "OAuth 绑定不存在"
-custom_oauth.provider_id_field_invalid: "无法从提供商响应中提取用户 ID"
+# Emails and the name of the token created at registration
+user.default_token_name: "{{.Username}}的初始令牌"
+email.verification.subject: "{{.SystemName}}邮箱验证邮件"
+email.verification.greeting: "您好，你正在进行{{.SystemName}}邮箱验证。"
+email.verification.code: "您的验证码为: <strong>{{.Code}}</strong>"
+email.verification.validity: "验证码 {{.Minutes}} 分钟内有效，如果不是本人操作，请忽略。"
+email.password_reset.subject: "{{.SystemName}}密码重置"
+email.password_reset.greeting: "您好，你正在进行{{.SystemName}}密码重置。"
+email.password_reset.link: "点击 <a href='{{.Link}}'>此处</a> 进行密码重置。"
+email.password_reset.link_fallback: "如果链接无法点击，请尝试点击下面的链接或将其复制到浏览器中打开：<br> {{.Link}}"
+email.password_reset.validity: "重置链接 {{.Minutes}} 分钟内有效，如果不是本人操作，请忽略。"
+email.binding.subject: "{{.SystemName}}邮箱绑定确认"
+email.binding.new_intro: "请确认将此邮箱地址绑定到您的账户。"
+email.binding.old_intro: "您的账户正在申请更换邮箱地址，请确认替换当前邮箱。"
+email.binding.code: "验证码：<strong>{{.Code}}</strong>"
+email.binding.new_validity: "验证码 {{.Minutes}} 分钟内有效。如果不是您本人操作，请勿把验证码告诉任何人。"
+email.binding.old_validity: "验证码 {{.Minutes}} 分钟内有效。如果不是您本人操作，请勿把验证码告诉任何人，并联系管理员。"
+email.security_notice.subject: "{{.SystemName}}账户安全提醒"
+email.security_notice.changed: "您的账户安全设置有变动：{{.Event}}。"
+email.security_notice.advice: "如果不是您本人操作，请打开账户安全设置，退出其他会话，并联系管理员。"
+email.security_event.password_updated: "密码已修改"
+email.security_event.email_change_requested: "已申请更换邮箱地址"
+email.security_event.email_changed: "邮箱地址已更换"
+email.security_event.email_confirmed: "邮箱地址已确认"
+email.security_event.login_linked: "已绑定登录账号 {{.Provider}}"
+email.security_event.login_unlinked: "已解绑登录账号"
+email.security_event.wechat_linked: "已绑定微信账号"
+
+# Low-quota notices
+notify.quota_low_title: "您的额度即将用尽"
+notify.subscription_quota_low_title: "您的订阅额度即将用尽"
+notify.quota_low_bark: "{{.Prompt}}，剩余额度：{{.Quota}}，请及时充值"
+notify.quota_low_gotify: "{{.Prompt}}，当前剩余额度为 {{.Quota}}，请及时充值。"
+notify.quota_low_email: "{{.Prompt}}，当前剩余额度为 {{.Quota}}，为了不影响您的使用，请及时充值。<br/>充值链接：<a href='{{.Link}}'>{{.Link}}</a>"
+
+# Channel notices sent to administrators who receive them and to model update watchers
+channel.notify_disabled_subject: "通道「{{.Name}}」（#{{.Id}}）已被禁用"
+channel.notify_disabled_content: "通道「{{.Name}}」（#{{.Id}}）已被禁用，原因：{{.Reason}}"
+channel.notify_enabled_subject: "通道「{{.Name}}」（#{{.Id}}）已被启用"
+channel.notify_enabled_content: "通道「{{.Name}}」（#{{.Id}}）已被启用"
+channel.test_completed_subject: "通道测试完成"
+channel.test_completed_content: "所有通道测试已完成"
+channel.response_time_exceeded: "响应时间 {{.Seconds}}s 超过阈值 {{.Threshold}}s"
+channel.upstream_update_notify_subject: "上游模型巡检通知"
+channel.upstream_update_summary: "上游模型巡检摘要：检测渠道 {{.Checked}} 个，发现变更 {{.Changed}} 个，新增 {{.Added}} 个，删除 {{.Removed}} 个，自动同步新增 {{.AutoAdded}} 个，失败 {{.Failed}} 个。"
+channel.upstream_update_changed_channels: "变更渠道明细（展示 {{.Shown}}/{{.Total}}）："
+channel.upstream_update_more_channels: "其余 {{.Count}} 个渠道已省略"
+channel.upstream_update_added_models: "新增模型示例（展示 {{.Shown}}/{{.Total}}）：{{.Models}}"
+channel.upstream_update_removed_models: "删除模型示例（展示 {{.Shown}}/{{.Total}}）：{{.Models}}"
+channel.upstream_update_failed_channels: "失败渠道 ID（展示 {{.Shown}}/{{.Total}}）：{{.Ids}}"
+channel.upstream_update_more_omitted: "（其余 {{.Count}} 个已省略）"
diff --git a/i18n/locales/zh-TW.yaml b/i18n/locales/zh-TW.yaml
index 4f8ee2a..d2349d5 100644
--- a/i18n/locales/zh-TW.yaml
+++ b/i18n/locales/zh-TW.yaml
@@ -1,278 +1,23 @@
 # Chinese (Traditional) translations
 # 中文（繁體）翻譯檔案
 
-# Task plugin messages
-task_plugin.unknown_meta_field: '外掛中繼資料包含未知欄位「{{.Field}}」。如果外掛來自官方市集，可能需要較新版本的 new-api。請嘗試更新 new-api 後重新安裝外掛。'
-
-# Common messages
-common.invalid_params: "無效的參數"
+# Errors returned to AI clients
 common.database_error: "資料庫出錯，請聯繫管理員"
-common.retry_later: "請稍後重試"
-common.generate_failed: "生成失敗"
-common.not_found: "未找到"
-common.unauthorized: "未授權"
-common.forbidden: "無權限"
-common.invalid_id: "無效的ID"
-common.id_empty: "ID 為空！"
-common.feature_disabled: "該功能未啟用"
-common.operation_success: "操作成功"
-common.operation_failed: "操作失敗"
-common.update_success: "更新成功"
-common.update_failed: "更新失敗"
-common.create_success: "建立成功"
-common.create_failed: "建立失敗"
-common.delete_success: "刪除成功"
-common.delete_failed: "刪除失敗"
-common.already_exists: "已存在"
-common.name_cannot_be_empty: "名稱不能為空"
-common.batch_too_many: "批次請求數量過多，最多 {{.Max}} 條"
-
-# Auth middleware messages
-auth.not_logged_in: "無權進行此操作，未登入且未提供 access token"
-auth.access_token_invalid: "無權進行此操作，access token 無效"
-auth.user_info_invalid: "無權進行此操作，使用者資訊無效"
-auth.user_id_not_provided: "無權進行此操作，未提供 New-Api-User"
-auth.user_id_format_error: "無權進行此操作，New-Api-User 格式錯誤"
-auth.user_id_mismatch: "無權進行此操作，New-Api-User 與登入使用者不匹配"
 auth.user_banned: "使用者已被封禁"
-auth.insufficient_privilege: "無權進行此操作，權限不足"
-
-# Token messages
-token.name_too_long: "令牌名稱過長"
-token.quota_negative: "額度值不能為負數"
-token.quota_exceed_max: "額度值超出有效範圍，最大值為 {{.Max}}"
-token.generate_failed: "生成令牌失敗"
 token.get_info_failed: "獲取令牌資訊失敗，請稍後重試"
-token.expired_cannot_enable: "令牌已過期，無法啟用，請先修改令牌過期時間，或者設定為永不過期"
-token.exhausted_cannot_enable: "令牌可用額度已用盡，無法啟用，請先修改令牌剩餘額度，或者設定為無限額度"
 token.invalid: "無效的令牌"
 token.not_provided: "未提供令牌"
-token.expired: "該令牌已過期"
-token.exhausted: "該令牌額度已用盡 TokenStatusExhausted[sk-{{.Prefix}}***{{.Suffix}}]"
 token.status_unavailable: "該令牌狀態不可用"
-token.db_error: "無效的令牌，資料庫查詢出錯，請聯繫管理員"
-token.auto_groups_too_many: "每個令牌最多可選擇 {{.Max}} 個 Auto 分組"
-token.auto_groups_duplicate: "Auto 分組 {{.Group}} 重複"
-token.auto_groups_invalid: "Auto 分組 {{.Group}} 不可用或無權存取"
-
-# Redemption messages
-redemption.name_length: "兌換碼名稱長度必須在1-20之間"
-redemption.count_positive: "兌換碼個數必須大於0"
-redemption.count_max: "一次兌換碼批量生成的個數不能大於 100"
-redemption.create_failed: "建立兌換碼失敗，請稍後重試"
-redemption.invalid: "無效的兌換碼"
-redemption.used: "該兌換碼已被使用"
-redemption.expired: "該兌換碼已過期"
-redemption.failed: "兌換失敗，請稍後重試"
-redemption.not_provided: "未提供兌換碼"
-redemption.expire_time_invalid: "過期時間不能早於當前時間"
-
-# User messages
-user.password_login_disabled: "管理員關閉了密碼登錄"
-user.register_disabled: "管理員關閉了新使用者註冊"
-user.password_register_disabled: "管理員關閉了通過密碼進行註冊，請使用第三方帳號驗證的形式進行註冊"
-user.username_or_password_empty: "使用者名或密碼為空"
-user.username_or_password_error: "使用者名或密碼錯誤，或使用者已被封禁"
-user.email_or_password_empty: "信箱位址或密碼為空！"
-user.exists: "使用者名已存在，或已註銷"
-user.not_exists: "使用者不存在"
-user.disabled: "該使用者已被禁用"
-user.session_save_failed: "無法保存對話，請重試"
-user.require_2fa: "請輸入雙重驗證碼"
-user.email_verification_required: "管理員開啟了信箱驗證，請輸入信箱位址和驗證碼"
-user.verification_code_error: "驗證碼錯誤或已過期"
-user.email_already_taken: "信箱位址已被占用"
-user.password_unset: "目前帳號未設定密碼，請使用密碼重置或聯繫管理員重置密碼"
-user.password_reset_link_invalid: "重置連結非法或已過期"
-user.input_invalid: "輸入不合法 {{.Error}}"
-user.no_permission_same_level: "無權獲取同級或更高等級使用者的資訊"
-user.no_permission_higher_level: "無權更新同權限等級或更高權限等級的使用者資訊"
-user.cannot_create_higher_level: "無法建立權限大於等於自己的使用者"
-user.cannot_delete_root_user: "不能刪除超級管理員帳號"
-user.cannot_disable_root_user: "無法禁用超級管理員使用者"
-user.cannot_demote_root_user: "無法降級超級管理員使用者"
-user.already_admin: "該使用者已經是管理員"
-user.already_common: "該使用者已經是普通使用者"
-user.admin_cannot_promote: "普通管理員使用者無法提升其他使用者為管理員"
-user.original_password_error: "原密碼錯誤"
-user.invite_quota_insufficient: "邀請額度不足！"
-user.transfer_quota_minimum: "轉移額度最小為{{.Min}}！"
-user.transfer_success: "劃轉成功"
-user.transfer_failed: "劃轉失敗 {{.Error}}"
-user.topup_processing: "充值處理中，請稍後重試"
-user.register_failed: "使用者註冊失敗或使用者ID獲取失敗"
-user.default_token_failed: "生成預設令牌失敗"
-user.aff_code_empty: "affCode 為空！"
-user.email_empty: "email 為空！"
-user.github_id_empty: "GitHub id 為空！"
-user.discord_id_empty: "discord id 為空！"
-user.oidc_id_empty: "oidc id 為空！"
-user.wechat_id_empty: "WeChat id 為空！"
-user.telegram_id_empty: "Telegram id 為空！"
-user.telegram_not_bound: "該 Telegram 帳號未綁定"
-user.linux_do_id_empty: "Linux DO id 為空！"
-user.quota_change_zero: "額度變更量不能為0"
-
-# Quota messages
-quota.negative: "額度不能為負數！"
-quota.exceed_max: "額度值超出有效範圍"
-quota.insufficient: "額度不足"
-quota.warning_invalid: "無效的預警類型"
-quota.threshold_gt_zero: "預警閾值必須大於0"
-
-# Subscription messages
-subscription.not_enabled: "訂閱方案未啟用"
-subscription.title_empty: "訂閱方案標題不能為空"
-subscription.price_negative: "價格不能為負數"
-subscription.price_max: "價格不能超過9999"
-subscription.purchase_limit_negative: "購買上限不能為負數"
-subscription.quota_negative: "總額度不能為負數"
-subscription.group_not_exists: "升級分組不存在"
-subscription.reset_cycle_gt_zero: "自訂重置週期需大於0秒"
-subscription.purchase_max: "已達到該訂閱方案購買上限"
-subscription.invalid_id: "無效的訂閱ID"
-subscription.invalid_user_id: "無效的使用者ID"
-
-# Payment messages
-payment.not_configured: "當前管理員未設定支付資訊"
-payment.method_not_exists: "不存在此支付方式"
-payment.callback_error: "回調位址設定錯誤"
-payment.create_failed: "建立訂單失敗"
-payment.start_failed: "啟用支付失敗"
-payment.amount_too_low: "訂閱方案金額過低"
-payment.stripe_not_configured: "Stripe 未設定或密鑰無效"
-payment.webhook_not_configured: "Webhook 未設定"
-payment.price_id_not_configured: "該訂閱方案未設定 StripePriceId"
-payment.creem_not_configured: "該訂閱方案未設定 CreemProductId"
-payment.compliance_required: "支付、兌換碼、訂閱方案和邀請返利功能已停用。管理員需先確認合規聲明後方可啟用。"
-
-# Topup messages
-topup.not_provided: "未提供支付單號"
-topup.order_not_exists: "充值訂單不存在"
-topup.order_status: "充值訂單狀態錯誤"
-topup.failed: "充值失敗，請稍後重試"
-topup.invalid_quota: "無效的充值額度"
-
-# Channel messages
-channel.not_exists: "管道不存在"
-channel.id_format_error: "管道ID格式錯誤"
-channel.no_available_key: "沒有可用的管道密鑰"
-channel.get_list_failed: "獲取管道列表失敗，請稍後重試"
-channel.get_tags_failed: "獲取標籤失敗，請稍後重試"
-channel.get_key_failed: "獲取管道密鑰失敗"
-channel.get_ollama_failed: "獲取Ollama模型失敗"
-channel.query_failed: "查詢管道失敗"
-channel.no_valid_upstream: "無有效上游管道"
-channel.upstream_saturated: "當前分組上游負載已飽和，請稍後再試"
-channel.get_available_failed: "獲取分組 {{.Group}} 下模型 {{.Model}} 的可用管道失敗"
-
-# Model messages
-model.name_empty: "模型名稱不能為空"
-model.name_exists: "模型名稱已存在"
-model.id_missing: "缺少模型 ID"
-model.get_list_failed: "獲取模型列表失敗，請稍後重試"
-model.get_failed: "獲取上游模型失敗"
-model.reset_success: "重置模型倍率成功"
-
-# Vendor messages
-vendor.name_empty: "供應商名稱不能為空"
-vendor.name_exists: "供應商名稱已存在"
-vendor.id_missing: "缺少供應商 ID"
-
-# Group messages
-group.name_type_empty: "組名稱和類型不能為空"
-group.name_exists: "組名稱已存在"
-group.id_missing: "缺少組 ID"
-
-# Checkin messages
-checkin.disabled: "簽到功能未啟用"
-checkin.already_today: "今日已簽到"
-checkin.failed: "簽到失敗，請稍後重試"
-checkin.quota_failed: "簽到失敗：更新額度出錯"
-
-# Passkey messages
-passkey.create_failed: "無法建立 Passkey 憑證"
-passkey.login_abnormal: "Passkey 登錄狀態異常"
-passkey.update_failed: "Passkey 憑證更新失敗"
-passkey.invalid_user_id: "無效的使用者 ID"
-passkey.verify_failed: "Passkey 驗證失敗，請重試或聯繫管理員"
-passkey.rp_id_invalid: "通行金鑰網域無效。請填寫網域，不包含通訊協定、連接埠、路徑或萬用字元。"
-passkey.rp_id_unavailable: "此通行金鑰網域無法在目前網站使用。請前往原網站或選擇其他驗證方式。"
-passkey.rp_id_removal_confirmation: "請核對受影響的通行金鑰並確認刪除網域。設定或影響範圍變更後，需要重新確認。"
-
-# 2FA messages
-twofa.not_enabled: "使用者未啟用2FA"
-twofa.user_id_empty: "使用者ID不能為空"
-twofa.already_exists: "使用者已存在2FA設定"
-twofa.record_id_empty: "2FA記錄ID不能為空"
-twofa.code_invalid: "驗證碼或備用碼不正確"
-
-# Rate limit messages
+auth.client_ip_unresolved: "無法解析用戶端 IP 位址"
+auth.token_ip_not_allowed: "您的 IP 不在令牌允許存取的清單中"
+auth.token_group_forbidden: "無權存取 {{.Group}} 分組"
+auth.token_group_deprecated: "分組 {{.Group}} 已被棄用"
+auth.channel_select_forbidden: "一般使用者不支援指定管道"
 rate_limit.reached: "您已達到請求數限制：{{.Minutes}}分鐘內最多請求{{.Max}}次"
-rate_limit.total_reached: "您已達到總請求數限制：{{.Minutes}}分鐘內最多請求{{.Max}}次，包括失敗次數"
-
-# Setting messages
-setting.invalid_type: "無效的預警類型"
-setting.webhook_empty: "Webhook位址不能為空"
-setting.webhook_invalid: "無效的Webhook位址"
-setting.email_invalid: "無效的信箱位址"
-setting.bark_url_empty: "Bark推送URL不能為空"
-setting.bark_url_invalid: "無效的Bark推送URL"
-setting.gotify_url_empty: "Gotify伺服器位址不能為空"
-setting.gotify_token_empty: "Gotify令牌不能為空"
-setting.gotify_url_invalid: "無效的Gotify伺服器位址"
-setting.url_must_http: "URL必須以http://或https://開頭"
-setting.saved: "設定已更新"
-
-# Deployment messages (io.net)
-deployment.not_enabled: "io.net 模型部署功能未啟用或 API 密鑰缺失"
-deployment.id_required: "deployment ID 為必填項"
-deployment.container_id_required: "container ID 為必填項"
-deployment.name_empty: "deployment 名稱不能為空"
-deployment.name_taken: "deployment 名稱已被使用，請選擇其他名稱"
-deployment.hardware_id_required: "hardware_id 參數為必填項"
-deployment.hardware_invalid_id: "無效的 hardware_id 參數"
-deployment.api_key_required: "api_key 為必填項"
-deployment.invalid_payload: "無效的請求內容"
-deployment.not_found: "未找到容器詳情"
-
-# Performance messages
-performance.disk_cache_cleared: "不活躍的磁碟快取已清理"
-performance.stats_reset: "統計資訊已重置"
-performance.gc_executed: "GC 已執行"
-
-# Ability messages
-ability.db_corrupted: "資料庫一致性被破壞"
-ability.repair_running: "已經有一個修復任務在運行中，請稍後再試"
-
-# OAuth messages
-oauth.invalid_code: "無效的授權碼"
-oauth.get_user_error: "獲取使用者資訊失敗"
-oauth.account_used: "該帳號已被其他使用者綁定"
-oauth.unknown_provider: "未知的 OAuth 供應者"
-oauth.state_invalid: "state 參數為空或不匹配"
-oauth.not_enabled: "管理員未開啟通過 {{.Provider}} 登錄以及註冊"
-oauth.user_deleted: "使用者已註銷"
-oauth.user_banned: "使用者已被封禁"
-oauth.bind_success: "綁定成功"
-oauth.already_bound: "該 {{.Provider}} 帳號已被綁定"
-oauth.not_auto_linked: "無法自動將該 {{.Provider}} 帳號關聯到現有帳號，請使用其他方式登入或註冊後，在帳號設定中綁定 {{.Provider}}"
-oauth.connect_failed: "無法連接至 {{.Provider}} 伺服器，請稍後重試"
-oauth.token_failed: "{{.Provider}} 獲取 Token 失敗，請檢查設定"
-oauth.user_info_empty: "{{.Provider}} 獲取使用者資訊為空，請檢查設定"
-oauth.trust_level_low: "Linux DO 信任等級未達到管理員設定的最低信任等級"
-
-# Model layer error messages
-redeem.failed: "兌換失敗，請稍後重試"
-user.create_default_token_error: "建立預設令牌失敗"
-common.uuid_duplicate: "請重試，系統生成的 UUID 竟然重複了！"
-common.invalid_input: "輸入不合法"
-
-# Distributor messages
+rate_limit.total_reached: "您已達到總請求數限制：{{.Minutes}}分鐘內最多請求{{.Max}}次，包括失敗次數，請檢查您的請求是否正確"
 distributor.invalid_request: "無效的請求，{{.Error}}"
 distributor.invalid_channel_id: "無效的管道 Id"
 distributor.channel_disabled: "該管道已被禁用"
-distributor.affinity_channel_disabled: "管道親和性命中的管道已被禁用，已按規則停止重試，請聯絡管理員處理"
 distributor.token_no_model_access: "該令牌無權存取任何模型"
 distributor.token_model_forbidden: "該令牌無權存取模型 {{.Model}}"
 distributor.model_name_required: "未指定模型名稱，模型名稱不能為空"
@@ -281,14 +26,67 @@ distributor.group_access_denied: "無權存取該分組"
 distributor.get_channel_failed: "獲取分組 {{.Group}} 下模型 {{.Model}} 的可用管道失敗（distributor）：{{.Error}}"
 distributor.no_available_channel: "分組 {{.Group}} 下模型 {{.Model}} 無可用管道（distributor）"
 distributor.no_available_channel_task_plugin: "分組 {{.Group}} 下模型 {{.Model}} 無可用管道：該模型由任務插件認領，但目前沒有啟用的管道可服務此模型（distributor）"
-distributor.invalid_midjourney_request: "無效的midjourney請求，{{.Error}}"
-distributor.invalid_request_parse_model: "無效的請求，無法解析模型"
+distributor.invalid_request_parse_model: "無法解析模型"
+quota.user_insufficient: "使用者額度不足，剩餘額度：{{.Remaining}}"
+quota.pre_consume_insufficient: "預扣費額度失敗，使用者剩餘額度：{{.Remaining}}，需要預扣費額度：{{.Required}}"
+quota.subscription_insufficient: "訂閱額度不足或未設定訂閱：{{.Error}}"
+relay.model_price_not_configured: "模型 {{.Model}} 的價格尚未由管理員設定，暫時無法使用，請聯絡站點管理員開啟該模型"
+relay.model_price_not_configured_admin: "模型 {{.Model}} 的價格未設定。請前往「系統設定 → 營運設定」開啟自用模式，或在「系統設定 → 分組與模型定價設定」中為該模型設定價格"
+relay.task_channel_disabled: "該任務所屬管道已被停用"
+relay.group_saturated: "目前分組負載已飽和，請稍後再試，或升級帳戶以提升服務品質。"
+relay.group_upstream_saturated: "目前分組上游負載已飽和，請稍後再試"
+relay.retry_get_channel_failed: "獲取分組 {{.Group}} 下模型 {{.Model}} 的可用管道失敗（retry）：{{.Error}}"
+relay.retry_no_available_channel: "分組 {{.Group}} 下模型 {{.Model}} 的可用管道不存在（retry）"
+relay.access_token_unsupported: "暫不支援使用 access token"
 
-# Custom OAuth provider messages
-custom_oauth.not_found: "自訂 OAuth 供應者不存在"
-custom_oauth.slug_empty: "標識符不能為空"
-custom_oauth.slug_exists: "標識符已存在"
-custom_oauth.name_empty: "供應者名稱不能為空"
-custom_oauth.has_bindings: "無法刪除已有使用者綁定的供應者"
-custom_oauth.binding_not_found: "OAuth 綁定不存在"
-custom_oauth.provider_id_field_invalid: "無法從供應者響應中提取使用者 ID"
+# Emails and the name of the token created at registration
+user.default_token_name: "{{.Username}}的初始令牌"
+email.verification.subject: "{{.SystemName}}電子郵件驗證"
+email.verification.greeting: "您好，您正在進行{{.SystemName}}電子郵件驗證。"
+email.verification.code: "您的驗證碼為: <strong>{{.Code}}</strong>"
+email.verification.validity: "驗證碼 {{.Minutes}} 分鐘內有效，如果不是本人操作，請忽略。"
+email.password_reset.subject: "{{.SystemName}}密碼重設"
+email.password_reset.greeting: "您好，您正在進行{{.SystemName}}密碼重設。"
+email.password_reset.link: "點擊 <a href='{{.Link}}'>此處</a> 進行密碼重設。"
+email.password_reset.link_fallback: "如果連結無法點擊，請嘗試點擊下面的連結或將其複製到瀏覽器中開啟：<br> {{.Link}}"
+email.password_reset.validity: "重設連結 {{.Minutes}} 分鐘內有效，如果不是本人操作，請忽略。"
+email.binding.subject: "{{.SystemName}}電子郵件綁定確認"
+email.binding.new_intro: "請確認將此電子郵件地址綁定到您的帳戶。"
+email.binding.old_intro: "您的帳戶正在申請更換電子郵件地址，請確認替換目前的電子郵件。"
+email.binding.code: "驗證碼：<strong>{{.Code}}</strong>"
+email.binding.new_validity: "驗證碼 {{.Minutes}} 分鐘內有效。如果不是您本人操作，請勿將驗證碼告訴任何人。"
+email.binding.old_validity: "驗證碼 {{.Minutes}} 分鐘內有效。如果不是您本人操作，請勿將驗證碼告訴任何人，並聯絡管理員。"
+email.security_notice.subject: "{{.SystemName}}帳戶安全提醒"
+email.security_notice.changed: "您的帳戶安全設定有變動：{{.Event}}。"
+email.security_notice.advice: "如果不是您本人操作，請開啟帳戶安全設定，登出其他工作階段，並聯絡管理員。"
+email.security_event.password_updated: "密碼已修改"
+email.security_event.email_change_requested: "已申請更換電子郵件地址"
+email.security_event.email_changed: "電子郵件地址已更換"
+email.security_event.email_confirmed: "電子郵件地址已確認"
+email.security_event.login_linked: "已綁定登入帳號 {{.Provider}}"
+email.security_event.login_unlinked: "已解綁登入帳號"
+email.security_event.wechat_linked: "已綁定微信帳號"
+
+# Low-quota notices
+notify.quota_low_title: "您的額度即將用盡"
+notify.subscription_quota_low_title: "您的訂閱額度即將用盡"
+notify.quota_low_bark: "{{.Prompt}}，剩餘額度：{{.Quota}}，請及時儲值"
+notify.quota_low_gotify: "{{.Prompt}}，目前剩餘額度為 {{.Quota}}，請及時儲值。"
+notify.quota_low_email: "{{.Prompt}}，目前剩餘額度為 {{.Quota}}，為了不影響您的使用，請及時儲值。<br/>儲值連結：<a href='{{.Link}}'>{{.Link}}</a>"
+
+# Channel notices sent to administrators who receive them and to model update watchers
+channel.notify_disabled_subject: "管道「{{.Name}}」（#{{.Id}}）已被停用"
+channel.notify_disabled_content: "管道「{{.Name}}」（#{{.Id}}）已被停用，原因：{{.Reason}}"
+channel.notify_enabled_subject: "管道「{{.Name}}」（#{{.Id}}）已被啟用"
+channel.notify_enabled_content: "管道「{{.Name}}」（#{{.Id}}）已被啟用"
+channel.test_completed_subject: "管道測試完成"
+channel.test_completed_content: "所有管道測試已完成"
+channel.response_time_exceeded: "回應時間 {{.Seconds}}s 超過閾值 {{.Threshold}}s"
+channel.upstream_update_notify_subject: "上游模型巡檢通知"
+channel.upstream_update_summary: "上游模型巡檢摘要：檢測管道 {{.Checked}} 個，發現變更 {{.Changed}} 個，新增 {{.Added}} 個，刪除 {{.Removed}} 個，自動同步新增 {{.AutoAdded}} 個，失敗 {{.Failed}} 個。"
+channel.upstream_update_changed_channels: "變更管道明細（顯示 {{.Shown}}/{{.Total}}）："
+channel.upstream_update_more_channels: "其餘 {{.Count}} 個管道已省略"
+channel.upstream_update_added_models: "新增模型範例（顯示 {{.Shown}}/{{.Total}}）：{{.Models}}"
+channel.upstream_update_removed_models: "刪除模型範例（顯示 {{.Shown}}/{{.Total}}）：{{.Models}}"
+channel.upstream_update_failed_channels: "失敗管道 ID（顯示 {{.Shown}}/{{.Total}}）：{{.Ids}}"
+channel.upstream_update_more_omitted: "（其餘 {{.Count}} 個已省略）"
diff --git a/logger/logger.go b/logger/logger.go
index 8e8a2ef..2a81f43 100644
--- a/logger/logger.go
+++ b/logger/logger.go
@@ -46,7 +46,7 @@ func SetupLogger() {
 	if *common.LogDir != "" {
 		ok := setupLogLock.TryLock()
 		if !ok {
-			log.Println("setup log is already working")
+			log.Println(common.LogText("setup log is already working"))
 			return
 		}
 		defer func() {
@@ -55,7 +55,7 @@ func SetupLogger() {
 		logPath := filepath.Join(*common.LogDir, fmt.Sprintf("oneapi-%s.log", time.Now().Format("20060102150405")))
 		fd, err := os.OpenFile(logPath, os.O_APPEND|os.O_CREATE|os.O_WRONLY, 0644)
 		if err != nil {
-			log.Fatal("failed to open log file")
+			log.Fatal(common.LogText("failed to open log file"))
 		}
 		currentLogPathMu.Lock()
 		oldFile := currentLogFile
@@ -88,12 +88,11 @@ func LogError(ctx context.Context, msg string) {
 	logHelper(ctx, loggerError, msg)
 }
 
+// LogDebug formats msg with common.LogText only when debug logging is on, so
+// callers pass the format and its arguments instead of a formatted string.
 func LogDebug(ctx context.Context, msg string, args ...any) {
 	if common.DebugEnabled {
-		if len(args) > 0 {
-			msg = fmt.Sprintf(msg, args...)
-		}
-		logHelper(ctx, loggerDebug, msg)
+		logHelper(ctx, loggerDebug, common.LogText(msg, args...))
 	}
 }
 
@@ -122,6 +121,7 @@ func logHelper(ctx context.Context, level string, msg string) {
 	}
 }
 
+// LogQuota formats a quota for a server log line.
 func LogQuota(quota int) string {
 	// 新逻辑：根据额度展示类型输出
 	q := float64(quota)
@@ -129,7 +129,7 @@ func LogQuota(quota int) string {
 	case operation_setting.QuotaDisplayTypeCNY:
 		usd := q / common.QuotaPerUnit
 		cny := usd * operation_setting.USDExchangeRate
-		return fmt.Sprintf("¥%.6f 额度", cny)
+		return common.LogText("¥%.6f quota", cny)
 	case operation_setting.QuotaDisplayTypeCustom:
 		usd := q / common.QuotaPerUnit
 		rate := operation_setting.GetGeneralSetting().CustomCurrencyExchangeRate
@@ -141,11 +141,11 @@ func LogQuota(quota int) string {
 			rate = 1
 		}
 		v := usd * rate
-		return fmt.Sprintf("%s%.6f 额度", symbol, v)
+		return common.LogText("%s%.6f quota", symbol, v)
 	case operation_setting.QuotaDisplayTypeTokens:
-		return fmt.Sprintf("%d 点额度", quota)
+		return common.LogText("%d quota points", quota)
 	default: // USD
-		return fmt.Sprintf("＄%.6f 额度", q/common.QuotaPerUnit)
+		return common.LogText("＄%.6f quota", q/common.QuotaPerUnit)
 	}
 }
 
@@ -182,7 +182,7 @@ func LogJson(ctx context.Context, msg string, obj any) {
 	}
 	jsonStr, err := common.Marshal(obj)
 	if err != nil {
-		LogError(ctx, fmt.Sprintf("json marshal failed: %s", err.Error()))
+		LogError(ctx, common.LogText("json marshal failed: %s", err.Error()))
 		return
 	}
 	LogDebug(ctx, "%s | %s", msg, jsonStr)
diff --git a/main.go b/main.go
index b2894c4..52320e8 100644
--- a/main.go
+++ b/main.go
@@ -59,16 +59,16 @@ func main() {
 
 	err := InitResources()
 	if err != nil {
-		common.FatalLog("failed to initialize resources: " + err.Error())
+		common.FatalLog(common.LogText("failed to initialize resources: %s", err.Error()))
 		return
 	}
 
-	common.SysLog("New API " + common.Version + " started")
+	common.SysLog(common.LogText("New API %s started", common.Version))
 	if os.Getenv("GIN_MODE") != "debug" {
 		gin.SetMode(gin.ReleaseMode)
 	}
 	if common.DebugEnabled {
-		common.SysLog("running in debug mode")
+		common.SysLog(common.LogText("running in debug mode"))
 	}
 
 	kitutil.Debug.Store(common.DebugEnabled)
@@ -76,7 +76,7 @@ func main() {
 	defer func() {
 		err := model.CloseDB()
 		if err != nil {
-			common.FatalLog("failed to close database: " + err.Error())
+			common.FatalLog(common.LogText("failed to close database: %s", err.Error()))
 		}
 	}()
 
@@ -85,18 +85,18 @@ func main() {
 		common.MemoryCacheEnabled = true
 	}
 	if common.MemoryCacheEnabled {
-		common.SysLog("memory cache enabled")
-		common.SysLog(fmt.Sprintf("sync frequency: %d seconds", common.SyncFrequency))
+		common.SysLog(common.LogText("memory cache enabled"))
+		common.SysLog(common.LogText("sync frequency: %d seconds", common.SyncFrequency))
 
 		// Add panic recovery and retry for InitChannelCache
 		func() {
 			defer func() {
 				if r := recover(); r != nil {
-					common.SysLog(fmt.Sprintf("InitChannelCache panic: %v, retrying once", r))
+					common.SysLog(common.LogText("InitChannelCache panic: %v, retrying once", r))
 					// Retry once
 					_, _, fixErr := model.FixAbility()
 					if fixErr != nil {
-						common.FatalLog(fmt.Sprintf("InitChannelCache failed: %s", fixErr.Error()))
+						common.FatalLog(common.LogText("InitChannelCache failed: %s", fixErr.Error()))
 					}
 				}
 			}()
@@ -124,7 +124,7 @@ func main() {
 	if os.Getenv("CHANNEL_UPDATE_FREQUENCY") != "" {
 		frequency, err := strconv.Atoi(os.Getenv("CHANNEL_UPDATE_FREQUENCY"))
 		if err != nil {
-			common.FatalLog("failed to parse CHANNEL_UPDATE_FREQUENCY: " + err.Error())
+			common.FatalLog(common.LogText("failed to parse CHANNEL_UPDATE_FREQUENCY: %s", err.Error()))
 		}
 		go controller.AutomaticallyUpdateChannels(frequency)
 	}
@@ -161,7 +161,7 @@ func main() {
 
 	if os.Getenv("BATCH_UPDATE_ENABLED") == "true" {
 		common.BatchUpdateEnabled = true
-		common.SysLog("batch update enabled with interval " + strconv.Itoa(common.BatchUpdateInterval) + "s")
+		common.SysLog(common.LogText("batch update enabled with interval %ss", strconv.Itoa(common.BatchUpdateInterval)))
 		model.InitBatchUpdater()
 	}
 
@@ -170,22 +170,22 @@ func main() {
 			log.Println(http.ListenAndServe("0.0.0.0:8005", nil))
 		})
 		go common.Monitor()
-		common.SysLog("pprof enabled")
+		common.SysLog(common.LogText("pprof enabled"))
 	}
 
 	err = common.StartPyroScope()
 	if err != nil {
-		common.SysError(fmt.Sprintf("start pyroscope error : %v", err))
+		common.SysError(common.LogText("start pyroscope error : %v", err))
 	}
 
 	// Initialize HTTP server
 	server := gin.New()
 	if err := middleware.ConfigureTrustedProxies(server); err != nil {
-		common.FatalLog("failed to configure trusted proxies: " + err.Error())
+		common.FatalLog(common.LogText("failed to configure trusted proxies: %s", err.Error()))
 		return
 	}
 	server.Use(gin.CustomRecovery(func(c *gin.Context, err any) {
-		common.SysLog(fmt.Sprintf("panic detected: %v", err))
+		common.SysLog(common.LogText("panic detected: %v", err))
 		c.JSON(http.StatusInternalServerError, gin.H{
 			"error": gin.H{
 				"message": fmt.Sprintf("Panic detected, error: %v. Please submit a issue here: https://github.com/Calcium-Ion/new-api", err),
@@ -219,7 +219,7 @@ func main() {
 
 	go func() {
 		if err := srv.ListenAndServe(); err != nil && !errors.Is(err, http.ErrServerClosed) {
-			common.FatalLog("failed to start HTTP server: " + err.Error())
+			common.FatalLog(common.LogText("failed to start HTTP server: %s", err.Error()))
 		}
 	}()
 
@@ -230,20 +230,20 @@ func main() {
 	quit := make(chan os.Signal, 1)
 	signal.Notify(quit, syscall.SIGINT, syscall.SIGTERM)
 	sig := <-quit
-	common.SysLog(fmt.Sprintf("received signal: %v, shutting down...", sig))
+	common.SysLog(common.LogText("received signal: %v, shutting down...", sig))
 
 	// SSE streams may run for minutes; give them time to finish before forced exit
 	shutdownTimeout := time.Duration(common.GetEnvOrDefault("SHUTDOWN_TIMEOUT_SECONDS", 120)) * time.Second
 	ctx, cancel := context.WithTimeout(context.Background(), shutdownTimeout)
 	defer cancel()
 	if err := srv.Shutdown(ctx); err != nil {
-		common.SysError(fmt.Sprintf("server forced to shutdown: %v", err))
+		common.SysError(common.LogText("server forced to shutdown: %v", err))
 	}
 	// 内存中的看板数据保存入库，避免重启丢失未落库数据 (issue #5679)
 	if common.DataExportEnabled {
 		model.SaveQuotaDataCache()
 	}
-	common.SysLog("server exited")
+	common.SysLog(common.LogText("server exited"))
 }
 
 func InjectUmamiAnalytics() {
@@ -295,7 +295,7 @@ func InitResources() error {
 	err := godotenv.Load(".env")
 	if err != nil {
 		if common.DebugEnabled {
-			common.SysLog("No .env file found, using default environment variables. If needed, please create a .env file and set the relevant variables.")
+			common.SysLog(common.LogText("No .env file found, using default environment variables. If needed, please create a .env file and set the relevant variables."))
 		}
 	}
 
@@ -309,21 +309,19 @@ func InitResources() error {
 
 	service.InitHttpClient()
 
-	service.InitTokenEncoders()
-
 	// Initialize SQL Database
 	err = model.InitDB()
 	if err != nil {
-		common.FatalLog("failed to initialize database: " + err.Error())
+		common.FatalLog(common.LogText("failed to initialize database: %s", err.Error()))
 		return err
 	}
 	if err = authz.Init(model.DB); err != nil {
-		common.FatalLog("failed to initialize authorization: " + err.Error())
+		common.FatalLog(common.LogText("failed to initialize authorization: %s", err.Error()))
 		return err
 	}
 	if common.PasswordLoginEncryptionEnabled {
 		if err = model.InitPasswordEncryption(); err != nil {
-			common.FatalLog("failed to initialize password encryption: " + err.Error())
+			common.FatalLog(common.LogText("failed to initialize password encryption: %s", err.Error()))
 			return err
 		}
 	}
@@ -333,7 +331,7 @@ func InitResources() error {
 	// Initialize options, should after model.InitDB()
 	if common.IsMasterNode {
 		if err := model.MigrateRetiredFrontendOptions(); err != nil {
-			common.SysError("failed to migrate retired frontend options: " + err.Error())
+			common.SysError(common.LogText("failed to migrate retired frontend options: %s", err.Error()))
 		}
 	}
 	model.InitOptionMap()
@@ -361,10 +359,10 @@ func InitResources() error {
 	// Initialize i18n
 	err = i18n.Init()
 	if err != nil {
-		common.SysError("failed to initialize i18n: " + err.Error())
+		common.SysError(common.LogText("failed to initialize i18n: %s", err.Error()))
 		// Don't return error, i18n is not critical
 	} else {
-		common.SysLog("i18n initialized with languages: " + strings.Join(i18n.SupportedLanguages(), ", "))
+		common.SysLog(common.LogText("i18n initialized with languages: %s", strings.Join(i18n.SupportedLanguages(), ", ")))
 	}
 	// Register user language loader for lazy loading
 	i18n.SetUserLangLoader(model.GetUserLanguage)
@@ -372,7 +370,7 @@ func InitResources() error {
 	// Load custom OAuth providers from database
 	err = oauth.LoadCustomProviders()
 	if err != nil {
-		common.SysError("failed to load custom OAuth providers: " + err.Error())
+		common.SysError(common.LogText("failed to load custom OAuth providers: %s", err.Error()))
 		// Don't return error, custom OAuth is not critical
 	}
 
diff --git a/makefile b/makefile
index 24048b9..73c4845 100644
--- a/makefile
+++ b/makefile
@@ -47,6 +47,8 @@ test:
 		GOWORK=off go test $$root_packages
 	@echo "Testing relaykit Go module..."
 	@cd relaykit && GOWORK=off go test ./...
+	@echo "Testing tokenkit Go module..."
+	@cd tokenkit && GOWORK=off go test ./...
 
 reset-setup:
 	@echo "Resetting local setup wizard state..."
diff --git a/middleware/access_token_routes.go b/middleware/access_token_routes.go
new file mode 100644
index 0000000..c23a2bf
--- /dev/null
+++ b/middleware/access_token_routes.go
@@ -0,0 +1,370 @@
+package middleware
+
+import (
+	"fmt"
+	"maps"
+	"slices"
+	"sync"
+
+	"github.com/QuantumNous/new-api/service"
+	"github.com/QuantumNous/new-api/service/authz"
+)
+
+type accessTokenRuleKind int
+
+const (
+	// accessTokenRuleScope requires the token to carry scope.
+	accessTokenRuleScope accessTokenRuleKind = iota + 1
+	// accessTokenRuleAny accepts every valid scoped token; the handler applies
+	// its own checks.
+	accessTokenRuleAny
+	// accessTokenRuleSession rejects every access token, legacy ones included.
+	accessTokenRuleSession
+)
+
+type accessTokenRouteRule struct {
+	kind  accessTokenRuleKind
+	scope string
+}
+
+var (
+	accessTokenAnyRule     = accessTokenRouteRule{kind: accessTokenRuleAny}
+	accessTokenSessionRule = accessTokenRouteRule{kind: accessTokenRuleSession}
+)
+
+func accessTokenScopeRule(scope string) accessTokenRouteRule {
+	return accessTokenRouteRule{kind: accessTokenRuleScope, scope: scope}
+}
+
+// accessTokenRouteRules declares the token rule of every dashboard route that
+// is not guarded by RequirePermission, keyed by method and gin full path.
+// Casbin-guarded routes declare themselves through
+// DeclareAccessTokenPermissionRoute when they are registered.
+var accessTokenRouteRules = map[string]accessTokenRouteRule{
+	// router/api-router.go: top level
+	"GET /api/models":                     accessTokenScopeRule("profile:read"),
+	"GET /api/status/test":                accessTokenScopeRule("log:read"),
+	"GET /api/pricing":                    accessTokenAnyRule,
+	"GET /api/perf-metrics/summary":       accessTokenAnyRule,
+	"GET /api/perf-metrics":               accessTokenAnyRule,
+	"GET /api/rankings":                   accessTokenAnyRule,
+	"POST /api/oauth/state":               accessTokenSessionRule,
+	"POST /api/oauth/email/bind/start":    accessTokenScopeRule("account_security:write"),
+	"POST /api/oauth/email/bind/resend":   accessTokenScopeRule("account_security:write"),
+	"POST /api/oauth/email/bind":          accessTokenScopeRule("account_security:write"),
+	"POST /api/oauth/wechat/bind":         accessTokenScopeRule("account_security:write"),
+	"POST /api/oauth/telegram/bind/start": accessTokenSessionRule,
+	"GET /api/oauth/:provider":            accessTokenSessionRule,
+	"GET /api/verify/methods":             accessTokenAnyRule,
+	"POST /api/verify":                    accessTokenAnyRule,
+
+	// router/api-router.go: /api/user (self)
+	"GET /api/user/sessions":                       accessTokenSessionRule,
+	"DELETE /api/user/sessions/:sid":               accessTokenSessionRule,
+	"POST /api/user/sessions/revoke-others":        accessTokenSessionRule,
+	"GET /api/user/self/groups":                    accessTokenScopeRule("profile:read"),
+	"GET /api/user/self":                           accessTokenScopeRule("profile:read"),
+	"GET /api/user/models":                         accessTokenScopeRule("profile:read"),
+	"PUT /api/user/self":                           accessTokenScopeRule("profile:write"),
+	"DELETE /api/user/self":                        accessTokenScopeRule("account_security:write"),
+	"GET /api/user/access_tokens":                  accessTokenSessionRule,
+	"GET /api/user/access_tokens/catalog":          accessTokenSessionRule,
+	"GET /api/user/access_tokens/scopes":           accessTokenSessionRule,
+	"POST /api/user/access_tokens":                 accessTokenSessionRule,
+	"PATCH /api/user/access_tokens/:id":            accessTokenSessionRule,
+	"DELETE /api/user/access_tokens/:id":           accessTokenSessionRule,
+	"DELETE /api/user/access_tokens/legacy":        accessTokenSessionRule,
+	"GET /api/user/passkey":                        accessTokenScopeRule("account_security:read"),
+	"POST /api/user/passkey/register/begin":        accessTokenScopeRule("account_security:write"),
+	"POST /api/user/passkey/register/finish":       accessTokenScopeRule("account_security:write"),
+	"POST /api/user/passkey/verify/begin":          accessTokenAnyRule,
+	"POST /api/user/passkey/verify/finish":         accessTokenAnyRule,
+	"DELETE /api/user/passkey":                     accessTokenScopeRule("account_security:write"),
+	"GET /api/user/aff":                            accessTokenScopeRule("wallet:read"),
+	"GET /api/user/topup/info":                     accessTokenScopeRule("wallet:read"),
+	"GET /api/user/topup/self":                     accessTokenScopeRule("wallet:read"),
+	"POST /api/user/topup":                         accessTokenScopeRule("wallet:write"),
+	"POST /api/user/pay":                           accessTokenScopeRule("wallet:write"),
+	"POST /api/user/amount":                        accessTokenScopeRule("wallet:read"),
+	"POST /api/user/stripe/pay":                    accessTokenScopeRule("wallet:write"),
+	"POST /api/user/stripe/amount":                 accessTokenScopeRule("wallet:read"),
+	"POST /api/user/creem/pay":                     accessTokenScopeRule("wallet:write"),
+	"POST /api/user/waffo/amount":                  accessTokenScopeRule("wallet:read"),
+	"POST /api/user/waffo/pay":                     accessTokenScopeRule("wallet:write"),
+	"POST /api/user/waffo-pancake/amount":          accessTokenScopeRule("wallet:read"),
+	"POST /api/user/waffo-pancake/pay":             accessTokenScopeRule("wallet:write"),
+	"POST /api/user/aff_transfer":                  accessTokenScopeRule("wallet:write"),
+	"PUT /api/user/setting":                        accessTokenScopeRule("profile:write"),
+	"GET /api/user/2fa/status":                     accessTokenScopeRule("account_security:read"),
+	"POST /api/user/2fa/setup":                     accessTokenScopeRule("account_security:write"),
+	"POST /api/user/2fa/enable":                    accessTokenScopeRule("account_security:write"),
+	"POST /api/user/2fa/disable":                   accessTokenScopeRule("account_security:write"),
+	"POST /api/user/2fa/backup_codes":              accessTokenScopeRule("account_security:write"),
+	"GET /api/user/checkin":                        accessTokenScopeRule("wallet:read"),
+	"POST /api/user/checkin":                       accessTokenScopeRule("wallet:write"),
+	"GET /api/user/oauth/bindings":                 accessTokenScopeRule("account_security:read"),
+	"DELETE /api/user/oauth/bindings/:provider_id": accessTokenScopeRule("account_security:write"),
+
+	// router/api-router.go: /api/user (admin)
+	"GET /api/user/":                                   accessTokenScopeRule("user:read"),
+	"GET /api/user/topup":                              accessTokenScopeRule("billing:read"),
+	"POST /api/user/topup/complete":                    accessTokenScopeRule("billing:write"),
+	"GET /api/user/search":                             accessTokenScopeRule("user:read"),
+	"GET /api/user/:id/oauth/bindings":                 accessTokenScopeRule("user:read"),
+	"DELETE /api/user/:id/oauth/bindings/:provider_id": accessTokenScopeRule("user:write"),
+	"DELETE /api/user/:id/bindings/:binding_type":      accessTokenScopeRule("user:write"),
+	"GET /api/user/:id":                                accessTokenScopeRule("user:read"),
+	"POST /api/user/":                                  accessTokenScopeRule("user:write"),
+	"POST /api/user/manage":                            accessTokenScopeRule("user:write"),
+	"PUT /api/user/":                                   accessTokenScopeRule("user:write"),
+	"DELETE /api/user/:id":                             accessTokenScopeRule("user:write"),
+	"DELETE /api/user/:id/reset_passkey":               accessTokenScopeRule("user:write"),
+	"GET /api/user/2fa/stats":                          accessTokenScopeRule("user:read"),
+	"DELETE /api/user/:id/2fa":                         accessTokenScopeRule("user:write"),
+
+	// router/api-router.go: /api/subscription
+	"GET /api/subscription/plans":                                    accessTokenScopeRule("wallet:read"),
+	"GET /api/subscription/self":                                     accessTokenScopeRule("wallet:read"),
+	"PUT /api/subscription/self/preference":                          accessTokenScopeRule("wallet:write"),
+	"POST /api/subscription/balance/pay":                             accessTokenScopeRule("wallet:write"),
+	"POST /api/subscription/epay/pay":                                accessTokenScopeRule("wallet:write"),
+	"POST /api/subscription/stripe/pay":                              accessTokenScopeRule("wallet:write"),
+	"POST /api/subscription/creem/pay":                               accessTokenScopeRule("wallet:write"),
+	"POST /api/subscription/waffo-pancake/pay":                       accessTokenScopeRule("wallet:write"),
+	"GET /api/subscription/admin/plans":                              accessTokenScopeRule("billing:read"),
+	"POST /api/subscription/admin/plans":                             accessTokenScopeRule("billing:write"),
+	"PUT /api/subscription/admin/plans/:id":                          accessTokenScopeRule("billing:write"),
+	"PATCH /api/subscription/admin/plans/:id":                        accessTokenScopeRule("billing:write"),
+	"POST /api/subscription/admin/bind":                              accessTokenScopeRule("billing:write"),
+	"POST /api/subscription/admin/plans/:id/subscriptions/reset":     accessTokenScopeRule("billing:write"),
+	"GET /api/subscription/admin/users/:id/subscriptions":            accessTokenScopeRule("billing:read"),
+	"POST /api/subscription/admin/users/:id/subscriptions":           accessTokenScopeRule("billing:write"),
+	"POST /api/subscription/admin/users/:id/subscriptions/reset":     accessTokenScopeRule("billing:write"),
+	"POST /api/subscription/admin/user_subscriptions/:id/invalidate": accessTokenScopeRule("billing:write"),
+	"DELETE /api/subscription/admin/user_subscriptions/:id":          accessTokenScopeRule("billing:write"),
+
+	// router/api-router.go: /api/option
+	"GET /api/option/":                                           accessTokenScopeRule("option:read"),
+	"GET /api/option/request_policy":                             accessTokenScopeRule("option:read"),
+	"PATCH /api/option/request_policy":                           accessTokenScopeRule("option:write"),
+	"PUT /api/option/":                                           accessTokenScopeRule("option:write"),
+	"PUT /api/option/passkey/domains":                            accessTokenScopeRule("option:write"),
+	"GET /api/option/model_pricing":                              accessTokenScopeRule("option:read"),
+	"PATCH /api/option/model_pricing":                            accessTokenScopeRule("option:write"),
+	"POST /api/option/model_pricing/convert":                     accessTokenScopeRule("option:read"),
+	"POST /api/option/model_pricing/preview":                     accessTokenScopeRule("option:read"),
+	"POST /api/option/payment_compliance":                        accessTokenSessionRule,
+	"GET /api/option/channel_affinity_cache":                     accessTokenScopeRule("option:read"),
+	"DELETE /api/option/channel_affinity_cache":                  accessTokenScopeRule("option:write"),
+	"POST /api/option/rest_model_ratio":                          accessTokenScopeRule("option:write"),
+	"GET /api/option/waffo-pancake/catalog":                      accessTokenScopeRule("option:read"),
+	"POST /api/option/waffo-pancake/pair":                        accessTokenScopeRule("option:write"),
+	"POST /api/option/waffo-pancake/save":                        accessTokenScopeRule("option:write"),
+	"POST /api/option/waffo-pancake/subscription-product":        accessTokenScopeRule("option:write"),
+	"GET /api/option/waffo-pancake/subscription-product-options": accessTokenScopeRule("option:read"),
+
+	// router/api-router.go: /api/custom-oauth-provider, /api/ratio_sync
+	"POST /api/custom-oauth-provider/discovery": accessTokenScopeRule("option:write"),
+	"GET /api/custom-oauth-provider/":           accessTokenScopeRule("option:read"),
+	"GET /api/custom-oauth-provider/:id":        accessTokenScopeRule("option:read"),
+	"POST /api/custom-oauth-provider/":          accessTokenScopeRule("option:write"),
+	"PUT /api/custom-oauth-provider/:id":        accessTokenScopeRule("option:write"),
+	"DELETE /api/custom-oauth-provider/:id":     accessTokenScopeRule("option:write"),
+	"GET /api/ratio_sync/channels":              accessTokenScopeRule("option:read"),
+	"POST /api/ratio_sync/fetch":                accessTokenScopeRule("option:write"),
+
+	// router/api-router.go: /api/performance, /api/system-task, /api/system-info
+	"GET /api/performance/stats":                   accessTokenScopeRule("ops:read"),
+	"DELETE /api/performance/disk_cache":           accessTokenScopeRule("ops:write"),
+	"POST /api/performance/reset_stats":            accessTokenScopeRule("ops:write"),
+	"POST /api/performance/gc":                     accessTokenScopeRule("ops:write"),
+	"GET /api/performance/logs":                    accessTokenScopeRule("ops:read"),
+	"DELETE /api/performance/logs":                 accessTokenScopeRule("ops:write"),
+	"POST /api/system-task/log-cleanup":            accessTokenScopeRule("ops:write"),
+	"GET /api/system-task/list":                    accessTokenScopeRule("ops:read"),
+	"DELETE /api/system-task/history":              accessTokenScopeRule("ops:write"),
+	"GET /api/system-task/current":                 accessTokenScopeRule("ops:read"),
+	"GET /api/system-task/:task_id":                accessTokenScopeRule("ops:read"),
+	"GET /api/system-info/instances":               accessTokenScopeRule("ops:read"),
+	"DELETE /api/system-info/stale-instances":      accessTokenScopeRule("ops:write"),
+	"DELETE /api/system-info/instances/:node_name": accessTokenScopeRule("ops:write"),
+
+	// router/api-router.go: /api/plugin/task
+	"GET /api/plugin/task":                           accessTokenScopeRule("plugin:read"),
+	"POST /api/plugin/task":                          accessTokenScopeRule("plugin:write"),
+	"PUT /api/plugin/task":                           accessTokenScopeRule("plugin:write"),
+	"GET /api/plugin/task/runtime/status":            accessTokenScopeRule("plugin:read"),
+	"GET /api/plugin/task/marketplace/sources":       accessTokenScopeRule("plugin:read"),
+	"PUT /api/plugin/task/marketplace/sources":       accessTokenScopeRule("plugin:write"),
+	"GET /api/plugin/task/:key":                      accessTokenScopeRule("plugin:read"),
+	"GET /api/plugin/task/:key/icon":                 accessTokenScopeRule("plugin:read"),
+	"GET /api/plugin/task/:key/versions":             accessTokenScopeRule("plugin:read"),
+	"POST /api/plugin/task/:key/activate":            accessTokenScopeRule("plugin:write"),
+	"POST /api/plugin/task/:key/status":              accessTokenScopeRule("plugin:write"),
+	"POST /api/plugin/task/:key/dryrun":              accessTokenScopeRule("plugin:write"),
+	"DELETE /api/plugin/task/:key/versions/:version": accessTokenScopeRule("plugin:write"),
+
+	// router/channel-router.go: the key route is RootAuth, not Casbin-guarded.
+	"POST /api/channel/:id/key": accessTokenScopeRule(service.AccessTokenScopeOf(authz.ChannelSecretView)),
+
+	// router/authz-router.go
+	"GET /api/authz/catalog": accessTokenScopeRule("user:read"),
+
+	// router/api-router.go: /api/token
+	"GET /api/token/":            accessTokenScopeRule("api_key:read"),
+	"GET /api/token/search":      accessTokenScopeRule("api_key:read"),
+	"GET /api/token/auto-groups": accessTokenScopeRule("api_key:read"),
+	"GET /api/token/:id":         accessTokenScopeRule("api_key:read"),
+	"POST /api/token/:id/key":    accessTokenScopeRule("api_key:reveal"),
+	"POST /api/token/":           accessTokenScopeRule("api_key:write"),
+	"PUT /api/token/":            accessTokenScopeRule("api_key:write"),
+	"DELETE /api/token/:id":      accessTokenScopeRule("api_key:write"),
+	"POST /api/token/batch":      accessTokenScopeRule("api_key:write"),
+	"POST /api/token/batch/keys": accessTokenScopeRule("api_key:reveal"),
+
+	// router/api-router.go: /api/redemption
+	"GET /api/redemption/":           accessTokenScopeRule("redemption:read"),
+	"GET /api/redemption/search":     accessTokenScopeRule("redemption:read"),
+	"GET /api/redemption/:id":        accessTokenScopeRule("redemption:read"),
+	"POST /api/redemption/":          accessTokenScopeRule("redemption:write"),
+	"POST /api/redemption/batch":     accessTokenScopeRule("redemption:write"),
+	"PUT /api/redemption/":           accessTokenScopeRule("redemption:write"),
+	"DELETE /api/redemption/invalid": accessTokenScopeRule("redemption:write"),
+	"DELETE /api/redemption/:id":     accessTokenScopeRule("redemption:write"),
+
+	// router/api-router.go: /api/audit, /api/log, /api/data
+	"GET /api/audit/self":                       accessTokenScopeRule("usage:read"),
+	"GET /api/log/":                             accessTokenScopeRule("log:read"),
+	"GET /api/log/stat":                         accessTokenScopeRule("log:read"),
+	"GET /api/log/self/stat":                    accessTokenScopeRule("usage:read"),
+	"GET /api/log/channel_affinity_usage_cache": accessTokenScopeRule("log:read"),
+	"GET /api/log/search":                       accessTokenScopeRule("log:read"),
+	"GET /api/log/self":                         accessTokenScopeRule("usage:read"),
+	"GET /api/log/self/search":                  accessTokenScopeRule("usage:read"),
+	"GET /api/log/export":                       accessTokenScopeRule("log:read"),
+	"GET /api/log/self/export":                  accessTokenScopeRule("usage:read"),
+	"GET /api/data/":                            accessTokenScopeRule("log:read"),
+	"GET /api/data/users":                       accessTokenScopeRule("log:read"),
+	"GET /api/data/self":                        accessTokenScopeRule("usage:read"),
+	"GET /api/data/flow":                        accessTokenScopeRule("log:read"),
+	"GET /api/data/flow/self":                   accessTokenScopeRule("usage:read"),
+
+	// router/api-router.go: /api/group, /api/prefill_group
+	"GET /api/group/":               accessTokenScopeRule("group:read"),
+	"GET /api/prefill_group/":       accessTokenScopeRule("group:read"),
+	"POST /api/prefill_group/":      accessTokenScopeRule("group:write"),
+	"PUT /api/prefill_group/":       accessTokenScopeRule("group:write"),
+	"DELETE /api/prefill_group/:id": accessTokenScopeRule("group:write"),
+
+	// router/api-router.go: /api/mj, /api/task
+	"GET /api/mj/self":                 accessTokenScopeRule("usage:read"),
+	"GET /api/mj/":                     accessTokenScopeRule("log:read"),
+	"GET /api/task/self":               accessTokenScopeRule("usage:read"),
+	"GET /api/task":                    accessTokenScopeRule("log:read"),
+	"GET /api/task/:task_id/artifacts": accessTokenScopeRule("usage:read"),
+
+	// router/api-router.go: /api/vendors, /api/models (admin)
+	"POST /api/vendors/operations/preview":  accessTokenScopeRule("model:read"),
+	"POST /api/vendors/operations":          accessTokenScopeRule("model:write"),
+	"GET /api/vendors/":                     accessTokenScopeRule("model:read"),
+	"GET /api/vendors/search":               accessTokenScopeRule("model:read"),
+	"GET /api/vendors/:id":                  accessTokenScopeRule("model:read"),
+	"POST /api/vendors/":                    accessTokenScopeRule("model:write"),
+	"PUT /api/vendors/":                     accessTokenScopeRule("model:write"),
+	"DELETE /api/vendors/:id":               accessTokenScopeRule("model:write"),
+	"GET /api/models/sync_upstream/preview": accessTokenScopeRule("model:read"),
+	"POST /api/models/sync_upstream":        accessTokenScopeRule("model:write"),
+	"POST /api/models/delete":               accessTokenScopeRule("model:write"),
+	"GET /api/models/missing":               accessTokenScopeRule("model:read"),
+	"GET /api/models/":                      accessTokenScopeRule("model:read"),
+	"GET /api/models/search":                accessTokenScopeRule("model:read"),
+	"GET /api/models/:id":                   accessTokenScopeRule("model:read"),
+	"POST /api/models/":                     accessTokenScopeRule("model:write"),
+	"PUT /api/models/":                      accessTokenScopeRule("model:write"),
+	"DELETE /api/models/:id":                accessTokenScopeRule("model:write"),
+
+	// router/api-router.go: /api/deployments
+	"GET /api/deployments/settings":                     accessTokenScopeRule("deployment:read"),
+	"POST /api/deployments/settings/test-connection":    accessTokenScopeRule("deployment:write"),
+	"GET /api/deployments/":                             accessTokenScopeRule("deployment:read"),
+	"GET /api/deployments/search":                       accessTokenScopeRule("deployment:read"),
+	"POST /api/deployments/test-connection":             accessTokenScopeRule("deployment:write"),
+	"GET /api/deployments/hardware-types":               accessTokenScopeRule("deployment:read"),
+	"GET /api/deployments/locations":                    accessTokenScopeRule("deployment:read"),
+	"GET /api/deployments/available-replicas":           accessTokenScopeRule("deployment:read"),
+	"POST /api/deployments/price-estimation":            accessTokenScopeRule("deployment:read"),
+	"GET /api/deployments/check-name":                   accessTokenScopeRule("deployment:read"),
+	"POST /api/deployments/":                            accessTokenScopeRule("deployment:write"),
+	"GET /api/deployments/:id":                          accessTokenScopeRule("deployment:read"),
+	"GET /api/deployments/:id/logs":                     accessTokenScopeRule("deployment:read"),
+	"GET /api/deployments/:id/containers":               accessTokenScopeRule("deployment:read"),
+	"GET /api/deployments/:id/containers/:container_id": accessTokenScopeRule("deployment:read"),
+	"PUT /api/deployments/:id":                          accessTokenScopeRule("deployment:write"),
+	"PUT /api/deployments/:id/name":                     accessTokenScopeRule("deployment:write"),
+	"POST /api/deployments/:id/extend":                  accessTokenScopeRule("deployment:write"),
+	"DELETE /api/deployments/:id":                       accessTokenScopeRule("deployment:write"),
+
+	// router/relay-router.go
+	"POST /pg/chat/completions": accessTokenSessionRule,
+}
+
+var (
+	permissionRouteRulesMu sync.RWMutex
+	permissionRouteRules   = map[string]accessTokenRouteRule{}
+)
+
+// DeclareAccessTokenPermissionRoute records that the Casbin permission guarding
+// a route is also the token scope it requires. It runs while routes are
+// registered and panics on conflicting declarations.
+func DeclareAccessTokenPermissionRoute(method, fullPath string, permission authz.Permission) {
+	key := method + " " + fullPath
+	rule := accessTokenScopeRule(service.AccessTokenScopeOf(permission))
+	if _, ok := accessTokenRouteRules[key]; ok {
+		panic(fmt.Sprintf("access token route %s is declared twice", key))
+	}
+	permissionRouteRulesMu.Lock()
+	defer permissionRouteRulesMu.Unlock()
+	if existing, ok := permissionRouteRules[key]; ok && existing != rule {
+		panic(fmt.Sprintf("access token route %s is declared with %s and %s", key, existing.scope, rule.scope))
+	}
+	permissionRouteRules[key] = rule
+}
+
+// AccessTokenRouteRule returns the rule for "METHOD /full/path".
+func AccessTokenRouteRule(key string) (accessTokenRouteRule, bool) {
+	if rule, ok := accessTokenRouteRules[key]; ok {
+		return rule, true
+	}
+	permissionRouteRulesMu.RLock()
+	defer permissionRouteRulesMu.RUnlock()
+	rule, ok := permissionRouteRules[key]
+	return rule, ok
+}
+
+// AccessTokenRouteRuleKeys lists every declared route key, sorted.
+func AccessTokenRouteRuleKeys() []string {
+	permissionRouteRulesMu.RLock()
+	keys := slices.Collect(maps.Keys(permissionRouteRules))
+	permissionRouteRulesMu.RUnlock()
+	keys = slices.AppendSeq(keys, maps.Keys(accessTokenRouteRules))
+	slices.Sort(keys)
+	return keys
+}
+
+// Scope returns the token scope the rule requires, or "" for any/session rules.
+func (rule accessTokenRouteRule) Scope() string {
+	return rule.scope
+}
+
+// Kind names the rule category: "scope", "any" or "session".
+func (rule accessTokenRouteRule) Kind() string {
+	switch rule.kind {
+	case accessTokenRuleScope:
+		return "scope"
+	case accessTokenRuleAny:
+		return "any"
+	case accessTokenRuleSession:
+		return "session"
+	}
+	return ""
+}
diff --git a/middleware/audit.go b/middleware/audit.go
index cc4258c..fecd444 100644
--- a/middleware/audit.go
+++ b/middleware/audit.go
@@ -268,9 +268,8 @@ func AccessTokenAudit() gin.HandlerFunc {
 		if present {
 			_, internal, _ := service.ParseDashboardAccessToken(raw)
 			if !internal {
-				user, err := model.ValidateAccessToken(raw)
-				if err == nil && user != nil && user.Id > 0 {
-					beginAccessTokenAudit(c, user, raw)
+				if lookup := lookupAccessToken(c, raw); lookup.user != nil {
+					beginAccessTokenAudit(c, lookup.user, lookup.ref)
 					defer finishAccessTokenAudit(c)
 				}
 			}
@@ -279,18 +278,32 @@ func AccessTokenAudit() gin.HandlerFunc {
 	}
 }
 
-func beginAccessTokenAudit(c *gin.Context, user *model.User, token string) {
+func beginAccessTokenAudit(c *gin.Context, user *model.UserBase, tokenRef string) {
 	if _, exists := c.Get(accessTokenAuditContextKey); exists {
 		return
 	}
 	writer := &auditResponseWriter{ResponseWriter: c.Writer, body: bytes.NewBuffer(nil), maxSize: 64 * 1024}
 	c.Writer = writer
 	c.Set(accessTokenAuditContextKey, &accessTokenRequestAudit{
-		entry:  model.AuditLog{UserId: user.Id, Username: user.Username, ActorRole: user.Role, Category: model.AuditCategoryAccessToken, AuthMethod: "access_token", TokenRef: model.AccessTokenFingerprint(token), CreatedAt: common.GetTimestamp(), EventId: common.NewRequestId()},
+		entry:  model.AuditLog{UserId: user.Id, Username: user.Username, ActorRole: user.Role, Category: model.AuditCategoryAccessToken, AuthMethod: "access_token", TokenRef: tokenRef, CreatedAt: common.GetTimestamp(), EventId: common.NewRequestId()},
 		writer: writer,
 	})
 }
 
+// setAccessTokenAuditParam adds non-secret context, such as why a token was
+// rejected, to the current request's access audit entry.
+func setAccessTokenAuditParam(c *gin.Context, key string, value any) {
+	stored, _ := c.Get(accessTokenAuditContextKey)
+	audit, ok := stored.(*accessTokenRequestAudit)
+	if !ok {
+		return
+	}
+	if audit.entry.Other.Op == nil {
+		audit.entry.Other.Op = &model.AuditOperation{Params: model.AuditFields{}}
+	}
+	audit.entry.Other.Op.Params[key] = value
+}
+
 func finishAccessTokenAudit(c *gin.Context) {
 	value, exists := c.Get(accessTokenAuditContextKey)
 	if !exists {
diff --git a/middleware/auth.go b/middleware/auth.go
index e48f137..5cad1cb 100644
--- a/middleware/auth.go
+++ b/middleware/auth.go
@@ -23,7 +23,12 @@ import (
 	"gorm.io/gorm"
 )
 
-const authIdentityContextKey = "auth_identity"
+const (
+	authIdentityContextKey        = "auth_identity"
+	accessTokenLookupContextKey   = "access_token_lookup"
+	accessTokenIdentityContextKey = "access_token_identity"
+	accessTokenSessionRequiredMsg = "a dashboard login session is required"
+)
 
 type dashboardCredentialKind int
 
@@ -54,18 +59,28 @@ func authHelper(c *gin.Context, minRole int) {
 		return
 	}
 	if user.Status != common.UserStatusEnabled {
-		c.AbortWithStatusJSON(http.StatusUnauthorized, gin.H{"success": false, "code": "AUTH_USER_DISABLED", "message": common.TranslateMessage(c, i18n.MsgAuthUserBanned)})
+		abortWithWebMessage(c, http.StatusUnauthorized, "AUTH_USER_DISABLED", common.NewMessage("User has been banned"))
 		return
 	}
 	if user.Role < minRole {
-		c.AbortWithStatusJSON(http.StatusForbidden, gin.H{"success": false, "code": "AUTH_INSUFFICIENT_PRIVILEGE", "message": common.TranslateMessage(c, i18n.MsgAuthInsufficientPrivilege)})
+		abortWithWebMessage(c, http.StatusForbidden, "AUTH_INSUFFICIENT_PRIVILEGE", common.NewMessage("Unauthorized, insufficient privileges"))
 		return
 	}
+	var lookup *accessTokenLookup
+	if useAccessToken {
+		lookup = requestAccessTokenLookup(c)
+		if !enforceAccessTokenRoute(c, lookup, true) {
+			return
+		}
+	}
 	if !validUserInfo(user.Username, user.Role) {
-		c.AbortWithStatusJSON(http.StatusUnauthorized, gin.H{"success": false, "code": "AUTH_USER_INVALID", "message": common.TranslateMessage(c, i18n.MsgAuthUserInfoInvalid)})
+		abortWithWebMessage(c, http.StatusUnauthorized, "AUTH_USER_INVALID", common.NewMessage("Unauthorized, invalid user info"))
 		return
 	}
 	setDashboardAuthContext(c, user, identity, useAccessToken)
+	if lookup != nil {
+		setAccessTokenContext(c, lookup)
+	}
 
 	// 管理/root 写操作审计兜底：内聚在鉴权链路里，保证任何经过 AdminAuth/RootAuth
 	// 的写接口都会自动留痕（无需在路由上单独挂审计中间件，避免漏挂）。
@@ -86,12 +101,29 @@ func TryUserAuth() func(c *gin.Context) {
 			defer finishAccessTokenAudit(c)
 		}
 		user, identity, credentialKind, err := classifyDashboardCredential(c)
+		if errors.Is(err, model.ErrLegacyAccessTokenRetired) {
+			// After the deadline no opaque value is looked up, so a retired
+			// token is indistinguishable from any unknown value: anonymous.
+			credentialKind, err = dashboardCredentialUnmatched, nil
+		}
 		if err != nil {
 			writeDashboardAuthError(c, err)
 			return
 		}
+		// Optional authentication never elevates a token beyond its grant: a
+		// token the route would reject leaves the request anonymous.
+		var lookup *accessTokenLookup
+		if credentialKind == dashboardCredentialPAT {
+			lookup = requestAccessTokenLookup(c)
+			if user.Status != common.UserStatusEnabled || !enforceAccessTokenRoute(c, lookup, false) {
+				credentialKind = dashboardCredentialUnmatched
+			}
+		}
 		if credentialKind != dashboardCredentialUnmatched {
 			setDashboardAuthContext(c, user, identity, credentialKind == dashboardCredentialPAT)
+			if credentialKind == dashboardCredentialPAT {
+				setAccessTokenContext(c, lookup)
+			}
 		}
 		c.Next()
 	}
@@ -144,6 +176,21 @@ func GetSessionAuthIdentity(c *gin.Context) (service.AuthIdentity, bool) {
 	return identity, true
 }
 
+// GetStepUpIdentity returns the identity that may request and consume
+// security verification proofs: a browser session, or a scoped access token
+// bound to its own pat:<id> session. Legacy access tokens have neither.
+func GetStepUpIdentity(c *gin.Context) (service.AuthIdentity, bool) {
+	if identity, ok := GetSessionAuthIdentity(c); ok {
+		return identity, true
+	}
+	value, ok := c.Get(accessTokenIdentityContextKey)
+	if !ok {
+		return service.AuthIdentity{}, false
+	}
+	identity, ok := value.(service.AuthIdentity)
+	return identity, ok && identity.UserID > 0 && identity.SessionID != ""
+}
+
 func authenticateDashboardRequest(c *gin.Context) (*model.UserBase, service.AuthIdentity, bool, error) {
 	user, identity, credentialKind, err := classifyDashboardCredential(c)
 	if err != nil {
@@ -171,19 +218,128 @@ func classifyDashboardCredential(c *gin.Context) (*model.UserBase, service.AuthI
 		}
 		return user, identity, dashboardCredentialInternal, nil
 	}
-	patUser, err := model.ValidateAccessToken(raw)
-	if err != nil {
-		return nil, service.AuthIdentity{}, dashboardCredentialPAT, err
+	lookup := lookupAccessToken(c, raw)
+	if lookup.user != nil {
+		beginAccessTokenAudit(c, lookup.user, lookup.ref)
 	}
-	if patUser == nil || patUser.Id <= 0 {
+	if lookup.err != nil {
+		if errors.Is(lookup.err, model.ErrAccessTokenExpired) {
+			setAccessTokenAuditParam(c, "failure_reason", "expired")
+		}
+		return nil, service.AuthIdentity{}, dashboardCredentialPAT, lookup.err
+	}
+	if lookup.user == nil {
 		return nil, service.AuthIdentity{}, dashboardCredentialUnmatched, nil
 	}
-	beginAccessTokenAudit(c, patUser, raw)
-	user, err := model.GetUserCache(patUser.Id)
-	if err != nil {
-		return nil, service.AuthIdentity{}, dashboardCredentialPAT, err
+	return lookup.user, service.AuthIdentity{UserID: lookup.user.Id, UserAuthVersion: lookup.user.AuthVersion}, dashboardCredentialPAT, nil
+}
+
+// accessTokenLookup is the per-request result of resolving an opaque dashboard
+// credential. A nil user with a nil err means the value is not a PAT.
+type accessTokenLookup struct {
+	ref    string
+	legacy bool
+	token  *model.UserAccessToken
+	user   *model.UserBase
+	err    error
+}
+
+// lookupAccessToken resolves raw once per request, so the access audit and
+// authentication share one database lookup.
+func lookupAccessToken(c *gin.Context, raw string) *accessTokenLookup {
+	ref := model.AccessTokenFingerprint(raw)
+	if cached := requestAccessTokenLookup(c); cached != nil && cached.ref == ref {
+		return cached
+	}
+	lookup := &accessTokenLookup{ref: ref}
+	c.Set(accessTokenLookupContextKey, lookup)
+	if !strings.HasPrefix(raw, model.AccessTokenPrefix) {
+		lookup.legacy = true
+		legacyUser, err := model.ValidateAccessToken(raw)
+		if err != nil || legacyUser == nil || legacyUser.Id <= 0 {
+			lookup.err = err
+			return lookup
+		}
+		lookup.user, lookup.err = model.GetUserCache(legacyUser.Id)
+		return lookup
+	}
+	token, err := model.FindUserAccessTokenByHash(ref)
+	if err != nil || token == nil {
+		lookup.err = err
+		return lookup
+	}
+	lookup.token = token
+	lookup.user, lookup.err = model.GetUserCache(token.UserId)
+	if lookup.err == nil && token.Expired(common.GetTimestamp()) {
+		// Keep the owner so the rejected attempt is still audited.
+		lookup.err = model.ErrAccessTokenExpired
+	}
+	return lookup
+}
+
+func requestAccessTokenLookup(c *gin.Context) *accessTokenLookup {
+	value, _ := c.Get(accessTokenLookupContextKey)
+	lookup, _ := value.(*accessTokenLookup)
+	return lookup
+}
+
+// enforceAccessTokenRoute applies the route's access token rule (fail closed:
+// scoped tokens cannot call undeclared routes). With abort set it writes the
+// 403 response and records the reason in the access audit.
+func enforceAccessTokenRoute(c *gin.Context, lookup *accessTokenLookup, abort bool) bool {
+	key := c.Request.Method + " " + c.FullPath()
+	rule, declared := AccessTokenRouteRule(key)
+	code, reason := "", ""
+	var message *common.Message
+	switch {
+	case declared && rule.kind == accessTokenRuleSession:
+		code, reason, message = "AUTH_SESSION_REQUIRED", "session_required", common.NewMessage(accessTokenSessionRequiredMsg)
+	case lookup.legacy:
+		return true
+	case !declared:
+		common.SysError(common.LogText("access token route is not declared: %s", key))
+		code, reason, message = "ACCESS_TOKEN_ROUTE_UNDECLARED", "route_undeclared", common.NewMessage("Unauthorized, insufficient privileges")
+	case rule.kind == accessTokenRuleAny, service.AccessTokenScopeGranted(lookup.token.GetScopes(), rule.scope):
+		return true
+	default:
+		code, reason, message = "ACCESS_TOKEN_SCOPE_DENIED", "scope_denied", common.NewMessage("The access token lacks the required permission: {{scope}}", map[string]any{"scope": rule.scope})
+		if abort {
+			setAccessTokenAuditParam(c, "required_scope", rule.scope)
+		}
+	}
+	if abort {
+		setAccessTokenAuditParam(c, "failure_reason", reason)
+		abortWithWebMessage(c, http.StatusForbidden, code, message)
+	}
+	return false
+}
+
+// setAccessTokenContext exposes the token grant to handlers. Scoped tokens
+// also get a step-up identity bound to the token instead of a browser session.
+func setAccessTokenContext(c *gin.Context, lookup *accessTokenLookup) {
+	_, alreadySet := c.Get(accessTokenIdentityContextKey)
+	c.Set("access_token_legacy", lookup.legacy)
+	// Security audit params identify the token the same way the access audit does.
+	c.Set("access_token_ref", lookup.ref)
+	if lookup.legacy {
+		c.Set("access_token_id", 0)
+		c.Set("access_token_scopes", []string{})
+		return
+	}
+	c.Set("access_token_id", lookup.token.Id)
+	c.Set("access_token_scopes", lookup.token.GetScopes())
+	c.Set(accessTokenIdentityContextKey, service.AuthIdentity{
+		UserID:          lookup.user.Id,
+		SessionID:       model.AccessTokenSessionID(lookup.token.Id),
+		UserAuthVersion: lookup.user.AuthVersion,
+		SessionVersion:  model.AccessTokenSessionVersion,
+	})
+	if alreadySet {
+		return
+	}
+	if err := model.TouchUserAccessToken(lookup.token.Id, c.ClientIP(), common.GetTimestamp()); err != nil {
+		logger.LogError(c.Request.Context(), common.LogText("access token last-use update failed (token_id=%d): %v", lookup.token.Id, err))
 	}
-	return user, service.AuthIdentity{UserID: user.Id, UserAuthVersion: user.AuthVersion}, dashboardCredentialPAT, nil
 }
 
 func authorizationToken(header string) (string, bool) {
@@ -215,21 +371,40 @@ func setDashboardAuthContext(c *gin.Context, user *model.UserBase, identity serv
 	user.WriteContext(c)
 }
 
+// abortWithWebMessage answers a web console request; the web console
+// translates the message, and code, when set, stays a stable error code.
+func abortWithWebMessage(c *gin.Context, status int, code string, message *common.Message) {
+	var fields []gin.H
+	if code != "" {
+		fields = append(fields, gin.H{"code": code})
+	}
+	common.ApiErrorStatus(c, status, message, fields...)
+	c.Abort()
+}
+
 func writeDashboardAuthError(c *gin.Context, err error) {
+	if errors.Is(err, model.ErrAccessTokenExpired) {
+		abortWithWebMessage(c, http.StatusUnauthorized, "ACCESS_TOKEN_EXPIRED", common.NewMessage("Unauthorized, the access token has expired"))
+		return
+	}
+	if errors.Is(err, model.ErrLegacyAccessTokenRetired) {
+		abortWithWebMessage(c, http.StatusUnauthorized, "ACCESS_TOKEN_LEGACY_RETIRED", common.NewMessage("Legacy access tokens have been retired. Create a new access token in security settings"))
+		return
+	}
 	if errors.Is(err, service.ErrAuthTokenExpired) {
-		c.AbortWithStatusJSON(http.StatusUnauthorized, gin.H{"success": false, "code": "AUTH_TOKEN_EXPIRED", "message": common.TranslateMessage(c, i18n.MsgAuthNotLoggedIn)})
+		abortWithWebMessage(c, http.StatusUnauthorized, "AUTH_TOKEN_EXPIRED", common.NewMessage("Unauthorized, not logged in and no access token provided"))
 		return
 	}
 	if errors.Is(err, service.ErrLoginSessionRevoked) || errors.Is(err, gorm.ErrRecordNotFound) {
-		c.AbortWithStatusJSON(http.StatusUnauthorized, gin.H{"success": false, "code": "AUTH_SESSION_REVOKED", "message": common.TranslateMessage(c, i18n.MsgAuthNotLoggedIn)})
+		abortWithWebMessage(c, http.StatusUnauthorized, "AUTH_SESSION_REVOKED", common.NewMessage("Unauthorized, not logged in and no access token provided"))
 		return
 	}
 	if errors.Is(err, service.ErrAuthTokenInvalid) {
-		c.AbortWithStatusJSON(http.StatusUnauthorized, gin.H{"success": false, "code": "AUTH_UNAUTHORIZED", "message": common.TranslateMessage(c, i18n.MsgAuthAccessTokenInvalid)})
+		abortWithWebMessage(c, http.StatusUnauthorized, "AUTH_UNAUTHORIZED", common.NewMessage("Unauthorized, invalid access token"))
 		return
 	}
-	common.SysLog("dashboard authentication error: " + err.Error())
-	c.AbortWithStatusJSON(http.StatusInternalServerError, gin.H{"success": false, "code": "AUTH_INTERNAL_ERROR", "message": common.TranslateMessage(c, i18n.MsgDatabaseError)})
+	common.SysLog(common.LogText("dashboard authentication error: %s", err.Error()))
+	abortWithWebMessage(c, http.StatusInternalServerError, "AUTH_INTERNAL_ERROR", common.NewMessage("Database error, please contact the administrator"))
 }
 
 func RequirePermission(permission authz.Permission) func(c *gin.Context) {
@@ -240,11 +415,7 @@ func RequirePermission(permission authz.Permission) func(c *gin.Context) {
 			c.Next()
 			return
 		}
-		c.JSON(http.StatusForbidden, gin.H{
-			"success": false,
-			"message": common.TranslateMessage(c, i18n.MsgAuthInsufficientPrivilege),
-		})
-		c.Abort()
+		abortWithWebMessage(c, http.StatusForbidden, "", common.NewMessage("Unauthorized, insufficient privileges"))
 	}
 }
 
@@ -282,17 +453,14 @@ func TokenOrUserAuth() func(c *gin.Context) {
 }
 
 // TokenAuthReadOnly 宽松版本的令牌认证中间件，用于只读查询接口。
-// 只验证令牌 key 是否存在，不检查令牌状态、过期时间和额度。
-// 即使令牌已过期、已耗尽或已禁用，也允许访问。
-// 仍然检查用户是否被封禁。
+// 只验证令牌 key 是否存在，不检查过期时间和额度。
+// 即使令牌已过期或已耗尽，也允许访问；已禁用的令牌会被拒绝。
+// 仍然检查令牌 IP 白名单和用户是否被封禁。
 func TokenAuthReadOnly() func(c *gin.Context) {
 	return func(c *gin.Context) {
 		key := c.Request.Header.Get("Authorization")
 		if key == "" {
-			c.JSON(http.StatusUnauthorized, gin.H{
-				"success": false,
-				"message": common.TranslateMessage(c, i18n.MsgTokenNotProvided),
-			})
+			common.ApiErrorStatus(c, http.StatusUnauthorized, errors.New(common.TranslateMessage(c, i18n.MsgTokenNotProvided)))
 			c.Abort()
 			return
 		}
@@ -306,16 +474,10 @@ func TokenAuthReadOnly() func(c *gin.Context) {
 		token, err := model.GetTokenByKey(key, false)
 		if err != nil {
 			if errors.Is(err, gorm.ErrRecordNotFound) {
-				c.JSON(http.StatusUnauthorized, gin.H{
-					"success": false,
-					"message": common.TranslateMessage(c, i18n.MsgTokenInvalid),
-				})
+				common.ApiErrorStatus(c, http.StatusUnauthorized, errors.New(common.TranslateMessage(c, i18n.MsgTokenInvalid)))
 			} else {
-				common.SysLog("TokenAuthReadOnly GetTokenByKey database error: " + err.Error())
-				c.JSON(http.StatusInternalServerError, gin.H{
-					"success": false,
-					"message": common.TranslateMessage(c, i18n.MsgDatabaseError),
-				})
+				common.SysLog(common.LogText("TokenAuthReadOnly GetTokenByKey database error: %s", err.Error()))
+				common.ApiErrorStatus(c, http.StatusInternalServerError, errors.New(common.TranslateMessage(c, i18n.MsgDatabaseError)))
 			}
 			c.Abort()
 			return
@@ -324,29 +486,34 @@ func TokenAuthReadOnly() func(c *gin.Context) {
 		// TokenAuthReadOnly must keep allowing other token states to query read-only
 		// data, such as token usage logs; only explicitly disabled tokens are denied.
 		if token.Status == common.TokenStatusDisabled {
-			c.JSON(http.StatusUnauthorized, gin.H{
-				"success": false,
-				"message": common.TranslateMessage(c, i18n.MsgTokenStatusUnavailable),
-			})
+			common.ApiErrorStatus(c, http.StatusUnauthorized, errors.New(common.TranslateMessage(c, i18n.MsgTokenStatusUnavailable)))
 			c.Abort()
 			return
 		}
 
+		if allowIps := token.GetIpLimits(); len(allowIps) > 0 {
+			ip := net.ParseIP(c.ClientIP())
+			if ip == nil {
+				common.ApiErrorStatus(c, http.StatusForbidden, errors.New(common.TranslateMessage(c, i18n.MsgAuthClientIPUnresolved)))
+				c.Abort()
+				return
+			}
+			if !common.IsIpInCIDRList(ip, allowIps) {
+				common.ApiErrorStatus(c, http.StatusForbidden, errors.New(common.TranslateMessage(c, i18n.MsgAuthTokenIPNotAllowed)))
+				c.Abort()
+				return
+			}
+		}
+
 		userCache, err := model.GetUserCache(token.UserId)
 		if err != nil {
-			common.SysLog(fmt.Sprintf("TokenAuthReadOnly GetUserCache error for user %d: %v", token.UserId, err))
-			c.JSON(http.StatusInternalServerError, gin.H{
-				"success": false,
-				"message": common.TranslateMessage(c, i18n.MsgDatabaseError),
-			})
+			common.SysLog(common.LogText("TokenAuthReadOnly GetUserCache error for user %d: %v", token.UserId, err))
+			common.ApiErrorStatus(c, http.StatusInternalServerError, errors.New(common.TranslateMessage(c, i18n.MsgDatabaseError)))
 			c.Abort()
 			return
 		}
 		if userCache.Status != common.UserStatusEnabled {
-			c.JSON(http.StatusForbidden, gin.H{
-				"success": false,
-				"message": common.TranslateMessage(c, i18n.MsgAuthUserBanned),
-			})
+			common.ApiErrorStatus(c, http.StatusForbidden, errors.New(common.TranslateMessage(c, i18n.MsgAuthUserBanned)))
 			c.Abort()
 			return
 		}
@@ -411,7 +578,7 @@ func TokenAuth() func(c *gin.Context) {
 		}
 		if err != nil {
 			if errors.Is(err, model.ErrDatabase) {
-				common.SysLog("TokenAuth ValidateUserToken database error: " + err.Error())
+				common.SysLog(common.LogText("TokenAuth ValidateUserToken database error: %s", err.Error()))
 				abortWithOpenAiMessage(c, http.StatusInternalServerError,
 					common.TranslateMessage(c, i18n.MsgDatabaseError))
 			} else {
@@ -427,11 +594,11 @@ func TokenAuth() func(c *gin.Context) {
 			logger.LogDebug(c, "Token has IP restrictions, checking client IP %s", clientIp)
 			ip := net.ParseIP(clientIp)
 			if ip == nil {
-				abortWithOpenAiMessage(c, http.StatusForbidden, "无法解析客户端 IP 地址")
+				abortWithOpenAiMessage(c, http.StatusForbidden, i18n.T(c, i18n.MsgAuthClientIPUnresolved))
 				return
 			}
 			if common.IsIpInCIDRList(ip, allowIps) == false {
-				abortWithOpenAiMessage(c, http.StatusForbidden, "您的 IP 不在令牌允许访问的列表中", types.ErrorCodeAccessDenied)
+				abortWithOpenAiMessage(c, http.StatusForbidden, i18n.T(c, i18n.MsgAuthTokenIPNotAllowed), types.ErrorCodeAccessDenied)
 				return
 			}
 			logger.LogDebug(c, "Client IP %s passed the token IP restrictions check", clientIp)
@@ -439,7 +606,7 @@ func TokenAuth() func(c *gin.Context) {
 
 		userCache, err := model.GetUserCache(token.UserId)
 		if err != nil {
-			common.SysLog(fmt.Sprintf("TokenAuth GetUserCache error for user %d: %v", token.UserId, err))
+			common.SysLog(common.LogText("TokenAuth GetUserCache error for user %d: %v", token.UserId, err))
 			abortWithOpenAiMessage(c, http.StatusInternalServerError,
 				common.TranslateMessage(c, i18n.MsgDatabaseError))
 			return
@@ -462,13 +629,13 @@ func TokenAuth() func(c *gin.Context) {
 		if tokenGroup != "" && token.RoutingPolicy == "" {
 			// check common.UserUsableGroups[userGroup]
 			if _, ok := service.GetUserUsableGroups(userGroup)[tokenGroup]; !ok {
-				abortWithOpenAiMessage(c, http.StatusForbidden, fmt.Sprintf("无权访问 %s 分组", tokenGroup))
+				abortWithOpenAiMessage(c, http.StatusForbidden, i18n.T(c, i18n.MsgAuthTokenGroupForbidden, map[string]any{"Group": tokenGroup}))
 				return
 			}
 			// check group in common.GroupRatio
 			if !ratio_setting.ContainsGroupRatio(tokenGroup) {
 				if tokenGroup != "auto" {
-					abortWithOpenAiMessage(c, http.StatusForbidden, fmt.Sprintf("分组 %s 已被弃用", tokenGroup))
+					abortWithOpenAiMessage(c, http.StatusForbidden, i18n.T(c, i18n.MsgAuthTokenGroupDeprecated, map[string]any{"Group": tokenGroup}))
 					return
 				}
 			}
@@ -542,7 +709,7 @@ func SetupContextForToken(c *gin.Context, token *model.Token, parts ...string) e
 	if token.AutoGroups != "" {
 		groupPool, err := token.GetGroupPool()
 		if err != nil {
-			common.SysError(fmt.Sprintf("failed to parse auto groups for token %d: %v", token.Id, err))
+			common.SysError(common.LogText("failed to parse auto groups for token %d: %v", token.Id, err))
 			common.SetContextKey(c, constant.ContextKeyTokenAutoGroups, []string{})
 		} else if len(groupPool) > 0 {
 			autoGroups := make([]string, 0, len(groupPool))
@@ -568,8 +735,8 @@ func SetupContextForToken(c *gin.Context, token *model.Token, parts ...string) e
 			})
 		} else {
 			c.Header("specific_channel_version", "701e3ae1dc3f7975556d354e0675168d004891c8")
-			abortWithOpenAiMessage(c, http.StatusForbidden, "普通用户不支持指定渠道")
-			return fmt.Errorf("普通用户不支持指定渠道")
+			abortWithOpenAiMessage(c, http.StatusForbidden, i18n.T(c, i18n.MsgAuthChannelSelectForbidden))
+			return errors.New("regular users cannot specify a channel")
 		}
 	}
 	return nil
diff --git a/middleware/auth_test.go b/middleware/auth_test.go
index 530ebbf..fc267b6 100644
--- a/middleware/auth_test.go
+++ b/middleware/auth_test.go
@@ -7,12 +7,15 @@ import (
 	"fmt"
 	"net/http"
 	"net/http/httptest"
+	"strings"
 	"testing"
 	"time"
 
 	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/i18n"
 	"github.com/QuantumNous/new-api/model"
 	"github.com/QuantumNous/new-api/service"
+	"github.com/QuantumNous/new-api/service/authz"
 	"github.com/gin-gonic/gin"
 	"github.com/glebarez/sqlite"
 	"github.com/golang-jwt/jwt/v5"
@@ -30,12 +33,13 @@ func setupDashboardAuthMiddlewareTest(t *testing.T) {
 	previousSecret := common.SessionSecret
 	db, err := gorm.Open(sqlite.Open(":memory:"), &gorm.Config{})
 	require.NoError(t, err)
-	require.NoError(t, db.AutoMigrate(&model.User{}, &model.UserSession{}, &model.AuditLog{}))
+	require.NoError(t, db.AutoMigrate(&model.User{}, &model.UserSession{}, &model.AuditLog{}, &model.UserAccessToken{}, &model.Option{}))
 	model.DB = db
 	model.LOG_DB = db
 	common.SetMainDatabaseType(common.DatabaseTypeSQLite)
 	common.RedisEnabled = false
 	common.SessionSecret = "middleware-auth-test-secret"
+	require.NoError(t, model.EnsureLegacyAccessTokenRetireAt(time.Now().Unix()))
 	t.Cleanup(func() {
 		model.DB = previousDB
 		model.LOG_DB = previousLogDB
@@ -87,6 +91,29 @@ func createMiddlewarePATUser(t *testing.T, username, token string) *model.User {
 	return user
 }
 
+// Read-only API key routes (/api/usage/token, /api/log/token) are called by
+// scripts, not the web console, so their errors are translated by the backend
+// in the language the request asks for.
+func TestTokenAuthReadOnlyTranslatesErrors(t *testing.T) {
+	require.NoError(t, i18n.Init())
+	for _, tc := range []struct {
+		acceptLanguage string
+		want           string
+	}{
+		{"zh-CN", "未提供令牌"},
+		{"en-US", "Token not provided"},
+	} {
+		recorder := httptest.NewRecorder()
+		c, _ := gin.CreateTestContext(recorder)
+		c.Request = httptest.NewRequest(http.MethodGet, "/api/log/token", nil)
+		c.Request.Header.Set("Accept-Language", tc.acceptLanguage)
+		TokenAuthReadOnly()(c)
+		assert.True(t, c.IsAborted(), tc.acceptLanguage)
+		assert.Equal(t, http.StatusUnauthorized, recorder.Code, tc.acceptLanguage)
+		assert.JSONEq(t, `{"success":false,"message":"`+tc.want+`"}`, recorder.Body.String(), tc.acceptLanguage)
+	}
+}
+
 func TestUserAuthAllowsOpaqueDottedPAT(t *testing.T) {
 	setupDashboardAuthMiddlewareTest(t)
 	user := createMiddlewarePATUser(t, "dotted-pat-user", "opaque.key.with-dots")
@@ -135,6 +162,7 @@ func TestTryUserAuthCredentialClassification(t *testing.T) {
 
 	patUser := createMiddlewarePATUser(t, "optional-pat-user", "optional.pat.with-dots")
 	internalUser := createMiddlewarePATUser(t, "optional-session-user", "unrelated-pat")
+	scopedPAT, _ := createMiddlewareScopedToken(t, patUser.Id, 0, "profile:read")
 	now := time.Now().Unix()
 	session := &model.UserSession{
 		SID:             "optional-auth-session",
@@ -189,6 +217,7 @@ func TestTryUserAuthCredentialClassification(t *testing.T) {
 		{name: "dotted unmatched credential", token: "ordinary.key.with-dots", wantStatus: http.StatusOK},
 		{name: "third party jwt", token: externalToken, wantStatus: http.StatusOK},
 		{name: "valid pat", token: "optional.pat.with-dots", wantStatus: http.StatusOK, wantUserID: patUser.Id, wantPAT: true},
+		{name: "scoped pat outside its grant stays anonymous", token: scopedPAT, wantStatus: http.StatusOK},
 		{name: "valid internal access jwt", token: accessToken, wantStatus: http.StatusOK, wantUserID: internalUser.Id},
 		{name: "expired internal access jwt", token: issueExpiredDashboardAccessToken(t, identity), wantStatus: http.StatusUnauthorized, wantErrorCode: "AUTH_TOKEN_EXPIRED"},
 		{name: "tampered internal access jwt", token: tamperDashboardToken(accessToken), wantStatus: http.StatusUnauthorized, wantErrorCode: "AUTH_UNAUTHORIZED"},
@@ -256,6 +285,177 @@ func TestTryUserAuthCredentialClassification(t *testing.T) {
 	assert.Contains(t, databaseFailureResponse.Body.String(), "AUTH_INTERNAL_ERROR")
 }
 
+func createMiddlewareScopedToken(t *testing.T, userID int, expiresAt int64, scopes ...string) (string, *model.UserAccessToken) {
+	t.Helper()
+	suffix, err := common.GenerateRandomCharsKey(43)
+	require.NoError(t, err)
+	raw := model.AccessTokenPrefix + suffix
+	token := &model.UserAccessToken{Name: "middleware token", TokenHash: model.AccessTokenFingerprint(raw), TokenHint: model.AccessTokenHint(raw), ExpiresAt: expiresAt}
+	require.NoError(t, token.SetScopes(scopes))
+	require.NoError(t, model.CreateUserAccessToken(userID, token, service.AccessTokenMaxPerUser))
+	return raw, token
+}
+
+func middlewareBearerRequest(router *gin.Engine, path, token string) *httptest.ResponseRecorder {
+	request := httptest.NewRequest(http.MethodGet, path, nil)
+	request.Header.Set("Authorization", "Bearer "+token)
+	response := httptest.NewRecorder()
+	router.ServeHTTP(response, request)
+	return response
+}
+
+func TestUserAuthAppliesAccessTokenRouteRules(t *testing.T) {
+	setupDashboardAuthMiddlewareTest(t)
+	gin.SetMode(gin.TestMode)
+	wasMaster := common.IsMasterNode
+	common.IsMasterNode = true
+	t.Cleanup(func() { common.IsMasterNode = wasMaster })
+	require.NoError(t, model.DB.AutoMigrate(&model.CasbinRule{}, &model.AuthzRole{}))
+	require.NoError(t, authz.Init(model.DB))
+	// The channel router declares this rule when it registers the route.
+	DeclareAccessTokenPermissionRoute(http.MethodGet, "/api/channel/", authz.ChannelRead)
+
+	legacy := "middleware-legacy-token"
+	admin := createMiddlewarePATUser(t, "route-rule-admin", legacy)
+	require.NoError(t, model.DB.Model(admin).Update("role", common.RoleAdminUser).Error)
+	profile, _ := createMiddlewareScopedToken(t, admin.Id, 0, "profile:read")
+	channel, _ := createMiddlewareScopedToken(t, admin.Id, time.Now().Unix()+3600, "channel:read")
+	expired, _ := createMiddlewareScopedToken(t, admin.Id, time.Now().Unix()-1, "profile:read")
+
+	ok := func(c *gin.Context) { c.JSON(http.StatusOK, gin.H{"id": c.GetInt("id")}) }
+	router := gin.New()
+	router.GET("/api/user/self", UserAuth(), ok)
+	router.GET("/api/user/access_tokens", UserAuth(), ok)
+	router.GET("/api/undeclared", UserAuth(), ok)
+	router.GET("/api/channel/", AdminAuth(), RequirePermission(authz.ChannelRead), ok)
+	router.GET("/api/pricing", TryUserAuth(), ok)
+
+	for _, test := range []struct {
+		name, path, token, code, reason string
+		status                          int
+	}{
+		{name: "granted scope on a never expiring token", path: "/api/user/self", token: profile, status: http.StatusOK},
+		{name: "missing scope", path: "/api/user/self", token: channel, status: http.StatusForbidden, code: "ACCESS_TOKEN_SCOPE_DENIED", reason: "scope_denied"},
+		{name: "undeclared route", path: "/api/undeclared", token: profile, status: http.StatusForbidden, code: "ACCESS_TOKEN_ROUTE_UNDECLARED", reason: "route_undeclared"},
+		{name: "session route", path: "/api/user/access_tokens", token: profile, status: http.StatusForbidden, code: "AUTH_SESSION_REQUIRED", reason: "session_required"},
+		{name: "permission route with its scope", path: "/api/channel/", token: channel, status: http.StatusOK},
+		{name: "permission route without its scope", path: "/api/channel/", token: profile, status: http.StatusForbidden, code: "ACCESS_TOKEN_SCOPE_DENIED", reason: "scope_denied"},
+		{name: "expired token", path: "/api/user/self", token: expired, status: http.StatusUnauthorized, code: "ACCESS_TOKEN_EXPIRED", reason: "expired"},
+		{name: "legacy token before the deadline", path: "/api/user/self", token: legacy, status: http.StatusOK},
+		{name: "legacy token on a session route", path: "/api/user/access_tokens", token: legacy, status: http.StatusForbidden, code: "AUTH_SESSION_REQUIRED", reason: "session_required"},
+	} {
+		t.Run(test.name, func(t *testing.T) {
+			response := middlewareBearerRequest(router, test.path, test.token)
+			assert.Equal(t, test.status, response.Code, response.Body.String())
+			if test.code != "" {
+				assert.Contains(t, response.Body.String(), `"code":"`+test.code+`"`)
+			}
+			var audit model.AuditLog
+			require.NoError(t, model.LOG_DB.Where("category = ?", model.AuditCategoryAccessToken).Order("id desc").First(&audit).Error)
+			assert.Equal(t, model.AccessTokenFingerprint(test.token), audit.TokenRef)
+			assert.Equal(t, test.status, audit.Status)
+			if test.reason == "" {
+				return
+			}
+			require.NotNil(t, audit.Other.Op)
+			params, err := common.Marshal(audit.Other.Op.Params)
+			require.NoError(t, err)
+			assert.Contains(t, string(params), `"failure_reason":"`+test.reason+`"`)
+			if test.code == "ACCESS_TOKEN_SCOPE_DENIED" {
+				assert.Contains(t, string(params), `"required_scope":"`)
+			}
+		})
+	}
+
+	// The token grant never widens the account: revoking the Casbin permission
+	// rejects a token that still carries the scope.
+	require.NoError(t, authz.SetUserPermissions(admin.Id, authz.PermissionsMap{authz.ResourceChannel: {authz.ActionRead: false}}))
+	response := middlewareBearerRequest(router, "/api/channel/", channel)
+	assert.Equal(t, http.StatusForbidden, response.Code)
+	assert.NotContains(t, response.Body.String(), "ACCESS_TOKEN_SCOPE_DENIED")
+
+	require.NoError(t, model.DB.Model(admin).Update("status", common.UserStatusDisabled).Error)
+	response = middlewareBearerRequest(router, "/api/user/self", profile)
+	assert.Equal(t, http.StatusUnauthorized, response.Code)
+	assert.Contains(t, response.Body.String(), `"code":"AUTH_USER_DISABLED"`)
+	require.NoError(t, model.DB.Model(admin).Update("status", common.UserStatusEnabled).Error)
+	assert.Equal(t, http.StatusOK, middlewareBearerRequest(router, "/api/user/self", profile).Code, "disabling a user keeps the token")
+
+	require.NoError(t, model.DB.Model(&model.Option{}).Where(&model.Option{Key: "LegacyAccessTokenRetireAt"}).Update("value", fmt.Sprint(time.Now().Unix()-1)).Error)
+	require.NoError(t, model.EnsureLegacyAccessTokenRetireAt(time.Now().Unix()))
+	response = middlewareBearerRequest(router, "/api/user/self", legacy)
+	assert.Equal(t, http.StatusUnauthorized, response.Code)
+	assert.Contains(t, response.Body.String(), `"code":"ACCESS_TOKEN_LEGACY_RETIRED"`)
+	response = middlewareBearerRequest(router, "/api/pricing", legacy)
+	assert.Equal(t, http.StatusOK, response.Code)
+	assert.JSONEq(t, `{"id":0}`, response.Body.String(), "optional authentication treats a retired token as anonymous")
+	assert.Equal(t, http.StatusOK, middlewareBearerRequest(router, "/api/user/self", profile).Code, "the deadline only retires legacy tokens")
+}
+
+func TestAccessTokenIdentityAndSingleLookup(t *testing.T) {
+	setupDashboardAuthMiddlewareTest(t)
+	gin.SetMode(gin.TestMode)
+	legacy := "middleware-identity-legacy"
+	user := createMiddlewarePATUser(t, "identity-user", legacy)
+	scoped, token := createMiddlewareScopedToken(t, user.Id, 0, "profile:read")
+
+	router := gin.New()
+	router.Use(AccessTokenAudit())
+	router.GET("/api/user/self", UserAuth(), func(c *gin.Context) {
+		_, session := GetSessionAuthIdentity(c)
+		identity, stepUp := GetStepUpIdentity(c)
+		c.JSON(http.StatusOK, gin.H{"session": session, "step_up": stepUp, "identity": identity})
+	})
+
+	var queries []string
+	const callbackName = "test:access-token-lookup-count"
+	require.NoError(t, model.DB.Callback().Query().After("gorm:query").Register(callbackName, func(tx *gorm.DB) {
+		queries = append(queries, tx.Statement.Table+" "+tx.Statement.SQL.String())
+	}))
+	t.Cleanup(func() { model.DB.Callback().Query().Remove(callbackName) })
+	countQueries := func(table, fragment string) int {
+		count := 0
+		for _, query := range queries {
+			if strings.HasPrefix(query, table+" ") && strings.Contains(query, fragment) {
+				count++
+			}
+		}
+		return count
+	}
+
+	for _, test := range []struct {
+		name, token string
+		stepUp      bool
+		tokenTable  int
+		legacyQuery int
+	}{
+		{name: "scoped token", token: scoped, stepUp: true, tokenTable: 1},
+		{name: "legacy token", token: legacy, legacyQuery: 1},
+	} {
+		t.Run(test.name, func(t *testing.T) {
+			queries = nil
+			response := middlewareBearerRequest(router, "/api/user/self", test.token)
+			require.Equal(t, http.StatusOK, response.Code, response.Body.String())
+			var body struct {
+				Session  bool                 `json:"session"`
+				StepUp   bool                 `json:"step_up"`
+				Identity service.AuthIdentity `json:"identity"`
+			}
+			require.NoError(t, common.Unmarshal(response.Body.Bytes(), &body))
+			assert.False(t, body.Session, "an access token is never a browser session")
+			assert.Equal(t, test.stepUp, body.StepUp)
+			if test.stepUp {
+				assert.Equal(t, service.AuthIdentity{UserID: user.Id, SessionID: model.AccessTokenSessionID(token.Id), UserAuthVersion: user.AuthVersion, SessionVersion: model.AccessTokenSessionVersion}, body.Identity)
+			}
+			// The access audit and authentication share one lookup: the
+			// credential query plus the owner's user row.
+			assert.Len(t, queries, 2)
+			assert.Equal(t, test.tokenTable, countQueries("user_access_tokens", "token_hash"))
+			assert.Equal(t, test.legacyQuery, countQueries("users", "access_token = "))
+		})
+	}
+}
+
 func TestAPIKeyFromWebSocketSubprotocol(t *testing.T) {
 	tests := []struct {
 		name      string
diff --git a/middleware/distributor.go b/middleware/distributor.go
index db0d2ca..bddcba3 100644
--- a/middleware/distributor.go
+++ b/middleware/distributor.go
@@ -57,7 +57,7 @@ func Distribute() func(c *gin.Context) {
 		service.AppendTaskPluginIdentityFilter(c, c.GetString("expected_task_plugin_key"))
 		modelRequest, shouldSelectChannel, err := getModelRequest(c)
 		if err != nil {
-			abortWithOpenAiMessage(c, http.StatusBadRequest, i18n.T(c, i18n.MsgDistributorInvalidRequest, map[string]any{"Error": err.Error()}))
+			abortWithOpenAiMessage(c, invalidRequestStatus(err), i18n.T(c, i18n.MsgDistributorInvalidRequest, map[string]any{"Error": err.Error()}))
 			return
 		}
 		requestedStream = modelRequest.Stream || strings.Contains(c.Request.URL.Path, "streamGenerateContent") || strings.EqualFold(c.GetHeader("Upgrade"), "websocket")
@@ -130,14 +130,7 @@ func Distribute() func(c *gin.Context) {
 					message = i18n.T(c, selectErr.MessageID, selectErr.Params)
 				}
 				if service.RequestRoutingPolicy(c) != nil && selectErr.NoAvailableChannel {
-					if c.GetBool("pool_degradation_unavailable") {
-						message = "Group quality checks are temporarily unavailable. Please retry later."
-					} else if wait := c.GetInt("pool_retry_after"); wait > 0 {
-						message = fmt.Sprintf("No eligible group is currently available; failed groups are cooling down or being checked. Retry after %d seconds.", wait)
-						c.Header("Retry-After", fmt.Sprint(wait))
-					} else {
-						message = "No eligible group is available for this model under the current pool and quality settings."
-					}
+					message = noAvailableGroupPoolMessage(c)
 				}
 				rejectionMessage = message
 				abortWithOpenAiMessage(c, selectErr.StatusCode, message, selectErr.Code)
@@ -157,6 +150,13 @@ func Distribute() func(c *gin.Context) {
 	}
 }
 
+func noAvailableGroupPoolMessage(c *gin.Context) string {
+	if wait := c.GetInt("pool_retry_after"); wait > 0 {
+		c.Header("Retry-After", fmt.Sprint(wait))
+	}
+	return "分组池中无条件内可用分组"
+}
+
 // noAvailableChannelMessage explains a 503 for a task-plugin-claimed model.
 // The response tells the caller the model is plugin-claimed without naming the
 // plugin; the candidate plugin keys go to the server log under the request id.
@@ -175,7 +175,7 @@ func noAvailableChannelMessage(c *gin.Context, group, modelName string) string {
 				}
 			}
 		}
-		logger.LogWarn(c, "task_plugin subsystem=distribution event=no_available_channel group=%q model=%q plugins=%q reason=no_eligible_channel", group, modelName, strings.Join(keys, ","))
+		logger.LogWarn(c, common.LogText("task_plugin subsystem=distribution event=no_available_channel group=%q model=%q plugins=%q reason=no_eligible_channel", group, modelName, strings.Join(keys, ",")))
 		return i18n.T(c, i18n.MsgDistributorNoAvailableChannelTaskPlugin, map[string]any{"Group": group, "Model": modelName})
 	}
 	return i18n.T(c, i18n.MsgDistributorNoAvailableChannel, map[string]any{"Group": group, "Model": modelName})
@@ -190,11 +190,11 @@ func channelMatchesExpectedTaskPlugin(c *gin.Context, channel *model.Channel, ex
 			return true
 		}
 	}
-	if channel.Type == constant.ChannelTypeTaskPlugin {
-		return expected != "" && channel.GetSetting().TaskPluginKey == expected
-	}
 	if expected == "" {
-		return true
+		return channel.Type != constant.ChannelTypeTaskPlugin
+	}
+	if channel.Type == constant.ChannelTypeTaskPlugin || channel.Type == constant.ChannelTypeNewAPI {
+		return channel.GetSetting().BindsTaskPlugin(expected)
 	}
 
 	if c == nil {
@@ -224,6 +224,7 @@ func pinnedEndpointCandidateForChannel(c *gin.Context, channel *model.Channel, e
 	}
 	expectedOwned := false
 	selected := jsplugin.ProtocolBinding{}
+	setting := channel.GetSetting()
 	for _, candidate := range candidates {
 		if candidate.Plugin == nil {
 			continue
@@ -231,8 +232,12 @@ func pinnedEndpointCandidateForChannel(c *gin.Context, channel *model.Channel, e
 		if candidate.Plugin.Meta.Key == expected {
 			expectedOwned = true
 		}
-		if channel.Type == constant.ChannelTypeTaskPlugin {
-			if channel.GetSetting().TaskPluginKey == candidate.Plugin.Meta.Key {
+		if channel.Type == constant.ChannelTypeTaskPlugin || channel.Type == constant.ChannelTypeNewAPI {
+			// A New API channel may bind several candidates. The first bound
+			// candidate in generation order executes, so the billing provider
+			// depends only on the channel and the request, never on which
+			// channels an earlier retry attempt happened to try.
+			if selected.Plugin == nil && setting.BindsTaskPlugin(candidate.Plugin.Meta.Key) {
 				selected = candidate
 			}
 			continue
@@ -258,17 +263,13 @@ func getModelFromRequest(c *gin.Context) (*ModelRequest, error) {
 		}
 	}
 	if strings.HasPrefix(c.Request.Header.Get("Content-Type"), "application/json") {
-		modelRequest, err := getModelFromJSONBody(c)
-		if err != nil {
-			return nil, errors.New(i18n.T(c, i18n.MsgDistributorInvalidRequest, map[string]any{"Error": err.Error()}))
-		}
-		return modelRequest, nil
+		return getModelFromJSONBody(c)
 	}
 
 	var modelRequest ModelRequest
 	err := common.UnmarshalBodyReusable(c, &modelRequest)
 	if err != nil {
-		return nil, errors.New(i18n.T(c, i18n.MsgDistributorInvalidRequest, map[string]any{"Error": err.Error()}))
+		return nil, err
 	}
 	return &modelRequest, nil
 }
@@ -402,7 +403,7 @@ func getModelRequest(c *gin.Context) (*ModelRequest, bool, error) {
 			midjourneyRequest := taskdto.MidjourneyRequest{}
 			err = common.UnmarshalBodyReusable(c, &midjourneyRequest)
 			if err != nil {
-				return nil, false, errors.New(i18n.T(c, i18n.MsgDistributorInvalidMidjourney, map[string]any{"Error": err.Error()}))
+				return nil, false, err
 			}
 			midjourneyModel, mjErr, success := service.GetMjRequestModel(relayMode, &midjourneyRequest)
 			if mjErr != nil {
@@ -491,6 +492,13 @@ func getModelRequest(c *gin.Context) (*ModelRequest, bool, error) {
 			modelRequest.Model = c.Param("model")
 		}
 	}
+	// The routing name is also the billing name, so a model named in the body
+	// must not replace it: DeepSeek ignores that field.
+	if strings.HasPrefix(c.Request.URL.Path, "/v1/tools/search") {
+		modelRequest.Model = constant.DeepSeekSearchModel
+	} else if strings.HasPrefix(c.Request.URL.Path, "/v1/tools/fetch") {
+		modelRequest.Model = constant.DeepSeekFetchModel
+	}
 	if strings.HasPrefix(c.Request.URL.Path, "/v1/images/generations") {
 		modelRequest.Model = common.GetStringIfEmpty(modelRequest.Model, "dall-e")
 	} else if strings.HasPrefix(c.Request.URL.Path, "/v1/images/edits") {
@@ -620,8 +628,15 @@ func SetupContextForSelectedChannel(c *gin.Context, channel *model.Channel, mode
 	common.SetContextKey(c, constant.ContextKeyChannelCreateTime, channel.CreatedTime)
 	common.SetContextKey(c, constant.ContextKeyChannelSetting, channel.GetSetting())
 	common.SetContextKey(c, constant.ContextKeyChannelOtherSetting, channel.GetOtherSettings())
-	if channel.Type == constant.ChannelTypeTaskPlugin {
+	switch channel.Type {
+	case constant.ChannelTypeTaskPlugin:
 		c.Set("task_plugin_key", channel.GetSetting().TaskPluginKey)
+	case constant.ChannelTypeNewAPI:
+		// The bound plugin verified above executes; ordinary requests through
+		// the same gateway channel carry no pinned plugin.
+		if executing := c.GetString("expected_task_plugin_key"); executing != "" {
+			c.Set("task_plugin_key", executing)
+		}
 	}
 	logTaskPluginChannelDecision(c, channel, modelName, "channel_selected", "")
 	paramOverride := channel.GetParamOverride()
diff --git a/middleware/distributor_test.go b/middleware/distributor_test.go
index 0fdddd6..9a9b6a6 100644
--- a/middleware/distributor_test.go
+++ b/middleware/distributor_test.go
@@ -168,6 +168,27 @@ func TestTokenModelLimitAllowsLegacyAliasAndModifierVariant(t *testing.T) {
 	assert.True(t, TokenModelLimitAllows(wildcard, "gemini-2.5-flash-thinking-8192"))
 }
 
+// /v1/tools/search and /v1/tools/fetch always route and bill by the DeepSeek
+// routing names. A model named in the body is ignored: a chat model there
+// would price the call at zero tokens.
+func TestGetModelRequestAssignsDeepSeekToolRoutingNames(t *testing.T) {
+	gin.SetMode(gin.TestMode)
+	for _, tc := range []struct{ path, body, want string }{
+		{"/v1/tools/search", `{"query":"deepseek","count":3}`, constant.DeepSeekSearchModel},
+		{"/v1/tools/fetch", `{"url":"https://example.com/"}`, constant.DeepSeekFetchModel},
+		{"/v1/tools/search", `{"query":"deepseek","model":"deepseek-flash"}`, constant.DeepSeekSearchModel},
+		{"/v1/tools/fetch", `{"url":"https://example.com/","model":"deepseek-v4-pro"}`, constant.DeepSeekFetchModel},
+	} {
+		c, _ := gin.CreateTestContext(httptest.NewRecorder())
+		c.Request = httptest.NewRequest(http.MethodPost, tc.path, strings.NewReader(tc.body))
+		c.Request.Header.Set("Content-Type", "application/json")
+		modelRequest, shouldSelectChannel, err := getModelRequest(c)
+		require.NoError(t, err, tc.body)
+		assert.True(t, shouldSelectChannel, tc.body)
+		assert.Equal(t, tc.want, modelRequest.Model, tc.body)
+	}
+}
+
 func TestTokenModelLimitAllowsExemptAtNameByFullName(t *testing.T) {
 	settings := model_setting.GetGlobalSettings()
 	original := append([]string(nil), settings.ThinkingModelBlacklist...)
@@ -267,6 +288,14 @@ func TestNoAvailableChannelMessageWithoutPlugin(t *testing.T) {
 	assert.Contains(t, generic, "gpt-4o")
 }
 
+func TestNoAvailableGroupPoolMessage(t *testing.T) {
+	c, _ := gin.CreateTestContext(httptest.NewRecorder())
+	c.Set("pool_retry_after", 9)
+
+	assert.Equal(t, "分组池中无条件内可用分组", noAvailableGroupPoolMessage(c))
+	assert.Equal(t, "9", c.Writer.Header().Get("Retry-After"))
+}
+
 func TestSharedEndpointRebindsToSelectedType61Plugin(t *testing.T) {
 	registry := jsplugin.NewRegistry()
 	for _, key := range []string{"alpha", "beta"} {
@@ -290,3 +319,54 @@ func TestSharedEndpointRebindsToSelectedType61Plugin(t *testing.T) {
 	assert.Equal(t, "beta", c.GetString("expected_task_plugin_key"))
 	assert.Equal(t, "beta", c.MustGet(jsplugin.ContextKeyPinnedEndpoint).(jsplugin.PinnedEndpoint).Plugin.Meta.Key)
 }
+
+func TestChannelMatchesExpectedTaskPluginUsesNewAPIExtensions(t *testing.T) {
+	channel := &model.Channel{Type: constant.ChannelTypeNewAPI}
+	channel.SetSetting(dto.ChannelSettings{TaskPluginKey: "single", TaskExtendPluginKeys: []string{"ext-alpha", "ext-beta"}})
+
+	assert.True(t, channelMatchesExpectedTaskPlugin(nil, channel, "ext-alpha"))
+	assert.True(t, channelMatchesExpectedTaskPlugin(nil, channel, "single"), "the single key stays valid on a New API channel")
+	assert.False(t, channelMatchesExpectedTaskPlugin(nil, channel, "ext-gamma"))
+	assert.True(t, channelMatchesExpectedTaskPlugin(nil, channel, ""), "requests without a pinned plugin still use the gateway")
+	assert.False(t, channelMatchesExpectedTaskPlugin(nil, &model.Channel{Type: constant.ChannelTypeNewAPI}, "ext-alpha"))
+}
+
+func TestSharedEndpointRebindsToBoundNewAPIExtension(t *testing.T) {
+	registry := jsplugin.NewRegistry()
+	for _, key := range []string{"alpha", "beta"} {
+		source := strings.Replace(distributorEndpointPluginSource(key, 0), "channelTypes: [0],", "", 1)
+		_, err := registry.Register(source, jsplugin.Options{})
+		require.NoError(t, err)
+	}
+	generation := registry.Generation()
+	candidates := generation.LookupEndpointCandidates("POST", "/v1/responses", "task-model")
+	require.Len(t, candidates, 2)
+	pin := func(expected string) *gin.Context {
+		pinned := candidates[0]
+		if candidates[1].Plugin.Meta.Key == expected {
+			pinned = candidates[1]
+		}
+		c, _ := gin.CreateTestContext(nil)
+		c.Set(jsplugin.ContextKeyPinnedPlugin, jsplugin.PinnedPlugin{Generation: generation, Plugin: pinned.Plugin})
+		c.Set(jsplugin.ContextKeyPinnedEndpoint, jsplugin.PinnedEndpoint{Generation: generation, Plugin: pinned.Plugin, Protocol: pinned.Protocol, Operation: pinned.Operation, Model: "task-model", Candidates: candidates})
+		c.Set("expected_task_plugin_key", expected)
+		return c
+	}
+
+	channel := &model.Channel{Id: 3, Type: constant.ChannelTypeNewAPI}
+	channel.SetSetting(dto.ChannelSettings{TaskExtendPluginKeys: []string{"unrelated"}})
+	assert.False(t, channelMatchesExpectedTaskPlugin(pin("alpha"), channel, "alpha"))
+
+	channel.SetSetting(dto.ChannelSettings{TaskExtendPluginKeys: []string{"beta"}})
+	c := pin("alpha")
+	require.Nil(t, SetupContextForSelectedChannel(c, channel, "task-model"))
+	assert.Equal(t, "beta", c.GetString("task_plugin_key"), "the only bound candidate executes")
+	assert.Equal(t, "beta", c.GetString("expected_task_plugin_key"))
+	assert.Equal(t, "beta", c.MustGet(jsplugin.ContextKeyPinnedEndpoint).(jsplugin.PinnedEndpoint).Plugin.Meta.Key)
+
+	channel.SetSetting(dto.ChannelSettings{TaskExtendPluginKeys: []string{"alpha", "beta"}})
+	c = pin("beta")
+	require.Nil(t, SetupContextForSelectedChannel(c, channel, "task-model"))
+	assert.Equal(t, "alpha", c.GetString("task_plugin_key"), "the first bound candidate executes regardless of the earlier pin")
+	assert.Equal(t, "alpha", c.MustGet(jsplugin.ContextKeyPinnedEndpoint).(jsplugin.PinnedEndpoint).Plugin.Meta.Key)
+}
diff --git a/middleware/email-verification-rate-limit.go b/middleware/email-verification-rate-limit.go
index 49081b5..932a347 100644
--- a/middleware/email-verification-rate-limit.go
+++ b/middleware/email-verification-rate-limit.go
@@ -1,7 +1,6 @@
 package middleware
 
 import (
-	"fmt"
 	"net/http"
 
 	"github.com/QuantumNous/new-api/common"
@@ -36,10 +35,7 @@ func redisEmailVerificationRateLimiter(c *gin.Context) {
 		waitSeconds = ttlSeconds
 	}
 
-	c.JSON(http.StatusTooManyRequests, gin.H{
-		"success": false,
-		"message": fmt.Sprintf("发送过于频繁，请等待 %d 秒后再试", waitSeconds),
-	})
+	common.ApiErrorStatus(c, http.StatusTooManyRequests, common.NewMessage("Please wait {{seconds}} seconds before requesting another verification code.", map[string]any{"seconds": waitSeconds}))
 	c.Abort()
 }
 
@@ -47,10 +43,7 @@ func memoryEmailVerificationRateLimiter(c *gin.Context) {
 	key := EmailVerificationRateLimitMark + ":" + c.ClientIP()
 
 	if !inMemoryRateLimiter.Request(key, EmailVerificationMaxRequests, EmailVerificationDuration) {
-		c.JSON(http.StatusTooManyRequests, gin.H{
-			"success": false,
-			"message": "发送过于频繁，请稍后再试",
-		})
+		common.ApiErrorStatus(c, http.StatusTooManyRequests, common.NewMessage("Please wait before requesting another verification code."))
 		c.Abort()
 		return
 	}
diff --git a/middleware/frontend_static.go b/middleware/frontend_static.go
new file mode 100644
index 0000000..5f3010e
--- /dev/null
+++ b/middleware/frontend_static.go
@@ -0,0 +1,109 @@
+package middleware
+
+import (
+	"bytes"
+	"compress/gzip"
+	"errors"
+	"io"
+	"mime"
+	"net/http"
+	"path"
+	"strconv"
+	"strings"
+	"sync"
+
+	ginGzip "github.com/gin-contrib/gzip"
+	"github.com/gin-contrib/static"
+	"github.com/gin-gonic/gin"
+)
+
+// precompressedFile is the gzip encoding of one frontend build file.
+type precompressedFile struct {
+	once        sync.Once
+	body        []byte
+	contentType string
+	err         error
+}
+
+// ServeFrontendFiles serves files from the embedded frontend build. The build
+// never changes while the process runs, so each file is gzip-compressed once
+// and the bytes are reused, instead of recompressing multi-megabyte chunks on
+// every request. The cache holds at most one entry per build file. Clients
+// without gzip, the image types the gzip middleware skips, directories, and
+// the index.html redirect keep using http.FileServer.
+func ServeFrontendFiles(frontendFS static.ServeFileSystem) gin.HandlerFunc {
+	fileServer := http.FileServer(frontendFS)
+	var cache sync.Map // URL path -> *precompressedFile
+	return func(c *gin.Context) {
+		urlPath := c.Request.URL.Path
+		if !frontendFS.Exists("/", urlPath) {
+			return
+		}
+		c.Abort()
+		if !strings.Contains(c.GetHeader("Accept-Encoding"), "gzip") ||
+			ginGzip.DefaultExcludedExtentions.Contains(path.Ext(urlPath)) ||
+			strings.HasSuffix(urlPath, "/index.html") {
+			fileServer.ServeHTTP(c.Writer, c.Request)
+			return
+		}
+
+		value, ok := cache.Load(urlPath)
+		if !ok {
+			value, _ = cache.LoadOrStore(urlPath, &precompressedFile{})
+		}
+		file := value.(*precompressedFile)
+		file.once.Do(func() {
+			f, err := frontendFS.Open(urlPath)
+			if err != nil {
+				file.err = err
+				return
+			}
+			defer f.Close()
+			info, err := f.Stat()
+			if err != nil {
+				file.err = err
+				return
+			}
+			if info.IsDir() {
+				file.err = errors.New("directory")
+				return
+			}
+			raw, err := io.ReadAll(f)
+			if err != nil {
+				file.err = err
+				return
+			}
+			var compressed bytes.Buffer
+			writer := gzip.NewWriter(&compressed)
+			if _, err := writer.Write(raw); err != nil {
+				file.err = err
+				return
+			}
+			if err := writer.Close(); err != nil {
+				file.err = err
+				return
+			}
+			// Match http.FileServer: extension first, then content sniffing.
+			file.contentType = mime.TypeByExtension(path.Ext(urlPath))
+			if file.contentType == "" {
+				file.contentType = http.DetectContentType(raw)
+			}
+			file.body = bytes.Clone(compressed.Bytes())
+		})
+		if file.err != nil {
+			fileServer.ServeHTTP(c.Writer, c.Request)
+			return
+		}
+
+		// Range requests get the whole body; a server may ignore Range.
+		header := c.Writer.Header()
+		header.Set("Content-Encoding", "gzip")
+		header.Set("Vary", "Accept-Encoding")
+		header.Set("Content-Type", file.contentType)
+		header.Set("Content-Length", strconv.Itoa(len(file.body)))
+		c.Writer.WriteHeader(http.StatusOK)
+		if c.Request.Method != http.MethodHead {
+			_, _ = c.Writer.Write(file.body)
+		}
+	}
+}
diff --git a/middleware/frontend_static_test.go b/middleware/frontend_static_test.go
new file mode 100644
index 0000000..c0fb24e
--- /dev/null
+++ b/middleware/frontend_static_test.go
@@ -0,0 +1,106 @@
+package middleware
+
+import (
+	"bytes"
+	"compress/gzip"
+	"io"
+	"net/http"
+	"net/http/httptest"
+	"os"
+	"path/filepath"
+	"strconv"
+	"strings"
+	"sync"
+	"sync/atomic"
+	"testing"
+
+	"github.com/gin-contrib/static"
+	"github.com/gin-gonic/gin"
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/require"
+)
+
+type countingFrontendFS struct {
+	static.ServeFileSystem
+	opens atomic.Int32
+}
+
+func (f *countingFrontendFS) Open(name string) (http.File, error) {
+	f.opens.Add(1)
+	return f.ServeFileSystem.Open(name)
+}
+
+func performFrontendRequest(router http.Handler, method, target, acceptEncoding string) *httptest.ResponseRecorder {
+	recorder := httptest.NewRecorder()
+	request := httptest.NewRequest(method, target, nil)
+	if acceptEncoding != "" {
+		request.Header.Set("Accept-Encoding", acceptEncoding)
+	}
+	router.ServeHTTP(recorder, request)
+	return recorder
+}
+
+func TestServeFrontendFilesCompressesEachFileOnce(t *testing.T) {
+	gin.SetMode(gin.TestMode)
+	frontendDir := t.TempDir()
+	script := []byte(strings.Repeat("export const answer = 42;\n", 400))
+	image := []byte("\x89PNG\r\n\x1a\nnot-really-an-image")
+	require.NoError(t, os.MkdirAll(filepath.Join(frontendDir, "static", "js"), 0o755))
+	require.NoError(t, os.WriteFile(filepath.Join(frontendDir, "static", "js", "app.js"), script, 0o644))
+	require.NoError(t, os.WriteFile(filepath.Join(frontendDir, "logo.png"), image, 0o644))
+	require.NoError(t, os.WriteFile(filepath.Join(frontendDir, "index.html"), []byte("<html></html>"), 0o644))
+	frontendFS := &countingFrontendFS{ServeFileSystem: static.LocalFile(frontendDir, false)}
+
+	router := gin.New()
+	router.NoRoute(ServeFrontendFiles(frontendFS), func(c *gin.Context) {
+		c.String(http.StatusTeapot, "fallback")
+	})
+
+	plain := performFrontendRequest(router, http.MethodGet, "/static/js/app.js", "")
+	require.Equal(t, http.StatusOK, plain.Code)
+	assert.Empty(t, plain.Header().Get("Content-Encoding"))
+	assert.Equal(t, script, plain.Body.Bytes())
+	frontendFS.opens.Store(0)
+
+	responses := make([]*httptest.ResponseRecorder, 8)
+	var wg sync.WaitGroup
+	for i := range responses {
+		wg.Go(func() {
+			responses[i] = performFrontendRequest(router, http.MethodGet, "/static/js/app.js", "gzip, deflate, br")
+		})
+	}
+	wg.Wait()
+	for _, response := range responses {
+		require.Equal(t, http.StatusOK, response.Code)
+		assert.Equal(t, "gzip", response.Header().Get("Content-Encoding"))
+		assert.Equal(t, "Accept-Encoding", response.Header().Get("Vary"))
+		assert.Equal(t, plain.Header().Get("Content-Type"), response.Header().Get("Content-Type"))
+		assert.Equal(t, strconv.Itoa(response.Body.Len()), response.Header().Get("Content-Length"))
+		assert.Equal(t, responses[0].Body.Bytes(), response.Body.Bytes())
+	}
+	reader, err := gzip.NewReader(bytes.NewReader(responses[0].Body.Bytes()))
+	require.NoError(t, err)
+	decoded, err := io.ReadAll(reader)
+	require.NoError(t, err)
+	assert.Equal(t, script, decoded)
+
+	head := performFrontendRequest(router, http.MethodHead, "/static/js/app.js", "gzip")
+	assert.Equal(t, http.StatusOK, head.Code)
+	assert.Equal(t, "gzip", head.Header().Get("Content-Encoding"))
+	assert.Equal(t, strconv.Itoa(responses[0].Body.Len()), head.Header().Get("Content-Length"))
+	assert.Empty(t, head.Body.Bytes())
+	assert.Equal(t, int32(1), frontendFS.opens.Load(), "the file must be read and compressed once")
+
+	png := performFrontendRequest(router, http.MethodGet, "/logo.png", "gzip")
+	assert.Equal(t, http.StatusOK, png.Code)
+	assert.Empty(t, png.Header().Get("Content-Encoding"))
+	assert.Equal(t, image, png.Body.Bytes())
+
+	index := performFrontendRequest(router, http.MethodGet, "/index.html", "gzip")
+	assert.Equal(t, http.StatusMovedPermanently, index.Code)
+	assert.Equal(t, "./", index.Header().Get("Location"))
+
+	missing := performFrontendRequest(router, http.MethodGet, "/static/js/missing.js", "gzip")
+	assert.Equal(t, http.StatusTeapot, missing.Code)
+	assert.Equal(t, "fallback", missing.Body.String())
+}
diff --git a/middleware/header_nav.go b/middleware/header_nav.go
index 70aa186..9f2b2fe 100644
--- a/middleware/header_nav.go
+++ b/middleware/header_nav.go
@@ -105,6 +105,11 @@ func HeaderNavModuleAuth(module string) gin.HandlerFunc {
 	return func(c *gin.Context) {
 		access := getHeaderNavAccess(module)
 		if !access.Enabled {
+			// Keep root pricing management available without reopening the public model square.
+			if module == "pricing" && c.GetHeader("Authorization") != "" {
+				RootAuth()(c)
+				return
+			}
 			c.JSON(http.StatusForbidden, gin.H{
 				"success": false,
 				"message": fmt.Sprintf("%s is disabled", module),
diff --git a/middleware/header_nav_test.go b/middleware/header_nav_test.go
index 6ed0b0a..ee6c0eb 100644
--- a/middleware/header_nav_test.go
+++ b/middleware/header_nav_test.go
@@ -4,12 +4,14 @@ import (
 	"net/http"
 	"net/http/httptest"
 	"testing"
+	"time"
 
 	"github.com/QuantumNous/new-api/common"
 	"github.com/QuantumNous/new-api/model"
 	"github.com/QuantumNous/new-api/service"
 	"github.com/gin-gonic/gin"
 	"github.com/glebarez/sqlite"
+	"github.com/stretchr/testify/assert"
 	"github.com/stretchr/testify/require"
 	"gorm.io/gorm"
 )
@@ -50,9 +52,10 @@ func performHeaderNavRequest(t *testing.T, handler gin.HandlerFunc, authenticate
 		previousDB, previousRedis := model.DB, common.RedisEnabled
 		db, err := gorm.Open(sqlite.Open(":memory:"), &gorm.Config{})
 		require.NoError(t, err)
-		require.NoError(t, db.AutoMigrate(&model.User{}))
+		require.NoError(t, db.AutoMigrate(&model.User{}, &model.Option{}))
 		model.DB = db
 		common.RedisEnabled = false
+		require.NoError(t, model.EnsureLegacyAccessTokenRetireAt(time.Now().Unix()))
 		t.Cleanup(func() {
 			model.DB = previousDB
 			common.RedisEnabled = previousRedis
@@ -96,6 +99,79 @@ func TestHeaderNavModuleAuthRejectsDisabledPricing(t *testing.T) {
 	require.Equal(t, http.StatusForbidden, recorder.Code)
 }
 
+func TestDisabledPricingRequiresRootAuthentication(t *testing.T) {
+	for _, tc := range []struct {
+		name       string
+		module     string
+		options    string
+		role       int
+		credential string
+		wantStatus int
+	}{
+		{name: "root", role: common.RoleRootUser, wantStatus: http.StatusOK},
+		{name: "root with login required", options: `{"pricing":{"enabled":false,"requireAuth":true}}`, role: common.RoleRootUser, wantStatus: http.StatusOK},
+		{name: "root with legacy disabled setting", options: `{"pricing":false}`, role: common.RoleRootUser, wantStatus: http.StatusOK},
+		{name: "ordinary user", role: common.RoleCommonUser, wantStatus: http.StatusForbidden},
+		{name: "non-root administrator", role: common.RoleAdminUser, wantStatus: http.StatusForbidden},
+		{name: "expired root token", role: common.RoleRootUser, credential: "expired", wantStatus: http.StatusUnauthorized},
+		{name: "tampered root token", role: common.RoleRootUser, credential: "tampered", wantStatus: http.StatusUnauthorized},
+		{name: "revoked root session", role: common.RoleRootUser, credential: "revoked", wantStatus: http.StatusUnauthorized},
+		{name: "disabled root account", role: common.RoleRootUser, credential: "banned", wantStatus: http.StatusUnauthorized},
+		{name: "root cannot bypass disabled rankings", module: "rankings", options: `{"rankings":false}`, role: common.RoleRootUser, wantStatus: http.StatusForbidden},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			setupDashboardAuthMiddlewareTest(t)
+			gin.SetMode(gin.TestMode)
+			options := tc.options
+			if options == "" {
+				options = `{"pricing":{"enabled":false,"requireAuth":false}}`
+			}
+			withHeaderNavModules(t, options)
+			user := model.User{
+				Username: "pricing-reader", Password: "unused-password-hash", Role: tc.role,
+				Status: common.UserStatusEnabled, Group: "default", AuthVersion: 1,
+			}
+			require.NoError(t, model.DB.Create(&user).Error)
+			bundle, err := service.CreateLoginSession(user.Id, "password", "127.0.0.1", "header-nav-test")
+			require.NoError(t, err)
+			token := bundle.AccessToken
+			switch tc.credential {
+			case "expired":
+				identity, internal, err := service.ParseDashboardAccessToken(token)
+				require.NoError(t, err)
+				require.True(t, internal)
+				token = issueExpiredDashboardAccessToken(t, identity)
+			case "tampered":
+				token = tamperDashboardToken(token)
+			case "revoked":
+				revoked, err := model.RevokeUserSession(user.Id, bundle.Session.SID, "test")
+				require.NoError(t, err)
+				require.True(t, revoked)
+			case "banned":
+				require.NoError(t, model.DB.Model(&user).Update("status", common.UserStatusDisabled).Error)
+			}
+
+			module := tc.module
+			if module == "" {
+				module = "pricing"
+			}
+			handled := false
+			router := gin.New()
+			router.GET("/api/"+module, HeaderNavModuleAuth(module), func(c *gin.Context) {
+				handled = true
+				assert.Equal(t, user.Id, c.GetInt("id"))
+				assert.Equal(t, common.RoleRootUser, c.GetInt("role"))
+				c.JSON(http.StatusOK, gin.H{"success": true})
+			})
+
+			response := middlewareBearerRequest(router, "/api/"+module, token)
+
+			assert.Equal(t, tc.wantStatus, response.Code)
+			assert.Equal(t, tc.wantStatus == http.StatusOK, handled)
+		})
+	}
+}
+
 func TestHeaderNavModuleAuthRequiresLoginForPricing(t *testing.T) {
 	raw := `{"pricing":{"enabled":true,"requireAuth":true}}`
 	withHeaderNavModules(t, raw)
diff --git a/middleware/i18n.go b/middleware/i18n.go
index df8282c..3406776 100644
--- a/middleware/i18n.go
+++ b/middleware/i18n.go
@@ -18,8 +18,8 @@ func I18n() gin.HandlerFunc {
 	}
 }
 
-// detectLanguage determines the language preference for the request
-// Priority: 1. User setting (if logged in) -> 2. Accept-Language header -> 3. Default language
+// detectLanguage returns the language the request states, or "" when it states
+// none. Priority: 1. User setting (if logged in) -> 2. Accept-Language header
 func detectLanguage(c *gin.Context) string {
 	// 1. Try to get language from user setting (set by auth middleware)
 	if userSetting, ok := common.GetContextKeyType[dto.UserSetting](c, constant.ContextKeyUserSetting); ok {
@@ -29,22 +29,5 @@ func detectLanguage(c *gin.Context) string {
 	}
 
 	// 2. Parse Accept-Language header
-	acceptLang := c.GetHeader("Accept-Language")
-	if acceptLang != "" {
-		lang := i18n.ParseAcceptLanguage(acceptLang)
-		if i18n.IsSupported(lang) {
-			return lang
-		}
-	}
-
-	// 3. Return default language
-	return i18n.DefaultLang
-}
-
-// GetLanguage returns the current language from gin context
-func GetLanguage(c *gin.Context) string {
-	if lang := c.GetString(string(constant.ContextKeyLanguage)); lang != "" {
-		return lang
-	}
-	return i18n.DefaultLang
+	return i18n.ParseAcceptLanguage(c.GetHeader("Accept-Language"))
 }
diff --git a/middleware/model-rate-limit.go b/middleware/model-rate-limit.go
index 84aefb9..22d92e2 100644
--- a/middleware/model-rate-limit.go
+++ b/middleware/model-rate-limit.go
@@ -11,6 +11,7 @@ import (
 	"github.com/QuantumNous/new-api/common"
 	"github.com/QuantumNous/new-api/common/limiter"
 	"github.com/QuantumNous/new-api/constant"
+	"github.com/QuantumNous/new-api/i18n"
 	relaycommon "github.com/QuantumNous/new-api/relay/common"
 	"github.com/QuantumNous/new-api/setting"
 
@@ -78,28 +79,27 @@ func recordRedisRequest(ctx context.Context, rdb *redis.Client, key string, maxC
 }
 
 // Redis限流处理器
-func redisRateLimitHandler(duration int64, totalMaxCount, successMaxCount int) gin.HandlerFunc {
+func redisRateLimitHandler(subject string, duration int64, totalMaxCount, successMaxCount int) gin.HandlerFunc {
 	return func(c *gin.Context) {
-		userId := strconv.Itoa(c.GetInt("id"))
 		ctx := context.Background()
 		rdb := common.RDB
 
 		// 1. 检查成功请求数限制
-		successKey := fmt.Sprintf("rateLimit:%s:%s", ModelRequestRateLimitSuccessCountMark, userId)
+		successKey := fmt.Sprintf("rateLimit:%s:%s", ModelRequestRateLimitSuccessCountMark, subject)
 		allowed, err := checkRedisRateLimit(ctx, rdb, successKey, successMaxCount, duration)
 		if err != nil {
-			fmt.Println("检查成功请求数限制失败:", err.Error())
+			fmt.Println(common.LogText("failed to check the successful request limit: %s", err.Error()))
 			abortWithOpenAiMessage(c, http.StatusInternalServerError, "rate_limit_check_failed")
 			return
 		}
 		if !allowed {
-			abortWithOpenAiMessage(c, http.StatusTooManyRequests, fmt.Sprintf("您已达到请求数限制：%d分钟内最多请求%d次", setting.ModelRequestRateLimitDurationMinutes, successMaxCount))
+			abortWithOpenAiMessage(c, http.StatusTooManyRequests, i18n.T(c, i18n.MsgRateLimitReached, map[string]any{"Minutes": setting.ModelRequestRateLimitDurationMinutes, "Max": successMaxCount}))
 			return
 		}
 
 		//2.检查总请求数限制并记录总请求（当totalMaxCount为0时会自动跳过，使用令牌桶限流器
 		if totalMaxCount > 0 {
-			totalKey := fmt.Sprintf("rateLimit:%s", userId)
+			totalKey := fmt.Sprintf("rateLimit:%s", subject)
 			// 初始化
 			tb := limiter.New(ctx, rdb)
 			allowed, err = tb.Allow(
@@ -111,13 +111,13 @@ func redisRateLimitHandler(duration int64, totalMaxCount, successMaxCount int) g
 			)
 
 			if err != nil {
-				fmt.Println("检查总请求数限制失败:", err.Error())
+				fmt.Println(common.LogText("failed to check the total request limit: %s", err.Error()))
 				abortWithOpenAiMessage(c, http.StatusInternalServerError, "rate_limit_check_failed")
 				return
 			}
 
 			if !allowed {
-				abortWithOpenAiMessage(c, http.StatusTooManyRequests, fmt.Sprintf("您已达到总请求数限制：%d分钟内最多请求%d次，包括失败次数，请检查您的请求是否正确", setting.ModelRequestRateLimitDurationMinutes, totalMaxCount))
+				abortWithOpenAiMessage(c, http.StatusTooManyRequests, i18n.T(c, i18n.MsgRateLimitTotalReached, map[string]any{"Minutes": setting.ModelRequestRateLimitDurationMinutes, "Max": totalMaxCount}))
 				return
 			}
 		}
@@ -133,18 +133,16 @@ func redisRateLimitHandler(duration int64, totalMaxCount, successMaxCount int) g
 }
 
 // 内存限流处理器
-func memoryRateLimitHandler(duration int64, totalMaxCount, successMaxCount int) gin.HandlerFunc {
+func memoryRateLimitHandler(subject string, duration int64, totalMaxCount, successMaxCount int) gin.HandlerFunc {
 	inMemoryRateLimiter.Init(time.Duration(setting.ModelRequestRateLimitDurationMinutes) * time.Minute)
 
 	return func(c *gin.Context) {
-		userId := strconv.Itoa(c.GetInt("id"))
-		totalKey := ModelRequestRateLimitCountMark + userId
-		successKey := ModelRequestRateLimitSuccessCountMark + userId
+		totalKey := ModelRequestRateLimitCountMark + subject
+		successKey := ModelRequestRateLimitSuccessCountMark + subject
 
 		// 1. 检查总请求数限制（当totalMaxCount为0时跳过）
 		if totalMaxCount > 0 && !inMemoryRateLimiter.Request(totalKey, totalMaxCount, duration) {
-			c.Status(http.StatusTooManyRequests)
-			c.Abort()
+			abortWithOpenAiMessage(c, http.StatusTooManyRequests, i18n.T(c, i18n.MsgRateLimitTotalReached, map[string]any{"Minutes": setting.ModelRequestRateLimitDurationMinutes, "Max": totalMaxCount}))
 			return
 		}
 
@@ -152,7 +150,7 @@ func memoryRateLimitHandler(duration int64, totalMaxCount, successMaxCount int)
 		if successMaxCount > 0 {
 			reservation = inMemoryRateLimiter.Reserve(successKey, successMaxCount, duration)
 			if reservation == nil {
-				c.AbortWithStatus(http.StatusTooManyRequests)
+				abortWithOpenAiMessage(c, http.StatusTooManyRequests, i18n.T(c, i18n.MsgRateLimitReached, map[string]any{"Minutes": setting.ModelRequestRateLimitDurationMinutes, "Max": successMaxCount}))
 				return
 			}
 			defer reservation.Complete(false)
@@ -191,18 +189,21 @@ func ModelRequestRateLimit() func(c *gin.Context) {
 			group = common.GetContextKeyString(c, constant.ContextKeyUserGroup)
 		}
 
-		//获取分组的限流配置
+		// 获取分组的限流配置。配置了独立限流的分组按用户和分组单独计数，
+		// 其余分组共用该用户的全局计数
+		subject := strconv.Itoa(c.GetInt("id"))
 		groupTotalCount, groupSuccessCount, found := setting.GetGroupRateLimit(group)
 		if found {
 			totalMaxCount = groupTotalCount
 			successMaxCount = groupSuccessCount
+			subject += ":" + group
 		}
 
 		// 根据存储类型选择并执行限流处理器
 		if common.RedisEnabled {
-			redisRateLimitHandler(duration, totalMaxCount, successMaxCount)(c)
+			redisRateLimitHandler(subject, duration, totalMaxCount, successMaxCount)(c)
 		} else {
-			memoryRateLimitHandler(duration, totalMaxCount, successMaxCount)(c)
+			memoryRateLimitHandler(subject, duration, totalMaxCount, successMaxCount)(c)
 		}
 	}
 }
diff --git a/middleware/model_rate_limit_test.go b/middleware/model_rate_limit_test.go
index 6e09bfe..38bae0d 100644
--- a/middleware/model_rate_limit_test.go
+++ b/middleware/model_rate_limit_test.go
@@ -4,13 +4,16 @@ import (
 	"context"
 	"fmt"
 	"net/http"
+	"strconv"
 	"sync/atomic"
 	"testing"
 	"time"
 
 	"github.com/QuantumNous/new-api/common"
 	"github.com/QuantumNous/new-api/constant"
+	"github.com/QuantumNous/new-api/i18n"
 	relaycommon "github.com/QuantumNous/new-api/relay/common"
+	"github.com/QuantumNous/new-api/setting"
 	"github.com/gin-gonic/gin"
 	"github.com/stretchr/testify/assert"
 	"github.com/stretchr/testify/require"
@@ -43,17 +46,18 @@ func TestModelRedisRateLimitUsesUTCRegardlessOfLocalTimezone(t *testing.T) {
 var modelRateLimitTestUsers atomic.Int64
 
 func TestModelRateLimitStreamFailuresDoNotConsumeSuccessLimit(t *testing.T) {
+	require.NoError(t, i18n.Init())
 	for _, backend := range []string{"memory", "redis"} {
 		for _, totalLimit := range []int{0, 2} {
 			t.Run(fmt.Sprintf("%s/total=%d", backend, totalLimit), func(t *testing.T) {
-				userID := 7200000 + int(modelRateLimitTestUsers.Add(1))
-				handler := memoryRateLimitHandler(60, totalLimit, 1)
+				subject := strconv.Itoa(7200000 + int(modelRateLimitTestUsers.Add(1)))
+				handler := memoryRateLimitHandler(subject, 60, totalLimit, 1)
 				if backend == "redis" {
 					useRateLimitMiniRedis(t)
-					handler = redisRateLimitHandler(60, totalLimit, 1)
+					handler = redisRateLimitHandler(subject, 60, totalLimit, 1)
 				}
 				router := gin.New()
-				router.GET("/:outcome", func(c *gin.Context) { c.Set("id", userID) }, handler, func(c *gin.Context) {
+				router.GET("/:outcome", handler, func(c *gin.Context) {
 					status := relaycommon.NewStreamStatus()
 					if c.Param("outcome") == "failed" {
 						status.MarkFailed("server_error", "", 0)
@@ -76,10 +80,11 @@ func TestModelRateLimitStreamFailuresDoNotConsumeSuccessLimit(t *testing.T) {
 }
 
 func TestModelMemoryRateLimitReservesConcurrentSuccessAdmission(t *testing.T) {
-	userID := 7200000 + int(modelRateLimitTestUsers.Add(1))
+	require.NoError(t, i18n.Init())
+	subject := strconv.Itoa(7200000 + int(modelRateLimitTestUsers.Add(1)))
 	entered, release, finished := make(chan struct{}), make(chan struct{}), make(chan struct{})
 	router := gin.New()
-	router.GET("/:outcome", func(c *gin.Context) { c.Set("id", userID) }, memoryRateLimitHandler(60, 0, 1), func(c *gin.Context) {
+	router.GET("/:outcome", memoryRateLimitHandler(subject, 60, 0, 1), func(c *gin.Context) {
 		if c.Param("outcome") == "failed" {
 			close(entered)
 			<-release
@@ -100,3 +105,95 @@ func TestModelMemoryRateLimitReservesConcurrentSuccessAdmission(t *testing.T) {
 	assert.Equal(t, http.StatusOK, performRateLimitRequest(router, "/completed", "127.0.0.1:1000").Code)
 	assert.Equal(t, http.StatusTooManyRequests, performRateLimitRequest(router, "/completed", "127.0.0.1:1000").Code)
 }
+
+// The memory limiter answers like the Redis limiter: an OpenAI error body
+// naming the limit that was reached, not an empty 429.
+func TestModelMemoryRateLimitRejectionsReturnOpenAIError(t *testing.T) {
+	require.NoError(t, i18n.Init())
+	for _, tc := range []struct {
+		name                     string
+		totalLimit, successLimit int
+		messageKey               string
+	}{
+		{name: "total", totalLimit: 1, messageKey: i18n.MsgRateLimitTotalReached},
+		{name: "success", successLimit: 1, messageKey: i18n.MsgRateLimitReached},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			subject := strconv.Itoa(7200000 + int(modelRateLimitTestUsers.Add(1)))
+			router := gin.New()
+			router.GET("/", func(c *gin.Context) {
+				c.Set(common.RequestIdKey, "req-limited")
+			}, memoryRateLimitHandler(subject, 60, tc.totalLimit, tc.successLimit), func(c *gin.Context) {
+				c.Status(http.StatusOK)
+			})
+			require.Equal(t, http.StatusOK, performRateLimitRequest(router, "/", "127.0.0.1:1000").Code)
+
+			resp := performRateLimitRequest(router, "/", "127.0.0.1:1000")
+			assert.Equal(t, http.StatusTooManyRequests, resp.Code)
+			message := i18n.Translate("", tc.messageKey, map[string]any{"Minutes": setting.ModelRequestRateLimitDurationMinutes, "Max": 1})
+			want, err := common.Marshal(gin.H{"error": gin.H{
+				"message": common.MessageWithRequestId(message, "req-limited"),
+				"type":    "new_api_error",
+				"code":    "",
+			}})
+			require.NoError(t, err)
+			assert.JSONEq(t, string(want), resp.Body.String())
+		})
+	}
+}
+
+// A group with its own limit counts each user's requests on its own; groups
+// without one keep sharing the user's global limit.
+func TestModelRateLimitCountsConfiguredGroupsSeparately(t *testing.T) {
+	require.NoError(t, i18n.Init())
+	previousEnabled, previousMinutes := setting.ModelRequestRateLimitEnabled, setting.ModelRequestRateLimitDurationMinutes
+	previousTotal, previousSuccess := setting.ModelRequestRateLimitCount, setting.ModelRequestRateLimitSuccessCount
+	previousGroups, previousRedisEnabled := setting.ModelRequestRateLimitGroup, common.RedisEnabled
+	t.Cleanup(func() {
+		setting.ModelRequestRateLimitEnabled, setting.ModelRequestRateLimitDurationMinutes = previousEnabled, previousMinutes
+		setting.ModelRequestRateLimitCount, setting.ModelRequestRateLimitSuccessCount = previousTotal, previousSuccess
+		setting.ModelRequestRateLimitGroup, common.RedisEnabled = previousGroups, previousRedisEnabled
+	})
+	setting.ModelRequestRateLimitEnabled, setting.ModelRequestRateLimitDurationMinutes = true, 1
+	common.RedisEnabled = false
+
+	// Groups a and b have their own limits; c and d have none and share the global one.
+	steps := []struct {
+		group string
+		want  int
+	}{
+		{"a", http.StatusOK}, {"a", http.StatusTooManyRequests},
+		{"b", http.StatusOK}, {"b", http.StatusTooManyRequests},
+		{"c", http.StatusOK}, {"d", http.StatusTooManyRequests},
+	}
+	// The Redis token bucket binds to the first Redis client it sees and another
+	// test already drives it, so the total limit runs on the memory backend only.
+	for _, tc := range []struct {
+		backend, limit string
+		counts         [2]int // [total, success] for groups a and b and for the global limit
+	}{
+		{"memory", "success", [2]int{0, 1}},
+		{"redis", "success", [2]int{0, 1}},
+		{"memory", "total", [2]int{1, 1000}},
+	} {
+		t.Run(tc.backend+"/"+tc.limit, func(t *testing.T) {
+			if tc.backend == "redis" {
+				useRateLimitMiniRedis(t)
+			}
+			setting.ModelRequestRateLimitCount, setting.ModelRequestRateLimitSuccessCount = tc.counts[0], tc.counts[1]
+			setting.ModelRequestRateLimitGroup = map[string][2]int{"a": tc.counts, "b": tc.counts}
+			userID := 7200000 + int(modelRateLimitTestUsers.Add(1))
+			router := gin.New()
+			router.GET("/:group", func(c *gin.Context) {
+				c.Set("id", userID)
+				common.SetContextKey(c, constant.ContextKeyTokenGroup, c.Param("group"))
+			}, ModelRequestRateLimit(), func(c *gin.Context) {
+				c.Status(http.StatusOK)
+			})
+
+			for _, step := range steps {
+				assert.Equal(t, step.want, performRateLimitRequest(router, "/"+step.group, "127.0.0.1:1000").Code, "group %s", step.group)
+			}
+		})
+	}
+}
diff --git a/middleware/performance.go b/middleware/performance.go
index 9cef7f4..7d2fa5b 100644
--- a/middleware/performance.go
+++ b/middleware/performance.go
@@ -1,9 +1,9 @@
 package middleware
 
 import (
-	"fmt"
 	"net/http"
 	"strings"
+	"time"
 
 	"github.com/QuantumNous/new-api/common"
 	"github.com/QuantumNous/new-api/relaykit/types"
@@ -39,33 +39,11 @@ func SystemPerformanceCheck() gin.HandlerFunc {
 
 // checkSystemPerformance 检查系统性能是否超过阈值
 func checkSystemPerformance() *types.NewAPIError {
-	config := common.GetPerformanceMonitorConfig()
-	if !config.Enabled {
+	// 过载标记在采样侧完成：CPU / 内存按容器 cgroup 配额计算，并要求连续多次
+	// 超阈值；判定时再按当前阈值复核，并忽略过期采样。
+	overload := common.CheckSystemOverload(common.GetSystemStatus(), common.GetPerformanceMonitorConfig(), time.Now())
+	if overload == nil {
 		return nil
 	}
-
-	status := common.GetSystemStatus()
-
-	// 检查 CPU
-	if config.CPUThreshold > 0 && int(status.CPUUsage) > config.CPUThreshold {
-		return types.NewErrorWithStatusCode(
-			fmt.Errorf("system cpu overloaded (current: %.1f%%, threshold: %d%%)", status.CPUUsage, config.CPUThreshold),
-			"system_cpu_overloaded", http.StatusServiceUnavailable)
-	}
-
-	// 检查内存
-	if config.MemoryThreshold > 0 && int(status.MemoryUsage) > config.MemoryThreshold {
-		return types.NewErrorWithStatusCode(
-			fmt.Errorf("system memory overloaded (current: %.1f%%, threshold: %d%%)", status.MemoryUsage, config.MemoryThreshold),
-			"system_memory_overloaded", http.StatusServiceUnavailable)
-	}
-
-	// 检查磁盘
-	if config.DiskThreshold > 0 && int(status.DiskUsage) > config.DiskThreshold {
-		return types.NewErrorWithStatusCode(
-			fmt.Errorf("system disk overloaded (current: %.1f%%, threshold: %d%%)", status.DiskUsage, config.DiskThreshold),
-			"system_disk_overloaded", http.StatusServiceUnavailable)
-	}
-
-	return nil
+	return types.NewErrorWithStatusCode(overload, types.ErrorCode(overload.Code), http.StatusServiceUnavailable)
 }
diff --git a/middleware/rate-limit.go b/middleware/rate-limit.go
index 4324174..78eb54c 100644
--- a/middleware/rate-limit.go
+++ b/middleware/rate-limit.go
@@ -9,6 +9,7 @@ import (
 
 	"github.com/QuantumNous/new-api/common"
 	"github.com/QuantumNous/new-api/logger"
+	"github.com/gin-contrib/static"
 	"github.com/gin-gonic/gin"
 )
 
@@ -114,7 +115,7 @@ func redisRateLimiter(c *gin.Context, maxRequestNum int, duration int64, mark st
 		duration,
 	)
 	if err != nil {
-		logger.LogError(c.Request.Context(), fmt.Sprintf("rate limit check failed (mark=%s): %v", mark, err))
+		logger.LogError(c.Request.Context(), common.LogText("rate limit check failed (mark=%s): %v", mark, err))
 		c.Status(http.StatusInternalServerError)
 		c.Abort()
 		return
@@ -157,11 +158,26 @@ func rateLimitFactory(maxRequestNum int, duration int64, mark string) func(c *gi
 	}
 }
 
-func GlobalWebRateLimit() func(c *gin.Context) {
+// GlobalWebRateLimit limits dashboard pages and other fallback paths per IP.
+// Files that exist in the frontend build count against a separate static
+// limiter instead, so lazy-loaded chunks and icons do not use up the page
+// budget. The static limiter is disabled by default.
+func GlobalWebRateLimit(frontendFS static.ServeFileSystem) func(c *gin.Context) {
+	webLimit := defNext
 	if common.GlobalWebRateLimitEnable {
-		return rateLimitFactory(common.GlobalWebRateLimitNum, common.GlobalWebRateLimitDuration, "GW")
+		webLimit = rateLimitFactory(common.GlobalWebRateLimitNum, common.GlobalWebRateLimitDuration, "GW")
+	}
+	staticLimit := defNext
+	if common.GlobalStaticRateLimitEnable {
+		staticLimit = rateLimitFactory(common.GlobalStaticRateLimitNum, common.GlobalStaticRateLimitDuration, "GS")
+	}
+	return func(c *gin.Context) {
+		if frontendFS.Exists("/", c.Request.URL.Path) {
+			staticLimit(c)
+			return
+		}
+		webLimit(c)
 	}
-	return defNext
 }
 
 func GlobalAPIRateLimit() func(c *gin.Context) {
@@ -234,7 +250,7 @@ func userRateLimitFactory(maxRequestNum int, duration int64, mark string) func(c
 func userRedisRateLimiter(c *gin.Context, maxRequestNum int, duration int64, key string) {
 	allowed, _, ttlSeconds, err := redisFixedWindowTake(c.Request.Context(), key, maxRequestNum, duration)
 	if err != nil {
-		logger.LogError(c.Request.Context(), fmt.Sprintf("rate limit check failed (key=%s): %v", key, err))
+		logger.LogError(c.Request.Context(), common.LogText("rate limit check failed (key=%s): %v", key, err))
 		c.Status(http.StatusInternalServerError)
 		c.Abort()
 		return
diff --git a/middleware/rate_limit_test.go b/middleware/rate_limit_test.go
index 1ca4837..43ceae6 100644
--- a/middleware/rate_limit_test.go
+++ b/middleware/rate_limit_test.go
@@ -4,6 +4,8 @@ import (
 	"context"
 	"net/http"
 	"net/http/httptest"
+	"os"
+	"path/filepath"
 	"sync"
 	"sync/atomic"
 	"testing"
@@ -11,6 +13,7 @@ import (
 
 	"github.com/QuantumNous/new-api/common"
 	"github.com/alicebob/miniredis/v2"
+	"github.com/gin-contrib/static"
 	"github.com/gin-gonic/gin"
 	"github.com/go-redis/redis/v8"
 	"github.com/stretchr/testify/assert"
@@ -108,7 +111,7 @@ func TestRedisEmailVerificationRateLimiterPreservesResponseAndTTL(t *testing.T)
 	assert.Equal(t, http.StatusNoContent, performRateLimitRequest(router, "/verify", remoteAddr).Code)
 	response := performRateLimitRequest(router, "/verify", remoteAddr)
 	assert.Equal(t, http.StatusTooManyRequests, response.Code)
-	assert.JSONEq(t, `{"success":false,"message":"发送过于频繁，请等待 30 秒后再试"}`, response.Body.String())
+	assert.JSONEq(t, `{"success":false,"message":"Please wait 30 seconds before requesting another verification code.","message_key":"Please wait {{seconds}} seconds before requesting another verification code.","message_params":{"seconds":30}}`, response.Body.String())
 
 	key := redisIPRateLimitKey(EmailVerificationRateLimitMark, "192.0.2.30")
 	assert.True(t, redisServer.Exists(key))
@@ -223,3 +226,67 @@ func TestRedisFailurePolicies(t *testing.T) {
 	assert.Empty(t, userResponse.Body.String())
 	assert.Equal(t, http.StatusNoContent, performRateLimitRequest(router, "/email", "192.0.2.62:12345").Code)
 }
+
+func TestGlobalWebRateLimitCountsFrontendFilesInStaticBucket(t *testing.T) {
+	gin.SetMode(gin.TestMode)
+	previousWebEnable, previousWebNum, previousWebDuration := common.GlobalWebRateLimitEnable, common.GlobalWebRateLimitNum, common.GlobalWebRateLimitDuration
+	previousStaticEnable, previousStaticNum, previousStaticDuration := common.GlobalStaticRateLimitEnable, common.GlobalStaticRateLimitNum, common.GlobalStaticRateLimitDuration
+	t.Cleanup(func() {
+		common.GlobalWebRateLimitEnable, common.GlobalWebRateLimitNum, common.GlobalWebRateLimitDuration = previousWebEnable, previousWebNum, previousWebDuration
+		common.GlobalStaticRateLimitEnable, common.GlobalStaticRateLimitNum, common.GlobalStaticRateLimitDuration = previousStaticEnable, previousStaticNum, previousStaticDuration
+	})
+	common.GlobalWebRateLimitEnable, common.GlobalWebRateLimitNum, common.GlobalWebRateLimitDuration = true, 2, 41
+	common.GlobalStaticRateLimitNum, common.GlobalStaticRateLimitDuration = 2, 43
+
+	frontendDir := t.TempDir()
+	require.NoError(t, os.MkdirAll(filepath.Join(frontendDir, "static", "js"), 0o755))
+	require.NoError(t, os.WriteFile(filepath.Join(frontendDir, "static", "js", "app.js"), []byte("app"), 0o644))
+	frontendFS := static.LocalFile(frontendDir, false)
+
+	const clientIP = "192.0.2.70"
+	const remoteAddr = clientIP + ":12345"
+
+	t.Run("static limiter disabled by default", func(t *testing.T) {
+		redisServer, _ := useRateLimitMiniRedis(t)
+		common.GlobalStaticRateLimitEnable = false
+		router := gin.New()
+		require.NoError(t, router.SetTrustedProxies(nil))
+		router.NoRoute(GlobalWebRateLimit(frontendFS), func(c *gin.Context) { c.Status(http.StatusNoContent) })
+
+		for range 5 {
+			assert.Equal(t, http.StatusNoContent, performRateLimitRequest(router, "/static/js/app.js", remoteAddr).Code)
+		}
+		assert.Equal(t, http.StatusNoContent, performRateLimitRequest(router, "/channels", remoteAddr).Code)
+		assert.Equal(t, http.StatusNoContent, performRateLimitRequest(router, "/static/js/missing.js", remoteAddr).Code)
+		pageResponse := performRateLimitRequest(router, "/channels", remoteAddr)
+		assert.Equal(t, http.StatusTooManyRequests, pageResponse.Code)
+		assert.Equal(t, "41", pageResponse.Header().Get("Retry-After"))
+
+		webCount, err := redisServer.Get(redisIPRateLimitKey("GW", clientIP))
+		require.NoError(t, err)
+		assert.Equal(t, "3", webCount)
+		assert.False(t, redisServer.Exists(redisIPRateLimitKey("GS", clientIP)))
+	})
+
+	t.Run("static limiter enabled uses its own bucket", func(t *testing.T) {
+		redisServer, _ := useRateLimitMiniRedis(t)
+		common.GlobalStaticRateLimitEnable = true
+		router := gin.New()
+		require.NoError(t, router.SetTrustedProxies(nil))
+		router.NoRoute(GlobalWebRateLimit(frontendFS), func(c *gin.Context) { c.Status(http.StatusNoContent) })
+
+		assert.Equal(t, http.StatusNoContent, performRateLimitRequest(router, "/static/js/app.js", remoteAddr).Code)
+		assert.Equal(t, http.StatusNoContent, performRateLimitRequest(router, "/static/js/app.js", remoteAddr).Code)
+		staticResponse := performRateLimitRequest(router, "/static/js/app.js", remoteAddr)
+		assert.Equal(t, http.StatusTooManyRequests, staticResponse.Code)
+		assert.Equal(t, "43", staticResponse.Header().Get("Retry-After"))
+		assert.Equal(t, http.StatusNoContent, performRateLimitRequest(router, "/channels", remoteAddr).Code)
+
+		staticCount, err := redisServer.Get(redisIPRateLimitKey("GS", clientIP))
+		require.NoError(t, err)
+		assert.Equal(t, "3", staticCount)
+		webCount, err := redisServer.Get(redisIPRateLimitKey("GW", clientIP))
+		require.NoError(t, err)
+		assert.Equal(t, "1", webCount)
+	})
+}
diff --git a/middleware/recover.go b/middleware/recover.go
index 745a610..f7ba304 100644
--- a/middleware/recover.go
+++ b/middleware/recover.go
@@ -13,8 +13,8 @@ func RelayPanicRecover() gin.HandlerFunc {
 	return func(c *gin.Context) {
 		defer func() {
 			if err := recover(); err != nil {
-				common.SysLog(fmt.Sprintf("panic detected: %v", err))
-				common.SysLog(fmt.Sprintf("stacktrace from panic: %s", string(debug.Stack())))
+				common.SysLog(common.LogText("panic detected: %v", err))
+				common.SysLog(common.LogText("stacktrace from panic: %s", string(debug.Stack())))
 				c.JSON(http.StatusInternalServerError, gin.H{
 					"error": gin.H{
 						"message": fmt.Sprintf("Panic detected, error: %v. Please submit a issue here: https://github.com/Calcium-Ion/new-api", err),
diff --git a/middleware/request-id.go b/middleware/request-id.go
index e1bf315..7cdeff9 100644
--- a/middleware/request-id.go
+++ b/middleware/request-id.go
@@ -2,6 +2,7 @@ package middleware
 
 import (
 	"context"
+	"time"
 
 	"github.com/QuantumNous/new-api/common"
 	"github.com/gin-gonic/gin"
@@ -9,6 +10,9 @@ import (
 
 func RequestId() func(c *gin.Context) {
 	return func(c *gin.Context) {
+		if c.Request.URL.Path == "/v1/responses" {
+			c.Set("request_received_at", time.Now())
+		}
 		id := common.NewRequestId()
 		c.Set(common.RequestIdKey, id)
 		ctx := context.WithValue(c.Request.Context(), common.RequestIdKey, id)
diff --git a/middleware/secure_verification.go b/middleware/secure_verification.go
index 411ddb1..7f5d444 100644
--- a/middleware/secure_verification.go
+++ b/middleware/secure_verification.go
@@ -35,29 +35,33 @@ func SecureVerificationRequired() gin.HandlerFunc {
 }
 
 // RequireSecurityProof validates a proof against the authenticated dashboard
-// session and writes the shared proof error contract on failure.
+// session or scoped access token and writes the shared proof error contract on
+// failure.
 func RequireSecurityProof(c *gin.Context, operation service.VerificationOperation) *model.AuthFlowAuthorization {
-	identity, ok := GetSessionAuthIdentity(c)
+	identity, ok := GetStepUpIdentity(c)
 	if !ok {
-		securityProofError(c, "SECURITY_PROOF_INVALID", "安全验证状态无效")
+		securityProofError(c, "SECURITY_PROOF_INVALID", "Security verification is no longer valid. Please verify again.")
 		return nil
 	}
 	raw := strings.TrimSpace(c.GetHeader("X-Security-Proof"))
 	if raw == "" {
-		securityProofError(c, "SECURITY_PROOF_REQUIRED", "需要安全验证")
+		securityProofError(c, "SECURITY_PROOF_REQUIRED", "Additional verification required")
 		return nil
 	}
 	authorization, err := service.ConsumeOperationProof(raw, identity, operation)
 	if err != nil {
 		switch {
 		case errors.Is(err, service.ErrAuthTokenExpired):
-			securityProofError(c, "SECURITY_PROOF_EXPIRED", "安全验证已过期")
+			securityProofError(c, "SECURITY_PROOF_EXPIRED", "Security verification has expired. Please verify again.")
 		case errors.Is(err, service.ErrProofScope):
-			securityProofError(c, "SECURITY_PROOF_SCOPE_MISMATCH", "安全验证范围不匹配")
+			securityProofError(c, "SECURITY_PROOF_SCOPE_MISMATCH", "Verification does not match this action.")
+		case errors.Is(err, service.ErrVerificationContextInvalid):
+			c.Set("security_error_code", "SECURITY_CONTEXT_INVALID")
+			c.AbortWithStatusJSON(http.StatusBadRequest, gin.H{"success": false, "code": "SECURITY_CONTEXT_INVALID", "message": service.ErrVerificationContextInvalid.Error()})
 		case errors.Is(err, service.ErrVerificationUnavailable):
 			securityProofError(c, "SECURITY_METHOD_UNAVAILABLE", service.ErrVerificationUnavailable.Error())
 		case errors.Is(err, service.ErrProofMethod):
-			securityProofError(c, "SECURITY_PROOF_METHOD_MISMATCH", "安全验证方式不匹配")
+			securityProofError(c, "SECURITY_PROOF_METHOD_MISMATCH", "This verification method is not allowed for this action.")
 		case errors.Is(err, service.ErrProofConsumed):
 			securityProofError(c, "SECURITY_PROOF_CONSUMED", "This verification has already been used. Please verify again.")
 		case errors.Is(err, service.ErrProofContext):
@@ -65,7 +69,7 @@ func RequireSecurityProof(c *gin.Context, operation service.VerificationOperatio
 		case errors.Is(err, service.ErrVerificationForbidden):
 			securityProofError(c, "SECURITY_ACTION_FORBIDDEN", service.ErrVerificationForbidden.Error())
 		case errors.Is(err, service.ErrAuthTokenInvalid), errors.Is(err, service.ErrLoginSessionInvalid), errors.Is(err, service.ErrLoginSessionRevoked), errors.Is(err, model.ErrUserSessionInactive):
-			securityProofError(c, "SECURITY_PROOF_INVALID", "安全验证状态无效")
+			securityProofError(c, "SECURITY_PROOF_INVALID", "Security verification is no longer valid. Please verify again.")
 		default:
 			_ = c.Error(err)
 			c.AbortWithStatusJSON(http.StatusInternalServerError, gin.H{"success": false, "code": "AUTH_INTERNAL_ERROR", "message": "Please try again later."})
diff --git a/middleware/task_plugin.go b/middleware/task_plugin.go
index b9270d4..f4eedce 100644
--- a/middleware/task_plugin.go
+++ b/middleware/task_plugin.go
@@ -3,6 +3,7 @@ package middleware
 import (
 	"bytes"
 	"context"
+	"encoding/json"
 	"errors"
 	"fmt"
 	"io"
@@ -19,6 +20,7 @@ import (
 	"github.com/QuantumNous/new-api/common"
 	"github.com/QuantumNous/new-api/constant"
 	"github.com/QuantumNous/new-api/dto"
+	"github.com/QuantumNous/new-api/i18n"
 	"github.com/QuantumNous/new-api/logger"
 	"github.com/QuantumNous/new-api/model"
 	pluginruntime "github.com/QuantumNous/new-api/pkg/jsplugin"
@@ -77,11 +79,12 @@ func PrepareTaskPluginRoute() gin.HandlerFunc {
 		if err != nil {
 			logger.LogWarn(
 				c,
-				"task_plugin subsystem=route event=prepare_rejected generation=%d plugin=%q stage=request_decode reason=invalid_request",
-				generation,
-				pinned.Plugin.Meta.Key,
+				common.LogText("task_plugin subsystem=route event=prepare_rejected generation=%d plugin=%q stage=request_decode reason=invalid_request err=%q",
+					generation,
+					pinned.Plugin.Meta.Key,
+					err.Error()),
 			)
-			status := http.StatusBadRequest
+			status := invalidRequestStatus(err)
 			if errors.Is(err, errTaskPluginUnsupportedMediaType) {
 				status = http.StatusUnsupportedMediaType
 			}
@@ -93,10 +96,10 @@ func PrepareTaskPluginRoute() gin.HandlerFunc {
 		if pinned.Route.Type == pluginruntime.RouteTypeQuery && bodyKind != string(pluginruntime.BodyNone) || pinned.Route.Type != pluginruntime.RouteTypeQuery && bodyKind != string(pluginruntime.BodyJSON) {
 			logger.LogWarn(
 				c,
-				"task_plugin subsystem=route event=prepare_rejected generation=%d plugin=%q stage=request_decode reason=body_kind_mismatch body_kind=%q",
-				generation,
-				pinned.Plugin.Meta.Key,
-				bodyKind,
+				common.LogText("task_plugin subsystem=route event=prepare_rejected generation=%d plugin=%q stage=request_decode reason=body_kind_mismatch body_kind=%q",
+					generation,
+					pinned.Plugin.Meta.Key,
+					bodyKind),
 			)
 			detail := "this route requires a JSON body"
 			if pinned.Route.Type == pluginruntime.RouteTypeQuery {
@@ -124,10 +127,10 @@ func PrepareTaskPluginRoute() gin.HandlerFunc {
 			if claimedModel == "" || !slices.Contains(pinned.Route.Models, claimedModel) {
 				logger.LogWarn(
 					c,
-					"task_plugin subsystem=route event=prepare_rejected generation=%d plugin=%q stage=resolve_request reason=model_not_allowed model=%q",
-					generation,
-					pinned.Plugin.Meta.Key,
-					claimedModel,
+					common.LogText("task_plugin subsystem=route event=prepare_rejected generation=%d plugin=%q stage=resolve_request reason=model_not_allowed model=%q",
+						generation,
+						pinned.Plugin.Meta.Key,
+						claimedModel),
 				)
 				abortTaskPluginRouteErrorDetail(c, http.StatusBadRequest, fmt.Sprintf("model %q is not allowed on this route", claimedModel))
 				return
@@ -135,15 +138,18 @@ func PrepareTaskPluginRoute() gin.HandlerFunc {
 		}
 
 		hookStarted := time.Now()
-		resolvedValue, err := pinned.Plugin.Engine.CallMember(c.Request.Context(), "native", pinned.Route.Decode, requestContext.JSValue())
+		resolvedValue, requestBodyText, err := pinned.Plugin.Engine.CallPathWithMemberJSON(
+			c.Request.Context(), 0, pinned.Plugin.Meta.JSONTextMember("requestBody"),
+			"native", []string{pinned.Route.Decode}, requestContext.JSValueFor(pinned.Plugin.Meta),
+		)
 		if err != nil {
 			logger.LogWarn(
 				c,
-				"task_plugin subsystem=route event=prepare_rejected generation=%d plugin=%q stage=resolve_request reason=hook_failed err=%q elapsed_ms=%d",
-				generation,
-				pinned.Plugin.Meta.Key,
-				err.Error(),
-				time.Since(hookStarted).Milliseconds(),
+				common.LogText("task_plugin subsystem=route event=prepare_rejected generation=%d plugin=%q stage=resolve_request reason=hook_failed err=%q elapsed_ms=%d",
+					generation,
+					pinned.Plugin.Meta.Key,
+					err.Error(),
+					time.Since(hookStarted).Milliseconds()),
 			)
 			abortTaskPluginRouteErrorDetail(c, http.StatusBadRequest, taskPluginHookDetail(err))
 			return
@@ -152,10 +158,10 @@ func PrepareTaskPluginRoute() gin.HandlerFunc {
 		if !ok {
 			logger.LogWarn(
 				c,
-				"task_plugin subsystem=route event=prepare_rejected generation=%d plugin=%q stage=resolve_request reason=result_not_object elapsed_ms=%d",
-				generation,
-				pinned.Plugin.Meta.Key,
-				time.Since(hookStarted).Milliseconds(),
+				common.LogText("task_plugin subsystem=route event=prepare_rejected generation=%d plugin=%q stage=resolve_request reason=result_not_object elapsed_ms=%d",
+					generation,
+					pinned.Plugin.Meta.Key,
+					time.Since(hookStarted).Milliseconds()),
 			)
 			abortTaskPluginRouteErrorDetail(c, http.StatusBadRequest, taskPluginInvalidRouteResult)
 			return
@@ -164,16 +170,16 @@ func PrepareTaskPluginRoute() gin.HandlerFunc {
 		if !ok {
 			logger.LogWarn(
 				c,
-				"task_plugin subsystem=route event=prepare_rejected generation=%d plugin=%q stage=resolve_request reason=missing_kind elapsed_ms=%d",
-				generation,
-				pinned.Plugin.Meta.Key,
-				time.Since(hookStarted).Milliseconds(),
+				common.LogText("task_plugin subsystem=route event=prepare_rejected generation=%d plugin=%q stage=resolve_request reason=missing_kind elapsed_ms=%d",
+					generation,
+					pinned.Plugin.Meta.Key,
+					time.Since(hookStarted).Milliseconds()),
 			)
 			abortTaskPluginRouteErrorDetail(c, http.StatusBadRequest, taskPluginInvalidRouteResult)
 			return
 		}
 		if _, forbidden := resolved["renderer"]; forbidden {
-			logger.LogWarn(c, "task_plugin subsystem=route event=prepare_rejected generation=%d plugin=%q stage=resolve_request reason=forbidden_renderer", generation, pinned.Plugin.Meta.Key)
+			logger.LogWarn(c, common.LogText("task_plugin subsystem=route event=prepare_rejected generation=%d plugin=%q stage=resolve_request reason=forbidden_renderer", generation, pinned.Plugin.Meta.Key))
 			abortTaskPluginRouteErrorDetail(c, http.StatusBadRequest, taskPluginInvalidRouteResult)
 			return
 		}
@@ -184,9 +190,9 @@ func PrepareTaskPluginRoute() gin.HandlerFunc {
 			if !valid || strings.TrimSpace(modelName) == "" {
 				logger.LogWarn(
 					c,
-					"task_plugin subsystem=route event=prepare_rejected generation=%d plugin=%q stage=resolve_request reason=invalid_model",
-					generation,
-					pinned.Plugin.Meta.Key,
+					common.LogText("task_plugin subsystem=route event=prepare_rejected generation=%d plugin=%q stage=resolve_request reason=invalid_model",
+						generation,
+						pinned.Plugin.Meta.Key),
 				)
 				abortTaskPluginRouteErrorDetail(c, http.StatusBadRequest, "decoded request is missing a model")
 				return
@@ -195,10 +201,10 @@ func PrepareTaskPluginRoute() gin.HandlerFunc {
 			if !owned {
 				logger.LogWarn(
 					c,
-					"task_plugin subsystem=route event=prepare_rejected generation=%d plugin=%q stage=resolve_request reason=model_not_owned model=%q",
-					generation,
-					pinned.Plugin.Meta.Key,
-					modelName,
+					common.LogText("task_plugin subsystem=route event=prepare_rejected generation=%d plugin=%q stage=resolve_request reason=model_not_owned model=%q",
+						generation,
+						pinned.Plugin.Meta.Key,
+						modelName),
 				)
 				abortTaskPluginRouteErrorDetail(c, http.StatusBadRequest, fmt.Sprintf("model %q is not served by this plugin", modelName))
 				return
@@ -206,10 +212,10 @@ func PrepareTaskPluginRoute() gin.HandlerFunc {
 			if len(pinned.Route.Models) > 0 && !slices.Contains(pinned.Route.Models, modelName) {
 				logger.LogWarn(
 					c,
-					"task_plugin subsystem=route event=prepare_rejected generation=%d plugin=%q stage=resolve_request reason=resolved_model_not_allowed model=%q",
-					generation,
-					pinned.Plugin.Meta.Key,
-					modelName,
+					common.LogText("task_plugin subsystem=route event=prepare_rejected generation=%d plugin=%q stage=resolve_request reason=resolved_model_not_allowed model=%q",
+						generation,
+						pinned.Plugin.Meta.Key,
+						modelName),
 				)
 				abortTaskPluginRouteErrorDetail(c, http.StatusBadRequest, fmt.Sprintf("model %q is not allowed on this route", modelName))
 				return
@@ -220,9 +226,9 @@ func PrepareTaskPluginRoute() gin.HandlerFunc {
 				if !actionOK {
 					logger.LogWarn(
 						c,
-						"task_plugin subsystem=route event=prepare_rejected generation=%d plugin=%q stage=resolve_request reason=invalid_action",
-						generation,
-						pinned.Plugin.Meta.Key,
+						common.LogText("task_plugin subsystem=route event=prepare_rejected generation=%d plugin=%q stage=resolve_request reason=invalid_action",
+							generation,
+							pinned.Plugin.Meta.Key),
 					)
 					abortTaskPluginRouteErrorDetail(c, http.StatusBadRequest, taskPluginInvalidRouteResult)
 					return
@@ -236,6 +242,9 @@ func PrepareTaskPluginRoute() gin.HandlerFunc {
 				c.Set(pluginruntime.ContextKeyRouteRequest, requestContext)
 			}
 			c.Set("task_request", requestContext.RequestBody)
+			if requestBodyText != nil {
+				c.Set(pluginruntime.ContextKeyRequestBodyText, requestBodyText)
+			}
 			c.Set("resolved_task_model", modelName)
 			c.Set("expected_task_plugin_key", pinned.Plugin.Meta.Key)
 			c.Set("task_plugin_key", pinned.Plugin.Meta.Key)
@@ -248,10 +257,10 @@ func PrepareTaskPluginRoute() gin.HandlerFunc {
 			if intentErr := applyOriginTaskIntent(c, resolved, pinned.Plugin.Meta); intentErr != nil {
 				logger.LogWarn(
 					c,
-					"task_plugin subsystem=route event=prepare_rejected generation=%d plugin=%q stage=origin_task reason=%s",
-					generation,
-					pinned.Plugin.Meta.Key,
-					intentErr.Code,
+					common.LogText("task_plugin subsystem=route event=prepare_rejected generation=%d plugin=%q stage=origin_task reason=%s",
+						generation,
+						pinned.Plugin.Meta.Key,
+						intentErr.Code),
 				)
 				abortTaskPluginRouteErrorDetail(c, intentErr.StatusCode, intentErr.Message)
 				return
@@ -272,9 +281,9 @@ func PrepareTaskPluginRoute() gin.HandlerFunc {
 			if pinned.Route.Type != pluginruntime.RouteTypeDynamic {
 				logger.LogWarn(
 					c,
-					"task_plugin subsystem=route event=prepare_rejected generation=%d plugin=%q stage=resolve_request reason=query_from_non_dynamic_route",
-					generation,
-					pinned.Plugin.Meta.Key,
+					common.LogText("task_plugin subsystem=route event=prepare_rejected generation=%d plugin=%q stage=resolve_request reason=query_from_non_dynamic_route",
+						generation,
+						pinned.Plugin.Meta.Key),
 				)
 				abortTaskPluginRouteErrorDetail(c, http.StatusBadRequest, taskPluginInvalidRouteResult)
 				return
@@ -283,9 +292,9 @@ func PrepareTaskPluginRoute() gin.HandlerFunc {
 			if !valid {
 				logger.LogWarn(
 					c,
-					"task_plugin subsystem=route event=prepare_rejected generation=%d plugin=%q stage=resolve_request reason=invalid_query_result",
-					generation,
-					pinned.Plugin.Meta.Key,
+					common.LogText("task_plugin subsystem=route event=prepare_rejected generation=%d plugin=%q stage=resolve_request reason=invalid_query_result",
+						generation,
+						pinned.Plugin.Meta.Key),
 				)
 				abortTaskPluginRouteErrorDetail(c, http.StatusBadRequest, taskPluginInvalidRouteResult)
 				return
@@ -303,9 +312,9 @@ func PrepareTaskPluginRoute() gin.HandlerFunc {
 		default:
 			logger.LogWarn(
 				c,
-				"task_plugin subsystem=route event=prepare_rejected generation=%d plugin=%q stage=resolve_request reason=unsupported_kind",
-				generation,
-				pinned.Plugin.Meta.Key,
+				common.LogText("task_plugin subsystem=route event=prepare_rejected generation=%d plugin=%q stage=resolve_request reason=unsupported_kind",
+					generation,
+					pinned.Plugin.Meta.Key),
 			)
 			abortTaskPluginRouteErrorDetail(c, http.StatusBadRequest, taskPluginInvalidRouteResult)
 		}
@@ -326,7 +335,7 @@ func PinTaskPluginEndpoint() gin.HandlerFunc {
 		modelRequest, err := getModelFromRequest(c)
 		if err != nil {
 			if _, _, protocolPath := pluginruntime.LookupHostProtocolOperation(c.Request.Method, c.Request.URL.Path); protocolPath {
-				abortWithOpenAiMessage(c, http.StatusBadRequest, "Invalid task protocol request")
+				abortWithOpenAiMessage(c, invalidRequestStatus(err), i18n.T(c, i18n.MsgDistributorInvalidRequest, map[string]any{"Error": err.Error()}))
 				return
 			}
 			c.Next()
@@ -525,9 +534,9 @@ func PrepareTaskPluginEndpoint() gin.HandlerFunc {
 		if !pluginruntime.SupportsHostProtocol(pinned.Protocol) {
 			logger.LogWarn(
 				c,
-				"task_plugin subsystem=endpoint event=prepare_rejected generation=%d plugin=%q stage=protocol_check reason=unsupported_protocol",
-				pinned.Generation.Number,
-				pinned.Plugin.Meta.Key,
+				common.LogText("task_plugin subsystem=endpoint event=prepare_rejected generation=%d plugin=%q stage=protocol_check reason=unsupported_protocol",
+					pinned.Generation.Number,
+					pinned.Plugin.Meta.Key),
 			)
 			abortWithOpenAiMessage(c, http.StatusNotImplemented, "Task protocol bridge is not available")
 			return
@@ -536,9 +545,9 @@ func PrepareTaskPluginEndpoint() gin.HandlerFunc {
 		if err != nil {
 			logger.LogWarn(
 				c,
-				"task_plugin subsystem=endpoint event=prepare_rejected generation=%d plugin=%q stage=request_decode reason=invalid_request",
-				pinned.Generation.Number,
-				pinned.Plugin.Meta.Key,
+				common.LogText("task_plugin subsystem=endpoint event=prepare_rejected generation=%d plugin=%q stage=request_decode reason=invalid_request",
+					pinned.Generation.Number,
+					pinned.Plugin.Meta.Key),
 			)
 			status := http.StatusBadRequest
 			if errors.Is(err, errTaskPluginUnsupportedMediaType) {
@@ -566,10 +575,10 @@ func PrepareTaskPluginEndpoint() gin.HandlerFunc {
 		if !allowedBody {
 			logger.LogWarn(
 				c,
-				"task_plugin subsystem=endpoint event=prepare_rejected generation=%d plugin=%q stage=request_decode reason=body_kind_mismatch body_kind=%q",
-				pinned.Generation.Number,
-				pinned.Plugin.Meta.Key,
-				bodyKind,
+				common.LogText("task_plugin subsystem=endpoint event=prepare_rejected generation=%d plugin=%q stage=request_decode reason=body_kind_mismatch body_kind=%q",
+					pinned.Generation.Number,
+					pinned.Plugin.Meta.Key,
+					bodyKind),
 			)
 			detail := "unsupported request body for this operation"
 			if len(pinned.Operation.BodyKinds) == 1 && pinned.Operation.BodyKinds[0] == pluginruntime.BodyJSON {
@@ -586,9 +595,9 @@ func PrepareTaskPluginEndpoint() gin.HandlerFunc {
 				if !ok {
 					logger.LogWarn(
 						c,
-						"task_plugin subsystem=endpoint event=prepare_rejected generation=%d plugin=%q stage=request_decode reason=invalid_stream_flag",
-						pinned.Generation.Number,
-						pinned.Plugin.Meta.Key,
+						common.LogText("task_plugin subsystem=endpoint event=prepare_rejected generation=%d plugin=%q stage=request_decode reason=invalid_stream_flag",
+							pinned.Generation.Number,
+							pinned.Plugin.Meta.Key),
 					)
 					abortWithOpenAiMessage(c, http.StatusBadRequest, "stream must be a boolean")
 					return
@@ -610,6 +619,7 @@ func PrepareTaskPluginEndpoint() gin.HandlerFunc {
 		}
 		accepted := make([]pluginruntime.ProtocolBinding, 0, len(candidates))
 		var resolved map[string]any
+		var resolvedBodyText json.RawMessage
 		var failures []string
 		rejectedPlugins := make(map[string][]string)
 		for _, candidate := range candidates {
@@ -618,9 +628,10 @@ func PrepareTaskPluginEndpoint() gin.HandlerFunc {
 			candidateContext.Operation = candidate.Operation.Name
 			// Parsing belongs to durable submission; disconnecting only stops
 			// the later Responses observation.
-			resolvedValue, callErr := candidate.Plugin.Engine.CallPathWithAdmissionTimeout(
+			resolvedValue, requestBodyText, callErr := candidate.Plugin.Engine.CallPathWithMemberJSON(
 				context.WithoutCancel(c.Request.Context()), pluginruntime.DefaultCallTimeout,
-				"protocols", []string{candidate.Protocol, "decodeRequest"}, candidateContext.JSValue(),
+				candidate.Plugin.Meta.JSONTextMember("requestBody"),
+				"protocols", []string{candidate.Protocol, "decodeRequest"}, candidateContext.JSValueFor(candidate.Plugin.Meta),
 			)
 			result, resultOK := resolvedValue.(map[string]any)
 			detail := ""
@@ -645,8 +656,8 @@ func PrepareTaskPluginEndpoint() gin.HandlerFunc {
 				detail = fmt.Sprintf("model %q is not served by this plugin", model)
 			}
 			if detail != "" {
-				logger.LogWarn(c, "task_plugin subsystem=endpoint event=prepare_rejected generation=%d plugin=%q stage=parse_request reason=%s err=%q elapsed_ms=%d",
-					pinned.Generation.Number, candidate.Plugin.Meta.Key, reason, detail, time.Since(hookStarted).Milliseconds())
+				logger.LogWarn(c, common.LogText("task_plugin subsystem=endpoint event=prepare_rejected generation=%d plugin=%q stage=parse_request reason=%s err=%q elapsed_ms=%d",
+					pinned.Generation.Number, candidate.Plugin.Meta.Key, reason, detail, time.Since(hookStarted).Milliseconds()))
 				if _, seen := rejectedPlugins[detail]; !seen {
 					failures = append(failures, detail)
 				}
@@ -656,6 +667,7 @@ func PrepareTaskPluginEndpoint() gin.HandlerFunc {
 			accepted = append(accepted, candidate)
 			if resolved == nil {
 				resolved = result
+				resolvedBodyText = requestBodyText
 				protocolContext = candidateContext
 			}
 		}
@@ -683,9 +695,9 @@ func PrepareTaskPluginEndpoint() gin.HandlerFunc {
 			if !ok {
 				logger.LogWarn(
 					c,
-					"task_plugin subsystem=endpoint event=prepare_rejected generation=%d plugin=%q stage=parse_request reason=invalid_action",
-					pinned.Generation.Number,
-					pinned.Plugin.Meta.Key,
+					common.LogText("task_plugin subsystem=endpoint event=prepare_rejected generation=%d plugin=%q stage=parse_request reason=invalid_action",
+						pinned.Generation.Number,
+						pinned.Plugin.Meta.Key),
 				)
 				abortWithOpenAiMessage(c, http.StatusBadRequest, taskPluginInvalidRouteResult)
 				return
@@ -697,6 +709,9 @@ func PrepareTaskPluginEndpoint() gin.HandlerFunc {
 		}
 		c.Set(pluginruntime.ContextKeyRouteRequest, requestContext)
 		c.Set("task_request", requestContext.RequestBody)
+		if resolvedBodyText != nil {
+			c.Set(pluginruntime.ContextKeyRequestBodyText, resolvedBodyText)
+		}
 		c.Set("resolved_task_model", resolvedModel)
 		c.Set("expected_task_plugin_key", pinned.Plugin.Meta.Key)
 		c.Set("task_plugin_key", pinned.Plugin.Meta.Key)
@@ -709,10 +724,10 @@ func PrepareTaskPluginEndpoint() gin.HandlerFunc {
 		if intentErr := applyOriginTaskIntent(c, resolved, pinned.Plugin.Meta); intentErr != nil {
 			logger.LogWarn(
 				c,
-				"task_plugin subsystem=endpoint event=prepare_rejected generation=%d plugin=%q stage=origin_task reason=%s",
-				pinned.Generation.Number,
-				pinned.Plugin.Meta.Key,
-				intentErr.Code,
+				common.LogText("task_plugin subsystem=endpoint event=prepare_rejected generation=%d plugin=%q stage=origin_task reason=%s",
+					pinned.Generation.Number,
+					pinned.Plugin.Meta.Key,
+					intentErr.Code),
 			)
 			abortWithOpenAiMessage(c, intentErr.StatusCode, intentErr.Message, types.ErrorCode(intentErr.Code))
 			return
@@ -791,6 +806,9 @@ func buildTaskPluginRouteRequest(c *gin.Context) (pluginruntime.RouteRequestCont
 			return requestContext, err
 		}
 		requestContext.Body = map[string]any{"kind": string(pluginruntime.BodyJSON), "value": value}
+		// Body storage never changes its bytes in place (a rewrite stores a
+		// new copy), so the text needs no copy of its own.
+		requestContext.BodyText = raw
 	case mediaType == "application/x-www-form-urlencoded":
 		storage, storageErr := common.GetBodyStorage(c)
 		if storageErr != nil {
@@ -933,7 +951,7 @@ func buildTaskPluginRouteRequest(c *gin.Context) (pluginruntime.RouteRequestCont
 			if !utf8.ValidString(field) || len(field) > maxTaskPluginFieldNameBytes {
 				return requestContext, fmt.Errorf("invalid multipart file field name")
 			}
-			for _, header := range headers {
+			for index, header := range headers {
 				if !utf8.ValidString(header.Filename) || len(header.Filename) > maxTaskPluginFilenameBytes {
 					return requestContext, fmt.Errorf("invalid multipart filename")
 				}
@@ -947,7 +965,7 @@ func buildTaskPluginRouteRequest(c *gin.Context) (pluginruntime.RouteRequestCont
 				if header.Size < 0 || header.Size > int64(fileLimitMB)<<20 {
 					return requestContext, fmt.Errorf("multipart file exceeds %d MB", fileLimitMB)
 				}
-				ref := "request_file:" + field
+				ref := pluginruntime.FileReference(field, index)
 				files = append(files, map[string]any{"ref": ref, "field": field, "filename": header.Filename, "mimeType": header.Header.Get("Content-Type"), "size": header.Size})
 			}
 		}
@@ -1163,10 +1181,10 @@ func renderTaskPluginQuery(
 	for _, task := range tasks {
 		tasksByID[task.TaskID] = task
 	}
-	views := make([]map[string]any, 0, len(taskIDs))
+	views := make([]dto.TaskView, 0, len(taskIDs))
 	for _, taskID := range taskIDs {
 		task := tasksByID[taskID]
-		if task == nil {
+		if task == nil || !task.ResultRetrievable() {
 			logger.LogDebug(
 				c,
 				"task_plugin subsystem=query event=lookup_failed generation=%d plugin=%q reason=task_not_found requested=%d found=%d",
@@ -1183,25 +1201,20 @@ func renderTaskPluginQuery(
 			abortTaskPluginRouteError(c, http.StatusInternalServerError)
 			return
 		}
-		var viewValue map[string]any
-		encoded, marshalErr := common.Marshal(view)
-		if marshalErr != nil {
-			abortTaskPluginRouteError(c, http.StatusInternalServerError)
-			return
-		}
-		if unmarshalErr := common.Unmarshal(encoded, &viewValue); unmarshalErr != nil {
-			abortTaskPluginRouteError(c, http.StatusInternalServerError)
-			return
-		}
-		views = append(views, viewValue)
+		views = append(views, view)
 	}
 
 	var rendererInput any = views
 	if !multiple {
 		rendererInput = views[0]
 	}
+	encoded, err := common.Marshal(rendererInput)
+	if err != nil {
+		abortTaskPluginRouteError(c, http.StatusInternalServerError)
+		return
+	}
 	renderStarted := time.Now()
-	result, err := pinned.Plugin.Engine.CallPath(c.Request.Context(), "native", []string{renderer}, requestContext.JSValue(), rendererInput)
+	result, err := pinned.Plugin.Engine.CallPath(c.Request.Context(), "native", []string{renderer}, requestContext.JSValue(), pluginruntime.RawJSON(encoded))
 	if err != nil {
 		logger.LogDebug(
 			c,
@@ -1264,18 +1277,18 @@ func RespondTaskPluginError(c *gin.Context, taskErr *dto.TaskError) bool {
 		}
 		logger.LogWarn(
 			c,
-			"task_plugin subsystem=route event=error_renderer_failed plugin=%q reason=hook_failed status=%d err=%q",
-			pinned.Plugin.Meta.Key,
-			sanitized.HTTPStatus,
-			callErr.Error(),
+			common.LogText("task_plugin subsystem=route event=error_renderer_failed plugin=%q reason=hook_failed status=%d err=%q",
+				pinned.Plugin.Meta.Key,
+				sanitized.HTTPStatus,
+				callErr.Error()),
 		)
 	}
 	logger.LogWarn(
 		c,
-		"task_plugin subsystem=route event=error_rendered plugin=%q renderer=host_fallback status=%d code=%q",
-		pinned.Plugin.Meta.Key,
-		sanitized.HTTPStatus,
-		sanitized.Code,
+		common.LogText("task_plugin subsystem=route event=error_rendered plugin=%q renderer=host_fallback status=%d code=%q",
+			pinned.Plugin.Meta.Key,
+			sanitized.HTTPStatus,
+			sanitized.Code),
 	)
 	message := sanitized.Message
 	if requestID != "" {
@@ -1373,8 +1386,11 @@ func logTaskPluginChannelDecision(c *gin.Context, channel *model.Channel, modelN
 		return
 	}
 	identityMode := "legacy_channel_type"
-	if channel.Type == constant.ChannelTypeTaskPlugin {
+	switch channel.Type {
+	case constant.ChannelTypeTaskPlugin:
 		identityMode = "type59_setting"
+	case constant.ChannelTypeNewAPI:
+		identityMode = "type60_setting"
 	}
 	logger.LogDebug(
 		c,
@@ -1412,7 +1428,7 @@ func PrepareTaskPluginSubmit() gin.HandlerFunc {
 		)
 		var requestBody map[string]any
 		if err := common.UnmarshalBodyReusable(c, &requestBody); err != nil {
-			c.AbortWithStatusJSON(http.StatusBadRequest, gin.H{"error": gin.H{"message": err.Error(), "type": "invalid_request_error"}})
+			c.AbortWithStatusJSON(invalidRequestStatus(err), gin.H{"error": gin.H{"message": err.Error(), "type": "invalid_request_error"}})
 			return
 		}
 		modelName, _ := requestBody["model"].(string)
@@ -1442,6 +1458,19 @@ func PrepareTaskPluginSubmit() gin.HandlerFunc {
 			}
 		}
 		c.Set("task_request", requestBody)
+		if plugin.Meta.PreservesJSONOrder() {
+			// The body as stored after any model rewrite: the text hooks get.
+			storage, err := common.GetBodyStorage(c)
+			var raw []byte
+			if err == nil {
+				raw, err = storage.Bytes()
+			}
+			if err != nil {
+				c.AbortWithStatusJSON(http.StatusBadRequest, gin.H{"error": gin.H{"message": err.Error(), "type": "invalid_request_error"}})
+				return
+			}
+			c.Set(pluginruntime.ContextKeyRequestBodyText, json.RawMessage(raw))
+		}
 		c.Set("resolved_task_model", modelName)
 		c.Set("expected_task_plugin_key", pluginKey)
 		service.AppendTaskPluginIdentityFilter(c, pluginKey)
diff --git a/middleware/task_plugin_test.go b/middleware/task_plugin_test.go
index 77319ce..0239dcd 100644
--- a/middleware/task_plugin_test.go
+++ b/middleware/task_plugin_test.go
@@ -3,6 +3,7 @@ package middleware
 import (
 	"bytes"
 	"context"
+	"encoding/json"
 	"fmt"
 	"io"
 	"mime/multipart"
@@ -11,6 +12,7 @@ import (
 	"net/textproto"
 	"strings"
 	"testing"
+	"testing/iotest"
 
 	"github.com/QuantumNous/new-api/common"
 	"github.com/QuantumNous/new-api/constant"
@@ -97,6 +99,85 @@ export function parseTaskResult() { return {status: "SUCCESS"}; }
 	assert.Equal(t, http.StatusNoContent, recorder.Code)
 }
 
+// Native routes and the generic submit entry hand a plugin declaring
+// json-order@1 the client's member order and keep its decoded requestBody as
+// ordered JSON text beside the Go value; other plugins see sorted members.
+func TestTaskPluginEntriesKeepJSONOrderForDeclaringPlugins(t *testing.T) {
+	source := `
+export const meta = {
+  apiVersion: 1, key: "route-order-test", name: "Order", version: "1.0.0", author: {name: "Test"},
+  models: ["m"], fetchMode: "per_task", requiredCapabilities: ["json-order@1"],
+  routes: [{method: "POST", path: "/vendor/eval", type: "submit", decode: "decodeEval", render: "evalDone"}],
+};
+export const native = {
+decodeEval: function(ctx) {
+  const state = ctx.body.value.state;
+  return {kind: "submit", model: ctx.body.value.model, requestBody: {keys: Object.keys(state), state: state}};
+},
+evalDone: function(ctx, task) { return task; },
+};
+export function buildSubmitRequest() { return {url: "https://example.com"}; }
+export function parseSubmitResponse() { return {taskId: "one"}; }
+export function buildQueryRequest() { return {url: "https://example.com"}; }
+export function parseTaskResult() { return {status: "SUCCESS"}; }
+`
+	cases := []struct {
+		name     string
+		source   string
+		wantText string
+		wantKeys []any
+	}{
+		{name: "declared", source: source, wantText: `{"keys":["zeta","alpha"],"state":{"zeta":1,"alpha":2}}`, wantKeys: []any{"zeta", "alpha"}},
+		{name: "undeclared", source: strings.Replace(source, `requiredCapabilities: ["json-order@1"],`, "", 1), wantKeys: []any{"alpha", "zeta"}},
+	}
+	for _, tc := range cases {
+		t.Run(tc.name, func(t *testing.T) {
+			plugin := compileTaskRoutePlugin(t, tc.source)
+			router := gin.New()
+			reached := false
+			router.POST("/vendor/eval", pinTaskPluginRoute(plugin, 0), PrepareTaskPluginRoute(), func(c *gin.Context) {
+				reached = true
+				request, ok := c.MustGet("task_request").(map[string]any)
+				require.True(t, ok)
+				assert.Equal(t, tc.wantKeys, request["keys"])
+				text, exists := c.Get(jsplugin.ContextKeyRequestBodyText)
+				if tc.wantText == "" {
+					assert.False(t, exists)
+				} else {
+					assert.Equal(t, json.RawMessage(tc.wantText), text)
+				}
+				c.Status(http.StatusNoContent)
+			})
+			request := httptest.NewRequest(http.MethodPost, "/vendor/eval", strings.NewReader(`{"model":"m","state":{"zeta":1,"alpha":2}}`))
+			request.Header.Set("Content-Type", "application/json")
+			recorder := httptest.NewRecorder()
+
+			router.ServeHTTP(recorder, request)
+
+			assert.True(t, reached, recorder.Body.String())
+		})
+	}
+
+	t.Run("generic submit entry", func(t *testing.T) {
+		declaring := strings.Replace(genericTaskPluginSource, `fetchMode: "per_task"`, `fetchMode: "per_task", requiredCapabilities: ["json-order@1"]`, 1)
+		_, err := jsplugin.DefaultRegistry.Register(declaring, jsplugin.Options{})
+		require.NoError(t, err)
+		t.Cleanup(func() { jsplugin.DefaultRegistry.Unregister("generic-entry-test") })
+		recorder := httptest.NewRecorder()
+		c, _ := gin.CreateTestContext(recorder)
+		c.Params = gin.Params{{Key: "key", Value: "generic-entry-test"}}
+		c.Request = httptest.NewRequest(http.MethodPost, "/v1/tasks/generic-entry-test", strings.NewReader(`{"model":"doc","zeta":1,"alpha":2}`))
+		c.Request.Header.Set("Content-Type", "application/json")
+
+		PrepareTaskPluginSubmit()(c)
+
+		require.False(t, c.IsAborted(), recorder.Body.String())
+		text, exists := c.Get(jsplugin.ContextKeyRequestBodyText)
+		require.True(t, exists)
+		assert.Equal(t, json.RawMessage(`{"model":"doc","zeta":1,"alpha":2}`), text)
+	})
+}
+
 func TestPrepareTaskPluginNativeRouteRejectsMultipartBeforeDecoder(t *testing.T) {
 	plugin := compileTaskRoutePlugin(t, `
 export const meta = {
@@ -704,6 +785,100 @@ func TestTaskPluginEndpointUsesOneCanonicalModelForDuplicateJSONKeys(t *testing.
 	}
 }
 
+func TestRequestBodyFailuresReportTheirCause(t *testing.T) {
+	require.NoError(t, appI18n.Init())
+	require.NotNil(t, jsplugin.DefaultRegistry.Generation(), "the built-in plugins keep a routing generation, as in production")
+	_, err := jsplugin.DefaultRegistry.Register(genericTaskPluginSource, jsplugin.Options{})
+	require.NoError(t, err)
+	t.Cleanup(func() { jsplugin.DefaultRegistry.Unregister("generic-entry-test") })
+	routePlugin := compileTaskRoutePlugin(t, genericTaskPluginSource)
+	previous := constant.MaxRequestBodyMB
+	constant.MaxRequestBodyMB = 1
+	t.Cleanup(func() { constant.MaxRequestBodyMB = previous })
+
+	reached := func(c *gin.Context) { c.Status(http.StatusNoContent) }
+	router := gin.New()
+	router.POST("/v1/responses", PinTaskPluginEndpoint(), PrepareTaskPluginEndpoint(), Distribute(), reached)
+	router.POST("/v1/video/generations", PinTaskPluginEndpoint(), PrepareTaskPluginEndpoint(), Distribute(), reached)
+	router.POST("/v1/chat/completions", Distribute(), reached)
+	router.POST("/mj/submit/imagine", Distribute(), reached)
+	router.POST("/v1/tasks/:key", PrepareTaskPluginSubmit(), reached)
+	router.POST("/vendor/jobs", func(c *gin.Context) {
+		c.Set(jsplugin.ContextKeyPinnedRoute, jsplugin.PinnedRoute{Plugin: routePlugin})
+	}, PrepareTaskPluginRoute(), reached)
+	oversized := `{"model":"gpt-x","prompt":"` + strings.Repeat("a", 1<<20) + `"}`
+	tests := []struct {
+		name    string
+		path    string
+		body    io.Reader
+		status  int
+		message string
+	}{
+		{
+			name:    "oversized body on a plugin protocol path",
+			path:    "/v1/responses",
+			body:    strings.NewReader(oversized),
+			status:  http.StatusRequestEntityTooLarge,
+			message: "Invalid request: request body exceeds 1 MB: request body too large",
+		},
+		{
+			name:    "body cut off on a plugin protocol path",
+			path:    "/v1/responses",
+			body:    io.MultiReader(strings.NewReader(`{"model":"gpt-x","input":"`), iotest.ErrReader(io.ErrUnexpectedEOF)),
+			status:  http.StatusBadRequest,
+			message: "Invalid request: unexpected EOF",
+		},
+		{
+			// The endpoint check lets this path through and the distributor reads the body again.
+			name:    "oversized body on the legacy video path",
+			path:    "/v1/video/generations",
+			body:    strings.NewReader(oversized),
+			status:  http.StatusRequestEntityTooLarge,
+			message: "Invalid request: request body exceeds 1 MB: request body too large",
+		},
+		{
+			name:    "oversized Midjourney body",
+			path:    "/mj/submit/imagine",
+			body:    strings.NewReader(oversized),
+			status:  http.StatusRequestEntityTooLarge,
+			message: "Invalid request: request body exceeds 1 MB: request body too large",
+		},
+		{
+			name:    "oversized task plugin submission",
+			path:    "/v1/tasks/generic-entry-test",
+			body:    strings.NewReader(oversized),
+			status:  http.StatusRequestEntityTooLarge,
+			message: "request body exceeds 1 MB: request body too large",
+		},
+		{
+			name:    "oversized plugin route body",
+			path:    "/vendor/jobs",
+			body:    strings.NewReader(oversized),
+			status:  http.StatusRequestEntityTooLarge,
+			message: "request body exceeds 1 MB: request body too large",
+		},
+		{
+			name:    "invalid JSON on an ordinary path",
+			path:    "/v1/chat/completions",
+			body:    strings.NewReader(`{"model":"gpt-x",`),
+			status:  http.StatusBadRequest,
+			message: "Invalid request: invalid JSON request body",
+		},
+	}
+	for _, testCase := range tests {
+		t.Run(testCase.name, func(t *testing.T) {
+			request := httptest.NewRequest(http.MethodPost, testCase.path, testCase.body)
+			request.Header.Set("Content-Type", "application/json")
+			recorder := httptest.NewRecorder()
+
+			router.ServeHTTP(recorder, request)
+
+			assert.Equal(t, testCase.status, recorder.Code)
+			assert.Contains(t, recorder.Body.String(), `"message":"`+testCase.message)
+		})
+	}
+}
+
 func TestTaskPluginEndpointOnlyPreservesConditionalMiddlewareSemantics(t *testing.T) {
 	tests := []struct {
 		name               string
@@ -857,6 +1032,70 @@ func TestPrepareTaskPluginEndpointAcceptsRegisteredVideoMultipartBody(t *testing
 	assert.Equal(t, http.StatusNoContent, recorder.Code)
 }
 
+// The OpenAI Images edits endpoint accepts multipart uploads. Every file of a
+// repeated image[] field is exposed to the decoder with its own ref, and an
+// unclaimed model on the shared endpoint still reaches the ordinary relay.
+func TestPrepareTaskPluginEndpointExposesIndexedRefsForRepeatedImageFiles(t *testing.T) {
+	const key = "endpoint-image-edits-test"
+	_, err := jsplugin.DefaultRegistry.Register(taskProtocolPluginSource(
+		key,
+		"1.0.0",
+		`["image-edit-model"]`,
+		"/v1/images/edits",
+		`if (ctx.body.kind !== "multipart" || ctx.body.fields.prompt[0] !== "watercolor") throw new Error("bad prompt");
+		 return {model: ctx.model, action: "image_to_image", requestBody: {prompt: ctx.body.fields.prompt[0], refs: ctx.body.files.map(function(file) { return file.ref; })}};`,
+	), jsplugin.Options{})
+	require.NoError(t, err)
+	t.Cleanup(func() { require.NoError(t, jsplugin.DefaultRegistry.Unregister(key)) })
+
+	var body bytes.Buffer
+	writer := multipart.NewWriter(&body)
+	require.NoError(t, writer.WriteField("model", "image-edit-model"))
+	require.NoError(t, writer.WriteField("prompt", "watercolor"))
+	for _, name := range []string{"first.png", "second.png"} {
+		file, createErr := writer.CreateFormFile("image[]", name)
+		require.NoError(t, createErr)
+		_, err = file.Write([]byte(name))
+		require.NoError(t, err)
+	}
+	require.NoError(t, writer.Close())
+
+	router := gin.New()
+	var pinnedProtocol string
+	var taskRequest any
+	router.POST("/v1/images/edits", PinTaskPluginEndpoint(), PrepareTaskPluginEndpoint(), func(c *gin.Context) {
+		if pinned, ok := c.MustGet(jsplugin.ContextKeyPinnedEndpoint).(jsplugin.PinnedEndpoint); ok {
+			pinnedProtocol = pinned.Protocol
+		}
+		taskRequest, _ = c.Get("task_request")
+		c.Status(http.StatusNoContent)
+	})
+	request := httptest.NewRequest(http.MethodPost, "/v1/images/edits", bytes.NewReader(body.Bytes()))
+	request.Header.Set("Content-Type", writer.FormDataContentType())
+	recorder := httptest.NewRecorder()
+	router.ServeHTTP(recorder, request)
+
+	require.Equal(t, http.StatusNoContent, recorder.Code, recorder.Body.String())
+	assert.Equal(t, jsplugin.ProtocolOpenAIImage, pinnedProtocol)
+	decoded, ok := taskRequest.(map[string]any)
+	require.True(t, ok)
+	assert.Equal(t, []any{"request_file:image[]", "request_file:image[]#1"}, decoded["refs"])
+
+	unclaimed := gin.New()
+	reachedRelay := false
+	unclaimed.POST("/v1/images/generations", PinTaskPluginEndpoint(), PrepareTaskPluginEndpoint(), func(c *gin.Context) {
+		_, pinned := c.Get(jsplugin.ContextKeyPinnedEndpoint)
+		reachedRelay = !pinned
+		c.Status(http.StatusNoContent)
+	})
+	plain := httptest.NewRequest(http.MethodPost, "/v1/images/generations", strings.NewReader(`{"model":"dall-e-3","prompt":"a cat"}`))
+	plain.Header.Set("Content-Type", "application/json")
+	recorder = httptest.NewRecorder()
+	unclaimed.ServeHTTP(recorder, plain)
+	assert.Equal(t, http.StatusNoContent, recorder.Code)
+	assert.True(t, reachedRelay, "an unclaimed image model keeps the built-in relay")
+}
+
 func TestVideoGenerationsIsNotClaimedByOpenAIVideoProtocol(t *testing.T) {
 	const key = "endpoint-video-gen-test"
 	_, err := jsplugin.DefaultRegistry.Register(taskProtocolPluginSource(
@@ -1065,6 +1304,12 @@ export const native = {status: function(ctx, task) { return {id: task.task_id};
 	insertTaskPluginRouteTask(t, &model.Task{
 		TaskID: "legacy-task", UserId: 7, Platform: constant.TaskPlatform("651"),
 	})
+	// Submitted through a route with retainResult: false; owned by the caller
+	// but not retrievable, so it must be indistinguishable from a missing task.
+	insertTaskPluginRouteTask(t, &model.Task{
+		TaskID: "discarded-task", UserId: 7, Platform: constant.TaskPlatform("route-static-query-test"),
+		Status: model.TaskStatusSuccess, PrivateData: model.TaskPrivateData{ResultDiscarded: true},
+	})
 
 	router := gin.New()
 	router.GET("/vendor/jobs/:id",
@@ -1082,7 +1327,7 @@ export const native = {status: function(ctx, task) { return {id: task.task_id};
 	assert.JSONEq(t, `{"id":"legacy-task"}`, legacyRecorder.Body.String())
 
 	var firstBody string
-	for _, taskID := range []string{"missing-task", "foreign-task", "wrong-platform", "wrong-legacy-platform"} {
+	for _, taskID := range []string{"missing-task", "foreign-task", "wrong-platform", "wrong-legacy-platform", "discarded-task"} {
 		recorder := httptest.NewRecorder()
 		router.ServeHTTP(recorder, httptest.NewRequest(http.MethodGet, "/vendor/jobs/"+taskID, nil))
 		assert.Equal(t, http.StatusNotFound, recorder.Code)
@@ -1637,6 +1882,11 @@ func taskProtocolPluginSource(key, version, models, endpoint, parseRequestBody s
 		protocolClaim = `"openai_video"`
 		presenters = `render: function() { return {}; },`
 	}
+	if endpoint == "/v1/images/edits" || endpoint == "/v1/images/generations" {
+		protocol = "openai_image"
+		protocolClaim = `"openai_image"`
+		presenters = `render: function() { return {data: []}; },`
+	}
 	return fmt.Sprintf(`
 export const meta = {
   apiVersion: 1,
diff --git a/middleware/trusted_proxies.go b/middleware/trusted_proxies.go
index 5470829..9e4b756 100644
--- a/middleware/trusted_proxies.go
+++ b/middleware/trusted_proxies.go
@@ -14,7 +14,7 @@ func ConfigureTrustedProxies(engine *gin.Engine) error {
 		return err
 	}
 	if usedDefaults {
-		log.Print("WARNING: TRUSTED_PROXIES is unset or blank; trusting loopback, RFC 1918, and IPv6 ULA proxy addresses for compatibility. Set TRUSTED_PROXIES=none to trust no proxies, or configure explicit proxy IPs/CIDRs to replace these defaults.")
+		log.Print(common.LogText("WARNING: TRUSTED_PROXIES is unset or blank; trusting loopback, RFC 1918, and IPv6 ULA proxy addresses for compatibility. Set TRUSTED_PROXIES=none to trust no proxies, or configure explicit proxy IPs/CIDRs to replace these defaults."))
 	}
 	return common.ConfigureTrustedProxies(engine, trustedProxies)
 }
diff --git a/middleware/turnstile-check.go b/middleware/turnstile-check.go
index 6d7f1ee..6e67c44 100644
--- a/middleware/turnstile-check.go
+++ b/middleware/turnstile-check.go
@@ -17,10 +17,7 @@ func TurnstileCheck() gin.HandlerFunc {
 		if common.TurnstileCheckEnabled {
 			response := c.Query("turnstile")
 			if response == "" {
-				c.JSON(http.StatusOK, gin.H{
-					"success": false,
-					"message": "Turnstile token 为空",
-				})
+				common.ApiErrorT(c, "Turnstile token is empty")
 				c.Abort()
 				return
 			}
@@ -51,10 +48,7 @@ func TurnstileCheck() gin.HandlerFunc {
 				return
 			}
 			if !res.Success {
-				c.JSON(http.StatusOK, gin.H{
-					"success": false,
-					"message": "Turnstile 校验失败，请刷新重试！",
-				})
+				common.ApiErrorT(c, "Turnstile verification failed, please refresh and try again!")
 				c.Abort()
 				return
 			}
diff --git a/middleware/utils.go b/middleware/utils.go
index 73ad9e4..144d37d 100644
--- a/middleware/utils.go
+++ b/middleware/utils.go
@@ -1,7 +1,7 @@
 package middleware
 
 import (
-	"fmt"
+	"net/http"
 
 	"github.com/QuantumNous/new-api/common"
 	"github.com/QuantumNous/new-api/dto"
@@ -32,7 +32,16 @@ func abortWithOpenAiMessage(c *gin.Context, statusCode int, message string, code
 		})
 	}
 	c.Abort()
-	logger.LogError(c.Request.Context(), fmt.Sprintf("user %d | %s", userId, message))
+	logger.LogError(c.Request.Context(), common.LogText("user %d | %s", userId, message))
+}
+
+// invalidRequestStatus is the status of a request whose body could not be
+// read or parsed: 413 when the body exceeds MAX_REQUEST_BODY_MB, else 400.
+func invalidRequestStatus(err error) int {
+	if common.IsRequestBodyTooLargeError(err) {
+		return http.StatusRequestEntityTooLarge
+	}
+	return http.StatusBadRequest
 }
 
 func abortWithMidjourneyMessage(c *gin.Context, statusCode int, code int, description string) {
diff --git a/model/ability.go b/model/ability.go
index 4133e69..9d5a65b 100644
--- a/model/ability.go
+++ b/model/ability.go
@@ -2,7 +2,6 @@ package model
 
 import (
 	"errors"
-	"fmt"
 	"sort"
 	"strings"
 	"sync"
@@ -97,7 +96,7 @@ func getPriority(group string, model string, retry int) (int, error) {
 
 	if len(priorities) == 0 {
 		// 如果没有查询到优先级，则返回错误
-		return 0, errors.New("数据库一致性被破坏")
+		return 0, errors.New("database consistency is broken")
 	}
 
 	// 确定要使用的优先级
@@ -395,7 +394,7 @@ var fixLock = sync.Mutex{}
 func FixAbility() (int, int, error) {
 	lock := fixLock.TryLock()
 	if !lock {
-		return 0, 0, errors.New("已经有一个修复任务在运行中，请稍后再试")
+		return 0, 0, common.NewMessage("A repair task is already running. Please try again later")
 	}
 	defer fixLock.Unlock()
 
@@ -403,13 +402,13 @@ func FixAbility() (int, int, error) {
 	if common.UsingMainDatabase(common.DatabaseTypeSQLite) {
 		err := DB.Exec("DELETE FROM abilities").Error
 		if err != nil {
-			common.SysLog(fmt.Sprintf("Delete abilities failed: %s", err.Error()))
+			common.SysLog(common.LogText("Delete abilities failed: %s", err.Error()))
 			return 0, 0, err
 		}
 	} else {
 		err := DB.Exec("TRUNCATE TABLE abilities").Error
 		if err != nil {
-			common.SysLog(fmt.Sprintf("Truncate abilities failed: %s", err.Error()))
+			common.SysLog(common.LogText("Truncate abilities failed: %s", err.Error()))
 			return 0, 0, err
 		}
 	}
@@ -429,7 +428,7 @@ func FixAbility() (int, int, error) {
 		// Delete all abilities of this channel
 		err = DB.Where("channel_id IN ?", ids).Delete(&Ability{}).Error
 		if err != nil {
-			common.SysLog(fmt.Sprintf("Delete abilities failed: %s", err.Error()))
+			common.SysLog(common.LogText("Delete abilities failed: %s", err.Error()))
 			failCount += len(chunk)
 			continue
 		}
@@ -437,7 +436,7 @@ func FixAbility() (int, int, error) {
 		for _, channel := range chunk {
 			err = channel.AddAbilities(nil)
 			if err != nil {
-				common.SysLog(fmt.Sprintf("Add abilities for channel %d failed: %s", channel.Id, err.Error()))
+				common.SysLog(common.LogText("Add abilities for channel %d failed: %s", channel.Id, err.Error()))
 				failCount++
 			} else {
 				successCount++
diff --git a/model/audit_log.go b/model/audit_log.go
index 2fa6587..4b9369c 100644
--- a/model/audit_log.go
+++ b/model/audit_log.go
@@ -102,7 +102,7 @@ func RecordAuditLog(c *gin.Context, entry AuditLog) {
 	switch entry.ActorRole {
 	case common.RoleCommonUser, common.RoleAdminUser, common.RoleRootUser:
 	default:
-		logger.LogError(ctx, fmt.Sprintf("audit actor role unavailable (request_id=%s, actor_role=%d)", entry.RequestId, entry.ActorRole))
+		logger.LogError(ctx, common.LogText("audit actor role unavailable (request_id=%s, actor_role=%d)", entry.RequestId, entry.ActorRole))
 		entry.ActorRole = 0 // Unknown actors remain visible to root only.
 	}
 	if entry.Username == "" {
@@ -113,14 +113,14 @@ func RecordAuditLog(c *gin.Context, entry AuditLog) {
 		entry.UserAgent = string(ua[:512])
 	}
 	if LOG_DB == nil {
-		logger.LogError(ctx, fmt.Sprintf("audit log write failed (request_id=%s): log database unavailable", entry.RequestId))
+		logger.LogError(ctx, common.LogText("audit log write failed (request_id=%s): log database unavailable", entry.RequestId))
 		return
 	}
 	var row any = &entry
 	if common.UsingLogDatabase(common.DatabaseTypeClickHouse) {
 		encoded, err := common.Marshal(entry.Other)
 		if err != nil {
-			logger.LogError(ctx, fmt.Sprintf("audit log write failed (request_id=%s): %v", entry.RequestId, err))
+			logger.LogError(ctx, common.LogText("audit log write failed (request_id=%s): %v", entry.RequestId, err))
 			return
 		}
 		// The ClickHouse GORM insert callback passes structs to the native
@@ -132,7 +132,7 @@ func RecordAuditLog(c *gin.Context, entry AuditLog) {
 		}{AuditLog: entry, EncodedOther: string(encoded)}
 	}
 	if err := LOG_DB.Table("audit_logs").Create(row).Error; err != nil {
-		logger.LogError(ctx, fmt.Sprintf("audit log write failed (request_id=%s): %v", entry.RequestId, err))
+		logger.LogError(ctx, common.LogText("audit log write failed (request_id=%s): %v", entry.RequestId, err))
 	}
 }
 
@@ -202,14 +202,21 @@ func GetAuditLogs(filter AuditLogFilter, start, limit, viewerRole int) ([]*Audit
 	return logs, total, nil
 }
 
+// UserAccessTokenStatus describes the legacy users.access_token credential.
+//
+// Deprecated: 旧版面板访问令牌，仅在升级后的过渡期内使用；删除 users.access_token 列时一并移除。
 type UserAccessTokenStatus struct {
 	Exists     bool   `json:"exists"`
+	TokenHint  string `json:"token_hint"`
 	TokenRef   string `json:"token_ref"`
 	CreatedAt  *int64 `json:"created_at"`
 	LastUsedAt *int64 `json:"last_used_at"`
 	LastUsedIp string `json:"last_used_ip"`
 }
 
+// GetUserAccessTokenStatus reads last use of the legacy token from the access audit.
+//
+// Deprecated: 旧版面板访问令牌，仅在升级后的过渡期内使用；删除 users.access_token 列时一并移除。
 func GetUserAccessTokenStatus(userId int) (*UserAccessTokenStatus, error) {
 	var user User
 	if err := DB.Select("id", "role", "access_token", "access_token_created_at").First(&user, userId).Error; err != nil {
@@ -220,6 +227,7 @@ func GetUserAccessTokenStatus(userId int) (*UserAccessTokenStatus, error) {
 		return status, nil
 	}
 	status.TokenRef = AccessTokenFingerprint(user.GetAccessToken())
+	status.TokenHint = AccessTokenHint(user.GetAccessToken())
 	status.CreatedAt = user.AccessTokenCreatedAt
 	var latest AuditLog
 	query := LOG_DB.Select("created_at", "ip").Where("user_id = ? AND token_ref = ? AND category = ?", userId, status.TokenRef, AuditCategoryAccessToken)
diff --git a/model/auth_flow.go b/model/auth_flow.go
index f8be5c3..5ab09e3 100644
--- a/model/auth_flow.go
+++ b/model/auth_flow.go
@@ -98,7 +98,11 @@ type AuthFlowAuthorization struct {
 
 // ValidateAuthSessionWithTx rechecks the authoritative identity while holding the
 // user/session locks until the caller's credential change or flow consumption commits.
+// Token-bound identities (pat:<id>) are checked against user_access_tokens instead.
 func ValidateAuthSessionWithTx(tx *gorm.DB, identity AuthSessionIdentity) error {
+	if tokenID, ok := ParseAccessTokenSessionID(identity.SessionID); ok {
+		return validateAccessTokenIdentityWithTx(tx, tokenID, identity)
+	}
 	if identity.UserID <= 0 || identity.SessionID == "" || identity.UserAuthVersion <= 0 || identity.SessionVersion <= 0 {
 		return ErrUserSessionInactive
 	}
diff --git a/model/bot_balance.go b/model/bot_balance.go
new file mode 100644
index 0000000..ffbbf4f
--- /dev/null
+++ b/model/bot_balance.go
@@ -0,0 +1,20 @@
+package model
+
+// BotBalanceAccount contains only the fields needed by the notification bot.
+type BotBalanceAccount struct {
+	ID     int `gorm:"column:id"`
+	Status int
+	Quota  int
+}
+
+func FindBotBalanceAccounts(email string, ids []int) ([]BotBalanceAccount, error) {
+	accounts := []BotBalanceAccount{}
+	query := DB.Model(&User{}).Select("id", "status", "quota")
+	if email != "" {
+		query = query.Where("LOWER(email) = ?", NormalizeEmail(email)).Limit(2)
+	} else {
+		query = query.Where("id IN ?", ids)
+	}
+	err := query.Find(&accounts).Error
+	return accounts, err
+}
diff --git a/model/channel.go b/model/channel.go
index 6351ce1..c9de412 100644
--- a/model/channel.go
+++ b/model/channel.go
@@ -105,10 +105,15 @@ func NewChannelSortOptions(sortBy string, sortOrder string, idSort bool) Channel
 
 func (options ChannelSortOptions) Apply(query *gorm.DB) *gorm.DB {
 	if columnName, ok := channelSortColumns[options.SortBy]; ok {
+		column := clause.Column{Name: columnName}
+		if columnName == "priority" {
+			// Routing treats a missing priority as zero on every database.
+			column = clause.Column{Name: "COALESCE(priority, 0)", Raw: true}
+		}
 		return query.Order(clause.OrderByColumn{
-			Column: clause.Column{Name: columnName},
+			Column: column,
 			Desc:   options.SortOrder != "asc",
-		})
+		}).Order(clause.OrderByColumn{Column: clause.Column{Name: "id"}, Desc: true})
 	}
 	if options.IDSort {
 		return query.Order(clause.OrderByColumn{
@@ -117,9 +122,9 @@ func (options ChannelSortOptions) Apply(query *gorm.DB) *gorm.DB {
 		})
 	}
 	return query.Order(clause.OrderByColumn{
-		Column: clause.Column{Name: "priority"},
+		Column: clause.Column{Name: "COALESCE(priority, 0)", Raw: true},
 		Desc:   true,
-	})
+	}).Order(clause.OrderByColumn{Column: clause.Column{Name: "id"}, Desc: true})
 }
 
 func resolveChannelSortOptions(idSort bool, sortOptions []ChannelSortOptions) ChannelSortOptions {
@@ -316,7 +321,7 @@ func (channel *Channel) GetOtherInfo() map[string]any {
 	if channel.OtherInfo != "" {
 		err := common.Unmarshal([]byte(channel.OtherInfo), &otherInfo)
 		if err != nil {
-			common.SysLog(fmt.Sprintf("failed to unmarshal other info: channel_id=%d, tag=%s, name=%s, error=%v", channel.Id, channel.GetTag(), channel.Name, err))
+			common.SysLog(common.LogText("failed to unmarshal other info: channel_id=%d, tag=%s, name=%s, error=%v", channel.Id, channel.GetTag(), channel.Name, err))
 		}
 	}
 	return otherInfo
@@ -325,7 +330,7 @@ func (channel *Channel) GetOtherInfo() map[string]any {
 func (channel *Channel) SetOtherInfo(otherInfo map[string]any) {
 	otherInfoBytes, err := json.Marshal(otherInfo)
 	if err != nil {
-		common.SysLog(fmt.Sprintf("failed to marshal other info: channel_id=%d, tag=%s, name=%s, error=%v", channel.Id, channel.GetTag(), channel.Name, err))
+		common.SysLog(common.LogText("failed to marshal other info: channel_id=%d, tag=%s, name=%s, error=%v", channel.Id, channel.GetTag(), channel.Name, err))
 		return
 	}
 	channel.OtherInfo = string(otherInfoBytes)
@@ -610,7 +615,7 @@ func (channel *Channel) UpdateResponseTime(responseTime int64) {
 		ResponseTime: int(responseTime),
 	}).Error
 	if err != nil {
-		common.SysLog(fmt.Sprintf("failed to update response time: channel_id=%d, error=%v", channel.Id, err))
+		common.SysLog(common.LogText("failed to update response time: channel_id=%d, error=%v", channel.Id, err))
 	}
 }
 
@@ -620,7 +625,7 @@ func (channel *Channel) UpdateBalance(balance float64) {
 		Balance:            balance,
 	}).Error
 	if err != nil {
-		common.SysLog(fmt.Sprintf("failed to update balance: channel_id=%d, error=%v", channel.Id, err))
+		common.SysLog(common.LogText("failed to update balance: channel_id=%d, error=%v", channel.Id, err))
 	}
 }
 
@@ -684,7 +689,7 @@ func handlerMultiKeyUpdate(channel *Channel, usingKey string, status int, reason
 		}
 		if keyIndex < 0 {
 			if usingKey != "" {
-				common.SysLog(fmt.Sprintf("failed to update multi-key status: channel_id=%d, using key not found", channel.Id))
+				common.SysLog(common.LogText("failed to update multi-key status: channel_id=%d, using key not found", channel.Id))
 				return
 			}
 			channel.Status = status
@@ -776,7 +781,7 @@ func UpdateChannelStatus(channelId int, usingKey string, status int, reason stri
 		if shouldUpdateAbilities {
 			err := UpdateAbilityStatus(channelId, status == common.ChannelStatusEnabled)
 			if err != nil {
-				common.SysLog(fmt.Sprintf("failed to update ability status: channel_id=%d, error=%v", channelId, err))
+				common.SysLog(common.LogText("failed to update ability status: channel_id=%d, error=%v", channelId, err))
 			}
 		}
 	}()
@@ -809,7 +814,7 @@ func UpdateChannelStatus(channelId int, usingKey string, status int, reason stri
 		}
 		err = channel.saveStatusState()
 		if err != nil {
-			common.SysLog(fmt.Sprintf("failed to update channel status: channel_id=%d, status=%d, error=%v", channel.Id, status, err))
+			common.SysLog(common.LogText("failed to update channel status: channel_id=%d, status=%d, error=%v", channel.Id, status, err))
 			return false
 		}
 	}
@@ -890,7 +895,7 @@ func EditChannelByTag(tag string, newTag *string, modelMapping *string, models *
 			for _, channel := range channels {
 				err = channel.UpdateAbilities(nil)
 				if err != nil {
-					common.SysLog(fmt.Sprintf("failed to update abilities: channel_id=%d, tag=%s, error=%v", channel.Id, channel.GetTag(), err))
+					common.SysLog(common.LogText("failed to update abilities: channel_id=%d, tag=%s, error=%v", channel.Id, channel.GetTag(), err))
 				}
 			}
 		}
@@ -914,7 +919,7 @@ func UpdateChannelUsedQuota(id int, quota int) {
 func updateChannelUsedQuota(id int, quota int) {
 	err := DB.Model(&Channel{}).Where("id = ?", id).Update("used_quota", gorm.Expr("used_quota + ?", quota)).Error
 	if err != nil {
-		common.SysLog(fmt.Sprintf("failed to update channel used quota: channel_id=%d, delta_quota=%d, error=%v", id, quota, err))
+		common.SysLog(common.LogText("failed to update channel used quota: channel_id=%d, delta_quota=%d, error=%v", id, quota, err))
 	}
 }
 
@@ -1040,7 +1045,7 @@ func (channel *Channel) GetSetting() dto.ChannelSettings {
 	if channel.Setting != nil && *channel.Setting != "" {
 		err := common.Unmarshal([]byte(*channel.Setting), &setting)
 		if err != nil {
-			common.SysLog(fmt.Sprintf("failed to unmarshal setting: channel_id=%d, error=%v", channel.Id, err))
+			common.SysLog(common.LogText("failed to unmarshal setting: channel_id=%d, error=%v", channel.Id, err))
 			channel.Setting = nil // 清空设置以避免后续错误
 			_ = channel.Save()    // 保存修改
 		}
@@ -1051,7 +1056,7 @@ func (channel *Channel) GetSetting() dto.ChannelSettings {
 func (channel *Channel) SetSetting(setting dto.ChannelSettings) {
 	settingBytes, err := common.Marshal(setting)
 	if err != nil {
-		common.SysLog(fmt.Sprintf("failed to marshal setting: channel_id=%d, error=%v", channel.Id, err))
+		common.SysLog(common.LogText("failed to marshal setting: channel_id=%d, error=%v", channel.Id, err))
 		return
 	}
 	channel.Setting = common.GetPointer[string](string(settingBytes))
@@ -1062,7 +1067,7 @@ func (channel *Channel) GetOtherSettings() dto.ChannelOtherSettings {
 	if channel.OtherSettings != "" {
 		err := common.UnmarshalJsonStr(channel.OtherSettings, &setting)
 		if err != nil {
-			common.SysLog(fmt.Sprintf("failed to unmarshal setting: channel_id=%d, error=%v", channel.Id, err))
+			common.SysLog(common.LogText("failed to unmarshal setting: channel_id=%d, error=%v", channel.Id, err))
 			channel.OtherSettings = "{}" // 清空设置以避免后续错误
 			_ = channel.Save()           // 保存修改
 		}
@@ -1076,7 +1081,7 @@ func (channel *Channel) GetOtherSettings() dto.ChannelOtherSettings {
 func (channel *Channel) SetOtherSettings(setting dto.ChannelOtherSettings) {
 	settingBytes, err := common.Marshal(setting)
 	if err != nil {
-		common.SysLog(fmt.Sprintf("failed to marshal setting: channel_id=%d, error=%v", channel.Id, err))
+		common.SysLog(common.LogText("failed to marshal setting: channel_id=%d, error=%v", channel.Id, err))
 		return
 	}
 	channel.OtherSettings = string(settingBytes)
@@ -1087,7 +1092,7 @@ func (channel *Channel) GetParamOverride() map[string]any {
 	if channel.ParamOverride != nil && *channel.ParamOverride != "" {
 		err := common.Unmarshal([]byte(*channel.ParamOverride), &paramOverride)
 		if err != nil {
-			common.SysLog(fmt.Sprintf("failed to unmarshal param override: channel_id=%d, error=%v", channel.Id, err))
+			common.SysLog(common.LogText("failed to unmarshal param override: channel_id=%d, error=%v", channel.Id, err))
 		}
 	}
 	return paramOverride
@@ -1098,7 +1103,7 @@ func (channel *Channel) GetHeaderOverride() map[string]any {
 	if channel.HeaderOverride != nil && *channel.HeaderOverride != "" {
 		err := common.Unmarshal([]byte(*channel.HeaderOverride), &headerOverride)
 		if err != nil {
-			common.SysLog(fmt.Sprintf("failed to unmarshal header override: channel_id=%d, error=%v", channel.Id, err))
+			common.SysLog(common.LogText("failed to unmarshal header override: channel_id=%d, error=%v", channel.Id, err))
 		}
 	}
 	return headerOverride
diff --git a/model/channel_cache.go b/model/channel_cache.go
index d5e8417..395761d 100644
--- a/model/channel_cache.go
+++ b/model/channel_cache.go
@@ -108,13 +108,13 @@ func InitChannelCache() {
 	// invalidating the pricing cache, otherwise the reversed order deadlocks.
 	InvalidatePricingCache()
 	rebuildTaskAliasView()
-	common.SysLog("channels synced from database")
+	common.SysLog(common.LogText("channels synced from database"))
 }
 
 func SyncChannelCache(frequency int) {
 	for {
 		time.Sleep(time.Duration(frequency) * time.Second)
-		common.SysLog("syncing channels from database")
+		common.SysLog(common.LogText("syncing channels from database"))
 		InitChannelCache()
 	}
 }
@@ -159,7 +159,7 @@ func GetRandomSatisfiedChannel(
 		if channel, ok := channelsIDM[channels[0]]; ok {
 			return channel, nil
 		}
-		return nil, fmt.Errorf("数据库一致性错误，渠道# %d 不存在，请联系管理员修复", channels[0])
+		return nil, fmt.Errorf("database consistency error: channel #%d does not exist, please contact the administrator", channels[0])
 	}
 
 	uniquePriorities := make(map[int]bool)
@@ -167,7 +167,7 @@ func GetRandomSatisfiedChannel(
 		if channel, ok := channelsIDM[channelId]; ok {
 			uniquePriorities[int(channel.GetPriority())] = true
 		} else {
-			return nil, fmt.Errorf("数据库一致性错误，渠道# %d 不存在，请联系管理员修复", channelId)
+			return nil, fmt.Errorf("database consistency error: channel #%d does not exist, please contact the administrator", channelId)
 		}
 	}
 	var sortedUniquePriorities []int
@@ -191,7 +191,7 @@ func GetRandomSatisfiedChannel(
 				targetChannels = append(targetChannels, channel)
 			}
 		} else {
-			return nil, fmt.Errorf("数据库一致性错误，渠道# %d 不存在，请联系管理员修复", channelId)
+			return nil, fmt.Errorf("database consistency error: channel #%d does not exist, please contact the administrator", channelId)
 		}
 	}
 
@@ -239,7 +239,7 @@ func CacheGetChannel(id int) (*Channel, error) {
 
 	c, ok := channelsIDM[id]
 	if !ok {
-		return nil, fmt.Errorf("渠道# %d，已不存在", id)
+		return nil, fmt.Errorf("channel #%d no longer exists", id)
 	}
 	return c, nil
 }
@@ -257,7 +257,7 @@ func CacheGetChannelInfo(id int) (*ChannelInfo, error) {
 
 	c, ok := channelsIDM[id]
 	if !ok {
-		return nil, fmt.Errorf("渠道# %d，已不存在", id)
+		return nil, fmt.Errorf("channel #%d no longer exists", id)
 	}
 	return &c.ChannelInfo, nil
 }
diff --git a/model/channel_constraint.go b/model/channel_constraint.go
index 5e7f1b6..516831c 100644
--- a/model/channel_constraint.go
+++ b/model/channel_constraint.go
@@ -123,11 +123,16 @@ func channelMatchesFilter(ch *Channel, modelName string, filter dto.ChannelFilte
 		config := ch.GetOtherSettings().AdvancedCustom
 		return config != nil && config.SupportsPathForModel(filter.RequestPath, modelName)
 	case dto.FilterTaskPluginIdentity:
-		if ch.Type == constant.ChannelTypeTaskPlugin {
-			key := ch.GetSetting().TaskPluginKey
-			return filter.TaskPluginKey != "" && (key == filter.TaskPluginKey || slices.Contains(filter.TaskPluginKeys, key))
+		if filter.TaskPluginKey == "" {
+			return ch.Type != constant.ChannelTypeTaskPlugin
 		}
-		return filter.TaskPluginKey == "" || slices.Contains(filter.TaskPluginChannelTypes, ch.Type)
+		if ch.Type == constant.ChannelTypeTaskPlugin || ch.Type == constant.ChannelTypeNewAPI {
+			// A New API channel serves every plugin it is extended with; the
+			// pinned plugin or any shared-model candidate may execute there.
+			setting := ch.GetSetting()
+			return setting.BindsTaskPlugin(filter.TaskPluginKey) || slices.ContainsFunc(filter.TaskPluginKeys, setting.BindsTaskPlugin)
+		}
+		return slices.Contains(filter.TaskPluginChannelTypes, ch.Type)
 	case dto.FilterResponsesWebSocket:
 		if !ch.GetSetting().ResponsesWebSocketEnabled {
 			return false
diff --git a/model/channel_priority.go b/model/channel_priority.go
new file mode 100644
index 0000000..27391d1
--- /dev/null
+++ b/model/channel_priority.go
@@ -0,0 +1,244 @@
+package model
+
+import (
+	"crypto/sha256"
+	"errors"
+	"fmt"
+	"slices"
+
+	"github.com/QuantumNous/new-api/common"
+	"gorm.io/gorm"
+)
+
+// Keep priorities lossless in the web console's JSON number representation.
+const maxSortablePriority int64 = 1<<53 - 1
+
+var ErrChannelPriorityConflict = errors.New("Channel priorities changed. Refresh and try again.")
+var ErrChannelPriorityInvalid = errors.New("Invalid channel priority move")
+var ErrChannelPriorityRange = errors.New("Channel priority is outside the sortable range")
+
+type ChannelPriority struct {
+	ID       int    `json:"id"`
+	Priority *int64 `json:"priority"`
+}
+
+func (item ChannelPriority) value() int64 {
+	if item.Priority == nil {
+		return 0
+	}
+	return *item.Priority
+}
+
+type ChannelPriorityChange struct {
+	ID       int    `json:"id"`
+	Previous *int64 `json:"previous"`
+	Priority *int64 `json:"priority"`
+}
+
+type ChannelPriorityOrder struct {
+	Revision string                  `json:"revision"`
+	Items    []ChannelPriority       `json:"items"`
+	Changes  []ChannelPriorityChange `json:"changes"`
+}
+
+type ChannelPriorityMove struct {
+	Revision string                  `json:"revision"`
+	ID       int                     `json:"id"`
+	TargetID int                     `json:"target_id"`
+	Position string                  `json:"position"` // before / after use descending priority order
+	Preview  bool                    `json:"preview"`
+	Restore  []ChannelPriorityChange `json:"restore,omitempty"`
+}
+
+func channelPriorityRevision(items []ChannelPriority) string {
+	data, _ := common.Marshal(items)
+	return fmt.Sprintf("%x", sha256.Sum256(data))
+}
+
+func GetChannelPriorityOrder() (ChannelPriorityOrder, error) {
+	result := ChannelPriorityOrder{Items: []ChannelPriority{}, Changes: []ChannelPriorityChange{}}
+	err := DB.Model(&Channel{}).Select("id", "priority").Order("id").Find(&result.Items).Error
+	result.Revision = channelPriorityRevision(result.Items)
+	return result, err
+}
+
+// ReorderChannelPriority updates only priorities, including the routing copy in
+// abilities. A snapshot check also protects preview/commit and undo from stale
+// clients; row locks serialize concurrent reorders on MySQL and PostgreSQL.
+func ReorderChannelPriority(move ChannelPriorityMove) (ChannelPriorityOrder, error) {
+	result := ChannelPriorityOrder{Items: []ChannelPriority{}, Changes: []ChannelPriorityChange{}}
+	err := DB.Transaction(func(tx *gorm.DB) error {
+		query := tx.Model(&Channel{}).Select("id", "priority").Order("id")
+		if !move.Preview {
+			query = lockForUpdate(query)
+		}
+		if err := query.Find(&result.Items).Error; err != nil {
+			return err
+		}
+		if move.Revision == "" || move.Revision != channelPriorityRevision(result.Items) {
+			return ErrChannelPriorityConflict
+		}
+		changes, err := planChannelPriorityMove(result.Items, move)
+		if err != nil {
+			return err
+		}
+		result.Changes = changes
+		byID := make(map[int]*ChannelPriority, len(result.Items))
+		for i := range result.Items {
+			byID[result.Items[i].ID] = &result.Items[i]
+		}
+		for _, change := range changes {
+			byID[change.ID].Priority = change.Priority
+			if move.Preview {
+				continue
+			}
+			if err := tx.Model(&Channel{}).Where("id = ?", change.ID).Update("priority", change.Priority).Error; err != nil {
+				return err
+			}
+			if err := tx.Model(&Ability{}).Where("channel_id = ?", change.ID).Update("priority", change.Priority).Error; err != nil {
+				return err
+			}
+		}
+		result.Revision = channelPriorityRevision(result.Items)
+		return nil
+	})
+	return result, err
+}
+
+// Equal-priority channels remain together. Opening a slot shifts the shorter
+// contiguous run of occupied integer priorities, measured by affected channels.
+func planChannelPriorityMove(items []ChannelPriority, move ChannelPriorityMove) ([]ChannelPriorityChange, error) {
+	changes := []ChannelPriorityChange{}
+	byID := make(map[int]ChannelPriority, len(items))
+	for _, item := range items {
+		if item.value() < -maxSortablePriority || item.value() > maxSortablePriority {
+			return nil, ErrChannelPriorityRange
+		}
+		byID[item.ID] = item
+	}
+	if len(move.Restore) > 0 {
+		if move.ID != 0 || move.TargetID != 0 || move.Position != "" {
+			return nil, ErrChannelPriorityInvalid
+		}
+		seen := make(map[int]bool, len(move.Restore))
+		for _, change := range move.Restore {
+			item, ok := byID[change.ID]
+			if !ok || seen[change.ID] || (change.Priority != nil && (*change.Priority < -maxSortablePriority || *change.Priority > maxSortablePriority)) {
+				return nil, ErrChannelPriorityInvalid
+			}
+			if !equalPriority(item.Priority, change.Previous) {
+				return nil, ErrChannelPriorityConflict
+			}
+			seen[change.ID] = true
+			if !equalPriority(item.Priority, change.Priority) {
+				changes = append(changes, change)
+			}
+		}
+		return changes, nil
+	}
+	item, ok := byID[move.ID]
+	target, targetOK := byID[move.TargetID]
+	if !ok || !targetOK || move.ID == move.TargetID || !slices.Contains([]string{"before", "after", "same"}, move.Position) {
+		return nil, ErrChannelPriorityInvalid
+	}
+	values := make(map[int]int64, len(items))
+	for _, entry := range items {
+		values[entry.ID] = entry.value()
+	}
+	if move.Position == "same" {
+		values[item.ID] = target.value()
+	} else {
+		counts := make(map[int64]int)
+		for _, entry := range items {
+			if entry.ID != item.ID {
+				counts[entry.value()]++
+			}
+		}
+		levels := make([]int64, 0, len(counts))
+		for level := range counts {
+			levels = append(levels, level)
+		}
+		slices.SortFunc(levels, func(a, b int64) int {
+			if a > b {
+				return -1
+			}
+			if a < b {
+				return 1
+			}
+			return 0
+		})
+		index := slices.Index(levels, target.value())
+		if move.Position == "after" {
+			index++
+		}
+		hi, lo := maxSortablePriority+1, -maxSortablePriority-1
+		if index > 0 {
+			hi = levels[index-1]
+		}
+		if index < len(levels) {
+			lo = levels[index]
+		}
+		// Dropping into the channel's existing slot must not renumber it.
+		if item.value() < hi && item.value() > lo {
+			return changes, nil
+		}
+		if hi-lo < 2 {
+			up, down := index-1, index
+			upCost, downCost := 0, 0
+			for up >= 0 {
+				upCost += counts[levels[up]]
+				if (up == 0 && levels[up] < maxSortablePriority) || (up > 0 && levels[up-1]-levels[up] > 1) {
+					break
+				}
+				up--
+			}
+			for down < len(levels) {
+				downCost += counts[levels[down]]
+				if (down == len(levels)-1 && levels[down] > -maxSortablePriority) || (down+1 < len(levels) && levels[down]-levels[down+1] > 1) {
+					break
+				}
+				down++
+			}
+			canUp, canDown := up >= 0 && index > 0, down < len(levels) && index < len(levels)
+			if !canUp && !canDown {
+				return nil, ErrChannelPriorityRange
+			}
+			if canUp && (!canDown || upCost < downCost) {
+				for id, value := range values {
+					if id != item.ID && value >= levels[index-1] && value <= levels[up] {
+						values[id]++
+					}
+				}
+				hi++
+			} else {
+				for id, value := range values {
+					if id != item.ID && value <= levels[index] && value >= levels[down] {
+						values[id]--
+					}
+				}
+				lo--
+			}
+		}
+		value := lo + (hi-lo)/2
+		if index == 0 {
+			value = min(maxSortablePriority, lo+10)
+		} else if index == len(levels) {
+			value = max(-maxSortablePriority, hi-10)
+		}
+		values[item.ID] = value
+	}
+	for _, entry := range items {
+		value := values[entry.ID]
+		if value != entry.value() {
+			changes = append(changes, ChannelPriorityChange{ID: entry.ID, Previous: entry.Priority, Priority: &value})
+		}
+	}
+	return changes, nil
+}
+
+func equalPriority(a, b *int64) bool {
+	if a == nil || b == nil {
+		return a == nil && b == nil
+	}
+	return *a == *b
+}
diff --git a/model/channel_priority_test.go b/model/channel_priority_test.go
new file mode 100644
index 0000000..1bd2ebc
--- /dev/null
+++ b/model/channel_priority_test.go
@@ -0,0 +1,209 @@
+package model
+
+import (
+	"errors"
+	"os"
+	"sync"
+	"testing"
+
+	"github.com/QuantumNous/new-api/common"
+	"github.com/glebarez/sqlite"
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/require"
+	"gorm.io/driver/mysql"
+	"gorm.io/driver/postgres"
+	"gorm.io/gorm"
+	"gorm.io/gorm/schema"
+)
+
+func TestChannelPriorityPlan(t *testing.T) {
+	for _, tc := range []struct {
+		name       string
+		values     []int64
+		id, target int
+		position   string
+		want       map[int]int64
+	}{
+		{"midpoint", []int64{100, 80, 0}, 3, 2, "before", map[int]int64{3: 90}},
+		{"top preserves peers", []int64{0, 0, 0}, 3, 1, "before", map[int]int64{3: 10}},
+		{"bottom", []int64{0, 0, 0}, 1, 3, "after", map[int]int64{1: -10}},
+		{"same tier", []int64{100, 80, 0}, 3, 2, "same", map[int]int64{3: 80}},
+		{"same slot", []int64{100, 80, 0}, 2, 1, "after", map[int]int64{}},
+		{"same tier no op", []int64{0, 0}, 1, 2, "same", map[int]int64{}},
+		{"shift smaller upper tier", []int64{100, 99, 99, 0}, 4, 2, "before", map[int]int64{1: 101, 4: 100}},
+		{"shift smaller lower tier", []int64{100, 100, 99, 0}, 4, 3, "before", map[int]int64{3: 98, 4: 99}},
+		{"shift complete adjacent tiers", []int64{102, 101, 100, 99, 0}, 5, 3, "after", map[int]int64{4: 98, 5: 99}},
+		{"upper safe bound", []int64{maxSortablePriority, 0}, 2, 1, "before", map[int]int64{1: maxSortablePriority - 1, 2: maxSortablePriority}},
+		{"lower safe bound", []int64{-maxSortablePriority, 0}, 2, 1, "after", map[int]int64{1: -maxSortablePriority + 1, 2: -maxSortablePriority}},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			items := make([]ChannelPriority, len(tc.values))
+			for i, value := range tc.values {
+				items[i] = ChannelPriority{ID: i + 1, Priority: &value}
+			}
+			changes, err := planChannelPriorityMove(items, ChannelPriorityMove{ID: tc.id, TargetID: tc.target, Position: tc.position})
+			require.NoError(t, err)
+			got := map[int]int64{}
+			for _, change := range changes {
+				require.NotNil(t, change.Priority)
+				got[change.ID] = *change.Priority
+			}
+			assert.Equal(t, tc.want, got)
+		})
+	}
+	_, err := planChannelPriorityMove([]ChannelPriority{{ID: 1}, {ID: 2}}, ChannelPriorityMove{ID: 1, TargetID: 2, Position: "invalid"})
+	assert.ErrorIs(t, err, ErrChannelPriorityInvalid)
+}
+
+func TestChannelPriorityDatabaseMatrix(t *testing.T) {
+	for _, dialect := range []string{"sqlite", "mysql", "postgres"} {
+		t.Run(dialect, func(t *testing.T) {
+			var driver gorm.Dialector
+			switch dialect {
+			case "sqlite":
+				driver = sqlite.Open(":memory:")
+			case "mysql":
+				dsn := os.Getenv("TEST_MYSQL_DSN")
+				if dsn == "" {
+					t.Skip("TEST_MYSQL_DSN not configured")
+				}
+				driver = mysql.Open(dsn)
+			case "postgres":
+				dsn := os.Getenv("TEST_POSTGRES_DSN")
+				if dsn == "" {
+					t.Skip("TEST_POSTGRES_DSN not configured")
+				}
+				driver = postgres.Open(dsn)
+			}
+			db, err := gorm.Open(driver, &gorm.Config{NamingStrategy: schema.NamingStrategy{TablePrefix: "priority_test_"}})
+			require.NoError(t, err)
+			sqlDB, err := db.DB()
+			require.NoError(t, err)
+			sqlDB.SetMaxOpenConns(1)
+			previousDB, previousType := DB, common.MainDatabaseType()
+			DB = db
+			common.SetMainDatabaseType(common.DatabaseType(dialect))
+			initCol()
+			t.Cleanup(func() {
+				require.NoError(t, db.Migrator().DropTable(&Ability{}, &Channel{}))
+				DB = previousDB
+				common.SetMainDatabaseType(previousType)
+				initCol()
+				require.NoError(t, sqlDB.Close())
+			})
+			require.NoError(t, db.AutoMigrate(&Channel{}, &Ability{}))
+			var version string
+			query := "SELECT version()"
+			if dialect == "sqlite" {
+				query = "SELECT sqlite_version()"
+			}
+			require.NoError(t, db.Raw(query).Scan(&version).Error)
+			t.Logf("database version: %s", version)
+			high, low, zero := int64(100), int64(99), int64(0)
+			w1, w2, w3, w4 := uint(11), uint(22), uint(33), uint(44)
+			channels := []Channel{
+				{Name: "high", Priority: &high, Weight: &w1, Key: "preserved", Status: 1},
+				{Name: "low", Priority: &low, Weight: &w2, Status: 1},
+				{Name: "peer", Priority: &low, Weight: &w3, Status: 1},
+				{Name: "moving", Priority: &zero, Weight: &w4, Status: 1},
+			}
+			require.NoError(t, db.Create(&channels).Error)
+			for _, channel := range channels {
+				for _, group := range []string{"default", "second"} {
+					require.NoError(t, db.Create(&Ability{Group: group, Model: "test", ChannelId: channel.Id, Priority: channel.Priority, Weight: uint(*channel.Weight), Enabled: true}).Error)
+				}
+			}
+			initial, err := GetChannelPriorityOrder()
+			require.NoError(t, err)
+			move := ChannelPriorityMove{Revision: initial.Revision, ID: channels[3].Id, TargetID: channels[1].Id, Position: "before", Preview: true}
+			preview, err := ReorderChannelPriority(move)
+			require.NoError(t, err)
+			require.Len(t, preview.Changes, 2)
+			unchanged, err := GetChannelPriorityOrder()
+			require.NoError(t, err)
+			assert.Equal(t, initial, unchanged, "preview does not persist")
+			move.Preview = false
+			applied, err := ReorderChannelPriority(move)
+			require.NoError(t, err)
+			assert.Equal(t, preview, applied)
+			for _, change := range applied.Changes {
+				var abilities []Ability
+				require.NoError(t, db.Where("channel_id = ?", change.ID).Find(&abilities).Error)
+				require.Len(t, abilities, 2)
+				for _, ability := range abilities {
+					assert.Equal(t, change.Priority, ability.Priority)
+					assert.True(t, ability.Enabled)
+				}
+			}
+			var saved Channel
+			require.NoError(t, db.First(&saved, channels[0].Id).Error)
+			assert.Equal(t, "preserved", saved.Key)
+			assert.Equal(t, channels[0].Weight, saved.Weight)
+			_, err = ReorderChannelPriority(move)
+			assert.ErrorIs(t, err, ErrChannelPriorityConflict)
+			undo := ChannelPriorityMove{Revision: applied.Revision}
+			for _, change := range applied.Changes {
+				undo.Restore = append(undo.Restore, ChannelPriorityChange{ID: change.ID, Previous: change.Priority, Priority: change.Previous})
+			}
+			restored, err := ReorderChannelPriority(undo)
+			require.NoError(t, err)
+			assert.Equal(t, initial.Items, restored.Items)
+			assert.Equal(t, initial.Revision, restored.Revision)
+			if dialect != "sqlite" {
+				sqlDB.SetMaxOpenConns(2)
+			}
+			start := make(chan struct{})
+			errorsCh := make(chan error, 2)
+			var workers sync.WaitGroup
+			for range 2 {
+				workers.Go(func() { <-start; _, moveErr := ReorderChannelPriority(move); errorsCh <- moveErr })
+			}
+			close(start)
+			workers.Wait()
+			close(errorsCh)
+			succeeded, conflicted := 0, 0
+			for moveErr := range errorsCh {
+				if moveErr == nil {
+					succeeded++
+				} else {
+					require.ErrorIs(t, moveErr, ErrChannelPriorityConflict)
+					conflicted++
+				}
+			}
+			assert.Equal(t, 1, succeeded)
+			assert.Equal(t, 1, conflicted)
+			_, err = ReorderChannelPriority(undo)
+			require.NoError(t, err)
+			sqlDB.SetMaxOpenConns(1)
+			// An ability write failure must roll back every channel change too.
+			require.NoError(t, db.Callback().Update().Before("gorm:update").Register("priority_test_failure", func(tx *gorm.DB) {
+				if tx.Statement.Table == "priority_test_abilities" {
+					tx.AddError(errors.New("forced routing write failure"))
+				}
+			}))
+			_, err = ReorderChannelPriority(move)
+			require.ErrorContains(t, err, "forced routing write failure")
+			require.NoError(t, db.Callback().Update().Remove("priority_test_failure"))
+			unchanged, err = GetChannelPriorityOrder()
+			require.NoError(t, err)
+			assert.Equal(t, initial, unchanged)
+			// Null priority is an effective zero and undo must restore the null itself.
+			require.NoError(t, db.Model(&Channel{}).Where("id = ?", channels[3].Id).Update("priority", nil).Error)
+			nullable, err := GetChannelPriorityOrder()
+			require.NoError(t, err)
+			var sorted []ChannelPriority
+			require.NoError(t, NewChannelSortOptions("priority", "asc", false).Apply(db.Model(&Channel{}).Select("id", "priority")).Find(&sorted).Error)
+			assert.Equal(t, []int{channels[3].Id, channels[2].Id, channels[1].Id, channels[0].Id}, []int{sorted[0].ID, sorted[1].ID, sorted[2].ID, sorted[3].ID})
+			move.Revision = nullable.Revision
+			applied, err = ReorderChannelPriority(move)
+			require.NoError(t, err)
+			undo = ChannelPriorityMove{Revision: applied.Revision}
+			for _, change := range applied.Changes {
+				undo.Restore = append(undo.Restore, ChannelPriorityChange{ID: change.ID, Previous: change.Priority, Priority: change.Previous})
+			}
+			restored, err = ReorderChannelPriority(undo)
+			require.NoError(t, err)
+			assert.Equal(t, nullable.Items, restored.Items)
+		})
+	}
+}
diff --git a/model/checkin.go b/model/checkin.go
index e72d132..2872802 100644
--- a/model/checkin.go
+++ b/model/checkin.go
@@ -1,7 +1,6 @@
 package model
 
 import (
-	"errors"
 	"math/rand"
 	"time"
 
@@ -55,7 +54,7 @@ func HasCheckedInToday(userId int) (bool, error) {
 func UserCheckin(userId int) (*Checkin, error) {
 	setting := operation_setting.GetCheckinSetting()
 	if !setting.Enabled {
-		return nil, errors.New("签到功能未启用")
+		return nil, common.NewMessage("Check-in feature is not enabled")
 	}
 
 	// 检查今天是否已签到
@@ -64,7 +63,7 @@ func UserCheckin(userId int) (*Checkin, error) {
 		return nil, err
 	}
 	if hasChecked {
-		return nil, errors.New("今日已签到")
+		return nil, common.NewMessage("Already checked in today")
 	}
 
 	// 计算随机额度奖励
@@ -97,13 +96,13 @@ func userCheckinWithTransaction(checkin *Checkin, userId int, quotaAwarded int)
 		// 步骤1: 创建签到记录
 		// 数据库有唯一约束 (user_id, checkin_date)，可以防止并发重复签到
 		if err := tx.Create(checkin).Error; err != nil {
-			return errors.New("签到失败，请稍后重试")
+			return common.NewMessage("Check-in failed, please try again later")
 		}
 
 		// 步骤2: 在事务中增加用户额度
 		if err := tx.Model(&User{}).Where("id = ?", userId).
 			Update("quota", gorm.Expr("quota + ?", quotaAwarded)).Error; err != nil {
-			return errors.New("签到失败：更新额度出错")
+			return common.NewMessage("Check-in failed: quota update error")
 		}
 
 		return nil
@@ -126,7 +125,7 @@ func userCheckinWithoutTransaction(checkin *Checkin, userId int, quotaAwarded in
 	// 步骤1: 创建签到记录
 	// 数据库有唯一约束 (user_id, checkin_date)，可以防止并发重复签到
 	if err := DB.Create(checkin).Error; err != nil {
-		return nil, errors.New("签到失败，请稍后重试")
+		return nil, common.NewMessage("Check-in failed, please try again later")
 	}
 
 	// 步骤2: 增加用户额度
@@ -134,7 +133,7 @@ func userCheckinWithoutTransaction(checkin *Checkin, userId int, quotaAwarded in
 	if err := IncreaseUserQuota(userId, quotaAwarded, true); err != nil {
 		// 如果增加额度失败，需要回滚签到记录
 		DB.Delete(checkin)
-		return nil, errors.New("签到失败：更新额度出错")
+		return nil, common.NewMessage("Check-in failed: quota update error")
 	}
 
 	return checkin, nil
diff --git a/model/detection.go b/model/detection.go
index 49d21d3..ac6a1f7 100644
--- a/model/detection.go
+++ b/model/detection.go
@@ -39,18 +39,19 @@ type DetectionRun struct {
 }
 
 type DetectionCall struct {
-	ID         string `gorm:"primaryKey;type:varchar(64)"`
-	RunID      string `gorm:"index;type:varchar(64)"`
-	SecretHash string `gorm:"uniqueIndex;type:varchar(64)"`
-	ExpiresAt  int64
-	StartedAt  int64
-	FinishedAt int64
-	State      string `gorm:"type:varchar(24)"`
-	Usage      string `gorm:"type:text"`
-	Sample     string `gorm:"type:text"`
-	Quota      int
-	Available  *bool
-	Error      string
+	FirstTokenMS *int64
+	ID           string `gorm:"primaryKey;type:varchar(64)"`
+	RunID        string `gorm:"index;type:varchar(64)"`
+	SecretHash   string `gorm:"uniqueIndex;type:varchar(64)"`
+	ExpiresAt    int64
+	StartedAt    int64
+	FinishedAt   int64
+	State        string `gorm:"type:varchar(24)"`
+	Usage        string `gorm:"type:text"`
+	Sample       string `gorm:"type:text"`
+	Quota        int
+	Available    *bool
+	Error        string
 }
 
 func DetectionSecretHash(secret string) string {
@@ -144,7 +145,7 @@ func FinishDetectionCall(call *DetectionCall) error {
 		return errors.New("invalid charge")
 	}
 	return DB.Model(&DetectionCall{}).Where("id = ? AND state = ?", call.ID, "running").Updates(map[string]any{
-		"state": "finished", "finished_at": time.Now().Unix(), "usage": call.Usage, "sample": call.Sample, "quota": call.Quota, "available": call.Available, "error": call.Error,
+		"state": "finished", "finished_at": time.Now().Unix(), "usage": call.Usage, "sample": call.Sample, "quota": call.Quota, "available": call.Available, "error": call.Error, "first_token_ms": call.FirstTokenMS,
 	}).Error
 }
 
diff --git a/model/detection_schedule.go b/model/detection_schedule.go
index 24f030e..6fe85af 100644
--- a/model/detection_schedule.go
+++ b/model/detection_schedule.go
@@ -20,7 +20,7 @@ type DetectionSchedule struct {
 }
 
 func NextDetectionInterval(lastValid, outcome string, current int) int {
-	if outcome != "normal" && outcome != "degraded" {
+	if outcome != "normal" && outcome != "degraded" && outcome != "incomplete" {
 		return 15
 	}
 	if lastValid == "" {
@@ -51,7 +51,10 @@ func ApplyDetectionScheduleResult(ctx context.Context, channelID int, kind, resu
 			return nil
 		}
 		state.IntervalMinutes = NextDetectionInterval(state.LastValid, outcome, state.IntervalMinutes)
-		if outcome == "normal" || outcome == "degraded" {
+		if kind == "ciallo" {
+			state.IntervalMinutes = 45
+		}
+		if outcome == "normal" || outcome == "degraded" || outcome == "incomplete" {
 			state.LastValid = outcome
 		}
 		state.LastFinishedAt, state.LastResultID = finishedAt, resultID
diff --git a/model/detection_schedule_test.go b/model/detection_schedule_test.go
index 5740df0..5c73a5e 100644
--- a/model/detection_schedule_test.go
+++ b/model/detection_schedule_test.go
@@ -26,10 +26,11 @@ func TestAdaptiveDetectionIntervals(t *testing.T) {
 	}{
 		{"normal", 30}, {"normal", 60}, {"normal", 60}, {"degraded", 15}, {"normal", 15}, {"normal", 30}, {"normal", 60},
 		{"unknown", 15}, {"unknown", 15}, {"normal", 30}, {"normal", 60}, {"failed", 15}, {"degraded", 15}, {"degraded", 30}, {"degraded", 60},
+		{"incomplete", 15}, {"incomplete", 30}, {"incomplete", 60}, {"failed", 15}, {"incomplete", 30}, {"normal", 15},
 	} {
 		state.IntervalMinutes = NextDetectionInterval(state.LastValid, step.result, state.IntervalMinutes)
 		assert.Equal(t, step.interval, state.IntervalMinutes, step.result)
-		if step.result == "normal" || step.result == "degraded" {
+		if step.result == "normal" || step.result == "degraded" || step.result == "incomplete" {
 			state.LastValid = step.result
 		}
 	}
@@ -119,6 +120,13 @@ func TestAdaptiveDetectionDatabaseMatrix(t *testing.T) {
 			require.NoError(t, db.First(&loaded, "channel_id = ? AND kind = ?", 12, "pelican").Error)
 			assert.Equal(t, 15, loaded.IntervalMinutes)
 			assert.Equal(t, int64(6400), loaded.NextDueAt)
+			require.NoError(t, EnsureDetectionSchedule(ctx, DetectionSchedule{ChannelID: 13, Kind: "vision", IntervalMinutes: 30}))
+			require.NoError(t, ApplyDetectionScheduleResult(ctx, 13, "vision", "incomplete", 7000, "incomplete"))
+			require.NoError(t, ApplyDetectionScheduleResult(ctx, 13, "vision", "transport-error", 7100, "failed"))
+			var visionSchedule DetectionSchedule
+			require.NoError(t, db.First(&visionSchedule, "channel_id = ? AND kind = ?", 13, "vision").Error)
+			assert.Equal(t, "incomplete", visionSchedule.LastValid)
+			assert.Equal(t, 15, visionSchedule.IntervalMinutes)
 			assert.Equal(t, "degraded", loaded.LastValid)
 			seed.Kind = "fingerprint"
 			require.NoError(t, EnsureDetectionSchedule(ctx, seed))
@@ -127,7 +135,7 @@ func TestAdaptiveDetectionDatabaseMatrix(t *testing.T) {
 			require.NoError(t, db.AutoMigrate(&SystemTask{}, &DetectionSchedule{}))
 			var rows []DetectionSchedule
 			require.NoError(t, db.Find(&rows).Error)
-			require.Len(t, rows, 2)
+			require.Len(t, rows, 3)
 			// Reinitializing from history must not overwrite a persisted clock.
 			seed.Kind = "pelican"
 			require.NoError(t, EnsureDetectionSchedule(ctx, seed))
diff --git a/model/frontend_option_migration.go b/model/frontend_option_migration.go
index e8ac9f2..52ebe99 100644
--- a/model/frontend_option_migration.go
+++ b/model/frontend_option_migration.go
@@ -85,7 +85,7 @@ func migrateLegacyOption(sourceKey, targetKey string, transform legacyOptionTran
 
 		value, transformErr := transform(source.Value)
 		if transformErr != nil {
-			common.SysError(fmt.Sprintf("legacy option %s was not migrated: %v", sourceKey, transformErr))
+			common.SysError(common.LogText("legacy option %s was not migrated: %v", sourceKey, transformErr))
 			return nil
 		}
 		if errors.Is(err, gorm.ErrRecordNotFound) {
@@ -205,7 +205,7 @@ func migrateLegacyUptimeOptions() error {
 		}
 
 		if urlErr != nil || slugErr != nil || strings.TrimSpace(urlOption.Value) == "" || strings.TrimSpace(slugOption.Value) == "" {
-			common.SysError("legacy Uptime Kuma options were not migrated: both URL and slug are required")
+			common.SysError(common.LogText("legacy Uptime Kuma options were not migrated: both URL and slug are required"))
 			return nil
 		}
 		groups := []map[string]any{{
@@ -221,7 +221,7 @@ func migrateLegacyUptimeOptions() error {
 		}
 		value := string(encoded)
 		if err := console_setting.ValidateConsoleSettings(value, "UptimeKumaGroups"); err != nil {
-			common.SysError(fmt.Sprintf("legacy Uptime Kuma options were not migrated: %v", err))
+			common.SysError(common.LogText("legacy Uptime Kuma options were not migrated: %v", err))
 			return nil
 		}
 		if errors.Is(targetErr, gorm.ErrRecordNotFound) {
diff --git a/model/gorm_logger.go b/model/gorm_logger.go
index f2cd989..0730c15 100644
--- a/model/gorm_logger.go
+++ b/model/gorm_logger.go
@@ -32,7 +32,7 @@ func newGormConfig(prepareStmt bool) *gorm.Config {
 func newGormLogger(w io.Writer) logger.Interface {
 	slowThresholdMs := common.GetEnvOrDefault("SQL_SLOW_THRESHOLD_MS", defaultSlowThresholdMs)
 	if slowThresholdMs < 0 || slowThresholdMs > maxSlowThresholdMs {
-		common.SysError(fmt.Sprintf("invalid SQL_SLOW_THRESHOLD_MS %d (allowed 0-%d, 0 disables slow query log), using default %d", slowThresholdMs, maxSlowThresholdMs, defaultSlowThresholdMs))
+		common.SysError(common.LogText("invalid SQL_SLOW_THRESHOLD_MS %d (allowed 0-%d, 0 disables slow query log), using default %d", slowThresholdMs, maxSlowThresholdMs, defaultSlowThresholdMs))
 		slowThresholdMs = defaultSlowThresholdMs
 	}
 	// 在 Writer 层脱敏而非包装 logger.Interface:后者会让 gorm 的 FileWithLineNum
diff --git a/model/group_model_performance.go b/model/group_model_performance.go
new file mode 100644
index 0000000..7c3aa08
--- /dev/null
+++ b/model/group_model_performance.go
@@ -0,0 +1,179 @@
+package model
+
+import (
+	"context"
+	"math"
+
+	"github.com/QuantumNous/new-api/common"
+)
+
+type ModelPerformanceMetric struct {
+	Value     float64 `json:"value"`
+	Samples   int     `json:"samples"`
+	Source    string  `json:"source"`
+	UpdatedAt int64   `json:"updated_at"`
+}
+
+type GroupModelPerformance struct {
+	Throughput *ModelPerformanceMetric `json:"throughput,omitempty"`
+	FirstToken *ModelPerformanceMetric `json:"first_token,omitempty"`
+}
+
+type performanceAccumulator struct {
+	total  float64
+	count  int
+	latest int64
+}
+
+func (a *performanceAccumulator) add(value *float64, at int64) {
+	if value == nil {
+		return
+	}
+	a.total += *value
+	a.count++
+	a.latest = max(a.latest, at)
+}
+
+func (a performanceAccumulator) metric(source string) *ModelPerformanceMetric {
+	if a.count == 0 {
+		return nil
+	}
+	return &ModelPerformanceMetric{Value: a.total / float64(a.count), Samples: a.count, Source: source, UpdatedAt: a.latest}
+}
+
+// The throughput definition matches usage logs: output tokens / total request
+// seconds. New logs retain milliseconds; legacy logs use their stored seconds.
+func modelLogPerformance(log Log) (throughput, firstToken *float64) {
+	var other struct {
+		FirstToken   *float64 `json:"frt"`
+		LatencyMs    *float64 `json:"latency_ms"`
+		StreamStatus struct {
+			Status         string `json:"status"`
+			EndReason      string `json:"end_reason"`
+			ResponseStatus string `json:"response_status"`
+		} `json:"stream_status"`
+	}
+	if common.UnmarshalJsonStr(log.Other, &other) != nil ||
+		(other.StreamStatus.Status != "" && other.StreamStatus.Status != "ok") ||
+		other.StreamStatus.EndReason == "client_gone" ||
+		(other.StreamStatus.ResponseStatus != "" && other.StreamStatus.ResponseStatus != "completed") {
+		return nil, nil
+	}
+	if log.IsStream && other.FirstToken != nil && *other.FirstToken >= 0 && !math.IsInf(*other.FirstToken, 0) && !math.IsNaN(*other.FirstToken) {
+		firstToken = other.FirstToken
+	}
+	duration := float64(log.UseTime) * 1000
+	if other.LatencyMs != nil {
+		duration = *other.LatencyMs
+	}
+	if log.CompletionTokens > 0 && duration > 0 && !math.IsInf(duration, 0) && !math.IsNaN(duration) {
+		value := float64(log.CompletionTokens) * 1000 / duration
+		if value > 0 && !math.IsInf(value, 0) {
+			throughput = &value
+		}
+	}
+	return throughput, firstToken
+}
+
+// Attribute calls to their billed group, never to a channel's current groups.
+// Each metric keeps its latest thirty usable calls independently. Failed and
+// non-streaming calls cannot replace a known first-token measurement.
+func GetGroupModelPerformance(ctx context.Context, group, modelName string) (GroupModelPerformance, error) {
+	result := GroupModelPerformance{}
+	if LOG_DB == nil || group == "" || modelName == "" {
+		return result, nil
+	}
+	var throughput, firstToken performanceAccumulator
+	lastID, lastAt := int64(0), int64(0)
+	for {
+		var logs []Log
+		query := LOG_DB.WithContext(ctx).Model(&Log{}).
+			Select("id", "created_at", "completion_tokens", "use_time", "is_stream", "other").
+			Where(map[string]any{"type": LogTypeConsume, "group": group, "model_name": modelName}).
+			Where("token_id > 0").Order("created_at DESC, id DESC").Limit(30)
+		if throughput.count == 30 {
+			query = query.Where("is_stream = ?", true)
+		}
+		if lastID > 0 {
+			query = query.Where("created_at < ? OR (created_at = ? AND id < ?)", lastAt, lastAt, lastID)
+		}
+		if err := query.Find(&logs).Error; err != nil {
+			return result, err
+		}
+		for _, log := range logs {
+			tps, ttft := modelLogPerformance(log)
+			if throughput.count < 30 {
+				throughput.add(tps, log.CreatedAt)
+			}
+			if firstToken.count < 30 {
+				firstToken.add(ttft, log.CreatedAt)
+			}
+		}
+		if len(logs) < 30 || (throughput.count == 30 && firstToken.count == 30) {
+			break
+		}
+		lastID = int64(logs[len(logs)-1].Id)
+		lastAt = logs[len(logs)-1].CreatedAt
+	}
+	result.Throughput = throughput.metric("calls")
+	result.FirstToken = firstToken.metric("calls")
+	if result.Throughput != nil && result.FirstToken != nil {
+		return result, nil
+	}
+	var channelIDs []int
+	if err := DB.WithContext(ctx).Model(&Ability{}).
+		Where(map[string]any{"group": group, "model": modelName, "enabled": true}).
+		Pluck("channel_id", &channelIDs).Error; err != nil {
+		return result, err
+	}
+	if len(channelIDs) == 0 {
+		return result, nil
+	}
+	if err := DB.WithContext(ctx).Model(&Channel{}).
+		Where("id IN ? AND status = ?", channelIDs, common.ChannelStatusEnabled).
+		Pluck("id", &channelIDs).Error; err != nil {
+		return result, err
+	}
+	if len(channelIDs) == 0 {
+		return result, nil
+	}
+	rows, err := LOG_DB.WithContext(ctx).Model(&Log{}).
+		Select("id", "channel_id", "created_at", "completion_tokens", "use_time", "is_stream", "other").
+		Where("type = ? AND token_id = 0 AND model_name = ? AND is_stream = ? AND channel_id IN ?", LogTypeConsume, modelName, true, channelIDs).
+		Where("content IN ?", []string{"模型测试", "Model test"}).Order("created_at DESC, id DESC").Rows()
+	if err != nil {
+		return result, err
+	}
+	defer rows.Close()
+	var testThroughput, testFirstToken performanceAccumulator
+	tpsChannels, ttftChannels := map[int]bool{}, map[int]bool{}
+	for rows.Next() {
+		var log Log
+		if err := LOG_DB.ScanRows(rows, &log); err != nil {
+			return result, err
+		}
+		tps, ttft := modelLogPerformance(log)
+		if tps != nil && !tpsChannels[log.ChannelId] {
+			testThroughput.add(tps, log.CreatedAt)
+			tpsChannels[log.ChannelId] = true
+		}
+		if ttft != nil && !ttftChannels[log.ChannelId] {
+			testFirstToken.add(ttft, log.CreatedAt)
+			ttftChannels[log.ChannelId] = true
+		}
+		if (result.Throughput != nil || len(tpsChannels) == len(channelIDs)) &&
+			(result.FirstToken != nil || len(ttftChannels) == len(channelIDs)) {
+			break
+		}
+	}
+	if err := rows.Err(); err != nil {
+		return result, err
+	}
+	if result.Throughput == nil {
+		result.Throughput = testThroughput.metric("test")
+	}
+	if result.FirstToken == nil {
+		result.FirstToken = testFirstToken.metric("test")
+	}
+	return result, nil
+}
diff --git a/model/group_model_performance_test.go b/model/group_model_performance_test.go
new file mode 100644
index 0000000..71dfdf1
--- /dev/null
+++ b/model/group_model_performance_test.go
@@ -0,0 +1,116 @@
+package model
+
+import (
+	"context"
+	"fmt"
+	"os"
+	"testing"
+	"time"
+
+	"github.com/QuantumNous/new-api/common"
+	"github.com/glebarez/sqlite"
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/require"
+	"gorm.io/driver/mysql"
+	"gorm.io/driver/postgres"
+	"gorm.io/gorm"
+	"gorm.io/gorm/schema"
+)
+
+func TestGroupModelPerformanceDatabaseMatrix(t *testing.T) {
+	for _, dialect := range []string{"sqlite", "mysql", "postgres"} {
+		t.Run(dialect, func(t *testing.T) {
+			var driver gorm.Dialector
+			switch dialect {
+			case "sqlite":
+				driver = sqlite.Open(":memory:")
+			case "mysql":
+				if os.Getenv("TEST_MYSQL_DSN") == "" {
+					t.Skip("TEST_MYSQL_DSN unset")
+				}
+				driver = mysql.Open(os.Getenv("TEST_MYSQL_DSN"))
+			case "postgres":
+				if os.Getenv("TEST_POSTGRES_DSN") == "" {
+					t.Skip("TEST_POSTGRES_DSN unset")
+				}
+				driver = postgres.Open(os.Getenv("TEST_POSTGRES_DSN"))
+			}
+			db, err := gorm.Open(driver, &gorm.Config{NamingStrategy: schema.NamingStrategy{TablePrefix: fmt.Sprintf("performance_%d_", time.Now().UnixNano())}})
+			require.NoError(t, err)
+			conn, err := db.DB()
+			require.NoError(t, err)
+			conn.SetMaxOpenConns(1)
+			previousDB, previousLogs := DB, LOG_DB
+			DB, LOG_DB = db, db
+			t.Cleanup(func() {
+				for _, table := range []any{&Log{}, &Ability{}, &Channel{}} {
+					require.NoError(t, db.Migrator().DropTable(table))
+				}
+				DB, LOG_DB = previousDB, previousLogs
+				require.NoError(t, conn.Close())
+			})
+			query := "select version()"
+			if dialect == "sqlite" {
+				query = "select sqlite_version()"
+			}
+			var version string
+			require.NoError(t, db.Raw(query).Scan(&version).Error)
+			t.Logf("database version: %s", version)
+			require.NoError(t, db.AutoMigrate(&Log{}, &Ability{}, &Channel{}))
+			require.NoError(t, db.Create(&Channel{Id: 1, Status: common.ChannelStatusEnabled, Group: "primary,backup"}).Error)
+			require.NoError(t, db.Create(&Channel{Id: 2, Status: common.ChannelStatusEnabled, Group: "primary"}).Error)
+			require.NoError(t, db.Create(&Channel{Id: 3, Status: common.ChannelStatusAutoDisabled, Group: "primary"}).Error)
+			for _, channel := range []int{1, 2, 3} {
+				require.NoError(t, db.Create(&Ability{ChannelId: channel, Group: "primary", Model: "m", Enabled: true}).Error)
+			}
+			ctx := context.Background()
+			empty, err := GetGroupModelPerformance(ctx, "primary", "m")
+			require.NoError(t, err)
+			assert.Nil(t, empty.Throughput)
+			assert.Nil(t, empty.FirstToken)
+			logs := []Log{
+				{ChannelId: 1, Type: LogTypeConsume, Content: "模型测试", ModelName: "m", IsStream: true, CreatedAt: 1, UseTime: 10, CompletionTokens: 100, Other: `{"frt":1000}`},
+				{ChannelId: 1, Type: LogTypeConsume, Content: "Model test", ModelName: "m", IsStream: true, CreatedAt: 2, UseTime: 1, CompletionTokens: 20, Other: `{"frt":500,"latency_ms":500}`},
+				{ChannelId: 2, Type: LogTypeConsume, Content: "Model test", ModelName: "m", IsStream: true, CreatedAt: 2, UseTime: 10, CompletionTokens: 200, Other: `{"frt":1500}`},
+				{ChannelId: 3, Type: LogTypeConsume, Content: "Model test", ModelName: "m", IsStream: true, CreatedAt: 3, UseTime: 1, CompletionTokens: 999, Other: `{"frt":1}`},
+				{ChannelId: 1, Type: LogTypeConsume, Content: "Model test", ModelName: "other", IsStream: true, CreatedAt: 3, UseTime: 1, CompletionTokens: 999, Other: `{"frt":1}`},
+				{ChannelId: 1, Type: LogTypeConsume, Content: "Model test", ModelName: "m", IsStream: true, CreatedAt: 4, UseTime: 1, CompletionTokens: 999, Other: `{"frt":1,"stream_status":{"status":"error"}}`},
+			}
+			require.NoError(t, db.Create(&logs).Error)
+			fallback, err := GetGroupModelPerformance(ctx, "primary", "m")
+			require.NoError(t, err)
+			require.NotNil(t, fallback.Throughput)
+			assert.Equal(t, ModelPerformanceMetric{Value: 30, Samples: 2, Source: "test", UpdatedAt: 2}, *fallback.Throughput)
+			assert.Equal(t, 1000.0, fallback.FirstToken.Value)
+			calls := make([]Log, 0, 31)
+			for i := range 31 {
+				calls = append(calls, Log{ChannelId: 1, Type: LogTypeConsume, TokenId: 8, Group: "primary", ModelName: "m", IsStream: true, CreatedAt: int64(100 + i), UseTime: i + 1, CompletionTokens: (i + 1) * (i + 1), Other: fmt.Sprintf(`{"frt":%d}`, (i+1)*100)})
+			}
+			require.NoError(t, db.Create(&calls).Error)
+			// Invalid, another group's, and synthetic requests must not displace real samples.
+			noise := []Log{
+				{Type: LogTypeConsume, TokenId: 8, Group: "backup", ModelName: "m", IsStream: true, CreatedAt: 999, UseTime: 1, CompletionTokens: 999, Other: `{"frt":1}`},
+				{Type: LogTypeConsume, TokenId: 8, Group: "primary", ModelName: "other", IsStream: true, CreatedAt: 999, UseTime: 1, CompletionTokens: 999, Other: `{"frt":1}`},
+				{Type: LogTypeConsume, TokenId: 8, Group: "primary", ModelName: "m", IsStream: true, CreatedAt: 999, UseTime: 1, CompletionTokens: 999, Other: `{"frt":1,"stream_status":{"status":"error"}}`},
+				{Type: LogTypeConsume, TokenId: 8, Group: "primary", ModelName: "m", IsStream: true, CreatedAt: 999, UseTime: 1, CompletionTokens: 999, Other: `{"frt":1,"stream_status":{"status":"ok","end_reason":"client_gone"}}`},
+			}
+			require.NoError(t, db.Create(&noise).Error)
+			actual, err := GetGroupModelPerformance(ctx, "primary", "m")
+			require.NoError(t, err)
+			assert.Equal(t, ModelPerformanceMetric{Value: 16.5, Samples: 30, Source: "calls", UpdatedAt: 130}, *actual.Throughput)
+			assert.Equal(t, ModelPerformanceMetric{Value: 1650, Samples: 30, Source: "calls", UpdatedAt: 130}, *actual.FirstToken)
+			// Synchronous requests contribute throughput, not fabricated first-token timing.
+			require.NoError(t, db.Create(&Log{Type: LogTypeConsume, TokenId: 8, Group: "primary", ModelName: "m", CreatedAt: 1000, CompletionTokens: 10, Other: `{"latency_ms":500,"frt":500}`}).Error)
+			actual, err = GetGroupModelPerformance(ctx, "primary", "m")
+			require.NoError(t, err)
+			assert.InDelta(t, (16.5*30-2+20)/30, actual.Throughput.Value, 0.0001)
+			assert.Equal(t, 1650.0, actual.FirstToken.Value)
+			require.NoError(t, db.Model(&Log{}).Where(map[string]any{"group": "primary", "model_name": "m"}).Where("token_id > 0").Update("is_stream", false).Error)
+			partial, err := GetGroupModelPerformance(ctx, "primary", "m")
+			require.NoError(t, err)
+			assert.Equal(t, "calls", partial.Throughput.Source)
+			assert.Equal(t, "test", partial.FirstToken.Source)
+			assert.Equal(t, 1000.0, partial.FirstToken.Value)
+		})
+	}
+}
diff --git a/model/log.go b/model/log.go
index 702ec80..a6502b7 100644
--- a/model/log.go
+++ b/model/log.go
@@ -2,8 +2,6 @@ package model
 
 import (
 	"context"
-	"errors"
-	"fmt"
 	"strings"
 	"time"
 
@@ -152,21 +150,23 @@ func GetLogByTokenId(tokenId int) (logs []*Log, err error) {
 	return logs, err
 }
 
-func RecordLog(userId int, logType int, content string) {
+func RecordLog(userId int, logType int, content *common.Message) {
 	if logType == LogTypeConsume && !common.LogConsumeEnabled {
 		return
 	}
 	username, _ := GetUsernameById(userId, false)
+	other := NewLogOther()
 	log := &Log{
 		UserId:    userId,
 		Username:  username,
 		CreatedAt: common.GetTimestamp(),
 		Type:      logType,
-		Content:   content,
+		Content:   other.SetContent([]*common.Message{content}),
+		Other:     other.JSONString(),
 	}
 	err := createLog(log)
 	if err != nil {
-		common.SysLog("failed to record log: " + err.Error())
+		common.SysLog(common.LogText("failed to record log: %s", err.Error()))
 	}
 }
 
@@ -202,13 +202,13 @@ func RecordLogWithAdminInfo(userId int, logType int, content string, adminInfo *
 	if adminInfo != nil || operation != nil {
 		data, err := common.Marshal(AuditOther{AdminInfo: adminInfo, Op: operation})
 		if err != nil {
-			common.SysError("failed to encode log admin info: " + err.Error())
+			common.SysError(common.LogText("failed to encode log admin info: %s", err.Error()))
 			return
 		}
 		log.Other = string(data)
 	}
 	if err := createLog(log); err != nil {
-		common.SysLog("failed to record log: " + err.Error())
+		common.SysLog(common.LogText("failed to record log: %s", err.Error()))
 	}
 }
 
@@ -254,7 +254,7 @@ func RecordOperationAuditLog(logUserId, actorRole int, content string, ip string
 	RecordAuditLog(c, AuditLog{UserId: logUserId, Username: username, ActorRole: actorRole, Category: category, Action: action, Content: content, Ip: ip, Status: status, Success: success, Other: other})
 }
 
-func RecordTopupLog(userId int, content string, callerIp string, paymentMethod string, callbackPaymentMethod string) {
+func RecordTopupLog(userId int, content *common.Message, callerIp string, paymentMethod string, callbackPaymentMethod string) {
 	username, _ := GetUsernameById(userId, false)
 	other := NewLogOther()
 	other.MergeAdmin(map[string]any{
@@ -270,19 +270,19 @@ func RecordTopupLog(userId int, content string, callerIp string, paymentMethod s
 		Username:  username,
 		CreatedAt: common.GetTimestamp(),
 		Type:      LogTypeTopup,
-		Content:   content,
+		Content:   other.SetContent([]*common.Message{content}),
 		Ip:        callerIp,
 		Other:     other.JSONString(),
 	}
 	err := createLog(log)
 	if err != nil {
-		common.SysLog("failed to record topup log: " + err.Error())
+		common.SysLog(common.LogText("failed to record topup log: %s", err.Error()))
 	}
 }
 
 func RecordErrorLog(c *gin.Context, userId int, channelId int, modelName string, tokenName string, content string, tokenId int, useTimeSeconds int,
 	isStream bool, group string, other *LogOther) {
-	logger.LogInfo(c, fmt.Sprintf("record error log: userId=%d, channelId=%d, modelName=%s, tokenName=%s, content=%s", userId, channelId, modelName, tokenName, common.LocalLogPreview(content)))
+	logger.LogInfo(c, common.LogText("record error log: userId=%d, channelId=%d, modelName=%s, tokenName=%s, content=%s", userId, channelId, modelName, tokenName, common.LocalLogPreview(content)))
 	username := c.GetString("username")
 	requestId := c.GetString(common.RequestIdKey)
 	upstreamRequestId := c.GetString(common.UpstreamRequestIdKey)
@@ -324,35 +324,37 @@ func RecordErrorLog(c *gin.Context, userId int, channelId int, modelName string,
 	normalizeErrorLogGroup(log)
 	err := createLog(log)
 	if err != nil {
-		logger.LogError(c, "failed to record log: "+err.Error())
+		logger.LogError(c, common.LogText("failed to record log: %s", err.Error()))
 	}
 }
 
 type RecordConsumeLogParams struct {
-	ChannelId        int       `json:"channel_id"`
-	PromptTokens     int       `json:"prompt_tokens"`
-	CompletionTokens int       `json:"completion_tokens"`
-	ModelName        string    `json:"model_name"`
-	TokenName        string    `json:"token_name"`
-	Quota            int       `json:"quota"`
-	Content          string    `json:"content"`
-	TokenId          int       `json:"token_id"`
-	UseTimeSeconds   int       `json:"use_time_seconds"`
-	IsStream         bool      `json:"is_stream"`
-	Group            string    `json:"group"`
-	Other            *LogOther `json:"other"`
+	ChannelId        int               `json:"channel_id"`
+	PromptTokens     int               `json:"prompt_tokens"`
+	CompletionTokens int               `json:"completion_tokens"`
+	ModelName        string            `json:"model_name"`
+	TokenName        string            `json:"token_name"`
+	Quota            int               `json:"quota"`
+	Content          []*common.Message `json:"content"`
+	TokenId          int               `json:"token_id"`
+	UseTimeSeconds   int               `json:"use_time_seconds"`
+	IsStream         bool              `json:"is_stream"`
+	Group            string            `json:"group"`
+	Other            *LogOther         `json:"other"`
 }
 
 func RecordConsumeLog(c *gin.Context, userId int, params RecordConsumeLogParams) {
 	if !common.LogConsumeEnabled {
 		return
 	}
-	logger.LogInfo(c, fmt.Sprintf("record consume log: userId=%d, params=%s", userId, common.GetJsonString(params)))
+	logger.LogInfo(c, common.LogText("record consume log: userId=%d, params=%s", userId, common.GetJsonString(params)))
 	username := c.GetString("username")
 	requestId := c.GetString(common.RequestIdKey)
 	upstreamRequestId := c.GetString(common.UpstreamRequestIdKey)
 	createdAt := common.GetTimestamp()
-	otherStr := params.Other.JSONString()
+	other := params.Other
+	content := other.SetContent(params.Content)
+	otherStr := other.JSONString()
 	// 判断是否需要记录 IP
 	needRecordIp := false
 	if settingMap, err := GetUserSetting(userId, false); err == nil {
@@ -365,7 +367,7 @@ func RecordConsumeLog(c *gin.Context, userId int, params RecordConsumeLogParams)
 		Username:         username,
 		CreatedAt:        createdAt,
 		Type:             LogTypeConsume,
-		Content:          params.Content,
+		Content:          content,
 		PromptTokens:     params.PromptTokens,
 		CompletionTokens: params.CompletionTokens,
 		TokenName:        params.TokenName,
@@ -389,7 +391,7 @@ func RecordConsumeLog(c *gin.Context, userId int, params RecordConsumeLogParams)
 	}
 	err := createLog(log)
 	if err != nil {
-		logger.LogError(c, "failed to record log: "+err.Error())
+		logger.LogError(c, common.LogText("failed to record log: %s", err.Error()))
 	}
 	if common.DataExportEnabled {
 		LogQuotaData(QuotaDataLogParams{
@@ -410,7 +412,7 @@ func RecordConsumeLog(c *gin.Context, userId int, params RecordConsumeLogParams)
 type RecordTaskBillingLogParams struct {
 	UserId    int
 	LogType   int
-	Content   string
+	Content   []*common.Message
 	ChannelId int
 	ModelName string
 	Quota     int
@@ -432,23 +434,24 @@ func RecordTaskBillingLog(params RecordTaskBillingLogParams) {
 		}
 	}
 	createdAt := common.GetTimestamp()
+	other := params.Other
 	log := &Log{
 		UserId:    params.UserId,
 		Username:  username,
 		CreatedAt: createdAt,
 		Type:      params.LogType,
-		Content:   params.Content,
+		Content:   other.SetContent(params.Content),
 		TokenName: tokenName,
 		ModelName: params.ModelName,
 		Quota:     params.Quota,
 		ChannelId: params.ChannelId,
 		TokenId:   params.TokenId,
 		Group:     params.Group,
-		Other:     params.Other.JSONString(),
+		Other:     other.JSONString(),
 	}
 	err := createLog(log)
 	if err != nil {
-		common.SysLog("failed to record task billing log: " + err.Error())
+		common.SysLog(common.LogText("failed to record task billing log: %s", err.Error()))
 	}
 	if params.LogType == LogTypeConsume && common.DataExportEnabled {
 		nodeName := params.NodeName
@@ -606,8 +609,8 @@ func GetUserLogs(userId int, logType int, startTimestamp int64, endTimestamp int
 	}
 	err = tx.Model(&Log{}).Limit(logSearchCountLimit).Count(&total).Error
 	if err != nil {
-		common.SysError("failed to count user logs: " + err.Error())
-		return nil, 0, errors.New("查询日志失败")
+		common.SysError(common.LogText("failed to count user logs: %s", err.Error()))
+		return nil, 0, common.NewMessage("Failed to query logs")
 	}
 	order := "logs.id desc"
 	if common.UsingLogDatabase(common.DatabaseTypeClickHouse) {
@@ -615,8 +618,8 @@ func GetUserLogs(userId int, logType int, startTimestamp int64, endTimestamp int
 	}
 	err = tx.Order(order).Limit(num).Offset(startIdx).Find(&logs).Error
 	if err != nil {
-		common.SysError("failed to search user logs: " + err.Error())
-		return nil, 0, errors.New("查询日志失败")
+		common.SysError(common.LogText("failed to search user logs: %s", err.Error()))
+		return nil, 0, common.NewMessage("Failed to query logs")
 	}
 
 	formatUserLogs(logs, startIdx)
@@ -683,16 +686,16 @@ func SumUsedQuota(logType int, startTimestamp int64, endTimestamp int64, modelNa
 
 	// 执行查询
 	if err := tx.Scan(&stat).Error; err != nil {
-		common.SysError("failed to query log stat: " + err.Error())
-		return stat, errors.New("查询统计数据失败")
+		common.SysError(common.LogText("failed to query log stat: %s", err.Error()))
+		return stat, common.NewMessage("Failed to query statistics")
 	}
 	var rateStat struct {
 		Rpm int
 		Tpm int
 	}
 	if err := rpmTpmQuery.Scan(&rateStat).Error; err != nil {
-		common.SysError("failed to query rpm/tpm stat: " + err.Error())
-		return stat, errors.New("查询统计数据失败")
+		common.SysError(common.LogText("failed to query rpm/tpm stat: %s", err.Error()))
+		return stat, common.NewMessage("Failed to query statistics")
 	}
 	stat.Rpm = rateStat.Rpm
 	stat.Tpm = rateStat.Tpm
diff --git a/model/log_other.go b/model/log_other.go
index 6ab792c..561c259 100644
--- a/model/log_other.go
+++ b/model/log_other.go
@@ -4,14 +4,16 @@ import (
 	"encoding/json"
 	"maps"
 	"slices"
+	"strings"
 
 	"github.com/QuantumNous/new-api/common"
 )
 
 const (
-	logOtherAdminInfoKey = "admin_info"
-	logOtherRootInfoKey  = "root_info"
-	logOtherAuditInfoKey = "audit_info"
+	logOtherAdminInfoKey    = "admin_info"
+	logOtherRootInfoKey     = "root_info"
+	logOtherAuditInfoKey    = "audit_info"
+	logOtherContentPartsKey = "content_parts"
 )
 
 // legacySensitiveLogOtherKeys are historical top-level fields that must never
@@ -74,6 +76,21 @@ func (o *LogOther) MergePublic(values map[string]any) {
 	}
 }
 
+// SetContent stores structured content under content_parts, which the web
+// console renders in the viewer's language, and returns the English text kept
+// in the content column for exports and API callers.
+func (o *LogOther) SetContent(parts []*common.Message) string {
+	if len(parts) == 0 {
+		return ""
+	}
+	o.SetPublic(logOtherContentPartsKey, parts)
+	texts := make([]string, 0, len(parts))
+	for _, part := range parts {
+		texts = append(texts, part.Error())
+	}
+	return strings.Join(texts, ", ")
+}
+
 func (o *LogOther) SetAdmin(key string, value any) bool {
 	if o == nil || key == "" {
 		return false
@@ -159,7 +176,7 @@ func (o *LogOther) jsonString() string {
 	}
 	data, err := common.Marshal(o.toMap())
 	if err != nil {
-		common.SysError("failed to marshal log other: " + err.Error())
+		common.SysError(common.LogText("failed to marshal log other: %s", err.Error()))
 		return ""
 	}
 	return string(data)
diff --git a/model/log_routing_group_test.go b/model/log_routing_group_test.go
index 8eae35b..0d796d4 100644
--- a/model/log_routing_group_test.go
+++ b/model/log_routing_group_test.go
@@ -13,26 +13,26 @@ func TestErrorLogGroupProjection(t *testing.T) {
 		{"root", FormatRootLogs}, {"admin", FormatAdminLogs}, {"user", func(logs []*Log) { formatUserLogs(logs, 0) }},
 	} {
 		t.Run(format.name, func(t *testing.T) {
-			metadata := `{"admin_info":{"request_policy":[{"channel_id":101,"group":"example-primary"},{"channel_id":102,"group":"example-preferred"}],"private":"secret"},"root_info":{"private":"secret"}}`
+			metadata := `{"admin_info":{"request_policy":[{"channel_id":1,"group":"test-group-a"},{"channel_id":27,"group":"test-group-b"}],"private":"secret"},"root_info":{"private":"secret"}}`
 			logs := []*Log{
-				{Type: LogTypeError, ChannelId: 102, Group: "default", Other: metadata},
-				{Type: LogTypeError, ChannelId: 101, Group: "default", Other: metadata},
+				{Type: LogTypeError, ChannelId: 27, Group: "default", Other: metadata},
+				{Type: LogTypeError, ChannelId: 1, Group: "default", Other: metadata},
 				{Type: LogTypeError, ChannelId: 0, Group: "default", Other: metadata},
-				{Type: LogTypeConsume, ChannelId: 102, Group: "billed-group", Quota: 12345, Other: metadata},
+				{Type: LogTypeConsume, ChannelId: 27, Group: "billed-group", Quota: 799463, Other: metadata},
 				{Type: LogTypeError, ChannelId: 99, Group: "legacy", Other: metadata},
-				{Type: LogTypeError, ChannelId: 102, Group: "legacy", Other: `invalid`},
+				{Type: LogTypeError, ChannelId: 27, Group: "legacy", Other: `invalid`},
 			}
 			format.fn(logs)
-			for i, want := range []string{"example-preferred", "example-primary", "", "billed-group", "legacy", "legacy"} {
+			for i, want := range []string{"test-group-b", "test-group-a", "", "billed-group", "legacy", "legacy"} {
 				require.Equal(t, want, logs[i].Group)
 			}
-			require.Equal(t, 12345, logs[3].Quota)
+			require.Equal(t, 799463, logs[3].Quota)
 			if format.name == "user" {
 				require.NotContains(t, logs[0].Other, "secret")
 				require.NotContains(t, logs[0].Other, "request_policy")
 			}
 			format.fn(logs)
-			require.Equal(t, "example-preferred", logs[0].Group)
+			require.Equal(t, "test-group-b", logs[0].Group)
 		})
 	}
 }
diff --git a/model/main.go b/model/main.go
index cd7da9f..640ada4 100644
--- a/model/main.go
+++ b/model/main.go
@@ -1,6 +1,7 @@
 package model
 
 import (
+	"database/sql"
 	"fmt"
 	"log"
 	"net/url"
@@ -71,7 +72,7 @@ func createRootAccountIfNeed() error {
 	var user User
 	//if user.Status != common.UserStatusEnabled {
 	if err := DB.First(&user).Error; err != nil {
-		common.SysLog("no user exists, create a root user for you: username is root, password is 123456")
+		common.SysLog(common.LogText("no user exists, create a root user for you: username is root, password is 123456"))
 		hashedPassword, err := common.Password2Hash("123456")
 		if err != nil {
 			return err
@@ -95,7 +96,7 @@ func CheckSetup() {
 	if setup == nil {
 		// No setup record exists, check if we have a root user
 		if RootUserExists() {
-			common.SysLog("system is not initialized, but root user exists")
+			common.SysLog(common.LogText("system is not initialized, but root user exists"))
 			// Create setup record
 			newSetup := Setup{
 				Version:       common.Version,
@@ -103,16 +104,16 @@ func CheckSetup() {
 			}
 			err := DB.Create(&newSetup).Error
 			if err != nil {
-				common.SysLog("failed to create setup record: " + err.Error())
+				common.SysLog(common.LogText("failed to create setup record: %s", err.Error()))
 			}
 			constant.Setup = true
 		} else {
-			common.SysLog("system is not initialized and no root user exists")
+			common.SysLog(common.LogText("system is not initialized and no root user exists"))
 			constant.Setup = false
 		}
 	} else {
 		// Setup record exists, system is initialized
-		common.SysLog("system is already initialized at: " + time.Unix(setup.InitializedAt, 0).String())
+		common.SysLog(common.LogText("system is already initialized at: %s", time.Unix(setup.InitializedAt, 0).String()))
 		constant.Setup = true
 	}
 }
@@ -144,13 +145,13 @@ func chooseDB(envName string, isLog bool) (*gorm.DB, common.DatabaseType, error)
 			if !isLog {
 				return nil, "", fmt.Errorf("%s does not support ClickHouse; use SQLite, MySQL, or PostgreSQL for the primary database and LOG_SQL_DSN for ClickHouse logs", envName)
 			}
-			common.SysLog("using ClickHouse as log database")
+			common.SysLog(common.LogText("using ClickHouse as log database"))
 			db, err := gorm.Open(clickhouse.Open(normalizeClickHouseDSN(dsn)), newGormConfig(false))
 			return db, common.DatabaseTypeClickHouse, err
 		}
 		if strings.HasPrefix(dsn, "postgres://") || strings.HasPrefix(dsn, "postgresql://") {
 			// Use PostgreSQL
-			common.SysLog("using PostgreSQL as database")
+			common.SysLog(common.LogText("using PostgreSQL as database"))
 			// 同时关闭 pgx 隐式与 GORM 显式预处理语句:命名 prepared statement 与
 			// 事务池代理(PgBouncer/Neon/Supabase)不兼容,会触发 FATAL 08P01/42P05。
 			db, err := gorm.Open(postgresMigrationDialector{postgres.Dialector{Config: &postgres.Config{
@@ -160,12 +161,12 @@ func chooseDB(envName string, isLog bool) (*gorm.DB, common.DatabaseType, error)
 			return db, common.DatabaseTypePostgreSQL, err
 		}
 		if strings.HasPrefix(dsn, "local") {
-			common.SysLog("SQL_DSN not set, using SQLite as database")
+			common.SysLog(common.LogText("SQL_DSN not set, using SQLite as database"))
 			db, err := gorm.Open(sqlite.Open(common.SQLitePath), newGormConfig(true))
 			return db, common.DatabaseTypeSQLite, err
 		}
 		// Use MySQL
-		common.SysLog("using MySQL as database")
+		common.SysLog(common.LogText("using MySQL as database"))
 		// check parseTime
 		if !strings.Contains(dsn, "parseTime") {
 			if strings.Contains(dsn, "?") {
@@ -178,7 +179,7 @@ func chooseDB(envName string, isLog bool) (*gorm.DB, common.DatabaseType, error)
 		return db, common.DatabaseTypeMySQL, err
 	}
 	// Use SQLite
-	common.SysLog("SQL_DSN not set, using SQLite as database")
+	common.SysLog(common.LogText("SQL_DSN not set, using SQLite as database"))
 	db, err := gorm.Open(sqlite.Open(common.SQLitePath), newGormConfig(true))
 	return db, common.DatabaseTypeSQLite, err
 }
@@ -208,17 +209,23 @@ func InitDB() (err error) {
 		if err != nil {
 			return err
 		}
-		sqlDB.SetMaxIdleConns(common.GetEnvOrDefault("SQL_MAX_IDLE_CONNS", 100))
-		sqlDB.SetMaxOpenConns(common.GetEnvOrDefault("SQL_MAX_OPEN_CONNS", 1000))
+		sqlDB.SetMaxIdleConns(common.GetEnvOrDefault("SQL_MAX_IDLE_CONNS", 10))
+		sqlDB.SetMaxOpenConns(common.GetEnvOrDefault("SQL_MAX_OPEN_CONNS", 40))
 		sqlDB.SetConnMaxLifetime(time.Second * time.Duration(common.GetEnvOrDefault("SQL_MAX_LIFETIME", 60)))
+		monitorDatabasePool("main", sqlDB)
 
 		if !common.IsMasterNode {
+			// Only the master node migrates. A node that cannot read the deadline
+			// keeps rejecting legacy access tokens instead of refusing to start.
+			if err := EnsureLegacyAccessTokenRetireAt(common.GetTimestamp()); err != nil {
+				common.SysError(common.LogText("initialize legacy access token deadline: %s", err.Error()))
+			}
 			return nil
 		}
 		if common.UsingMainDatabase(common.DatabaseTypeMySQL) {
 			//_, _ = sqlDB.Exec("ALTER TABLE channels MODIFY model_mapping TEXT;") // TODO: delete this line when most users have upgraded
 		}
-		common.SysLog("database migration started")
+		common.SysLog(common.LogText("database migration started"))
 		err = migrateDB()
 		if err == nil {
 			err = MigrateTokenAstraAutoSwitch()
@@ -268,14 +275,15 @@ func InitLogDB() (err error) {
 		if err != nil {
 			return err
 		}
-		sqlDB.SetMaxIdleConns(common.GetEnvOrDefault("SQL_MAX_IDLE_CONNS", 100))
-		sqlDB.SetMaxOpenConns(common.GetEnvOrDefault("SQL_MAX_OPEN_CONNS", 1000))
+		sqlDB.SetMaxIdleConns(common.GetEnvOrDefault("SQL_MAX_IDLE_CONNS", 3))
+		sqlDB.SetMaxOpenConns(common.GetEnvOrDefault("SQL_MAX_OPEN_CONNS", 10))
 		sqlDB.SetConnMaxLifetime(time.Second * time.Duration(common.GetEnvOrDefault("SQL_MAX_LIFETIME", 60)))
+		monitorDatabasePool("log", sqlDB)
 
 		if !common.IsMasterNode {
 			return nil
 		}
-		common.SysLog("database migration started")
+		common.SysLog(common.LogText("database migration started"))
 		err = migrateLOGDB()
 		return err
 	} else {
@@ -284,6 +292,22 @@ func InitLogDB() (err error) {
 	return err
 }
 
+func monitorDatabasePool(name string, db *sql.DB) {
+	go func() {
+		var lastWaitCount int64
+		ticker := time.NewTicker(30 * time.Second)
+		defer ticker.Stop()
+		for range ticker.C {
+			stats := db.Stats()
+			if stats.WaitCount == lastWaitCount && stats.InUse < stats.MaxOpenConnections {
+				continue
+			}
+			lastWaitCount = stats.WaitCount
+			common.SysError(common.LogText("database pool %s: open=%d in_use=%d idle=%d max_open=%d wait_count=%d wait_duration=%s", name, stats.OpenConnections, stats.InUse, stats.Idle, stats.MaxOpenConnections, stats.WaitCount, stats.WaitDuration))
+		}
+	}()
+}
+
 var userQuotaColumns = []string{"quota", "used_quota", "aff_quota", "aff_history"}
 
 // ensureUserQuotaColumns rejects a legacy 32-bit wallet schema before any
@@ -291,7 +315,7 @@ var userQuotaColumns = []string{"quota", "used_quota", "aff_quota", "aff_history
 // an existing wallet; operators must migrate it explicitly before starting.
 func ensureUserQuotaColumns(db *gorm.DB, dbType common.DatabaseType) error {
 	if common.GetEnvOrDefaultBool("SKIP_64BIT_QUOTA_SCHEMA_CHECK", false) {
-		common.SysLog("SKIP_64BIT_QUOTA_SCHEMA_CHECK=true; skipping user quota schema check")
+		common.SysLog(common.LogText("SKIP_64BIT_QUOTA_SCHEMA_CHECK=true; skipping user quota schema check"))
 		return nil
 	}
 	if db == nil || dbType == common.DatabaseTypeSQLite {
@@ -344,7 +368,7 @@ func migrateDB() error {
 		return err
 	}
 	if err := migrateOptionPrimaryKey(DB); err != nil {
-		common.SysError("failed to migrate options primary key: " + err.Error())
+		common.SysError(common.LogText("failed to migrate options primary key: %s", err.Error()))
 	}
 
 	err := DB.AutoMigrate(
@@ -389,6 +413,7 @@ func migrateDB() error {
 		&DetectionSchedule{},
 		&CasbinRule{},
 		&AuthzRole{},
+		&UserAccessToken{},
 	)
 	if err != nil {
 		return err
@@ -396,6 +421,9 @@ func migrateDB() error {
 	if err := InitializeUserAuthVersions(); err != nil {
 		return err
 	}
+	if err := EnsureLegacyAccessTokenRetireAt(common.GetTimestamp()); err != nil {
+		return fmt.Errorf("initialize legacy access token deadline: %w", err)
+	}
 	if err := InitializeExternalIdentityClaims(); err != nil {
 		return err
 	}
@@ -619,7 +647,7 @@ func migrateTokenModelLimitsToText() error {
 		if err := DB.Raw(`SELECT data_type FROM information_schema.columns
 			WHERE table_schema = current_schema() AND table_name = ? AND column_name = ?`,
 			tableName, columnName).Scan(&dataType).Error; err != nil {
-			common.SysLog(fmt.Sprintf("Warning: failed to query metadata for %s.%s: %v", tableName, columnName, err))
+			common.SysLog(common.LogText("Warning: failed to query metadata for %s.%s: %v", tableName, columnName, err))
 		} else if dataType == "text" {
 			return nil
 		}
@@ -629,7 +657,7 @@ func migrateTokenModelLimitsToText() error {
 		if err := DB.Raw(`SELECT COLUMN_TYPE FROM information_schema.columns
 				WHERE table_schema = DATABASE() AND table_name = ? AND column_name = ?`,
 			tableName, columnName).Scan(&columnType).Error; err != nil {
-			common.SysLog(fmt.Sprintf("Warning: failed to query metadata for %s.%s: %v", tableName, columnName, err))
+			common.SysLog(common.LogText("Warning: failed to query metadata for %s.%s: %v", tableName, columnName, err))
 		} else if strings.ToLower(columnType) == "text" {
 			return nil
 		}
@@ -642,7 +670,7 @@ func migrateTokenModelLimitsToText() error {
 		if err := DB.Exec(alterSQL).Error; err != nil {
 			return fmt.Errorf("failed to migrate %s.%s to text: %w", tableName, columnName, err)
 		}
-		common.SysLog(fmt.Sprintf("Successfully migrated %s.%s to text", tableName, columnName))
+		common.SysLog(common.LogText("Successfully migrated %s.%s to text", tableName, columnName))
 	}
 	return nil
 }
@@ -676,7 +704,7 @@ func migrateSubscriptionPlanPriceAmount() {
 		if err := DB.Raw(`SELECT data_type FROM information_schema.columns
 			WHERE table_schema = current_schema() AND table_name = ? AND column_name = ?`,
 			tableName, columnName).Scan(&dataType).Error; err != nil {
-			common.SysLog(fmt.Sprintf("Warning: failed to query metadata for %s.%s: %v", tableName, columnName, err))
+			common.SysLog(common.LogText("Warning: failed to query metadata for %s.%s: %v", tableName, columnName, err))
 		} else if dataType == "numeric" {
 			return // Already decimal/numeric
 		}
@@ -688,7 +716,7 @@ func migrateSubscriptionPlanPriceAmount() {
 		if err := DB.Raw(`SELECT COLUMN_TYPE FROM information_schema.columns
 				WHERE table_schema = DATABASE() AND table_name = ? AND column_name = ?`,
 			tableName, columnName).Scan(&columnType).Error; err != nil {
-			common.SysLog(fmt.Sprintf("Warning: failed to query metadata for %s.%s: %v", tableName, columnName, err))
+			common.SysLog(common.LogText("Warning: failed to query metadata for %s.%s: %v", tableName, columnName, err))
 		} else if strings.HasPrefix(strings.ToLower(columnType), "decimal") {
 			return // Already decimal
 		}
@@ -700,9 +728,9 @@ func migrateSubscriptionPlanPriceAmount() {
 
 	if alterSQL != "" {
 		if err := DB.Exec(alterSQL).Error; err != nil {
-			common.SysLog(fmt.Sprintf("Warning: failed to migrate %s.%s to decimal: %v", tableName, columnName, err))
+			common.SysLog(common.LogText("Warning: failed to migrate %s.%s to decimal: %v", tableName, columnName, err))
 		} else {
-			common.SysLog(fmt.Sprintf("Successfully migrated %s.%s to decimal(10,6)", tableName, columnName))
+			common.SysLog(common.LogText("Successfully migrated %s.%s to decimal(10,6)", tableName, columnName))
 		}
 	}
 }
@@ -736,7 +764,7 @@ func checkMySQLChineseSupport(db *gorm.DB) error {
 	var schemaCharset, schemaCollation string
 	err := db.Raw("SELECT DEFAULT_CHARACTER_SET_NAME, DEFAULT_COLLATION_NAME FROM information_schema.SCHEMATA WHERE SCHEMA_NAME = DATABASE()").Row().Scan(&schemaCharset, &schemaCollation)
 	if err != nil {
-		return fmt.Errorf("读取当前库默认字符集/排序规则失败 / Failed to read schema default charset/collation: %v", err)
+		return fmt.Errorf("Failed to read schema default charset/collation: %v", err)
 	}
 
 	toLower := func(s string) string { return strings.ToLower(s) }
@@ -768,8 +796,8 @@ func checkMySQLChineseSupport(db *gorm.DB) error {
 
 	// 1) 当前库默认值必须支持中文
 	if !isChineseCapable(schemaCharset, schemaCollation) {
-		return fmt.Errorf("当前库默认字符集/排序规则不支持中文：schema(%s/%s)。请将库设置为 utf8mb4/utf8/gbk/big5/gb18030 / Schema default charset/collation is not Chinese-capable: schema(%s/%s). Please set to utf8mb4/utf8/gbk/big5/gb18030",
-			schemaCharset, schemaCollation, schemaCharset, schemaCollation)
+		return fmt.Errorf("Schema default charset/collation is not Chinese-capable: schema(%s/%s). Please set to utf8mb4/utf8/gbk/big5/gb18030",
+			schemaCharset, schemaCollation)
 	}
 
 	// 2) 所有物理表的排序规则（隐含字符集）必须支持中文
@@ -779,7 +807,7 @@ func checkMySQLChineseSupport(db *gorm.DB) error {
 	}
 	var tables []tableInfo
 	if err := db.Raw("SELECT TABLE_NAME, TABLE_COLLATION FROM information_schema.TABLES WHERE TABLE_SCHEMA = DATABASE() AND TABLE_TYPE = 'BASE TABLE'").Scan(&tables).Error; err != nil {
-		return fmt.Errorf("读取表排序规则失败 / Failed to read table collations: %v", err)
+		return fmt.Errorf("Failed to read table collations: %v", err)
 	}
 
 	var badTables []string
@@ -811,8 +839,8 @@ func checkMySQLChineseSupport(db *gorm.DB) error {
 			shown = shown[:maxShow]
 		}
 		return fmt.Errorf(
-			"存在不支持中文的表，请修复其排序规则/字符集。示例（最多展示 %d 项）：%v / Found tables not Chinese-capable. Please fix their collation/charset. Examples (showing up to %d): %v",
-			maxShow, shown, maxShow, shown,
+			"Found tables not Chinese-capable. Please fix their collation/charset. Examples (showing up to %d): %v",
+			maxShow, shown,
 		)
 	}
 	return nil
@@ -833,17 +861,17 @@ func PingDB() error {
 
 	sqlDB, err := DB.DB()
 	if err != nil {
-		log.Printf("Error getting sql.DB from GORM: %v", err)
+		log.Print(common.LogText("Error getting sql.DB from GORM: %v", err))
 		return err
 	}
 
 	err = sqlDB.Ping()
 	if err != nil {
-		log.Printf("Error pinging DB: %v", err)
+		log.Print(common.LogText("Error pinging DB: %v", err))
 		return err
 	}
 
 	lastPingTime = time.Now()
-	common.SysLog("Database pinged successfully")
+	common.SysLog(common.LogText("Database pinged successfully"))
 	return nil
 }
diff --git a/model/model_pricing_config.go b/model/model_pricing_config.go
index 038ea07..01e33bb 100644
--- a/model/model_pricing_config.go
+++ b/model/model_pricing_config.go
@@ -379,10 +379,15 @@ func validateModelPricing(name string, values, previous PricingValues) error {
 				return fmt.Errorf("model %s: plugin %s: billing expression is required", name, key)
 			}
 			plugin, exists := generation.Get(key)
-			if !exists || !slices.Contains(plugin.Meta.Models, name) {
-				if previousVariants[key] == expression {
-					continue
-				}
+			declared := exists && slices.Contains(plugin.Meta.Models, name)
+			// An unchanged override stays saveable after its plugin disappears or
+			// stops declaring the model. A sole provider also keeps it after
+			// narrowing its usage profile; relay checks shared models against
+			// each profile, so their prices must follow it.
+			if previousVariants[key] == expression && (!declared || !generation.SharedModel(name)) {
+				continue
+			}
+			if !declared {
 				return fmt.Errorf("model %s: plugin %s does not declare this model", name, key)
 			}
 			schema, _ := plugin.Meta.UsageForModel(name)
@@ -414,10 +419,16 @@ func validateModelPricing(name string, values, previous PricingValues) error {
 			if _, err := billingexpr.CompileFromCache(expression); err != nil {
 				return fmt.Errorf("model %s: %w", name, err)
 			}
+			// An unchanged expression a sole provider has been charging with keeps
+			// its price after the plugin narrows its usage profile; relay checks
+			// shared models against each profile, so their prices must follow it.
+			unchanged := previous[key] == expression
 			var err error
 			if plugins := generation.PluginsByModel(name); len(plugins) > 0 {
 				for _, plugin := range plugins {
-					if _, overridden := variants[plugin.Meta.Key]; overridden {
+					_, overridden := variants[plugin.Meta.Key]
+					_, wasOverridden := previousVariants[plugin.Meta.Key]
+					if overridden || (unchanged && !wasOverridden && len(plugins) == 1) {
 						continue
 					}
 					schema, _ := plugin.Meta.UsageForModel(name)
@@ -427,12 +438,14 @@ func validateModelPricing(name string, values, previous PricingValues) error {
 				}
 			} else if target, resolved := ResolveTaskModelAlias(generation, name); resolved {
 				if plugin, ok := generation.Get(target.PluginKey); ok {
-					schema, _ := plugin.Meta.UsageForModel(target.Declared)
-					err = billing_setting.SmokeTestTaskExpr(expression, schema)
+					if !unchanged || generation.SharedModel(target.Declared) {
+						schema, _ := plugin.Meta.UsageForModel(target.Declared)
+						err = billing_setting.SmokeTestTaskExpr(expression, schema)
+					}
 				} else {
 					err = billing_setting.SmokeTestExpr(expression)
 				}
-			} else if previous[key] != expression || len(billingexpr.UsedUsageKeys(expression)) == 0 {
+			} else if !unchanged || len(billingexpr.UsedUsageKeys(expression)) == 0 {
 				err = billing_setting.SmokeTestExpr(expression)
 			}
 			// With no remaining plugin, an unchanged stored usage expression has
@@ -542,7 +555,7 @@ func mutateModelPricingOptions(mutate func(*gorm.DB, map[string]map[string]any)
 			return err
 		}
 		if len(duplicated) > 0 {
-			common.SysError("options table has duplicate pricing keys [" + strings.Join(duplicated, ", ") + "]; the table is missing a primary key")
+			common.SysError(common.LogText("options table has duplicate pricing keys [%s]; the table is missing a primary key", strings.Join(duplicated, ", ")))
 		}
 		defaults := defaultPricingMaps()
 		for _, key := range modelPricingOptionKeys {
diff --git a/model/model_pricing_conversion.go b/model/model_pricing_conversion.go
index 2d241c1..bde0e47 100644
--- a/model/model_pricing_conversion.go
+++ b/model/model_pricing_conversion.go
@@ -141,6 +141,51 @@ func ResolveCacheWriteMode(name string, configured PricingValues) CacheWriteMode
 	return CacheWriteNone
 }
 
+// declaredEndpointNames resolves the endpoint types declared by one model
+// metadata row. Model metadata accepts two shapes — the map form (custom paths)
+// and the type-array form (declared protocols) — and conversion must honour
+// both. Reading only the map form made array-form metadata look like a broken
+// routing configuration and blocked an otherwise convertible model.
+func declaredEndpointNames(raw string) ([]string, error) {
+	if strings.TrimSpace(raw) == "" {
+		return nil, nil
+	}
+	var value any
+	if err := common.UnmarshalJsonStr(raw, &value); err != nil {
+		return nil, err
+	}
+	// Normalize whitespace here: the callers match these names against the
+	// endpoint switch, so a padded value such as "image-generation " would
+	// silently fall through and drop the image-count settlement rule.
+	switch endpoints := value.(type) {
+	case []any:
+		names := make([]string, 0, len(endpoints))
+		for _, endpoint := range endpoints {
+			text, ok := endpoint.(string)
+			if !ok {
+				return nil, errors.New("invalid endpoint type")
+			}
+			text = strings.TrimSpace(text)
+			if text == "" {
+				return nil, errors.New("invalid endpoint type")
+			}
+			names = append(names, text)
+		}
+		return names, nil
+	case map[string]any:
+		names := make([]string, 0, len(endpoints))
+		for endpoint := range endpoints {
+			endpoint = strings.TrimSpace(endpoint)
+			if endpoint == "" {
+				continue
+			}
+			names = append(names, endpoint)
+		}
+		return names, nil
+	}
+	return nil, errors.New("invalid endpoints")
+}
+
 func PreviewModelPricingConversion(name string, draft PricingValues) (*ModelPricingConversion, error) {
 	if draft == nil {
 		return nil, errors.New("pricing draft is required")
@@ -188,7 +233,6 @@ func PreviewModelPricingConversion(name string, draft PricingValues) (*ModelPric
 		return nil, err
 	}
 	names := []string{name}
-	aliPromptExtend, otherImageRoute := false, false
 	for _, channel := range channels {
 		if !slices.Contains(channel.GetModels(), name) {
 			continue
@@ -230,13 +274,6 @@ func PreviewModelPricingConversion(name string, draft PricingValues) (*ModelPric
 				names = append(names, upstream)
 			}
 		}
-		if channel.Status == common.ChannelStatusEnabled {
-			if channel.Type == constant.ChannelTypeAli && strings.Contains(upstream, "z-image") {
-				aliPromptExtend = true
-			} else {
-				otherImageRoute = true
-			}
-		}
 	}
 	for _, modelName := range names {
 		lower := strings.ToLower(modelName)
@@ -257,11 +294,11 @@ func PreviewModelPricingConversion(name string, draft PricingValues) (*ModelPric
 		if entry.Endpoints == "" || !slices.ContainsFunc(names, entry.MatchesName) {
 			continue
 		}
-		var endpoints map[string]any
-		if err := common.UnmarshalJsonStr(entry.Endpoints, &endpoints); err != nil {
+		endpoints, err := declaredEndpointNames(entry.Endpoints)
+		if err != nil {
 			return &ModelPricingConversion{UnsupportedReason: "The model routing configuration could not be verified."}, nil
 		}
-		for endpoint := range endpoints {
+		for _, endpoint := range endpoints {
 			switch constant.EndpointType(endpoint) {
 			case constant.EndpointTypeImageGeneration:
 				if fixedPrice {
@@ -279,13 +316,7 @@ func PreviewModelPricingConversion(name string, draft PricingValues) (*ModelPric
 		price := effective["ModelPrice"].(float64)
 		expression = `tier("request", fixed(` + decimal.NewFromFloat(price).String() + `))`
 		if preview.BillingDetails.ImageCount {
-			if aliPromptExtend && otherImageRoute {
-				return &ModelPricingConversion{UnsupportedReason: "This model has different image request multipliers across channels. Use separate billing model names to convert them."}, nil
-			}
 			expression = `tier("image", fixed(` + decimal.NewFromFloat(price).String() + `)) * image_count`
-			if aliPromptExtend {
-				preview.BillingDetails.RequestRules = append(preview.BillingDetails.RequestRules, LegacyPricingRule{`param("parameters.prompt_extend") == true`, common.ZImagePromptExtendMultiplier})
-			}
 			for _, rule := range preview.BillingDetails.RequestRules {
 				expression += ` * (` + rule.Condition + ` ? ` + decimal.NewFromFloat(rule.Multiplier).String() + ` : 1)`
 			}
diff --git a/model/option.go b/model/option.go
index fe41eac..7dde3ae 100644
--- a/model/option.go
+++ b/model/option.go
@@ -143,6 +143,7 @@ func InitOptionMap() {
 	common.OptionMap["QuotaForNewUser"] = strconv.Itoa(common.QuotaForNewUser)
 	common.OptionMap["QuotaForInviter"] = strconv.Itoa(common.QuotaForInviter)
 	common.OptionMap["QuotaForInvitee"] = strconv.Itoa(common.QuotaForInvitee)
+	common.OptionMap["QuotaRemindEnabled"] = strconv.FormatBool(common.QuotaRemindEnabled)
 	common.OptionMap["QuotaRemindThreshold"] = strconv.Itoa(common.QuotaRemindThreshold)
 	common.OptionMap["PreConsumedQuota"] = strconv.Itoa(common.PreConsumedQuota)
 	common.OptionMap["ModelRequestRateLimitCount"] = strconv.Itoa(setting.ModelRequestRateLimitCount)
@@ -199,7 +200,7 @@ func loadOptionsFromDatabase() {
 	defer requestPolicyOptionMutex.Unlock()
 	defer func() {
 		if err := refreshRequestPolicySnapshot(); err != nil {
-			common.SysError("invalid request policy: " + err.Error())
+			common.SysError(common.LogText("invalid request policy: %s", err.Error()))
 		}
 	}()
 	passkeyOptionMutex.Lock()
@@ -213,7 +214,7 @@ func loadOptionsFromDatabase() {
 		}
 		err := updateOptionMap(option.Key, option.Value)
 		if err != nil {
-			common.SysLog("failed to update option map: " + err.Error())
+			common.SysLog(common.LogText("failed to update option map: %s", err.Error()))
 		}
 	}
 	applyPasskeyDomainOptions(passkeyOptions)
@@ -222,18 +223,27 @@ func loadOptionsFromDatabase() {
 func SyncOptions(frequency int) {
 	for {
 		time.Sleep(time.Duration(frequency) * time.Second)
-		common.SysLog("syncing options from database")
+		common.SysLog(common.LogText("syncing options from database"))
 		loadOptionsFromDatabase()
 	}
 }
 
 func validateOptionValue(key string, value string) error {
+	if key == legacyAccessTokenRetireAtKey {
+		return errLegacyRetireAtReadOnly
+	}
+	if err := operation_setting.ValidateQuotaOption(key, value); err != nil {
+		return err
+	}
 	if key == operation_setting.ToolPriceOptionKey {
 		return operation_setting.ValidateToolPricesJSON(value)
 	}
 	if key == operation_setting.ChannelTestConcurrencyOptionKey {
 		return operation_setting.ValidateChannelTestConcurrency(value)
 	}
+	if key == operation_setting.LogMaxRangeDaysOptionKey {
+		return operation_setting.ValidateLogMaxRangeDays(value)
+	}
 	if key == "MaxTokenAutoGroups" {
 		return setting.ValidateMaxTokenAutoGroups(value)
 	}
@@ -337,7 +347,7 @@ func UpdateOptionsBulk(values map[string]string) error {
 }
 
 func updateOptionMap(key string, value string) (err error) {
-	if key == retiredThemeOptionKey {
+	if key == retiredThemeOptionKey || key == legacyAccessTokenRetireAtKey {
 		common.OptionMapRWMutex.Lock()
 		delete(common.OptionMap, key)
 		common.OptionMapRWMutex.Unlock()
@@ -395,6 +405,8 @@ func updateOptionMap(key string, value string) (err error) {
 			common.AutomaticDisableChannelEnabled = boolValue
 		case "AutomaticEnableChannelEnabled":
 			common.AutomaticEnableChannelEnabled = boolValue
+		case "QuotaRemindEnabled":
+			common.QuotaRemindEnabled = boolValue
 		case "LogConsumeEnabled":
 			common.LogConsumeEnabled = boolValue
 		case "DisplayInCurrencyEnabled":
diff --git a/model/option_primary_key_migration.go b/model/option_primary_key_migration.go
index 4d819d2..29d3d6d 100644
--- a/model/option_primary_key_migration.go
+++ b/model/option_primary_key_migration.go
@@ -159,7 +159,7 @@ func repairOptionPrimaryKey(db *gorm.DB) error {
 	if !unique {
 		return fmt.Errorf("options table still has no unique key after rebuild")
 	}
-	common.SysLog(fmt.Sprintf("rebuilt options table with primary key from %d rows into %d keys; previous rows kept in %s", len(rows)-skippedEmpty, len(deduped), backup))
+	common.SysLog(common.LogText("rebuilt options table with primary key from %d rows into %d keys; previous rows kept in %s", len(rows)-skippedEmpty, len(deduped), backup))
 	return nil
 }
 
@@ -174,7 +174,7 @@ func dedupeOptionRows(rows []Option) ([]Option, int) {
 		}
 		if i, ok := seen[row.Key]; ok {
 			if deduped[i].Value != row.Value {
-				common.SysError(fmt.Sprintf("options key %q had conflicting values; keeping the last row", row.Key))
+				common.SysError(common.LogText("options key %q had conflicting values; keeping the last row", row.Key))
 			}
 			deduped[i].Value = row.Value
 			continue
@@ -183,7 +183,7 @@ func dedupeOptionRows(rows []Option) ([]Option, int) {
 		deduped = append(deduped, Option{Key: row.Key, Value: row.Value})
 	}
 	if skippedEmpty > 0 {
-		common.SysError(fmt.Sprintf("skipped %d options rows with empty keys while rebuilding the primary key", skippedEmpty))
+		common.SysError(common.LogText("skipped %d options rows with empty keys while rebuilding the primary key", skippedEmpty))
 	}
 	return deduped, skippedEmpty
 }
diff --git a/model/passkey.go b/model/passkey.go
index b171b75..08c2b59 100644
--- a/model/passkey.go
+++ b/model/passkey.go
@@ -3,7 +3,6 @@ package model
 import (
 	"encoding/base64"
 	"errors"
-	"fmt"
 	"strings"
 	"time"
 
@@ -17,7 +16,7 @@ import (
 
 var (
 	ErrPasskeyNotFound         = errors.New("passkey credential not found")
-	ErrFriendlyPasskeyNotFound = errors.New("Passkey 验证失败，请重试或联系管理员")
+	ErrFriendlyPasskeyNotFound = errors.New("Passkey verification failed. Please try again or contact the administrator.")
 )
 
 type PasskeyCredential struct {
@@ -124,7 +123,7 @@ func NewPasskeyCredentialFromWebAuthn(userID int, credential *webauthn.Credentia
 
 func GetPasskeyByUserID(userID int) (*PasskeyCredential, error) {
 	if userID == 0 {
-		common.SysLog("GetPasskeyByUserID: empty user ID")
+		common.SysLog(common.LogText("GetPasskeyByUserID: empty user ID"))
 		return nil, ErrFriendlyPasskeyNotFound
 	}
 	var credential PasskeyCredential
@@ -134,7 +133,7 @@ func GetPasskeyByUserID(userID int) (*PasskeyCredential, error) {
 			return nil, ErrPasskeyNotFound
 		}
 		// 只有真正的数据库错误才记录日志
-		common.SysLog(fmt.Sprintf("GetPasskeyByUserID: database error for user %d: %v", userID, err))
+		common.SysLog(common.LogText("GetPasskeyByUserID: database error for user %d: %v", userID, err))
 		return nil, ErrFriendlyPasskeyNotFound
 	}
 	return &credential, nil
@@ -142,7 +141,7 @@ func GetPasskeyByUserID(userID int) (*PasskeyCredential, error) {
 
 func GetPasskeyByCredentialID(credentialID []byte) (*PasskeyCredential, error) {
 	if len(credentialID) == 0 {
-		common.SysLog("GetPasskeyByCredentialID: empty credential ID")
+		common.SysLog(common.LogText("GetPasskeyByCredentialID: empty credential ID"))
 		return nil, ErrFriendlyPasskeyNotFound
 	}
 
@@ -150,10 +149,10 @@ func GetPasskeyByCredentialID(credentialID []byte) (*PasskeyCredential, error) {
 	var credential PasskeyCredential
 	if err := DB.Where("credential_id = ?", credIDStr).First(&credential).Error; err != nil {
 		if errors.Is(err, gorm.ErrRecordNotFound) {
-			common.SysLog(fmt.Sprintf("GetPasskeyByCredentialID: passkey not found for credential ID length %d", len(credentialID)))
+			common.SysLog(common.LogText("GetPasskeyByCredentialID: passkey not found for credential ID length %d", len(credentialID)))
 			return nil, ErrFriendlyPasskeyNotFound
 		}
-		common.SysLog(fmt.Sprintf("GetPasskeyByCredentialID: database error for credential ID: %v", err))
+		common.SysLog(common.LogText("GetPasskeyByCredentialID: database error for credential ID: %v", err))
 		return nil, ErrFriendlyPasskeyNotFound
 	}
 
@@ -165,7 +164,7 @@ func GetPasskeyByCredentialID(credentialID []byte) (*PasskeyCredential, error) {
 // transports and attestation metadata) is immutable on this path.
 func UpdatePasskeyAssertionState(userID int, credential *webauthn.Credential, lastUsedAt time.Time, rpID string) error {
 	if userID <= 0 || credential == nil || len(credential.ID) == 0 || lastUsedAt.IsZero() || rpID == "" {
-		return fmt.Errorf("Passkey 保存失败，请重试")
+		return errors.New("failed to save the Passkey, please try again")
 	}
 	credentialID := base64.StdEncoding.EncodeToString(credential.ID)
 	passkeyOptionMutex.Lock()
@@ -210,12 +209,12 @@ func UpdatePasskeyAssertionState(userID int, credential *webauthn.Credential, la
 
 func upsertPasskeyCredentialWithTx(tx *gorm.DB, credential *PasskeyCredential) error {
 	if err := tx.Unscoped().Where("user_id = ?", credential.UserID).Delete(&PasskeyCredential{}).Error; err != nil {
-		common.SysLog(fmt.Sprintf("UpsertPasskeyCredential: failed to delete existing credential for user %d: %v", credential.UserID, err))
-		return fmt.Errorf("Passkey 保存失败，请重试")
+		common.SysLog(common.LogText("UpsertPasskeyCredential: failed to delete existing credential for user %d: %v", credential.UserID, err))
+		return errors.New("failed to save the Passkey, please try again")
 	}
 	if err := tx.Create(credential).Error; err != nil {
-		common.SysLog(fmt.Sprintf("UpsertPasskeyCredential: failed to create credential for user %d: %v", credential.UserID, err))
-		return fmt.Errorf("Passkey 保存失败，请重试")
+		common.SysLog(common.LogText("UpsertPasskeyCredential: failed to create credential for user %d: %v", credential.UserID, err))
+		return errors.New("failed to save the Passkey, please try again")
 	}
 	return nil
 }
@@ -232,7 +231,7 @@ func RegisterPasskeyForSession(identity AuthSessionIdentity, credential *Passkey
 
 func upsertPasskeyCredentialWithAuthVersion(credential *PasskeyCredential, identity *AuthSessionIdentity) error {
 	if credential == nil || credential.UserID <= 0 {
-		return fmt.Errorf("Passkey 保存失败，请重试")
+		return errors.New("failed to save the Passkey, please try again")
 	}
 	passkeyOptionMutex.Lock()
 	defer passkeyOptionMutex.Unlock()
@@ -273,7 +272,7 @@ func DeletePasskeyForSession(identity AuthSessionIdentity) error {
 
 func deletePasskeyWithAuthVersion(userID int, identity *AuthSessionIdentity) error {
 	if userID == 0 {
-		return fmt.Errorf("删除失败，请重试")
+		return errors.New("failed to delete the Passkey, please try again")
 	}
 	if err := DB.Transaction(func(tx *gorm.DB) error {
 		if identity != nil {
diff --git a/model/perf_metric.go b/model/perf_metric.go
index f1ae6f9..911fb99 100644
--- a/model/perf_metric.go
+++ b/model/perf_metric.go
@@ -115,6 +115,25 @@ func GetPerfMetricsSummaryBucketsAll(startTs int64, endTs int64, groups []string
 	return summaries, err
 }
 
+// GetRecentPerfMetricSuccessBuckets reads the latest nonempty hours within
+// the supplied history window, independently of the summary's reporting window.
+func GetRecentPerfMetricSuccessBuckets(modelName string, startTs int64, endTs int64, groups []string, limit int) ([]PerfMetricSummaryBucket, error) {
+	if modelName == "" || limit <= 0 || (groups != nil && len(groups) == 0) {
+		return nil, nil
+	}
+	const hourBucket = "bucket_ts - (bucket_ts % 3600)"
+	query := DB.Model(&PerfMetric{}).
+		Select("model_name, "+hourBucket+" AS bucket_ts, SUM(request_count) AS request_count, SUM(success_count) AS success_count").
+		Where("model_name = ? AND bucket_ts >= ? AND bucket_ts <= ? AND request_count > 0", modelName, startTs, endTs)
+	if groups != nil {
+		query = query.Where(commonGroupCol+" IN ?", groups)
+	}
+	var buckets []PerfMetricSummaryBucket
+	err := query.Group("model_name, " + hourBucket).
+		Order("bucket_ts DESC").Limit(limit).Find(&buckets).Error
+	return buckets, err
+}
+
 func DeletePerfMetricsBefore(cutoffTs int64) error {
 	if cutoffTs <= 0 {
 		return nil
diff --git a/model/pricing.go b/model/pricing.go
index c354715..60428f6 100644
--- a/model/pricing.go
+++ b/model/pricing.go
@@ -1,7 +1,6 @@
 package model
 
 import (
-	"fmt"
 	"strings"
 	"sync"
 	"time"
@@ -171,7 +170,7 @@ func loadPricingAdvancedCustomConfigs(enableAbilities []AbilityWithChannel) map[
 	for _, channelID := range channelIDs {
 		channel, err := CacheGetChannel(channelID)
 		if err != nil {
-			common.SysLog(fmt.Sprintf("load advanced custom channel settings error: channel_id=%d, error=%v", channelID, err))
+			common.SysLog(common.LogText("load advanced custom channel settings error: channel_id=%d, error=%v", channelID, err))
 			continue
 		}
 		if channel.Type != constant.ChannelTypeAdvancedCustom {
@@ -195,7 +194,7 @@ func updatePricing() {
 	//modelRatios := common.GetModelRatios()
 	enableAbilities, err := GetAllEnableAbilityWithChannels()
 	if err != nil {
-		common.SysLog(fmt.Sprintf("GetAllEnableAbilityWithChannels error: %v", err))
+		common.SysLog(common.LogText("GetAllEnableAbilityWithChannels error: %v", err))
 		return
 	}
 	// 预加载模型元数据与供应商一次，避免循环查询
diff --git a/model/pricing_usage_schema_test.go b/model/pricing_usage_schema_test.go
index 9a15db4..4f28c66 100644
--- a/model/pricing_usage_schema_test.go
+++ b/model/pricing_usage_schema_test.go
@@ -211,10 +211,23 @@ export function parseTaskResult(){return {};}
 	require.ErrorContains(t, ValidateModelPricing("profile-image", PricingValues{"billing_setting.billing_expr": `u("seconds")`}), "not declared")
 	require.ErrorContains(t, ValidateModelPricing("video-alias", PricingValues{"billing_setting.billing_expr": `u("image_count")`}), "not declared")
 
+	saved := config.GlobalConfig.ExportAllConfigs()
+	t.Cleanup(func() { require.NoError(t, config.GlobalConfig.LoadFromDB(saved)) })
+	require.NoError(t, config.GlobalConfig.LoadFromDB(map[string]string{
+		"billing_setting.billing_expr":          `{"profile-image":"u(\"image_count\")"}`,
+		billing_setting.PluginBillingExprOption: `{"pricing-profiles::profile-image":"u(\"image_count\") * 2"}`,
+	}))
 	updated := strings.Replace(source, `version:"1.0.0"`, `version:"1.1.0"`, 1)
 	updated = strings.Replace(updated, `image_count:{type:"number",unit:"count"}`, `images:{type:"number",unit:"count"}`, 1)
 	_, err = jsplugin.DefaultRegistry.Register(updated, jsplugin.Options{})
 	require.NoError(t, err)
+	// Stored prices that read a fact the narrowed profile dropped stay saveable
+	// while unchanged; edited ones must follow the new profile.
+	stored := PricingValues{"billing_setting.billing_expr": `u("image_count")`, billing_setting.PluginBillingExprOption: map[string]any{key: `u("image_count") * 2`}}
+	require.NoError(t, ValidateModelPricing("profile-image", stored))
+	require.ErrorContains(t, ValidateModelPricing("profile-image", PricingValues{"billing_setting.billing_expr": `u("image_count") * 3`}), "not declared")
+	stored[billing_setting.PluginBillingExprOption] = map[string]any{key: `u("image_count") * 3`}
+	require.ErrorContains(t, ValidateModelPricing("profile-image", stored), "not declared")
 	InvalidatePricingCache()
 	refreshed := pricingByModel(GetPricing())
 	assert.Equal(t, map[string]jsplugin.UsageFieldSchema{"images": {Type: "number", Unit: "count"}}, refreshed["image-alias"].BillingUsageSchema)
diff --git a/model/quota_reserve.go b/model/quota_reserve.go
index a00e050..cd32c89 100644
--- a/model/quota_reserve.go
+++ b/model/quota_reserve.go
@@ -3,7 +3,6 @@ package model
 import (
 	"context"
 	"errors"
-	"fmt"
 
 	"github.com/QuantumNous/new-api/common"
 	"gorm.io/gorm"
@@ -164,7 +163,7 @@ func reserveTokenQuotaDB(id int, quota int) (bool, error) {
 // Redis 异常或水合失败时降级为数据库条件更新，保证服务可用。
 func TryReserveUserQuota(id int, quota int) (bool, error) {
 	if quota < 0 {
-		return false, errors.New("quota 不能为负数！")
+		return false, errors.New("quota cannot be negative")
 	}
 	if quota == 0 {
 		return true, nil
@@ -181,7 +180,7 @@ func TryReserveUserQuota(id int, quota int) (bool, error) {
 	}
 	if err != nil || result == cacheQuotaMiss {
 		if err != nil {
-			common.SysLog("user quota cache reserve unavailable, falling back to database: " + err.Error())
+			common.SysLog(common.LogText("user quota cache reserve unavailable, falling back to database: %s", err.Error()))
 		}
 		return reserveUserQuotaDB(id, quota)
 	}
@@ -191,7 +190,7 @@ func TryReserveUserQuota(id int, quota int) (bool, error) {
 	if err = persistUserQuotaDelta(id, -quota); err != nil {
 		compensated, compensateErr := cacheApplyUserQuotaDelta(id, int64(quota))
 		if compensateErr != nil || compensated != cacheQuotaOK {
-			common.SysError(fmt.Sprintf("failed to compensate reserved user quota: result=%d error=%v", compensated, compensateErr))
+			common.SysError(common.LogText("failed to compensate reserved user quota: result=%d error=%v", compensated, compensateErr))
 		}
 		return false, err
 	}
@@ -202,7 +201,7 @@ func TryReserveUserQuota(id int, quota int) (bool, error) {
 // tokens skip the balance check but still update remain/used accounting.
 func TryReserveTokenQuota(id int, key string, quota int, unlimited bool) (bool, error) {
 	if quota < 0 {
-		return false, errors.New("quota 不能为负数！")
+		return false, errors.New("quota cannot be negative")
 	}
 	if quota == 0 {
 		return true, nil
@@ -222,7 +221,7 @@ func TryReserveTokenQuota(id int, key string, quota int, unlimited bool) (bool,
 	}
 	if err != nil || result == cacheQuotaMiss {
 		if err != nil {
-			common.SysLog("token quota cache reserve unavailable, falling back to database: " + err.Error())
+			common.SysLog(common.LogText("token quota cache reserve unavailable, falling back to database: %s", err.Error()))
 		}
 		return reserveTokenQuotaDB(id, quota)
 	}
@@ -232,7 +231,7 @@ func TryReserveTokenQuota(id int, key string, quota int, unlimited bool) (bool,
 	if err = persistTokenQuotaDelta(id, -quota); err != nil {
 		compensated, compensateErr := cacheApplyTokenQuotaDelta(id, key, int64(quota))
 		if compensateErr != nil || compensated != cacheQuotaOK {
-			common.SysError(fmt.Sprintf("failed to compensate reserved token quota: result=%d error=%v", compensated, compensateErr))
+			common.SysError(common.LogText("failed to compensate reserved token quota: result=%d error=%v", compensated, compensateErr))
 		}
 		return false, err
 	}
diff --git a/model/redemption.go b/model/redemption.go
index e12d88e..123208b 100644
--- a/model/redemption.go
+++ b/model/redemption.go
@@ -2,7 +2,6 @@ package model
 
 import (
 	"errors"
-	"fmt"
 	"strconv"
 
 	"github.com/QuantumNous/new-api/common"
@@ -126,7 +125,7 @@ func SearchRedemptions(keyword string, status string, startIdx int, num int) (re
 
 func GetRedemptionById(id int) (*Redemption, error) {
 	if id == 0 {
-		return nil, errors.New("id 为空！")
+		return nil, common.NewMessage("ID is empty")
 	}
 	redemption := Redemption{Id: id}
 	var err error = nil
@@ -136,10 +135,10 @@ func GetRedemptionById(id int) (*Redemption, error) {
 
 func Redeem(key string, userId int) (quota int, err error) {
 	if key == "" {
-		return 0, errors.New("未提供兑换码")
+		return 0, errors.New("redemption code not provided")
 	}
 	if userId == 0 {
-		return 0, errors.New("无效的 user id")
+		return 0, errors.New("invalid user id")
 	}
 	redemption := &Redemption{}
 
@@ -151,13 +150,13 @@ func Redeem(key string, userId int) (quota int, err error) {
 	err = DB.Transaction(func(tx *gorm.DB) error {
 		err := lockForUpdate(tx).Where(keyCol+" = ?", key).First(redemption).Error
 		if err != nil {
-			return errors.New("无效的兑换码")
+			return errors.New("invalid redemption code")
 		}
 		if redemption.Status != common.RedemptionCodeStatusEnabled {
-			return errors.New("该兑换码已被使用")
+			return errors.New("redemption code already used")
 		}
 		if redemption.ExpiredTime != 0 && redemption.ExpiredTime < common.GetTimestamp() {
-			return errors.New("该兑换码已过期")
+			return errors.New("redemption code expired")
 		}
 		// Compare-and-swap on status: only the transaction that flips
 		// enabled -> used may credit quota, so a concurrent redeem of the
@@ -173,16 +172,16 @@ func Redeem(key string, userId int) (quota int, err error) {
 			return result.Error
 		}
 		if result.RowsAffected == 0 {
-			return errors.New("该兑换码已被使用")
+			return errors.New("redemption code already used")
 		}
 		return creditTopUpQuota(tx, userId, redemption.Quota, nil)
 	})
 	if err != nil {
-		common.SysError("redemption failed: " + err.Error())
+		common.SysError(common.LogText("redemption failed: %s", err.Error()))
 		return 0, ErrRedeemFailed
 	}
-	syncCreditUserQuotaCache(userId, redemption.Quota, "redemption")
-	RecordLog(userId, LogTypeTopup, fmt.Sprintf("通过兑换码充值 %s，兑换码ID %d", logger.LogQuota(redemption.Quota), redemption.Id))
+	syncCreditUserQuotaCache(userId, redemption.Quota, common.LogText("redemption"))
+	RecordLog(userId, LogTypeTopup, common.NewMessage("Topped up {{quota}} with a redemption code, code ID {{id}}", map[string]any{"quota": logger.FormatQuota(redemption.Quota), "id": redemption.Id}))
 	return redemption.Quota, nil
 }
 
@@ -224,7 +223,7 @@ func (redemption *Redemption) Delete() error {
 
 func DeleteRedemptionById(id int) (err error) {
 	if id == 0 {
-		return errors.New("id 为空！")
+		return common.NewMessage("ID is empty")
 	}
 	redemption := Redemption{Id: id}
 	err = DB.Where(redemption).First(&redemption).Error
diff --git a/model/relay_attempt_test.go b/model/relay_attempt_test.go
index 3847524..c928949 100644
--- a/model/relay_attempt_test.go
+++ b/model/relay_attempt_test.go
@@ -24,6 +24,33 @@ func TestTokenRoutingResolution(t *testing.T) {
 	require.Equal(t, []TokenGroupEntry{{"a", 0}, {"b", 0}, {"c", 1}}, p.Resolve("MODEL-X", nil, allowed))
 }
 
+func TestTokenRoutingBlacklistValidation(t *testing.T) {
+	for _, test := range []struct {
+		name   string
+		groups []string
+		valid  bool
+	}{
+		{"legacy", nil, true},
+		{"empty", []string{}, true},
+		{"unavailable group", []string{"removed-group"}, true},
+		{"empty name", []string{""}, false},
+		{"virtual auto", []string{"auto"}, false},
+		{"leading space", []string{" default"}, false},
+		{"trailing space", []string{"default "}, false},
+		{"duplicate", []string{"default", "default"}, false},
+	} {
+		t.Run(test.name, func(t *testing.T) {
+			policy := TokenRoutingPolicy{Version: 1, Mode: "smart", ExcludedGroups: test.groups}
+			err := policy.Validate(5, func(string) bool { return false })
+			if test.valid {
+				require.NoError(t, err)
+			} else {
+				require.Error(t, err)
+			}
+		})
+	}
+}
+
 func TestTokenRoutingLegacy(t *testing.T) {
 	for _, tc := range []struct {
 		token  Token
diff --git a/model/subscription.go b/model/subscription.go
index 4438dfe..fc82cd6 100644
--- a/model/subscription.go
+++ b/model/subscription.go
@@ -499,7 +499,7 @@ func CreateUserSubscriptionFromPlanTx(tx *gorm.DB, userId int, plan *Subscriptio
 			return nil, err
 		}
 		if count >= int64(plan.MaxPurchasePerUser) {
-			return nil, errors.New("已达到该套餐购买上限")
+			return nil, common.NewMessage("Purchase limit for this plan has been reached")
 		}
 	}
 	nowUnix := GetDBTimestamp()
@@ -559,7 +559,7 @@ func CreateUserSubscriptionFromPlanTx(tx *gorm.DB, userId int, plan *Subscriptio
 
 func refreshSubscriptionUserGroupCache(userId int, operation string) {
 	if err := RefreshUserGroupCache(userId); err != nil {
-		common.SysError(fmt.Sprintf("failed to refresh user group cache after %s for user %d: %v", operation, userId, err))
+		common.SysError(common.LogText("failed to refresh user group cache after %s for user %d: %v", operation, userId, err))
 	}
 }
 
@@ -637,11 +637,14 @@ func CompleteSubscriptionOrder(tradeNo string, providerPayload string, expectedP
 		return err
 	}
 	if upgradeGroup != "" && logUserId > 0 {
-		refreshSubscriptionUserGroupCache(logUserId, "subscription payment completion")
+		refreshSubscriptionUserGroupCache(logUserId, common.LogText("subscription payment completion"))
 	}
 	if logUserId > 0 {
-		msg := fmt.Sprintf("订阅购买成功，套餐: %s，支付金额: %.2f，支付方式: %s", logPlanTitle, logMoney, logPaymentMethod)
-		RecordLog(logUserId, LogTypeTopup, msg)
+		RecordLog(logUserId, LogTypeTopup, common.NewMessage("Subscription purchased, plan: {{plan}}, payment amount: {{amount}}, payment method: {{method}}", map[string]any{
+			"plan":   logPlanTitle,
+			"amount": fmt.Sprintf("%.2f", logMoney),
+			"method": logPaymentMethod,
+		}))
 	}
 	return nil
 }
@@ -708,13 +711,13 @@ func ExpireSubscriptionOrder(tradeNo string, expectedPaymentProvider string) err
 }
 
 // Admin bind (no payment). Creates a UserSubscription from a plan.
-func AdminBindSubscription(userId int, planId int, sourceNote string) (string, error) {
+func AdminBindSubscription(userId int, planId int, sourceNote string) (*common.Message, error) {
 	if userId <= 0 || planId <= 0 {
-		return "", errors.New("invalid userId or planId")
+		return nil, errors.New("invalid userId or planId")
 	}
 	plan, err := GetSubscriptionPlanById(planId)
 	if err != nil {
-		return "", err
+		return nil, err
 	}
 	groupChanged := false
 	err = DB.Transaction(func(tx *gorm.DB) error {
@@ -730,13 +733,13 @@ func AdminBindSubscription(userId int, planId int, sourceNote string) (string, e
 		return err
 	})
 	if err != nil {
-		return "", err
+		return nil, err
 	}
 	if groupChanged {
-		refreshSubscriptionUserGroupCache(userId, "admin subscription creation")
-		return fmt.Sprintf("用户分组将升级到 %s", plan.UpgradeGroup), nil
+		refreshSubscriptionUserGroupCache(userId, common.LogText("admin subscription creation"))
+		return common.NewMessage("User group will be upgraded to {{group}}", map[string]any{"group": plan.UpgradeGroup}), nil
 	}
-	return "", nil
+	return nil, nil
 }
 
 func calcSubscriptionBalanceQuota(priceAmount float64) (int, error) {
@@ -744,7 +747,7 @@ func calcSubscriptionBalanceQuota(priceAmount float64) (int, error) {
 		return 0, nil
 	}
 	if common.QuotaPerUnit <= 0 {
-		return 0, errors.New("额度单位配置错误")
+		return 0, common.NewMessage("Quota unit is misconfigured")
 	}
 	quota := decimal.NewFromFloat(priceAmount).
 		Mul(decimal.NewFromFloat(common.QuotaPerUnit)).
@@ -768,13 +771,13 @@ func PurchaseSubscriptionWithBalance(userId int, planId int) error {
 			return err
 		}
 		if !plan.Enabled {
-			return errors.New("套餐未启用")
+			return common.NewMessage("Subscription plan is not enabled")
 		}
 		if plan.PriceAmount < 0 {
-			return errors.New("套餐价格不能为负数")
+			return common.NewMessage("Price cannot be negative")
 		}
 		if plan.AllowBalancePay != nil && !*plan.AllowBalancePay {
-			return errors.New("该套餐不允许使用余额兑换")
+			return common.NewMessage("This plan does not allow balance redemption")
 		}
 
 		requiredQuota, err := calcSubscriptionBalanceQuota(plan.PriceAmount)
@@ -787,7 +790,7 @@ func PurchaseSubscriptionWithBalance(userId int, planId int) error {
 			return err
 		}
 		if requiredQuota > 0 && user.Quota < requiredQuota {
-			return errors.New("余额不足")
+			return common.NewMessage("Insufficient balance")
 		}
 		if requiredQuota > 0 {
 			if err := tx.Model(&User{}).Where("id = ?", userId).
@@ -833,14 +836,17 @@ func PurchaseSubscriptionWithBalance(userId int, planId int) error {
 
 	if chargedQuota > 0 {
 		if err := cacheDecrUserQuota(userId, int64(chargedQuota)); err != nil {
-			common.SysLog("failed to decrease user quota cache after subscription balance purchase: " + err.Error())
+			common.SysLog(common.LogText("failed to decrease user quota cache after subscription balance purchase: %s", err.Error()))
 		}
 	}
 	if upgradeGroup != "" {
-		refreshSubscriptionUserGroupCache(userId, "subscription balance purchase")
+		refreshSubscriptionUserGroupCache(userId, common.LogText("subscription balance purchase"))
 	}
-	msg := fmt.Sprintf("使用余额购买订阅成功，套餐: %s，支付金额: %.2f，扣除额度: %d", logPlanTitle, logMoney, chargedQuota)
-	RecordLog(userId, LogTypeTopup, msg)
+	RecordLog(userId, LogTypeTopup, common.NewMessage("Subscription purchased with balance, plan: {{plan}}, payment amount: {{amount}}, quota deducted: {{quota}}", map[string]any{
+		"plan":   logPlanTitle,
+		"amount": fmt.Sprintf("%.2f", logMoney),
+		"quota":  chargedQuota,
+	}))
 	return nil
 }
 
@@ -924,9 +930,9 @@ func buildSubscriptionSummaries(subs []UserSubscription) []SubscriptionSummary {
 }
 
 // AdminInvalidateUserSubscription marks a user subscription as cancelled and ends it immediately.
-func AdminInvalidateUserSubscription(userSubscriptionId int) (string, error) {
+func AdminInvalidateUserSubscription(userSubscriptionId int) (*common.Message, error) {
 	if userSubscriptionId <= 0 {
-		return "", errors.New("invalid userSubscriptionId")
+		return nil, errors.New("invalid userSubscriptionId")
 	}
 	now := common.GetTimestamp()
 	cacheGroup := ""
@@ -957,21 +963,21 @@ func AdminInvalidateUserSubscription(userSubscriptionId int) (string, error) {
 		return nil
 	})
 	if err != nil {
-		return "", err
+		return nil, err
 	}
 	if cacheGroup != "" && userId > 0 {
-		refreshSubscriptionUserGroupCache(userId, "admin subscription update")
+		refreshSubscriptionUserGroupCache(userId, common.LogText("admin subscription update"))
 	}
 	if downgradeGroup != "" {
-		return fmt.Sprintf("用户分组将回退到 %s", downgradeGroup), nil
+		return common.NewMessage("User group will be reverted to {{group}}", map[string]any{"group": downgradeGroup}), nil
 	}
-	return "", nil
+	return nil, nil
 }
 
 // AdminDeleteUserSubscription hard-deletes a user subscription.
-func AdminDeleteUserSubscription(userSubscriptionId int) (string, error) {
+func AdminDeleteUserSubscription(userSubscriptionId int) (*common.Message, error) {
 	if userSubscriptionId <= 0 {
-		return "", errors.New("invalid userSubscriptionId")
+		return nil, errors.New("invalid userSubscriptionId")
 	}
 	now := common.GetTimestamp()
 	cacheGroup := ""
@@ -998,15 +1004,15 @@ func AdminDeleteUserSubscription(userSubscriptionId int) (string, error) {
 		return nil
 	})
 	if err != nil {
-		return "", err
+		return nil, err
 	}
 	if cacheGroup != "" && userId > 0 {
-		refreshSubscriptionUserGroupCache(userId, "admin subscription deletion")
+		refreshSubscriptionUserGroupCache(userId, common.LogText("admin subscription deletion"))
 	}
 	if downgradeGroup != "" {
-		return fmt.Sprintf("用户分组将回退到 %s", downgradeGroup), nil
+		return common.NewMessage("User group will be reverted to {{group}}", map[string]any{"group": downgradeGroup}), nil
 	}
-	return "", nil
+	return nil, nil
 }
 
 func resetUserSubscriptionTx(tx *gorm.DB, sub *UserSubscription, plan *SubscriptionPlan, now int64, advanceResetTime bool) error {
@@ -1059,7 +1065,7 @@ func adminResetUserSubscriptionsByPlanTx(tx *gorm.DB, userId int, plan *Subscrip
 		return nil, err
 	}
 	if len(subs) == 0 {
-		return nil, errors.New("该用户没有有效的此套餐订阅")
+		return nil, common.NewMessage("This user has no active subscription to this plan")
 	}
 	for i := range subs {
 		if err := resetUserSubscriptionTx(tx, &subs[i], plan, now, advanceResetTime); err != nil {
@@ -1228,7 +1234,7 @@ func ExpireDueSubscriptions(limit int) (int, error) {
 			return expiredCount, err
 		}
 		if cacheGroup != "" {
-			refreshSubscriptionUserGroupCache(userId, "subscription expiration")
+			refreshSubscriptionUserGroupCache(userId, common.LogText("subscription expiration"))
 		}
 	}
 	return expiredCount, nil
diff --git a/model/subscription_auth_test.go b/model/subscription_auth_test.go
index d9848c9..6b8856b 100644
--- a/model/subscription_auth_test.go
+++ b/model/subscription_auth_test.go
@@ -138,7 +138,8 @@ func TestSubscriptionGroupCacheRefreshFailureDoesNotChangeCommittedResult(t *tes
 
 	message, err := AdminBindSubscription(user.Id, plan.Id, "test")
 	require.NoError(t, err)
-	assert.Contains(t, message, "pro")
+	require.NotNil(t, message)
+	assert.Equal(t, "pro", message.Params["group"])
 
 	var updated User
 	require.NoError(t, DB.First(&updated, user.Id).Error)
diff --git a/model/subscription_reset_test.go b/model/subscription_reset_test.go
index 338f18a..f7497ce 100644
--- a/model/subscription_reset_test.go
+++ b/model/subscription_reset_test.go
@@ -134,7 +134,7 @@ func TestAdminResetUserSubscriptionsByPlanNoActiveMatchReturnsError(t *testing.T
 
 	require.Error(t, err)
 	assert.Nil(t, result)
-	assert.True(t, strings.Contains(err.Error(), "该用户没有有效的此套餐订阅"))
+	assert.True(t, strings.Contains(err.Error(), "This user has no active subscription to this plan"))
 }
 
 func TestAdminResetPlanSubscriptionsResetsAllActiveUsers(t *testing.T) {
diff --git a/model/task.go b/model/task.go
index 34ff2f4..b4a4a68 100644
--- a/model/task.go
+++ b/model/task.go
@@ -131,6 +131,11 @@ type TaskPrivateData struct {
 	PluginState json.RawMessage `json:"plugin_state,omitempty"`
 	// PollFailures counts consecutive unrecognized or transient poll outcomes.
 	PollFailures int `json:"poll_failures,omitempty"`
+	// ResultDiscarded marks an immediate terminal result whose submit route
+	// declared retainResult: false. The upstream snapshot was never written
+	// and every retrieval surface treats the task as not found. The zero
+	// value keeps historical rows retained and retrievable.
+	ResultDiscarded bool `json:"result_discarded,omitempty"`
 }
 
 type TaskExecutionSnapshot struct {
@@ -166,6 +171,12 @@ type TaskBillingContext struct {
 	TieredSnapshot  *billingexpr.BillingSnapshot `json:"tiered_snapshot,omitempty"`
 }
 
+// ResultRetrievable reports whether retrieval surfaces (native query routes,
+// protocol retrieve endpoints, artifact projection) may serve this task.
+func (t *Task) ResultRetrievable() bool {
+	return !t.PrivateData.ResultDiscarded
+}
+
 // GetUpstreamTaskID 获取上游真实 task ID（用于与 provider 通信）
 // 旧数据没有 UpstreamTaskID 时，TaskID 本身就是上游 ID
 func (t *Task) GetUpstreamTaskID() string {
@@ -202,7 +213,8 @@ func (p TaskPrivateData) Value() (driver.Value, error) {
 	if p.Key == "" && p.UpstreamTaskID == "" && p.ResultURL == "" &&
 		p.Execution == nil && p.BillingSource == "" && p.SubscriptionId == 0 &&
 		p.TokenId == 0 && p.NodeName == "" && p.BillingContext == nil &&
-		!p.ResponsesBackground && len(p.PluginState) == 0 && p.PollFailures == 0 {
+		!p.ResponsesBackground && len(p.PluginState) == 0 && p.PollFailures == 0 &&
+		!p.ResultDiscarded {
 		return nil, nil
 	}
 	// 同 Properties.Value:string 避免 PG simple protocol 的 bytea 编码。
@@ -230,8 +242,11 @@ func InitTask(platform constant.TaskPlatform, relayInfo *commonRelay.RelayInfo)
 	properties := Properties{}
 	privateData := TaskPrivateData{}
 	if relayInfo != nil && relayInfo.ChannelMeta != nil {
+		// A New API channel may rotate between several gateway tokens, so the
+		// task keeps the key that submitted it and polls with the same identity.
 		if relayInfo.ChannelMeta.ChannelType == constant.ChannelTypeGemini ||
-			relayInfo.ChannelMeta.ChannelType == constant.ChannelTypeVertexAi {
+			relayInfo.ChannelMeta.ChannelType == constant.ChannelTypeVertexAi ||
+			relayInfo.ChannelMeta.ChannelType == constant.ChannelTypeNewAPI {
 			privateData.Key = relayInfo.ChannelMeta.ApiKey
 		}
 		if relayInfo.UpstreamModelName != "" {
@@ -293,7 +308,9 @@ func TaskGetAllUserTask(userId int, startIdx int, num int, queryParams SyncTaskQ
 	}
 
 	// 获取数据
-	err = query.Omit("channel_id").Order("id desc").Limit(num).Offset(startIdx).Find(&tasks).Error
+	// Task lists never render the persisted upstream snapshot; the dashboard
+	// loads media through the artifacts endpoint instead.
+	err = query.Omit("channel_id", "data").Order("id desc").Limit(num).Offset(startIdx).Find(&tasks).Error
 	if err != nil {
 		return nil
 	}
@@ -338,7 +355,7 @@ func TaskGetAllTasks(startIdx int, num int, queryParams SyncTaskQueryParams) []*
 	}
 
 	// 获取数据
-	err = query.Order("id desc").Limit(num).Offset(startIdx).Find(&tasks).Error
+	err = query.Omit("data").Order("id desc").Limit(num).Offset(startIdx).Find(&tasks).Error
 	if err != nil {
 		return nil
 	}
@@ -469,8 +486,15 @@ func (Task *Task) Insert() error {
 	return Task.InsertWithContext(context.Background())
 }
 
-func (Task *Task) InsertWithContext(ctx context.Context) error {
-	return DB.WithContext(ctx).Create(Task).Error
+// InsertWithContext creates the row. omitColumns are left out of the INSERT
+// (for example "data" when the submit route discards the upstream snapshot)
+// while the in-memory task keeps its values for presentation.
+func (Task *Task) InsertWithContext(ctx context.Context, omitColumns ...string) error {
+	tx := DB.WithContext(ctx)
+	if len(omitColumns) > 0 {
+		tx = tx.Omit(omitColumns...)
+	}
+	return tx.Create(Task).Error
 }
 
 type taskSnapshot struct {
diff --git a/model/task_cas_test.go b/model/task_cas_test.go
index 1bc00e9..3596e65 100644
--- a/model/task_cas_test.go
+++ b/model/task_cas_test.go
@@ -59,6 +59,7 @@ func TestMain(m *testing.M) {
 		&SystemInstance{},
 		&SystemTask{},
 		&SystemTaskLock{},
+		&UserAccessToken{},
 	); err != nil {
 		panic("failed to migrate: " + err.Error())
 	}
@@ -77,6 +78,7 @@ func truncateTables(t *testing.T) {
 		DB.Exec("DELETE FROM two_fa_backup_codes")
 		DB.Exec("DELETE FROM two_fas")
 		DB.Exec("DELETE FROM tokens")
+		DB.Exec("DELETE FROM user_access_tokens")
 		DB.Exec("DELETE FROM user_oauth_bindings")
 		DB.Exec("DELETE FROM users")
 		DB.Exec("DELETE FROM logs")
diff --git a/model/task_model_alias.go b/model/task_model_alias.go
index c975386..ce86bac 100644
--- a/model/task_model_alias.go
+++ b/model/task_model_alias.go
@@ -1,7 +1,6 @@
 package model
 
 import (
-	"fmt"
 	"sync"
 	"sync/atomic"
 	"time"
@@ -97,7 +96,7 @@ func buildTaskAliasView(generation *jsplugin.RoutingGeneration) *taskAliasView {
 		Where("status = ?", common.ChannelStatusEnabled).
 		Find(&channels).Error
 	if err != nil {
-		common.SysError(fmt.Sprintf("rebuild task alias view: %s", err.Error()))
+		common.SysError(common.LogText("rebuild task alias view: %s", err.Error()))
 		return view
 	}
 
@@ -110,7 +109,7 @@ func buildTaskAliasView(generation *jsplugin.RoutingGeneration) *taskAliasView {
 		}
 		modelMap := make(map[string]string)
 		if err := common.UnmarshalJsonStr(mappingJSON, &modelMap); err != nil {
-			common.SysError(fmt.Sprintf("task alias view: channel %d model_mapping: %s", channel.Id, err.Error()))
+			common.SysError(common.LogText("task alias view: channel %d model_mapping: %s", channel.Id, err.Error()))
 			continue
 		}
 		inModels := make(map[string]struct{})
@@ -129,7 +128,7 @@ func buildTaskAliasView(generation *jsplugin.RoutingGeneration) *taskAliasView {
 			}
 			tail, cyclic := followChannelModelMapping(modelMap, alias)
 			if cyclic {
-				common.SysError(fmt.Sprintf("task alias mapping cycle dropped: channel=%d key=%q", channel.Id, alias))
+				common.SysError(common.LogText("task alias mapping cycle dropped: channel=%d key=%q", channel.Id, alias))
 				continue
 			}
 			declared, ok := generation.CanonicalModel(tail)
@@ -168,7 +167,7 @@ func buildTaskAliasView(generation *jsplugin.RoutingGeneration) *taskAliasView {
 			for key := range draft.byPlugin {
 				pluginKeys = append(pluginKeys, key)
 			}
-			common.SysLog(fmt.Sprintf("task model alias %q dropped: maps to multiple plugins %v", alias, pluginKeys))
+			common.SysLog(common.LogText("task model alias %q dropped: maps to multiple plugins %v", alias, pluginKeys))
 			continue
 		}
 		var pluginKey, declared string
diff --git a/model/task_plugin.go b/model/task_plugin.go
index 2213582..3ef1eb1 100644
--- a/model/task_plugin.go
+++ b/model/task_plugin.go
@@ -4,6 +4,7 @@ import (
 	"crypto/sha256"
 	"encoding/hex"
 	"errors"
+	"slices"
 	"sort"
 	"time"
 
@@ -11,22 +12,25 @@ import (
 	"github.com/QuantumNous/new-api/constant"
 	"gorm.io/gorm"
 	"gorm.io/gorm/clause"
+	"gorm.io/gorm/schema"
 )
 
 type TaskPluginChannelRef struct {
 	Id   int    `json:"id"`
 	Name string `json:"name"`
+	Type int    `json:"type"`
 }
 
 func GetTaskPluginUsage(key string) ([]TaskPluginChannelRef, int64, error) {
 	var channels []Channel
-	if err := DB.Where("type = ? AND status = ?", constant.ChannelTypeTaskPlugin, common.ChannelStatusEnabled).Find(&channels).Error; err != nil {
+	boundTypes := []int{constant.ChannelTypeTaskPlugin, constant.ChannelTypeNewAPI}
+	if err := DB.Where("type IN ? AND status = ?", boundTypes, common.ChannelStatusEnabled).Find(&channels).Error; err != nil {
 		return nil, 0, err
 	}
 	refs := make([]TaskPluginChannelRef, 0)
 	for _, channel := range channels {
-		if channel.GetSetting().TaskPluginKey == key {
-			refs = append(refs, TaskPluginChannelRef{Id: channel.Id, Name: channel.Name})
+		if channel.GetSetting().BindsTaskPlugin(key) {
+			refs = append(refs, TaskPluginChannelRef{Id: channel.Id, Name: channel.Name, Type: channel.Type})
 		}
 	}
 	var inFlight int64
@@ -34,25 +38,60 @@ func GetTaskPluginUsage(key string) ([]TaskPluginChannelRef, int64, error) {
 	return refs, inFlight, err
 }
 
+// UnbindTaskPlugin removes one plugin from a channel's bindings and reports
+// whether the channel changed. A New API gateway channel keeps serving its other
+// plugins and its ordinary traffic.
+func UnbindTaskPlugin(channelID int, key string) (bool, error) {
+	channel, err := GetChannelById(channelID, false)
+	if err != nil {
+		return false, err
+	}
+	setting := channel.GetSetting()
+	if !setting.BindsTaskPlugin(key) {
+		return false, nil
+	}
+	if setting.TaskPluginKey == key {
+		setting.TaskPluginKey = ""
+	}
+	setting.TaskExtendPluginKeys = slices.DeleteFunc(setting.TaskExtendPluginKeys, func(bound string) bool { return bound == key })
+	channel.SetSetting(setting)
+	return true, DB.Model(&Channel{}).Where("id = ?", channelID).Update("setting", channel.Setting).Error
+}
+
+// LongText is a string column sized for plugin payloads on every supported
+// database: longtext on MySQL, text on PostgreSQL and SQLite. A bare
+// `type:text` tag stops at 64 KiB on MySQL. A `size:` tag above that becomes
+// varchar(N) on PostgreSQL, which rejects sizes past 10485760, and a NOT NULL
+// column declared that way is re-altered by AutoMigrate on every MySQL start
+// because the reported column length never equals N. Neither type chosen here
+// carries a length, so an up-to-date column is left alone, and MySQL widens a
+// shipped text column once, without data loss.
+type LongText string
+
+func (LongText) GormDBDataType(db *gorm.DB, _ *schema.Field) string {
+	if db.Dialector.Name() == string(common.DatabaseTypeMySQL) {
+		return "longtext"
+	}
+	return "text"
+}
+
 type TaskPlugin struct {
-	Id         int64  `json:"id"`
-	Key        string `json:"key" gorm:"size:128;not null;uniqueIndex:uk_task_plugin_key_version,priority:1"`
-	APIVersion int    `json:"api_version" gorm:"not null"`
-	Version    string `json:"version" gorm:"size:64;not null;uniqueIndex:uk_task_plugin_key_version,priority:2"`
-	Source     string `json:"source" gorm:"type:text;not null"`
-	SourceHash string `json:"source_hash" gorm:"size:64;not null"`
+	Id         int64    `json:"id"`
+	Key        string   `json:"key" gorm:"size:128;not null;uniqueIndex:uk_task_plugin_key_version,priority:1"`
+	APIVersion int      `json:"api_version" gorm:"not null"`
+	Version    string   `json:"version" gorm:"size:64;not null;uniqueIndex:uk_task_plugin_key_version,priority:2"`
+	Source     LongText `json:"source" gorm:"not null"`
+	SourceHash string   `json:"source_hash" gorm:"size:64;not null"`
 	// Icon is the plugin logo shipped as a sidecar icon.svg / icon.png next to
 	// plugin.js, stored as a data URI so one column carries both the media
 	// type and the bytes. It never travels inside list or detail JSON; the UI
-	// loads it through GET /api/plugin/task/:key/icon. size matches the
-	// 512 KiB icon cap and makes GORM emit mediumtext on MySQL (a bare TEXT
-	// column there holds only 64 KiB), varchar(524288) on PostgreSQL, and text
-	// on SQLite.
-	Icon      string `json:"-" gorm:"size:524288"`
-	Enabled   bool   `json:"enabled" gorm:"not null"`
-	Active    bool   `json:"active" gorm:"not null;index"`
-	CreatedAt int64  `json:"created_at" gorm:"not null"`
-	Remark    string `json:"remark" gorm:"type:text"`
+	// loads it through GET /api/plugin/task/:key/icon. LongText keeps the
+	// 512 KiB icon cap storable on MySQL, where a bare TEXT holds only 64 KiB.
+	Icon      LongText `json:"-"`
+	Enabled   bool     `json:"enabled" gorm:"not null"`
+	Active    bool     `json:"active" gorm:"not null;index"`
+	CreatedAt int64    `json:"created_at" gorm:"not null"`
+	Remark    string   `json:"remark" gorm:"type:text"`
 }
 
 // HasIcon reports whether this version ships a logo.
@@ -124,12 +163,17 @@ func GetTaskPluginVersion(key, version string) (*TaskPlugin, error) {
 	return &plugin, nil
 }
 
+// ListActiveTaskPlugins returns the enabled override rows without their
+// source and icon payloads; see GetTaskPluginSyncSnapshot.
 func ListActiveTaskPlugins() ([]TaskPlugin, error) {
 	snapshot, err := GetTaskPluginSyncSnapshot()
 	return snapshot.Plugins, err
 }
 
 type TaskPluginSyncSnapshot struct {
+	// Plugins are the enabled active overrides with Source and Icon left
+	// empty. Sync compares SourceHash against what it already compiled and
+	// loads source through GetTaskPluginSource only for the rows that changed.
 	Plugins  []TaskPlugin
 	Revision string
 }
@@ -137,9 +181,11 @@ type TaskPluginSyncSnapshot struct {
 // GetTaskPluginSyncSnapshot returns the enabled override set together with a
 // deterministic revision of every active database override. Nodes can compare
 // the revision even though their local routing-generation counters differ.
+// The query skips the source and icon columns: every node polls this every
+// 30 seconds, and plugin sources may be several MiB each.
 func GetTaskPluginSyncSnapshot() (TaskPluginSyncSnapshot, error) {
 	var activePlugins []TaskPlugin
-	if err := DB.Where(&TaskPlugin{Active: true}).
+	if err := DB.Omit("source", "icon").Where(&TaskPlugin{Active: true}).
 		Order(clause.OrderByColumn{Column: clause.Column{Name: "key"}}).
 		Order(clause.OrderByColumn{Column: clause.Column{Name: "version"}}).
 		Order(clause.OrderByColumn{Column: clause.Column{Name: "id"}}).
@@ -185,6 +231,16 @@ func GetTaskPluginSyncSnapshot() (TaskPluginSyncSnapshot, error) {
 	}, nil
 }
 
+// GetTaskPluginSource loads one override's JavaScript by row id. Rows never
+// change source in place (SaveTaskPlugin rejects a different source for the
+// same key and version), so the id from a sync snapshot identifies exactly the
+// text whose SourceHash that snapshot reported.
+func GetTaskPluginSource(id int64) (LongText, error) {
+	var plugin TaskPlugin
+	err := DB.Select("source").Where(&TaskPlugin{Id: id}).Take(&plugin).Error
+	return plugin.Source, err
+}
+
 func ActivateTaskPlugin(key, version string) error {
 	return DB.Transaction(func(tx *gorm.DB) error {
 		var target TaskPlugin
diff --git a/model/task_plugin_channel_select_test.go b/model/task_plugin_channel_select_test.go
index 38b6e9c..8daa050 100644
--- a/model/task_plugin_channel_select_test.go
+++ b/model/task_plugin_channel_select_test.go
@@ -80,3 +80,60 @@ func TestSharedPluginKeysFilterBothChannelSources(t *testing.T) {
 	assert.Equal(t, []int{910001, 910002}, kept)
 	assert.Empty(t, emptied)
 }
+
+func TestNewAPIChannelServesExtendedTaskPlugins(t *testing.T) {
+	truncateTables(t)
+	priority := int64(0)
+	weight := uint(1)
+	baseURL := "https://gateway.example"
+	extended := `{"task_extend_plugin_keys":["alpha","gamma"]}`
+	single := `{"task_plugin_key":"delta"}`
+	channels := []Channel{
+		{Id: 920001, Type: constant.ChannelTypeNewAPI, Status: common.ChannelStatusEnabled, Name: "gateway", Models: "shared,chat", Group: "default", Priority: &priority, Weight: &weight, BaseURL: &baseURL, Setting: &extended},
+		{Id: 920002, Type: constant.ChannelTypeNewAPI, Status: common.ChannelStatusEnabled, Name: "gateway-single", Models: "shared", Group: "default", Priority: &priority, Weight: &weight, BaseURL: &baseURL, Setting: &single},
+	}
+	for i := range channels {
+		require.NoError(t, channels[i].Insert())
+	}
+
+	selected, err := GetChannel("default", "shared", 0, identityFilters("alpha", nil))
+	require.NoError(t, err)
+	require.NotNil(t, selected)
+	assert.Equal(t, "gateway", selected.Name)
+	selected, err = GetChannel("default", "shared", 0, identityFilters("delta", nil))
+	require.NoError(t, err)
+	require.NotNil(t, selected)
+	assert.Equal(t, "gateway-single", selected.Name, "a single task_plugin_key still binds a New API channel")
+	selected, err = GetChannel("default", "shared", 0, identityFilters("beta", nil))
+	require.NoError(t, err)
+	assert.Nil(t, selected, "unbound plugins never reach the gateway channel")
+	shared := []dto.ChannelFilter{{Kind: dto.FilterTaskPluginIdentity, TaskPluginKey: "beta", TaskPluginKeys: []string{"beta", "gamma"}}}
+	selected, err = GetChannel("default", "shared", 0, shared)
+	require.NoError(t, err)
+	require.NotNil(t, selected)
+	assert.Equal(t, "gateway", selected.Name, "a bound shared-model candidate admits the channel")
+	selected, err = GetChannel("default", "chat", 0, identityFilters("", nil))
+	require.NoError(t, err)
+	require.NotNil(t, selected)
+	assert.Equal(t, "gateway", selected.Name, "requests without a pinned plugin keep using the gateway")
+}
+
+func TestModelModifierNamesRouteWithAndWithoutMemoryCache(t *testing.T) {
+	truncateTables(t)
+	originalMemoryCache := common.MemoryCacheEnabled
+	t.Cleanup(func() { common.MemoryCacheEnabled = originalMemoryCache; InitChannelCache() })
+	channel := Channel{Id: 930001, Type: constant.ChannelTypeDeepSeek, Status: common.ChannelStatusEnabled, Name: "deepseek", Models: "deepseek-flash", Group: "default"}
+	require.NoError(t, channel.Insert())
+
+	for _, memoryCache := range []bool{false, true} {
+		common.MemoryCacheEnabled = memoryCache
+		InitChannelCache()
+		selected, err := GetRandomSatisfiedChannel("default", "deepseek-flash@effort:max", 0, nil)
+		require.NoError(t, err)
+		require.NotNil(t, selected, "memory cache %v", memoryCache)
+		assert.Equal(t, "deepseek", selected.Name)
+		selected, err = GetRandomSatisfiedChannel("default", "deepseek-pro@effort:max", 0, nil)
+		require.NoError(t, err)
+		assert.Nil(t, selected, "memory cache %v", memoryCache)
+	}
+}
diff --git a/model/token.go b/model/token.go
index e286a7e..fb09f52 100644
--- a/model/token.go
+++ b/model/token.go
@@ -192,20 +192,20 @@ func sanitizeLikePattern(input string) (string, error) {
 func validateLikePattern(input string) error {
 	// 1. 连续的 % 直接拒绝
 	if strings.Contains(input, "%%") {
-		return errors.New("搜索模式中不允许包含连续的 % 通配符")
+		return common.NewMessage("The search pattern cannot contain consecutive % wildcards")
 	}
 
 	// 2. 统计 % 数量，不得超过 2
 	count := strings.Count(input, "%")
 	if count > 2 {
-		return errors.New("搜索模式中最多允许包含 2 个 % 通配符")
+		return common.NewMessage("The search pattern can contain at most 2 % wildcards")
 	}
 
 	// 3. 含 % 时，去掉 % 后关键词长度必须 >= 2
 	if count > 0 {
 		stripped := strings.ReplaceAll(input, "%", "")
 		if len(stripped) < 2 {
-			return errors.New("使用模糊搜索时，关键词长度至少为 2 个字符")
+			return common.NewMessage("Fuzzy search keywords must be at least 2 characters long")
 		}
 	}
 
@@ -233,11 +233,11 @@ func SearchUserTokens(userId int, keyword string, token string, offset int, limi
 	if hasFuzzy {
 		count, err := CountUserTokens(userId)
 		if err != nil {
-			common.SysLog("failed to count user tokens: " + err.Error())
-			return nil, 0, errors.New("获取令牌数量失败")
+			common.SysLog(common.LogText("failed to count user tokens: %s", err.Error()))
+			return nil, 0, common.NewMessage("Failed to get the token count")
 		}
 		if int(count) > maxTokens {
-			return nil, 0, errors.New("令牌数量超过上限，仅允许精确搜索，请勿使用 % 通配符")
+			return nil, 0, common.NewMessage("Token count exceeds the limit. Only exact search is allowed, do not use the % wildcard")
 		}
 	}
 
@@ -262,15 +262,15 @@ func SearchUserTokens(userId int, keyword string, token string, offset int, limi
 	// 先查匹配总数（用于分页，受 maxTokens 上限保护，避免全表 COUNT）
 	err = baseQuery.Limit(maxTokens).Count(&total).Error
 	if err != nil {
-		common.SysError("failed to count search tokens: " + err.Error())
-		return nil, 0, errors.New("搜索令牌失败")
+		common.SysError(common.LogText("failed to count search tokens: %s", err.Error()))
+		return nil, 0, common.NewMessage("Failed to search tokens")
 	}
 
 	// 再分页查数据
 	err = baseQuery.Order("id desc").Offset(offset).Limit(limit).Find(&tokens).Error
 	if err != nil {
-		common.SysError("failed to search tokens: " + err.Error())
-		return nil, 0, errors.New("搜索令牌失败")
+		common.SysError(common.LogText("failed to search tokens: %s", err.Error()))
+		return nil, 0, common.NewMessage("Failed to search tokens")
 	}
 	return tokens, total, nil
 }
@@ -291,7 +291,7 @@ func ValidateUserToken(key string) (token *Token, err error) {
 				token.Status = common.TokenStatusExpired
 				err := token.SelectUpdate()
 				if err != nil {
-					common.SysLog("failed to update token status" + err.Error())
+					common.SysLog(common.LogText("failed to update token status%s", err.Error()))
 				}
 			}
 			return token, ErrTokenInvalid
@@ -301,14 +301,14 @@ func ValidateUserToken(key string) (token *Token, err error) {
 				token.Status = common.TokenStatusExhausted
 				err := token.SelectUpdate()
 				if err != nil {
-					common.SysLog("failed to update token status" + err.Error())
+					common.SysLog(common.LogText("failed to update token status%s", err.Error()))
 				}
 			}
 			return token, ErrTokenInvalid
 		}
 		return token, nil
 	}
-	common.SysLog("ValidateUserToken: failed to get token: " + err.Error())
+	common.SysLog(common.LogText("ValidateUserToken: failed to get token: %s", err.Error()))
 	if errors.Is(err, gorm.ErrRecordNotFound) {
 		return nil, ErrTokenInvalid
 	}
@@ -317,7 +317,7 @@ func ValidateUserToken(key string) (token *Token, err error) {
 
 func GetTokenByIds(id int, userId int) (*Token, error) {
 	if id == 0 || userId == 0 {
-		return nil, errors.New("id 或 userId 为空！")
+		return nil, common.NewMessage("Token ID or user ID is empty")
 	}
 	token := Token{Id: id, UserId: userId}
 	var err error = nil
@@ -327,7 +327,7 @@ func GetTokenByIds(id int, userId int) (*Token, error) {
 
 func GetTokenById(id int) (*Token, error) {
 	if id == 0 {
-		return nil, errors.New("id 为空！")
+		return nil, errors.New("token id is empty")
 	}
 	token := Token{Id: id}
 	var err error = nil
@@ -352,7 +352,7 @@ func GetTokenByKey(key string, fromDB bool) (token *Token, err error) {
 		// 冷缓存时用数据库快照初始化；已存在的哈希只刷新 TTL，
 		// 避免快照覆盖 Redis 中已被原子预扣的余额。初始化失败不影响本次读取。
 		if _, cacheErr := cacheInitToken(*token); cacheErr != nil {
-			common.SysLog("failed to init token cache: " + cacheErr.Error())
+			common.SysLog(common.LogText("failed to init token cache: %s", cacheErr.Error()))
 		}
 	}
 	return token, nil
@@ -368,7 +368,7 @@ func (token *Token) Insert() error {
 func (token *Token) Update() (err error) {
 	// 写库前失效缓存并设置 fence，防止并发读者把过期快照重新写回缓存。
 	if cacheErr := invalidateTokenCacheForMutation(token.Key); cacheErr != nil {
-		common.SysLog("failed to invalidate token cache before update: " + cacheErr.Error())
+		common.SysLog(common.LogText("failed to invalidate token cache before update: %s", cacheErr.Error()))
 	}
 	return DB.Model(token).Select("name", "status", "expired_time", "remain_quota", "unlimited_quota",
 		"model_limits_enabled", "model_limits", "allow_ips", "group", "cross_group_retry", "astra_auto_switch", "astra_detection_enabled", "auto_groups", "routing_policy").Updates(token).Error
@@ -376,7 +376,7 @@ func (token *Token) Update() (err error) {
 
 func (token *Token) SelectUpdate() (err error) {
 	if cacheErr := invalidateTokenCacheForMutation(token.Key); cacheErr != nil {
-		common.SysLog("failed to invalidate token cache before status update: " + cacheErr.Error())
+		common.SysLog(common.LogText("failed to invalidate token cache before status update: %s", cacheErr.Error()))
 	}
 	// This can update zero values
 	return DB.Model(token).Select("accessed_time", "status").Updates(token).Error
@@ -384,7 +384,7 @@ func (token *Token) SelectUpdate() (err error) {
 
 func (token *Token) Delete() (err error) {
 	if cacheErr := invalidateTokenCacheForMutation(token.Key); cacheErr != nil {
-		common.SysLog("failed to invalidate token cache before delete: " + cacheErr.Error())
+		common.SysLog(common.LogText("failed to invalidate token cache before delete: %s", cacheErr.Error()))
 	}
 	return DB.Delete(token).Error
 }
@@ -422,7 +422,7 @@ func DisableModelLimits(tokenId int) error {
 func DeleteTokenById(id int, userId int) (err error) {
 	// Why we need userId here? In case user want to delete other's token.
 	if id == 0 || userId == 0 {
-		return errors.New("id 或 userId 为空！")
+		return common.NewMessage("Token ID or user ID is empty")
 	}
 	token := Token{Id: id, UserId: userId}
 	err = DB.Where(token).First(&token).Error
@@ -434,14 +434,14 @@ func DeleteTokenById(id int, userId int) (err error) {
 
 func IncreaseTokenQuota(tokenId int, key string, quota int) (err error) {
 	if quota < 0 {
-		return errors.New("quota 不能为负数！")
+		return errors.New("quota cannot be negative")
 	}
 	if common.RedisEnabled {
 		gopool.Go(func() {
 			// 守卫式增量：哈希不存在时跳过，由下次读取从数据库水合，
 			// 绝不创建只有配额字段的残缺哈希。
 			if _, err := cacheApplyTokenQuotaDelta(tokenId, key, int64(quota)); err != nil {
-				common.SysLog("failed to increase token quota: " + err.Error())
+				common.SysLog(common.LogText("failed to increase token quota: %s", err.Error()))
 			}
 		})
 	}
@@ -465,12 +465,12 @@ func increaseTokenQuota(id int, quota int) (err error) {
 
 func DecreaseTokenQuota(id int, key string, quota int) (err error) {
 	if quota < 0 {
-		return errors.New("quota 不能为负数！")
+		return errors.New("quota cannot be negative")
 	}
 	if common.RedisEnabled {
 		gopool.Go(func() {
 			if _, err := cacheApplyTokenQuotaDelta(id, key, int64(-quota)); err != nil {
-				common.SysLog("failed to decrease token quota: " + err.Error())
+				common.SysLog(common.LogText("failed to decrease token quota: %s", err.Error()))
 			}
 		})
 	}
@@ -502,7 +502,7 @@ func CountUserTokens(userId int) (int64, error) {
 // BatchDeleteTokens 删除指定用户的一组令牌，返回成功删除数量
 func BatchDeleteTokens(ids []int, userId int) (int, error) {
 	if len(ids) == 0 {
-		return 0, errors.New("ids 不能为空！")
+		return 0, common.NewMessage("Token IDs cannot be empty")
 	}
 
 	tx := DB.Begin()
@@ -513,7 +513,7 @@ func BatchDeleteTokens(ids []int, userId int) (int, error) {
 		return 0, err
 	}
 	if err := invalidateTokensCache(tokens); err != nil {
-		common.SysLog("failed to invalidate token cache before batch delete: " + err.Error())
+		common.SysLog(common.LogText("failed to invalidate token cache before batch delete: %s", err.Error()))
 	}
 
 	if err := tx.Where("user_id = ? AND id IN (?)", userId, ids).Delete(&Token{}).Error; err != nil {
@@ -544,7 +544,7 @@ func InvalidateUserTokensCache(userId int) error {
 		return nil
 	}
 	if userId <= 0 {
-		return errors.New("userId 无效")
+		return errors.New("invalid user id")
 	}
 	var tokens []Token
 	if err := DB.Unscoped().
diff --git a/model/token_auto_groups_cache_test.go b/model/token_auto_groups_cache_test.go
index cb5c0b6..3bd22fc 100644
--- a/model/token_auto_groups_cache_test.go
+++ b/model/token_auto_groups_cache_test.go
@@ -46,6 +46,19 @@ func TestTokenAutoGroupsRoundTripThroughRedisHashCache(t *testing.T) {
 	assert.Equal(t, []string{"vip", "default"}, groups)
 }
 
+func TestTokenAllowUserQuotaQueryRoundTripsThroughRedisHashCache(t *testing.T) {
+	server := useUserCacheMiniRedis(t)
+	token := Token{Id: 43, UserId: 7, Key: "token-user-quota-cache-key", Name: "user-quota-cache", AllowUserQuotaQuery: true}
+
+	initialized, err := cacheInitToken(token)
+	require.NoError(t, err)
+	require.Equal(t, 1, initialized)
+	cached, err := cacheGetTokenByKey(token.Key)
+	require.NoError(t, err)
+	assert.True(t, cached.AllowUserQuotaQuery)
+	assert.Positive(t, server.TTL(getTokenCacheKey(token.Key)))
+}
+
 func TestTokenUpdateSynchronouslyNarrowsPreheatedAutoGroupsCache(t *testing.T) {
 	truncateTables(t)
 	useUserCacheMiniRedis(t)
@@ -87,3 +100,18 @@ func cacheSetTokenForTest(token Token) error {
 	_, err := cacheInitToken(token)
 	return err
 }
+
+func TestTokenRoutingBlacklistRoundTripsThroughRedisHashCache(t *testing.T) {
+	server := useUserCacheMiniRedis(t)
+	token := Token{Id: 43, UserId: 7, Key: "token-blacklist-cache-key", Name: "blacklist-cache", RoutingPolicy: `{"version":1,"mode":"smart","excluded_groups":["blocked"]}`}
+
+	initialized, err := cacheInitToken(token)
+	require.NoError(t, err)
+	require.Equal(t, 1, initialized)
+	cached, err := cacheGetTokenByKey(token.Key)
+	require.NoError(t, err)
+	policy, err := cached.GetRoutingPolicy()
+	require.NoError(t, err)
+	assert.Equal(t, []string{"blocked"}, policy.ExcludedGroups)
+	assert.Positive(t, server.TTL(getTokenCacheKey(token.Key)))
+}
diff --git a/model/token_routing.go b/model/token_routing.go
index f42d3ce..6c7cec8 100644
--- a/model/token_routing.go
+++ b/model/token_routing.go
@@ -20,6 +20,7 @@ type TokenRoutingPolicy struct {
 	AutoPreference       string             `json:"auto_preference,omitempty"`
 	AllowDegraded        bool               `json:"allow_degraded,omitempty"`
 	SkipDegradedGroups   bool               `json:"skip_degraded_groups,omitempty"`
+	ExcludedGroups       []string           `json:"excluded_groups,omitempty"`
 	Version              int                `json:"version"`
 	Mode                 string             `json:"mode"`
 	Groups               []TokenGroupEntry  `json:"groups"`
@@ -33,7 +34,7 @@ func (p *TokenRoutingPolicy) Validate(maxGroups int, allowed func(string) bool)
 	if p.Mode == "custom" && len(p.Groups) == 0 {
 		return fmt.Errorf("a group pool must contain at least one group")
 	}
-	if p.Mode == "smart" && (len(p.ModelRules) != 0 || (p.AutoPreference != "" && p.AutoPreference != "cost" && p.AutoPreference != "speed" && p.AutoPreference != "stable")) {
+	if p.Mode == "smart" && (len(p.ModelRules) != 0 || (p.AutoPreference != "" && p.AutoPreference != "cost" && p.AutoPreference != "speed" && p.AutoPreference != "throughput" && p.AutoPreference != "stable")) {
 		return fmt.Errorf("invalid automatic routing settings")
 	}
 	if p.Mode != "custom" && len(p.Groups) != 0 {
@@ -43,6 +44,13 @@ func (p *TokenRoutingPolicy) Validate(maxGroups int, allowed func(string) bool)
 		return fmt.Errorf("routing policy exceeds configured limits")
 	}
 	pool := map[string]bool{}
+	excluded := map[string]bool{}
+	for _, group := range p.ExcludedGroups {
+		if group == "" || group == "auto" || group != strings.TrimSpace(group) || excluded[group] {
+			return common.NewMessage("Invalid group blacklist")
+		}
+		excluded[group] = true
+	}
 	for _, entry := range p.Groups {
 		if entry.Group == "" || entry.Group == "auto" || entry.Group != strings.TrimSpace(entry.Group) || pool[entry.Group] || entry.Priority < 0 || entry.Priority > 10000 || !allowed(entry.Group) {
 			return fmt.Errorf("invalid or inaccessible pool group: %s", entry.Group)
@@ -66,6 +74,10 @@ func (p *TokenRoutingPolicy) Validate(maxGroups int, allowed func(string) bool)
 	return nil
 }
 
+func (p *TokenRoutingPolicy) ExcludesGroup(group string) bool {
+	return p != nil && p.Mode == "smart" && slices.Contains(p.ExcludedGroups, group)
+}
+
 // Resolve is shared by routing and the management preview. Model preferences
 // precede remaining defaults; matching priorities stay in the same tier.
 func (p *TokenRoutingPolicy) Resolve(modelName string, inherited []string, allowed func(string) bool) []TokenGroupEntry {
diff --git a/model/topup.go b/model/topup.go
index 9e031d0..17d4df3 100644
--- a/model/topup.go
+++ b/model/topup.go
@@ -43,12 +43,13 @@ const (
 )
 
 var (
-	ErrPaymentMethodMismatch    = errors.New("payment method mismatch")
-	ErrTopUpNotFound            = errors.New("topup not found")
-	ErrTopUpStatusInvalid       = errors.New("topup status invalid")
-	ErrInvalidTopUpQuota        = errors.New("invalid top-up quota")
-	ErrTopUpQuotaLimitExceeded  = errors.New("top-up quota limit exceeded")
-	ErrWalletQuotaLimitExceeded = errors.New("wallet quota limit exceeded")
+	ErrPaymentMethodMismatch = errors.New("payment method mismatch")
+	ErrTopUpNotFound         = errors.New("topup not found")
+	ErrTopUpStatusInvalid    = errors.New("topup status invalid")
+	// The quota errors reach the web console, so they carry message keys.
+	ErrInvalidTopUpQuota        error = common.NewMessage("Invalid top-up quota")
+	ErrTopUpQuotaLimitExceeded  error = common.NewMessage("Top-up quota limit exceeded")
+	ErrWalletQuotaLimitExceeded error = common.NewMessage("Wallet quota limit exceeded")
 )
 
 func (topUp *TopUp) Insert() error {
@@ -144,7 +145,7 @@ func GetTopUpByTradeNo(tradeNo string) *TopUp {
 
 func UpdatePendingTopUpStatus(tradeNo string, expectedPaymentProvider string, targetStatus string) error {
 	if tradeNo == "" {
-		return errors.New("未提供支付单号")
+		return errors.New("payment order number not provided")
 	}
 
 	refCol := "`trade_no`"
@@ -175,7 +176,7 @@ func UpdatePendingTopUpStatus(tradeNo string, expectedPaymentProvider string, ta
 // 进程内的 LockOrder 只是优化，正确性由本函数的数据库行锁保证。
 func RechargeEpay(tradeNo string, actualPaymentMethod string, callerIp string) (alreadyDone bool, err error) {
 	if tradeNo == "" {
-		return false, errors.New("未提供支付单号")
+		return false, errors.New("payment order number not provided")
 	}
 
 	refCol := "`trade_no`"
@@ -218,23 +219,23 @@ func RechargeEpay(tradeNo string, actualPaymentMethod string, callerIp string) (
 	})
 	if err != nil {
 		if !errors.Is(err, ErrTopUpNotFound) && !errors.Is(err, ErrPaymentMethodMismatch) && !errors.Is(err, ErrTopUpStatusInvalid) {
-			common.SysError("epay topup failed: " + err.Error())
+			common.SysError(common.LogText("epay topup failed: %s", err.Error()))
 		}
 		return false, err
 	}
 	if alreadyDone {
 		return true, nil
 	}
-	syncCreditUserQuotaCache(topUp.UserId, quotaToAdd, "epay topup")
+	syncCreditUserQuotaCache(topUp.UserId, quotaToAdd, common.LogText("epay topup"))
 
-	common.SysLog(fmt.Sprintf("易支付充值成功 trade_no=%s user_id=%d quota_to_add=%d money=%.2f", topUp.TradeNo, topUp.UserId, quotaToAdd, topUp.Money))
-	RecordTopupLog(topUp.UserId, fmt.Sprintf("使用在线充值成功，充值金额: %v，支付金额：%f", logger.LogQuota(quotaToAdd), topUp.Money), callerIp, topUp.PaymentMethod, PaymentProviderEpay)
+	common.SysLog(common.LogText("Epay top-up succeeded trade_no=%s user_id=%d quota_to_add=%d money=%.2f", topUp.TradeNo, topUp.UserId, quotaToAdd, topUp.Money))
+	RecordTopupLog(topUp.UserId, common.NewMessage("Online top-up succeeded, amount added: {{quota}}, payment amount: {{amount}}", map[string]any{"quota": logger.FormatQuota(quotaToAdd), "amount": fmt.Sprintf("%f", topUp.Money)}), callerIp, topUp.PaymentMethod, PaymentProviderEpay)
 	return false, nil
 }
 
 func Recharge(referenceId string, customerId string, callerIp string) (err error) {
 	if referenceId == "" {
-		return errors.New("未提供支付单号")
+		return errors.New("payment order number not provided")
 	}
 
 	var quota int
@@ -248,7 +249,7 @@ func Recharge(referenceId string, customerId string, callerIp string) (err error
 	err = DB.Transaction(func(tx *gorm.DB) error {
 		err := lockForUpdate(tx).Where(refCol+" = ?", referenceId).First(topUp).Error
 		if err != nil {
-			return errors.New("充值订单不存在")
+			return errors.New("top-up order not found")
 		}
 
 		if topUp.PaymentProvider != PaymentProviderStripe {
@@ -256,7 +257,7 @@ func Recharge(referenceId string, customerId string, callerIp string) (err error
 		}
 
 		if topUp.Status != common.TopUpStatusPending {
-			return errors.New("充值订单状态错误")
+			return errors.New("invalid top-up order status")
 		}
 
 		topUp.CompleteTime = common.GetTimestamp()
@@ -278,12 +279,12 @@ func Recharge(referenceId string, customerId string, callerIp string) (err error
 	})
 
 	if err != nil {
-		common.SysError("topup failed: " + err.Error())
-		return errors.New("充值失败，请稍后重试")
+		common.SysError(common.LogText("topup failed: %s", err.Error()))
+		return errors.New("top-up failed")
 	}
-	syncCreditUserQuotaCache(topUp.UserId, quota, "stripe topup")
+	syncCreditUserQuotaCache(topUp.UserId, quota, common.LogText("stripe topup"))
 
-	RecordTopupLog(topUp.UserId, fmt.Sprintf("使用在线充值成功，充值金额: %v，支付金额：%d", logger.FormatQuota(quota), topUp.Amount), callerIp, topUp.PaymentMethod, PaymentMethodStripe)
+	RecordTopupLog(topUp.UserId, common.NewMessage("Online top-up succeeded, amount added: {{quota}}, payment amount: {{amount}}", map[string]any{"quota": logger.FormatQuota(quota), "amount": topUp.Amount}), callerIp, topUp.PaymentMethod, PaymentMethodStripe)
 
 	return nil
 }
@@ -389,14 +390,14 @@ func SearchUserTopUps(userId int, keyword string, pageInfo *common.PageInfo) (to
 
 	if err = query.Limit(searchTopUpCountHardLimit).Count(&total).Error; err != nil {
 		tx.Rollback()
-		common.SysError("failed to count search topups: " + err.Error())
-		return nil, 0, errors.New("搜索充值记录失败")
+		common.SysError(common.LogText("failed to count search topups: %s", err.Error()))
+		return nil, 0, common.NewMessage("Failed to search top-up records")
 	}
 
 	if err = query.Order("id desc").Limit(pageInfo.GetPageSize()).Offset(pageInfo.GetStartIdx()).Find(&topups).Error; err != nil {
 		tx.Rollback()
-		common.SysError("failed to search topups: " + err.Error())
-		return nil, 0, errors.New("搜索充值记录失败")
+		common.SysError(common.LogText("failed to search topups: %s", err.Error()))
+		return nil, 0, common.NewMessage("Failed to search top-up records")
 	}
 
 	if err = tx.Commit().Error; err != nil {
@@ -429,14 +430,14 @@ func SearchAllTopUps(keyword string, pageInfo *common.PageInfo) (topups []*TopUp
 
 	if err = query.Limit(searchTopUpCountHardLimit).Count(&total).Error; err != nil {
 		tx.Rollback()
-		common.SysError("failed to count search topups: " + err.Error())
-		return nil, 0, errors.New("搜索充值记录失败")
+		common.SysError(common.LogText("failed to count search topups: %s", err.Error()))
+		return nil, 0, common.NewMessage("Failed to search top-up records")
 	}
 
 	if err = query.Order("id desc").Limit(pageInfo.GetPageSize()).Offset(pageInfo.GetStartIdx()).Find(&topups).Error; err != nil {
 		tx.Rollback()
-		common.SysError("failed to search topups: " + err.Error())
-		return nil, 0, errors.New("搜索充值记录失败")
+		common.SysError(common.LogText("failed to search topups: %s", err.Error()))
+		return nil, 0, common.NewMessage("Failed to search top-up records")
 	}
 
 	if err = tx.Commit().Error; err != nil {
@@ -448,7 +449,7 @@ func SearchAllTopUps(keyword string, pageInfo *common.PageInfo) (topups []*TopUp
 // ManualCompleteTopUp 管理员手动完成订单并给用户充值
 func ManualCompleteTopUp(tradeNo string, callerIp string) error {
 	if tradeNo == "" {
-		return errors.New("未提供订单号")
+		return common.NewMessage("Order number not provided")
 	}
 
 	refCol := "`trade_no`"
@@ -465,7 +466,7 @@ func ManualCompleteTopUp(tradeNo string, callerIp string) error {
 		topUp := &TopUp{}
 		// 行级锁，避免并发补单
 		if err := lockForUpdate(tx).Where(refCol+" = ?", tradeNo).First(topUp).Error; err != nil {
-			return errors.New("充值订单不存在")
+			return common.NewMessage("Top-up order does not exist")
 		}
 
 		// 幂等处理：已成功直接返回
@@ -474,7 +475,7 @@ func ManualCompleteTopUp(tradeNo string, callerIp string) error {
 		}
 
 		if topUp.Status != common.TopUpStatusPending {
-			return errors.New("订单状态不是待支付，无法补单")
+			return common.NewMessage("Order is not pending payment and cannot be completed")
 		}
 
 		// 计算应充值额度：
@@ -517,13 +518,13 @@ func ManualCompleteTopUp(tradeNo string, callerIp string) error {
 	}
 
 	// 事务外记录日志，避免阻塞
-	syncCreditUserQuotaCache(userId, quotaToAdd, "manual topup")
-	RecordTopupLog(userId, fmt.Sprintf("管理员补单成功，充值金额: %v，支付金额：%f", logger.FormatQuota(quotaToAdd), payMoney), callerIp, paymentMethod, "admin")
+	syncCreditUserQuotaCache(userId, quotaToAdd, common.LogText("manual topup"))
+	RecordTopupLog(userId, common.NewMessage("Administrator completed the order, amount added: {{quota}}, payment amount: {{amount}}", map[string]any{"quota": logger.FormatQuota(quotaToAdd), "amount": fmt.Sprintf("%f", payMoney)}), callerIp, paymentMethod, "admin")
 	return nil
 }
 func RechargeCreem(referenceId string, customerEmail string, customerName string, callerIp string) (err error) {
 	if referenceId == "" {
-		return errors.New("未提供支付单号")
+		return errors.New("payment order number not provided")
 	}
 
 	var quota int
@@ -537,7 +538,7 @@ func RechargeCreem(referenceId string, customerEmail string, customerName string
 	err = DB.Transaction(func(tx *gorm.DB) error {
 		err := lockForUpdate(tx).Where(refCol+" = ?", referenceId).First(topUp).Error
 		if err != nil {
-			return errors.New("充值订单不存在")
+			return errors.New("top-up order not found")
 		}
 
 		if topUp.PaymentProvider != PaymentProviderCreem {
@@ -545,7 +546,7 @@ func RechargeCreem(referenceId string, customerEmail string, customerName string
 		}
 
 		if topUp.Status != common.TopUpStatusPending {
-			return errors.New("充值订单状态错误")
+			return errors.New("invalid top-up order status")
 		}
 
 		topUp.CompleteTime = common.GetTimestamp()
@@ -583,19 +584,19 @@ func RechargeCreem(referenceId string, customerEmail string, customerName string
 	})
 
 	if err != nil {
-		common.SysError("creem topup failed: " + err.Error())
-		return errors.New("充值失败，请稍后重试")
+		common.SysError(common.LogText("creem topup failed: %s", err.Error()))
+		return errors.New("top-up failed")
 	}
-	syncCreditUserQuotaCache(topUp.UserId, quota, "creem topup")
+	syncCreditUserQuotaCache(topUp.UserId, quota, common.LogText("creem topup"))
 
-	RecordTopupLog(topUp.UserId, fmt.Sprintf("使用Creem充值成功，充值额度: %v，支付金额：%.2f", quota, topUp.Money), callerIp, topUp.PaymentMethod, PaymentMethodCreem)
+	RecordTopupLog(topUp.UserId, common.NewMessage("{{provider}} top-up succeeded, amount added: {{quota}}, payment amount: {{amount}}", map[string]any{"provider": "Creem", "quota": quota, "amount": fmt.Sprintf("%.2f", topUp.Money)}), callerIp, topUp.PaymentMethod, PaymentMethodCreem)
 
 	return nil
 }
 
 func RechargeWaffo(tradeNo string, callerIp string) (err error) {
 	if tradeNo == "" {
-		return errors.New("未提供支付单号")
+		return errors.New("payment order number not provided")
 	}
 
 	var quotaToAdd int
@@ -609,7 +610,7 @@ func RechargeWaffo(tradeNo string, callerIp string) (err error) {
 	err = DB.Transaction(func(tx *gorm.DB) error {
 		err := lockForUpdate(tx).Where(refCol+" = ?", tradeNo).First(topUp).Error
 		if err != nil {
-			return errors.New("充值订单不存在")
+			return errors.New("top-up order not found")
 		}
 
 		if topUp.PaymentProvider != PaymentProviderWaffo {
@@ -621,7 +622,7 @@ func RechargeWaffo(tradeNo string, callerIp string) (err error) {
 		}
 
 		if topUp.Status != common.TopUpStatusPending {
-			return errors.New("充值订单状态错误")
+			return errors.New("invalid top-up order status")
 		}
 
 		quotaToAdd, err = common.WalletQuotaFromDecimalStrict(
@@ -641,13 +642,13 @@ func RechargeWaffo(tradeNo string, callerIp string) (err error) {
 	})
 
 	if err != nil {
-		common.SysError("waffo topup failed: " + err.Error())
-		return errors.New("充值失败，请稍后重试")
+		common.SysError(common.LogText("waffo topup failed: %s", err.Error()))
+		return errors.New("top-up failed")
 	}
-	syncCreditUserQuotaCache(topUp.UserId, quotaToAdd, "waffo topup")
+	syncCreditUserQuotaCache(topUp.UserId, quotaToAdd, common.LogText("waffo topup"))
 
 	if quotaToAdd > 0 {
-		RecordTopupLog(topUp.UserId, fmt.Sprintf("Waffo充值成功，充值额度: %v，支付金额: %.2f", logger.FormatQuota(quotaToAdd), topUp.Money), callerIp, topUp.PaymentMethod, PaymentMethodWaffo)
+		RecordTopupLog(topUp.UserId, common.NewMessage("{{provider}} top-up succeeded, amount added: {{quota}}, payment amount: {{amount}}", map[string]any{"provider": "Waffo", "quota": logger.FormatQuota(quotaToAdd), "amount": fmt.Sprintf("%.2f", topUp.Money)}), callerIp, topUp.PaymentMethod, PaymentMethodWaffo)
 	}
 
 	return nil
@@ -655,7 +656,7 @@ func RechargeWaffo(tradeNo string, callerIp string) (err error) {
 
 func RechargeWaffoPancake(tradeNo string) (err error) {
 	if tradeNo == "" {
-		return errors.New("未提供支付单号")
+		return errors.New("payment order number not provided")
 	}
 
 	var quotaToAdd int
@@ -669,7 +670,7 @@ func RechargeWaffoPancake(tradeNo string) (err error) {
 	err = DB.Transaction(func(tx *gorm.DB) error {
 		err := lockForUpdate(tx).Where(refCol+" = ?", tradeNo).First(topUp).Error
 		if err != nil {
-			return errors.New("充值订单不存在")
+			return errors.New("top-up order not found")
 		}
 
 		if topUp.PaymentProvider != PaymentProviderWaffoPancake {
@@ -681,7 +682,7 @@ func RechargeWaffoPancake(tradeNo string) (err error) {
 		}
 
 		if topUp.Status != common.TopUpStatusPending {
-			return errors.New("充值订单状态错误")
+			return errors.New("invalid top-up order status")
 		}
 
 		quotaToAdd, err = common.WalletQuotaFromDecimalStrict(
@@ -701,13 +702,13 @@ func RechargeWaffoPancake(tradeNo string) (err error) {
 	})
 
 	if err != nil {
-		common.SysError("waffo pancake topup failed: " + err.Error())
-		return errors.New("充值失败，请稍后重试")
+		common.SysError(common.LogText("waffo pancake topup failed: %s", err.Error()))
+		return errors.New("top-up failed")
 	}
-	syncCreditUserQuotaCache(topUp.UserId, quotaToAdd, "waffo pancake topup")
+	syncCreditUserQuotaCache(topUp.UserId, quotaToAdd, common.LogText("waffo pancake topup"))
 
 	if quotaToAdd > 0 {
-		RecordLog(topUp.UserId, LogTypeTopup, fmt.Sprintf("Waffo Pancake充值成功，充值额度: %v，支付金额: %.2f", logger.FormatQuota(quotaToAdd), topUp.Money))
+		RecordLog(topUp.UserId, LogTypeTopup, common.NewMessage("{{provider}} top-up succeeded, amount added: {{quota}}, payment amount: {{amount}}", map[string]any{"provider": "Waffo Pancake", "quota": logger.FormatQuota(quotaToAdd), "amount": fmt.Sprintf("%.2f", topUp.Money)}))
 	}
 
 	return nil
diff --git a/model/twofa.go b/model/twofa.go
index d1d050e..7d1724d 100644
--- a/model/twofa.go
+++ b/model/twofa.go
@@ -38,7 +38,7 @@ type TwoFABackupCode struct {
 // GetTwoFAByUserId 根据用户ID获取2FA设置
 func GetTwoFAByUserId(userId int) (*TwoFA, error) {
 	if userId == 0 {
-		return nil, errors.New("用户ID不能为空")
+		return nil, errors.New("user ID is empty")
 	}
 
 	var twoFA TwoFA
@@ -64,7 +64,7 @@ func IsTwoFAEnabled(userId int) (bool, error) {
 
 func (t *TwoFA) updateUsageState() error {
 	if t.Id == 0 {
-		return errors.New("2FA记录ID不能为空")
+		return errors.New("2FA record ID is empty")
 	}
 	return DB.Model(&TwoFA{}).Where("id = ?", t.Id).Updates(map[string]any{
 		"failed_attempts": t.FailedAttempts,
@@ -83,7 +83,7 @@ func (t *TwoFA) ResetFailedAttempts() error {
 // IncrementFailedAttempts 增加失败尝试次数
 func (t *TwoFA) IncrementFailedAttempts() error {
 	if t.Id == 0 {
-		return errors.New("2FA记录ID不能为空")
+		return errors.New("2FA record ID is empty")
 	}
 
 	const maxUpdateRetries = 5
@@ -125,7 +125,7 @@ func (t *TwoFA) IncrementFailedAttempts() error {
 		return nil
 	}
 
-	return errors.New("更新2FA失败次数冲突，请重试")
+	return errors.New("conflicting updates to the 2FA failure count, please retry")
 }
 
 // IsLocked 检查账户是否被锁定
@@ -191,7 +191,7 @@ func replaceBackupCodesWithAuthVersion(userId int, codes []string, identity *Aut
 // ValidateBackupCode 验证并使用备用码
 func ValidateBackupCode(userId int, code string) (bool, error) {
 	if !common.ValidateBackupCode(code) {
-		return false, errors.New("验证码或备用码不正确")
+		return false, errors.New("the verification code or backup code is incorrect")
 	}
 
 	normalizedCode := common.NormalizeBackupCode(code)
@@ -272,7 +272,7 @@ func disableTwoFAWithAuthVersion(userId int, identity *AuthSessionIdentity) erro
 func (t *TwoFA) ValidateTOTPAndUpdateUsage(code string) (bool, error) {
 	// 检查是否被锁定
 	if t.IsLocked() {
-		return false, fmt.Errorf("账户已被锁定，请在%v后重试", t.LockedUntil.Format("2006-01-02 15:04:05"))
+		return false, fmt.Errorf("the account is locked, retry after %v", t.LockedUntil.Format("2006-01-02 15:04:05"))
 	}
 
 	// 验证TOTP码
@@ -301,7 +301,7 @@ func (t *TwoFA) ValidateTOTPAndUpdateUsage(code string) (bool, error) {
 func (t *TwoFA) ValidateBackupCodeAndUpdateUsage(code string) (bool, error) {
 	// 检查是否被锁定
 	if t.IsLocked() {
-		return false, fmt.Errorf("账户已被锁定，请在%v后重试", t.LockedUntil.Format("2006-01-02 15:04:05"))
+		return false, fmt.Errorf("the account is locked, retry after %v", t.LockedUntil.Format("2006-01-02 15:04:05"))
 	}
 
 	// 验证备用码
diff --git a/model/usedata.go b/model/usedata.go
index ee9403d..773b868 100644
--- a/model/usedata.go
+++ b/model/usedata.go
@@ -42,7 +42,7 @@ type QuotaDataLogParams struct {
 func UpdateQuotaData() {
 	for {
 		if common.DataExportEnabled {
-			common.SysLog("正在更新数据看板数据...")
+			common.SysLog(common.LogText("updating dashboard data..."))
 			SaveQuotaDataCache()
 		}
 		time.Sleep(time.Duration(common.DataExportInterval) * time.Minute)
@@ -122,7 +122,7 @@ func SaveQuotaDataCache() {
 		}
 	}
 	CacheQuotaData = make(map[string]*QuotaData)
-	common.SysLog(fmt.Sprintf("保存数据看板数据成功，共保存%d条数据", size))
+	common.SysLog(common.LogText("saved dashboard data, %d records", size))
 }
 
 func increaseQuotaData(quotaData *QuotaData) {
@@ -135,7 +135,7 @@ func increaseQuotaData(quotaData *QuotaData) {
 			"token_used": gorm.Expr("token_used + ?", quotaData.TokenUsed),
 		}).Error
 	if err != nil {
-		common.SysLog(fmt.Sprintf("increaseQuotaData error: %s", err))
+		common.SysLog(common.LogText("increaseQuotaData error: %s", err))
 	}
 }
 
diff --git a/model/user.go b/model/user.go
index e93f4d3..4f14581 100644
--- a/model/user.go
+++ b/model/user.go
@@ -92,8 +92,8 @@ type User struct {
 	WeChatId             string                     `json:"wechat_id" gorm:"column:wechat_id;index"`
 	TelegramId           string                     `json:"telegram_id" gorm:"column:telegram_id;index"`
 	VerificationCode     string                     `json:"verification_code" gorm:"-:all"`                         // this field is only for Email verification, don't save it to database!
-	AccessToken          *string                    `json:"-" gorm:"type:char(32);column:access_token;uniqueIndex"` // this token is for system management
-	AccessTokenCreatedAt *int64                     `json:"-" gorm:"type:bigint;column:access_token_created_at"`
+	AccessToken          *string                    `json:"-" gorm:"type:char(32);column:access_token;uniqueIndex"` // Deprecated: 旧版面板访问令牌，仅在升级后的过渡期内使用；删除 users.access_token 列时一并移除。
+	AccessTokenCreatedAt *int64                     `json:"-" gorm:"type:bigint;column:access_token_created_at"`    // Deprecated: 旧版面板访问令牌，仅在升级后的过渡期内使用；删除 users.access_token 列时一并移除。
 	Quota                int                        `json:"quota" gorm:"type:int;default:0"`
 	UsedQuota            int                        `json:"used_quota" gorm:"type:int;default:0;column:used_quota"` // used quota
 	RequestCount         int                        `json:"request_count" gorm:"type:int;default:0;"`               // request number
@@ -130,6 +130,7 @@ func (user *User) ToBaseUser() *UserBase {
 	return cache
 }
 
+// Deprecated: 旧版面板访问令牌，仅在升级后的过渡期内使用；删除 users.access_token 列时一并移除。
 func (user *User) GetAccessToken() string {
 	if user.AccessToken == nil {
 		return ""
@@ -137,29 +138,14 @@ func (user *User) GetAccessToken() string {
 	return *user.AccessToken
 }
 
+// Deprecated: 旧版面板访问令牌，仅在升级后的过渡期内使用；删除 users.access_token 列时一并移除。
 func (user *User) SetAccessToken(token string) {
 	user.AccessToken = &token
 }
 
-// UpdateUserAccessToken rotates a dashboard personal access token without
-// writing a stale user snapshot back over concurrently updated fields.
-func UpdateUserAccessToken(id int, token string) error {
-	if id == 0 {
-		return errors.New("id 为空！")
-	}
-	result := DB.Model(&User{}).Where("id = ?", id).Updates(map[string]any{
-		"access_token": token, "access_token_created_at": common.GetTimestamp(),
-	})
-	if result.Error != nil {
-		return result.Error
-	}
-	if result.RowsAffected == 0 {
-		return gorm.ErrRecordNotFound
-	}
-	return nil
-}
-
 // RevokeUserAccessToken returns the generation actually revoked under the row lock.
+//
+// Deprecated: 旧版面板访问令牌，仅在升级后的过渡期内使用；删除 users.access_token 列时一并移除。
 func RevokeUserAccessToken(id int) (string, error) {
 	var tokenRef string
 	err := DB.Transaction(func(tx *gorm.DB) error {
@@ -181,7 +167,7 @@ func (user *User) GetSetting() dto.UserSetting {
 	if user.Setting != "" {
 		err := common.Unmarshal([]byte(user.Setting), &setting)
 		if err != nil {
-			common.SysLog("failed to unmarshal setting: " + err.Error())
+			common.SysLog(common.LogText("failed to unmarshal setting: %s", err.Error()))
 		}
 	}
 	return setting
@@ -190,7 +176,7 @@ func (user *User) GetSetting() dto.UserSetting {
 func (user *User) SetSetting(setting dto.UserSetting) {
 	settingBytes, err := common.Marshal(setting)
 	if err != nil {
-		common.SysLog("failed to marshal setting: " + err.Error())
+		common.SysLog(common.LogText("failed to marshal setting: %s", err.Error()))
 		return
 	}
 	user.Setting = string(settingBytes)
@@ -198,7 +184,7 @@ func (user *User) SetSetting(setting dto.UserSetting) {
 
 func UpdateUserSetting(userId int, setting dto.UserSetting) error {
 	if userId == 0 {
-		return errors.New("id 为空！")
+		return common.NewMessage("ID is empty!")
 	}
 	settingBytes, err := common.Marshal(setting)
 	if err != nil {
@@ -227,7 +213,7 @@ var userBindColumns = map[string]bool{
 // 角色、状态、分组只允许通过各自带锁/CAS 的专用方法修改。
 func UpdateUserBindColumn(userId int, column string, value string) error {
 	if userId <= 0 {
-		return errors.New("id 为空！")
+		return common.NewMessage("ID is empty!")
 	}
 	if !userBindColumns[column] {
 		return fmt.Errorf("invalid user bind column: %s", column)
@@ -290,7 +276,7 @@ func generateDefaultSidebarConfigForRole(userRole int) string {
 	// 转换为JSON字符串
 	configBytes, err := common.Marshal(defaultConfig)
 	if err != nil {
-		common.SysLog("生成默认边栏配置失败: " + err.Error())
+		common.SysLog(common.LogText("failed to generate the default sidebar config: %s", err.Error()))
 		return ""
 	}
 
@@ -520,7 +506,7 @@ func SearchUsers(keyword string, group string, role *int, status *int, startIdx
 
 func GetUserById(id int, selectAll bool) (*User, error) {
 	if id == 0 {
-		return nil, errors.New("id 为空！")
+		return nil, common.NewMessage("ID is empty!")
 	}
 	user := User{Id: id}
 	var err error = nil
@@ -536,7 +522,7 @@ func GetUserById(id int, selectAll bool) (*User, error) {
 // query. The password hash and management access token are never selected.
 func GetSelfUserById(id int) (*User, error) {
 	if id == 0 {
-		return nil, errors.New("id 为空！")
+		return nil, common.NewMessage("ID is empty!")
 	}
 	var profile struct {
 		User
@@ -556,24 +542,28 @@ func GetSelfUserById(id int) (*User, error) {
 
 func GetUserIdByAffCode(affCode string) (int, error) {
 	if affCode == "" {
-		return 0, errors.New("affCode 为空！")
+		return 0, errors.New("affiliate code is empty")
 	}
 	var user User
 	err := DB.Select("id").First(&user, "aff_code = ?", affCode).Error
 	return user.Id, err
 }
 
-func DeleteUserById(id int) (err error) {
+// DeleteUserById soft-deletes a user and returns how many scoped access tokens
+// were deleted with it.
+func DeleteUserById(id int) (int64, error) {
 	if id == 0 {
-		return errors.New("id 为空！")
+		return 0, common.NewMessage("ID is empty!")
 	}
 	user := User{Id: id}
 	return user.Delete()
 }
 
-func HardDeleteUserById(id int) error {
+// HardDeleteUserById permanently deletes a user and returns how many scoped
+// access tokens were deleted with it.
+func HardDeleteUserById(id int) (int64, error) {
 	if id == 0 {
-		return errors.New("id 为空！")
+		return 0, common.NewMessage("ID is empty!")
 	}
 	user := User{Id: id}
 	return user.HardDelete()
@@ -597,7 +587,7 @@ func inviteUser(inviterId int) error {
 func (user *User) TransferAffQuotaToQuota(quota int) error {
 	// 检查quota是否小于最小额度
 	if float64(quota) < common.QuotaPerUnit {
-		return fmt.Errorf("转移额度最小为%s！", logger.LogQuota(common.QuotaFromFloat(common.QuotaPerUnit)))
+		return common.NewMessage("Minimum transfer quota is {{min}}!", map[string]any{"min": logger.FormatQuota(common.QuotaFromFloat(common.QuotaPerUnit))})
 	}
 
 	// 开始数据库事务
@@ -615,7 +605,7 @@ func (user *User) TransferAffQuotaToQuota(quota int) error {
 
 	// 再次检查用户的AffQuota是否足够
 	if user.AffQuota < quota {
-		return errors.New("邀请额度不足！")
+		return common.NewMessage("Invitation quota is insufficient!")
 	}
 
 	// 更新用户额度
@@ -720,21 +710,21 @@ func (user *User) finishInsert(inviterId int) {
 			currentSetting.SidebarModules = defaultSidebarConfig
 			createdUser.SetSetting(currentSetting)
 			createdUser.Update(false)
-			common.SysLog(fmt.Sprintf("为新用户 %s (角色: %d) 初始化边栏配置", createdUser.Username, createdUser.Role))
+			common.SysLog(common.LogText("initialized the sidebar config for new user %s (role: %d)", createdUser.Username, createdUser.Role))
 		}
 	}
 
 	if common.QuotaForNewUser > 0 {
-		RecordLog(user.Id, LogTypeSystem, fmt.Sprintf("新用户注册赠送 %s", logger.LogQuota(common.QuotaForNewUser)))
+		RecordLog(user.Id, LogTypeSystem, common.NewMessage("New user sign-up bonus {{quota}}", map[string]any{"quota": logger.FormatQuota(common.QuotaForNewUser)}))
 	}
 	if inviterId != 0 && operation_setting.IsPaymentComplianceConfirmed() {
 		if common.QuotaForInvitee > 0 {
 			_ = IncreaseUserQuota(user.Id, common.QuotaForInvitee, true)
-			RecordLog(user.Id, LogTypeSystem, fmt.Sprintf("使用邀请码赠送 %s", logger.LogQuota(common.QuotaForInvitee)))
+			RecordLog(user.Id, LogTypeSystem, common.NewMessage("Invitation code bonus {{quota}}", map[string]any{"quota": logger.FormatQuota(common.QuotaForInvitee)}))
 		}
 		if common.QuotaForInviter > 0 {
 			//_ = IncreaseUserQuota(inviterId, common.QuotaForInviter)
-			RecordLog(inviterId, LogTypeSystem, fmt.Sprintf("邀请用户赠送 %s", logger.LogQuota(common.QuotaForInviter)))
+			RecordLog(inviterId, LogTypeSystem, common.NewMessage("Bonus for inviting a user {{quota}}", map[string]any{"quota": logger.FormatQuota(common.QuotaForInviter)}))
 			_ = inviteUser(inviterId)
 		}
 	}
@@ -777,20 +767,20 @@ func (user *User) FinalizeOAuthUserCreation(inviterId int) {
 			currentSetting.SidebarModules = defaultSidebarConfig
 			createdUser.SetSetting(currentSetting)
 			createdUser.Update(false)
-			common.SysLog(fmt.Sprintf("为新用户 %s (角色: %d) 初始化边栏配置", createdUser.Username, createdUser.Role))
+			common.SysLog(common.LogText("initialized the sidebar config for new user %s (role: %d)", createdUser.Username, createdUser.Role))
 		}
 	}
 
 	if common.QuotaForNewUser > 0 {
-		RecordLog(user.Id, LogTypeSystem, fmt.Sprintf("新用户注册赠送 %s", logger.LogQuota(common.QuotaForNewUser)))
+		RecordLog(user.Id, LogTypeSystem, common.NewMessage("New user sign-up bonus {{quota}}", map[string]any{"quota": logger.FormatQuota(common.QuotaForNewUser)}))
 	}
 	if inviterId != 0 && operation_setting.IsPaymentComplianceConfirmed() {
 		if common.QuotaForInvitee > 0 {
 			_ = IncreaseUserQuota(user.Id, common.QuotaForInvitee, true)
-			RecordLog(user.Id, LogTypeSystem, fmt.Sprintf("使用邀请码赠送 %s", logger.LogQuota(common.QuotaForInvitee)))
+			RecordLog(user.Id, LogTypeSystem, common.NewMessage("Invitation code bonus {{quota}}", map[string]any{"quota": logger.FormatQuota(common.QuotaForInvitee)}))
 		}
 		if common.QuotaForInviter > 0 {
-			RecordLog(inviterId, LogTypeSystem, fmt.Sprintf("邀请用户赠送 %s", logger.LogQuota(common.QuotaForInviter)))
+			RecordLog(inviterId, LogTypeSystem, common.NewMessage("Bonus for inviting a user {{quota}}", map[string]any{"quota": logger.FormatQuota(common.QuotaForInviter)}))
 			_ = inviteUser(inviterId)
 		}
 	}
@@ -953,20 +943,21 @@ func (user *User) ClearBinding(bindingType string) error {
 	return updateUserCache(*user)
 }
 
-func (user *User) Delete() error {
+func (user *User) Delete() (int64, error) {
 	return user.delete(nil)
 }
 
-func DeleteUserForSession(identity AuthSessionIdentity) error {
+func DeleteUserForSession(identity AuthSessionIdentity) (int64, error) {
 	user := User{Id: identity.UserID}
 	return user.delete(&identity)
 }
 
-func (user *User) delete(identity *AuthSessionIdentity) error {
+func (user *User) delete(identity *AuthSessionIdentity) (int64, error) {
 	if user.Id == 0 {
-		return errors.New("id 为空！")
+		return 0, common.NewMessage("ID is empty!")
 	}
 	var nextAuthVersion int64
+	var revokedAccessTokens int64
 	if err := DB.Transaction(func(tx *gorm.DB) error {
 		if identity != nil {
 			if err := ValidateAuthSessionWithTx(tx, *identity); err != nil {
@@ -985,31 +976,40 @@ func (user *User) delete(identity *AuthSessionIdentity) error {
 		if err != nil {
 			return err
 		}
+		revokedAccessTokens, err = DeleteUserAccessTokensWithTx(tx, user.Id)
+		if err != nil {
+			return err
+		}
 		return tx.Delete(user).Error
 	}); err != nil {
-		return err
+		return 0, err
 	}
 	if err := publishCommittedUserAuthVersion(user.Id, nextAuthVersion); err != nil {
-		return err
+		return revokedAccessTokens, err
 	}
 	if _, err := RevokeAllUserSessions(user.Id, "user_deleted"); err != nil {
-		return err
+		return revokedAccessTokens, err
 	}
-	return invalidateUserCache(user.Id)
+	return revokedAccessTokens, invalidateUserCache(user.Id)
 }
 
-func (user *User) HardDelete() error {
+func (user *User) HardDelete() (int64, error) {
 	if user.Id == 0 {
-		return errors.New("id 为空！")
+		return 0, common.NewMessage("ID is empty!")
 	}
 	var tokens []Token
 	var deletedAuthVersion int64
+	var revokedAccessTokens int64
 	err := DB.Transaction(func(tx *gorm.DB) error {
 		var err error
 		deletedAuthVersion, err = IncrementUserAuthVersionWithTx(tx, user.Id)
 		if err != nil {
 			return err
 		}
+		revokedAccessTokens, err = DeleteUserAccessTokensWithTx(tx, user.Id)
+		if err != nil {
+			return err
+		}
 		if common.RedisEnabled {
 			if err := tx.Unscoped().Select("id", commonKeyCol).Where("user_id = ?", user.Id).Find(&tokens).Error; err != nil {
 				return err
@@ -1021,18 +1021,18 @@ func (user *User) HardDelete() error {
 		return tx.Unscoped().Delete(user).Error
 	})
 	if err != nil {
-		return err
+		return 0, err
 	}
 	if err := publishCommittedUserAuthVersion(user.Id, deletedAuthVersion); err != nil {
-		common.SysError(fmt.Sprintf("failed to publish auth tombstone after hard deleting user %d: %v", user.Id, err))
+		common.SysError(common.LogText("failed to publish auth tombstone after hard deleting user %d: %v", user.Id, err))
 	}
 	if err := invalidateTokensCache(tokens); err != nil {
-		common.SysError(fmt.Sprintf("failed to invalidate token cache after hard deleting user %d: %v", user.Id, err))
+		common.SysError(common.LogText("failed to invalidate token cache after hard deleting user %d: %v", user.Id, err))
 	}
 	if err := invalidateUserCache(user.Id); err != nil {
-		common.SysError(fmt.Sprintf("failed to invalidate user cache after hard deleting user %d: %v", user.Id, err))
+		common.SysError(common.LogText("failed to invalidate user cache after hard deleting user %d: %v", user.Id, err))
 	}
-	return nil
+	return revokedAccessTokens, nil
 }
 
 func deleteUserAuthenticationData(tx *gorm.DB, userId int) error {
@@ -1084,7 +1084,7 @@ func (user *User) ValidateAndFill() (err error) {
 
 func (user *User) FillUserById() error {
 	if user.Id == 0 {
-		return errors.New("id 为空！")
+		return common.NewMessage("ID is empty!")
 	}
 	DB.Where(User{Id: user.Id}).First(user)
 	return nil
@@ -1092,7 +1092,7 @@ func (user *User) FillUserById() error {
 
 func (user *User) FillUserByEmail() error {
 	if user.Email == "" {
-		return errors.New("email 为空！")
+		return common.NewMessage("Email is empty!")
 	}
 	DB.Where(User{Email: user.Email}).First(user)
 	return nil
@@ -1100,7 +1100,7 @@ func (user *User) FillUserByEmail() error {
 
 func (user *User) FillUserByGitHubId() error {
 	if user.GitHubId == "" {
-		return errors.New("GitHub id 为空！")
+		return common.NewMessage("GitHub ID is empty!")
 	}
 	DB.Where(User{GitHubId: user.GitHubId}).First(user)
 	return nil
@@ -1108,7 +1108,7 @@ func (user *User) FillUserByGitHubId() error {
 
 func (user *User) FillUserByDiscordId() error {
 	if user.DiscordId == "" {
-		return errors.New("discord id 为空！")
+		return common.NewMessage("Discord ID is empty!")
 	}
 	DB.Where(User{DiscordId: user.DiscordId}).First(user)
 	return nil
@@ -1116,7 +1116,7 @@ func (user *User) FillUserByDiscordId() error {
 
 func (user *User) FillUserByOidcId() error {
 	if user.OidcId == "" {
-		return errors.New("oidc id 为空！")
+		return common.NewMessage("OIDC ID is empty!")
 	}
 	DB.Where(User{OidcId: user.OidcId}).First(user)
 	return nil
@@ -1124,7 +1124,7 @@ func (user *User) FillUserByOidcId() error {
 
 func (user *User) FillUserByWeChatId() error {
 	if user.WeChatId == "" {
-		return errors.New("WeChat id 为空！")
+		return common.NewMessage("WeChat ID is empty!")
 	}
 	DB.Where(User{WeChatId: user.WeChatId}).First(user)
 	return nil
@@ -1132,11 +1132,11 @@ func (user *User) FillUserByWeChatId() error {
 
 func (user *User) FillUserByTelegramId() error {
 	if user.TelegramId == "" {
-		return errors.New("Telegram id 为空！")
+		return common.NewMessage("Telegram ID is empty!")
 	}
 	err := DB.Where(User{TelegramId: user.TelegramId}).First(user).Error
 	if errors.Is(err, gorm.ErrRecordNotFound) {
-		return errors.New("该 Telegram 账户未绑定")
+		return common.NewMessage("This Telegram account is not linked. Sign in using another method and link it first.")
 	}
 	return nil
 }
@@ -1187,7 +1187,7 @@ func IsTelegramIdAlreadyTaken(telegramId string) bool {
 
 func ResetUserPasswordByEmail(email string, password string) error {
 	if email == "" || password == "" {
-		return errors.New("邮箱地址或密码为空！")
+		return common.NewMessage("Email or password is empty!")
 	}
 	user, err := GetUniqueUserByEmail(email)
 	if err != nil {
@@ -1219,16 +1219,23 @@ func IsAdmin(userId int) bool {
 	var user User
 	err := DB.Where("id = ?", userId).Select("role").Find(&user).Error
 	if err != nil {
-		common.SysLog("no such user " + err.Error())
+		common.SysLog(common.LogText("no such user %s", err.Error()))
 		return false
 	}
 	return user.Role >= common.RoleAdminUser
 }
 
+// ValidateAccessToken resolves a legacy plaintext access token. After the
+// transition deadline it rejects every value without querying the database.
+//
+// Deprecated: 旧版面板访问令牌，仅在升级后的过渡期内使用；删除 users.access_token 列时一并移除。
 func ValidateAccessToken(token string) (*User, error) {
 	if token == "" {
 		return nil, nil
 	}
+	if LegacyAccessTokensRetired(common.GetTimestamp()) {
+		return nil, ErrLegacyAccessTokenRetired
+	}
 	token = strings.Replace(token, "Bearer ", "", 1)
 	user := &User{}
 	err := DB.Where("access_token = ?", token).First(user).Error
@@ -1271,7 +1278,7 @@ func GetUserGroup(id int, fromDB bool) (group string, err error) {
 		if shouldUpdateRedis(fromDB, err) {
 			gopool.Go(func() {
 				if err := RefreshUserGroupCache(id); err != nil {
-					common.SysLog("failed to update user group cache: " + err.Error())
+					common.SysLog(common.LogText("failed to update user group cache: %s", err.Error()))
 				}
 			})
 		}
@@ -1300,7 +1307,7 @@ func GetUserSetting(id int, fromDB bool) (settingMap dto.UserSetting, err error)
 		if shouldUpdateRedis(fromDB, err) {
 			gopool.Go(func() {
 				if err := updateUserSettingCache(id, setting); err != nil {
-					common.SysLog("failed to update user setting cache: " + err.Error())
+					common.SysLog(common.LogText("failed to update user setting cache: %s", err.Error()))
 				}
 			})
 		}
@@ -1332,7 +1339,7 @@ func GetUserSetting(id int, fromDB bool) (settingMap dto.UserSetting, err error)
 
 func IncreaseUserQuota(id int, quota int, db bool) (err error) {
 	if quota < 0 {
-		return errors.New("quota 不能为负数！")
+		return errors.New("quota cannot be negative")
 	}
 	if err := common.ValidateWalletQuota(quota); err != nil {
 		return err
@@ -1341,7 +1348,7 @@ func IncreaseUserQuota(id int, quota int, db bool) (err error) {
 		addNewRecord(BatchUpdateTypeUserQuota, id, quota)
 		gopool.Go(func() {
 			if err := cacheIncrUserQuota(id, int64(quota)); err != nil {
-				common.SysLog("failed to increase user quota: " + err.Error())
+				common.SysLog(common.LogText("failed to increase user quota: %s", err.Error()))
 			}
 		})
 		return nil
@@ -1351,7 +1358,7 @@ func IncreaseUserQuota(id int, quota int, db bool) (err error) {
 	}
 	gopool.Go(func() {
 		if err := cacheIncrUserQuota(id, int64(quota)); err != nil {
-			common.SysLog("failed to increase user quota: " + err.Error())
+			common.SysLog(common.LogText("failed to increase user quota: %s", err.Error()))
 		}
 	})
 	return nil
@@ -1379,12 +1386,12 @@ func increaseUserQuota(id int, quota int) (err error) {
 
 func DecreaseUserQuota(id int, quota int, db bool) (err error) {
 	if quota < 0 {
-		return errors.New("quota 不能为负数！")
+		return errors.New("quota cannot be negative")
 	}
 	gopool.Go(func() {
 		err := cacheDecrUserQuota(id, int64(quota))
 		if err != nil {
-			common.SysLog("failed to decrease user quota: " + err.Error())
+			common.SysLog(common.LogText("failed to decrease user quota: %s", err.Error()))
 		}
 	})
 	if !db && common.BatchUpdateEnabled {
@@ -1418,14 +1425,9 @@ func DeltaUpdateUserQuota(id int, delta int) (err error) {
 //	return email
 //}
 
-func GetRootUser() (user *User) {
-	DB.Where("role = ?", common.RoleRootUser).First(&user)
-	return user
-}
-
 func UpdateUserLastLoginAt(id int) {
 	if err := DB.Model(&User{}).Where("id = ?", id).Update("last_login_at", common.GetTimestamp()).Error; err != nil {
-		common.SysLog("failed to update user last_login_at: " + err.Error())
+		common.SysLog(common.LogText("failed to update user last_login_at: %s", err.Error()))
 	}
 }
 
@@ -1445,7 +1447,7 @@ func UpdateUserUsedQuota(id int, quota int) {
 		return
 	}
 	if err := DB.Model(&User{}).Where("id = ?", id).Update("used_quota", gorm.Expr("used_quota + ?", quota)).Error; err != nil {
-		common.SysLog("failed to update user used quota: " + err.Error())
+		common.SysLog(common.LogText("failed to update user used quota: %s", err.Error()))
 	}
 }
 
@@ -1457,7 +1459,7 @@ func updateUserUsedQuotaAndRequestCount(id int, quota int, count int) {
 		},
 	).Error
 	if err != nil {
-		common.SysLog("failed to update user used quota and request count: " + err.Error())
+		common.SysLog(common.LogText("failed to update user used quota and request count: %s", err.Error()))
 		return
 	}
 
@@ -1480,7 +1482,7 @@ func updateUserQuotaUsedQuotaAndRequestCount(id int, quota int, usedQuota int, r
 		},
 	).Error
 	if err != nil {
-		common.SysLog("failed to batch update user quota, used quota and request count: " + err.Error())
+		common.SysLog(common.LogText("failed to batch update user quota, used quota and request count: %s", err.Error()))
 	}
 }
 
@@ -1491,7 +1493,7 @@ func GetUsernameById(id int, fromDB bool) (username string, err error) {
 		if shouldUpdateRedis(fromDB, err) {
 			gopool.Go(func() {
 				if err := updateUserNameCache(id, username); err != nil {
-					common.SysLog("failed to update user name cache: " + err.Error())
+					common.SysLog(common.LogText("failed to update user name cache: %s", err.Error()))
 				}
 			})
 		}
diff --git a/model/user_access_token.go b/model/user_access_token.go
new file mode 100644
index 0000000..4719c2e
--- /dev/null
+++ b/model/user_access_token.go
@@ -0,0 +1,329 @@
+package model
+
+import (
+	"errors"
+	"strconv"
+	"strings"
+	"sync/atomic"
+	"time"
+
+	"github.com/QuantumNous/new-api/common"
+
+	"gorm.io/gorm"
+	"gorm.io/gorm/clause"
+)
+
+const (
+	AccessTokenPrefix                = "nap_"
+	AccessTokenSessionPrefix         = "pat:"
+	AccessTokenSessionVersion        = 1
+	legacyAccessTokenRetireAtKey     = "LegacyAccessTokenRetireAt"
+	legacyAccessTokenTransitionDays  = 30
+	userAccessTokenCleanupBatchSize  = 500
+	userAccessTokenTouchIntervalSecs = 60
+)
+
+var (
+	ErrAccessTokenNotFound      = errors.New("access token not found")
+	ErrAccessTokenLimit         = errors.New("access token limit reached")
+	ErrAccessTokenExpired       = errors.New("access token has expired")
+	ErrLegacyAccessTokenRetired = errors.New("legacy access token has been retired")
+	errLegacyRetireAtReadOnly   = errors.New("LegacyAccessTokenRetireAt is managed by the server")
+)
+
+// legacyAccessTokenRetireAt caches the deployment-wide deadline loaded at
+// startup. Zero means it was never loaded, which is treated as retired.
+var legacyAccessTokenRetireAt atomic.Int64
+
+// UserAccessToken is a scoped dashboard personal access token. Only the
+// SHA-256 fingerprint of the plaintext is stored; it doubles as the audit
+// token_ref.
+type UserAccessToken struct {
+	Id         int    `json:"id"`
+	UserId     int    `json:"-" gorm:"index"`
+	Name       string `json:"name" gorm:"type:varchar(64)"`
+	TokenHash  string `json:"token_ref" gorm:"type:varchar(64);uniqueIndex"`
+	TokenHint  string `json:"token_hint" gorm:"type:varchar(8)"`
+	Scopes     string `json:"-" gorm:"type:varchar(2048)"`
+	ExpiresAt  int64  `json:"expires_at" gorm:"type:bigint;index"`
+	LastUsedAt int64  `json:"last_used_at" gorm:"type:bigint"`
+	LastUsedIp string `json:"last_used_ip" gorm:"type:varchar(64)"`
+	CreatedAt  int64  `json:"created_at" gorm:"type:bigint"`
+}
+
+func (UserAccessToken) TableName() string {
+	return "user_access_tokens"
+}
+
+// GetScopes returns the stored scope list; a malformed value grants nothing.
+func (token *UserAccessToken) GetScopes() []string {
+	if token == nil || token.Scopes == "" {
+		return nil
+	}
+	var scopes []string
+	if err := common.UnmarshalJsonStr(token.Scopes, &scopes); err != nil {
+		common.SysError(common.LogText("invalid access token scopes: %s", err.Error()))
+		return nil
+	}
+	return scopes
+}
+
+func (token *UserAccessToken) SetScopes(scopes []string) error {
+	data, err := common.Marshal(scopes)
+	if err != nil {
+		return err
+	}
+	token.Scopes = string(data)
+	return nil
+}
+
+// Expired reports whether the token has an absolute expiry at or before now.
+func (token *UserAccessToken) Expired(now int64) bool {
+	return token.ExpiresAt > 0 && token.ExpiresAt <= now
+}
+
+func FindUserAccessTokenByHash(hash string) (*UserAccessToken, error) {
+	if hash == "" {
+		return nil, nil
+	}
+	var token UserAccessToken
+	err := DB.Where("token_hash = ?", hash).First(&token).Error
+	if errors.Is(err, gorm.ErrRecordNotFound) {
+		return nil, nil
+	}
+	if err != nil {
+		return nil, err
+	}
+	return &token, nil
+}
+
+func GetUserAccessToken(userID, id int) (*UserAccessToken, error) {
+	var token UserAccessToken
+	err := DB.Where("id = ? AND user_id = ?", id, userID).First(&token).Error
+	if errors.Is(err, gorm.ErrRecordNotFound) {
+		return nil, ErrAccessTokenNotFound
+	}
+	if err != nil {
+		return nil, err
+	}
+	return &token, nil
+}
+
+func ListUserAccessTokens(userID int) ([]UserAccessToken, error) {
+	tokens := make([]UserAccessToken, 0)
+	err := DB.Where("user_id = ?", userID).Order("created_at DESC").Order("id DESC").Find(&tokens).Error
+	return tokens, err
+}
+
+// CreateUserAccessToken inserts a token while holding the owner's users row, so
+// concurrent creates cannot exceed limit. Expired rows awaiting cleanup count.
+func CreateUserAccessToken(userID int, token *UserAccessToken, limit int) error {
+	if userID <= 0 || token == nil || token.TokenHash == "" {
+		return ErrAccessTokenNotFound
+	}
+	return DB.Transaction(func(tx *gorm.DB) error {
+		var user User
+		if err := lockForUpdate(tx).Select("id").First(&user, userID).Error; err != nil {
+			return err
+		}
+		var count int64
+		if err := tx.Model(&UserAccessToken{}).Where("user_id = ?", userID).Count(&count).Error; err != nil {
+			return err
+		}
+		if count >= int64(limit) {
+			return ErrAccessTokenLimit
+		}
+		token.Id = 0
+		token.UserId = userID
+		if token.CreatedAt == 0 {
+			token.CreatedAt = common.GetTimestamp()
+		}
+		return tx.Create(token).Error
+	})
+}
+
+// UpdateUserAccessToken renames one token owned by userID and, when scopes is
+// not nil, replaces its grant.
+func UpdateUserAccessToken(userID, id int, name string, scopes []string) (*UserAccessToken, error) {
+	updates := map[string]any{"name": name}
+	if scopes != nil {
+		var grant UserAccessToken
+		if err := grant.SetScopes(scopes); err != nil {
+			return nil, err
+		}
+		updates["scopes"] = grant.Scopes
+	}
+	result := DB.Model(&UserAccessToken{}).Where("id = ? AND user_id = ?", id, userID).Updates(updates)
+	if result.Error != nil {
+		return nil, result.Error
+	}
+	token, err := GetUserAccessToken(userID, id)
+	if err != nil {
+		return nil, err
+	}
+	return token, nil
+}
+
+// DeleteUserAccessToken hard-deletes one token owned by userID and returns the
+// deleted row for auditing.
+func DeleteUserAccessToken(userID, id int) (*UserAccessToken, error) {
+	var token UserAccessToken
+	err := DB.Transaction(func(tx *gorm.DB) error {
+		if err := lockForUpdate(tx).Where("id = ? AND user_id = ?", id, userID).First(&token).Error; err != nil {
+			if errors.Is(err, gorm.ErrRecordNotFound) {
+				return ErrAccessTokenNotFound
+			}
+			return err
+		}
+		return tx.Where("id = ? AND user_id = ?", id, userID).Delete(&UserAccessToken{}).Error
+	})
+	if err != nil {
+		return nil, err
+	}
+	return &token, nil
+}
+
+func DeleteUserAccessTokensWithTx(tx *gorm.DB, userID int) (int64, error) {
+	result := tx.Where("user_id = ?", userID).Delete(&UserAccessToken{})
+	return result.RowsAffected, result.Error
+}
+
+// TouchUserAccessToken records the last use at most once per interval per token.
+func TouchUserAccessToken(id int, ip string, now int64) error {
+	if len(ip) > 64 {
+		ip = ip[:64]
+	}
+	return DB.Model(&UserAccessToken{}).
+		Where("id = ? AND last_used_at < ?", id, now-userAccessTokenTouchIntervalSecs).
+		Updates(map[string]any{"last_used_at": now, "last_used_ip": ip}).Error
+}
+
+// DeleteExpiredUserAccessTokens removes tokens that expired before the cutoff.
+// Tokens that never expire are kept.
+func DeleteExpiredUserAccessTokens(before int64) error {
+	for {
+		var ids []int
+		if err := DB.Model(&UserAccessToken{}).
+			Where("expires_at > 0 AND expires_at < ?", before).
+			Order("id").Limit(userAccessTokenCleanupBatchSize).Pluck("id", &ids).Error; err != nil {
+			return err
+		}
+		if len(ids) == 0 {
+			return nil
+		}
+		if err := DB.Where("id IN ?", ids).Delete(&UserAccessToken{}).Error; err != nil {
+			return err
+		}
+		if len(ids) < userAccessTokenCleanupBatchSize {
+			return nil
+		}
+	}
+}
+
+// AccessTokenHint is the last four characters of a token, shown so users can
+// tell their tokens apart. PostgreSQL pads legacy CHAR(32) values with spaces.
+func AccessTokenHint(token string) string {
+	token = strings.TrimRight(token, " ")
+	if len(token) <= 4 {
+		return ""
+	}
+	return token[len(token)-4:]
+}
+
+// AccessTokenSessionID is the step-up session identifier bound to a token.
+// Browser session IDs are UUIDs and can never carry this prefix.
+func AccessTokenSessionID(id int) string {
+	return AccessTokenSessionPrefix + strconv.Itoa(id)
+}
+
+func ParseAccessTokenSessionID(sid string) (int, bool) {
+	raw, ok := strings.CutPrefix(sid, AccessTokenSessionPrefix)
+	if !ok {
+		return 0, false
+	}
+	id, err := strconv.Atoi(raw)
+	if err != nil || id <= 0 || strconv.Itoa(id) != raw {
+		return 0, false
+	}
+	return id, true
+}
+
+// ValidateAccessTokenIdentity checks a token-bound step-up identity without
+// taking locks, for use before issuing a verification proof.
+func ValidateAccessTokenIdentity(identity AuthSessionIdentity) error {
+	tokenID, ok := ParseAccessTokenSessionID(identity.SessionID)
+	if !ok {
+		return ErrUserSessionInactive
+	}
+	return checkAccessTokenIdentity(DB, tokenID, identity, false)
+}
+
+func validateAccessTokenIdentityWithTx(tx *gorm.DB, tokenID int, identity AuthSessionIdentity) error {
+	return checkAccessTokenIdentity(tx, tokenID, identity, true)
+}
+
+// checkAccessTokenIdentity locks users before user_access_tokens, matching
+// CreateUserAccessToken, and reports every mismatch as an inactive session.
+func checkAccessTokenIdentity(tx *gorm.DB, tokenID int, identity AuthSessionIdentity, lock bool) error {
+	if identity.UserID <= 0 || identity.UserAuthVersion <= 0 || identity.SessionVersion != AccessTokenSessionVersion {
+		return ErrUserSessionInactive
+	}
+	query := tx
+	if lock {
+		query = lockForUpdate(tx)
+	}
+	var user User
+	if err := query.Select("id", "status", "auth_version").First(&user, identity.UserID).Error; err != nil {
+		if errors.Is(err, gorm.ErrRecordNotFound) {
+			return ErrUserSessionInactive
+		}
+		return err
+	}
+	if user.Status != common.UserStatusEnabled || user.AuthVersion != identity.UserAuthVersion {
+		return ErrUserSessionInactive
+	}
+	query = tx
+	if lock {
+		query = lockForUpdate(tx)
+	}
+	var token UserAccessToken
+	if err := query.Where("id = ? AND user_id = ?", tokenID, identity.UserID).First(&token).Error; err != nil {
+		if errors.Is(err, gorm.ErrRecordNotFound) {
+			return ErrUserSessionInactive
+		}
+		return err
+	}
+	if token.Expired(time.Now().Unix()) {
+		return ErrUserSessionInactive
+	}
+	return nil
+}
+
+// EnsureLegacyAccessTokenRetireAt records the legacy token deadline on first
+// start (now + 30 days) and loads the stored value. The first node to start
+// wins; later starts and other nodes only read it.
+func EnsureLegacyAccessTokenRetireAt(now int64) error {
+	deadline := strconv.FormatInt(now+legacyAccessTokenTransitionDays*24*60*60, 10)
+	if err := DB.Clauses(clause.OnConflict{DoNothing: true}).Create(&Option{Key: legacyAccessTokenRetireAtKey, Value: deadline}).Error; err != nil {
+		return err
+	}
+	var option Option
+	if err := DB.Where(&Option{Key: legacyAccessTokenRetireAtKey}).First(&option).Error; err != nil {
+		return err
+	}
+	retireAt, err := strconv.ParseInt(strings.TrimSpace(option.Value), 10, 64)
+	if err != nil || retireAt <= 0 {
+		return errors.New("invalid LegacyAccessTokenRetireAt option value")
+	}
+	legacyAccessTokenRetireAt.Store(retireAt)
+	return nil
+}
+
+func LegacyAccessTokenRetireAt() int64 {
+	return legacyAccessTokenRetireAt.Load()
+}
+
+func LegacyAccessTokensRetired(now int64) bool {
+	retireAt := legacyAccessTokenRetireAt.Load()
+	return retireAt <= 0 || now >= retireAt
+}
diff --git a/model/user_authentication_test.go b/model/user_authentication_test.go
index fdf6700..7eb02dc 100644
--- a/model/user_authentication_test.go
+++ b/model/user_authentication_test.go
@@ -28,6 +28,7 @@ func TestHardDeleteUserFailsClosedWhenAuthFenceCannotPublish(t *testing.T) {
 		return ClaimExternalIdentityWithTx(tx, ExternalIdentityProviderTelegram, user.TelegramId, user.Id)
 	}))
 	require.NoError(t, DB.Create(&Token{UserId: user.Id, Key: "hard-delete-token"}).Error)
+	require.NoError(t, DB.Create(&UserAccessToken{UserId: user.Id, TokenHash: AccessTokenFingerprint("nap_hard-delete-token")}).Error)
 	require.NoError(t, DB.Create(&TwoFA{UserId: user.Id, Secret: "secret", IsEnabled: true}).Error)
 	require.NoError(t, DB.Create(&TwoFABackupCode{UserId: user.Id, CodeHash: "hash"}).Error)
 	require.NoError(t, DB.Create(&PasskeyCredential{UserID: user.Id, CredentialID: "credential", PublicKey: "public-key"}).Error)
@@ -55,7 +56,8 @@ func TestHardDeleteUserFailsClosedWhenAuthFenceCannotPublish(t *testing.T) {
 		common.RedisEnabled, common.RDB = oldRedisEnabled, oldRDB
 	})
 
-	require.Error(t, HardDeleteUserById(user.Id))
+	_, err := HardDeleteUserById(user.Id)
+	require.Error(t, err)
 
 	var count int64
 	require.NoError(t, DB.Unscoped().Model(&User{}).Where("id = ?", user.Id).Count(&count).Error)
@@ -69,6 +71,7 @@ func TestHardDeleteUserFailsClosedWhenAuthFenceCannotPublish(t *testing.T) {
 		&UserSession{},
 		&AuthFlow{},
 		&ExternalIdentityClaim{},
+		&UserAccessToken{},
 	} {
 		require.NoError(t, DB.Unscoped().Model(record).Where("user_id = ?", user.Id).Count(&count).Error)
 		assert.EqualValues(t, 1, count)
@@ -88,6 +91,7 @@ func TestHardDeleteUserPublishesTombstoneAndPurgesAuthenticationData(t *testing.
 		return ClaimExternalIdentityWithTx(tx, ExternalIdentityProviderTelegram, user.TelegramId, user.Id)
 	}))
 	require.NoError(t, DB.Create(&Token{UserId: user.Id, Key: "hard-delete-success-token"}).Error)
+	require.NoError(t, DB.Create(&UserAccessToken{UserId: user.Id, TokenHash: AccessTokenFingerprint("nap_hard-delete-success-token")}).Error)
 	require.NoError(t, DB.Create(&TwoFA{UserId: user.Id, Secret: "secret", IsEnabled: true}).Error)
 	require.NoError(t, DB.Create(&TwoFABackupCode{UserId: user.Id, CodeHash: "hash"}).Error)
 	require.NoError(t, DB.Create(&PasskeyCredential{UserID: user.Id, CredentialID: "credential-success", PublicKey: "public-key"}).Error)
@@ -106,7 +110,9 @@ func TestHardDeleteUserPublishesTombstoneAndPurgesAuthenticationData(t *testing.
 	// user; the shared version increment must therefore query unscoped.
 	require.NoError(t, DB.Delete(&user).Error)
 
-	require.NoError(t, HardDeleteUserById(user.Id))
+	revokedAccessTokens, err := HardDeleteUserById(user.Id)
+	require.NoError(t, err)
+	assert.EqualValues(t, 1, revokedAccessTokens)
 
 	var count int64
 	require.NoError(t, DB.Unscoped().Model(&User{}).Where("id = ?", user.Id).Count(&count).Error)
@@ -120,6 +126,7 @@ func TestHardDeleteUserPublishesTombstoneAndPurgesAuthenticationData(t *testing.
 		&UserSession{},
 		&AuthFlow{},
 		&ExternalIdentityClaim{},
+		&UserAccessToken{},
 	} {
 		require.NoError(t, DB.Unscoped().Model(record).Where("user_id = ?", user.Id).Count(&count).Error)
 		assert.Zero(t, count)
diff --git a/model/user_cache.go b/model/user_cache.go
index 2dc6219..e488818 100644
--- a/model/user_cache.go
+++ b/model/user_cache.go
@@ -40,7 +40,7 @@ func (user *UserBase) GetSetting() dto.UserSetting {
 	if user.Setting != "" {
 		err := common.Unmarshal([]byte(user.Setting), &setting)
 		if err != nil {
-			common.SysLog("failed to unmarshal setting: " + err.Error())
+			common.SysLog(common.LogText("failed to unmarshal setting: %s", err.Error()))
 		}
 	}
 	return setting
@@ -108,7 +108,7 @@ func GetUserCache(userId int) (*UserBase, error) {
 			if errors.Is(err, ErrUserAuthCachePending) {
 				return nil, err
 			}
-			common.SysLog("failed to synchronously populate user cache: " + err.Error())
+			common.SysLog(common.LogText("failed to synchronously populate user cache: %s", err.Error()))
 		}
 	}
 	return user.ToBaseUser(), nil
@@ -160,7 +160,7 @@ func syncCreditUserQuotaCache(userId int, quota int, operation string) {
 		return
 	}
 	if err := cacheIncrUserQuota(userId, int64(quota)); err != nil {
-		common.SysLog(fmt.Sprintf("failed to sync %s credit to user quota cache: %s", operation, err.Error()))
+		common.SysLog(common.LogText("failed to sync %s credit to user quota cache: %s", operation, err.Error()))
 	}
 }
 
diff --git a/model/user_quota_adjustment.go b/model/user_quota_adjustment.go
index 3b07a12..974addf 100644
--- a/model/user_quota_adjustment.go
+++ b/model/user_quota_adjustment.go
@@ -2,7 +2,6 @@ package model
 
 import (
 	"errors"
-	"fmt"
 
 	"github.com/QuantumNous/new-api/common"
 	"github.com/shopspring/decimal"
@@ -80,7 +79,7 @@ func AdjustUserQuota(userID, operatorRole int, mode string, value int) (*UserQuo
 	delta := int64(adjustment.After) - int64(adjustment.Before)
 	if delta != 0 {
 		if err := cacheIncrUserQuota(userID, delta); err != nil {
-			common.SysError(fmt.Sprintf("failed to sync manual quota adjustment for user %d: %s", userID, err))
+			common.SysError(common.LogText("failed to sync manual quota adjustment for user %d: %s", userID, err))
 		}
 	}
 	return &adjustment, nil
diff --git a/model/user_session.go b/model/user_session.go
index 8b20785..d8f36ea 100644
--- a/model/user_session.go
+++ b/model/user_session.go
@@ -169,7 +169,7 @@ func publishCreatedUserSession(session *UserSession, cacheDeadline time.Time) er
 		if errors.Is(err, ErrUserSessionInactive) {
 			return err
 		}
-		common.SysLog("failed to populate newly created user session cache: " + err.Error())
+		common.SysLog(common.LogText("failed to populate newly created user session cache: %s", err.Error()))
 	}
 	return nil
 }
@@ -255,7 +255,7 @@ func GetUserSessionCached(sid string) (*UserSession, error) {
 			if errors.Is(err, ErrUserSessionInactive) {
 				return nil, err
 			}
-			common.SysLog("failed to synchronously populate user session cache: " + err.Error())
+			common.SysLog(common.LogText("failed to synchronously populate user session cache: %s", err.Error()))
 		}
 	}
 	return session, nil
@@ -505,7 +505,7 @@ func RotateUserSessionRefresh(userID int, sid, presentedHash, nextHash string, n
 				} else if errors.Is(err, ErrUserSessionInactive) {
 					return nil, err
 				} else {
-					common.SysLog("failed to update rotated user session cache: " + err.Error())
+					common.SysLog(common.LogText("failed to update rotated user session cache: %s", err.Error()))
 				}
 			}
 			return &session, nil
@@ -542,7 +542,7 @@ func RotateUserSessionRefresh(userID int, sid, presentedHash, nextHash string, n
 		session.RevokedAt = now
 		session.RevokedReason = "refresh_reuse"
 		if err := writeUserSessionCache(session.cacheEntry(), time.Time{}); err != nil {
-			common.SysLog("failed to cache refresh-reuse session revoke: " + err.Error())
+			common.SysLog(common.LogText("failed to cache refresh-reuse session revoke: %s", err.Error()))
 		}
 		return nil, ErrUserSessionRefreshReuse
 	}
@@ -596,7 +596,7 @@ func RevokeUserSession(userID int, sid, reason string) (bool, error) {
 		candidate.RevokedAt = now
 		candidate.RevokedReason = reason
 		if err := writeUserSessionCache(candidate.cacheEntry(), time.Time{}); err != nil {
-			common.SysLog("failed to finalize user session revoke tombstone: " + err.Error())
+			common.SysLog(common.LogText("failed to finalize user session revoke tombstone: %s", err.Error()))
 		}
 	}
 	return revoked, nil
@@ -652,7 +652,7 @@ func RevokeUserSessionByRefreshHash(sid, presentedHash, reason string) (bool, er
 	}
 	if revoked {
 		if err := writeUserSessionCache(session.cacheEntry(), time.Time{}); err != nil {
-			common.SysLog("failed to finalize refresh-authenticated session revoke tombstone: " + err.Error())
+			common.SysLog(common.LogText("failed to finalize refresh-authenticated session revoke tombstone: %s", err.Error()))
 		}
 	}
 	return revoked, nil
@@ -775,7 +775,7 @@ func revokeUserSessions(userID int, excludedSID, reason string) (int64, error) {
 			revoked[i].RevokedAt = now
 			revoked[i].RevokedReason = reason
 			if err := writeUserSessionCache(revoked[i].cacheEntry(), time.Time{}); err != nil {
-				common.SysLog("failed to finalize bulk user session revoke tombstone: " + err.Error())
+				common.SysLog(common.LogText("failed to finalize bulk user session revoke tombstone: %s", err.Error()))
 			}
 		}
 	}
diff --git a/model/user_update_test.go b/model/user_update_test.go
index 1089d74..a54a9b7 100644
--- a/model/user_update_test.go
+++ b/model/user_update_test.go
@@ -2,7 +2,9 @@ package model
 
 import (
 	"errors"
+	"strconv"
 	"testing"
+	"time"
 
 	"github.com/QuantumNous/new-api/common"
 	"github.com/QuantumNous/new-api/relaykit/dto"
@@ -144,19 +146,22 @@ func TestUsageAccountingSupportsSignedDirectAndBatchDeltas(t *testing.T) {
 	assert.Equal(t, int64(1150), gotChannel.UsedQuota)
 }
 
-func TestUpdateUserAccessTokenOnlyUpdatesAccessToken(t *testing.T) {
+func TestRevokeUserAccessTokenOnlyClearsLegacyToken(t *testing.T) {
 	setupUserUpdateTestState(t)
 
+	createdAt := int64(100)
 	user := User{
-		Id:              2,
-		Username:        "token-rotation-user",
-		Password:        "password",
-		DisplayName:     "before",
-		Status:          common.UserStatusEnabled,
-		Quota:           1000,
-		AffQuota:        800,
-		AffHistoryQuota: 1200,
+		Id:                   2,
+		Username:             "token-revoke-user",
+		Password:             "password",
+		DisplayName:          "before",
+		Status:               common.UserStatusEnabled,
+		Quota:                1000,
+		AffQuota:             800,
+		AffHistoryQuota:      1200,
+		AccessTokenCreatedAt: &createdAt,
 	}
+	user.SetAccessToken("legacy-token")
 	require.NoError(t, DB.Create(&user).Error)
 
 	require.NoError(t, DB.Model(&User{}).Where("id = ?", user.Id).Updates(map[string]any{
@@ -165,23 +170,26 @@ func TestUpdateUserAccessTokenOnlyUpdatesAccessToken(t *testing.T) {
 		"display_name": "concurrent-update",
 	}).Error)
 
-	require.NoError(t, UpdateUserAccessToken(user.Id, "rotated-token"))
+	tokenRef, err := RevokeUserAccessToken(user.Id)
+	require.NoError(t, err)
+	assert.Equal(t, AccessTokenFingerprint("legacy-token"), tokenRef)
 
 	var got User
 	require.NoError(t, DB.First(&got, user.Id).Error)
-	assert.Equal(t, "rotated-token", got.GetAccessToken())
+	assert.Empty(t, got.GetAccessToken())
+	assert.Nil(t, got.AccessTokenCreatedAt)
 	assert.Equal(t, "concurrent-update", got.DisplayName)
 	assert.Equal(t, 1500, got.Quota)
 	assert.Equal(t, 300, got.AffQuota)
 	assert.Equal(t, 1200, got.AffHistoryQuota)
 }
 
-func TestUpdateUserAccessTokenRejectsSoftDeletedUser(t *testing.T) {
+func TestRevokeUserAccessTokenRejectsSoftDeletedUser(t *testing.T) {
 	setupUserUpdateTestState(t)
 
 	user := User{
 		Id:       3,
-		Username: "deleted-token-rotation-user",
+		Username: "deleted-token-revoke-user",
 		Password: "password",
 		Status:   common.UserStatusEnabled,
 	}
@@ -189,7 +197,7 @@ func TestUpdateUserAccessTokenRejectsSoftDeletedUser(t *testing.T) {
 	require.NoError(t, DB.Create(&user).Error)
 	require.NoError(t, DB.Delete(&user).Error)
 
-	err := UpdateUserAccessToken(user.Id, "orphaned-token")
+	_, err := RevokeUserAccessToken(user.Id)
 	require.ErrorIs(t, err, gorm.ErrRecordNotFound)
 
 	var got User
@@ -398,3 +406,220 @@ func TestResetUserPasswordByEmailRequiresSingleActiveMatch(t *testing.T) {
 	err = ResetUserPasswordByEmail("missing@example.com", "NewPassword123")
 	require.True(t, errors.Is(err, ErrEmailNotFound))
 }
+
+func createAccessTokenTestUser(t *testing.T, username string) User {
+	t.Helper()
+	user := User{
+		Username:    username,
+		Password:    "unused-password-hash",
+		Role:        common.RoleCommonUser,
+		Status:      common.UserStatusEnabled,
+		Group:       "default",
+		AuthVersion: 1,
+		AffCode:     username + "-aff",
+	}
+	require.NoError(t, DB.Create(&user).Error)
+	return user
+}
+
+func createTestUserAccessToken(t *testing.T, userID int, raw string, expiresAt int64) UserAccessToken {
+	t.Helper()
+	token := UserAccessToken{Name: raw, TokenHash: AccessTokenFingerprint(raw), TokenHint: AccessTokenHint(raw), ExpiresAt: expiresAt}
+	require.NoError(t, token.SetScopes([]string{"profile:read"}))
+	require.NoError(t, CreateUserAccessToken(userID, &token, 20))
+	return token
+}
+
+func TestLegacyAccessTokenRetireAtIsWrittenOnceAndReadOnly(t *testing.T) {
+	require.NoError(t, DB.AutoMigrate(&Option{}))
+	previous := legacyAccessTokenRetireAt.Load()
+	originalMap := common.OptionMap
+	common.OptionMap = map[string]string{}
+	require.NoError(t, DB.Where(&Option{Key: legacyAccessTokenRetireAtKey}).Delete(&Option{}).Error)
+	t.Cleanup(func() {
+		legacyAccessTokenRetireAt.Store(previous)
+		common.OptionMap = originalMap
+		DB.Where(&Option{Key: legacyAccessTokenRetireAtKey}).Delete(&Option{})
+	})
+
+	const firstStart = int64(1_800_000_000)
+	want := firstStart + 30*24*60*60
+	require.NoError(t, EnsureLegacyAccessTokenRetireAt(firstStart))
+	assert.Equal(t, want, LegacyAccessTokenRetireAt())
+
+	require.NoError(t, EnsureLegacyAccessTokenRetireAt(firstStart+24*60*60))
+	assert.Equal(t, want, LegacyAccessTokenRetireAt())
+	var stored Option
+	require.NoError(t, DB.Where(&Option{Key: legacyAccessTokenRetireAtKey}).First(&stored).Error)
+	assert.Equal(t, strconv.FormatInt(want, 10), stored.Value)
+
+	require.ErrorIs(t, UpdateOption(legacyAccessTokenRetireAtKey, "1"), errLegacyRetireAtReadOnly)
+	require.ErrorIs(t, UpdateOptionsBulk(map[string]string{legacyAccessTokenRetireAtKey: "1"}), errLegacyRetireAtReadOnly)
+	require.NoError(t, DB.Where(&Option{Key: legacyAccessTokenRetireAtKey}).First(&stored).Error)
+	assert.Equal(t, strconv.FormatInt(want, 10), stored.Value)
+
+	require.NoError(t, updateOptionMap(legacyAccessTokenRetireAtKey, stored.Value))
+	assert.NotContains(t, common.OptionMap, legacyAccessTokenRetireAtKey)
+}
+
+func TestValidateAccessTokenStopsAtLegacyDeadline(t *testing.T) {
+	setupUserUpdateTestState(t)
+	previous := legacyAccessTokenRetireAt.Load()
+	t.Cleanup(func() { legacyAccessTokenRetireAt.Store(previous) })
+
+	user := createAccessTokenTestUser(t, "legacy-deadline-user")
+	require.NoError(t, DB.Model(&User{}).Where("id = ?", user.Id).Update("access_token", "legacy-deadline-token").Error)
+
+	legacyAccessTokenRetireAt.Store(time.Now().Add(time.Hour).Unix())
+	found, err := ValidateAccessToken("legacy-deadline-token")
+	require.NoError(t, err)
+	require.NotNil(t, found)
+	assert.Equal(t, user.Id, found.Id)
+
+	var userQueries int
+	const callbackName = "test:count_legacy_token_queries"
+	require.NoError(t, DB.Callback().Query().Before("gorm:query").Register(callbackName, func(tx *gorm.DB) {
+		if tx.Statement.Table == "users" {
+			userQueries++
+		}
+	}))
+	t.Cleanup(func() { _ = DB.Callback().Query().Remove(callbackName) })
+
+	for _, retireAt := range []int64{time.Now().Add(-time.Second).Unix(), 0} {
+		legacyAccessTokenRetireAt.Store(retireAt)
+		found, err = ValidateAccessToken("legacy-deadline-token")
+		require.ErrorIs(t, err, ErrLegacyAccessTokenRetired)
+		assert.Nil(t, found)
+	}
+	assert.Zero(t, userQueries)
+}
+
+func TestUserAccessTokenLimitAndOwnership(t *testing.T) {
+	setupUserUpdateTestState(t)
+	owner := createAccessTokenTestUser(t, "token-owner")
+	other := createAccessTokenTestUser(t, "token-other")
+
+	var first UserAccessToken
+	for i := range 20 {
+		token := createTestUserAccessToken(t, owner.Id, "nap_limit_"+strconv.Itoa(i), 0)
+		if i == 0 {
+			first = token
+		}
+	}
+	extra := UserAccessToken{TokenHash: AccessTokenFingerprint("nap_limit_extra")}
+	require.ErrorIs(t, CreateUserAccessToken(owner.Id, &extra, 20), ErrAccessTokenLimit)
+	var count int64
+	require.NoError(t, DB.Model(&UserAccessToken{}).Where("user_id = ?", owner.Id).Count(&count).Error)
+	assert.EqualValues(t, 20, count)
+
+	_, err := UpdateUserAccessToken(other.Id, first.Id, "stolen", []string{"profile:read"})
+	require.ErrorIs(t, err, ErrAccessTokenNotFound)
+	_, err = DeleteUserAccessToken(other.Id, first.Id)
+	require.ErrorIs(t, err, ErrAccessTokenNotFound)
+	stored, err := GetUserAccessToken(owner.Id, first.Id)
+	require.NoError(t, err)
+	assert.Equal(t, first.Name, stored.Name)
+
+	assert.Equal(t, first.Scopes, stored.Scopes)
+
+	renamed, err := UpdateUserAccessToken(owner.Id, first.Id, "renamed", nil)
+	require.NoError(t, err)
+	assert.Equal(t, "renamed", renamed.Name)
+	assert.Equal(t, first.Scopes, renamed.Scopes, "a rename keeps the grant")
+	regranted, err := UpdateUserAccessToken(owner.Id, first.Id, "regranted", []string{"usage:read"})
+	require.NoError(t, err)
+	assert.Equal(t, "regranted", regranted.Name)
+	assert.Equal(t, []string{"usage:read"}, regranted.GetScopes())
+	deleted, err := DeleteUserAccessToken(owner.Id, first.Id)
+	require.NoError(t, err)
+	assert.Equal(t, first.TokenHash, deleted.TokenHash)
+	found, err := FindUserAccessTokenByHash(first.TokenHash)
+	require.NoError(t, err)
+	assert.Nil(t, found)
+}
+
+func TestDisablingUserKeepsAccessTokensAndDeletingRemovesThem(t *testing.T) {
+	setupUserUpdateTestState(t)
+	user := createAccessTokenTestUser(t, "token-lifecycle-user")
+	createTestUserAccessToken(t, user.Id, "nap_lifecycle_one", 0)
+	createTestUserAccessToken(t, user.Id, "nap_lifecycle_two", time.Now().Add(time.Hour).Unix())
+	countTokens := func() int64 {
+		var count int64
+		require.NoError(t, DB.Model(&UserAccessToken{}).Where("user_id = ?", user.Id).Count(&count).Error)
+		return count
+	}
+
+	user.Status = common.UserStatusDisabled
+	require.NoError(t, user.Update(false))
+	assert.EqualValues(t, 2, countTokens())
+
+	revoked, err := user.Delete()
+	require.NoError(t, err)
+	assert.EqualValues(t, 2, revoked)
+	assert.Zero(t, countTokens())
+
+	hardDeleted := createAccessTokenTestUser(t, "token-hard-delete-user")
+	createTestUserAccessToken(t, hardDeleted.Id, "nap_hard_delete", 0)
+	revoked, err = hardDeleted.HardDelete()
+	require.NoError(t, err)
+	assert.EqualValues(t, 1, revoked)
+	var remaining int64
+	require.NoError(t, DB.Model(&UserAccessToken{}).Where("user_id = ?", hardDeleted.Id).Count(&remaining).Error)
+	assert.Zero(t, remaining)
+}
+
+func TestValidateAuthSessionWithTxChecksAccessTokenIdentity(t *testing.T) {
+	setupUserUpdateTestState(t)
+	now := time.Now()
+
+	tests := []struct {
+		name    string
+		prepare func(user *User, token *UserAccessToken, identity *AuthSessionIdentity)
+		wantErr bool
+	}{
+		{name: "active token", prepare: func(*User, *UserAccessToken, *AuthSessionIdentity) {}},
+		{name: "expired token", wantErr: true, prepare: func(_ *User, token *UserAccessToken, _ *AuthSessionIdentity) {
+			require.NoError(t, DB.Model(token).Update("expires_at", now.Add(-time.Second).Unix()).Error)
+		}},
+		{name: "deleted token", wantErr: true, prepare: func(user *User, token *UserAccessToken, _ *AuthSessionIdentity) {
+			_, err := DeleteUserAccessToken(user.Id, token.Id)
+			require.NoError(t, err)
+		}},
+		{name: "another user's token", wantErr: true, prepare: func(_ *User, _ *UserAccessToken, identity *AuthSessionIdentity) {
+			other := createAccessTokenTestUser(t, "token-identity-other")
+			identity.UserID = other.Id
+		}},
+		{name: "stale auth version", wantErr: true, prepare: func(user *User, _ *UserAccessToken, _ *AuthSessionIdentity) {
+			require.NoError(t, DB.Model(user).Update("auth_version", 2).Error)
+		}},
+		{name: "disabled user", wantErr: true, prepare: func(user *User, _ *UserAccessToken, _ *AuthSessionIdentity) {
+			require.NoError(t, DB.Model(user).Update("status", common.UserStatusDisabled).Error)
+		}},
+		{name: "unexpected session version", wantErr: true, prepare: func(_ *User, _ *UserAccessToken, identity *AuthSessionIdentity) {
+			identity.SessionVersion = 2
+		}},
+	}
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			require.NoError(t, DB.Exec("DELETE FROM user_access_tokens").Error)
+			require.NoError(t, DB.Exec("DELETE FROM users").Error)
+			user := createAccessTokenTestUser(t, "token-identity-user")
+			token := createTestUserAccessToken(t, user.Id, "nap_identity_token", now.Add(time.Hour).Unix())
+			identity := AuthSessionIdentity{
+				UserID: user.Id, SessionID: AccessTokenSessionID(token.Id),
+				UserAuthVersion: 1, SessionVersion: AccessTokenSessionVersion,
+			}
+			tt.prepare(&user, &token, &identity)
+
+			txErr := DB.Transaction(func(tx *gorm.DB) error { return ValidateAuthSessionWithTx(tx, identity) })
+			plainErr := ValidateAccessTokenIdentity(identity)
+			if !tt.wantErr {
+				assert.NoError(t, txErr)
+				assert.NoError(t, plainErr)
+				return
+			}
+			assert.ErrorIs(t, txErr, ErrUserSessionInactive)
+			assert.ErrorIs(t, plainErr, ErrUserSessionInactive)
+		})
+	}
+}
diff --git a/model/utils.go b/model/utils.go
index aef2f72..8c3463b 100644
--- a/model/utils.go
+++ b/model/utils.go
@@ -2,7 +2,6 @@ package model
 
 import (
 	"errors"
-	"fmt"
 	"math"
 	"sync"
 	"time"
@@ -52,7 +51,7 @@ func addNewRecord(type_ int, id int, value int) {
 
 	sum := old + value
 	if (value > 0 && sum < old) || (value < 0 && sum > old) {
-		common.SysError(fmt.Sprintf("batch update overflow: type=%d id=%d old=%d value=%d", type_, id, old, value))
+		common.SysError(common.LogText("batch update overflow: type=%d id=%d old=%d value=%d", type_, id, old, value))
 		if value > 0 {
 			sum = math.MaxInt
 		} else {
@@ -79,7 +78,7 @@ func batchUpdate() {
 		return
 	}
 
-	common.SysLog("batch update started")
+	common.SysLog(common.LogText("batch update started"))
 	stores := make([]map[int]int, BatchUpdateTypeCount)
 	for i := range BatchUpdateTypeCount {
 		batchUpdateLocks[i].Lock()
@@ -97,7 +96,7 @@ func batchUpdate() {
 			case BatchUpdateTypeTokenQuota:
 				err := increaseTokenQuota(key, value)
 				if err != nil {
-					common.SysLog("failed to batch update token quota: " + err.Error())
+					common.SysLog(common.LogText("failed to batch update token quota: %s", err.Error()))
 				}
 			case BatchUpdateTypeChannelUsedQuota:
 				updateChannelUsedQuota(key, value)
@@ -122,7 +121,7 @@ func batchUpdate() {
 	for key := range userIDs {
 		updateUserQuotaUsedQuotaAndRequestCount(key, userQuotaStore[key], usedQuotaStore[key], requestCountStore[key])
 	}
-	common.SysLog("batch update finished")
+	common.SysLog(common.LogText("batch update finished"))
 }
 
 func RecordExist(err error) (bool, error) {
diff --git a/oauth/discord.go b/oauth/discord.go
index 7ae81aa..805068c 100644
--- a/oauth/discord.go
+++ b/oauth/discord.go
@@ -9,7 +9,7 @@ import (
 	"strings"
 	"time"
 
-	"github.com/QuantumNous/new-api/i18n"
+	"github.com/QuantumNous/new-api/common"
 	"github.com/QuantumNous/new-api/logger"
 	"github.com/QuantumNous/new-api/model"
 	"github.com/QuantumNous/new-api/setting/system_setting"
@@ -48,7 +48,7 @@ func (p *DiscordProvider) IsEnabled() bool {
 
 func (p *DiscordProvider) ExchangeToken(ctx context.Context, code string, c *gin.Context) (*OAuthToken, error) {
 	if code == "" {
-		return nil, NewOAuthError(i18n.MsgOAuthInvalidCode, nil)
+		return nil, NewOAuthError(common.NewMessage(msgInvalidCode))
 	}
 
 	settings := system_setting.GetDiscordSettings()
@@ -74,8 +74,8 @@ func (p *DiscordProvider) ExchangeToken(ctx context.Context, code string, c *gin
 	}
 	res, err := client.Do(req)
 	if err != nil {
-		logger.LogError(ctx, fmt.Sprintf("[OAuth-Discord] ExchangeToken error: %s", err.Error()))
-		return nil, NewOAuthErrorWithRaw(i18n.MsgOAuthConnectFailed, map[string]any{"Provider": "Discord"}, err.Error())
+		logger.LogError(ctx, common.LogText("[OAuth-Discord] ExchangeToken error: %s", err.Error()))
+		return nil, NewOAuthErrorWithRaw(common.NewMessage(msgConnectFailed, map[string]any{"provider": "Discord"}), err.Error())
 	}
 	defer res.Body.Close()
 
@@ -84,13 +84,13 @@ func (p *DiscordProvider) ExchangeToken(ctx context.Context, code string, c *gin
 	var discordResponse discordOAuthResponse
 	err = json.NewDecoder(res.Body).Decode(&discordResponse)
 	if err != nil {
-		logger.LogError(ctx, fmt.Sprintf("[OAuth-Discord] ExchangeToken decode error: %s", err.Error()))
+		logger.LogError(ctx, common.LogText("[OAuth-Discord] ExchangeToken decode error: %s", err.Error()))
 		return nil, err
 	}
 
 	if discordResponse.AccessToken == "" {
-		logger.LogError(ctx, "[OAuth-Discord] ExchangeToken failed: empty access token")
-		return nil, NewOAuthError(i18n.MsgOAuthTokenFailed, map[string]any{"Provider": "Discord"})
+		logger.LogError(ctx, common.LogText("[OAuth-Discord] ExchangeToken failed: empty access token"))
+		return nil, NewOAuthError(common.NewMessage(msgTokenFailed, map[string]any{"provider": "Discord"}))
 	}
 
 	logger.LogDebug(ctx, "[OAuth-Discord] ExchangeToken success: scope=%s", discordResponse.Scope)
@@ -119,28 +119,28 @@ func (p *DiscordProvider) GetUserInfo(ctx context.Context, token *OAuthToken) (*
 	}
 	res, err := client.Do(req)
 	if err != nil {
-		logger.LogError(ctx, fmt.Sprintf("[OAuth-Discord] GetUserInfo error: %s", err.Error()))
-		return nil, NewOAuthErrorWithRaw(i18n.MsgOAuthConnectFailed, map[string]any{"Provider": "Discord"}, err.Error())
+		logger.LogError(ctx, common.LogText("[OAuth-Discord] GetUserInfo error: %s", err.Error()))
+		return nil, NewOAuthErrorWithRaw(common.NewMessage(msgConnectFailed, map[string]any{"provider": "Discord"}), err.Error())
 	}
 	defer res.Body.Close()
 
 	logger.LogDebug(ctx, "[OAuth-Discord] GetUserInfo response status: %d", res.StatusCode)
 
 	if res.StatusCode != http.StatusOK {
-		logger.LogError(ctx, fmt.Sprintf("[OAuth-Discord] GetUserInfo failed: status=%d", res.StatusCode))
-		return nil, NewOAuthError(i18n.MsgOAuthGetUserErr, nil)
+		logger.LogError(ctx, common.LogText("[OAuth-Discord] GetUserInfo failed: status=%d", res.StatusCode))
+		return nil, NewOAuthError(common.NewMessage(msgGetUserFailed))
 	}
 
 	var discordUser discordUser
 	err = json.NewDecoder(res.Body).Decode(&discordUser)
 	if err != nil {
-		logger.LogError(ctx, fmt.Sprintf("[OAuth-Discord] GetUserInfo decode error: %s", err.Error()))
+		logger.LogError(ctx, common.LogText("[OAuth-Discord] GetUserInfo decode error: %s", err.Error()))
 		return nil, err
 	}
 
 	if discordUser.UID == "" || discordUser.ID == "" {
-		logger.LogError(ctx, "[OAuth-Discord] GetUserInfo failed: empty user fields")
-		return nil, NewOAuthError(i18n.MsgOAuthUserInfoEmpty, map[string]any{"Provider": "Discord"})
+		logger.LogError(ctx, common.LogText("[OAuth-Discord] GetUserInfo failed: empty user fields"))
+		return nil, NewOAuthError(common.NewMessage(msgUserInfoEmpty, map[string]any{"provider": "Discord"}))
 	}
 
 	logger.LogDebug(ctx, "[OAuth-Discord] GetUserInfo success: uid=%s, username=%s, name=%s", discordUser.UID, discordUser.ID, discordUser.Name)
diff --git a/oauth/generic.go b/oauth/generic.go
index 71ca6ae..9132bae 100644
--- a/oauth/generic.go
+++ b/oauth/generic.go
@@ -15,7 +15,6 @@ import (
 	"time"
 
 	"github.com/QuantumNous/new-api/common"
-	"github.com/QuantumNous/new-api/i18n"
 	"github.com/QuantumNous/new-api/logger"
 	"github.com/QuantumNous/new-api/model"
 	"github.com/QuantumNous/new-api/setting/system_setting"
@@ -89,7 +88,7 @@ func (p *GenericOAuthProvider) GetConfig() *model.CustomOAuthProvider {
 
 func (p *GenericOAuthProvider) ExchangeToken(ctx context.Context, code string, c *gin.Context) (*OAuthToken, error) {
 	if code == "" {
-		return nil, NewOAuthError(i18n.MsgOAuthInvalidCode, nil)
+		return nil, NewOAuthError(common.NewMessage(msgInvalidCode))
 	}
 
 	redirectUri := fmt.Sprintf("%s/oauth/%s", system_setting.ServerAddress, p.config.Slug)
@@ -134,8 +133,8 @@ func (p *GenericOAuthProvider) ExchangeToken(ctx context.Context, code string, c
 	}
 	res, err := client.Do(req)
 	if err != nil {
-		logger.LogError(ctx, fmt.Sprintf("[OAuth-Generic-%s] ExchangeToken error: %s", p.config.Slug, err.Error()))
-		return nil, NewOAuthErrorWithRaw(i18n.MsgOAuthConnectFailed, map[string]any{"Provider": p.config.Name}, err.Error())
+		logger.LogError(ctx, common.LogText("[OAuth-Generic-%s] ExchangeToken error: %s", p.config.Slug, err.Error()))
+		return nil, NewOAuthErrorWithRaw(common.NewMessage(msgConnectFailed, map[string]any{"provider": p.config.Name}), err.Error())
 	}
 	defer res.Body.Close()
 
@@ -143,7 +142,7 @@ func (p *GenericOAuthProvider) ExchangeToken(ctx context.Context, code string, c
 
 	body, err := io.ReadAll(res.Body)
 	if err != nil {
-		logger.LogError(ctx, fmt.Sprintf("[OAuth-Generic-%s] ExchangeToken read body error: %s", p.config.Slug, err.Error()))
+		logger.LogError(ctx, common.LogText("[OAuth-Generic-%s] ExchangeToken read body error: %s", p.config.Slug, err.Error()))
 		return nil, err
 	}
 
@@ -165,7 +164,7 @@ func (p *GenericOAuthProvider) ExchangeToken(ctx context.Context, code string, c
 		// Try to parse as URL-encoded (some OAuth servers like GitHub return this format)
 		parsedValues, parseErr := url.ParseQuery(bodyStr)
 		if parseErr != nil {
-			logger.LogError(ctx, fmt.Sprintf("[OAuth-Generic-%s] ExchangeToken parse error: %s", p.config.Slug, err.Error()))
+			logger.LogError(ctx, common.LogText("[OAuth-Generic-%s] ExchangeToken parse error: %s", p.config.Slug, err.Error()))
 			return nil, err
 		}
 		tokenResponse.AccessToken = parsedValues.Get("access_token")
@@ -174,14 +173,14 @@ func (p *GenericOAuthProvider) ExchangeToken(ctx context.Context, code string, c
 	}
 
 	if tokenResponse.Error != "" {
-		logger.LogError(ctx, fmt.Sprintf("[OAuth-Generic-%s] ExchangeToken OAuth error: %s - %s",
+		logger.LogError(ctx, common.LogText("[OAuth-Generic-%s] ExchangeToken OAuth error: %s - %s",
 			p.config.Slug, tokenResponse.Error, tokenResponse.ErrorDesc))
-		return nil, NewOAuthErrorWithRaw(i18n.MsgOAuthTokenFailed, map[string]any{"Provider": p.config.Name}, tokenResponse.ErrorDesc)
+		return nil, NewOAuthErrorWithRaw(common.NewMessage(msgTokenFailed, map[string]any{"provider": p.config.Name}), tokenResponse.ErrorDesc)
 	}
 
 	if tokenResponse.AccessToken == "" {
-		logger.LogError(ctx, fmt.Sprintf("[OAuth-Generic-%s] ExchangeToken failed: empty access token", p.config.Slug))
-		return nil, NewOAuthError(i18n.MsgOAuthTokenFailed, map[string]any{"Provider": p.config.Name})
+		logger.LogError(ctx, common.LogText("[OAuth-Generic-%s] ExchangeToken failed: empty access token", p.config.Slug))
+		return nil, NewOAuthError(common.NewMessage(msgTokenFailed, map[string]any{"provider": p.config.Name}))
 	}
 
 	logger.LogDebug(ctx, "[OAuth-Generic-%s] ExchangeToken success: scope=%s", p.config.Slug, tokenResponse.Scope)
@@ -214,21 +213,21 @@ func (p *GenericOAuthProvider) GetUserInfo(ctx context.Context, token *OAuthToke
 	}
 	res, err := client.Do(req)
 	if err != nil {
-		logger.LogError(ctx, fmt.Sprintf("[OAuth-Generic-%s] GetUserInfo error: %s", p.config.Slug, err.Error()))
-		return nil, NewOAuthErrorWithRaw(i18n.MsgOAuthConnectFailed, map[string]any{"Provider": p.config.Name}, err.Error())
+		logger.LogError(ctx, common.LogText("[OAuth-Generic-%s] GetUserInfo error: %s", p.config.Slug, err.Error()))
+		return nil, NewOAuthErrorWithRaw(common.NewMessage(msgConnectFailed, map[string]any{"provider": p.config.Name}), err.Error())
 	}
 	defer res.Body.Close()
 
 	logger.LogDebug(ctx, "[OAuth-Generic-%s] GetUserInfo response status: %d", p.config.Slug, res.StatusCode)
 
 	if res.StatusCode != http.StatusOK {
-		logger.LogError(ctx, fmt.Sprintf("[OAuth-Generic-%s] GetUserInfo failed: status=%d", p.config.Slug, res.StatusCode))
-		return nil, NewOAuthError(i18n.MsgOAuthGetUserErr, nil)
+		logger.LogError(ctx, common.LogText("[OAuth-Generic-%s] GetUserInfo failed: status=%d", p.config.Slug, res.StatusCode))
+		return nil, NewOAuthError(common.NewMessage(msgGetUserFailed))
 	}
 
 	body, err := io.ReadAll(res.Body)
 	if err != nil {
-		logger.LogError(ctx, fmt.Sprintf("[OAuth-Generic-%s] GetUserInfo read body error: %s", p.config.Slug, err.Error()))
+		logger.LogError(ctx, common.LogText("[OAuth-Generic-%s] GetUserInfo read body error: %s", p.config.Slug, err.Error()))
 		return nil, err
 	}
 
@@ -252,8 +251,8 @@ func (p *GenericOAuthProvider) GetUserInfo(ctx context.Context, token *OAuthToke
 	}
 
 	if userId == "" {
-		logger.LogError(ctx, fmt.Sprintf("[OAuth-Generic-%s] GetUserInfo failed: empty user ID (field: %s)", p.config.Slug, p.config.UserIdField))
-		return nil, NewOAuthError(i18n.MsgOAuthUserInfoEmpty, map[string]any{"Provider": p.config.Name})
+		logger.LogError(ctx, common.LogText("[OAuth-Generic-%s] GetUserInfo failed: empty user ID (field: %s)", p.config.Slug, p.config.UserIdField))
+		return nil, NewOAuthError(common.NewMessage(msgUserInfoEmpty, map[string]any{"provider": p.config.Name}))
 	}
 
 	logger.LogDebug(ctx, "[OAuth-Generic-%s] GetUserInfo success: id=%s, username=%s, name=%s, email=%s",
@@ -263,13 +262,13 @@ func (p *GenericOAuthProvider) GetUserInfo(ctx context.Context, token *OAuthToke
 	if policyRaw != "" {
 		policy, err := parseAccessPolicy(policyRaw)
 		if err != nil {
-			logger.LogError(ctx, fmt.Sprintf("[OAuth-Generic-%s] invalid access policy: %s", p.config.Slug, err.Error()))
-			return nil, NewOAuthErrorWithRaw(i18n.MsgOAuthGetUserErr, nil, "invalid access policy configuration")
+			logger.LogError(ctx, common.LogText("[OAuth-Generic-%s] invalid access policy: %s", p.config.Slug, err.Error()))
+			return nil, NewOAuthErrorWithRaw(common.NewMessage(msgGetUserFailed), "invalid access policy configuration")
 		}
 		allowed, failure := evaluateAccessPolicy(bodyStr, policy)
 		if !allowed {
 			message := renderAccessDeniedMessage(p.config.AccessDeniedMessage, p.config.Name, bodyStr, failure)
-			logger.LogWarn(ctx, fmt.Sprintf("[OAuth-Generic-%s] access denied by policy: field=%s op=%s expected=%v current=%v",
+			logger.LogWarn(ctx, common.LogText("[OAuth-Generic-%s] access denied by policy: field=%s op=%s expected=%v current=%v",
 				p.config.Slug, failure.Field, failure.Op, failure.Expected, failure.Current))
 			return nil, &AccessDeniedError{Message: message}
 		}
diff --git a/oauth/github.go b/oauth/github.go
index ea619e5..b37dbae 100644
--- a/oauth/github.go
+++ b/oauth/github.go
@@ -11,7 +11,6 @@ import (
 	"time"
 
 	"github.com/QuantumNous/new-api/common"
-	"github.com/QuantumNous/new-api/i18n"
 	"github.com/QuantumNous/new-api/logger"
 	"github.com/QuantumNous/new-api/model"
 	"github.com/gin-gonic/gin"
@@ -52,7 +51,7 @@ func (p *GitHubProvider) IsEnabled() bool {
 
 func (p *GitHubProvider) ExchangeToken(ctx context.Context, code string, c *gin.Context) (*OAuthToken, error) {
 	if code == "" {
-		return nil, NewOAuthError(i18n.MsgOAuthInvalidCode, nil)
+		return nil, NewOAuthError(common.NewMessage(msgInvalidCode))
 	}
 
 	values := map[string]string{
@@ -77,8 +76,8 @@ func (p *GitHubProvider) ExchangeToken(ctx context.Context, code string, c *gin.
 	}
 	res, err := client.Do(req)
 	if err != nil {
-		logger.LogError(ctx, fmt.Sprintf("[OAuth-GitHub] ExchangeToken error: %s", err.Error()))
-		return nil, NewOAuthErrorWithRaw(i18n.MsgOAuthConnectFailed, map[string]any{"Provider": "GitHub"}, err.Error())
+		logger.LogError(ctx, common.LogText("[OAuth-GitHub] ExchangeToken error: %s", err.Error()))
+		return nil, NewOAuthErrorWithRaw(common.NewMessage(msgConnectFailed, map[string]any{"provider": "GitHub"}), err.Error())
 	}
 	defer res.Body.Close()
 
@@ -87,13 +86,13 @@ func (p *GitHubProvider) ExchangeToken(ctx context.Context, code string, c *gin.
 	var oAuthResponse gitHubOAuthResponse
 	err = json.NewDecoder(res.Body).Decode(&oAuthResponse)
 	if err != nil {
-		logger.LogError(ctx, fmt.Sprintf("[OAuth-GitHub] ExchangeToken decode error: %s", err.Error()))
+		logger.LogError(ctx, common.LogText("[OAuth-GitHub] ExchangeToken decode error: %s", err.Error()))
 		return nil, err
 	}
 
 	if oAuthResponse.AccessToken == "" {
-		logger.LogError(ctx, "[OAuth-GitHub] ExchangeToken failed: empty access token")
-		return nil, NewOAuthError(i18n.MsgOAuthTokenFailed, map[string]any{"Provider": "GitHub"})
+		logger.LogError(ctx, common.LogText("[OAuth-GitHub] ExchangeToken failed: empty access token"))
+		return nil, NewOAuthError(common.NewMessage(msgTokenFailed, map[string]any{"provider": "GitHub"}))
 	}
 
 	logger.LogDebug(ctx, "[OAuth-GitHub] ExchangeToken success: scope=%s", oAuthResponse.Scope)
@@ -119,8 +118,8 @@ func (p *GitHubProvider) GetUserInfo(ctx context.Context, token *OAuthToken) (*O
 	}
 	res, err := client.Do(req)
 	if err != nil {
-		logger.LogError(ctx, fmt.Sprintf("[OAuth-GitHub] GetUserInfo error: %s", err.Error()))
-		return nil, NewOAuthErrorWithRaw(i18n.MsgOAuthConnectFailed, map[string]any{"Provider": "GitHub"}, err.Error())
+		logger.LogError(ctx, common.LogText("[OAuth-GitHub] GetUserInfo error: %s", err.Error()))
+		return nil, NewOAuthErrorWithRaw(common.NewMessage(msgConnectFailed, map[string]any{"provider": "GitHub"}), err.Error())
 	}
 	defer res.Body.Close()
 
@@ -133,20 +132,20 @@ func (p *GitHubProvider) GetUserInfo(ctx context.Context, token *OAuthToken) (*O
 		if len(bodyStr) > 500 {
 			bodyStr = bodyStr[:500] + "..."
 		}
-		logger.LogError(ctx, fmt.Sprintf("[OAuth-GitHub] GetUserInfo failed: status=%d, body=%s", res.StatusCode, bodyStr))
-		return nil, NewOAuthErrorWithRaw(i18n.MsgOAuthGetUserErr, map[string]any{"Provider": "GitHub"}, fmt.Sprintf("status %d", res.StatusCode))
+		logger.LogError(ctx, common.LogText("[OAuth-GitHub] GetUserInfo failed: status=%d, body=%s", res.StatusCode, bodyStr))
+		return nil, NewOAuthErrorWithRaw(common.NewMessage(msgGetUserFailed), fmt.Sprintf("status %d", res.StatusCode))
 	}
 
 	var githubUser gitHubUser
 	err = json.NewDecoder(res.Body).Decode(&githubUser)
 	if err != nil {
-		logger.LogError(ctx, fmt.Sprintf("[OAuth-GitHub] GetUserInfo decode error: %s", err.Error()))
+		logger.LogError(ctx, common.LogText("[OAuth-GitHub] GetUserInfo decode error: %s", err.Error()))
 		return nil, err
 	}
 
 	if githubUser.Id == 0 || githubUser.Login == "" {
-		logger.LogError(ctx, "[OAuth-GitHub] GetUserInfo failed: empty id or login field")
-		return nil, NewOAuthError(i18n.MsgOAuthUserInfoEmpty, map[string]any{"Provider": "GitHub"})
+		logger.LogError(ctx, common.LogText("[OAuth-GitHub] GetUserInfo failed: empty id or login field"))
+		return nil, NewOAuthError(common.NewMessage(msgUserInfoEmpty, map[string]any{"provider": "GitHub"}))
 	}
 
 	logger.LogDebug(ctx, "[OAuth-GitHub] GetUserInfo success: id=%d, login=%s, name=%s, email=%s",
@@ -179,19 +178,19 @@ func (p *GitHubProvider) GetVerifiedEmails(ctx context.Context, token *OAuthToke
 	}
 	res, err := client.Do(req)
 	if err != nil {
-		logger.LogError(ctx, fmt.Sprintf("[OAuth-GitHub] GetVerifiedEmails error: %s", err.Error()))
-		return nil, NewOAuthErrorWithRaw(i18n.MsgOAuthConnectFailed, map[string]any{"Provider": "GitHub"}, err.Error())
+		logger.LogError(ctx, common.LogText("[OAuth-GitHub] GetVerifiedEmails error: %s", err.Error()))
+		return nil, NewOAuthErrorWithRaw(common.NewMessage(msgConnectFailed, map[string]any{"provider": "GitHub"}), err.Error())
 	}
 	defer res.Body.Close()
 
 	if res.StatusCode != http.StatusOK {
-		logger.LogError(ctx, fmt.Sprintf("[OAuth-GitHub] GetVerifiedEmails failed: status=%d", res.StatusCode))
-		return nil, NewOAuthErrorWithRaw(i18n.MsgOAuthGetUserErr, map[string]any{"Provider": "GitHub"}, fmt.Sprintf("status %d", res.StatusCode))
+		logger.LogError(ctx, common.LogText("[OAuth-GitHub] GetVerifiedEmails failed: status=%d", res.StatusCode))
+		return nil, NewOAuthErrorWithRaw(common.NewMessage(msgGetUserFailed), fmt.Sprintf("status %d", res.StatusCode))
 	}
 
 	var emails []gitHubEmail
 	if err := common.DecodeJson(res.Body, &emails); err != nil {
-		logger.LogError(ctx, fmt.Sprintf("[OAuth-GitHub] GetVerifiedEmails decode error: %s", err.Error()))
+		logger.LogError(ctx, common.LogText("[OAuth-GitHub] GetVerifiedEmails decode error: %s", err.Error()))
 		return nil, err
 	}
 	verified := make([]string, 0, len(emails))
diff --git a/oauth/linuxdo.go b/oauth/linuxdo.go
index 10d7a43..8ca428a 100644
--- a/oauth/linuxdo.go
+++ b/oauth/linuxdo.go
@@ -12,7 +12,6 @@ import (
 	"time"
 
 	"github.com/QuantumNous/new-api/common"
-	"github.com/QuantumNous/new-api/i18n"
 	"github.com/QuantumNous/new-api/logger"
 	"github.com/QuantumNous/new-api/model"
 	"github.com/gin-gonic/gin"
@@ -44,7 +43,7 @@ func (p *LinuxDOProvider) IsEnabled() bool {
 
 func (p *LinuxDOProvider) ExchangeToken(ctx context.Context, code string, c *gin.Context) (*OAuthToken, error) {
 	if code == "" {
-		return nil, NewOAuthError(i18n.MsgOAuthInvalidCode, nil)
+		return nil, NewOAuthError(common.NewMessage(msgInvalidCode))
 	}
 
 	// Get access token using Basic auth
@@ -77,8 +76,8 @@ func (p *LinuxDOProvider) ExchangeToken(ctx context.Context, code string, c *gin
 	client := http.Client{Timeout: 5 * time.Second}
 	res, err := client.Do(req)
 	if err != nil {
-		logger.LogError(ctx, fmt.Sprintf("[OAuth-LinuxDO] ExchangeToken error: %s", err.Error()))
-		return nil, NewOAuthErrorWithRaw(i18n.MsgOAuthConnectFailed, map[string]any{"Provider": "Linux DO"}, err.Error())
+		logger.LogError(ctx, common.LogText("[OAuth-LinuxDO] ExchangeToken error: %s", err.Error()))
+		return nil, NewOAuthErrorWithRaw(common.NewMessage(msgConnectFailed, map[string]any{"provider": "Linux DO"}), err.Error())
 	}
 	defer res.Body.Close()
 
@@ -89,13 +88,13 @@ func (p *LinuxDOProvider) ExchangeToken(ctx context.Context, code string, c *gin
 		Message     string `json:"message"`
 	}
 	if err := json.NewDecoder(res.Body).Decode(&tokenRes); err != nil {
-		logger.LogError(ctx, fmt.Sprintf("[OAuth-LinuxDO] ExchangeToken decode error: %s", err.Error()))
+		logger.LogError(ctx, common.LogText("[OAuth-LinuxDO] ExchangeToken decode error: %s", err.Error()))
 		return nil, err
 	}
 
 	if tokenRes.AccessToken == "" {
-		logger.LogError(ctx, fmt.Sprintf("[OAuth-LinuxDO] ExchangeToken failed: %s", tokenRes.Message))
-		return nil, NewOAuthErrorWithRaw(i18n.MsgOAuthTokenFailed, map[string]any{"Provider": "Linux DO"}, tokenRes.Message)
+		logger.LogError(ctx, common.LogText("[OAuth-LinuxDO] ExchangeToken failed: %s", tokenRes.Message))
+		return nil, NewOAuthErrorWithRaw(common.NewMessage(msgTokenFailed, map[string]any{"provider": "Linux DO"}), tokenRes.Message)
 	}
 
 	logger.LogDebug(ctx, "[OAuth-LinuxDO] ExchangeToken success")
@@ -120,8 +119,8 @@ func (p *LinuxDOProvider) GetUserInfo(ctx context.Context, token *OAuthToken) (*
 	client := http.Client{Timeout: 5 * time.Second}
 	res, err := client.Do(req)
 	if err != nil {
-		logger.LogError(ctx, fmt.Sprintf("[OAuth-LinuxDO] GetUserInfo error: %s", err.Error()))
-		return nil, NewOAuthErrorWithRaw(i18n.MsgOAuthConnectFailed, map[string]any{"Provider": "Linux DO"}, err.Error())
+		logger.LogError(ctx, common.LogText("[OAuth-LinuxDO] GetUserInfo error: %s", err.Error()))
+		return nil, NewOAuthErrorWithRaw(common.NewMessage(msgConnectFailed, map[string]any{"provider": "Linux DO"}), err.Error())
 	}
 	defer res.Body.Close()
 
@@ -129,13 +128,13 @@ func (p *LinuxDOProvider) GetUserInfo(ctx context.Context, token *OAuthToken) (*
 
 	var linuxdoUser linuxdoUser
 	if err := json.NewDecoder(res.Body).Decode(&linuxdoUser); err != nil {
-		logger.LogError(ctx, fmt.Sprintf("[OAuth-LinuxDO] GetUserInfo decode error: %s", err.Error()))
+		logger.LogError(ctx, common.LogText("[OAuth-LinuxDO] GetUserInfo decode error: %s", err.Error()))
 		return nil, err
 	}
 
 	if linuxdoUser.Id == 0 {
-		logger.LogError(ctx, "[OAuth-LinuxDO] GetUserInfo failed: invalid user id")
-		return nil, NewOAuthError(i18n.MsgOAuthUserInfoEmpty, map[string]any{"Provider": "Linux DO"})
+		logger.LogError(ctx, common.LogText("[OAuth-LinuxDO] GetUserInfo failed: invalid user id"))
+		return nil, NewOAuthError(common.NewMessage(msgUserInfoEmpty, map[string]any{"provider": "Linux DO"}))
 	}
 
 	logger.LogDebug(ctx, "[OAuth-LinuxDO] GetUserInfo: id=%d, username=%s, name=%s, trust_level=%d, active=%v, silenced=%v",
@@ -143,7 +142,7 @@ func (p *LinuxDOProvider) GetUserInfo(ctx context.Context, token *OAuthToken) (*
 
 	// Check trust level
 	if linuxdoUser.TrustLevel < common.LinuxDOMinimumTrustLevel {
-		logger.LogWarn(ctx, fmt.Sprintf("[OAuth-LinuxDO] GetUserInfo: trust level too low (required=%d, current=%d)",
+		logger.LogWarn(ctx, common.LogText("[OAuth-LinuxDO] GetUserInfo: trust level too low (required=%d, current=%d)",
 			common.LinuxDOMinimumTrustLevel, linuxdoUser.TrustLevel))
 		return nil, &TrustLevelError{
 			Required: common.LinuxDOMinimumTrustLevel,
diff --git a/oauth/oidc.go b/oauth/oidc.go
index df9e51b..0ecc92c 100644
--- a/oauth/oidc.go
+++ b/oauth/oidc.go
@@ -9,7 +9,7 @@ import (
 	"strings"
 	"time"
 
-	"github.com/QuantumNous/new-api/i18n"
+	"github.com/QuantumNous/new-api/common"
 	"github.com/QuantumNous/new-api/logger"
 	"github.com/QuantumNous/new-api/model"
 	"github.com/QuantumNous/new-api/setting/system_setting"
@@ -50,7 +50,7 @@ func (p *OIDCProvider) IsEnabled() bool {
 
 func (p *OIDCProvider) ExchangeToken(ctx context.Context, code string, c *gin.Context) (*OAuthToken, error) {
 	if code == "" {
-		return nil, NewOAuthError(i18n.MsgOAuthInvalidCode, nil)
+		return nil, NewOAuthError(common.NewMessage(msgInvalidCode))
 	}
 
 	settings := system_setting.GetOIDCSettings()
@@ -76,8 +76,8 @@ func (p *OIDCProvider) ExchangeToken(ctx context.Context, code string, c *gin.Co
 	}
 	res, err := client.Do(req)
 	if err != nil {
-		logger.LogError(ctx, fmt.Sprintf("[OAuth-OIDC] ExchangeToken error: %s", err.Error()))
-		return nil, NewOAuthErrorWithRaw(i18n.MsgOAuthConnectFailed, map[string]any{"Provider": "OIDC"}, err.Error())
+		logger.LogError(ctx, common.LogText("[OAuth-OIDC] ExchangeToken error: %s", err.Error()))
+		return nil, NewOAuthErrorWithRaw(common.NewMessage(msgConnectFailed, map[string]any{"provider": "OIDC"}), err.Error())
 	}
 	defer res.Body.Close()
 
@@ -86,13 +86,13 @@ func (p *OIDCProvider) ExchangeToken(ctx context.Context, code string, c *gin.Co
 	var oidcResponse oidcOAuthResponse
 	err = json.NewDecoder(res.Body).Decode(&oidcResponse)
 	if err != nil {
-		logger.LogError(ctx, fmt.Sprintf("[OAuth-OIDC] ExchangeToken decode error: %s", err.Error()))
+		logger.LogError(ctx, common.LogText("[OAuth-OIDC] ExchangeToken decode error: %s", err.Error()))
 		return nil, err
 	}
 
 	if oidcResponse.AccessToken == "" {
-		logger.LogError(ctx, "[OAuth-OIDC] ExchangeToken failed: empty access token")
-		return nil, NewOAuthError(i18n.MsgOAuthTokenFailed, map[string]any{"Provider": "OIDC"})
+		logger.LogError(ctx, common.LogText("[OAuth-OIDC] ExchangeToken failed: empty access token"))
+		return nil, NewOAuthError(common.NewMessage(msgTokenFailed, map[string]any{"provider": "OIDC"}))
 	}
 
 	logger.LogDebug(ctx, "[OAuth-OIDC] ExchangeToken success: scope=%s", oidcResponse.Scope)
@@ -123,28 +123,28 @@ func (p *OIDCProvider) GetUserInfo(ctx context.Context, token *OAuthToken) (*OAu
 	}
 	res, err := client.Do(req)
 	if err != nil {
-		logger.LogError(ctx, fmt.Sprintf("[OAuth-OIDC] GetUserInfo error: %s", err.Error()))
-		return nil, NewOAuthErrorWithRaw(i18n.MsgOAuthConnectFailed, map[string]any{"Provider": "OIDC"}, err.Error())
+		logger.LogError(ctx, common.LogText("[OAuth-OIDC] GetUserInfo error: %s", err.Error()))
+		return nil, NewOAuthErrorWithRaw(common.NewMessage(msgConnectFailed, map[string]any{"provider": "OIDC"}), err.Error())
 	}
 	defer res.Body.Close()
 
 	logger.LogDebug(ctx, "[OAuth-OIDC] GetUserInfo response status: %d", res.StatusCode)
 
 	if res.StatusCode != http.StatusOK {
-		logger.LogError(ctx, fmt.Sprintf("[OAuth-OIDC] GetUserInfo failed: status=%d", res.StatusCode))
-		return nil, NewOAuthError(i18n.MsgOAuthGetUserErr, nil)
+		logger.LogError(ctx, common.LogText("[OAuth-OIDC] GetUserInfo failed: status=%d", res.StatusCode))
+		return nil, NewOAuthError(common.NewMessage(msgGetUserFailed))
 	}
 
 	var oidcUser oidcUser
 	err = json.NewDecoder(res.Body).Decode(&oidcUser)
 	if err != nil {
-		logger.LogError(ctx, fmt.Sprintf("[OAuth-OIDC] GetUserInfo decode error: %s", err.Error()))
+		logger.LogError(ctx, common.LogText("[OAuth-OIDC] GetUserInfo decode error: %s", err.Error()))
 		return nil, err
 	}
 
 	if oidcUser.OpenID == "" || oidcUser.Email == "" {
-		logger.LogError(ctx, fmt.Sprintf("[OAuth-OIDC] GetUserInfo failed: empty fields (sub=%s, email=%s)", oidcUser.OpenID, oidcUser.Email))
-		return nil, NewOAuthError(i18n.MsgOAuthUserInfoEmpty, map[string]any{"Provider": "OIDC"})
+		logger.LogError(ctx, common.LogText("[OAuth-OIDC] GetUserInfo failed: empty fields (sub=%s, email=%s)", oidcUser.OpenID, oidcUser.Email))
+		return nil, NewOAuthError(common.NewMessage(msgUserInfoEmpty, map[string]any{"provider": "OIDC"}))
 	}
 
 	logger.LogDebug(ctx, "[OAuth-OIDC] GetUserInfo success: sub=%s, username=%s, name=%s, email=%s", oidcUser.OpenID, oidcUser.PreferredUsername, oidcUser.Name, oidcUser.Email)
diff --git a/oauth/registry.go b/oauth/registry.go
index b49a6ca..4ce9b9d 100644
--- a/oauth/registry.go
+++ b/oauth/registry.go
@@ -111,7 +111,7 @@ func LoadCustomProviders() error {
 	// Load all custom providers from database
 	customProviders, err := model.GetAllCustomOAuthProviders()
 	if err != nil {
-		common.SysError("Failed to load custom OAuth providers: " + err.Error())
+		common.SysError(common.LogText("Failed to load custom OAuth providers: %s", err.Error()))
 		return err
 	}
 
@@ -124,10 +124,10 @@ func LoadCustomProviders() error {
 			conflict = err
 			continue
 		}
-		common.SysLog("Loaded custom OAuth provider: " + config.Name + " (" + config.Slug + ")")
+		common.SysLog(common.LogText("Loaded custom OAuth provider: %s (%s)", config.Name, config.Slug))
 	}
 
-	common.SysLog(fmt.Sprintf("Loaded %d custom OAuth providers", len(customProviders)))
+	common.SysLog(common.LogText("Loaded %d custom OAuth providers", len(customProviders)))
 	return conflict
 }
 
diff --git a/oauth/types.go b/oauth/types.go
index f59848d..29f7bf7 100644
--- a/oauth/types.go
+++ b/oauth/types.go
@@ -1,5 +1,7 @@
 package oauth
 
+import "github.com/QuantumNous/new-api/common"
+
 // OAuthToken represents the token received from OAuth provider
 type OAuthToken struct {
 	AccessToken  string `json:"access_token"`
@@ -25,12 +27,19 @@ type OAuthUser struct {
 	Extra map[string]any
 }
 
+// Texts of OAuthError that the web console translates.
+const (
+	msgInvalidCode   = "Invalid authorization code"
+	msgTokenFailed   = "Failed to get token from {{provider}}, please check settings"
+	msgUserInfoEmpty = "{{provider}} returned empty user info, please check settings"
+	msgConnectFailed = "Unable to connect to {{provider}} server, please try again later"
+	msgGetUserFailed = "Failed to get user information"
+)
+
 // OAuthError represents a translatable OAuth error
 type OAuthError struct {
-	// MsgKey is the i18n message key
-	MsgKey string
-	// Params contains optional parameters for the message template
-	Params map[string]any
+	// Message is the text the web console translates
+	Message *common.Message
 	// RawError is the underlying error for logging purposes
 	RawError string
 }
@@ -39,24 +48,17 @@ func (e *OAuthError) Error() string {
 	if e.RawError != "" {
 		return e.RawError
 	}
-	return e.MsgKey
+	return e.Message.Error()
 }
 
-// NewOAuthError creates a new OAuth error with the given message key
-func NewOAuthError(msgKey string, params map[string]any) *OAuthError {
-	return &OAuthError{
-		MsgKey: msgKey,
-		Params: params,
-	}
+// NewOAuthError creates a new OAuth error with the given web console message
+func NewOAuthError(message *common.Message) *OAuthError {
+	return &OAuthError{Message: message}
 }
 
 // NewOAuthErrorWithRaw creates a new OAuth error with raw error message for logging
-func NewOAuthErrorWithRaw(msgKey string, params map[string]any, rawError string) *OAuthError {
-	return &OAuthError{
-		MsgKey:   msgKey,
-		Params:   params,
-		RawError: rawError,
-	}
+func NewOAuthErrorWithRaw(message *common.Message, rawError string) *OAuthError {
+	return &OAuthError{Message: message, RawError: rawError}
 }
 
 // AccessDeniedError is a direct user-facing access denial message.
diff --git a/pkg/billingexpr/expr.md b/pkg/billingexpr/expr.md
index 85af917..3c47b0a 100644
--- a/pkg/billingexpr/expr.md
+++ b/pkg/billingexpr/expr.md
@@ -132,11 +132,11 @@ Gemini 音频输入使用旧结算实际采用的美元单价生成 `ai`，不
 转换生成音频请求与纯文本请求两个分支。音频分支使用 `max(len - ai, 0)` 计量普通输入，避免纯文本
 分支中引用的缓存变量改变音频费用。Gemini 文本结算仍保留缓存/音频交叠后的输入余量零下限。
 只读 `billing_details` 为预览提供实际音频单价、图片数量和请求倍率规则，不成为新的持久化价格来源。
-同一计费名在 Gemini/兼容音频入口存在相互冲突的单价，或活动图片渠道采用不同请求倍率时，
+同一计费名在 Gemini/兼容音频入口存在相互冲突的单价时，
 转换返回该具体冲突，不能静默选择其中一条规则覆盖其他入口。
 
-图片按次价格转换为 `tier("image", fixed(price)) * image_count`，再追加旧尺寸、质量及适用的
-prompt_extend 条件倍率。DALL·E 尺寸/质量规则按原始请求模型名生成，模型映射不会额外引入这些规则。
+图片按次价格转换为 `tier("image", fixed(price)) * image_count`，再追加旧尺寸、质量条件倍率。
+DALL·E 尺寸/质量规则按原始请求模型名生成，模型映射不会额外引入这些规则。
 OpenAI 已于 2026-05-12 下线 DALL·E 2/3；其校验、默认值和倍率保留在独立 legacy 文件，
 仅用于历史配置及兼容上游。转换从 DTO 的旧计费逻辑获取倍率，不维护第二份价格表。
 图片 token 定价不额外乘数量。所有金额和倍率固化在表达式中，不再叠加旧 OtherRatios。
@@ -145,13 +145,16 @@ OpenAI 已于 2026-05-12 下线 DALL·E 2/3；其校验、默认值和倍率保
 
 `image_count` 是独立于 token 的计费数量。省略上下文时默认 1；提供的数量必须是 1 到
 `dto.MaxImageN`（128）的整数。固定价格语法允许它作为乘数，仍禁止用 token 乘固定价格。
-图片入口只解析一次 provider 计费标量并随请求携带。Ali 遵循 `parameters.n → n → 1` 的优先级：
-缺失或 `null` 的嵌套数量回退顶层，显式 `parameters.n=0` 返回 400；顶层 `n=0` 仍兼容为 1。
-Ali JSON 和 multipart 请求都明确发送该生效数量。每次渠道重试或参数覆盖之后，再校验最终上游数量并在发送前补足预留，
+图片入口只解析一次 provider 计费标量并随请求携带。数量来自顶层 `n`（`n=0` 兼容为 1）；
+`parameters.n` 仍在入口校验范围，但不再覆盖计费数量。每次渠道重试或参数覆盖之后，再校验最终上游数量并在发送前补足预留，
 图片钱包预留使用原子余额检查，不能通过增加数量形成欠费后继续提交。
 `estimated_image_count` 保存本次发送前的数量；JSON/multipart 图片参数上下文只保留计费需要的标量，不保留图片或提示词内容。
-结算使用独立的实际数量，不修改被冻结的 `param("n")`。非法 Ali usage 数量记录诊断，并回退有效图片列表数量；缺少有效实际数量时保持发送数量。正常结束
+结算使用独立的实际数量，不修改被冻结的 `param("n")`。正常结束
 的 SSE 可以减少数量，客户端提前断开不能减少应收数量。最终消费日志记录 `image_count`。
+阿里百炼图片模型（万相、Qwen-Image、Z-Image）由 alibaba 任务插件通过 `openai_image` 宿主协议承接：
+其数量是任务用量事实 `u("image_count")`，提交时按请求数量预留，完成时按上游 `usage.image_count`
+（Qwen-Image-3.0 为 `usage.output_image_count`）或按各 `choices[].message.content[]` / `results[]`
+中的图片载荷数结算，任务消费日志同样记录 `image_count`。
 
 > **注意：** 自动扣除针对 GPT/OpenAI 格式的 API（prompt_tokens 包含子类别）。Claude 格式的 API 不重复扣除缓存；未独立计价的缓存读取加回输入。系统根据上游返回格式自动处理。
 
@@ -272,7 +275,10 @@ The usage-log UI treats `request_rules` as the authoritative rule list and rende
 
 Task plugins can expose validated, provider-specific billing facts through
 `meta.usageSchema`. Expressions read those facts with `u("key")`. A literal key
-must be declared by the plugin schema before the expression can be saved.
+must be declared by the plugin schema before the expression can be saved. A
+single-plugin model's unchanged stored expression, and its unchanged provider
+override, stay saveable after the plugin narrows the model's profile; any edit
+must follow the current profile.
 
 Multiple plugins may serve the same model with different usage schemas. The
 executing channel identifies the plugin; clients do not select a billing
@@ -323,7 +329,9 @@ pricing and expression-save APIs use the declared target; an ambiguous alias
 with multiple targets in the same plugin retains the plugin defaults. Request
 and usage validation use the executing plugin and final upstream model. Polling
 selects metadata from each saved task's model, including in mixed-model batches.
-Unmatched models and plugins without profiles retain the plugin defaults.
+An upstream name that no profile declares, such as a channel mapping to a vendor
+endpoint ID, falls back to the client-facing model's profile. Unmatched models
+and plugins without profiles retain the plugin defaults.
 
 Profiles do not introduce a request-body whitelist or remove legacy multiplier
 extensions. Numeric hook facts retain a consistent floating-point representation
@@ -450,10 +458,12 @@ On save, the expression is validated:
 When a request arrives and the model uses `tiered_expr` billing:
 1. Loads expression from `billing_setting.GetBillingExpr()`
 2. Builds `RequestInput` (headers + body) for `param()` / `header()` functions
-3. Runs expression with estimated tokens: `RunExprWithRequest(expr, {P, C}, requestInput)`
-4. Converts output to quota: `rawCost / 1,000,000 * QuotaPerUnit`
+3. Runs the expression with locally estimated input tokens (`P` and `Len`) and zero output tokens (`C=0`). Client output limits do not affect the reservation. If request token estimation is disabled, the estimated input is zero.
+4. Converts output to quota: `rawCost / 1,000,000 * QuotaPerUnit`. For token-priced leaves, multiplies this reservation by `quota_setting.pre_consume_multiplier` (default 1; any finite positive decimal). The multiplier does not change context-length tier selection, actual settlement, or request-priced leaves. The snapshot freezes the multiplier for image quantity retries; group retries reuse the multiplied reservation. Older snapshots with no multiplier retain a factor of 1.
 5. Creates `BillingSnapshot` and stores it on `RelayInfo`. Expression and request state stay frozen for settlement. An auto-group retry refreshes group-dependent fields from the selected group before the next upstream attempt. If a free initial group skipped pre-consume and the retry selects a paid group, the billing session is created before that attempt. If an existing session moves to a more expensive group, its reservation is raised to that group's estimate before sending; cheaper groups are refunded only after actual usage is settled.
 
+Wallet trust bypass uses `quota_setting.trust_quota_usd` (default 10 USD; 0 disables bypass). Both the wallet and any limited API token must exceed the threshold. The wallet must still cover the estimated reservation before bypass is considered. Subscriptions and asynchronous tasks do not use this bypass. Legacy token-ratio pricing also reserves estimated input cost times the multiplier, without the former `PreConsumedQuota` floor or output-token estimate. Task usage pricing is unchanged.
+
 ### 4. Settlement (Actual Billing)
 
 **Files**: `service/tiered_settle.go`, `pkg/billingexpr/settle.go`
diff --git a/pkg/billingexpr/types.go b/pkg/billingexpr/types.go
index 2661637..632b17c 100644
--- a/pkg/billingexpr/types.go
+++ b/pkg/billingexpr/types.go
@@ -72,6 +72,7 @@ type BillingSnapshot struct {
 	GroupRatio                float64        `json:"group_ratio"`
 	EstimatedPromptTokens     int            `json:"estimated_prompt_tokens"`
 	EstimatedCompletionTokens int            `json:"estimated_completion_tokens"`
+	PreConsumeMultiplier      float64        `json:"pre_consume_multiplier,omitempty"` // Reservation only; zero in older snapshots means 1.
 	EstimatedQuotaBeforeGroup float64        `json:"estimated_quota_before_group"`
 	EstimatedQuotaAfterGroup  int            `json:"estimated_quota_after_group"`
 	EstimatedTier             string         `json:"estimated_tier"`
diff --git a/pkg/jsplugin/engine.go b/pkg/jsplugin/engine.go
index 4b2a2f8..ced7e43 100644
--- a/pkg/jsplugin/engine.go
+++ b/pkg/jsplugin/engine.go
@@ -2,16 +2,23 @@ package jsplugin
 
 import (
 	"context"
+	"encoding"
+	"encoding/json"
 	"errors"
 	"fmt"
+	"maps"
+	"math/big"
+	"reflect"
 	"regexp"
 	"slices"
 	"strings"
+	"sync"
 	"time"
+	"unsafe"
 
+	"github.com/Calcium-Ion/moejs"
+	"github.com/QuantumNous/new-api/common"
 	"github.com/QuantumNous/new-api/logger"
-	"github.com/grafana/sobek"
-	"github.com/grafana/sobek/parser"
 )
 
 const (
@@ -46,6 +53,21 @@ func (e *HookError) Unwrap() error {
 	return e.wrapped
 }
 
+// ResultError reports a hook result that CallInto could not store: one the
+// host codec cannot encode (a NaN, an infinity, a cycle) or one the target's
+// type rejects. Its message is the codec's.
+type ResultError struct {
+	err error
+}
+
+func (e *ResultError) Error() string {
+	return e.err.Error()
+}
+
+func (e *ResultError) Unwrap() error {
+	return e.err
+}
+
 func newHookError(hook, rawMessage string, wrapped error) *HookError {
 	var b strings.Builder
 	b.Grow(len(rawMessage))
@@ -67,37 +89,6 @@ func newHookError(hook, rawMessage string, wrapped error) *HookError {
 	return &HookError{Hook: hook, Message: message, wrapped: wrapped}
 }
 
-func hookErrorFromException(hook string, exc *sobek.Exception, wrapped error) (hookErr *HookError) {
-	// Reading message/toString executes plugin getters, which can throw again
-	// and panic sobek. By this point the caller's recover is already consumed,
-	// so a second panic would crash the process; fall back to a blank message.
-	defer func() {
-		if recover() != nil {
-			hookErr = newHookError(hook, "", wrapped)
-		}
-	}()
-	raw := ""
-	if exc != nil {
-		if val := exc.Value(); val != nil && !sobek.IsUndefined(val) && !sobek.IsNull(val) {
-			gotMessage := false
-			if obj, ok := val.(*sobek.Object); ok {
-				if msg := obj.Get("message"); msg != nil && !sobek.IsUndefined(msg) && !sobek.IsNull(msg) {
-					raw = msg.String()
-					gotMessage = true
-				}
-			}
-			if !gotMessage {
-				if exported, ok := val.Export().(string); ok {
-					raw = exported
-				} else {
-					raw = val.String()
-				}
-			}
-		}
-	}
-	return newHookError(hook, raw, wrapped)
-}
-
 var forbiddenSyntax = regexp.MustCompile(`(?m)(^|[^A-Za-z0-9_$])(async|await|import)([^A-Za-z0-9_$]|$)`)
 
 type Options struct {
@@ -115,15 +106,36 @@ type Engine struct {
 	timeout   time.Duration
 	now       func() time.Time
 	log       func(string)
-	module    *sobek.SourceTextModuleRecord
+	module    *moejs.Module
 	pool      chan *runtimeInstance
 	semaphore chan struct{}
+	// parked bounds the runtimes that lent their slot to other calls while
+	// utils.fetch waits on the network; its capacity is the concurrency.
+	parked  chan struct{}
+	hooksMu sync.RWMutex
+	hooks   map[hookKey]moejs.Hook
+	// exports holds the exports that were not undefined once the module
+	// loaded; it is written only by Compile.
+	exports map[string]struct{}
 }
 
+// hookKey names a cached hook handle. Contract hooks are an export and at
+// most two members (protocols.<name>.<hook>); longer paths only come from
+// fixture requests and are resolved on every call.
+type hookKey struct {
+	export  string
+	members [2]string
+	depth   int
+}
+
+// Fixture requests name arbitrary members, so the handle cache is bounded.
+const maxCachedHooks = 256
+
 type runtimeInstance struct {
-	runtime    *sobek.Runtime
-	module     sobek.ModuleInstance
+	runtime    *moejs.Runtime
 	logContext *runtimeLogContext
+	// call is the hook call running on the runtime, nil between calls.
+	call *runtimeCall
 }
 
 type runtimeLogContext struct {
@@ -131,23 +143,21 @@ type runtimeLogContext struct {
 }
 
 // Compile performs upload-time syntax checks and compiles an ESM plugin once.
-// All Sobek-specific module and runtime handling is intentionally kept here.
+// All engine-specific module and runtime handling is intentionally kept here.
 func Compile(source string, options Options) (*Engine, error) {
 	if match := forbiddenSyntax.FindString(sourceWithoutCommentsAndStrings(source)); match != "" {
 		return nil, fmt.Errorf("unsupported plugin syntax %q: plugins must be synchronous and cannot import modules", strings.TrimSpace(match))
 	}
 
-	resolve := func(_ any, specifier string) (sobek.ModuleRecord, error) {
-		return nil, fmt.Errorf("plugin imports are disabled: %s", specifier)
-	}
-	// Plugin source is untrusted; without this option a sourceMappingURL
-	// comment makes the parser read arbitrary server files via os.ReadFile.
-	module, err := sobek.ParseModule(options.Key+".js", source, resolve, parser.WithDisableSourceMaps)
+	// The compiler never reads files, so a sourceMappingURL comment in
+	// untrusted source stays inert.
+	module, err := moejs.Compile(options.Key+".js", source)
 	if err != nil {
 		return nil, fmt.Errorf("compile plugin: %w", err)
 	}
-	if err = module.Link(); err != nil {
-		return nil, fmt.Errorf("link plugin: %w", err)
+	// export ... from has no import keyword; the host links no modules.
+	if requests := module.Requests(); len(requests) > 0 {
+		return nil, fmt.Errorf("unsupported plugin syntax: re-export from %q: plugins must be synchronous and cannot import modules", requests[0])
 	}
 
 	timeout := options.Timeout
@@ -171,20 +181,28 @@ func Compile(source string, options Options) (*Engine, error) {
 		log:       options.Log,
 		module:    module,
 		semaphore: make(chan struct{}, concurrency),
+		parked:    make(chan struct{}, concurrency),
 		pool:      make(chan *runtimeInstance, concurrency),
+		hooks:     make(map[hookKey]moejs.Hook),
+		exports:   make(map[string]struct{}),
 	}
 	instance, err := engine.newRuntime(context.Background())
 	if err != nil {
 		return nil, err
 	}
+	for _, name := range module.Exports() {
+		if value, found := instance.runtime.Export(name); found && !value.IsUndefined() {
+			engine.exports[name] = struct{}{}
+		}
+	}
 	instance.logContext.context = nil
 	engine.putRuntime(instance)
 	return engine, nil
 }
 
-// Export returns one module export without exposing Sobek values outside the
+// Export returns one module export without exposing engine values outside the
 // engine boundary. It is used for declarative exports such as meta.
-func (e *Engine) Export(ctx context.Context, exportName string) (result any, err error) {
+func (e *Engine) Export(ctx context.Context, exportName string) (any, error) {
 	select {
 	case e.semaphore <- struct{}{}:
 		defer func() { <-e.semaphore }()
@@ -205,58 +223,49 @@ func (e *Engine) Export(ctx context.Context, exportName string) (result any, err
 		}
 	}()
 	timedOut := errors.New("plugin export timed out")
-	stopInterrupt := watchRuntimeContext(instance.runtime, ctx, e.timeout, timedOut)
-	defer stopInterrupt()
-	defer func() {
-		if recovered := recover(); recovered != nil {
-			reusable = false
-			switch value := recovered.(type) {
-			case *sobek.InterruptedError:
-				err = fmt.Errorf("plugin %s@%s export %s interrupted: %v", e.key, e.version, exportName, value.Value())
-			case *sobek.Exception:
-				err = fmt.Errorf("plugin %s@%s export %s failed: %v", e.key, e.version, exportName, value)
-			default:
-				panic(recovered)
-			}
-		}
-	}()
-	value := instance.module.GetBindingValue(exportName)
-	if value == nil || sobek.IsUndefined(value) {
+	watchdog := watchRuntimeContext(instance.runtime, ctx, e.timeout, timedOut)
+	defer watchdog.stop()
+	value, found := instance.runtime.Export(exportName)
+	if !found || value.IsUndefined() {
 		return nil, fmt.Errorf("plugin export %q not found", exportName)
 	}
-	return value.Export(), nil
+	result, err := instance.runtime.ToGo(value)
+	if err == nil {
+		return result, nil
+	}
+	reusable = false
+	var interrupted *moejs.InterruptedError
+	if errors.As(err, &interrupted) {
+		return nil, fmt.Errorf("plugin %s@%s export %s interrupted: %w", e.key, e.version, exportName, interruptCause(interrupted))
+	}
+	var exception *moejs.Exception
+	errors.As(err, &exception)
+	return nil, fmt.Errorf("plugin %s@%s export %s failed: %w%s", e.key, e.version, exportName, err, thrownAt(instance.runtime, exception))
 }
 
-// HasExport reports whether a module export exists. Optional contract hooks
-// should be detected with this method instead of relying on engine errors.
-func (e *Engine) HasExport(ctx context.Context, exportName string) (bool, error) {
-	select {
-	case e.semaphore <- struct{}{}:
-		defer func() { <-e.semaphore }()
-	case <-ctx.Done():
-		return false, ctx.Err()
-	}
-	instance, err := e.getRuntime(ctx)
-	if err != nil {
-		return false, err
-	}
-	defer func() {
-		instance.logContext.context = nil
-		e.putRuntime(instance)
-	}()
-	value := instance.module.GetBindingValue(exportName)
-	return value != nil && !sobek.IsUndefined(value), nil
+// HasExport reports whether a module export was defined when the plugin
+// loaded: an export that was undefined then counts as absent, and a later
+// assignment is not seen. Optional contract hooks should be detected with
+// this method instead of relying on engine errors. It runs no JavaScript, so
+// it neither waits for nor takes a call slot.
+func (e *Engine) HasExport(exportName string) bool {
+	_, found := e.exports[exportName]
+	return found
 }
 
 // HasCallablePath reports whether an exported value, or a nested member below
 // it, exists and is callable.
-func (e *Engine) HasCallablePath(ctx context.Context, exportName string, members ...string) (found bool, err error) {
+func (e *Engine) HasCallablePath(ctx context.Context, exportName string, members ...string) (bool, error) {
 	select {
 	case e.semaphore <- struct{}{}:
 		defer func() { <-e.semaphore }()
 	case <-ctx.Done():
 		return false, ctx.Err()
 	}
+	hook, err := e.hook(exportName, members)
+	if err != nil {
+		return false, nil
+	}
 	instance, err := e.getRuntime(ctx)
 	if err != nil {
 		return false, err
@@ -270,45 +279,72 @@ func (e *Engine) HasCallablePath(ctx context.Context, exportName string, members
 		}
 	}()
 	timedOut := errors.New("plugin inspection timed out")
-	stopInterrupt := watchRuntimeContext(instance.runtime, ctx, e.timeout, timedOut)
-	defer stopInterrupt()
-	defer func() {
-		if recovered := recover(); recovered != nil {
-			reusable = false
-			hookName := strings.Join(append([]string{exportName}, members...), ".")
-			switch value := recovered.(type) {
-			case *sobek.InterruptedError:
-				err = fmt.Errorf("plugin %s@%s hook %s inspection interrupted: %v", e.key, e.version, hookName, value.Value())
-			case *sobek.Exception:
-				err = fmt.Errorf("plugin %s@%s hook %s inspection failed: %v", e.key, e.version, hookName, value)
-			default:
-				panic(recovered)
-			}
-		}
-	}()
-	value, _, found := resolveExportPath(instance, exportName, members)
-	if !found {
-		return false, nil
+	watchdog := watchRuntimeContext(instance.runtime, ctx, e.timeout, timedOut)
+	defer watchdog.stop()
+	found, err := instance.runtime.Has(hook)
+	if err == nil {
+		return found, nil
 	}
-	_, callable := sobek.AssertFunction(value)
-	return callable, nil
+	reusable = false
+	var interrupted *moejs.InterruptedError
+	if errors.As(err, &interrupted) {
+		return false, fmt.Errorf("plugin %s@%s hook %s inspection interrupted: %w", e.key, e.version, hook.Name(), interruptCause(interrupted))
+	}
+	var exception *moejs.Exception
+	errors.As(err, &exception)
+	return false, fmt.Errorf("plugin %s@%s hook %s inspection failed: %w%s", e.key, e.version, hook.Name(), err, thrownAt(instance.runtime, exception))
 }
 
+// RawJSON is a hook argument given as JSON text: the hook receives JSON.parse
+// of it, members in order, whether it is an argument or inside one, with no Go
+// values built in between; text nested too deep for JSON.parse is decoded with
+// the host codec instead. The engine parses the bytes in place, without the
+// copy ParseJSON makes, and strings of the call's result may share them, so
+// the caller must never change them once passed.
+type RawJSON []byte
+
 // Call invokes one named module export and returns its JSON-compatible value.
 func (e *Engine) Call(ctx context.Context, exportName string, args ...any) (result any, err error) {
-	return e.call(ctx, 0, exportName, nil, args...)
+	result, _, err = e.call(ctx, callOptions{}, exportName, nil, args...)
+	return result, err
+}
+
+// CallInto invokes one named module export and stores its result in target as
+// the host codec decodes the encoding of the value Call returns, without that
+// round trip for plain results. A result the codec cannot encode or target's
+// type rejects is a *ResultError, and target may then hold part of it.
+func (e *Engine) CallInto(ctx context.Context, target any, exportName string, args ...any) error {
+	_, _, err := e.call(ctx, callOptions{target: target}, exportName, nil, args...)
+	return err
+}
+
+// CallJSONInto is CallInto with the semantics of JSON.stringify's text of the
+// result instead of the host codec's encoding: objects keep their member
+// order, which a json.RawMessage in target receives as text, members whose
+// value is undefined are left out and toJSON runs.
+func (e *Engine) CallJSONInto(ctx context.Context, target any, exportName string, args ...any) error {
+	_, _, err := e.call(ctx, callOptions{target: target, stringify: true}, exportName, nil, args...)
+	return err
 }
 
 // CallMember invokes a function stored on an exported object, such as a
 // renderer in the renderers export.
 func (e *Engine) CallMember(ctx context.Context, exportName, memberName string, args ...any) (result any, err error) {
-	return e.call(ctx, 0, exportName, []string{memberName}, args...)
+	result, _, err = e.call(ctx, callOptions{}, exportName, []string{memberName}, args...)
+	return result, err
 }
 
 // CallPath invokes a function nested below an exported object. It is used for
 // protocol hooks such as protocols.openai_responses.renderEvents.
 func (e *Engine) CallPath(ctx context.Context, exportName string, members []string, args ...any) (result any, err error) {
-	return e.call(ctx, 0, exportName, members, args...)
+	result, _, err = e.call(ctx, callOptions{}, exportName, members, args...)
+	return result, err
+}
+
+// CallPathInto is CallInto for a function nested below an exported object.
+func (e *Engine) CallPathInto(ctx context.Context, target any, exportName string, members []string, args ...any) error {
+	_, _, err := e.call(ctx, callOptions{target: target}, exportName, members, args...)
+	return err
 }
 
 // CallPathWithAdmissionTimeout gives long-lived observers a separate bound for
@@ -322,89 +358,191 @@ func (e *Engine) CallPathWithAdmissionTimeout(
 	members []string,
 	args ...any,
 ) (result any, err error) {
-	return e.call(ctx, admissionTimeout, exportName, members, args...)
+	result, _, err = e.call(ctx, callOptions{admissionTimeout: admissionTimeout}, exportName, members, args...)
+	return result, err
 }
 
-func (e *Engine) call(
+// CallPathWithMemberJSON is CallPathWithAdmissionTimeout that also returns the
+// result's member as the text JSON.stringify writes for it, which keeps the
+// member order of its objects. The text is nil when member is empty or the
+// result has no such member.
+func (e *Engine) CallPathWithMemberJSON(
 	ctx context.Context,
 	admissionTimeout time.Duration,
+	member string,
 	exportName string,
 	members []string,
 	args ...any,
-) (result any, err error) {
-	if err = e.acquireCallSlot(ctx, admissionTimeout); err != nil {
-		return nil, err
-	}
-	defer func() { <-e.semaphore }()
+) (result any, text json.RawMessage, err error) {
+	return e.call(ctx, callOptions{admissionTimeout: admissionTimeout, jsonMember: member}, exportName, members, args...)
+}
 
+// callOptions is what a hook call does besides calling: the bound on waiting
+// for a JavaScript slot, the Go value the result is stored in instead of
+// being returned (from its JSON.stringify text when stringify is set), and a
+// member of the result also returned as JSON text.
+type callOptions struct {
+	admissionTimeout time.Duration
+	target           any
+	stringify        bool
+	jsonMember       string
+}
+
+func (e *Engine) call(ctx context.Context, opts callOptions, exportName string, members []string, args ...any) (any, json.RawMessage, error) {
+	if err := e.acquireCallSlot(ctx, opts.admissionTimeout); err != nil {
+		return nil, nil, err
+	}
+	call := &runtimeCall{engine: e, ctx: ctx, holdsSlot: true}
+	// utils.fetch may lend the slot out; return what the call holds now.
+	defer call.release()
+
+	hook, err := e.hook(exportName, members)
+	if err != nil {
+		if len(members) == 0 {
+			return nil, nil, fmt.Errorf("plugin export %q not found", exportName)
+		}
+		return nil, nil, fmt.Errorf("plugin hook %q not found", exportName)
+	}
 	instance, err := e.getRuntime(ctx)
 	if err != nil {
-		return nil, err
+		return nil, nil, err
 	}
+	call.runtime, call.hook = instance.runtime, hook.Name()
+	call.fetcher, _ = ctx.Value(fetcherContextKey{}).(Fetcher)
+	instance.call = call
 	reusable := true
 	defer func() {
 		instance.runtime.ClearInterrupt()
 		instance.logContext.context = nil
+		instance.call = nil
 		if reusable {
+			// An idle pooled runtime must not keep this call's request
+			// data alive.
+			instance.runtime.ReleaseCallData()
 			e.putRuntime(instance)
 		}
 	}()
 
-	hookName := strings.Join(append([]string{exportName}, members...), ".")
-	timedOut := errors.New("plugin call timed out")
-	stopInterrupt := watchRuntimeContext(instance.runtime, ctx, e.timeout, timedOut)
-	defer stopInterrupt()
-	defer func() {
-		if recovered := recover(); recovered != nil {
-			reusable = false
-			switch value := recovered.(type) {
-			case *sobek.InterruptedError:
-				err = fmt.Errorf("plugin %s@%s hook %s interrupted: %v", e.key, e.version, hookName, value.Value())
-			case *sobek.Exception:
-				wrapped := fmt.Errorf("plugin %s@%s hook %s failed: %v", e.key, e.version, hookName, value)
-				err = hookErrorFromException(hookName, value, wrapped)
-			default:
-				panic(recovered)
+	callArgs := make([]moejs.Value, 0, 4)
+	for index, arg := range args {
+		var converted moejs.Value
+		if raw, ok := arg.(RawJSON); !ok {
+			value, _ := pluginValue(instance.runtime, arg, 0)
+			converted, err = instance.runtime.FromGo(value)
+		} else if converted, err = instance.runtime.ParseJSONString(unsafe.String(unsafe.SliceData(raw), len(raw))); err != nil {
+			// JSON.parse stops at a lower nesting depth than the host codec.
+			var decoded any
+			if err = common.Unmarshal(raw, &decoded); err == nil {
+				converted, err = instance.runtime.FromGo(decoded)
 			}
 		}
-	}()
-
-	value, resolvedHookName, found := resolveExportPath(instance, exportName, members)
-	hookName = resolvedHookName
-	if !found {
-		if len(members) == 0 {
-			return nil, fmt.Errorf("plugin export %q not found", exportName)
+		if err != nil {
+			return nil, nil, fmt.Errorf("plugin %s@%s hook %s argument %d: %w", e.key, e.version, hook.Name(), index+1, err)
 		}
-		return nil, fmt.Errorf("plugin hook %q not found", hookName)
-	}
-	if value == nil || sobek.IsUndefined(value) {
-		return nil, fmt.Errorf("plugin export %q not found", exportName)
-	}
-	callable, ok := sobek.AssertFunction(value)
-	if !ok {
-		return nil, fmt.Errorf("plugin hook %q is not a function", hookName)
+		callArgs = append(callArgs, converted)
 	}
 
-	callArgs := make([]sobek.Value, len(args))
-	for i, arg := range args {
-		callArgs[i] = instance.runtime.ToValue(arg)
-	}
+	timedOut := errors.New("plugin call timed out")
+	call.watchdog = watchRuntimeContext(instance.runtime, ctx, e.timeout, timedOut)
+	// utils.fetch pauses and restarts the watchdog; stop whichever watch is
+	// current when the call ends.
+	defer call.watchdog.stop()
 
-	value, err = callable(sobek.Undefined(), callArgs...)
-	if err != nil {
-		var interrupted *sobek.InterruptedError
+	value, err := instance.runtime.Call(hook, callArgs...)
+	var interrupted *moejs.InterruptedError
+	var exception *moejs.Exception
+	if err == nil {
+		var result any
+		var memberText json.RawMessage
+		switch {
+		case opts.target != nil && opts.stringify:
+			err = instance.runtime.Unmarshal(value, opts.target)
+		case opts.target != nil:
+			err = instance.runtime.ToGoInto(value, opts.target)
+		default:
+			result, err = instance.runtime.ToGo(value)
+		}
+		if err == nil && opts.jsonMember != "" {
+			// After the result's Go value: AppendJSON may run a toJSON or
+			// a getter, which ToGo never does.
+			var member moejs.Value
+			if member, err = instance.runtime.Get(value, opts.jsonMember); err == nil && !member.IsUndefined() {
+				memberText, err = instance.runtime.AppendJSON(nil, member)
+			}
+		}
+		if err == nil {
+			return result, memberText, nil
+		}
 		if errors.As(err, &interrupted) {
 			reusable = false
-			return nil, fmt.Errorf("plugin %s@%s hook %s failed: %w", e.key, e.version, hookName, err)
+			return nil, nil, fmt.Errorf("plugin %s@%s hook %s interrupted: %w", e.key, e.version, hook.Name(), interruptCause(interrupted))
 		}
-		wrapped := fmt.Errorf("plugin %s@%s hook %s failed: %w", e.key, e.version, hookName, err)
-		var exc *sobek.Exception
-		if errors.As(err, &exc) {
-			return nil, hookErrorFromException(hookName, exc, wrapped)
+		// Past ToGo's errors, ToGoInto fails as json.Marshal and
+		// json.Unmarshal do, which is the host codec (common/json.go), and
+		// Unmarshal and AppendJSON as JSON.stringify does (a BigInt, a cycle).
+		var internal *moejs.InternalError
+		if (opts.target != nil || opts.jsonMember != "") && !errors.As(err, &exception) && !errors.As(err, &internal) {
+			return nil, nil, &ResultError{err: err}
 		}
-		return nil, wrapped
 	}
-	return value.Export(), nil
+	switch {
+	case errors.Is(err, moejs.ErrHookNotFound):
+		if len(members) == 0 {
+			return nil, nil, fmt.Errorf("plugin export %q not found", exportName)
+		}
+		// Name the path up to the first missing member, as far as data
+		// properties show it; getters on the path are not run again.
+		hookName := exportName
+		current, found := instance.runtime.Export(exportName)
+		for _, member := range members {
+			if !found || current.IsNullish() {
+				break
+			}
+			hookName += "." + member
+			if !current.IsObject() {
+				break
+			}
+			current, found = current.AsObject().GetOwnDataValue(instance.runtime.Realm().KeyFromGoString(member))
+		}
+		return nil, nil, fmt.Errorf("plugin hook %q not found", hookName)
+	case errors.Is(err, moejs.ErrNotCallable):
+		return nil, nil, fmt.Errorf("plugin hook %q is not a function", hook.Name())
+	case errors.As(err, &interrupted):
+		reusable = false
+		return nil, nil, fmt.Errorf("plugin %s@%s hook %s failed: %w", e.key, e.version, hook.Name(), interruptCause(interrupted))
+	case errors.As(err, &exception):
+		wrapped := fmt.Errorf("plugin %s@%s hook %s failed: %w%s", e.key, e.version, hook.Name(), err, thrownAt(instance.runtime, exception))
+		return nil, nil, newHookError(hook.Name(), exception.Message(), wrapped)
+	}
+	reusable = false
+	return nil, nil, fmt.Errorf("plugin %s@%s hook %s failed: %w", e.key, e.version, hook.Name(), err)
+}
+
+// hook resolves a hook path against the module's export table. Only
+// declared exports resolve; the handle is cached, while the bindings it
+// names are read live on every call.
+func (e *Engine) hook(exportName string, members []string) (moejs.Hook, error) {
+	key := hookKey{export: exportName, depth: len(members)}
+	cacheable := len(members) <= len(key.members)
+	if cacheable {
+		copy(key.members[:], members)
+		e.hooksMu.RLock()
+		hook, found := e.hooks[key]
+		e.hooksMu.RUnlock()
+		if found {
+			return hook, nil
+		}
+	}
+	hook, err := e.module.Hook(exportName, members...)
+	if err != nil || !cacheable {
+		return hook, err
+	}
+	e.hooksMu.Lock()
+	if len(e.hooks) < maxCachedHooks {
+		e.hooks[key] = hook
+	}
+	e.hooksMu.Unlock()
+	return hook, nil
 }
 
 func (e *Engine) acquireCallSlot(ctx context.Context, admissionTimeout time.Duration) error {
@@ -432,25 +570,146 @@ func (e *Engine) acquireCallSlot(ctx context.Context, admissionTimeout time.Dura
 	}
 }
 
-func resolveExportPath(instance *runtimeInstance, exportName string, members []string) (sobek.Value, string, bool) {
-	value := instance.module.GetBindingValue(exportName)
-	hookName := exportName
-	if value == nil || sobek.IsUndefined(value) || sobek.IsNull(value) {
-		return nil, hookName, false
+// interruptCause is what stopped a runtime: the context cause
+// watchRuntimeContext interrupted it with, so errors.Is sees a caller's
+// cancellation through the host error.
+func interruptCause(interrupted *moejs.InterruptedError) error {
+	if cause, ok := interrupted.Value.(error); ok {
+		return cause
 	}
-	for _, member := range members {
-		hookName += "." + member
-		object := value.ToObject(instance.runtime)
-		own := slices.Contains(object.GetOwnPropertyNames(), member)
-		if !own {
-			return nil, hookName, false
+	return interrupted
+}
+
+// thrownAt is the frame an Error was thrown from, as " at fn (file:line:col)",
+// for host logs; it is empty for thrown values that are not Errors and for
+// errors that are not exceptions (exception is nil).
+func thrownAt(runtime *moejs.Runtime, exception *moejs.Exception) string {
+	_, frames, found := strings.Cut(runtime.StackTrace(exception), "\n    at ")
+	if !found {
+		return ""
+	}
+	frame, _, _ := strings.Cut(frames, "\n")
+	return " at " + frame
+}
+
+// maxPluginValueDepth bounds the argument walk; deeper values, which no
+// host-built argument reaches, are passed on as they are.
+const maxPluginValueDepth = 512
+
+// pluginValueContainers are the container types moejs converts; named types
+// with one of these underlying types are only retyped.
+var pluginValueContainers = []reflect.Type{
+	reflect.TypeFor[map[string]any](),
+	reflect.TypeFor[map[string]string](),
+	reflect.TypeFor[map[string][]string](),
+	reflect.TypeFor[[]any](),
+	reflect.TypeFor[[]string](),
+	reflect.TypeFor[[]map[string]any](),
+}
+
+// pluginValue returns a hook argument in the shapes moejs converts: nil,
+// booleans, numbers, strings, JSON-shaped maps and slices and engine values.
+// A RawJSON inside the argument becomes rt's parse of it (RawJSON); other Go
+// values (structs, pointers, maps and slices of other element types) take
+// their JSON form through the configured codec, and named scalars and
+// containers become their underlying type. changed is false when v has
+// supported shapes throughout, the usual case, so an argument is passed on
+// without a copy.
+func pluginValue(rt *moejs.Runtime, v any, depth int) (converted any, changed bool) {
+	if depth > maxPluginValueDepth {
+		return v, false
+	}
+	switch typed := v.(type) {
+	case nil, bool, string, int, int8, int16, int32, int64, uint, uint8, uint16, uint32, uint64,
+		float32, float64, json.Number, *big.Int, []byte, []string, map[string]string, map[string][]string,
+		moejs.Value, moejs.NativeFunc:
+		return v, false
+	case RawJSON:
+		if parsed, err := rt.ParseJSONString(unsafe.String(unsafe.SliceData(typed), len(typed))); err == nil {
+			return parsed, true
 		}
-		value = object.Get(member)
-		if value == nil || sobek.IsUndefined(value) || sobek.IsNull(value) {
-			return nil, hookName, false
+		// JSON.parse stops at a lower nesting depth than the host codec.
+		var decoded any
+		if err := common.Unmarshal(typed, &decoded); err != nil {
+			return v, false
+		}
+		return decoded, true
+	case map[string]any:
+		var copied map[string]any
+		for key, item := range typed {
+			if item, changed = pluginValue(rt, item, depth+1); changed {
+				if copied == nil {
+					copied = maps.Clone(typed)
+				}
+				copied[key] = item
+			}
+		}
+		if copied == nil {
+			return v, false
+		}
+		return copied, true
+	case []any:
+		var copied []any
+		for index, item := range typed {
+			if item, changed = pluginValue(rt, item, depth+1); changed {
+				if copied == nil {
+					copied = slices.Clone(typed)
+				}
+				copied[index] = item
+			}
+		}
+		if copied == nil {
+			return v, false
+		}
+		return copied, true
+	case []map[string]any:
+		var copied []map[string]any
+		for index, item := range typed {
+			if next, changed := pluginValue(rt, item, depth+1); changed {
+				if copied == nil {
+					copied = slices.Clone(typed)
+				}
+				copied[index] = next.(map[string]any)
+			}
+		}
+		if copied == nil {
+			return v, false
+		}
+		return copied, true
+	}
+	_, marshaler := v.(json.Marshaler)
+	_, textMarshaler := v.(encoding.TextMarshaler)
+	if !marshaler && !textMarshaler {
+		value := reflect.ValueOf(v)
+		switch value.Kind() {
+		case reflect.Bool:
+			return value.Bool(), true
+		case reflect.Int, reflect.Int8, reflect.Int16, reflect.Int32, reflect.Int64:
+			return value.Int(), true
+		case reflect.Uint, reflect.Uint8, reflect.Uint16, reflect.Uint32, reflect.Uint64, reflect.Uintptr:
+			return value.Uint(), true
+		case reflect.Float32, reflect.Float64:
+			return value.Float(), true
+		case reflect.String:
+			return value.String(), true
+		case reflect.Map, reflect.Slice:
+			for _, container := range pluginValueContainers {
+				if value.Type().ConvertibleTo(container) {
+					converted, _ = pluginValue(rt, value.Convert(container).Interface(), depth)
+					return converted, true
+				}
+			}
 		}
 	}
-	return value, hookName, true
+	data, err := common.Marshal(v)
+	if err != nil {
+		return v, false
+	}
+	var decoded any
+	if err = common.Unmarshal(data, &decoded); err != nil {
+		return v, false
+	}
+	return decoded, true
 }
 
 // Idle runtimes are bounded by the execution limit and survive GC. Start with
@@ -472,26 +731,81 @@ func (e *Engine) getRuntime(ctx context.Context) (*runtimeInstance, error) {
 	}
 }
 
-// A timeout callback must finish before its runtime can be reused. Merely
-// stopping a timer does not wait for an already-started Interrupt call.
-func watchRuntimeContext(runtime *sobek.Runtime, ctx context.Context, timeout time.Duration, timeoutError error) func() {
-	callContext, cancel := context.WithTimeoutCause(ctx, timeout, timeoutError)
+// runtimeWatchdog interrupts a runtime with timeoutError once it has run for
+// its timeout, or with the context's cause once ctx ends. utils.fetch pauses
+// it, so the timeout counts JavaScript time only. A timeout callback must
+// finish before its runtime can be reused: merely stopping a timer does not
+// wait for an already-started Interrupt call.
+type runtimeWatchdog struct {
+	runtime      *moejs.Runtime
+	ctx          context.Context
+	timeoutError error
+	remaining    time.Duration
+	started      time.Time
+	watch        context.Context
+	stopWatch    func() bool
+	cancel       context.CancelFunc
+	interrupted  chan struct{}
+	paused       bool
+}
+
+func watchRuntimeContext(runtime *moejs.Runtime, ctx context.Context, timeout time.Duration, timeoutError error) *runtimeWatchdog {
+	watchdog := &runtimeWatchdog{runtime: runtime, ctx: ctx, timeoutError: timeoutError, remaining: timeout}
+	watchdog.start()
+	return watchdog
+}
+
+func (w *runtimeWatchdog) start() {
+	watch, cancel := context.WithTimeoutCause(w.ctx, w.remaining, w.timeoutError)
 	interrupted := make(chan struct{})
-	stop := context.AfterFunc(callContext, func() {
-		runtime.Interrupt(context.Cause(callContext))
+	w.stopWatch = context.AfterFunc(watch, func() {
+		w.runtime.Interrupt(context.Cause(watch))
 		close(interrupted)
 	})
-	return func() {
-		if !stop() {
-			<-interrupted
-		}
-		cancel()
+	w.watch, w.cancel, w.interrupted = watch, cancel, interrupted
+	w.started, w.paused = time.Now(), false
+}
+
+func (w *runtimeWatchdog) stop() {
+	if w.paused {
+		return
+	}
+	if !w.stopWatch() {
+		<-w.interrupted
+	}
+	w.cancel()
+}
+
+// pause stops the clock while a host function waits. It reports false when
+// the watchdog already fired: its interrupt is then ending the call, and the
+// host function must return instead of waiting.
+func (w *runtimeWatchdog) pause() bool {
+	if !w.stopWatch() {
+		<-w.interrupted
+		return false
+	}
+	w.cancel()
+	w.remaining -= time.Since(w.started)
+	w.paused = true
+	return true
+}
+
+// resume restarts the clock with the time left at pause and the same timeout
+// cause. When the time is up or ctx ended meanwhile, it waits for the
+// interrupt that follows, so the host function can return it.
+func (w *runtimeWatchdog) resume() {
+	w.start()
+	if w.watch.Err() != nil {
+		<-w.interrupted
 	}
 }
 
-func (e *Engine) newRuntime(ctx context.Context) (instance *runtimeInstance, err error) {
-	runtime := sobek.New()
+func (e *Engine) newRuntime(ctx context.Context) (*runtimeInstance, error) {
+	// Code compiled from strings would bypass the upload-time syntax checks,
+	// so eval and the Function constructors throw an EvalError.
+	runtime := moejs.NewRuntime(moejs.Options{DisableDynamicCode: true})
 	logContext := &runtimeLogContext{context: ctx}
+	instance := &runtimeInstance{runtime: runtime, logContext: logContext}
 	logOutput := e.log
 	if logOutput == nil {
 		logOutput = func(message string) {
@@ -500,36 +814,22 @@ func (e *Engine) newRuntime(ctx context.Context) (instance *runtimeInstance, err
 	}
 	if err := injectGlobals(runtime, func() string {
 		return fmt.Sprintf("[plugin:%s@%s]", e.key, e.version)
-	}, e.now, logOutput); err != nil {
+	}, e.now, logOutput, func() *runtimeCall { return instance.call }); err != nil {
 		return nil, fmt.Errorf("inject plugin utils: %w", err)
 	}
 	timedOut := errors.New("plugin initialization timed out")
-	stopInterrupt := watchRuntimeContext(runtime, ctx, e.timeout, timedOut)
-	defer func() {
-		stopInterrupt()
-		runtime.ClearInterrupt()
-	}()
-	defer func() {
-		if recovered := recover(); recovered != nil {
-			if interrupted, ok := recovered.(*sobek.InterruptedError); ok {
-				instance = nil
-				err = fmt.Errorf("initialize plugin %s@%s: %v", e.key, e.version, interrupted.Value())
-				return
-			}
-			panic(recovered)
-		}
-	}()
-	promise := runtime.CyclicModuleRecordEvaluate(e.module, func(_ any, specifier string) (sobek.ModuleRecord, error) {
-		return nil, fmt.Errorf("plugin imports are disabled: %s", specifier)
-	})
-	if promise.State() != sobek.PromiseStateFulfilled {
-		return nil, fmt.Errorf("evaluate plugin: %v", promise.Result().Export())
+	watchdog := watchRuntimeContext(runtime, ctx, e.timeout, timedOut)
+	err := runtime.Load(e.module)
+	watchdog.stop()
+	runtime.ClearInterrupt()
+	var interrupted *moejs.InterruptedError
+	if errors.As(err, &interrupted) {
+		return nil, fmt.Errorf("initialize plugin %s@%s: %w", e.key, e.version, interruptCause(interrupted))
 	}
-	return &runtimeInstance{
-		runtime:    runtime,
-		module:     runtime.GetModuleInstance(e.module),
-		logContext: logContext,
-	}, nil
+	if err != nil {
+		return nil, fmt.Errorf("evaluate plugin: %w", err)
+	}
+	return instance, nil
 }
 
 func sourceWithoutCommentsAndStrings(source string) string {
diff --git a/pkg/jsplugin/engine_test.go b/pkg/jsplugin/engine_test.go
index 5de7376..7bfc16e 100644
--- a/pkg/jsplugin/engine_test.go
+++ b/pkg/jsplugin/engine_test.go
@@ -3,9 +3,12 @@ package jsplugin
 import (
 	"bytes"
 	"context"
+	"encoding/json"
 	"errors"
 	"io"
 	"math"
+	"net/http"
+	"net/url"
 	"os"
 	"os/exec"
 	"runtime"
@@ -14,6 +17,8 @@ import (
 	"testing"
 	"time"
 	"unicode/utf8"
+	"unsafe"
+	"weak"
 
 	"github.com/QuantumNous/new-api/common"
 	"github.com/QuantumNous/new-api/relaykit/relayconvert/kitutil"
@@ -107,6 +112,72 @@ export function invalid(kind) {
 	}
 }
 
+func TestEngineRawJSONArgumentsMatchDecodedArguments(t *testing.T) {
+	engine, err := Compile(`
+export function describe(...values) {
+  const seen = [];
+  const stack = values.reverse().map((v) => ({v}));
+  while (stack.length > 0) {
+    const {v, key, close} = stack.pop();
+    if (close) {
+      seen.push(close);
+      continue;
+    }
+    if (key !== undefined) seen.push(key);
+    if (v === null || typeof v !== "object") {
+      seen.push(typeof v + ":" + (Object.is(v, -0) ? "-0" : JSON.stringify(v)));
+      continue;
+    }
+    const array = Array.isArray(v);
+    seen.push(array ? "[" : Object.getPrototypeOf(v) === Object.prototype ? "{" : "{?");
+    stack.push({close: array ? "]" : "}"});
+    const keys = Object.keys(v);
+    for (let i = keys.length - 1; i >= 0; i--) {
+      stack.push({v: v[keys[i]], key: array ? undefined : JSON.stringify(keys[i])});
+    }
+  }
+  return seen.join(" ");
+}`, Options{})
+	require.NoError(t, err)
+	// Hosts pass text written by common.Marshal, where both paths agree on
+	// key order, numbers and strings.
+	values := map[string]any{
+		"object": map[string]any{
+			"__proto__": map[string]any{"polluted": true},
+			"10":        "ten", "2": "two", "a": []any{}, "b": map[string]any{},
+			"numbers": []any{0, math.Copysign(0, -1), 1e21, int64(123456789012345678), 1.5e-7, -12, math.MaxInt64, math.SmallestNonzeroFloat64},
+			"strings": []any{"", "<>&

", "é中😀", "\u0000\t\"\\", "a\xffb"},
+			"nested":  map[string]any{"z": nil, "y": []any{true, false, map[string]any{"x": []any{[]any{1}}}}},
+		},
+		"array":  []any{map[string]any{"id": "x", "b": 1, "a": 2}, nil, "s"},
+		"string": "plain",
+		"number": 42.5,
+		"null":   nil,
+		"deep":   json.RawMessage(strings.Repeat("[", 600) + strings.Repeat("]", 600)),
+	}
+	for name, value := range values {
+		t.Run(name, func(t *testing.T) {
+			text, err := common.Marshal(value)
+			require.NoError(t, err)
+			var decoded any
+			require.NoError(t, common.Unmarshal(text, &decoded))
+			want, err := engine.Call(t.Context(), "describe", decoded)
+			require.NoError(t, err)
+			got, err := engine.Call(t.Context(), "describe", RawJSON(text))
+			require.NoError(t, err)
+			assert.Equal(t, want, got)
+			nested, err := engine.Call(t.Context(), "describe", map[string]any{"value": RawJSON(text)})
+			require.NoError(t, err)
+			wantNested, err := engine.Call(t.Context(), "describe", map[string]any{"value": decoded})
+			require.NoError(t, err)
+			assert.Equal(t, wantNested, nested)
+		})
+	}
+
+	_, err = engine.Call(t.Context(), "describe", "first", RawJSON(`{"a":`))
+	require.EqualError(t, err, "plugin @ hook describe argument 2: unexpected end of JSON input")
+}
+
 func TestJSONStateChangesAndEncodedLimits(t *testing.T) {
 	const changes = `[
   [{"op":"set","path":[],"value":{"text":"<","parts":[],"nested":{"value":null}}}],
@@ -388,6 +459,8 @@ func TestCompileRejectsAsynchronousAndImportedPlugins(t *testing.T) {
 		"static import":   `import value from "dependency"; export function run() { return value; }`,
 		"dynamic import":  `export function run() { return import("dependency"); }`,
 		"top-level await": `const value = await work(); export function run() { return value; }`,
+		"export from":     `export { value as run } from "dependency";`,
+		"export star":     `export * from "dependency"; export function run() {}`,
 	} {
 		t.Run(name, func(t *testing.T) {
 			_, err := Compile(source, Options{Key: "invalid"})
@@ -398,6 +471,18 @@ func TestCompileRejectsAsynchronousAndImportedPlugins(t *testing.T) {
 
 	_, err := Compile(`export function run() { return "import async await"; }`, Options{Key: "valid"})
 	require.NoError(t, err)
+
+	for name, body := range map[string]string{
+		"eval":                 `return eval("import('dependency')");`,
+		"Function constructor": `return Function("return async function () {}")();`,
+	} {
+		engine, err := Compile(`export function run() { `+body+` }`, Options{Key: "dynamic"})
+		require.NoError(t, err, name)
+		_, err = engine.Call(context.Background(), "run")
+		assert.ErrorContains(t, err, "EvalError", name)
+	}
+	_, err = Compile(`eval("1"); export function run() {}`, Options{Key: "dynamic"})
+	assert.ErrorContains(t, err, "EvalError")
 }
 
 func TestCompileIgnoresSourceMapDirectives(t *testing.T) {
@@ -445,6 +530,22 @@ func TestEngineDoesNotReinitializeIdleRuntimeAfterGC(t *testing.T) {
 	assert.Equal(t, int64(1), initialized.Load())
 }
 
+func TestEngineIdleRuntimeReleasesLastCallArguments(t *testing.T) {
+	engine, err := Compile(`export function run(body){return body.image.length;}`, Options{Concurrency: 1})
+	require.NoError(t, err)
+	image := strings.Repeat("A", 1<<20)
+	released := weak.Make(unsafe.StringData(image))
+	value, err := engine.Call(t.Context(), "run", map[string]any{"image": image})
+	require.NoError(t, err)
+	assert.Equal(t, int64(1<<20), value)
+	runtime.GC()
+	runtime.GC()
+	assert.Nil(t, released.Value(), "an idle pooled runtime must not keep the last request body alive")
+	value, err = engine.Call(t.Context(), "run", map[string]any{"image": "AB"})
+	require.NoError(t, err)
+	assert.Equal(t, int64(2), value)
+}
+
 func TestEngineBoundsConcurrentCallsAndCancelsAnOccupiedRuntime(t *testing.T) {
 	entered := make(chan struct{}, 2)
 	release := make(chan struct{})
@@ -475,6 +576,193 @@ func TestEngineBoundsConcurrentCallsAndCancelsAnOccupiedRuntime(t *testing.T) {
 	require.NoError(t, <-healthy)
 }
 
+func TestEngineFetchContract(t *testing.T) {
+	engine, err := Compile(`
+export function run(request) { return utils.fetch(request); }
+export function fetchBytes(url) { return Array.from(new Uint8Array(utils.fetch({url: url, responseType: "bytes"}).body)); }
+export function fetchFiveTimes() {
+  const failures = [];
+  for (let i = 0; i < 5; i++) {
+    try { utils.fetch({url: "https://api.example/json"}); } catch (e) { failures.push(e.message); }
+  }
+  return failures;
+}`, Options{Key: "fetch"})
+	require.NoError(t, err)
+	var requests []FetchRequest
+	ctx := WithFetcher(t.Context(), func(_ context.Context, request FetchRequest) (FetchResponse, error) {
+		requests = append(requests, request)
+		switch request.URL {
+		case "https://api.example/json":
+			return FetchResponse{Status: http.StatusOK, Headers: map[string]string{"Content-Type": "application/json"}, Body: []byte(`{"file":{"id":7}}`)}, nil
+		case "https://api.example/text":
+			return FetchResponse{Status: http.StatusNotFound, Body: []byte("not found")}, nil
+		case "https://api.example/bytes":
+			return FetchResponse{Status: http.StatusPartialContent, Body: []byte{0, 0x80, 0xff, '{'}}, nil
+		case "https://api.example/large":
+			return FetchResponse{Status: http.StatusOK, Body: bytes.Repeat([]byte("a"), MaxFetchBodyBytes+1)}, nil
+		case "https://api.example/down?token=secret":
+			return FetchResponse{}, &url.Error{Op: "Get", URL: request.URL, Err: errors.New("connection refused")}
+		}
+		return FetchResponse{Status: http.StatusOK, Body: []byte(`{"ignored":true}`)}, nil
+	})
+
+	_, err = engine.Call(t.Context(), "run", map[string]any{"url": "https://api.example/json"})
+	assert.ErrorContains(t, err, "utils.fetch is not available in run")
+
+	value, err := engine.Call(ctx, "run", map[string]any{"url": "https://api.example/json", "headers": map[string]any{"Authorization": "Bearer key"}})
+	require.NoError(t, err)
+	assert.Equal(t, map[string]any{
+		"status":  int64(http.StatusOK),
+		"headers": map[string]any{"Content-Type": "application/json"},
+		"body":    map[string]any{"file": map[string]any{"id": int64(7)}},
+	}, value)
+	assert.Equal(t, []FetchRequest{{Hook: "run", URL: "https://api.example/json", Method: http.MethodGet, Headers: map[string]string{"Authorization": "Bearer key"}}}, requests)
+
+	value, err = engine.Call(ctx, "run", map[string]any{"url": "https://api.example/text"})
+	require.NoError(t, err)
+	assert.Equal(t, map[string]any{"status": int64(http.StatusNotFound), "headers": map[string]any{}, "body": "not found"}, value)
+
+	value, err = engine.Call(ctx, "run", map[string]any{"url": "https://api.example/head", "method": "head"})
+	require.NoError(t, err)
+	assert.Equal(t, "", value.(map[string]any)["body"])
+	assert.Equal(t, http.MethodHead, requests[len(requests)-1].Method)
+
+	// Bytes that are neither JSON nor UTF-8 reach the plugin unchanged.
+	value, err = engine.Call(ctx, "fetchBytes", "https://api.example/bytes")
+	require.NoError(t, err)
+	assert.Equal(t, []any{int64(0), int64(0x80), int64(0xff), int64('{')}, value)
+
+	sent := len(requests)
+	for name, request := range map[string]map[string]any{
+		"unsupported member \"body\"":            {"url": "https://api.example/json", "body": "x"},
+		"only GET and HEAD":                      {"url": "https://api.example/json", "method": "POST"},
+		`responseType must be "json" or "bytes"`: {"url": "https://api.example/json", "responseType": "text"},
+		"request header \"Host\" is not":         {"url": "https://api.example/json?token=secret", "headers": map[string]any{"Host": "other.example"}},
+		"absolute http(s) URL":                   {"url": "/v1/files/retrieve"},
+		"exceeds 65536 bytes":                    {"url": "https://api.example/" + strings.Repeat("a", 64<<10)},
+	} {
+		_, err = engine.Call(ctx, "run", request)
+		require.Error(t, err, name)
+		assert.Contains(t, err.Error(), name)
+		assert.NotContains(t, err.Error(), "secret")
+	}
+	assert.Len(t, requests, sent, "rejected requests must not reach the fetcher")
+
+	_, err = engine.Call(ctx, "run", map[string]any{"url": "https://api.example/large"})
+	assert.ErrorContains(t, err, "utils.fetch response from api.example exceeds 1048576 bytes")
+
+	_, err = engine.Call(ctx, "run", map[string]any{"url": "https://api.example/down?token=secret"})
+	var hookErr *HookError
+	require.ErrorAs(t, err, &hookErr)
+	assert.Equal(t, "utils.fetch to api.example failed: connection refused", hookErr.Message)
+
+	value, err = engine.Call(ctx, "fetchFiveTimes")
+	require.NoError(t, err)
+	assert.Equal(t, []any{"utils.fetch allows at most 4 requests per hook call"}, value)
+}
+
+func TestEngineFetchLendsItsExecutionSlot(t *testing.T) {
+	engine, err := Compile(`
+export function fetchOnce() { return utils.fetch({url: "https://api.example/slow"}).body; }
+export function plain() { return 42; }`, Options{Key: "fetch-slot", Concurrency: 1})
+	require.NoError(t, err)
+	entered := make(chan struct{})
+	release := make(chan struct{})
+	ctx := WithFetcher(t.Context(), func(context.Context, FetchRequest) (FetchResponse, error) {
+		close(entered)
+		<-release
+		return FetchResponse{Status: http.StatusOK, Body: []byte(`"done"`)}, nil
+	})
+	fetched := make(chan any, 1)
+	go func() {
+		value, err := engine.Call(ctx, "fetchOnce")
+		assert.NoError(t, err)
+		fetched <- value
+	}()
+	<-entered
+
+	// The only slot is lent while the fetch waits; without that this call
+	// would wait for its deadline.
+	waitContext, cancel := context.WithTimeout(t.Context(), 5*time.Second)
+	defer cancel()
+	value, err := engine.Call(waitContext, "plain")
+	require.NoError(t, err)
+	assert.Equal(t, int64(42), value)
+
+	close(release)
+	assert.Equal(t, "done", <-fetched)
+}
+
+func TestEngineFetchWaitDoesNotCountTowardCallTimeout(t *testing.T) {
+	engine, err := Compile(`export function run() { return utils.fetch({url: "https://api.example/slow"}).status; }`, Options{
+		Key: "fetch-clock", Timeout: 20 * time.Millisecond,
+	})
+	require.NoError(t, err)
+	entered := make(chan struct{})
+	release := make(chan struct{})
+	ctx := WithFetcher(t.Context(), func(context.Context, FetchRequest) (FetchResponse, error) {
+		close(entered)
+		<-release
+		return FetchResponse{Status: http.StatusNoContent}, nil
+	})
+	result := make(chan error, 1)
+	var value any
+	go func() {
+		var err error
+		value, err = engine.Call(ctx, "run")
+		result <- err
+	}()
+	<-entered
+	// Five times the JavaScript timeout: the clock is stopped while waiting.
+	time.Sleep(100 * time.Millisecond)
+	close(release)
+	require.NoError(t, <-result)
+	assert.Equal(t, int64(http.StatusNoContent), value)
+}
+
+func TestEngineInterruptsAFetchThatCannotResume(t *testing.T) {
+	engine, err := Compile(`
+let calls = 0;
+export function run(fetch) {
+  calls++;
+  if (!fetch) return calls;
+  try { utils.fetch({url: "https://api.example/slow"}); } catch (e) { return "caught: " + e.message; }
+  return "resumed";
+}`, Options{Key: "fetch-resume", Concurrency: 1})
+	require.NoError(t, err)
+	entered := make(chan struct{})
+	release := make(chan struct{})
+	ctx, cancel := context.WithCancel(t.Context())
+	defer cancel()
+	ctx = WithFetcher(ctx, func(context.Context, FetchRequest) (FetchResponse, error) {
+		close(entered)
+		<-release
+		return FetchResponse{Status: http.StatusOK}, nil
+	})
+	result := make(chan error, 1)
+	go func() {
+		_, err := engine.Call(ctx, "run", true)
+		result <- err
+	}()
+	<-entered
+	// Another call takes the lent slot and the caller leaves before the fetch
+	// returns, so the slot cannot be taken back.
+	engine.semaphore <- struct{}{}
+	cancel()
+	close(release)
+	err = <-result
+	<-engine.semaphore
+
+	require.ErrorIs(t, err, context.Canceled)
+	var hookErr *HookError
+	assert.False(t, errors.As(err, &hookErr), "JavaScript must not catch a failed resume")
+	value, err := engine.Call(t.Context(), "run", false)
+	require.NoError(t, err)
+	assert.Equal(t, int64(1), value, "an interrupted runtime must be discarded")
+	assert.Empty(t, engine.semaphore)
+	assert.Empty(t, engine.parked)
+}
+
 func TestEnginePreservesMutableExportAndMemberBindings(t *testing.T) {
 	engine, err := Compile(`
 export let run = function(){return 1;};
@@ -495,6 +783,30 @@ export function replace(){run=function(){return 2;};native.render=function(){ret
 	assert.Equal(t, int64(3), value)
 }
 
+func TestEngineHasExportUsesBindingsAsLoaded(t *testing.T) {
+	engine, err := Compile(`
+export let later;
+export const unset = undefined;
+export function run(){return 1;}
+export function assign(){later=function(){return 2;};}
+`, Options{Concurrency: 1})
+	require.NoError(t, err)
+
+	engine.semaphore <- struct{}{}
+	assert.True(t, engine.HasExport("run"))
+	assert.False(t, engine.HasExport("later"))
+	assert.False(t, engine.HasExport("unset"))
+	assert.False(t, engine.HasExport("missing"))
+	<-engine.semaphore
+
+	_, err = engine.Call(t.Context(), "assign")
+	require.NoError(t, err)
+	assert.False(t, engine.HasExport("later"))
+	value, err := engine.Call(t.Context(), "later")
+	require.NoError(t, err)
+	assert.Equal(t, int64(2), value)
+}
+
 func TestEngineHookErrorExtractsSanitizedJSMessage(t *testing.T) {
 	t.Parallel()
 	tests := []struct {
diff --git a/pkg/jsplugin/fetch.go b/pkg/jsplugin/fetch.go
new file mode 100644
index 0000000..846b536
--- /dev/null
+++ b/pkg/jsplugin/fetch.go
@@ -0,0 +1,292 @@
+package jsplugin
+
+import (
+	"context"
+	"errors"
+	"fmt"
+	"net/http"
+	"net/url"
+	"strings"
+	"time"
+
+	"github.com/Calcium-Ion/moejs"
+)
+
+// Fetcher sends one utils.fetch request for the hook call whose context
+// carries it. The host binds it to the executing channel; the engine passes a
+// context already bounded by the call's fetch budget, so the fetcher only sends.
+type Fetcher func(ctx context.Context, request FetchRequest) (FetchResponse, error)
+
+type FetchRequest struct {
+	Hook    string // the calling hook, filled by the engine for logs and errors
+	URL     string
+	Method  string
+	Headers map[string]string
+}
+
+type FetchResponse struct {
+	Status  int
+	Headers map[string]string
+	Body    []byte
+}
+
+// The utils.fetch limits are part of the published plugin contract
+// (docs/plugin-api/v1.md). A fetcher reads at most MaxFetchBodyBytes+1 bytes
+// so that the engine can reject a longer body.
+const (
+	maxFetchesPerCall   = 4
+	fetchTimeout        = 15 * time.Second
+	maxFetchTimePerCall = 30 * time.Second
+	MaxFetchBodyBytes   = 1 << 20
+	maxFetchURLBytes    = 64 << 10
+)
+
+type fetcherContextKey struct{}
+
+// WithFetcher makes utils.fetch available to the hook called with ctx.
+func WithFetcher(ctx context.Context, fetcher Fetcher) context.Context {
+	return context.WithValue(ctx, fetcherContextKey{}, fetcher)
+}
+
+// runtimeCall is the hook call a runtime is running, as its host functions
+// see it. The engine sets it for one call and clears it when the call ends,
+// so an idle pooled runtime keeps no request data.
+type runtimeCall struct {
+	engine   *Engine
+	runtime  *moejs.Runtime
+	ctx      context.Context
+	hook     string
+	fetcher  Fetcher
+	watchdog *runtimeWatchdog
+	// holdsSlot and parked are what the call holds of the engine's
+	// semaphore and parked tokens; release returns exactly that.
+	holdsSlot bool
+	parked    bool
+	fetches   int
+	fetchTime time.Duration
+}
+
+func (c *runtimeCall) release() {
+	if c.holdsSlot {
+		<-c.engine.semaphore
+		c.holdsSlot = false
+	}
+	if c.parked {
+		<-c.engine.parked
+		c.parked = false
+	}
+}
+
+// fetch is utils.fetch. While the fetcher waits on the network the call's
+// JavaScript clock is stopped and its execution slot is lent to other calls.
+// Errors name the host only: hook errors reach API callers, and paths and
+// queries can carry credentials.
+func (c *runtimeCall) fetch(r *moejs.Realm, argument moejs.Value) (moejs.Value, error) {
+	if c.fetcher == nil {
+		return moejs.Undefined(), fmt.Errorf("utils.fetch is not available in %s", c.hook)
+	}
+	request, host, wantBytes, err := fetchRequest(r, argument)
+	if err != nil {
+		return moejs.Undefined(), err
+	}
+	request.Hook = c.hook
+	if c.fetches >= maxFetchesPerCall {
+		return moejs.Undefined(), fmt.Errorf("utils.fetch allows at most %d requests per hook call", maxFetchesPerCall)
+	}
+	remaining := maxFetchTimePerCall - c.fetchTime
+	if remaining <= 0 {
+		return moejs.Undefined(), fmt.Errorf("utils.fetch requests used up their %s per hook call", maxFetchTimePerCall)
+	}
+	c.fetches++
+	timeout, timeoutCause := fetchTimeout, fmt.Errorf("utils.fetch to %s timed out after %s", host, fetchTimeout)
+	if remaining < fetchTimeout {
+		timeout, timeoutCause = remaining, fmt.Errorf("utils.fetch to %s ran past the %s of requests per hook call", host, maxFetchTimePerCall)
+	}
+
+	if !c.watchdog.pause() {
+		// The call timed out or its caller left; the interrupt ends it.
+		return moejs.Undefined(), r.CheckInterrupt()
+	}
+	c.yieldSlot()
+	fetchContext, cancel := context.WithTimeoutCause(c.ctx, timeout, timeoutCause)
+	started := time.Now()
+	response, err := c.fetcher(fetchContext, request)
+	c.fetchTime += time.Since(started)
+	if err != nil && fetchContext.Err() != nil {
+		err = context.Cause(fetchContext)
+	}
+	cancel()
+	if !c.reclaimSlot() {
+		// JavaScript must not run without a slot, and a thrown error could be
+		// caught; interrupting discards the runtime as a timeout does.
+		cause := context.Cause(c.ctx)
+		if cause == nil {
+			cause = fmt.Errorf("plugin call could not resume after utils.fetch: %w", ErrCallAdmissionTimeout)
+		}
+		c.runtime.Interrupt(cause)
+		return moejs.Undefined(), r.CheckInterrupt()
+	}
+	c.watchdog.resume()
+	if interrupted := r.CheckInterrupt(); interrupted != nil {
+		return moejs.Undefined(), interrupted
+	}
+
+	if err != nil {
+		var transportErr *url.Error
+		if errors.As(err, &transportErr) {
+			err = transportErr.Err
+		}
+		return moejs.Undefined(), fmt.Errorf("utils.fetch to %s failed: %v", host, err)
+	}
+	if len(response.Body) > MaxFetchBodyBytes {
+		return moejs.Undefined(), fmt.Errorf("utils.fetch response from %s exceeds %d bytes", host, MaxFetchBodyBytes)
+	}
+	// The result is built from JavaScript objects, not a host map: a hook may
+	// return it, or part of it, as it is.
+	headers := r.NewObject()
+	for name, value := range response.Headers {
+		if err = headers.CreateDataPropertyOrThrow(r, r.KeyFromGoString(name), moejs.String(value)); err != nil {
+			return moejs.Undefined(), err
+		}
+	}
+	headersValue, err := r.FromGo(headers)
+	if err != nil {
+		return moejs.Undefined(), err
+	}
+	body := moejs.String("")
+	if wantBytes {
+		// An ArrayBuffer over the response bytes, which belong to this call.
+		if response.Body == nil {
+			response.Body = []byte{}
+		}
+		if body, err = r.FromGo(response.Body); err != nil {
+			return moejs.Undefined(), err
+		}
+	} else if request.Method != http.MethodHead {
+		text := string(response.Body)
+		if body, err = c.runtime.ParseJSONString(text); err != nil {
+			body = moejs.String(text)
+		}
+	}
+	result := r.NewObject()
+	for _, member := range []struct {
+		name  string
+		value moejs.Value
+	}{{"status", moejs.Int(int64(response.Status))}, {"headers", headersValue}, {"body", body}} {
+		if err = result.CreateDataPropertyOrThrow(r, r.KeyFromGoString(member.name), member.value); err != nil {
+			return moejs.Undefined(), err
+		}
+	}
+	return r.FromGo(result)
+}
+
+// fetchRequest reads the utils.fetch argument: {url, method?, headers?,
+// responseType?}. wantBytes is a responseType of "bytes": the body is
+// returned as an ArrayBuffer instead of parsed JSON or text.
+func fetchRequest(r *moejs.Realm, argument moejs.Value) (request FetchRequest, host string, wantBytes bool, err error) {
+	if !argument.IsObject() {
+		return FetchRequest{}, "", false, r.TypeError("utils.fetch request must be an object")
+	}
+	exported, err := r.ToGoStrict(argument)
+	if err != nil {
+		return FetchRequest{}, "", false, err
+	}
+	members, ok := exported.(map[string]any)
+	if !ok {
+		return FetchRequest{}, "", false, r.TypeError("utils.fetch request must be an object")
+	}
+	request = FetchRequest{Method: http.MethodGet}
+	for name, value := range members {
+		switch name {
+		case "url":
+			if request.URL, ok = value.(string); !ok {
+				return FetchRequest{}, "", false, r.TypeError("utils.fetch url must be a string")
+			}
+		case "method":
+			if value == nil {
+				continue
+			}
+			method, isString := value.(string)
+			if !isString {
+				return FetchRequest{}, "", false, r.TypeError("utils.fetch method must be a string")
+			}
+			if method = strings.ToUpper(strings.TrimSpace(method)); method != "" {
+				request.Method = method
+			}
+		case "headers":
+			if value == nil {
+				continue
+			}
+			headers, isObject := value.(map[string]any)
+			if !isObject {
+				return FetchRequest{}, "", false, r.TypeError("utils.fetch headers must be an object")
+			}
+			request.Headers = make(map[string]string, len(headers))
+			for headerName, headerValue := range headers {
+				text, isString := headerValue.(string)
+				if !isString {
+					return FetchRequest{}, "", false, r.TypeError("utils.fetch header %q must be a string", headerName)
+				}
+				request.Headers[strings.TrimSpace(headerName)] = text
+			}
+		case "responseType":
+			if value == nil {
+				continue
+			}
+			responseType, isString := value.(string)
+			if !isString || (responseType != "json" && responseType != "bytes") {
+				return FetchRequest{}, "", false, r.TypeError(`utils.fetch responseType must be "json" or "bytes"`)
+			}
+			wantBytes = responseType == "bytes"
+		default:
+			return FetchRequest{}, "", false, r.TypeError("utils.fetch request has unsupported member %q", name)
+		}
+	}
+	if request.Method != http.MethodGet && request.Method != http.MethodHead {
+		return FetchRequest{}, "", false, r.TypeError("utils.fetch supports only GET and HEAD")
+	}
+	if len(request.URL) > maxFetchURLBytes {
+		return FetchRequest{}, "", false, r.TypeError("utils.fetch url exceeds %d bytes", maxFetchURLBytes)
+	}
+	parsed, err := url.Parse(request.URL)
+	if err != nil || (parsed.Scheme != "http" && parsed.Scheme != "https") || parsed.Host == "" {
+		return FetchRequest{}, "", false, r.TypeError("utils.fetch url must be an absolute http(s) URL")
+	}
+	if err = ValidateRequestHeaders(request.Headers); err != nil {
+		return FetchRequest{}, "", false, r.TypeError("utils.fetch: %s", err)
+	}
+	return request, parsed.Host, wantBytes, nil
+}
+
+// yieldSlot lends the call's execution slot to other calls while it waits on
+// the network. Parked runtimes are bounded by the engine's parked tokens;
+// without one the call keeps its slot and waits holding it.
+func (c *runtimeCall) yieldSlot() {
+	select {
+	case c.engine.parked <- struct{}{}:
+	default:
+		return
+	}
+	c.parked = true
+	<-c.engine.semaphore
+	c.holdsSlot = false
+}
+
+// reclaimSlot takes an execution slot back for the call's JavaScript, waiting
+// no longer than the caller and fetchTimeout allow.
+func (c *runtimeCall) reclaimSlot() bool {
+	if c.holdsSlot {
+		return true
+	}
+	timer := time.NewTimer(fetchTimeout)
+	defer timer.Stop()
+	select {
+	case c.engine.semaphore <- struct{}{}:
+		c.holdsSlot = true
+	case <-c.ctx.Done():
+	case <-timer.C:
+	}
+	<-c.engine.parked
+	c.parked = false
+	return c.holdsSlot
+}
diff --git a/pkg/jsplugin/json_state.go b/pkg/jsplugin/json_state.go
index 1961b9b..bbaf71b 100644
--- a/pkg/jsplugin/json_state.go
+++ b/pkg/jsplugin/json_state.go
@@ -4,17 +4,18 @@ import (
 	"context"
 	"fmt"
 	"math"
-	"strconv"
 	"strings"
 	"unicode/utf8"
 
+	"github.com/Calcium-Ion/moejs/engine"
 	"github.com/QuantumNous/new-api/common"
-	"github.com/grafana/sobek"
 )
 
 const (
 	CapabilityJSONClone      = "json-clone@1"
 	CapabilitySubmitSSEDelta = "submit-sse-delta@1"
+	CapabilityJSONOrder      = "json-order@1"
+	CapabilityDurationAuto   = "duration-auto@1"
 	MaxJSONToolBytes         = 1 << 20
 	maxJSONToolDepth         = 32
 	maxJSONToolNodes         = 32768
@@ -23,7 +24,7 @@ const (
 
 // HasCapability describes host APIs independently of a plugin's mutable globals.
 func HasCapability(name string) bool {
-	return name == CapabilityJSONClone || name == CapabilitySubmitSSEDelta
+	return name == CapabilityJSONClone || name == CapabilitySubmitSSEDelta || name == CapabilityJSONOrder || name == CapabilityDurationAuto
 }
 
 // JSONState owns a request-local JSON result. Appended strings stay in Go and
@@ -47,6 +48,8 @@ type jsonStateBudget struct {
 	ctx   context.Context
 	bytes int
 	nodes int
+	// realm reads JavaScript values; only json.clone passes them.
+	realm *engine.Realm
 }
 
 func (b *jsonStateBudget) spend(bytes, nodes int) error {
@@ -65,41 +68,58 @@ func newJSONStateNode(value any, depth int, budget *jsonStateBudget) (*jsonState
 	if depth > maxJSONToolDepth {
 		return nil, fmt.Errorf("JSON state exceeds depth limit")
 	}
-	if js, ok := value.(sobek.Value); ok {
-		if sobek.IsUndefined(js) {
+	if js, ok := value.(engine.Value); ok {
+		if js.IsUndefined() {
 			return nil, fmt.Errorf("undefined is not a JSON value")
 		}
-		if object, ok := js.(*sobek.Object); ok {
-			switch object.ClassName() {
-			case "Object":
-				keys := object.Keys()
+		if !js.IsObject() {
+			value = budget.realm.ToGo(js)
+		} else {
+			// Getters and proxy traps run while the value is read; what they
+			// throw is returned as it is, not as a JSON error.
+			object := js.AsObject()
+			switch {
+			case object.ClassName() == "Object" && !object.IsCallable():
+				keys, err := budget.realm.EnumerableOwnKeys(object)
+				if err != nil {
+					return nil, err
+				}
 				if len(keys) > budget.nodes {
 					return nil, fmt.Errorf("JSON object exceeds node limit")
 				}
 				fields := make(map[string]any, len(keys))
 				for _, key := range keys {
-					fields[key] = object.Get(key)
+					if fields[key.GoString()], err = object.GetProp(budget.realm, key); err != nil {
+						return nil, err
+					}
 				}
 				value = fields
-			case "Array":
-				length := object.Get("length").ToInteger()
-				if length < 0 || length > int64(budget.nodes) {
+			case object.ClassName() == "Array":
+				length, err := budget.realm.LengthOfArrayLike(object)
+				if err != nil {
+					return nil, err
+				}
+				if length > int64(budget.nodes) {
 					return nil, fmt.Errorf("JSON array exceeds node limit")
 				}
 				items := make([]any, int(length))
 				for index := range items {
-					item := object.Get(strconv.Itoa(index))
-					if item == nil {
+					key := engine.IndexKey(uint32(index))
+					present, err := budget.realm.HasOwn(object, key)
+					if err != nil {
+						return nil, err
+					}
+					if !present {
 						return nil, fmt.Errorf("sparse arrays are not JSON values")
 					}
-					items[index] = item
+					if items[index], err = object.GetProp(budget.realm, key); err != nil {
+						return nil, err
+					}
 				}
 				value = items
 			default:
 				return nil, fmt.Errorf("json.clone accepts only plain objects, arrays and JSON scalars")
 			}
-		} else {
-			value = js.Export()
 		}
 	}
 	beforeBytes, beforeNodes := budget.bytes, budget.nodes
@@ -397,32 +417,32 @@ func (n *jsonStateNode) value() any {
 	return n.scalar
 }
 
-// Native JS containers are essential here: wrapping Go slices in ToValue would
-// retain host-backed array mutation behavior instead of producing a JS clone.
-func (n *jsonStateNode) jsValue(runtime *sobek.Runtime) (sobek.Value, error) {
+// Native JS containers are essential here: a lazily converted Go map would
+// read as a clone, but the result must be ordinary objects a plugin owns.
+func (n *jsonStateNode) jsValue(realm *engine.Realm) (engine.Value, error) {
 	if n.object != nil {
-		result := runtime.NewObject()
+		result := realm.NewObject()
 		for key, child := range n.object {
-			value, err := child.jsValue(runtime)
+			value, err := child.jsValue(realm)
 			if err != nil {
-				return nil, err
+				return engine.Undefined(), err
 			}
-			if err = result.DefineDataProperty(key, value, sobek.FLAG_TRUE, sobek.FLAG_TRUE, sobek.FLAG_TRUE); err != nil {
-				return nil, err
+			if err = result.CreateDataPropertyOrThrow(realm, realm.KeyFromGoString(key), value); err != nil {
+				return engine.Undefined(), err
 			}
 		}
-		return result, nil
+		return engine.ObjectValue(result), nil
 	}
 	if n.array != nil {
-		items := make([]any, len(n.array))
+		items := make([]engine.Value, len(n.array))
 		for index, child := range n.array {
-			value, err := child.jsValue(runtime)
+			value, err := child.jsValue(realm)
 			if err != nil {
-				return nil, err
+				return engine.Undefined(), err
 			}
 			items[index] = value
 		}
-		return runtime.NewArray(items...), nil
+		return engine.ObjectValue(realm.NewArrayFromSlice(items)), nil
 	}
-	return runtime.ToValue(n.value()), nil
+	return realm.FromGo(n.value())
 }
diff --git a/pkg/jsplugin/registry.go b/pkg/jsplugin/registry.go
index 7da5bf7..533ffd6 100644
--- a/pkg/jsplugin/registry.go
+++ b/pkg/jsplugin/registry.go
@@ -100,6 +100,7 @@ type Meta struct {
 	Models               []string                    `json:"models"`
 	FetchMode            string                      `json:"fetchMode"`
 	AllowedHosts         []string                    `json:"allowedHosts"`
+	Upstreams            []string                    `json:"upstreams,omitempty"`
 	Routes               []Route                     `json:"routes"`
 	Protocols            []ProtocolClaim             `json:"protocols"`
 	UsageSchema          map[string]UsageFieldSchema `json:"usageSchema,omitempty"`
@@ -108,6 +109,47 @@ type Meta struct {
 	Auth                 AuthMeta                    `json:"auth"`
 }
 
+// Upstream kinds a plugin driver can address. Every driver speaks to its
+// vendor; a driver that also builds its own native-route URLs when the channel
+// points at another New API gateway declares UpstreamKindNewAPI in
+// meta.upstreams, which is what makes it bindable to a type-60 channel.
+const (
+	UpstreamKindVendor = "vendor"
+	UpstreamKindNewAPI = "new_api"
+)
+
+// SupportsUpstream reports whether the driver handles channels of the given
+// upstream kind. The vendor kind is implied for every plugin.
+func (m Meta) SupportsUpstream(kind string) bool {
+	return kind == UpstreamKindVendor || slices.Contains(m.Upstreams, kind)
+}
+
+// PreservesJSONOrder reports whether the plugin declared json-order@1: its
+// hooks receive JSON request bodies with members in the order the client sent
+// them, and its JSON request bodies go upstream as JSON.stringify writes them.
+// Other plugins keep the cheaper Go-map path, whose members enumerate sorted.
+func (m Meta) PreservesJSONOrder() bool {
+	return slices.Contains(m.RequiredCapabilities, CapabilityJSONOrder)
+}
+
+// AcceptsAutoDuration reports whether the plugin declared duration-auto@1:
+// request validation lets a duration of -1, the vendor's "the model picks the
+// length", through to its hooks. The plugin reserves the longest duration the
+// model can produce and settles the task on the usage the vendor reports.
+func (m Meta) AcceptsAutoDuration() bool {
+	return slices.Contains(m.RequiredCapabilities, CapabilityDurationAuto)
+}
+
+// JSONTextMember names the member of a hook result (a decoded requestBody, a
+// request descriptor's body) that the host also takes as JSON text, for a
+// plugin that preserves JSON order; it is empty for other plugins.
+func (m Meta) JSONTextMember(member string) string {
+	if !m.PreservesJSONOrder() {
+		return ""
+	}
+	return member
+}
+
 // UsageProfile replaces the plugin's default usage metadata for its models.
 type UsageProfile struct {
 	Models   []string                    `json:"models"`
@@ -119,11 +161,22 @@ type UsageProfile struct {
 // must be resolved by the host first; an unknown or ambiguous model uses the
 // plugin defaults. Profile examples never inherit the default examples.
 func (m Meta) UsageForModel(model string) (map[string]UsageFieldSchema, []UsageExample) {
-	folded := asciiFold(model)
-	for _, profile := range m.UsageProfiles {
-		for _, declared := range profile.Models {
-			if asciiFold(declared) == folded {
-				return profile.Schema, profile.Examples
+	return m.UsageForModels(model)
+}
+
+// UsageForModels returns the usage metadata of the first candidate that a
+// profile declares. Runtime callers pass the final upstream model before the
+// client-facing model, so a channel mapping that sends a declared model to a
+// vendor endpoint ID keeps the declared model's profile. When no candidate is
+// profiled, the plugin defaults apply.
+func (m Meta) UsageForModels(models ...string) (map[string]UsageFieldSchema, []UsageExample) {
+	for _, model := range models {
+		folded := asciiFold(model)
+		for _, profile := range m.UsageProfiles {
+			for _, declared := range profile.Models {
+				if asciiFold(declared) == folded {
+					return profile.Schema, profile.Examples
+				}
 			}
 		}
 	}
@@ -173,6 +226,15 @@ type LoadedPlugin struct {
 	Engine *Engine
 }
 
+// UsesSubmitEventDelta reports whether SSE submissions go through
+// parseSubmitEventDelta: the plugin declares submit-sse-delta@1, or exports
+// parseSubmitEventDelta without parseSubmitEvent. A plugin that exports both
+// and declares nothing keeps the snapshot hook, as before.
+func UsesSubmitEventDelta(meta Meta, engine *Engine) bool {
+	return slices.Contains(meta.RequiredCapabilities, CapabilitySubmitSSEDelta) ||
+		engine.HasExport("parseSubmitEventDelta") && !engine.HasExport("parseSubmitEvent")
+}
+
 // RegistrySnapshot is a read-only copy of the metadata currently stored in
 // each registry layer.
 type RegistrySnapshot struct {
@@ -296,7 +358,7 @@ func CompilePlugin(source string, options Options) (*LoadedPlugin, error) {
 	engine.version = meta.Version
 	requiredHooks := []string{"buildSubmitRequest", "parseSubmitResponse", "parseTaskResult"}
 	if slices.Contains(meta.SubmitResponseTypes, "sse") {
-		if slices.Contains(meta.RequiredCapabilities, CapabilitySubmitSSEDelta) {
+		if UsesSubmitEventDelta(meta, engine) {
 			requiredHooks = append(requiredHooks, "parseSubmitEventDelta")
 		} else {
 			requiredHooks = append(requiredHooks, "parseSubmitEvent")
@@ -318,11 +380,7 @@ func CompilePlugin(source string, options Options) (*LoadedPlugin, error) {
 	}
 	artifactHooks := make(map[string]bool, 2)
 	for _, hook := range []string{"listArtifacts", "buildContentRequest"} {
-		exported, exportErr := engine.HasExport(context.Background(), hook)
-		if exportErr != nil {
-			return nil, exportErr
-		}
-		if !exported {
+		if !engine.HasExport(hook) {
 			continue
 		}
 		callable, callableErr := engine.HasCallablePath(context.Background(), hook)
@@ -470,11 +528,7 @@ func CompilePlugin(source string, options Options) (*LoadedPlugin, error) {
 		}
 	}
 	for _, removed := range []string{"resolveRequest", "renderError", "renderers"} {
-		has, e := engine.HasExport(context.Background(), removed)
-		if e != nil {
-			return nil, e
-		}
-		if has {
+		if engine.HasExport(removed) {
 			return nil, fmt.Errorf("plugin %s export %q is no longer supported", meta.Key, removed)
 		}
 	}
@@ -834,6 +888,7 @@ func cloneMeta(meta Meta) Meta {
 	meta.ChannelTypes = append([]int(nil), meta.ChannelTypes...)
 	meta.Models = append([]string(nil), meta.Models...)
 	meta.AllowedHosts = append([]string(nil), meta.AllowedHosts...)
+	meta.Upstreams = slices.Clone(meta.Upstreams)
 	meta.Routes = append([]Route(nil), meta.Routes...)
 	for index := range meta.Routes {
 		meta.Routes[index].Models = append([]string(nil), meta.Routes[index].Models...)
@@ -975,7 +1030,7 @@ func decodeMeta(value any) (Meta, error) {
 	}
 	for field := range object {
 		switch field {
-		case "requiredCapabilities", "submitResponseTypes", "sortPriority", "website", "apiVersion", "key", "name", "icon", "description", "version", "author", "baseUrl", "channelTypes", "channelType", "compatibleChannelTypes", "models", "fetchMode", "allowedHosts", "routes", "protocols", "usageSchema", "usageExamples", "usageProfiles", "auth", "endpoints", "submitPaths", "actions":
+		case "requiredCapabilities", "submitResponseTypes", "sortPriority", "website", "apiVersion", "key", "name", "icon", "description", "version", "author", "baseUrl", "channelTypes", "channelType", "compatibleChannelTypes", "models", "fetchMode", "allowedHosts", "upstreams", "routes", "protocols", "usageSchema", "usageExamples", "usageProfiles", "auth", "endpoints", "submitPaths", "actions":
 		default:
 			return Meta{}, &UnknownMetaFieldError{Field: field}
 		}
@@ -1071,6 +1126,10 @@ func decodeMeta(value any) (Meta, error) {
 	if err != nil {
 		return Meta{}, err
 	}
+	meta.Upstreams, err = strictStringSlice(object, "upstreams")
+	if err != nil {
+		return Meta{}, err
+	}
 	meta.Routes, err = decodeRoutes(object["routes"])
 	if err != nil {
 		return Meta{}, err
@@ -1159,6 +1218,13 @@ func normalizeV1Meta(meta *Meta) error {
 		}
 		seenCapabilities[name] = true
 	}
+	seenUpstreams := make(map[string]bool, len(meta.Upstreams))
+	for _, kind := range meta.Upstreams {
+		if (kind != UpstreamKindVendor && kind != UpstreamKindNewAPI) || seenUpstreams[kind] {
+			return fmt.Errorf("unsupported or duplicate upstream kind %q", kind)
+		}
+		seenUpstreams[kind] = true
+	}
 	if meta.SortPriority < math.MinInt32 || meta.SortPriority > math.MaxInt32 {
 		return fmt.Errorf("plugin meta sortPriority must be a signed 32-bit integer")
 	}
@@ -1256,6 +1322,9 @@ func normalizeV1Meta(meta *Meta) error {
 		if channelType == constant.ChannelTypeTaskPlugin {
 			return fmt.Errorf("plugin meta channelTypes must not contain the task plugin channel type")
 		}
+		if channelType == constant.ChannelTypeNewAPI {
+			return fmt.Errorf("plugin meta channelTypes must not contain the New API channel type; bind the plugin through task_extend_plugin_keys instead")
+		}
 		if _, duplicate := seenChannelTypes[channelType]; duplicate {
 			return fmt.Errorf("plugin meta channelTypes must be unique")
 		}
@@ -1724,7 +1793,7 @@ func decodeRoutes(value any) ([]Route, error) {
 		}
 		for key := range object {
 			switch key {
-			case "method", "path", "type", "action", "decode", "render", "taskIdParam", "models":
+			case "method", "path", "type", "action", "decode", "render", "taskIdParam", "models", "retainResult":
 			default:
 				return nil, fmt.Errorf("plugin meta route %d has unknown field %q", index, key)
 			}
@@ -1762,6 +1831,13 @@ func decodeRoutes(value any) ([]Route, error) {
 				return nil, fmt.Errorf("plugin meta route %d models must contain at least one model", index)
 			}
 		}
+		if value, exists := object["retainResult"]; exists {
+			retain, ok := value.(bool)
+			if !ok {
+				return nil, fmt.Errorf("plugin meta route %d retainResult must be a boolean", index)
+			}
+			route.RetainResult = &retain
+		}
 		routes = append(routes, route)
 	}
 	return routes, nil
diff --git a/pkg/jsplugin/registry_test.go b/pkg/jsplugin/registry_test.go
index a714f5a..1894f60 100644
--- a/pkg/jsplugin/registry_test.go
+++ b/pkg/jsplugin/registry_test.go
@@ -589,6 +589,7 @@ func TestRegistryValidatesChannelTypes(t *testing.T) {
 		{name: "zero rejected", channelTypes: []int{0}, wantErr: "positive channel types"},
 		{name: "negative rejected", channelTypes: []int{-1}, wantErr: "positive channel types"},
 		{name: "task plugin type rejected", channelTypes: []int{constant.ChannelTypeTaskPlugin}, wantErr: "task plugin channel type"},
+		{name: "new api type rejected", channelTypes: []int{constant.ChannelTypeNewAPI}, wantErr: "New API channel type"},
 		{name: "duplicates rejected", channelTypes: []int{1, 1}, wantErr: "must be unique"},
 	} {
 		t.Run(testCase.name, func(t *testing.T) {
@@ -1127,6 +1128,17 @@ usageProfiles: [
 	assert.Empty(t, schema)
 	assert.Nil(t, examples)
 
+	// A channel mapping may send a declared model to an undeclared endpoint ID:
+	// the first profiled candidate wins, otherwise the defaults apply.
+	schema, examples = plugin.Meta.UsageForModels("ep-endpoint", "image")
+	assert.Equal(t, plugin.Meta.UsageProfiles[0].Schema, schema)
+	assert.Nil(t, examples)
+	schema, _ = plugin.Meta.UsageForModels("video", "image")
+	assert.Equal(t, plugin.Meta.UsageProfiles[1].Schema, schema)
+	schema, examples = plugin.Meta.UsageForModels("ep-endpoint", "default")
+	assert.Equal(t, plugin.Meta.UsageSchema, schema)
+	assert.Equal(t, plugin.Meta.UsageExamples, examples)
+
 	snapshot := registry.Snapshot()
 	require.Len(t, snapshot.Override, 1)
 	profile := &snapshot.Override[0].UsageProfiles[1]
@@ -1197,6 +1209,33 @@ usageProfiles: [{models:["image"], schema:{tokens:{type:"number", unit:"token"}}
 	require.ErrorContains(t, ValidateV1Meta(plugin.Meta), "schema must be an object")
 }
 
+func TestUpstreamsManifestContract(t *testing.T) {
+	for _, tc := range []struct {
+		name, metadata string
+		valid, newAPI  bool
+	}{
+		{"omitted implies vendor", "", true, false},
+		{"vendor only", `upstreams:["vendor"],`, true, false},
+		{"vendor and new api", `upstreams:["vendor","new_api"],`, true, true},
+		{"new api only still serves its vendor", `upstreams:["new_api"],`, true, true},
+		{"unknown kind", `upstreams:["gateway"],`, false, false},
+		{"duplicate", `upstreams:["new_api","new_api"],`, false, false},
+		{"null", `upstreams:null,`, false, false},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			plugin, err := CompilePlugin(routingTestPluginSource("upstreams", 0, `["model"]`, tc.metadata, ""), Options{})
+			if !tc.valid {
+				require.Error(t, err)
+				return
+			}
+			require.NoError(t, err)
+			require.NoError(t, ValidateV1Meta(plugin.Meta))
+			assert.True(t, plugin.Meta.SupportsUpstream(UpstreamKindVendor))
+			assert.Equal(t, tc.newAPI, plugin.Meta.SupportsUpstream(UpstreamKindNewAPI))
+		})
+	}
+}
+
 func TestSubmitResponseTypesContract(t *testing.T) {
 	for _, tc := range []struct {
 		name, metadata, hook string
@@ -1207,6 +1246,9 @@ func TestSubmitResponseTypesContract(t *testing.T) {
 		{"host JSON utility", `requiredCapabilities:["json-clone@1"],`, "", true},
 		{"SSE delta", `submitResponseTypes:["sse"],requiredCapabilities:["submit-sse-delta@1"],`, `export function parseSubmitEventDelta(){return {changes:[],state:null,done:true};}`, true},
 		{"SSE delta missing hook", `submitResponseTypes:["sse"],requiredCapabilities:["submit-sse-delta@1"],`, `export function parseSubmitEvent(){return {state:null,done:true};}`, false},
+		{"SSE delta hook without declaration", `submitResponseTypes:["sse"],`, `export function parseSubmitEventDelta(){return {changes:[],state:null,done:true};}`, true},
+		{"SSE snapshot and delta hooks", `submitResponseTypes:["sse"],`, `export function parseSubmitEvent(){return {state:null,done:true};}
+export function parseSubmitEventDelta(){return {changes:[],state:null,done:true};}`, true},
 		{"delta requires SSE", `requiredCapabilities:["submit-sse-delta@1"],`, "", false},
 		{"unsupported capability version", `requiredCapabilities:["json-clone@2"],`, "", false},
 		{"duplicate capability", `requiredCapabilities:["json-clone@1","json-clone@1"],`, "", false},
diff --git a/pkg/jsplugin/request.go b/pkg/jsplugin/request.go
index 22cd655..a650eae 100644
--- a/pkg/jsplugin/request.go
+++ b/pkg/jsplugin/request.go
@@ -5,6 +5,8 @@ import (
 	"net"
 	"net/url"
 	"strings"
+
+	"golang.org/x/net/http/httpguts"
 )
 
 // ValidateRequestURL prevents plugins from directing a channel credential to
@@ -33,6 +35,30 @@ func ValidateRequestURL(requestURL, baseURL string, allowedHosts []string) error
 	return fmt.Errorf("plugin request host %q is not allowed", request.Host)
 }
 
+// ValidateRequestHeaders rejects plugin-chosen headers that the host
+// transport owns or that change how a request is framed or proxied, and
+// bounds their number and size.
+func ValidateRequestHeaders(headers map[string]string) error {
+	if len(headers) > 64 {
+		return fmt.Errorf("at most 64 request headers are allowed")
+	}
+	for name, value := range headers {
+		name = strings.TrimSpace(name)
+		if !httpguts.ValidHeaderFieldName(name) {
+			return fmt.Errorf("request header name %q is invalid", name)
+		}
+		if !httpguts.ValidHeaderFieldValue(value) || len(value) > 8192 {
+			return fmt.Errorf("request header %q has an invalid or oversized value", name)
+		}
+		switch strings.ToLower(name) {
+		case "host", "content-length", "accept-encoding", "connection", "proxy-connection", "keep-alive",
+			"proxy-authorization", "te", "trailer", "transfer-encoding", "upgrade":
+			return fmt.Errorf("request header %q is not allowed", name)
+		}
+	}
+	return nil
+}
+
 func canonicalHost(value *url.URL) string {
 	host := strings.ToLower(value.Hostname())
 	port := value.Port()
diff --git a/pkg/jsplugin/routing.go b/pkg/jsplugin/routing.go
index 24a6a4f..648da85 100644
--- a/pkg/jsplugin/routing.go
+++ b/pkg/jsplugin/routing.go
@@ -1,12 +1,14 @@
 package jsplugin
 
 import (
+	"encoding/json"
 	"fmt"
 	"maps"
 	"net/http"
 	"regexp"
 	"slices"
 	"sort"
+	"strconv"
 	"strings"
 	"time"
 
@@ -29,6 +31,11 @@ type Route struct {
 	Decode      string    `json:"decode,omitempty"`
 	Render      string    `json:"render,omitempty"`
 	TaskIDParam string    `json:"taskIdParam,omitempty"`
+	// RetainResult, when explicitly false on a submit or dynamic route, tells
+	// the host not to persist the upstream snapshot of an immediate terminal
+	// result and to treat the task as not found on every retrieval surface
+	// afterwards. nil means the route did not declare it (retain).
+	RetainResult *bool `json:"retainResult,omitempty"`
 	// Models restricts this route to the listed models. The host matches the
 	// canonical top-level "model" body field before any JS hook runs; empty
 	// means unrestricted. Must be a subset of meta.models.
@@ -88,8 +95,19 @@ var hostProtocols = []HostProtocolDefinition{
 		{Name: "retrieve", Methods: []string{http.MethodGet}, Path: "/v1/videos/:task_id", BodyKinds: []BodyKind{BodyNone}, RequiredProtocolMembers: []string{"render"}},
 		{Name: "content", Methods: []string{http.MethodGet, http.MethodHead}, Path: "/v1/videos/:task_id/content", BodyKinds: []BodyKind{BodyNone}, RequiredDriverHooks: []string{"listArtifacts", "buildContentRequest"}},
 	}},
+	// The OpenAI Images API is synchronous: both operations create a task and
+	// the host answers with the rendered image response once the task is
+	// terminal, so there is no retrieve operation and no request modes.
+	{Name: ProtocolOpenAIImage, Operations: []HostProtocolOperation{
+		{Name: "generate", Methods: []string{http.MethodPost}, Path: "/v1/images/generations", BodyKinds: []BodyKind{BodyJSON}, ModelField: "model", RequiredProtocolMembers: []string{"decodeRequest", "render"}},
+		{Name: "edit", Methods: []string{http.MethodPost}, Path: "/v1/images/edits", BodyKinds: []BodyKind{BodyJSON, BodyMultipart}, ModelField: "model", RequiredProtocolMembers: []string{"decodeRequest", "render"}},
+	}},
 }
 
+// ProtocolOpenAIImage is the host protocol that serves the OpenAI Images API
+// (`POST /v1/images/generations` and `POST /v1/images/edits`) from a plugin.
+const ProtocolOpenAIImage = "openai_image"
+
 func HostProtocol(name string) (HostProtocolDefinition, bool) {
 	for _, definition := range hostProtocols {
 		if definition.Name == name {
@@ -201,6 +219,10 @@ const (
 	ContextKeyPinnedEndpoint  = "task_plugin_pinned_endpoint"
 	ContextKeyRouteRequest    = "task_plugin_route_request"
 	ContextKeyProtocolRequest = "task_plugin_protocol_request"
+	// ContextKeyRequestBodyText holds, for a plugin that preserves JSON
+	// order, the decoded requestBody as JSON text (json.RawMessage) beside
+	// the Go value in task_request.
+	ContextKeyRequestBodyText = "task_plugin_request_body_text"
 )
 
 type PinnedPlugin struct {
@@ -228,6 +250,38 @@ type PinnedEndpoint struct {
 	Candidates  []ProtocolBinding
 }
 
+// FileReference returns the opaque ref of the index-th uploaded file in a
+// multipart field. The first file keeps the historical `request_file:<field>`
+// spelling; later files in the same repeated field (`image[]`, `image[]`)
+// append `#<index>` so a plugin can address each of them.
+func FileReference(field string, index int) string {
+	if index <= 0 {
+		return "request_file:" + field
+	}
+	return "request_file:" + field + "#" + strconv.Itoa(index)
+}
+
+// ParseFileReference resolves a ref produced by FileReference back to the
+// multipart field and the zero-based file index within that field.
+func ParseFileReference(ref string) (field string, index int, ok bool) {
+	rest, found := strings.CutPrefix(ref, "request_file:")
+	if !found || rest == "" {
+		return "", 0, false
+	}
+	field, suffix, hasIndex := strings.Cut(rest, "#")
+	if field == "" {
+		return "", 0, false
+	}
+	if !hasIndex {
+		return field, 0, true
+	}
+	parsed, err := strconv.Atoi(suffix)
+	if err != nil || parsed < 0 || strconv.Itoa(parsed) != suffix {
+		return "", 0, false
+	}
+	return field, parsed, true
+}
+
 // RouteRequestContext is the canonical request view exposed to declarative
 // routing hooks. RequestBody contains decoded JSON or multipart text fields;
 // raw binary and multipart file bytes remain host-owned.
@@ -239,55 +293,44 @@ type RouteRequestContext struct {
 	Body        any                 `json:"body"`
 	Files       []map[string]any    `json:"-"`
 	RequestBody any                 `json:"-"`
+	// BodyText is the JSON body as the client sent it, which JSValueFor
+	// gives to plugins that preserve JSON order; Body stays the Go value the
+	// host reads. Body storage never changes these bytes, which the engine
+	// parses in place.
+	BodyText json.RawMessage `json:"-"`
 }
 
+// JSValue shares the request with hooks without copying it: the engine never
+// writes JavaScript changes back into Go values, so the request must only stay
+// unchanged while a hook runs. Missing params and query still reach hooks as
+// empty objects rather than null.
 func (r RouteRequestContext) JSValue() map[string]any {
-	params := make(map[string]string, len(r.Params))
-	maps.Copy(params, r.Params)
-	query := make(map[string][]string, len(r.Query))
-	for key, values := range r.Query {
-		query[key] = append([]string(nil), values...)
+	params, query := r.Params, r.Query
+	if params == nil {
+		params = map[string]string{}
+	}
+	if query == nil {
+		query = map[string][]string{}
 	}
 	return map[string]any{
 		"path":   r.Path,
 		"method": r.Method,
 		"params": params,
 		"query":  query,
-		"body":   clonePluginRequestValue(r.Body),
+		"body":   r.Body,
 	}
 }
 
-func clonePluginRequestValue(value any) any {
-	switch typed := value.(type) {
-	case map[string]any:
-		cloned := make(map[string]any, len(typed))
-		for key, item := range typed {
-			cloned[key] = clonePluginRequestValue(item)
-		}
-		return cloned
-	case []any:
-		cloned := make([]any, len(typed))
-		for index, item := range typed {
-			cloned[index] = clonePluginRequestValue(item)
-		}
-		return cloned
-	case []string:
-		return append([]string(nil), typed...)
-	case map[string][]string:
-		cloned := make(map[string][]string, len(typed))
-		for key, values := range typed {
-			cloned[key] = append([]string(nil), values...)
-		}
-		return cloned
-	case []map[string]any:
-		cloned := make([]map[string]any, len(typed))
-		for index, item := range typed {
-			cloned[index] = clonePluginRequestValue(item).(map[string]any)
-		}
-		return cloned
-	default:
-		return value
+// JSValueFor is JSValue for the decode hooks of the plugin meta describes. A
+// plugin that preserves JSON order receives a JSON body as its text, which the
+// engine parses in place, members in the client's order: a decoder reads the
+// body, so it is parsed for every call.
+func (r RouteRequestContext) JSValueFor(meta Meta) map[string]any {
+	value := r.JSValue()
+	if len(r.BodyText) > 0 && meta.PreservesJSONOrder() {
+		value["body"] = map[string]any{"kind": string(BodyJSON), "value": RawJSON(r.BodyText)}
 	}
+	return value
 }
 
 type ProtocolRequestContext struct {
@@ -303,7 +346,15 @@ type ProtocolRequestContext struct {
 }
 
 func (p ProtocolRequestContext) JSValue() map[string]any {
-	value := p.RouteRequestContext.JSValue()
+	return p.withProtocol(p.RouteRequestContext.JSValue())
+}
+
+// JSValueFor is RouteRequestContext.JSValueFor with the protocol fields.
+func (p ProtocolRequestContext) JSValueFor(meta Meta) map[string]any {
+	return p.withProtocol(p.RouteRequestContext.JSValueFor(meta))
+}
+
+func (p ProtocolRequestContext) withProtocol(value map[string]any) map[string]any {
 	value["protocol"] = p.Protocol
 	value["operation"] = p.Operation
 	value["model"] = p.Model
@@ -712,6 +763,9 @@ func validateRoute(route *Route) error {
 		if route.Action != "" {
 			return fmt.Errorf("query route %s %s must not declare action", route.Method, route.Path)
 		}
+		if route.RetainResult != nil {
+			return fmt.Errorf("query route %s %s must not declare retainResult", route.Method, route.Path)
+		}
 		if route.TaskIDParam == "" {
 			route.TaskIDParam = "task_id"
 		}
diff --git a/pkg/jsplugin/routing_test.go b/pkg/jsplugin/routing_test.go
index 8ef72a2..fa3d950 100644
--- a/pkg/jsplugin/routing_test.go
+++ b/pkg/jsplugin/routing_test.go
@@ -81,6 +81,7 @@ func TestRegistryIndexesSharedEndpointCandidatesForDistinctLegacyProviders(t *te
 func TestSupportsRegisteredHostProtocols(t *testing.T) {
 	assert.True(t, SupportsHostProtocol("openai_responses"))
 	assert.True(t, SupportsHostProtocol("openai_video"))
+	assert.True(t, SupportsHostProtocol(ProtocolOpenAIImage))
 	assert.False(t, SupportsHostProtocol("plugin_owned_wire"))
 }
 
@@ -89,6 +90,71 @@ func TestLookupHostProtocolOperationExcludesRetrieveWithoutModelField(t *testing
 	assert.False(t, ok)
 	_, _, ok = LookupHostProtocolOperation(http.MethodPost, "/v1/responses")
 	assert.True(t, ok)
+	for _, path := range []string{"/v1/images/generations", "/v1/images/edits"} {
+		protocol, operation, found := LookupHostProtocolOperation(http.MethodPost, path)
+		require.True(t, found, path)
+		assert.Equal(t, ProtocolOpenAIImage, protocol)
+		assert.Equal(t, "model", operation.ModelField)
+		assert.Empty(t, operation.Modes, "the synchronous image protocol has no request modes")
+	}
+}
+
+// The OpenAI Images protocol is claimed in bare-string form, binds both image
+// endpoints for every declared model, and requires the render hook that shapes
+// the synchronous response.
+func TestOpenAIImageProtocolClaimBindsBothEndpointsAndRequiresRender(t *testing.T) {
+	exports := `export const protocols = {openai_image: {
+		decodeRequest: function(ctx) { return {kind: "submit", model: ctx.model, requestBody: ctx.body.value}; },
+		render: function(ctx, task) { return {data: []}; }
+	}};`
+	registry := NewRegistry()
+	plugin := mustCompileRoutingPlugin(t, "image-plugin", 17, `["image-a", "image-b"]`, `protocols: ["openai_image"],`, exports)
+	require.NoError(t, registry.ReplaceOverrides([]*LoadedPlugin{plugin}))
+	for _, path := range []string{"/v1/images/generations", "/v1/images/edits"} {
+		for _, model := range []string{"image-a", "image-b"} {
+			binding, ok := registry.Generation().LookupEndpoint(http.MethodPost, path, model)
+			require.True(t, ok, path+" "+model)
+			assert.Equal(t, ProtocolOpenAIImage, binding.Protocol)
+			assert.Same(t, plugin, binding.Plugin)
+		}
+	}
+	_, ok := registry.Generation().LookupEndpoint(http.MethodPost, "/v1/videos", "image-a")
+	assert.False(t, ok, "an image claim must not bind the video endpoint")
+
+	scoped := mustCompileRoutingPlugin(t, "image-scoped", 17, `["image-a", "image-b"]`, `protocols: [{name: "openai_image", models: ["image-a"]}],`, exports)
+	require.NoError(t, registry.ReplaceOverrides([]*LoadedPlugin{scoped}))
+	_, ok = registry.Generation().LookupEndpoint(http.MethodPost, "/v1/images/generations", "image-b")
+	assert.False(t, ok, "models narrows the image endpoint bindings")
+
+	_, err := CompilePlugin(routingTestPluginSource("image-no-render", 17, `["image-a"]`, `protocols: ["openai_image"],`,
+		`export const protocols = {openai_image: {decodeRequest: function(ctx) { return {kind: "submit", model: ctx.model}; }}};`), Options{})
+	require.ErrorContains(t, err, `missing hook "render"`)
+	_, err = CompilePlugin(routingTestPluginSource("image-modes", 17, `["image-a"]`, `protocols: [{name: "openai_image", supports: ["sync"]}],`, exports), Options{})
+	require.ErrorContains(t, err, "does not define modes")
+}
+
+func TestFileReferenceRoundTripAddressesRepeatedFieldFiles(t *testing.T) {
+	assert.Equal(t, "request_file:image[]", FileReference("image[]", 0))
+	assert.Equal(t, "request_file:image[]#2", FileReference("image[]", 2))
+	for _, tc := range []struct {
+		ref   string
+		field string
+		index int
+		ok    bool
+	}{
+		{"request_file:input_reference", "input_reference", 0, true},
+		{"request_file:image[]#1", "image[]", 1, true},
+		{"request_file:image[]#01", "", 0, false},
+		{"request_file:image[]#-1", "", 0, false},
+		{"request_file:#1", "", 0, false},
+		{"request_file:", "", 0, false},
+		{"image", "", 0, false},
+	} {
+		field, index, ok := ParseFileReference(tc.ref)
+		assert.Equal(t, tc.ok, ok, tc.ref)
+		assert.Equal(t, tc.field, field, tc.ref)
+		assert.Equal(t, tc.index, index, tc.ref)
+	}
 }
 
 func TestPerProtocolModelsNarrowEndpointBindings(t *testing.T) {
@@ -348,38 +414,82 @@ func TestRouteModelsDecodeAndValidation(t *testing.T) {
 	}
 }
 
-func TestRouteRequestContextClonesFormAndMultipartValuesPerDecoder(t *testing.T) {
+func TestRouteRetainResultDecodeAndValidation(t *testing.T) {
+	routeExports := `export const native = {
+		decodeJob: function(ctx) { return {kind: "submit", model: "gpt-5.5", requestBody: ctx.body.value}; },
+		jobCreated: function(ctx, task) { return task; },
+		jobStatus: function(ctx, task) { return task; }
+	};`
+	falseValue := false
 	tests := []struct {
-		name   string
-		body   any
-		mutate func(map[string]any)
+		name        string
+		metaFields  string
+		want        *bool
+		errContains string
 	}{
 		{
-			name: "form fields",
-			body: map[string]any{"kind": "form", "fields": map[string][]string{"prompt": {"original"}}},
-			mutate: func(value map[string]any) {
-				value["body"].(map[string]any)["fields"].(map[string][]string)["prompt"][0] = "mutated"
-			},
+			name:       "undeclared route retains",
+			metaFields: `routes: [{method: "POST", path: "/v1/batch", type: "submit", decode: "decodeJob", render: "jobCreated"}],`,
 		},
 		{
-			name: "multipart files",
-			body: map[string]any{"kind": "multipart", "files": []map[string]any{{"ref": "request_file:image", "filename": "safe.png"}}},
-			mutate: func(value map[string]any) {
-				value["body"].(map[string]any)["files"].([]map[string]any)[0]["filename"] = "mutated.png"
-			},
+			name:       "submit route declines retention",
+			metaFields: `routes: [{method: "POST", path: "/v1/batch", type: "submit", decode: "decodeJob", render: "jobCreated", retainResult: false}],`,
+			want:       &falseValue,
+		},
+		{
+			name:        "query route rejects retainResult",
+			metaFields:  `routes: [{method: "GET", path: "/v1/batch/:task_id", type: "query", render: "jobStatus", retainResult: true}],`,
+			errContains: "must not declare retainResult",
+		},
+		{
+			name:        "non-boolean value",
+			metaFields:  `routes: [{method: "POST", path: "/v1/batch", type: "submit", decode: "decodeJob", render: "jobCreated", retainResult: "no"}],`,
+			errContains: "retainResult must be a boolean",
 		},
 	}
 	for _, testCase := range tests {
 		t.Run(testCase.name, func(t *testing.T) {
-			request := RouteRequestContext{Body: testCase.body}
-			first := request.JSValue()
-			testCase.mutate(first)
-			second := request.JSValue()
-			assert.NotEqual(t, first, second)
+			plugin, err := CompilePlugin(
+				routingTestPluginSource("route-retain", 0, `["gpt-5.5"]`, testCase.metaFields, routeExports),
+				Options{},
+			)
+			if testCase.errContains != "" {
+				require.ErrorContains(t, err, testCase.errContains)
+				return
+			}
+			require.NoError(t, err)
+			require.Len(t, plugin.Meta.Routes, 1)
+			assert.Equal(t, testCase.want, plugin.Meta.Routes[0].RetainResult)
 		})
 	}
 }
 
+func TestRouteRequestContextKeepsFormAndMultipartValuesAcrossDecoderWrites(t *testing.T) {
+	plugin, err := CompilePlugin(routingTestPluginSource("route-request-writes", 0, `["gpt-5.5"]`, "", `
+export function decodeJob(ctx) {
+	const seen = {
+		prompt: ctx.body.fields.prompt[0],
+		filename: ctx.body.files[0].filename,
+		params: Object.keys(ctx.params).length,
+		query: Object.keys(ctx.query).length
+	};
+	ctx.body.fields.prompt[0] = "mutated";
+	ctx.body.files[0].filename = "mutated.png";
+	return seen;
+}`), Options{})
+	require.NoError(t, err)
+	fields := map[string][]string{"prompt": {"original"}}
+	files := []map[string]any{{"ref": "request_file:image", "filename": "safe.png"}}
+	request := RouteRequestContext{Body: map[string]any{"kind": "multipart", "fields": fields, "files": files}}
+	for range 2 {
+		seen, err := plugin.Engine.Call(context.Background(), "decodeJob", request.JSValue())
+		require.NoError(t, err)
+		assert.Equal(t, map[string]any{"prompt": "original", "filename": "safe.png", "params": int64(0), "query": int64(0)}, seen)
+	}
+	assert.Equal(t, "original", fields["prompt"][0])
+	assert.Equal(t, "safe.png", files[0]["filename"])
+}
+
 func TestRegistryNoOpMutationsKeepCurrentGeneration(t *testing.T) {
 	registry := NewRegistry()
 	plugin := mustCompileRoutingPlugin(t, "stable-generation", 0, `["model"]`, "", "")
diff --git a/pkg/jsplugin/utils.go b/pkg/jsplugin/utils.go
index c945bab..04cee98 100644
--- a/pkg/jsplugin/utils.go
+++ b/pkg/jsplugin/utils.go
@@ -6,15 +6,17 @@ import (
 	"crypto/sha256"
 	"encoding/base64"
 	"encoding/hex"
+	"errors"
 	"fmt"
+	"math"
 	"net/url"
 	"sort"
 	"strings"
 	"time"
 
+	"github.com/Calcium-Ion/moejs"
 	"github.com/golang-jwt/jwt/v5"
 	"github.com/google/uuid"
-	"github.com/grafana/sobek"
 )
 
 type volcSignRequest struct {
@@ -29,65 +31,216 @@ type volcSignRequest struct {
 	Timestamp int64             `json:"timestamp"`
 }
 
-func injectGlobals(runtime *sobek.Runtime, identity func() string, now func() time.Time, logOutput func(string)) error {
+// injectGlobals installs utils and console. currentCall returns the hook call
+// running on runtime, or nil outside one; utils.fetch reads its fetcher and
+// budget there, so no request data lives in the runtime's globals.
+func injectGlobals(runtime *moejs.Runtime, identity func() string, now func() time.Time, logOutput func(string), currentCall func() *runtimeCall) error {
 	utils := map[string]any{
-		"hasCapability": HasCapability,
+		"fetch": runtime.Function("fetch", 1, func(r *moejs.Realm, _ moejs.Value, args []moejs.Value) (moejs.Value, error) {
+			call := currentCall()
+			if call == nil {
+				return moejs.Undefined(), fmt.Errorf("utils.fetch is not available outside hooks")
+			}
+			return call.fetch(r, moejs.Arg(args, 0))
+		}),
+		"hasCapability": runtime.Function("hasCapability", 1, func(r *moejs.Realm, _ moejs.Value, args []moejs.Value) (moejs.Value, error) {
+			name, err := stringValue(r, moejs.Arg(args, 0))
+			if err != nil {
+				return moejs.Undefined(), err
+			}
+			return moejs.Bool(HasCapability(name)), nil
+		}),
 		"json": map[string]any{
-			"clone": func(call sobek.FunctionCall) sobek.Value {
-				if sobek.IsUndefined(call.Argument(0)) {
-					panic(runtime.NewTypeError("json.clone requires a JSON value"))
+			"clone": runtime.Function("clone", 1, func(r *moejs.Realm, _ moejs.Value, args []moejs.Value) (moejs.Value, error) {
+				if moejs.Arg(args, 0).IsUndefined() {
+					return moejs.Undefined(), r.TypeError("json.clone requires a JSON value")
 				}
-				budget := &jsonStateBudget{ctx: context.Background(), bytes: MaxJSONToolBytes, nodes: maxJSONToolNodes}
-				value, err := newJSONStateNode(call.Argument(0), 0, budget)
+				budget := &jsonStateBudget{ctx: context.Background(), bytes: MaxJSONToolBytes, nodes: maxJSONToolNodes, realm: r}
+				value, err := newJSONStateNode(moejs.Arg(args, 0), 0, budget)
 				if err != nil {
-					panic(runtime.NewTypeError("json.clone: %s", err))
+					var exception *moejs.Exception
+					var interrupted *moejs.InterruptedError
+					if errors.As(err, &exception) || errors.As(err, &interrupted) {
+						return moejs.Undefined(), err
+					}
+					return moejs.Undefined(), r.TypeError("json.clone: %s", err)
 				}
-				cloned, err := value.jsValue(runtime)
+				return value.jsValue(r)
+			}),
+		},
+		"unixNow": runtime.Function("unixNow", 0, func(*moejs.Realm, moejs.Value, []moejs.Value) (moejs.Value, error) {
+			return moejs.Int(now().Unix()), nil
+		}),
+		"jwtSignHS256": runtime.Function("jwtSignHS256", 2, func(r *moejs.Realm, _ moejs.Value, args []moejs.Value) (moejs.Value, error) {
+			var claims map[string]any
+			if argument := moejs.Arg(args, 0); !argument.IsNullish() {
+				exported, err := r.ToGoStrict(argument)
 				if err != nil {
-					panic(runtime.NewGoError(err))
+					return moejs.Undefined(), err
 				}
-				return cloned
-			},
-		},
-		"unixNow": func() int64 { return now().Unix() },
-		"jwtSignHS256": func(claims map[string]any, secret string) (string, error) {
-			return jwt.NewWithClaims(jwt.SigningMethodHS256, jwt.MapClaims(claims)).SignedString([]byte(secret))
-		},
-		"hmacSHA256": func(message, secret string) string {
+				var ok bool
+				if claims, ok = exported.(map[string]any); !ok {
+					return moejs.Undefined(), r.TypeError("jwtSignHS256 claims must be an object")
+				}
+			}
+			secret, err := stringValue(r, moejs.Arg(args, 1))
+			if err != nil {
+				return moejs.Undefined(), err
+			}
+			token, err := jwt.NewWithClaims(jwt.SigningMethodHS256, jwt.MapClaims(claims)).SignedString([]byte(secret))
+			if err != nil {
+				return moejs.Undefined(), err
+			}
+			return moejs.String(token), nil
+		}),
+		"hmacSHA256": runtime.Function("hmacSHA256", 2, func(r *moejs.Realm, _ moejs.Value, args []moejs.Value) (moejs.Value, error) {
+			message, err := stringValue(r, moejs.Arg(args, 0))
+			if err != nil {
+				return moejs.Undefined(), err
+			}
+			secret, err := stringValue(r, moejs.Arg(args, 1))
+			if err != nil {
+				return moejs.Undefined(), err
+			}
 			mac := hmac.New(sha256.New, []byte(secret))
 			_, _ = mac.Write([]byte(message))
-			return hex.EncodeToString(mac.Sum(nil))
-		},
-		"base64": func(value string) string { return base64.StdEncoding.EncodeToString([]byte(value)) },
-		"base64URL": func(value string) string {
-			return base64.RawURLEncoding.EncodeToString([]byte(value))
-		},
-		"base64URLDecode": func(value string) (string, error) {
+			return moejs.String(hex.EncodeToString(mac.Sum(nil))), nil
+		}),
+		"base64": runtime.Function("base64", 1, func(r *moejs.Realm, _ moejs.Value, args []moejs.Value) (moejs.Value, error) {
+			value, err := stringValue(r, moejs.Arg(args, 0))
+			if err != nil {
+				return moejs.Undefined(), err
+			}
+			return moejs.String(base64.StdEncoding.EncodeToString([]byte(value))), nil
+		}),
+		"base64URL": runtime.Function("base64URL", 1, func(r *moejs.Realm, _ moejs.Value, args []moejs.Value) (moejs.Value, error) {
+			value, err := stringValue(r, moejs.Arg(args, 0))
+			if err != nil {
+				return moejs.Undefined(), err
+			}
+			return moejs.String(base64.RawURLEncoding.EncodeToString([]byte(value))), nil
+		}),
+		"base64URLDecode": runtime.Function("base64URLDecode", 1, func(r *moejs.Realm, _ moejs.Value, args []moejs.Value) (moejs.Value, error) {
+			value, err := stringValue(r, moejs.Arg(args, 0))
+			if err != nil {
+				return moejs.Undefined(), err
+			}
 			decoded, err := base64.RawURLEncoding.DecodeString(value)
-			return string(decoded), err
-		},
-		"uuid": func() string { return uuid.NewString() },
-		"volcSignV4": func(request volcSignRequest) (map[string]string, error) {
-			return signVolcV4(request, now)
-		},
+			if err != nil {
+				return moejs.Undefined(), err
+			}
+			return moejs.String(string(decoded)), nil
+		}),
+		"uuid": runtime.Function("uuid", 0, func(*moejs.Realm, moejs.Value, []moejs.Value) (moejs.Value, error) {
+			return moejs.String(uuid.NewString()), nil
+		}),
+		"volcSignV4": runtime.Function("volcSignV4", 1, func(r *moejs.Realm, _ moejs.Value, args []moejs.Value) (moejs.Value, error) {
+			// Fields are read by their Go names, as plugins have always
+			// passed them.
+			var request volcSignRequest
+			argument := moejs.Arg(args, 0)
+			if !argument.IsNullish() && !argument.IsObject() {
+				return moejs.Undefined(), r.TypeError("volcSignV4 request must be an object")
+			}
+			if argument.IsObject() {
+				object := argument.AsObject()
+				fields := []struct {
+					name   string
+					target *string
+				}{
+					{"Method", &request.Method}, {"URL", &request.URL}, {"Body", &request.Body},
+					{"AccessKey", &request.AccessKey}, {"SecretKey", &request.SecretKey},
+					{"Region", &request.Region}, {"Service", &request.Service},
+				}
+				for _, field := range fields {
+					value, err := object.GetProp(r, r.KeyFromGoString(field.name))
+					if err != nil {
+						return moejs.Undefined(), err
+					}
+					if *field.target, err = stringValue(r, value); err != nil {
+						return moejs.Undefined(), err
+					}
+				}
+				headers, err := object.GetProp(r, r.KeyFromGoString("Headers"))
+				if err != nil {
+					return moejs.Undefined(), err
+				}
+				if headers.IsObject() {
+					keys, err := r.EnumerableOwnKeys(headers.AsObject())
+					if err != nil {
+						return moejs.Undefined(), err
+					}
+					request.Headers = make(map[string]string, len(keys))
+					for _, key := range keys {
+						value, err := headers.AsObject().GetProp(r, key)
+						if err != nil {
+							return moejs.Undefined(), err
+						}
+						if request.Headers[key.GoString()], err = stringValue(r, value); err != nil {
+							return moejs.Undefined(), err
+						}
+					}
+				}
+				timestamp, err := object.GetProp(r, r.KeyFromGoString("Timestamp"))
+				if err != nil {
+					return moejs.Undefined(), err
+				}
+				if !timestamp.IsNullish() {
+					seconds, err := r.ToNumber(timestamp)
+					if err != nil {
+						return moejs.Undefined(), err
+					}
+					if !math.IsNaN(seconds) && !math.IsInf(seconds, 0) {
+						request.Timestamp = int64(seconds)
+					}
+				}
+			}
+			signed, err := signVolcV4(request, now)
+			if err != nil {
+				return moejs.Undefined(), err
+			}
+			return r.FromGo(signed)
+		}),
 	}
-	if err := runtime.Set("utils", utils); err != nil {
+	if err := runtime.SetGlobal("utils", utils); err != nil {
 		return err
 	}
-	console := runtime.NewObject()
-	if err := console.Set("log", func(call sobek.FunctionCall) sobek.Value {
-		parts := make([]string, len(call.Arguments))
-		for i, argument := range call.Arguments {
-			parts[i] = argument.String()
-		}
-		if logOutput != nil {
-			logOutput(identity() + " " + strings.Join(parts, " "))
-		}
-		return sobek.Undefined()
-	}); err != nil {
-		return err
+	return runtime.SetGlobal("console", map[string]any{
+		"log": runtime.Function("log", 0, func(r *moejs.Realm, _ moejs.Value, args []moejs.Value) (moejs.Value, error) {
+			parts := make([]string, len(args))
+			for i, argument := range args {
+				if argument.IsSymbol() {
+					parts[i] = argument.String()
+					continue
+				}
+				text, err := r.ToString(argument)
+				if err != nil {
+					return moejs.Undefined(), err
+				}
+				parts[i] = text.GoString()
+			}
+			if logOutput != nil {
+				logOutput(identity() + " " + strings.Join(parts, " "))
+			}
+			return moejs.Undefined(), nil
+		}),
+	})
+}
+
+// stringValue reads a host function's string parameter: undefined and null
+// read as "", other values as JavaScript's String(value).
+func stringValue(r *moejs.Realm, value moejs.Value) (string, error) {
+	if value.IsNullish() {
+		return "", nil
 	}
-	return runtime.Set("console", console)
+	if value.IsString() {
+		return value.AsString().GoString(), nil
+	}
+	text, err := r.ToString(value)
+	if err != nil {
+		return "", err
+	}
+	return text.GoString(), nil
 }
 
 func signVolcV4(request volcSignRequest, now func() time.Time) (map[string]string, error) {
diff --git a/pkg/model_fingerprint/response.go b/pkg/model_fingerprint/response.go
index d1fd50b..4670dfe 100644
--- a/pkg/model_fingerprint/response.go
+++ b/pkg/model_fingerprint/response.go
@@ -13,6 +13,7 @@ var ErrInvalidSample = errors.New("invalid probe answer")
 var ErrIncomplete = errors.New("probe response incomplete")
 
 type ProbeResponse struct {
+	FirstTokenMS     *int64 `json:"-"`
 	Text             string `json:"-"`
 	DeclaredModel    string `json:"declared_model,omitempty"`
 	InputTokens      int64  `json:"input_tokens"`
@@ -59,7 +60,7 @@ func completedResponse(response gjson.Result) (ProbeResponse, error) {
 
 // Only a complete response is a sample. Partial deltas, tool calls and a
 // truncated stream cannot become a model verdict. Total bytes are bounded.
-func ReadResponse(reader io.Reader, contentType string) (ProbeResponse, error) {
+func ReadResponse(reader io.Reader, contentType string, onFirstText ...func()) (ProbeResponse, error) {
 	limited := &io.LimitedReader{R: reader, N: 8 << 20}
 	buffered := bufio.NewReader(limited)
 	peek, _ := buffered.Peek(1)
@@ -78,6 +79,7 @@ func ReadResponse(reader io.Reader, contentType string) (ProbeResponse, error) {
 	var data strings.Builder
 	var deltas strings.Builder
 	refused := false
+	firstText := false
 	for scanner.Scan() {
 		line := scanner.Text()
 		if strings.HasPrefix(line, "data:") {
@@ -104,6 +106,12 @@ func ReadResponse(reader io.Reader, contentType string) (ProbeResponse, error) {
 		event := gjson.Parse(payload)
 		typ := event.Get("type").String()
 		if typ == "response.output_text.delta" {
+			if !firstText && event.Get("delta").String() != "" {
+				firstText = true
+				for _, observe := range onFirstText {
+					observe()
+				}
+			}
 			deltas.WriteString(event.Get("delta").String())
 			if deltas.Len() > 65536 {
 				return ProbeResponse{}, ErrInvalidSample
diff --git a/pkg/perf_metrics/flush.go b/pkg/perf_metrics/flush.go
index dddc247..03b6d03 100644
--- a/pkg/perf_metrics/flush.go
+++ b/pkg/perf_metrics/flush.go
@@ -1,7 +1,6 @@
 package perfmetrics
 
 import (
-	"fmt"
 	"strconv"
 	"time"
 
@@ -52,7 +51,7 @@ func flushCompletedBuckets() {
 		})
 		if err != nil {
 			bucket.addCounters(drained)
-			common.SysError(fmt.Sprintf("failed to flush perf metric bucket model=%s group=%s bucket=%d: %s", k.model, k.group, k.bucketTs, err.Error()))
+			common.SysError(common.LogText("failed to flush perf metric bucket model=%s group=%s bucket=%d: %s", k.model, k.group, k.bucketTs, err.Error()))
 			return true
 		}
 
@@ -73,7 +72,7 @@ func cleanupExpiredMetrics(retentionDays int) {
 	}
 	cutoff := time.Now().Add(-time.Duration(retentionDays) * 24 * time.Hour).Unix()
 	if err := model.DeletePerfMetricsBefore(cutoff); err != nil {
-		common.SysError("failed to cleanup expired perf metrics: " + err.Error())
+		common.SysError(common.LogText("failed to cleanup expired perf metrics: %s", err.Error()))
 	}
 }
 
diff --git a/pkg/perf_metrics/metrics.go b/pkg/perf_metrics/metrics.go
index 31a489d..08c67ab 100644
--- a/pkg/perf_metrics/metrics.go
+++ b/pkg/perf_metrics/metrics.go
@@ -1,6 +1,7 @@
 package perfmetrics
 
 import (
+	"cmp"
 	"context"
 	"fmt"
 	"math"
@@ -23,6 +24,11 @@ var hotBuckets sync.Map
 // hiding fields or making response-only privacy hardening changes.
 const seriesSchema = "dbcd0a3c01b55203"
 
+// MaxRecentModels bounds the historical lookups made by one summary request.
+const MaxRecentModels = 50
+const recentSuccessSampleLimit = 24
+const recentSuccessHistoryHours = 7 * 24
+
 func Init() {
 	go flushLoop()
 }
@@ -67,6 +73,41 @@ func RecordRelayResult(ctx context.Context, info *relaycommon.RelayInfo, apiErr
 	})
 }
 
+// RecordTaskResult samples one async task exactly once, at its terminal
+// transition, after the polling status CAS is won. Latency is the end-to-end
+// task duration (second resolution, unlike the ms-resolution relay samples);
+// throughput is only present when the provider reports tokens.
+func RecordTaskResult(task *model.Task, result *relaycommon.TaskInfo) {
+	if task == nil {
+		return
+	}
+	modelName := task.Properties.OriginModelName
+	if bc := task.PrivateData.BillingContext; bc != nil && bc.OriginModelName != "" {
+		modelName = bc.OriginModelName
+	}
+	endTs := task.FinishTime
+	if endTs <= 0 {
+		endTs = time.Now().Unix()
+	}
+	sample := Sample{
+		Model:   modelName,
+		Group:   task.Group,
+		Success: task.Status == model.TaskStatusSuccess,
+	}
+	if task.SubmitTime > 0 && endTs > task.SubmitTime {
+		sample.LatencyMs = (endTs - task.SubmitTime) * 1000
+	}
+	if sample.Success && result != nil {
+		tokens := int64(cmp.Or(result.TotalTokens, result.CompletionTokens))
+		genStart := cmp.Or(task.StartTime, task.SubmitTime)
+		if tokens > 0 && genStart > 0 && endTs > genStart {
+			sample.OutputTokens = tokens
+			sample.GenerationMs = (endTs - genStart) * 1000
+		}
+	}
+	Record(sample)
+}
+
 func Record(sample Sample) {
 	setting := perf_metrics_setting.GetSetting()
 	if !setting.Enabled || sample.Model == "" {
@@ -154,16 +195,43 @@ func Query(params QueryParams) (QueryResult, error) {
 	return result, nil
 }
 
-func QuerySummaryAll(hours int, groups []string) (SummaryAllResult, error) {
-	startTs, endTs := queryWindow(time.Now(), hours)
+func QuerySummaryAll(hours int, groups []string, recentModels ...string) (SummaryAllResult, error) {
+	if len(recentModels) > MaxRecentModels {
+		return SummaryAllResult{}, common.NewMessage("Invalid parameters")
+	}
+	now := time.Now()
+	startTs, endTs := queryWindow(now, hours)
+	recentStartTs, _ := queryWindow(now, recentSuccessHistoryHours)
 	allowedGroups := allowedGroupSet(groups)
+	queryStartTs := startTs
 
-	rows, err := model.GetPerfMetricsSummaryBucketsAll(startTs, endTs, groups)
+	recentBuckets := make(map[string]map[int64]counters, len(recentModels))
+	for _, name := range recentModels {
+		if name == "" {
+			continue
+		}
+		if _, exists := recentBuckets[name]; exists {
+			continue
+		}
+		recentBuckets[name] = map[int64]counters{}
+		buckets, err := model.GetRecentPerfMetricSuccessBuckets(name, recentStartTs, endTs, groups, recentSuccessSampleLimit)
+		if err != nil {
+			return SummaryAllResult{}, err
+		}
+		for _, bucket := range buckets {
+			queryStartTs = min(queryStartTs, bucket.BucketTs)
+			mergeModelBucket(recentBuckets, name, bucket.BucketTs, counters{
+				requestCount: bucket.RequestCount,
+				successCount: bucket.SuccessCount,
+			})
+		}
+	}
+
+	rows, err := model.GetPerfMetricsSummaryBucketsAll(queryStartTs, endTs, groups)
 	if err != nil {
 		return SummaryAllResult{}, err
 	}
 
-	totals := map[string]counters{}
 	modelBuckets := map[string]map[int64]counters{}
 	for _, row := range rows {
 		value := counters{
@@ -173,13 +241,12 @@ func QuerySummaryAll(hours int, groups []string) (SummaryAllResult, error) {
 			outputTokens:   row.OutputTokens,
 			generationMs:   row.GenerationMs,
 		}
-		mergeModelTotals(totals, row.ModelName, value)
 		mergeModelBucket(modelBuckets, row.ModelName, row.BucketTs, value)
 	}
 
 	hotBuckets.Range(func(key, value any) bool {
 		k := key.(bucketKey)
-		if k.bucketTs < startTs || k.bucketTs > endTs {
+		if k.bucketTs > endTs {
 			return true
 		}
 		if allowedGroups != nil {
@@ -191,11 +258,41 @@ func QuerySummaryAll(hours int, groups []string) (SummaryAllResult, error) {
 		if snap.requestCount == 0 {
 			return true
 		}
-		mergeModelTotals(totals, k.model, snap)
+		if _, requested := recentBuckets[k.model]; requested && k.bucketTs >= recentStartTs {
+			mergeModelBucket(recentBuckets, k.model, k.bucketTs, snap)
+		}
+		if k.bucketTs < queryStartTs {
+			return true
+		}
 		mergeModelBucket(modelBuckets, k.model, k.bucketTs, snap)
 		return true
 	})
 
+	recentSeries := make(map[string][]SuccessRatePoint, len(recentBuckets))
+	for name, buckets := range recentBuckets {
+		points := recentSuccessSeries(buckets)
+		if len(points) == 0 {
+			continue
+		}
+		recentSeries[name] = points[max(0, len(points)-recentSuccessSampleLimit):]
+	}
+
+	// Requested models are summarized over the same hours as their status samples.
+	totals := map[string]counters{}
+	for name, buckets := range modelBuckets {
+		fromTs := startTs
+		if points, ok := recentSeries[name]; ok {
+			fromTs = points[0].Ts
+		}
+		for bucketTs, value := range buckets {
+			if bucketTs < fromTs {
+				delete(buckets, bucketTs)
+				continue
+			}
+			mergeModelTotals(totals, name, value)
+		}
+	}
+
 	all := counters{}
 	models := make([]ModelSummary, 0, len(totals))
 	for name, total := range totals {
@@ -226,7 +323,10 @@ func QuerySummaryAll(hours int, groups []string) (SummaryAllResult, error) {
 		return models[i].RequestCount > models[j].RequestCount
 	})
 
-	return SummaryAllResult{Summary: summarize(all), WindowStart: startTs, WindowEnd: endTs, Models: models}, nil
+	return SummaryAllResult{
+		Summary: summarize(all), WindowStart: startTs, WindowEnd: endTs,
+		Models: models, RecentSuccessSeries: recentSeries,
+	}, nil
 }
 
 // QueryGroups combines raw bucket counters so busy models carry their actual weight.
diff --git a/pkg/perf_metrics/metrics_test.go b/pkg/perf_metrics/metrics_test.go
index 5a77cfc..8ed2a2c 100644
--- a/pkg/perf_metrics/metrics_test.go
+++ b/pkg/perf_metrics/metrics_test.go
@@ -12,6 +12,7 @@ import (
 	"github.com/QuantumNous/new-api/model"
 	relaycommon "github.com/QuantumNous/new-api/relay/common"
 	"github.com/QuantumNous/new-api/relaykit/types"
+	"github.com/samber/lo"
 	"github.com/stretchr/testify/assert"
 	"github.com/stretchr/testify/require"
 )
@@ -109,6 +110,52 @@ func TestHourlySuccessSeriesWeightsSmallerBuckets(t *testing.T) {
 	assert.Equal(t, []SuccessRatePoint{{Ts: 3600, SuccessRate: 99.01}, {Ts: 7200, SuccessRate: 100}}, points)
 }
 
+func TestRecentHistoryRejectsOversizedModelLists(t *testing.T) {
+	_, err := QuerySummaryAll(24, nil, make([]string, 51)...)
+	require.EqualError(t, err, "Invalid parameters")
+}
+
+// Terminal task sampling: success/failure counts, end-to-end latency, and
+// token throughput only for successful tasks that report tokens.
+func TestRecordTaskResultSamplesTerminalTasks(t *testing.T) {
+	hotBuckets.Clear()
+	t.Cleanup(func() { hotBuckets.Clear() })
+	now := time.Now().Unix()
+	RecordTaskResult(&model.Task{
+		Status:     model.TaskStatusSuccess,
+		Group:      "a",
+		SubmitTime: now - 120,
+		StartTime:  now - 100,
+		FinishTime: now,
+		Properties: model.Properties{OriginModelName: "video-model"},
+	}, &relaycommon.TaskInfo{TotalTokens: 5000})
+	RecordTaskResult(&model.Task{
+		Status:     model.TaskStatusFailure,
+		Group:      "a",
+		SubmitTime: now - 60,
+		FinishTime: now,
+		Properties: model.Properties{OriginModelName: "video-model"},
+	}, relaycommon.FailTaskInfo("boom"))
+	RecordTaskResult(&model.Task{Status: model.TaskStatusSuccess, FinishTime: now}, nil)
+
+	merged := map[bucketKey]counters{}
+	hotBuckets.Range(func(key, value any) bool {
+		k := key.(bucketKey)
+		require.Equal(t, "video-model", k.model)
+		require.Equal(t, "a", k.group)
+		k.bucketTs = 0
+		mergeCounters(merged, k, value.(*atomicBucket).snapshot())
+		return true
+	})
+	assert.Equal(t, counters{
+		requestCount:   2,
+		successCount:   1,
+		totalLatencyMs: 180000,
+		outputTokens:   5000,
+		generationMs:   100000,
+	}, merged[bucketKey{model: "video-model", group: "a"}])
+}
+
 // TEST_PERF_MYSQL_DSN / TEST_PERF_POSTGRES_DSN optionally run the aggregation
 // against isolated real MySQL/PostgreSQL databases.
 func TestPerformanceAggregationAndFlush(t *testing.T) {
@@ -140,6 +187,13 @@ func TestPerformanceAggregationAndFlush(t *testing.T) {
 			t.Cleanup(func() { require.NoError(t, sqlDB.Close()) })
 			require.NoError(t, db.Migrator().DropTable(&model.PerfMetric{}))
 			require.NoError(t, db.AutoMigrate(&model.PerfMetric{}))
+			versionQuery := "SELECT version()"
+			if dialect.name == "sqlite" {
+				versionQuery = "SELECT sqlite_version()"
+			}
+			var version string
+			require.NoError(t, db.Raw(versionQuery).Scan(&version).Error)
+			t.Logf("database version: %s", version)
 
 			now := time.Now()
 			start, _ := queryWindow(now, 24)
@@ -208,6 +262,91 @@ func TestPerformanceAggregationAndFlush(t *testing.T) {
 			require.NoError(t, err)
 			assert.Equal(t, 98.04, combined.Summary.SuccessRate)
 			assert.Equal(t, 99.01, combined.Models[0].SuccessRate)
+
+			t.Run("recent models are summarized over their status sample hours", func(t *testing.T) {
+				for i := range 26 {
+					require.NoError(t, model.UpsertPerfMetric(&model.PerfMetric{
+						ModelName: "history-model", Group: "a", BucketTs: hour - int64(i+1)*6*3600,
+						RequestCount: 1, SuccessCount: 1,
+					}))
+				}
+				for _, row := range []model.PerfMetric{
+					{ModelName: "history-model", Group: "a", BucketTs: hour + 60, RequestCount: 100, SuccessCount: 100},
+					{ModelName: "history-model", Group: "inactive", BucketTs: hour + 120, RequestCount: 100},
+					{ModelName: "history-model", Group: "a", BucketTs: hour + 2*3600, RequestCount: 1},
+					{ModelName: "history-idle", Group: "a", BucketTs: hour - 3*24*3600, RequestCount: 1},
+					{ModelName: "history-hidden", Group: "inactive", BucketTs: hour - 3*24*3600, RequestCount: 1},
+				} {
+					require.NoError(t, model.UpsertPerfMetric(&row))
+				}
+				require.NoError(t, db.Create(&model.PerfMetric{ModelName: "history-model", Group: "a", BucketTs: hour - 3600}).Error)
+				hotFailure := &atomicBucket{}
+				hotFailure.add(Sample{})
+				hotBuckets.Store(bucketKey{model: "history-model", group: "b", bucketTs: hour + 120}, hotFailure)
+				hotSuccess := &atomicBucket{}
+				hotSuccess.add(Sample{Success: true})
+				hotBuckets.Store(bucketKey{model: "history-hot", group: "a", bucketTs: hour}, hotSuccess)
+				hiddenFailure := &atomicBucket{}
+				hiddenFailure.add(Sample{})
+				hotBuckets.Store(bucketKey{model: "history-hidden", group: "inactive", bucketTs: hour}, hiddenFailure)
+
+				window, err := QuerySummaryAll(24, groups)
+				require.NoError(t, err)
+				history, err := QuerySummaryAll(24, groups, "history-model", "history-idle", "history-hidden", "history-hot", "missing")
+				require.NoError(t, err)
+				assert.Equal(t, window.WindowStart, history.WindowStart)
+				summaries := lo.KeyBy(history.Models, func(m ModelSummary) string { return m.ModelName })
+				assert.Equal(t, int64(124), summaries["history-model"].RequestCount)
+				assert.Equal(t, 99.19, summaries["history-model"].SuccessRate)
+				assert.Equal(t, int64(1), summaries["history-idle"].RequestCount)
+				assert.Equal(t, 0.0, summaries["history-idle"].SuccessRate)
+				assert.NotContains(t, summaries, "history-hidden")
+				points := history.RecentSuccessSeries["history-model"]
+				require.Len(t, points, 24)
+				expected := make([]SuccessRatePoint, 0, 24)
+				for i := 23; i > 0; i-- {
+					expected = append(expected, SuccessRatePoint{Ts: hour - int64(i)*6*3600, SuccessRate: 100})
+				}
+				expected = append(expected, SuccessRatePoint{Ts: hour, SuccessRate: 99.01})
+				assert.Equal(t, expected, points)
+				assert.Equal(t, []SuccessRatePoint{{Ts: hour - 3*24*3600, SuccessRate: 0}}, history.RecentSuccessSeries["history-idle"])
+				assert.Equal(t, []SuccessRatePoint{{Ts: hour, SuccessRate: 100}}, history.RecentSuccessSeries["history-hot"])
+				assert.Empty(t, history.RecentSuccessSeries["history-hidden"])
+				assert.Empty(t, history.RecentSuccessSeries["missing"])
+
+				denied, err := QuerySummaryAll(24, []string{}, "history-model", "history-hidden")
+				require.NoError(t, err)
+				assert.Empty(t, denied.RecentSuccessSeries)
+				flushCompletedBuckets()
+				persisted, err := QuerySummaryAll(24, groups, "history-model", "history-hot")
+				require.NoError(t, err)
+				assert.Equal(t, points, persisted.RecentSuccessSeries["history-model"])
+				assert.Equal(t, history.RecentSuccessSeries["history-hot"], persisted.RecentSuccessSeries["history-hot"])
+			})
+
+			t.Run("recent history stops at the 7 day boundary even with fewer than 24 samples", func(t *testing.T) {
+				historyStart, _ := queryWindow(now, 7*24)
+				for _, row := range []model.PerfMetric{
+					{ModelName: "history-boundary", Group: "a", BucketTs: historyStart, RequestCount: 1, SuccessCount: 1},
+					{ModelName: "history-boundary", Group: "a", BucketTs: historyStart - 3600, RequestCount: 1},
+					{ModelName: "history-expired", Group: "a", BucketTs: historyStart - 3600, RequestCount: 1},
+				} {
+					require.NoError(t, model.UpsertPerfMetric(&row))
+				}
+				hotExpired := &atomicBucket{}
+				hotExpired.add(Sample{Success: true})
+				hotBuckets.Store(bucketKey{model: "history-hot-expired", group: "a", bucketTs: historyStart - 3600}, hotExpired)
+				hotBoundary := &atomicBucket{}
+				hotBoundary.add(Sample{Success: true})
+				hotBuckets.Store(bucketKey{model: "history-hot-boundary", group: "a", bucketTs: historyStart}, hotBoundary)
+
+				history, err := QuerySummaryAll(24, groups, "history-boundary", "history-expired", "history-hot-expired", "history-hot-boundary")
+				require.NoError(t, err)
+				assert.Equal(t, []SuccessRatePoint{{Ts: historyStart, SuccessRate: 100}}, history.RecentSuccessSeries["history-boundary"])
+				assert.Equal(t, []SuccessRatePoint{{Ts: historyStart, SuccessRate: 100}}, history.RecentSuccessSeries["history-hot-boundary"])
+				assert.Empty(t, history.RecentSuccessSeries["history-expired"])
+				assert.Empty(t, history.RecentSuccessSeries["history-hot-expired"])
+			})
 		})
 	}
 }
diff --git a/pkg/perf_metrics/outcome.go b/pkg/perf_metrics/outcome.go
index 0b013dd..410a31e 100644
--- a/pkg/perf_metrics/outcome.go
+++ b/pkg/perf_metrics/outcome.go
@@ -18,19 +18,25 @@ const (
 )
 
 // ClassifyRelayOutcome decides whether one finished relay counts as a health
-// sample. Business rejections and client cancellations are not samples; the
-// classification is independent of retries, channel disabling and billing.
+// sample. Business rejections and cancellations during generation are not
+// samples; a stream already completed normally without errors remains eligible
+// after its context is canceled. Classification is independent of retries,
+// channel disabling and billing.
 func ClassifyRelayOutcome(ctx context.Context, info *relaycommon.RelayInfo, apiErr *types.NewAPIError) Outcome {
 	if info == nil || info.PerformanceBusinessRejection {
 		return OutcomeIgnored
 	}
-	if ctx != nil && ctx.Err() == context.Canceled {
+	stream := info.StreamStatus.OutcomeSnapshot()
+	completedNormally := info.IsStream && info.StreamStatus != nil && apiErr == nil &&
+		stream.Response == relaycommon.ResponseOutcomeCompleted &&
+		(stream.EndReason == relaycommon.StreamEndReasonEOF || stream.EndReason == relaycommon.StreamEndReasonDone) &&
+		!stream.HasErrors && info.StreamStatus.EndError == nil
+	if ctx != nil && ctx.Err() == context.Canceled && !completedNormally {
 		return OutcomeIgnored
 	}
 	if apiErr != nil && errors.Is(apiErr, context.Canceled) {
 		return OutcomeIgnored
 	}
-	stream := info.StreamStatus.OutcomeSnapshot()
 	if stream.Response == relaycommon.ResponseOutcomeFailed {
 		return classifyFailure(false, stream.ErrorCode, stream.ErrorType, stream.ErrorStatus)
 	}
diff --git a/pkg/perf_metrics/types.go b/pkg/perf_metrics/types.go
index 36b3abc..3b2e638 100644
--- a/pkg/perf_metrics/types.go
+++ b/pkg/perf_metrics/types.go
@@ -81,6 +81,9 @@ type SummaryAllResult struct {
 	WindowStart int64          `json:"window_start"`
 	WindowEnd   int64          `json:"window_end"`
 	Models      []ModelSummary `json:"models"`
+	// RecentSuccessSeries contains up to 24 nonempty hours from the last 7 days,
+	// including requested models with no traffic in the summary window.
+	RecentSuccessSeries map[string][]SuccessRatePoint `json:"recent_success_series,omitempty"`
 }
 
 type bucketKey struct {
diff --git a/pkg/wsmanager/wsmanager.go b/pkg/wsmanager/wsmanager.go
index 7a7b41a..e0787ae 100644
--- a/pkg/wsmanager/wsmanager.go
+++ b/pkg/wsmanager/wsmanager.go
@@ -97,7 +97,7 @@ func CloseChannels(channelIDs []int, reason string) int {
 		e.close(reason)
 	}
 	if len(entries) > 0 {
-		common.SysLog(fmt.Sprintf("closed %d active websocket connection(s), channels=%v, kinds=%v, reason=%s", len(entries), entryChannelIDs(entries), entryKindCounts(entries), reason))
+		common.SysLog(common.LogText("closed %d active websocket connection(s), channels=%v, kinds=%v, reason=%s", len(entries), entryChannelIDs(entries), entryKindCounts(entries), reason))
 	}
 	return len(entries)
 }
@@ -105,7 +105,7 @@ func CloseChannels(channelIDs []int, reason string) int {
 func CloseChannelsAndBroadcast(channelIDs []int, reason string) int {
 	count := CloseChannels(channelIDs, reason)
 	if err := PublishCloseChannels(context.Background(), channelIDs, reason); err != nil {
-		common.SysLog(fmt.Sprintf("failed to publish websocket close event: %v", err))
+		common.SysLog(common.LogText("failed to publish websocket close event: %v", err))
 	}
 	return count
 }
@@ -164,7 +164,7 @@ func receiveChannelCloseEvents(ctx context.Context, ch <-chan *redis.Message, or
 			}
 			var event closeEvent
 			if err := common.Unmarshal([]byte(msg.Payload), &event); err != nil {
-				common.SysLog(fmt.Sprintf("failed to unmarshal websocket close event: %v", err))
+				common.SysLog(common.LogText("failed to unmarshal websocket close event: %v", err))
 				continue
 			}
 			if event.Origin == origin {
diff --git a/plugins/alibaba_responses_test.go b/plugins/alibaba_responses_test.go
index 4e5f83d..974d24e 100644
--- a/plugins/alibaba_responses_test.go
+++ b/plugins/alibaba_responses_test.go
@@ -42,7 +42,7 @@ func TestAlibabaResponsesProtocol(t *testing.T) {
 	})
 
 	t.Run("selects image and video usage profiles for every declared model", func(t *testing.T) {
-		require.Len(t, plugin.Meta.UsageProfiles, 2)
+		require.Len(t, plugin.Meta.UsageProfiles, 9)
 		covered := make(map[string]bool)
 		for _, profile := range plugin.Meta.UsageProfiles {
 			for _, name := range profile.Models {
@@ -54,13 +54,30 @@ func TestAlibabaResponsesProtocol(t *testing.T) {
 			require.True(t, covered[name], name)
 			schema, examples := plugin.Meta.UsageForModel(name)
 			assert.Empty(t, examples)
-			isImage := strings.Contains(name, "-image") || strings.Contains(name, "-t2i")
-			if isImage {
+			isImage := strings.Contains(name, "-image") || strings.Contains(name, "-t2i") || strings.Contains(name, "-i2i")
+			switch {
+			case strings.HasPrefix(name, "qwen-image-3.0"):
+				assert.ElementsMatch(t, []string{"image_count", "output_image_type", "input_image_count"}, keysOf(schema), name)
+				assert.Equal(t, plugin.Meta.UsageSchema["image_count"], schema["image_count"], name)
+				assert.Equal(t, []string{"qima_output_1k", "qima_output_2k"}, schema["output_image_type"].Enum, name)
+			case name == "z-image-turbo":
+				assert.ElementsMatch(t, []string{"image_count", "prompt_extend"}, keysOf(schema), name)
+				assert.Equal(t, "boolean", schema["prompt_extend"].Type, name)
+			case isImage:
 				assert.Equal(t, map[string]jsplugin.UsageFieldSchema{"image_count": plugin.Meta.UsageSchema["image_count"]}, schema, name)
-			} else {
-				assert.Equal(t, map[string]jsplugin.UsageFieldSchema{
-					"seconds": plugin.Meta.UsageSchema["seconds"], "resolution": plugin.Meta.UsageSchema["resolution"],
-				}, schema, name)
+			case name == "wan2.6-i2v-flash":
+				assert.ElementsMatch(t, []string{"seconds", "resolution", "audio"}, keysOf(schema), name)
+				assert.Equal(t, plugin.Meta.UsageSchema["seconds"], schema["seconds"], name)
+				assert.Equal(t, []string{"720P", "1080P"}, schema["resolution"].Enum, name)
+				assert.Equal(t, "boolean", schema["audio"].Type, name)
+			default:
+				assert.ElementsMatch(t, []string{"seconds", "resolution"}, keysOf(schema), name)
+				assert.Equal(t, plugin.Meta.UsageSchema["seconds"], schema["seconds"], name)
+				assert.Subset(t, plugin.Meta.UsageSchema["resolution"].Enum, schema["resolution"].Enum, name)
+			}
+			for key, field := range schema {
+				assert.NotEmpty(t, field.Description["en"], name+" "+key)
+				assert.NotEmpty(t, field.Description["zh"], name+" "+key)
 			}
 		}
 	})
@@ -378,7 +395,14 @@ func TestAlibabaWanModelCapabilities(t *testing.T) {
 			request := alibabaObject(t, value)["requestBody"].(map[string]any)
 			body, facts, url := submitAlibabaRequest(t, plugin, tc.model, request)
 			assert.Equal(t, "https://dashscope.aliyuncs.com/api/v1/services/aigc/"+tc.service+"/video-synthesis", url)
-			assert.Equal(t, map[string]any{"seconds": tc.seconds, "resolution": tc.resolution}, facts)
+			// The pricing table lists exactly the resolutions the model accepts.
+			schema, _ := plugin.Meta.UsageForModel(tc.model)
+			assert.Equal(t, tc.allowed, schema["resolution"].Enum)
+			wantFacts := map[string]any{"seconds": tc.seconds, "resolution": tc.resolution}
+			if tc.model == "wan2.6-i2v-flash" {
+				wantFacts["audio"] = true // priced separately for silent output; defaults to audio
+			}
+			assert.Equal(t, wantFacts, facts)
 			assert.Equal(t, tc.input, body["input"])
 			parameters := body["parameters"].(map[string]any)
 			if tc.size != "" {
@@ -447,6 +471,36 @@ func TestAlibabaWanCompatibilityParameters(t *testing.T) {
 	}
 }
 
+func TestAlibabaWanFlashAudioFact(t *testing.T) {
+	plugin := newAlibabaPlugin(t)
+	for _, tc := range []struct {
+		name    string
+		request map[string]any
+		audio   bool
+	}{
+		{"audio defaults to true", map[string]any{}, true},
+		{"explicit audio", map[string]any{"audio": true}, true},
+		{"silent output", map[string]any{"audio": false}, false},
+		{"native parameters win", map[string]any{"audio": true, "metadata": map[string]any{"parameters": map[string]any{"audio": false}}}, false},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			request := map[string]any{"model": "wan2.6-i2v-flash", "prompt": "a cat", "image": "https://cdn.example/first.png", "resolution": "720P", "duration": float64(5)}
+			maps.Copy(request, tc.request)
+			body, facts, _ := submitAlibabaRequest(t, plugin, "wan2.6-i2v-flash", request)
+			assert.Equal(t, map[string]any{"seconds": float64(5), "resolution": "720P", "audio": tc.audio}, facts)
+			parameters := body["parameters"].(map[string]any)
+			if _, explicit := tc.request["audio"]; explicit || tc.request["metadata"] != nil {
+				assert.Equal(t, tc.audio, parameters["audio"])
+			} else {
+				assert.NotContains(t, parameters, "audio")
+			}
+		})
+	}
+	// Other Wan models keep their two-fact schema even when a client sends audio.
+	_, facts, _ := submitAlibabaRequest(t, plugin, "wan2.6-i2v", map[string]any{"model": "wan2.6-i2v", "prompt": "a cat", "image": "https://cdn.example/first.png", "audio": false, "duration": float64(5)})
+	assert.Equal(t, map[string]any{"seconds": float64(5), "resolution": "1080P"}, facts)
+}
+
 func TestAlibabaWanEntrypointsPreserveOptions(t *testing.T) {
 	plugin := newAlibabaPlugin(t)
 	input := map[string]any{"prompt": "a cat", "negative_prompt": "blur", "audio_url": "https://cdn.example/audio.mp3"}
@@ -611,6 +665,9 @@ func TestAlibabaWanCompletionFactsAndArtifacts(t *testing.T) {
 		{"Wan3 without reference video", "wan3.0-video-prime", map[string]any{"input_video_duration": 0, "output_video_duration": 8, "SR": 1080}, map[string]any{"seconds": float64(8), "resolution": "1080P"}},
 		{"Wan3 missing input duration preserves reserved seconds", "wan3.0-video", map[string]any{"output_video_duration": 6, "SR": 720}, map[string]any{"resolution": "720P"}},
 		{"2.7 continuation uses total duration", "wan2.7-i2v", map[string]any{"duration": 15, "output_video_duration": 12, "SR": 1080}, map[string]any{"seconds": float64(15), "resolution": "1080P"}},
+		{"flash silent output settles as silent", "wan2.6-i2v-flash", map[string]any{"duration": 5, "SR": 720, "audio": false}, map[string]any{"seconds": float64(5), "resolution": "720P", "audio": false}},
+		{"flash without audio flag keeps the estimate", "wan2.6-i2v-flash", map[string]any{"duration": 5, "SR": 1080}, map[string]any{"seconds": float64(5), "resolution": "1080P"}},
+		{"audio flag is ignored for models priced without it", "wan2.6-i2v", map[string]any{"duration": 5, "SR": 1080, "audio": false}, map[string]any{"seconds": float64(5), "resolution": "1080P"}},
 		{"missing usage keeps reservation", "wan2.7-t2v", map[string]any{}, nil},
 		{"oversized duration rejected by host", "wan2.2-s2v", map[string]any{"duration": 1e30, "SR": 480}, nil},
 		{"negative input cannot reduce Wan3 charge", "wan3.0-video", map[string]any{"input_video_duration": -5, "output_video_duration": 10}, nil},
@@ -746,7 +803,7 @@ func TestAlibabaImageValidation(t *testing.T) {
 		{"upstream SSE", "wan2.6-image", map[string]any{"metadata": map[string]any{"parameters": map[string]any{"stream": true}}}, "upstream streaming requires"},
 		{"legacy synchronous", "wan2.2-t2i-flash", map[string]any{"metadata": map[string]any{"upstream_mode": "sync"}}, "only supports asynchronous"},
 		{"edit without reference", "wan2.6-image", nil, "requires a reference image"},
-		{"t2i with reference", "wan2.6-t2i", map[string]any{"image": "https://cdn.example/input.png"}, "too many input images"},
+		{"t2i with reference", "wan2.6-t2i", map[string]any{"image": "https://cdn.example/input.png"}, "only supports text-to-image input"},
 		{"invalid 4K", "wan2.7-image", map[string]any{"size": "4K"}, "4K is only supported"},
 		{"oversized pixel dimensions", "wan2.7-image", map[string]any{"size": "999999999999*999999999999"}, "pixel and aspect-ratio limits"},
 		{"4K group dimensions", "wan2.7-image-pro", map[string]any{"size": "4096*4096", "enable_sequential": true}, "pixel and aspect-ratio limits"},
@@ -807,12 +864,12 @@ func TestAlibabaImageResults(t *testing.T) {
 			require.Len(t, artifacts, 2)
 			assert.Equal(t, "image-2", artifacts[1].Key)
 			assert.Equal(t, "image", artifacts[1].Type)
-			content, err := adaptor.BuildContentRequest(task, "image-2", relaychannel.TaskArtifactClientRequest{Method: http.MethodGet})
+			content, err := adaptor.BuildContentRequest(t.Context(), task, "image-2", relaychannel.TaskArtifactClientRequest{Method: http.MethodGet})
 			require.NoError(t, err)
 			assert.Equal(t, second, content.URL)
 			assert.True(t, content.Credentialless)
 			assert.Empty(t, content.Headers)
-			_, err = adaptor.BuildContentRequest(task, "image-3", relaychannel.TaskArtifactClientRequest{Method: http.MethodGet})
+			_, err = adaptor.BuildContentRequest(t.Context(), task, "image-3", relaychannel.TaskArtifactClientRequest{Method: http.MethodGet})
 			require.Error(t, err)
 			value, err := plugin.Engine.CallPath(t.Context(), "protocols", []string{"openai_responses", "renderFinal"}, map[string]any{
 				"artifacts": map[string]any{"image-1": map[string]any{"url": "/v1/tasks/task_public/artifacts/image-1/content"}, "image-2": map[string]any{"url": "/v1/tasks/task_public/artifacts/image-2/content"}},
@@ -975,3 +1032,358 @@ func TestAlibabaSynchronousMultiImageAndStream(t *testing.T) {
 		})
 	}
 }
+
+// The OpenAI Images protocol claims every declared image model on both image
+// endpoints; chat and video models keep the built-in relay.
+func TestAlibabaOpenAIImageProtocolBindings(t *testing.T) {
+	source, err := builtinplugins.Source("alibaba")
+	require.NoError(t, err)
+	registry := jsplugin.NewRegistry()
+	plugin, err := registry.RegisterFactory(source, jsplugin.Options{Key: "alibaba"})
+	require.NoError(t, err)
+	for _, name := range []string{"qwen-image-3.0-pro", "qwen-image-plus", "qwen-image-edit-plus", "z-image-turbo", "wan2.6-t2i", "wan2.2-t2i-flash", "wan2.5-i2i-preview", "wanx2.1-imageedit", "qwen-image-edit-max-2026-01-16"} {
+		for _, path := range []string{"/v1/images/generations", "/v1/images/edits"} {
+			binding, found := registry.Generation().LookupEndpoint(http.MethodPost, path, name)
+			require.True(t, found, name+" "+path)
+			assert.Same(t, plugin, binding.Plugin)
+			assert.Equal(t, "openai_image", binding.Protocol)
+		}
+		_, found := registry.Generation().LookupEndpoint(http.MethodPost, "/v1/videos", name)
+		assert.False(t, found, name)
+	}
+	for _, name := range []string{"wan2.6-t2v", "qwen-turbo"} {
+		_, found := registry.Generation().LookupEndpoint(http.MethodPost, "/v1/images/generations", name)
+		assert.False(t, found, name)
+	}
+}
+
+func decodeAlibabaImage(t *testing.T, plugin *jsplugin.LoadedPlugin, operation string, body map[string]any) (map[string]any, error) {
+	t.Helper()
+	path := "/v1/images/generations"
+	if operation == "edit" {
+		path = "/v1/images/edits"
+	}
+	value, err := plugin.Engine.CallPath(t.Context(), "protocols", []string{"openai_image", "decodeRequest"}, map[string]any{
+		"protocol": "openai_image", "operation": operation, "model": body["model"], "path": path, "method": http.MethodPost,
+		"body": map[string]any{"kind": "json", "value": body},
+	})
+	if err != nil {
+		return nil, err
+	}
+	return alibabaObject(t, value), nil
+}
+
+// OpenAI image requests map onto the DashScope services the models support,
+// reserve the requested count, and reject counts the vendor would refuse
+// before any quota is reserved.
+func TestAlibabaOpenAIImageDecodeAndSubmission(t *testing.T) {
+	plugin := newAlibabaPlugin(t)
+	const base = "https://dashscope.aliyuncs.com/api/v1/services/aigc/"
+	for _, tc := range []struct {
+		name, model, operation string
+		body                   map[string]any
+		wantService, wantAsync string
+		wantAction             string
+		wantN                  float64
+		wantFacts              map[string]any
+		wantRatios             map[string]any
+	}{
+		{"qwen-image-3.0-pro two images", "qwen-image-3.0-pro", "generate", map[string]any{"prompt": "a white siamese cat", "n": 2, "size": "1024x1024"},
+			"multimodal-generation/generation", "", "text_to_image", 2,
+			map[string]any{"image_count": float64(2), "output_image_type": "qima_output_1k", "input_image_count": float64(0)}, map[string]any{"image_count": float64(2)}},
+		{"qwen-image-3.0-pro without size reserves the 2K tier", "qwen-image-3.0", "generate", map[string]any{"prompt": "poster"},
+			"multimodal-generation/generation", "", "text_to_image", 1,
+			map[string]any{"image_count": float64(1), "output_image_type": "qima_output_2k", "input_image_count": float64(0)}, map[string]any{"image_count": float64(1)}},
+		{"fixed count model", "qwen-image-plus", "generate", map[string]any{"prompt": "a cat", "size": "1328x1328"},
+			"multimodal-generation/generation", "", "text_to_image", 1, map[string]any{"image_count": float64(1)}, map[string]any{"image_count": float64(1)}},
+		{"z-image with prompt rewriting", "z-image-turbo", "generate", map[string]any{"prompt": "a cat", "prompt_extend": true},
+			"multimodal-generation/generation", "", "text_to_image", 1,
+			map[string]any{"image_count": float64(1), "prompt_extend": true}, map[string]any{"image_count": float64(1), "prompt_extend_ratio": float64(2)}},
+		{"legacy text-to-image is asynchronous", "wan2.2-t2i-flash", "generate", map[string]any{"prompt": "a cat", "n": 2, "size": "1024x1024"},
+			"text2image/image-synthesis", "enable", "text_to_image", 2, map[string]any{"image_count": float64(2)}, map[string]any{"image_count": float64(2)}},
+		{"wan2.6 text-to-image is asynchronous by default", "wan2.6-t2i", "generate", map[string]any{"prompt": "a cat", "n": 2},
+			"image-generation/generation", "enable", "text_to_image", 2, map[string]any{"image_count": float64(2)}, map[string]any{"image_count": float64(2)}},
+		{"qwen edit with an image URL", "qwen-image-edit-plus", "edit", map[string]any{"prompt": "watercolor", "image": "https://cdn.example/input.png"},
+			"multimodal-generation/generation", "", "image_to_image", 1, map[string]any{"image_count": float64(1)}, map[string]any{"image_count": float64(1)}},
+		{"qwen-image-3.0 edit counts input images", "qwen-image-3.0-pro", "edit", map[string]any{"prompt": "watercolor", "image": []any{"https://cdn.example/1.png", "https://cdn.example/2.png"}, "size": "2048x2048"},
+			"multimodal-generation/generation", "", "image_to_image", 1,
+			map[string]any{"image_count": float64(1), "output_image_type": "qima_output_2k", "input_image_count": float64(2)}, map[string]any{"image_count": float64(1)}},
+		{"wan2.5 legacy edit is asynchronous", "wan2.5-i2i-preview", "edit", map[string]any{"prompt": "watercolor", "image": "https://cdn.example/input.png", "n": 2},
+			"image2image/image-synthesis", "enable", "image_to_image", 2, map[string]any{"image_count": float64(2)}, map[string]any{"image_count": float64(2)}},
+		{"wanx2.1 function edit is asynchronous", "wanx2.1-imageedit", "edit", map[string]any{"prompt": "make the hair red", "image": "https://cdn.example/input.png", "n": 2},
+			"image2image/image-synthesis", "enable", "image_to_image", 2, map[string]any{"image_count": float64(2)}, map[string]any{"image_count": float64(2)}},
+		{"provider parameters pass through", "qwen-image-2.0-pro", "generate", map[string]any{"prompt": "a cat", "n": 3, "parameters": map[string]any{"negative_prompt": "blurry", "watermark": false}},
+			"multimodal-generation/generation", "", "text_to_image", 3, map[string]any{"image_count": float64(3)}, map[string]any{"image_count": float64(3)}},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			body := map[string]any{"model": tc.model}
+			maps.Copy(body, tc.body)
+			resolved, err := decodeAlibabaImage(t, plugin, tc.operation, body)
+			require.NoError(t, err)
+			assert.Equal(t, "submit", resolved["kind"])
+			assert.Equal(t, tc.model, resolved["model"])
+			assert.Equal(t, tc.wantAction, resolved["action"])
+			request := resolved["requestBody"].(map[string]any)
+			upstreamBody, facts, url := submitAlibabaRequest(t, plugin, tc.model, request)
+			assert.Equal(t, base+tc.wantService, url)
+			assert.Equal(t, tc.model, upstreamBody["model"])
+			parameters := upstreamBody["parameters"].(map[string]any)
+			assert.Equal(t, tc.wantN, parameters["n"], "the reserved count is sent explicitly")
+			if size, ok := tc.body["size"].(string); ok {
+				assert.Equal(t, strings.Replace(size, "x", "*", 1), parameters["size"])
+			}
+			if extra, ok := tc.body["parameters"].(map[string]any); ok {
+				for key, expected := range alibabaObject(t, extra) {
+					assert.Equal(t, expected, parameters[key], key)
+				}
+			}
+			assert.Equal(t, tc.wantFacts, facts)
+			value, err := plugin.Engine.Call(t.Context(), "extractUsage", map[string]any{"upstreamModel": tc.model, "model": tc.model, "usagePurpose": "billing_ratios", "requestBody": request})
+			require.NoError(t, err)
+			assert.Equal(t, tc.wantRatios, alibabaObject(t, value))
+			value, err = plugin.Engine.Call(t.Context(), "buildSubmitRequest", map[string]any{"upstreamModel": tc.model, "requestBody": request, "baseUrl": "https://dashscope.aliyuncs.com", "apiKey": "k"})
+			require.NoError(t, err)
+			headers := alibabaObject(t, value)["headers"].(map[string]any)
+			if tc.wantAsync == "" {
+				assert.NotContains(t, headers, "X-DashScope-Async")
+			} else {
+				assert.Equal(t, tc.wantAsync, headers["X-DashScope-Async"])
+			}
+		})
+	}
+
+	t.Run("multipart edits address every uploaded file", func(t *testing.T) {
+		value, err := plugin.Engine.CallPath(t.Context(), "protocols", []string{"openai_image", "decodeRequest"}, map[string]any{
+			"protocol": "openai_image", "operation": "edit", "model": "qwen-image-edit-plus", "path": "/v1/images/edits", "method": http.MethodPost,
+			"body": map[string]any{"kind": "multipart",
+				"fields": map[string][]string{"model": {"qwen-image-edit-plus"}, "prompt": {"watercolor"}, "n": {"2"}, "response_format": {"b64_json"}, "watermark": {"false"}},
+				"files": []any{
+					map[string]any{"ref": "request_file:image[]", "field": "image[]", "filename": "a.png", "mimeType": "image/png", "size": 10},
+					map[string]any{"ref": "request_file:image[]#1", "field": "image[]", "filename": "b.jpg", "mimeType": "image/jpeg", "size": 10},
+					map[string]any{"ref": "request_file:mask", "field": "mask", "filename": "m.png", "mimeType": "image/png", "size": 10},
+				},
+			},
+		})
+		require.NoError(t, err)
+		resolved := alibabaObject(t, value)
+		assert.Equal(t, "image_to_image", resolved["action"])
+		request := resolved["requestBody"].(map[string]any)
+		assert.Equal(t, float64(2), request["n"])
+		assert.Equal(t, false, request["watermark"])
+		images := request["images"].([]any)
+		require.Len(t, images, 2, "mask uploads are not reference images")
+		assert.Equal(t, map[string]any{"__fileRef": "request_file:image[]", "encoding": "dataUrl", "mimeType": "image/png", "maxBytes": float64(10485760)}, images[0])
+		assert.Equal(t, "request_file:image[]#1", images[1].(map[string]any)["__fileRef"])
+		driver := map[string]any{"upstreamModel": "qwen-image-edit-plus", "model": "qwen-image-edit-plus", "requestBody": request, "baseUrl": "https://dashscope.aliyuncs.com", "apiKey": "k", "usagePurpose": "facts"}
+		value, err = plugin.Engine.Call(t.Context(), "buildSubmitRequest", driver)
+		require.NoError(t, err)
+		body := alibabaObject(t, value)["body"].(map[string]any)
+		content := body["input"].(map[string]any)["messages"].([]any)[0].(map[string]any)["content"].([]any)
+		require.Len(t, content, 3)
+		assert.Equal(t, "request_file:image[]#1", content[1].(map[string]any)["image"].(map[string]any)["__fileRef"], "placeholders reach the upstream body for the host to inline")
+		assert.Equal(t, "watercolor", content[2].(map[string]any)["text"])
+		value, err = plugin.Engine.Call(t.Context(), "extractUsage", driver)
+		require.NoError(t, err)
+		assert.Equal(t, map[string]any{"image_count": float64(2)}, alibabaObject(t, value))
+	})
+
+	// wanx2.1-imageedit selects its operation with input.function. OpenAI edit
+	// fields map onto the documented body: the image becomes base_image_url, a
+	// mask becomes mask_image_url and selects local repainting, and the native
+	// route forwards the DashScope body unchanged.
+	t.Run("wanx2.1-imageedit maps OpenAI edit fields onto the function API", func(t *testing.T) {
+		const model = "wanx2.1-imageedit"
+		const image, mask = "https://cdn.example/base.png", "https://cdn.example/mask.png"
+		for _, tc := range []struct {
+			name           string
+			body           map[string]any
+			wantInput      map[string]any
+			wantParameters map[string]any
+		}{
+			{"defaults to instruction editing", map[string]any{"prompt": "make the hair red", "image": image},
+				map[string]any{"prompt": "make the hair red", "function": "description_edit", "base_image_url": image}, map[string]any{"n": float64(1)}},
+			{"a mask selects local repainting", map[string]any{"prompt": "a ceramic rabbit", "image": image, "mask": mask, "n": 2},
+				map[string]any{"prompt": "a ceramic rabbit", "function": "description_edit_with_mask", "base_image_url": image, "mask_image_url": mask}, map[string]any{"n": float64(2)}},
+			{"explicit function with its parameters", map[string]any{"prompt": "a green fairy", "image": image, "function": "expand", "top_scale": 1.5, "watermark": true},
+				map[string]any{"prompt": "a green fairy", "function": "expand", "base_image_url": image}, map[string]any{"n": float64(1), "top_scale": 1.5, "watermark": true}},
+		} {
+			body := map[string]any{"model": model}
+			maps.Copy(body, tc.body)
+			resolved, err := decodeAlibabaImage(t, plugin, "edit", body)
+			require.NoError(t, err, tc.name)
+			upstreamBody, facts, url := submitAlibabaRequest(t, plugin, model, resolved["requestBody"].(map[string]any))
+			assert.Equal(t, base+"image2image/image-synthesis", url, tc.name)
+			assert.Equal(t, tc.wantInput, upstreamBody["input"], tc.name)
+			assert.Equal(t, tc.wantParameters, upstreamBody["parameters"], tc.name)
+			assert.Equal(t, map[string]any{"image_count": tc.wantParameters["n"]}, facts, tc.name)
+		}
+
+		native, err := plugin.Engine.CallPath(t.Context(), "native", []string{"createImageTask"}, map[string]any{
+			"path": "/ali/api/v1/services/aigc/image2image/image-synthesis",
+			"body": map[string]any{"kind": "json", "value": map[string]any{"model": model, "input": map[string]any{"function": "super_resolution", "prompt": "sharpen", "base_image_url": image}, "parameters": map[string]any{"upscale_factor": 2, "n": 1}}},
+		})
+		require.NoError(t, err)
+		upstreamBody, facts, url := submitAlibabaRequest(t, plugin, model, alibabaObject(t, native)["requestBody"].(map[string]any))
+		assert.Equal(t, base+"image2image/image-synthesis", url)
+		assert.Equal(t, map[string]any{"function": "super_resolution", "prompt": "sharpen", "base_image_url": image}, upstreamBody["input"])
+		assert.Equal(t, map[string]any{"upscale_factor": float64(2), "n": float64(1)}, upstreamBody["parameters"])
+		assert.Equal(t, map[string]any{"image_count": float64(1)}, facts)
+
+		value, err := plugin.Engine.CallPath(t.Context(), "protocols", []string{"openai_image", "decodeRequest"}, map[string]any{
+			"protocol": "openai_image", "operation": "edit", "model": model, "path": "/v1/images/edits", "method": http.MethodPost,
+			"body": map[string]any{"kind": "multipart",
+				"fields": map[string][]string{"model": {model}, "prompt": {"a ceramic rabbit"}},
+				"files": []any{
+					map[string]any{"ref": "request_file:image", "field": "image", "filename": "a.png", "mimeType": "image/png", "size": 10},
+					map[string]any{"ref": "request_file:mask", "field": "mask", "filename": "m.png", "mimeType": "image/png", "size": 10},
+				},
+			},
+		})
+		require.NoError(t, err)
+		value, err = plugin.Engine.Call(t.Context(), "buildSubmitRequest", map[string]any{"upstreamModel": model, "requestBody": alibabaObject(t, value)["requestBody"], "baseUrl": "https://dashscope.aliyuncs.com", "apiKey": "k"})
+		require.NoError(t, err)
+		input := alibabaObject(t, value)["body"].(map[string]any)["input"].(map[string]any)
+		assert.Equal(t, "description_edit_with_mask", input["function"], "a mask upload selects local repainting")
+		assert.Equal(t, "request_file:image", input["base_image_url"].(map[string]any)["__fileRef"])
+		assert.Equal(t, "request_file:mask", input["mask_image_url"].(map[string]any)["__fileRef"], "the mask placeholder reaches the upstream body for the host to inline")
+	})
+
+	for _, tc := range []struct {
+		name, model, operation string
+		body                   map[string]any
+		decodeErr, submitErr   string
+	}{
+		{"wanx2.1-imageedit takes exactly one image", "wanx2.1-imageedit", "edit", map[string]any{"prompt": "x", "image": []any{"https://cdn.example/1.png", "https://cdn.example/2.png"}}, "", "exactly one input image"},
+		{"wanx2.1-imageedit rejects unknown functions", "wanx2.1-imageedit", "edit", map[string]any{"prompt": "x", "image": "https://cdn.example/1.png", "function": "paint"}, "", "function must be one of"},
+		{"wanx2.1-imageedit local repainting needs a mask", "wanx2.1-imageedit", "edit", map[string]any{"prompt": "x", "image": "https://cdn.example/1.png", "function": "description_edit_with_mask"}, "", "requires a mask image"},
+		{"wanx2.1-imageedit has no size parameter", "wanx2.1-imageedit", "edit", map[string]any{"prompt": "x", "image": "https://cdn.example/1.png", "size": "1024x1024"}, "", "does not accept size"},
+		{"wanx2.1-imageedit bounds n", "wanx2.1-imageedit", "edit", map[string]any{"prompt": "x", "image": "https://cdn.example/1.png", "n": 5}, "", "n must be an integer between 1 and 4"},
+		{"fixed count model rejects n=2 before reservation", "qwen-image-plus", "generate", map[string]any{"prompt": "a cat", "n": 2}, "", "n must be 1 for this model"},
+		{"z-image rejects n=2", "z-image-turbo", "generate", map[string]any{"prompt": "a cat", "n": 2}, "", "n must be 1 for this model"},
+		{"qwen-image-3.0 bounds n", "qwen-image-3.0-pro", "generate", map[string]any{"prompt": "a cat", "n": 7}, "", "n must be an integer between 1 and 6"},
+		{"legacy bounds n", "wan2.2-t2i-flash", "generate", map[string]any{"prompt": "a cat", "n": 5}, "", "n must be an integer between 1 and 4"},
+		{"edit requires an image", "qwen-image-edit-plus", "edit", map[string]any{"prompt": "watercolor"}, "image is required", ""},
+		{"edit-only model requires an image on generations", "qwen-image-edit", "generate", map[string]any{"prompt": "watercolor"}, "", "requires at least one input image"},
+		{"text-to-image model rejects images", "qwen-image-plus", "edit", map[string]any{"prompt": "a cat", "image": "https://cdn.example/1.png"}, "", "only supports text-to-image input"},
+		{"streaming is rejected", "qwen-image-plus", "generate", map[string]any{"prompt": "a cat", "stream": true}, "stream is not supported", ""},
+		{"zero count is rejected", "qwen-image-3.0-pro", "generate", map[string]any{"prompt": "a cat", "n": 0}, "n must be a positive integer", ""},
+		{"response_format is validated", "qwen-image-plus", "generate", map[string]any{"prompt": "a cat", "response_format": "png"}, "response_format must be url or b64_json", ""},
+		{"prompt is required", "qwen-image-plus", "generate", map[string]any{}, "prompt is required", ""},
+		{"size bounds follow the model", "z-image-turbo", "generate", map[string]any{"prompt": "a cat", "size": "256x256"}, "", "pixel and aspect-ratio limits"},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			body := map[string]any{"model": tc.model}
+			maps.Copy(body, tc.body)
+			resolved, err := decodeAlibabaImage(t, plugin, tc.operation, body)
+			if tc.decodeErr != "" {
+				require.ErrorContains(t, err, tc.decodeErr)
+				return
+			}
+			require.NoError(t, err)
+			request := resolved["requestBody"].(map[string]any)
+			_, err = plugin.Engine.Call(t.Context(), "buildSubmitRequest", map[string]any{"requestBody": request, "upstreamModel": tc.model})
+			require.ErrorContains(t, err, tc.submitErr)
+			info := &relaycommon.RelayInfo{ChannelMeta: &relaycommon.ChannelMeta{UpstreamModelName: tc.model}, TaskRelayInfo: &relaycommon.TaskRelayInfo{}}
+			adaptor := taskplugin.New(plugin)
+			adaptor.Init(info)
+			c, _ := gin.CreateTestContext(httptest.NewRecorder())
+			c.Request = httptest.NewRequest(http.MethodPost, "/v1/images/generations", nil)
+			c.Set("task_request", request)
+			taskErr := adaptor.ValidateRequestAndSetAction(c, info)
+			require.NotNil(t, taskErr, "the production validator must reject the request before billing")
+			assert.Equal(t, http.StatusBadRequest, taskErr.StatusCode)
+		})
+	}
+}
+
+// Count derivation for synchronous image results: usage.image_count first,
+// then the Qwen-Image-3.0 usage.output_image_count, then image payloads
+// flattened across every choice; payload-less parts never count and an
+// inconsistent count retains the reservation. The response renderer emits one
+// OpenAI data entry per image, so the client sees as many images as are billed.
+func TestAlibabaOpenAIImageCountDerivationAndRender(t *testing.T) {
+	plugin := newAlibabaPlugin(t)
+	const first, second = "https://cdn.example/first.png", "https://cdn.example/second.png"
+	twoImagesOneChoice := []any{map[string]any{"finish_reason": "stop", "message": map[string]any{"role": "assistant", "content": []any{map[string]any{"image": first}, map[string]any{"image": second}}}}}
+	for _, tc := range []struct {
+		name, model string
+		output      map[string]any
+		usage       map[string]any
+		wantFacts   map[string]any
+		wantData    int
+		wantErr     bool
+	}{
+		{"qwen-image-3.0 reports output_image_count", "qwen-image-3.0-pro", map[string]any{"choices": twoImagesOneChoice},
+			map[string]any{"output_width": 1024, "output_height": 1024, "input_image_count": 0, "input_image_type": "qima_input_1k", "output_image_count": 2, "output_image_type": "qima_output_1k"},
+			map[string]any{"image_count": float64(2), "output_image_type": "qima_output_1k", "input_image_count": float64(0)}, 2, false},
+		{"one choice with two images and no usage counts payloads", "qwen-image-2.0-pro", map[string]any{"choices": twoImagesOneChoice}, nil,
+			map[string]any{"image_count": float64(2)}, 2, false},
+		{"usage.image_count is preferred", "wan2.6-t2i", map[string]any{"choices": twoImagesOneChoice}, map[string]any{"image_count": 2},
+			map[string]any{"image_count": float64(2)}, 2, false},
+		{"payload-less parts are not counted", "qwen-image-plus", map[string]any{"choices": []any{map[string]any{"message": map[string]any{"content": []any{map[string]any{"text": "revised"}, map[string]any{"image": first}, map[string]any{"image": ""}}}}}}, nil,
+			map[string]any{"image_count": float64(1)}, 1, false},
+		{"z-image keeps its count", "z-image-turbo", map[string]any{"choices": []any{map[string]any{"message": map[string]any{"content": []any{map[string]any{"image": first}}}}}}, map[string]any{"image_count": 1, "width": 1024, "height": 1536},
+			map[string]any{"image_count": float64(1)}, 1, false},
+		{"inconsistent zero count retains the reservation", "qwen-image-3.0-pro", map[string]any{"choices": twoImagesOneChoice}, map[string]any{"output_image_count": 0},
+			nil, 2, true},
+		{"fractional count retains the reservation", "wan2.6-t2i", map[string]any{"choices": twoImagesOneChoice}, map[string]any{"image_count": 1.5},
+			nil, 2, true},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			body := map[string]any{"request_id": "r", "output": tc.output}
+			if tc.usage != nil {
+				body["usage"] = tc.usage
+			}
+			request := map[string]any{"model": tc.model, "prompt": "a cat", "n": 2}
+			if tc.model == "qwen-image-plus" || tc.model == "z-image-turbo" {
+				request["n"] = 1
+			}
+			if strings.HasPrefix(tc.model, "wan") {
+				// Wan models default to the asynchronous service; the synchronous response shape needs the sync mode.
+				request["metadata"] = map[string]any{"upstream_mode": "sync"}
+			}
+			info := &relaycommon.RelayInfo{OriginModelName: tc.model, ChannelMeta: &relaycommon.ChannelMeta{UpstreamModelName: tc.model, ChannelBaseUrl: "https://dashscope.aliyuncs.com"}, TaskRelayInfo: &relaycommon.TaskRelayInfo{PublicTaskID: "task_public"}}
+			adaptor := taskplugin.New(plugin)
+			adaptor.Init(info)
+			c, _ := gin.CreateTestContext(httptest.NewRecorder())
+			c.Request = httptest.NewRequest(http.MethodPost, "/v1/images/generations", nil)
+			c.Set("task_request", request)
+			require.Nil(t, adaptor.ValidateRequestAndSetAction(c, info))
+			encoded, err := common.Marshal(body)
+			require.NoError(t, err)
+			parsed, taskErr := adaptor.ParseResponse(c, &http.Response{StatusCode: http.StatusOK, Header: http.Header{"Content-Type": {"application/json"}}, Body: io.NopCloser(bytes.NewReader(encoded))}, info)
+			require.Nil(t, taskErr)
+			require.NotNil(t, parsed.Immediate)
+			assert.Equal(t, "SUCCESS", parsed.Immediate.Status)
+			assert.Equal(t, "task_public", parsed.UpstreamTaskID, "synchronous results keep the host task id")
+			if tc.wantErr {
+				assert.Nil(t, parsed.Immediate.UsageFacts, "an unrecognized count must not replace the reservation")
+			} else {
+				assert.Equal(t, tc.wantFacts, parsed.Immediate.UsageFacts)
+				ratios := adaptor.AdjustBillingOnSubmit(info, parsed.TaskData)
+				assert.Equal(t, tc.wantFacts["image_count"], ratios["image_count"], "legacy per-call pricing settles to the same count")
+			}
+			value, err := plugin.Engine.CallPath(t.Context(), "protocols", []string{"openai_image", "render"}, map[string]any{"model": tc.model}, map[string]any{"task_id": "task_public", "status": "SUCCESS", "created_at": 1700000000, "data": body})
+			require.NoError(t, err)
+			rendered := alibabaObject(t, value)
+			assert.Equal(t, float64(1700000000), rendered["created"])
+			data := rendered["data"].([]any)
+			require.Len(t, data, tc.wantData)
+			assert.Equal(t, first, data[0].(map[string]any)["url"])
+			assert.NotContains(t, data[0], "b64_json")
+		})
+	}
+
+	t.Run("legacy results and Base64 payloads render as OpenAI entries", func(t *testing.T) {
+		body := map[string]any{"output": map[string]any{"task_status": "SUCCEEDED", "results": []any{map[string]any{"url": first}, map[string]any{"code": "DataInspectionFailed"}, map[string]any{"url": "data:image/png;base64,QUFB"}}}, "usage": map[string]any{"image_count": 2}}
+		value, err := plugin.Engine.CallPath(t.Context(), "protocols", []string{"openai_image", "render"}, map[string]any{}, map[string]any{"status": "SUCCESS", "created_at": 1, "data": body})
+		require.NoError(t, err)
+		rendered := alibabaObject(t, value)
+		data := rendered["data"].([]any)
+		require.Len(t, data, 2)
+		assert.Equal(t, map[string]any{"url": first}, data[0])
+		assert.Equal(t, map[string]any{"b64_json": "QUFB"}, data[1])
+		// metadata keeps the upstream body so clients still see DashScope usage.
+		assert.Equal(t, float64(2), rendered["metadata"].(map[string]any)["usage"].(map[string]any)["image_count"])
+	})
+}
diff --git a/plugins/alibaba_wan3_test.go b/plugins/alibaba_wan3_test.go
index 5083d6e..924abbe 100644
--- a/plugins/alibaba_wan3_test.go
+++ b/plugins/alibaba_wan3_test.go
@@ -38,7 +38,7 @@ func TestAlibabaWan3(t *testing.T) {
 		return roundTrip(t, value), nil
 	}
 
-	t.Run("duration -1 becomes the auto_duration marker so the host accepts the body", func(t *testing.T) {
+	t.Run("duration -1 becomes the auto_duration marker in every decoder", func(t *testing.T) {
 		resolved, callErr := decodeResponses("wan3.0-video", map[string]any{"model": "wan3.0-video", "input": "a cat", "duration": -1})
 		require.NoError(t, callErr)
 		requestBody := resolved["requestBody"].(map[string]any)
@@ -83,6 +83,16 @@ func TestAlibabaWan3(t *testing.T) {
 		require.ErrorContains(t, callErr, "only supported by wan3.0")
 	})
 
+	// /v1/video/generations has no plugin decoder, so -1 reaches the host's
+	// request validation as a vendor parameter; duration-auto@1 lets it through.
+	t.Run("metadata parameters keep -1 on /v1/video/generations", func(t *testing.T) {
+		body, facts, _ := submitAlibabaRequest(t, plugin, "wan3.0-video", map[string]any{
+			"model": "wan3.0-video", "prompt": "a cat", "metadata": map[string]any{"parameters": map[string]any{"duration": -1}},
+		})
+		assert.Equal(t, float64(-1), body["parameters"].(map[string]any)["duration"])
+		assert.Equal(t, float64(30), facts["seconds"])
+	})
+
 	t.Run("channel-mapped alias resolves defaults from the upstream model", func(t *testing.T) {
 		direct, callErr := plugin.Engine.Call(t.Context(), "buildSubmitRequest", submitCtx("wan3.0-video", "wan3.0-video", map[string]any{"model": "wan3.0-video", "prompt": "a cat"}))
 		require.NoError(t, callErr)
diff --git a/plugins/builtin_plugins_test.go b/plugins/builtin_plugins_test.go
index e94131b..8b4385d 100644
--- a/plugins/builtin_plugins_test.go
+++ b/plugins/builtin_plugins_test.go
@@ -2,6 +2,7 @@ package plugins
 
 import (
 	"io/fs"
+	"strings"
 	"testing"
 
 	"github.com/QuantumNous/new-api/common"
@@ -10,7 +11,7 @@ import (
 	"github.com/stretchr/testify/require"
 )
 
-var expectedKeys = []string{"alibaba", "doubao", "google", "hailuo", "jimeng", "kling", "sora", "sunoapi", "vertex-ai", "vidu"}
+var expectedKeys = []string{"alibaba", "doubao", "google", "hailuo", "jimeng", "kling", "sora", "sunoapi", "vertex-ai", "vidu", "xai"}
 
 func TestBuiltInVendorPluginsDeclareNativeRoutesAndLegacyChannelTypes(t *testing.T) {
 	generation := jsplugin.DefaultRegistry.Generation()
@@ -34,6 +35,23 @@ func TestBuiltInVendorPluginsDeclareNativeRoutesAndLegacyChannelTypes(t *testing
 		{"GET", "/suno/fetch/:task_id", "sunoapi", jsplugin.RouteTypeQuery, "", "renderTask"},
 		{"POST", "/doubao/api/v3/contents/generations/tasks", "doubao", jsplugin.RouteTypeSubmit, "", "taskCreated"},
 		{"GET", "/doubao/api/v3/contents/generations/tasks/:task_id", "doubao", jsplugin.RouteTypeQuery, "", "taskStatus"},
+		{"POST", "/doubao/api/v3/images/generations", "doubao", jsplugin.RouteTypeSubmit, "", "imageCreated"},
+		{"POST", "/xai/v1/videos/generations", "xai", jsplugin.RouteTypeSubmit, "", "videoCreated"},
+		{"POST", "/xai/v1/videos/edits", "xai", jsplugin.RouteTypeSubmit, "", "videoCreated"},
+		{"POST", "/xai/v1/videos/extensions", "xai", jsplugin.RouteTypeSubmit, "", "videoCreated"},
+		{"GET", "/xai/v1/videos/:request_id", "xai", jsplugin.RouteTypeQuery, "", "videoStatus"},
+		{"POST", "/hailuo/v1/video_generation", "hailuo", jsplugin.RouteTypeSubmit, "", "taskCreated"},
+		{"GET", "/hailuo/v1/query/video_generation/:task_id", "hailuo", jsplugin.RouteTypeQuery, "", "taskStatus"},
+		{"POST", "/hailuo/v2/video_generation", "hailuo", jsplugin.RouteTypeSubmit, "", "taskCreated"},
+		{"GET", "/hailuo/v2/query/video_generation/:task_id", "hailuo", jsplugin.RouteTypeQuery, "", "h3TaskStatus"},
+		{"POST", "/vidu/ent/v2/text2video", "vidu", jsplugin.RouteTypeSubmit, "", "taskCreated"},
+		{"POST", "/vidu/ent/v2/img2video", "vidu", jsplugin.RouteTypeSubmit, "", "taskCreated"},
+		{"POST", "/vidu/ent/v2/start-end2video", "vidu", jsplugin.RouteTypeSubmit, "", "taskCreated"},
+		{"POST", "/vidu/ent/v2/reference2video", "vidu", jsplugin.RouteTypeSubmit, "", "taskCreated"},
+		{"GET", "/vidu/ent/v2/tasks/:task_id/creations", "vidu", jsplugin.RouteTypeQuery, "", "taskStatus"},
+		{"POST", "/google/v1beta/models/:model", "google", jsplugin.RouteTypeSubmit, "", "operation"},
+		{"GET", "/google/v1beta/models/:model/operations/:task_id", "google", jsplugin.RouteTypeQuery, "", "operation"},
+		{"POST", "/vertex-ai/v1/projects/:project/locations/:location/publishers/google/models/:model", "vertex-ai", jsplugin.RouteTypeDynamic, "", "operation"},
 	}
 	for _, expected := range routes {
 		t.Run(expected.method+" "+expected.path, func(t *testing.T) {
@@ -46,6 +64,13 @@ func TestBuiltInVendorPluginsDeclareNativeRoutesAndLegacyChannelTypes(t *testing
 		})
 	}
 
+	// The legacy Wan edit route serves both the wan2.5 image-list body and the
+	// wanx2.1-imageedit function API.
+	imageEdit, found := generation.LookupDeclaredRoute("POST", "/ali/api/v1/services/aigc/image2image/image-synthesis")
+	require.True(t, found)
+	assert.Equal(t, "alibaba", imageEdit.Plugin.Meta.Key)
+	assert.ElementsMatch(t, []string{"wan2.5-i2i-preview", "wanx2.1-imageedit"}, imageEdit.Route.Models)
+
 	channelTypes := []struct {
 		value int
 		key   string
@@ -57,6 +82,7 @@ func TestBuiltInVendorPluginsDeclareNativeRoutesAndLegacyChannelTypes(t *testing
 		{51, "jimeng"},
 		{54, "doubao"},
 		{55, "sora"},
+		{48, "xai"},
 	}
 	for _, channelType := range channelTypes {
 		plugin, found := generation.GetByChannelType(channelType.value)
@@ -112,9 +138,7 @@ func TestBuiltInTaskPluginResponsesAndUsageContracts(t *testing.T) {
 				assert.True(t, callable, hook)
 			}
 			for _, hook := range []string{"extractUsage", "extractUsageOnComplete"} {
-				callable, callableErr := plugin.Engine.HasExport(t.Context(), hook)
-				require.NoError(t, callableErr)
-				assert.True(t, callable, hook)
+				assert.True(t, plugin.Engine.HasExport(hook), hook)
 			}
 			require.NotEmpty(t, plugin.Meta.UsageSchema)
 			for usageKey, schema := range plugin.Meta.UsageSchema {
@@ -155,3 +179,236 @@ func TestBuiltInResponsesDecodersEchoChannelMappedAlias(t *testing.T) {
 		})
 	}
 }
+
+func TestBuiltInPluginsAddressNewAPIUpstreamOnNativeRoutes(t *testing.T) {
+	generation := jsplugin.DefaultRegistry.Generation()
+	require.NotNil(t, generation)
+
+	const base = "https://upstream.example"
+	cases := []struct {
+		key                string
+		driver             map[string]any
+		vendorKey          string
+		vendorAuthPrefix   string
+		vendorSubmit       string
+		gatewaySubmit      string
+		vendorQuery        string
+		gatewayQuery       string
+		content            string
+		legacyKeyHeuristic bool
+	}{
+		{
+			key:              "doubao",
+			driver:           map[string]any{"action": "text_to_video", "model": "doubao-seedance-1-0-pro-250528", "upstreamModel": "doubao-seedance-1-0-pro-250528", "requestBody": map[string]any{"model": "doubao-seedance-1-0-pro-250528", "prompt": "a cat"}},
+			vendorKey:        "vendor-key",
+			vendorAuthPrefix: "Bearer vendor-key",
+			vendorSubmit:     "/api/v3/contents/generations/tasks",
+			gatewaySubmit:    "/doubao/api/v3/contents/generations/tasks",
+			vendorQuery:      "/api/v3/contents/generations/tasks/tid",
+			gatewayQuery:     "/doubao/api/v3/contents/generations/tasks/tid",
+		},
+		{
+			key:              "alibaba",
+			driver:           map[string]any{"action": "text_to_video", "model": "wan2.2-t2v-plus", "upstreamModel": "wan2.2-t2v-plus", "requestBody": map[string]any{"model": "wan2.2-t2v-plus", "prompt": "a cat"}},
+			vendorKey:        "vendor-key",
+			vendorAuthPrefix: "Bearer vendor-key",
+			vendorSubmit:     "/api/v1/services/aigc/video-generation/video-synthesis",
+			gatewaySubmit:    "/ali/api/v1/services/aigc/video-generation/video-synthesis",
+			vendorQuery:      "/api/v1/tasks/tid",
+			gatewayQuery:     "/ali/api/v1/tasks/tid",
+		},
+		{
+			key:                "kling",
+			driver:             map[string]any{"action": "text_to_video", "model": "kling-v1", "upstreamModel": "kling-v1", "requestBody": map[string]any{"prompt": "a cat"}},
+			vendorKey:          "ak|sk",
+			vendorAuthPrefix:   "Bearer ey",
+			vendorSubmit:       "/v1/videos/text2video",
+			gatewaySubmit:      "/kling/v1/videos/text2video",
+			vendorQuery:        "/v1/videos/text2video/tid",
+			gatewayQuery:       "/kling/v1/videos/text2video/tid",
+			legacyKeyHeuristic: true,
+		},
+		{
+			key:                "jimeng",
+			driver:             map[string]any{"action": "text_to_video", "model": "jimeng_vgfm_t2v_l20", "upstreamModel": "jimeng_vgfm_t2v_l20", "requestBody": map[string]any{"prompt": "a cat"}},
+			vendorKey:          "ak|sk",
+			vendorAuthPrefix:   "HMAC-SHA256",
+			vendorSubmit:       "/?Action=CVSync2AsyncSubmitTask&Version=2022-08-31",
+			gatewaySubmit:      "/jimeng/?Action=CVSync2AsyncSubmitTask&Version=2022-08-31",
+			vendorQuery:        "/?Action=CVSync2AsyncGetResult&Version=2022-08-31",
+			gatewayQuery:       "/jimeng/?Action=CVSync2AsyncGetResult&Version=2022-08-31",
+			legacyKeyHeuristic: true,
+		},
+		{
+			key:              "sunoapi",
+			driver:           map[string]any{"action": "MUSIC", "model": "suno_music", "upstreamModel": "suno_music", "requestBody": map[string]any{"prompt": "a song"}},
+			vendorKey:        "vendor-key",
+			vendorAuthPrefix: "Bearer vendor-key",
+			vendorSubmit:     "/suno/submit/MUSIC",
+			gatewaySubmit:    "/suno/submit/MUSIC",
+			vendorQuery:      "/suno/fetch",
+			gatewayQuery:     "/suno/fetch",
+		},
+		{
+			key:              "sora",
+			driver:           map[string]any{"action": "text_to_video", "model": "sora-2", "upstreamModel": "sora-2", "requestBody": map[string]any{"prompt": "a cat"}},
+			vendorKey:        "vendor-key",
+			vendorAuthPrefix: "Bearer vendor-key",
+			vendorSubmit:     "/v1/videos",
+			gatewaySubmit:    "/v1/videos",
+			vendorQuery:      "/v1/videos/tid",
+			gatewayQuery:     "/v1/videos/tid",
+			content:          "/v1/videos/tid/content",
+		},
+		{
+			key:              "xai",
+			driver:           map[string]any{"action": "text_to_video", "model": "grok-imagine-video", "upstreamModel": "grok-imagine-video", "requestBody": map[string]any{"model": "grok-imagine-video", "prompt": "a cat"}},
+			vendorKey:        "vendor-key",
+			vendorAuthPrefix: "Bearer vendor-key",
+			vendorSubmit:     "/v1/videos/generations",
+			gatewaySubmit:    "/xai/v1/videos/generations",
+			vendorQuery:      "/v1/videos/tid",
+			gatewayQuery:     "/xai/v1/videos/tid",
+		},
+		{
+			key:              "hailuo",
+			driver:           map[string]any{"action": "text_to_video", "model": "MiniMax-Hailuo-2.3", "upstreamModel": "MiniMax-Hailuo-2.3", "requestBody": map[string]any{"model": "MiniMax-Hailuo-2.3", "prompt": "a cat"}},
+			vendorKey:        "vendor-key",
+			vendorAuthPrefix: "Bearer vendor-key",
+			vendorSubmit:     "/v1/video_generation",
+			gatewaySubmit:    "/hailuo/v1/video_generation",
+			vendorQuery:      "/v1/query/video_generation?task_id=tid",
+			gatewayQuery:     "/hailuo/v1/query/video_generation/tid",
+		},
+		{
+			key:              "vidu",
+			driver:           map[string]any{"action": "text_to_video", "model": "viduq2", "upstreamModel": "viduq2", "requestBody": map[string]any{"model": "viduq2", "prompt": "a cat"}},
+			vendorKey:        "vendor-key",
+			vendorAuthPrefix: "Token vendor-key",
+			vendorSubmit:     "/ent/v2/text2video",
+			gatewaySubmit:    "/vidu/ent/v2/text2video",
+			vendorQuery:      "/ent/v2/tasks/tid/creations",
+			gatewayQuery:     "/vidu/ent/v2/tasks/tid/creations",
+		},
+	}
+	variants := []struct {
+		name      string
+		upstream  map[string]any
+		gateway   bool
+		legacyKey bool
+	}{
+		{"vendor signal", map[string]any{"kind": "vendor"}, false, false},
+		{"no signal from an older host", nil, false, false},
+		{"new_api signal", map[string]any{"kind": "new_api"}, true, false},
+		{"legacy sk- key without a signal", nil, true, true},
+	}
+	for _, tc := range cases {
+		t.Run(tc.key, func(t *testing.T) {
+			plugin, found := generation.Get(tc.key)
+			require.True(t, found)
+			require.True(t, plugin.Meta.SupportsUpstream(jsplugin.UpstreamKindNewAPI), "%s must declare new_api to be bindable to a New API channel", tc.key)
+			call := func(hook string, args ...any) map[string]any {
+				value, err := plugin.Engine.Call(t.Context(), hook, args...)
+				require.NoError(t, err, hook)
+				encoded, err := common.Marshal(value)
+				require.NoError(t, err)
+				var descriptor map[string]any
+				require.NoError(t, common.Unmarshal(encoded, &descriptor))
+				return descriptor
+			}
+			for _, variant := range variants {
+				if variant.legacyKey && !tc.legacyKeyHeuristic {
+					continue
+				}
+				t.Run(variant.name, func(t *testing.T) {
+					apiKey := tc.vendorKey
+					if variant.legacyKey {
+						apiKey = "sk-legacy"
+					} else if variant.gateway {
+						apiKey = "sk-gateway"
+					}
+					authHeader := apiKey
+					if variant.gateway && !variant.legacyKey {
+						authHeader = "Bearer " + apiKey
+					}
+					ctx := map[string]any{"baseUrl": base, "apiKey": apiKey, "authHeader": authHeader, "publicTaskId": "task_pub", "requestHeaders": map[string]any{}, "files": []any{}}
+					for key, value := range tc.driver {
+						ctx[key] = value
+					}
+					if variant.upstream != nil {
+						ctx["upstream"] = variant.upstream
+					}
+					wantSubmit, wantQuery := tc.vendorSubmit, tc.vendorQuery
+					if variant.gateway {
+						wantSubmit, wantQuery = tc.gatewaySubmit, tc.gatewayQuery
+					}
+
+					submit := call("buildSubmitRequest", ctx)
+					assert.Equal(t, base+wantSubmit, submit["url"])
+					headers, _ := submit["headers"].(map[string]any)
+					authorization, _ := headers["Authorization"].(string)
+					if variant.gateway {
+						assert.Equal(t, "Bearer "+apiKey, authorization, "a gateway receives its own token as a Bearer header")
+					} else {
+						assert.True(t, strings.HasPrefix(authorization, tc.vendorAuthPrefix), "vendor Authorization %q", authorization)
+					}
+
+					queryCtx := map[string]any{"taskId": "tid", "publicTaskId": "task_pub", "action": tc.driver["action"], "model": tc.driver["model"], "upstreamModel": tc.driver["upstreamModel"], "baseUrl": base, "apiKey": apiKey, "authHeader": authHeader, "data": nil, "state": nil}
+					if variant.upstream != nil {
+						queryCtx["upstream"] = variant.upstream
+					}
+					var query map[string]any
+					if plugin.Meta.FetchMode == "batch" {
+						query = call("buildBatchQueryRequest", queryCtx, []any{queryCtx})
+					} else {
+						query = call("buildQueryRequest", queryCtx)
+					}
+					assert.Equal(t, base+wantQuery, query["url"])
+
+					if tc.content == "" {
+						return
+					}
+					contentCtx := map[string]any{"baseUrl": base, "apiKey": apiKey, "authHeader": authHeader, "artifactKey": "video", "upstreamTaskId": "tid", "data": map[string]any{}, "clientRequest": map[string]any{"method": "GET", "headers": map[string]any{}}}
+					if variant.upstream != nil {
+						contentCtx["upstream"] = variant.upstream
+					}
+					assert.Equal(t, base+tc.content, call("buildContentRequest", contentCtx)["url"])
+				})
+			}
+		})
+	}
+
+	t.Run("alibaba asks only DashScope for an interleaved image stream", func(t *testing.T) {
+		plugin, found := generation.Get("alibaba")
+		require.True(t, found)
+		for _, variant := range []struct {
+			name             string
+			upstream         map[string]any
+			wantResponseType string
+			wantSSEHeader    bool
+		}{
+			{"vendor", map[string]any{"kind": "vendor"}, "sse", true},
+			{"new_api", map[string]any{"kind": "new_api"}, "json", false},
+		} {
+			t.Run(variant.name, func(t *testing.T) {
+				value, err := plugin.Engine.Call(t.Context(), "buildSubmitRequest", map[string]any{
+					"baseUrl": base, "apiKey": "key", "authHeader": "key", "publicTaskId": "task_pub", "upstream": variant.upstream,
+					"model": "wan2.6-image", "upstreamModel": "wan2.6-image",
+					"requestBody": map[string]any{"model": "wan2.6-image", "prompt": "a cat", "metadata": map[string]any{"upstream_mode": "sync", "parameters": map[string]any{"enable_interleave": true}}},
+				})
+				require.NoError(t, err)
+				encoded, err := common.Marshal(value)
+				require.NoError(t, err)
+				var descriptor struct {
+					URL          string            `json:"url"`
+					ResponseType string            `json:"responseType"`
+					Headers      map[string]string `json:"headers"`
+				}
+				require.NoError(t, common.Unmarshal(encoded, &descriptor))
+				assert.Equal(t, variant.wantResponseType, descriptor.ResponseType, "a gateway native route aggregates the vendor stream and answers with JSON")
+				_, hasSSEHeader := descriptor.Headers["X-DashScope-Sse"]
+				assert.Equal(t, variant.wantSSEHeader, hasSSEHeader)
+			})
+		}
+	})
+}
diff --git a/plugins/doubao_responses_test.go b/plugins/doubao_responses_test.go
index 9c25686..91a13f4 100644
--- a/plugins/doubao_responses_test.go
+++ b/plugins/doubao_responses_test.go
@@ -1,6 +1,32 @@
 package plugins_test
 
-import "testing"
+import (
+	"bytes"
+	"fmt"
+	"io"
+	"maps"
+	"net/http"
+	"net/http/httptest"
+	"slices"
+	"strings"
+	"testing"
+
+	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/pkg/billingexpr"
+	"github.com/QuantumNous/new-api/pkg/jsplugin"
+	builtinplugins "github.com/QuantumNous/new-api/plugins"
+	"github.com/QuantumNous/new-api/relay"
+	taskplugin "github.com/QuantumNous/new-api/relay/channel/task/jsplugin"
+	relaycommon "github.com/QuantumNous/new-api/relay/common"
+	"github.com/gin-gonic/gin"
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/require"
+)
+
+const (
+	doubaoImageRoute = "/doubao/api/v3/images/generations"
+	doubaoBaseURL    = "https://ark.cn-beijing.volces.com"
+)
 
 func TestDoubaoResponsesProtocol(t *testing.T) {
 	testVideoResponsesProtocol(t, videoResponsesTestCase{
@@ -29,3 +55,960 @@ func TestDoubaoResponsesProtocol(t *testing.T) {
 		wantVendorName: "doubao",
 	})
 }
+
+func newDoubaoPlugin(t *testing.T) (*jsplugin.Registry, *jsplugin.LoadedPlugin) {
+	t.Helper()
+	source, err := builtinplugins.Source("doubao")
+	require.NoError(t, err)
+	registry := jsplugin.NewRegistry()
+	plugin, err := registry.RegisterFactory(source, jsplugin.Options{Key: "doubao"})
+	require.NoError(t, err)
+	return registry, plugin
+}
+
+func decodeDoubaoImage(t *testing.T, registry *jsplugin.Registry, plugin *jsplugin.LoadedPlugin, body map[string]any) (map[string]any, error) {
+	t.Helper()
+	binding, found := registry.Generation().LookupDeclaredRoute(http.MethodPost, doubaoImageRoute)
+	require.True(t, found)
+	require.Equal(t, jsplugin.RouteTypeSubmit, binding.Route.Type)
+	value, err := plugin.Engine.CallPath(t.Context(), "native", []string{binding.Route.Decode}, map[string]any{
+		"path": doubaoImageRoute, "body": map[string]any{"kind": "json", "value": body},
+	})
+	if err != nil {
+		return nil, err
+	}
+	return alibabaObject(t, value), nil
+}
+
+// Runs the production host validation, body conversion and usage extraction
+// for one normalized image request without contacting Volcengine.
+func submitDoubaoImage(t *testing.T, plugin *jsplugin.LoadedPlugin, action string, request map[string]any) (map[string]any, map[string]any, string) {
+	t.Helper()
+	modelName := request["model"].(string)
+	// RelayTask copies the decode action onto the relay info before the adaptor runs.
+	info := &relaycommon.RelayInfo{
+		ChannelMeta:     &relaycommon.ChannelMeta{ChannelBaseUrl: doubaoBaseURL, UpstreamModelName: modelName},
+		OriginModelName: modelName,
+		TaskRelayInfo:   &relaycommon.TaskRelayInfo{PublicTaskID: "task_public", Action: action},
+	}
+	adaptor := taskplugin.New(plugin)
+	adaptor.Init(info)
+	c, _ := gin.CreateTestContext(httptest.NewRecorder())
+	c.Request = httptest.NewRequest(http.MethodPost, doubaoImageRoute, nil)
+	c.Set("task_request", request)
+	require.Nil(t, adaptor.ValidateRequestAndSetAction(c, info))
+	reader, err := adaptor.BuildRequestBody(c, info)
+	require.NoError(t, err)
+	encoded, err := io.ReadAll(reader)
+	require.NoError(t, err)
+	var body map[string]any
+	require.NoError(t, common.Unmarshal(encoded, &body))
+	facts, err := adaptor.ExtractUsageFactsValidated(c, info)
+	require.NoError(t, err)
+	url, err := adaptor.BuildRequestURL(info)
+	require.NoError(t, err)
+	return body, alibabaObject(t, facts), url
+}
+
+func TestDoubaoImageSubmission(t *testing.T) {
+	registry, plugin := newDoubaoPlugin(t)
+	reference := "https://cdn.example/reference.png"
+	// Every model reports the four facts released with the shared image schema,
+	// including those its own profile omits, so expressions saved before the
+	// per-model profiles keep their charge.
+	noImages := map[string]any{"images_up_to_1_5k": float64(0), "images_above_1_5k": float64(0), "input_images": float64(0), "layer_decomposition": false}
+	facts := func(overrides map[string]any) map[string]any {
+		merged := map[string]any{}
+		maps.Copy(merged, noImages)
+		maps.Copy(merged, overrides)
+		return merged
+	}
+	for _, tc := range []struct {
+		name       string
+		model      string
+		body       map[string]any
+		wantAction string
+		wantBody   map[string]any // upstream fields whose value differs from the request
+		wantFacts  map[string]any
+	}{
+		{"text to image with a preset size", "doubao-seedream-4-0-250828",
+			map[string]any{"prompt": "a cat", "size": "2K", "watermark": false, "response_format": "url", "stream": false, "seed": 42, "guidance_scale": 2.5},
+			"text_to_image", nil, facts(map[string]any{"images_above_1_5k": float64(1)})},
+		{"1K reserves the lower pricing tier", "doubao-seedream-4-0-250828",
+			map[string]any{"prompt": "a cat", "size": "1K", "optimize_prompt_options": nil},
+			"text_to_image", nil, facts(map[string]any{"images_up_to_1_5k": float64(1)})},
+		{"lowercase presets are normalized", "doubao-seedream-4-0-250828",
+			map[string]any{"prompt": "a cat", "size": "2k"},
+			"text_to_image", map[string]any{"size": "2K"}, facts(map[string]any{"images_above_1_5k": float64(1)})},
+		{"pixel sizes are normalized to WxH", "doubao-seedream-4-5-251128",
+			map[string]any{"prompt": "a banner", "size": "3750 * 1250"},
+			"text_to_image", map[string]any{"size": "3750x1250"}, facts(map[string]any{"images_above_1_5k": float64(1)})},
+		{"the 2.61 megapixel boundary belongs to the lower tier", "doubao-seedream-5-0-pro-260628",
+			map[string]any{"prompt": "a poster", "size": "1500X1740"},
+			"text_to_image", map[string]any{"size": "1500x1740"}, facts(map[string]any{"images_up_to_1_5k": float64(1)})},
+		{"5.0 pro 1.5K with fast prompt optimization", "doubao-seedream-5-0-pro-260628",
+			map[string]any{"prompt": "a poster", "size": "1.5K", "optimize_prompt_options": map[string]any{"mode": "fast"}, "output_format": "png"},
+			"text_to_image", nil, facts(map[string]any{"images_up_to_1_5k": float64(1)})},
+		{"group generation estimates max_images and reference images", "doubao-seedream-5-0-lite-260128",
+			map[string]any{"prompt": "a brand kit", "image": reference, "size": "2K", "sequential_image_generation": "auto", "sequential_image_generation_options": map[string]any{"max_images": 4}, "output_format": "png", "tools": []any{map[string]any{"type": "web_search"}}},
+			"image_to_image", nil, facts(map[string]any{"images_above_1_5k": float64(4), "input_images": float64(1)})},
+		{"group generation is capped by reference images", "doubao-seedream-4-5-251128",
+			map[string]any{"prompt": "four seasons", "image": []any{reference, "https://cdn.example/second.png"}, "sequential_image_generation": "auto"},
+			"image_to_image", nil, facts(map[string]any{"images_above_1_5k": float64(13), "input_images": float64(2)})},
+		{"base64 references count as input images", "doubao-seedream-5-0-pro-260628",
+			map[string]any{"prompt": "a cat", "image": []any{reference, "data:image/png;base64,iVBORw0KGgo="}, "size": "1K"},
+			"image_to_image", nil, facts(map[string]any{"images_up_to_1_5k": float64(1), "input_images": float64(2)})},
+		{"transparent background on 5.0 pro", "doubao-seedream-5-0-pro-260628",
+			map[string]any{"prompt": "cut out the cat", "image": reference, "background": "transparent", "output_format": "png", "size": "1K"},
+			"image_to_image", nil, facts(map[string]any{"images_up_to_1_5k": float64(1), "input_images": float64(1)})},
+		{"background is forwarded to other models for upstream to decide", "doubao-seedream-5-0-lite-260128",
+			map[string]any{"prompt": "cut out the cat", "background": "transparent", "size": "2K"},
+			"text_to_image", nil, facts(map[string]any{"images_above_1_5k": float64(1)})},
+		{"layer decomposition with auto size reserves every output at the higher tier", "doubao-seedream-5-0-pro-260628",
+			map[string]any{"image": reference, "layer_decomposition": true, "size": "auto"},
+			"image_to_image", nil, facts(map[string]any{"images_above_1_5k": float64(17), "input_images": float64(1), "layer_decomposition": true})},
+		{"layer decomposition at 1K reserves the lower tier", "doubao-seedream-5-0-pro-260628",
+			map[string]any{"image": reference, "layer_decomposition": true, "size": "1k"},
+			"image_to_image", map[string]any{"size": "1K"}, facts(map[string]any{"images_up_to_1_5k": float64(17), "input_images": float64(1), "layer_decomposition": true})},
+		{"5.0 flash layer decomposition at 1.5K", "doubao-seedream-5-0-flash-260915",
+			map[string]any{"image": reference, "layer_decomposition": true, "size": "1.5K", "output_format": "png"},
+			"image_to_image", nil, facts(map[string]any{"images_up_to_1_5k": float64(17), "input_images": float64(1), "layer_decomposition": true})},
+		{"endpoint ids use the permissive profile", "ep-20260918-seedream",
+			map[string]any{"prompt": "a cat", "size": "4K", "sequential_image_generation": "auto"},
+			"text_to_image", nil, facts(map[string]any{"images_above_1_5k": float64(15)})},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			request := map[string]any{"model": tc.model}
+			maps.Copy(request, tc.body)
+			resolved, err := decodeDoubaoImage(t, registry, plugin, request)
+			require.NoError(t, err)
+			assert.Equal(t, tc.model, resolved["model"])
+			assert.Equal(t, tc.wantAction, resolved["action"])
+			body, facts, url := submitDoubaoImage(t, plugin, tc.wantAction, resolved["requestBody"].(map[string]any))
+			assert.Equal(t, doubaoBaseURL+"/api/v3/images/generations", url)
+			assert.Equal(t, tc.model, body["model"])
+			assert.NotContains(t, body, "stream")
+			for key, expected := range alibabaObject(t, tc.body) {
+				if key == "stream" {
+					continue
+				}
+				if override, ok := tc.wantBody[key]; ok {
+					expected = override
+				}
+				assert.Contains(t, body, key)
+				assert.Equal(t, expected, body[key], key)
+			}
+			assert.Equal(t, tc.wantFacts, facts)
+		})
+	}
+
+	// Legacy per-call pricing multiplies the price by every ratio, so the
+	// reservation ratio is only the total requested output count: one 1K image
+	// with two reference images reserves price × 1, not price × 1 × 2.
+	t.Run("legacy per-call pricing reserves only the total output count", func(t *testing.T) {
+		for _, tc := range []struct {
+			name  string
+			model string
+			body  map[string]any
+			want  float64
+		}{
+			{"1K image with two reference images", "doubao-seedream-5-0-pro-260628", map[string]any{"prompt": "a cat", "image": []any{reference, "https://cdn.example/second.png"}, "size": "1K"}, 1},
+			{"group generation", "doubao-seedream-5-0-lite-260128", map[string]any{"prompt": "a brand kit", "image": reference, "size": "2K", "sequential_image_generation": "auto", "sequential_image_generation_options": map[string]any{"max_images": 4}}, 4},
+			{"layer decomposition", "doubao-seedream-5-0-pro-260628", map[string]any{"image": reference, "layer_decomposition": true, "size": "auto"}, 17},
+		} {
+			request := map[string]any{"model": tc.model}
+			maps.Copy(request, tc.body)
+			resolved, err := decodeDoubaoImage(t, registry, plugin, request)
+			require.NoError(t, err, tc.name)
+			ctx := map[string]any{"upstreamModel": tc.model, "model": tc.model, "action": resolved["action"], "requestBody": resolved["requestBody"]}
+			ctx["usagePurpose"] = "billing_ratios"
+			value, err := plugin.Engine.Call(t.Context(), "extractUsage", ctx)
+			require.NoError(t, err, tc.name)
+			assert.Equal(t, map[string]any{"image_count": tc.want}, alibabaObject(t, value), tc.name)
+			ctx["usagePurpose"] = "facts"
+			value, err = plugin.Engine.Call(t.Context(), "extractUsage", ctx)
+			require.NoError(t, err, tc.name)
+			facts := alibabaObject(t, value)
+			assert.NotContains(t, facts, "image_count", tc.name)
+			assert.Equal(t, tc.want, facts["images_up_to_1_5k"].(float64)+facts["images_above_1_5k"].(float64), tc.name)
+		}
+	})
+
+	// Each model's pricing lists only the tiers it can output and layer
+	// decomposition only where it is supported.
+	t.Run("image models serve Responses and OpenAI Images host protocols", func(t *testing.T) {
+		layered := []string{"images_up_to_1_5k", "images_above_1_5k", "input_images", "layer_decomposition"}
+		oneTier := []string{"images_above_1_5k", "input_images"}
+		for name, usageKeys := range map[string][]string{
+			"doubao-seedream-5-0-pro-260628":   layered,
+			"doubao-seedream-5-0-flash-260915": layered,
+			"doubao-seedream-5-0-lite-260128":  oneTier,
+			"doubao-seedream-5-0-260128":       oneTier,
+			"doubao-seedream-4-5-251128":       oneTier,
+			"doubao-seedream-4-0-250828":       {"images_up_to_1_5k", "images_above_1_5k", "input_images"},
+		} {
+			_, found := registry.Generation().LookupEndpoint(http.MethodPost, "/v1/responses", name)
+			assert.True(t, found, name)
+			for _, path := range []string{"/v1/images/generations", "/v1/images/edits"} {
+				binding, found := registry.Generation().LookupEndpoint(http.MethodPost, path, name)
+				require.True(t, found, name+" "+path)
+				assert.Equal(t, "openai_image", binding.Protocol)
+			}
+			_, found = registry.Generation().LookupEndpoint(http.MethodPost, "/v1/videos", name)
+			assert.False(t, found, name)
+			schema, examples := plugin.Meta.UsageForModel(name)
+			assert.ElementsMatch(t, usageKeys, keysOf(schema), name)
+			assert.NotEmpty(t, examples, name)
+		}
+		_, found := registry.Generation().LookupEndpoint(http.MethodPost, "/v1/videos", "doubao-seedance-2-0-260128")
+		assert.True(t, found)
+		_, found = registry.Generation().LookupEndpoint(http.MethodPost, "/v1/images/generations", "doubao-seedance-2-0-260128")
+		assert.False(t, found)
+		schema, _ := plugin.Meta.UsageForModel("doubao-seedance-2-0-260128")
+		assert.ElementsMatch(t, []string{"tokens", "resolution", "video_input"}, keysOf(schema))
+		schema, examples := plugin.Meta.UsageForModel("doubao-seedance-1-5-pro-251215")
+		assert.ElementsMatch(t, []string{"tokens", "resolution", "generate_audio"}, keysOf(schema))
+		assert.Equal(t, "boolean", schema["generate_audio"].Type)
+		assert.NotEmpty(t, examples)
+	})
+}
+
+// Capability profiles follow the Ark model list: pricing lists only the
+// resolutions each Seedance model offers, reference video input only on
+// Seedance 2.x, and audio output only on Seedance 1.5 pro.
+func TestDoubaoSeedanceUsageFacts(t *testing.T) {
+	_, plugin := newDoubaoPlugin(t)
+	const (
+		pro10  = "doubao-seedance-1-0-pro-250528"
+		pro15  = "doubao-seedance-1-5-pro-251215"
+		v20    = "doubao-seedance-2-0-260128"
+		fast20 = "doubao-seedance-2-0-fast-260128"
+		mini20 = "doubao-seedance-2-0-mini-260615"
+		v25    = "doubao-seedance-2-5-260628"
+	)
+	families := []struct {
+		models      []string
+		resolutions []string
+		fields      []string
+	}{
+		{[]string{pro10, "doubao-seedance-1-0-lite-t2v", "doubao-seedance-1-0-lite-i2v"}, []string{"480p", "720p", "1080p"}, []string{"resolution", "tokens"}},
+		{[]string{pro15}, []string{"480p", "720p", "1080p"}, []string{"generate_audio", "resolution", "tokens"}},
+		{[]string{v20}, []string{"480p", "720p", "1080p", "4k"}, []string{"resolution", "tokens", "video_input"}},
+		{[]string{fast20, mini20}, []string{"480p", "720p"}, []string{"resolution", "tokens", "video_input"}},
+		{[]string{v25}, []string{"480p", "720p", "1080p"}, []string{"resolution", "tokens", "video_input"}},
+	}
+	profiled := make([]string, 0, len(plugin.Meta.Models))
+	for _, family := range families {
+		for _, name := range family.models {
+			profiled = append(profiled, name)
+			t.Run(name, func(t *testing.T) {
+				schema, examples := plugin.Meta.UsageForModel(name)
+				assert.Equal(t, family.fields, slices.Sorted(maps.Keys(schema)))
+				assert.Equal(t, family.resolutions, schema["resolution"].Enum)
+				require.NotEmpty(t, examples)
+				for _, example := range examples {
+					assert.Equal(t, family.fields, slices.Sorted(maps.Keys(example.Facts)), example.Label)
+					assert.Contains(t, family.resolutions, example.Facts["resolution"], example.Label)
+				}
+			})
+		}
+	}
+	videoModels := make([]string, 0, len(profiled))
+	for _, name := range plugin.Meta.Models {
+		if strings.Contains(name, "seedance") {
+			videoModels = append(videoModels, name)
+		}
+	}
+	assert.ElementsMatch(t, videoModels, profiled, "every Seedance model selects a capability profile")
+
+	// A table price saved when every Seedance model declared video_input: its
+	// last row is the unconditioned fallback.
+	const sharedMatrix = `u("resolution") == "480p" && u("video_input") == "none" ? tier("480p·none", u("tokens") * 2 / 1000000) : ` +
+		`u("resolution") == "480p" && u("video_input") == "video" ? tier("480p·video", u("tokens") * 3 / 1000000) : ` +
+		`u("resolution") == "720p" && u("video_input") == "none" ? tier("720p·none", u("tokens") * 4 / 1000000) : ` +
+		`u("resolution") == "720p" && u("video_input") == "video" ? tier("720p·video", u("tokens") * 5 / 1000000) : ` +
+		`u("resolution") == "1080p" && u("video_input") == "none" ? tier("1080p·none", u("tokens") * 6 / 1000000) : ` +
+		`u("resolution") == "1080p" && u("video_input") == "video" ? tier("1080p·video", u("tokens") * 7 / 1000000) : ` +
+		`u("resolution") == "4k" && u("video_input") == "none" ? tier("4k·none", u("tokens") * 8 / 1000000) : ` +
+		`tier("4k·video", u("tokens") * 9 / 1000000)`
+	for _, tc := range []struct {
+		name    string
+		model   string
+		request map[string]any
+		want    map[string]any
+		wantErr string
+	}{
+		{"1.5 pro defaults to audio", pro15, map[string]any{"metadata": map[string]any{"resolution": "720p"}},
+			map[string]any{"tokens": float64(108000), "resolution": "720p", "generate_audio": true, "video_input": "none"}, ""},
+		{"1.5 pro silent output", pro15, map[string]any{"metadata": map[string]any{"resolution": "720p", "generate_audio": false}},
+			map[string]any{"tokens": float64(108000), "resolution": "720p", "generate_audio": false, "video_input": "none"}, ""},
+		{"2.0 has no audio fact", v20, map[string]any{"metadata": map[string]any{"resolution": "720p", "generate_audio": false}},
+			map[string]any{"tokens": float64(108000), "resolution": "720p", "video_input": "none"}, ""},
+		{"2.0 offers 4k", v20, map[string]any{"metadata": map[string]any{"resolution": "4k"}},
+			map[string]any{"tokens": float64(972000), "resolution": "4k", "video_input": "none"}, ""},
+		{"1.0 pro reports no reference video although its profile omits it", pro10, map[string]any{"metadata": map[string]any{"resolution": "1080p"}},
+			map[string]any{"tokens": float64(243000), "resolution": "1080p", "video_input": "none"}, ""},
+		{"mini reserves its highest tier when the resolution is left to Ark", mini20, map[string]any{},
+			map[string]any{"tokens": float64(108000), "resolution": "720p", "video_input": "none"}, ""},
+		{"mini rejects 1080p", mini20, map[string]any{"metadata": map[string]any{"resolution": "1080p"}}, nil, mini20 + " resolution must be one of 480p, 720p"},
+		{"mini rejects a 1080p size", mini20, map[string]any{"size": "1920x1080"}, nil, mini20 + " resolution must be one of 480p, 720p"},
+		{"fast rejects 4k", fast20, map[string]any{"metadata": map[string]any{"resolution": "4k"}}, nil, fast20 + " resolution must be one of 480p, 720p"},
+		{"2.5 rejects 4k", v25, map[string]any{"metadata": map[string]any{"resolution": "4K"}}, nil, v25 + " resolution must be one of 480p, 720p, 1080p"},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			request := map[string]any{"model": tc.model, "prompt": "a cat", "seconds": float64(5)}
+			maps.Copy(request, tc.request)
+			info := &relaycommon.RelayInfo{
+				ChannelMeta:     &relaycommon.ChannelMeta{ChannelBaseUrl: doubaoBaseURL, UpstreamModelName: tc.model},
+				OriginModelName: tc.model,
+				TaskRelayInfo:   &relaycommon.TaskRelayInfo{PublicTaskID: "task_public", Action: "text_to_video"},
+			}
+			adaptor := taskplugin.New(plugin)
+			adaptor.Init(info)
+			c, _ := gin.CreateTestContext(httptest.NewRecorder())
+			c.Request = httptest.NewRequest(http.MethodPost, "/v1/videos", nil)
+			c.Set("task_request", request)
+			taskErr := adaptor.ValidateRequestAndSetAction(c, info)
+			if tc.wantErr != "" {
+				require.NotNil(t, taskErr)
+				assert.Equal(t, http.StatusBadRequest, taskErr.StatusCode)
+				assert.Contains(t, taskErr.Message, tc.wantErr)
+				return
+			}
+			require.Nil(t, taskErr)
+			reader, err := adaptor.BuildRequestBody(c, info)
+			require.NoError(t, err)
+			encoded, err := io.ReadAll(reader)
+			require.NoError(t, err)
+			var body map[string]any
+			require.NoError(t, common.Unmarshal(encoded, &body))
+			metadata, _ := tc.request["metadata"].(map[string]any)
+			assert.Equal(t, metadata["generate_audio"], body["generate_audio"])
+			facts, err := adaptor.ExtractUsageFactsValidated(c, info)
+			require.NoError(t, err)
+			assert.Equal(t, tc.want, alibabaObject(t, facts))
+			_, trace, err := billingexpr.RunExprWithRequest(sharedMatrix, billingexpr.TokenParams{}, billingexpr.RequestInput{Usage: facts})
+			require.NoError(t, err)
+			assert.Equal(t, tc.want["resolution"].(string)+"·none", trace.MatchedTier, "saved table prices keep the no-video tier")
+		})
+	}
+
+	// Ark reads duration -1 as "the model picks the length" (Seedance 1.5 pro
+	// and 2.x; 2.5 also defaults to it). The reservation covers the longest
+	// output: 720p is 1280 × 720 × 24 / 1024 = 21,600 tokens per second.
+	t.Run("duration -1 reaches Ark and reserves the longest duration", func(t *testing.T) {
+		for _, tc := range []struct {
+			name         string
+			model        string
+			request      any
+			wantDuration any
+			wantTokens   float64
+		}{
+			{"2.5 metadata on /v1/video/generations", v25, relaycommon.TaskSubmitReq{
+				Model: v25, Prompt: "a cat", Metadata: map[string]any{"duration": -1, "resolution": "720p"},
+			}, float64(-1), 30 * 21600},
+			{"2.5 without a duration keeps the Ark default", v25, map[string]any{
+				"model": v25, "prompt": "a cat", "metadata": map[string]any{"resolution": "720p"},
+			}, nil, 30 * 21600},
+			{"2.0 seconds from Responses or /v1/videos", v20, map[string]any{
+				"model": v20, "prompt": "a cat", "seconds": -1, "metadata": map[string]any{"resolution": "720p"},
+			}, float64(-1), 15 * 21600},
+			{"1.5 pro", pro15, map[string]any{
+				"model": pro15, "prompt": "a cat", "metadata": map[string]any{"duration": -1, "resolution": "720p"},
+			}, float64(-1), 12 * 21600},
+		} {
+			t.Run(tc.name, func(t *testing.T) {
+				info := &relaycommon.RelayInfo{
+					ChannelMeta:     &relaycommon.ChannelMeta{ChannelBaseUrl: doubaoBaseURL, UpstreamModelName: tc.model},
+					OriginModelName: tc.model,
+					TaskRelayInfo:   &relaycommon.TaskRelayInfo{PublicTaskID: "task_public", Action: "text_to_video"},
+				}
+				adaptor := taskplugin.New(plugin)
+				adaptor.Init(info)
+				c, _ := gin.CreateTestContext(httptest.NewRecorder())
+				c.Request = httptest.NewRequest(http.MethodPost, "/v1/video/generations", nil)
+				c.Set("task_request", tc.request)
+				require.Nil(t, adaptor.ValidateRequestAndSetAction(c, info))
+				reader, err := adaptor.BuildRequestBody(c, info)
+				require.NoError(t, err)
+				encoded, err := io.ReadAll(reader)
+				require.NoError(t, err)
+				var body map[string]any
+				require.NoError(t, common.Unmarshal(encoded, &body))
+				assert.Equal(t, tc.wantDuration, body["duration"])
+				facts, err := adaptor.ExtractUsageFactsValidated(c, info)
+				require.NoError(t, err)
+				assert.Equal(t, tc.wantTokens, facts["tokens"])
+			})
+		}
+
+		decode := func(body map[string]any) (any, error) {
+			return plugin.Engine.CallPath(t.Context(), "protocols", []string{"openai_video", "decodeRequest"}, map[string]any{
+				"model": v20, "body": map[string]any{"kind": "json", "value": body},
+			})
+		}
+		value, err := decode(map[string]any{"model": v20, "prompt": "a cat", "duration": -1})
+		require.NoError(t, err)
+		assert.Equal(t, float64(-1), alibabaObject(t, value)["requestBody"].(map[string]any)["seconds"])
+		_, err = decode(map[string]any{"model": v20, "prompt": "a cat", "seconds": -2})
+		require.ErrorContains(t, err, "seconds must be -1 or between 1 and 3600")
+	})
+
+	t.Run("completion overlays only resolutions the model offers", func(t *testing.T) {
+		for _, tc := range []struct {
+			model      string
+			resolution string
+			want       map[string]any
+		}{
+			{mini20, "1080p", map[string]any{"tokens": float64(90000)}},
+			{v25, "4k", map[string]any{"tokens": float64(90000)}},
+			{v20, "4k", map[string]any{"tokens": float64(90000), "resolution": "4k"}},
+		} {
+			queryContext := map[string]any{"model": tc.model, "upstreamModel": tc.model, "action": "text_to_video"}
+			body := map[string]any{
+				"status":  "succeeded",
+				"usage":   map[string]any{"completion_tokens": 90000},
+				"content": map[string]any{"video_url": "https://cdn.example/video.mp4", "resolution": tc.resolution},
+			}
+			value, err := plugin.Engine.Call(t.Context(), "extractUsageOnComplete", queryContext, map[string]any{"status": "SUCCESS"}, body)
+			require.NoError(t, err, tc.model)
+			assert.Equal(t, tc.want, alibabaObject(t, value), tc.model)
+		}
+	})
+}
+
+func keysOf(schema map[string]jsplugin.UsageFieldSchema) []string {
+	keys := make([]string, 0, len(schema))
+	for key := range schema {
+		keys = append(keys, key)
+	}
+	return keys
+}
+
+// Rejections mirror the Ark API reference; the model-capability cases were
+// confirmed against live 400 responses (2026-09).
+func TestDoubaoImageValidation(t *testing.T) {
+	registry, plugin := newDoubaoPlugin(t)
+	const pro, flash, lite, v45, v40 = "doubao-seedream-5-0-pro-260628", "doubao-seedream-5-0-flash-260915", "doubao-seedream-5-0-lite-260128", "doubao-seedream-4-5-251128", "doubao-seedream-4-0-250828"
+	reference := "https://cdn.example/1.png"
+	manyReferences := make([]any, 0, 11)
+	for index := range 11 {
+		manyReferences = append(manyReferences, fmt.Sprintf("https://cdn.example/%d.png", index))
+	}
+	for _, tc := range []struct {
+		name    string
+		model   string
+		body    map[string]any
+		wantErr string
+	}{
+		{"prompt is required", v40, map[string]any{}, "prompt is required"},
+		{"client streaming is rejected", v40, map[string]any{"prompt": "a cat", "stream": true}, "stream is not supported"},
+		{"base64 responses are not deliverable", v40, map[string]any{"prompt": "a cat", "response_format": "b64_json"}, "response_format must be url"},
+		{"5.0 pro rejects group generation", pro, map[string]any{"prompt": "a cat", "sequential_image_generation": "auto"}, "sequential_image_generation is not supported"},
+		{"5.0 pro rejects sequential_image_generation even when disabled", pro, map[string]any{"prompt": "a cat", "sequential_image_generation": "disabled"}, "sequential_image_generation is not supported"},
+		{"5.0 flash rejects group generation", flash, map[string]any{"prompt": "a cat", "sequential_image_generation": "auto"}, "sequential_image_generation is not supported"},
+		{"sequential_image_generation is an enum", lite, map[string]any{"prompt": "a cat", "sequential_image_generation": "on"}, "must be auto or disabled"},
+		{"sequential options must be an object", lite, map[string]any{"prompt": "a cat", "sequential_image_generation": "auto", "sequential_image_generation_options": 3}, "sequential_image_generation_options must be an object"},
+		{"max_images is bounded", lite, map[string]any{"prompt": "a cat", "sequential_image_generation": "auto", "sequential_image_generation_options": map[string]any{"max_images": 16}}, "max_images must be an integer between 1 and 15"},
+		{"reference images are bounded", pro, map[string]any{"prompt": "a cat", "image": manyReferences}, "at most 10 reference images"},
+		{"fast prompt optimization is unsupported on 5.0 flash", flash, map[string]any{"prompt": "a cat", "optimize_prompt_options": map[string]any{"mode": "fast"}}, "mode fast is not supported"},
+		{"fast prompt optimization is unsupported on 5.0 lite", lite, map[string]any{"prompt": "a cat", "optimize_prompt_options": map[string]any{"mode": "fast"}}, "mode fast is not supported"},
+		{"fast prompt optimization is unsupported on 4.5", v45, map[string]any{"prompt": "a cat", "optimize_prompt_options": map[string]any{"mode": "fast"}}, "mode fast is not supported"},
+		{"prompt optimization mode is an enum", v40, map[string]any{"prompt": "a cat", "optimize_prompt_options": map[string]any{"mode": "turbo"}}, "must be standard or fast"},
+		{"prompt optimization options must be an object", v40, map[string]any{"prompt": "a cat", "optimize_prompt_options": 123}, "optimize_prompt_options must be an object"},
+		{"output_format is an enum", pro, map[string]any{"prompt": "a cat", "output_format": "webp"}, "output_format must be png or jpeg"},
+		{"output_format follows the model", v40, map[string]any{"prompt": "a cat", "output_format": "png"}, "output_format is not supported"},
+		{"background is a string enum", pro, map[string]any{"prompt": "a cat", "image": reference, "background": true}, "background must be opaque or transparent"},
+		{"transparent background needs exactly one input image", pro, map[string]any{"prompt": "a cat", "background": "transparent"}, "requires exactly one input image"},
+		{"transparent background rejects jpeg output", pro, map[string]any{"prompt": "a cat", "image": reference, "background": "transparent", "output_format": "jpeg"}, "cannot be combined with output_format jpeg"},
+		{"tools must be objects with a type", lite, map[string]any{"prompt": "a cat", "tools": []any{map[string]any{}}}, "tools must be an array of objects with a string type"},
+		{"tools must be an array", lite, map[string]any{"prompt": "a cat", "tools": map[string]any{"type": "web_search"}}, "tools must be an array of objects with a string type"},
+		{"tools follow the model", pro, map[string]any{"prompt": "a cat", "tools": []any{map[string]any{"type": "web_search"}}}, "tools are not supported"},
+		{"seed must be an integer", v40, map[string]any{"prompt": "a cat", "seed": "abc"}, "seed must be an integer"},
+		{"seed rejects fractions", v40, map[string]any{"prompt": "a cat", "seed": 1.5}, "seed must be an integer"},
+		{"guidance_scale must be a number", v40, map[string]any{"prompt": "a cat", "guidance_scale": "x"}, "guidance_scale must be a number"},
+		{"size must be a string", v40, map[string]any{"prompt": "a cat", "size": 2048}, "size must be a string"},
+		{"presets follow the model", v45, map[string]any{"prompt": "a cat", "size": "1K"}, "size must be one of 2K, 4K"},
+		{"5.0 flash tops out at 2K", flash, map[string]any{"prompt": "a cat", "size": "4K"}, "size must be one of 1K, 1.5K, 2K"},
+		{"pixel sizes follow the model", v45, map[string]any{"prompt": "a cat", "size": "1500x1500"}, "outside the model's pixel"},
+		{"aspect ratios are bounded", v40, map[string]any{"prompt": "a cat", "size": "8192x480"}, "outside the model's pixel"},
+		{"layer decomposition needs one image", pro, map[string]any{"layer_decomposition": true}, "requires exactly one input image"},
+		{"layer decomposition follows the model", v40, map[string]any{"prompt": "a cat", "image": reference, "layer_decomposition": true}, "layer_decomposition is not supported"},
+		{"layer decomposition sizes are presets", pro, map[string]any{"image": reference, "layer_decomposition": true, "size": "2048x2048"}, "layer decomposition sizes must be one of"},
+		{"auto size needs layer decomposition", v40, map[string]any{"prompt": "a cat", "size": "auto"}, "size auto is only supported"},
+		{"image references must be URLs", v40, map[string]any{"prompt": "a cat", "image": "ftp://cdn.example/1.png"}, "image must be an HTTP URL"},
+		{"base64 references need the full data URI", v40, map[string]any{"prompt": "a cat", "image": "data:image/png,iVBORw0KGgo="}, "image must be an HTTP URL"},
+		{"base64 formats are lowercase", v40, map[string]any{"prompt": "a cat", "image": "data:image/PNG;base64,iVBORw0KGgo="}, "image must be an HTTP URL"},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			request := map[string]any{"model": tc.model}
+			maps.Copy(request, tc.body)
+			_, err := decodeDoubaoImage(t, registry, plugin, request)
+			require.ErrorContains(t, err, tc.wantErr)
+		})
+	}
+}
+
+// Fixtures mirror real Ark responses captured on 2026-09-18 (signed URLs replaced).
+func TestDoubaoImageResults(t *testing.T) {
+	_, plugin := newDoubaoPlugin(t)
+	const lite, pro = "doubao-seedream-5-0-lite-260128", "doubao-seedream-5-0-pro-260628"
+	first, second := "https://ark-content.example/1.jpeg?sig=secret", "https://ark-content.example/2.jpeg?sig=secret"
+	// 5.0 lite group of two plus one failed member; Ark echoes the canonical model name.
+	groupBody := map[string]any{
+		"model":   "doubao-seedream-5-0-260128",
+		"created": 1789733151,
+		"data": []any{
+			map[string]any{"url": first, "size": "2848x1600"},
+			map[string]any{"url": second, "size": "2848x1600"},
+			map[string]any{"error": map[string]any{"code": "OutputImageSensitiveContentDetected", "message": "blocked"}},
+		},
+		"usage": map[string]any{"generated_images": 2, "output_tokens": 35600, "total_tokens": 35600},
+	}
+	// 5.0 pro layer decomposition with size auto: base and first layer above 2.61 MP, second layer below.
+	layerBody := map[string]any{
+		"model":   pro,
+		"created": 1789733460,
+		"data": []any{
+			map[string]any{"url": "https://ark-content.example/base.jpeg?sig=secret", "size": "2848x1600", "output_format": "jpeg", "z_index": 0},
+			map[string]any{"url": "https://ark-content.example/layer1.png?sig=secret", "size": "2848x1600", "output_format": "png", "z_index": 1, "name": "背景场景", "description": "室内木桌背景",
+				"bounding_box": map[string]any{"absolute": []any{0, 0, 2848, 1600}, "normalized": []any{0, 0, 1000, 999}}},
+			map[string]any{"url": "https://ark-content.example/layer2.png?sig=secret", "size": "1125x956", "output_format": "png", "z_index": 2, "name": "主体橘猫", "description": "坐姿橘猫",
+				"bounding_box": map[string]any{"absolute": []any{955, 622, 2080, 1578}, "normalized": []any{335, 389, 730, 986}}},
+		},
+		"usage": map[string]any{"input_images": 1, "generated_images": 3, "output_tokens": 42316, "total_tokens": 42316},
+	}
+	// 5.0 pro single 1K image from two reference images.
+	referenceBody := map[string]any{
+		"model":   pro,
+		"created": 1789733390,
+		"data":    []any{map[string]any{"url": first, "size": "1424x800", "output_format": "jpeg"}},
+		"usage":   map[string]any{"input_images": 2, "generated_images": 1, "output_tokens": 4450, "total_tokens": 4450},
+	}
+
+	parseResponse := func(t *testing.T, model string, request map[string]any, payload map[string]any) *relaycommon.TaskInfo {
+		t.Helper()
+		info := &relaycommon.RelayInfo{OriginModelName: model, ChannelMeta: &relaycommon.ChannelMeta{UpstreamModelName: model, ChannelBaseUrl: doubaoBaseURL}, TaskRelayInfo: &relaycommon.TaskRelayInfo{PublicTaskID: "task_public"}}
+		adaptor := taskplugin.New(plugin)
+		adaptor.Init(info)
+		c, _ := gin.CreateTestContext(httptest.NewRecorder())
+		c.Request = httptest.NewRequest(http.MethodPost, doubaoImageRoute, nil)
+		c.Set("task_request", request)
+		encoded, err := common.Marshal(payload)
+		require.NoError(t, err)
+		parsed, taskErr := adaptor.ParseResponse(c, &http.Response{StatusCode: http.StatusOK, Header: http.Header{"Content-Type": {"application/json"}}, Body: io.NopCloser(bytes.NewReader(encoded))}, info)
+		require.Nil(t, taskErr)
+		require.NotNil(t, parsed.Immediate)
+		assert.Equal(t, "task_public", parsed.UpstreamTaskID)
+		assert.JSONEq(t, string(encoded), string(parsed.TaskData))
+		return parsed.Immediate
+	}
+	groupRequest := map[string]any{"model": lite, "prompt": "a cat", "sequential_image_generation": "auto"}
+	queryContext := map[string]any{"upstreamModel": lite, "model": lite, "action": "text_to_image"}
+	proQuery := map[string]any{"upstreamModel": pro, "model": pro, "action": "text_to_image"}
+
+	t.Run("a single-tier group settles every delivered image", func(t *testing.T) {
+		immediate := parseResponse(t, lite, groupRequest, groupBody)
+		assert.Equal(t, "SUCCESS", immediate.Status)
+		assert.Equal(t, "100%", immediate.Progress)
+		assert.Equal(t, first, immediate.Url)
+		assert.Equal(t, map[string]any{"images_above_1_5k": float64(2)}, immediate.UsageFacts)
+
+		value, err := plugin.Engine.CallPath(t.Context(), "native", []string{"imageCreated"}, map[string]any{}, map[string]any{"task_id": "task_public", "status": "SUCCESS", "data": groupBody})
+		require.NoError(t, err)
+		assert.Equal(t, alibabaObject(t, groupBody), alibabaObject(t, value))
+
+		value, err = plugin.Engine.Call(t.Context(), "extractUsageOnSubmit", queryContext, groupBody)
+		require.NoError(t, err)
+		assert.Equal(t, map[string]any{"image_count": float64(2)}, alibabaObject(t, value), "legacy per-call pricing settles on the delivered count")
+	})
+
+	// Legacy per-call pricing multiplies the price by every ratio the plugin
+	// returns, so the submit-time settlement carries only the total delivered
+	// output count; a mixed-tier result with a reference image must settle 5
+	// images, not price × 4 × 1 × 1.
+	t.Run("legacy per-call pricing settles the total output count", func(t *testing.T) {
+		tieredBody := map[string]any{
+			"model": pro,
+			"data": []any{
+				map[string]any{"url": first, "size": "1024x1024"},
+				map[string]any{"url": second, "size": "1024x1024"},
+				map[string]any{"url": first, "size": "1024x1024"},
+				map[string]any{"url": second, "size": "1024x1024"},
+				map[string]any{"url": first, "size": "2848x1600"},
+			},
+			"usage": map[string]any{"input_images": 1, "generated_images": 5},
+		}
+		value, err := plugin.Engine.Call(t.Context(), "extractUsageOnComplete", proQuery, map[string]any{"status": "SUCCESS"}, tieredBody)
+		require.NoError(t, err)
+		assert.Equal(t, map[string]any{"images_up_to_1_5k": float64(4), "images_above_1_5k": float64(1), "input_images": float64(1)}, alibabaObject(t, value), "task expressions keep the tiered facts")
+		for _, tc := range []struct {
+			name string
+			body map[string]any
+			want float64
+		}{
+			{"mixed tiers with a reference image", tieredBody, 5},
+			{"layer decomposition", layerBody, 3},
+			{"single image from two reference images", referenceBody, 1},
+		} {
+			value, err := plugin.Engine.Call(t.Context(), "extractUsageOnSubmit", queryContext, tc.body)
+			require.NoError(t, err, tc.name)
+			assert.Equal(t, map[string]any{"image_count": tc.want}, alibabaObject(t, value), tc.name)
+		}
+		value, err = plugin.Engine.Call(t.Context(), "extractUsageOnSubmit", queryContext, map[string]any{"data": []any{map[string]any{"error": map[string]any{"code": "x"}}}})
+		require.NoError(t, err)
+		assert.Empty(t, alibabaObject(t, value), "no delivered image leaves the reservation in place")
+	})
+
+	t.Run("mixed-tier layers settle per layer with the input image count", func(t *testing.T) {
+		request := map[string]any{"model": pro, "image": "https://cdn.example/photo.png", "layer_decomposition": true, "size": "auto"}
+		immediate := parseResponse(t, pro, request, layerBody)
+		assert.Equal(t, "SUCCESS", immediate.Status)
+		assert.Equal(t, map[string]any{"images_up_to_1_5k": float64(1), "images_above_1_5k": float64(2), "input_images": float64(1)}, immediate.UsageFacts)
+	})
+
+	t.Run("reference images settle from usage.input_images", func(t *testing.T) {
+		request := map[string]any{"model": pro, "prompt": "a cat", "image": []any{"https://cdn.example/a.png", "https://cdn.example/b.png", "https://cdn.example/c.png"}, "size": "1K"}
+		immediate := parseResponse(t, pro, request, referenceBody)
+		assert.Equal(t, map[string]any{"images_up_to_1_5k": float64(1), "images_above_1_5k": float64(0), "input_images": float64(2)}, immediate.UsageFacts)
+	})
+
+	t.Run("invalid completion counts retain the reservation", func(t *testing.T) {
+		for _, count := range []any{-1, 0, 1.5, 99, "2", 3} {
+			payload := map[string]any{"data": []any{map[string]any{"url": first, "size": "2048x2048"}}, "usage": map[string]any{"generated_images": count}}
+			immediate := parseResponse(t, lite, groupRequest, payload)
+			assert.Equal(t, "SUCCESS", immediate.Status)
+			assert.Nil(t, immediate.UsageFacts, "count %v must not replace the reservation", count)
+		}
+	})
+
+	t.Run("invalid input image counts keep the estimate while tiers settle", func(t *testing.T) {
+		for _, count := range []any{-1, 1.5, 15, "2"} {
+			payload := map[string]any{"data": []any{map[string]any{"url": first, "size": "1424x800"}}, "usage": map[string]any{"generated_images": 1, "input_images": count}}
+			value, err := plugin.Engine.Call(t.Context(), "extractUsageOnComplete", proQuery, map[string]any{"status": "SUCCESS"}, payload)
+			require.NoError(t, err)
+			assert.Equal(t, map[string]any{"images_up_to_1_5k": float64(1), "images_above_1_5k": float64(0)}, alibabaObject(t, value), "input_images %v", count)
+		}
+	})
+
+	t.Run("missing sizes keep the estimated tiers", func(t *testing.T) {
+		payload := map[string]any{"data": []any{map[string]any{"url": first, "size": "2048x2048"}, map[string]any{"url": second}}, "usage": map[string]any{"generated_images": 2, "input_images": 1}}
+		value, err := plugin.Engine.Call(t.Context(), "extractUsageOnComplete", proQuery, map[string]any{"status": "SUCCESS"}, payload)
+		require.NoError(t, err)
+		assert.Equal(t, map[string]any{"input_images": float64(1)}, alibabaObject(t, value))
+		// A single-tier model needs no size to know the tier.
+		value, err = plugin.Engine.Call(t.Context(), "extractUsageOnComplete", queryContext, map[string]any{"status": "SUCCESS"}, payload)
+		require.NoError(t, err)
+		assert.Equal(t, map[string]any{"images_above_1_5k": float64(2), "input_images": float64(1)}, alibabaObject(t, value))
+	})
+
+	t.Run("missing usage settles from image payload sizes", func(t *testing.T) {
+		payload := map[string]any{"data": []any{map[string]any{"url": first, "size": "2848x1600"}, map[string]any{"url": second, "size": "1024x1024"}, map[string]any{"error": map[string]any{"code": "x"}}}}
+		value, err := plugin.Engine.Call(t.Context(), "extractUsageOnComplete", proQuery, map[string]any{"status": "SUCCESS"}, payload)
+		require.NoError(t, err)
+		assert.Equal(t, map[string]any{"images_up_to_1_5k": float64(1), "images_above_1_5k": float64(1)}, alibabaObject(t, value))
+	})
+
+	t.Run("failed and empty results do not complete a task", func(t *testing.T) {
+		for _, payload := range []map[string]any{
+			{"error": map[string]any{"code": "InvalidParameter", "message": "The parameter `seed` specified in the request is not valid. Request id: 0217", "param": "", "type": ""}},
+			{"data": []any{map[string]any{"error": map[string]any{"code": "OutputImageSensitiveContentDetected", "message": "blocked"}}}, "usage": map[string]any{"generated_images": 0}},
+			{"data": []any{}},
+		} {
+			_, err := plugin.Engine.Call(t.Context(), "parseSubmitResponse", map[string]any{"upstreamModel": lite, "publicTaskId": "task_public", "requestBody": map[string]any{"model": lite, "prompt": "a cat"}}, map[string]any{"statusCode": 200, "body": payload})
+			require.Error(t, err)
+		}
+	})
+
+	t.Run("artifacts and Responses output use gateway URLs", func(t *testing.T) {
+		value, err := plugin.Engine.Call(t.Context(), "listArtifacts", map[string]any{"taskId": "task_public", "status": "SUCCESS", "action": "text_to_image", "data": groupBody})
+		require.NoError(t, err)
+		encoded, err := common.Marshal(value)
+		require.NoError(t, err)
+		var artifacts []map[string]any
+		require.NoError(t, common.Unmarshal(encoded, &artifacts))
+		require.Len(t, artifacts, 2)
+		assert.Equal(t, "image-1", artifacts[0]["key"])
+		assert.Equal(t, "image", artifacts[0]["type"])
+		assert.Equal(t, "image-2", artifacts[1]["key"])
+
+		value, err = plugin.Engine.Call(t.Context(), "buildContentRequest", map[string]any{"artifactKey": "image-2", "action": "text_to_image", "data": groupBody, "clientRequest": map[string]any{"method": "GET"}})
+		require.NoError(t, err)
+		content := alibabaObject(t, value)
+		assert.Equal(t, second, content["url"])
+		assert.Equal(t, true, content["credentialless"])
+
+		gateway := map[string]any{
+			"model": lite,
+			"artifacts": map[string]any{
+				"image-1": map[string]any{"key": "image-1", "type": "image", "url": "https://gateway.example/v1/tasks/task_public/artifacts/image-1/content?access=a"},
+				"image-2": map[string]any{"key": "image-2", "type": "image", "url": "https://gateway.example/v1/tasks/task_public/artifacts/image-2/content?access=b"},
+			},
+		}
+		task := map[string]any{"task_id": "task_public", "status": "SUCCESS", "progress": "100%", "created_at": 10, "updated_at": 20, "data": groupBody}
+		value, err = plugin.Engine.CallPath(t.Context(), "protocols", []string{"openai_responses", "renderFinal"}, gateway, task)
+		require.NoError(t, err)
+		machine := relay.NewPluginResponsesMachine("task_public", lite, 10, relay.DefaultPluginProtocolLimits())
+		response, err := machine.FinalResponse(value, "SUCCESS")
+		require.NoError(t, err)
+		text := response["output"].([]any)[0].(map[string]any)["content"].([]any)[0].(map[string]any)["text"].(string)
+		assert.Contains(t, text, "artifacts/image-1/content")
+		assert.Contains(t, text, "artifacts/image-2/content")
+		assert.NotContains(t, text, "ark-content.example")
+
+		_, err = plugin.Engine.CallPath(t.Context(), "protocols", []string{"openai_responses", "renderFinal"}, map[string]any{"model": lite}, task)
+		require.ErrorContains(t, err, "image artifact is unavailable")
+	})
+}
+
+func TestDoubaoImageResponsesDecode(t *testing.T) {
+	_, plugin := newDoubaoPlugin(t)
+	const model = "doubao-seedream-5-0-lite-260128"
+	decode := func(t *testing.T, body map[string]any) (map[string]any, error) {
+		t.Helper()
+		value, err := plugin.Engine.CallPath(t.Context(), "protocols", []string{"openai_responses", "decodeRequest"}, map[string]any{
+			"model": body["model"], "stream": false, "body": map[string]any{"kind": "json", "value": body},
+		})
+		if err != nil {
+			return nil, err
+		}
+		return alibabaObject(t, value), nil
+	}
+
+	resolved, err := decode(t, map[string]any{
+		"model": model,
+		"input": []any{map[string]any{"role": "user", "content": []any{
+			map[string]any{"type": "input_text", "text": "a poster"},
+			map[string]any{"type": "input_image", "image_url": "https://cdn.example/ref.png"},
+		}}},
+		"size":                                "2K",
+		"sequential_image_generation":         "auto",
+		"sequential_image_generation_options": map[string]any{"max_images": 3},
+		"watermark":                           false,
+		// Host-owned background execution flag: must never become Ark's transparency option.
+		"background": true,
+		// Only Ark's web_search tool is forwarded, stripped to its type; function tools are dropped.
+		"tools": []any{
+			map[string]any{"type": "web_search", "search_context_size": "low"},
+			map[string]any{"type": "function", "name": "lookup", "parameters": map[string]any{}},
+		},
+		"metadata": map[string]any{"ignored": true},
+	})
+	require.NoError(t, err)
+	assert.Equal(t, model, resolved["model"])
+	assert.Equal(t, "image_to_image", resolved["action"])
+	request := resolved["requestBody"].(map[string]any)
+	assert.Equal(t, map[string]any{
+		"model": model, "prompt": "a poster", "image": []any{"https://cdn.example/ref.png"},
+		"size": "2K", "sequential_image_generation": "auto", "sequential_image_generation_options": map[string]any{"max_images": float64(3)}, "watermark": false,
+		"tools": []any{map[string]any{"type": "web_search"}},
+	}, request)
+	body, facts, url := submitDoubaoImage(t, plugin, "image_to_image", request)
+	assert.Equal(t, doubaoBaseURL+"/api/v3/images/generations", url)
+	assert.Equal(t, []any{"https://cdn.example/ref.png"}, body["image"])
+	assert.NotContains(t, body, "background")
+	assert.Equal(t, map[string]any{"images_up_to_1_5k": float64(0), "images_above_1_5k": float64(3), "input_images": float64(1), "layer_decomposition": false}, facts)
+
+	t.Run("function-only tools and background never reach a model without tool support", func(t *testing.T) {
+		resolved, err := decode(t, map[string]any{"model": "doubao-seedream-4-0-250828", "input": "a cat", "background": true, "tools": []any{map[string]any{"type": "function", "name": "lookup"}}})
+		require.NoError(t, err)
+		assert.Equal(t, map[string]any{"model": "doubao-seedream-4-0-250828", "prompt": "a cat"}, resolved["requestBody"])
+	})
+
+	_, err = decode(t, map[string]any{"model": model, "input": "a cat", "response_format": "b64_json"})
+	require.ErrorContains(t, err, "response_format must be url")
+}
+
+func decodeDoubaoOpenAIImage(t *testing.T, plugin *jsplugin.LoadedPlugin, operation, model string, body map[string]any) (map[string]any, error) {
+	t.Helper()
+	path := "/v1/images/generations"
+	if operation == "edit" {
+		path = "/v1/images/edits"
+	}
+	value, err := plugin.Engine.CallPath(t.Context(), "protocols", []string{"openai_image", "decodeRequest"}, map[string]any{
+		"protocol": "openai_image", "operation": operation, "model": model, "path": path, "method": http.MethodPost, "body": body,
+	})
+	if err != nil {
+		return nil, err
+	}
+	return alibabaObject(t, value), nil
+}
+
+// OpenAI Images requests reach Ark with the same body, action and usage facts
+// as the equivalent native request. Host-owned and OpenAI-only fields are not
+// forwarded, and the facts never gain an image_count.
+func TestDoubaoOpenAIImageProtocol(t *testing.T) {
+	registry, plugin := newDoubaoPlugin(t)
+	const pro, lite, v40 = "doubao-seedream-5-0-pro-260628", "doubao-seedream-5-0-lite-260128", "doubao-seedream-4-0-250828"
+	reference := "https://cdn.example/reference.png"
+	facts := func(lower, higher, inputs float64, layered bool) map[string]any {
+		return map[string]any{"images_up_to_1_5k": lower, "images_above_1_5k": higher, "input_images": inputs, "layer_decomposition": layered}
+	}
+	for _, tc := range []struct {
+		name      string
+		model     string
+		operation string
+		native    map[string]any // the equivalent native route body
+		extra     map[string]any // OpenAI fields accepted but not forwarded
+		wantFacts map[string]any
+	}{
+		{"text to image", v40, "generate",
+			map[string]any{"prompt": "a cat", "size": "2K", "seed": 42, "watermark": false},
+			map[string]any{"n": 1, "response_format": "b64_json", "quality": "high", "user": "u1"}, facts(0, 1, 0, false)},
+		{"1K reserves the lower tier", pro, "generate",
+			map[string]any{"prompt": "a cat", "size": "1K", "output_format": "png"},
+			map[string]any{"response_format": "url", "style": "vivid", "stream": false}, facts(1, 0, 0, false)},
+		{"group generation with a reference image", lite, "edit",
+			map[string]any{"prompt": "a brand kit", "image": reference, "size": "2K", "sequential_image_generation": "auto", "sequential_image_generation_options": map[string]any{"max_images": 4}, "tools": []any{map[string]any{"type": "web_search"}}},
+			map[string]any{"n": nil}, facts(0, 4, 1, false)},
+		{"layer decomposition", pro, "edit",
+			map[string]any{"image": []any{reference}, "layer_decomposition": true, "size": "auto"},
+			nil, facts(0, 17, 1, true)},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			nativeBody := map[string]any{"model": tc.model}
+			maps.Copy(nativeBody, tc.native)
+			native, err := decodeDoubaoImage(t, registry, plugin, nativeBody)
+			require.NoError(t, err)
+			openaiBody := map[string]any{"model": tc.model}
+			maps.Copy(openaiBody, tc.native)
+			maps.Copy(openaiBody, tc.extra)
+			resolved, err := decodeDoubaoOpenAIImage(t, plugin, tc.operation, tc.model, map[string]any{"kind": "json", "value": openaiBody})
+			require.NoError(t, err)
+			assert.Equal(t, tc.model, resolved["model"])
+			assert.Equal(t, native["action"], resolved["action"])
+			assert.Equal(t, native["requestBody"], resolved["requestBody"])
+			body, facts, url := submitDoubaoImage(t, plugin, resolved["action"].(string), resolved["requestBody"].(map[string]any))
+			assert.Equal(t, doubaoBaseURL+"/api/v3/images/generations", url)
+			for key := range tc.extra {
+				assert.NotContains(t, body, key)
+			}
+			assert.Equal(t, tc.wantFacts, facts)
+		})
+	}
+
+	t.Run("multipart edits send uploads as Base64 data URLs", func(t *testing.T) {
+		resolved, err := decodeDoubaoOpenAIImage(t, plugin, "edit", lite, map[string]any{"kind": "multipart",
+			"fields": map[string][]string{
+				"model": {lite}, "prompt": {"merge the two"}, "image": {reference}, "size": {"2K"}, "n": {"1"}, "response_format": {"b64_json"}, "watermark": {"false"}, "seed": {"7"},
+				"sequential_image_generation": {"auto"}, "sequential_image_generation_options": {`{"max_images":2}`},
+			},
+			"files": []any{
+				map[string]any{"ref": "request_file:image[]", "field": "image[]", "filename": "a.png", "mimeType": "image/png", "size": 10},
+				map[string]any{"ref": "request_file:image[]#1", "field": "image[]", "filename": "b.jpg", "mimeType": "IMAGE/JPEG", "size": 10},
+			},
+		})
+		require.NoError(t, err)
+		assert.Equal(t, "image_to_image", resolved["action"])
+		images := []any{
+			reference,
+			map[string]any{"__fileRef": "request_file:image[]", "encoding": "dataUrl", "mimeType": "image/png", "maxBytes": float64(31457280)},
+			map[string]any{"__fileRef": "request_file:image[]#1", "encoding": "dataUrl", "mimeType": "image/jpeg", "maxBytes": float64(31457280)},
+		}
+		assert.Equal(t, map[string]any{
+			"model": lite, "prompt": "merge the two", "image": images, "size": "2K", "watermark": false, "seed": float64(7),
+			"sequential_image_generation": "auto", "sequential_image_generation_options": map[string]any{"max_images": float64(2)},
+		}, resolved["requestBody"])
+		driver := map[string]any{"upstreamModel": lite, "model": lite, "action": "image_to_image", "requestBody": resolved["requestBody"], "baseUrl": doubaoBaseURL, "apiKey": "k", "usagePurpose": "facts"}
+		value, err := plugin.Engine.Call(t.Context(), "buildSubmitRequest", driver)
+		require.NoError(t, err)
+		assert.Equal(t, images, alibabaObject(t, value)["body"].(map[string]any)["image"], "placeholders reach the upstream body for the host to inline")
+		value, err = plugin.Engine.Call(t.Context(), "extractUsage", driver)
+		require.NoError(t, err)
+		assert.Equal(t, facts(0, 2, 3, false), alibabaObject(t, value))
+		driver["usagePurpose"] = "billing_ratios"
+		value, err = plugin.Engine.Call(t.Context(), "extractUsage", driver)
+		require.NoError(t, err)
+		assert.Equal(t, map[string]any{"image_count": float64(2)}, alibabaObject(t, value))
+	})
+
+	t.Run("requests Ark cannot honor are rejected before billing", func(t *testing.T) {
+		for _, tc := range []struct {
+			name      string
+			model     string
+			operation string
+			body      map[string]any
+			wantErr   string
+		}{
+			{"counts other than one", v40, "generate", map[string]any{"kind": "json", "value": map[string]any{"prompt": "a cat", "n": 2}}, "n must be 1"},
+			{"multipart counts other than one", lite, "edit", map[string]any{"kind": "multipart", "fields": map[string][]string{"prompt": {"a cat"}, "image": {reference}, "n": {"4"}}}, "n must be 1"},
+			{"streaming", v40, "generate", map[string]any{"kind": "json", "value": map[string]any{"prompt": "a cat", "stream": true}}, "stream is not supported"},
+			{"unknown response formats", v40, "generate", map[string]any{"kind": "json", "value": map[string]any{"prompt": "a cat", "response_format": "base64"}}, "response_format must be url or b64_json"},
+			{"edits without an image", v40, "edit", map[string]any{"kind": "json", "value": map[string]any{"prompt": "a cat"}}, "image is required"},
+			{"masks", v40, "edit", map[string]any{"kind": "json", "value": map[string]any{"prompt": "a cat", "image": reference, "mask": reference}}, "mask is not supported"},
+			{"mask uploads", v40, "edit", map[string]any{"kind": "multipart", "fields": map[string][]string{"prompt": {"a cat"}}, "files": []any{
+				map[string]any{"ref": "request_file:image", "field": "image", "filename": "a.png", "mimeType": "image/png", "size": 10},
+				map[string]any{"ref": "request_file:mask", "field": "mask", "filename": "m.png", "mimeType": "image/png", "size": 10},
+			}}, "mask is not supported"},
+			{"non-boolean multipart flags", v40, "edit", map[string]any{"kind": "multipart", "fields": map[string][]string{"prompt": {"a cat"}, "image": {reference}, "watermark": {"yes"}}}, "watermark must be true or false"},
+			{"model capabilities", pro, "generate", map[string]any{"kind": "json", "value": map[string]any{"prompt": "a cat", "sequential_image_generation": "auto"}}, "sequential_image_generation is not supported"},
+		} {
+			_, err := decodeDoubaoOpenAIImage(t, plugin, tc.operation, tc.model, tc.body)
+			require.ErrorContains(t, err, tc.wantErr, tc.name)
+		}
+	})
+
+	t.Run("render returns the delivered image URLs", func(t *testing.T) {
+		first, second := "https://ark-content.example/1.jpeg?sig=secret", "https://ark-content.example/2.jpeg?sig=secret"
+		body := map[string]any{
+			"model": lite, "created": 1789733151,
+			"data": []any{
+				map[string]any{"url": first, "size": "2848x1600"},
+				map[string]any{"error": map[string]any{"code": "OutputImageSensitiveContentDetected", "message": "blocked"}},
+				map[string]any{"url": second, "size": "2848x1600"},
+			},
+			"usage": map[string]any{"generated_images": 2},
+		}
+		value, err := plugin.Engine.CallPath(t.Context(), "protocols", []string{"openai_image", "render"}, map[string]any{"model": lite}, map[string]any{"task_id": "task_public", "status": "SUCCESS", "created_at": 1789733150, "data": body})
+		require.NoError(t, err)
+		assert.Equal(t, map[string]any{"created": float64(1789733150), "data": []any{map[string]any{"url": first}, map[string]any{"url": second}}}, alibabaObject(t, value))
+	})
+}
+
+// Channel model mapping may send a declared Seedream model to an Ark endpoint ID.
+// The declared model still drives capability checks and the image usage profile.
+func TestDoubaoImageEndpointMappingKeepsDeclaredModel(t *testing.T) {
+	_, plugin := newDoubaoPlugin(t)
+	const declared, endpoint = "doubao-seedream-5-0-pro-260628", "ep-20260918-seedream"
+	for _, tc := range []struct {
+		name    string
+		body    map[string]any
+		wantErr string
+	}{
+		{"declared capabilities still apply", map[string]any{"prompt": "a cat", "sequential_image_generation": "auto"}, "sequential_image_generation is not supported"},
+		{"the endpoint receives the request", map[string]any{"prompt": "a cat", "size": "2K"}, ""},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			request := map[string]any{"model": declared}
+			maps.Copy(request, tc.body)
+			info := &relaycommon.RelayInfo{
+				ChannelMeta:     &relaycommon.ChannelMeta{ChannelBaseUrl: doubaoBaseURL, UpstreamModelName: endpoint},
+				OriginModelName: declared,
+				TaskRelayInfo:   &relaycommon.TaskRelayInfo{PublicTaskID: "task_public", Action: "text_to_image"},
+			}
+			adaptor := taskplugin.New(plugin)
+			adaptor.Init(info)
+			c, _ := gin.CreateTestContext(httptest.NewRecorder())
+			c.Request = httptest.NewRequest(http.MethodPost, doubaoImageRoute, nil)
+			c.Set("task_request", request)
+			taskErr := adaptor.ValidateRequestAndSetAction(c, info)
+			if tc.wantErr != "" {
+				require.NotNil(t, taskErr)
+				assert.Equal(t, "plugin_request_invalid", taskErr.Code)
+				assert.Contains(t, taskErr.Message, tc.wantErr)
+				return
+			}
+			require.Nil(t, taskErr)
+			reader, err := adaptor.BuildRequestBody(c, info)
+			require.NoError(t, err)
+			encoded, err := io.ReadAll(reader)
+			require.NoError(t, err)
+			var body map[string]any
+			require.NoError(t, common.Unmarshal(encoded, &body))
+			assert.Equal(t, endpoint, body["model"])
+			facts, err := adaptor.ExtractUsageFactsValidated(c, info)
+			require.NoError(t, err)
+			assert.Equal(t, map[string]any{"images_up_to_1_5k": float64(0), "images_above_1_5k": float64(1), "input_images": float64(0), "layer_decomposition": false}, alibabaObject(t, facts))
+		})
+	}
+}
diff --git a/plugins/google_responses_test.go b/plugins/google_responses_test.go
index 4304c06..3380e8b 100644
--- a/plugins/google_responses_test.go
+++ b/plugins/google_responses_test.go
@@ -1,6 +1,20 @@
 package plugins_test
 
-import "testing"
+import (
+	"net/http"
+	"testing"
+
+	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/constant"
+	"github.com/QuantumNous/new-api/model"
+	"github.com/QuantumNous/new-api/pkg/jsplugin"
+	builtinplugins "github.com/QuantumNous/new-api/plugins"
+	"github.com/QuantumNous/new-api/relay/channel"
+	taskplugin "github.com/QuantumNous/new-api/relay/channel/task/jsplugin"
+	relaycommon "github.com/QuantumNous/new-api/relay/common"
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/require"
+)
 
 func TestGoogleResponsesProtocol(t *testing.T) {
 	testVideoResponsesProtocol(t, videoResponsesTestCase{
@@ -28,3 +42,127 @@ func TestGoogleResponsesProtocol(t *testing.T) {
 		wantVendorName: "gemini",
 	})
 }
+
+// A New API channel reaches Veo through another gateway's /google routes. The
+// gateway rebuilds the request this driver sent, names the operation after its
+// own task so it is polled there, and serves the video file only its Gemini
+// key can read.
+func TestGoogleThroughNewAPIGateway(t *testing.T) {
+	source, err := builtinplugins.Source("google")
+	require.NoError(t, err)
+	plugin, err := jsplugin.NewRegistry().RegisterFactory(source, jsplugin.Options{Key: "google"})
+	require.NoError(t, err)
+	call := func(export string, members []string, args ...any) map[string]any {
+		t.Helper()
+		value, err := plugin.Engine.CallPath(t.Context(), export, members, args...)
+		require.NoError(t, err)
+		return decodePluginValue(t, value)
+	}
+	const veo = "veo-3.1-fast-generate-preview"
+	gateway := map[string]any{"kind": "new_api"}
+	submitParams := map[string]any{"model": veo + ":predictLongRunning"}
+
+	for _, tc := range []struct {
+		name        string
+		requestBody map[string]any
+	}{
+		{"text with parameters", map[string]any{"model": veo, "prompt": "p", "duration": 6, "metadata": map[string]any{"resolution": "1080p", "aspectRatio": "9:16", "negativePrompt": "rain"}}},
+		{"first frame", map[string]any{"model": veo, "prompt": "p", "images": []any{"data:image/png;base64,aGVsbG8="}, "size": "1280x720"}},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			downstream := map[string]any{"requestBody": tc.requestBody, "model": veo, "upstreamModel": veo,
+				"baseUrl": "https://gateway.example", "apiKey": "sk-gateway", "upstream": gateway}
+			sent := call("buildSubmitRequest", nil, downstream)
+			assert.Equal(t, "https://gateway.example/google/v1beta/models/"+veo+":predictLongRunning", sent["url"])
+			assert.Equal(t, map[string]any{"Accept": "application/json", "Content-Type": "application/json", "Authorization": "Bearer sk-gateway"}, sent["headers"])
+
+			intent := call("native", []string{"predictLongRunning"}, map[string]any{"params": submitParams, "body": map[string]any{"kind": "json", "value": sent["body"]}})
+			assert.Equal(t, veo, intent["model"])
+			assert.Equal(t, sent["action"], intent["action"])
+			upstream := map[string]any{"requestBody": intent["requestBody"], "model": veo, "upstreamModel": veo,
+				"baseUrl": "https://generativelanguage.example", "apiKey": "vendor-key", "upstream": map[string]any{"kind": "vendor"}}
+			forwarded := call("buildSubmitRequest", nil, upstream)
+			assert.Equal(t, "https://generativelanguage.example/v1beta/models/"+veo+":predictLongRunning", forwarded["url"])
+			assert.Equal(t, "vendor-key", forwarded["headers"].(map[string]any)["x-goog-api-key"])
+			assert.Equal(t, sent["body"], forwarded["body"])
+			assert.Equal(t, call("extractUsage", nil, downstream), call("extractUsage", nil, upstream))
+		})
+	}
+
+	created := call("native", []string{"operation"}, map[string]any{"params": submitParams},
+		map[string]any{"task_id": "task_pub", "status": "SUBMITTED", "data": map[string]any{"name": "models/" + veo + "/operations/op-private"}})
+	assert.Equal(t, map[string]any{"name": "models/" + veo + "/operations/task_pub"}, created)
+	upstreamTaskID := call("parseSubmitResponse", nil, map[string]any{}, map[string]any{"body": created})["taskId"]
+	query := call("buildQueryRequest", nil, map[string]any{"taskId": upstreamTaskID, "baseUrl": "https://gateway.example", "apiKey": "sk-gateway", "upstream": gateway})
+	assert.Equal(t, "https://gateway.example/google/v1beta/models/"+veo+"/operations/task_pub", query["url"])
+
+	adaptor := taskplugin.New(plugin)
+	adaptor.Init(&relaycommon.RelayInfo{ChannelMeta: &relaycommon.ChannelMeta{
+		ChannelType: constant.ChannelTypeNewAPI, ApiKey: "sk-gateway", ChannelBaseUrl: "https://gateway.example",
+	}})
+	queryParams := map[string]any{"model": veo, "task_id": "task_pub"}
+	for _, tc := range []struct {
+		name       string
+		task       map[string]any
+		wantStatus string
+		wantReason string
+	}{
+		{
+			name: "running", wantStatus: "IN_PROGRESS",
+			task: map[string]any{"status": "IN_PROGRESS", "data": map[string]any{"name": "models/" + veo + "/operations/op-private"}},
+		},
+		{
+			name: "succeeded", wantStatus: "SUCCESS",
+			task: map[string]any{"status": "SUCCESS", "data": map[string]any{"name": "models/" + veo + "/operations/op-private", "done": true,
+				"response": map[string]any{"generateVideoResponse": map[string]any{"generatedVideos": []any{
+					map[string]any{"video": map[string]any{"uri": "https://generativelanguage.example/v1beta/files/f1:download?alt=media"}},
+				}}}}},
+		},
+		{
+			name: "failed by the gateway poller", wantStatus: "FAILURE", wantReason: "task timed out",
+			task: map[string]any{"status": "FAILURE", "fail_reason": "task timed out", "data": map[string]any{"name": "models/" + veo + "/operations/op-private"}},
+		},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			tc.task["task_id"] = "task_pub"
+			rendered := call("native", []string{"operation"}, map[string]any{"params": queryParams}, tc.task)
+			assert.Equal(t, "models/"+veo+"/operations/task_pub", rendered["name"])
+			result := call("parseTaskResult", nil, map[string]any{}, rendered)
+			assert.Equal(t, tc.wantStatus, result["status"])
+			assert.Equal(t, tc.wantReason, common.Interface2String(result["reason"]))
+			if tc.wantStatus != "SUCCESS" {
+				return
+			}
+			data, err := common.Marshal(rendered)
+			require.NoError(t, err)
+			task := &model.Task{TaskID: "task_down", Status: model.TaskStatusSuccess, Data: data, PrivateData: model.TaskPrivateData{UpstreamTaskID: upstreamTaskID.(string)}}
+			artifacts, err := adaptor.ListArtifacts(task)
+			require.NoError(t, err)
+			assert.Equal(t, []channel.TaskArtifact{{Key: "video", Type: "video"}}, artifacts)
+			descriptor, err := adaptor.BuildContentRequest(t.Context(), task, "video", channel.TaskArtifactClientRequest{Method: http.MethodGet})
+			require.NoError(t, err)
+			assert.Equal(t, &channel.TaskContentRequest{
+				URL:     "https://gateway.example/v1/tasks/task_pub/artifacts/video/content",
+				Method:  http.MethodGet,
+				Headers: map[string]string{"Authorization": "Bearer sk-gateway"},
+			}, descriptor)
+		})
+	}
+
+	t.Run("native bodies are checked before billing", func(t *testing.T) {
+		for _, tc := range []struct {
+			model   string
+			body    map[string]any
+			wantErr string
+		}{
+			{veo + ":generateVideos", map[string]any{"instances": []any{map[string]any{"prompt": "p"}}}, "models/{model}:predictLongRunning"},
+			{veo + ":predictLongRunning", map[string]any{"instances": []any{map[string]any{"prompt": "p", "lastFrame": map[string]any{}}}}, "instances[0].lastFrame is not supported"},
+			{veo + ":predictLongRunning", map[string]any{"instances": []any{map[string]any{"prompt": "p"}}, "parameters": map[string]any{"durationSeconds": 5}}, "durationSeconds must be one of 4, 6, or 8"},
+		} {
+			_, err := plugin.Engine.CallPath(t.Context(), "native", []string{"predictLongRunning"}, map[string]any{
+				"params": map[string]any{"model": tc.model}, "body": map[string]any{"kind": "json", "value": tc.body},
+			})
+			require.ErrorContains(t, err, tc.wantErr)
+		}
+	})
+}
diff --git a/plugins/hailuo_responses_test.go b/plugins/hailuo_responses_test.go
index 18804f2..bdbefc5 100644
--- a/plugins/hailuo_responses_test.go
+++ b/plugins/hailuo_responses_test.go
@@ -8,12 +8,14 @@ import (
 	"testing"
 
 	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/constant"
 	"github.com/QuantumNous/new-api/model"
 	"github.com/QuantumNous/new-api/pkg/jsplugin"
 	builtinplugins "github.com/QuantumNous/new-api/plugins"
 	"github.com/QuantumNous/new-api/relay/channel"
 	taskplugin "github.com/QuantumNous/new-api/relay/channel/task/jsplugin"
 	relaycommon "github.com/QuantumNous/new-api/relay/common"
+	"github.com/QuantumNous/new-api/service"
 	"github.com/gin-gonic/gin"
 	"github.com/stretchr/testify/assert"
 	"github.com/stretchr/testify/require"
@@ -111,33 +113,55 @@ func TestHailuoUsageProfilesPerModel(t *testing.T) {
 	})
 }
 
+// MiniMax serves v1 videos only through the signed download_url of
+// /v1/files/retrieve; that link is signed for GET, so HEAD clients get GET too.
 func TestHailuoArtifactContentProxy(t *testing.T) {
-	source, err := builtinplugins.Source("hailuo")
-	require.NoError(t, err)
-	plugin, err := jsplugin.NewRegistry().RegisterFactory(source, jsplugin.Options{Key: "hailuo"})
-	require.NoError(t, err)
-	adaptor := taskplugin.New(plugin)
+	service.InitHttpClient()
+	const signedURL = "https://bucket.oss-cn-wulanchabu.aliyuncs.com/video.mp4?Expires=1&OSSAccessKeyId=key&Signature=sig"
+	retrieveBodies := map[string]string{
+		"file/with space": `{"file":{"file_id":1,"download_url":"` + signedURL + `"},"base_resp":{"status_code":0,"status_msg":"success"}}`,
+		"login":           `{"base_resp":{"status_code":1004,"status_msg":"login fail"}}`,
+		"missing":         `{"file":{"file_id":3},"base_resp":{"status_code":0,"status_msg":"success"}}`,
+		"html":            `<html>gateway error</html>`,
+	}
+	upstream := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		assert.Equal(t, http.MethodGet, r.Method)
+		assert.Equal(t, "/v1/files/retrieve", r.URL.Path)
+		assert.Equal(t, "Bearer test-ak", r.Header.Get("Authorization"))
+		_, _ = w.Write([]byte(retrieveBodies[r.URL.Query().Get("file_id")]))
+	}))
+	defer upstream.Close()
+	adaptor := taskplugin.New(loadHailuoPlugin(t))
 	adaptor.Init(&relaycommon.RelayInfo{
-		ChannelMeta: &relaycommon.ChannelMeta{
-			ApiKey:         "test-ak",
-			ChannelBaseUrl: "https://api.minimax.example",
-		},
+		ChannelMeta: &relaycommon.ChannelMeta{ApiKey: "test-ak", ChannelBaseUrl: upstream.URL},
 	})
-	data, err := common.Marshal(map[string]any{"file_id": "file/with space"})
-	require.NoError(t, err)
-	task := &model.Task{TaskID: "task-public", Status: model.TaskStatusSuccess, Data: data}
 
-	artifacts, err := adaptor.ListArtifacts(task)
-	require.NoError(t, err)
-	assert.Equal(t, []channel.TaskArtifact{{Key: "video", Type: "video", MimeType: "video/mp4"}}, artifacts)
+	for _, tc := range []struct {
+		fileID  string
+		wantErr string
+	}{
+		{fileID: "file/with space"},
+		{fileID: "login", wantErr: "MiniMax file retrieve failed: login fail"},
+		{fileID: "missing", wantErr: "artifact_not_found"},
+		{fileID: "html", wantErr: "MiniMax file retrieve returned an unexpected response: HTTP 200"},
+	} {
+		t.Run(tc.fileID, func(t *testing.T) {
+			data, err := common.Marshal(map[string]any{"file_id": tc.fileID})
+			require.NoError(t, err)
+			task := &model.Task{TaskID: "task-public", Status: model.TaskStatusSuccess, Data: data}
+			artifacts, err := adaptor.ListArtifacts(task)
+			require.NoError(t, err)
+			assert.Equal(t, []channel.TaskArtifact{{Key: "video", Type: "video", MimeType: "video/mp4"}}, artifacts)
 
-	descriptor, err := adaptor.BuildContentRequest(task, "video", channel.TaskArtifactClientRequest{Method: http.MethodHead})
-	require.NoError(t, err)
-	require.NotNil(t, descriptor)
-	assert.Equal(t, "https://api.minimax.example/v1/files/download?file_id=file%2Fwith%20space", descriptor.URL)
-	assert.Equal(t, http.MethodHead, descriptor.Method)
-	assert.Equal(t, map[string]string{"Accept": "video/*", "Authorization": "Bearer test-ak"}, descriptor.Headers)
-	assert.False(t, descriptor.Credentialless)
+			descriptor, err := adaptor.BuildContentRequest(t.Context(), task, "video", channel.TaskArtifactClientRequest{Method: http.MethodHead})
+			if tc.wantErr != "" {
+				require.ErrorContains(t, err, tc.wantErr)
+				return
+			}
+			require.NoError(t, err)
+			assert.Equal(t, &channel.TaskContentRequest{URL: signedURL, Method: http.MethodGet, Credentialless: true}, descriptor)
+		})
+	}
 }
 
 func loadHailuoPlugin(t *testing.T) *jsplugin.LoadedPlugin {
@@ -386,6 +410,11 @@ func TestHailuoQueryRequestEndpointByModel(t *testing.T) {
 			ctx:  map[string]any{"taskId": "t1", "model": "h3", "upstreamModel": "MiniMax-H3"},
 			want: "https://api.minimax.example/v2/query/video_generation/t1",
 		},
+		{
+			name: "a New API gateway serves H3 on the prefixed v2 route",
+			ctx:  map[string]any{"taskId": "t1", "upstreamModel": "MiniMax-H3", "upstream": map[string]any{"kind": "new_api"}},
+			want: "https://api.minimax.example/hailuo/v2/query/video_generation/t1",
+		},
 	}
 	for _, testCase := range testCases {
 		t.Run(testCase.name, func(t *testing.T) {
@@ -554,7 +583,7 @@ func TestHailuoH3ArtifactContentProxy(t *testing.T) {
 	require.NoError(t, err)
 	assert.Equal(t, []channel.TaskArtifact{{Key: "video", Type: "video", MimeType: "video/mp4"}}, artifacts)
 
-	descriptor, err := adaptor.BuildContentRequest(task, "video", channel.TaskArtifactClientRequest{Method: http.MethodGet})
+	descriptor, err := adaptor.BuildContentRequest(t.Context(), task, "video", channel.TaskArtifactClientRequest{Method: http.MethodGet})
 	require.NoError(t, err)
 	require.NotNil(t, descriptor)
 	assert.Equal(t, "https://cdn.example/h3.mp4", descriptor.URL)
@@ -624,3 +653,176 @@ func TestHailuoH3PassesOpenAIVideoDecode(t *testing.T) {
 	require.True(t, ok)
 	assert.Equal(t, float64(12), requestBody["duration"])
 }
+
+// A New API channel reaches this plugin on another gateway. The downstream
+// driver addresses the gateway's /hailuo routes, whose decoders give the
+// gateway's driver the same request and whose presenters give the downstream
+// driver the same task state, so MiniMax receives one body and both gateways
+// settle on the same facts.
+func TestHailuoThroughNewAPIGateway(t *testing.T) {
+	plugin := loadHailuoPlugin(t)
+	call := func(export string, members []string, args ...any) map[string]any {
+		t.Helper()
+		value, err := plugin.Engine.CallPath(t.Context(), export, members, args...)
+		require.NoError(t, err)
+		encoded, err := common.Marshal(value)
+		require.NoError(t, err)
+		var decoded map[string]any
+		require.NoError(t, common.Unmarshal(encoded, &decoded))
+		return decoded
+	}
+
+	for _, tc := range []struct {
+		name        string
+		model       string
+		requestBody map[string]any
+		route       string
+		decoder     string
+		vendorPath  string
+	}{
+		{
+			name:  "v1 image to video",
+			model: "MiniMax-Hailuo-02",
+			requestBody: map[string]any{"model": "MiniMax-Hailuo-02", "prompt": "p", "duration": 10, "size": "512P", "metadata": map[string]any{
+				"first_frame_image": "https://cdn.example/first.png", "prompt_optimizer": false,
+			}},
+			route:      "/hailuo/v1/video_generation",
+			decoder:    "createTask",
+			vendorPath: "/v1/video_generation",
+		},
+		{
+			name:  "H3 reference video",
+			model: "MiniMax-H3",
+			requestBody: map[string]any{"model": "MiniMax-H3", "prompt": "p", "duration": 8, "size": "2K", "metadata": map[string]any{
+				"reference_video": "https://cdn.example/ref.mp4", "ratio": "9:16", "aigc_watermark": true,
+			}},
+			route:      "/hailuo/v2/video_generation",
+			decoder:    "createH3Task",
+			vendorPath: "/v2/video_generation",
+		},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			downstream := map[string]any{"requestBody": tc.requestBody, "model": tc.model, "upstreamModel": tc.model,
+				"baseUrl": "https://gateway.example", "apiKey": "sk-gateway", "upstream": map[string]any{"kind": "new_api"}}
+			sent := call("buildSubmitRequest", nil, downstream)
+			assert.Equal(t, "https://gateway.example"+tc.route, sent["url"])
+
+			intent := call("native", []string{tc.decoder}, map[string]any{"body": map[string]any{"kind": "json", "value": sent["body"]}})
+			assert.Equal(t, tc.model, intent["model"])
+			assert.Equal(t, sent["action"], intent["action"])
+			upstream := map[string]any{"requestBody": intent["requestBody"], "model": tc.model, "upstreamModel": tc.model,
+				"baseUrl": "https://api.minimax.example", "apiKey": "vendor-key", "upstream": map[string]any{"kind": "vendor"}}
+			forwarded := call("buildSubmitRequest", nil, upstream)
+			assert.Equal(t, "https://api.minimax.example"+tc.vendorPath, forwarded["url"])
+			assert.Equal(t, sent["body"], forwarded["body"])
+			assert.Equal(t, call("extractUsage", nil, downstream), call("extractUsage", nil, upstream))
+		})
+	}
+
+	t.Run("create responses", func(t *testing.T) {
+		for model, data := range map[string]map[string]any{
+			"MiniMax-Hailuo-02": {"task_id": "task_pub", "base_resp": map[string]any{"status_code": 0, "status_msg": "success"}},
+			"MiniMax-H3":        {"task_id": "task_pub"},
+		} {
+			created := call("native", []string{"taskCreated"}, map[string]any{}, map[string]any{"task_id": "task_pub", "status": "SUBMITTED", "data": data})
+			parsed := call("parseSubmitResponse", nil, map[string]any{"upstreamModel": model}, map[string]any{"body": created})
+			assert.Equal(t, "task_pub", parsed["taskId"], model)
+		}
+	})
+
+	adaptor := taskplugin.New(plugin)
+	adaptor.Init(&relaycommon.RelayInfo{ChannelMeta: &relaycommon.ChannelMeta{
+		ChannelType: constant.ChannelTypeNewAPI, ApiKey: "sk-gateway", ChannelBaseUrl: "https://gateway.example",
+	}})
+	success := map[string]any{"status_code": 0, "status_msg": "success"}
+	for _, tc := range []struct {
+		name        string
+		presenter   string
+		task        map[string]any
+		wantStatus  string
+		wantReason  string
+		wantContent *channel.TaskContentRequest
+	}{
+		{
+			name: "v1 before the first poll", presenter: "taskStatus", wantStatus: "IN_PROGRESS",
+			task: map[string]any{"status": "SUBMITTED", "data": map[string]any{"task_id": "task_pub", "base_resp": success}},
+		},
+		{
+			name: "v1 succeeded", presenter: "taskStatus", wantStatus: "SUCCESS",
+			task: map[string]any{"status": "SUCCESS", "data": map[string]any{
+				"task_id": "task_pub", "status": "Success", "file_id": "f1", "video_width": 1920, "video_height": 1080, "base_resp": success,
+			}},
+			wantContent: &channel.TaskContentRequest{
+				URL:     "https://gateway.example/v1/tasks/task_pub/artifacts/video/content",
+				Method:  http.MethodHead,
+				Headers: map[string]string{"Authorization": "Bearer sk-gateway"},
+			},
+		},
+		{
+			name: "v1 failed by the gateway poller", presenter: "taskStatus", wantStatus: "FAILURE", wantReason: "task failed",
+			task: map[string]any{"status": "FAILURE", "fail_reason": "task timed out", "data": map[string]any{"task_id": "task_pub", "status": "Processing", "base_resp": success}},
+		},
+		{
+			name: "H3 before the first poll", presenter: "h3TaskStatus", wantStatus: "QUEUED",
+			task: map[string]any{"status": "SUBMITTED", "data": map[string]any{"task_id": "task_pub"}},
+		},
+		{
+			name: "H3 succeeded", presenter: "h3TaskStatus", wantStatus: "SUCCESS",
+			task: map[string]any{"status": "SUCCESS", "data": map[string]any{"task": map[string]any{
+				"id": "task_pub", "status": "succeeded", "resolution": "2K", "content": map[string]any{"url": "https://cdn.example/h3.mp4"},
+				"usage": map[string]any{"output_seconds": 8, "input_seconds": 7.5, "input_image_count": 0},
+			}}},
+			wantContent: &channel.TaskContentRequest{URL: "https://cdn.example/h3.mp4", Method: http.MethodHead, Credentialless: true},
+		},
+		{
+			name: "H3 failed by the gateway poller", presenter: "h3TaskStatus", wantStatus: "FAILURE", wantReason: "task timed out",
+			task: map[string]any{"status": "FAILURE", "fail_reason": "task timed out", "data": map[string]any{"task": map[string]any{"id": "task_pub", "status": "running"}}},
+		},
+		{
+			name: "H3 failed by MiniMax", presenter: "h3TaskStatus", wantStatus: "FAILURE", wantReason: "sensitive content",
+			task: map[string]any{"status": "FAILURE", "fail_reason": "sensitive content", "data": map[string]any{"task": map[string]any{
+				"id": "task_pub", "status": "failed", "error": map[string]any{"code": "1026", "message": "sensitive content"},
+			}}},
+		},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			tc.task["task_id"] = "task_pub"
+			rendered := call("native", []string{tc.presenter}, map[string]any{}, tc.task)
+			result := call("parseTaskResult", nil, map[string]any{}, rendered, map[string]any{"status": http.StatusOK})
+			assert.Equal(t, tc.wantStatus, result["status"])
+			assert.Equal(t, tc.wantReason, common.Interface2String(result["reason"]))
+			if tc.wantContent == nil {
+				return
+			}
+			facts := call("extractUsageOnComplete", nil, nil, nil, rendered)
+			assert.NotEmpty(t, facts)
+			assert.Equal(t, call("extractUsageOnComplete", nil, nil, nil, tc.task["data"]), facts)
+
+			data, err := common.Marshal(rendered)
+			require.NoError(t, err)
+			task := &model.Task{TaskID: "task_down", Status: model.TaskStatusSuccess, Data: data, PrivateData: model.TaskPrivateData{UpstreamTaskID: "task_pub"}}
+			artifacts, err := adaptor.ListArtifacts(task)
+			require.NoError(t, err)
+			assert.Equal(t, []channel.TaskArtifact{{Key: "video", Type: "video", MimeType: "video/mp4"}}, artifacts)
+			descriptor, err := adaptor.BuildContentRequest(t.Context(), task, "video", channel.TaskArtifactClientRequest{Method: http.MethodHead})
+			require.NoError(t, err)
+			assert.Equal(t, tc.wantContent, descriptor)
+		})
+	}
+
+	t.Run("native bodies are checked before billing", func(t *testing.T) {
+		for _, tc := range []struct {
+			decoder string
+			body    map[string]any
+			wantErr string
+		}{
+			{"createTask", map[string]any{"model": "MiniMax-Hailuo-2.3", "prompt": "p", "duration": 10, "resolution": "1080P"}, "duration 10 only allows resolution 768P"},
+			{"createTask", map[string]any{"model": "MiniMax-Hailuo-2.3-Fast", "prompt": "p"}, "supports image-to-video only"},
+			{"createH3Task", map[string]any{"model": "MiniMax-H3", "prompt": "p"}, "content must be an array"},
+			{"createH3Task", map[string]any{"model": "MiniMax-H3", "content": []any{map[string]any{"type": "image_url", "image_url": map[string]any{"url": "u"}}}}, "requires a non-empty text item"},
+		} {
+			_, err := plugin.Engine.CallPath(t.Context(), "native", []string{tc.decoder}, map[string]any{"body": map[string]any{"kind": "json", "value": tc.body}})
+			require.ErrorContains(t, err, tc.wantErr)
+		}
+	})
+}
diff --git a/plugins/tasks/alibaba/plugin.js b/plugins/tasks/alibaba/plugin.js
index 0d51b97..df42d59 100644
--- a/plugins/tasks/alibaba/plugin.js
+++ b/plugins/tasks/alibaba/plugin.js
@@ -27,7 +27,21 @@ const WAN_MODELS = {
 // https://help.aliyun.com/zh/model-studio/text-to-image-v2-api-reference
 // https://help.aliyun.com/zh/model-studio/wan-image-generation-api-reference
 // https://help.aliyun.com/zh/model-studio/wan-image-generation-and-editing-api-reference
-const WAN_IMAGE_MODELS = {
+// https://help.aliyun.com/zh/model-studio/wan2-5-image-edit-api-reference
+// https://help.aliyun.com/zh/model-studio/wanx-image-edit-api-reference
+// https://help.aliyun.com/zh/model-studio/qwen-image-api
+// https://help.aliyun.com/zh/model-studio/qwen-image-edit-api
+// https://help.aliyun.com/zh/model-studio/qwen-image-generation-and-editing-api-reference
+// https://help.aliyun.com/zh/model-studio/z-image-api-reference
+// Kinds: image27/image26/t2i use multimodal-generation (sync) or
+// image-generation/generation (async) with output.choices; legacy uses the
+// async text2image/image-synthesis with output.results; legacy_edit uses the
+// async image2image/image-synthesis with input.images and output.results;
+// legacy_imageedit (wanx2.1-imageedit) uses the same async
+// image2image/image-synthesis with input.function, input.base_image_url and an
+// optional input.mask_image_url; qwen (Qwen-Image, Qwen-Image-Edit, Z-Image)
+// uses multimodal-generation synchronously only, with output.choices.
+const IMAGE_MODELS = {
   "wan2.7-image-pro": "image27",
   "wan2.7-image": "image27",
   "wan2.6-image": "image26",
@@ -38,31 +52,166 @@ const WAN_IMAGE_MODELS = {
   "wanx2.1-t2i-turbo": "legacy",
   "wanx2.1-t2i-plus": "legacy",
   "wanx2.0-t2i-turbo": "legacy",
+  "wan2.5-i2i-preview": "legacy_edit",
+  "wanx2.1-imageedit": "legacy_imageedit",
+  "qwen-image": "qwen",
+  "qwen-image-plus": "qwen",
+  "qwen-image-max": "qwen",
+  "qwen-image-2.0": "qwen",
+  "qwen-image-2.0-pro": "qwen",
+  "qwen-image-3.0": "qwen",
+  "qwen-image-3.0-pro": "qwen",
+  "qwen-image-edit": "qwen",
+  "qwen-image-edit-plus": "qwen",
+  "qwen-image-edit-max": "qwen",
+  "z-image-turbo": "qwen",
+};
+// wanx2.1-imageedit selects its editing operation with input.function. The
+// parameters below belong to specific functions and are forwarded as
+// documented; none of them changes the billed image count.
+const IMAGE_EDIT_FUNCTIONS = [
+  "stylization_all",
+  "stylization_local",
+  "description_edit",
+  "description_edit_with_mask",
+  "remove_watermark",
+  "expand",
+  "super_resolution",
+  "colorization",
+  "doodle",
+  "control_cartoon_feature",
+];
+const IMAGE_EDIT_FUNCTION_PARAMETERS = ["strength", "top_scale", "bottom_scale", "left_scale", "right_scale", "upscale_factor", "is_sketch"];
+// Documented limits of the multimodal-generation image models: the output
+// count range and the number of input images (minInput 1 marks edit-only
+// models). Fixed-count models reject n > 1 upstream ("n must be 1").
+const QWEN_IMAGE_LIMITS = {
+  "qwen-image": { maxN: 1, maxInput: 0 },
+  "qwen-image-plus": { maxN: 1, maxInput: 0 },
+  "qwen-image-max": { maxN: 1, maxInput: 0 },
+  "qwen-image-2.0": { maxN: 6, maxInput: 3 },
+  "qwen-image-2.0-pro": { maxN: 6, maxInput: 3 },
+  "qwen-image-3.0": { maxN: 6, maxInput: 3 },
+  "qwen-image-3.0-pro": { maxN: 6, maxInput: 3 },
+  "qwen-image-edit": { maxN: 1, maxInput: 3, minInput: 1 },
+  "qwen-image-edit-plus": { maxN: 6, maxInput: 3, minInput: 1 },
+  "qwen-image-edit-max": { maxN: 6, maxInput: 3, minInput: 1 },
+  "z-image-turbo": { maxN: 1, maxInput: 0 },
+};
+// Dated snapshots resolve to the undated profile through modelKey().
+const IMAGE_MODEL_SNAPSHOTS = [
+  "qwen-image-plus-2026-01-09",
+  "qwen-image-max-2025-12-30",
+  "qwen-image-2.0-2026-03-03",
+  "qwen-image-2.0-pro-2026-03-03",
+  "qwen-image-2.0-pro-2026-04-22",
+  "qwen-image-2.0-pro-2026-06-22",
+  "qwen-image-edit-plus-2025-10-30",
+  "qwen-image-edit-plus-2025-12-15",
+  "qwen-image-edit-max-2026-01-16",
+];
+const QWEN_IMAGE3_MODELS = ["qwen-image-3.0", "qwen-image-3.0-pro"];
+const Z_IMAGE_MODELS = ["z-image-turbo"];
+// Qwen-Image-3.0 usage: output_image_type / input_image_type switch to the
+// 2K tier above this pixel area.
+const QWEN_IMAGE3_TIER_MAX_PIXELS = 2250000;
+// Largest documented per-request image output (wan2.7 group generation).
+const MAX_IMAGE_OUTPUTS = 12;
+// Legacy per-call pricing multiplied Z-Image requests with prompt rewriting
+// by this ratio; task expressions read the prompt_extend fact instead.
+const Z_IMAGE_PROMPT_EXTEND_RATIO = 2;
+// Base64 uploads on the OpenAI edits endpoint are bounded by DashScope's 10 MB input image limit.
+const MAX_INPUT_IMAGE_BYTES = 10485760;
+
+const IMAGE_UNIT_LABEL = { en: "image", zh: "张", "zh-TW": "張", fr: "image", ja: "枚", ru: "изображение", vi: "ảnh" };
+const IMAGE_COUNT_FIELD = {
+  type: "number",
+  unit: "count",
+  unitLabel: IMAGE_UNIT_LABEL,
+  description: { en: "Image generation unit price", zh: "图片生成单价" },
 };
 
-const WAN_IMAGE_USAGE_SCHEMA = {
-  image_count: {
+const WAN_IMAGE_USAGE_SCHEMA = { image_count: IMAGE_COUNT_FIELD };
+
+// Z-Image is priced differently when prompt rewriting is enabled.
+const Z_IMAGE_USAGE_SCHEMA = {
+  image_count: IMAGE_COUNT_FIELD,
+  prompt_extend: {
+    type: "boolean",
+    description: { en: "Whether prompt rewriting is enabled", zh: "是否开启提示词改写" },
+  },
+};
+
+// Qwen-Image-3.0 meters output images by tier and input images separately.
+// Estimated at submit from the requested size and input count; settled from
+// usage.output_image_count, usage.output_image_type and usage.input_image_count.
+const QWEN_IMAGE3_USAGE_SCHEMA = {
+  image_count: IMAGE_COUNT_FIELD,
+  output_image_type: {
+    enum: ["qima_output_1k", "qima_output_2k"],
+    enumLabels: { qima_output_1k: { en: "1K output", zh: "1K 输出" }, qima_output_2k: { en: "2K output", zh: "2K 输出" } },
+    description: { en: "Output image tier", zh: "输出图片档位" },
+  },
+  input_image_count: {
     type: "number",
     unit: "count",
-    unitLabel: { en: "image", zh: "张", "zh-TW": "張", fr: "image", ja: "枚", ru: "изображение", vi: "ảnh" },
-    description: { en: "Image generation unit price", zh: "图片生成单价" },
+    unitLabel: IMAGE_UNIT_LABEL,
+    description: { en: "Input image unit price", zh: "输入图片单价" },
   },
 };
 
-const WAN_VIDEO_USAGE_SCHEMA = {
-  // Billable seconds: output duration, or input + output for Wan3.
-  seconds: {
-    type: "number",
-    unit: "second",
-    description: { en: "Video generation unit price", zh: "视频生成单价" },
-  },
-  // Requested output video resolution.
-  resolution: {
-    enum: ["480P", "720P", "1080P"],
-    enumLabels: { "480P": { en: "480P", zh: "480P" }, "720P": { en: "720P", zh: "720P" }, "1080P": { en: "1080P", zh: "1080P" } },
-    description: { en: "Output video resolution", zh: "输出视频分辨率" },
-  },
-};
+// Wan video usage facts. The resolution options follow the model's
+// capability table so pricing lists only the tiers the model offers.
+function wanVideoUsageSchema(resolutions, audio) {
+  const resolutionLabels = {};
+  for (const resolution of resolutions) resolutionLabels[resolution] = { en: resolution, zh: resolution };
+  const schema = {
+    // Billable seconds: output duration, or input + output for Wan3.
+    seconds: {
+      type: "number",
+      unit: "second",
+      description: { en: "Video generation unit price", zh: "视频生成单价" },
+    },
+    // Requested output video resolution.
+    resolution: {
+      enum: resolutions,
+      enumLabels: resolutionLabels,
+      description: { en: "Output video resolution", zh: "输出视频分辨率" },
+    },
+  };
+  // wan2.6-i2v-flash prices audio and silent output differently. parameters.audio
+  // defaults to true; the completion usage.audio flag replaces the estimate.
+  if (audio) {
+    schema.audio = {
+      type: "boolean",
+      description: { en: "Whether audio is generated", zh: "是否生成音频" },
+    };
+  }
+  return schema;
+}
+
+const WAN_AUDIO_VIDEO_MODELS = ["wan2.6-i2v-flash"];
+// Dated snapshots share the undated model's capabilities through modelKey.
+const WAN_VIDEO_SNAPSHOTS = ["wan2.7-t2v-2026-04-25", "wan2.7-t2v-2026-06-12", "wan2.7-i2v-2026-04-25"];
+const WAN_VIDEO_RESOLUTIONS = ["480P", "720P", "1080P"];
+
+// One usage profile per distinct resolution set and audio option.
+function wanVideoUsageProfiles() {
+  const profiles = [];
+  for (const model of Object.keys(WAN_MODELS).concat(WAN_VIDEO_SNAPSHOTS)) {
+    const key = modelKey(model);
+    const resolutions = WAN_MODELS[key].resolutions;
+    const audio = WAN_AUDIO_VIDEO_MODELS.includes(key);
+    const shape = resolutions.join("/") + (audio ? "+audio" : "");
+    let profile = profiles.find((entry) => entry.shape === shape);
+    if (!profile) {
+      profile = { shape: shape, models: [], schema: wanVideoUsageSchema(resolutions, audio) };
+      profiles.push(profile);
+    }
+    profile.models.push(model);
+  }
+  return profiles.map((profile) => ({ models: profile.models, schema: profile.schema }));
+}
 
 export const meta = {
   apiVersion: 1,
@@ -70,10 +219,10 @@ export const meta = {
   name: "Alibaba Bailian",
   icon: "Bailian.Color",
   description: {
-    en: "Alibaba Cloud Bailian Wanxiang image and video generation",
-    zh: "阿里云百炼万相图片与视频生成",
+    en: "Alibaba Cloud Bailian image and video generation (Wan, Qwen-Image, Z-Image)",
+    zh: "阿里云百炼图片与视频生成（万相、千问图像、Z-Image）",
   },
-  version: "1.3.0",
+  version: "1.4.2",
   author: { name: "QuantumNous" },
   channelTypes: [17],
   // Literal metadata also supports the dashboard's static script preview.
@@ -111,25 +260,71 @@ export const meta = {
     "wanx2.1-t2i-turbo",
     "wanx2.1-t2i-plus",
     "wanx2.0-t2i-turbo",
-  ],
+    "wan2.5-i2i-preview",
+    "wanx2.1-imageedit",
+    "qwen-image",
+    "qwen-image-plus",
+    "qwen-image-max",
+    "qwen-image-2.0",
+    "qwen-image-2.0-pro",
+    "qwen-image-3.0",
+    "qwen-image-3.0-pro",
+    "qwen-image-edit",
+    "qwen-image-edit-plus",
+    "qwen-image-edit-max",
+    "z-image-turbo",
+  ].concat(IMAGE_MODEL_SNAPSHOTS),
   fetchMode: "per_task",
+  upstreams: ["vendor", "new_api"],
   submitResponseTypes: ["json", "sse"],
-  requiredCapabilities: ["json-clone@1", "submit-sse-delta@1"],
-  usageSchema: { ...WAN_IMAGE_USAGE_SCHEMA, ...WAN_VIDEO_USAGE_SCHEMA },
+  requiredCapabilities: ["duration-auto@1"],
+  usageSchema: { ...WAN_IMAGE_USAGE_SCHEMA, ...wanVideoUsageSchema(WAN_VIDEO_RESOLUTIONS, false) },
   usageProfiles: [
     {
-      models: Object.keys(WAN_IMAGE_MODELS),
+      models: Object.keys(IMAGE_MODELS)
+        .concat(IMAGE_MODEL_SNAPSHOTS)
+        .filter((name) => !QWEN_IMAGE3_MODELS.includes(name) && !Z_IMAGE_MODELS.includes(name)),
       schema: WAN_IMAGE_USAGE_SCHEMA,
     },
-    {
-      models: Object.keys(WAN_MODELS).concat(["wan2.7-t2v-2026-04-25", "wan2.7-t2v-2026-06-12", "wan2.7-i2v-2026-04-25"]),
-      schema: WAN_VIDEO_USAGE_SCHEMA,
-    },
-  ],
+    { models: Z_IMAGE_MODELS, schema: Z_IMAGE_USAGE_SCHEMA },
+    { models: QWEN_IMAGE3_MODELS, schema: QWEN_IMAGE3_USAGE_SCHEMA },
+  ].concat(wanVideoUsageProfiles()),
   routes: [
-    { method: "POST", path: "/ali/api/v1/services/aigc/multimodal-generation/generation", type: "submit", models: ["wan2.7-image-pro", "wan2.7-image", "wan2.6-image", "wan2.6-t2i"], decode: "createImageTask", render: "imageCreated" },
-    { method: "POST", path: "/ali/api/v1/services/aigc/image-generation/generation", type: "submit", models: ["wan2.7-image-pro", "wan2.7-image", "wan2.6-image", "wan2.6-t2i"], decode: "createImageTask", render: "taskCreated" },
-    { method: "POST", path: "/ali/api/v1/services/aigc/text2image/image-synthesis", type: "submit", models: ["wan2.5-t2i-preview", "wan2.2-t2i-flash", "wan2.2-t2i-plus", "wanx2.1-t2i-turbo", "wanx2.1-t2i-plus", "wanx2.0-t2i-turbo"], decode: "createImageTask", render: "taskCreated" },
+    // Synchronous vendor call with no task to re-query; the response is
+    // delivered once and never persisted.
+    {
+      method: "POST",
+      path: "/ali/api/v1/services/aigc/multimodal-generation/generation",
+      type: "submit",
+      models: ["wan2.7-image-pro", "wan2.7-image", "wan2.6-image", "wan2.6-t2i"].concat(Object.keys(QWEN_IMAGE_LIMITS), IMAGE_MODEL_SNAPSHOTS),
+      decode: "createImageTask",
+      render: "imageCreated",
+      retainResult: false,
+    },
+    {
+      method: "POST",
+      path: "/ali/api/v1/services/aigc/image-generation/generation",
+      type: "submit",
+      models: ["wan2.7-image-pro", "wan2.7-image", "wan2.6-image", "wan2.6-t2i"],
+      decode: "createImageTask",
+      render: "taskCreated",
+    },
+    {
+      method: "POST",
+      path: "/ali/api/v1/services/aigc/text2image/image-synthesis",
+      type: "submit",
+      models: ["wan2.5-t2i-preview", "wan2.2-t2i-flash", "wan2.2-t2i-plus", "wanx2.1-t2i-turbo", "wanx2.1-t2i-plus", "wanx2.0-t2i-turbo"],
+      decode: "createImageTask",
+      render: "taskCreated",
+    },
+    {
+      method: "POST",
+      path: "/ali/api/v1/services/aigc/image2image/image-synthesis",
+      type: "submit",
+      models: ["wan2.5-i2i-preview", "wanx2.1-imageedit"],
+      decode: "createImageTask",
+      render: "taskCreated",
+    },
     { method: "POST", path: "/ali/api/v1/services/aigc/video-generation/video-synthesis", type: "submit", decode: "createVideoTask", render: "taskCreated" },
     { method: "POST", path: "/ali/api/v1/services/aigc/image2video/video-synthesis", type: "submit", decode: "createVideoTask", render: "taskCreated" },
     { method: "GET", path: "/ali/api/v1/tasks/:task_id", type: "query", render: "taskStatus" },
@@ -137,6 +332,7 @@ export const meta = {
   protocols: [
     { name: "openai_responses", supports: ["stream", "sync", "background"] },
     { name: "openai_video", models: Object.keys(WAN_MODELS).concat(["wan2.7-t2v-2026-04-25", "wan2.7-t2v-2026-06-12", "wan2.7-i2v-2026-04-25"]) },
+    { name: "openai_image", models: Object.keys(IMAGE_MODELS).concat(IMAGE_MODEL_SNAPSHOTS) },
   ],
 };
 
@@ -144,6 +340,16 @@ function trimmed(value) {
   return String(value || "").trim();
 }
 
+function viaNewAPI(ctx) {
+  return !!(ctx.upstream && ctx.upstream.kind === "new_api");
+}
+
+// Another New API gateway serves the DashScope wire format only on this
+// plugin's /ali native routes; DashScope itself serves the unprefixed paths.
+function apiRoot(ctx) {
+  return ctx.baseUrl + (viaNewAPI(ctx) ? "/ali" : "");
+}
+
 function firstImage(req) {
   if (trimmed(req.image)) return trimmed(req.image);
   for (const image of req.images || []) if (trimmed(image)) return trimmed(image);
@@ -174,7 +380,9 @@ const MODERN_SIZES = {
 };
 
 function modelKey(model) {
-  return String(model || "").replace(/-\d{4}-\d{2}-\d{2}$/, "").replace(/^wan2\.1-/, "wanx2.1-");
+  return String(model || "")
+    .replace(/-\d{4}-\d{2}-\d{2}$/, "")
+    .replace(/^wan2\.1-/, "wanx2.1-");
 }
 
 function modelProfile(model) {
@@ -185,25 +393,73 @@ function modelProfile(model) {
 
 function imageModel(ctx) {
   const key = modelKey(ctx.upstreamModel || ctx.model || (ctx.requestBody || {}).model);
-  return Object.prototype.hasOwnProperty.call(WAN_IMAGE_MODELS, key) ? WAN_IMAGE_MODELS[key] : undefined;
+  return Object.prototype.hasOwnProperty.call(IMAGE_MODELS, key) ? IMAGE_MODELS[key] : undefined;
+}
+
+function qwenImage3(ctx) {
+  return QWEN_IMAGE3_MODELS.includes(modelKey(ctx.upstreamModel || ctx.model || (ctx.requestBody || {}).model));
+}
+
+function zImage(ctx) {
+  return Z_IMAGE_MODELS.includes(modelKey(ctx.upstreamModel || ctx.model || (ctx.requestBody || {}).model));
+}
+
+// Host file placeholders stand in for uploaded edit images; the host inlines
+// them as data URLs before the request is sent.
+function isFileRef(value) {
+  return !!value && typeof value === "object" && !Array.isArray(value) && typeof value.__fileRef === "string";
+}
+
+function isImageInput(value) {
+  return isFileRef(value) || (typeof value === "string" && /^(https?:\/\/|data:image\/)/i.test(value));
+}
+
+function sizePixels(size) {
+  const match = /^(\d+)\*(\d+)$/.exec(size);
+  if (!match) return null;
+  const width = Number(match[1]),
+    height = Number(match[2]);
+  if (!Number.isSafeInteger(width) || !Number.isSafeInteger(height) || width <= 0 || height <= 0) return null;
+  return { width: width, height: height, pixels: width * height };
 }
 
 function convertImage(ctx) {
   const req = ctx.requestBody || {};
   const model = ctx.upstreamModel || req.model;
   const profile = imageModel(ctx);
-  if (!profile) throw new Error("unsupported Wan image model: " + model);
+  if (!profile) throw new Error("unsupported image model: " + model);
+  const limits = QWEN_IMAGE_LIMITS[modelKey(model)];
   const metadata = objectValue(req.metadata, "metadata");
   if (metadata.model !== undefined && metadata.model !== model) throw new Error("can't change model with metadata");
-  const mode = metadata.upstream_mode ?? "async";
+  const mode = metadata.upstream_mode ?? (profile === "qwen" ? "sync" : "async");
   if (mode !== "sync" && mode !== "async") throw new Error("upstream_mode must be sync or async");
-  if (profile === "legacy" && mode === "sync") throw new Error("this image model only supports asynchronous HTTP calls");
+  const legacyProfile = profile === "legacy" || profile === "legacy_edit" || profile === "legacy_imageedit";
+  if (legacyProfile && mode === "sync") throw new Error("this image model only supports asynchronous HTTP calls");
+  if (profile === "qwen" && mode === "async") throw new Error("this image model only supports synchronous HTTP calls");
   const parameters = {};
-  for (const key of ["n", "size", "negative_prompt", "prompt_extend", "watermark", "seed", "enable_interleave", "max_images", "enable_sequential", "thinking_mode", "bbox_list", "color_palette"]) {
+  for (const key of [
+    "n",
+    "size",
+    "negative_prompt",
+    "prompt_extend",
+    "prompt_extend_mode",
+    "enable_thinking",
+    "watermark",
+    "seed",
+    "enable_interleave",
+    "max_images",
+    "enable_sequential",
+    "thinking_mode",
+    "bbox_list",
+    "color_palette",
+  ]) {
     if (req[key] !== undefined) parameters[key] = req[key];
   }
+  if (profile === "legacy_imageedit") {
+    for (const key of IMAGE_EDIT_FUNCTION_PARAMETERS) if (req[key] !== undefined) parameters[key] = req[key];
+  }
   Object.assign(parameters, objectValue(metadata.parameters, "metadata.parameters"));
-  for (const key of ["prompt_extend", "watermark", "enable_interleave", "enable_sequential", "thinking_mode", "stream"]) {
+  for (const key of ["prompt_extend", "enable_thinking", "watermark", "enable_interleave", "enable_sequential", "thinking_mode", "stream"]) {
     if (parameters[key] !== undefined && typeof parameters[key] !== "boolean") throw new Error(key + " must be a boolean");
   }
   if (parameters.stream === true && (mode !== "sync" || profile !== "image26" || !parameters.enable_interleave))
@@ -211,36 +467,85 @@ function convertImage(ctx) {
   if (parameters.enable_interleave && profile !== "image26") throw new Error("enable_interleave is only supported by wan2.6-image");
   if (parameters.enable_sequential && profile !== "image27") throw new Error("enable_sequential is only supported by wan2.7-image models");
   if (parameters.enable_interleave && mode === "sync") parameters.stream = true;
-  const maxN = parameters.enable_interleave ? 1 : parameters.enable_sequential ? 12 : 4;
-  parameters.n = parameters.n ?? (mode === "sync" || parameters.enable_interleave ? 1 : profile === "image27" ? (parameters.enable_sequential ? 12 : 1) : 4);
+  const maxN = parameters.enable_interleave ? 1 : parameters.enable_sequential ? 12 : profile === "qwen" ? limits.maxN : 4;
+  parameters.n =
+    parameters.n ??
+    (mode === "sync" || parameters.enable_interleave || profile === "qwen" || profile === "legacy_imageedit"
+      ? 1
+      : profile === "image27"
+        ? parameters.enable_sequential
+          ? 12
+          : 1
+        : 4);
   // Provider limits are stricter than the host's dto.MaxImageN count ceiling.
-  if (!Number.isInteger(parameters.n) || parameters.n < 1 || parameters.n > maxN) throw new Error("n must be an integer between 1 and " + maxN);
+  // Fixed-count models are rejected here instead of letting DashScope answer
+  // "n must be 1" after the quantity was reserved.
+  if (!Number.isInteger(parameters.n) || parameters.n < 1 || parameters.n > maxN)
+    throw new Error(maxN === 1 ? "n must be 1 for this model" : "n must be an integer between 1 and " + maxN);
   if (parameters.max_images !== undefined && (!Number.isInteger(parameters.max_images) || parameters.max_images < 1 || parameters.max_images > 5))
     throw new Error("max_images must be an integer between 1 and 5");
   if (parameters.enable_interleave) parameters.max_images = parameters.max_images ?? 5;
   if (parameters.seed !== undefined && (!Number.isInteger(parameters.seed) || parameters.seed < 0 || parameters.seed > 2147483647))
     throw new Error("seed must be an integer between 0 and 2147483647");
+  if (parameters.prompt_extend_mode !== undefined && parameters.prompt_extend_mode !== "direct" && parameters.prompt_extend_mode !== "agent")
+    throw new Error("prompt_extend_mode must be direct or agent");
 
   const input = Object.assign({}, objectValue(metadata.input, "metadata.input"));
-  if (profile === "legacy") {
+  let listedImages = req.images;
+  if (listedImages === undefined) {
+    const first = isFileRef(req.image) ? req.image : firstImage(req);
+    listedImages = first ? [first] : [];
+  }
+  if (!Array.isArray(listedImages)) throw new Error("images must be an array");
+  let imageCount = 0;
+  if (legacyProfile) {
     input.prompt = input.prompt ?? req.prompt;
     if (typeof input.prompt !== "string" || !input.prompt.trim()) throw new Error("prompt is required");
-    if (input.messages !== undefined || firstImage(req)) throw new Error("this model only supports text-to-image input");
+    if (input.messages !== undefined) throw new Error("this model does not accept input.messages");
     if (parameters.negative_prompt !== undefined) {
+      if (profile === "legacy_imageedit") throw new Error("this model does not accept negative_prompt");
       input.negative_prompt = parameters.negative_prompt;
       delete parameters.negative_prompt;
     }
+    if (profile === "legacy") {
+      if (listedImages.length) throw new Error("this model only supports text-to-image input");
+    } else if (profile === "legacy_edit") {
+      input.images = input.images ?? listedImages;
+      if (!Array.isArray(input.images) || input.images.length < 1 || input.images.length > 3 || !input.images.every(isImageInput))
+        throw new Error("this model requires 1 to 3 input images as HTTP URLs or Base64 data URLs");
+      imageCount = input.images.length;
+    } else {
+      // wanx2.1-imageedit takes one base image and selects the operation with
+      // input.function; an OpenAI edit defaults to instruction editing, or to
+      // local repainting when a mask is supplied.
+      if (input.images !== undefined) throw new Error("this model takes input.base_image_url, not input.images");
+      if (input.base_image_url === undefined && listedImages.length === 1) input.base_image_url = listedImages[0];
+      if (listedImages.length > 1 || !isImageInput(input.base_image_url))
+        throw new Error("this model requires exactly one input image as an HTTP URL or Base64 data URL");
+      if (input.mask_image_url === undefined && req.mask !== undefined) input.mask_image_url = req.mask;
+      input.function = input.function ?? req.function ?? (input.mask_image_url !== undefined ? "description_edit_with_mask" : "description_edit");
+      if (!IMAGE_EDIT_FUNCTIONS.includes(input.function)) throw new Error("function must be one of " + IMAGE_EDIT_FUNCTIONS.join(", "));
+      if (input.function === "description_edit_with_mask" && !isImageInput(input.mask_image_url))
+        throw new Error("description_edit_with_mask requires a mask image as an HTTP URL or Base64 data URL");
+      if (input.function !== "description_edit_with_mask" && input.mask_image_url !== undefined)
+        throw new Error("mask images are only used by description_edit_with_mask");
+      if (parameters.size !== undefined) throw new Error("this model does not accept size");
+      imageCount = 1;
+    }
   } else if (input.messages === undefined) {
     const content = [];
-    if (req.images !== undefined && !Array.isArray(req.images)) throw new Error("images must be an array");
-    const images = req.images || (firstImage(req) ? [firstImage(req)] : []);
-    for (const image of images) content.push({ image: image });
+    for (const image of listedImages) content.push({ image: image });
     content.push({ text: req.prompt });
     input.messages = [{ role: "user", content: content }];
   }
-  let imageCount = 0;
-  if (profile !== "legacy") {
-    if (!Array.isArray(input.messages) || input.messages.length !== 1 || !input.messages[0] || input.messages[0].role !== "user" || !Array.isArray(input.messages[0].content))
+  if (!legacyProfile) {
+    if (
+      !Array.isArray(input.messages) ||
+      input.messages.length !== 1 ||
+      !input.messages[0] ||
+      input.messages[0].role !== "user" ||
+      !Array.isArray(input.messages[0].content)
+    )
       throw new Error("input.messages must contain one user message with a content array");
     let texts = 0;
     for (const part of input.messages[0].content) {
@@ -250,14 +555,16 @@ function convertImage(ctx) {
         texts++;
       }
       if (part.image !== undefined) {
-        if (typeof part.image !== "string" || !/^(https?:\/\/|data:image\/)/i.test(part.image)) throw new Error("image must be an HTTP URL or Base64 data URL");
+        if (!isImageInput(part.image)) throw new Error("image must be an HTTP URL or Base64 data URL");
         imageCount++;
       }
     }
     if (texts !== 1) throw new Error("input.messages must contain exactly one text prompt");
-    const maxInput = profile === "image27" ? 9 : profile === "image26" ? (parameters.enable_interleave ? 1 : 4) : 0;
-    if (imageCount > maxInput) throw new Error("too many input images for this model");
-    if (profile === "image26" && !parameters.enable_interleave && imageCount === 0) throw new Error("wan2.6-image editing requires a reference image; use wan2.6-t2i for text-to-image");
+    const maxInput = profile === "image27" ? 9 : profile === "image26" ? (parameters.enable_interleave ? 1 : 4) : profile === "qwen" ? limits.maxInput : 0;
+    if (imageCount > maxInput) throw new Error(maxInput === 0 ? "this model only supports text-to-image input" : "too many input images for this model");
+    if (profile === "image26" && !parameters.enable_interleave && imageCount === 0)
+      throw new Error("wan2.6-image editing requires a reference image; use wan2.6-t2i for text-to-image");
+    if (profile === "qwen" && limits.minInput && imageCount < limits.minInput) throw new Error("this image editing model requires at least one input image");
   }
   if (parameters.size !== undefined) {
     if (typeof parameters.size !== "string") throw new Error("size must be a string");
@@ -267,28 +574,77 @@ function convertImage(ctx) {
       if ((profile !== "image26" && profile !== "image27") || parameters.enable_interleave) throw new Error("this model requires a width*height image size");
       if (parameters.size === "4K" && !supports4K) throw new Error("4K is only supported by wan2.7-image-pro text-to-image without sequential output");
     } else {
-      const match = /^(\d+)\*(\d+)$/.exec(parameters.size);
-      if (!match) throw new Error("size must be width*height or a supported resolution preset");
-      const width = Number(match[1]), height = Number(match[2]);
+      const dims = sizePixels(parameters.size);
+      if (!dims) throw new Error("size must be width*height or a supported resolution preset");
+      const width = dims.width,
+        height = dims.height;
       const legacySize = profile === "legacy" && modelKey(model) !== "wan2.5-t2i-preview";
-      const maxPixels = profile === "image27" ? (supports4K ? 4096 * 4096 : 2048 * 2048)
-        : profile === "image26" ? (parameters.enable_interleave ? 1280 * 1280 : 2048 * 2048) : 1440 * 1440;
-      const ratio = profile === "image27" ? 8 : 4;
-      if (!Number.isSafeInteger(width) || !Number.isSafeInteger(height) || width <= 0 || height <= 0
-        || (legacySize ? width < 512 || height < 512 || width > 1440 || height > 1440
-          : width * height > maxPixels || width / height > ratio || height / width > ratio))
+      const maxPixels =
+        profile === "image27"
+          ? supports4K
+            ? 4096 * 4096
+            : 2048 * 2048
+          : profile === "image26"
+            ? parameters.enable_interleave
+              ? 1280 * 1280
+              : 2048 * 2048
+            : profile === "qwen"
+              ? 2048 * 2048
+              : profile === "legacy_edit"
+                ? 1280 * 1280
+                : 1440 * 1440;
+      const minPixels = profile === "qwen" ? 512 * 512 : 0;
+      const ratio = profile === "image27" || profile === "qwen" ? 8 : 4;
+      if (
+        legacySize
+          ? width < 512 || height < 512 || width > 1440 || height > 1440
+          : dims.pixels > maxPixels || dims.pixels < minPixels || width / height > ratio || height / width > ratio
+      )
         throw new Error("size is outside the model's pixel and aspect-ratio limits");
     }
   }
-  const service = profile === "legacy" ? "text2image/image-synthesis" : mode === "sync" ? "multimodal-generation/generation" : "image-generation/generation";
+  const service =
+    profile === "legacy"
+      ? "text2image/image-synthesis"
+      : profile === "legacy_edit" || profile === "legacy_imageedit"
+        ? "image2image/image-synthesis"
+        : mode === "sync"
+          ? "multimodal-generation/generation"
+          : "image-generation/generation";
   return {
     body: { model: model, input: input, parameters: parameters },
     service: service,
     synchronous: mode === "sync",
     action: imageCount ? "image_to_image" : "text_to_image",
+    inputImages: imageCount,
   };
 }
 
+// Submit-time billing facts: the requested count (max_images for interleaved
+// output), the Z-Image prompt rewriting flag, and the Qwen-Image-3.0 tier
+// estimated from the requested size (an unspecified size reserves the higher
+// tier). Completion facts replace these key by key.
+function imageEstimate(ctx, converted) {
+  const parameters = converted.body.parameters;
+  const facts = { image_count: parameters.enable_interleave ? parameters.max_images : parameters.n };
+  if (zImage(ctx)) facts.prompt_extend = parameters.prompt_extend === true;
+  if (qwenImage3(ctx)) {
+    const dims = typeof parameters.size === "string" ? sizePixels(parameters.size) : null;
+    facts.output_image_type = dims && dims.pixels <= QWEN_IMAGE3_TIER_MAX_PIXELS ? "qima_output_1k" : "qima_output_2k";
+    facts.input_image_count = converted.inputImages;
+  }
+  return facts;
+}
+
+// Legacy per-call pricing multiplies the model price by these ratios; the
+// Z-Image prompt rewriting surcharge survives as its own ratio because the
+// boolean fact cannot be a multiplier.
+function imageRatios(ctx, converted, count) {
+  const ratios = { image_count: count };
+  if (zImage(ctx) && converted.body.parameters.prompt_extend === true) ratios.prompt_extend_ratio = Z_IMAGE_PROMPT_EXTEND_RATIO;
+  return ratios;
+}
+
 function imageContent(body) {
   const output = (body && body.output) || {};
   const content = [];
@@ -296,7 +652,7 @@ function imageContent(body) {
     if (result && typeof result.url === "string" && result.url) content.push({ image: result.url });
   }
   for (const choice of Array.isArray(output.choices) ? output.choices : []) {
-    for (const part of (choice && choice.message && Array.isArray(choice.message.content)) ? choice.message.content : []) {
+    for (const part of choice && choice.message && Array.isArray(choice.message.content) ? choice.message.content : []) {
       if (part && typeof part.image === "string" && part.image) content.push({ image: part.image });
       else if (part && typeof part.text === "string") content.push({ text: part.text });
     }
@@ -304,17 +660,41 @@ function imageContent(body) {
   return content;
 }
 
-function imageUsage(body) {
-  const count = (body.usage || {}).image_count;
+// Completion facts. The count prefers usage.image_count, then the
+// Qwen-Image-3.0 usage.output_image_count, and otherwise counts image payloads
+// flattened across output.results[] and every choices[].message.content[]
+// part; payload-less entries are never counted. An inconsistent upstream
+// count is rejected so the host keeps the reservation instead of guessing.
+function imageUsage(ctx, body) {
+  const usage = (body && body.usage) || {};
   const content = imageContent(body);
-  const images = content.filter(function (part) { return part.image; });
-  if (count !== undefined) {
+  const images = content.filter(function (part) {
+    return part.image;
+  });
+  if (images.length > MAX_IMAGE_OUTPUTS) throw new Error("too many output images");
+  const reported = usage.image_count !== undefined ? usage.image_count : usage.output_image_count;
+  let count;
+  if (reported !== undefined) {
     // Do not let fractional, negative or oversized upstream counts change billing.
-    if (!Number.isInteger(count) || count < 0 || count > 12 || (images.length && count === 0)) throw new Error("invalid upstream image_count");
-    return { image_count: count };
+    if (!Number.isInteger(reported) || reported < 0 || reported > MAX_IMAGE_OUTPUTS || (images.length && reported === 0))
+      throw new Error("invalid upstream image count");
+    count = reported;
+  } else if (content.length) count = images.length;
+  else return {};
+  const facts = { image_count: count };
+  if (qwenImage3(ctx)) {
+    if (QWEN_IMAGE3_USAGE_SCHEMA.output_image_type.enum.includes(usage.output_image_type)) facts.output_image_type = usage.output_image_type;
+    if (Number.isInteger(usage.input_image_count) && usage.input_image_count >= 0 && usage.input_image_count <= 3)
+      facts.input_image_count = usage.input_image_count;
   }
-  if (images.length > 12) throw new Error("too many output images");
-  return content.length ? { image_count: images.length } : {};
+  return facts;
+}
+
+// One OpenAI ImageResponse entry from a DashScope image payload.
+function imageDatum(image) {
+  if (/^https?:\/\//i.test(image)) return { url: image };
+  const match = /^data:[^;,]*;base64,(.*)$/s.exec(image);
+  return { b64_json: match ? match[1] : image };
 }
 
 function objectValue(value, name) {
@@ -323,8 +703,9 @@ function objectValue(value, name) {
   return value;
 }
 
-// The host rejects negative canonical duration/seconds facts before any hook
-// runs, so wan3.0's "-1 = smart duration" sentinel travels as a boolean marker.
+// Decoders fold wan3.0's "-1 = smart duration" sentinel, wherever the client
+// put it, into one boolean marker; convert sends -1 upstream and extractUsage
+// reserves 30 seconds, the longest wan3.0 output, for it.
 function normalizeRequest(value) {
   const req = Object.assign({}, value);
   const metadata = objectValue(req.metadata, "metadata");
@@ -372,7 +753,13 @@ function videoSize(value) {
 function videoAction(req) {
   const input = objectValue((req.metadata || {}).input, "metadata.input");
   for (const source of [req, input]) {
-    if (firstImage(source) || trimmed(source.img_url) || trimmed(source.image_url) || trimmed(source.first_frame_url) || (Array.isArray(source.media) && source.media.length))
+    if (
+      firstImage(source) ||
+      trimmed(source.img_url) ||
+      trimmed(source.image_url) ||
+      trimmed(source.first_frame_url) ||
+      (Array.isArray(source.media) && source.media.length)
+    )
       return "image_to_video";
   }
   return "text_to_video";
@@ -437,7 +824,8 @@ function convert(ctx) {
   const duration = rawDuration == null ? 5 : Number(rawDuration);
   if (duration === -1 && profile.kind !== "all") throw new Error("duration -1 (smart duration) is only supported by wan3.0 models");
   if (profile.kind === "speech") {
-    if (rawDuration != null && (!Number.isFinite(duration) || duration <= 0 || duration >= 20)) throw new Error("wan2.2-s2v duration must be positive and less than 20 seconds; output follows the audio");
+    if (rawDuration != null && (!Number.isFinite(duration) || duration <= 0 || duration >= 20))
+      throw new Error("wan2.2-s2v duration must be positive and less than 20 seconds; output follows the audio");
     delete parameters.duration;
   } else {
     if (profile.durations) {
@@ -474,7 +862,8 @@ function convert(ctx) {
     } else {
       const frames = counts.first_frame || counts.last_frame;
       const references = counts.reference_image || counts.reference_video || counts.reference_audio || counts.file || counts.link;
-      if ((frames && references) || (counts.file && counts.link) || (counts.last_frame && !counts.first_frame)) throw new Error("unsupported wan3.0 input.media combination");
+      if ((frames && references) || (counts.file && counts.link) || (counts.last_frame && !counts.first_frame))
+        throw new Error("unsupported wan3.0 input.media combination");
       if (!trimmed(input.prompt) && !input.media.length) throw new Error("wan3.0-video requires prompt or input.media");
     }
     if (!input.media.length) delete input.media;
@@ -560,7 +949,11 @@ function responsesVideoText(ctx) {
   const artifact = ctx && ctx.artifacts && ctx.artifacts.video;
   const url = trimmed(artifact && artifact.url);
   if (!url) throw new Error("video artifact is unavailable");
-  const escaped = url.replace(/&/g, "&amp;").replace(/\u0022/g, "&quot;").replace(/</g, "&lt;").replace(/>/g, "&gt;");
+  const escaped = url
+    .replace(/&/g, "&amp;")
+    .replace(/\u0022/g, "&quot;")
+    .replace(/</g, "&lt;")
+    .replace(/>/g, "&gt;");
   return '<video controls src="' + escaped + '"></video>';
 }
 
@@ -571,7 +964,7 @@ function responsesOutputText(ctx, task) {
   let index = 0;
   for (const part of content) {
     if (part.image) {
-      const key = "image-" + (++index);
+      const key = "image-" + ++index;
       const artifact = (ctx.artifacts || {})[key];
       if (!artifact || !artifact.url) throw new Error("image artifact is unavailable");
       parts.push("![Image " + index + "](<" + artifact.url + ">)");
@@ -585,15 +978,24 @@ export function buildSubmitRequest(ctx) {
     const converted = convertImage(ctx);
     const headers = { Authorization: "Bearer " + ctx.apiKey, "Content-Type": "application/json" };
     if (!converted.synchronous) headers["X-DashScope-Async"] = "enable";
-    const streaming = converted.synchronous && converted.body.parameters.enable_interleave === true;
+    // A gateway's native route aggregates the vendor stream itself and answers
+    // with one JSON body, so only DashScope is asked for SSE.
+    const streaming = converted.synchronous && converted.body.parameters.enable_interleave === true && !viaNewAPI(ctx);
     if (streaming) headers["X-DashScope-Sse"] = "enable";
-    return { url: ctx.baseUrl + "/api/v1/services/aigc/" + converted.service, method: "POST", headers: headers, body: converted.body, action: converted.action, responseType: streaming ? "sse" : "json" };
+    return {
+      url: apiRoot(ctx) + "/api/v1/services/aigc/" + converted.service,
+      method: "POST",
+      headers: headers,
+      body: converted.body,
+      action: converted.action,
+      responseType: streaming ? "sse" : "json",
+    };
   }
   const body = convert(ctx);
   const kind = modelProfile(body.model).kind;
   const service = kind === "frames" || kind === "speech" ? "image2video" : "video-generation";
   return {
-    url: ctx.baseUrl + "/api/v1/services/aigc/" + service + "/video-synthesis",
+    url: apiRoot(ctx) + "/api/v1/services/aigc/" + service + "/video-synthesis",
     method: "POST",
     headers: { Authorization: "Bearer " + ctx.apiKey, "Content-Type": "application/json", "X-DashScope-Async": "enable" },
     body: body,
@@ -658,7 +1060,9 @@ export function parseSubmitResponse(ctx, resp) {
   if (body.code) throw new Error(body.code + ": " + (body.message || ""));
   if (imageModel(ctx) && convertImage(ctx).synchronous) {
     const content = imageContent(body);
-    const images = content.filter(function (part) { return part.image; });
+    const images = content.filter(function (part) {
+      return part.image;
+    });
     const interleaved = convertImage(ctx).body.parameters.enable_interleave === true;
     if ((!images.length && !(interleaved && content.length)) || (body.output || {}).finished === false)
       throw new Error("synchronous image response has no completed output");
@@ -674,8 +1078,10 @@ export function parseSubmitResponse(ctx, resp) {
 
 export function extractUsage(ctx) {
   if (imageModel(ctx)) {
-    const parameters = convertImage(ctx).body.parameters;
-    return { image_count: parameters.enable_interleave ? parameters.max_images : parameters.n };
+    const converted = convertImage(ctx);
+    const estimate = imageEstimate(ctx, converted);
+    if (ctx.usagePurpose === "billing_ratios") return imageRatios(ctx, converted, estimate.image_count);
+    return estimate;
   }
   const body = convert(ctx);
   const kind = modelProfile(body.model).kind;
@@ -692,17 +1098,23 @@ export function extractUsage(ctx) {
     return ratios;
   }
   const resolution = body.parameters.size ? videoSize(body.parameters.size).resolution : body.parameters.resolution;
-  return { seconds: seconds, resolution: resolution };
+  const facts = { seconds: seconds, resolution: resolution };
+  if (WAN_AUDIO_VIDEO_MODELS.includes(modelKey(body.model))) facts.audio = body.parameters.audio !== false;
+  return facts;
 }
 
 export function extractUsageOnSubmit(ctx, body) {
   // Legacy ratio pricing uses this hook; task expressions use the same actual
   // facts through extractUsageOnComplete for both immediate and polled results.
-  return imageModel(ctx) && convertImage(ctx).synchronous ? imageUsage(body) : {};
+  if (!imageModel(ctx)) return {};
+  const converted = convertImage(ctx);
+  if (!converted.synchronous) return {};
+  const actual = imageUsage(ctx, body || {});
+  return actual.image_count === undefined ? {} : imageRatios(ctx, converted, actual.image_count);
 }
 
 export function extractUsageOnComplete(task, taskResult, body) {
-  if (imageModel(task)) return imageUsage(body || {});
+  if (imageModel(task)) return imageUsage(task, body || {});
   const output = (body && body.output) || {};
   const usage = (body && body.usage) || {};
   const facts = {};
@@ -724,11 +1136,12 @@ export function extractUsageOnComplete(task, taskResult, body) {
   }
   const resolution = usage.SR ?? output.resolution;
   if (resolution != null) facts.resolution = normalizeResolution(resolution);
+  if (WAN_AUDIO_VIDEO_MODELS.includes(model) && typeof usage.audio === "boolean") facts.audio = usage.audio;
   return facts;
 }
 
 export function buildQueryRequest(ctx) {
-  return { url: ctx.baseUrl + "/api/v1/tasks/" + ctx.taskId, method: "GET", headers: { Authorization: "Bearer " + ctx.apiKey } };
+  return { url: apiRoot(ctx) + "/api/v1/tasks/" + ctx.taskId, method: "GET", headers: { Authorization: "Bearer " + ctx.apiKey } };
 }
 
 export function parseTaskResult(ctx, body) {
@@ -738,9 +1151,17 @@ export function parseTaskResult(ctx, body) {
   if (output.task_status === "SUCCEEDED") {
     if (imageModel(ctx)) {
       const content = imageContent(body);
-      const images = content.filter(function (part) { return part.image; });
+      const images = content.filter(function (part) {
+        return part.image;
+      });
       if (!images.length) {
-        if (imageModel(ctx) === "image26" && content.some(function (part) { return trimmed(part.text); })) return { status: "SUCCESS" };
+        if (
+          imageModel(ctx) === "image26" &&
+          content.some(function (part) {
+            return trimmed(part.text);
+          })
+        )
+          return { status: "SUCCESS" };
         return { status: "FAILURE", reason: "image task succeeded without any images" };
       }
       return { status: "SUCCESS", url: images[0].image };
@@ -770,8 +1191,13 @@ function videoURL(body) {
 export function listArtifacts(task) {
   if (task.status !== "SUCCESS") return [];
   const body = artifactData(task);
-  const images = imageContent(body).filter(function (part) { return part.image; });
-  if (images.length) return images.map(function (_, index) { return { key: "image-" + (index + 1), type: "image" }; });
+  const images = imageContent(body).filter(function (part) {
+    return part.image;
+  });
+  if (images.length)
+    return images.map(function (_, index) {
+      return { key: "image-" + (index + 1), type: "image" };
+    });
   return videoURL(body) ? [{ key: "video", type: "video" }] : [];
 }
 
@@ -779,8 +1205,12 @@ export function buildContentRequest(ctx) {
   let url;
   if (ctx.artifactKey === "video") url = videoURL(artifactData(ctx));
   else {
-    const images = imageContent(artifactData(ctx)).filter(function (part) { return part.image; });
-    const index = images.findIndex(function (_, index) { return ctx.artifactKey === "image-" + (index + 1); });
+    const images = imageContent(artifactData(ctx)).filter(function (part) {
+      return part.image;
+    });
+    const index = images.findIndex(function (_, index) {
+      return ctx.artifactKey === "image-" + (index + 1);
+    });
     url = index >= 0 ? images[index].image : "";
   }
   if (!url) throw new Error("artifact_not_found");
@@ -789,9 +1219,11 @@ export function buildContentRequest(ctx) {
 
 export const native = {
   createImageTask: function (ctx) {
-    if (!ctx.body || ctx.body.kind !== "json" || !ctx.body.value || typeof ctx.body.value !== "object" || Array.isArray(ctx.body.value)) throw new Error("JSON object required");
+    if (!ctx.body || ctx.body.kind !== "json" || !ctx.body.value || typeof ctx.body.value !== "object" || Array.isArray(ctx.body.value))
+      throw new Error("JSON object required");
     const req = ctx.body.value;
-    if (req.stream !== undefined && req.stream !== false) throw new Error("native task responses are aggregated JSON; configure upstream streaming in parameters");
+    if (req.stream !== undefined && req.stream !== false)
+      throw new Error("native task responses are aggregated JSON; configure upstream streaming in parameters");
     const requestBody = {
       model: req.model,
       metadata: {
@@ -806,7 +1238,8 @@ export const native = {
     return task.data || {};
   },
   createVideoTask: function (ctx) {
-    if (!ctx.body || ctx.body.kind !== "json" || !ctx.body.value || typeof ctx.body.value !== "object" || Array.isArray(ctx.body.value)) throw new Error("JSON object required");
+    if (!ctx.body || ctx.body.kind !== "json" || !ctx.body.value || typeof ctx.body.value !== "object" || Array.isArray(ctx.body.value))
+      throw new Error("JSON object required");
     const req = ctx.body.value,
       input = objectValue(req.input, "input"),
       parameters = objectValue(req.parameters, "parameters");
@@ -858,9 +1291,25 @@ export const protocols = {
       if (images.length) requestBody.images = images;
       if (trimmed(req.input_reference)) requestBody.input_reference = trimmed(req.input_reference);
       for (const key of [
-        "size", "resolution", "ratio", "duration", "seconds", "auto_duration",
-        "prompt_extend", "watermark", "audio", "seed", "shot_type", "negative_prompt",
-        "img_url", "image_url", "first_frame_url", "last_frame_url", "audio_url", "template", "media",
+        "size",
+        "resolution",
+        "ratio",
+        "duration",
+        "seconds",
+        "auto_duration",
+        "prompt_extend",
+        "watermark",
+        "audio",
+        "seed",
+        "shot_type",
+        "negative_prompt",
+        "img_url",
+        "image_url",
+        "first_frame_url",
+        "last_frame_url",
+        "audio_url",
+        "template",
+        "media",
       ]) {
         if (Object.prototype.hasOwnProperty.call(req, key)) requestBody[key] = req[key];
       }
@@ -921,6 +1370,106 @@ export const protocols = {
       };
     },
   },
+  // OpenAI Images API. The host pins ctx.model, waits for the task to become
+  // terminal and honors response_format itself; the plugin maps the request
+  // onto the DashScope image services and renders data[] from the result.
+  openai_image: {
+    decodeRequest: function (ctx) {
+      const model = trimmed(ctx.model);
+      if (!model) throw new Error("model is required");
+      let req = {};
+      const uploads = [];
+      if (ctx.body && ctx.body.kind === "json") {
+        req = ctx.body.value;
+        if (!req || typeof req !== "object" || Array.isArray(req)) throw new Error("request body must be an object");
+      } else if (ctx.body && ctx.body.kind === "multipart") {
+        const fields = ctx.body.fields || {};
+        for (const name of Object.keys(fields)) {
+          if (fields[name].length > 1) throw new Error(name + " must be provided once");
+          req[name] = fields[name][0];
+        }
+        for (const key of ["n", "seed", "max_images", "upscale_factor", "strength", "top_scale", "bottom_scale", "left_scale", "right_scale"]) {
+          if (req[key] !== undefined) req[key] = Number(req[key]);
+        }
+        for (const key of ["prompt_extend", "watermark", "enable_thinking", "enable_interleave", "enable_sequential", "thinking_mode", "is_sketch"]) {
+          if (req[key] === undefined) continue;
+          if (req[key] !== "true" && req[key] !== "false") throw new Error(key + " must be true or false");
+          req[key] = req[key] === "true";
+        }
+        for (const key of ["parameters", "input"]) {
+          if (req[key] === undefined) continue;
+          try {
+            req[key] = JSON.parse(req[key]);
+          } catch (e) {
+            throw new Error(key + " must be a JSON object string");
+          }
+        }
+        for (const file of ctx.body.files || []) {
+          const upload = { __fileRef: file.ref, encoding: "dataUrl", mimeType: trimmed(file.mimeType) || "image/png", maxBytes: MAX_INPUT_IMAGE_BYTES };
+          // A mask upload is not a reference image; only wanx2.1-imageedit reads it.
+          if (file.field === "mask") req.mask = upload;
+          else if (/^image(\[\d*\])?$/.test(file.field)) uploads.push(upload);
+        }
+      } else throw new Error("JSON or multipart body required");
+      if (req.stream !== undefined && req.stream !== false && req.stream !== "false")
+        throw new Error("stream is not supported; the complete image response is returned once all images are generated");
+      if (req.response_format !== undefined && req.response_format !== "url" && req.response_format !== "b64_json")
+        throw new Error("response_format must be url or b64_json");
+      const requestBody = { model: model, prompt: typeof req.prompt === "string" ? req.prompt : "" };
+      if (!trimmed(requestBody.prompt) && !objectValue(req.input, "input").messages && !objectValue(req.input, "input").prompt)
+        throw new Error("prompt is required");
+      requestBody.n = req.n === undefined || req.n === null ? 1 : req.n;
+      if (!Number.isInteger(requestBody.n) || requestBody.n < 1) throw new Error("n must be a positive integer");
+      const images = [];
+      for (const image of [].concat(req.image === undefined ? [] : req.image, req.images === undefined ? [] : req.images)) {
+        if (isImageInput(image) || (typeof image === "string" && trimmed(image))) images.push(typeof image === "string" ? trimmed(image) : image);
+        else throw new Error("image must be an HTTP URL or Base64 data URL");
+      }
+      for (const upload of uploads) images.push(upload);
+      if (ctx.operation === "edit" && !images.length) throw new Error("image is required");
+      if (images.length) requestBody.images = images;
+      for (const key of [
+        "size",
+        "negative_prompt",
+        "prompt_extend",
+        "prompt_extend_mode",
+        "enable_thinking",
+        "watermark",
+        "seed",
+        "enable_interleave",
+        "max_images",
+        "enable_sequential",
+        "thinking_mode",
+        "bbox_list",
+        "color_palette",
+        "function",
+        "mask",
+        "strength",
+        "top_scale",
+        "bottom_scale",
+        "left_scale",
+        "right_scale",
+        "upscale_factor",
+        "is_sketch",
+      ]) {
+        if (Object.prototype.hasOwnProperty.call(req, key)) requestBody[key] = req[key];
+      }
+      // Provider passthrough: the same parameters/input objects the DashScope API accepts.
+      const metadata = {};
+      if (req.parameters !== undefined) metadata.parameters = objectValue(req.parameters, "parameters");
+      if (req.input !== undefined) metadata.input = objectValue(req.input, "input");
+      if (Object.keys(metadata).length) requestBody.metadata = metadata;
+      // The model may be a mapped alias; final validation runs after channel selection.
+      return { kind: "submit", model: model, action: images.length ? "image_to_image" : "text_to_image", requestBody: requestBody };
+    },
+    render: function (ctx, task) {
+      const data = [];
+      for (const part of imageContent(artifactData(task))) {
+        if (part.image) data.push(imageDatum(part.image));
+      }
+      return { created: task.created_at, data: data, metadata: artifactData(task) };
+    },
+  },
   openai_video: {
     decodeRequest: function (ctx) {
       let req;
diff --git a/plugins/tasks/doubao/plugin.js b/plugins/tasks/doubao/plugin.js
index 7b9990a..3d391b1 100644
--- a/plugins/tasks/doubao/plugin.js
+++ b/plugins/tasks/doubao/plugin.js
@@ -1,27 +1,230 @@
-export const meta = {
-  apiVersion: 1,
-  key: "doubao",
-  name: "Doubao Video",
-  icon: "Doubao.Color",
-  description: {
-    en: "Volcengine Doubao Seedance video generation (text-to-video, image-to-video, and video-to-video)",
-    zh: "火山引擎豆包 Seedance 视频生成（文生视频、图生视频、视频生视频）",
+// Seedance capabilities from the Ark model list, not prices: the output
+// resolutions each model offers, the longest output duration in seconds
+// (duration -1 lets Seedance 1.5 pro and 2.x pick a length up to it), whether
+// it accepts reference video input (Seedance 2.x prices video-to-video tokens
+// separately) and whether audio output is priced separately (Seedance 1.5 pro;
+// generate_audio defaults to true). Seedance 1.0 lite is no longer listed and
+// keeps the 1.0 pro tiers.
+const VIDEO_MODELS = {
+  "doubao-seedance-1-0-pro-250528": { resolutions: ["480p", "720p", "1080p"], maxDuration: 12 },
+  "doubao-seedance-1-0-lite-t2v": { resolutions: ["480p", "720p", "1080p"], maxDuration: 12 },
+  "doubao-seedance-1-0-lite-i2v": { resolutions: ["480p", "720p", "1080p"], maxDuration: 12 },
+  "doubao-seedance-1-5-pro-251215": { resolutions: ["480p", "720p", "1080p"], maxDuration: 12, audio: true },
+  "doubao-seedance-2-0-260128": { resolutions: ["480p", "720p", "1080p", "4k"], maxDuration: 15, videoInput: true },
+  "doubao-seedance-2-0-fast-260128": { resolutions: ["480p", "720p"], maxDuration: 15, videoInput: true },
+  "doubao-seedance-2-0-mini-260615": { resolutions: ["480p", "720p"], maxDuration: 15, videoInput: true },
+  "doubao-seedance-2-5-260628": { resolutions: ["480p", "720p", "1080p"], maxDuration: 30, videoInput: true },
+};
+// Every Ark resolution tier; an endpoint ID reached through channel mapping
+// without a declared profile keeps them all and the longest Seedance duration.
+const SEEDANCE_RESOLUTIONS = ["480p", "720p", "1080p", "4k"];
+const DEFAULT_VIDEO_PROFILE = { resolutions: SEEDANCE_RESOLUTIONS, maxDuration: 30, videoInput: true };
+
+// Protocol capabilities from the Ark image generation API reference, not prices.
+// presets: accepted `size` resolution tiers; minPixels/maxPixels bound `WxH` sizes.
+// outputFormat/tools/fastPromptMode mirror the per-model support lists in the API
+// reference and were confirmed by live 400s; background marks the models whose
+// documented transparency combination rules are enforced locally.
+const IMAGE_MODELS = {
+  "doubao-seedream-5-0-pro-260628": {
+    presets: ["1K", "1.5K", "2K"],
+    minPixels: 921600,
+    maxPixels: 4624220,
+    maxReferenceImages: 10,
+    sequential: false,
+    layers: true,
+    outputFormat: true,
+    background: true,
+    tools: false,
+    fastPromptMode: true,
   },
-  version: "1.0.2",
-  author: { name: "QuantumNous" },
-  channelTypes: [54, 45], // VolcEngine-type channels serve Ark video models with the same wire format
-  models: [
-    "doubao-seedance-1-0-pro-250528",
-    "doubao-seedance-1-0-lite-t2v",
-    "doubao-seedance-1-0-lite-i2v",
-    "doubao-seedance-1-5-pro-251215",
-    "doubao-seedance-2-0-260128",
-    "doubao-seedance-2-0-fast-260128",
-    "doubao-seedance-2-0-mini-260615",
-    "doubao-seedance-2-5-260628",
-  ],
-  fetchMode: "per_task",
-  usageSchema: {
+  "doubao-seedream-5-0-flash-260915": {
+    presets: ["1K", "1.5K", "2K"],
+    minPixels: 921600,
+    maxPixels: 4624220,
+    maxReferenceImages: 10,
+    sequential: false,
+    layers: true,
+    outputFormat: true,
+    background: true,
+    tools: false,
+    fastPromptMode: false,
+  },
+  "doubao-seedream-5-0-lite-260128": {
+    presets: ["2K", "3K", "4K"],
+    minPixels: 3686400,
+    maxPixels: 16777216,
+    maxReferenceImages: 14,
+    sequential: true,
+    layers: false,
+    outputFormat: true,
+    background: false,
+    tools: true,
+    fastPromptMode: false,
+  },
+  "doubao-seedream-5-0-260128": {
+    presets: ["2K", "3K", "4K"],
+    minPixels: 3686400,
+    maxPixels: 16777216,
+    maxReferenceImages: 14,
+    sequential: true,
+    layers: false,
+    outputFormat: true,
+    background: false,
+    tools: true,
+    fastPromptMode: false,
+  },
+  "doubao-seedream-4-5-251128": {
+    presets: ["2K", "4K"],
+    minPixels: 3686400,
+    maxPixels: 16777216,
+    maxReferenceImages: 14,
+    sequential: true,
+    layers: false,
+    outputFormat: false,
+    background: false,
+    tools: false,
+    fastPromptMode: false,
+  },
+  "doubao-seedream-4-0-250828": {
+    presets: ["1K", "2K", "4K"],
+    minPixels: 921600,
+    maxPixels: 16777216,
+    maxReferenceImages: 14,
+    sequential: true,
+    layers: false,
+    outputFormat: false,
+    background: false,
+    tools: false,
+    fastPromptMode: true,
+  },
+};
+const IMAGE_RESOLUTIONS = ["1K", "1.5K", "2K", "3K", "4K"];
+// Square pixel area of each preset, used only for the submit-time tier estimate.
+const IMAGE_PRESET_PIXELS = { "1K": 1048576, "1.5K": 2359296, "2K": 4194304, "3K": 9437184, "4K": 16777216 };
+// Endpoint IDs and newer models reach the image route without a profile; accept every documented option.
+const DEFAULT_IMAGE_PROFILE = {
+  presets: IMAGE_RESOLUTIONS,
+  minPixels: 921600,
+  maxPixels: 16777216,
+  maxReferenceImages: 14,
+  sequential: true,
+  layers: true,
+  outputFormat: true,
+  background: true,
+  tools: true,
+  fastPromptMode: true,
+};
+const LAYER_SIZE_PRESETS = ["1K", "1.5K", "2K"];
+const IMAGE_ACTIONS = ["text_to_image", "image_to_image"];
+// Official Seedream pricing boundary: every output image at or below 2.61
+// megapixels (1.5K and below) is priced separately from images above it.
+const IMAGE_TIER_MAX_PIXELS = 2610000;
+// Documented output ceiling: 15 images per group request, or one base image plus 16 layers.
+const MAX_IMAGE_OUTPUTS = 17;
+// Documented reference-image ceiling across Seedream models; bounds usage.input_images.
+const MAX_REFERENCE_IMAGES = 14;
+// Documented per-image size ceiling for reference images.
+const MAX_INPUT_IMAGE_BYTES = 31457280;
+// Base64 references must be `data:image/<lowercase format>;base64,<payload>`.
+const IMAGE_DATA_URI = /^data:image\/[a-z0-9.+-]+;base64,[A-Za-z0-9+/]+={0,2}$/;
+// Responses fields copied verbatim into the Ark body. `background` is excluded:
+// on /v1/responses it is the host's boolean background-execution flag, not Ark's
+// string transparency option. `tools` is filtered separately.
+const IMAGE_REQUEST_KEYS = [
+  "size",
+  "seed",
+  "guidance_scale",
+  "response_format",
+  "watermark",
+  "optimize_prompt",
+  "optimize_prompt_options",
+  "sequential_image_generation",
+  "sequential_image_generation_options",
+  "output_format",
+  "layer_decomposition",
+];
+
+const IMAGE_UNIT_LABEL = { en: "image", zh: "张", "zh-TW": "張", fr: "image", ja: "枚", ru: "изображение", vi: "ảnh" };
+// Each output image is billed at its own pixel tier (official pricing bills
+// layers individually). Estimated at submit from the requested size and count;
+// settled from data[].size per successful image.
+const IMAGE_USAGE_SCHEMA = {
+  // Successful output images at or below IMAGE_TIER_MAX_PIXELS.
+  images_up_to_1_5k: {
+    type: "number",
+    unit: "count",
+    unitLabel: IMAGE_UNIT_LABEL,
+    description: { en: "Image generation unit price (1.5K and below)", zh: "图片生成单价（1.5K 及以下）" },
+  },
+  // Successful output images above IMAGE_TIER_MAX_PIXELS.
+  images_above_1_5k: {
+    type: "number",
+    unit: "count",
+    unitLabel: IMAGE_UNIT_LABEL,
+    description: { en: "Image generation unit price (above 1.5K)", zh: "图片生成单价（1.5K 以上）" },
+  },
+  // Reference images: request count at submit, usage.input_images on completion.
+  // Seedream 5.0 pro charges from the second image; the expression carries that
+  // rule, for example max(u("input_images") - 1, 0) * price.
+  input_images: {
+    type: "number",
+    unit: "count",
+    unitLabel: IMAGE_UNIT_LABEL,
+    description: { en: "Input image unit price", zh: "输入图片单价" },
+  },
+  // Layer decomposition outputs (base image plus layers) are priced per layer at their own rate.
+  layer_decomposition: {
+    type: "boolean",
+    description: { en: "Whether layer decomposition is enabled", zh: "是否开启图层拆分" },
+  },
+};
+
+// Models whose smallest output exceeds IMAGE_TIER_MAX_PIXELS only ever produce
+// images above 1.5K, so their pricing has a single output tier.
+function hasLowerImageTier(profile) {
+  return profile.minPixels <= IMAGE_TIER_MAX_PIXELS;
+}
+
+// Usage facts for one Seedream capability profile: the pricing table then
+// lists the lower tier and layer decomposition only for models that offer them.
+// Remaining fields keep their released keys.
+function seedreamUsageSchema(profile) {
+  const schema = {};
+  if (hasLowerImageTier(profile)) {
+    schema.images_up_to_1_5k = IMAGE_USAGE_SCHEMA.images_up_to_1_5k;
+    schema.images_above_1_5k = IMAGE_USAGE_SCHEMA.images_above_1_5k;
+  } else {
+    schema.images_above_1_5k = { ...IMAGE_USAGE_SCHEMA.images_above_1_5k, description: { en: "Image generation unit price", zh: "图片生成单价" } };
+  }
+  schema.input_images = IMAGE_USAGE_SCHEMA.input_images;
+  if (profile.layers) schema.layer_decomposition = IMAGE_USAGE_SCHEMA.layer_decomposition;
+  return schema;
+}
+
+// Image facts always carry all four released keys, so expressions saved
+// before the per-model profiles keep their charge.
+function seedreamUsageFacts(lower, higher, inputImages, layered) {
+  return { images_up_to_1_5k: lower, images_above_1_5k: higher, input_images: inputImages, layer_decomposition: layered };
+}
+
+function seedreamUsageExamples(profile) {
+  const examples = [{ label: "2K · 1 张", facts: seedreamUsageFacts(0, 1, 0, false) }];
+  if (hasLowerImageTier(profile)) examples.push({ label: "1K · 1 张 · 2 张参考图", facts: seedreamUsageFacts(1, 0, 2, false) });
+  else examples.push({ label: "2K · 1 张 · 2 张参考图", facts: seedreamUsageFacts(0, 1, 2, false) });
+  if (profile.sequential) examples.push({ label: "2K · 4 张组图", facts: seedreamUsageFacts(0, 4, 0, false) });
+  if (profile.layers) examples.push({ label: "图层拆分 · 2K 底图 + 4 层 1.5K", facts: seedreamUsageFacts(4, 1, 1, true) });
+  // Examples are complete vectors over the profile schema alone.
+  const keys = Object.keys(seedreamUsageSchema(profile));
+  return examples.map((example) => ({ label: example.label, facts: Object.fromEntries(keys.map((key) => [key, example.facts[key]])) }));
+}
+
+// Usage facts for one Seedance capability profile: the pricing table then
+// lists only the resolutions and input kinds the model offers.
+function seedanceUsageSchema(profile) {
+  const resolutionLabels = {};
+  for (const resolution of profile.resolutions) resolutionLabels[resolution] = { en: resolution, zh: resolution };
+  const schema = {
     // Upstream billing tokens (estimated at submit, actual on completion).
     tokens: {
       type: "number",
@@ -30,43 +233,118 @@ export const meta = {
     },
     // Output video resolution; Seedance token unit price varies by resolution tier.
     resolution: {
-      enum: ["480p", "720p", "1080p", "4k"],
-      enumLabels: {
-        "480p": { en: "480p", zh: "480p" },
-        "720p": { en: "720p", zh: "720p" },
-        "1080p": { en: "1080p", zh: "1080p" },
-        "4k": { en: "4k", zh: "4k" },
-      },
+      enum: profile.resolutions,
+      enumLabels: resolutionLabels,
       description: { en: "Output video resolution", zh: "输出视频分辨率" },
     },
-    // Whether the request includes reference video input; Seedance prices video-to-video tokens at a lower unit rate.
-    video_input: {
+  };
+  // Whether the request includes reference video input; Seedance 2.x prices video-to-video tokens at a lower unit rate.
+  if (profile.videoInput) {
+    schema.video_input = {
       enum: ["none", "video"],
       enumLabels: { none: { en: "No reference video", zh: "无参考视频" }, video: { en: "With reference video", zh: "有参考视频" } },
       description: { en: "Reference video input", zh: "参考视频输入" },
-    },
+    };
+  }
+  // Seedance 1.5 pro prices videos with and without audio differently.
+  if (profile.audio) {
+    schema.generate_audio = {
+      type: "boolean",
+      description: { en: "Whether audio is generated", zh: "是否生成音频" },
+    };
+  }
+  return schema;
+}
+
+// Display examples for a token-priced profile: 5-second videos at each tier
+// from the official Ark formula tokens = (input + output seconds) × W × H ×
+// 24 / 1024 with 16:9 max-pixel sizes, cross-checked against Volcengine price
+// examples, plus the reference-video and silent variants the profile prices.
+function seedanceUsageExamples(profile) {
+  const specs = profile.resolutions.map((resolution) => ({
+    label: resolution + " · 5s" + (profile.audio ? " · 有声" : ""),
+    resolution: resolution,
+    seconds: 5,
+  }));
+  if (profile.videoInput) specs.push({ label: "720p · 5s (+4s 输入视频)", resolution: "720p", seconds: 9, video_input: "video" });
+  if (profile.audio) specs.push({ label: "720p · 5s · 无声", resolution: "720p", seconds: 5, generate_audio: false });
+  return specs.map((spec) => {
+    const facts = { tokens: Math.round(estimateTokens(spec.seconds, spec.resolution)), resolution: spec.resolution };
+    if (profile.videoInput) facts.video_input = spec.video_input || "none";
+    if (profile.audio) facts.generate_audio = spec.generate_audio !== false;
+    return { label: spec.label, facts: facts };
+  });
+}
+
+// One usage profile per distinct pricing shape of a capability table: models
+// whose schema and examples are identical share a profile.
+function capabilityUsageProfiles(models, usageSchema, usageExamples) {
+  const profiles = [];
+  for (const model of Object.keys(models)) {
+    const schema = usageSchema(models[model]);
+    const examples = usageExamples(models[model]);
+    const shape = JSON.stringify([schema, examples]);
+    let profile = profiles.find((entry) => entry.shape === shape);
+    if (!profile) {
+      profile = { shape: shape, models: [], schema: schema, examples: examples };
+      profiles.push(profile);
+    }
+    profile.models.push(model);
+  }
+  return profiles.map((profile) => ({ models: profile.models, schema: profile.schema, examples: profile.examples }));
+}
+
+export const meta = {
+  apiVersion: 1,
+  key: "doubao",
+  name: "Doubao",
+  icon: "Doubao.Color",
+  description: {
+    en: "Volcengine Doubao Seedance video generation and Seedream image generation",
+    zh: "火山引擎豆包 Seedance 视频生成与 Seedream 图片生成",
   },
-  // Official Ark formula tokens = (input + output seconds) × W × H × 24 / 1024,
-  // 16:9 max-pixel sizes, cross-checked against Volcengine price examples.
-  usageExamples: [
-    { label: "480p · 5s", facts: { tokens: 48038, resolution: "480p", video_input: "none" } },
-    { label: "720p · 5s", facts: { tokens: 108000, resolution: "720p", video_input: "none" } },
-    { label: "1080p · 5s", facts: { tokens: 243000, resolution: "1080p", video_input: "none" } },
-    { label: "4k · 5s", facts: { tokens: 972000, resolution: "4k", video_input: "none" } },
-    { label: "720p · 10s", facts: { tokens: 216000, resolution: "720p", video_input: "none" } },
-    { label: "720p · 5s (+4s 输入视频)", facts: { tokens: 194400, resolution: "720p", video_input: "video" } },
-  ],
+  version: "1.3.0",
+  author: { name: "QuantumNous" },
+  channelTypes: [54, 45], // VolcEngine-type channels serve Ark video models with the same wire format
+  models: Object.keys(VIDEO_MODELS).concat(Object.keys(IMAGE_MODELS)),
+  fetchMode: "per_task",
+  upstreams: ["vendor", "new_api"],
+  requiredCapabilities: ["duration-auto@1"],
+  usageSchema: seedanceUsageSchema(DEFAULT_VIDEO_PROFILE),
+  usageExamples: seedanceUsageExamples(DEFAULT_VIDEO_PROFILE),
+  usageProfiles: capabilityUsageProfiles(VIDEO_MODELS, seedanceUsageSchema, seedanceUsageExamples).concat(
+    capabilityUsageProfiles(IMAGE_MODELS, seedreamUsageSchema, seedreamUsageExamples)
+  ),
   routes: [
     { method: "POST", path: "/doubao/api/v3/contents/generations/tasks", type: "submit", decode: "createTask", render: "taskCreated" },
     { method: "GET", path: "/doubao/api/v3/contents/generations/tasks/:task_id", type: "query", render: "taskStatus" },
+    // The vendor image API answers synchronously and has no task to re-query;
+    // the complete response is delivered once and never persisted.
+    { method: "POST", path: "/doubao/api/v3/images/generations", type: "submit", decode: "createImage", render: "imageCreated", retainResult: false },
+  ],
+  protocols: [
+    { name: "openai_responses", supports: ["stream", "sync", "background"] },
+    { name: "openai_video", models: Object.keys(VIDEO_MODELS) },
+    { name: "openai_image", models: Object.keys(IMAGE_MODELS) },
   ],
-  protocols: [{ name: "openai_responses", supports: ["stream", "sync", "background"] }, "openai_video"],
 };
 
 function trimmed(value) {
   return String(value || "").trim();
 }
 
+// Another New API gateway serves the Ark wire format only on this plugin's
+// prefixed native routes; Ark itself serves the unprefixed paths.
+function apiRoot(ctx) {
+  return ctx.baseUrl + (ctx.upstream && ctx.upstream.kind === "new_api" ? "/doubao" : "");
+}
+
+function objectValue(value, name) {
+  if (value === undefined || value === null) return {};
+  if (typeof value !== "object" || Array.isArray(value)) throw new Error(name + " must be an object");
+  return value;
+}
+
 function draftTaskIds(content) {
   const ids = [];
   if (!Array.isArray(content)) return ids;
@@ -118,6 +396,32 @@ function hasVideo(content) {
   return Array.isArray(content) && content.some((item) => item && (item.type === "video_url" || Object.prototype.hasOwnProperty.call(item, "video_url")));
 }
 
+// Capability profile of the executing Seedance model. Channel mapping may send
+// a declared model to an Ark endpoint ID; the declared name still describes it.
+function videoProfile(ctx) {
+  for (const model of [ctx && ctx.upstreamModel, ctx && ctx.model].map(trimmed)) {
+    if (Object.prototype.hasOwnProperty.call(VIDEO_MODELS, model)) return VIDEO_MODELS[model];
+  }
+  return DEFAULT_VIDEO_PROFILE;
+}
+
+// Resolution tier the reservation is estimated at: the requested tier or the
+// tier of a WxH size, rejecting tiers the model does not offer. A request that
+// leaves the resolution to Ark reserves the model's highest tier up to 1080p;
+// completion overlays the delivered resolution.
+function videoResolution(ctx) {
+  const req = ctx.requestBody || {};
+  const metadata = req.metadata || {};
+  const profile = videoProfile(ctx);
+  const raw = trimmed(metadata.resolution || req.size).toLowerCase();
+  const recognized = SEEDANCE_RESOLUTIONS.includes(raw) || raw.replace("*", "x").split("x").length === 2;
+  if (!recognized) return profile.resolutions.includes("1080p") ? "1080p" : profile.resolutions[profile.resolutions.length - 1];
+  const resolution = normalizeResolution(raw);
+  if (!profile.resolutions.includes(resolution))
+    throw new Error(trimmed(ctx.upstreamModel || ctx.model) + " resolution must be one of " + profile.resolutions.join(", "));
+  return resolution;
+}
+
 // Max-pixel 16:9 dimensions per resolution tier. Used when ratio is absent or
 // adaptive so the submit-time estimate overestimates rather than underestimates.
 // Official Ark formula: tokens = seconds × width × height × 24 / 1024.
@@ -151,6 +455,216 @@ function videoInputRatio(model, resolution, content) {
   return 1;
 }
 
+// Channel model mapping may send a declared Seedream model to an Ark endpoint
+// ID; the declared name the client sent still describes that endpoint.
+function imageModelCandidates(ctx) {
+  const req = (ctx && ctx.requestBody) || {};
+  return [ctx && ctx.upstreamModel, ctx && ctx.model, req.model].map(trimmed).filter(Boolean);
+}
+
+function imageProfile(ctx) {
+  for (const model of imageModelCandidates(ctx)) {
+    if (Object.prototype.hasOwnProperty.call(IMAGE_MODELS, model)) return IMAGE_MODELS[model];
+  }
+  return DEFAULT_IMAGE_PROFILE;
+}
+
+// Image work is identified by a declared model, or by the decode action for
+// endpoint IDs that reach the image route without any declared name.
+function imageTask(ctx) {
+  return imageModelCandidates(ctx).some((model) => Object.prototype.hasOwnProperty.call(IMAGE_MODELS, model)) || IMAGE_ACTIONS.includes(ctx && ctx.action);
+}
+
+function imageSizePixels(value) {
+  const match = /^(\d+)\s*[xX×*]\s*(\d+)$/.exec(trimmed(value));
+  if (!match) return null;
+  const width = Number(match[1]);
+  const height = Number(match[2]);
+  if (!Number.isSafeInteger(width) || !Number.isSafeInteger(height) || width <= 0 || height <= 0) return null;
+  return { width: width, height: height, pixels: width * height };
+}
+
+// Validates the request `size` against the documented per-model presets and
+// pixel ranges, normalizes accepted spellings (`2k` -> `2K`, `2048*2048` ->
+// `2048x2048`) and returns the pixel area used for the submit-time tier
+// estimate. `pixels` is null when the output size is unknown (`auto`), which
+// the estimate treats as the higher tier; completion overlays the real sizes.
+function imageSize(size, profile, layered) {
+  // Documented defaults: 2K / 2048x2048 for image generation, `auto` for layer decomposition.
+  if (size === undefined) return { size: undefined, pixels: layered ? null : IMAGE_PRESET_PIXELS["2K"] };
+  if (typeof size !== "string") throw new Error("size must be a string");
+  const preset = trimmed(size).toUpperCase();
+  if (preset === "AUTO") {
+    if (!layered) throw new Error("size auto is only supported with layer decomposition");
+    return { size: "auto", pixels: null };
+  }
+  if (IMAGE_RESOLUTIONS.includes(preset)) {
+    const allowed = layered ? LAYER_SIZE_PRESETS : profile.presets;
+    if (!allowed.includes(preset)) throw new Error("size must be one of " + allowed.join(", ") + (layered ? ", auto" : " or width x height pixels"));
+    return { size: preset, pixels: IMAGE_PRESET_PIXELS[preset] };
+  }
+  if (layered) throw new Error("layer decomposition sizes must be one of " + LAYER_SIZE_PRESETS.join(", ") + ", auto");
+  const dims = imageSizePixels(size);
+  if (!dims) throw new Error("size must be a resolution preset or width x height pixels");
+  const ratio = dims.width / dims.height;
+  if (dims.pixels < profile.minPixels || dims.pixels > profile.maxPixels || ratio < 1 / 16 || ratio > 16)
+    throw new Error("size is outside the model's pixel and aspect-ratio limits");
+  return { size: dims.width + "x" + dims.height, pixels: dims.pixels };
+}
+
+// Builds the upstream /api/v3/images/generations body. Unknown fields pass
+// through so the native route mirrors the official API; documented fields are
+// type-checked and model capabilities are enforced here. Live probes (2026-09)
+// confirmed Ark rejects wrong-typed seed/guidance_scale, output_format on 4.0,
+// tools on pro, sequential_image_generation on pro, and non-web_search tools,
+// and accepts `optimize_prompt_options: null` as unset.
+function convertImage(ctx) {
+  const req = ctx.requestBody || {};
+  const model = trimmed(ctx.upstreamModel || req.model);
+  if (!model) throw new Error("model is required");
+  const profile = imageProfile(ctx);
+  const body = {};
+  for (const key of Object.keys(req)) {
+    if (key === "model" || key === "stream" || req[key] === undefined) continue;
+    body[key] = req[key];
+  }
+  body.model = model;
+  for (const key of ["watermark", "optimize_prompt", "layer_decomposition"]) {
+    if (body[key] !== undefined && typeof body[key] !== "boolean") throw new Error(key + " must be a boolean");
+  }
+  const layered = body.layer_decomposition === true;
+  if (layered && !profile.layers) throw new Error("layer_decomposition is not supported by this model");
+  if (body.prompt !== undefined && typeof body.prompt !== "string") throw new Error("prompt must be a string");
+  if (!layered && !trimmed(body.prompt)) throw new Error("prompt is required");
+  const images = body.image === undefined ? [] : Array.isArray(body.image) ? body.image : [body.image];
+  for (const image of images) {
+    // Multipart uploads stay host file placeholders until submit, when the host
+    // inlines them as data:image/<format>;base64 URLs.
+    if (image && typeof image === "object" && typeof image.__fileRef === "string" && image.encoding === "dataUrl") continue;
+    const value = typeof image === "string" ? trimmed(image) : "";
+    if (!/^https?:\/\//i.test(value) && !IMAGE_DATA_URI.test(value))
+      throw new Error("image must be an HTTP URL or a data:image/<format>;base64 URL with a lowercase format");
+  }
+  if (layered && images.length !== 1) throw new Error("layer decomposition requires exactly one input image");
+  if (images.length > profile.maxReferenceImages) throw new Error("at most " + profile.maxReferenceImages + " reference images are supported");
+  // The host caps the upstream JSON response and the persisted task data at
+  // 1 MiB and serves images through artifact URLs, so it cannot reliably accept
+  // or persist Base64 image payloads; this route is URL-only.
+  if (body.response_format !== undefined && body.response_format !== "url") throw new Error("response_format must be url");
+  if (body.seed !== undefined && !Number.isInteger(body.seed)) throw new Error("seed must be an integer");
+  if (body.guidance_scale !== undefined && (typeof body.guidance_scale !== "number" || !Number.isFinite(body.guidance_scale)))
+    throw new Error("guidance_scale must be a number");
+  if (body.output_format !== undefined) {
+    if (body.output_format !== "png" && body.output_format !== "jpeg") throw new Error("output_format must be png or jpeg");
+    if (!profile.outputFormat) throw new Error("output_format is not supported by this model");
+  }
+  // The API reference lists `background` for 5.0 pro and flash only, but a live
+  // probe showed lite accepting and ignoring it, so other models forward the
+  // value and only pro and flash's documented combination rules are enforced locally.
+  if (body.background !== undefined) {
+    if (body.background !== "opaque" && body.background !== "transparent") throw new Error("background must be opaque or transparent");
+    if (profile.background && body.background === "transparent" && images.length !== 1)
+      throw new Error("background transparent requires exactly one input image");
+    if (profile.background && body.background === "transparent" && body.output_format === "jpeg")
+      throw new Error("background transparent cannot be combined with output_format jpeg");
+  }
+  if (body.tools !== undefined) {
+    if (!Array.isArray(body.tools) || body.tools.some((tool) => !tool || typeof tool !== "object" || Array.isArray(tool) || !trimmed(tool.type)))
+      throw new Error("tools must be an array of objects with a string type");
+    if (!profile.tools) throw new Error("tools are not supported by this model");
+  }
+  // JSON null is forwarded as-is: Ark treats it as an unset object (confirmed live).
+  const promptOptions = objectValue(body.optimize_prompt_options, "optimize_prompt_options");
+  if (promptOptions.mode !== undefined) {
+    if (promptOptions.mode !== "standard" && promptOptions.mode !== "fast") throw new Error("optimize_prompt_options.mode must be standard or fast");
+    if (promptOptions.mode === "fast" && !profile.fastPromptMode) throw new Error("optimize_prompt_options.mode fast is not supported by this model");
+  }
+  const sequential = body.sequential_image_generation;
+  if (sequential !== undefined && sequential !== "auto" && sequential !== "disabled") throw new Error("sequential_image_generation must be auto or disabled");
+  if (sequential !== undefined && !profile.sequential) throw new Error("sequential_image_generation is not supported by this model");
+  const options = objectValue(body.sequential_image_generation_options, "sequential_image_generation_options");
+  let maxImages = 15;
+  if (options.max_images !== undefined) {
+    if (!Number.isInteger(options.max_images) || options.max_images < 1 || options.max_images > 15)
+      throw new Error("max_images must be an integer between 1 and 15");
+    maxImages = options.max_images;
+  }
+  const size = imageSize(body.size, profile, layered);
+  if (size.size !== undefined) body.size = size.size;
+  // Submit-time estimate; extractUsageOnComplete overlays the per-image tiers
+  // from data[].size and usage.input_images. Unknown output sizes (`auto`)
+  // reserve the higher tier.
+  let imageCount = 1;
+  if (layered) imageCount = MAX_IMAGE_OUTPUTS;
+  else if (sequential === "auto") imageCount = Math.max(1, Math.min(maxImages, 15 - images.length)); // reference + generated images ≤ 15
+  const higherTier = size.pixels === null || size.pixels > IMAGE_TIER_MAX_PIXELS;
+  return {
+    body: body,
+    action: images.length ? "image_to_image" : "text_to_image",
+    facts: seedreamUsageFacts(higherTier ? 0 : imageCount, higherTier ? imageCount : 0, images.length, layered),
+  };
+}
+
+// `data` is an array in the documented response; tolerate an object-shaped
+// payload from compatible upstreams by treating it as one entry.
+function imageEntries(body) {
+  const data = body && body.data;
+  if (Array.isArray(data)) return data.filter((item) => item && typeof item === "object" && !Array.isArray(item));
+  if (data && typeof data === "object") return [data];
+  return [];
+}
+
+function imageURLEntries(body) {
+  return imageEntries(body).filter((item) => trimmed(item.url));
+}
+
+// Delivered image payloads of a synchronous result. Payloads are counted,
+// never entries: failed group members carry only `error`. A
+// usage.generated_images count that is fractional, negative, oversized or
+// inconsistent with the delivered payloads means the response is not
+// understood; the host then keeps the reservation instead of settling on a guess.
+function imagePayloads(body) {
+  const payloads = imageEntries(body).filter((item) => trimmed(item.url) || trimmed(item.b64_json));
+  if (payloads.length > MAX_IMAGE_OUTPUTS) throw new Error("too many output images");
+  const count = (body.usage || {}).generated_images;
+  if (count !== undefined && (!Number.isInteger(count) || count < 0 || count > MAX_IMAGE_OUTPUTS || count !== payloads.length))
+    throw new Error("invalid upstream generated_images");
+  return payloads;
+}
+
+// Completion facts. Each successful image is counted at its own pixel tier from
+// data[].size (official pricing bills layers individually). Payloads without a
+// parseable size keep the submit-time tier estimate, except on single-tier
+// models where every payload is the upper tier; usage.input_images replaces
+// the estimated reference count only when it is a bounded integer.
+function imageUsage(body, profile) {
+  const usage = body.usage || {};
+  const payloads = imagePayloads(body);
+  const facts = {};
+  if (hasLowerImageTier(profile)) {
+    let lower = 0,
+      higher = 0,
+      sized = true;
+    for (const item of payloads) {
+      const dims = imageSizePixels(item.size);
+      if (!dims) {
+        sized = false;
+        break;
+      }
+      if (dims.pixels > IMAGE_TIER_MAX_PIXELS) higher += 1;
+      else lower += 1;
+    }
+    if (sized) {
+      facts.images_up_to_1_5k = lower;
+      facts.images_above_1_5k = higher;
+    }
+  } else {
+    facts.images_above_1_5k = payloads.length;
+  }
+  if (Number.isInteger(usage.input_images) && usage.input_images >= 0 && usage.input_images <= MAX_REFERENCE_IMAGES) facts.input_images = usage.input_images;
+  return facts;
+}
+
 function responsesInput(req) {
   const texts = [],
     images = [];
@@ -197,6 +711,19 @@ function responsesVideoText(ctx) {
   return '<video controls src="' + escaped + '"></video>';
 }
 
+function responsesOutputText(ctx, task) {
+  const data = artifactData(task);
+  if (!imageTask(ctx) && !Array.isArray(data.data)) return responsesVideoText(ctx);
+  const parts = [];
+  imageURLEntries(data).forEach(function (_, index) {
+    const artifact = (ctx.artifacts || {})["image-" + (index + 1)];
+    if (!artifact || !trimmed(artifact.url)) throw new Error("image artifact is unavailable");
+    parts.push("![Image " + (index + 1) + "](<" + artifact.url + ">)");
+  });
+  if (!parts.length) throw new Error("image artifact is unavailable");
+  return parts.join("\n\n");
+}
+
 export const native = {
   createTask: function (ctx) {
     if (!ctx.body || ctx.body.kind !== "json") throw new Error("JSON body required");
@@ -241,14 +768,43 @@ export const native = {
     if (task.fail_reason) output.error = { message: task.fail_reason };
     return output;
   },
+  createImage: function (ctx) {
+    if (!ctx.body || ctx.body.kind !== "json") throw new Error("JSON body required");
+    const body = ctx.body.value;
+    if (!body || typeof body !== "object" || Array.isArray(body)) throw new Error("request body must be an object");
+    const model = trimmed(body.model);
+    if (!model) throw new Error("model is required");
+    // The host presents one JSON response after the upstream call completes; upstream SSE is not forwarded.
+    if (body.stream !== undefined && body.stream !== false)
+      throw new Error("stream is not supported on this route; the complete JSON response is returned once all images are generated");
+    const requestBody = Object.assign({}, body, { model: model });
+    const converted = convertImage({ model: model, requestBody: requestBody });
+    return { kind: "submit", model: model, action: converted.action, requestBody: requestBody };
+  },
+  imageCreated: function (ctx, task) {
+    return task.data && typeof task.data === "object" && !Array.isArray(task.data) ? task.data : {};
+  },
   error: function (ctx, error) {
     return { error: { code: error.code, message: error.message } };
   },
 };
 
 export function buildSubmitRequest(ctx) {
+  if (imageTask(ctx)) {
+    const converted = convertImage(ctx);
+    return {
+      url: apiRoot(ctx) + "/api/v3/images/generations",
+      method: "POST",
+      headers: { "Content-Type": "application/json", Accept: "application/json", Authorization: "Bearer " + ctx.apiKey },
+      body: converted.body,
+      action: converted.action,
+      rewriteModel: converted.body.model,
+    };
+  }
   const req = ctx.requestBody;
   const metadata = req.metadata || {};
+  // Reject output tiers the model does not offer before any quota is reserved.
+  videoResolution(ctx);
   const body = Object.assign({ model: req.model || "", content: [] }, metadata);
   const imageContent = [];
   const images = Array.isArray(req.images) ? req.images : [];
@@ -258,11 +814,12 @@ export function buildSubmitRequest(ctx) {
   const hasReference = body.content.length > 0;
   if (trimmed(req.prompt) || !hasReference) body.content.push({ type: "text", text: req.prompt || "" });
   if (Array.isArray(body.content)) body.content = rewriteDraftTaskContent(body.content, ctx.originTasks);
+  // -1 lets the model pick the length; extractUsage reserves the longest one.
   const seconds = Number.parseInt(req.seconds || "", 10);
-  if (seconds > 0) body.duration = seconds;
+  if (seconds > 0 || seconds === -1) body.duration = seconds;
   body.model = ctx.upstreamModel || body.model;
   return {
-    url: ctx.baseUrl + "/api/v3/contents/generations/tasks",
+    url: apiRoot(ctx) + "/api/v3/contents/generations/tasks",
     method: "POST",
     headers: { "Content-Type": "application/json", Accept: "application/json", Authorization: "Bearer " + ctx.apiKey },
     body: body,
@@ -272,38 +829,70 @@ export function buildSubmitRequest(ctx) {
 }
 
 export function parseSubmitResponse(ctx, resp) {
+  if (imageTask(ctx)) {
+    const body = resp.body;
+    if (!body || typeof body !== "object" || Array.isArray(body)) throw new Error("invalid image generation response");
+    if (body.error && typeof body.error === "object")
+      throw new Error((trimmed(body.error.code) || "upstream_error") + ": " + (trimmed(body.error.message) || "image generation failed"));
+    const urls = imageURLEntries(body);
+    if (!urls.length) throw new Error("image generation returned no images");
+    // The synchronous API has no vendor task; keep the host-issued public id.
+    const taskId = trimmed(ctx.publicTaskId);
+    if (!taskId) throw new Error("missing gateway task id");
+    return { taskId: taskId, taskData: body, immediate: { status: "SUCCESS", progress: "100%", url: trimmed(urls[0].url) } };
+  }
   if (!resp.body || !resp.body.id) throw new Error("task_id is empty");
   return { taskId: resp.body.id, taskData: resp.body };
 }
 
 export function extractUsage(ctx) {
+  if (imageTask(ctx)) {
+    const facts = convertImage(ctx).facts;
+    // Legacy per-call pricing multiplies the price by every ratio returned
+    // here, so the reservation ratio is the total requested output count
+    // alone; task expressions read the tiered facts and the reference count.
+    if (ctx.usagePurpose === "billing_ratios") return { image_count: facts.images_up_to_1_5k + facts.images_above_1_5k };
+    return facts;
+  }
   const req = ctx.requestBody || {};
   const metadata = req.metadata || {};
   if (ctx.usagePurpose === "billing_ratios") {
     const ratio = videoInputRatio(ctx.upstreamModel || ctx.model, metadata.resolution, metadata.content);
     return ratio === 1 ? null : { video_input_ratio: ratio };
   }
+  const profile = videoProfile(ctx);
+  // A missing duration or -1 (the model picks the length; Seedance 2.5
+  // defaults to it) reserves the longest duration the model can produce.
   let seconds = Number(req.seconds || req.duration || metadata.duration || 0);
   if (!Number.isFinite(seconds) || seconds <= 0) {
     const frames = Number(metadata.frames);
-    seconds = Number.isFinite(frames) && frames > 0 ? Math.floor(frames / 24) : 15;
+    seconds = Number.isFinite(frames) && frames > 0 ? Math.floor(frames / 24) : profile.maxDuration;
   }
   if (seconds <= 0) seconds = 5;
   seconds = Math.min(seconds, 3600);
-  const rawResolution = metadata.resolution || req.size;
-  const raw = trimmed(rawResolution).toLowerCase();
-  const recognized = ["480p", "720p", "1080p", "4k"].includes(raw) || raw.replace("*", "x").split("x").length === 2;
-  const resolution = recognized ? normalizeResolution(rawResolution) : "1080p";
-  return {
-    tokens: estimateTokens(seconds, resolution),
-    resolution: resolution,
-    video_input: hasVideo(metadata.content) ? "video" : "none",
-  };
+  const resolution = videoResolution(ctx);
+  const facts = { tokens: estimateTokens(seconds, resolution), resolution: resolution };
+  // Every model reports video_input, including those whose profile omits it:
+  // expressions saved when all Seedance models declared the field then keep
+  // matching their no-video tier.
+  facts.video_input = hasVideo(metadata.content) ? "video" : "none";
+  if (profile.audio) facts.generate_audio = metadata.generate_audio !== false;
+  return facts;
+}
+
+export function extractUsageOnSubmit(ctx, body) {
+  // Only legacy per-call pricing calls this hook, and the host multiplies the
+  // price by every ratio it returns, so a synchronous image result settles on
+  // the delivered output count alone. Task expressions settle the tiered
+  // facts through extractUsageOnComplete instead.
+  if (!imageTask(ctx)) return null;
+  const count = imagePayloads(body || {}).length;
+  return count ? { image_count: count } : {};
 }
 
 export function buildQueryRequest(ctx) {
   return {
-    url: ctx.baseUrl + "/api/v3/contents/generations/tasks/" + ctx.taskId,
+    url: apiRoot(ctx) + "/api/v3/contents/generations/tasks/" + ctx.taskId,
     method: "GET",
     headers: { Accept: "application/json", "Content-Type": "application/json", Authorization: "Bearer " + ctx.apiKey },
   };
@@ -336,7 +925,16 @@ function artifactData(ctx) {
 
 export function listArtifacts(task) {
   if (task.status !== "SUCCESS") return [];
-  const content = artifactData(task).content || {};
+  const data = artifactData(task);
+  if (imageTask(task) || Array.isArray(data.data)) {
+    return imageURLEntries(data).map(function (item, index) {
+      const artifact = { key: "image-" + (index + 1), type: "image" };
+      if (item.output_format === "png") artifact.mimeType = "image/png";
+      else if (item.output_format === "jpeg") artifact.mimeType = "image/jpeg";
+      return artifact;
+    });
+  }
+  const content = data.content || {};
   const artifacts = [];
   if (trimmed(content.video_url)) artifacts.push({ key: "video", type: "video" });
   if (trimmed(content.last_frame_url)) artifacts.push({ key: "last_frame", type: "image", mimeType: "image/png" });
@@ -344,14 +942,25 @@ export function listArtifacts(task) {
 }
 
 export function buildContentRequest(ctx) {
-  const content = artifactData(ctx).content || {};
-  const urls = { video: content.video_url, last_frame: content.last_frame_url };
-  const url = trimmed(urls[ctx.artifactKey]);
+  const data = artifactData(ctx);
+  let url = "";
+  if (String(ctx.artifactKey || "").startsWith("image-")) {
+    const entries = imageURLEntries(data);
+    const index = entries.findIndex(function (_, position) {
+      return ctx.artifactKey === "image-" + (position + 1);
+    });
+    url = index >= 0 ? trimmed(entries[index].url) : "";
+  } else {
+    const content = data.content || {};
+    const urls = { video: content.video_url, last_frame: content.last_frame_url };
+    url = trimmed(urls[ctx.artifactKey]);
+  }
   if (!url) throw new Error("artifact_not_found");
   return { url: url, method: ctx.clientRequest.method, credentialless: true };
 }
 
 export function extractUsageOnComplete(task, taskResult, body) {
+  if (imageTask(task)) return imageUsage(body || {}, imageProfile(task));
   if (!body || body.status !== "succeeded") return {};
   const facts = {};
   const usage = body.usage || {};
@@ -360,7 +969,7 @@ export function extractUsageOnComplete(task, taskResult, body) {
   if (Number.isFinite(tokens) && tokens > 0) facts.tokens = tokens;
   const content = body.content || {};
   const resolution = trimmed(content.resolution || body.resolution).toLowerCase();
-  if (["480p", "720p", "1080p", "4k"].includes(resolution)) facts.resolution = resolution;
+  if (videoProfile(task).resolutions.includes(resolution)) facts.resolution = resolution;
   return facts;
 }
 
@@ -374,9 +983,34 @@ export const protocols = {
       if (!model) throw new Error("model is required");
       if (req.input !== undefined && typeof req.input !== "string" && !Array.isArray(req.input)) throw new Error("input must be a string or array");
       if (req.images !== undefined && !Array.isArray(req.images)) throw new Error("images must be an array");
+      const input = responsesInput(req);
+      if (imageTask({ upstreamModel: ctx.upstreamModel, model: model })) {
+        const prompt = input.prompt || trimmed(req.prompt);
+        const listed = Array.isArray(req.image) ? req.image : req.image === undefined ? [] : [req.image];
+        const images = [];
+        for (const image of listed.concat(req.images || [], input.images)) {
+          if (trimmed(image) && !images.includes(trimmed(image))) images.push(trimmed(image));
+        }
+        if (!prompt && !images.length) throw new Error("input is required");
+        const requestBody = { model: model };
+        if (prompt) requestBody.prompt = prompt;
+        if (images.length) requestBody.image = images;
+        for (const key of IMAGE_REQUEST_KEYS) {
+          if (Object.prototype.hasOwnProperty.call(req, key)) requestBody[key] = req[key];
+        }
+        // Responses `background` (boolean background execution) is host-owned and never reaches Ark;
+        // Ark's string `background` transparency option is available on the native route only.
+        // Only Ark's documented web_search tool is forwarded; function and other Responses tools are dropped.
+        if (Array.isArray(req.tools)) {
+          const tools = req.tools.filter((tool) => tool && typeof tool === "object" && !Array.isArray(tool) && tool.type === "web_search");
+          if (tools.length) requestBody.tools = tools.map(() => ({ type: "web_search" }));
+        }
+        // The model may be a mapped alias; final validation runs after channel selection.
+        const converted = convertImage({ upstreamModel: ctx.upstreamModel, model: model, requestBody: requestBody });
+        return { kind: "submit", model: model, action: converted.action, requestBody: requestBody };
+      }
       if (req.metadata !== undefined && (!req.metadata || typeof req.metadata !== "object" || Array.isArray(req.metadata)))
         throw new Error("metadata must be an object");
-      const input = responsesInput(req);
       const prompt = input.prompt || trimmed(req.prompt);
       const images = [];
       for (const image of [req.image, req.input_reference].concat(req.images || [], input.images)) {
@@ -402,7 +1036,7 @@ export const protocols = {
       const progress = Number.isFinite(value) && value >= 0 && value <= 100 ? value : null;
       const state = { status: status, progress: progress };
       if (status === "SUCCESS") {
-        const text = responsesVideoText(ctx);
+        const text = responsesOutputText(ctx, task);
         const events = previousState && previousState.status === status ? [] : [{ type: "output", data: text }];
         return { events: events, state: state, done: true };
       }
@@ -413,20 +1047,92 @@ export const protocols = {
       if (progress !== null) event.progress = progress;
       return { events: [event], state: state, done: false };
     },
-    renderFinal: function (ctx, _task) {
+    renderFinal: function (ctx, task) {
       return {
         output: [
           {
             type: "message",
             status: "completed",
             role: "assistant",
-            content: [{ type: "output_text", text: responsesVideoText(ctx), annotations: [], logprobs: [] }],
+            content: [{ type: "output_text", text: responsesOutputText(ctx, task), annotations: [], logprobs: [] }],
           },
         ],
         metadata: { vendor: "doubao" },
       };
     },
   },
+  // OpenAI Images API. The host pins ctx.model, returns the synchronous result
+  // inline and owns response_format. Requests map onto the same Ark body as the
+  // native route, so validation and usage facts are identical.
+  openai_image: {
+    decodeRequest: function (ctx) {
+      const model = trimmed(ctx.model);
+      if (!model) throw new Error("model is required");
+      let req = {};
+      const uploads = [];
+      if (ctx.body && ctx.body.kind === "json") {
+        req = ctx.body.value;
+        if (!req || typeof req !== "object" || Array.isArray(req)) throw new Error("request body must be an object");
+      } else if (ctx.body && ctx.body.kind === "multipart") {
+        const fields = ctx.body.fields || {};
+        for (const name of Object.keys(fields)) {
+          if (fields[name].length > 1) throw new Error(name + " must be provided once");
+          req[name] = fields[name][0];
+        }
+        for (const key of ["n", "seed", "guidance_scale"]) {
+          if (req[key] !== undefined) req[key] = Number(req[key]);
+        }
+        for (const key of ["stream", "watermark", "optimize_prompt", "layer_decomposition"]) {
+          if (req[key] === undefined) continue;
+          if (req[key] !== "true" && req[key] !== "false") throw new Error(key + " must be true or false");
+          req[key] = req[key] === "true";
+        }
+        for (const key of ["optimize_prompt_options", "sequential_image_generation_options", "tools"]) {
+          if (req[key] === undefined) continue;
+          try {
+            req[key] = JSON.parse(req[key]);
+          } catch (e) {
+            throw new Error(key + " must be a JSON string");
+          }
+        }
+        for (const file of ctx.body.files || []) {
+          if (!/^image(\[\d*\])?$/.test(file.field)) throw new Error(file.field + " is not supported");
+          // Ark reads Base64 references only as data:image/<lowercase format>;base64 URLs.
+          const mimeType = trimmed(file.mimeType).toLowerCase();
+          uploads.push({
+            __fileRef: file.ref,
+            encoding: "dataUrl",
+            mimeType: /^image\/[a-z0-9.+-]+$/.test(mimeType) ? mimeType : "image/png",
+            maxBytes: MAX_INPUT_IMAGE_BYTES,
+          });
+        }
+      } else throw new Error("JSON or multipart body required");
+      if (req.stream !== undefined && req.stream !== false)
+        throw new Error("stream is not supported; the complete image response is returned once all images are generated");
+      if (req.response_format !== undefined && req.response_format !== "url" && req.response_format !== "b64_json")
+        throw new Error("response_format must be url or b64_json");
+      // Seedream has no per-request image count; multiple images come from group generation.
+      if (req.n !== undefined && req.n !== null && req.n !== 1) throw new Error("n must be 1; use sequential_image_generation for multiple images");
+      if (req.mask !== undefined) throw new Error("mask is not supported");
+      const requestBody = { model: model };
+      for (const key of IMAGE_REQUEST_KEYS.concat(["prompt", "image", "background", "tools"])) {
+        // The host inlines b64_json from the upstream URLs; Ark always answers with URLs.
+        if (key !== "response_format" && Object.prototype.hasOwnProperty.call(req, key)) requestBody[key] = req[key];
+      }
+      if (uploads.length) requestBody.image = [].concat(requestBody.image === undefined ? [] : requestBody.image, uploads);
+      const converted = convertImage({ model: model, requestBody: requestBody });
+      if (ctx.operation === "edit" && converted.action !== "image_to_image") throw new Error("image is required");
+      return { kind: "submit", model: model, action: converted.action, requestBody: requestBody };
+    },
+    render: function (ctx, task) {
+      return {
+        created: task.created_at,
+        data: imageURLEntries(artifactData(task)).map(function (item) {
+          return { url: trimmed(item.url) };
+        }),
+      };
+    },
+  },
 };
 
 const legacyRenderers = {
@@ -454,13 +1160,16 @@ protocols.openai_video = {
       if (!ctx.body.value || Array.isArray(ctx.body.value)) throw new Error("JSON object required");
       const req = ctx.body.value;
       const seconds = req.seconds === undefined ? req.duration : req.seconds;
-      if (seconds !== undefined && (!Number.isFinite(Number(seconds)) || Number(seconds) <= 0 || Number(seconds) > 3600))
-        throw new Error("seconds must be between 1 and 3600");
+      if (seconds !== undefined && Number(seconds) !== -1 && (!Number.isFinite(Number(seconds)) || Number(seconds) <= 0 || Number(seconds) > 3600))
+        throw new Error("seconds must be -1 or between 1 and 3600");
+      const requestBody = Object.assign({}, req, { model: ctx.model });
+      // buildSubmitRequest reads seconds; duration is accepted as its alias.
+      if (seconds !== undefined) requestBody.seconds = seconds;
       return {
         kind: "submit",
         model: ctx.model,
         action: req.input_reference || req.image ? "image_to_video" : "text_to_video",
-        requestBody: Object.assign({}, req, { model: ctx.model }),
+        requestBody: requestBody,
       };
     }
     const first = function (name) {
@@ -487,8 +1196,8 @@ protocols.openai_video = {
     if (req.seconds !== undefined) req.seconds = Number(req.seconds);
     else if (req.duration !== undefined) req.seconds = Number(req.duration);
     const seconds = req.seconds === undefined ? req.duration : req.seconds;
-    if (seconds !== undefined && (!Number.isFinite(Number(seconds)) || Number(seconds) <= 0 || Number(seconds) > 3600))
-      throw new Error("seconds must be between 1 and 3600");
+    if (seconds !== undefined && Number(seconds) !== -1 && (!Number.isFinite(Number(seconds)) || Number(seconds) <= 0 || Number(seconds) > 3600))
+      throw new Error("seconds must be -1 or between 1 and 3600");
     return {
       kind: "submit",
       model: ctx.model,
diff --git a/plugins/tasks/google/plugin.js b/plugins/tasks/google/plugin.js
index 64affc9..1b8a7aa 100644
--- a/plugins/tasks/google/plugin.js
+++ b/plugins/tasks/google/plugin.js
@@ -7,11 +7,12 @@ export const meta = {
     en: "Google Veo video generation on the Gemini API (text-to-video and image-to-video)",
     zh: "Google Veo 视频生成（文生视频、图生视频），Gemini API 版本",
   },
-  version: "1.0.2",
+  version: "1.1.0",
   author: { name: "QuantumNous" },
   channelTypes: [24],
   models: ["veo-3.0-generate-001", "veo-3.0-fast-generate-001", "veo-3.1-generate-preview", "veo-3.1-fast-generate-preview"],
   fetchMode: "per_task",
+  upstreams: ["vendor", "new_api"],
   usageSchema: {
     // Requested video duration in seconds. Allowed values: 4, 6, 8.
     seconds: {
@@ -32,6 +33,14 @@ export const meta = {
     { label: "8s × 4k", facts: { seconds: 8, resolution: "4k" } },
     { label: "4s × 720p", facts: { seconds: 4, resolution: "720p" } },
   ],
+  // Gemini API request and response bodies, for clients and for a downstream
+  // New API gateway. The model segment carries the method,
+  // models/{model}:predictLongRunning, and the operation it returns is named
+  // after the gateway task.
+  routes: [
+    { method: "POST", path: "/google/v1beta/models/:model", type: "submit", decode: "predictLongRunning", render: "operation" },
+    { method: "GET", path: "/google/v1beta/models/:model/operations/:task_id", type: "query", render: "operation" },
+  ],
   protocols: [{ name: "openai_responses", supports: ["stream", "sync", "background"] }, "openai_video"],
 };
 
@@ -39,6 +48,25 @@ function trimmed(value) {
   return String(value || "").trim();
 }
 
+function plainObject(value) {
+  return value && typeof value === "object" && !Array.isArray(value) ? value : null;
+}
+
+// On a New API channel the same plugin answers on another gateway, which
+// serves the Gemini API wire format on the prefixed native routes and takes
+// its own token as a Bearer header.
+function viaGateway(ctx) {
+  return Boolean(ctx.upstream && ctx.upstream.kind === "new_api");
+}
+
+function apiRoot(ctx) {
+  return ctx.baseUrl + (viaGateway(ctx) ? "/google" : "");
+}
+
+function authHeaders(ctx) {
+  return viaGateway(ctx) ? { Authorization: "Bearer " + ctx.apiKey } : { "x-goog-api-key": ctx.apiKey };
+}
+
 function responsesInput(req) {
   const texts = [],
     images = [];
@@ -160,12 +188,64 @@ function version(ctx) {
   return settings.geminiVersion || "v1beta";
 }
 
+export const native = {
+  predictLongRunning: function (ctx) {
+    const segment = String((ctx.params || {}).model || "");
+    const separator = segment.lastIndexOf(":");
+    if (separator <= 0 || segment.slice(separator + 1) !== "predictLongRunning") throw new Error("the path must name models/{model}:predictLongRunning");
+    const model = segment.slice(0, separator);
+    if (!ctx.body || ctx.body.kind !== "json") throw new Error("JSON body required");
+    const body = plainObject(ctx.body.value);
+    if (!body) throw new Error("request body must be an object");
+    const instances = Array.isArray(body.instances) ? body.instances : [];
+    const instance = plainObject(instances[0]);
+    if (instances.length !== 1 || !instance) throw new Error("instances must hold exactly one instance");
+    // buildSubmitRequest sends only the prompt and the first frame.
+    for (const key of Object.keys(instance)) {
+      if (key !== "prompt" && key !== "image") throw new Error("instances[0]." + key + " is not supported");
+    }
+    const metadata = Object.assign({}, plainObject(body.parameters) || {});
+    const requestBody = { model: model, prompt: instance.prompt, metadata: metadata };
+    if (metadata.durationSeconds !== undefined) {
+      requestBody.duration = metadata.durationSeconds;
+      delete metadata.durationSeconds;
+      if ([4, 6, 8].indexOf(Number(requestBody.duration)) < 0) throw new Error("durationSeconds must be one of 4, 6, or 8");
+    }
+    if (metadata.resolution !== undefined && ["720p", "1080p", "4k"].indexOf(String(metadata.resolution).toLowerCase()) < 0)
+      throw new Error("resolution must be one of 720p, 1080p, or 4k");
+    if (instance.image !== undefined) {
+      const inline = plainObject(plainObject(instance.image) && instance.image.inlineData);
+      if (!inline || !trimmed(inline.data)) throw new Error("instances[0].image must carry inlineData");
+      requestBody.images = ["data:" + (trimmed(inline.mimeType) || "application/octet-stream") + ";base64," + inline.data];
+    }
+    return { kind: "submit", model: model, action: requestBody.images ? "image_to_video" : "text_to_video", requestBody: requestBody };
+  },
+  // The operation is named after the gateway task, so the caller polls it
+  // here. The poller can fail a task whose operation was still running; that
+  // operation is rendered done with the failure.
+  operation: function (ctx, task) {
+    const data = plainObject(task.data) || {};
+    const named = /^models\/([^/]+)\/operations\//.exec(String(data.name || ""));
+    const model = named ? named[1] : String((ctx.params || {}).model || "").split(":")[0];
+    const output = Object.assign({}, data, { name: "models/" + model + "/operations/" + task.task_id });
+    if (task.status === "FAILURE" && !(plainObject(data.error) && data.error.message)) {
+      output.done = true;
+      output.error = { message: task.fail_reason || "task failed" };
+      delete output.response;
+    }
+    return output;
+  },
+  error: function (ctx, error) {
+    return { error: { code: error.httpStatus, message: error.message } };
+  },
+};
+
 export function buildSubmitRequest(ctx) {
   const result = converted(ctx);
   return {
-    url: ctx.baseUrl + "/" + version(ctx) + "/models/" + ctx.upstreamModel + ":predictLongRunning",
+    url: apiRoot(ctx) + "/" + version(ctx) + "/models/" + ctx.upstreamModel + ":predictLongRunning",
     method: "POST",
-    headers: { "Content-Type": "application/json", Accept: "application/json", "x-goog-api-key": ctx.apiKey },
+    headers: Object.assign({ "Content-Type": "application/json", Accept: "application/json" }, authHeaders(ctx)),
     body: result.body,
     action: result.action,
   };
@@ -198,9 +278,9 @@ export function extractUsageOnComplete() {
 
 export function buildQueryRequest(ctx) {
   return {
-    url: ctx.baseUrl + "/v1beta/" + utils.base64URLDecode(ctx.taskId),
+    url: apiRoot(ctx) + "/v1beta/" + utils.base64URLDecode(ctx.taskId),
     method: "GET",
-    headers: { Accept: "application/json", "x-goog-api-key": ctx.apiKey },
+    headers: Object.assign({ Accept: "application/json" }, authHeaders(ctx)),
   };
 }
 
@@ -235,6 +315,16 @@ export function buildContentRequest(ctx) {
   if (ctx.artifactKey !== "video") throw new Error("artifact_not_found");
   const url = artifactVideoURL(ctx);
   if (!url) throw new Error("artifact_not_found");
+  // The file needs the Gemini key, which only the gateway holds; it serves the
+  // video as the artifact of its task, the last segment of the operation name.
+  if (viaGateway(ctx)) {
+    const taskID = utils.base64URLDecode(ctx.upstreamTaskId).split("/").pop();
+    return {
+      url: ctx.baseUrl + "/v1/tasks/" + encodeURIComponent(taskID) + "/artifacts/video/content",
+      method: ctx.clientRequest.method,
+      headers: { Authorization: "Bearer " + ctx.apiKey },
+    };
+  }
   return { url: url, method: ctx.clientRequest.method, headers: { "x-goog-api-key": ctx.apiKey } };
 }
 
diff --git a/plugins/tasks/hailuo/plugin.js b/plugins/tasks/hailuo/plugin.js
index 123a778..0970424 100644
--- a/plugins/tasks/hailuo/plugin.js
+++ b/plugins/tasks/hailuo/plugin.js
@@ -53,6 +53,33 @@ const HAILUO_01_USAGE_SCHEMA = {
   seconds: VIDEO_SECONDS_FIELD,
 };
 
+// MiniMax serves MiniMax-H3 on its /v2 video API and every other model on /v1.
+const H3_MODEL = "MiniMax-H3";
+const V1_MODELS = [
+  "MiniMax-Hailuo-2.3",
+  "MiniMax-Hailuo-2.3-Fast",
+  "MiniMax-Hailuo-02",
+  "T2V-01-Director",
+  "T2V-01",
+  "I2V-01-Director",
+  "I2V-01-live",
+  "I2V-01",
+  "S2V-01",
+];
+
+// Vendor fields the OpenAI-style requests carry in metadata; the MiniMax body
+// has them at the top level.
+const V1_METADATA_FIELDS = [
+  "prompt_optimizer",
+  "fast_pretreatment",
+  "callback_url",
+  "aigc_watermark",
+  "first_frame_image",
+  "last_frame_image",
+  "subject_reference",
+];
+const H3_METADATA_FIELDS = ["callback_url", "aigc_watermark"];
+
 export const meta = {
   apiVersion: 1,
   key: "hailuo",
@@ -62,22 +89,12 @@ export const meta = {
     en: "MiniMax Hailuo video generation (text-to-video, image-to-video, and MiniMax-H3 multimodal reference)",
     zh: "MiniMax 海螺视频生成（文生视频、图生视频、MiniMax-H3 多模态参考生视频）",
   },
-  version: "1.2.0",
+  version: "1.3.0",
   author: { name: "QuantumNous" },
   channelTypes: [35],
-  models: [
-    "MiniMax-H3",
-    "MiniMax-Hailuo-2.3",
-    "MiniMax-Hailuo-2.3-Fast",
-    "MiniMax-Hailuo-02",
-    "T2V-01-Director",
-    "T2V-01",
-    "I2V-01-Director",
-    "I2V-01-live",
-    "I2V-01",
-    "S2V-01",
-  ],
+  models: [H3_MODEL].concat(V1_MODELS),
   fetchMode: "per_task",
+  upstreams: ["vendor", "new_api"],
   // Fallback for a channel alias that resolves to more than one model: the
   // union of every family's fields and resolutions.
   usageSchema: Object.assign({}, H3_USAGE_SCHEMA, {
@@ -134,6 +151,15 @@ export const meta = {
       examples: [{ label: "01-series 720P 6s", facts: { seconds: 6 } }],
     },
   ],
+  // MiniMax request and response bodies, for clients and for a downstream New
+  // API gateway. The task id of a query is a path parameter on both versions,
+  // where MiniMax /v1 reads it from the query string.
+  routes: [
+    { method: "POST", path: "/hailuo/v1/video_generation", type: "submit", decode: "createTask", render: "taskCreated", models: V1_MODELS },
+    { method: "GET", path: "/hailuo/v1/query/video_generation/:task_id", type: "query", render: "taskStatus" },
+    { method: "POST", path: "/hailuo/v2/video_generation", type: "submit", decode: "createH3Task", render: "taskCreated", models: [H3_MODEL] },
+    { method: "GET", path: "/hailuo/v2/query/video_generation/:task_id", type: "query", render: "h3TaskStatus" },
+  ],
   protocols: [{ name: "openai_responses", supports: ["stream", "sync", "background"] }, "openai_video"],
 };
 
@@ -141,6 +167,29 @@ function trimmed(value) {
   return String(value || "").trim();
 }
 
+function plainObject(value) {
+  return value && typeof value === "object" && !Array.isArray(value) ? value : null;
+}
+
+// The members of source that hold a value.
+function definedFields(source, keys) {
+  const fields = {};
+  for (const key of keys) {
+    if (source[key] !== undefined && source[key] !== null) fields[key] = source[key];
+  }
+  return fields;
+}
+
+// On a New API channel the same plugin answers on another gateway, which
+// serves the MiniMax wire format only on the prefixed native routes.
+function viaGateway(ctx) {
+  return Boolean(ctx.upstream && ctx.upstream.kind === "new_api");
+}
+
+function apiRoot(ctx) {
+  return ctx.baseUrl + (viaGateway(ctx) ? "/hailuo" : "");
+}
+
 function isModernHailuo(model) {
   return model === "MiniMax-Hailuo-2.3" || model === "MiniMax-Hailuo-2.3-Fast" || model === "MiniMax-Hailuo-02";
 }
@@ -186,7 +235,6 @@ function hasHailuoImage(req, hasInputReferenceFile) {
   );
 }
 
-const H3_MODEL = "MiniMax-H3";
 const H3_MIN_DURATION = 4;
 const H3_MAX_DURATION = 15;
 const H3_DEFAULT_DURATION = 5;
@@ -437,43 +485,106 @@ function responsesVideoText(ctx) {
   return '<video controls src="' + escaped + '"></video>';
 }
 
+function nativeBody(ctx) {
+  if (!ctx.body || ctx.body.kind !== "json") throw new Error("JSON body required");
+  const body = plainObject(ctx.body.value);
+  if (!body) throw new Error("request body must be an object");
+  return body;
+}
+
+// The decoders move the vendor fields to where the OpenAI-style requests carry
+// them, so buildSubmitRequest sends MiniMax the body the client sent.
+export const native = {
+  createTask: function (ctx) {
+    const body = nativeBody(ctx);
+    const requestBody = Object.assign(definedFields(body, ["prompt", "duration", "resolution"]), {
+      model: body.model,
+      metadata: definedFields(body, V1_METADATA_FIELDS),
+    });
+    const hasImage = hasHailuoImage(requestBody, false);
+    const duration = requestBody.duration === undefined ? undefined : Number(requestBody.duration);
+    validateHailuoCombo(body.model, duration, outboundResolution(requestBody, body.model), hasImage);
+    return { kind: "submit", model: body.model, action: hasImage ? "image_to_video" : "text_to_video", requestBody: requestBody };
+  },
+  createH3Task: function (ctx) {
+    const body = nativeBody(ctx);
+    if (!Array.isArray(body.content)) throw new Error("content must be an array");
+    const content = validateH3Content(body.content);
+    const requestBody = Object.assign(definedFields(body, ["duration", "resolution"]), {
+      model: body.model,
+      metadata: definedFields(body, ["content", "ratio"].concat(H3_METADATA_FIELDS)),
+    });
+    return { kind: "submit", model: body.model, action: h3HasVisualContent(content) ? "image_to_video" : "text_to_video", requestBody: requestBody };
+  },
+  // MiniMax answers /v1 with a base_resp envelope and /v2 with a bare task_id.
+  taskCreated: function (ctx, task) {
+    return Object.assign({}, plainObject(task.data) || {}, { task_id: task.task_id });
+  },
+  // A status route answers with the latest MiniMax snapshot. Before the first
+  // poll that is the create response, which has no status, and the poller can
+  // fail a task whose snapshot was still running; both take their status from
+  // the task, so a downstream gateway reads the same state.
+  taskStatus: function (ctx, task) {
+    const data = plainObject(task.data) || {};
+    const output = Object.assign({}, data, { task_id: task.task_id });
+    if (task.status === "FAILURE") output.status = "Fail";
+    else if (typeof data.status !== "string") output.status = task.status === "IN_PROGRESS" ? "Processing" : "Queueing";
+    return output;
+  },
+  h3TaskStatus: function (ctx, task) {
+    const data = plainObject(task.data) || {};
+    if (h3APIError(data)) return data;
+    const current = h3QueryTask(data);
+    const output = Object.assign({}, current || {}, { id: task.task_id });
+    if (task.status === "FAILURE" && output.status !== "failed" && output.status !== "cancelled") {
+      output.status = "failed";
+      output.error = { message: task.fail_reason || "task failed" };
+    } else if (!current) {
+      output.status = task.status === "IN_PROGRESS" ? "running" : "queued";
+    }
+    return Object.assign({}, data, { task: output });
+  },
+  // MiniMax reports a rejected call in base_resp on both versions.
+  error: function (ctx, error) {
+    return { base_resp: { status_code: error.httpStatus, status_msg: error.message } };
+  },
+};
+
 export function buildSubmitRequest(ctx) {
   const req = ctx.requestBody || {};
   const model = ctx.upstreamModel;
   const metadata = req.metadata || {};
   if (isH3(model)) {
     const content = h3Content(req);
-    const h3Body = {
-      model: model,
-      content: content,
-      resolution: h3Resolution(req),
-      duration: h3Duration(req),
-      ratio: h3Ratio(req, content),
-    };
-    ["callback_url", "aigc_watermark"].forEach(function (key) {
-      if (metadata[key] !== undefined && metadata[key] !== null) h3Body[key] = metadata[key];
-    });
+    const h3Body = Object.assign(
+      {
+        model: model,
+        content: content,
+        resolution: h3Resolution(req),
+        duration: h3Duration(req),
+        ratio: h3Ratio(req, content),
+      },
+      definedFields(metadata, H3_METADATA_FIELDS)
+    );
     return {
-      url: ctx.baseUrl + "/v2/video_generation",
+      url: apiRoot(ctx) + "/v2/video_generation",
       method: "POST",
       headers: { "Content-Type": "application/json", Accept: "application/json", Authorization: "Bearer " + ctx.apiKey },
       body: h3Body,
       action: h3HasVisualContent(content) ? "image_to_video" : "text_to_video",
     };
   }
-  const body = {
-    model: model,
-    prompt: req.prompt || undefined,
-    duration: outboundDuration(req),
-    resolution: outboundResolution(req, model),
-  };
-  ["prompt_optimizer", "fast_pretreatment", "callback_url", "aigc_watermark", "first_frame_image", "last_frame_image", "subject_reference"].forEach(
-    function (key) {
-      if (metadata[key] !== undefined && metadata[key] !== null) body[key] = metadata[key];
-    }
+  const body = Object.assign(
+    {
+      model: model,
+      prompt: req.prompt || undefined,
+      duration: outboundDuration(req),
+      resolution: outboundResolution(req, model),
+    },
+    definedFields(metadata, V1_METADATA_FIELDS)
   );
   return {
-    url: ctx.baseUrl + "/v1/video_generation",
+    url: apiRoot(ctx) + "/v1/video_generation",
     method: "POST",
     headers: { "Content-Type": "application/json", Accept: "application/json", Authorization: "Bearer " + ctx.apiKey },
     body: body,
@@ -524,11 +635,12 @@ export function extractUsage(ctx) {
 export function buildQueryRequest(ctx) {
   // Polling carries no relay info; the host fills these identities from the
   // persisted task properties.
-  const path = isH3(ctx.upstreamModel || ctx.model)
-    ? "/v2/query/video_generation/" + encodeURIComponent(ctx.taskId)
-    : "/v1/query/video_generation?task_id=" + encodeURIComponent(ctx.taskId);
+  const taskID = encodeURIComponent(ctx.taskId);
+  let path = "/v1/query/video_generation?task_id=" + taskID;
+  if (isH3(ctx.upstreamModel || ctx.model)) path = "/v2/query/video_generation/" + taskID;
+  else if (viaGateway(ctx)) path = "/v1/query/video_generation/" + taskID;
   return {
-    url: ctx.baseUrl + path,
+    url: apiRoot(ctx) + path,
     method: "GET",
     headers: { Accept: "application/json", Authorization: "Bearer " + ctx.apiKey },
   };
@@ -600,11 +712,32 @@ export function buildContentRequest(ctx) {
     if (!url) throw new Error("artifact_not_found");
     return { url: url, method: ctx.clientRequest.method, credentialless: true };
   }
-  return {
-    url: ctx.baseUrl + "/v1/files/download?file_id=" + encodeURIComponent(fileID),
-    method: ctx.clientRequest.method,
-    headers: { Accept: "video/*", Authorization: "Bearer " + ctx.apiKey },
-  };
+  // The gateway resolves its MiniMax file itself and serves the video as the
+  // artifact of its own task.
+  if (viaGateway(ctx)) {
+    return {
+      url: ctx.baseUrl + "/v1/tasks/" + encodeURIComponent(ctx.upstreamTaskId) + "/artifacts/video/content",
+      method: ctx.clientRequest.method,
+      headers: { Authorization: "Bearer " + ctx.apiKey },
+    };
+  }
+  // MiniMax serves v1 videos only through the signed download_url that
+  // /v1/files/retrieve returns. The link is signed for GET, so a HEAD client
+  // is served with GET as well; the host sends that client the headers only.
+  const response = utils.fetch({
+    url: ctx.baseUrl + "/v1/files/retrieve?file_id=" + encodeURIComponent(fileID),
+    headers: { Accept: "application/json", Authorization: "Bearer " + ctx.apiKey },
+  });
+  if (!response.body || typeof response.body !== "object") {
+    throw new Error("MiniMax file retrieve returned an unexpected response: HTTP " + response.status);
+  }
+  const base = response.body.base_resp || {};
+  if (response.status !== 200 || base.status_code) {
+    throw new Error("MiniMax file retrieve failed: " + (base.status_msg || "HTTP " + response.status));
+  }
+  const url = trimmed(response.body.file && response.body.file.download_url);
+  if (!url) throw new Error("artifact_not_found");
+  return { url: url, method: "GET", credentialless: true };
 }
 
 export function extractUsageOnComplete(_task, _taskResult, body) {
diff --git a/plugins/tasks/jimeng/plugin.js b/plugins/tasks/jimeng/plugin.js
index 376dd6e..6356582 100644
--- a/plugins/tasks/jimeng/plugin.js
+++ b/plugins/tasks/jimeng/plugin.js
@@ -7,11 +7,12 @@ export const meta = {
     en: "Volcengine Jimeng video generation (text-to-video, image-to-video, and first-and-last-frame)",
     zh: "火山引擎即梦视频生成（文生视频、图生视频、首尾帧）",
   },
-  version: "1.0.2",
+  version: "1.1.0",
   author: { name: "QuantumNous" },
   channelTypes: [51],
   models: ["jimeng_vgfm_t2v_l20"],
   fetchMode: "per_task",
+  upstreams: ["vendor", "new_api"],
   usageSchema: {
     // Requested video duration in seconds. S2.0 Pro is fixed at 5; 3.0 req_keys allow 5 or 10.
     seconds: {
@@ -90,6 +91,12 @@ function isRelay(apiKey) {
   return apiKey.startsWith("sk-");
 }
 
+// The host signal is authoritative on New API channels; the sk- key prefix
+// stays as the heuristic for legacy type-51 channels pointed at a gateway.
+function viaGateway(ctx) {
+  return !!(ctx.upstream && ctx.upstream.kind === "new_api") || isRelay(ctx.apiKey);
+}
+
 function imageValues(body) {
   const images = [];
   if (Array.isArray(body.image_urls)) {
@@ -153,13 +160,13 @@ function decodeNativeRequest(ctx) {
   };
 }
 
-function endpoint(baseUrl, apiKey, action) {
-  return baseUrl + (isRelay(apiKey) ? "/jimeng/" : "/") + "?Action=" + action + "&Version=2022-08-31";
+function endpoint(ctx, action) {
+  return ctx.baseUrl + (viaGateway(ctx) ? "/jimeng/" : "/") + "?Action=" + action + "&Version=2022-08-31";
 }
 
 function requestHeaders(ctx, method, url, bodyText) {
   const headers = { "Content-Type": "application/json", Accept: "application/json" };
-  if (isRelay(ctx.apiKey)) {
+  if (viaGateway(ctx)) {
     headers.Authorization = "Bearer " + ctx.apiKey;
     return headers;
   }
@@ -337,7 +344,7 @@ export function buildSubmitRequest(ctx) {
   ordered.seed = body.seed;
   if (body.aspect_ratio) ordered.aspect_ratio = body.aspect_ratio;
   if (body.frames) ordered.frames = body.frames;
-  const url = endpoint(ctx.baseUrl, ctx.apiKey, "CVSync2AsyncSubmitTask");
+  const url = endpoint(ctx, "CVSync2AsyncSubmitTask");
   const bodyText = JSON.stringify(ordered);
   return {
     url: url,
@@ -363,7 +370,7 @@ export function extractUsage(ctx) {
 
 export function buildQueryRequest(ctx) {
   const body = JSON.stringify({ req_key: queryReqKey(ctx), task_id: ctx.taskId });
-  const url = endpoint(ctx.baseUrl, ctx.apiKey, "CVSync2AsyncGetResult");
+  const url = endpoint(ctx, "CVSync2AsyncGetResult");
   return { url: url, method: "POST", headers: requestHeaders(ctx, "POST", url, body), body: body };
 }
 
diff --git a/plugins/tasks/kling/plugin.js b/plugins/tasks/kling/plugin.js
index 8793393..6953c92 100644
--- a/plugins/tasks/kling/plugin.js
+++ b/plugins/tasks/kling/plugin.js
@@ -7,11 +7,12 @@ export const meta = {
     en: "Kuaishou Kling video generation (text-to-video and image-to-video)",
     zh: "快手可灵视频生成（文生视频、图生视频）",
   },
-  version: "1.0.2",
+  version: "1.1.0",
   author: { name: "QuantumNous" },
   channelTypes: [50],
   models: ["kling-v1", "kling-v1-6", "kling-v2-master"],
   fetchMode: "per_task",
+  upstreams: ["vendor", "new_api"],
   usageSchema: {
     // Kling final unit deduction (estimated at submit, actual on completion).
     units: {
@@ -98,9 +99,15 @@ function isRelay(apiKey) {
   return apiKey.startsWith("sk-");
 }
 
-function tokenFor(apiKey) {
-  if (isRelay(apiKey)) return apiKey;
-  const parts = apiKey.split("|");
+// The host signal is authoritative on New API channels; the sk- key prefix
+// stays as the heuristic for legacy type-50 channels pointed at a gateway.
+function viaGateway(ctx) {
+  return !!(ctx.upstream && ctx.upstream.kind === "new_api") || isRelay(ctx.apiKey);
+}
+
+function tokenFor(ctx) {
+  if (viaGateway(ctx)) return ctx.apiKey;
+  const parts = ctx.apiKey.split("|");
   if (parts.length !== 2) throw new Error("invalid api_key, required format is accessKey|secretKey");
   const now = utils.unixNow();
   return utils.jwtSignHS256({ iss: parts[0].trim(), exp: now + 1800, nbf: now - 5 }, parts[1].trim());
@@ -110,8 +117,8 @@ function pathFor(action) {
   return action === "image_to_video" ? "/v1/videos/image2video" : "/v1/videos/text2video";
 }
 
-function urlFor(baseUrl, apiKey, action) {
-  return baseUrl + (isRelay(apiKey) ? "/kling" : "") + pathFor(action);
+function urlFor(ctx, action) {
+  return ctx.baseUrl + (viaGateway(ctx) ? "/kling" : "") + pathFor(action);
 }
 
 function aspectRatio(size) {
@@ -248,9 +255,9 @@ export function buildSubmitRequest(ctx) {
   if (!body.prompt) delete body.prompt;
   if (!body.image) delete body.image;
   return {
-    url: urlFor(ctx.baseUrl, ctx.apiKey, action),
+    url: urlFor(ctx, action),
     method: "POST",
-    headers: { "Content-Type": "application/json", Accept: "application/json", Authorization: "Bearer " + tokenFor(ctx.apiKey), "User-Agent": "kling-sdk/1.0" },
+    headers: { "Content-Type": "application/json", Accept: "application/json", Authorization: "Bearer " + tokenFor(ctx), "User-Agent": "kling-sdk/1.0" },
     body: body,
     action: action,
   };
@@ -274,9 +281,9 @@ export function extractUsage(ctx) {
 
 export function buildQueryRequest(ctx) {
   return {
-    url: urlFor(ctx.baseUrl, ctx.apiKey, ctx.action) + "/" + ctx.taskId,
+    url: urlFor(ctx, ctx.action) + "/" + ctx.taskId,
     method: "GET",
-    headers: { Accept: "application/json", Authorization: "Bearer " + tokenFor(ctx.apiKey), "User-Agent": "kling-sdk/1.0" },
+    headers: { Accept: "application/json", Authorization: "Bearer " + tokenFor(ctx), "User-Agent": "kling-sdk/1.0" },
   };
 }
 
diff --git a/plugins/tasks/sora/plugin.js b/plugins/tasks/sora/plugin.js
index 1f1db82..ed589ca 100644
--- a/plugins/tasks/sora/plugin.js
+++ b/plugins/tasks/sora/plugin.js
@@ -7,11 +7,13 @@ export const meta = {
     en: "OpenAI Sora video generation (text-to-video, image-to-video, and remix)",
     zh: "OpenAI Sora 视频生成（文生视频、图生视频、remix）",
   },
-  version: "1.0.3",
+  version: "1.1.0",
   channelTypes: [55, 1], // OpenAI-type channels natively serve sora with the same wire format
   author: { name: "QuantumNous" },
   models: ["sora-2", "sora-2-pro"],
   fetchMode: "per_task",
+  // A New API gateway serves /v1/videos as a host protocol, so no URL changes.
+  upstreams: ["vendor", "new_api"],
   usageSchema: {
     // Requested video duration in seconds.
     seconds: {
diff --git a/plugins/tasks/sunoapi/plugin.js b/plugins/tasks/sunoapi/plugin.js
index 95e2214..db25b19 100644
--- a/plugins/tasks/sunoapi/plugin.js
+++ b/plugins/tasks/sunoapi/plugin.js
@@ -9,11 +9,13 @@ export const meta = {
     en: "SunoAPI project music and lyrics generation",
     zh: "SunoAPI 项目 音乐与歌词生成",
   },
-  version: "1.0.3",
+  version: "1.1.0",
   author: { name: "QuantumNous" },
   channelTypes: [36],
   models: ["suno_music", "suno_lyrics"],
   fetchMode: "batch",
+  // Vendor paths already equal the /suno native routes, so no URL changes.
+  upstreams: ["vendor", "new_api"],
   usageSchema: {
     // Number of generated music or lyrics clips.
     clips: {
diff --git a/plugins/tasks/vertex-ai/plugin.js b/plugins/tasks/vertex-ai/plugin.js
index 1d432d5..d113497 100644
--- a/plugins/tasks/vertex-ai/plugin.js
+++ b/plugins/tasks/vertex-ai/plugin.js
@@ -7,12 +7,13 @@ export const meta = {
     en: "Google Veo video generation on Vertex AI (text-to-video and image-to-video)",
     zh: "Google Veo 视频生成（文生视频、图生视频），Vertex AI 版本",
   },
-  version: "1.0.2",
+  version: "1.1.0",
   channelTypes: [41],
   author: { name: "QuantumNous" },
   models: ["veo-3.0-generate-001", "veo-3.0-fast-generate-001", "veo-3.1-generate-preview", "veo-3.1-fast-generate-preview"],
   fetchMode: "per_task",
   auth: { type: "oauth2_jwt" },
+  upstreams: ["vendor", "new_api"],
   usageSchema: {
     // Requested video duration in seconds. Allowed values: 4, 6, 8.
     seconds: {
@@ -38,12 +39,40 @@ export const meta = {
     { label: "8s 1080p audio", facts: { seconds: 8, resolution: "1080p", generate_audio: true } },
     { label: "8s 4k audio", facts: { seconds: 8, resolution: "4k", generate_audio: true } },
   ],
+  // Vertex AI request and response bodies, for clients and for a downstream New
+  // API gateway. The model segment carries the method: predictLongRunning
+  // submits and fetchPredictOperation polls. The gateway runs every request in
+  // its own channel's project; the operation names it returns echo the path's
+  // project and location and end with the gateway task id.
+  routes: [
+    {
+      method: "POST",
+      path: "/vertex-ai/v1/projects/:project/locations/:location/publishers/google/models/:model",
+      type: "dynamic",
+      decode: "modelMethod",
+      render: "operation",
+    },
+  ],
   protocols: [{ name: "openai_responses", supports: ["stream", "sync", "background"] }, "openai_video"],
 };
 
 function trimmed(value) {
   return String(value || "").trim();
 }
+function plainObject(value) {
+  return value && typeof value === "object" && !Array.isArray(value) ? value : null;
+}
+// On a New API channel the same plugin answers on another gateway, which
+// serves the Vertex AI wire format on the prefixed native routes, takes its own
+// token as a Bearer header and runs the request in its own project.
+function viaGateway(ctx) {
+  return Boolean(ctx.upstream && ctx.upstream.kind === "new_api");
+}
+function requestHeaders(ctx) {
+  const headers = { "Content-Type": "application/json", Accept: "application/json", Authorization: ctx.authHeader };
+  if (!viaGateway(ctx)) headers["x-goog-user-project"] = ctx.auth.projectId;
+  return headers;
+}
 function responsesInput(req) {
   const texts = [],
     images = [];
@@ -125,7 +154,7 @@ function apiBase(baseUrl, project, location) {
   return "https://" + (location === "global" ? "" : location + "-") + "aiplatform.googleapis.com/v1/projects/" + project + "/locations/" + location;
 }
 function modelURL(ctx, project, location, model, action) {
-  return apiBase(ctx.baseUrl, project, location) + "/publishers/google/models/" + model + ":" + action;
+  return apiBase(ctx.baseUrl + (viaGateway(ctx) ? "/vertex-ai" : ""), project, location) + "/publishers/google/models/" + model + ":" + action;
 }
 function decodeTaskId(value) {
   return utils.base64URLDecode(value);
@@ -144,6 +173,71 @@ function dataVideo(response) {
   return "data:" + (String(enc).includes("/") ? enc : "video/" + enc) + ";base64," + data;
 }
 
+export const native = {
+  modelMethod: function (ctx) {
+    const segment = String((ctx.params || {}).model || "");
+    const separator = segment.lastIndexOf(":");
+    const method = separator > 0 ? segment.slice(separator + 1) : "";
+    if (!ctx.body || ctx.body.kind !== "json") throw new Error("JSON body required");
+    const body = plainObject(ctx.body.value);
+    if (!body) throw new Error("request body must be an object");
+    if (method === "fetchPredictOperation") {
+      const name = String(body.operationName || "");
+      const marker = name.lastIndexOf("/operations/");
+      if (marker < 0) throw new Error("operationName must name an operation");
+      return { kind: "query", taskIds: [name.slice(marker + "/operations/".length)] };
+    }
+    if (method !== "predictLongRunning") throw new Error("the path must name models/{model}:predictLongRunning or :fetchPredictOperation");
+    const model = segment.slice(0, separator);
+    const instances = Array.isArray(body.instances) ? body.instances : [];
+    const instance = plainObject(instances[0]);
+    if (instances.length !== 1 || !instance) throw new Error("instances must hold exactly one instance");
+    // buildSubmitRequest sends only the prompt and the first frame.
+    for (const key of Object.keys(instance)) {
+      if (key !== "prompt" && key !== "image") throw new Error("instances[0]." + key + " is not supported");
+    }
+    const metadata = Object.assign({}, plainObject(body.parameters) || {});
+    const requestBody = { model: model, prompt: instance.prompt, metadata: metadata };
+    if (metadata.durationSeconds !== undefined) {
+      requestBody.duration = metadata.durationSeconds;
+      delete metadata.durationSeconds;
+      if ([4, 6, 8].indexOf(Number(requestBody.duration)) < 0) throw new Error("durationSeconds must be one of 4, 6, or 8");
+    }
+    if (metadata.resolution !== undefined && ["720p", "1080p", "4k"].indexOf(String(metadata.resolution).toLowerCase()) < 0)
+      throw new Error("resolution must be one of 720p, 1080p, or 4k");
+    if (instance.image !== undefined) {
+      const image = plainObject(instance.image) || {};
+      const mime = trimmed(image.mimeType).toLowerCase();
+      if (!trimmed(image.bytesBase64Encoded)) throw new Error("instances[0].image must carry bytesBase64Encoded");
+      if (mime !== "image/jpeg" && mime !== "image/png") throw new Error("input image must be image/jpeg or image/png");
+      requestBody.images = ["data:" + mime + ";base64," + image.bytesBase64Encoded];
+    }
+    return { kind: "submit", model: model, action: requestBody.images ? "image_to_video" : "text_to_video", requestBody: requestBody };
+  },
+  // Submission renders one task and fetchPredictOperation a list of one. The
+  // poller can fail a task whose operation was still running; that operation
+  // is rendered done with the failure.
+  operation: function (ctx, tasks) {
+    const task = Array.isArray(tasks) ? tasks[0] : tasks;
+    const params = ctx.params || {};
+    const data = plainObject(task.data) || {};
+    const named = /\/models\/([^/]+)\/operations\//.exec(String(data.name || ""));
+    const model = named ? named[1] : String(params.model || "").split(":")[0];
+    const output = Object.assign({}, data, {
+      name: "projects/" + params.project + "/locations/" + params.location + "/publishers/google/models/" + model + "/operations/" + task.task_id,
+    });
+    if (task.status === "FAILURE" && !(plainObject(data.error) && data.error.message)) {
+      output.done = true;
+      output.error = { message: task.fail_reason || "task failed" };
+      delete output.response;
+    }
+    return output;
+  },
+  error: function (ctx, error) {
+    return { error: { code: error.httpStatus, message: error.message } };
+  },
+};
+
 export function buildSubmitRequest(ctx) {
   if (ctx.authError) throw new Error(ctx.authError);
   const req = ctx.requestBody || {},
@@ -183,9 +277,10 @@ export function buildSubmitRequest(ctx) {
     instance.image = { bytesBase64Encoded: data, mimeType: mime };
   }
   return {
-    url: modelURL(ctx, ctx.auth.projectId, region(ctx, model), model, "predictLongRunning"),
+    // A gateway runs the request in its own project, so the path names none.
+    url: modelURL(ctx, viaGateway(ctx) ? "-" : ctx.auth.projectId, region(ctx, model), model, "predictLongRunning"),
     method: "POST",
-    headers: { "Content-Type": "application/json", Accept: "application/json", Authorization: ctx.authHeader, "x-goog-user-project": ctx.auth.projectId },
+    headers: requestHeaders(ctx),
     body: { instances: [instance], parameters: metadata },
     action: image ? "image_to_video" : "text_to_video",
   };
@@ -217,7 +312,7 @@ export function buildQueryRequest(ctx) {
   return {
     url: modelURL(ctx, project, location || "us-central1", model, "fetchPredictOperation"),
     method: "POST",
-    headers: { "Content-Type": "application/json", Accept: "application/json", Authorization: ctx.authHeader, "x-goog-user-project": ctx.auth.projectId },
+    headers: requestHeaders(ctx),
     body: { operationName: name },
   };
 }
diff --git a/plugins/tasks/vidu/plugin.js b/plugins/tasks/vidu/plugin.js
index 80aa5fd..e9bcd9f 100644
--- a/plugins/tasks/vidu/plugin.js
+++ b/plugins/tasks/vidu/plugin.js
@@ -7,11 +7,12 @@ export const meta = {
     en: "Shengshu Vidu video generation (text-to-video, image-to-video, first-and-last-frame, and reference-to-video)",
     zh: "生数 Vidu 视频生成（文生视频、图生视频、首尾帧、参考生视频）",
   },
-  version: "1.0.2",
+  version: "1.1.0",
   author: { name: "QuantumNous" },
   channelTypes: [52],
   models: ["viduq2", "viduq1", "vidu2.0", "vidu1.5"],
   fetchMode: "per_task",
+  upstreams: ["vendor", "new_api"],
   usageSchema: {
     // estimated/actual Vidu credits
     credits: {
@@ -46,15 +47,52 @@ export const meta = {
     { label: "2.0 4s 720p", facts: { credits: 0, duration: 4, resolution: "720p" } },
     { label: "2.0 8s 720p", facts: { credits: 0, duration: 8, resolution: "720p" } },
   ],
+  // Vidu request and response bodies, for clients and for a downstream New API
+  // gateway.
+  routes: [
+    { method: "POST", path: "/vidu/ent/v2/text2video", type: "submit", decode: "createTask", render: "taskCreated" },
+    { method: "POST", path: "/vidu/ent/v2/img2video", type: "submit", decode: "createTask", render: "taskCreated" },
+    { method: "POST", path: "/vidu/ent/v2/start-end2video", type: "submit", decode: "createTask", render: "taskCreated" },
+    { method: "POST", path: "/vidu/ent/v2/reference2video", type: "submit", decode: "createTask", render: "taskCreated" },
+    { method: "GET", path: "/vidu/ent/v2/tasks/:task_id/creations", type: "query", render: "taskStatus" },
+  ],
   protocols: [{ name: "openai_responses", supports: ["stream", "sync", "background"] }, "openai_video"],
 };
 
 const RESOLUTIONS = ["360p", "540p", "720p", "1080p"];
 
+// The submit route names the action; one or two reference images would
+// otherwise read as image-to-video or first-and-last-frame.
+const ROUTE_ACTIONS = {
+  text2video: "text_to_video",
+  img2video: "image_to_video",
+  "start-end2video": "first_tail_to_video",
+  reference2video: "reference_to_video",
+};
+
 function trimmed(value) {
   return String(value || "").trim();
 }
 
+function plainObject(value) {
+  return value && typeof value === "object" && !Array.isArray(value) ? value : null;
+}
+
+// On a New API channel the same plugin answers on another gateway, which
+// serves the Vidu wire format on the prefixed native routes and takes its own
+// token as a Bearer header.
+function viaGateway(ctx) {
+  return Boolean(ctx.upstream && ctx.upstream.kind === "new_api");
+}
+
+function apiRoot(ctx) {
+  return ctx.baseUrl + (viaGateway(ctx) ? "/vidu" : "") + "/ent/v2";
+}
+
+function authorization(ctx) {
+  return (viaGateway(ctx) ? "Bearer " : "Token ") + ctx.apiKey;
+}
+
 function isQ2Model(model) {
   return String(model || "").indexOf("viduq2") === 0;
 }
@@ -219,6 +257,45 @@ function pathFor(action) {
   return "/text2video";
 }
 
+export const native = {
+  createTask: function (ctx) {
+    if (!ctx.body || ctx.body.kind !== "json") throw new Error("JSON body required");
+    const body = plainObject(ctx.body.value);
+    if (!body) throw new Error("request body must be an object");
+    const model = trimmed(body.model);
+    if (!model) throw new Error("model is required");
+    const action = ROUTE_ACTIONS[ctx.path.slice(ctx.path.lastIndexOf("/") + 1)];
+    // The other Vidu fields ride in metadata, which buildSubmitRequest
+    // spreads back into the body.
+    const metadata = Object.assign({}, body, { action: action });
+    const requestBody = { model: model, metadata: metadata };
+    delete metadata.model;
+    for (const key of ["images", "prompt", "duration", "resolution"]) {
+      delete metadata[key];
+      if (body[key] !== undefined && body[key] !== null) requestBody[key] = body[key];
+    }
+    const duration = requestBody.duration === undefined ? undefined : Number(requestBody.duration);
+    validateViduCombo(model, duration, outboundResolution(requestBody, model), hasViduImages(requestBody, false));
+    return { kind: "submit", model: model, action: action, requestBody: requestBody };
+  },
+  taskCreated: function (ctx, task) {
+    return Object.assign({}, plainObject(task.data) || {}, { task_id: task.task_id });
+  },
+  // The poller can fail a task whose snapshot was still processing; that
+  // snapshot is rendered failed so a downstream gateway reads the same state.
+  taskStatus: function (ctx, task) {
+    const output = Object.assign({}, plainObject(task.data) || {}, { id: task.task_id });
+    if (task.status === "FAILURE" && output.state !== "failed") {
+      output.state = "failed";
+      output.err_code = output.err_code || task.fail_reason || "task failed";
+    }
+    return output;
+  },
+  error: function (ctx, error) {
+    return { code: error.code, message: error.message };
+  },
+};
+
 export function buildSubmitRequest(ctx) {
   const req = ctx.requestBody;
   const action = actionFor(req);
@@ -226,25 +303,21 @@ export function buildSubmitRequest(ctx) {
   let model = ctx.upstreamModel || "viduq1";
   if (action === "reference_to_video" && model.includes("viduq2")) model = "viduq2";
   const images = Array.isArray(req.images) ? req.images.map(filePlaceholder) : null;
-  const body = Object.assign(
-    {
-      model: model,
-      images: images,
-      prompt: req.prompt || null,
-      duration: outboundDuration(req, model),
-      resolution: outboundResolution(req, model),
-      movement_amplitude: "auto",
-    },
-    metadata
-  );
+  // metadata carries the other Vidu fields and cannot replace the billed
+  // model, duration and resolution.
+  const body = Object.assign({ images: images, prompt: req.prompt || null, movement_amplitude: "auto" }, metadata, {
+    model: model,
+    duration: outboundDuration(req, model),
+    resolution: outboundResolution(req, model),
+  });
   delete body.action;
   if (!body.prompt) delete body.prompt;
   if (!body.bgm) delete body.bgm;
   if (Array.isArray(body.images)) body.images = body.images.map(filePlaceholder);
   return {
-    url: ctx.baseUrl + "/ent/v2" + pathFor(action),
+    url: apiRoot(ctx) + pathFor(action),
     method: "POST",
-    headers: { "Content-Type": "application/json", Accept: "application/json", Authorization: "Token " + ctx.apiKey },
+    headers: { "Content-Type": "application/json", Accept: "application/json", Authorization: authorization(ctx) },
     body: body,
     action: action,
   };
@@ -265,9 +338,9 @@ export function extractUsage(ctx) {
 
 export function buildQueryRequest(ctx) {
   return {
-    url: ctx.baseUrl + "/ent/v2/tasks/" + ctx.taskId + "/creations",
+    url: apiRoot(ctx) + "/tasks/" + ctx.taskId + "/creations",
     method: "GET",
-    headers: { Accept: "application/json", Authorization: "Token " + ctx.apiKey },
+    headers: { Accept: "application/json", Authorization: authorization(ctx) },
   };
 }
 
diff --git a/plugins/tasks/xai/plugin.js b/plugins/tasks/xai/plugin.js
new file mode 100644
index 0000000..bf01441
--- /dev/null
+++ b/plugins/tasks/xai/plugin.js
@@ -0,0 +1,783 @@
+// xAI bills each output second by model and resolution, each input image, and
+// on grok-imagine-video each input video second of an edit or extension
+// (docs.x.ai/developers/models/<model>).
+const VIDEO_MODELS = {
+  // The only model that takes video input, so edits and extensions use it.
+  "grok-imagine-video": { resolutions: ["480p", "720p"], videoInput: true },
+  "grok-imagine-video-1.5": { resolutions: ["480p", "720p", "1080p"] },
+  "grok-imagine-video-1.5-lite": { resolutions: ["480p", "720p", "1080p"] },
+};
+
+const ASPECT_RATIOS = ["1:1", "16:9", "9:16", "4:3", "3:4", "3:2", "2:3"];
+const DEFAULT_RESOLUTION = "480p";
+const DEFAULT_DURATION = 8;
+const MAX_DURATION = 15;
+const DEFAULT_EXTENSION_SECONDS = 6;
+const MIN_EXTENSION_SECONDS = 2;
+const MAX_EXTENSION_SECONDS = 10;
+// Edits accept at most 8.7 seconds of input and return the same length.
+const MAX_EDIT_SECONDS = 9;
+// Extensions accept 2 to 15 seconds of input and return input plus extension.
+const MAX_EXTENSION_INPUT_SECONDS = 15;
+const MAX_REFERENCE_IMAGES = 7;
+const MAX_KEYFRAMES = 4;
+const MAX_REFERENCE_AUDIOS = 3;
+// Edits and extensions keep the input video's resolution, capped at 720p,
+// which neither the request nor the result reports: the cap is reserved and
+// the output file's MP4 header settles the resolution.
+const EDIT_RESOLUTION_CAP = "720p";
+
+const SECONDS_FIELD = {
+  type: "number",
+  unit: "second",
+  description: { en: "Video generation unit price", zh: "视频生成单价" },
+};
+const INPUT_IMAGES_FIELD = {
+  type: "number",
+  unit: "count",
+  unitLabel: { en: "image", zh: "张", "zh-TW": "張" },
+  description: { en: "Input image unit price", zh: "输入图片单价" },
+};
+const INPUT_VIDEO_SECONDS_FIELD = {
+  type: "number",
+  unit: "second",
+  description: { en: "Input video unit price", zh: "输入视频单价" },
+};
+// xAI still bills a request its moderation blocks ("Usage Guidelines
+// Violation Fee", docs.x.ai/developers/pricing), so such a task settles as
+// charged instead of refunded; this fact lets its price differ from a
+// delivered video.
+const MODERATED_FIELD = {
+  type: "boolean",
+  description: { en: "Blocked by content moderation", zh: "被内容审核拦截" },
+};
+const RESOLUTION_DESCRIPTION = { en: "Output video resolution", zh: "输出视频分辨率" };
+
+const GROK_IMAGINE_VIDEO_USAGE_SCHEMA = {
+  seconds: SECONDS_FIELD,
+  resolution: { enum: VIDEO_MODELS["grok-imagine-video"].resolutions, description: RESOLUTION_DESCRIPTION },
+  input_images: INPUT_IMAGES_FIELD,
+  input_video_seconds: INPUT_VIDEO_SECONDS_FIELD,
+  moderated: MODERATED_FIELD,
+};
+
+const GROK_IMAGINE_VIDEO_1_5_USAGE_SCHEMA = {
+  seconds: SECONDS_FIELD,
+  resolution: { enum: VIDEO_MODELS["grok-imagine-video-1.5"].resolutions, description: RESOLUTION_DESCRIPTION },
+  input_images: INPUT_IMAGES_FIELD,
+  moderated: MODERATED_FIELD,
+};
+
+export const meta = {
+  apiVersion: 1,
+  key: "xai",
+  name: "xAI",
+  icon: "XAI",
+  description: {
+    en: "xAI Grok Imagine video generation (text-to-video, image-to-video, reference-to-video, video editing, and video extension)",
+    zh: "xAI Grok Imagine 视频生成（文生视频、图生视频、参考生视频、视频编辑、视频延长）",
+  },
+  version: "1.1.0",
+  author: { name: "QuantumNous" },
+  channelTypes: [48], // xAI-type channels serve the video API with the same key
+  baseUrl: "https://api.x.ai",
+  // Result videos, whose headers settle the resolution of edits and extensions.
+  allowedHosts: ["vidgen.x.ai"],
+  models: Object.keys(VIDEO_MODELS),
+  fetchMode: "per_task",
+  upstreams: ["vendor", "new_api"],
+  // Fallback for a channel alias that resolves to more than one model: the
+  // union of every model's fields and resolutions.
+  usageSchema: Object.assign({}, GROK_IMAGINE_VIDEO_USAGE_SCHEMA, {
+    resolution: { enum: ["480p", "720p", "1080p"], description: RESOLUTION_DESCRIPTION },
+  }),
+  usageExamples: [
+    { label: "1.5 480p 8s", facts: { seconds: 8, resolution: "480p", input_images: 0, input_video_seconds: 0, moderated: false } },
+    { label: "1.5 1080p 8s · image", facts: { seconds: 8, resolution: "1080p", input_images: 1, input_video_seconds: 0, moderated: false } },
+    { label: "edit 8s · 720p", facts: { seconds: 8, resolution: "720p", input_images: 0, input_video_seconds: 8, moderated: false } },
+    { label: "480p 8s · blocked", facts: { seconds: 8, resolution: "480p", input_images: 0, input_video_seconds: 0, moderated: true } },
+  ],
+  usageProfiles: [
+    {
+      models: ["grok-imagine-video"],
+      schema: GROK_IMAGINE_VIDEO_USAGE_SCHEMA,
+      examples: [
+        { label: "480p 8s", facts: { seconds: 8, resolution: "480p", input_images: 0, input_video_seconds: 0, moderated: false } },
+        { label: "720p 8s · image", facts: { seconds: 8, resolution: "720p", input_images: 1, input_video_seconds: 0, moderated: false } },
+        { label: "edit 8s · 720p", facts: { seconds: 8, resolution: "720p", input_images: 0, input_video_seconds: 8, moderated: false } },
+        { label: "extend 8s + 6s · 480p", facts: { seconds: 6, resolution: "480p", input_images: 0, input_video_seconds: 8, moderated: false } },
+        { label: "480p 8s · blocked", facts: { seconds: 8, resolution: "480p", input_images: 0, input_video_seconds: 0, moderated: true } },
+      ],
+    },
+    {
+      models: ["grok-imagine-video-1.5", "grok-imagine-video-1.5-lite"],
+      schema: GROK_IMAGINE_VIDEO_1_5_USAGE_SCHEMA,
+      examples: [
+        { label: "480p 8s", facts: { seconds: 8, resolution: "480p", input_images: 0, moderated: false } },
+        { label: "720p 8s · image", facts: { seconds: 8, resolution: "720p", input_images: 1, moderated: false } },
+        { label: "1080p 15s", facts: { seconds: 15, resolution: "1080p", input_images: 0, moderated: false } },
+        { label: "480p 8s · blocked", facts: { seconds: 8, resolution: "480p", input_images: 0, moderated: true } },
+      ],
+    },
+  ],
+  routes: [
+    { method: "POST", path: "/xai/v1/videos/generations", type: "submit", decode: "createGeneration", render: "videoCreated" },
+    { method: "POST", path: "/xai/v1/videos/edits", type: "submit", decode: "createEdit", render: "videoCreated", models: ["grok-imagine-video"] },
+    { method: "POST", path: "/xai/v1/videos/extensions", type: "submit", decode: "createExtension", render: "videoCreated", models: ["grok-imagine-video"] },
+    { method: "GET", path: "/xai/v1/videos/:request_id", type: "query", taskIdParam: "request_id", render: "videoStatus" },
+  ],
+  protocols: [{ name: "openai_responses", supports: ["stream", "sync", "background"] }, "openai_video"],
+};
+
+function trimmed(value) {
+  return String(value || "").trim();
+}
+
+function plainObject(value) {
+  return value && typeof value === "object" && !Array.isArray(value) ? value : null;
+}
+
+// Another New API gateway serves the xAI wire format only on this plugin's
+// prefixed native routes.
+function apiRoot(ctx) {
+  return ctx.baseUrl + (ctx.upstream && ctx.upstream.kind === "new_api" ? "/xai" : "");
+}
+
+function videoModel(identity) {
+  const names = [identity.upstreamModel, identity.model].map(trimmed).filter(Boolean);
+  for (const name of names) {
+    if (VIDEO_MODELS[name]) return name;
+  }
+  throw new Error((names[0] || "model") + " is not a supported xAI video model");
+}
+
+function integerField(value, name, minimum, maximum) {
+  const number = typeof value === "string" && value.trim() !== "" ? Number(value) : value;
+  if (typeof number !== "number" || !Number.isInteger(number) || number < minimum || number > maximum)
+    throw new Error(name + " must be an integer between " + minimum + " and " + maximum);
+  return number;
+}
+
+// Media inputs are URLs, base64 data URLs, or host file placeholders. A
+// file_id would name a file in the gateway's own xAI account, which callers
+// must not reach.
+function mediaInput(value, name) {
+  const object = plainObject(value);
+  if (object && object.file_id !== undefined) throw new Error(name + " must be a URL; file_id is not supported");
+  const url = object ? (object.url !== undefined ? object.url : object.image_url) : value;
+  if (plainObject(url) && url.__fileRef) return { url: url };
+  if (typeof url === "string" && url.trim()) return { url: url.trim() };
+  throw new Error(name + " must be a URL or {url}");
+}
+
+function promptField(source, required) {
+  if (source.prompt !== undefined && source.prompt !== null && typeof source.prompt !== "string") throw new Error("prompt must be a string");
+  const prompt = trimmed(source.prompt);
+  if (required && !prompt) throw new Error("prompt is required");
+  return prompt;
+}
+
+// Fields every operation accepts. storage_options is never forwarded: it
+// stores the output in the gateway's xAI account.
+function commonFields(source, body) {
+  if (source.user !== undefined && source.user !== null) {
+    if (typeof source.user !== "string") throw new Error("user must be a string");
+    body.user = source.user;
+  }
+  if (source.output !== undefined && source.output !== null) {
+    const output = plainObject(source.output);
+    if (!output || typeof output.upload_url !== "string" || !output.upload_url.trim()) throw new Error("output.upload_url must be a URL");
+    body.output = { upload_url: output.upload_url.trim() };
+  }
+  return body;
+}
+
+// Validates a /v1/videos/generations request and keeps only documented
+// fields, so an unlisted field cannot carry a billable quantity past these
+// checks. Duration and resolution are always sent so the reserved charge
+// matches what xAI renders even if its defaults change.
+function generationRequest(source, identity) {
+  const model = videoModel(identity);
+  const image = source.image === undefined || source.image === null ? null : mediaInput(source.image, "image");
+  if (source.reference_images !== undefined && source.reference_images !== null && !Array.isArray(source.reference_images))
+    throw new Error("reference_images must be an array");
+  if ((source.reference_images || []).length > MAX_REFERENCE_IMAGES) throw new Error("reference_images accepts at most " + MAX_REFERENCE_IMAGES + " items");
+  const referenceImages = (source.reference_images || []).map(function (item, index) {
+    return mediaInput(item, "reference_images[" + index + "]");
+  });
+  const lastFrame = source.last_frame === undefined || source.last_frame === null ? null : mediaInput(source.last_frame, "last_frame");
+  if (source.keyframes !== undefined && source.keyframes !== null && !Array.isArray(source.keyframes)) throw new Error("keyframes must be an array");
+  const keyframes = (source.keyframes || []).map(function (keyframe, index) {
+    const object = plainObject(keyframe);
+    const timestamp = object ? Number(object.timestamp_s) : NaN;
+    if (!Number.isFinite(timestamp) || timestamp <= 0) throw new Error("keyframes[" + index + "].timestamp_s must be a positive number");
+    return { image: mediaInput(object.image, "keyframes[" + index + "].image"), timestamp_s: timestamp };
+  });
+  if (keyframes.length > MAX_KEYFRAMES) throw new Error("keyframes accepts at most " + MAX_KEYFRAMES + " items");
+  if (source.reference_audios !== undefined && source.reference_audios !== null && !Array.isArray(source.reference_audios))
+    throw new Error("reference_audios must be an array");
+  const referenceAudios = (source.reference_audios || []).map(function (audio, index) {
+    const object = plainObject(audio) || {};
+    if (typeof object.voice_id === "string" && object.voice_id.trim()) return { voice_id: object.voice_id.trim() };
+    if (typeof object.url === "string" && object.url.trim()) return { url: object.url.trim() };
+    throw new Error("reference_audios[" + index + "] must be {voice_id} or {url}");
+  });
+  if (referenceAudios.length > MAX_REFERENCE_AUDIOS) throw new Error("reference_audios accepts at most " + MAX_REFERENCE_AUDIOS + " items");
+
+  let action = "text_to_video";
+  if (referenceImages.length || referenceAudios.length) action = "reference_to_video";
+  else if (image || lastFrame || keyframes.length) action = "image_to_video";
+  const prompt = promptField(source, action !== "image_to_video");
+
+  const resolution = source.resolution === undefined || source.resolution === null ? DEFAULT_RESOLUTION : trimmed(source.resolution).toLowerCase();
+  const resolutions = VIDEO_MODELS[model].resolutions;
+  if (!resolutions.includes(resolution)) throw new Error(model + " resolution must be one of " + resolutions.join(", "));
+  if (action === "reference_to_video" && resolution === "1080p") throw new Error("reference-to-video supports resolution 480p or 720p");
+  const duration = source.duration === undefined || source.duration === null ? DEFAULT_DURATION : integerField(source.duration, "duration", 1, MAX_DURATION);
+
+  const body = { duration: duration, resolution: resolution };
+  if (prompt) body.prompt = prompt;
+  if (source.aspect_ratio !== undefined && source.aspect_ratio !== null) {
+    if (!ASPECT_RATIOS.includes(source.aspect_ratio)) throw new Error("aspect_ratio must be one of " + ASPECT_RATIOS.join(", "));
+    body.aspect_ratio = source.aspect_ratio;
+  }
+  if (image) body.image = image;
+  if (referenceImages.length) body.reference_images = referenceImages;
+  if (lastFrame) body.last_frame = lastFrame;
+  if (keyframes.length) body.keyframes = keyframes;
+  if (referenceAudios.length) body.reference_audios = referenceAudios;
+  if (source.generate_audio !== undefined && source.generate_audio !== null) {
+    if (typeof source.generate_audio !== "boolean") throw new Error("generate_audio must be a boolean");
+    body.generate_audio = source.generate_audio;
+  }
+  return { action: action, body: commonFields(source, body) };
+}
+
+// Edits and extensions take an input video; the output keeps its resolution
+// and aspect ratio, so those fields are not forwarded.
+function videoInputRequest(action, source, identity) {
+  const model = videoModel(identity);
+  if (!VIDEO_MODELS[model].videoInput) throw new Error("video editing and extension require grok-imagine-video");
+  const body = { prompt: promptField(source, true), video: mediaInput(source.video, "video") };
+  if (action === "video_extension") {
+    body.duration =
+      source.duration === undefined || source.duration === null
+        ? DEFAULT_EXTENSION_SECONDS
+        : integerField(source.duration, "duration", MIN_EXTENSION_SECONDS, MAX_EXTENSION_SECONDS);
+  }
+  return { action: action, body: commonFields(source, body) };
+}
+
+function videoRequest(action, source, identity) {
+  if (action === "video_edit" || action === "video_extension") return videoInputRequest(action, source, identity);
+  return generationRequest(generationSource(source), identity);
+}
+
+// OpenAI-style WIDTHxHEIGHT sizes select the nearest xAI aspect ratio and the
+// resolution of the shorter side.
+function sizeOptions(size) {
+  const text = trimmed(size).toLowerCase();
+  if (["480p", "720p", "1080p"].includes(text)) return { resolution: text };
+  const parts = text.replace("*", "x").split("x");
+  const width = Number(parts[0]);
+  const height = Number(parts[1]);
+  if (parts.length !== 2 || !(width > 0) || !(height > 0)) throw new Error("size must be WIDTHxHEIGHT or one of 480p, 720p, 1080p");
+  let aspectRatio = ASPECT_RATIOS[0];
+  let nearest = Infinity;
+  for (const ratio of ASPECT_RATIOS) {
+    const sides = ratio.split(":").map(Number);
+    const distance = Math.abs(Math.log(width / height) - Math.log(sides[0] / sides[1]));
+    if (distance < nearest) {
+      nearest = distance;
+      aspectRatio = ratio;
+    }
+  }
+  const shorter = Math.min(width, height);
+  return { aspect_ratio: aspectRatio, resolution: shorter >= 1080 ? "1080p" : shorter >= 720 ? "720p" : "480p" };
+}
+
+// Normalizes every request shape that reaches the driver: the canonical xAI
+// body, OpenAI video fields (seconds, size, input_reference), and the legacy
+// task shape (images, metadata) that host routes without a plugin decoder
+// pass through. Explicit xAI fields win over metadata and size.
+function generationSource(req) {
+  const source = Object.assign(
+    {},
+    plainObject(req.metadata) || {},
+    req.size === undefined || req.size === null || req.size === "" ? {} : sizeOptions(req.size),
+  );
+  for (const key of Object.keys(req)) {
+    if (req[key] !== undefined && req[key] !== null && req[key] !== "") source[key] = req[key];
+  }
+  if (source.duration === undefined && source.seconds !== undefined) source.duration = source.seconds;
+  if (source.image === undefined && source.input_reference !== undefined) source.image = source.input_reference;
+  const images = Array.isArray(req.images) ? req.images : [];
+  if (source.image === undefined && images.length === 1) source.image = images[0];
+  if (source.reference_images === undefined && images.length > 1) source.reference_images = images;
+  return source;
+}
+
+// A moderated output still reports done, with respect_moderation false and no URL.
+function filteredOutput(data) {
+  const video = plainObject(data) && data.status === "done" ? plainObject(data.video) : null;
+  return Boolean(video && video.respect_moderation === false);
+}
+
+// xAI reports the amount it billed on every video result. A failed result it
+// still billed is charged rather than refunded.
+function chargedFailure(data) {
+  const usage = plainObject(data) && data.status === "failed" ? plainObject(data.usage) : null;
+  return Boolean(usage && Number(usage.cost_in_usd_ticks) > 0);
+}
+
+function moderationNotice(data) {
+  if (filteredOutput(data)) return "The generated video was blocked by content moderation.";
+  if (!chargedFailure(data)) return "";
+  const error = plainObject(data.error);
+  return error && trimmed(error.message) ? trimmed(error.message) : "The request was blocked by content moderation.";
+}
+
+function videoURL(data) {
+  const video = plainObject(data) && data.status === "done" ? plainObject(data.video) : null;
+  return video && video.respect_moderation !== false ? trimmed(video.url) : "";
+}
+
+function failureReason(data) {
+  const error = plainObject(data && data.error);
+  return error && trimmed(error.message) ? trimmed(error.message) : "video generation failed";
+}
+
+function responsesInput(req) {
+  const texts = [],
+    images = [];
+  const input = req.input;
+  if (typeof input === "string") texts.push(input);
+  else if (Array.isArray(input)) {
+    for (const item of input) {
+      if (typeof item === "string") {
+        texts.push(item);
+        continue;
+      }
+      if (!item || typeof item !== "object" || Array.isArray(item)) continue;
+      const content = item.content === undefined ? [item] : Array.isArray(item.content) ? item.content : [item.content];
+      for (const part of content) {
+        if (typeof part === "string") {
+          texts.push(part);
+          continue;
+        }
+        if (!part || typeof part !== "object" || Array.isArray(part)) continue;
+        if (["input_text", "text"].includes(part.type) && typeof part.text === "string") texts.push(part.text);
+        if (["input_image", "image_url"].includes(part.type)) {
+          let image = part.image_url;
+          if (image && typeof image === "object") image = image.url;
+          if (trimmed(image)) images.push(trimmed(image));
+        }
+      }
+    }
+  }
+  return {
+    prompt: texts
+      .filter(function (text) {
+        return trimmed(text);
+      })
+      .join("\n"),
+    images: images,
+  };
+}
+
+function responsesVideoText(ctx, task) {
+  const notice = moderationNotice(task && task.data);
+  if (notice) return notice;
+  const artifact = ctx && ctx.artifacts && ctx.artifacts.video;
+  const url = trimmed(artifact && artifact.url);
+  if (!url) throw new Error("video artifact is unavailable");
+  const escaped = url.replace(/&/g, "&amp;").replace(/"/g, "&quot;").replace(/</g, "&lt;").replace(/>/g, "&gt;");
+  return '<video controls src="' + escaped + '"></video>';
+}
+
+function nativeRequest(ctx, action) {
+  if (!ctx.body || ctx.body.kind !== "json") throw new Error("JSON body required");
+  const body = plainObject(ctx.body.value);
+  if (!body) throw new Error("request body must be an object");
+  const model = typeof body.model === "string" ? body.model.trim() : "";
+  if (!model) throw new Error("model is required");
+  const request = videoRequest(action, body, { model: model });
+  return { kind: "submit", model: model, action: request.action, requestBody: Object.assign(request.body, { model: model }) };
+}
+
+export const native = {
+  createGeneration: function (ctx) {
+    return nativeRequest(ctx, "generation");
+  },
+  createEdit: function (ctx) {
+    return nativeRequest(ctx, "video_edit");
+  },
+  createExtension: function (ctx) {
+    return nativeRequest(ctx, "video_extension");
+  },
+  videoCreated: function (ctx, task) {
+    return { request_id: task.task_id };
+  },
+  videoStatus: function (ctx, task) {
+    const data = plainObject(task.data);
+    // The poller can fail a task whose last snapshot was still pending.
+    if (data && typeof data.status === "string" && !(task.status === "FAILURE" && data.status === "pending")) {
+      const output = Object.assign({}, data);
+      delete output.request_id;
+      // The gateway's upstream cost is not the caller's price.
+      delete output.usage;
+      // A billed failure settled as charged. Report it in xAI's moderated
+      // output shape so callers, including a downstream gateway running this
+      // plugin, see a charged result without the upstream cost.
+      if (task.status === "SUCCESS" && chargedFailure(data)) {
+        output.status = "done";
+        output.progress = 100;
+        output.video = { respect_moderation: false };
+      }
+      return output;
+    }
+    if (task.status === "FAILURE") return { status: "failed", error: { code: "internal_error", message: task.fail_reason || "video generation failed" } };
+    const progress = Number(String(task.progress || "0").replace("%", ""));
+    return { status: "pending", progress: Number.isFinite(progress) ? Math.min(Math.max(progress, 0), 99) : 0 };
+  },
+  error: function (ctx, error) {
+    return { error: { code: error.code, message: error.message } };
+  },
+};
+
+export function buildSubmitRequest(ctx) {
+  const request = videoRequest(ctx.action, ctx.requestBody || {}, ctx);
+  const paths = { video_edit: "/v1/videos/edits", video_extension: "/v1/videos/extensions" };
+  return {
+    url: apiRoot(ctx) + (paths[request.action] || "/v1/videos/generations"),
+    method: "POST",
+    headers: { "Content-Type": "application/json", Accept: "application/json", Authorization: "Bearer " + ctx.apiKey },
+    body: Object.assign({}, request.body, { model: ctx.upstreamModel || ctx.model }),
+    action: request.action,
+  };
+}
+
+export function parseSubmitResponse(ctx, resp) {
+  const body = plainObject(resp.body);
+  const taskId = body && typeof body.request_id === "string" ? body.request_id.trim() : "";
+  if (!taskId) throw new Error("xAI did not return a request_id");
+  const result = { taskId: taskId, taskData: body };
+  // The result reports only the total length, so completion needs the
+  // extension length to derive the input video seconds.
+  if (ctx.action === "video_extension") result.state = { extension_seconds: (ctx.requestBody || {}).duration || DEFAULT_EXTENSION_SECONDS };
+  return result;
+}
+
+export function extractUsage(ctx) {
+  const request = videoRequest(ctx.action, ctx.requestBody || {}, ctx);
+  const body = request.body;
+  const videoInput = VIDEO_MODELS[videoModel(ctx)].videoInput;
+  let facts;
+  if (request.action === "video_edit") {
+    // Input URLs expose neither duration nor resolution; reserve the
+    // documented maximum and the resolution cap, and settle on the result.
+    facts = { seconds: MAX_EDIT_SECONDS, resolution: EDIT_RESOLUTION_CAP, input_images: 0, input_video_seconds: MAX_EDIT_SECONDS };
+  } else if (request.action === "video_extension") {
+    facts = { seconds: body.duration, resolution: EDIT_RESOLUTION_CAP, input_images: 0, input_video_seconds: MAX_EXTENSION_INPUT_SECONDS };
+  } else {
+    const images = (body.image ? 1 : 0) + (body.reference_images || []).length + (body.last_frame ? 1 : 0) + (body.keyframes || []).length;
+    facts = { seconds: body.duration, resolution: body.resolution, input_images: images, input_video_seconds: 0 };
+  }
+  // Legacy per-call prices scale with the output length only.
+  if (ctx.usagePurpose === "billing_ratios") return { seconds: facts.seconds };
+  if (!videoInput) delete facts.input_video_seconds;
+  facts.moderated = false;
+  return facts;
+}
+
+export function buildQueryRequest(ctx) {
+  return {
+    url: apiRoot(ctx) + "/v1/videos/" + encodeURIComponent(ctx.taskId),
+    method: "GET",
+    headers: { Accept: "application/json", Authorization: "Bearer " + ctx.apiKey },
+  };
+}
+
+export function parseTaskResult(ctx, body, response) {
+  const data = plainObject(body);
+  // xAI answers 202 while the video renders.
+  if (!data && response && response.status === 202) return { status: "IN_PROGRESS" };
+  const status = data ? data.status : undefined;
+  if (status === "pending") {
+    const result = { status: "IN_PROGRESS" };
+    const progress = Number(data.progress);
+    if (progress > 0 && progress < 100) result.progress = progress + "%";
+    return result;
+  }
+  // A moderated output is done without a video. xAI still bills it, and only
+  // a SUCCESS task keeps its charge.
+  if (status === "done") {
+    const result = { status: "SUCCESS" };
+    // An edit or extension is billed by the resolution of its output, which
+    // only the file reveals; an unreadable file keeps the reserved cap.
+    if ((ctx.action === "video_edit" || ctx.action === "video_extension") && videoURL(data)) {
+      const resolution = outputResolution(videoURL(data));
+      if (resolution) result.state = Object.assign({}, plainObject(ctx.state) || {}, { output_resolution: resolution });
+    }
+    return result;
+  }
+  if (status === "failed") return chargedFailure(data) ? { status: "SUCCESS" } : { status: "FAILURE", reason: failureReason(data) };
+  if (status === "expired") return { status: "FAILURE", reason: "the video expired before it was retrieved" };
+  return { status: "UNKNOWN", reason: "unrecognized status: " + String(status || "") };
+}
+
+export function extractUsageOnComplete(task, result, body) {
+  // Legacy ratio pricing calls this hook without a poll body.
+  const data = plainObject(body);
+  if (!data || typeof data.status !== "string") return null;
+  const facts = {};
+  if (filteredOutput(data) || chargedFailure(data)) facts.moderated = true;
+  // The state this poll returned arrives with its result; earlier polls left
+  // theirs on the task.
+  const state = plainObject(result && result.plugin_state) || plainObject(task && task.state) || {};
+  if (VIDEO_MODELS["grok-imagine-video"].resolutions.includes(state.output_resolution)) facts.resolution = state.output_resolution;
+  const duration = Number(data.status === "done" && plainObject(data.video) ? data.video.duration : NaN);
+  if (!(duration > 0)) return facts;
+  const action = task && task.action;
+  if (action === "video_edit") {
+    facts.seconds = Math.min(duration, MAX_EDIT_SECONDS);
+    facts.input_video_seconds = facts.seconds;
+  } else if (action === "video_extension") {
+    // The extension length was reserved as seconds; the rest of the output is
+    // the input video.
+    const extension = Number(state.extension_seconds);
+    if (extension > 0) facts.input_video_seconds = Math.min(Math.max(duration - extension, 0), MAX_EXTENSION_INPUT_SECONDS);
+  } else {
+    facts.seconds = Math.min(duration, MAX_DURATION);
+  }
+  return facts;
+}
+
+// xAI bills the output of an edit or extension by its resolution but reports
+// neither it nor the source's, so the output's MP4 header is read: the moov
+// box, reached by stepping over the top-level boxes with ranged reads, holds a
+// tkhd per track with the track's size.
+const PROBE_READ_BYTES = 64 * 1024;
+const PROBE_MAX_BYTES = 1024 * 1024; // the utils.fetch body limit
+const PROBE_MAX_READS = 3; // utils.fetch allows 4 per hook call
+
+function outputResolution(url) {
+  try {
+    const track = videoTrack(url);
+    if (!track) return "";
+    return Math.min(track.width, track.height) > 480 ? "720p" : "480p";
+  } catch (_error) {
+    return "";
+  }
+}
+
+// Reads bytes [start, start + length) of the file. A server that ignores
+// Range answers 200 with the whole file, bounded by the fetch body limit.
+function readBytes(url, start, length) {
+  const response = utils.fetch({ url: url, headers: { Range: "bytes=" + start + "-" + (start + length - 1) }, responseType: "bytes" });
+  if (response.status !== 206 && response.status !== 200) throw new Error("HTTP " + response.status);
+  let first = 0;
+  if (response.status === 206) {
+    const range = /^bytes (\d+)-/.exec(response.headers["Content-Range"] || "");
+    first = range ? Number(range[1]) : start;
+  }
+  return { start: first, bytes: new Uint8Array(response.body) };
+}
+
+function be32(bytes, offset) {
+  return bytes[offset] * 16777216 + bytes[offset + 1] * 65536 + bytes[offset + 2] * 256 + bytes[offset + 3];
+}
+
+// An ISO BMFF box header: a 32-bit size and a four-character type, with a
+// 64-bit size following when the size is 1; a size of 0 reaches end.
+function boxHeader(bytes, offset, end) {
+  if (offset + 8 > end) return null;
+  let size = be32(bytes, offset);
+  let header = 8;
+  if (size === 1) {
+    if (offset + 16 > end) return null;
+    size = be32(bytes, offset + 8) * 4294967296 + be32(bytes, offset + 12);
+    header = 16;
+  }
+  const open = size === 0;
+  if (open) size = end - offset;
+  if (size < header) return null;
+  return { type: String.fromCharCode(bytes[offset + 4], bytes[offset + 5], bytes[offset + 6], bytes[offset + 7]), size: size, header: header, open: open };
+}
+
+function videoTrack(url) {
+  let reads = 0;
+  let chunk = { start: 0, bytes: new Uint8Array(0) };
+  const read = function (start, length) {
+    if (reads >= PROBE_MAX_READS) throw new Error("too many reads");
+    reads++;
+    chunk = readBytes(url, start, length);
+  };
+  let offset = 0;
+  for (let i = 0; i < 32; i++) {
+    if (offset < chunk.start || offset + 16 > chunk.start + chunk.bytes.length) read(offset, PROBE_READ_BYTES);
+    let local = offset - chunk.start;
+    let box = local >= 0 ? boxHeader(chunk.bytes, local, chunk.bytes.length) : null;
+    if (!box) return null;
+    if (box.type !== "moov") {
+      offset += box.size;
+      continue;
+    }
+    if (box.open || local + box.size > chunk.bytes.length) {
+      read(offset, box.open ? PROBE_MAX_BYTES : Math.min(box.size, PROBE_MAX_BYTES));
+      local = offset - chunk.start;
+      box = local >= 0 ? boxHeader(chunk.bytes, local, chunk.bytes.length) : null;
+      if (!box) return null;
+    }
+    return moovVideoTrack(chunk.bytes, local + box.header, Math.min(local + box.size, chunk.bytes.length));
+  }
+  return null;
+}
+
+// The largest track with a size is the video; audio tracks have none.
+function moovVideoTrack(bytes, start, end) {
+  let best = null;
+  let offset = start;
+  while (true) {
+    const box = boxHeader(bytes, offset, end);
+    if (!box || offset + box.size > end) return best;
+    if (box.type === "trak") {
+      const track = trackSize(bytes, offset + box.header, offset + box.size);
+      if (track && (!best || track.width * track.height > best.width * best.height)) best = track;
+    }
+    offset += box.size;
+  }
+}
+
+// tkhd stores the track's width and height as 16.16 fixed-point numbers after
+// fields whose size depends on its version.
+function trackSize(bytes, start, end) {
+  let offset = start;
+  while (true) {
+    const box = boxHeader(bytes, offset, end);
+    if (!box || offset + box.size > end) return null;
+    if (box.type === "tkhd") {
+      const fields = offset + box.header;
+      const width = fields + 4 + (bytes[fields] === 1 ? 84 : 72);
+      if (width + 8 > offset + box.size) return null;
+      const track = { width: bytes[width] * 256 + bytes[width + 1], height: bytes[width + 4] * 256 + bytes[width + 5] };
+      return track.width > 0 && track.height > 0 ? track : null;
+    }
+    offset += box.size;
+  }
+}
+
+export function listArtifacts(task) {
+  return task.status === "SUCCESS" && videoURL(task.data) ? [{ key: "video", type: "video", mimeType: "video/mp4" }] : [];
+}
+
+export function buildContentRequest(ctx) {
+  if (ctx.artifactKey !== "video") throw new Error("artifact_not_found");
+  const url = videoURL(ctx.data);
+  if (!url) throw new Error("artifact_not_found");
+  return { url: url, method: ctx.clientRequest.method, credentialless: true };
+}
+
+export const protocols = {
+  openai_responses: {
+    decodeRequest: function (ctx) {
+      if (!ctx.body || ctx.body.kind !== "json") throw new Error("JSON body required");
+      const req = ctx.body.value;
+      if (!req || typeof req !== "object" || Array.isArray(req)) throw new Error("request body must be an object");
+      const model = trimmed(req.model);
+      if (!model) throw new Error("model is required");
+      if (req.input !== undefined && typeof req.input !== "string" && !Array.isArray(req.input)) throw new Error("input must be a string or array");
+      if (req.images !== undefined && !Array.isArray(req.images)) throw new Error("images must be an array");
+      if (req.metadata !== undefined && (!req.metadata || typeof req.metadata !== "object" || Array.isArray(req.metadata)))
+        throw new Error("metadata must be an object");
+      const input = responsesInput(req);
+      const images = [];
+      for (const image of [req.image, req.input_reference].concat(req.images || [], input.images)) {
+        if (typeof image === "string" && image.trim() && !images.includes(image.trim())) images.push(image.trim());
+      }
+      // metadata carries xAI-only fields such as keyframes or generate_audio.
+      const source = { prompt: input.prompt || trimmed(req.prompt), images: images };
+      for (const key of ["metadata", "seconds", "duration", "size", "aspect_ratio", "resolution"]) {
+        if (req[key] !== undefined) source[key] = req[key];
+      }
+      if (!source.prompt && !images.length) throw new Error("input is required");
+      const request = videoRequest("generation", source, { upstreamModel: ctx.upstreamModel, model: model });
+      return { kind: "submit", model: model, action: request.action, requestBody: Object.assign(request.body, { model: model }) };
+    },
+    renderEvents: function (ctx, task, previousState) {
+      const status = String(task.status || "UNKNOWN").toUpperCase();
+      const value = Number(String(task.progress || "").replace("%", ""));
+      const progress = Number.isFinite(value) && value >= 0 && value <= 100 ? value : null;
+      const state = { status: status, progress: progress };
+      if (status === "SUCCESS") {
+        const text = responsesVideoText(ctx, task);
+        const events = previousState && previousState.status === status ? [] : [{ type: "output", data: text }];
+        return { events: events, state: state, done: true };
+      }
+      if (status === "FAILURE")
+        return { events: [{ type: "error", code: "task_failed", message: task.fail_reason || "task failed" }], state: state, done: true };
+      if (previousState && previousState.status === status && previousState.progress === progress) return { events: [], state: state, done: false };
+      const event = { type: "progress", message: status.toLowerCase() };
+      if (progress !== null) event.progress = progress;
+      return { events: [event], state: state, done: false };
+    },
+    renderFinal: function (ctx, task) {
+      return {
+        output: [
+          {
+            type: "message",
+            status: "completed",
+            role: "assistant",
+            content: [{ type: "output_text", text: responsesVideoText(ctx, task), annotations: [], logprobs: [] }],
+          },
+        ],
+        metadata: { vendor: "xai" },
+      };
+    },
+  },
+  openai_video: {
+    decodeRequest: function (ctx) {
+      if (!ctx.body || (ctx.body.kind !== "json" && ctx.body.kind !== "multipart")) throw new Error("JSON or multipart body required");
+      let req;
+      if (ctx.body.kind === "json") {
+        req = plainObject(ctx.body.value);
+        if (!req) throw new Error("JSON object required");
+      } else {
+        req = {};
+        const fields = ctx.body.fields || {};
+        for (const name of Object.keys(fields)) {
+          if (fields[name].length > 1) throw new Error(name + " must be provided once");
+          req[name] = fields[name][0];
+        }
+        if (req.generate_audio !== undefined) {
+          if (req.generate_audio !== "true" && req.generate_audio !== "false") throw new Error("generate_audio must be true or false");
+          req.generate_audio = req.generate_audio === "true";
+        }
+        const files = ctx.body.files || [];
+        for (const file of files) {
+          if (file.field !== "input_reference") throw new Error("unexpected file field: " + file.field);
+        }
+        if (files.length > 1) throw new Error("input_reference must be provided once");
+        if (files.length) req.input_reference = { url: { __fileRef: files[0].ref, encoding: "dataUrl" } };
+      }
+      const request = videoRequest("generation", req, { upstreamModel: ctx.upstreamModel, model: ctx.model });
+      return { kind: "submit", model: ctx.model, action: request.action, requestBody: Object.assign(request.body, { model: ctx.model }) };
+    },
+    // The host owns id, status, progress, and timestamps; a moderated video
+    // reports completed (it is charged) and explains the missing content here.
+    render: function (ctx, task) {
+      const data = plainObject(task.data) || {};
+      const output = { object: "video" };
+      const seconds = Number(plainObject(data.video) ? data.video.duration : NaN);
+      if (seconds > 0) output.seconds = String(seconds);
+      const notice = task.status === "SUCCESS" ? moderationNotice(data) : "";
+      if (notice) output.error = { code: "moderation_blocked", message: notice };
+      if (task.status === "FAILURE")
+        output.error = {
+          code: trimmed(plainObject(data.error) && data.error.code) || "video_generation_failed",
+          message: task.fail_reason || failureReason(data),
+        };
+      return output;
+    },
+  },
+};
diff --git a/plugins/vertex_ai_responses_test.go b/plugins/vertex_ai_responses_test.go
index bbed8cf..5409e58 100644
--- a/plugins/vertex_ai_responses_test.go
+++ b/plugins/vertex_ai_responses_test.go
@@ -201,3 +201,80 @@ func decodePluginValue(t *testing.T, value any) map[string]any {
 	require.NoError(t, common.Unmarshal(encoded, &decoded))
 	return decoded
 }
+
+// A New API channel reaches Vertex AI through another gateway's /vertex-ai
+// route, which runs the request in the gateway's own project. Operation names
+// carry the caller's path and the gateway task id, never the gateway's project,
+// and fetchPredictOperation on such a name reads that gateway task.
+func TestVertexAIThroughNewAPIGateway(t *testing.T) {
+	source, err := builtinplugins.Source("vertex-ai")
+	require.NoError(t, err)
+	plugin, err := jsplugin.NewRegistry().RegisterFactory(source, jsplugin.Options{Key: "vertex-ai"})
+	require.NoError(t, err)
+	call := func(export string, members []string, args ...any) map[string]any {
+		t.Helper()
+		value, err := plugin.Engine.CallPath(t.Context(), export, members, args...)
+		require.NoError(t, err)
+		return decodePluginValue(t, value)
+	}
+	const veo = "veo-3.0-generate-001"
+	const route = "https://gateway.example/vertex-ai/v1/projects/-/locations/global/publishers/google/models/" + veo
+	gateway := map[string]any{"kind": "new_api"}
+	gatewayAuth := map[string]any{"authHeader": "Bearer sk-gateway"}
+
+	downstream := map[string]any{
+		"requestBody": map[string]any{"model": veo, "prompt": "p", "duration": 6, "images": []any{"data:image/png;base64,aGVsbG8="},
+			"metadata": map[string]any{"resolution": "1080p", "generateAudio": false}},
+		"model": veo, "upstreamModel": veo, "baseUrl": "https://gateway.example", "apiKey": "sk-gateway",
+		"authHeader": "Bearer sk-gateway", "auth": gatewayAuth, "upstream": gateway,
+	}
+	sent := call("buildSubmitRequest", nil, downstream)
+	assert.Equal(t, route+":predictLongRunning", sent["url"])
+	assert.Equal(t, map[string]any{"Accept": "application/json", "Content-Type": "application/json", "Authorization": "Bearer sk-gateway"}, sent["headers"])
+
+	submitParams := map[string]any{"project": "-", "location": "global", "model": veo + ":predictLongRunning"}
+	intent := call("native", []string{"modelMethod"}, map[string]any{"params": submitParams, "body": map[string]any{"kind": "json", "value": sent["body"]}})
+	assert.Equal(t, "submit", intent["kind"])
+	assert.Equal(t, sent["action"], intent["action"])
+	upstream := map[string]any{"requestBody": intent["requestBody"], "model": veo, "upstreamModel": veo, "baseUrl": "https://aiplatform.example",
+		"authHeader": "Bearer ya29.vendor", "auth": map[string]any{"authHeader": "Bearer ya29.vendor", "projectId": "gateway-project"},
+		"upstream": map[string]any{"kind": "vendor"}}
+	forwarded := call("buildSubmitRequest", nil, upstream)
+	assert.Equal(t, "https://aiplatform.example/v1/projects/gateway-project/locations/global/publishers/google/models/"+veo+":predictLongRunning", forwarded["url"])
+	assert.Equal(t, "gateway-project", forwarded["headers"].(map[string]any)["x-goog-user-project"])
+	assert.Equal(t, sent["body"], forwarded["body"])
+	assert.Equal(t, call("extractUsage", nil, downstream), call("extractUsage", nil, upstream))
+
+	vendorOperation := "projects/gateway-project/locations/us-central1/publishers/google/models/" + veo + "/operations/op-private"
+	created := call("native", []string{"operation"}, map[string]any{"params": submitParams},
+		map[string]any{"task_id": "task_pub", "status": "SUBMITTED", "data": map[string]any{"name": vendorOperation}})
+	assert.Equal(t, map[string]any{"name": "projects/-/locations/global/publishers/google/models/" + veo + "/operations/task_pub"}, created)
+	upstreamTaskID := call("parseSubmitResponse", nil, map[string]any{}, map[string]any{"body": created})["taskId"]
+	query := call("buildQueryRequest", nil, map[string]any{"taskId": upstreamTaskID, "baseUrl": "https://gateway.example",
+		"authHeader": "Bearer sk-gateway", "auth": gatewayAuth, "upstream": gateway})
+	assert.Equal(t, route+":fetchPredictOperation", query["url"])
+	fetchParams := map[string]any{"project": "-", "location": "global", "model": veo + ":fetchPredictOperation"}
+	assert.Equal(t, map[string]any{"kind": "query", "taskIds": []any{"task_pub"}},
+		call("native", []string{"modelMethod"}, map[string]any{"params": fetchParams, "body": map[string]any{"kind": "json", "value": query["body"]}}))
+
+	for _, tc := range []struct {
+		name       string
+		task       map[string]any
+		wantStatus string
+		wantReason string
+	}{
+		{"running", map[string]any{"status": "IN_PROGRESS", "data": map[string]any{"name": vendorOperation}}, "IN_PROGRESS", ""},
+		{"succeeded", map[string]any{"status": "SUCCESS", "data": map[string]any{"name": vendorOperation, "done": true,
+			"response": map[string]any{"videos": []any{map[string]any{"mimeType": "video/mp4"}}}}}, "SUCCESS", ""},
+		{"failed by the gateway poller", map[string]any{"status": "FAILURE", "fail_reason": "task timed out", "data": map[string]any{"name": vendorOperation}}, "FAILURE", "task timed out"},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			tc.task["task_id"] = "task_pub"
+			rendered := call("native", []string{"operation"}, map[string]any{"params": fetchParams}, []any{tc.task})
+			assert.Equal(t, "projects/-/locations/global/publishers/google/models/"+veo+"/operations/task_pub", rendered["name"])
+			result := call("parseTaskResult", nil, map[string]any{}, rendered)
+			assert.Equal(t, tc.wantStatus, result["status"])
+			assert.Equal(t, tc.wantReason, common.Interface2String(result["reason"]))
+		})
+	}
+}
diff --git a/plugins/vidu_responses_test.go b/plugins/vidu_responses_test.go
index fcd528c..369777e 100644
--- a/plugins/vidu_responses_test.go
+++ b/plugins/vidu_responses_test.go
@@ -1,6 +1,15 @@
 package plugins_test
 
-import "testing"
+import (
+	"strings"
+	"testing"
+
+	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/pkg/jsplugin"
+	builtinplugins "github.com/QuantumNous/new-api/plugins"
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/require"
+)
 
 func TestViduResponsesProtocol(t *testing.T) {
 	testVideoResponsesProtocol(t, videoResponsesTestCase{
@@ -29,3 +38,120 @@ func TestViduResponsesProtocol(t *testing.T) {
 		wantVendorName:      "vidu",
 	})
 }
+
+// metadata carries Vidu's other fields but cannot replace the model, duration
+// or resolution the request is billed for.
+func TestViduMetadataCannotChangeWhatIsBilled(t *testing.T) {
+	source, err := builtinplugins.Source("vidu")
+	require.NoError(t, err)
+	plugin, err := jsplugin.NewRegistry().RegisterFactory(source, jsplugin.Options{Key: "vidu"})
+	require.NoError(t, err)
+	ctx := map[string]any{"baseUrl": "https://api.vidu.example", "apiKey": "vendor-key", "model": "vidu1.5", "upstreamModel": "vidu1.5",
+		"requestBody": map[string]any{"model": "vidu1.5", "prompt": "p", "duration": 4, "resolution": "360p",
+			"metadata": map[string]any{"model": "viduq2", "duration": 8, "resolution": "1080p", "seed": 7}}}
+	descriptor, err := plugin.Engine.Call(t.Context(), "buildSubmitRequest", ctx)
+	require.NoError(t, err)
+	usage, err := plugin.Engine.Call(t.Context(), "extractUsage", ctx)
+	require.NoError(t, err)
+	body := decodePluginValue(t, descriptor)["body"].(map[string]any)
+	assert.Equal(t, map[string]any{"duration": float64(4), "resolution": "360p"}, decodePluginValue(t, usage))
+	assert.Equal(t, "vidu1.5", body["model"])
+	assert.Equal(t, float64(4), body["duration"])
+	assert.Equal(t, "360p", body["resolution"])
+	assert.Equal(t, float64(7), body["seed"])
+}
+
+// A New API channel reaches Vidu through another gateway's /vidu routes. The
+// gateway rebuilds the request this driver sent, so Vidu receives one body and
+// both gateways bill the same facts, and the gateway's task reads back as the
+// same state and credits.
+func TestViduThroughNewAPIGateway(t *testing.T) {
+	source, err := builtinplugins.Source("vidu")
+	require.NoError(t, err)
+	plugin, err := jsplugin.NewRegistry().RegisterFactory(source, jsplugin.Options{Key: "vidu"})
+	require.NoError(t, err)
+	call := func(export string, members []string, args ...any) map[string]any {
+		t.Helper()
+		value, err := plugin.Engine.CallPath(t.Context(), export, members, args...)
+		require.NoError(t, err)
+		return decodePluginValue(t, value)
+	}
+	gateway := map[string]any{"kind": "new_api"}
+
+	for _, tc := range []struct {
+		name        string
+		requestBody map[string]any
+		route       string
+	}{
+		{
+			name: "text to video with vendor fields",
+			requestBody: map[string]any{"model": "viduq2", "prompt": "p", "duration": 8, "size": "1280x720",
+				"metadata": map[string]any{"bgm": true, "seed": 7, "aspect_ratio": "9:16"}},
+			route: "/vidu/ent/v2/text2video",
+		},
+		{
+			name: "two reference images stay a reference request",
+			requestBody: map[string]any{"model": "viduq2", "prompt": "p", "images": []any{"https://cdn.example/a.png", "https://cdn.example/b.png"},
+				"metadata": map[string]any{"action": "referenceGenerate"}},
+			route: "/vidu/ent/v2/reference2video",
+		},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			downstream := map[string]any{"requestBody": tc.requestBody, "model": "viduq2", "upstreamModel": "viduq2",
+				"baseUrl": "https://gateway.example", "apiKey": "sk-gateway", "upstream": gateway}
+			sent := call("buildSubmitRequest", nil, downstream)
+			assert.Equal(t, "https://gateway.example"+tc.route, sent["url"])
+			assert.Equal(t, map[string]any{"Accept": "application/json", "Content-Type": "application/json", "Authorization": "Bearer sk-gateway"}, sent["headers"])
+
+			intent := call("native", []string{"createTask"}, map[string]any{"path": tc.route, "body": map[string]any{"kind": "json", "value": sent["body"]}})
+			assert.Equal(t, sent["action"], intent["action"])
+			upstream := map[string]any{"requestBody": intent["requestBody"], "model": "viduq2", "upstreamModel": "viduq2",
+				"baseUrl": "https://api.vidu.example", "apiKey": "vendor-key", "upstream": map[string]any{"kind": "vendor"}}
+			forwarded := call("buildSubmitRequest", nil, upstream)
+			assert.Equal(t, "https://api.vidu.example"+strings.TrimPrefix(tc.route, "/vidu"), forwarded["url"])
+			assert.Equal(t, sent["body"], forwarded["body"])
+			assert.Equal(t, call("extractUsage", nil, downstream), call("extractUsage", nil, upstream))
+		})
+	}
+
+	created := call("native", []string{"taskCreated"}, map[string]any{}, map[string]any{"task_id": "task_pub", "status": "SUBMITTED",
+		"data": map[string]any{"task_id": "task_pub", "state": "created", "credits": 10}})
+	assert.Equal(t, "task_pub", call("parseSubmitResponse", nil, map[string]any{}, map[string]any{"body": created})["taskId"])
+
+	video := "https://cdn.vidu.example/v.mp4"
+	for _, tc := range []struct {
+		name       string
+		task       map[string]any
+		wantStatus string
+		wantReason string
+	}{
+		{
+			name: "before the first poll", wantStatus: "SUBMITTED",
+			task: map[string]any{"status": "SUBMITTED", "data": map[string]any{"task_id": "task_pub", "state": "created", "credits": 10}},
+		},
+		{
+			name: "succeeded", wantStatus: "SUCCESS",
+			task: map[string]any{"status": "SUCCESS", "data": map[string]any{"id": "task_pub", "state": "success", "credits": 12,
+				"creations": []any{map[string]any{"id": "c1", "url": video}}}},
+		},
+		{
+			name: "failed by the gateway poller", wantStatus: "FAILURE", wantReason: "task timed out",
+			task: map[string]any{"status": "FAILURE", "fail_reason": "task timed out", "data": map[string]any{"id": "task_pub", "state": "processing"}},
+		},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			tc.task["task_id"] = "task_pub"
+			rendered := call("native", []string{"taskStatus"}, map[string]any{}, tc.task)
+			result := call("parseTaskResult", nil, map[string]any{}, rendered)
+			assert.Equal(t, tc.wantStatus, result["status"])
+			assert.Equal(t, tc.wantReason, common.Interface2String(result["reason"]))
+			if tc.wantStatus != "SUCCESS" {
+				return
+			}
+			assert.Equal(t, map[string]any{"credits": float64(12)}, call("extractUsageOnComplete", nil, nil, nil, rendered))
+			content := call("buildContentRequest", nil, map[string]any{"artifactKey": "video", "data": rendered, "upstream": gateway,
+				"clientRequest": map[string]any{"method": "GET", "headers": map[string]any{}}})
+			assert.Equal(t, map[string]any{"url": video, "method": "GET", "credentialless": true}, content)
+		})
+	}
+}
diff --git a/plugins/xai_responses_test.go b/plugins/xai_responses_test.go
new file mode 100644
index 0000000..3c538db
--- /dev/null
+++ b/plugins/xai_responses_test.go
@@ -0,0 +1,484 @@
+package plugins_test
+
+import (
+	"bytes"
+	"encoding/binary"
+	"fmt"
+	"net/http"
+	"net/http/httptest"
+	"testing"
+	"time"
+
+	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/model"
+	"github.com/QuantumNous/new-api/pkg/billingexpr"
+	"github.com/QuantumNous/new-api/pkg/jsplugin"
+	builtinplugins "github.com/QuantumNous/new-api/plugins"
+	"github.com/QuantumNous/new-api/relay/channel"
+	taskplugin "github.com/QuantumNous/new-api/relay/channel/task/jsplugin"
+	relaycommon "github.com/QuantumNous/new-api/relay/common"
+	"github.com/QuantumNous/new-api/service"
+	"github.com/QuantumNous/new-api/setting/billing_setting"
+	"github.com/gin-gonic/gin"
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/require"
+)
+
+func newXAIPlugin(t *testing.T) *jsplugin.LoadedPlugin {
+	t.Helper()
+	source, err := builtinplugins.Source("xai")
+	require.NoError(t, err)
+	plugin, err := jsplugin.NewRegistry().RegisterFactory(source, jsplugin.Options{Key: "xai"})
+	require.NoError(t, err)
+	return plugin
+}
+
+func callXAI(t *testing.T, plugin *jsplugin.LoadedPlugin, path []string, args ...any) (map[string]any, error) {
+	t.Helper()
+	var value any
+	var err error
+	if len(path) == 1 {
+		value, err = plugin.Engine.Call(t.Context(), path[0], args...)
+	} else {
+		value, err = plugin.Engine.CallPath(t.Context(), path[0], path[1:], args...)
+	}
+	if err != nil || value == nil {
+		return nil, err
+	}
+	return alibabaObject(t, value), nil
+}
+
+func TestXAIResponsesProtocol(t *testing.T) {
+	testVideoResponsesProtocol(t, videoResponsesTestCase{
+		pluginKey: "xai",
+		model:     "grok-imagine-video-1.5",
+		requestBody: map[string]any{
+			"model": "grok-imagine-video-1.5",
+			"input": []any{map[string]any{"role": "user", "content": []any{
+				map[string]any{"type": "input_text", "text": "a fox runs through snow"},
+				map[string]any{"type": "input_image", "image_url": "https://cdn.example/fox.png"},
+			}}},
+			"seconds": 10,
+			"size":    "1280x720",
+		},
+		wantAction: "image_to_video",
+		wantRequest: map[string]any{
+			"model":        "grok-imagine-video-1.5",
+			"prompt":       "a fox runs through snow",
+			"image":        map[string]any{"url": "https://cdn.example/fox.png"},
+			"duration":     float64(10),
+			"resolution":   "720p",
+			"aspect_ratio": "16:9",
+		},
+		wantUsageKeys:       []string{"input_images", "input_video_seconds", "moderated", "resolution", "seconds"},
+		wantSubmitUsageKeys: []string{"input_images", "moderated", "resolution", "seconds"},
+		wantVendorName:      "xai",
+	})
+}
+
+// xAI still bills a generation its moderation blocks, and the host refunds
+// every FAILURE task in full, so a blocked video must settle as a charged
+// SUCCESS. The flow runs through the production adaptor and settlement
+// evaluator with a price an administrator can save.
+func TestXAIModeratedVideoKeepsItsCharge(t *testing.T) {
+	plugin := newXAIPlugin(t)
+	const videoModel = "grok-imagine-video-1.5"
+	const expression = `u("moderated") == true ? tier("blocked", 0.05 + u("seconds") * 0) : ` +
+		`u("resolution") == "1080p" ? tier("1080p", u("seconds") * 0.25 + u("input_images") * 0.01) : ` +
+		`u("resolution") == "720p" ? tier("720p", u("seconds") * 0.14 + u("input_images") * 0.01) : ` +
+		`tier("480p", u("seconds") * 0.08 + u("input_images") * 0.01)`
+	schema, _ := plugin.Meta.UsageForModel(videoModel)
+	require.NoError(t, billing_setting.SmokeTestTaskExpr(expression, schema))
+
+	info := &relaycommon.RelayInfo{
+		ChannelMeta:     &relaycommon.ChannelMeta{ChannelBaseUrl: "https://api.x.ai", ApiKey: "xai-key", UpstreamModelName: videoModel},
+		OriginModelName: videoModel,
+		TaskRelayInfo:   &relaycommon.TaskRelayInfo{PublicTaskID: "task_public", Action: "image_to_video"},
+	}
+	adaptor := taskplugin.New(plugin)
+	adaptor.Init(info)
+	c, _ := gin.CreateTestContext(httptest.NewRecorder())
+	c.Request = httptest.NewRequest(http.MethodPost, "/v1/videos", nil)
+	c.Set("task_request", map[string]any{"model": videoModel, "prompt": "a fox", "input_reference": "https://cdn.example/fox.png", "seconds": "8", "size": "1280x720"})
+	require.Nil(t, adaptor.ValidateRequestAndSetAction(c, info))
+	facts, err := adaptor.ExtractUsageFactsValidated(c, info)
+	require.NoError(t, err)
+	assert.Equal(t, map[string]any{"seconds": float64(8), "resolution": "720p", "input_images": float64(1), "moderated": false}, facts)
+	_, trace, err := billingexpr.RunExprWithRequest(expression, billingexpr.TokenParams{}, billingexpr.RequestInput{Usage: facts})
+	require.NoError(t, err)
+	assert.Equal(t, "720p", trace.MatchedTier)
+	snapshot := &billingexpr.BillingSnapshot{
+		BillingMode: billing_setting.BillingModeTieredExpr, ModelName: videoModel, ExprString: expression, ExprHash: billingexpr.ExprHashString(expression),
+		GroupRatio: 1, QuotaPerUnit: 500000, ExprVersion: billingexpr.ExprVersion(expression), TaskUsageBilling: true, UsageFacts: facts,
+	}
+
+	for _, tc := range []struct {
+		name         string
+		httpStatus   int
+		body         string
+		wantStatus   string
+		wantProgress string
+		wantReason   string
+		wantFacts    map[string]any
+		wantTier     string
+		wantQuota    int
+		wantVideo    bool
+	}{
+		{name: "still rendering", httpStatus: http.StatusAccepted, body: ``, wantStatus: "IN_PROGRESS"},
+		{name: "progress", httpStatus: http.StatusOK, body: `{"status":"pending","progress":42}`, wantStatus: "IN_PROGRESS", wantProgress: "42%"},
+		{
+			name: "delivered video settles on its length", httpStatus: http.StatusOK,
+			body:       `{"status":"done","progress":100,"model":"grok-imagine-video-1.5","video":{"url":"https://vidgen.x.ai/v.mp4","duration":6,"respect_moderation":true},"usage":{"cost_in_usd_ticks":8500000000}}`,
+			wantStatus: "SUCCESS", wantFacts: map[string]any{"seconds": float64(6)}, wantTier: "720p", wantQuota: 425000, wantVideo: true,
+		},
+		{
+			name: "moderated output is charged", httpStatus: http.StatusOK,
+			body:       `{"status":"done","progress":100,"video":{"url":"","duration":8,"respect_moderation":false},"usage":{"cost_in_usd_ticks":11200000000}}`,
+			wantStatus: "SUCCESS", wantFacts: map[string]any{"seconds": float64(8), "moderated": true}, wantTier: "blocked", wantQuota: 25000,
+		},
+		{
+			name: "failure xAI billed is charged", httpStatus: http.StatusOK,
+			body:       `{"status":"failed","error":{"code":"invalid_argument","message":"Content blocked by moderation"},"usage":{"cost_in_usd_ticks":500000000}}`,
+			wantStatus: "SUCCESS", wantFacts: map[string]any{"moderated": true}, wantTier: "blocked", wantQuota: 25000,
+		},
+		{
+			name: "unbilled failure is refunded", httpStatus: http.StatusOK,
+			body:       `{"status":"failed","error":{"code":"internal_error","message":"engine crashed"},"usage":{"cost_in_usd_ticks":0}}`,
+			wantStatus: "FAILURE", wantReason: "engine crashed",
+		},
+		{name: "expired result", httpStatus: http.StatusOK, body: `{"status":"expired"}`, wantStatus: "FAILURE", wantReason: "the video expired before it was retrieved"},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			task := &model.Task{
+				TaskID: "task_public", Action: "image_to_video", Data: []byte(tc.body),
+				Properties: model.Properties{OriginModelName: videoModel, UpstreamModelName: videoModel},
+			}
+			result, err := adaptor.ParseTaskResult(task, &http.Response{StatusCode: tc.httpStatus, Header: make(http.Header)}, []byte(tc.body))
+			require.NoError(t, err)
+			assert.Equal(t, tc.wantStatus, result.Status)
+			assert.Equal(t, tc.wantProgress, result.Progress)
+			assert.Equal(t, tc.wantReason, result.Reason)
+			if tc.wantStatus == "IN_PROGRESS" {
+				return
+			}
+			// A downstream New API gateway polls this task's native status
+			// route, which omits usage, and must settle on the same facts.
+			var data any
+			require.NoError(t, common.UnmarshalJsonStr(tc.body, &data))
+			native, err := plugin.Engine.CallPath(t.Context(), "native", []string{"videoStatus"}, map[string]any{},
+				map[string]any{"task_id": "task_public", "status": result.Status, "fail_reason": result.Reason, "data": data})
+			require.NoError(t, err)
+			nativeBody, err := common.Marshal(native)
+			require.NoError(t, err)
+			assert.NotContains(t, string(nativeBody), "cost_in_usd_ticks")
+			downstream, err := adaptor.ParseTaskResult(task, &http.Response{StatusCode: http.StatusOK, Header: make(http.Header)}, nativeBody)
+			require.NoError(t, err)
+			assert.Equal(t, result.Status, downstream.Status)
+			assert.Equal(t, result.UsageFacts, downstream.UsageFacts)
+			if tc.wantStatus != "SUCCESS" {
+				return
+			}
+			assert.Equal(t, tc.wantFacts, result.UsageFacts)
+			settled, _, err := service.EvaluateTaskCompletionUsage(snapshot, result.UsageFacts)
+			require.NoError(t, err)
+			assert.Equal(t, tc.wantTier, settled.MatchedTier)
+			assert.Equal(t, tc.wantQuota, settled.ActualQuotaAfterGroup)
+
+			task.Status = model.TaskStatusSuccess
+			artifacts, err := adaptor.ListArtifacts(task)
+			require.NoError(t, err)
+			if !tc.wantVideo {
+				assert.Empty(t, artifacts, "a blocked result has no video to proxy")
+				return
+			}
+			assert.Equal(t, []channel.TaskArtifact{{Key: "video", Type: "video", MimeType: "video/mp4"}}, artifacts)
+			content, err := adaptor.BuildContentRequest(t.Context(), task, "video", channel.TaskArtifactClientRequest{Method: http.MethodGet})
+			require.NoError(t, err)
+			assert.Equal(t, "https://vidgen.x.ai/v.mp4", content.URL)
+		})
+	}
+}
+
+func TestXAIVideoRequests(t *testing.T) {
+	plugin := newXAIPlugin(t)
+	referenceImages := []any{map[string]any{"url": "https://cdn.example/a.png"}, map[string]any{"url": "https://cdn.example/b.png"}}
+	inputVideo := map[string]any{"url": "https://cdn.example/in.mp4"}
+	jsonBody := func(value map[string]any) map[string]any { return map[string]any{"kind": "json", "value": value} }
+
+	for _, tc := range []struct {
+		name      string
+		decoder   []string
+		ctx       map[string]any
+		wantModel string
+		wantPath  string
+		wantBody  map[string]any
+		wantFacts map[string]any
+	}{
+		{
+			name:    "reference images keep only documented fields",
+			decoder: []string{"native", "createGeneration"},
+			ctx: map[string]any{"body": jsonBody(map[string]any{
+				"model": "grok-imagine-video-1.5", "prompt": "<IMAGE_0> meets <IMAGE_1>", "reference_images": referenceImages, "resolution": "720p",
+				"user": "end-user", "n": 4, "storage_options": map[string]any{"filename": "out.mp4"},
+			})},
+			wantModel: "grok-imagine-video-1.5",
+			wantPath:  "/v1/videos/generations",
+			wantBody: map[string]any{
+				"model": "grok-imagine-video-1.5", "prompt": "<IMAGE_0> meets <IMAGE_1>", "reference_images": referenceImages,
+				"duration": float64(8), "resolution": "720p", "user": "end-user",
+			},
+			wantFacts: map[string]any{"seconds": float64(8), "resolution": "720p", "input_images": float64(2), "moderated": false},
+		},
+		{
+			name:    "edit reserves the longest input and drops output settings",
+			decoder: []string{"native", "createEdit"},
+			ctx: map[string]any{"body": jsonBody(map[string]any{
+				"model": "grok-imagine-video", "prompt": "make it snow", "video": inputVideo, "duration": 5, "resolution": "720p",
+			})},
+			wantModel: "grok-imagine-video",
+			wantPath:  "/v1/videos/edits",
+			wantBody:  map[string]any{"model": "grok-imagine-video", "prompt": "make it snow", "video": inputVideo},
+			wantFacts: map[string]any{"seconds": float64(9), "resolution": "720p", "input_images": float64(0), "input_video_seconds": float64(9), "moderated": false},
+		},
+		{
+			name:    "extension bills the added seconds",
+			decoder: []string{"native", "createExtension"},
+			ctx: map[string]any{"body": jsonBody(map[string]any{
+				"model": "grok-imagine-video", "prompt": "keep walking", "video": inputVideo, "duration": 4,
+			})},
+			wantModel: "grok-imagine-video",
+			wantPath:  "/v1/videos/extensions",
+			wantBody:  map[string]any{"model": "grok-imagine-video", "prompt": "keep walking", "video": inputVideo, "duration": float64(4)},
+			wantFacts: map[string]any{"seconds": float64(4), "resolution": "720p", "input_images": float64(0), "input_video_seconds": float64(15), "moderated": false},
+		},
+		{
+			name:    "OpenAI multipart upload becomes the first frame",
+			decoder: []string{"protocols", "openai_video", "decodeRequest"},
+			ctx: map[string]any{"model": "grok-imagine-video", "body": map[string]any{
+				"kind":   "multipart",
+				"fields": map[string]any{"prompt": []any{"a cat"}, "seconds": []any{"6"}, "size": []any{"720x1280"}},
+				"files":  []any{map[string]any{"ref": "request_file:input_reference", "field": "input_reference", "filename": "cat.png", "mimeType": "image/png", "size": 10}},
+			}},
+			wantModel: "grok-imagine-video",
+			wantPath:  "/v1/videos/generations",
+			wantBody: map[string]any{
+				"model": "grok-imagine-video", "prompt": "a cat", "duration": float64(6), "resolution": "720p", "aspect_ratio": "9:16",
+				"image": map[string]any{"url": map[string]any{"__fileRef": "request_file:input_reference", "encoding": "dataUrl"}},
+			},
+			wantFacts: map[string]any{"seconds": float64(6), "resolution": "720p", "input_images": float64(1), "input_video_seconds": float64(0), "moderated": false},
+		},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			intent, err := callXAI(t, plugin, tc.decoder, tc.ctx)
+			require.NoError(t, err)
+			assert.Equal(t, tc.wantModel, intent["model"])
+			driver := map[string]any{
+				"model": tc.wantModel, "upstreamModel": tc.wantModel, "action": intent["action"], "requestBody": intent["requestBody"],
+				"baseUrl": "https://api.x.ai", "apiKey": "xai-key", "upstream": map[string]any{"kind": "vendor"},
+			}
+			descriptor, err := callXAI(t, plugin, []string{"buildSubmitRequest"}, driver)
+			require.NoError(t, err)
+			assert.Equal(t, "https://api.x.ai"+tc.wantPath, descriptor["url"])
+			assert.Equal(t, tc.wantBody, descriptor["body"])
+			facts, err := callXAI(t, plugin, []string{"extractUsage"}, driver)
+			require.NoError(t, err)
+			assert.Equal(t, tc.wantFacts, facts)
+		})
+	}
+
+	t.Run("legacy task shape reaches the driver undecoded", func(t *testing.T) {
+		descriptor, err := callXAI(t, plugin, []string{"buildSubmitRequest"}, map[string]any{
+			"model": "grok-imagine-video-1.5", "action": "text_to_video", "baseUrl": "https://api.x.ai", "apiKey": "xai-key",
+			"requestBody": map[string]any{"prompt": "two cats", "images": []any{"https://cdn.example/a.png", "https://cdn.example/b.png"}, "seconds": "5", "size": "480p", "metadata": map[string]any{"generate_audio": false}},
+		})
+		require.NoError(t, err)
+		assert.Equal(t, "reference_to_video", descriptor["action"])
+		assert.Equal(t, map[string]any{
+			"model": "grok-imagine-video-1.5", "prompt": "two cats", "reference_images": referenceImages,
+			"duration": float64(5), "resolution": "480p", "generate_audio": false,
+		}, descriptor["body"])
+	})
+
+	t.Run("completion settles edit and extension lengths", func(t *testing.T) {
+		parsed, err := callXAI(t, plugin, []string{"parseSubmitResponse"}, map[string]any{"action": "video_extension", "requestBody": map[string]any{"duration": 4}}, map[string]any{"body": map[string]any{"request_id": "req-1"}})
+		require.NoError(t, err)
+		assert.Equal(t, map[string]any{"extension_seconds": float64(4)}, parsed["state"])
+		done := map[string]any{"status": "done", "video": map[string]any{"url": "https://vidgen.x.ai/v.mp4", "duration": 12, "respect_moderation": true}}
+		facts, err := callXAI(t, plugin, []string{"extractUsageOnComplete"}, map[string]any{"action": "video_extension", "state": parsed["state"]}, map[string]any{"status": "SUCCESS"}, done)
+		require.NoError(t, err)
+		assert.Equal(t, map[string]any{"input_video_seconds": float64(8)}, facts)
+		facts, err = callXAI(t, plugin, []string{"extractUsageOnComplete"}, map[string]any{"action": "video_edit"}, map[string]any{"status": "SUCCESS"}, done)
+		require.NoError(t, err)
+		assert.Equal(t, map[string]any{"seconds": float64(9), "input_video_seconds": float64(9)}, facts)
+	})
+
+	for _, tc := range []struct {
+		name    string
+		decoder string
+		body    map[string]any
+		wantErr string
+	}{
+		{"edits need the video-input model", "createEdit", map[string]any{"model": "grok-imagine-video-1.5", "prompt": "x", "video": inputVideo}, "video editing and extension require grok-imagine-video"},
+		{"model without 1080p", "createGeneration", map[string]any{"model": "grok-imagine-video", "prompt": "x", "resolution": "1080p"}, "grok-imagine-video resolution must be one of 480p, 720p"},
+		{"reference-to-video is capped at 720p", "createGeneration", map[string]any{"model": "grok-imagine-video-1.5", "prompt": "x", "reference_images": referenceImages, "resolution": "1080p"}, "reference-to-video supports resolution 480p or 720p"},
+		{"duration bound", "createGeneration", map[string]any{"model": "grok-imagine-video-1.5", "prompt": "x", "duration": 16}, "duration must be an integer between 1 and 15"},
+		{"extension bound", "createExtension", map[string]any{"model": "grok-imagine-video", "prompt": "x", "video": inputVideo, "duration": 11}, "duration must be an integer between 2 and 10"},
+		{"gateway files are unreachable", "createGeneration", map[string]any{"model": "grok-imagine-video-1.5", "image": map[string]any{"file_id": "file-1"}}, "image must be a URL; file_id is not supported"},
+		{"reference image limit", "createGeneration", map[string]any{"model": "grok-imagine-video-1.5", "prompt": "x", "reference_images": []any{"a", "b", "c", "d", "e", "f", "g", "h"}}, "reference_images accepts at most 7 items"},
+		{"text-to-video needs a prompt", "createGeneration", map[string]any{"model": "grok-imagine-video-1.5"}, "prompt is required"},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			_, err := callXAI(t, plugin, []string{"native", tc.decoder}, map[string]any{"body": jsonBody(tc.body)})
+			require.ErrorContains(t, err, tc.wantErr)
+		})
+	}
+}
+
+// Clients see why a charged task has no video, and a downstream gateway
+// running this plugin reads the native status as charged too.
+func TestXAIModeratedTaskPresentation(t *testing.T) {
+	plugin := newXAIPlugin(t)
+	billedFailure := map[string]any{
+		"status": "failed", "error": map[string]any{"code": "invalid_argument", "message": "Content blocked by moderation"},
+		"usage": map[string]any{"cost_in_usd_ticks": 500000000},
+	}
+	status, err := callXAI(t, plugin, []string{"native", "videoStatus"}, map[string]any{}, map[string]any{"task_id": "task_public", "status": "SUCCESS", "data": billedFailure})
+	require.NoError(t, err)
+	assert.Equal(t, map[string]any{
+		"status": "done", "progress": float64(100), "video": map[string]any{"respect_moderation": false},
+		"error": map[string]any{"code": "invalid_argument", "message": "Content blocked by moderation"},
+	}, status, "the upstream cost is not exposed")
+	downstream, err := callXAI(t, plugin, []string{"parseTaskResult"}, map[string]any{}, status, map[string]any{"status": 200})
+	require.NoError(t, err)
+	assert.Equal(t, "SUCCESS", downstream["status"])
+	facts, err := callXAI(t, plugin, []string{"extractUsageOnComplete"}, map[string]any{"action": "text_to_video"}, downstream, status)
+	require.NoError(t, err)
+	assert.Equal(t, map[string]any{"moderated": true}, facts)
+
+	stalled, err := callXAI(t, plugin, []string{"native", "videoStatus"}, map[string]any{}, map[string]any{"task_id": "task_public", "status": "FAILURE", "fail_reason": "poll failures", "data": map[string]any{"status": "pending", "progress": 10}})
+	require.NoError(t, err)
+	assert.Equal(t, map[string]any{"status": "failed", "error": map[string]any{"code": "internal_error", "message": "poll failures"}}, stalled)
+
+	filtered := map[string]any{"task_id": "task_public", "status": "SUCCESS", "data": map[string]any{"status": "done", "video": map[string]any{"url": "", "duration": 8, "respect_moderation": false}}}
+	video, err := callXAI(t, plugin, []string{"protocols", "openai_video", "render"}, map[string]any{}, filtered)
+	require.NoError(t, err)
+	assert.Equal(t, map[string]any{
+		"object": "video", "seconds": "8",
+		"error": map[string]any{"code": "moderation_blocked", "message": "The generated video was blocked by content moderation."},
+	}, video)
+	final, err := callXAI(t, plugin, []string{"protocols", "openai_responses", "renderFinal"}, map[string]any{}, filtered)
+	require.NoError(t, err)
+	encoded, err := common.Marshal(final["output"])
+	require.NoError(t, err)
+	assert.Contains(t, string(encoded), "blocked by content moderation", "renderFinal explains the missing video instead of failing on the absent artifact")
+}
+
+// An edit or extension keeps its source's resolution, which xAI never
+// reports, so the plugin reserves the 720p cap and reads the output file's
+// MP4 header to settle on the resolution xAI bills.
+func TestXAIEditSettlesOnOutputResolution(t *testing.T) {
+	service.InitHttpClient()
+	plugin := newXAIPlugin(t)
+	const videoModel = "grok-imagine-video"
+	box := func(kind string, payload ...[]byte) []byte {
+		body := bytes.Join(payload, nil)
+		header := make([]byte, 8)
+		binary.BigEndian.PutUint32(header, uint32(8+len(body)))
+		copy(header[4:], kind)
+		return append(header, body...)
+	}
+	tkhd := func(version byte, width, height uint16) []byte {
+		fields := 72
+		if version == 1 {
+			fields = 84
+		}
+		payload := make([]byte, 4+fields+8)
+		payload[0] = version
+		binary.BigEndian.PutUint16(payload[4+fields:], width)
+		binary.BigEndian.PutUint16(payload[4+fields+4:], height)
+		return box("tkhd", payload)
+	}
+	ftyp := box("ftyp", []byte("isom\x00\x00\x02\x00isomiso2mp41"))
+	// moov first, as in a streaming-friendly file; the audio track has no size.
+	faststart := bytes.Join([][]byte{ftyp, box("moov", box("mvhd", make([]byte, 100)), box("trak", tkhd(0, 0, 0)), box("trak", tkhd(1, 1280, 720))), box("mdat", make([]byte, 1000))}, nil)
+	// moov after a media box longer than the first read.
+	mdat := box("mdat", make([]byte, 300<<10))
+	tail := bytes.Join([][]byte{ftyp, mdat, box("moov", box("trak", tkhd(0, 854, 480)))}, nil)
+	var ranges []string
+	server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		switch r.URL.Path {
+		case "/faststart.mp4": // ignores Range
+			_, _ = w.Write(faststart)
+		case "/tail.mp4":
+			ranges = append(ranges, r.Header.Get("Range"))
+			http.ServeContent(w, r, "tail.mp4", time.Time{}, bytes.NewReader(tail))
+		case "/text.mp4":
+			_, _ = w.Write([]byte("not a video"))
+		default:
+			w.WriteHeader(http.StatusForbidden)
+		}
+	}))
+	defer server.Close()
+
+	const expression = `u("resolution") == "720p" ? tier("720p", u("seconds") * 0.07 + u("input_video_seconds") * 0.01) : ` +
+		`tier("480p", u("seconds") * 0.05 + u("input_video_seconds") * 0.01)`
+	schema, _ := plugin.Meta.UsageForModel(videoModel)
+	require.NoError(t, billing_setting.SmokeTestTaskExpr(expression, schema))
+	info := &relaycommon.RelayInfo{
+		ChannelMeta:     &relaycommon.ChannelMeta{ChannelBaseUrl: server.URL, ApiKey: "xai-key", UpstreamModelName: videoModel},
+		OriginModelName: videoModel,
+		TaskRelayInfo:   &relaycommon.TaskRelayInfo{PublicTaskID: "task_public", Action: "video_extension"},
+	}
+	adaptor := taskplugin.New(plugin)
+	adaptor.Init(info)
+	c, _ := gin.CreateTestContext(httptest.NewRecorder())
+	c.Request = httptest.NewRequest(http.MethodPost, "/xai/v1/videos/extensions", nil)
+	c.Set("task_request", map[string]any{"model": videoModel, "prompt": "keep walking", "video": map[string]any{"url": "https://cdn.example/in.mp4"}, "duration": 6})
+	require.Nil(t, adaptor.ValidateRequestAndSetAction(c, info))
+	reserved, err := adaptor.ExtractUsageFactsValidated(c, info)
+	require.NoError(t, err)
+	assert.Equal(t, map[string]any{"seconds": float64(6), "resolution": "720p", "input_images": float64(0), "input_video_seconds": float64(15), "moderated": false}, reserved)
+	snapshot := &billingexpr.BillingSnapshot{
+		BillingMode: billing_setting.BillingModeTieredExpr, ModelName: videoModel, ExprString: expression, ExprHash: billingexpr.ExprHashString(expression),
+		GroupRatio: 1, QuotaPerUnit: 500000, ExprVersion: billingexpr.ExprVersion(expression), TaskUsageBilling: true, UsageFacts: reserved,
+	}
+
+	for _, tc := range []struct {
+		name           string
+		path           string
+		wantResolution string
+		wantTier       string
+		wantQuota      int
+	}{
+		{name: "a file served whole settles on its 720p track", path: "/faststart.mp4", wantResolution: "720p", wantTier: "720p", wantQuota: 250000},
+		{name: "a moov after the media is read by Range", path: "/tail.mp4", wantResolution: "480p", wantTier: "480p", wantQuota: 190000},
+		{name: "a file that is not MP4 keeps the reserved cap", path: "/text.mp4", wantTier: "720p", wantQuota: 250000},
+		{name: "an unreadable file keeps the reserved cap", path: "/missing.mp4", wantTier: "720p", wantQuota: 250000},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			body := `{"status":"done","progress":100,"video":{"url":"` + server.URL + tc.path + `","duration":14,"respect_moderation":true}}`
+			task := &model.Task{
+				TaskID: "task_public", Action: "video_extension", Data: []byte(body),
+				Properties:  model.Properties{OriginModelName: videoModel, UpstreamModelName: videoModel},
+				PrivateData: model.TaskPrivateData{PluginState: []byte(`{"extension_seconds":6}`)},
+			}
+			result, err := adaptor.ParseTaskResult(task, &http.Response{StatusCode: http.StatusOK, Header: make(http.Header)}, []byte(body))
+			require.NoError(t, err)
+			assert.Equal(t, "SUCCESS", result.Status)
+			wantFacts := map[string]any{"input_video_seconds": float64(8)}
+			if tc.wantResolution == "" {
+				assert.Empty(t, result.PluginState)
+			} else {
+				wantFacts["resolution"] = tc.wantResolution
+				assert.JSONEq(t, `{"extension_seconds":6,"output_resolution":"`+tc.wantResolution+`"}`, string(result.PluginState))
+			}
+			assert.Equal(t, wantFacts, result.UsageFacts)
+			settled, _, err := service.EvaluateTaskCompletionUsage(snapshot, result.UsageFacts)
+			require.NoError(t, err)
+			assert.Equal(t, tc.wantTier, settled.MatchedTier)
+			assert.Equal(t, tc.wantQuota, settled.ActualQuotaAfterGroup)
+		})
+	}
+	moov := len(ftyp) + len(mdat)
+	assert.Equal(t, []string{"bytes=0-65535", fmt.Sprintf("bytes=%d-%d", moov, moov+65535)}, ranges, "the file is read in pieces, never whole")
+}
diff --git a/relay/alpha_search_handler.go b/relay/alpha_search_handler.go
index 246eebe..52af861 100644
--- a/relay/alpha_search_handler.go
+++ b/relay/alpha_search_handler.go
@@ -101,18 +101,7 @@ func AlphaSearchHelper(c *gin.Context, info *relaycommon.RelayInfo) (newAPIError
 	}
 
 	// Upstream alpha search returns no usage; bill one web_search_preview call.
-	if info.ResponsesUsageInfo == nil {
-		info.ResponsesUsageInfo = &relaycommon.ResponsesUsageInfo{
-			BuiltInTools: make(map[string]*relaycommon.BuildInToolInfo),
-		}
-	}
-	if info.ResponsesUsageInfo.BuiltInTools == nil {
-		info.ResponsesUsageInfo.BuiltInTools = make(map[string]*relaycommon.BuildInToolInfo)
-	}
-	info.ResponsesUsageInfo.BuiltInTools[dto.BuildInToolWebSearchPreview] = &relaycommon.BuildInToolInfo{
-		ToolName:  dto.BuildInToolWebSearchPreview,
-		CallCount: 1,
-	}
+	info.SetBillableToolCount(dto.BuildInToolWebSearchPreview, 1)
 
 	usage := &dto.Usage{}
 	service.PostTextConsumeQuota(c, info, usage, nil)
diff --git a/relay/alpha_search_handler_test.go b/relay/alpha_search_handler_test.go
index 5847bad..412b009 100644
--- a/relay/alpha_search_handler_test.go
+++ b/relay/alpha_search_handler_test.go
@@ -1,9 +1,20 @@
 package relay
 
 import (
+	"io"
+	"net/http"
+	"net/http/httptest"
+	"strings"
 	"testing"
 
 	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/constant"
+	"github.com/QuantumNous/new-api/pkg/billingexpr"
+	relaycommon "github.com/QuantumNous/new-api/relay/common"
+	"github.com/QuantumNous/new-api/relay/helper"
+	"github.com/QuantumNous/new-api/relaykit/types"
+	"github.com/QuantumNous/new-api/service"
+	"github.com/gin-gonic/gin"
 	"github.com/stretchr/testify/assert"
 	"github.com/stretchr/testify/require"
 )
@@ -45,3 +56,109 @@ func TestBuildAlphaSearchRequestBodyNoMappingKeepsRawBytes(t *testing.T) {
 	require.NoError(t, err)
 	assert.Equal(t, raw, out)
 }
+
+type recordedSettlement struct {
+	settled  []int
+	refunded bool
+}
+
+func (s *recordedSettlement) Settle(quota int) error {
+	s.settled = append(s.settled, quota)
+	return nil
+}
+func (s *recordedSettlement) Refund(*gin.Context)    { s.refunded = true }
+func (*recordedSettlement) NeedsRefund() bool        { return false }
+func (*recordedSettlement) GetPreConsumedQuota() int { return 0 }
+func (*recordedSettlement) Reserve(int) error        { return nil }
+
+// /v1/tools/search and /v1/tools/fetch follow /v1/alpha/search: the raw body
+// reaches /v1/tools/* unchanged and the response returns unchanged. With only
+// the built-in prices, a response DeepSeek bills (results, page content)
+// settles one call at the routing name's request price and no tokens, an
+// empty one releases the reservation, an upstream error keeps its status, and
+// a channel that cannot relay the endpoint fails retryably without sending
+// anything.
+func TestDeepSeekToolsHelper(t *testing.T) {
+	service.InitHttpClient()
+	gin.SetMode(gin.TestMode)
+	batch, logConsume := common.BatchUpdateEnabled, common.LogConsumeEnabled
+	common.BatchUpdateEnabled, common.LogConsumeEnabled = true, false
+	t.Cleanup(func() { common.BatchUpdateEnabled, common.LogConsumeEnabled = batch, logConsume })
+
+	const search, fetch = "/v1/tools/search", "/v1/tools/fetch"
+	const results = `{"results":[{"title":"DeepSeek","url":"https://deepseek.com/","rerank_score":2.1}]}`
+	tests := []struct {
+		name, path, body, response string
+		channelType, status        int
+		settled                    []int
+		refunded                   bool
+	}{
+		{name: "search with results", path: search, body: `{"query":"deepseek","count":2,"future_field":{"nested":true}}`,
+			response: results, channelType: constant.ChannelTypeDeepSeek, status: http.StatusOK, settled: []int{375}},
+		{name: "search without results", path: search, body: `{"query":"site:none.invalid deepseek"}`,
+			response: `{"results":[]}`, channelType: constant.ChannelTypeDeepSeek, status: http.StatusOK, refunded: true},
+		{name: "fetch with page content", path: fetch, body: `{"url":"https://example.com/"}`,
+			response: `{"title":"Example Domain","content":"# Example Domain"}`, channelType: constant.ChannelTypeDeepSeek, status: http.StatusOK, settled: []int{375}},
+		{name: "fetch failure keeps its status", path: fetch, body: `{"url":"https://example.com/missing"}`,
+			response:    `{"error":{"message":"failed to fetch URL","type":"not_found_error","param":null,"code":"invalid_request_error"}}`,
+			channelType: constant.ChannelTypeDeepSeek, status: http.StatusNotFound},
+		{name: "search through a New API channel", path: search, body: `{"query":"deepseek"}`,
+			response: results, channelType: constant.ChannelTypeNewAPI, status: http.StatusOK, settled: []int{375}},
+		{name: "channel without the endpoint", path: search, body: `{"query":"deepseek"}`, channelType: constant.ChannelTypeOpenAI},
+	}
+	for _, tc := range tests {
+		t.Run(tc.name, func(t *testing.T) {
+			var gotPath string
+			var gotBody []byte
+			upstream := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+				gotPath = r.URL.Path
+				gotBody, _ = io.ReadAll(r.Body)
+				w.Header().Set("Content-Type", "application/json")
+				w.WriteHeader(tc.status)
+				_, _ = io.WriteString(w, tc.response)
+			}))
+			t.Cleanup(upstream.Close)
+			recorder := httptest.NewRecorder()
+			c, _ := gin.CreateTestContext(recorder)
+			c.Request = httptest.NewRequest(http.MethodPost, tc.path, strings.NewReader(tc.body))
+			c.Request.Header.Set("Content-Type", "application/json")
+			routingName := map[string]string{search: constant.DeepSeekSearchModel, fetch: constant.DeepSeekFetchModel}[tc.path]
+			common.SetContextKey(c, constant.ContextKeyOriginalModel, routingName)
+			common.SetContextKey(c, constant.ContextKeyUsingGroup, "default")
+			common.SetContextKey(c, constant.ContextKeyUserGroup, "default")
+			common.SetContextKey(c, constant.ContextKeyChannelType, tc.channelType)
+			common.SetContextKey(c, constant.ContextKeyChannelBaseUrl, upstream.URL)
+			common.SetContextKey(c, constant.ContextKeyChannelKey, "sk-test")
+
+			request, err := helper.GetAndValidateRequest(c, types.RelayFormatDeepSeekTools)
+			require.NoError(t, err)
+			info, err := relaycommon.GenRelayInfo(c, types.RelayFormatDeepSeekTools, request, nil)
+			require.NoError(t, err)
+			info.BillingRequestInput = &billingexpr.RequestInput{Body: []byte(tc.body)}
+			_, err = helper.ModelPriceHelper(c, info, 0, request.GetTokenCountMeta())
+			require.NoError(t, err, "the routing name is priced out of the box")
+			settlement := &recordedSettlement{}
+			info.Billing = settlement
+
+			apiErr := DeepSeekToolsHelper(c, info)
+			if tc.status == 0 {
+				require.NotNil(t, apiErr)
+				assert.False(t, types.IsSkipRetryError(apiErr))
+				assert.Empty(t, gotPath)
+				return
+			}
+			assert.Equal(t, tc.path, gotPath)
+			assert.Equal(t, tc.body, string(gotBody))
+			assert.Equal(t, tc.settled, settlement.settled)
+			assert.Equal(t, tc.refunded, settlement.refunded)
+			if tc.status != http.StatusOK {
+				require.NotNil(t, apiErr)
+				assert.Equal(t, tc.status, apiErr.StatusCode)
+				return
+			}
+			require.Nil(t, apiErr)
+			assert.Equal(t, tc.status, recorder.Code)
+			assert.Equal(t, tc.response, recorder.Body.String())
+		})
+	}
+}
diff --git a/relay/audio_handler.go b/relay/audio_handler.go
index bb9ff84..3be8f8b 100644
--- a/relay/audio_handler.go
+++ b/relay/audio_handler.go
@@ -68,7 +68,7 @@ func AudioHelper(c *gin.Context, info *relaycommon.RelayInfo) (newAPIError *type
 		return newAPIError
 	}
 	if usage.(*dto.Usage).CompletionTokenDetails.AudioTokens > 0 || usage.(*dto.Usage).PromptTokensDetails.AudioTokens > 0 {
-		service.PostAudioConsumeQuota(c, info, usage.(*dto.Usage), "")
+		service.PostAudioConsumeQuota(c, info, usage.(*dto.Usage), nil)
 	} else {
 		service.PostTextConsumeQuota(c, info, usage.(*dto.Usage), nil)
 	}
diff --git a/relay/channel/adapter.go b/relay/channel/adapter.go
index 5826e0e..b06f13e 100644
--- a/relay/channel/adapter.go
+++ b/relay/channel/adapter.go
@@ -1,6 +1,7 @@
 package channel
 
 import (
+	"context"
 	"io"
 	"net/http"
 
@@ -114,7 +115,7 @@ type TaskContentRequest struct {
 }
 
 type TaskContentRequestProvider interface {
-	BuildContentRequest(task *model.Task, artifactKey string, clientRequest TaskArtifactClientRequest) (*TaskContentRequest, error)
+	BuildContentRequest(ctx context.Context, task *model.Task, artifactKey string, clientRequest TaskArtifactClientRequest) (*TaskContentRequest, error)
 }
 
 type TaskUsageFactsProvider interface {
diff --git a/relay/channel/advancedcustom/adaptor.go b/relay/channel/advancedcustom/adaptor.go
index 9f21e3a..272c598 100644
--- a/relay/channel/advancedcustom/adaptor.go
+++ b/relay/channel/advancedcustom/adaptor.go
@@ -78,6 +78,8 @@ func (a *Adaptor) ConvertClaudeRequest(c *gin.Context, info *relaycommon.RelayIn
 		return a.claudeAdaptor.ConvertClaudeRequest(c, info, request)
 	case relayconvert.ConverterClaudeMessagesToOpenAIChat:
 		return a.convertCrossProtocolChatRequest(c, info, converter, request)
+	case relayconvert.ConverterClaudeMessagesToOpenAIResponses:
+		return convertCrossProtocolResponsesRequest(c, info, converter, request)
 	default:
 		return nil, fmt.Errorf("converter %q does not support Anthropic Messages requests", converter)
 	}
@@ -94,6 +96,8 @@ func (a *Adaptor) ConvertGeminiRequest(c *gin.Context, info *relaycommon.RelayIn
 		return a.geminiAdaptor.ConvertGeminiRequest(c, info, request)
 	case relayconvert.ConverterGeminiContentToOpenAIChat:
 		return a.convertCrossProtocolChatRequest(c, info, converter, request)
+	case relayconvert.ConverterGeminiContentToOpenAIResponses:
+		return convertCrossProtocolResponsesRequest(c, info, converter, request)
 	default:
 		return nil, fmt.Errorf("converter %q does not support Gemini generateContent requests", converter)
 	}
@@ -296,7 +300,10 @@ func (a *Adaptor) DoResponse(c *gin.Context, resp *http.Response, info *relaycom
 		return a.geminiAdaptor.DoResponse(c, resp, info)
 	case relayconvert.ConverterOpenAIResponsesToGemini:
 		return a.geminiAdaptor.DoResponse(c, resp, info)
-	case relayconvert.ConverterOpenAIChatToOpenAIResponses:
+	case relayconvert.ConverterOpenAIChatToOpenAIResponses,
+		relayconvert.ConverterClaudeMessagesToOpenAIResponses,
+		relayconvert.ConverterGeminiContentToOpenAIResponses:
+		// These handlers convert the Responses upstream into info.RelayFormat.
 		if info.IsStream {
 			return openai.OaiResponsesToChatStreamHandler(c, info, resp)
 		}
@@ -531,6 +538,20 @@ func (a *Adaptor) convertCrossProtocolChatRequest(c *gin.Context, info *relaycom
 	return a.convertOpenAICompatibleRequest(c, info, chatRequest)
 }
 
+// convertCrossProtocolResponsesRequest converts a Claude or Gemini client
+// request for an OpenAI Responses upstream.
+func convertCrossProtocolResponsesRequest(c *gin.Context, info *relaycommon.RelayInfo, converter string, request any) (any, error) {
+	result, err := service.ConvertRequestByID(c, info, converter, request)
+	if err != nil {
+		return nil, err
+	}
+	responsesRequest, ok := result.Value.(*dto.OpenAIResponsesRequest)
+	if !ok {
+		return nil, fmt.Errorf("expected OpenAI Responses request, got %T", result.Value)
+	}
+	return responsesRequest, nil
+}
+
 func (a *Adaptor) convertOpenAICompatibleRequest(c *gin.Context, info *relaycommon.RelayInfo, request *dto.GeneralOpenAIRequest) (any, error) {
 	old := info.ChannelType
 	info.ChannelType = constant.ChannelTypeOpenAI
diff --git a/relay/channel/advancedcustom/adaptor_test.go b/relay/channel/advancedcustom/adaptor_test.go
index 2f4e778..c7335d2 100644
--- a/relay/channel/advancedcustom/adaptor_test.go
+++ b/relay/channel/advancedcustom/adaptor_test.go
@@ -2,10 +2,12 @@ package advancedcustom
 
 import (
 	"bytes"
+	"fmt"
 	"io"
 	"net/http"
 	"net/http/httptest"
 	"net/url"
+	"strings"
 	"testing"
 
 	"github.com/QuantumNous/new-api/common"
@@ -19,6 +21,7 @@ import (
 	"github.com/gin-gonic/gin"
 	"github.com/stretchr/testify/assert"
 	"github.com/stretchr/testify/require"
+	"github.com/tidwall/gjson"
 )
 
 func TestAdaptorUsesExactRouteAndQueryAuth(t *testing.T) {
@@ -51,6 +54,47 @@ func TestAdaptorUsesExactRouteAndQueryAuth(t *testing.T) {
 	assert.Equal(t, "sk-test", parsedURL.Query().Get("api_key"))
 }
 
+// An absolute route sends the request to a host other than the channel base
+// URL, and a channel proxy is dialed before the upstream; a failed handshake
+// must hide both.
+func TestAdaptorMasksDialedHostsInDialFailure(t *testing.T) {
+	upstream := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, _ *http.Request) {
+		w.WriteHeader(http.StatusForbidden)
+	}))
+	defer upstream.Close()
+	upstreamURL, err := url.Parse(upstream.URL)
+	require.NoError(t, err)
+	for _, tc := range []struct {
+		name   string
+		proxy  string
+		hidden string
+	}{
+		{name: "absolute route host", hidden: "localhost"},
+		{name: "channel proxy host", proxy: "http://egress.private.invalid:8080", hidden: "egress.private.invalid"},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			info := advancedCustomRelayInfo(&dto.AdvancedCustomConfig{
+				Routes: []dto.AdvancedCustomRoute{{IncomingPath: "/v1/realtime", UpstreamPath: "http://localhost:" + upstreamURL.Port() + "/v1/realtime", Converter: relayconvert.ConverterNone}},
+			})
+			info.RelayMode = relayconstant.RelayModeRealtime
+			info.RequestURLPath = "/v1/realtime"
+			info.ChannelSetting.Proxy = tc.proxy
+			c := advancedCustomGinContext("/v1/realtime")
+			common.SetContextKey(c, constant.ContextKeyChannelBaseUrl, info.ChannelBaseUrl)
+			common.SetContextKey(c, constant.ContextKeyChannelSetting, info.ChannelSetting)
+
+			_, err := (&Adaptor{}).DoRequest(c, info, nil)
+
+			var apiErr *types.NewAPIError
+			require.ErrorAs(t, err, &apiErr)
+			require.Contains(t, apiErr.Error(), tc.hidden)
+			message := apiErr.ToOpenAIError(common.UpstreamAddresses(c)...).Message
+			assert.Contains(t, message, "dial failed to ws://***:"+upstreamURL.Port()+"/***/***")
+			assert.NotContains(t, message, tc.hidden)
+		})
+	}
+}
+
 func TestAdaptorJoinsUpstreamPathWithChannelBaseURL(t *testing.T) {
 	adaptor := &Adaptor{}
 	info := advancedCustomRelayInfo(&dto.AdvancedCustomConfig{
@@ -966,6 +1010,98 @@ func TestAdaptorCrossProtocolChatUpstreamRequestsStreamUsage(t *testing.T) {
 	}
 }
 
+// Claude Messages and Gemini Generate Content clients on an OpenAI Responses
+// upstream: the request carries the hosted web search as a Responses tool and
+// the Responses answer, JSON or stream, is converted back to the client format.
+func TestAdaptorConvertsClaudeAndGeminiRequestsToResponsesUpstream(t *testing.T) {
+	oldTimeout := constant.StreamingTimeout
+	constant.StreamingTimeout = 30
+	t.Cleanup(func() {
+		constant.StreamingTimeout = oldTimeout
+	})
+	const responsesJSON = `{"id":"resp_1","object":"response","model":"gpt-test","status":"completed","output":[{"type":"message","id":"msg_1","role":"assistant","status":"completed","content":[{"type":"output_text","text":"Go 1.25","annotations":[]}]}],"usage":{"input_tokens":12,"output_tokens":4,"total_tokens":16}}`
+	responsesStream := "data: " + `{"type":"response.created","sequence_number":0,"response":{"id":"resp_1","object":"response","model":"gpt-test","status":"in_progress","output":[]}}` + "\n\n" +
+		"data: " + `{"type":"response.output_item.added","sequence_number":1,"output_index":0,"item":{"type":"message","id":"msg_1","role":"assistant","status":"in_progress","content":[]}}` + "\n\n" +
+		"data: " + `{"type":"response.output_text.delta","sequence_number":2,"output_index":0,"item_id":"msg_1","content_index":0,"delta":"Go 1.25"}` + "\n\n" +
+		"data: " + `{"type":"response.completed","sequence_number":3,"response":` + responsesJSON + `}` + "\n\n"
+
+	tests := []struct {
+		name         string
+		route        dto.AdvancedCustomRoute
+		relayFormat  types.RelayFormat
+		requestPath  string
+		convert      func(*Adaptor, *gin.Context, *relaycommon.RelayInfo) (any, error)
+		wantResponse map[bool]string // stream -> marker in the client body
+	}{
+		{
+			name:        "claude",
+			route:       dto.AdvancedCustomRoute{IncomingPath: "/v1/messages", UpstreamPath: "/v1/responses", Converter: relayconvert.ConverterClaudeMessagesToOpenAIResponses},
+			relayFormat: types.RelayFormatClaude,
+			requestPath: "/v1/messages",
+			convert: func(a *Adaptor, c *gin.Context, info *relaycommon.RelayInfo) (any, error) {
+				return a.ConvertClaudeRequest(c, info, &dto.ClaudeRequest{
+					Model:    "gpt-test",
+					Messages: []dto.ClaudeMessage{{Role: "user", Content: "Latest Go?"}},
+					Tools:    []any{map[string]any{"type": "web_search_20250305", "name": "web_search"}},
+				})
+			},
+			wantResponse: map[bool]string{false: `"type":"message"`, true: "event: message_stop"},
+		},
+		{
+			name:        "gemini",
+			route:       dto.AdvancedCustomRoute{IncomingPath: "/v1beta/models/{model}:generateContent", UpstreamPath: "/v1/responses", Converter: relayconvert.ConverterGeminiContentToOpenAIResponses},
+			relayFormat: types.RelayFormatGemini,
+			requestPath: "/v1beta/models/gpt-test:generateContent",
+			convert: func(a *Adaptor, c *gin.Context, info *relaycommon.RelayInfo) (any, error) {
+				return a.ConvertGeminiRequest(c, info, &dto.GeminiChatRequest{
+					Contents: []dto.GeminiChatContent{{Role: "user", Parts: []dto.GeminiPart{{Text: "Latest Go?"}}}},
+					Tools:    mustAdvancedCustomRawMessage(t, []map[string]any{{"googleSearch": map[string]any{}}}),
+				})
+			},
+			wantResponse: map[bool]string{false: `"candidates"`, true: `"candidates"`},
+		},
+	}
+	for _, tt := range tests {
+		for _, stream := range []bool{false, true} {
+			t.Run(fmt.Sprintf("%s stream=%v", tt.name, stream), func(t *testing.T) {
+				adaptor := &Adaptor{}
+				info := advancedCustomRelayInfo(&dto.AdvancedCustomConfig{Routes: []dto.AdvancedCustomRoute{tt.route}})
+				info.RelayFormat = tt.relayFormat
+				info.RequestURLPath = tt.requestPath
+				info.IsStream = stream
+				info.DisablePing = true
+				info.ClaudeConvertInfo = &relaycommon.ClaudeConvertInfo{LastMessagesType: relaycommon.LastMessageTypeNone}
+				recorder := httptest.NewRecorder()
+				c, _ := gin.CreateTestContext(recorder)
+				c.Request = httptest.NewRequest(http.MethodPost, tt.requestPath, nil)
+
+				converted, err := tt.convert(adaptor, c, info)
+				require.NoError(t, err)
+				wire, err := common.Marshal(converted)
+				require.NoError(t, err)
+				assert.JSONEq(t, `[{"type":"web_search"}]`, gjson.GetBytes(wire, "tools").Raw)
+				url, err := adaptor.GetRequestURL(info)
+				require.NoError(t, err)
+				assert.Equal(t, "https://fallback.example/v1/responses", url)
+
+				upstream, contentType := responsesJSON, "application/json"
+				if stream {
+					upstream, contentType = responsesStream, "text/event-stream"
+				}
+				usage, apiErr := adaptor.DoResponse(c, &http.Response{
+					StatusCode: http.StatusOK,
+					Header:     http.Header{"Content-Type": []string{contentType}},
+					Body:       io.NopCloser(strings.NewReader(upstream)),
+				}, info)
+				require.Nil(t, apiErr)
+				assert.Equal(t, 12, usage.(*dto.Usage).PromptTokens)
+				assert.Contains(t, recorder.Body.String(), "Go 1.25")
+				assert.Contains(t, recorder.Body.String(), tt.wantResponse[stream])
+			})
+		}
+	}
+}
+
 func advancedCustomRelayInfo(config *dto.AdvancedCustomConfig) *relaycommon.RelayInfo {
 	return &relaycommon.RelayInfo{
 		RelayFormat:     types.RelayFormatOpenAI,
diff --git a/relay/channel/ali/adaptor.go b/relay/channel/ali/adaptor.go
index 14d7715..629151d 100644
--- a/relay/channel/ali/adaptor.go
+++ b/relay/channel/ali/adaptor.go
@@ -16,26 +16,17 @@ import (
 	"github.com/QuantumNous/new-api/relaykit/dto"
 	"github.com/QuantumNous/new-api/relaykit/types"
 	"github.com/QuantumNous/new-api/service"
-	"github.com/QuantumNous/new-api/setting/model_setting"
 
 	"github.com/gin-gonic/gin"
 	"github.com/samber/lo"
 )
 
 type Adaptor struct {
-	IsSyncImageModel bool
 }
 
 const aliAnthropicMessagesModelsEnv = "ALI_ANTHROPIC_MESSAGES_MODELS"
 const defaultAliAnthropicMessagesModels = "qwen,deepseek-v4,kimi,glm,minimax-m"
 
-/*
-	var syncModels = []string{
-		"z-image",
-		"qwen-image",
-		"wan2.6",
-	}
-*/
 func supportsAliAnthropicMessages(modelName string) bool {
 	normalizedModelName := strings.ToLower(strings.TrimSpace(modelName))
 	if normalizedModelName == "" {
@@ -55,16 +46,6 @@ func aliAnthropicMessagesModelPatterns() []string {
 	})
 }
 
-var syncModels = []string{
-	"z-image",
-	"qwen-image",
-	"wan2.6",
-}
-
-func isSyncImageModel(modelName string) bool {
-	return model_setting.IsSyncImageModel(modelName)
-}
-
 func (a *Adaptor) ConvertGeminiRequest(*gin.Context, *relaycommon.RelayInfo, *dto.GeminiChatRequest) (any, error) {
 	//TODO implement me
 	return nil, errors.New("not implemented")
@@ -72,6 +53,7 @@ func (a *Adaptor) ConvertGeminiRequest(*gin.Context, *relaycommon.RelayInfo, *dt
 
 func (a *Adaptor) ConvertClaudeRequest(c *gin.Context, info *relaycommon.RelayInfo, req *dto.ClaudeRequest) (any, error) {
 	if supportsAliAnthropicMessages(info.UpstreamModelName) {
+		ensureAnthropicWebSearchEntrypoint(req)
 		return req, nil
 	}
 
@@ -90,6 +72,18 @@ func (a *Adaptor) ConvertClaudeRequest(c *gin.Context, info *relaycommon.RelayIn
 }
 
 func (a *Adaptor) Init(info *relaycommon.RelayInfo) {
+	if info.RelayMode == constant.RelayModeResponses {
+		info.VendorToolUsage = aliResponsesToolUsage
+	}
+	if info.RelayFormat == types.RelayFormatClaude {
+		if supportsAliAnthropicMessages(info.UpstreamModelName) {
+			info.WebSearchBillingKey = aliSearchAgentKey
+		} else {
+			// Claude clients on models outside the Anthropic-compatible list
+			// are converted to compatible-mode Chat.
+			info.ConvOptions().WebSearch = encodeWebSearch(info)
+		}
+	}
 }
 
 func (a *Adaptor) GetRequestURL(info *relaycommon.RelayInfo) (string, error) {
@@ -108,21 +102,7 @@ func (a *Adaptor) GetRequestURL(info *relaycommon.RelayInfo) (string, error) {
 		case constant.RelayModeRerank:
 			fullRequestURL = fmt.Sprintf("%s/api/v1/services/rerank/text-rerank/text-rerank", info.ChannelBaseUrl)
 		case constant.RelayModeResponses:
-			fullRequestURL = fmt.Sprintf("%s/api/v2/apps/protocols/compatible-mode/v1/responses", info.ChannelBaseUrl)
-		case constant.RelayModeImagesGenerations:
-			if isSyncImageModel(info.UpstreamModelName) {
-				fullRequestURL = fmt.Sprintf("%s/api/v1/services/aigc/multimodal-generation/generation", info.ChannelBaseUrl)
-			} else {
-				fullRequestURL = fmt.Sprintf("%s/api/v1/services/aigc/text2image/image-synthesis", info.ChannelBaseUrl)
-			}
-		case constant.RelayModeImagesEdits:
-			if isOldWanModel(info.UpstreamModelName) {
-				fullRequestURL = fmt.Sprintf("%s/api/v1/services/aigc/image2image/image-synthesis", info.ChannelBaseUrl)
-			} else if isWanModel(info.UpstreamModelName) {
-				fullRequestURL = fmt.Sprintf("%s/api/v1/services/aigc/image-generation/generation", info.ChannelBaseUrl)
-			} else {
-				fullRequestURL = fmt.Sprintf("%s/api/v1/services/aigc/multimodal-generation/generation", info.ChannelBaseUrl)
-			}
+			fullRequestURL = fmt.Sprintf("%s/compatible-mode/v1/responses", info.ChannelBaseUrl)
 		case constant.RelayModeCompletions:
 			fullRequestURL = fmt.Sprintf("%s/compatible-mode/v1/completions", info.ChannelBaseUrl)
 		default:
@@ -142,19 +122,6 @@ func (a *Adaptor) SetupRequestHeader(c *gin.Context, req *http.Header, info *rel
 	if c.GetString("plugin") != "" {
 		req.Set("X-DashScope-Plugin", c.GetString("plugin"))
 	}
-	if info.RelayMode == constant.RelayModeImagesGenerations {
-		if isSyncImageModel(info.UpstreamModelName) {
-
-		} else {
-			req.Set("X-DashScope-Async", "enable")
-		}
-	}
-	if info.RelayMode == constant.RelayModeImagesEdits {
-		if isWanModel(info.UpstreamModelName) {
-			req.Set("X-DashScope-Async", "enable")
-		}
-		req.Set("Content-Type", "application/json")
-	}
 	return nil
 }
 
@@ -181,44 +148,21 @@ func (a *Adaptor) ConvertOpenAIRequest(c *gin.Context, info *relaycommon.RelayIn
 	}
 }
 
+// ConvertImageRequest is not implemented: Ali image generation and editing
+// are served by the alibaba task plugin through the openai_image host
+// protocol, which claims every declared image model on /v1/images/*. A model
+// reaching this adaptor is not declared by the plugin (or is named
+// differently from the Bailian model list), so the request cannot be served.
+// The rejection is a 400 that skips channel retries: every channel of this
+// type refuses the same name, and a retryable 500 would only hide the
+// misconfiguration behind unrelated channels.
 func (a *Adaptor) ConvertImageRequest(c *gin.Context, info *relaycommon.RelayInfo, request dto.ImageRequest) (any, error) {
-	if info.RelayMode == constant.RelayModeImagesGenerations {
-		if isSyncImageModel(info.UpstreamModelName) {
-			a.IsSyncImageModel = true
-		}
-		aliRequest, err := oaiImage2AliImageRequest(info, request, a.IsSyncImageModel)
-		if err != nil {
-			return nil, fmt.Errorf("convert image request to async ali image request failed: %w", err)
-		}
-		return aliRequest, nil
-	} else if info.RelayMode == constant.RelayModeImagesEdits {
-		if isOldWanModel(info.UpstreamModelName) {
-			return oaiFormEdit2WanxImageEdit(c, info, request)
-		}
-		if isSyncImageModel(info.UpstreamModelName) {
-			if isWanModel(info.UpstreamModelName) {
-				a.IsSyncImageModel = false
-			} else {
-				a.IsSyncImageModel = true
-			}
-		}
-		// ali image edit https://bailian.console.aliyun.com/?tab=api#/api/?type=model&url=2976416
-		// 如果用户使用表单，则需要解析表单数据
-		if strings.Contains(c.Request.Header.Get("Content-Type"), "multipart/form-data") {
-			aliRequest, err := oaiFormEdit2AliImageEdit(c, info, request)
-			if err != nil {
-				return nil, fmt.Errorf("convert image edit form request failed: %w", err)
-			}
-			return aliRequest, nil
-		} else {
-			aliRequest, err := oaiImage2AliImageRequest(info, request, a.IsSyncImageModel)
-			if err != nil {
-				return nil, fmt.Errorf("convert image request to async ali image request failed: %w", err)
-			}
-			return aliRequest, nil
-		}
-	}
-	return nil, fmt.Errorf("unsupported image relay mode: %d", info.RelayMode)
+	return nil, types.NewErrorWithStatusCode(
+		fmt.Errorf("image model %q is not served by the alibaba task plugin; use a Bailian image model name declared by the plugin or map it with the channel model mapping", info.UpstreamModelName),
+		types.ErrorCodeInvalidRequest,
+		http.StatusBadRequest,
+		types.ErrOptionWithSkipRetry(),
+	)
 }
 
 func (a *Adaptor) ConvertRerankRequest(c *gin.Context, relayMode int, request dto.RerankRequest) (any, error) {
@@ -254,10 +198,6 @@ func (a *Adaptor) DoResponse(c *gin.Context, resp *http.Response, info *relaycom
 		return adaptor.DoResponse(c, resp, info)
 	default:
 		switch info.RelayMode {
-		case constant.RelayModeImagesGenerations:
-			err, usage = aliImageHandler(a, c, resp, info)
-		case constant.RelayModeImagesEdits:
-			err, usage = aliImageHandler(a, c, resp, info)
 		case constant.RelayModeRerank:
 			err, usage = RerankHandler(c, resp, info)
 		default:
diff --git a/relay/channel/ali/adaptor_test.go b/relay/channel/ali/adaptor_test.go
index 7c12f5e..1d45676 100644
--- a/relay/channel/ali/adaptor_test.go
+++ b/relay/channel/ali/adaptor_test.go
@@ -1,71 +1,24 @@
 package ali
 
 import (
-	"bytes"
-	"encoding/base64"
 	"encoding/json"
 	"fmt"
-	"io"
-	"mime/multipart"
 	"net/http"
 	"net/http/httptest"
-	"strings"
-	"sync/atomic"
 	"testing"
-	"time"
 
 	"github.com/QuantumNous/new-api/common"
-	rootconstant "github.com/QuantumNous/new-api/constant"
 	relaycommon "github.com/QuantumNous/new-api/relay/common"
 	"github.com/QuantumNous/new-api/relay/constant"
 	relayhelper "github.com/QuantumNous/new-api/relay/helper"
 	"github.com/QuantumNous/new-api/relaykit/dto"
-	"github.com/QuantumNous/new-api/service"
-	"github.com/QuantumNous/new-api/setting/ratio_setting"
-	"github.com/QuantumNous/new-api/setting/system_setting"
+	"github.com/QuantumNous/new-api/relaykit/types"
 	"github.com/gin-gonic/gin"
 	"github.com/stretchr/testify/assert"
 	"github.com/stretchr/testify/require"
 	"github.com/tidwall/gjson"
 )
 
-func TestAliMultipartEditsUseValidatedProviderQuantity(t *testing.T) {
-	for _, tc := range []struct {
-		name    string
-		convert func(*gin.Context, *relaycommon.RelayInfo, dto.ImageRequest) (*AliImageRequest, error)
-	}{
-		{"multimodal edit", oaiFormEdit2AliImageEdit},
-		{"legacy Wan edit", oaiFormEdit2WanxImageEdit},
-	} {
-		t.Run(tc.name, func(t *testing.T) {
-			var body bytes.Buffer
-			writer := multipart.NewWriter(&body)
-			require.NoError(t, writer.WriteField("model", "fixture-image"))
-			require.NoError(t, writer.WriteField("n", "2"))
-			require.NoError(t, writer.WriteField("parameters", `{"n":3,"prompt_extend":false}`))
-			part, err := writer.CreateFormFile("image", "input.png")
-			require.NoError(t, err)
-			_, err = part.Write([]byte("fixture image"))
-			require.NoError(t, err)
-			require.NoError(t, writer.Close())
-			c, _ := gin.CreateTestContext(httptest.NewRecorder())
-			c.Request = httptest.NewRequest(http.MethodPost, "/v1/images/edits", &body)
-			c.Request.Header.Set("Content-Type", writer.FormDataContentType())
-			common.SetContextKey(c, rootconstant.ContextKeyChannelType, rootconstant.ChannelTypeAli)
-			request, err := relayhelper.GetAndValidOpenAIImageRequest(c, constant.RelayModeImagesEdits)
-			require.NoError(t, err)
-			info := &relaycommon.RelayInfo{Request: request}
-			converted, err := tc.convert(c, info, *request)
-			require.NoError(t, err)
-			require.NotNil(t, converted.Parameters.N)
-			assert.Equal(t, uint(3), *converted.Parameters.N)
-			require.NotNil(t, converted.Parameters.PromptExtend)
-			assert.False(t, *converted.Parameters.PromptExtend)
-			assert.Equal(t, uint(2), *request.N, "conversion must preserve the incoming request")
-		})
-	}
-}
-
 func TestConvertOpenAIRequestFiltersThinkingBudgetByUpstreamModel(t *testing.T) {
 	tests := []struct {
 		name          string
@@ -178,147 +131,208 @@ func TestConvertOpenAIRequestPreservesExplicitZeroForMappedQwenModel(t *testing.
 	assert.Equal(t, int64(0), value.Int())
 }
 
-func TestMappedAliImageModelUsesUpstreamProtocol(t *testing.T) {
-	c, _ := gin.CreateTestContext(httptest.NewRecorder())
-	c.Request = httptest.NewRequest(http.MethodPost, "/v1/images/generations", nil)
-
-	info := &relaycommon.RelayInfo{
-		RelayMode:       constant.RelayModeImagesGenerations,
-		OriginModelName: "customer-image-model",
-		ChannelMeta: &relaycommon.ChannelMeta{
-			ChannelBaseUrl:    "https://dashscope.aliyuncs.com",
-			UpstreamModelName: "qwen-image-3.0-pro",
-		},
-	}
-
-	adaptor := &Adaptor{}
-	url, err := adaptor.GetRequestURL(info)
-	require.NoError(t, err)
-	assert.Equal(t, "https://dashscope.aliyuncs.com/api/v1/services/aigc/multimodal-generation/generation", url)
-
-	header := http.Header{}
-	require.NoError(t, adaptor.SetupRequestHeader(c, &header, info))
-	assert.Empty(t, header.Get("X-DashScope-Async"))
-
-	converted, err := adaptor.ConvertImageRequest(c, info, dto.ImageRequest{
-		Model:  info.UpstreamModelName,
-		Prompt: "poster",
-	})
-	require.NoError(t, err)
-	assert.True(t, adaptor.IsSyncImageModel)
-	assert.IsType(t, &AliImageRequest{}, converted)
-}
-
-func TestAliImageCountMatchesLegacyReservation(t *testing.T) {
-	saved := ratio_setting.ModelPrice2JSONString()
-	require.NoError(t, ratio_setting.UpdateModelPriceByJSONString(`{"z-image":0.04}`))
-	t.Cleanup(func() { require.NoError(t, ratio_setting.UpdateModelPriceByJSONString(saved)) })
-	for _, tc := range []struct {
-		name, body string
-		count      int
-		multiplier float64
-	}{
-		{"provider override", `{"model":"z-image","n":2,"parameters":{"n":4}}`, 4, 1},
-		{"empty parameters inherit top-level", `{"model":"z-image","n":2,"parameters":{}}`, 2, 1},
-		{"null count inherits top-level", `{"model":"z-image","n":2,"parameters":{"n":null}}`, 2, 1},
-		{"default count", `{"model":"z-image"}`, 1, 1},
-		{"prompt extension", `{"model":"z-image","parameters":{"n":3,"prompt_extend":true}}`, 3, 2},
-	} {
-		t.Run(tc.name, func(t *testing.T) {
-			c, _ := gin.CreateTestContext(httptest.NewRecorder())
-			c.Request = httptest.NewRequest(http.MethodPost, "/v1/images/generations", strings.NewReader(tc.body))
-			c.Request.Header.Set("Content-Type", "application/json")
-			common.SetContextKey(c, rootconstant.ContextKeyChannelType, rootconstant.ChannelTypeAli)
-			request, err := relayhelper.GetAndValidOpenAIImageRequest(c, constant.RelayModeImagesGenerations)
-			require.NoError(t, err)
-			info := &relaycommon.RelayInfo{Request: request, OriginModelName: request.Model, UserGroup: "default", UsingGroup: "default"}
-			price, err := relayhelper.ModelPriceHelper(c, info, 0, request.GetTokenCountMeta())
-			require.NoError(t, err)
-			assert.Equal(t, common.QuotaFromFloat(0.04*float64(tc.count)*tc.multiplier*common.QuotaPerUnit), price.QuotaToPreConsume)
-			info.ChannelMeta = &relaycommon.ChannelMeta{ChannelType: rootconstant.ChannelTypeAli, UpstreamModelName: request.Model}
-			converted, err := oaiImage2AliImageRequest(info, *request, true)
-			require.NoError(t, err)
-			encoded, err := common.Marshal(converted)
-			require.NoError(t, err)
-			assert.Equal(t, int64(tc.count), gjson.GetBytes(encoded, "parameters.n").Int())
-		})
+// Image models the alibaba task plugin does not claim reach this adaptor only
+// through a channel misconfiguration. The rejection is a client error that
+// skips channel retries; a retryable 500 would be re-attempted on unrelated
+// channels and still end as a 500 for the client.
+func TestConvertImageRequestRejectsUnclaimedModelWithoutRetry(t *testing.T) {
+	for _, name := range []string{"wanx-style-repaint-v1", "custom-image-model"} {
+		info := &relaycommon.RelayInfo{ChannelMeta: &relaycommon.ChannelMeta{UpstreamModelName: name}}
+		_, err := (&Adaptor{}).ConvertImageRequest(nil, info, dto.ImageRequest{Model: name, Prompt: "a cat"})
+		var apiErr *types.NewAPIError
+		require.ErrorAs(t, err, &apiErr, name)
+		assert.Equal(t, http.StatusBadRequest, apiErr.StatusCode, name)
+		assert.True(t, types.IsSkipRetryError(apiErr), name)
+		assert.Contains(t, apiErr.Error(), name)
 	}
 }
 
-func TestAliImageHandlerHonorsRequestResponseFormat(t *testing.T) {
-	imageBytes := []byte("ali-image")
-	var downloads atomic.Int32
-	imageServer := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, _ *http.Request) {
-		downloads.Add(1)
-		w.Header().Set("Content-Type", "image/png")
-		_, _ = w.Write(imageBytes)
-	}))
-	t.Cleanup(imageServer.Close)
-
-	fetchSetting := system_setting.GetFetchSetting()
-	require.NotNil(t, fetchSetting)
-	originalFetchSetting := *fetchSetting
-	fetchSetting.EnableSSRFProtection = false
-	t.Cleanup(func() {
-		*fetchSetting = originalFetchSetting
-	})
-	originalMaxFileDownloadMB := rootconstant.MaxFileDownloadMB
-	rootconstant.MaxFileDownloadMB = 1
-	t.Cleanup(func() {
-		rootconstant.MaxFileDownloadMB = originalMaxFileDownloadMB
-	})
-	service.InitHttpClient()
+// Claude clients reach DashScope two ways: models on the Anthropic-compatible
+// list keep Claude Messages and get the cc_entrypoint marker block (block
+// form verified live 2026-10-05; a plain string system did not search) and
+// the agent billing key; other models are converted to compatible-mode Chat,
+// where hosted web search becomes enable_search / search_options and a forced
+// search is billed as one turbo call.
+func TestConvertClaudeRequestWebSearch(t *testing.T) {
+	t.Setenv(aliAnthropicMessagesModelsEnv, defaultAliAnthropicMessagesModels)
+	const (
+		chatModel      = "llama-4-scout"
+		anthropicModel = "qwen3.8-flash"
+		marker         = `{"type":"text","text":"x-anthropic-billing-header: cc_entrypoint=cli;"}`
+		messages       = `"messages":[{"role":"user","content":"Weather?"}]`
+		searchTool     = `{"type":"web_search_20250305","name":"web_search"}`
+		forcedChoice   = `"tool_choice":{"type":"tool","name":"web_search"},`
+	)
+	domains := make([]string, 26)
+	for i := range domains {
+		domains[i] = fmt.Sprintf("d%d.example", i)
+	}
+	tooManyDomains, err := common.Marshal(domains)
+	require.NoError(t, err)
 
 	tests := []struct {
-		name           string
-		responseFormat string
-		wantBase64     string
-		wantDownloads  int32
+		name      string
+		model     string
+		body      string            // Claude request fields after model and max_tokens
+		want      map[string]string // gjson path -> raw JSON; "" means absent
+		wantCodes []string
+		noCodes   []string
+		wantTurbo int
 	}{
 		{
-			name:           "base64",
-			responseFormat: "b64_json",
-			wantBase64:     base64.StdEncoding.EncodeToString(imageBytes),
-			wantDownloads:  1,
+			name:  "auto search on Chat",
+			model: chatModel,
+			body:  messages + `,"tools":[` + searchTool + `]`,
+			want:  map[string]string{"enable_search": "true", "search_options": "", "tool_choice": "", "web_search_options": ""},
 		},
 		{
-			name:           "url",
-			responseFormat: "url",
+			name:      "forced search on Chat",
+			model:     chatModel,
+			body:      forcedChoice + messages + `,"tools":[` + searchTool + `]`,
+			want:      map[string]string{"enable_search": "true", "search_options": `{"forced_search":true}`, "tool_choice": "", "web_search_options": ""},
+			wantTurbo: 1,
 		},
 		{
-			name: "default",
+			name:    "allowed domains become assigned_site_list",
+			model:   chatModel,
+			body:    messages + `,"tools":[{"type":"web_search_20250305","name":"web_search","allowed_domains":["a.example","b.example"]}]`,
+			want:    map[string]string{"search_options": `{"assigned_site_list":["a.example","b.example"]}`},
+			noCodes: []string{"unsupported_domain_filter"},
+		},
+		{
+			name:      "more than 25 allowed domains are dropped",
+			model:     chatModel,
+			body:      messages + `,"tools":[{"type":"web_search_20250305","name":"web_search","allowed_domains":` + string(tooManyDomains) + `}]`,
+			want:      map[string]string{"enable_search": "true", "search_options": ""},
+			wantCodes: []string{"unsupported_domain_filter"},
+		},
+		{
+			name:      "search limits and excluded domains are semantic loss",
+			model:     chatModel,
+			body:      messages + `,"tools":[{"type":"web_search_20250305","name":"web_search","max_uses":2,"blocked_domains":["a.example"]}]`,
+			want:      map[string]string{"enable_search": "true"},
+			wantCodes: []string{"unsupported_search_limit", "unsupported_domain_filter"},
+		},
+		{
+			name:      "user location is presentation loss",
+			model:     chatModel,
+			body:      messages + `,"tools":[{"type":"web_search_20250305","name":"web_search","user_location":{"type":"approximate","city":"Paris"}}]`,
+			want:      map[string]string{"enable_search": "true", "search_options": ""},
+			wantCodes: []string{"unsupported_search_tuning"},
+		},
+		{
+			name:  "marker without system",
+			model: anthropicModel,
+			body:  messages + `,"tools":[` + searchTool + `]`,
+			want:  map[string]string{"system": `[` + marker + `]`},
+		},
+		{
+			name:  "marker before string system",
+			model: anthropicModel,
+			body:  `"system":"Be brief.",` + messages + `,"tools":[` + searchTool + `]`,
+			want:  map[string]string{"system": `[` + marker + `,{"type":"text","text":"Be brief."}]`},
+		},
+		{
+			name:  "marker before array system",
+			model: anthropicModel,
+			body:  `"system":[{"type":"text","text":"Be brief."}],` + messages + `,"tools":[` + searchTool + `]`,
+			want:  map[string]string{"system": `[` + marker + `,{"type":"text","text":"Be brief."}]`},
+		},
+		{
+			name:  "marker for empty array system",
+			model: anthropicModel,
+			body:  `"system":[],` + messages + `,"tools":[` + searchTool + `]`,
+			want:  map[string]string{"system": `[` + marker + `]`},
+		},
+		{
+			name:  "marker already sent by the client",
+			model: anthropicModel,
+			body:  `"system":"x-anthropic-billing-header: cc_version=2.1; cc_entrypoint=cli;",` + messages + `,"tools":[` + searchTool + `]`,
+			want:  map[string]string{"system": `"x-anthropic-billing-header: cc_version=2.1; cc_entrypoint=cli;"`},
+		},
+		{
+			name:  "no marker without a search tool",
+			model: anthropicModel,
+			body:  `"system":"Be brief.",` + messages + `,"tools":[{"name":"f","input_schema":{"type":"object"}}]`,
+			want:  map[string]string{"system": `"Be brief."`},
 		},
 	}
-
 	for _, tt := range tests {
 		t.Run(tt.name, func(t *testing.T) {
-			downloads.Store(0)
-			recorder := httptest.NewRecorder()
-			c, _ := gin.CreateTestContext(recorder)
+			c, _ := gin.CreateTestContext(httptest.NewRecorder())
 			info := &relaycommon.RelayInfo{
-				RelayMode: constant.RelayModeImagesGenerations,
-				StartTime: time.Unix(1, 0),
-				Request: &dto.ImageRequest{
-					ResponseFormat: tt.responseFormat,
-				},
+				RelayFormat:     types.RelayFormatClaude,
+				OriginModelName: tt.model,
+				ChannelMeta:     &relaycommon.ChannelMeta{UpstreamModelName: tt.model},
 			}
-			responseBody := fmt.Sprintf(`{"output":{"results":[{"url":%q}]}}`, imageServer.URL)
-			resp := &http.Response{
-				StatusCode: http.StatusOK,
-				Header:     http.Header{},
-				Body:       io.NopCloser(strings.NewReader(responseBody)),
+			adaptor := &Adaptor{}
+			adaptor.Init(info)
+			var request dto.ClaudeRequest
+			require.NoError(t, common.UnmarshalJsonStr(`{"model":"`+tt.model+`","max_tokens":64,`+tt.body+`}`, &request))
+			var converted any
+			for range 2 { // converting the same request twice adds one marker
+				converted, err = adaptor.ConvertClaudeRequest(c, info, &request)
+				require.NoError(t, err)
 			}
-
-			newAPIError, usage := aliImageHandler(&Adaptor{IsSyncImageModel: true}, c, resp, info)
-			require.Nil(t, newAPIError)
-			require.NotNil(t, usage)
-
-			var imageResponse dto.ImageResponse
-			require.NoError(t, common.Unmarshal(recorder.Body.Bytes(), &imageResponse))
-			require.Len(t, imageResponse.Data, 1)
-			assert.Equal(t, imageServer.URL, imageResponse.Data[0].Url)
-			assert.Equal(t, tt.wantBase64, imageResponse.Data[0].B64Json)
-			assert.Equal(t, tt.wantDownloads, downloads.Load())
+			wire, err := common.Marshal(converted)
+			require.NoError(t, err)
+			for path, want := range tt.want {
+				value := gjson.GetBytes(wire, path)
+				if want == "" {
+					assert.False(t, value.Exists(), "%s in %s", path, wire)
+					continue
+				}
+				assert.JSONEq(t, want, value.Raw, path)
+			}
+			var codes []string
+			for _, diagnostic := range info.ConversionDiagnostics() {
+				codes = append(codes, diagnostic.Code)
+			}
+			for _, code := range tt.wantCodes {
+				assert.Contains(t, codes, code)
+			}
+			for _, code := range tt.noCodes {
+				assert.NotContains(t, codes, code)
+			}
+			turbo := 0
+			if info.ResponsesUsageInfo != nil && info.ResponsesUsageInfo.BuiltInTools[aliSearchTurboKey] != nil {
+				turbo = info.ResponsesUsageInfo.BuiltInTools[aliSearchTurboKey].CallCount
+			}
+			assert.Equal(t, tt.wantTurbo, turbo)
+			wantKey := ""
+			if tt.model == anthropicModel {
+				wantKey = aliSearchAgentKey
+			}
+			assert.Equal(t, wantKey, info.WebSearchBillingKey)
 		})
 	}
 }
+
+// DashScope Responses bills web search like the agent strategy and reports
+// the count in usage.x_tools; it replaces the web_search_call items counted
+// under the protocol keys.
+func TestAliResponsesWebSearchUsage(t *testing.T) {
+	for _, raw := range []string{
+		`{"status":"completed","usage":{"x_tools":{"web_search":{"count":2}}}}`,
+		`{"type":"response.completed","response":{"usage":{"x_tools":{"web_search":{"count":2}}}}}`,
+	} {
+		info := &relaycommon.RelayInfo{
+			RelayMode:   constant.RelayModeResponses,
+			RelayFormat: types.RelayFormatOpenAIResponses,
+			ChannelMeta: &relaycommon.ChannelMeta{ChannelBaseUrl: "https://dashscope.invalid"},
+		}
+		adaptor := &Adaptor{}
+		adaptor.Init(info)
+		url, err := adaptor.GetRequestURL(info)
+		require.NoError(t, err)
+		assert.Equal(t, "https://dashscope.invalid/compatible-mode/v1/responses", url)
+
+		info.CountBillableToolCall(dto.BuildInCallWebSearchCall, "")
+		info.ApplyVendorToolUsage([]byte(raw))
+		counts := map[string]int{}
+		for name, tool := range info.ResponsesUsageInfo.BuiltInTools {
+			counts[name] = tool.CallCount
+		}
+		assert.Equal(t, map[string]int{aliSearchAgentKey: 2, dto.BuildInToolWebSearch: 0, dto.BuildInToolWebSearchPreview: 0}, counts, raw)
+	}
+}
diff --git a/relay/channel/ali/dto.go b/relay/channel/ali/dto.go
index 26e9c1f..671b88c 100644
--- a/relay/channel/ali/dto.go
+++ b/relay/channel/ali/dto.go
@@ -1,12 +1,7 @@
 package ali
 
 import (
-	"strings"
-
-	"github.com/QuantumNous/new-api/logger"
 	"github.com/QuantumNous/new-api/relaykit/dto"
-	"github.com/QuantumNous/new-api/service"
-	"github.com/gin-gonic/gin"
 )
 
 type AliMessage struct {
@@ -14,11 +9,6 @@ type AliMessage struct {
 	Role    string `json:"role"`
 }
 
-type AliMediaContent struct {
-	Image string `json:"image,omitempty"`
-	Text  string `json:"text,omitempty"`
-}
-
 type AliInput struct {
 	Prompt string `json:"prompt,omitempty"`
 	//History []AliMessage `json:"history,omitempty"`
@@ -72,142 +62,6 @@ type AliUsage struct {
 	InputTokens  int `json:"input_tokens"`
 	OutputTokens int `json:"output_tokens"`
 	TotalTokens  int `json:"total_tokens"`
-	ImageCount   int `json:"image_count,omitempty"`
-}
-
-type TaskResult struct {
-	B64Image string `json:"b64_image,omitempty"`
-	Url      string `json:"url,omitempty"`
-	Code     string `json:"code,omitempty"`
-	Message  string `json:"message,omitempty"`
-}
-
-type AliOutput struct {
-	TaskId       string       `json:"task_id,omitempty"`
-	TaskStatus   string       `json:"task_status,omitempty"`
-	Text         string       `json:"text"`
-	FinishReason string       `json:"finish_reason"`
-	Message      string       `json:"message,omitempty"`
-	Code         string       `json:"code,omitempty"`
-	Results      []TaskResult `json:"results,omitempty"`
-	Choices      []struct {
-		FinishReason string `json:"finish_reason,omitempty"`
-		Message      struct {
-			Role             string            `json:"role,omitempty"`
-			Content          []AliMediaContent `json:"content,omitempty"`
-			ReasoningContent string            `json:"reasoning_content,omitempty"`
-		} `json:"message"`
-	} `json:"choices,omitempty"`
-}
-
-func (o *AliOutput) ChoicesToOpenAIImageDate(c *gin.Context, responseFormat string) []dto.ImageData {
-	var imageData []dto.ImageData
-	if len(o.Choices) > 0 {
-		for _, choice := range o.Choices {
-			var data dto.ImageData
-			for _, content := range choice.Message.Content {
-				if content.Image != "" {
-					if strings.HasPrefix(content.Image, "http") {
-						var b64Json string
-						if responseFormat == "b64_json" {
-							_, b64, err := service.GetImageFromUrl(content.Image)
-							if err != nil {
-								logger.LogError(c, "get_image_data_failed: "+err.Error())
-								continue
-							}
-							b64Json = b64
-						}
-						data.Url = content.Image
-						data.B64Json = b64Json
-					} else {
-						data.B64Json = content.Image
-					}
-				} else if content.Text != "" {
-					data.RevisedPrompt = content.Text
-				}
-			}
-			imageData = append(imageData, data)
-		}
-	}
-
-	return imageData
-}
-
-func (o *AliOutput) ResultToOpenAIImageDate(c *gin.Context, responseFormat string) []dto.ImageData {
-	var imageData []dto.ImageData
-	for _, data := range o.Results {
-		var b64Json string
-		if responseFormat == "b64_json" {
-			_, b64, err := service.GetImageFromUrl(data.Url)
-			if err != nil {
-				logger.LogError(c, "get_image_data_failed: "+err.Error())
-				continue
-			}
-			b64Json = b64
-		} else {
-			b64Json = data.B64Image
-		}
-
-		imageData = append(imageData, dto.ImageData{
-			Url:           data.Url,
-			B64Json:       b64Json,
-			RevisedPrompt: "",
-		})
-	}
-	return imageData
-}
-
-type AliResponse struct {
-	Output AliOutput `json:"output"`
-	Usage  AliUsage  `json:"usage"`
-	AliError
-}
-
-type AliImageRequest struct {
-	Model          string             `json:"model"`
-	Input          any                `json:"input"`
-	Parameters     AliImageParameters `json:"parameters"`
-	ResponseFormat string             `json:"response_format,omitempty"`
-}
-
-type AliImageParameters struct {
-	Size             string `json:"size,omitempty"`
-	N                *uint  `json:"n,omitempty"`
-	Steps            string `json:"steps,omitempty"`
-	Scale            string `json:"scale,omitempty"`
-	Watermark        *bool  `json:"watermark,omitempty"`
-	PromptExtend     *bool  `json:"prompt_extend,omitempty"`
-	ThinkingMode     *bool  `json:"thinking_mode,omitempty"`
-	EnableSequential *bool  `json:"enable_sequential,omitempty"`
-	BboxList         any    `json:"bbox_list,omitempty"`
-	ColorPalette     any    `json:"color_palette,omitempty"`
-	Seed             *int   `json:"seed,omitempty"`
-}
-
-func (p *AliImageParameters) PromptExtendValue() bool {
-	if p != nil && p.PromptExtend != nil {
-		return *p.PromptExtend
-	}
-	return false
-}
-
-type AliImageInput struct {
-	Prompt         string       `json:"prompt,omitempty"`
-	NegativePrompt string       `json:"negative_prompt,omitempty"`
-	Messages       []AliMessage `json:"messages,omitempty"`
-}
-
-type WanImageInput struct {
-	Prompt         string   `json:"prompt"`                    // 必需：文本提示词，描述生成图像中期望包含的元素和视觉特点
-	Images         []string `json:"images"`                    // 必需：图像URL数组，长度不超过2，支持HTTP/HTTPS URL或Base64编码
-	NegativePrompt string   `json:"negative_prompt,omitempty"` // 可选：反向提示词，描述不希望在画面中看到的内容
-}
-
-type WanImageParameters struct {
-	N         int     `json:"n,omitempty"`         // 生成图片数量，取值范围1-4，默认4
-	Watermark *bool   `json:"watermark,omitempty"` // 是否添加水印标识，默认false
-	Seed      int     `json:"seed,omitempty"`      // 随机数种子，取值范围[0, 2147483647]
-	Strength  float64 `json:"strength,omitempty"`  // 修改幅度 0.0-1.0，默认0.5（部分模型支持）
 }
 
 type AliRerankParameters struct {
diff --git a/relay/channel/ali/image.go b/relay/channel/ali/image.go
deleted file mode 100644
index 1c4b7e3..0000000
--- a/relay/channel/ali/image.go
+++ /dev/null
@@ -1,368 +0,0 @@
-package ali
-
-import (
-	"encoding/base64"
-	"errors"
-	"fmt"
-	"io"
-	"mime/multipart"
-	"net/http"
-	"strings"
-	"time"
-
-	"github.com/QuantumNous/new-api/common"
-	"github.com/QuantumNous/new-api/logger"
-	relaycommon "github.com/QuantumNous/new-api/relay/common"
-	"github.com/QuantumNous/new-api/relaykit/dto"
-	"github.com/QuantumNous/new-api/relaykit/types"
-	"github.com/QuantumNous/new-api/service"
-
-	"github.com/gin-gonic/gin"
-)
-
-func oaiImage2AliImageRequest(info *relaycommon.RelayInfo, request dto.ImageRequest, isSync bool) (*AliImageRequest, error) {
-	var imageRequest AliImageRequest
-	imageRequest.Model = request.Model
-	imageRequest.ResponseFormat = request.ResponseFormat
-	imageRequest.Parameters = AliImageParameters{
-		Size:      strings.ReplaceAll(request.Size, "x", "*"),
-		Watermark: request.Watermark,
-	}
-	if request.Extra != nil {
-		if val, ok := request.Extra["parameters"]; ok {
-			imageRequest.Parameters = AliImageParameters{}
-			err := common.Unmarshal(val, &imageRequest.Parameters)
-			if err != nil {
-				return nil, fmt.Errorf("invalid parameters field: %w", err)
-			}
-			// Direct adaptor callers can bypass ingress validation. Reuse the
-			// decoded provider scalars and the same quantity validation below.
-			if request.BillingParameters == nil {
-				request.BillingParameters = &dto.ImageBillingParameters{
-					N: imageRequest.Parameters.N, PromptExtend: imageRequest.Parameters.PromptExtend,
-				}
-			}
-		}
-		if val, ok := request.Extra["input"]; ok {
-			err := common.Unmarshal(val, &imageRequest.Input)
-			if err != nil {
-				return nil, fmt.Errorf("invalid input field: %w", err)
-			}
-		}
-	}
-
-	count, err := request.ImageCount(true)
-	if err != nil {
-		return nil, err
-	}
-	imageRequest.Parameters.N = common.GetPointer(uint(count))
-	if request.BillingParameters != nil {
-		imageRequest.Parameters.PromptExtend = request.BillingParameters.PromptExtend
-	}
-	if info.TieredBillingSnapshot == nil {
-		info.PriceData.AddOtherRatio("n", float64(count))
-		if strings.Contains(request.Model, "z-image") && imageRequest.Parameters.PromptExtendValue() {
-			info.PriceData.AddOtherRatio("prompt_extend", common.ZImagePromptExtendMultiplier)
-		}
-	}
-
-	// 同步图片模型和异步图片模型请求格式不一样
-	if isSync {
-		if imageRequest.Input == nil {
-			imageRequest.Input = AliImageInput{
-				Messages: []AliMessage{
-					{
-						Role: "user",
-						Content: []AliMediaContent{
-							{
-								Text: request.Prompt,
-							},
-						},
-					},
-				},
-			}
-		}
-	} else {
-		if imageRequest.Input == nil {
-			imageRequest.Input = AliImageInput{
-				Prompt: request.Prompt,
-			}
-		}
-	}
-
-	return &imageRequest, nil
-}
-func getImageBase64sFromForm(c *gin.Context, fieldName string) ([]string, error) {
-	mf := c.Request.MultipartForm
-	if mf == nil {
-		if _, err := c.MultipartForm(); err != nil {
-			return nil, fmt.Errorf("failed to parse image edit form request: %w", err)
-		}
-		mf = c.Request.MultipartForm
-	}
-
-	var imageFiles []*multipart.FileHeader
-	var exists bool
-
-	// First check for standard "image" field
-	if imageFiles, exists = mf.File["image"]; !exists || len(imageFiles) == 0 {
-		// If not found, check for "image[]" field
-		if imageFiles, exists = mf.File["image[]"]; !exists || len(imageFiles) == 0 {
-			// If still not found, iterate through all fields to find any that start with "image["
-			foundArrayImages := false
-			for fieldName, files := range mf.File {
-				if strings.HasPrefix(fieldName, "image[") && len(files) > 0 {
-					foundArrayImages = true
-					imageFiles = append(imageFiles, files...)
-				}
-			}
-
-			// If no image fields found at all
-			if !foundArrayImages && (len(imageFiles) == 0) {
-				return nil, errors.New("image is required")
-			}
-		}
-	}
-
-	if len(imageFiles) == 0 {
-		return nil, errors.New("image is required")
-	}
-
-	//if len(imageFiles) > 1 {
-	//	return nil, errors.New("only one image is supported for qwen edit")
-	//}
-
-	// 获取base64编码的图片
-	var imageBase64s []string
-	for _, file := range imageFiles {
-		image, err := file.Open()
-		if err != nil {
-			return nil, errors.New("failed to open image file")
-		}
-
-		// 读取文件内容
-		imageData, err := io.ReadAll(image)
-		if err != nil {
-			return nil, errors.New("failed to read image file")
-		}
-
-		// 获取MIME类型
-		mimeType := http.DetectContentType(imageData)
-
-		// 编码为base64
-		base64Data := base64.StdEncoding.EncodeToString(imageData)
-
-		// 构造data URL格式
-		dataURL := fmt.Sprintf("data:%s;base64,%s", mimeType, base64Data)
-		imageBase64s = append(imageBase64s, dataURL)
-		image.Close()
-	}
-	return imageBase64s, nil
-}
-
-func oaiFormEdit2AliImageEdit(c *gin.Context, info *relaycommon.RelayInfo, request dto.ImageRequest) (*AliImageRequest, error) {
-	count, err := request.ImageCount(true)
-	if err != nil {
-		return nil, err
-	}
-	var imageRequest AliImageRequest
-	imageRequest.Model = request.Model
-	imageRequest.ResponseFormat = request.ResponseFormat
-
-	imageBase64s, err := getImageBase64sFromForm(c, "image")
-	if err != nil {
-		return nil, fmt.Errorf("get image base64s from form failed: %w", err)
-	}
-	//dto.MediaContent{}
-	mediaContents := make([]AliMediaContent, len(imageBase64s))
-	for i, b64 := range imageBase64s {
-		mediaContents[i] = AliMediaContent{
-			Image: b64,
-		}
-	}
-	mediaContents = append(mediaContents, AliMediaContent{
-		Text: request.Prompt,
-	})
-	imageRequest.Input = AliImageInput{
-		Messages: []AliMessage{
-			{
-				Role:    "user",
-				Content: mediaContents,
-			},
-		},
-	}
-	imageRequest.Parameters = AliImageParameters{
-		N:         common.GetPointer(uint(count)),
-		Watermark: request.Watermark,
-	}
-	if request.BillingParameters != nil {
-		imageRequest.Parameters.PromptExtend = request.BillingParameters.PromptExtend
-	}
-	return &imageRequest, nil
-}
-
-func updateTask(info *relaycommon.RelayInfo, taskID string) (*AliResponse, error, []byte) {
-	url := fmt.Sprintf("%s/api/v1/tasks/%s", info.ChannelBaseUrl, taskID)
-
-	var aliResponse AliResponse
-
-	req, err := http.NewRequest("GET", url, nil)
-	if err != nil {
-		return &aliResponse, err, nil
-	}
-
-	req.Header.Set("Authorization", "Bearer "+info.ApiKey)
-
-	client := &http.Client{}
-	resp, err := client.Do(req)
-	if err != nil {
-		common.SysLog("updateTask client.Do err: " + err.Error())
-		return &aliResponse, err, nil
-	}
-	defer resp.Body.Close()
-
-	responseBody, err := io.ReadAll(resp.Body)
-
-	var response AliResponse
-	err = common.Unmarshal(responseBody, &response)
-	if err != nil {
-		common.SysLog("updateTask NewDecoder err: " + err.Error())
-		return &aliResponse, err, nil
-	}
-
-	return &response, nil, responseBody
-}
-
-func asyncTaskWait(c *gin.Context, info *relaycommon.RelayInfo, taskID string) (*AliResponse, []byte, error) {
-	waitSeconds := 10
-	step := 0
-	maxStep := 20
-
-	var taskResponse AliResponse
-	var responseBody []byte
-
-	time.Sleep(time.Duration(5) * time.Second)
-
-	for {
-		logger.LogDebug(c, "asyncTaskWait step %d/%d, wait %d seconds", step, maxStep, waitSeconds)
-		step++
-		rsp, err, body := updateTask(info, taskID)
-		responseBody = body
-		if err != nil {
-			logger.LogWarn(c, "asyncTaskWait UpdateTask err: "+err.Error())
-			time.Sleep(time.Duration(waitSeconds) * time.Second)
-			continue
-		}
-
-		if rsp.Output.TaskStatus == "" {
-			return &taskResponse, responseBody, nil
-		}
-
-		switch rsp.Output.TaskStatus {
-		case "FAILED":
-			fallthrough
-		case "CANCELED":
-			fallthrough
-		case "SUCCEEDED":
-			fallthrough
-		case "UNKNOWN":
-			return rsp, responseBody, nil
-		}
-		if step >= maxStep {
-			break
-		}
-		time.Sleep(time.Duration(waitSeconds) * time.Second)
-	}
-
-	return nil, nil, fmt.Errorf("aliAsyncTaskWait timeout")
-}
-
-func responseAli2OpenAIImage(c *gin.Context, response *AliResponse, originBody []byte, info *relaycommon.RelayInfo, responseFormat string) *dto.ImageResponse {
-	imageResponse := dto.ImageResponse{
-		Created: info.StartTime.Unix(),
-	}
-
-	if len(response.Output.Results) > 0 {
-		imageResponse.Data = response.Output.ResultToOpenAIImageDate(c, responseFormat)
-	} else if len(response.Output.Choices) > 0 {
-		imageResponse.Data = response.Output.ChoicesToOpenAIImageDate(c, responseFormat)
-	}
-
-	imageResponse.Metadata = originBody
-	return &imageResponse
-}
-
-func aliImageHandler(a *Adaptor, c *gin.Context, resp *http.Response, info *relaycommon.RelayInfo) (*types.NewAPIError, *dto.Usage) {
-	responseFormat := ""
-	if imageReq, ok := info.Request.(*dto.ImageRequest); ok {
-		responseFormat = imageReq.ResponseFormat
-	}
-
-	var aliTaskResponse AliResponse
-	responseBody, err := io.ReadAll(resp.Body)
-	if err != nil {
-		return types.NewOpenAIError(err, types.ErrorCodeReadResponseBodyFailed, http.StatusInternalServerError), nil
-	}
-	service.CloseResponseBodyGracefully(resp)
-	err = common.Unmarshal(responseBody, &aliTaskResponse)
-	if err != nil {
-		return types.NewOpenAIError(err, types.ErrorCodeBadResponseBody, http.StatusInternalServerError), nil
-	}
-
-	if aliTaskResponse.Message != "" {
-		logger.LogError(c, "ali_async_task_failed: "+aliTaskResponse.Message)
-		return types.NewError(errors.New(aliTaskResponse.Message), types.ErrorCodeBadResponse), nil
-	}
-
-	var (
-		aliResponse    *AliResponse
-		originRespBody []byte
-	)
-
-	if a.IsSyncImageModel {
-		aliResponse = &aliTaskResponse
-		originRespBody = responseBody
-	} else {
-		// 异步图片模型需要轮询任务结果
-		aliResponse, originRespBody, err = asyncTaskWait(c, info, aliTaskResponse.Output.TaskId)
-		if err != nil {
-			return types.NewError(err, types.ErrorCodeBadResponse), nil
-		}
-		if aliResponse.Output.TaskStatus != "SUCCEEDED" {
-			return types.WithOpenAIError(types.OpenAIError{
-				Message: aliResponse.Output.Message,
-				Type:    "ali_error",
-				Param:   "",
-				Code:    aliResponse.Output.Code,
-			}, resp.StatusCode), nil
-		}
-	}
-
-	if a.IsSyncImageModel {
-		logger.LogDebug(c, "ali_sync_image_result: %s", originRespBody)
-	} else {
-		logger.LogDebug(c, "ali_async_image_result: %s", originRespBody)
-	}
-
-	imageResponses := responseAli2OpenAIImage(c, aliResponse, originRespBody, info, responseFormat)
-	count := int64(aliResponse.Usage.ImageCount)
-	if count < 0 || count > dto.MaxImageN {
-		logger.LogWarn(c, "invalid Ali image usage count %d; falling back to response images or requested quantity", count)
-		count = 0
-	}
-	if count == 0 {
-		count = int64(len(imageResponses.Data))
-	}
-	if count > dto.MaxImageN {
-		logger.LogWarn(c, "invalid Ali response image count %d; retaining requested quantity", count)
-	} else if count > 0 {
-		info.UpdateImageCount(count)
-	}
-	jsonResponse, err := common.Marshal(imageResponses)
-	if err != nil {
-		return types.NewError(err, types.ErrorCodeBadResponseBody), nil
-	}
-	service.IOCopyBytesGracefully(c, resp, jsonResponse)
-
-	return nil, &dto.Usage{}
-}
diff --git a/relay/channel/ali/image_wan.go b/relay/channel/ali/image_wan.go
deleted file mode 100644
index c12b99c..0000000
--- a/relay/channel/ali/image_wan.go
+++ /dev/null
@@ -1,51 +0,0 @@
-package ali
-
-import (
-	"fmt"
-	"strings"
-
-	"github.com/QuantumNous/new-api/common"
-	relaycommon "github.com/QuantumNous/new-api/relay/common"
-	"github.com/QuantumNous/new-api/relaykit/dto"
-
-	"github.com/gin-gonic/gin"
-	"github.com/samber/lo"
-)
-
-func oaiFormEdit2WanxImageEdit(c *gin.Context, info *relaycommon.RelayInfo, request dto.ImageRequest) (*AliImageRequest, error) {
-	count, err := request.ImageCount(true)
-	if err != nil {
-		return nil, err
-	}
-	var imageRequest AliImageRequest
-	imageRequest.Model = request.Model
-	imageRequest.ResponseFormat = request.ResponseFormat
-	wanInput := WanImageInput{
-		Prompt: request.Prompt,
-	}
-
-	if err := common.UnmarshalBodyReusable(c, &wanInput); err != nil {
-		return nil, err
-	}
-	if wanInput.Images, err = getImageBase64sFromForm(c, "image"); err != nil {
-		return nil, fmt.Errorf("get image base64s from form failed: %w", err)
-	}
-	imageRequest.Input = wanInput
-	imageRequest.Parameters = AliImageParameters{
-		N: common.GetPointer(uint(count)),
-	}
-	if request.BillingParameters != nil {
-		imageRequest.Parameters.PromptExtend = request.BillingParameters.PromptExtend
-	}
-
-	return &imageRequest, nil
-}
-
-func isOldWanModel(modelName string) bool {
-	return strings.Contains(modelName, "wan") &&
-		!lo.SomeBy([]string{"wan2.6", "wan2.7"}, func(v string) bool { return strings.Contains(modelName, v) })
-}
-
-func isWanModel(modelName string) bool {
-	return strings.Contains(modelName, "wan")
-}
diff --git a/relay/channel/ali/web_search.go b/relay/channel/ali/web_search.go
new file mode 100644
index 0000000..93e0de9
--- /dev/null
+++ b/relay/channel/ali/web_search.go
@@ -0,0 +1,163 @@
+package ali
+
+import (
+	"encoding/json"
+	"strings"
+
+	"github.com/QuantumNous/new-api/common"
+	relaycommon "github.com/QuantumNous/new-api/relay/common"
+	"github.com/QuantumNous/new-api/relaykit/dto"
+	"github.com/QuantumNous/new-api/relaykit/relayconvert/convmeta"
+	"github.com/QuantumNous/new-api/relaykit/types"
+
+	"github.com/tidwall/gjson"
+)
+
+// DashScope web-search tool-price keys (search_strategy_* prices in
+// setting/operation_setting/tools.go). The compatible-mode Chat encoder never
+// writes search_strategy, so DashScope runs turbo; the Responses API "bills
+// web search like the agent strategy"; the Anthropic-compatible endpoint
+// publishes no search price and is billed like agent too (owner decision N9).
+const (
+	aliSearchTurboKey = "search_strategy_turbo"
+	aliSearchAgentKey = "search_strategy_agent"
+)
+
+// aliMaxAssignedSites is the documented search_options.assigned_site_list
+// limit; the list only applies to the default turbo strategy.
+const aliMaxAssignedSites = 25
+
+// encodeWebSearch maps hosted web search onto the DashScope OpenAI-compatible
+// Chat fields enable_search and search_options
+// (https://help.aliyun.com/zh/model-studio/web-search). search_strategy is
+// never written, so DashScope runs its default turbo strategy, and
+// search_context_size is not mapped to a strategy: a strategy changes the
+// price, not the amount of retrieved context.
+//
+// enable_search only works on the models DashScope lists. Other models answer
+// HTTP 400 "This model does not support enable_search.", and models that only
+// accept search_strategy=agent (qwen3.8-omni-flash) answer 400 as well. The
+// encoder sees no model support matrix and does not gate on model names, so
+// the request is sent as is and the upstream 400 reaches the client.
+func encodeWebSearch(info *relaycommon.RelayInfo) convmeta.WebSearchEncoder {
+	return func(call convmeta.WebSearchCall) (*convmeta.WebSearchEncoding, error) {
+		if call.Chat == nil {
+			return nil, nil
+		}
+		var diagnostics []types.ConversionDiagnostic
+		options := map[string]any{}
+		if call.Forced {
+			options["forced_search"] = true
+			// Compatible-mode Chat responses report no search usage; a forced
+			// search is the only proof that one ran.
+			info.RecordRequestInferredToolCall(aliSearchTurboKey)
+		}
+		spec := call.Spec
+		switch {
+		case len(spec.AllowedDomains) > aliMaxAssignedSites:
+			diagnostics = append(diagnostics, call.SemanticLoss("unsupported_domain_filter", "DashScope assigned_site_list accepts at most 25 sites; the domain filter was dropped"))
+		case len(spec.AllowedDomains) > 0:
+			options["assigned_site_list"] = spec.AllowedDomains
+		}
+		if len(spec.BlockedDomains) > 0 {
+			diagnostics = append(diagnostics, call.SemanticLoss("unsupported_domain_filter", "DashScope web search cannot exclude domains; blocked_domains was dropped"))
+		}
+		if spec.MaxUses != nil {
+			diagnostics = append(diagnostics, call.SemanticLoss("unsupported_search_limit", "DashScope web search cannot preserve max_uses"))
+		}
+		if len(spec.AllowedCallers) > 0 || spec.ExternalWebAccess != nil {
+			diagnostics = append(diagnostics, call.SemanticLoss("unsupported_search_controls", "DashScope web search cannot preserve caller or external-access constraints"))
+		}
+		if spec.SearchContextSize != "" || spec.Location != nil || spec.ResponseInclusion != "" || len(spec.ReturnTokenBudget) > 0 {
+			diagnostics = append(diagnostics, call.PresentationLoss("unsupported_search_tuning", "DashScope web search cannot preserve search context size, location, or result tuning"))
+		}
+		call.Chat.EnableSearch = json.RawMessage(`true`)
+		if len(options) > 0 {
+			encoded, err := common.Marshal(options)
+			if err != nil {
+				return nil, err
+			}
+			call.Chat.SearchOptions = encoded
+		}
+		return &convmeta.WebSearchEncoding{Diagnostics: diagnostics}, nil
+	}
+}
+
+// aliResponsesToolUsage bills Responses web search by the count DashScope
+// reports in usage.x_tools.web_search.count (terminal frames carry it under
+// response.usage) and silences the web_search_call items under the protocol
+// keys. gjson truncates fractional values and reads non-numbers as zero;
+// SetBillableToolCount ignores negatives and settlement applies
+// MaxBillableToolCallCount.
+func aliResponsesToolUsage(raw []byte) map[string]int {
+	count := gjson.GetBytes(raw, "usage.x_tools.web_search.count")
+	if !count.Exists() {
+		count = gjson.GetBytes(raw, "response.usage.x_tools.web_search.count")
+	}
+	if !count.Exists() {
+		return nil
+	}
+	return map[string]int{
+		aliSearchAgentKey:               int(count.Int()),
+		dto.BuildInToolWebSearch:        0,
+		dto.BuildInToolWebSearchPreview: 0,
+	}
+}
+
+// aliAnthropicWebSearchEntrypoint is the client marker DashScope's
+// Anthropic-compatible endpoint requires in system before it runs web search:
+// "使用 Anthropic SDK 或 HTTP 直接调用时，需在 system 中传入客户端标识
+// x-anthropic-billing-header: cc_entrypoint=cli;，否则联网搜索不生效。"
+// (https://help.aliyun.com/zh/model-studio/web-search). The marker must be a
+// system text block: sent as a plain string system, qwen3.8-flash answered
+// without searching (2026-10-05).
+const aliAnthropicWebSearchEntrypoint = "x-anthropic-billing-header: cc_entrypoint=cli;"
+
+// ensureAnthropicWebSearchEntrypoint prepends the marker block to system when
+// the request carries a web_search_* tool; a string system becomes the block
+// after the marker. It is idempotent: a system that already names
+// cc_entrypoint=cli, from the client or an earlier call, is left as is.
+func ensureAnthropicWebSearchEntrypoint(request *dto.ClaudeRequest) {
+	hasWebSearch := false
+	for _, tool := range request.GetTools() {
+		var toolType string
+		switch typed := tool.(type) {
+		case map[string]any:
+			toolType, _ = typed["type"].(string)
+		case *dto.ClaudeWebSearchTool:
+			toolType = typed.Type
+		case dto.ClaudeWebSearchTool:
+			toolType = typed.Type
+		}
+		if strings.HasPrefix(toolType, "web_search_") {
+			hasWebSearch = true
+			break
+		}
+	}
+	if !hasWebSearch {
+		return
+	}
+	const present = "cc_entrypoint=cli"
+	var blocks []dto.ClaudeMediaMessage
+	if request.System == nil || request.IsStringSystem() {
+		system := request.GetStringSystem()
+		if strings.Contains(system, present) {
+			return
+		}
+		if strings.TrimSpace(system) != "" {
+			block := dto.ClaudeMediaMessage{Type: dto.ContentTypeText}
+			block.SetText(system)
+			blocks = []dto.ClaudeMediaMessage{block}
+		}
+	} else {
+		blocks = request.ParseSystem()
+		for _, block := range blocks {
+			if block.Type == dto.ContentTypeText && strings.Contains(block.GetText(), present) {
+				return
+			}
+		}
+	}
+	marker := dto.ClaudeMediaMessage{Type: dto.ContentTypeText}
+	marker.SetText(aliAnthropicWebSearchEntrypoint)
+	request.System = append([]dto.ClaudeMediaMessage{marker}, blocks...)
+}
diff --git a/relay/channel/api_request.go b/relay/channel/api_request.go
index df44192..6f32022 100644
--- a/relay/channel/api_request.go
+++ b/relay/channel/api_request.go
@@ -6,6 +6,7 @@ import (
 	"fmt"
 	"io"
 	"net/http"
+	"net/http/httptrace"
 	"regexp"
 	"strings"
 	"sync"
@@ -405,6 +406,9 @@ func DoWssRequest(a Adaptor, c *gin.Context, info *common.RelayInfo, requestBody
 		}
 		dialer.Proxy = http.ProxyURL(proxyURL)
 	}
+	if info.ChannelSetting.TLSInsecureSkipVerify {
+		dialer.TLSClientConfig = common2.InsecureTLSConfig
+	}
 	targetConn, resp, err := dialer.DialContext(c.Request.Context(), fullRequestURL, targetHeader)
 	if err != nil {
 		statusCode := http.StatusInternalServerError
@@ -499,7 +503,7 @@ func sendPingData(c *gin.Context, mutex *sync.Mutex) error {
 	helper.ExtendWriteDeadline(c)
 	err := helper.PingData(c)
 	if err != nil {
-		logger.LogError(c, "SSE ping error: "+err.Error())
+		logger.LogError(c, common2.LogText("SSE ping error: %s", err.Error()))
 		return err
 	}
 
@@ -537,13 +541,11 @@ func doRequest(c *gin.Context, req *http.Request, info *common.RelayInfo) (*http
 	relayClient.CheckRedirect = keepUpstreamRedirectResponse
 	if common2.DebugEnabled && req != nil && req.URL != nil {
 		policy := service.NormalizeHTTPTransportPolicy(info.ChannelSetting)
-		logger.LogDebug(c, fmt.Sprintf(
-			"http transport select: host=%s protocol=%s shards=%d policy=%s",
+		logger.LogDebug(c, "http transport select: host=%s protocol=%s shards=%d policy=%s",
 			req.URL.Host,
 			policy.Protocol,
 			policy.Shards,
-			policy.String(),
-		))
+			policy.String())
 	}
 
 	var stopPinger context.CancelFunc
@@ -567,11 +569,21 @@ func doRequest(c *gin.Context, req *http.Request, info *common.RelayInfo) (*http
 	}
 
 	info.UpstreamRequests++
+	info.UpstreamTiming = nil
+	if info.UsingGroup == common2.GetEnvOrDefaultString("UPSTREAM_TIMING_GROUP", "") && c.Request.URL.Path == "/v1/responses" {
+		start := c.GetTime("request_received_at")
+		if start.IsZero() {
+			start = info.StartTime
+		}
+		info.UpstreamTiming = common.NewUpstreamTiming(start, info.UpstreamRequests, info.ChannelId, req.ContentLength)
+	}
+	c.Set(common.UpstreamTimingContextKey, info.UpstreamTiming)
 	var guard *common.ResponseGuardAttempt
 	var guardUsage *service.GuardUsageCollector
 	if guardEnabled {
 		var upstream context.Context
 		upstream, guard = info.ResponseGuard.Begin(c.Request.Context(), info.UpstreamRequests, info.ChannelId)
+		guard.Timing = info.UpstreamTiming
 		if info.DurableAttemptID != 0 {
 			guardUsage = service.NewGuardUsageCollector(c, info)
 			guard.OnEvent = guardUsage.Observe
@@ -579,6 +591,9 @@ func doRequest(c *gin.Context, req *http.Request, info *common.RelayInfo) (*http
 		}
 		req = req.WithContext(upstream)
 	}
+	if info.UpstreamTiming != nil {
+		req = req.WithContext(httptrace.WithClientTrace(req.Context(), info.UpstreamTiming.ClientTrace()))
+	}
 	resp, err := relayClient.Do(req)
 	if err != nil {
 		if guard != nil {
@@ -594,7 +609,7 @@ func doRequest(c *gin.Context, req *http.Request, info *common.RelayInfo) (*http
 			}
 			guard.Reason = "transport_error"
 		}
-		logger.LogError(c, "do request failed: "+err.Error())
+		logger.LogError(c, common2.LogText("do request failed: %s", err.Error()))
 		return nil, types.NewError(err, types.ErrorCodeDoRequestFailed, types.ErrOptionWithHideErrMsg("upstream error: do request failed"))
 	}
 	if resp == nil {
@@ -603,6 +618,7 @@ func doRequest(c *gin.Context, req *http.Request, info *common.RelayInfo) (*http
 		}
 		return nil, errors.New("resp is nil")
 	}
+	info.UpstreamTiming.Response(resp.Proto, resp.StatusCode)
 	if guard != nil {
 		if err := guard.Confirm(resp, c.Request.Context()); err != nil {
 			if guardUsage != nil && guardUsage.FinishRejected(info, guard, resp) {
@@ -614,17 +630,18 @@ func doRequest(c *gin.Context, req *http.Request, info *common.RelayInfo) (*http
 			guard.Finish(false)
 			return nil, guard.APIError()
 		}
+		if guard.Reason == "accepted" {
+			info.UpstreamTiming.Mark("model_confirmed")
+		}
 	}
 	if common2.DebugEnabled {
 		policy := service.NormalizeHTTPTransportPolicy(info.ChannelSetting)
-		logger.LogDebug(c, fmt.Sprintf(
-			"http transport negotiated: host=%s protocol=%s shards=%d policy=%s negotiated=%s",
+		logger.LogDebug(c, "http transport negotiated: host=%s protocol=%s shards=%d policy=%s negotiated=%s",
 			req.URL.Host,
 			policy.Protocol,
 			policy.Shards,
 			policy.String(),
-			resp.Proto,
-		))
+			resp.Proto)
 	}
 
 	if upID := resp.Header.Get(common2.RequestIdKey); upID != "" {
diff --git a/relay/channel/aws/adaptor.go b/relay/channel/aws/adaptor.go
index 92519a1..4a5fb19 100644
--- a/relay/channel/aws/adaptor.go
+++ b/relay/channel/aws/adaptor.go
@@ -93,6 +93,9 @@ func (a *Adaptor) Init(info *relaycommon.RelayInfo) {
 }
 
 func (a *Adaptor) GetRequestURL(info *relaycommon.RelayInfo) (string, error) {
+	if info.ChannelOtherSettings.AwsApiType == dto.AwsApiTypeMantle {
+		return mantleRequestURL(info)
+	}
 	if info.ChannelOtherSettings.AwsKeyType == dto.AwsKeyTypeApiKey {
 		awsModelId := getAwsModelID(info.UpstreamModelName)
 		a.ClientMode = ClientModeApiKey
@@ -154,6 +157,22 @@ func (a *Adaptor) ConvertOpenAIResponsesRequest(c *gin.Context, info *relaycommo
 }
 
 func (a *Adaptor) DoRequest(c *gin.Context, info *relaycommon.RelayInfo, requestBody io.Reader) (any, error) {
+	switch info.ChannelOtherSettings.AwsApiType {
+	case dto.AwsApiTypeMantle:
+		req, err := a.newMantleRequest(c, info, requestBody)
+		if err != nil {
+			return nil, err
+		}
+		resp, err := channel.DoRequest(c, req, info)
+		if err != nil {
+			return nil, newAwsInvokeError(c.Request.Context(), err, "Mantle Messages")
+		}
+		return resp, nil
+	case "", dto.AwsApiTypeInvokeModel:
+		// Unconfigured channels retain the existing InvokeModel behavior.
+	default:
+		return nil, errors.New("invalid AWS API type")
+	}
 	if a.ClientMode == ClientModeApiKey {
 		return channel.DoApiRequest(a, c, info, requestBody)
 	} else {
@@ -162,7 +181,7 @@ func (a *Adaptor) DoRequest(c *gin.Context, info *relaycommon.RelayInfo, request
 }
 
 func (a *Adaptor) DoResponse(c *gin.Context, resp *http.Response, info *relaycommon.RelayInfo) (usage any, err *types.NewAPIError) {
-	if a.ClientMode == ClientModeApiKey {
+	if info.ChannelOtherSettings.AwsApiType == dto.AwsApiTypeMantle || a.ClientMode == ClientModeApiKey {
 		claudeAdaptor := claude.Adaptor{}
 		usage, err = claudeAdaptor.DoResponse(c, resp, info)
 	} else {
diff --git a/relay/channel/aws/dto.go b/relay/channel/aws/dto.go
index 09ec3c0..22d84ca 100644
--- a/relay/channel/aws/dto.go
+++ b/relay/channel/aws/dto.go
@@ -40,18 +40,19 @@ func formatRequest(requestBody io.Reader, requestHeader http.Header) (*AwsClaude
 	awsClaudeRequest.AnthropicVersion = "bedrock-2023-05-31"
 
 	// check header anthropic-beta
-	anthropicBetaValues := requestHeader.Get("anthropic-beta")
-	if len(anthropicBetaValues) > 0 {
-		var tempArray []string
-		tempArray = strings.Split(anthropicBetaValues, ",")
-		if len(tempArray) > 0 {
-			betaJson, err := json.Marshal(tempArray)
-			if err != nil {
-				return nil, err
-			}
-			awsClaudeRequest.AnthropicBeta = betaJson
+	var betas []string
+	for beta := range strings.SplitSeq(requestHeader.Get("anthropic-beta"), ",") {
+		if beta = strings.TrimSpace(beta); beta != "" {
+			betas = append(betas, beta)
 		}
 	}
+	if len(betas) > 0 {
+		betaJson, err := common.Marshal(betas)
+		if err != nil {
+			return nil, err
+		}
+		awsClaudeRequest.AnthropicBeta = betaJson
+	}
 	logger.LogJson(context.Background(), "json", awsClaudeRequest)
 	return &awsClaudeRequest, nil
 }
diff --git a/relay/channel/aws/mantle.go b/relay/channel/aws/mantle.go
new file mode 100644
index 0000000..310f1c8
--- /dev/null
+++ b/relay/channel/aws/mantle.go
@@ -0,0 +1,144 @@
+package aws
+
+import (
+	"bytes"
+	"crypto/sha256"
+	"encoding/hex"
+	"encoding/json"
+	"fmt"
+	"io"
+	"net/http"
+	"net/url"
+	"strings"
+	"time"
+
+	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/relay/channel"
+	"github.com/QuantumNous/new-api/relay/channel/claude"
+	relaycommon "github.com/QuantumNous/new-api/relay/common"
+	"github.com/aws/aws-sdk-go-v2/aws"
+	"github.com/aws/aws-sdk-go-v2/aws/signer/v4"
+	"github.com/gin-gonic/gin"
+)
+
+func mantleRequestURL(info *relaycommon.RelayInfo) (string, error) {
+	parts := strings.Split(info.ApiKey, "|")
+	if len(parts) != 2 && len(parts) != 3 {
+		return "", fmt.Errorf("invalid AWS credentials: use APIKey|Region or AccessKey|SecretAccessKey|Region")
+	}
+	for _, part := range parts {
+		if strings.TrimSpace(part) == "" {
+			return "", fmt.Errorf("invalid AWS credentials: empty credential or region")
+		}
+	}
+	region := parts[len(parts)-1]
+	for _, ch := range region {
+		if (ch < 'a' || ch > 'z') && (ch < '0' || ch > '9') && ch != '-' {
+			return "", fmt.Errorf("invalid AWS region")
+		}
+	}
+	baseURL := strings.TrimRight(info.ChannelBaseUrl, "/")
+	if baseURL == "" {
+		baseURL = "https://bedrock-mantle." + region + ".api.aws"
+	}
+	endpoint, err := url.Parse(baseURL)
+	if err != nil || endpoint.Scheme != "https" || endpoint.Host == "" || endpoint.User != nil || endpoint.RawQuery != "" || endpoint.Fragment != "" {
+		return "", fmt.Errorf("AWS Mantle base URL must be an HTTPS URL without credentials, query, or fragment")
+	}
+	switch {
+	case strings.HasSuffix(endpoint.Path, "/anthropic/v1/messages"):
+	case strings.HasSuffix(endpoint.Path, "/anthropic/v1"):
+		endpoint.Path += "/messages"
+	case strings.HasSuffix(endpoint.Path, "/anthropic"):
+		endpoint.Path += "/v1/messages"
+	default:
+		endpoint.Path += "/anthropic/v1/messages"
+	}
+	return endpoint.String(), nil
+}
+
+// Mantle uses native Messages JSON and SSE, not the InvokeModel envelope.
+// Sign the final payload and headers, including administrator overrides.
+func (a *Adaptor) newMantleRequest(c *gin.Context, info *relaycommon.RelayInfo, requestBody io.Reader) (*http.Request, error) {
+	endpoint, err := mantleRequestURL(info)
+	if err != nil {
+		return nil, err
+	}
+	if a.IsNova || isNovaModel(getAwsModelID(info.UpstreamModelName)) {
+		return nil, fmt.Errorf("AWS Mantle Messages API requires a Claude model; use InvokeModel for Amazon Nova")
+	}
+	var payload map[string]json.RawMessage
+	if err := common.DecodeJson(requestBody, &payload); err != nil {
+		return nil, fmt.Errorf("decode AWS Mantle request: %w", err)
+	}
+	if payload == nil {
+		return nil, fmt.Errorf("AWS Mantle request must be a JSON object")
+	}
+	// Use the channel's resolved model even for passthrough requests. Do not
+	// apply InvokeModel's version suffixes or automatic cross-region prefixes.
+	model := info.UpstreamModelName
+	if model == "claude-haiku-4-5-20251001" {
+		model = "claude-haiku-4-5"
+	}
+	if strings.HasPrefix(model, "claude-") {
+		model = "anthropic." + model
+	}
+	payload["model"], err = common.Marshal(model)
+	if err != nil {
+		return nil, err
+	}
+	delete(payload, "anthropic_version")
+	delete(payload, "anthropic_beta")
+	body, err := common.Marshal(payload)
+	if err != nil {
+		return nil, fmt.Errorf("marshal AWS Mantle request: %w", err)
+	}
+	req, err := http.NewRequestWithContext(c.Request.Context(), http.MethodPost, endpoint, bytes.NewReader(body))
+	if err != nil {
+		return nil, fmt.Errorf("create AWS Mantle request: %w", err)
+	}
+	channel.SetupApiRequestHeader(info, c, &req.Header)
+	req.Header.Set("Content-Type", "application/json")
+	req.Header.Set("anthropic-version", "2023-06-01")
+	claude.CommonClaudeHeadersOperation(c, &req.Header, info)
+	parts := strings.Split(info.ApiKey, "|")
+	if len(parts) == 2 {
+		req.Header.Set("x-api-key", parts[0])
+	}
+	headerOverride, err := channel.ResolveHeaderOverride(info, c)
+	if err != nil {
+		return nil, err
+	}
+	for key, value := range headerOverride {
+		req.Header.Set(key, value)
+		if strings.EqualFold(key, "Host") {
+			req.Host = value
+		}
+	}
+	// HTTP/2 and intermediaries can remove hop-by-hop headers. Strip them
+	// after overrides, including fields named by Connection, so SigV4 covers
+	// only headers that will reach Mantle. Proxy credentials must stay local.
+	for _, connection := range req.Header.Values("Connection") {
+		for name := range strings.SplitSeq(connection, ",") {
+			req.Header.Del(strings.TrimSpace(name))
+		}
+	}
+	for _, name := range []string{
+		"Connection", "Proxy-Connection", "Keep-Alive", "Proxy-Authenticate",
+		"Proxy-Authorization", "Te", "Trailer", "Transfer-Encoding", "Upgrade",
+	} {
+		req.Header.Del(name)
+	}
+	if len(parts) == 3 {
+		// Never send an unrelated bearer credential alongside SigV4. The AWS
+		// signer handles timestamps and signing the exact transmitted payload.
+		req.Header.Del("Authorization")
+		req.Header.Del("x-api-key")
+		credentials := aws.Credentials{AccessKeyID: parts[0], SecretAccessKey: parts[1]}
+		hash := sha256.Sum256(body)
+		if err := v4.NewSigner().SignHTTP(req.Context(), credentials, req, hex.EncodeToString(hash[:]), "bedrock-mantle", parts[2], time.Now()); err != nil {
+			return nil, fmt.Errorf("sign AWS Mantle request: %w", err)
+		}
+	}
+	return req, nil
+}
diff --git a/relay/channel/aws/relay-aws.go b/relay/channel/aws/relay-aws.go
index 25246e1..cfded9a 100644
--- a/relay/channel/aws/relay-aws.go
+++ b/relay/channel/aws/relay-aws.go
@@ -299,10 +299,10 @@ streamLoop:
 					return respErr, nil
 				}
 			case *bedrockruntimeTypes.UnknownUnionMember:
-				fmt.Println("unknown tag:", v.Tag)
+				fmt.Println(common.LogText("unknown tag: %v", v.Tag))
 				return types.NewError(errors.New("unknown response type"), types.ErrorCodeInvalidRequest), nil
 			default:
-				fmt.Println("union is nil or unknown type")
+				fmt.Println(common.LogText("union is nil or unknown type"))
 				return types.NewError(errors.New("nil or unknown response type"), types.ErrorCodeInvalidRequest), nil
 			}
 		}
diff --git a/relay/channel/aws/relay_aws_test.go b/relay/channel/aws/relay_aws_test.go
index 5f92566..8594436 100644
--- a/relay/channel/aws/relay_aws_test.go
+++ b/relay/channel/aws/relay_aws_test.go
@@ -3,21 +3,29 @@ package aws
 import (
 	"bytes"
 	"context"
+	"crypto/sha256"
+	"encoding/hex"
+	"encoding/json"
 	"errors"
+	"fmt"
 	"io"
+	"maps"
 	"net/http"
 	"net/http/httptest"
+	"strings"
 	"sync"
 	"testing"
 	"time"
 
 	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/constant"
 	relaycommon "github.com/QuantumNous/new-api/relay/common"
 	"github.com/QuantumNous/new-api/relaykit/dto"
 	relaytypes "github.com/QuantumNous/new-api/relaykit/types"
 	"github.com/aws/aws-sdk-go-v2/aws"
 	"github.com/aws/aws-sdk-go-v2/aws/protocol/eventstream"
 	"github.com/aws/aws-sdk-go-v2/aws/protocol/eventstream/eventstreamapi"
+	"github.com/aws/aws-sdk-go-v2/aws/signer/v4"
 	"github.com/aws/aws-sdk-go-v2/credentials"
 	"github.com/aws/aws-sdk-go-v2/service/bedrockruntime"
 	"github.com/gin-gonic/gin"
@@ -182,6 +190,37 @@ func TestDoAwsClientRequest_AppliesRuntimeHeaderOverrideToAnthropicBeta(t *testi
 	require.Equal(t, []any{"computer-use-2025-01-24"}, values)
 }
 
+func TestDoAwsClientRequest_ForwardsThinkingBlockBindingAndBetaList(t *testing.T) {
+	gin.SetMode(gin.TestMode)
+	ctx, _ := gin.CreateTestContext(httptest.NewRecorder())
+	ctx.Request = httptest.NewRequest(http.MethodPost, "/v1/messages", nil)
+	ctx.Request.Header.Set("anthropic-beta", "fast-mode-2026-02-01, thinking-binding-controls-2026-08-01")
+
+	info := &relaycommon.RelayInfo{
+		OriginModelName: "claude-opus-5-5",
+		ChannelMeta: &relaycommon.ChannelMeta{
+			ApiKey:            "access-key|secret-key|us-east-1",
+			UpstreamModelName: "claude-opus-5-5",
+		},
+	}
+	requestBody := bytes.NewBufferString(`{"max_tokens":128,"messages":[{"role":"user","content":"hello"}],` +
+		`"thinking":{"type":"adaptive","display":"summarized","block_binding":{"prefix_mismatch_behavior":"drop_block"}}}`)
+	adaptor := &Adaptor{}
+
+	_, err := doAwsClientRequest(ctx, info, adaptor, requestBody)
+	require.NoError(t, err)
+	awsReq, ok := adaptor.AwsReq.(*bedrockruntime.InvokeModelInput)
+	require.True(t, ok)
+
+	var payload struct {
+		AnthropicBeta []string        `json:"anthropic_beta"`
+		Thinking      json.RawMessage `json:"thinking"`
+	}
+	require.NoError(t, common.Unmarshal(awsReq.Body, &payload))
+	assert.Equal(t, []string{"fast-mode-2026-02-01", "thinking-binding-controls-2026-08-01"}, payload.AnthropicBeta)
+	assert.JSONEq(t, `{"type":"adaptive","display":"summarized","block_binding":{"prefix_mismatch_behavior":"drop_block"}}`, string(payload.Thinking))
+}
+
 func TestNewAwsInvokeContextInheritsParent(t *testing.T) {
 	originalRelayTimeout := common.RelayTimeout
 	t.Cleanup(func() {
@@ -450,3 +489,422 @@ func TestAwsStreamHandlerStopsAtClientCancellation(t *testing.T) {
 		t.Fatal("upstream producer did not observe the closed stream")
 	}
 }
+
+func newMantleTestInfo() *relaycommon.RelayInfo {
+	info := newAwsTestRelayInfo()
+	info.IsStream = false
+	info.RelayFormat = relaytypes.RelayFormatClaude
+	info.UpstreamModelName = "claude-opus-4-7"
+	info.ApiKey = "test-api-key|us-east-1"
+	info.ChannelOtherSettings.AwsApiType = dto.AwsApiTypeMantle
+	return info
+}
+
+func TestMantleRequestPreservesNativeFieldsAndSignsFinalPayload(t *testing.T) {
+	for _, key := range []string{"test-api-key|us-east-1", "access-key|secret-key|eu-west-1"} {
+		t.Run(strings.Split(key, "|")[0], func(t *testing.T) {
+			info := newMantleTestInfo()
+			info.ApiKey = key
+			info.UseRuntimeHeadersOverride = true
+			info.RuntimeHeadersOverride = map[string]any{"anthropic-beta": "test-beta", "X-Test": "override"}
+			info.ChannelSetting.PassThroughBodyEnabled = true
+			ctx, cancel := context.WithCancel(context.Background())
+			defer cancel()
+			c := newAwsTestContext(httptest.NewRecorder(), ctx)
+			c.Request.Header.Set("Authorization", "Bearer client-secret")
+			c.Request.Header.Set("x-api-key", "client-secret")
+			a := &Adaptor{}
+			body := `{"model":"client-alias","stream":true,"max_tokens":128,"temperature":0,"cache_control":{"type":"ephemeral","ttl":"1h"},"messages":[{"role":"user","content":[{"type":"text","text":"hello","cache_control":{"type":"ephemeral"}}]}],"future_option":{"enabled":false},"anthropic_version":"bedrock-2023-05-31"}`
+			req, err := a.newMantleRequest(c, info, strings.NewReader(body))
+			require.NoError(t, err)
+			assert.Equal(t, "/anthropic/v1/messages", req.URL.Path)
+			assert.Equal(t, http.MethodPost, req.Method)
+			assert.Equal(t, "2023-06-01", req.Header.Get("anthropic-version"))
+			assert.Equal(t, "test-beta", req.Header.Get("anthropic-beta"))
+			assert.Equal(t, "override", req.Header.Get("X-Test"))
+			payload, err := io.ReadAll(req.Body)
+			require.NoError(t, err)
+			var data map[string]json.RawMessage
+			require.NoError(t, common.Unmarshal(payload, &data))
+			assert.JSONEq(t, `"anthropic.claude-opus-4-7"`, string(data["model"]))
+			assert.JSONEq(t, `{"type":"ephemeral","ttl":"1h"}`, string(data["cache_control"]))
+			assert.JSONEq(t, `[{"role":"user","content":[{"type":"text","text":"hello","cache_control":{"type":"ephemeral"}}]}]`, string(data["messages"]))
+			assert.JSONEq(t, `{"enabled":false}`, string(data["future_option"]))
+			assert.Equal(t, "0", string(data["temperature"]))
+			assert.Equal(t, "true", string(data["stream"]))
+			assert.NotContains(t, data, "anthropic_version")
+			replay, err := req.GetBody()
+			require.NoError(t, err)
+			defer replay.Close()
+			replayed, err := io.ReadAll(replay)
+			require.NoError(t, err)
+			assert.Equal(t, payload, replayed)
+			if strings.HasPrefix(key, "access-key|") {
+				assert.Empty(t, req.Header.Get("x-api-key"))
+				auth := req.Header.Get("Authorization")
+				assert.Contains(t, auth, "/eu-west-1/bedrock-mantle/aws4_request")
+				assert.NotContains(t, auth, "secret-key")
+				signedAt, err := time.Parse("20060102T150405Z", req.Header.Get("X-Amz-Date"))
+				require.NoError(t, err)
+				verification := req.Clone(ctx)
+				verification.Header.Del("Authorization")
+				hash := sha256.Sum256(payload)
+				err = v4.NewSigner().SignHTTP(ctx, aws.Credentials{AccessKeyID: "access-key", SecretAccessKey: "secret-key"}, verification, hex.EncodeToString(hash[:]), "bedrock-mantle", "eu-west-1", signedAt)
+				require.NoError(t, err)
+				assert.Equal(t, auth, verification.Header.Get("Authorization"))
+			} else {
+				assert.Equal(t, "test-api-key", req.Header.Get("x-api-key"))
+				assert.Empty(t, req.Header.Get("Authorization"))
+			}
+			cancel()
+			assert.ErrorIs(t, req.Context().Err(), context.Canceled)
+		})
+	}
+}
+
+func TestMantleEndpointAndCredentialValidation(t *testing.T) {
+	for _, test := range []struct {
+		name, key, base, want string
+		invalid               bool
+	}{
+		{name: "regional default", key: "key|us-west-2", want: "https://bedrock-mantle.us-west-2.api.aws/anthropic/v1/messages"},
+		{name: "proxy root", key: "ak|sk|us-east-1", base: "https://proxy.example/gateway/", want: "https://proxy.example/gateway/anthropic/v1/messages"},
+		{name: "anthropic root", key: "key|us-east-1", base: "https://proxy.example/anthropic/", want: "https://proxy.example/anthropic/v1/messages"},
+		{name: "version root", key: "key|us-east-1", base: "https://proxy.example/anthropic/v1", want: "https://proxy.example/anthropic/v1/messages"},
+		{name: "full endpoint", key: "key|us-east-1", base: "https://proxy.example/anthropic/v1/messages", want: "https://proxy.example/anthropic/v1/messages"},
+		{name: "missing region", key: "secret", invalid: true},
+		{name: "empty key", key: "|us-east-1", invalid: true},
+		{name: "empty secret", key: "ak||us-east-1", invalid: true},
+		{name: "injected host", key: "key|us-east-1.evil.example/", invalid: true},
+		{name: "plaintext URL", key: "key|us-east-1", base: "http://proxy.example", invalid: true},
+		{name: "URL credentials", key: "key|us-east-1", base: "https://user:secret@proxy.example", invalid: true},
+	} {
+		t.Run(test.name, func(t *testing.T) {
+			info := newMantleTestInfo()
+			info.ApiKey, info.ChannelBaseUrl = test.key, test.base
+			endpoint, err := (&Adaptor{}).GetRequestURL(info)
+			if test.invalid {
+				require.Error(t, err)
+				assert.NotContains(t, err.Error(), "secret")
+				assert.Empty(t, endpoint)
+				return
+			}
+			require.NoError(t, err)
+			assert.Equal(t, test.want, endpoint)
+		})
+	}
+}
+
+func TestMantleHTTPResponsesPreserveCacheUsage(t *testing.T) {
+	originalTimeout := constant.StreamingTimeout
+	constant.StreamingTimeout = 30
+	t.Cleanup(func() { constant.StreamingTimeout = originalTimeout })
+	const usageJSON = `{"input_tokens":100,"output_tokens":23,"cache_read_input_tokens":1000,"cache_creation_input_tokens":50,"cache_creation":{"ephemeral_5m_input_tokens":20,"ephemeral_1h_input_tokens":30}}`
+	for _, stream := range []bool{false, true} {
+		for _, format := range []relaytypes.RelayFormat{relaytypes.RelayFormatClaude, relaytypes.RelayFormatOpenAI} {
+			t.Run(fmt.Sprintf("stream=%t/format=%s", stream, format), func(t *testing.T) {
+				server := httptest.NewTLSServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+					if stream {
+						w.Header().Set("Content-Type", "text/event-stream")
+						fmt.Fprintf(w, "event: message_start\ndata: {\"type\":\"message_start\",\"message\":{\"id\":\"msg_mantle\",\"type\":\"message\",\"role\":\"assistant\",\"model\":\"anthropic.claude-opus-4-7\",\"content\":[],\"usage\":%s}}\n\n", usageJSON)
+						fmt.Fprint(w, "event: content_block_delta\ndata: {\"type\":\"content_block_delta\",\"index\":0,\"delta\":{\"type\":\"text_delta\",\"text\":\"hello\"}}\n\n")
+						fmt.Fprint(w, "event: message_delta\ndata: {\"type\":\"message_delta\",\"delta\":{\"stop_reason\":\"end_turn\"},\"usage\":{\"output_tokens\":23}}\n\n")
+						fmt.Fprint(w, "event: message_stop\ndata: {\"type\":\"message_stop\"}\n\n")
+						return
+					}
+					w.Header().Set("Content-Type", "application/json")
+					fmt.Fprintf(w, `{"id":"msg_mantle","type":"message","role":"assistant","model":"anthropic.claude-opus-4-7","content":[{"type":"text","text":"hello"}],"stop_reason":"end_turn","usage":%s}`, usageJSON)
+				}))
+				defer server.Close()
+				original := http.DefaultClient
+				http.DefaultClient = server.Client()
+				defer func() { http.DefaultClient = original }()
+				info := newMantleTestInfo()
+				info.ChannelBaseUrl, info.IsStream, info.RelayFormat = server.URL, stream, format
+				recorder := httptest.NewRecorder()
+				c := newAwsTestContext(recorder, context.Background())
+				a := &Adaptor{}
+				a.Init(info)
+				var request dto.ClaudeRequest
+				require.NoError(t, common.UnmarshalJsonStr(`{"model":"claude-opus-4-7","max_tokens":128,"messages":[{"role":"user","content":"hello"}],"cache_control":{"type":"ephemeral"}}`, &request))
+				request.Stream = &stream
+				converted, err := a.ConvertClaudeRequest(c, info, &request)
+				require.NoError(t, err)
+				body, err := common.Marshal(converted)
+				require.NoError(t, err)
+				response, err := a.DoRequest(c, info, bytes.NewReader(body))
+				require.NoError(t, err)
+				httpResponse, ok := response.(*http.Response)
+				require.True(t, ok)
+				result, apiErr := a.DoResponse(c, httpResponse, info)
+				require.Nil(t, apiErr)
+				usage, ok := result.(*dto.Usage)
+				require.True(t, ok)
+				require.NotNil(t, usage.BillingUsage)
+				require.NotNil(t, usage.BillingUsage.ClaudeUsage)
+				claudeUsage := usage.BillingUsage.ClaudeUsage
+				assert.Equal(t, 100, claudeUsage.InputTokens)
+				assert.Equal(t, 23, claudeUsage.OutputTokens)
+				assert.Equal(t, 1000, claudeUsage.CacheReadInputTokens)
+				assert.Equal(t, 50, claudeUsage.CacheCreationInputTokens)
+				assert.Equal(t, 20, claudeUsage.GetCacheCreation5mTokens())
+				assert.Equal(t, 30, claudeUsage.GetCacheCreation1hTokens())
+				assert.Contains(t, recorder.Body.String(), "hello")
+				if stream && format == relaytypes.RelayFormatOpenAI {
+					assert.Contains(t, recorder.Body.String(), "[DONE]")
+				}
+			})
+		}
+	}
+}
+
+func TestMantleDoesNotFollowRedirectsOrFallbackOnAuthFailure(t *testing.T) {
+	for _, status := range []int{http.StatusTemporaryRedirect, http.StatusUnauthorized, http.StatusTooManyRequests} {
+		t.Run(fmt.Sprint(status), func(t *testing.T) {
+			calls := 0
+			server := httptest.NewTLSServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+				calls++
+				w.Header().Set("Location", "/credential-leak")
+				w.WriteHeader(status)
+			}))
+			defer server.Close()
+			original := http.DefaultClient
+			http.DefaultClient = server.Client()
+			defer func() { http.DefaultClient = original }()
+			info := newMantleTestInfo()
+			info.ChannelBaseUrl = server.URL
+			c := newAwsTestContext(httptest.NewRecorder(), context.Background())
+			response, err := (&Adaptor{}).DoRequest(c, info, strings.NewReader(`{"messages":[]}`))
+			require.NoError(t, err)
+			httpResponse := response.(*http.Response)
+			defer httpResponse.Body.Close()
+			assert.Equal(t, status, httpResponse.StatusCode)
+			assert.Equal(t, 1, calls)
+		})
+	}
+}
+
+func TestAWSLegacyInterfaceRemainsDefault(t *testing.T) {
+	for _, mode := range []dto.AwsApiType{"", dto.AwsApiTypeInvokeModel} {
+		for _, stream := range []bool{false, true} {
+			t.Run(fmt.Sprintf("%s/stream=%t", mode, stream), func(t *testing.T) {
+				info := newMantleTestInfo()
+				info.ChannelOtherSettings.AwsApiType = mode
+				info.IsStream = stream
+				info.UpstreamModelName = "claude-3-5-sonnet-20240620"
+				c := newAwsTestContext(httptest.NewRecorder(), context.Background())
+				a := &Adaptor{}
+				a.Init(info)
+				response, err := a.DoRequest(c, info, strings.NewReader(`{"max_tokens":128,"messages":[{"role":"user","content":[{"type":"text","text":"hi","cache_control":{"type":"ephemeral"}}]}],"cache_control":{"type":"ephemeral"}}`))
+				require.NoError(t, err)
+				assert.Nil(t, response)
+				var body []byte
+				if stream {
+					input, ok := a.AwsReq.(*bedrockruntime.InvokeModelWithResponseStreamInput)
+					require.True(t, ok)
+					body = input.Body
+					assert.Equal(t, "us."+awsTestModel, *input.ModelId)
+				} else {
+					input, ok := a.AwsReq.(*bedrockruntime.InvokeModelInput)
+					require.True(t, ok)
+					body = input.Body
+					assert.Equal(t, "us."+awsTestModel, *input.ModelId)
+				}
+				var payload map[string]json.RawMessage
+				require.NoError(t, common.Unmarshal(body, &payload))
+				assert.Equal(t, `"bedrock-2023-05-31"`, string(payload["anthropic_version"]))
+				assert.NotContains(t, payload, "cache_control")
+				assert.Contains(t, string(payload["messages"]), "cache_control")
+			})
+		}
+	}
+}
+
+func TestMantleRejectsInvalidRequestsAndPreservesExplicitModelIDs(t *testing.T) {
+	for _, test := range []struct {
+		name, model, body, wantModel string
+		invalid                      bool
+	}{
+		{name: "legacy Haiku alias", model: "claude-haiku-4-5-20251001", body: `{"messages":[]}`, wantModel: "anthropic.claude-haiku-4-5"},
+		{name: "short Haiku alias", model: "claude-haiku-4-5", body: `{"messages":[]}`, wantModel: "anthropic.claude-haiku-4-5"},
+		{name: "explicit Haiku model", model: "anthropic.claude-haiku-4-5", body: `{"messages":[]}`},
+		{name: "explicit Haiku inference profile", model: "us.anthropic.claude-haiku-4-5", body: `{"messages":[]}`},
+		{name: "explicit regional model", model: "us.anthropic.claude-opus-4-7", body: `{"messages":[]}`},
+		{name: "explicit model", model: "anthropic.claude-opus-4-7", body: `{"messages":[]}`},
+		{name: "Nova requires legacy", model: "nova-pro-v1:0", body: `{"messages":[]}`, invalid: true},
+		{name: "null body", model: "claude-opus-4-7", body: `null`, invalid: true},
+		{name: "malformed JSON", model: "claude-opus-4-7", body: `{`, invalid: true},
+	} {
+		t.Run(test.name, func(t *testing.T) {
+			info := newMantleTestInfo()
+			info.UpstreamModelName = test.model
+			c := newAwsTestContext(httptest.NewRecorder(), context.Background())
+			req, err := (&Adaptor{}).newMantleRequest(c, info, strings.NewReader(test.body))
+			if test.invalid {
+				require.Error(t, err)
+				assert.Nil(t, req)
+				return
+			}
+			require.NoError(t, err)
+			defer req.Body.Close()
+			var payload map[string]any
+			require.NoError(t, common.DecodeJson(req.Body, &payload))
+			wantModel := test.wantModel
+			if wantModel == "" {
+				wantModel = test.model
+			}
+			assert.Equal(t, wantModel, payload["model"])
+			assert.NotContains(t, payload, "cache_control")
+		})
+	}
+}
+
+func TestMantleSignatureMatchesWireHeaders(t *testing.T) {
+	for _, test := range []struct {
+		name          string
+		http2         bool
+		allHopHeaders bool
+	}{
+		{name: "HTTP2 keep-alive", http2: true},
+		{name: "HTTP1 hop-by-hop headers", allHopHeaders: true},
+		{name: "HTTP2 hop-by-hop headers", http2: true, allHopHeaders: true},
+	} {
+		t.Run(test.name, func(t *testing.T) {
+			type receivedRequest struct {
+				request *http.Request
+				body    []byte
+				err     error
+			}
+			received := make(chan receivedRequest, 1)
+			server := httptest.NewUnstartedServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+				body, err := io.ReadAll(r.Body)
+				received <- receivedRequest{request: r.Clone(context.Background()), body: body, err: err}
+				w.WriteHeader(http.StatusOK)
+			}))
+			server.EnableHTTP2 = test.http2
+			server.StartTLS()
+			defer server.Close()
+			originalClient := http.DefaultClient
+			http.DefaultClient = server.Client()
+			defer func() { http.DefaultClient = originalClient }()
+
+			info := newMantleTestInfo()
+			info.ChannelBaseUrl = server.URL
+			info.ApiKey = "access-key|secret-key|us-east-1"
+			info.UseRuntimeHeadersOverride = true
+			info.RuntimeHeadersOverride = map[string]any{
+				"Connection":     "keep-alive",
+				"anthropic-beta": "test-beta",
+				"X-Test":         "end-to-end",
+			}
+			if test.allHopHeaders {
+				maps.Copy(info.RuntimeHeadersOverride, map[string]any{
+					"Connection":          "keep-alive, x-hop-token",
+					"X-Hop-Token":         "hop-only",
+					"Keep-Alive":          "timeout=5",
+					"Proxy-Connection":    "keep-alive",
+					"Proxy-Authenticate":  "Basic",
+					"Proxy-Authorization": "Basic test-proxy-token",
+					"Te":                  "trailers",
+					"Trailer":             "X-Checksum",
+					"Transfer-Encoding":   "chunked",
+					"Upgrade":             "websocket",
+				})
+			}
+			c := newAwsTestContext(httptest.NewRecorder(), context.Background())
+			response, err := (&Adaptor{}).DoRequest(c, info, strings.NewReader(`{"messages":[],"max_tokens":128,"cache_control":{"type":"ephemeral","ttl":"1h"}}`))
+			require.NoError(t, err)
+			httpResponse, ok := response.(*http.Response)
+			require.True(t, ok)
+			defer httpResponse.Body.Close()
+			wire := <-received
+			require.NoError(t, wire.err)
+			wantProtocol := 1
+			if test.http2 {
+				wantProtocol = 2
+			}
+			require.Equal(t, wantProtocol, wire.request.ProtoMajor)
+			for _, name := range []string{"Connection", "X-Hop-Token", "Keep-Alive", "Proxy-Connection", "Proxy-Authenticate", "Proxy-Authorization", "Te", "Trailer", "Transfer-Encoding", "Upgrade"} {
+				assert.Empty(t, wire.request.Header.Values(name), "%s must not reach the upstream", name)
+			}
+			assert.Equal(t, "test-beta", wire.request.Header.Get("anthropic-beta"))
+			assert.Equal(t, "end-to-end", wire.request.Header.Get("X-Test"))
+
+			// Recompute the signature from only the bytes and signed headers that
+			// reached the server, not from the pre-transport request object.
+			authorization := wire.request.Header.Get("Authorization")
+			_, signedHeaders, found := strings.Cut(authorization, "SignedHeaders=")
+			require.True(t, found)
+			signedHeaders, _, found = strings.Cut(signedHeaders, ",")
+			require.True(t, found)
+			verification := wire.request.Clone(context.Background())
+			verification.URL.Scheme = "https"
+			verification.URL.Host = wire.request.Host
+			verification.Header = make(http.Header)
+			for name := range strings.SplitSeq(signedHeaders, ";") {
+				if values, ok := wire.request.Header[http.CanonicalHeaderKey(name)]; ok {
+					verification.Header[http.CanonicalHeaderKey(name)] = values
+				}
+			}
+			signedAt, err := time.Parse("20060102T150405Z", wire.request.Header.Get("X-Amz-Date"))
+			require.NoError(t, err)
+			hash := sha256.Sum256(wire.body)
+			err = v4.NewSigner().SignHTTP(context.Background(), aws.Credentials{AccessKeyID: "access-key", SecretAccessKey: "secret-key"}, verification, hex.EncodeToString(hash[:]), "bedrock-mantle", "us-east-1", signedAt)
+			require.NoError(t, err)
+			assert.Equal(t, authorization, verification.Header.Get("Authorization"))
+		})
+	}
+}
+
+func TestAWSLegacyHaikuMappingPreservesVersionAndRegion(t *testing.T) {
+	for _, test := range []struct {
+		name   string
+		mode   dto.AwsApiType
+		stream bool
+		key    string
+	}{
+		{name: "default API key", key: "test-api-key|us-east-1"},
+		{name: "default API key stream", stream: true, key: "test-api-key|us-east-1"},
+		{name: "default AK/SK", key: "access-key|secret-key|us-east-1"},
+		{name: "default AK/SK stream", stream: true, key: "access-key|secret-key|us-east-1"},
+		{name: "explicit API key", mode: dto.AwsApiTypeInvokeModel, key: "test-api-key|us-east-1"},
+		{name: "explicit API key stream", mode: dto.AwsApiTypeInvokeModel, stream: true, key: "test-api-key|us-east-1"},
+		{name: "explicit AK/SK", mode: dto.AwsApiTypeInvokeModel, key: "access-key|secret-key|us-east-1"},
+		{name: "explicit AK/SK stream", mode: dto.AwsApiTypeInvokeModel, stream: true, key: "access-key|secret-key|us-east-1"},
+	} {
+		t.Run(test.name, func(t *testing.T) {
+			info := newMantleTestInfo()
+			info.ChannelOtherSettings.AwsApiType = test.mode
+			info.ApiKey, info.IsStream = test.key, test.stream
+			info.UpstreamModelName = "claude-haiku-4-5-20251001"
+			c := newAwsTestContext(httptest.NewRecorder(), context.Background())
+			a := &Adaptor{}
+			a.Init(info)
+			response, err := a.DoRequest(c, info, strings.NewReader(`{"messages":[{"role":"user","content":"hello"}],"max_tokens":128}`))
+			require.NoError(t, err)
+			assert.Nil(t, response)
+			const wantModel = "us.anthropic.claude-haiku-4-5-20251001-v1:0"
+			if test.stream {
+				request, ok := a.AwsReq.(*bedrockruntime.InvokeModelWithResponseStreamInput)
+				require.True(t, ok)
+				assert.Equal(t, wantModel, *request.ModelId)
+			} else {
+				request, ok := a.AwsReq.(*bedrockruntime.InvokeModelInput)
+				require.True(t, ok)
+				assert.Equal(t, wantModel, *request.ModelId)
+			}
+		})
+	}
+}
+
+func TestMantleCanceledRequestSkipsRetry(t *testing.T) {
+	ctx, cancel := context.WithCancel(context.Background())
+	cancel()
+	c := newAwsTestContext(httptest.NewRecorder(), ctx)
+	response, err := (&Adaptor{}).DoRequest(c, newMantleTestInfo(), strings.NewReader(`{"messages":[]}`))
+	require.Error(t, err)
+	assert.Nil(t, response)
+	var apiError *relaytypes.NewAPIError
+	require.ErrorAs(t, err, &apiError)
+	assert.True(t, relaytypes.IsSkipRetryError(apiError))
+}
diff --git a/relay/channel/baidu/relay-baidu.go b/relay/channel/baidu/relay-baidu.go
index ab74edc..5a3809e 100644
--- a/relay/channel/baidu/relay-baidu.go
+++ b/relay/channel/baidu/relay-baidu.go
@@ -119,7 +119,7 @@ func baiduStreamHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http.
 	helper.StreamScannerHandler(c, resp, info, func(data string, sr *helper.StreamResult) {
 		var baiduResponse BaiduChatStreamResponse
 		if err := common.Unmarshal([]byte(data), &baiduResponse); err != nil {
-			common.SysLog("error unmarshalling stream response: " + err.Error())
+			common.SysLog(common.LogText("error unmarshalling stream response: %s", err.Error()))
 			sr.Error(err)
 			return
 		}
@@ -130,7 +130,7 @@ func baiduStreamHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http.
 		}
 		response := streamResponseBaidu2OpenAI(&baiduResponse)
 		if err := helper.ObjectData(c, response); err != nil {
-			common.SysLog("error sending stream response: " + err.Error())
+			common.SysLog(common.LogText("error sending stream response: %s", err.Error()))
 			sr.Error(err)
 		}
 	})
diff --git a/relay/channel/claude/adaptor.go b/relay/channel/claude/adaptor.go
index 2dc7d2a..007718b 100644
--- a/relay/channel/claude/adaptor.go
+++ b/relay/channel/claude/adaptor.go
@@ -6,6 +6,7 @@ import (
 	"io"
 	"net/http"
 	"net/url"
+	"strings"
 
 	"github.com/QuantumNous/new-api/relay/channel"
 	relaycommon "github.com/QuantumNous/new-api/relay/common"
@@ -39,6 +40,13 @@ func (a *Adaptor) ConvertClaudeRequest(c *gin.Context, info *relaycommon.RelayIn
 	if err := relayconvert.ApplyClaudeThinkingModel(request, info); err != nil {
 		return nil, err
 	}
+	// A model reasoning suffix replaces the client's thinking config, but
+	// block_binding is a conversation control, not a reasoning setting. Keep
+	// the client's value when the rendered mode is still adaptive.
+	if original, ok := info.Request.(*dto.ClaudeRequest); ok && original.Thinking != nil &&
+		request.Thinking != nil && request.Thinking.Type == "adaptive" && len(request.Thinking.BlockBinding) == 0 {
+		request.Thinking.BlockBinding = original.Thinking.BlockBinding
+	}
 	if request.MaxTokens == nil {
 		defaultMaxTokens := uint(model_setting.GetClaudeSettings().GetDefaultMaxTokens(request.Model))
 		request.MaxTokens = &defaultMaxTokens
@@ -96,7 +104,9 @@ func shouldAppendClaudeBetaQuery(info *relaycommon.RelayInfo) bool {
 
 func CommonClaudeHeadersOperation(c *gin.Context, req *http.Header, info *relaycommon.RelayInfo) {
 	// common headers operation
-	anthropicBeta := c.Request.Header.Get("anthropic-beta")
+	// A client may send several anthropic-beta lines; the API reads one
+	// comma-separated list, so forward all of them.
+	anthropicBeta := strings.Join(c.Request.Header.Values("anthropic-beta"), ",")
 	if anthropicBeta != "" {
 		req.Set("anthropic-beta", anthropicBeta)
 	}
diff --git a/relay/channel/claude/adaptor_test.go b/relay/channel/claude/adaptor_test.go
index 82a26d8..4df4cfb 100644
--- a/relay/channel/claude/adaptor_test.go
+++ b/relay/channel/claude/adaptor_test.go
@@ -1,6 +1,8 @@
 package claude
 
 import (
+	"encoding/json"
+	"net/http"
 	"net/http/httptest"
 	"testing"
 
@@ -74,6 +76,35 @@ func TestConvertClaudeRequestPreservesNativeClaudeCodeThinking(t *testing.T) {
 	assert.Empty(t, info.ConversionDiagnostics())
 }
 
+func TestConvertClaudeRequestPreservesMessageOutputConfig(t *testing.T) {
+	body := `{"model":"claude-opus-5-5","max_tokens":64,"output_config":{"effort":"medium"},"messages":[` +
+		`{"role":"user","content":"summary"},` +
+		`{"role":"system","content":[],"output_config":{"effort":"high"}},` +
+		`{"role":"assistant","content":"done"}]}`
+	var req dto.ClaudeRequest
+	require.NoError(t, common.UnmarshalJsonStr(body, &req))
+	info := &relaycommon.RelayInfo{
+		OriginModelName: req.Model,
+		ChannelMeta: &relaycommon.ChannelMeta{
+			UpstreamModelName: req.Model,
+		},
+	}
+
+	out, err := (&Adaptor{}).ConvertClaudeRequest(nil, info, &req)
+	require.NoError(t, err)
+	encoded, err := common.Marshal(out)
+	require.NoError(t, err)
+
+	var upstream struct {
+		Messages []map[string]any `json:"messages"`
+	}
+	require.NoError(t, common.Unmarshal(encoded, &upstream))
+	require.Len(t, upstream.Messages, 3)
+	assert.Equal(t, map[string]any{"effort": "high"}, upstream.Messages[1]["output_config"])
+	assert.NotContains(t, upstream.Messages[0], "output_config")
+	assert.NotContains(t, upstream.Messages[2], "output_config")
+}
+
 func TestConvertClaudeRequestZeroMaxTokensStillRaisesThinkingBudget(t *testing.T) {
 	gin.SetMode(gin.TestMode)
 	c, _ := gin.CreateTestContext(httptest.NewRecorder())
@@ -127,6 +158,86 @@ func TestConvertClaudeRequestDoesNotOverwriteTrimmedUpstreamModelName(t *testing
 	assert.Equal(t, "claude-3-7-sonnet", info.UpstreamModelName)
 }
 
+func TestConvertClaudeRequestForwardsThinkingBlockBinding(t *testing.T) {
+	gin.SetMode(gin.TestMode)
+	tests := []struct {
+		name         string
+		model        string
+		thinking     string
+		wantThinking string
+	}{
+		{
+			name:         "native request keeps every thinking field",
+			model:        "claude-opus-5-5",
+			thinking:     `{"type":"adaptive","display":"summarized","block_binding":{"prefix_mismatch_behavior":"drop_block"},"future_field":{"a":1}}`,
+			wantThinking: `{"type":"adaptive","display":"summarized","block_binding":{"prefix_mismatch_behavior":"drop_block"},"future_field":{"a":1}}`,
+		},
+		{
+			name:         "effort suffix re-renders adaptive and keeps block_binding",
+			model:        "claude-opus-5-5-high",
+			thinking:     `{"type":"adaptive","block_binding":{"prefix_mismatch_behavior":"drop_block"}}`,
+			wantThinking: `{"type":"adaptive","display":"summarized","block_binding":{"prefix_mismatch_behavior":"drop_block"}}`,
+		},
+		{
+			name:         "suffix rendering between_tools does not carry block_binding",
+			model:        "claude-sonnet-5-5-none",
+			thinking:     `{"type":"adaptive","block_binding":{"prefix_mismatch_behavior":"drop_block"}}`,
+			wantThinking: `{"type":"between_tools"}`,
+		},
+		{
+			name:         "request without block_binding gets none",
+			model:        "claude-opus-5-5-high",
+			thinking:     `{"type":"adaptive"}`,
+			wantThinking: `{"type":"adaptive","display":"summarized"}`,
+		},
+	}
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			c, _ := gin.CreateTestContext(httptest.NewRecorder())
+			body := `{"model":"` + tt.model + `","max_tokens":1024,"thinking":` + tt.thinking +
+				`,"messages":[{"role":"user","content":"hi"}]}`
+			var original dto.ClaudeRequest
+			require.NoError(t, common.UnmarshalJsonStr(body, &original))
+			info := &relaycommon.RelayInfo{
+				OriginModelName: tt.model,
+				Request:         &original,
+				ChannelMeta:     &relaycommon.ChannelMeta{UpstreamModelName: tt.model},
+			}
+			// Same steps as the Claude handler before the adaptor converts.
+			outbound, err := common.DeepCopy(&original)
+			require.NoError(t, err)
+			require.NoError(t, helper.ModelMappedHelper(c, info, outbound))
+			require.NoError(t, helper.ApplyReasoningModelSuffix(nil, info, outbound))
+
+			out, err := (&Adaptor{}).ConvertClaudeRequest(c, info, outbound)
+			require.NoError(t, err)
+			encoded, err := common.Marshal(out)
+			require.NoError(t, err)
+			var upstream struct {
+				Thinking json.RawMessage `json:"thinking"`
+			}
+			require.NoError(t, common.Unmarshal(encoded, &upstream))
+			assert.JSONEq(t, tt.wantThinking, string(upstream.Thinking))
+		})
+	}
+}
+
+func TestSetupRequestHeaderForwardsEveryAnthropicBetaValue(t *testing.T) {
+	gin.SetMode(gin.TestMode)
+	c, _ := gin.CreateTestContext(httptest.NewRecorder())
+	c.Request = httptest.NewRequest(http.MethodPost, "/v1/messages", nil)
+	c.Request.Header.Add("anthropic-beta", "fast-mode-2026-02-01")
+	c.Request.Header.Add("anthropic-beta", "thinking-binding-controls-2026-08-01")
+	info := &relaycommon.RelayInfo{
+		OriginModelName: "claude-opus-5-5",
+		ChannelMeta:     &relaycommon.ChannelMeta{ApiKey: "sk-test"},
+	}
+
+	header := http.Header{}
+	require.NoError(t, (&Adaptor{}).SetupRequestHeader(c, &header, info))
+	assert.Equal(t, []string{"fast-mode-2026-02-01,thinking-binding-controls-2026-08-01"}, header.Values("anthropic-beta"))
+}
+
 func geminiToClaudeInfo() *relaycommon.RelayInfo {
 	return &relaycommon.RelayInfo{
 		OriginModelName: "claude-3-7-sonnet",
diff --git a/relay/channel/claude/relay-claude.go b/relay/channel/claude/relay-claude.go
index f8fb161..e720ef0 100644
--- a/relay/channel/claude/relay-claude.go
+++ b/relay/channel/claude/relay-claude.go
@@ -1,6 +1,7 @@
 package claude
 
 import (
+	"cmp"
 	"fmt"
 	"io"
 	"net/http"
@@ -89,7 +90,7 @@ func HandleStreamResponseData(c *gin.Context, info *relaycommon.RelayInfo, claud
 	var claudeResponse dto.ClaudeResponse
 	err := common.UnmarshalJsonStr(data, &claudeResponse)
 	if err != nil {
-		common.SysLog("error unmarshalling stream response: " + err.Error())
+		common.SysLog(common.LogText("error unmarshalling stream response: %s", err.Error()))
 		return types.NewError(err, types.ErrorCodeBadResponseBody)
 	}
 	if claudeError := claudeResponse.GetClaudeError(); claudeError != nil && claudeError.Type != "" {
@@ -122,7 +123,7 @@ func HandleStreamResponseData(c *gin.Context, info *relaycommon.RelayInfo, claud
 				data = patchClaudeMessageDeltaUsageData(data, buildMessageDeltaPatchUsage(&claudeResponse, claudeInfo))
 			}
 		}
-		countClaudeStreamBillableTools(c, info, &claudeResponse)
+		countClaudeStreamBillableTools(info, &claudeResponse)
 		helper.ClaudeChunkData(c, claudeResponse, data)
 	} else if info.RelayFormat == types.RelayFormatOpenAI {
 		state, err := claudeToChatStreamState(info)
@@ -138,14 +139,14 @@ func HandleStreamResponseData(c *gin.Context, info *relaycommon.RelayInfo, claud
 			return nil
 		}
 
-		countClaudeStreamBillableTools(c, info, &claudeResponse)
+		countClaudeStreamBillableTools(info, &claudeResponse)
 
 		if response == nil {
 			return nil
 		}
 		err = helper.ObjectData(c, response)
 		if err != nil {
-			logger.LogError(c, "send_stream_response_failed: "+err.Error())
+			logger.LogError(c, common.LogText("send_stream_response_failed: %s", err.Error()))
 		}
 	} else if info.RelayFormat == types.RelayFormatGemini {
 		state, err := claudeToGeminiStreamState(info)
@@ -159,7 +160,7 @@ func HandleStreamResponseData(c *gin.Context, info *relaycommon.RelayInfo, claud
 		if !FormatClaudeResponseInfo(&claudeResponse, nil, claudeInfo) {
 			return nil
 		}
-		countClaudeStreamBillableTools(c, info, &claudeResponse)
+		countClaudeStreamBillableTools(info, &claudeResponse)
 		if sendErr := sendGeminiStreamResults(c, results); sendErr != nil {
 			return sendErr
 		}
@@ -221,38 +222,77 @@ func sendGeminiStreamResults(c *gin.Context, results []relayconvert.ResponseResu
 	return nil
 }
 
-func countClaudeStreamBillableTools(c *gin.Context, info *relaycommon.RelayInfo, claudeResponse *dto.ClaudeResponse) {
+func countClaudeStreamBillableTools(info *relaycommon.RelayInfo, claudeResponse *dto.ClaudeResponse) {
 	if claudeResponse == nil {
 		return
 	}
-	if claudeResponse.Type == "content_block_start" &&
-		claudeResponse.ContentBlock != nil &&
-		claudeResponse.ContentBlock.Type == "tool_use" {
-		info.CountBillableToolCall(dto.BuildInCallToolUse, claudeResponse.ContentBlock.Name)
+	if claudeResponse.Type == "content_block_start" && claudeResponse.ContentBlock != nil {
+		countClaudeContentBlockTools(info, claudeResponse.ContentBlock)
 	}
-	if claudeResponse.Type == "message_delta" &&
-		claudeResponse.Usage != nil &&
-		claudeResponse.Usage.ServerToolUse != nil &&
-		claudeResponse.Usage.ServerToolUse.WebSearchRequests > 0 {
-		c.Set("claude_web_search_requests", claudeResponse.Usage.ServerToolUse.WebSearchRequests)
+	if claudeResponse.Type == "message_delta" && claudeResponse.Usage != nil {
+		// message_delta usage is cumulative, so the last report wins.
+		recordClaudeServerToolUse(info, claudeResponse.Usage.ServerToolUse)
+	}
+}
+
+// countClaudeContentBlockTools counts the billable tool calls of one content
+// block. On a channel whose upstream prices search itself
+// (WebSearchBillingKey), every web_search_tool_result that carries results
+// bills one search: usage.server_tool_use replaces that count when reported,
+// and it stands when a stream ends before message_delta.
+func countClaudeContentBlockTools(info *relaycommon.RelayInfo, block *dto.ClaudeMediaMessage) {
+	switch block.Type {
+	case "tool_use":
+		info.CountBillableToolCall(dto.BuildInCallToolUse, block.Name)
+	case "web_search_tool_result":
+		if _, delivered := block.Content.([]any); delivered && info.WebSearchBillingKey != "" {
+			info.CountBillableToolCall(dto.BuildInCallWebSearchCall, "")
+		}
+	}
+}
+
+// recordClaudeServerToolUse bills the server tool requests Anthropic reports
+// in usage.server_tool_use. Searches and fetches use the channel's own keys
+// when its adaptor sets them; otherwise web_fetch, code_execution, and
+// tool_search have no built-in price and bill only once an operator prices
+// them.
+func recordClaudeServerToolUse(info *relaycommon.RelayInfo, serverToolUse *dto.ClaudeServerToolUse) {
+	if info == nil || serverToolUse == nil {
+		return
+	}
+	for name, count := range map[string]int{
+		cmp.Or(info.WebSearchBillingKey, dto.BuildInToolWebSearch): serverToolUse.WebSearchRequests,
+		cmp.Or(info.WebFetchBillingKey, "web_fetch"):               serverToolUse.WebFetchRequests,
+		"code_execution": serverToolUse.CodeExecutionRequests,
+		"tool_search":    serverToolUse.ToolSearchRequests,
+	} {
+		if count > 0 {
+			info.SetBillableToolCount(name, count)
+		}
 	}
 }
 
 func HandleStreamFinalResponse(c *gin.Context, info *relaycommon.RelayInfo, claudeInfo *ClaudeResponseInfo) {
-	if claudeInfo.Usage.PromptTokens == 0 {
-		//上游出错
-	}
-	if claudeInfo.Usage.CompletionTokens == 0 || !claudeInfo.Done {
+	// Claude input_tokens excludes cache reads and writes, so a fully cached
+	// prompt reports zero input; the prompt is uncounted only when the total
+	// with cache is zero as well. Zero output is uncounted only when content
+	// was streamed, so a refusal before any output keeps its zeros.
+	missingInputUsage := buildOpenAIStyleUsageFromClaudeUsage(claudeInfo.Usage).PromptTokens == 0
+	missingOutputUsage := claudeInfo.Usage.CompletionTokens == 0 && claudeInfo.ResponseText.Len() > 0
+	if missingInputUsage || missingOutputUsage || !claudeInfo.Done {
 		if common.DebugEnabled {
-			common.SysLog("claude response usage is not complete, maybe upstream error")
+			common.SysLog(common.LogText("claude response usage is not complete, maybe upstream error"))
 		}
 		// 只补缺失字段，不整份覆盖——保留 message_start 已拿到的 cache 字段
 		fallback := service.ResponseText2Usage(c, claudeInfo.ResponseText.String(), info.UpstreamModelName, info.GetEstimatePromptTokens())
-		if claudeInfo.Usage.CompletionTokens == 0 ||
+		// Each tool_use block costs about 40 output tokens beyond its name and JSON
+		// input (measured on Claude Haiku 4.5 and Sonnet 5 agent turns).
+		fallback.CompletionTokens += claudeInfo.ToolUseCount * 40
+		if missingOutputUsage ||
 			(!claudeInfo.Done && fallback.CompletionTokens > claudeInfo.Usage.CompletionTokens) {
 			claudeInfo.Usage.CompletionTokens = fallback.CompletionTokens
 		}
-		if claudeInfo.Usage.PromptTokens == 0 {
+		if missingInputUsage {
 			claudeInfo.Usage.PromptTokens = fallback.PromptTokens
 		}
 		claudeInfo.Usage.TotalTokens = claudeInfo.Usage.PromptTokens + claudeInfo.Usage.CompletionTokens
@@ -270,23 +310,23 @@ func HandleStreamFinalResponse(c *gin.Context, info *relaycommon.RelayInfo, clau
 			response := helper.GenerateFinalUsageResponse(claudeInfo.ResponseId, claudeInfo.Created, info.UpstreamModelName, openAIUsage)
 			err := helper.ObjectData(c, response)
 			if err != nil {
-				common.SysLog("send final response failed: " + err.Error())
+				common.SysLog(common.LogText("send final response failed: %s", err.Error()))
 			}
 		}
 		helper.Done(c)
 	} else if info.RelayFormat == types.RelayFormatGemini {
 		state, err := claudeToGeminiStreamState(info)
 		if err != nil {
-			common.SysLog("error creating Gemini stream state: " + err.Error())
+			common.SysLog(common.LogText("error creating Gemini stream state: %s", err.Error()))
 			return
 		}
 		results, err := service.FinalizeStreamResponse(c, info, state)
 		if err != nil {
-			common.SysLog("error finalizing Gemini stream response: " + err.Error())
+			common.SysLog(common.LogText("error finalizing Gemini stream response: %s", err.Error()))
 			return
 		}
 		if sendErr := sendGeminiStreamResults(c, results); sendErr != nil {
-			common.SysLog("send final Gemini stream response failed: " + sendErr.Error())
+			common.SysLog(common.LogText("send final Gemini stream response failed: %s", sendErr.Error()))
 		}
 	}
 }
@@ -387,14 +427,11 @@ func HandleClaudeResponseData(c *gin.Context, info *relaycommon.RelayInfo, claud
 		}
 	}
 
-	if claudeResponse.Usage != nil && claudeResponse.Usage.ServerToolUse != nil && claudeResponse.Usage.ServerToolUse.WebSearchRequests > 0 {
-		c.Set("claude_web_search_requests", claudeResponse.Usage.ServerToolUse.WebSearchRequests)
+	for i := range claudeResponse.Content {
+		countClaudeContentBlockTools(info, &claudeResponse.Content[i])
 	}
-
-	for _, block := range claudeResponse.Content {
-		if block.Type == "tool_use" {
-			info.CountBillableToolCall(dto.BuildInCallToolUse, block.Name)
-		}
+	if claudeResponse.Usage != nil {
+		recordClaudeServerToolUse(info, claudeResponse.Usage.ServerToolUse)
 	}
 
 	service.IOCopyBytesGracefully(c, httpResp, responseData)
diff --git a/relay/channel/claude/relay_claude_test.go b/relay/channel/claude/relay_claude_test.go
index 8b7c4d0..f259958 100644
--- a/relay/channel/claude/relay_claude_test.go
+++ b/relay/channel/claude/relay_claude_test.go
@@ -1,15 +1,20 @@
 package claude
 
 import (
+	"fmt"
+	"net/http"
 	"net/http/httptest"
 	"strings"
 	"testing"
 
 	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/constant"
 	relaycommon "github.com/QuantumNous/new-api/relay/common"
 	"github.com/QuantumNous/new-api/relay/helper"
 	"github.com/QuantumNous/new-api/relaykit/dto"
 	"github.com/QuantumNous/new-api/relaykit/relayconvert"
+	"github.com/QuantumNous/new-api/relaykit/types"
+	"github.com/QuantumNous/new-api/tokenkit"
 	"github.com/gin-gonic/gin"
 	"github.com/stretchr/testify/assert"
 	"github.com/stretchr/testify/require"
@@ -19,6 +24,47 @@ func commonPointer[T any](value T) *T {
 	return &value
 }
 
+func TestClaudeStreamFinalUsageEstimatesOnlyUncountedUsage(t *testing.T) {
+	gin.SetMode(gin.TestMode)
+	for _, tc := range []struct {
+		name, startUsage, deltaUsage, stopReason string // no deltaUsage: the stream broke before message_delta
+		streamText                               bool
+		wantInput, wantOutput                    int
+		wantLocalCount                           bool
+	}{
+		{name: "cache-only refusal keeps zeros", startUsage: `{"input_tokens":0,"output_tokens":0,"cache_creation_input_tokens":20000,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":20000}}`, deltaUsage: `{"output_tokens":0}`, stopReason: "refusal"},
+		{name: "broken stream keeps cache-only input", startUsage: `{"input_tokens":0,"output_tokens":1,"cache_read_input_tokens":50000}`, streamText: true, wantOutput: 2, wantLocalCount: true},
+		{name: "zeros after streamed text are estimated", startUsage: `{"input_tokens":0,"output_tokens":0}`, deltaUsage: `{"output_tokens":0}`, stopReason: "end_turn", streamText: true, wantInput: 1200, wantOutput: 2, wantLocalCount: true},
+		{name: "zero delta input keeps start input", startUsage: `{"input_tokens":1000,"output_tokens":1}`, deltaUsage: `{"input_tokens":0,"output_tokens":50}`, stopReason: "end_turn", streamText: true, wantInput: 1000, wantOutput: 50},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			c, _ := gin.CreateTestContext(httptest.NewRecorder())
+			c.Request = httptest.NewRequest(http.MethodPost, "/v1/messages", nil)
+			info := &relaycommon.RelayInfo{RelayFormat: types.RelayFormatClaude, ChannelMeta: &relaycommon.ChannelMeta{UpstreamModelName: "claude-opus-4-8"}}
+			info.SetEstimatePromptTokens(1200)
+			state := &ClaudeResponseInfo{Usage: &dto.Usage{}}
+			start := fmt.Sprintf(`{"type":"message_start","message":{"id":"msg_1","model":"claude-opus-4-8","usage":%s}}`, tc.startUsage)
+			require.Nil(t, HandleStreamResponseData(c, info, state, start))
+			if tc.streamText {
+				require.Nil(t, HandleStreamResponseData(c, info, state, `{"type":"content_block_delta","index":0,"delta":{"type":"text_delta","text":"hello"}}`))
+			}
+			if tc.deltaUsage != "" {
+				delta := fmt.Sprintf(`{"type":"message_delta","delta":{"stop_reason":%q},"usage":%s}`, tc.stopReason, tc.deltaUsage)
+				require.Nil(t, HandleStreamResponseData(c, info, state, delta))
+				require.Nil(t, HandleStreamResponseData(c, info, state, `{"type":"message_stop"}`))
+			}
+			HandleStreamFinalResponse(c, info, state)
+			assert.Equal(t, tc.wantInput, state.Usage.PromptTokens)
+			assert.Equal(t, tc.wantOutput, state.Usage.CompletionTokens)
+			assert.Equal(t, tc.wantLocalCount, common.GetContextKeyBool(c, constant.ContextKeyLocalCountTokens))
+			canonical, ok := state.Usage.BillingUsage.CanonicalUsage()
+			require.True(t, ok)
+			assert.Equal(t, tc.wantInput, canonical.PromptTokens, "settlement must bill the same input")
+			assert.Equal(t, tc.wantOutput, canonical.CompletionTokens)
+		})
+	}
+}
+
 func TestResponseOpenAI2ClaudeToolUseInputIsObject(t *testing.T) {
 	tests := []struct {
 		name string
@@ -228,6 +274,33 @@ func TestFormatClaudeResponseInfo_ContentBlockDelta(t *testing.T) {
 	}
 }
 
+// A stream cut off during an agent tool call must still estimate the call's
+// output tokens when the final usage never arrives.
+func TestClaudeStreamFallbackCountsInterruptedToolUse(t *testing.T) {
+	claudeInfo := &ClaudeResponseInfo{Usage: &dto.Usage{}}
+	events := []*dto.ClaudeResponse{
+		{Type: "content_block_start", ContentBlock: &dto.ClaudeMediaMessage{Type: "tool_use", Id: "toolu_1", Name: "read_file"}},
+		{Type: "content_block_delta", Delta: &dto.ClaudeMediaMessage{Type: "input_json_delta", PartialJson: commonPointer(`{"path":`)}},
+		{Type: "content_block_delta", Delta: &dto.ClaudeMediaMessage{Type: "input_json_delta", PartialJson: commonPointer(`"main.go"}`)}},
+	}
+	for _, event := range events {
+		require.True(t, FormatClaudeResponseInfo(event, nil, claudeInfo))
+	}
+	require.Equal(t, `read_file{"path":"main.go"}`, claudeInfo.ResponseText.String())
+
+	c, _ := gin.CreateTestContext(httptest.NewRecorder())
+	info := &relaycommon.RelayInfo{
+		RelayFormat: types.RelayFormatClaude,
+		ChannelMeta: &relaycommon.ChannelMeta{UpstreamModelName: "claude-sonnet-5"},
+	}
+	info.SetEstimatePromptTokens(100)
+	HandleStreamFinalResponse(c, info, claudeInfo)
+
+	// Text estimate plus the per-tool_use framing the upstream bills.
+	assert.Equal(t, tokenkit.Estimate("claude-sonnet-5", `read_file{"path":"main.go"}`)+40, claudeInfo.Usage.CompletionTokens)
+	assert.Equal(t, 100, claudeInfo.Usage.PromptTokens)
+}
+
 func TestBuildOpenAIStyleUsageFromClaudeUsage(t *testing.T) {
 	usage := &dto.Usage{
 		PromptTokens:     100,
@@ -400,3 +473,28 @@ func TestOpenAIChatRequestToClaudeMessages_ClaudeOpus48ThinkingUsesAdaptiveHighE
 	require.Nil(t, claudeRequest.TopP)
 	require.Nil(t, claudeRequest.TopK)
 }
+
+func TestClaudeResponsePassesInputTransformationsThrough(t *testing.T) {
+	gin.SetMode(gin.TestMode)
+	info := &relaycommon.RelayInfo{
+		RelayFormat: types.RelayFormatClaude,
+		ChannelMeta: &relaycommon.ChannelMeta{UpstreamModelName: "claude-opus-5-5"},
+	}
+	transformations := `"input_transformations":[{"type":"thinking_dropped","path":"messages.1.content.0","reason":"prefix_binding_mismatch"}]`
+
+	w := httptest.NewRecorder()
+	c, _ := gin.CreateTestContext(w)
+	c.Request = httptest.NewRequest("POST", "/v1/messages", nil)
+	body := `{"id":"msg_1","type":"message","role":"assistant","model":"claude-opus-5-5","content":[{"type":"text","text":"hi"}],` +
+		`"stop_reason":"end_turn",` + transformations + `,"usage":{"input_tokens":5,"output_tokens":1}}`
+	require.Nil(t, HandleClaudeResponseData(c, info, &ClaudeResponseInfo{Usage: &dto.Usage{}}, nil, []byte(body)))
+	assert.Equal(t, body, w.Body.String())
+
+	w = httptest.NewRecorder()
+	c, _ = gin.CreateTestContext(w)
+	c.Request = httptest.NewRequest("POST", "/v1/messages", nil)
+	event := `{"type":"message_start","message":{"id":"msg_1","type":"message","role":"assistant","model":"claude-opus-5-5","content":[],` +
+		transformations + `,"usage":{"input_tokens":5,"output_tokens":1}}}`
+	require.Nil(t, HandleStreamResponseData(c, info, &ClaudeResponseInfo{Usage: &dto.Usage{}}, event))
+	assert.Contains(t, w.Body.String(), "data: "+event+"\n")
+}
diff --git a/relay/channel/claude/relay_responses.go b/relay/channel/claude/relay_responses.go
index ff9c1e5..deafc98 100644
--- a/relay/channel/claude/relay_responses.go
+++ b/relay/channel/claude/relay_responses.go
@@ -85,7 +85,7 @@ func ClaudeResponsesStreamHandler(c *gin.Context, resp *http.Response, info *rel
 	helper.StreamScannerHandler(c, resp, info, func(data string, sr *helper.StreamResult) {
 		var claudeResponse dto.ClaudeResponse
 		if err := common.UnmarshalJsonStr(data, &claudeResponse); err != nil {
-			logger.LogError(c, "failed to unmarshal Claude stream event: "+err.Error())
+			logger.LogError(c, common.LogText("failed to unmarshal Claude stream event: %s", err.Error()))
 			if failResponsesStream(err) {
 				// A nil streamErr here is intentional: the protocol-level failure
 				// event was delivered, so only the scanner needs to stop.
@@ -120,7 +120,7 @@ func ClaudeResponsesStreamHandler(c *gin.Context, resp *http.Response, info *rel
 			info.UpstreamModelName = claudeResponse.Message.Model
 		}
 		FormatClaudeResponseInfo(&claudeResponse, nil, claudeInfo)
-		countClaudeStreamBillableTools(c, info, &claudeResponse)
+		countClaudeStreamBillableTools(info, &claudeResponse)
 		hostedEvents, consumed, err := hostedBridge.Convert(&claudeResponse, state)
 		if err != nil {
 			if failResponsesStream(err) {
diff --git a/relay/channel/claude/tool_billing_test.go b/relay/channel/claude/tool_billing_test.go
index 61daf42..49a2ffe 100644
--- a/relay/channel/claude/tool_billing_test.go
+++ b/relay/channel/claude/tool_billing_test.go
@@ -1,9 +1,12 @@
 package claude
 
 import (
+	"cmp"
+	"fmt"
 	"net/http/httptest"
 	"testing"
 
+	"github.com/QuantumNous/new-api/common"
 	relaycommon "github.com/QuantumNous/new-api/relay/common"
 	"github.com/QuantumNous/new-api/relaykit/dto"
 	"github.com/QuantumNous/new-api/relaykit/types"
@@ -47,24 +50,23 @@ func TestHandleClaudeResponseDataCountsToolUse(t *testing.T) {
 }
 
 func TestCountClaudeStreamBillableToolsSetsWebSearchRequests(t *testing.T) {
-	gin.SetMode(gin.TestMode)
-	w := httptest.NewRecorder()
-	c, _ := gin.CreateTestContext(w)
 	info := &relaycommon.RelayInfo{OriginModelName: "claude-3-7-sonnet"}
 
-	countClaudeStreamBillableTools(c, info, &dto.ClaudeResponse{
+	countClaudeStreamBillableTools(info, &dto.ClaudeResponse{
 		Type: "message_delta",
 		Usage: &dto.ClaudeUsage{
 			ServerToolUse: &dto.ClaudeServerToolUse{WebSearchRequests: 3},
 		},
 	})
-	assert.Equal(t, 3, c.GetInt("claude_web_search_requests"))
+	require.Contains(t, info.ResponsesUsageInfo.BuiltInTools, "web_search")
+	assert.Equal(t, 3, info.ResponsesUsageInfo.BuiltInTools["web_search"].CallCount)
+	assert.Len(t, info.ResponsesUsageInfo.BuiltInTools, 1, "server tools reported as zero are not recorded")
 
 	operation_setting.SetToolPriceForTest("stream_fn", 2.0)
 	t.Cleanup(func() {
 		operation_setting.DeleteToolPriceForTest("stream_fn")
 	})
-	countClaudeStreamBillableTools(c, info, &dto.ClaudeResponse{
+	countClaudeStreamBillableTools(info, &dto.ClaudeResponse{
 		Type: "content_block_start",
 		ContentBlock: &dto.ClaudeMediaMessage{
 			Type: "tool_use",
@@ -74,3 +76,102 @@ func TestCountClaudeStreamBillableToolsSetsWebSearchRequests(t *testing.T) {
 	require.Contains(t, info.ResponsesUsageInfo.BuiltInTools, "stream_fn")
 	assert.Equal(t, 1, info.ResponsesUsageInfo.BuiltInTools["stream_fn"].CallCount)
 }
+
+// usage.server_tool_use counts bill under their own keys; a channel that
+// bills web search under a vendor key (Ali's Anthropic endpoint) re-keys
+// web_search_requests.
+func TestCountClaudeStreamBillableToolsServerToolKeys(t *testing.T) {
+	tests := []struct {
+		name       string
+		billingKey string
+		fetchKey   string
+		usage      dto.ClaudeServerToolUse
+		want       map[string]int
+	}{
+		{
+			name:       "vendor web search key",
+			billingKey: "search_strategy_agent",
+			usage:      dto.ClaudeServerToolUse{WebSearchRequests: 2},
+			want:       map[string]int{"search_strategy_agent": 2},
+		},
+		{
+			name:       "vendor web search and web fetch keys",
+			billingKey: "deepseek_search",
+			fetchKey:   "deepseek_fetch",
+			usage:      dto.ClaudeServerToolUse{WebSearchRequests: 1, WebFetchRequests: 2},
+			want:       map[string]int{"deepseek_search": 1, "deepseek_fetch": 2},
+		},
+		{
+			name:  "every server tool",
+			usage: dto.ClaudeServerToolUse{WebSearchRequests: 1, WebFetchRequests: 2, CodeExecutionRequests: 3, ToolSearchRequests: 4},
+			want:  map[string]int{"web_search": 1, "web_fetch": 2, "code_execution": 3, "tool_search": 4},
+		},
+	}
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			info := &relaycommon.RelayInfo{OriginModelName: "claude-3-7-sonnet", WebSearchBillingKey: tt.billingKey, WebFetchBillingKey: tt.fetchKey}
+			countClaudeStreamBillableTools(info, &dto.ClaudeResponse{
+				Type:  "message_delta",
+				Usage: &dto.ClaudeUsage{ServerToolUse: &tt.usage},
+			})
+			counts := map[string]int{}
+			for name, tool := range info.ResponsesUsageInfo.BuiltInTools {
+				counts[name] = tool.CallCount
+			}
+			assert.Equal(t, tt.want, counts)
+		})
+	}
+}
+
+// On a channel whose upstream prices search itself (DeepSeek), each delivered
+// web_search_tool_result bills one search under the vendor key, so a stream cut
+// before message_delta still pays for the searches that ran;
+// usage.server_tool_use replaces that count when reported. Error results and
+// channels without a vendor key count nothing from blocks.
+func TestClaudeSearchResultBlocksBillVendorSearch(t *testing.T) {
+	gin.SetMode(gin.TestMode)
+	const results = `{"type":"web_search_tool_result","tool_use_id":"call_0","content":[{"type":"web_search_result","url":"https://example.com/"}]}`
+	const empty = `{"type":"web_search_tool_result","tool_use_id":"call_1","content":[]}`
+	const failed = `{"type":"web_search_tool_result","tool_use_id":"call_2","content":{"type":"web_search_tool_result_error","error_code":"unavailable"}}`
+	tests := []struct {
+		name, billingKey, blocks, usage string
+		want                            map[string]int
+	}{
+		{name: "stream cut before message_delta", billingKey: "deepseek_search", blocks: results + "," + empty + "," + failed,
+			want: map[string]int{"deepseek_search": 2}},
+		{name: "reported count replaces blocks", billingKey: "deepseek_search", blocks: results + "," + results,
+			usage: `{"input_tokens":1,"output_tokens":1,"server_tool_use":{"web_search_requests":3}}`, want: map[string]int{"deepseek_search": 3}},
+		{name: "no vendor key", blocks: results, want: map[string]int{}},
+	}
+	for _, tt := range tests {
+		for _, stream := range []bool{true, false} {
+			t.Run(fmt.Sprintf("%s stream=%t", tt.name, stream), func(t *testing.T) {
+				info := &relaycommon.RelayInfo{OriginModelName: "claude-sonnet-4-5", RelayFormat: types.RelayFormatClaude, WebSearchBillingKey: tt.billingKey}
+				var blocks []dto.ClaudeMediaMessage
+				require.NoError(t, common.UnmarshalJsonStr("["+tt.blocks+"]", &blocks))
+				if stream {
+					for i := range blocks {
+						countClaudeStreamBillableTools(info, &dto.ClaudeResponse{Type: "content_block_start", ContentBlock: &blocks[i]})
+					}
+					if tt.usage != "" {
+						var usage dto.ClaudeUsage
+						require.NoError(t, common.UnmarshalJsonStr(tt.usage, &usage))
+						countClaudeStreamBillableTools(info, &dto.ClaudeResponse{Type: "message_delta", Usage: &usage})
+					}
+				} else {
+					usage := cmp.Or(tt.usage, `{"input_tokens":1,"output_tokens":1}`)
+					data := []byte(`{"type":"message","content":[` + tt.blocks + `],"usage":` + usage + `}`)
+					c, _ := gin.CreateTestContext(httptest.NewRecorder())
+					require.Nil(t, HandleClaudeResponseData(c, info, &ClaudeResponseInfo{Usage: &dto.Usage{}}, nil, data))
+				}
+				counts := map[string]int{}
+				if info.ResponsesUsageInfo != nil {
+					for name, tool := range info.ResponsesUsageInfo.BuiltInTools {
+						counts[name] = tool.CallCount
+					}
+				}
+				assert.Equal(t, tt.want, counts)
+			})
+		}
+	}
+}
diff --git a/relay/channel/cloudflare/relay_cloudflare.go b/relay/channel/cloudflare/relay_cloudflare.go
index c982087..73d78b2 100644
--- a/relay/channel/cloudflare/relay_cloudflare.go
+++ b/relay/channel/cloudflare/relay_cloudflare.go
@@ -8,6 +8,7 @@ import (
 	"strings"
 	"time"
 
+	"github.com/QuantumNous/new-api/common"
 	"github.com/QuantumNous/new-api/logger"
 	relaycommon "github.com/QuantumNous/new-api/relay/common"
 	"github.com/QuantumNous/new-api/relay/helper"
@@ -53,7 +54,7 @@ func cfStreamHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http.Res
 		var response dto.ChatCompletionsStreamResponse
 		err := json.Unmarshal([]byte(data), &response)
 		if err != nil {
-			logger.LogError(c, "error_unmarshalling_stream_response: "+err.Error())
+			logger.LogError(c, common.LogText("error_unmarshalling_stream_response: %s", err.Error()))
 			continue
 		}
 		for _, choice := range response.Choices {
@@ -68,19 +69,19 @@ func cfStreamHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http.Res
 			info.FirstResponseTime = time.Now()
 		}
 		if err != nil {
-			logger.LogError(c, "error_rendering_stream_response: "+err.Error())
+			logger.LogError(c, common.LogText("error_rendering_stream_response: %s", err.Error()))
 		}
 	}
 
 	if err := scanner.Err(); err != nil {
-		logger.LogError(c, "error_scanning_stream_response: "+err.Error())
+		logger.LogError(c, common.LogText("error_scanning_stream_response: %s", err.Error()))
 	}
 	usage := service.ResponseText2Usage(c, responseText, info.UpstreamModelName, info.GetEstimatePromptTokens())
 	if info.ShouldIncludeUsage {
 		response := helper.GenerateFinalUsageResponse(id, info.StartTime.Unix(), info.UpstreamModelName, *usage)
 		err := helper.ObjectData(c, response)
 		if err != nil {
-			logger.LogError(c, "error_rendering_final_usage_response: "+err.Error())
+			logger.LogError(c, common.LogText("error_rendering_final_usage_response: %s", err.Error()))
 		}
 	}
 	helper.Done(c)
diff --git a/relay/channel/cohere/relay-cohere.go b/relay/channel/cohere/relay-cohere.go
index 30a3038..9e48cd1 100644
--- a/relay/channel/cohere/relay-cohere.go
+++ b/relay/channel/cohere/relay-cohere.go
@@ -106,7 +106,7 @@ func cohereStreamHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http
 			dataChan <- data
 		}
 		if err := scanner.Err(); err != nil {
-			common.SysLog("error reading stream: " + err.Error())
+			common.SysLog(common.LogText("error reading stream: %s", err.Error()))
 		}
 		stopChan <- true
 	}()
@@ -123,7 +123,7 @@ func cohereStreamHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http
 			var cohereResp CohereResponse
 			err := json.Unmarshal([]byte(data), &cohereResp)
 			if err != nil {
-				common.SysLog("error unmarshalling stream response: " + err.Error())
+				common.SysLog(common.LogText("error unmarshalling stream response: %s", err.Error()))
 				return true
 			}
 			var openaiResp dto.ChatCompletionsStreamResponse
@@ -158,7 +158,7 @@ func cohereStreamHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http
 			}
 			jsonStr, err := json.Marshal(openaiResp)
 			if err != nil {
-				common.SysLog("error marshalling stream response: " + err.Error())
+				common.SysLog(common.LogText("error marshalling stream response: %s", err.Error()))
 				return true
 			}
 			c.Render(-1, common.CustomEvent{Data: "data: " + string(jsonStr)})
diff --git a/relay/channel/coze/relay-coze.go b/relay/channel/coze/relay-coze.go
index 923ec71..2eafec7 100644
--- a/relay/channel/coze/relay-coze.go
+++ b/relay/channel/coze/relay-coze.go
@@ -156,7 +156,7 @@ func handleCozeEvent(c *gin.Context, event string, data string, responseText *st
 		var chatData CozeChatResponseData
 		err := json.Unmarshal([]byte(data), &chatData)
 		if err != nil {
-			common.SysLog("error_unmarshalling_stream_response: " + err.Error())
+			common.SysLog(common.LogText("error_unmarshalling_stream_response: %s", err.Error()))
 			return
 		}
 
@@ -173,14 +173,14 @@ func handleCozeEvent(c *gin.Context, event string, data string, responseText *st
 		var messageData CozeChatV3MessageDetail
 		err := json.Unmarshal([]byte(data), &messageData)
 		if err != nil {
-			common.SysLog("error_unmarshalling_stream_response: " + err.Error())
+			common.SysLog(common.LogText("error_unmarshalling_stream_response: %s", err.Error()))
 			return
 		}
 
 		var content string
 		err = json.Unmarshal(messageData.Content, &content)
 		if err != nil {
-			common.SysLog("error_unmarshalling_stream_response: " + err.Error())
+			common.SysLog(common.LogText("error_unmarshalling_stream_response: %s", err.Error()))
 			return
 		}
 
@@ -205,11 +205,11 @@ func handleCozeEvent(c *gin.Context, event string, data string, responseText *st
 		var errorData CozeError
 		err := json.Unmarshal([]byte(data), &errorData)
 		if err != nil {
-			common.SysLog("error_unmarshalling_stream_response: " + err.Error())
+			common.SysLog(common.LogText("error_unmarshalling_stream_response: %s", err.Error()))
 			return
 		}
 
-		common.SysLog(fmt.Sprintf("stream event error: %v %v", errorData.Code, errorData.Message))
+		common.SysLog(common.LogText("stream event error: %v %v", errorData.Code, errorData.Message))
 	}
 }
 
diff --git a/relay/channel/deepseek/adaptor.go b/relay/channel/deepseek/adaptor.go
index ea8cbb7..4d3f987 100644
--- a/relay/channel/deepseek/adaptor.go
+++ b/relay/channel/deepseek/adaptor.go
@@ -14,6 +14,7 @@ import (
 	relaycommon "github.com/QuantumNous/new-api/relay/common"
 	"github.com/QuantumNous/new-api/relay/constant"
 	"github.com/QuantumNous/new-api/relaykit/dto"
+	kitreasoning "github.com/QuantumNous/new-api/relaykit/relayconvert/reasoning"
 	"github.com/QuantumNous/new-api/relaykit/types"
 	"github.com/QuantumNous/new-api/setting/model_setting"
 	"github.com/QuantumNous/new-api/setting/reasoning"
@@ -30,7 +31,13 @@ func (a *Adaptor) ConvertGeminiRequest(*gin.Context, *relaycommon.RelayInfo, *dt
 
 func (a *Adaptor) ConvertClaudeRequest(c *gin.Context, info *relaycommon.RelayInfo, req *dto.ClaudeRequest) (any, error) {
 	adaptor := claude.Adaptor{}
+	// A model modifier is rendered into DeepSeek's own thinking and effort
+	// fields below; Anthropic's model rules (budgets, adaptive thinking,
+	// max_tokens and sampling changes) must not see it.
+	state := info.ReasoningConversion
+	info.ReasoningConversion = nil
 	convertedRequest, err := adaptor.ConvertClaudeRequest(c, info, req)
+	info.ReasoningConversion = state
 	if err != nil {
 		return nil, err
 	}
@@ -55,6 +62,14 @@ func (a *Adaptor) ConvertImageRequest(c *gin.Context, info *relaycommon.RelayInf
 }
 
 func (a *Adaptor) Init(info *relaycommon.RelayInfo) {
+	// DeepSeek runs Claude Code and Codex searches and page fetches
+	// server-side and bills them through its Search and Fetch APIs, whatever
+	// model name the client sent.
+	info.WebSearchBillingKey = SearchToolPriceKey
+	info.WebFetchBillingKey = FetchToolPriceKey
+	if info.RelayMode == constant.RelayModeResponses {
+		info.VendorToolUsage = responsesToolUsage
+	}
 }
 
 func (a *Adaptor) GetRequestURL(info *relaycommon.RelayInfo) (string, error) {
@@ -71,6 +86,10 @@ func (a *Adaptor) GetRequestURL(info *relaycommon.RelayInfo) (string, error) {
 			return fmt.Sprintf("%s/completions", fimBaseUrl), nil
 		case constant.RelayModeResponses:
 			return fmt.Sprintf("%s/responses", info.ChannelBaseUrl), nil
+		case constant.RelayModeToolsSearch:
+			return fmt.Sprintf("%s/v1/tools/search", info.ChannelBaseUrl), nil
+		case constant.RelayModeToolsFetch:
+			return fmt.Sprintf("%s/v1/tools/fetch", info.ChannelBaseUrl), nil
 		default:
 			return fmt.Sprintf("%s/v1/chat/completions", info.ChannelBaseUrl), nil
 		}
@@ -99,10 +118,7 @@ func applyDeepSeekV4OpenAIThinkingSuffix(info *relaycommon.RelayInfo, request *d
 	if info != nil && info.ChannelMeta != nil && info.UpstreamModelName != "" {
 		modelName = info.UpstreamModelName
 	}
-	if model_setting.ShouldPreserveThinkingSuffix(modelName) || info != nil && model_setting.ShouldPreserveThinkingSuffix(info.OriginModelName) {
-		return nil
-	}
-	baseModel, thinkingType, effort, ok := reasoning.ParseDeepSeekV4ThinkingSuffix(modelName)
+	baseModel, thinkingType, effort, ok := deepSeekThinking(info, modelName)
 	if !ok {
 		return nil
 	}
@@ -115,11 +131,15 @@ func applyDeepSeekV4OpenAIThinkingSuffix(info *relaycommon.RelayInfo, request *d
 	request.Model = baseModel
 	request.THINKING = thinking
 	request.ReasoningEffort = effort
+	if info.ReasoningState() != nil {
+		// DeepSeek Chat has no reasoning object; a budget modifier adds one.
+		request.Reasoning = nil
+	}
 	if info != nil {
 		if info.ChannelMeta != nil {
 			info.UpstreamModelName = baseModel
 		}
-		info.SetReasoningEffort(effort)
+		info.SetReasoningEffort(deepSeekRunEffort(thinkingType, effort))
 	}
 	return nil
 }
@@ -129,31 +149,36 @@ func applyDeepSeekV4ClaudeThinkingSuffix(info *relaycommon.RelayInfo, request *d
 	if info != nil && info.ChannelMeta != nil && info.UpstreamModelName != "" {
 		modelName = info.UpstreamModelName
 	}
-	if model_setting.ShouldPreserveThinkingSuffix(modelName) || info != nil && model_setting.ShouldPreserveThinkingSuffix(info.OriginModelName) {
-		return nil
-	}
-	baseModel, thinkingType, effort, ok := reasoning.ParseDeepSeekV4ThinkingSuffix(modelName)
+	baseModel, thinkingType, effort, ok := deepSeekThinking(info, modelName)
 	if !ok {
 		return nil
 	}
 	request.Model = baseModel
 	request.Thinking = &dto.Thinking{Type: thinkingType}
-	if effort == "" {
-		request.OutputConfig = nil
-	} else {
-		outputConfig, err := common.Marshal(map[string]string{
-			"effort": effort,
-		})
+	// Only effort is set or removed; other output_config members stay.
+	outputConfig := make(map[string]any)
+	if len(request.OutputConfig) > 0 && common.GetJsonType(request.OutputConfig) == "object" {
+		if err := common.Unmarshal(request.OutputConfig, &outputConfig); err != nil {
+			return fmt.Errorf("invalid output_config: %w", err)
+		}
+	}
+	delete(outputConfig, "effort")
+	if effort != "" {
+		outputConfig["effort"] = effort
+	}
+	request.OutputConfig = nil
+	if len(outputConfig) > 0 {
+		encoded, err := common.Marshal(outputConfig)
 		if err != nil {
 			return fmt.Errorf("error marshalling output_config: %w", err)
 		}
-		request.OutputConfig = outputConfig
+		request.OutputConfig = encoded
 	}
 	if info != nil {
 		if info.ChannelMeta != nil {
 			info.UpstreamModelName = baseModel
 		}
-		info.SetReasoningEffort(effort)
+		info.SetReasoningEffort(deepSeekRunEffort(thinkingType, effort))
 	}
 	return nil
 }
@@ -177,25 +202,71 @@ func applyDeepSeekV4ResponsesThinkingSuffix(info *relaycommon.RelayInfo, request
 	if info != nil && info.ChannelMeta != nil && info.UpstreamModelName != "" {
 		modelName = info.UpstreamModelName
 	}
-	if model_setting.ShouldPreserveThinkingSuffix(modelName) || info != nil && model_setting.ShouldPreserveThinkingSuffix(info.OriginModelName) {
+	baseModel, thinkingType, effort, ok := deepSeekThinking(info, modelName)
+	if !ok {
+		if info != nil && request.Reasoning != nil {
+			info.SetReasoningEffort(request.Reasoning.Effort)
+		}
 		return
 	}
-	baseModel, thinkingType, effort, ok := reasoning.ParseDeepSeekV4ThinkingSuffix(modelName)
-	if ok {
-		if thinkingType == "disabled" {
-			effort = "none"
-		}
-		request.Model = baseModel
-		if request.Reasoning == nil {
-			request.Reasoning = &dto.Reasoning{}
-		}
+	if thinkingType == "disabled" {
+		effort = "none"
+	}
+	request.Model = baseModel
+	if request.Reasoning == nil && effort != "" {
+		request.Reasoning = &dto.Reasoning{}
+	}
+	if request.Reasoning != nil {
 		request.Reasoning.Effort = effort
-		if info != nil && info.ChannelMeta != nil {
+	}
+	if info != nil {
+		if info.ChannelMeta != nil {
 			info.UpstreamModelName = baseModel
 		}
+		info.SetReasoningEffort(deepSeekRunEffort(thinkingType, effort))
 	}
-	if info != nil && request.Reasoning != nil {
-		info.SetReasoningEffort(request.Reasoning.Effort)
+}
+
+// deepSeekThinking returns the model name to send with DeepSeek's thinking
+// switch and effort. An explicit @ modifier (the reasoning state) wins over a
+// -none/-low/-max tail, which is still stripped from the name. A budget maps
+// to an effort as on other effort-only targets; thinking on or adaptive leaves
+// the effort to DeepSeek's default.
+func deepSeekThinking(info *relaycommon.RelayInfo, modelName string) (baseModel string, thinkingType string, effort string, ok bool) {
+	baseModel = modelName
+	if !model_setting.ShouldPreserveThinkingSuffix(modelName) && (info == nil || !model_setting.ShouldPreserveThinkingSuffix(info.OriginModelName)) {
+		baseModel, thinkingType, effort, ok = reasoning.ParseDeepSeekV4ThinkingSuffix(modelName)
+	}
+	state := info.ReasoningState()
+	if state == nil {
+		return baseModel, thinkingType, effort, ok
+	}
+	intent := kitreasoning.IntentFromState(state)
+	switch runs := kitreasoning.EffectiveEffort(intent); {
+	case runs == "":
+		return baseModel, thinkingType, effort, ok
+	case runs == kitreasoning.EffortNone:
+		return baseModel, "disabled", "", true
+	case intent.Effort == "" && intent.BudgetTokens == nil:
+		return baseModel, "enabled", "", true
+	default:
+		return baseModel, "enabled", string(runs), true
+	}
+}
+
+// deepSeekRunEffort is the effort DeepSeek runs: none with thinking off, its
+// default high when no effort is sent, and the levels it does not implement
+// mapped as DeepSeek maps them (minimal to low, medium and xhigh to high).
+func deepSeekRunEffort(thinkingType string, effort string) string {
+	switch {
+	case thinkingType == "disabled":
+		return string(kitreasoning.EffortNone)
+	case effort == "" || effort == "medium" || effort == "xhigh":
+		return "high"
+	case effort == "minimal":
+		return "low"
+	default:
+		return effort
 	}
 }
 
diff --git a/relay/channel/deepseek/adaptor_test.go b/relay/channel/deepseek/adaptor_test.go
new file mode 100644
index 0000000..7707c0a
--- /dev/null
+++ b/relay/channel/deepseek/adaptor_test.go
@@ -0,0 +1,270 @@
+package deepseek
+
+import (
+	"fmt"
+	"strings"
+	"testing"
+
+	"github.com/QuantumNous/new-api/common"
+	relaycommon "github.com/QuantumNous/new-api/relay/common"
+	"github.com/QuantumNous/new-api/relay/constant"
+	"github.com/QuantumNous/new-api/relay/helper"
+	"github.com/QuantumNous/new-api/relaykit/dto"
+	"github.com/QuantumNous/new-api/relaykit/types"
+	"github.com/QuantumNous/new-api/setting/model_setting"
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/require"
+	"github.com/tidwall/gjson"
+)
+
+// The -none/-low/-max tails of deepseek-flash and deepseek-v4-* reach DeepSeek
+// as its own thinking switch and effort in each upstream format, with the base
+// name; a bare name keeps DeepSeek's default, and a blacklisted name is sent
+// verbatim.
+func TestThinkingSuffixUpstreamFields(t *testing.T) {
+	settings := model_setting.GetGlobalSettings()
+	original := append([]string(nil), settings.ThinkingModelBlacklist...)
+	t.Cleanup(func() { settings.ThinkingModelBlacklist = original })
+	settings.ThinkingModelBlacklist = append(original, "deepseek-v4-pro-max")
+
+	tests := []struct {
+		model, upstream, thinking, effort string
+	}{
+		{model: "deepseek-flash", upstream: "deepseek-flash"},
+		{model: "deepseek-flash-none", upstream: "deepseek-flash", thinking: "disabled"},
+		{model: "deepseek-flash-low", upstream: "deepseek-flash", thinking: "enabled", effort: "low"},
+		{model: "deepseek-flash-max", upstream: "deepseek-flash", thinking: "enabled", effort: "max"},
+		{model: "deepseek-v4-pro-none", upstream: "deepseek-v4-pro", thinking: "disabled"},
+		{model: "deepseek-v4-pro-low", upstream: "deepseek-v4-pro", thinking: "enabled", effort: "low"},
+		{model: "deepseek-v4-pro-max", upstream: "deepseek-v4-pro-max"},
+	}
+	newInfo := func(model string) *relaycommon.RelayInfo {
+		return &relaycommon.RelayInfo{OriginModelName: model, ChannelMeta: &relaycommon.ChannelMeta{UpstreamModelName: model}}
+	}
+	for _, tt := range tests {
+		t.Run(tt.model, func(t *testing.T) {
+			chat := &dto.GeneralOpenAIRequest{Model: tt.model}
+			converted, err := (&Adaptor{}).ConvertOpenAIRequest(nil, newInfo(tt.model), chat)
+			require.NoError(t, err)
+			chat = converted.(*dto.GeneralOpenAIRequest)
+			assert.Equal(t, tt.upstream, chat.Model)
+			assert.Equal(t, tt.effort, chat.ReasoningEffort)
+
+			claude := &dto.ClaudeRequest{Model: tt.model}
+			require.NoError(t, applyDeepSeekV4ClaudeThinkingSuffix(newInfo(tt.model), claude))
+			assert.Equal(t, tt.upstream, claude.Model)
+
+			converted, err = (&Adaptor{}).ConvertOpenAIResponsesRequest(nil, newInfo(tt.model), dto.OpenAIResponsesRequest{Model: tt.model})
+			require.NoError(t, err)
+			responses := converted.(dto.OpenAIResponsesRequest)
+			assert.Equal(t, tt.upstream, responses.Model)
+
+			if tt.thinking == "" {
+				assert.Empty(t, chat.THINKING)
+				assert.Nil(t, claude.Thinking)
+				assert.Nil(t, claude.OutputConfig)
+				assert.Nil(t, responses.Reasoning)
+				return
+			}
+			assert.JSONEq(t, `{"type":"`+tt.thinking+`"}`, string(chat.THINKING))
+			require.NotNil(t, claude.Thinking)
+			assert.Equal(t, tt.thinking, claude.Thinking.Type)
+			require.NotNil(t, responses.Reasoning)
+			if tt.thinking == "disabled" {
+				assert.Nil(t, claude.OutputConfig)
+				assert.Equal(t, "none", responses.Reasoning.Effort)
+				return
+			}
+			assert.JSONEq(t, `{"effort":"`+tt.effort+`"}`, string(claude.OutputConfig))
+			assert.Equal(t, tt.effort, responses.Reasoning.Effort)
+		})
+	}
+}
+
+// DeepSeek runs Claude Code and Codex searches server-side and bills them as
+// Search and Fetch API calls, whatever model name the client sent. On the
+// Responses API the completed web_search_call items of the whole response
+// replace the items counted while streaming: open_page is a Fetch call, a
+// failed call is free, and an empty output keeps the streamed count.
+func TestServerSideSearchBillingKeys(t *testing.T) {
+	for _, tc := range []struct {
+		format types.RelayFormat
+		mode   int
+	}{
+		{types.RelayFormatClaude, constant.RelayModeUnknown},
+		{types.RelayFormatOpenAI, constant.RelayModeChatCompletions},
+		{types.RelayFormatOpenAIResponses, constant.RelayModeResponses},
+	} {
+		info := &relaycommon.RelayInfo{RelayFormat: tc.format, RelayMode: tc.mode, ChannelMeta: &relaycommon.ChannelMeta{}}
+		(&Adaptor{}).Init(info)
+		assert.Equal(t, SearchToolPriceKey, info.WebSearchBillingKey, tc.format)
+		assert.Equal(t, FetchToolPriceKey, info.WebFetchBillingKey, tc.format)
+		assert.Equal(t, tc.mode == constant.RelayModeResponses, info.VendorToolUsage != nil, tc.format)
+	}
+
+	const output = `[
+		{"type":"web_search_call","status":"completed","action":{"type":"search","queries":["deepseek","ws_call_id=call_01"]}},
+		{"type":"web_search_call","status":"completed","action":{"type":"open_page","url":"https://example.com/"}},
+		{"type":"web_search_call","status":"failed","action":{"type":"open_page","url":"https://api-docs.deepseek.com/"}},
+		{"type":"message","status":"completed"}]`
+	for _, raw := range []string{
+		`{"status":"completed","output":` + output + `}`,
+		`{"type":"response.completed","response":{"status":"completed","output":` + output + `}}`,
+	} {
+		info := &relaycommon.RelayInfo{
+			OriginModelName: "gpt-5.1-codex",
+			RelayFormat:     types.RelayFormatOpenAIResponses,
+			RelayMode:       constant.RelayModeResponses,
+			ChannelMeta:     &relaycommon.ChannelMeta{},
+		}
+		(&Adaptor{}).Init(info)
+		for range 3 {
+			info.CountBillableToolCall(dto.BuildInCallWebSearchCall, "")
+		}
+		assert.Equal(t, map[string]int{SearchToolPriceKey: 3}, toolCounts(info), "streamed items bill under the Search key")
+
+		info.ApplyVendorToolUsage([]byte(`{"type":"response.failed","response":{"status":"failed","output":[]}}`))
+		assert.Equal(t, map[string]int{SearchToolPriceKey: 3}, toolCounts(info), "an empty output keeps the streamed count")
+
+		info.ApplyVendorToolUsage([]byte(raw))
+		assert.Equal(t, map[string]int{SearchToolPriceKey: 1, FetchToolPriceKey: 1}, toolCounts(info), raw)
+	}
+}
+
+func toolCounts(info *relaycommon.RelayInfo) map[string]int {
+	counts := map[string]int{}
+	for name, tool := range info.ResponsesUsageInfo.BuiltInTools {
+		counts[name] = tool.CallCount
+	}
+	return counts
+}
+
+// Explicit @ modifiers reach DeepSeek as its own thinking switch and effort in
+// every format and override the client's reasoning fields: no budget_tokens,
+// adaptive thinking, max_tokens raise or sampling change. An @ effort wins
+// over a -none/-low/-max tail, a budget maps to an effort, and a request
+// without a modifier passes through unchanged. The usage log records the
+// effort DeepSeek runs at.
+func TestModelModifiersUpstreamFields(t *testing.T) {
+	type client struct{ chat, claude, responses string }
+	tests := []struct {
+		name, model      string
+		client           client
+		thinking, effort string // thinking "" = untouched
+		logEffort        string
+	}{
+		{name: "thinking on", model: "deepseek-flash@thinking:on", thinking: "enabled", logEffort: "high"},
+		{name: "thinking off", model: "deepseek-flash@thinking:off", thinking: "disabled", logEffort: "none"},
+		{name: "thinking zero budget", model: "deepseek-flash@thinking:0", thinking: "disabled", logEffort: "none"},
+		{name: "effort none", model: "deepseek-flash@effort:none", thinking: "disabled", logEffort: "none"},
+		{name: "effort low", model: "deepseek-flash@effort:low", thinking: "enabled", effort: "low", logEffort: "low"},
+		{name: "effort medium", model: "deepseek-flash@effort:medium", thinking: "enabled", effort: "medium", logEffort: "high"},
+		{name: "effort xhigh", model: "deepseek-flash@effort:xhigh", thinking: "enabled", effort: "xhigh", logEffort: "high"},
+		{name: "effort max on pro", model: "deepseek-v4-pro@effort:max", thinking: "enabled", effort: "max", logEffort: "max"},
+		{name: "budget maps to an effort", model: "deepseek-flash@thinking:8192", thinking: "enabled", effort: "medium", logEffort: "high"},
+		{name: "adaptive", model: "deepseek-flash@thinking:adaptive", thinking: "enabled", logEffort: "high"},
+		{name: "temperature with effort", model: "deepseek-flash@temperature:0.3@effort:low", thinking: "enabled", effort: "low", logEffort: "low"},
+		{name: "effort overrides client thinking off", model: "deepseek-flash@effort:max", thinking: "enabled", effort: "max", logEffort: "max",
+			client: client{chat: `"thinking":{"type":"disabled"}`, claude: `"thinking":{"type":"disabled"}`, responses: `"reasoning":{"effort":"none"}`}},
+		{name: "thinking off overrides client thinking", model: "deepseek-flash@thinking:off", thinking: "disabled", logEffort: "none",
+			client: client{chat: `"thinking":{"type":"enabled"},"reasoning_effort":"high"`,
+				claude:    `"thinking":{"type":"enabled","budget_tokens":2048},"output_config":{"effort":"high","format":{"type":"json_schema"}}`,
+				responses: `"reasoning":{"effort":"high"}`}},
+		{name: "budget overrides client effort none", model: "deepseek-flash@thinking:8192", thinking: "enabled", effort: "medium", logEffort: "high",
+			client: client{responses: `"reasoning":{"effort":"none"}`}},
+		{name: "@ effort wins over a tail", model: "deepseek-flash-max@effort:low", thinking: "enabled", effort: "low", logEffort: "low"},
+		{name: "no modifier", model: "deepseek-flash",
+			client: client{chat: `"thinking":{"type":"disabled"},"reasoning_effort":"low"`, claude: `"thinking":{"type":"adaptive"},"output_config":{"effort":"low"}`, responses: `"reasoning":{"effort":"low"}`}},
+	}
+	extra := func(members string) string {
+		if members == "" {
+			return ""
+		}
+		return "," + members
+	}
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			bodies := map[types.RelayFormat]string{
+				types.RelayFormatOpenAI:          fmt.Sprintf(`{"model":%q,"messages":[{"role":"user","content":"hi"}]%s}`, tt.model, extra(tt.client.chat)),
+				types.RelayFormatClaude:          fmt.Sprintf(`{"model":%q,"max_tokens":64,"temperature":0.7,"messages":[{"role":"user","content":"hi"}]%s}`, tt.model, extra(tt.client.claude)),
+				types.RelayFormatOpenAIResponses: fmt.Sprintf(`{"model":%q,"input":"hi"%s}`, tt.model, extra(tt.client.responses)),
+			}
+			for format, body := range bodies {
+				info := &relaycommon.RelayInfo{
+					OriginModelName: tt.model,
+					RelayFormat:     format,
+					ChannelMeta:     &relaycommon.ChannelMeta{UpstreamModelName: tt.model},
+				}
+				var sent []byte
+				switch format {
+				case types.RelayFormatOpenAI:
+					original, outbound := &dto.GeneralOpenAIRequest{}, &dto.GeneralOpenAIRequest{}
+					require.NoError(t, common.UnmarshalJsonStr(body, original))
+					require.NoError(t, common.UnmarshalJsonStr(body, outbound))
+					info.Request = original
+					require.NoError(t, helper.ApplyReasoningModelSuffix(nil, info, outbound))
+					converted, err := (&Adaptor{}).ConvertOpenAIRequest(nil, info, outbound)
+					require.NoError(t, err)
+					sent, err = common.Marshal(converted)
+					require.NoError(t, err)
+				case types.RelayFormatClaude:
+					original, outbound := &dto.ClaudeRequest{}, &dto.ClaudeRequest{}
+					require.NoError(t, common.UnmarshalJsonStr(body, original))
+					require.NoError(t, common.UnmarshalJsonStr(body, outbound))
+					info.Request = original
+					require.NoError(t, helper.ApplyReasoningModelSuffix(nil, info, outbound))
+					converted, err := (&Adaptor{}).ConvertClaudeRequest(nil, info, outbound)
+					require.NoError(t, err)
+					sent, err = common.Marshal(converted)
+					require.NoError(t, err)
+				default:
+					original, outbound := &dto.OpenAIResponsesRequest{}, &dto.OpenAIResponsesRequest{}
+					require.NoError(t, common.UnmarshalJsonStr(body, original))
+					require.NoError(t, common.UnmarshalJsonStr(body, outbound))
+					info.Request = original
+					require.NoError(t, helper.ApplyReasoningModelSuffix(nil, info, outbound))
+					converted, err := (&Adaptor{}).ConvertOpenAIResponsesRequest(nil, info, *outbound)
+					require.NoError(t, err)
+					sent, err = common.Marshal(converted)
+					require.NoError(t, err)
+				}
+				wire := gjson.ParseBytes(sent)
+				wantModel := "deepseek-flash"
+				if strings.HasPrefix(tt.model, "deepseek-v4-pro") {
+					wantModel = "deepseek-v4-pro"
+				}
+				assert.Equal(t, wantModel, wire.Get("model").String(), format)
+				if tt.thinking == "" {
+					// No modifier: the client's reasoning fields go out as sent.
+					for _, member := range []string{"thinking", "reasoning_effort", "output_config", "reasoning"} {
+						assert.Equal(t, gjson.Get(body, member).Raw, wire.Get(member).Raw, "%s %s", format, member)
+					}
+					continue
+				}
+				switch format {
+				case types.RelayFormatOpenAI:
+					assert.JSONEq(t, `{"type":"`+tt.thinking+`"}`, wire.Get("thinking").Raw, format)
+					assert.Equal(t, tt.effort, wire.Get("reasoning_effort").String(), format)
+					assert.False(t, wire.Get("reasoning").Exists(), format)
+				case types.RelayFormatClaude:
+					assert.JSONEq(t, `{"type":"`+tt.thinking+`"}`, wire.Get("thinking").Raw, format)
+					assert.Equal(t, tt.effort, wire.Get("output_config.effort").String(), format)
+					assert.Equal(t, gjson.Get(body, "output_config.format").Raw, wire.Get("output_config.format").Raw, format)
+					assert.Equal(t, int64(64), wire.Get("max_tokens").Int(), format)
+					wantTemperature := 0.7
+					if strings.Contains(tt.model, "@temperature:0.3") {
+						wantTemperature = 0.3
+					}
+					assert.Equal(t, wantTemperature, wire.Get("temperature").Float(), format)
+				default:
+					wantEffort := tt.effort
+					if tt.thinking == "disabled" {
+						wantEffort = "none"
+					}
+					assert.Equal(t, wantEffort, wire.Get("reasoning.effort").String(), format)
+				}
+				assert.Equal(t, tt.logEffort, info.ReasoningEffort, format)
+			}
+		})
+	}
+}
diff --git a/relay/channel/deepseek/constants.go b/relay/channel/deepseek/constants.go
index 83f0133..c78db0f 100644
--- a/relay/channel/deepseek/constants.go
+++ b/relay/channel/deepseek/constants.go
@@ -1,9 +1,19 @@
 package deepseek
 
+import "github.com/QuantumNous/new-api/constant"
+
 var ModelList = []string{
-	"deepseek-chat", "deepseek-reasoner",
-	"deepseek-v4-flash", "deepseek-v4-flash-none", "deepseek-v4-flash-max",
-	"deepseek-v4-pro", "deepseek-v4-pro-none", "deepseek-v4-pro-max",
+	"deepseek-flash", "deepseek-flash-none", "deepseek-flash-low", "deepseek-flash-max",
+	"deepseek-v4-pro", "deepseek-v4-pro-none", "deepseek-v4-pro-low", "deepseek-v4-pro-max",
+	constant.DeepSeekSearchModel, constant.DeepSeekFetchModel,
 }
 
 var ChannelName = "deepseek"
+
+// Tool-price keys of the DeepSeek Search and Fetch APIs. They price the
+// server-side searches and page fetches DeepSeek runs on its Anthropic and
+// Responses endpoints.
+const (
+	SearchToolPriceKey = "deepseek_search"
+	FetchToolPriceKey  = "deepseek_fetch"
+)
diff --git a/relay/channel/deepseek/web_search.go b/relay/channel/deepseek/web_search.go
new file mode 100644
index 0000000..4796d4e
--- /dev/null
+++ b/relay/channel/deepseek/web_search.go
@@ -0,0 +1,37 @@
+package deepseek
+
+import (
+	"github.com/QuantumNous/new-api/relaykit/dto"
+
+	"github.com/tidwall/gjson"
+)
+
+// responsesToolUsage bills the Search and Fetch API calls DeepSeek runs for
+// the Responses web_search tool from the web_search_call items of the whole
+// response (output on non-stream bodies, response.output on terminal stream
+// frames); its usage reports tokens only. An open_page action is a Fetch call,
+// any other action a Search call, and a failed call is free. The counts
+// replace the web_search_call items counted under the Search key while the
+// stream was running. An empty output proves nothing, so those counts stay.
+func responsesToolUsage(raw []byte) map[string]int {
+	output := gjson.GetBytes(raw, "output")
+	if !output.Exists() {
+		output = gjson.GetBytes(raw, "response.output")
+	}
+	items := output.Array()
+	if !output.IsArray() || len(items) == 0 {
+		return nil
+	}
+	counts := map[string]int{SearchToolPriceKey: 0, FetchToolPriceKey: 0}
+	for _, item := range items {
+		if item.Get("type").String() != dto.BuildInCallWebSearchCall || item.Get("status").String() != "completed" {
+			continue
+		}
+		if item.Get("action.type").String() == "open_page" {
+			counts[FetchToolPriceKey]++
+		} else {
+			counts[SearchToolPriceKey]++
+		}
+	}
+	return counts
+}
diff --git a/relay/channel/dify/relay-dify.go b/relay/channel/dify/relay-dify.go
index 2fcf2f5..34ea9fa 100644
--- a/relay/channel/dify/relay-dify.go
+++ b/relay/channel/dify/relay-dify.go
@@ -38,14 +38,14 @@ func uploadDifyFile(c *gin.Context, info *relaycommon.RelayInfo, user string, me
 		// Decode base64 string
 		decodedData, err := base64.StdEncoding.DecodeString(base64Data)
 		if err != nil {
-			common.SysLog("failed to decode base64: " + err.Error())
+			common.SysLog(common.LogText("failed to decode base64: %s", err.Error()))
 			return nil
 		}
 
 		// Create temporary file
 		tempFile, err := os.CreateTemp("", "dify-upload-*")
 		if err != nil {
-			common.SysLog("failed to create temp file: " + err.Error())
+			common.SysLog(common.LogText("failed to create temp file: %s", err.Error()))
 			return nil
 		}
 		defer tempFile.Close()
@@ -53,7 +53,7 @@ func uploadDifyFile(c *gin.Context, info *relaycommon.RelayInfo, user string, me
 
 		// Write decoded data to temp file
 		if _, err := tempFile.Write(decodedData); err != nil {
-			common.SysLog("failed to write to temp file: " + err.Error())
+			common.SysLog(common.LogText("failed to write to temp file: %s", err.Error()))
 			return nil
 		}
 
@@ -63,7 +63,7 @@ func uploadDifyFile(c *gin.Context, info *relaycommon.RelayInfo, user string, me
 
 		// Add user field
 		if err := writer.WriteField("user", user); err != nil {
-			common.SysLog("failed to add user field: " + err.Error())
+			common.SysLog(common.LogText("failed to add user field: %s", err.Error()))
 			return nil
 		}
 
@@ -76,13 +76,13 @@ func uploadDifyFile(c *gin.Context, info *relaycommon.RelayInfo, user string, me
 		// Create form file
 		part, err := writer.CreateFormFile("file", fmt.Sprintf("image.%s", strings.TrimPrefix(mimeType, "image/")))
 		if err != nil {
-			common.SysLog("failed to create form file: " + err.Error())
+			common.SysLog(common.LogText("failed to create form file: %s", err.Error()))
 			return nil
 		}
 
 		// Copy file content to form
 		if _, err = io.Copy(part, bytes.NewReader(decodedData)); err != nil {
-			common.SysLog("failed to copy file content: " + err.Error())
+			common.SysLog(common.LogText("failed to copy file content: %s", err.Error()))
 			return nil
 		}
 		writer.Close()
@@ -90,7 +90,7 @@ func uploadDifyFile(c *gin.Context, info *relaycommon.RelayInfo, user string, me
 		// Create HTTP request
 		req, err := http.NewRequest("POST", uploadUrl, body)
 		if err != nil {
-			common.SysLog("failed to create request: " + err.Error())
+			common.SysLog(common.LogText("failed to create request: %s", err.Error()))
 			return nil
 		}
 
@@ -101,7 +101,7 @@ func uploadDifyFile(c *gin.Context, info *relaycommon.RelayInfo, user string, me
 		client := service.GetHttpClient()
 		resp, err := client.Do(req)
 		if err != nil {
-			common.SysLog("failed to send request: " + err.Error())
+			common.SysLog(common.LogText("failed to send request: %s", err.Error()))
 			return nil
 		}
 		defer resp.Body.Close()
@@ -111,7 +111,7 @@ func uploadDifyFile(c *gin.Context, info *relaycommon.RelayInfo, user string, me
 			Id string `json:"id"`
 		}
 		if err := json.NewDecoder(resp.Body).Decode(&result); err != nil {
-			common.SysLog("failed to decode response: " + err.Error())
+			common.SysLog(common.LogText("failed to decode response: %s", err.Error()))
 			return nil
 		}
 
@@ -137,7 +137,7 @@ func requestOpenAI2Dify(c *gin.Context, info *relaycommon.RelayInfo, request dto
 	var stringUser string
 	err := json.Unmarshal(user, &stringUser)
 	if err != nil {
-		common.SysLog("failed to unmarshal user: " + err.Error())
+		common.SysLog(common.LogText("failed to unmarshal user: %s", err.Error()))
 		stringUser = helper.GetResponseID(c)
 	}
 	difyReq.User = stringUser
@@ -231,7 +231,7 @@ func difyStreamHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http.R
 	helper.StreamScannerHandler(c, resp, info, func(data string, sr *helper.StreamResult) {
 		var difyResponse DifyChunkChatCompletionResponse
 		if err := json.Unmarshal([]byte(data), &difyResponse); err != nil {
-			common.SysLog("error unmarshalling stream response: " + err.Error())
+			common.SysLog(common.LogText("error unmarshalling stream response: %s", err.Error()))
 			sr.Error(err)
 			return
 		}
diff --git a/relay/channel/gemini/adaptor_responses_test.go b/relay/channel/gemini/adaptor_responses_test.go
index 481dd2e..2d5576f 100644
--- a/relay/channel/gemini/adaptor_responses_test.go
+++ b/relay/channel/gemini/adaptor_responses_test.go
@@ -103,7 +103,7 @@ func TestConvertOpenAIResponsesRequestToGeminiFunctionCallConversation(t *testin
 	assert.Equal(t, map[string]any{"ok": true}, got.Contents[1].Parts[0].FunctionResponse.Response)
 }
 
-func TestConvertOpenAIResponsesRequestToGeminiSkipsCustomToolCalls(t *testing.T) {
+func TestConvertOpenAIResponsesRequestToGeminiKeepsCustomToolCalls(t *testing.T) {
 	got := mustConvertResponsesToGemini(t, dto.OpenAIResponsesRequest{
 		Model: "gemini-test",
 		Input: mustGeminiRawMessage(t, []map[string]any{
@@ -140,17 +140,34 @@ func TestConvertOpenAIResponsesRequestToGeminiSkipsCustomToolCalls(t *testing.T)
 		}),
 	})
 
-	assert.Empty(t, got.GetTools())
-	require.Len(t, got.Contents, 2)
+	// The cleaned schema has no additionalProperties, and the unknown tool is dropped.
+	assert.JSONEq(t, `[{"functionDeclarations":[{
+		"name":"apply_patch",
+		"description":"This tool takes freeform text. Put the complete raw text in the \"input\" argument.",
+		"parameters":{"type":"OBJECT","properties":{"input":{"type":"STRING","description":"Raw input for the tool."}},"required":["input"]}
+	}]}]`, string(got.Tools))
+
+	require.Len(t, got.Contents, 3)
 	assert.Equal(t, "model", got.Contents[0].Role)
-	require.Len(t, got.Contents[0].Parts, 1)
-	assert.Equal(t, "before custom", got.Contents[0].Parts[0].Text)
-	assert.Nil(t, got.Contents[0].Parts[0].FunctionCall)
+	require.Len(t, got.Contents[0].Parts, 2)
+	require.NotNil(t, got.Contents[0].Parts[0].FunctionCall)
+	assert.Equal(t, "apply_patch", got.Contents[0].Parts[0].FunctionCall.FunctionName)
+	assert.Equal(t, map[string]any{"input": "patch body"}, got.Contents[0].Parts[0].FunctionCall.Arguments)
+	assert.Equal(t, "before custom", got.Contents[0].Parts[1].Text)
 
 	assert.Equal(t, "user", got.Contents[1].Role)
-	require.Len(t, got.Contents[1].Parts, 1)
-	assert.Equal(t, "next turn", got.Contents[1].Parts[0].Text)
-	assert.Nil(t, got.Contents[1].Parts[0].FunctionResponse)
+	require.Len(t, got.Contents[1].Parts, 2)
+	for i, output := range []string{"ok", "legacy custom output"} {
+		response := got.Contents[1].Parts[i].FunctionResponse
+		require.NotNil(t, response)
+		assert.Equal(t, "apply_patch", response.Name)
+		assert.Equal(t, map[string]any{"content": output}, response.Response)
+		assert.JSONEq(t, `"call_custom"`, string(response.ID))
+	}
+
+	assert.Equal(t, "user", got.Contents[2].Role)
+	require.Len(t, got.Contents[2].Parts, 1)
+	assert.Equal(t, "next turn", got.Contents[2].Parts[0].Text)
 }
 
 func mustConvertResponsesToGemini(t *testing.T, req dto.OpenAIResponsesRequest) *dto.GeminiChatRequest {
diff --git a/relay/channel/gemini/relay-gemini-native.go b/relay/channel/gemini/relay-gemini-native.go
index 26dae22..f8e1792 100644
--- a/relay/channel/gemini/relay-gemini-native.go
+++ b/relay/channel/gemini/relay-gemini-native.go
@@ -36,6 +36,9 @@ func GeminiTextGenerationHandler(c *gin.Context, info *relaycommon.RelayInfo, re
 		return nil, types.NewOpenAIError(err, types.ErrorCodeBadResponseBody, http.StatusInternalServerError)
 	}
 	info.ObserveResponseModel(gjson.GetBytes(responseBody, "modelVersion").Str)
+	var grounding geminiGroundingCounter
+	grounding.observe(&geminiResponse)
+	grounding.commit(info)
 	countGeminiBillableFunctionCalls(info, &geminiResponse)
 
 	if len(geminiResponse.Candidates) == 0 && geminiResponse.PromptFeedback != nil && geminiResponse.PromptFeedback.BlockReason != nil {
@@ -88,7 +91,7 @@ func GeminiTextGenerationStreamHandler(c *gin.Context, info *relaycommon.RelayIn
 	return geminiStreamHandler(c, info, resp, func(data string, geminiResponse *dto.GeminiChatResponse) bool {
 		err := helper.StringData(c, data)
 		if err != nil {
-			logger.LogError(c, "failed to write stream data: "+err.Error())
+			logger.LogError(c, common.LogText("failed to write stream data: %s", err.Error()))
 			return false
 		}
 		info.SendResponseCount++
diff --git a/relay/channel/gemini/relay-gemini.go b/relay/channel/gemini/relay-gemini.go
index f41f480..13fbc73 100644
--- a/relay/channel/gemini/relay-gemini.go
+++ b/relay/channel/gemini/relay-gemini.go
@@ -6,6 +6,7 @@ import (
 	"fmt"
 	"io"
 	"net/http"
+	"slices"
 	"strings"
 	"time"
 
@@ -75,23 +76,58 @@ func geminiResponseUsageText(response *dto.GeminiChatResponse) string {
 			if part.Text != "" {
 				text.WriteString(part.Text)
 			}
+			// Function calls are most of an agent turn's output.
+			if part.FunctionCall != nil {
+				text.WriteString(part.FunctionCall.FunctionName)
+				args, _ := common.Marshal(part.FunctionCall.Arguments)
+				text.Write(args)
+			}
 		}
 	}
 	return text.String()
 }
 
-func markGeminiGoogleSearchCall(c *gin.Context, response *dto.GeminiChatResponse) {
-	if c == nil || response == nil {
-		return
-	}
+// geminiGroundingCounter accumulates Google Search grounding across one
+// upstream response (every stream frame and candidate). Gemini 3 bills each
+// unique non-empty search query ("we ignore the empty web search queries when
+// counting unique queries", ai.google.dev/gemini-api/docs/google-search);
+// Gemini 2.5 and older bill once per grounded prompt, counted here when the
+// response carries any search query. Both quantities are recorded and the
+// tool price table decides which one costs money for a model. Image-search
+// queries count like web-search queries; Google documents no separate rule.
+// Google documents no response field holding the billed count, so the unique
+// query set is the best available evidence, not a guaranteed match.
+type geminiGroundingCounter struct {
+	queries map[string]struct{}
+}
+
+func (g *geminiGroundingCounter) observe(response *dto.GeminiChatResponse) {
 	for _, candidate := range response.Candidates {
-		if candidate.GroundingMetadata != nil && len(candidate.GroundingMetadata.WebSearchQueries) > 0 {
-			c.Set("gemini_google_search_call", true)
-			return
+		metadata := candidate.GroundingMetadata
+		if metadata == nil {
+			continue
+		}
+		for _, query := range slices.Concat(metadata.WebSearchQueries, metadata.ImageSearchQueries) {
+			query = strings.TrimSpace(query)
+			if query == "" {
+				continue
+			}
+			if g.queries == nil {
+				g.queries = make(map[string]struct{})
+			}
+			g.queries[query] = struct{}{}
 		}
 	}
 }
 
+func (g *geminiGroundingCounter) commit(info *relaycommon.RelayInfo) {
+	if len(g.queries) == 0 {
+		return
+	}
+	info.SetBillableToolCount(dto.BuildInToolGoogleSearch, len(g.queries))
+	info.SetBillableToolCount(relaycommon.GoogleSearchGroundedPromptTool, 1)
+}
+
 func countGeminiBillableFunctionCalls(info *relaycommon.RelayInfo, response *dto.GeminiChatResponse) {
 	if info == nil || response == nil {
 		return
@@ -171,6 +207,7 @@ func geminiStreamHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http
 	var hasBillableUsageMetadata bool
 	var streamErr error
 	var accumulatedUsageMetadata *dto.GeminiUsageMetadata
+	var grounding geminiGroundingCounter
 	responseText := strings.Builder{}
 
 	helper.StreamScannerHandler(c, resp, info, func(data string, sr *helper.StreamResult) {
@@ -197,7 +234,9 @@ func geminiStreamHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http
 			info.StreamStatus.MarkCompleted()
 		}
 
-		markGeminiGoogleSearchCall(c, &geminiResponse)
+		// Commit on every frame so a client abort keeps the queries seen so far.
+		grounding.observe(&geminiResponse)
+		grounding.commit(info)
 		countGeminiBillableFunctionCalls(info, &geminiResponse)
 
 		// 统计图片数量
@@ -206,11 +245,9 @@ func geminiStreamHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http
 				if part.InlineData != nil && part.InlineData.MimeType != "" {
 					imageCount++
 				}
-				if part.Text != "" {
-					responseText.WriteString(part.Text)
-				}
 			}
 		}
+		responseText.WriteString(geminiResponseUsageText(&geminiResponse))
 
 		// 更新使用量统计
 		if metadata := geminiResponse.GetUsageMetadata(); dto.HasGeminiUsageMetadataTokens(metadata) {
@@ -251,7 +288,7 @@ func geminiStreamHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http
 		return usage, types.NewOpenAIError(streamErr, types.ErrorCodeBadResponseBody, http.StatusInternalServerError)
 	}
 	if info.StreamStatus != nil && !info.StreamStatus.IsNormalEnd() {
-		logger.LogWarn(c, fmt.Sprintf("Gemini stream ended unexpectedly: %s", info.StreamStatus.Summary()))
+		logger.LogWarn(c, common.LogText("Gemini stream ended unexpectedly: %s", info.StreamStatus.Summary()))
 	}
 
 	return usage, nil
@@ -367,7 +404,7 @@ func GeminiChatStreamHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *
 	}
 	handleErr := handleFinalStream(c, info, response)
 	if handleErr != nil {
-		common.SysLog("send final response failed: " + handleErr.Error())
+		common.SysLog(common.LogText("send final response failed: %s", handleErr.Error()))
 	}
 	return usage, nil
 }
@@ -385,7 +422,9 @@ func GeminiChatHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http.R
 		return nil, types.NewOpenAIError(err, types.ErrorCodeBadResponseBody, http.StatusInternalServerError)
 	}
 	info.ObserveResponseModel(gjson.GetBytes(responseBody, "modelVersion").Str)
-	markGeminiGoogleSearchCall(c, &geminiResponse)
+	var grounding geminiGroundingCounter
+	grounding.observe(&geminiResponse)
+	grounding.commit(info)
 	countGeminiBillableFunctionCalls(info, &geminiResponse)
 	if len(geminiResponse.Candidates) == 0 {
 		usage := buildUsageFromGeminiResponse(c, info, &geminiResponse)
@@ -414,11 +453,11 @@ func GeminiChatHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http.R
 		case types.RelayFormatClaude:
 			c.JSON(newAPIError.StatusCode, gin.H{
 				"type":  "error",
-				"error": newAPIError.ToClaudeError(),
+				"error": newAPIError.ToClaudeError(common.UpstreamAddresses(c)...),
 			})
 		default:
 			c.JSON(newAPIError.StatusCode, gin.H{
-				"error": newAPIError.ToOpenAIError(),
+				"error": newAPIError.ToOpenAIError(common.UpstreamAddresses(c)...),
 			})
 		}
 		return &usage, nil
@@ -558,10 +597,10 @@ type GeminiModelsResponse struct {
 	NextPageToken string            `json:"nextPageToken"`
 }
 
-func FetchGeminiModels(baseURL, apiKey, proxyURL string) ([]string, error) {
-	client, err := service.GetHttpClientWithProxy(proxyURL)
+func FetchGeminiModels(baseURL, apiKey string, setting dto.ChannelSettings) ([]string, error) {
+	client, err := service.GetHttpClientWithProxySettings(setting.Proxy, setting)
 	if err != nil {
-		return nil, fmt.Errorf("创建HTTP客户端失败: %v", err)
+		return nil, fmt.Errorf("failed to create HTTP client: %v", err)
 	}
 
 	allModels := make([]string, 0)
@@ -578,7 +617,7 @@ func FetchGeminiModels(baseURL, apiKey, proxyURL string) ([]string, error) {
 		request, err := http.NewRequestWithContext(ctx, "GET", url, nil)
 		if err != nil {
 			cancel()
-			return nil, fmt.Errorf("创建请求失败: %v", err)
+			return nil, fmt.Errorf("failed to create request: %v", err)
 		}
 
 		request.Header.Set("x-goog-api-key", apiKey)
@@ -586,26 +625,26 @@ func FetchGeminiModels(baseURL, apiKey, proxyURL string) ([]string, error) {
 		response, err := client.Do(request)
 		if err != nil {
 			cancel()
-			return nil, fmt.Errorf("请求失败: %v", err)
+			return nil, fmt.Errorf("request failed: %v", err)
 		}
 
 		if response.StatusCode != http.StatusOK {
 			body, _ := io.ReadAll(response.Body)
 			response.Body.Close()
 			cancel()
-			return nil, fmt.Errorf("服务器返回错误 %d: %s", response.StatusCode, string(body))
+			return nil, fmt.Errorf("server returned error %d: %s", response.StatusCode, string(body))
 		}
 
 		body, err := io.ReadAll(response.Body)
 		response.Body.Close()
 		cancel()
 		if err != nil {
-			return nil, fmt.Errorf("读取响应失败: %v", err)
+			return nil, fmt.Errorf("failed to read response: %v", err)
 		}
 
 		var modelsResponse GeminiModelsResponse
 		if err = common.Unmarshal(body, &modelsResponse); err != nil {
-			return nil, fmt.Errorf("解析响应失败: %v", err)
+			return nil, fmt.Errorf("failed to parse response: %v", err)
 		}
 
 		for _, model := range modelsResponse.Models {
diff --git a/relay/channel/gemini/relay_gemini_usage_test.go b/relay/channel/gemini/relay_gemini_usage_test.go
index fe28459..9659dfd 100644
--- a/relay/channel/gemini/relay_gemini_usage_test.go
+++ b/relay/channel/gemini/relay_gemini_usage_test.go
@@ -13,7 +13,9 @@ import (
 	relaycommon "github.com/QuantumNous/new-api/relay/common"
 	"github.com/QuantumNous/new-api/relaykit/dto"
 	"github.com/QuantumNous/new-api/relaykit/types"
+	"github.com/QuantumNous/new-api/tokenkit"
 	"github.com/gin-gonic/gin"
+	"github.com/stretchr/testify/assert"
 	"github.com/stretchr/testify/require"
 )
 
@@ -494,8 +496,6 @@ func TestGeminiChatHandlerMissingUsageMetadataBuildsEstimatedBillingUsage(t *tes
 
 func TestGeminiStreamHandlerPromptOnlyUsageMetadataEstimatesCompletionTokens(t *testing.T) {
 	gin.SetMode(gin.TestMode)
-	c, _ := gin.CreateTestContext(httptest.NewRecorder())
-	c.Request = httptest.NewRequest(http.MethodPost, "/v1/chat/completions", nil)
 
 	oldStreamingTimeout := constant.StreamingTimeout
 	constant.StreamingTimeout = 300
@@ -503,53 +503,67 @@ func TestGeminiStreamHandlerPromptOnlyUsageMetadataEstimatesCompletionTokens(t *
 		constant.StreamingTimeout = oldStreamingTimeout
 	})
 
-	info := &relaycommon.RelayInfo{
-		OriginModelName: "gemini-3-flash-preview",
-		ChannelMeta: &relaycommon.ChannelMeta{
-			UpstreamModelName: "gemini-3-flash-preview",
-		},
-	}
-	info.SetEstimatePromptTokens(20)
+	for _, tc := range []struct {
+		name      string
+		part      dto.GeminiPart
+		usageText string
+	}{
+		{"text", dto.GeminiPart{Text: "partial streamed answer before disconnect"}, "partial streamed answer before disconnect"},
+		// An agent turn that only calls a tool still produced output tokens.
+		{"function call", dto.GeminiPart{FunctionCall: &dto.FunctionCall{FunctionName: "read_file", Arguments: map[string]any{"path": "main.go"}}}, `read_file{"path":"main.go"}`},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			c, _ := gin.CreateTestContext(httptest.NewRecorder())
+			c.Request = httptest.NewRequest(http.MethodPost, "/v1/chat/completions", nil)
 
-	// Simulates a client aborting the stream before the final chunk: text was
-	// streamed but the last observed usageMetadata only carries prompt tokens.
-	chunk := dto.GeminiChatResponse{
-		Candidates: []dto.GeminiChatCandidate{
-			{
-				Content: dto.GeminiChatContent{
-					Role: "model",
-					Parts: []dto.GeminiPart{
-						{Text: "partial streamed answer before disconnect"},
+			info := &relaycommon.RelayInfo{
+				OriginModelName: "gemini-3-flash-preview",
+				ChannelMeta: &relaycommon.ChannelMeta{
+					UpstreamModelName: "gemini-3-flash-preview",
+				},
+			}
+			info.SetEstimatePromptTokens(20)
+
+			// Simulates a client aborting the stream before the final chunk: output was
+			// streamed but the last observed usageMetadata only carries prompt tokens.
+			chunk := dto.GeminiChatResponse{
+				Candidates: []dto.GeminiChatCandidate{
+					{
+						Content: dto.GeminiChatContent{
+							Role:  "model",
+							Parts: []dto.GeminiPart{tc.part},
+						},
 					},
 				},
-			},
-		},
-		UsageMetadata: dto.GeminiUsageMetadata{
-			PromptTokenCount: 151,
-			TotalTokenCount:  151,
-		},
+				UsageMetadata: dto.GeminiUsageMetadata{
+					PromptTokenCount: 151,
+					TotalTokenCount:  151,
+				},
+			}
+
+			chunkData, err := common.Marshal(chunk)
+			require.NoError(t, err)
+
+			streamBody := []byte("data: " + string(chunkData) + "\n" + "data: [DONE]\n")
+			resp := &http.Response{
+				Body: io.NopCloser(bytes.NewReader(streamBody)),
+			}
+
+			usage, newAPIError := geminiStreamHandler(c, info, resp, func(_ string, _ *dto.GeminiChatResponse) bool {
+				return true
+			})
+			require.Nil(t, newAPIError)
+			require.NotNil(t, usage)
+			require.Equal(t, 151, usage.PromptTokens)
+			require.Equal(t, tokenkit.Estimate("gemini-3-flash-preview", tc.usageText), usage.CompletionTokens)
+			require.Greater(t, usage.CompletionTokens, 0)
+			require.Equal(t, usage.PromptTokens+usage.CompletionTokens, usage.TotalTokens)
+			require.NotNil(t, usage.BillingUsage)
+			require.True(t, usage.BillingUsage.Estimated)
+			require.NotNil(t, usage.BillingUsage.GeminiUsageMetadata)
+			require.Equal(t, usage.CompletionTokens, usage.BillingUsage.GeminiUsageMetadata.CandidatesTokenCount)
+		})
 	}
-
-	chunkData, err := common.Marshal(chunk)
-	require.NoError(t, err)
-
-	streamBody := []byte("data: " + string(chunkData) + "\n" + "data: [DONE]\n")
-	resp := &http.Response{
-		Body: io.NopCloser(bytes.NewReader(streamBody)),
-	}
-
-	usage, newAPIError := geminiStreamHandler(c, info, resp, func(_ string, _ *dto.GeminiChatResponse) bool {
-		return true
-	})
-	require.Nil(t, newAPIError)
-	require.NotNil(t, usage)
-	require.Equal(t, 151, usage.PromptTokens)
-	require.Greater(t, usage.CompletionTokens, 0)
-	require.Equal(t, usage.PromptTokens+usage.CompletionTokens, usage.TotalTokens)
-	require.NotNil(t, usage.BillingUsage)
-	require.True(t, usage.BillingUsage.Estimated)
-	require.NotNil(t, usage.BillingUsage.GeminiUsageMetadata)
-	require.Equal(t, usage.CompletionTokens, usage.BillingUsage.GeminiUsageMetadata.CandidatesTokenCount)
 }
 
 func TestGeminiChatHandlerPromptOnlyUsageMetadataEstimatesCompletionTokens(t *testing.T) {
@@ -639,3 +653,104 @@ func TestGeminiStreamHandlerEmptyUsageMetadataBuildsEstimatedBillingUsage(t *tes
 	require.Equal(t, usage.CompletionTokens, usage.BillingUsage.GeminiUsageMetadata.CandidatesTokenCount)
 	require.True(t, common.GetContextKeyBool(c, constant.ContextKeyLocalCountTokens))
 }
+
+// Google Search grounding records the unique trimmed non-empty queries
+// (webSearchQueries and imageSearchQueries of every candidate, across every
+// stream frame) under google_search and one grounded prompt when any query
+// exists; the tool price table decides which of the two a model pays for.
+func TestGeminiHandlersCountGroundingQueries(t *testing.T) {
+	gin.SetMode(gin.TestMode)
+	oldStreamingTimeout := constant.StreamingTimeout
+	constant.StreamingTimeout = 300
+	t.Cleanup(func() {
+		constant.StreamingTimeout = oldStreamingTimeout
+	})
+	const text = `"content":{"role":"model","parts":[{"text":"ok"}]}`
+	grounded := func(queries int) map[string]int {
+		return map[string]int{dto.BuildInToolGoogleSearch: queries, relaycommon.GoogleSearchGroundedPromptTool: 1}
+	}
+
+	tests := []struct {
+		name   string
+		stream bool
+		frames []string
+		want   map[string]int
+	}{
+		{
+			name:   "native non-stream",
+			frames: []string{`{"candidates":[{` + text + `,"groundingMetadata":{"webSearchQueries":["Shanghai weather today","current weather in Shanghai"],"groundingChunks":[{"web":{"uri":"https://a.example"}}]}}]}`},
+			want:   grounded(2),
+		},
+		{
+			name:   "duplicates, whitespace and empty queries",
+			frames: []string{`{"candidates":[{` + text + `,"groundingMetadata":{"webSearchQueries":["go release",""," go release ","   ","tokyo"]}}]}`},
+			want:   grounded(2),
+		},
+		{
+			name:   "union across candidates",
+			frames: []string{`{"candidates":[{"index":0,` + text + `,"groundingMetadata":{"webSearchQueries":["q1","q2"]}},{"index":1,` + text + `,"groundingMetadata":{"webSearchQueries":["q2","q3"]}}]}`},
+			want:   grounded(3),
+		},
+		{
+			name:   "image queries count like web queries",
+			frames: []string{`{"candidates":[{` + text + `,"groundingMetadata":{"webSearchQueries":["cat breeds","orange cat"],"imageSearchQueries":["orange tabby cat photo","orange cat"]}}]}`},
+			want:   grounded(3),
+		},
+		{
+			name:   "only empty queries",
+			frames: []string{`{"candidates":[{` + text + `,"groundingMetadata":{"webSearchQueries":["","  "],"imageSearchQueries":[""]}}]}`},
+			want:   map[string]int{},
+		},
+		{
+			name:   "no grounding metadata",
+			frames: []string{`{"candidates":[{` + text + `,"finishReason":"STOP"}]}`},
+			want:   map[string]int{},
+		},
+		{
+			name:   "stream union across frames",
+			stream: true,
+			frames: []string{
+				`{"candidates":[{` + text + `,"groundingMetadata":{"webSearchQueries":["q1"]}}]}`,
+				`{"candidates":[{` + text + `,"groundingMetadata":{"webSearchQueries":["q2","q1 "]}}]}`,
+				`{"candidates":[{` + text + `,"groundingMetadata":{"webSearchQueries":["q3"]}}]}`,
+			},
+			want: grounded(3),
+		},
+		{
+			name:   "stream repeats are not added up",
+			stream: true,
+			frames: []string{
+				`{"candidates":[{` + text + `,"groundingMetadata":{"webSearchQueries":["q1","q2"]}}]}`,
+				`{"candidates":[{` + text + `,"groundingMetadata":{"webSearchQueries":["q1","q2"]}}]}`,
+			},
+			want: grounded(2),
+		},
+	}
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			c, _ := gin.CreateTestContext(httptest.NewRecorder())
+			c.Request = httptest.NewRequest(http.MethodPost, "/v1beta/models/gemini-3.7-flash:generateContent", nil)
+			info := &relaycommon.RelayInfo{
+				OriginModelName: "gemini-3.7-flash",
+				ChannelMeta:     &relaycommon.ChannelMeta{UpstreamModelName: "gemini-3.7-flash"},
+			}
+			var apiErr *types.NewAPIError
+			if tt.stream {
+				body := "data: " + strings.Join(tt.frames, "\ndata: ") + "\ndata: [DONE]\n"
+				_, apiErr = geminiStreamHandler(c, info, &http.Response{Body: io.NopCloser(strings.NewReader(body))}, func(string, *dto.GeminiChatResponse) bool {
+					return true
+				})
+			} else {
+				_, apiErr = GeminiTextGenerationHandler(c, info, &http.Response{Body: io.NopCloser(strings.NewReader(tt.frames[0]))})
+			}
+			require.Nil(t, apiErr)
+			counts := map[string]int{}
+			if info.ResponsesUsageInfo != nil {
+				for name, tool := range info.ResponsesUsageInfo.BuiltInTools {
+					counts[name] = tool.CallCount
+				}
+			}
+			assert.Equal(t, tt.want, counts)
+		})
+	}
+}
diff --git a/relay/channel/gemini/relay_responses.go b/relay/channel/gemini/relay_responses.go
index 5938cee..f2b2230 100644
--- a/relay/channel/gemini/relay_responses.go
+++ b/relay/channel/gemini/relay_responses.go
@@ -33,7 +33,9 @@ func GeminiResponsesHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *h
 		return nil, types.NewOpenAIError(err, types.ErrorCodeBadResponseBody, http.StatusInternalServerError)
 	}
 	info.ObserveResponseModel(gjson.GetBytes(responseBody, "modelVersion").Str)
-	markGeminiGoogleSearchCall(c, &geminiResponse)
+	var grounding geminiGroundingCounter
+	grounding.observe(&geminiResponse)
+	grounding.commit(info)
 	countGeminiBillableFunctionCalls(info, &geminiResponse)
 	if len(geminiResponse.Candidates) == 0 {
 		usage := buildUsageFromGeminiResponse(c, info, &geminiResponse)
diff --git a/relay/channel/jimeng/sign.go b/relay/channel/jimeng/sign.go
index 7c67531..de76901 100644
--- a/relay/channel/jimeng/sign.go
+++ b/relay/channel/jimeng/sign.go
@@ -15,6 +15,7 @@ import (
 	"strings"
 	"time"
 
+	"github.com/QuantumNous/new-api/common"
 	"github.com/QuantumNous/new-api/logger"
 	"github.com/gin-gonic/gin"
 )
@@ -45,7 +46,7 @@ func SetPayloadHash(c *gin.Context, req any) error {
 	if err != nil {
 		return err
 	}
-	logger.LogInfo(c, fmt.Sprintf("SetPayloadHash body: %s", body))
+	logger.LogInfo(c, common.LogText("SetPayloadHash body: %s", body))
 	payloadHash := sha256.Sum256(body)
 	hexPayloadHash := hex.EncodeToString(payloadHash[:])
 	c.Set(HexPayloadHashKey, hexPayloadHash)
diff --git a/relay/channel/moonshot/adaptor.go b/relay/channel/moonshot/adaptor.go
index 0494864..0284cc4 100644
--- a/relay/channel/moonshot/adaptor.go
+++ b/relay/channel/moonshot/adaptor.go
@@ -69,6 +69,8 @@ func (a *Adaptor) GetRequestURL(info *relaycommon.RelayInfo) (string, error) {
 			return fmt.Sprintf("%s/v1/chat/completions", info.ChannelBaseUrl), nil
 		} else if info.RelayMode == constant.RelayModeCompletions {
 			return fmt.Sprintf("%s/v1/completions", info.ChannelBaseUrl), nil
+		} else if info.RelayMode == constant.RelayModeResponses {
+			return fmt.Sprintf("%s/v1/responses", info.ChannelBaseUrl), nil
 		}
 		return fmt.Sprintf("%s/v1/chat/completions", info.ChannelBaseUrl), nil
 	}
@@ -98,9 +100,11 @@ func isTemperatureOneOnlyModel(model string) bool {
 	return strings.EqualFold(model, "kimi-k2.6")
 }
 
+// ConvertOpenAIResponsesRequest forwards Responses requests natively. Kimi's
+// /v1/responses currently serves kimi-k3 only; other models are rejected by
+// the upstream, not here.
 func (a *Adaptor) ConvertOpenAIResponsesRequest(c *gin.Context, info *relaycommon.RelayInfo, request dto.OpenAIResponsesRequest) (any, error) {
-	// TODO implement me
-	return nil, errors.New("not implemented")
+	return request, nil
 }
 
 func (a *Adaptor) DoRequest(c *gin.Context, info *relaycommon.RelayInfo, requestBody io.Reader) (any, error) {
diff --git a/relay/channel/moonshot/adaptor_test.go b/relay/channel/moonshot/adaptor_test.go
index 2675a92..77b7e36 100644
--- a/relay/channel/moonshot/adaptor_test.go
+++ b/relay/channel/moonshot/adaptor_test.go
@@ -5,7 +5,10 @@ import (
 
 	"github.com/QuantumNous/new-api/common"
 	relaycommon "github.com/QuantumNous/new-api/relay/common"
+	relayconstant "github.com/QuantumNous/new-api/relay/constant"
 	"github.com/QuantumNous/new-api/relaykit/dto"
+	"github.com/QuantumNous/new-api/relaykit/types"
+	"github.com/stretchr/testify/assert"
 	"github.com/stretchr/testify/require"
 )
 
@@ -66,3 +69,25 @@ func TestConvertOpenAIRequestOtherMoonshotModelKeepsTemperature(t *testing.T) {
 	require.NotNil(t, convertedRequest.Temperature)
 	require.Equal(t, 0.7, *convertedRequest.Temperature)
 }
+
+// Kimi serves OpenAI Responses natively (kimi-k3); the body is forwarded
+// unchanged and other models are rejected by the upstream.
+func TestResponsesRequestPassesThroughToV1Responses(t *testing.T) {
+	const body = `{"model":"kimi-k3","input":"Latest Go release?","tools":[{"type":"web_search"}],"stream":false}`
+	info := &relaycommon.RelayInfo{
+		RelayMode:   relayconstant.RelayModeResponses,
+		RelayFormat: types.RelayFormatOpenAIResponses,
+		ChannelMeta: &relaycommon.ChannelMeta{ChannelBaseUrl: "https://api.moonshot.invalid", UpstreamModelName: "kimi-k3"},
+	}
+	url, err := (&Adaptor{}).GetRequestURL(info)
+	require.NoError(t, err)
+	assert.Equal(t, "https://api.moonshot.invalid/v1/responses", url)
+
+	var request dto.OpenAIResponsesRequest
+	require.NoError(t, common.UnmarshalJsonStr(body, &request))
+	converted, err := (&Adaptor{}).ConvertOpenAIResponsesRequest(nil, info, request)
+	require.NoError(t, err)
+	wire, err := common.Marshal(converted)
+	require.NoError(t, err)
+	assert.JSONEq(t, body, string(wire))
+}
diff --git a/relay/channel/ollama/relay-ollama.go b/relay/channel/ollama/relay-ollama.go
index 95643dd..3e56bf7 100644
--- a/relay/channel/ollama/relay-ollama.go
+++ b/relay/channel/ollama/relay-ollama.go
@@ -337,7 +337,7 @@ func FetchOllamaModels(baseURL, apiKey string) ([]OllamaModel, error) {
 	client := &http.Client{}
 	request, err := http.NewRequest("GET", url, nil)
 	if err != nil {
-		return nil, fmt.Errorf("创建请求失败: %v", err)
+		return nil, fmt.Errorf("failed to create request: %v", err)
 	}
 
 	// Ollama 通常不需要 Bearer token，但为了兼容性保留
@@ -347,24 +347,24 @@ func FetchOllamaModels(baseURL, apiKey string) ([]OllamaModel, error) {
 
 	response, err := client.Do(request)
 	if err != nil {
-		return nil, fmt.Errorf("请求失败: %v", err)
+		return nil, fmt.Errorf("request failed: %v", err)
 	}
 	defer response.Body.Close()
 
 	if response.StatusCode != http.StatusOK {
 		body, _ := io.ReadAll(response.Body)
-		return nil, fmt.Errorf("服务器返回错误 %d: %s", response.StatusCode, string(body))
+		return nil, fmt.Errorf("server returned error %d: %s", response.StatusCode, string(body))
 	}
 
 	var tagsResponse OllamaTagsResponse
 	body, err := io.ReadAll(response.Body)
 	if err != nil {
-		return nil, fmt.Errorf("读取响应失败: %v", err)
+		return nil, fmt.Errorf("failed to read response: %v", err)
 	}
 
 	err = common.Unmarshal(body, &tagsResponse)
 	if err != nil {
-		return nil, fmt.Errorf("解析响应失败: %v", err)
+		return nil, fmt.Errorf("failed to parse response: %v", err)
 	}
 
 	return tagsResponse.Models, nil
@@ -381,7 +381,7 @@ func PullOllamaModel(baseURL, apiKey, modelName string) error {
 
 	requestBody, err := common.Marshal(pullRequest)
 	if err != nil {
-		return fmt.Errorf("序列化请求失败: %v", err)
+		return fmt.Errorf("failed to marshal request: %v", err)
 	}
 
 	client := &http.Client{
@@ -389,7 +389,7 @@ func PullOllamaModel(baseURL, apiKey, modelName string) error {
 	}
 	request, err := http.NewRequest("POST", url, strings.NewReader(string(requestBody)))
 	if err != nil {
-		return fmt.Errorf("创建请求失败: %v", err)
+		return fmt.Errorf("failed to create request: %v", err)
 	}
 
 	request.Header.Set("Content-Type", "application/json")
@@ -399,13 +399,13 @@ func PullOllamaModel(baseURL, apiKey, modelName string) error {
 
 	response, err := client.Do(request)
 	if err != nil {
-		return fmt.Errorf("请求失败: %v", err)
+		return fmt.Errorf("request failed: %v", err)
 	}
 	defer response.Body.Close()
 
 	if response.StatusCode != http.StatusOK {
 		body, _ := io.ReadAll(response.Body)
-		return fmt.Errorf("拉取模型失败 %d: %s", response.StatusCode, string(body))
+		return fmt.Errorf("failed to pull model, status %d: %s", response.StatusCode, string(body))
 	}
 
 	return nil
@@ -422,7 +422,7 @@ func PullOllamaModelStream(baseURL, apiKey, modelName string, progressCallback f
 
 	requestBody, err := common.Marshal(pullRequest)
 	if err != nil {
-		return fmt.Errorf("序列化请求失败: %v", err)
+		return fmt.Errorf("failed to marshal request: %v", err)
 	}
 
 	client := &http.Client{
@@ -430,7 +430,7 @@ func PullOllamaModelStream(baseURL, apiKey, modelName string, progressCallback f
 	}
 	request, err := http.NewRequest("POST", url, strings.NewReader(string(requestBody)))
 	if err != nil {
-		return fmt.Errorf("创建请求失败: %v", err)
+		return fmt.Errorf("failed to create request: %v", err)
 	}
 
 	request.Header.Set("Content-Type", "application/json")
@@ -440,13 +440,13 @@ func PullOllamaModelStream(baseURL, apiKey, modelName string, progressCallback f
 
 	response, err := client.Do(request)
 	if err != nil {
-		return fmt.Errorf("请求失败: %v", err)
+		return fmt.Errorf("request failed: %v", err)
 	}
 	defer response.Body.Close()
 
 	if response.StatusCode != http.StatusOK {
 		body, _ := io.ReadAll(response.Body)
-		return fmt.Errorf("拉取模型失败 %d: %s", response.StatusCode, string(body))
+		return fmt.Errorf("failed to pull model, status %d: %s", response.StatusCode, string(body))
 	}
 
 	// 读取流式响应
@@ -469,7 +469,7 @@ func PullOllamaModelStream(baseURL, apiKey, modelName string, progressCallback f
 
 		// 检查是否出现错误或完成
 		if strings.EqualFold(pullResponse.Status, "error") {
-			return fmt.Errorf("拉取模型失败: %s", strings.TrimSpace(line))
+			return fmt.Errorf("failed to pull model: %s", strings.TrimSpace(line))
 		}
 		if strings.EqualFold(pullResponse.Status, "success") {
 			successful = true
@@ -478,11 +478,11 @@ func PullOllamaModelStream(baseURL, apiKey, modelName string, progressCallback f
 	}
 
 	if err := scanner.Err(); err != nil {
-		return fmt.Errorf("读取流式响应失败: %v", err)
+		return fmt.Errorf("failed to read stream response: %v", err)
 	}
 
 	if !successful {
-		return fmt.Errorf("拉取模型未完成: 未收到成功状态")
+		return fmt.Errorf("model pull did not complete: no success status received")
 	}
 
 	return nil
@@ -498,13 +498,13 @@ func DeleteOllamaModel(baseURL, apiKey, modelName string) error {
 
 	requestBody, err := common.Marshal(deleteRequest)
 	if err != nil {
-		return fmt.Errorf("序列化请求失败: %v", err)
+		return fmt.Errorf("failed to marshal request: %v", err)
 	}
 
 	client := &http.Client{}
 	request, err := http.NewRequest("DELETE", url, strings.NewReader(string(requestBody)))
 	if err != nil {
-		return fmt.Errorf("创建请求失败: %v", err)
+		return fmt.Errorf("failed to create request: %v", err)
 	}
 
 	request.Header.Set("Content-Type", "application/json")
@@ -514,13 +514,13 @@ func DeleteOllamaModel(baseURL, apiKey, modelName string) error {
 
 	response, err := client.Do(request)
 	if err != nil {
-		return fmt.Errorf("请求失败: %v", err)
+		return fmt.Errorf("request failed: %v", err)
 	}
 	defer response.Body.Close()
 
 	if response.StatusCode != http.StatusOK {
 		body, _ := io.ReadAll(response.Body)
-		return fmt.Errorf("删除模型失败 %d: %s", response.StatusCode, string(body))
+		return fmt.Errorf("failed to delete model, status %d: %s", response.StatusCode, string(body))
 	}
 
 	return nil
@@ -529,7 +529,7 @@ func DeleteOllamaModel(baseURL, apiKey, modelName string) error {
 func FetchOllamaVersion(baseURL, apiKey string) (string, error) {
 	trimmedBase := strings.TrimRight(baseURL, "/")
 	if trimmedBase == "" {
-		return "", fmt.Errorf("baseURL 为空")
+		return "", fmt.Errorf("baseURL is empty")
 	}
 
 	url := fmt.Sprintf("%s/api/version", trimmedBase)
@@ -537,7 +537,7 @@ func FetchOllamaVersion(baseURL, apiKey string) (string, error) {
 	client := &http.Client{Timeout: 10 * time.Second}
 	request, err := http.NewRequest("GET", url, nil)
 	if err != nil {
-		return "", fmt.Errorf("创建请求失败: %v", err)
+		return "", fmt.Errorf("failed to create request: %v", err)
 	}
 
 	if apiKey != "" {
@@ -546,17 +546,17 @@ func FetchOllamaVersion(baseURL, apiKey string) (string, error) {
 
 	response, err := client.Do(request)
 	if err != nil {
-		return "", fmt.Errorf("请求失败: %v", err)
+		return "", fmt.Errorf("request failed: %v", err)
 	}
 	defer response.Body.Close()
 
 	body, err := io.ReadAll(response.Body)
 	if err != nil {
-		return "", fmt.Errorf("读取响应失败: %v", err)
+		return "", fmt.Errorf("failed to read response: %v", err)
 	}
 
 	if response.StatusCode != http.StatusOK {
-		return "", fmt.Errorf("查询版本失败 %d: %s", response.StatusCode, string(body))
+		return "", fmt.Errorf("failed to query version, status %d: %s", response.StatusCode, string(body))
 	}
 
 	var versionResp struct {
@@ -564,11 +564,11 @@ func FetchOllamaVersion(baseURL, apiKey string) (string, error) {
 	}
 
 	if err := common.Unmarshal(body, &versionResp); err != nil {
-		return "", fmt.Errorf("解析响应失败: %v", err)
+		return "", fmt.Errorf("failed to parse response: %v", err)
 	}
 
 	if versionResp.Version == "" {
-		return "", fmt.Errorf("未返回版本信息")
+		return "", fmt.Errorf("no version information returned")
 	}
 
 	return versionResp.Version, nil
diff --git a/relay/channel/ollama/stream.go b/relay/channel/ollama/stream.go
index 52da997..0755b8b 100644
--- a/relay/channel/ollama/stream.go
+++ b/relay/channel/ollama/stream.go
@@ -166,7 +166,7 @@ func ollamaStreamHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http
 		}
 		var chunk ollamaChatStreamChunk
 		if err := common.Unmarshal([]byte(line), &chunk); err != nil {
-			logger.LogError(c, "ollama stream json decode error: "+err.Error()+" line="+line)
+			logger.LogError(c, common.LogText("ollama stream json decode error: %s line=%s", err.Error(), line))
 			return usage, types.NewOpenAIError(err, types.ErrorCodeBadResponseBody, http.StatusInternalServerError)
 		}
 		if chunk.Model != "" {
@@ -215,7 +215,7 @@ func ollamaStreamHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http
 		break
 	}
 	if err := scanner.Err(); err != nil && err != io.EOF {
-		logger.LogError(c, "ollama stream scan error: "+err.Error())
+		logger.LogError(c, common.LogText("ollama stream scan error: %s", err.Error()))
 	}
 	return usage, nil
 }
diff --git a/relay/channel/openai/adaptor.go b/relay/channel/openai/adaptor.go
index 226d4b3..66e3778 100644
--- a/relay/channel/openai/adaptor.go
+++ b/relay/channel/openai/adaptor.go
@@ -97,6 +97,9 @@ func (a *Adaptor) ConvertClaudeRequest(c *gin.Context, info *relaycommon.RelayIn
 
 func (a *Adaptor) Init(info *relaycommon.RelayInfo) {
 	a.ChannelType = info.ChannelType
+	if info.ChannelType == constant.ChannelTypeAzure && info.RelayMode == relayconstant.RelayModeResponses {
+		info.VendorToolUsage = azureResponsesToolUsage
+	}
 
 	// initialize ThinkingContentInfo when thinking_to_content is enabled
 	if info.ChannelSetting.ThinkingToContent {
diff --git a/relay/channel/openai/audio.go b/relay/channel/openai/audio.go
index f17d918..13b1a33 100644
--- a/relay/channel/openai/audio.go
+++ b/relay/channel/openai/audio.go
@@ -2,7 +2,6 @@ package openai
 
 import (
 	"bytes"
-	"fmt"
 	"io"
 	"math"
 	"net/http"
@@ -59,7 +58,7 @@ func OpenaiTTSHandler(c *gin.Context, resp *http.Response, info *relaycommon.Rel
 		// 读取响应体到缓冲区
 		bodyBytes, err := io.ReadAll(resp.Body)
 		if err != nil {
-			logger.LogError(c, fmt.Sprintf("failed to read TTS response body: %v", err))
+			logger.LogError(c, common.LogText("failed to read TTS response body: %v", err))
 			c.Writer.WriteHeaderNow()
 			return usage
 		}
@@ -68,7 +67,7 @@ func OpenaiTTSHandler(c *gin.Context, resp *http.Response, info *relaycommon.Rel
 		c.Writer.WriteHeaderNow()
 		_, err = c.Writer.Write(bodyBytes)
 		if err != nil {
-			logger.LogError(c, fmt.Sprintf("failed to write TTS response: %v", err))
+			logger.LogError(c, common.LogText("failed to write TTS response: %v", err))
 		}
 
 		// 计算音频时长并更新 usage
@@ -96,7 +95,7 @@ func OpenaiTTSHandler(c *gin.Context, resp *http.Response, info *relaycommon.Rel
 		usage.PromptTokensDetails.TextTokens = usage.PromptTokens
 
 		if durationErr != nil {
-			logger.LogWarn(c, fmt.Sprintf("failed to get audio duration: %v", durationErr))
+			logger.LogWarn(c, common.LogText("failed to get audio duration: %v", durationErr))
 			// 如果无法获取时长，则设置保底的 CompletionTokens，根据body大小计算
 			sizeInKB := float64(len(bodyBytes)) / 1000.0
 			estimatedTokens := int(math.Ceil(sizeInKB)) // 粗略估算每KB约等于1 token
diff --git a/relay/channel/openai/chat_via_responses.go b/relay/channel/openai/chat_via_responses.go
index 2767eb2..34d6dd6 100644
--- a/relay/channel/openai/chat_via_responses.go
+++ b/relay/channel/openai/chat_via_responses.go
@@ -85,7 +85,7 @@ func OaiResponsesToChatBufferedStreamHandler(c *gin.Context, info *relaycommon.R
 
 		var streamResp dto.ResponsesStreamResponse
 		if err := common.UnmarshalJsonStr(data, &streamResp); err != nil {
-			logger.LogError(c, "failed to unmarshal buffered responses stream event: "+err.Error())
+			logger.LogError(c, common.LogText("failed to unmarshal buffered responses stream event: %s", err.Error()))
 			streamErr = types.NewOpenAIError(err, types.ErrorCodeBadResponseBody, http.StatusInternalServerError)
 			break
 		}
@@ -187,11 +187,27 @@ func OaiResponsesToChatStreamHandler(c *gin.Context, info *relaycommon.RelayInfo
 		return nil, types.NewOpenAIError(err, types.ErrorCodeBadResponse, http.StatusInternalServerError)
 	}
 	streamErr := (*types.NewAPIError)(nil)
+	// upstreamFailed records a response.failed / response.error event and
+	// failedUsage the usage it reported, if any.
+	upstreamFailed := false
+	var failedUsage *dto.Usage
 
 	if info.RelayFormat == types.RelayFormatClaude && info.ClaudeConvertInfo == nil {
 		info.ClaudeConvertInfo = &relaycommon.ClaudeConvertInfo{LastMessagesType: relaycommon.LastMessageTypeNone}
 	}
 
+	// writeFailed stops the stream after a failed client write. When the client
+	// went away the upstream already produced output, so the request settles
+	// normally instead of failing; any other write error stays a server error.
+	writeFailed := func(err error) bool {
+		if c.Request.Context().Err() != nil {
+			info.StreamStatus.SetEndReason(relaycommon.StreamEndReasonClientGone, err)
+			return false
+		}
+		streamErr = types.NewOpenAIError(err, types.ErrorCodeBadResponse, http.StatusInternalServerError)
+		return false
+	}
+
 	sendGeminiResponse := func(geminiResponse *dto.GeminiChatResponse) bool {
 		if geminiResponse == nil {
 			return true
@@ -213,8 +229,7 @@ func OaiResponsesToChatStreamHandler(c *gin.Context, info *relaycommon.RelayInfo
 				return true
 			}
 			if err := helper.ObjectData(c, &value); err != nil {
-				streamErr = types.NewOpenAIError(err, types.ErrorCodeBadResponse, http.StatusInternalServerError)
-				return false
+				return writeFailed(err)
 			}
 			return true
 		case *dto.ChatCompletionsStreamResponse:
@@ -222,14 +237,12 @@ func OaiResponsesToChatStreamHandler(c *gin.Context, info *relaycommon.RelayInfo
 				return true
 			}
 			if err := helper.ObjectData(c, value); err != nil {
-				streamErr = types.NewOpenAIError(err, types.ErrorCodeBadResponse, http.StatusInternalServerError)
-				return false
+				return writeFailed(err)
 			}
 			return true
 		case dto.ClaudeResponse:
 			if err := helper.ClaudeData(c, value); err != nil {
-				streamErr = types.NewOpenAIError(err, types.ErrorCodeBadResponse, http.StatusInternalServerError)
-				return false
+				return writeFailed(err)
 			}
 			return true
 		case *dto.ClaudeResponse:
@@ -237,8 +250,7 @@ func OaiResponsesToChatStreamHandler(c *gin.Context, info *relaycommon.RelayInfo
 				return true
 			}
 			if err := helper.ClaudeData(c, *value); err != nil {
-				streamErr = types.NewOpenAIError(err, types.ErrorCodeBadResponse, http.StatusInternalServerError)
-				return false
+				return writeFailed(err)
 			}
 			return true
 		case dto.GeminiChatResponse:
@@ -253,13 +265,13 @@ func OaiResponsesToChatStreamHandler(c *gin.Context, info *relaycommon.RelayInfo
 
 	helper.StreamScannerHandler(c, resp, info, func(data string, sr *helper.StreamResult) {
 		if streamErr != nil {
-			sr.Stop(streamErr)
+			stopStream(sr, streamErr)
 			return
 		}
 
 		var streamResp dto.ResponsesStreamResponse
 		if err := common.UnmarshalJsonStr(data, &streamResp); err != nil {
-			logger.LogError(c, "failed to unmarshal responses stream event: "+err.Error())
+			logger.LogError(c, common.LogText("failed to unmarshal responses stream event: %s", err.Error()))
 			sr.Error(err)
 			return
 		}
@@ -268,34 +280,72 @@ func OaiResponsesToChatStreamHandler(c *gin.Context, info *relaycommon.RelayInfo
 			info.ObserveResponseModel(streamResp.Response.Model)
 		}
 		if streamResp.Type == "response.error" || streamResp.Type == "response.failed" {
+			upstreamFailed = true
 			if streamResp.Response != nil {
+				failedUsage = streamResp.Response.Usage
 				if oaiErr := streamResp.Response.GetOpenAIError(); oaiErr != nil && oaiErr.Type != "" {
 					streamErr = types.WithOpenAIError(*oaiErr, http.StatusInternalServerError)
-					sr.Stop(streamErr)
+					stopStream(sr, streamErr)
 					return
 				}
 			}
 			streamErr = types.NewOpenAIError(fmt.Errorf("responses stream error: %s", streamResp.Type), types.ErrorCodeBadResponse, http.StatusInternalServerError)
-			sr.Stop(streamErr)
+			stopStream(sr, streamErr)
 			return
 		}
 
 		results, err := service.ConvertStreamResponseChunk(c, info, state, &streamResp)
 		if err != nil {
 			streamErr = types.NewOpenAIError(err, types.ErrorCodeBadResponse, http.StatusInternalServerError)
-			sr.Stop(streamErr)
+			stopStream(sr, streamErr)
 			return
 		}
 		for _, result := range results {
 			if !sendStreamResult(result) {
-				sr.Stop(streamErr)
+				stopStream(sr, streamErr)
 				return
 			}
 		}
 	})
 
 	if streamErr != nil {
-		return nil, streamErr
+		if !upstreamFailed || state.UsageText() == "" {
+			return nil, streamErr
+		}
+		// The upstream failed after output reached the client: bill the
+		// delivered output (upstream usage when reported, otherwise the
+		// estimate) and send the client the same error the failed request
+		// path writes. stream_status already records the failure.
+		usage := relayconvert.UsageFromResponsesUsage(failedUsage)
+		if usage.TotalTokens == 0 {
+			usage = state.Usage()
+		}
+		if usage == nil || usage.TotalTokens == 0 {
+			usage = service.ResponseText2Usage(c, state.UsageText(), info.UpstreamModelName, info.GetEstimatePromptTokens())
+		} else if usage.CompletionTokens == 0 || usage.PromptTokens == 0 {
+			// As in the native Responses accumulator, reported usage that
+			// omits the output or the prompt is completed from the estimate of
+			// the delivered output and the prompt.
+			estimate := service.ResponseText2Usage(c, state.UsageText(), info.UpstreamModelName, info.GetEstimatePromptTokens())
+			if usage.CompletionTokens == 0 {
+				usage.CompletionTokens = estimate.CompletionTokens
+			}
+			if usage.PromptTokens == 0 {
+				usage.PromptTokens = estimate.PromptTokens
+			}
+			usage.TotalTokens = usage.PromptTokens + usage.CompletionTokens
+			if usage.BillingUsage != nil {
+				usage.BillingUsage = dto.CloneBillingUsageWithEstimatedCompletion(usage.BillingUsage, usage.CompletionTokens)
+			}
+		}
+		logger.LogError(c, common.LogText("responses stream failed after output was delivered, billing the delivered output: %s", streamErr.Error()))
+		streamErr.SetMessage(common.MessageWithRequestId(streamErr.Error(), c.GetString(common.RequestIdKey)))
+		if info.RelayFormat == types.RelayFormatClaude {
+			c.JSON(streamErr.StatusCode, gin.H{"type": "error", "error": streamErr.ToClaudeError(common.UpstreamAddresses(c)...)})
+		} else {
+			c.JSON(streamErr.StatusCode, gin.H{"error": streamErr.ToOpenAIError(common.UpstreamAddresses(c)...)})
+		}
+		return usage, nil
 	}
 
 	usage := state.Usage()
@@ -303,6 +353,9 @@ func OaiResponsesToChatStreamHandler(c *gin.Context, info *relaycommon.RelayInfo
 		usage = service.ResponseText2Usage(c, state.UsageText(), info.UpstreamModelName, info.GetEstimatePromptTokens())
 		state.SetUsage(usage)
 	}
+	if info.StreamStatus.EndReason == relaycommon.StreamEndReasonClientGone {
+		return usage, nil
+	}
 
 	if info.RelayFormat == types.RelayFormatClaude && info.ClaudeConvertInfo != nil {
 		info.ClaudeConvertInfo.Usage = usage
@@ -313,12 +366,19 @@ func OaiResponsesToChatStreamHandler(c *gin.Context, info *relaycommon.RelayInfo
 	}
 	for _, result := range finalResults {
 		if !sendStreamResult(result) {
-			return nil, streamErr
+			if streamErr != nil {
+				return nil, streamErr
+			}
+			return usage, nil
 		}
 	}
 	if info.RelayFormat == types.RelayFormatOpenAI && info.ShouldIncludeUsage && usage != nil {
 		if err := helper.ObjectData(c, helper.GenerateFinalUsageResponse(responseId, createAt, info.UpstreamModelName, *usage)); err != nil {
-			return nil, types.NewOpenAIError(err, types.ErrorCodeBadResponse, http.StatusInternalServerError)
+			writeFailed(err)
+			if streamErr != nil {
+				return nil, streamErr
+			}
+			return usage, nil
 		}
 	}
 
diff --git a/relay/channel/openai/chat_via_responses_test.go b/relay/channel/openai/chat_via_responses_test.go
index 8384c35..ab1bfee 100644
--- a/relay/channel/openai/chat_via_responses_test.go
+++ b/relay/channel/openai/chat_via_responses_test.go
@@ -11,7 +11,9 @@ import (
 	"github.com/QuantumNous/new-api/constant"
 	relaycommon "github.com/QuantumNous/new-api/relay/common"
 	"github.com/QuantumNous/new-api/relaykit/dto"
+	"github.com/QuantumNous/new-api/relaykit/relayconvert"
 	"github.com/QuantumNous/new-api/relaykit/types"
+	"github.com/QuantumNous/new-api/service"
 	"github.com/gin-gonic/gin"
 	"github.com/stretchr/testify/assert"
 	"github.com/stretchr/testify/require"
@@ -268,6 +270,59 @@ func TestOaiChatToResponsesStreamHandlerConvertsSSEOrderAndUsage(t *testing.T) {
 	)
 }
 
+func TestOaiChatToResponsesStreamHandlerRestoresCodexCustomToolCall(t *testing.T) {
+	oldMode := gin.Mode()
+	gin.SetMode(gin.TestMode)
+	t.Cleanup(func() { gin.SetMode(oldMode) })
+
+	oldTimeout := constant.StreamingTimeout
+	constant.StreamingTimeout = 30
+	t.Cleanup(func() { constant.StreamingTimeout = oldTimeout })
+
+	body := strings.Join([]string{
+		`data: {"id":"chatcmpl_1","object":"chat.completion.chunk","created":1710000000,"model":"gpt-test","choices":[{"index":0,"delta":{"tool_calls":[{"index":0,"id":"call_exec","type":"function","function":{"name":"exec","arguments":"{\"input\":"}}]},"finish_reason":null}]}`,
+		`data: {"id":"chatcmpl_1","object":"chat.completion.chunk","created":1710000000,"model":"gpt-test","choices":[{"index":0,"delta":{"tool_calls":[{"index":0,"function":{"arguments":"\"ls -la\"}"}}]},"finish_reason":null}]}`,
+		`data: {"id":"chatcmpl_1","object":"chat.completion.chunk","created":1710000000,"model":"gpt-test","choices":[{"index":0,"delta":{},"finish_reason":"tool_calls"}]}`,
+		`data: [DONE]`,
+		``,
+	}, "\n")
+
+	c, recorder, resp, info := newResponsesChatTestContext(t, body, true)
+	c.Request = httptest.NewRequest(http.MethodPost, "/v1/responses", nil)
+	tools, marshalErr := common.Marshal([]map[string]any{
+		{"type": "custom", "name": "exec", "description": "Run a shell command", "format": map[string]any{"type": "text"}},
+	})
+	require.NoError(t, marshalErr)
+	converted, convertErr := service.ConvertRequestByID(c, info, relayconvert.ConverterOpenAIResponsesToOpenAIChat, &dto.OpenAIResponsesRequest{
+		Model: "gpt-test",
+		Input: []byte(`"list files"`),
+		Tools: tools,
+	})
+	require.NoError(t, convertErr)
+	chatRequest, ok := converted.Value.(*dto.GeneralOpenAIRequest)
+	require.True(t, ok)
+	require.Len(t, chatRequest.Tools, 1)
+	assert.Equal(t, "function", chatRequest.Tools[0].Type)
+	assert.Equal(t, "exec", chatRequest.Tools[0].Function.Name)
+
+	_, err := OaiChatToResponsesStreamHandler(c, info, resp)
+	require.Nil(t, err)
+
+	got := recorder.Body.String()
+	assert.NotContains(t, got, `event: response.function_call_arguments`)
+	assert.Contains(t, got, `"delta":"ls -la"`)
+	assert.Contains(t, got, `"input":"ls -la"`)
+	requireOrderedSubstrings(t, got,
+		`event: response.output_item.added`,
+		`"type":"custom_tool_call"`,
+		`event: response.custom_tool_call_input.delta`,
+		`event: response.custom_tool_call_input.done`,
+		`event: response.output_item.done`,
+		`event: response.completed`,
+		`"type":"custom_tool_call"`,
+	)
+}
+
 func requireOrderedSubstrings(t *testing.T, s string, parts ...string) {
 	t.Helper()
 
diff --git a/relay/channel/openai/helper.go b/relay/channel/openai/helper.go
index e52014e..3b0fdc8 100644
--- a/relay/channel/openai/helper.go
+++ b/relay/channel/openai/helper.go
@@ -62,7 +62,7 @@ func handleClaudeFormat(c *gin.Context, data string, info *relaycommon.RelayInfo
 func handleGeminiFormat(c *gin.Context, data string, info *relaycommon.RelayInfo) error {
 	var streamResponse dto.ChatCompletionsStreamResponse
 	if err := common.Unmarshal(common.StringToByteSlice(data), &streamResponse); err != nil {
-		logger.LogError(c, "failed to unmarshal stream response: "+err.Error())
+		logger.LogError(c, common.LogText("failed to unmarshal stream response: %s", err.Error()))
 		return err
 	}
 
@@ -111,7 +111,7 @@ func sendGeminiStreamResults(c *gin.Context, results []relayconvert.ResponseResu
 		}
 		data, err := common.Marshal(geminiResponse)
 		if err != nil {
-			logger.LogError(c, "failed to marshal gemini response: "+err.Error())
+			logger.LogError(c, common.LogText("failed to marshal gemini response: %s", err.Error()))
 			return err
 		}
 		c.Render(-1, common.CustomEvent{Data: "data: " + string(data)})
@@ -206,7 +206,7 @@ func HandleFinalResponse(c *gin.Context, info *relaycommon.RelayInfo, lastStream
 	case types.RelayFormatClaude:
 		var streamResponse dto.ChatCompletionsStreamResponse
 		if err := common.Unmarshal(common.StringToByteSlice(lastStreamData), &streamResponse); err != nil {
-			common.SysLog("error unmarshalling stream response: " + err.Error())
+			common.SysLog(common.LogText("error unmarshalling stream response: %s", err.Error()))
 			return
 		}
 
@@ -214,12 +214,12 @@ func HandleFinalResponse(c *gin.Context, info *relaycommon.RelayInfo, lastStream
 
 		result, err := service.ConvertStreamResponse(c, info, types.RelayFormatClaude, &streamResponse)
 		if err != nil {
-			common.SysLog("error converting Claude stream response: " + err.Error())
+			common.SysLog(common.LogText("error converting Claude stream response: %s", err.Error()))
 			return
 		}
 		claudeResponses, ok := result.Value.([]*dto.ClaudeResponse)
 		if !ok {
-			common.SysLog(fmt.Sprintf("expected Claude stream responses, got %T", result.Value))
+			common.SysLog(common.LogText("expected Claude stream responses, got %T", result.Value))
 			return
 		}
 		for _, resp := range claudeResponses {
@@ -230,34 +230,34 @@ func HandleFinalResponse(c *gin.Context, info *relaycommon.RelayInfo, lastStream
 	case types.RelayFormatGemini:
 		var streamResponse dto.ChatCompletionsStreamResponse
 		if err := common.Unmarshal(common.StringToByteSlice(lastStreamData), &streamResponse); err != nil {
-			common.SysLog("error unmarshalling stream response: " + err.Error())
+			common.SysLog(common.LogText("error unmarshalling stream response: %s", err.Error()))
 			return
 		}
 
 		state, err := chatToGeminiStreamState(info, &streamResponse)
 		if err != nil {
-			common.SysLog("error creating Gemini stream state: " + err.Error())
+			common.SysLog(common.LogText("error creating Gemini stream state: %s", err.Error()))
 			return
 		}
 		state.SetUsage(usage)
 
 		results, err := service.ConvertStreamResponseChunk(c, info, state, &streamResponse)
 		if err != nil {
-			common.SysLog("error converting final Gemini stream response: " + err.Error())
+			common.SysLog(common.LogText("error converting final Gemini stream response: %s", err.Error()))
 			return
 		}
 		if err := sendGeminiStreamResults(c, results); err != nil {
-			common.SysLog("error sending final Gemini stream response: " + err.Error())
+			common.SysLog(common.LogText("error sending final Gemini stream response: %s", err.Error()))
 			return
 		}
 
 		results, err = service.FinalizeStreamResponse(c, info, state)
 		if err != nil {
-			common.SysLog("error finalizing Gemini stream response: " + err.Error())
+			common.SysLog(common.LogText("error finalizing Gemini stream response: %s", err.Error()))
 			return
 		}
 		if err := sendGeminiStreamResults(c, results); err != nil {
-			common.SysLog("error sending finalized Gemini stream response: " + err.Error())
+			common.SysLog(common.LogText("error sending finalized Gemini stream response: %s", err.Error()))
 		}
 	}
 }
@@ -266,5 +266,39 @@ func sendResponsesStreamData(c *gin.Context, streamResponse dto.ResponsesStreamR
 	if data == "" {
 		return
 	}
+	if streamResponse.Type == "error" || streamResponse.Type == "response.error" || streamResponse.Type == "response.failed" {
+		// Stream events bypass the controller's HTTP error projection. Keep
+		// diagnostics server-side and emit only protocol fields to the client.
+		var original map[string]any
+		if common.UnmarshalJsonStr(data, &original) != nil {
+			return
+		}
+		diagnostic := map[string]any{"type": streamResponse.Type, "code": original["code"], "message": original["message"], "error": original["error"]}
+		if response, ok := original["response"].(map[string]any); ok {
+			diagnostic["response_error"] = response["error"]
+		}
+		detail, _ := common.Marshal(diagnostic)
+		logger.LogError(c, "upstream Responses stream failure: "+string(detail))
+		message := common.MessageWithRequestId("The model service is temporarily unavailable. Please try again later.", c.GetString(common.RequestIdKey))
+		publicError := map[string]any{"type": "api_error", "code": "model_service_error", "message": message}
+		safe := map[string]any{"type": streamResponse.Type, "code": "model_service_error", "message": message, "error": publicError}
+		if sequence, ok := original["sequence_number"]; ok {
+			safe["sequence_number"] = sequence
+		}
+		if response, ok := original["response"].(map[string]any); ok {
+			publicResponse := map[string]any{"status": "failed", "error": publicError}
+			for _, field := range []string{"id", "object", "created_at", "model", "usage"} {
+				if value, exists := response[field]; exists {
+					publicResponse[field] = value
+				}
+			}
+			safe["response"] = publicResponse
+		}
+		encoded, err := common.Marshal(safe)
+		if err != nil {
+			return
+		}
+		data = string(encoded)
+	}
 	_ = helper.ResponseChunkData(c, streamResponse, data)
 }
diff --git a/relay/channel/openai/relay-openai.go b/relay/channel/openai/relay-openai.go
index 25429fc..a37f84e 100644
--- a/relay/channel/openai/relay-openai.go
+++ b/relay/channel/openai/relay-openai.go
@@ -15,6 +15,7 @@ import (
 	"github.com/QuantumNous/new-api/relaykit/dto"
 	"github.com/QuantumNous/new-api/relaykit/types"
 	"github.com/QuantumNous/new-api/service"
+	"github.com/QuantumNous/new-api/tokenkit"
 
 	"github.com/gin-gonic/gin"
 )
@@ -102,7 +103,7 @@ func sendStreamData(c *gin.Context, info *relaycommon.RelayInfo, data string, fo
 
 func OaiStreamHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http.Response) (*dto.Usage, *types.NewAPIError) {
 	if resp == nil || resp.Body == nil {
-		logger.LogError(c, "invalid response or response body")
+		logger.LogError(c, common.LogText("invalid response or response body"))
 		return nil, types.NewOpenAIError(fmt.Errorf("invalid response"), types.ErrorCodeBadResponse, http.StatusInternalServerError)
 	}
 
@@ -124,7 +125,7 @@ func OaiStreamHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http.Re
 	helper.StreamScannerHandler(c, resp, info, func(data string, sr *helper.StreamResult) {
 		if lastStreamData != "" {
 			if err := HandleStreamFormat(c, info, lastStreamData, info.ChannelSetting.ForceFormat, info.ChannelSetting.ThinkingToContent); err != nil {
-				common.SysLog("error handling stream format: " + err.Error())
+				common.SysLog(common.LogText("error handling stream format: %s", err.Error()))
 				sr.Error(err)
 			}
 		}
@@ -136,7 +137,7 @@ func OaiStreamHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http.Re
 			lastStreamData = data
 			observeStreamChoices(info, data, seenStreamToolCalls, &streamFunctionCallNames)
 			if err := processTokenData(info, data, &responseTextBuilder, &toolCount); err != nil {
-				logger.LogError(c, "error processing stream token data: "+err.Error())
+				logger.LogError(c, common.LogText("error processing stream token data: %s", err.Error()))
 				sr.Error(err)
 			}
 		}
@@ -148,7 +149,7 @@ func OaiStreamHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http.Re
 	shouldSendLastResp := true
 	if err := handleLastResponse(lastStreamData, &responseId, &createAt, &systemFingerprint, &model, &usage,
 		&containStreamUsage, info, &shouldSendLastResp); err != nil {
-		logger.LogError(c, fmt.Sprintf("error handling last response: %s, lastStreamData: [%s]", err.Error(), lastStreamData))
+		logger.LogError(c, common.LogText("error handling last response: %s, lastStreamData: [%s]", err.Error(), lastStreamData))
 	}
 
 	// 部分兼容网关把完整的累计usage附在倒数第二个事件上，随后发送一个空的最后事件。
@@ -268,7 +269,7 @@ func OpenaiHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http.Respo
 		if enterpriseResponse.Success {
 			responseBody = enterpriseResponse.Data
 		} else {
-			logger.LogError(c, fmt.Sprintf("openrouter enterprise response success=false, data: %s", enterpriseResponse.Data))
+			logger.LogError(c, common.LogText("openrouter enterprise response success=false, data: %s", enterpriseResponse.Data))
 			return nil, types.NewOpenAIError(fmt.Errorf("openrouter response success=false"), types.ErrorCodeBadResponseBody, http.StatusInternalServerError)
 		}
 	}
@@ -296,6 +297,7 @@ func OpenaiHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http.Respo
 			info.CountBillableToolCall(dto.BuildInCallFunctionCall, tc.Function.Name)
 		}
 	}
+	info.ApplyVendorToolUsage(responseBody)
 
 	forceFormat := false
 	if info.ChannelSetting.ForceFormat {
@@ -307,7 +309,7 @@ func OpenaiHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http.Respo
 		completionTokens := simpleResponse.Usage.CompletionTokens
 		if completionTokens == 0 {
 			for _, choice := range simpleResponse.Choices {
-				ctkm := service.CountTextToken(choice.Message.StringContent()+choice.Message.GetReasoningContent(), info.UpstreamModelName)
+				ctkm := tokenkit.Count(info.UpstreamModelName, choice.Message.StringContent()+choice.Message.GetReasoningContent())
 				completionTokens += ctkm
 			}
 		}
diff --git a/relay/channel/openai/relay_image.go b/relay/channel/openai/relay_image.go
index d17ab08..3ef47c8 100644
--- a/relay/channel/openai/relay_image.go
+++ b/relay/channel/openai/relay_image.go
@@ -122,7 +122,7 @@ func normalizeOpenAIUsage(usage *dto.Usage) {
 
 func OpenaiImageStreamHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http.Response) (*dto.Usage, *types.NewAPIError) {
 	if resp == nil || resp.Body == nil {
-		logger.LogError(c, "invalid image stream response")
+		logger.LogError(c, common.LogText("invalid image stream response"))
 		return nil, types.NewOpenAIError(fmt.Errorf("invalid response"), types.ErrorCodeBadResponse, http.StatusInternalServerError)
 	}
 
diff --git a/relay/channel/openai/relay_realtime.go b/relay/channel/openai/relay_realtime.go
index bea9778..c727d01 100644
--- a/relay/channel/openai/relay_realtime.go
+++ b/relay/channel/openai/relay_realtime.go
@@ -75,7 +75,7 @@ func OpenaiRealtimeHandler(c *gin.Context, info *relaycommon.RelayInfo) (*types.
 					errChan <- fmt.Errorf("error counting text token: %v", err)
 					return
 				}
-				logger.LogInfo(c, fmt.Sprintf("type: %s, textToken: %d, audioToken: %d", realtimeEvent.Type, textToken, audioToken))
+				logger.LogInfo(c, common.LogText("type: %s, textToken: %d, audioToken: %d", realtimeEvent.Type, textToken, audioToken))
 				localUsage.TotalTokens += textToken + audioToken
 				localUsage.InputTokens += textToken + audioToken
 				localUsage.InputTokenDetails.TextTokens += textToken
@@ -148,7 +148,7 @@ func OpenaiRealtimeHandler(c *gin.Context, info *relaycommon.RelayInfo) (*types.
 							errChan <- fmt.Errorf("error counting text token: %v", err)
 							return
 						}
-						logger.LogInfo(c, fmt.Sprintf("type: %s, textToken: %d, audioToken: %d", realtimeEvent.Type, textToken, audioToken))
+						logger.LogInfo(c, common.LogText("type: %s, textToken: %d, audioToken: %d", realtimeEvent.Type, textToken, audioToken))
 						localUsage.TotalTokens += textToken + audioToken
 						info.IsFirstRequest = false
 						localUsage.InputTokens += textToken + audioToken
@@ -163,9 +163,9 @@ func OpenaiRealtimeHandler(c *gin.Context, info *relaycommon.RelayInfo) (*types.
 						localUsage = &dto.RealtimeUsage{}
 						// print now usage
 					}
-					logger.LogInfo(c, fmt.Sprintf("realtime streaming sumUsage: %v", sumUsage))
-					logger.LogInfo(c, fmt.Sprintf("realtime streaming localUsage: %v", localUsage))
-					logger.LogInfo(c, fmt.Sprintf("realtime streaming localUsage: %v", localUsage))
+					logger.LogInfo(c, common.LogText("realtime streaming sumUsage: %v", sumUsage))
+					logger.LogInfo(c, common.LogText("realtime streaming localUsage: %v", localUsage))
+					logger.LogInfo(c, common.LogText("realtime streaming localUsage: %v", localUsage))
 
 				} else if realtimeEvent.Type == dto.RealtimeEventTypeSessionUpdated || realtimeEvent.Type == dto.RealtimeEventTypeSessionCreated {
 					realtimeSession := realtimeEvent.Session
@@ -180,7 +180,7 @@ func OpenaiRealtimeHandler(c *gin.Context, info *relaycommon.RelayInfo) (*types.
 						errChan <- fmt.Errorf("error counting text token: %v", err)
 						return
 					}
-					logger.LogInfo(c, fmt.Sprintf("type: %s, textToken: %d, audioToken: %d", realtimeEvent.Type, textToken, audioToken))
+					logger.LogInfo(c, common.LogText("type: %s, textToken: %d, audioToken: %d", realtimeEvent.Type, textToken, audioToken))
 					localUsage.TotalTokens += textToken + audioToken
 					localUsage.OutputTokens += textToken + audioToken
 					localUsage.OutputTokenDetails.TextTokens += textToken
@@ -206,7 +206,7 @@ func OpenaiRealtimeHandler(c *gin.Context, info *relaycommon.RelayInfo) (*types.
 	case <-targetClosed:
 	case err := <-errChan:
 		//return service.OpenAIErrorWrapper(err, "realtime_error", http.StatusInternalServerError), nil
-		logger.LogError(c, "realtime error: "+err.Error())
+		logger.LogError(c, common.LogText("realtime error: %s", err.Error()))
 	case <-c.Done():
 	}
 
diff --git a/relay/channel/openai/relay_responses.go b/relay/channel/openai/relay_responses.go
index c2d7ac8..fdbd9a5 100644
--- a/relay/channel/openai/relay_responses.go
+++ b/relay/channel/openai/relay_responses.go
@@ -73,13 +73,11 @@ func OaiResponsesHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http
 			info.CountBillableToolCall(dto.BuildInCallFunctionCall, output.Name)
 		}
 	}
+	info.ApplyVendorToolUsage(responseBody)
 
 	imageCounter := &relaycommon.ImageGenerationCallCounter{}
-	if !relaycommon.IsNonBillableResponsesStatus(responsesResponse.Status) {
-		for i := range responsesResponse.Output {
-			idx := i
-			imageCounter.Observe(&responsesResponse.Output[i], &idx)
-		}
+	for i := range responsesResponse.Output {
+		imageCounter.Observe(&responsesResponse.Output[i], &i)
 	}
 	imageCounter.Commit(info)
 
@@ -140,7 +138,7 @@ func readBufferedResponsesSSE(body io.Reader) ([]byte, error) {
 
 func OaiResponsesStreamHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http.Response) (*dto.Usage, *types.NewAPIError) {
 	if resp == nil || resp.Body == nil {
-		logger.LogError(c, "invalid response or response body")
+		logger.LogError(c, common.LogText("invalid response or response body"))
 		return nil, types.NewError(fmt.Errorf("invalid response"), types.ErrorCodeBadResponse)
 	}
 
@@ -153,7 +151,7 @@ func OaiResponsesStreamHandler(c *gin.Context, info *relaycommon.RelayInfo, resp
 		// 检查当前数据是否包含 completed 状态和 usage 信息
 		var streamResponse dto.ResponsesStreamResponse
 		if err := common.UnmarshalJsonStr(data, &streamResponse); err != nil {
-			logger.LogError(c, "failed to unmarshal stream response: "+err.Error())
+			logger.LogError(c, common.LogText("failed to unmarshal stream response: %s", err.Error()))
 			sr.Error(err)
 			return
 		}
@@ -161,7 +159,7 @@ func OaiResponsesStreamHandler(c *gin.Context, info *relaycommon.RelayInfo, resp
 			data = string(rewriteSGLangResponsesCreatedAt(info, []byte(data), "response.created_at", streamResponse.Response.CreatedAt))
 		}
 		sendResponsesStreamData(c, streamResponse, data)
-		accumulator.Observe(&streamResponse)
+		accumulator.Observe(&streamResponse, common.StringToByteSlice(data))
 	})
 
 	common.SetContextKey(c, constant.ContextKeyResponseStreamStatus, info.StreamStatus)
diff --git a/relay/channel/openai/relay_responses_billing_test.go b/relay/channel/openai/relay_responses_billing_test.go
index ba4d2ae..335b9d5 100644
--- a/relay/channel/openai/relay_responses_billing_test.go
+++ b/relay/channel/openai/relay_responses_billing_test.go
@@ -5,13 +5,16 @@ import (
 	"io"
 	"net/http"
 	"net/http/httptest"
+	"slices"
 	"strings"
 	"testing"
 
 	"github.com/QuantumNous/new-api/common"
 	"github.com/QuantumNous/new-api/constant"
 	relaycommon "github.com/QuantumNous/new-api/relay/common"
+	relayconstant "github.com/QuantumNous/new-api/relay/constant"
 	"github.com/QuantumNous/new-api/relaykit/dto"
+	"github.com/QuantumNous/new-api/relaykit/types"
 	"github.com/QuantumNous/new-api/setting/operation_setting"
 	"github.com/gin-gonic/gin"
 	"github.com/stretchr/testify/assert"
@@ -193,7 +196,7 @@ func TestOaiResponsesHandlerCountsCompletedImageGenerationOutputs(t *testing.T)
 	assert.False(t, c.GetBool("image_generation_call"))
 }
 
-func TestOaiResponsesHandlerIncompleteStatusCommitsZeroImageGeneration(t *testing.T) {
+func TestOaiResponsesHandlerCountsImageGenerationOnIncompleteStatus(t *testing.T) {
 	gin.SetMode(gin.TestMode)
 
 	body, err := common.Marshal(dto.OpenAIResponsesResponse{
@@ -229,7 +232,7 @@ func TestOaiResponsesHandlerIncompleteStatusCommitsZeroImageGeneration(t *testin
 
 	_, apiErr := OaiResponsesHandler(c, info, resp)
 	require.Nil(t, apiErr)
-	assert.Equal(t, 0, info.ResponsesUsageInfo.BuiltInTools[dto.BuildInToolImageGeneration].CallCount)
+	assert.Equal(t, 1, info.ResponsesUsageInfo.BuiltInTools[dto.BuildInToolImageGeneration].CallCount)
 }
 
 func runResponsesImageBillingStream(t *testing.T, events ...string) *relaycommon.RelayInfo {
@@ -284,14 +287,14 @@ func TestOaiResponsesStreamHandlerDeduplicatesCompletedImageOutput(t *testing.T)
 	assert.Equal(t, 1, info.ResponsesUsageInfo.BuiltInTools[dto.BuildInToolImageGeneration].CallCount)
 }
 
-func TestOaiResponsesStreamHandlerDiscardsImageOutputOnIncomplete(t *testing.T) {
+func TestOaiResponsesStreamHandlerCountsImageOutputOnIncomplete(t *testing.T) {
 	info := runResponsesImageBillingStream(
 		t,
 		`{"type":"response.output_item.done","output_index":0,"item":{"type":"image_generation_call","id":"img_1","status":"completed","result":"base64-a"}}`,
 		`{"type":"response.incomplete","response":{"status":"incomplete"}}`,
 	)
 
-	assert.Equal(t, 0, info.ResponsesUsageInfo.BuiltInTools[dto.BuildInToolImageGeneration].CallCount)
+	assert.Equal(t, 1, info.ResponsesUsageInfo.BuiltInTools[dto.BuildInToolImageGeneration].CallCount)
 }
 
 func TestOaiResponsesStreamHandlerDoesNotCountPartialImageEvent(t *testing.T) {
@@ -392,3 +395,139 @@ func TestOaiResponsesStreamHandlerKeepsNonSGLangCreatedAt(t *testing.T) {
 	require.Nil(t, apiErr)
 	assert.Contains(t, w.Body.String(), `1786588600.0`)
 }
+
+func TestResponsesStreamFailureHidesRoutingDetails(t *testing.T) {
+	for _, eventType := range []string{"error", "response.error", "response.failed"} {
+		t.Run(eventType, func(t *testing.T) {
+			secret := "智能路由流式响应中途失败。原因：个人池商家在流式响应开始后中断。 request_id: upstream-private-id"
+			original := map[string]any{"type": eventType, "sequence_number": 3, "code": "vendor_stream_error", "message": secret, "debug": secret, "error": map[string]any{"message": secret}, "response": map[string]any{"id": "resp_test", "status": "failed", "error": map[string]any{"type": "vendor_error", "code": "vendor_stream_error", "message": secret}, "usage": map[string]any{"input_tokens": 10, "output_tokens": 2}, "debug": secret}}
+			encoded, err := common.Marshal(original)
+			require.NoError(t, err)
+			var event dto.ResponsesStreamResponse
+			require.NoError(t, common.Unmarshal(encoded, &event))
+			w := httptest.NewRecorder()
+			c, _ := gin.CreateTestContext(w)
+			c.Request = httptest.NewRequest(http.MethodPost, "/v1/responses", nil)
+			c.Set(common.RequestIdKey, "local-request-id")
+			sendResponsesStreamData(c, event, string(encoded))
+			body := w.Body.String()
+			assert.Contains(t, body, "event: "+eventType)
+			assert.Contains(t, body, "model_service_error")
+			assert.Contains(t, body, "local-request-id")
+			assert.Contains(t, body, `"status":"failed"`)
+			assert.Contains(t, body, `"input_tokens":10`)
+			for _, detail := range []string{"个人池", "智能路由", "upstream-private-id", "vendor_stream_error", "debug"} {
+				assert.NotContains(t, body, detail)
+			}
+			// Projection must not change the event used for outcome and billing.
+			require.NotNil(t, event.Response)
+			assert.Equal(t, "vendor_stream_error", event.Response.GetOpenAIError().Code)
+		})
+	}
+}
+
+func TestResponsesSuccessfulStreamDataUnchanged(t *testing.T) {
+	body := `{"type":"response.output_text.delta","delta":"个人池 is user content"}`
+	var event dto.ResponsesStreamResponse
+	require.NoError(t, common.UnmarshalJsonStr(body, &event))
+	w := httptest.NewRecorder()
+	c, _ := gin.CreateTestContext(w)
+	c.Request = httptest.NewRequest(http.MethodPost, "/v1/responses", nil)
+	sendResponsesStreamData(c, event, body)
+	assert.Contains(t, w.Body.String(), body)
+}
+
+// A converted hosted web search reaches Azure and Xinference Chat Completions
+// as web_search_options, like OpenAI; the upstream decides whether it applies.
+// Azure Responses bills web search by tool_usage.web_search.num_requests (Bing
+// transactions) under bing_web_search, and the explicit zeros silence the
+// web_search_call items, which leaves one surcharge row.
+func TestAzureHostedWebSearch(t *testing.T) {
+	gin.SetMode(gin.TestMode)
+	oldTimeout := constant.StreamingTimeout
+	constant.StreamingTimeout = 30
+	t.Cleanup(func() {
+		constant.StreamingTimeout = oldTimeout
+	})
+
+	t.Run("Claude to Chat", func(t *testing.T) {
+		const body = `{"model":"gpt-5.1","max_tokens":64,"messages":[{"role":"user","content":"Weather?"}],"tools":[{"type":"web_search_20250305","name":"web_search"}]}`
+		for _, channelType := range []int{constant.ChannelTypeAzure, constant.ChannelTypeXinference, constant.ChannelTypeOpenAI} {
+			c, _ := gin.CreateTestContext(httptest.NewRecorder())
+			info := &relaycommon.RelayInfo{
+				RelayFormat: types.RelayFormatClaude,
+				ChannelMeta: &relaycommon.ChannelMeta{ChannelType: channelType, UpstreamModelName: "gpt-5.1"},
+			}
+			adaptor := &Adaptor{}
+			adaptor.Init(info)
+			var request dto.ClaudeRequest
+			require.NoError(t, common.UnmarshalJsonStr(body, &request))
+			converted, err := adaptor.ConvertClaudeRequest(c, info, &request)
+			require.NoError(t, err)
+			wire, err := common.Marshal(converted)
+			require.NoError(t, err)
+			assert.True(t, strings.Contains(string(wire), `"web_search_options"`), channelType)
+			var codes []string
+			for _, diagnostic := range info.ConversionDiagnostics() {
+				codes = append(codes, diagnostic.Code)
+			}
+			assert.False(t, slices.Contains(codes, "hosted_web_search_omitted"), channelType)
+		}
+	})
+
+	const searchCall = `{"type":"web_search_call","status":"completed","action":{"type":"search","query":"go"}}`
+	const usage = `"usage":{"input_tokens":10,"output_tokens":3,"total_tokens":13},"tool_usage":{"web_search":{"num_requests":5}}`
+	output := strings.Repeat(searchCall+",", 3) + `{"type":"message","role":"assistant","content":[{"type":"output_text","text":"Go 1.25"}]}`
+	tests := []struct {
+		name        string
+		contentType string
+		body        string
+	}{
+		{
+			name:        "json",
+			contentType: "application/json",
+			body:        `{"id":"resp_1","object":"response","model":"gpt-5.1","status":"completed","output":[` + output + `],` + usage + `}`,
+		},
+		{
+			name:        "stream",
+			contentType: "text/event-stream",
+			body: strings.Repeat(`data: {"type":"response.output_item.done","output_index":0,"item":`+searchCall+"}\n\n", 3) +
+				`data: {"type":"response.completed","response":{"id":"resp_1","object":"response","model":"gpt-5.1","status":"completed","output":[` + output + `],` + usage + "}}\n\ndata: [DONE]\n\n",
+		},
+	}
+	for _, tt := range tests {
+		t.Run("Responses "+tt.name, func(t *testing.T) {
+			c, _ := gin.CreateTestContext(httptest.NewRecorder())
+			c.Request = httptest.NewRequest(http.MethodPost, "/v1/responses", nil)
+			info := &relaycommon.RelayInfo{
+				RelayMode:       relayconstant.RelayModeResponses,
+				RelayFormat:     types.RelayFormatOpenAIResponses,
+				OriginModelName: "gpt-5.1",
+				IsStream:        tt.name == "stream",
+				DisablePing:     true,
+				ChannelMeta:     &relaycommon.ChannelMeta{ChannelType: constant.ChannelTypeAzure, UpstreamModelName: "gpt-5.1"},
+			}
+			adaptor := &Adaptor{}
+			adaptor.Init(info)
+			resp := &http.Response{
+				StatusCode: http.StatusOK,
+				Body:       io.NopCloser(strings.NewReader(tt.body)),
+				Header:     http.Header{"Content-Type": []string{tt.contentType}},
+			}
+			var apiErr *types.NewAPIError
+			if info.IsStream {
+				_, apiErr = OaiResponsesStreamHandler(c, info, resp)
+			} else {
+				_, apiErr = OaiResponsesHandler(c, info, resp)
+			}
+			require.Nil(t, apiErr)
+			billed := map[string]int{}
+			for name, tool := range info.ResponsesUsageInfo.BuiltInTools {
+				if tool.CallCount > 0 {
+					billed[name] = tool.CallCount
+				}
+			}
+			assert.Equal(t, map[string]int{"bing_web_search": 5}, billed)
+		})
+	}
+}
diff --git a/relay/channel/openai/responses_via_chat.go b/relay/channel/openai/responses_via_chat.go
index 900d457..045f4a9 100644
--- a/relay/channel/openai/responses_via_chat.go
+++ b/relay/channel/openai/responses_via_chat.go
@@ -79,6 +79,9 @@ func OaiChatToResponsesStreamHandler(c *gin.Context, info *relaycommon.RelayInfo
 		return nil, types.NewOpenAIError(err, types.ErrorCodeBadResponse, http.StatusInternalServerError)
 	}
 	streamErr := (*types.NewAPIError)(nil)
+	// upstreamFailure is the upstream or conversion failure the client was
+	// told about with response.failed.
+	var upstreamFailure *types.NewAPIError
 
 	sendEvent := func(event relayconvert.ChatToResponsesStreamEvent) bool {
 		data, err := common.Marshal(event.Payload)
@@ -87,6 +90,13 @@ func OaiChatToResponsesStreamHandler(c *gin.Context, info *relaycommon.RelayInfo
 			return false
 		}
 		if err := helper.ResponseChunkData(c, dto.ResponsesStreamResponse{Type: event.Type}, string(data)); err != nil {
+			// When the client went away the upstream already produced output,
+			// so the stream stops and settles normally instead of failing; any
+			// other write error stays a server error.
+			if c.Request.Context().Err() != nil {
+				info.StreamStatus.SetEndReason(relaycommon.StreamEndReasonClientGone, err)
+				return false
+			}
 			streamErr = types.NewOpenAIError(err, types.ErrorCodeBadResponse, http.StatusInternalServerError)
 			return false
 		}
@@ -112,7 +122,7 @@ func OaiChatToResponsesStreamHandler(c *gin.Context, info *relaycommon.RelayInfo
 
 	helper.StreamScannerHandler(c, resp, info, func(data string, sr *helper.StreamResult) {
 		if streamErr != nil {
-			sr.Stop(streamErr)
+			stopStream(sr, streamErr)
 			return
 		}
 
@@ -120,24 +130,28 @@ func OaiChatToResponsesStreamHandler(c *gin.Context, info *relaycommon.RelayInfo
 		if err := common.UnmarshalJsonStr(data, &errorResp); err == nil {
 			if oaiError := errorResp.GetOpenAIError(); oaiError != nil && oaiError.Type != "" {
 				if failResponsesStream(fmt.Errorf("%s", oaiError.Message)) {
-					sr.Stop(streamErr)
+					// The client got response.failed, so the request is never
+					// retried; the recorded error keeps the stream failed.
+					upstreamFailure = types.WithOpenAIError(*oaiError, http.StatusInternalServerError, types.ErrOptionWithSkipRetry())
+					sr.Stop(upstreamFailure)
 					return
 				}
 				streamErr = types.WithOpenAIError(*oaiError, resp.StatusCode)
-				sr.Stop(streamErr)
+				stopStream(sr, streamErr)
 				return
 			}
 		}
 
 		var chunk dto.ChatCompletionsStreamResponse
 		if err := common.UnmarshalJsonStr(data, &chunk); err != nil {
-			logger.LogError(c, "failed to unmarshal chat stream response: "+err.Error())
+			logger.LogError(c, common.LogText("failed to unmarshal chat stream response: %s", err.Error()))
 			if failResponsesStream(err) {
-				sr.Stop(streamErr)
+				upstreamFailure = types.NewOpenAIError(err, types.ErrorCodeBadResponseBody, http.StatusInternalServerError, types.ErrOptionWithSkipRetry())
+				sr.Stop(upstreamFailure)
 				return
 			}
 			streamErr = types.NewOpenAIError(err, types.ErrorCodeBadResponseBody, http.StatusInternalServerError)
-			sr.Stop(streamErr)
+			stopStream(sr, streamErr)
 			return
 		}
 
@@ -145,22 +159,23 @@ func OaiChatToResponsesStreamHandler(c *gin.Context, info *relaycommon.RelayInfo
 		results, err := service.ConvertStreamResponseChunk(c, info, state, &chunk)
 		if err != nil {
 			if failResponsesStream(err) {
-				sr.Stop(streamErr)
+				upstreamFailure = types.NewOpenAIError(err, types.ErrorCodeBadResponse, http.StatusInternalServerError, types.ErrOptionWithSkipRetry())
+				sr.Stop(upstreamFailure)
 				return
 			}
 			streamErr = types.NewOpenAIError(err, types.ErrorCodeBadResponse, http.StatusInternalServerError)
-			sr.Stop(streamErr)
+			stopStream(sr, streamErr)
 			return
 		}
 		for _, result := range results {
 			event, ok := result.Value.(relayconvert.ChatToResponsesStreamEvent)
 			if !ok {
 				streamErr = types.NewOpenAIError(fmt.Errorf("expected OAI responses stream event, got %T", result.Value), types.ErrorCodeBadResponse, http.StatusInternalServerError)
-				sr.Stop(streamErr)
+				stopStream(sr, streamErr)
 				return
 			}
 			if !sendEvent(event) {
-				sr.Stop(streamErr)
+				stopStream(sr, streamErr)
 				return
 			}
 		}
@@ -171,10 +186,19 @@ func OaiChatToResponsesStreamHandler(c *gin.Context, info *relaycommon.RelayInfo
 	}
 
 	usage := state.Usage()
-	if usage == nil || usage.TotalTokens == 0 {
+	noUpstreamUsage := usage == nil || usage.TotalTokens == 0
+	if upstreamFailure != nil && noUpstreamUsage && state.UsageText() == "" {
+		// The stream failed before any output reached the client, which
+		// already received response.failed: the request is not charged.
+		return nil, upstreamFailure
+	}
+	if noUpstreamUsage {
 		usage = service.ResponseText2Usage(c, state.UsageText(), info.UpstreamModelName, info.GetEstimatePromptTokens())
 		state.SetUsage(usage)
 	}
+	if info.StreamStatus.EndReason == relaycommon.StreamEndReasonClientGone {
+		return usage, nil
+	}
 
 	finalResults, err := service.FinalizeStreamResponse(c, info, state)
 	if err != nil {
@@ -189,9 +213,24 @@ func OaiChatToResponsesStreamHandler(c *gin.Context, info *relaycommon.RelayInfo
 			return nil, types.NewOpenAIError(fmt.Errorf("expected OAI responses stream event, got %T", result.Value), types.ErrorCodeBadResponse, http.StatusInternalServerError)
 		}
 		if !sendEvent(event) {
-			return nil, streamErr
+			if streamErr != nil {
+				return nil, streamErr
+			}
+			return usage, nil
 		}
 	}
 
 	return usage, nil
 }
+
+// stopStream ends a converted stream from the scanner callback. A nil
+// streamErr (the stream stops because the client went away) must reach
+// StreamResult.Stop as an untyped nil; a typed nil *NewAPIError is a non-nil
+// error that StreamResult would record as a failure and dereference.
+func stopStream(sr *helper.StreamResult, streamErr *types.NewAPIError) {
+	if streamErr == nil {
+		sr.Stop(nil)
+		return
+	}
+	sr.Stop(streamErr)
+}
diff --git a/relay/channel/openai/web_search.go b/relay/channel/openai/web_search.go
new file mode 100644
index 0000000..3b32359
--- /dev/null
+++ b/relay/channel/openai/web_search.go
@@ -0,0 +1,29 @@
+package openai
+
+import (
+	"github.com/QuantumNous/new-api/relaykit/dto"
+
+	"github.com/tidwall/gjson"
+)
+
+// azureResponsesToolUsage bills Azure Responses web search by the Bing request
+// count the service reports (tool_usage.web_search.num_requests, $14 per 1,000
+// transactions) under its own key, and silences the web_search_call items:
+// Azure documents "Use tool_usage.web_search.num_requests" rather than
+// counting web_search_call. gjson truncates fractional values and reads
+// non-numbers as zero; SetBillableToolCount ignores negatives and settlement
+// applies MaxBillableToolCallCount.
+func azureResponsesToolUsage(raw []byte) map[string]int {
+	count := gjson.GetBytes(raw, "tool_usage.web_search.num_requests")
+	if !count.Exists() {
+		count = gjson.GetBytes(raw, "response.tool_usage.web_search.num_requests")
+	}
+	if !count.Exists() {
+		return nil
+	}
+	return map[string]int{
+		"bing_web_search":               int(count.Int()),
+		dto.BuildInToolWebSearch:        0,
+		dto.BuildInToolWebSearchPreview: 0,
+	}
+}
diff --git a/relay/channel/palm/relay-palm.go b/relay/channel/palm/relay-palm.go
index 89ac14c..a110de8 100644
--- a/relay/channel/palm/relay-palm.go
+++ b/relay/channel/palm/relay-palm.go
@@ -59,7 +59,7 @@ func palmStreamHandler(c *gin.Context, resp *http.Response) (*types.NewAPIError,
 	go func() {
 		responseBody, err := io.ReadAll(resp.Body)
 		if err != nil {
-			common.SysLog("error reading stream response: " + err.Error())
+			common.SysLog(common.LogText("error reading stream response: %s", err.Error()))
 			stopChan <- true
 			return
 		}
@@ -67,7 +67,7 @@ func palmStreamHandler(c *gin.Context, resp *http.Response) (*types.NewAPIError,
 		var palmResponse PaLMChatResponse
 		err = json.Unmarshal(responseBody, &palmResponse)
 		if err != nil {
-			common.SysLog("error unmarshalling stream response: " + err.Error())
+			common.SysLog(common.LogText("error unmarshalling stream response: %s", err.Error()))
 			stopChan <- true
 			return
 		}
@@ -79,7 +79,7 @@ func palmStreamHandler(c *gin.Context, resp *http.Response) (*types.NewAPIError,
 		}
 		jsonResponse, err := json.Marshal(fullTextResponse)
 		if err != nil {
-			common.SysLog("error marshalling stream response: " + err.Error())
+			common.SysLog(common.LogText("error marshalling stream response: %s", err.Error()))
 			stopChan <- true
 			return
 		}
diff --git a/relay/channel/task/jsplugin/adaptor.go b/relay/channel/task/jsplugin/adaptor.go
index 81bfe70..3274077 100644
--- a/relay/channel/task/jsplugin/adaptor.go
+++ b/relay/channel/task/jsplugin/adaptor.go
@@ -2,9 +2,10 @@ package jsplugin
 
 import (
 	"bytes"
-	"cmp"
 	"context"
 	"encoding/base64"
+	"encoding/json"
+	"errors"
 	"fmt"
 	"io"
 	"maps"
@@ -14,6 +15,7 @@ import (
 	"net/http"
 	"net/textproto"
 	"net/url"
+	"reflect"
 	"regexp"
 	"slices"
 	"strconv"
@@ -46,6 +48,26 @@ type requestDescriptor struct {
 	RewriteModel   string            `json:"rewriteModel"`
 	BodyType       string            `json:"bodyType"`
 	Parts          []requestPart     `json:"parts"`
+	// BodyText is the body as JSON.stringify wrote it, for a plugin that
+	// preserves JSON order: the upstream gets the members in that order.
+	BodyText json.RawMessage `json:"-"`
+}
+
+// orderedRequestDescriptor is requestDescriptor as a plugin that preserves
+// JSON order returns it: decoded from the JSON.stringify text of the result,
+// with the body kept as that text.
+type orderedRequestDescriptor struct {
+	ResponseType   string            `json:"responseType"`
+	URL            string            `json:"url"`
+	Method         string            `json:"method"`
+	Headers        map[string]string `json:"headers"`
+	Body           json.RawMessage   `json:"body"`
+	Credentialless bool              `json:"credentialless"`
+	Action         string            `json:"action"`
+	Model          string            `json:"model"`
+	RewriteModel   string            `json:"rewriteModel"`
+	BodyType       string            `json:"bodyType"`
+	Parts          []requestPart     `json:"parts"`
 }
 
 type requestPart struct {
@@ -88,6 +110,12 @@ type TaskAdaptor struct {
 	routeRequest   *pluginruntime.RouteRequestContext
 	requestHeaders map[string]string
 	files          []map[string]any
+	// hookRequestBody is hookRequestSource as hooks receive it.
+	hookRequestSource map[string]any
+	hookRequestBody   any
+	// requestBodyText is the decoded requestBody as JSON text, which hooks
+	// of a plugin that preserves JSON order receive instead.
+	requestBodyText json.RawMessage
 }
 
 func New(plugin *pluginruntime.LoadedPlugin) *TaskAdaptor { return &TaskAdaptor{plugin: plugin} }
@@ -98,7 +126,10 @@ func (a *TaskAdaptor) ValidateRequestAndSetAction(c *gin.Context, info *relaycom
 		if pinned, ok := pinnedValue.(pluginruntime.PinnedEndpoint); ok && pinned.Plugin == a.plugin {
 			if protocolValue, present := c.Get(pluginruntime.ContextKeyProtocolRequest); present {
 				if protocolContext, valid := protocolValue.(pluginruntime.ProtocolRequestContext); valid {
-					resolvedValue, callErr := a.plugin.Engine.CallPath(context.WithoutCancel(c.Request.Context()), "protocols", []string{pinned.Protocol, "decodeRequest"}, protocolContext.JSValue())
+					resolvedValue, requestBodyText, callErr := a.plugin.Engine.CallPathWithMemberJSON(
+						context.WithoutCancel(c.Request.Context()), 0, a.plugin.Meta.JSONTextMember("requestBody"),
+						"protocols", []string{pinned.Protocol, "decodeRequest"}, protocolContext.JSValueFor(a.plugin.Meta),
+					)
 					resolved, resolvedOK := resolvedValue.(map[string]any)
 					resolvedModel, modelOK := resolved["model"].(string)
 					if callErr != nil || !resolvedOK || !modelOK || resolvedModel != pinned.Model {
@@ -110,6 +141,9 @@ func (a *TaskAdaptor) ValidateRequestAndSetAction(c *gin.Context, info *relaycom
 					if body, present := resolved["requestBody"]; present {
 						c.Set("task_request", body)
 					}
+					if requestBodyText != nil {
+						c.Set(pluginruntime.ContextKeyRequestBodyText, requestBodyText)
+					}
 					if action, valid := resolved["action"].(string); valid && strings.TrimSpace(action) != "" {
 						c.Set("task_action", action)
 						info.Action = action
@@ -126,18 +160,23 @@ func (a *TaskAdaptor) ValidateRequestAndSetAction(c *gin.Context, info *relaycom
 	request, hasRequest := c.Get("task_request")
 	hasUsageProfiles := len(a.plugin.Meta.UsageProfiles) > 0
 	if hasRequest && !hasUsageProfiles {
-		if err := a.validateResolvedUsageRequest(request, ""); err != nil {
+		if err := a.validateResolvedUsageRequest(request); err != nil {
 			return service.TaskErrorWrapperLocal(err, "plugin_usage_invalid", http.StatusBadRequest)
 		}
 	}
 	if _, err := a.buildSubmit(c, info); err != nil {
-		return service.TaskErrorWrapperLocal(err, "plugin_request_invalid", http.StatusBadRequest)
+		// utils.fetch failures in the build hook name the host fetched: the
+		// channel base URL or one of the plugin's allowed hosts, which an
+		// installed plugin may point at private hosts.
+		taskErr := service.TaskErrorWrapper(err, "plugin_request_invalid", http.StatusBadRequest, append(common.UpstreamAddresses(c), a.plugin.Meta.AllowedHosts...)...)
+		taskErr.LocalError = true
+		return taskErr
 	}
 	// The descriptor may rewrite the model. Validate profiled requests against
-	// that final model before any quota calculation or upstream submission.
+	// that final model before any quota calculation or upstream submission; an
+	// upstream endpoint ID without a profile keeps the client model's profile.
 	if hasRequest && hasUsageProfiles {
-		usageModel := cmp.Or(info.UpstreamModelName, info.OriginModelName)
-		if err := a.validateResolvedUsageRequest(request, usageModel); err != nil {
+		if err := a.validateResolvedUsageRequest(request, info.UpstreamModelName, info.OriginModelName); err != nil {
 			return service.TaskErrorWrapperLocal(err, "plugin_usage_invalid", http.StatusBadRequest)
 		}
 	}
@@ -156,7 +195,7 @@ func (a *TaskAdaptor) EstimateBilling(c *gin.Context, info *relaycommon.RelayInf
 func (a *TaskAdaptor) EstimateBillingValidated(c *gin.Context, info *relaycommon.RelayInfo) (map[string]float64, error) {
 	usageContext := a.submitContext(c, info)
 	usageContext["usagePurpose"] = "billing_ratios"
-	return a.usageRatios(c.Request.Context(), cmp.Or(info.UpstreamModelName, info.OriginModelName), "extractUsage", usageContext)
+	return a.usageRatios(c.Request.Context(), []string{info.UpstreamModelName, info.OriginModelName}, "extractUsage", usageContext)
 }
 
 func (a *TaskAdaptor) ExtractUsageFacts(c *gin.Context, info *relaycommon.RelayInfo) map[string]any {
@@ -185,10 +224,11 @@ func (a *TaskAdaptor) ExtractUsageFactsValidated(c *gin.Context, info *relaycomm
 	if !ok {
 		return nil, fmt.Errorf("plugin usage hook must return an object")
 	}
-	if _, err = a.validatedUsageRatios(facts, cmp.Or(info.UpstreamModelName, info.OriginModelName)); err != nil {
+	validated, _, err := a.validatedUsageRatios(facts, info.UpstreamModelName, info.OriginModelName)
+	if err != nil {
 		return nil, err
 	}
-	return facts, nil
+	return validated, nil
 }
 
 func (a *TaskAdaptor) AdjustBillingOnSubmit(info *relaycommon.RelayInfo, taskData []byte) map[string]float64 {
@@ -196,7 +236,7 @@ func (a *TaskAdaptor) AdjustBillingOnSubmit(info *relaycommon.RelayInfo, taskDat
 	if err := common.Unmarshal(taskData, &data); err != nil {
 		data = string(taskData)
 	}
-	ratios, err := a.usageRatios(context.Background(), cmp.Or(info.UpstreamModelName, info.OriginModelName), "extractUsageOnSubmit", a.submitContext(nil, info), data)
+	ratios, err := a.usageRatios(context.Background(), []string{info.UpstreamModelName, info.OriginModelName}, "extractUsageOnSubmit", a.submitContext(nil, info), data)
 	if err != nil {
 		a.logRejectedUsage("extractUsageOnSubmit", err)
 		return nil
@@ -212,11 +252,11 @@ func (a *TaskAdaptor) AdjustBillingOnComplete(task *model.Task, result *relaycom
 	if err != nil {
 		return 0
 	}
-	usageModel := ""
-	if task != nil {
-		usageModel = cmp.Or(task.Properties.UpstreamModelName, task.Properties.OriginModelName)
+	if task == nil {
+		a.applyCompletionUsageFacts(result, value)
+		return 0
 	}
-	a.applyCompletionUsageFacts(result, value, usageModel)
+	a.applyCompletionUsageFacts(result, value, task.Properties.UpstreamModelName, task.Properties.OriginModelName)
 	return 0
 }
 
@@ -227,13 +267,18 @@ func (a *TaskAdaptor) BuildRequestURL(info *relaycommon.RelayInfo) (string, erro
 	return a.submit.URL, pluginruntime.ValidateRequestURL(a.submit.URL, info.ChannelBaseUrl, a.plugin.Meta.AllowedHosts)
 }
 
-func (a *TaskAdaptor) BuildRequestHeader(_ *gin.Context, req *http.Request, _ *relaycommon.RelayInfo) error {
+func (a *TaskAdaptor) BuildRequestHeader(c *gin.Context, req *http.Request, _ *relaycommon.RelayInfo) error {
 	if a.submit == nil {
 		return fmt.Errorf("plugin submit request was not built")
 	}
 	for name, value := range a.submit.Headers {
 		req.Header.Set(name, value)
 	}
+	// BuildRequestBody rebuilt the multipart body with a new boundary and put its
+	// Content-Type on the client request; a plugin's own Content-Type cannot match it.
+	if a.submit.BodyType == "multipart" {
+		req.Header.Set("Content-Type", c.Request.Header.Get("Content-Type"))
+	}
 	return nil
 }
 
@@ -267,18 +312,18 @@ func (a *TaskAdaptor) BuildRequestBody(c *gin.Context, info *relaycommon.RelayIn
 				}
 				continue
 			}
-			field := strings.TrimPrefix(part.FileRef, "request_file:")
+			field, index, validRef := pluginruntime.ParseFileReference(part.FileRef)
 			files := form.File[field]
-			if len(files) == 0 {
+			if !validRef || index >= len(files) {
 				return nil, fmt.Errorf("unknown file reference %q", part.FileRef)
 			}
-			file, openErr := files[0].Open()
+			file, openErr := files[index].Open()
 			if openErr != nil {
 				return nil, openErr
 			}
 			filename := part.Filename
 			if filename == "" {
-				filename = files[0].Filename
+				filename = files[index].Filename
 			}
 			header := make(textproto.MIMEHeader)
 			disposition := mime.FormatMediaType("form-data", map[string]string{"name": part.Name, "filename": filename})
@@ -287,7 +332,7 @@ func (a *TaskAdaptor) BuildRequestBody(c *gin.Context, info *relaycommon.RelayIn
 				return nil, fmt.Errorf("invalid multipart name or filename")
 			}
 			header.Set("Content-Disposition", disposition)
-			header.Set("Content-Type", files[0].Header.Get("Content-Type"))
+			header.Set("Content-Type", files[index].Header.Get("Content-Type"))
 			destination, copyErr := writer.CreatePart(header)
 			if copyErr == nil {
 				_, copyErr = io.Copy(destination, file)
@@ -309,7 +354,18 @@ func (a *TaskAdaptor) BuildRequestBody(c *gin.Context, info *relaycommon.RelayIn
 	if text, ok := descriptor.Body.(string); ok {
 		return strings.NewReader(text), nil
 	}
-	inlined, err := inlineJSONFilePlaceholders(c, descriptor.Body)
+	value := descriptor.Body
+	if descriptor.BodyText != nil {
+		if !bytes.Contains(descriptor.BodyText, []byte(`"__fileRef":`)) {
+			return bytes.NewReader(descriptor.BodyText), nil
+		}
+		// File placeholders resolve only in the decoded value, which writes
+		// the members sorted; uploads carry no client JSON order to keep.
+		if err := common.Unmarshal(descriptor.BodyText, &value); err != nil {
+			return nil, err
+		}
+	}
+	inlined, err := inlineJSONFilePlaceholders(c, value)
 	if err != nil {
 		return nil, err
 	}
@@ -391,12 +447,12 @@ func encodeFilePlaceholder(placeholder map[string]any, form *multipart.Form, lim
 	if form == nil {
 		return "", fmt.Errorf("unknown file reference %q", ref)
 	}
-	field := strings.TrimPrefix(ref, "request_file:")
+	field, index, validRef := pluginruntime.ParseFileReference(ref)
 	files := form.File[field]
-	if len(files) == 0 {
+	if !validRef || index >= len(files) {
 		return "", fmt.Errorf("unknown file reference %q", ref)
 	}
-	header := files[0]
+	header := files[index]
 	maxBytes := limit
 	if raw, exists := placeholder["maxBytes"]; exists {
 		n, ok := usageNumber(raw, false)
@@ -484,7 +540,7 @@ func (a *TaskAdaptor) ParseResponse(c *gin.Context, resp *http.Response, info *r
 		}
 	}
 	if err != nil {
-		failure := service.TaskErrorWrapper(err, "read_response_body_failed", http.StatusBadGateway)
+		failure := service.TaskErrorWrapper(err, "read_response_body_failed", http.StatusBadGateway, common.UpstreamAddresses(c)...)
 		failure.NoRetry = streaming
 		return nil, failure
 	}
@@ -499,7 +555,7 @@ func (a *TaskAdaptor) ParseResponse(c *gin.Context, resp *http.Response, info *r
 			resp.StatusCode,
 			time.Since(started).Milliseconds(),
 		)
-		return nil, service.TaskErrorWrapper(err, "plugin_submit_response_failed", http.StatusBadGateway)
+		return nil, service.TaskErrorWrapper(err, "plugin_submit_response_failed", http.StatusBadGateway, common.UpstreamAddresses(c)...)
 	}
 	if object, ok := value.(map[string]any); ok {
 		if _, forbidden := object["clientResponse"]; forbidden {
@@ -518,7 +574,7 @@ func (a *TaskAdaptor) ParseResponse(c *gin.Context, resp *http.Response, info *r
 			resp.StatusCode,
 			time.Since(started).Milliseconds(),
 		)
-		return nil, service.TaskErrorWrapper(err, "plugin_submit_response_invalid", http.StatusBadGateway)
+		return nil, service.TaskErrorWrapper(err, "plugin_submit_response_invalid", http.StatusBadGateway, common.UpstreamAddresses(c)...)
 	}
 	var taskData []byte
 	if parsed.TaskData != nil {
@@ -527,12 +583,12 @@ func (a *TaskAdaptor) ParseResponse(c *gin.Context, resp *http.Response, info *r
 			if err == nil {
 				err = fmt.Errorf("task data exceeds size limit")
 			}
-			return nil, service.TaskErrorWrapper(err, "plugin_submit_response_invalid", http.StatusBadGateway)
+			return nil, service.TaskErrorWrapper(err, "plugin_submit_response_invalid", http.StatusBadGateway, common.UpstreamAddresses(c)...)
 		}
 	}
 	pluginState, _ := encodeReturnedPluginState(value)
 	if len(pluginState) > maxTaskPluginPersistedJSONBytes {
-		logger.LogWarn(c, fmt.Sprintf("task plugin %s rejected oversized submit state (%d bytes)", a.plugin.Meta.Key, len(pluginState)))
+		logger.LogWarn(c, common.LogText("task plugin %s rejected oversized submit state (%d bytes)", a.plugin.Meta.Key, len(pluginState)))
 		pluginState = nil
 	}
 	response := &channel.TaskSubmitResponse{
@@ -562,16 +618,16 @@ func (a *TaskAdaptor) ParseResponse(c *gin.Context, resp *http.Response, info *r
 	task.PrivateData.PluginState = pluginState
 	ctx, err := a.queryContext(task, info.ApiKey, info.ChannelBaseUrl, info.ChannelSetting.Proxy)
 	if err != nil {
-		logger.LogWarn(c, fmt.Sprintf("task plugin %s completion context failed; retaining reserved quota: %v", a.plugin.Meta.Key, err))
+		logger.LogWarn(c, common.LogText("task plugin %s completion context failed; retaining reserved quota: %v", a.plugin.Meta.Key, err))
 		return response, nil
 	}
 	facts, err := a.plugin.Engine.Call(c.Request.Context(), "extractUsageOnComplete", ctx, jsonValue(immediate), parsed.TaskData)
 	if err != nil {
-		logger.LogWarn(c, fmt.Sprintf("task plugin %s completion usage failed; retaining reserved quota: %v", a.plugin.Meta.Key, err))
+		logger.LogWarn(c, common.LogText("task plugin %s completion usage failed; retaining reserved quota: %v", a.plugin.Meta.Key, err))
 		return response, nil
 	}
-	if err := a.applyCompletionUsageFacts(immediate, facts, cmp.Or(info.UpstreamModelName, info.OriginModelName)); err != nil {
-		logger.LogWarn(c, fmt.Sprintf("task plugin %s completion usage rejected; retaining reserved quota: %v", a.plugin.Meta.Key, err))
+	if err := a.applyCompletionUsageFacts(immediate, facts, info.UpstreamModelName, info.OriginModelName); err != nil {
+		logger.LogWarn(c, common.LogText("task plugin %s completion usage rejected; retaining reserved quota: %v", a.plugin.Meta.Key, err))
 	}
 	return response, nil
 }
@@ -593,11 +649,11 @@ func (a *TaskAdaptor) FetchBatchTasks(baseURL, key string, tasks []*model.Task,
 	if err != nil {
 		return nil, err
 	}
-	value, err := a.plugin.Engine.Call(context.Background(), "buildBatchQueryRequest", ctx, taskContexts)
+	descriptor, err := a.requestDescriptor(pluginruntime.WithFetcher(context.Background(), a.hookFetcher(baseURL, proxy)), "buildBatchQueryRequest", ctx, taskContexts)
 	if err != nil {
 		return nil, err
 	}
-	return a.doFetchDescriptor(baseURL, proxy, value)
+	return a.doFetchDescriptor(baseURL, proxy, descriptor)
 }
 
 func (a *TaskAdaptor) FetchTask(baseURL, key string, task *model.Task, proxy string) (*http.Response, error) {
@@ -605,18 +661,60 @@ func (a *TaskAdaptor) FetchTask(baseURL, key string, task *model.Task, proxy str
 	if err != nil {
 		return nil, err
 	}
-	value, err := a.plugin.Engine.Call(context.Background(), "buildQueryRequest", ctx)
+	descriptor, err := a.requestDescriptor(pluginruntime.WithFetcher(context.Background(), a.hookFetcher(baseURL, proxy)), "buildQueryRequest", ctx)
 	if err != nil {
 		return nil, err
 	}
-	return a.doFetchDescriptor(baseURL, proxy, value)
+	return a.doFetchDescriptor(baseURL, proxy, descriptor)
 }
 
-func (a *TaskAdaptor) doFetchDescriptor(baseURL, proxy string, value any) (*http.Response, error) {
-	var descriptor requestDescriptor
-	if err := convert(value, &descriptor); err != nil {
-		return nil, err
+// hookFetcher sends a driver hook's utils.fetch requests to the hosts its
+// request descriptors may use, through the channel's proxy like poll requests.
+func (a *TaskAdaptor) hookFetcher(baseURL, proxy string) pluginruntime.Fetcher {
+	return func(ctx context.Context, request pluginruntime.FetchRequest) (pluginruntime.FetchResponse, error) {
+		if err := pluginruntime.ValidateRequestURL(request.URL, baseURL, a.plugin.Meta.AllowedHosts); err != nil {
+			return pluginruntime.FetchResponse{}, err
+		}
+		client, err := service.GetHttpClientWithProxySettings(proxy, a.channelSetting())
+		if err != nil {
+			return pluginruntime.FetchResponse{}, err
+		}
+		// A redirect reaches the plugin as it is; fetching its location is a
+		// new request, checked and counted again.
+		noRedirects := *client
+		noRedirects.CheckRedirect = func(*http.Request, []*http.Request) error { return http.ErrUseLastResponse }
+		req, err := http.NewRequestWithContext(ctx, request.Method, request.URL, nil)
+		if err != nil {
+			return pluginruntime.FetchResponse{}, err
+		}
+		for name, value := range request.Headers {
+			req.Header.Set(name, value)
+		}
+		started := time.Now()
+		resp, err := noRedirects.Do(req)
+		if err != nil {
+			logger.LogDebug(ctx, "task_plugin subsystem=fetch event=failed plugin=%q hook=%q method=%q host=%q reason=transport_error elapsed_ms=%d",
+				a.plugin.Meta.Key, request.Hook, request.Method, req.URL.Host, time.Since(started).Milliseconds())
+			return pluginruntime.FetchResponse{}, err
+		}
+		defer resp.Body.Close()
+		body, err := io.ReadAll(io.LimitReader(resp.Body, pluginruntime.MaxFetchBodyBytes+1))
+		if err != nil {
+			return pluginruntime.FetchResponse{}, err
+		}
+		headers := make(map[string]string, len(resp.Header))
+		for name, values := range resp.Header {
+			if len(values) > 0 {
+				headers[name] = values[0]
+			}
+		}
+		logger.LogDebug(ctx, "task_plugin subsystem=fetch event=done plugin=%q hook=%q method=%q host=%q status=%d bytes=%d elapsed_ms=%d",
+			a.plugin.Meta.Key, request.Hook, request.Method, req.URL.Host, resp.StatusCode, len(body), time.Since(started).Milliseconds())
+		return pluginruntime.FetchResponse{Status: resp.StatusCode, Headers: headers, Body: body}, nil
 	}
+}
+
+func (a *TaskAdaptor) doFetchDescriptor(baseURL, proxy string, descriptor requestDescriptor) (*http.Response, error) {
 	if err := pluginruntime.ValidateRequestURL(descriptor.URL, baseURL, a.plugin.Meta.AllowedHosts); err != nil {
 		return nil, err
 	}
@@ -624,6 +722,8 @@ func (a *TaskAdaptor) doFetchDescriptor(baseURL, proxy string, value any) (*http
 	if descriptor.Body != nil {
 		if bodyText, ok := descriptor.Body.(string); ok {
 			requestBody = strings.NewReader(bodyText)
+		} else if descriptor.BodyText != nil {
+			requestBody = bytes.NewReader(descriptor.BodyText)
 		} else {
 			encoded, marshalErr := common.Marshal(descriptor.Body)
 			if marshalErr != nil {
@@ -643,7 +743,7 @@ func (a *TaskAdaptor) doFetchDescriptor(baseURL, proxy string, value any) (*http
 	for name, value := range descriptor.Headers {
 		req.Header.Set(name, value)
 	}
-	client, err := service.GetHttpClientWithProxy(proxy)
+	client, err := service.GetHttpClientWithProxySettings(proxy, a.channelSetting())
 	if err != nil {
 		return nil, err
 	}
@@ -690,11 +790,6 @@ func (a *TaskAdaptor) ParseBatchResult(tasks []*model.Task, resp *http.Response,
 	if err != nil {
 		return nil, err
 	}
-	value, err := a.plugin.Engine.Call(context.Background(), "parseBatchResult", ctx, input, hookHTTPResponse(resp))
-	if err != nil {
-		logger.LogDebug(context.Background(), "task_plugin subsystem=adaptor event=parse_batch_failed plugin=%q reason=hook_failed body_bytes=%d elapsed_ms=%d", a.plugin.Meta.Key, len(body), time.Since(started).Milliseconds())
-		return nil, err
-	}
 	var parsed []struct {
 		TaskID     string `json:"taskId"`
 		Action     string `json:"action"`
@@ -708,8 +803,13 @@ func (a *TaskAdaptor) ParseBatchResult(tasks []*model.Task, resp *http.Response,
 		Data       any    `json:"data"`
 		State      any    `json:"state"`
 	}
-	if err = convert(value, &parsed); err != nil {
-		logger.LogDebug(context.Background(), "task_plugin subsystem=adaptor event=parse_batch_failed plugin=%q reason=invalid_result body_bytes=%d elapsed_ms=%d", a.plugin.Meta.Key, len(body), time.Since(started).Milliseconds())
+	if err = a.plugin.Engine.CallInto(pluginruntime.WithFetcher(context.Background(), a.hookFetcher(baseURL, proxy)), &parsed, "parseBatchResult", ctx, input, hookHTTPResponse(resp)); err != nil {
+		reason := "hook_failed"
+		var invalid *pluginruntime.ResultError
+		if errors.As(err, &invalid) {
+			reason = "invalid_result"
+		}
+		logger.LogDebug(context.Background(), "task_plugin subsystem=adaptor event=parse_batch_failed plugin=%q reason=%s body_bytes=%d elapsed_ms=%d", a.plugin.Meta.Key, reason, len(body), time.Since(started).Milliseconds())
 		return nil, err
 	}
 	results := make(map[string]*service.BatchTaskResult, len(parsed))
@@ -722,7 +822,7 @@ func (a *TaskAdaptor) ParseBatchResult(tasks []*model.Task, resp *http.Response,
 		if item.State != nil {
 			pluginState, marshalErr := common.Marshal(item.State)
 			if marshalErr != nil || len(pluginState) > maxTaskPluginPersistedJSONBytes {
-				logger.LogWarn(context.Background(), fmt.Sprintf("task plugin %s rejected invalid or oversized poll state", a.plugin.Meta.Key))
+				logger.LogWarn(context.Background(), common.LogText("task plugin %s rejected invalid or oversized poll state", a.plugin.Meta.Key))
 			} else {
 				info.PluginState = pluginState
 			}
@@ -741,8 +841,9 @@ func (a *TaskAdaptor) ParseBatchResult(tasks []*model.Task, resp *http.Response,
 			}
 			facts, hookErr := a.plugin.Engine.Call(context.Background(), "extractUsageOnComplete", itemCtx, jsonValue(&info), usageBody)
 			if hookErr == nil {
-				usageModel, _ := itemCtx["upstreamModel"].(string)
-				a.applyCompletionUsageFacts(&info, facts, usageModel)
+				upstreamModel, _ := itemCtx["upstreamModel"].(string)
+				originModel, _ := itemCtx["model"].(string)
+				a.applyCompletionUsageFacts(&info, facts, upstreamModel, originModel)
 			}
 		}
 		results[item.TaskID] = &service.BatchTaskResult{TaskInfo: info, Action: item.Action, SubmitTime: item.SubmitTime, StartTime: item.StartTime, FinishTime: item.FinishTime, Data: item.Data}
@@ -774,7 +875,7 @@ func (a *TaskAdaptor) ParseTaskResult(task *model.Task, resp *http.Response, bod
 	if err != nil {
 		return nil, err
 	}
-	value, err := a.plugin.Engine.Call(context.Background(), "parseTaskResult", ctx, input, hookHTTPResponse(resp))
+	value, err := a.plugin.Engine.Call(pluginruntime.WithFetcher(context.Background(), a.hookFetcher(baseURL, proxy)), "parseTaskResult", ctx, input, hookHTTPResponse(resp))
 	if err != nil {
 		logger.LogDebug(context.Background(), "task_plugin subsystem=adaptor event=parse_task_failed plugin=%q reason=hook_failed body_bytes=%d elapsed_ms=%d", a.plugin.Meta.Key, len(body), time.Since(started).Milliseconds())
 		return nil, err
@@ -797,7 +898,7 @@ func (a *TaskAdaptor) ParseTaskResult(task *model.Task, resp *http.Response, bod
 	}
 	if pluginState, present := encodeReturnedPluginState(value); present {
 		if len(pluginState) > maxTaskPluginPersistedJSONBytes {
-			logger.LogWarn(context.Background(), fmt.Sprintf("task plugin %s rejected oversized poll state (%d bytes)", a.plugin.Meta.Key, len(pluginState)))
+			logger.LogWarn(context.Background(), common.LogText("task plugin %s rejected oversized poll state (%d bytes)", a.plugin.Meta.Key, len(pluginState)))
 		} else {
 			result.PluginState = pluginState
 		}
@@ -807,8 +908,9 @@ func (a *TaskAdaptor) ParseTaskResult(task *model.Task, resp *http.Response, bod
 	if a.hasHook(context.Background(), "extractUsageOnComplete") {
 		facts, hookErr := a.plugin.Engine.Call(context.Background(), "extractUsageOnComplete", ctx, jsonValue(result), input)
 		if hookErr == nil {
-			usageModel, _ := ctx["upstreamModel"].(string)
-			a.applyCompletionUsageFacts(result, facts, usageModel)
+			upstreamModel, _ := ctx["upstreamModel"].(string)
+			originModel, _ := ctx["model"].(string)
+			a.applyCompletionUsageFacts(result, facts, upstreamModel, originModel)
 		}
 	}
 	taskStatus := model.TaskStatus(result.Status)
@@ -823,8 +925,8 @@ func (a *TaskAdaptor) ParseTaskResult(task *model.Task, resp *http.Response, bod
 	return result, nil
 }
 
-func (a *TaskAdaptor) applyCompletionUsageFacts(result *relaycommon.TaskInfo, facts any, modelName string) error {
-	values, err := a.validatedCompletionUsageFacts(facts, modelName)
+func (a *TaskAdaptor) applyCompletionUsageFacts(result *relaycommon.TaskInfo, facts any, models ...string) error {
+	values, err := a.validatedCompletionUsageFacts(facts, models...)
 	if err != nil {
 		a.logRejectedUsage("extractUsageOnComplete", err)
 		return err
@@ -861,16 +963,19 @@ func (a *TaskAdaptor) ConvertToOpenAIVideo(task *model.Task) ([]byte, error) {
 	if err != nil {
 		return nil, err
 	}
-	value, err := a.plugin.Engine.CallPath(context.Background(), "protocols", []string{"openai_video", "render"}, map[string]any{"protocol": "openai_video", "operation": "retrieve"}, jsonValue(view))
+	encodedView, err := common.Marshal(view)
 	if err != nil {
 		return nil, err
 	}
-	encoded, err := common.Marshal(value)
+	// Decoding into any leaves only encoding failures to CallPathInto, so they
+	// keep the codec's message.
+	var value any
+	err = a.plugin.Engine.CallPathInto(context.Background(), &value, "protocols", []string{"openai_video", "render"}, map[string]any{"protocol": "openai_video", "operation": "retrieve"}, pluginruntime.RawJSON(encodedView))
 	if err != nil {
 		return nil, err
 	}
-	var rendered map[string]any
-	if err = common.Unmarshal(encoded, &rendered); err != nil || rendered == nil {
+	rendered, _ := value.(map[string]any)
+	if rendered == nil {
 		return nil, fmt.Errorf("plugin returned an invalid OpenAI video object")
 	}
 	// Keep provider extensions intact while the host owns the public task's
@@ -906,7 +1011,7 @@ func (a *TaskAdaptor) ListArtifacts(task *model.Task) ([]channel.TaskArtifact, e
 	return validateTaskArtifacts(value)
 }
 
-func (a *TaskAdaptor) BuildContentRequest(task *model.Task, artifactKey string, clientRequest channel.TaskArtifactClientRequest) (*channel.TaskContentRequest, error) {
+func (a *TaskAdaptor) BuildContentRequest(ctx context.Context, task *model.Task, artifactKey string, clientRequest channel.TaskArtifactClientRequest) (*channel.TaskContentRequest, error) {
 	if !a.hasHook(context.Background(), "buildContentRequest") {
 		return nil, nil
 	}
@@ -916,32 +1021,22 @@ func (a *TaskAdaptor) BuildContentRequest(task *model.Task, artifactKey string,
 	if !taskArtifactKeyPattern.MatchString(artifactKey) {
 		return nil, fmt.Errorf("invalid artifact key")
 	}
-	ctx, err := taskArtifactContext(task)
+	hookContext, err := taskArtifactContext(task)
 	if err != nil {
 		return nil, err
 	}
-	ctx["upstreamTaskId"] = task.GetUpstreamTaskID()
-	ctx["artifactKey"] = artifactKey
-	ctx["baseUrl"] = a.info.ChannelBaseUrl
-	ctx["clientRequest"] = jsonValue(clientRequest)
-	proxy := a.info.ChannelSetting.Proxy
-	auth, err := resolveAuth(a.plugin.Meta.Auth, a.info.ApiKey, proxy)
-	if err != nil {
+	hookContext["upstreamTaskId"] = task.GetUpstreamTaskID()
+	hookContext["artifactKey"] = artifactKey
+	hookContext["baseUrl"] = a.info.ChannelBaseUrl
+	hookContext["clientRequest"] = jsonValue(clientRequest)
+	if err = a.applyUpstreamCredentials(hookContext, a.info.ChannelType, a.info.ApiKey, a.info.ChannelSetting.Proxy); err != nil {
 		return nil, err
 	}
-	ctx["auth"] = auth
-	ctx["authHeader"] = auth["authHeader"]
-	if a.plugin.Meta.Auth.Type == "" || a.plugin.Meta.Auth.Type == "none" || a.plugin.Meta.Auth.Type == "api_key" {
-		ctx["apiKey"] = a.info.ApiKey
-	}
-	value, err := a.plugin.Engine.Call(context.Background(), "buildContentRequest", ctx)
+	fetchContext := pluginruntime.WithFetcher(ctx, a.hookFetcher(a.info.ChannelBaseUrl, a.info.ChannelSetting.Proxy))
+	descriptor, err := a.requestDescriptor(fetchContext, "buildContentRequest", hookContext)
 	if err != nil {
 		return nil, err
 	}
-	var descriptor requestDescriptor
-	if err = convert(value, &descriptor); err != nil {
-		return nil, err
-	}
 	method := strings.ToUpper(strings.TrimSpace(descriptor.Method))
 	if method == "" {
 		method = strings.ToUpper(strings.TrimSpace(clientRequest.Method))
@@ -970,6 +1065,8 @@ func (a *TaskAdaptor) BuildContentRequest(task *model.Task, artifactKey string,
 	if descriptor.Body != nil {
 		if text, ok := descriptor.Body.(string); ok {
 			body = []byte(text)
+		} else if descriptor.BodyText != nil {
+			body = descriptor.BodyText
 		} else {
 			body, err = common.Marshal(descriptor.Body)
 			if err != nil {
@@ -1056,29 +1153,17 @@ func (a *TaskAdaptor) queryContext(task *model.Task, key, baseURL, proxy string)
 			key = task.PrivateData.Key
 		}
 	}
-	auth, err := resolveAuth(a.plugin.Meta.Auth, key, proxy)
-	if err != nil {
+	if err := a.applyUpstreamCredentials(ctx, a.channelType(), key, proxy); err != nil {
 		return nil, err
 	}
-	ctx["auth"] = auth
-	ctx["authHeader"] = auth["authHeader"]
-	if a.plugin.Meta.Auth.Type == "" || a.plugin.Meta.Auth.Type == "none" || a.plugin.Meta.Auth.Type == "api_key" {
-		ctx["apiKey"] = key
-	}
 	return ctx, nil
 }
 
 func (a *TaskAdaptor) batchQueryContext(key, baseURL, proxy string, tasks []map[string]any) (map[string]any, error) {
 	ctx := map[string]any{"baseUrl": baseURL, "tasks": tasks}
-	auth, err := resolveAuth(a.plugin.Meta.Auth, key, proxy)
-	if err != nil {
+	if err := a.applyUpstreamCredentials(ctx, a.channelType(), key, proxy); err != nil {
 		return nil, err
 	}
-	ctx["auth"] = auth
-	ctx["authHeader"] = auth["authHeader"]
-	if a.plugin.Meta.Auth.Type == "" || a.plugin.Meta.Auth.Type == "none" || a.plugin.Meta.Auth.Type == "api_key" {
-		ctx["apiKey"] = key
-	}
 	return ctx, nil
 }
 
@@ -1089,6 +1174,50 @@ func (a *TaskAdaptor) queryCredentials() (key, baseURL, proxy string) {
 	return a.info.ApiKey, a.info.ChannelBaseUrl, a.info.ChannelSetting.Proxy
 }
 
+// channelType is the executing channel's type when polling or content
+// fetches run with channel metadata; zero otherwise, which is a vendor upstream.
+func (a *TaskAdaptor) channelType() int {
+	if a.info == nil || !a.info.HasChannelMeta() {
+		return 0
+	}
+	return a.info.ChannelType
+}
+
+// channelSetting is the executing channel's settings when the adaptor runs
+// with channel metadata; zero otherwise.
+func (a *TaskAdaptor) channelSetting() kitdto.ChannelSettings {
+	if a.info == nil || !a.info.HasChannelMeta() {
+		return kitdto.ChannelSettings{}
+	}
+	return a.info.ChannelSetting
+}
+
+// applyUpstreamCredentials sets ctx.upstream together with the credentials
+// every driver hook reads. A New API channel (type 60) is another gateway:
+// the plugin must address its own prefixed native routes there, and the
+// channel key is that gateway's token, so it is sent as a Bearer header for
+// every auth type instead of running the plugin's vendor auth scheme.
+func (a *TaskAdaptor) applyUpstreamCredentials(ctx map[string]any, channelType int, key, proxy string) error {
+	if channelType == constant.ChannelTypeNewAPI {
+		ctx["upstream"] = map[string]any{"kind": pluginruntime.UpstreamKindNewAPI}
+		ctx["auth"] = map[string]any{"authHeader": "Bearer " + key}
+		ctx["authHeader"] = "Bearer " + key
+		ctx["apiKey"] = key
+		return nil
+	}
+	ctx["upstream"] = map[string]any{"kind": pluginruntime.UpstreamKindVendor}
+	auth, err := resolveAuth(a.plugin.Meta.Auth, key, proxy)
+	if err != nil {
+		return err
+	}
+	ctx["auth"] = auth
+	ctx["authHeader"] = auth["authHeader"]
+	if a.plugin.Meta.Auth.Type == "" || a.plugin.Meta.Auth.Type == "none" || a.plugin.Meta.Auth.Type == "api_key" {
+		ctx["apiKey"] = key
+	}
+	return nil
+}
+
 func hookHTTPResponse(resp *http.Response) map[string]any {
 	headers := map[string]string{}
 	status := 0
@@ -1176,27 +1305,62 @@ func validateTaskArtifacts(value any) ([]channel.TaskArtifact, error) {
 	return artifacts, nil
 }
 
+// requestDescriptor runs a request-building hook. A plugin that preserves JSON
+// order has its descriptor decoded from the JSON.stringify text of the result,
+// with the body kept as that text (BodyText) for the upstream.
+func (a *TaskAdaptor) requestDescriptor(ctx context.Context, hook string, args ...any) (requestDescriptor, error) {
+	if !a.plugin.Meta.PreservesJSONOrder() {
+		var descriptor requestDescriptor
+		err := a.plugin.Engine.CallInto(ctx, &descriptor, hook, args...)
+		return descriptor, err
+	}
+	var ordered orderedRequestDescriptor
+	if err := a.plugin.Engine.CallJSONInto(ctx, &ordered, hook, args...); err != nil {
+		return requestDescriptor{}, err
+	}
+	descriptor := requestDescriptor{
+		ResponseType: ordered.ResponseType, URL: ordered.URL, Method: ordered.Method, Headers: ordered.Headers,
+		Credentialless: ordered.Credentialless, Action: ordered.Action, Model: ordered.Model,
+		RewriteModel: ordered.RewriteModel, BodyType: ordered.BodyType, Parts: ordered.Parts,
+	}
+	switch {
+	case len(ordered.Body) == 0 || string(ordered.Body) == "null":
+	case ordered.Body[0] == '"':
+		// A string body is the plugin's own text, sent as it is.
+		var text string
+		if err := common.Unmarshal(ordered.Body, &text); err != nil {
+			return requestDescriptor{}, err
+		}
+		descriptor.Body = text
+	default:
+		descriptor.Body, descriptor.BodyText = ordered.Body, ordered.Body
+	}
+	return descriptor, nil
+}
+
 func (a *TaskAdaptor) buildSubmit(c *gin.Context, info *relaycommon.RelayInfo) (*requestDescriptor, error) {
 	if a.submit != nil {
 		return a.submit, nil
 	}
 	started := time.Now()
-	value, err := a.plugin.Engine.Call(c.Request.Context(), "buildSubmitRequest", a.submitContext(c, info))
-	if err != nil {
-		logger.LogDebug(
-			c,
-			"task_plugin subsystem=adaptor event=build_submit_failed plugin=%q stage=build_submit_request reason=hook_failed elapsed_ms=%d",
-			a.plugin.Meta.Key,
-			time.Since(started).Milliseconds(),
-		)
-		return nil, err
+	// buildSubmitRequest runs before quota is reserved, so a failed fetch
+	// costs nothing; requests that start vendor work stay the descriptor.
+	fetchContext := c.Request.Context()
+	if info.HasChannelMeta() {
+		fetchContext = pluginruntime.WithFetcher(fetchContext, a.hookFetcher(info.ChannelBaseUrl, info.ChannelSetting.Proxy))
 	}
-	var descriptor requestDescriptor
-	if err = convert(value, &descriptor); err != nil {
+	descriptor, err := a.requestDescriptor(fetchContext, "buildSubmitRequest", a.submitContext(c, info))
+	if err != nil {
+		reason := "hook_failed"
+		var invalid *pluginruntime.ResultError
+		if errors.As(err, &invalid) {
+			reason = "invalid_descriptor"
+		}
 		logger.LogDebug(
 			c,
-			"task_plugin subsystem=adaptor event=build_submit_failed plugin=%q stage=build_submit_request reason=invalid_descriptor elapsed_ms=%d",
+			"task_plugin subsystem=adaptor event=build_submit_failed plugin=%q stage=build_submit_request reason=%s elapsed_ms=%d",
 			a.plugin.Meta.Key,
+			reason,
 			time.Since(started).Milliseconds(),
 		)
 		return nil, err
@@ -1282,7 +1446,11 @@ func (a *TaskAdaptor) submitContext(c *gin.Context, info *relaycommon.RelayInfo)
 			}
 		}
 		if taskRequest, exists := c.Get("task_request"); exists {
-			routeRequest.RequestBody = jsonValue(taskRequest)
+			routeRequest.RequestBody = taskRequest
+		}
+		a.requestBodyText = nil
+		if text, exists := c.Get(pluginruntime.ContextKeyRequestBodyText); exists && a.plugin.Meta.PreservesJSONOrder() {
+			a.requestBodyText, _ = text.(json.RawMessage)
 		}
 		if c.Request != nil {
 			if routeRequest.Path == "" {
@@ -1309,8 +1477,8 @@ func (a *TaskAdaptor) submitContext(c *gin.Context, info *relaycommon.RelayInfo)
 				if form, err := common.ParseMultipartFormReusable(c); err == nil {
 					defer form.RemoveAll()
 					for field, headers := range form.File {
-						for _, header := range headers {
-							files = append(files, map[string]any{"ref": "request_file:" + field, "field": field, "filename": header.Filename, "mimeType": header.Header.Get("Content-Type"), "size": header.Size})
+						for index, header := range headers {
+							files = append(files, map[string]any{"ref": pluginruntime.FileReference(field, index), "field": field, "filename": header.Filename, "mimeType": header.Header.Get("Content-Type"), "size": header.Size})
 						}
 					}
 				}
@@ -1323,7 +1491,25 @@ func (a *TaskAdaptor) submitContext(c *gin.Context, info *relaycommon.RelayInfo)
 		a.files = append(a.files[:0], files...)
 	}
 	ctx := routeRequest.JSValue()
-	ctx["requestBody"] = jsonValue(routeRequest.RequestBody)
+	// Hooks never write into the request body, so the same object normalizes
+	// to the same value on every hook call of this request.
+	requestBody := routeRequest.RequestBody
+	source, isObject := requestBody.(map[string]any)
+	if a.requestBodyText != nil {
+		// Driver hooks read the request body, so the engine parses the text
+		// in place for each of them, members in order.
+		requestBody = pluginruntime.RawJSON(a.requestBodyText)
+	} else if isObject && a.hookRequestSource != nil && reflect.ValueOf(source).UnsafePointer() == reflect.ValueOf(a.hookRequestSource).UnsafePointer() {
+		requestBody = a.hookRequestBody
+	} else {
+		if !isPlainJSONValue(requestBody, 0) {
+			requestBody = jsonValue(requestBody)
+		}
+		if isObject {
+			a.hookRequestSource, a.hookRequestBody = source, requestBody
+		}
+	}
+	ctx["requestBody"] = requestBody
 	ctx["requestHeaders"] = requestHeaders
 	ctx["files"] = files
 	ctx["action"] = info.Action
@@ -1352,21 +1538,13 @@ func (a *TaskAdaptor) submitContext(c *gin.Context, info *relaycommon.RelayInfo)
 	ctx["upstreamModel"] = info.UpstreamModelName
 	ctx["baseUrl"] = info.ChannelBaseUrl
 	ctx["userSetting"] = info.UserSetting
-	proxy := ""
-	proxy = info.ChannelSetting.Proxy
-	if auth, err := resolveAuth(a.plugin.Meta.Auth, info.ApiKey, proxy); err == nil {
-		ctx["auth"] = auth
-		ctx["authHeader"] = auth["authHeader"]
-		if a.plugin.Meta.Auth.Type == "" || a.plugin.Meta.Auth.Type == "none" || a.plugin.Meta.Auth.Type == "api_key" {
-			ctx["apiKey"] = info.ApiKey
-		}
-	} else {
+	if err := a.applyUpstreamCredentials(ctx, info.ChannelType, info.ApiKey, info.ChannelSetting.Proxy); err != nil {
 		ctx["authError"] = err.Error()
 	}
 	return ctx
 }
 
-func (a *TaskAdaptor) usageRatios(ctx context.Context, modelName, hook string, args ...any) (map[string]float64, error) {
+func (a *TaskAdaptor) usageRatios(ctx context.Context, models []string, hook string, args ...any) (map[string]float64, error) {
 	if !a.hasHook(ctx, hook) {
 		return nil, nil
 	}
@@ -1384,7 +1562,7 @@ func (a *TaskAdaptor) usageRatios(ctx context.Context, modelName, hook string, a
 		logger.LogDebug(ctx, "task_plugin subsystem=adaptor event=usage_hook_failed plugin=%q hook=%q reason=result_not_object elapsed_ms=%d", a.plugin.Meta.Key, hook, time.Since(started).Milliseconds())
 		return nil, fmt.Errorf("plugin usage hook must return an object")
 	}
-	ratios, err := a.validatedUsageRatios(facts, modelName)
+	_, ratios, err := a.validatedUsageRatios(facts, models...)
 	if err != nil {
 		logger.LogDebug(ctx, "task_plugin subsystem=adaptor event=usage_hook_failed plugin=%q hook=%q reason=invalid_usage elapsed_ms=%d", a.plugin.Meta.Key, hook, time.Since(started).Milliseconds())
 		return nil, err
@@ -1401,8 +1579,8 @@ func (a *TaskAdaptor) usageRatios(ctx context.Context, modelName, hook string, a
 	return ratios, nil
 }
 
-func (a *TaskAdaptor) validateResolvedUsageRequest(request any, modelName string) error {
-	schema, _ := a.plugin.Meta.UsageForModel(modelName)
+func (a *TaskAdaptor) validateResolvedUsageRequest(request any, models ...string) error {
+	schema, _ := a.plugin.Meta.UsageForModels(models...)
 	return a.validateResolvedUsageValue(jsonValue(request), schema)
 }
 
@@ -1410,11 +1588,21 @@ func (a *TaskAdaptor) validateResolvedUsageValue(value any, usageSchema map[stri
 	switch typed := value.(type) {
 	case map[string]any:
 		for key, item := range typed {
+			limit, canonical := canonicalUsageLimit(key)
+			// A duration of -1 asks the vendor to pick the length. Plugins that
+			// declare duration-auto@1 reserve the longest duration for it and
+			// settle on the usage the vendor reports; usage facts stay
+			// non-negative.
+			if canonical && limit == relaycommon.MaxTaskDurationSeconds && a.plugin.Meta.AcceptsAutoDuration() {
+				if number, _ := usageNumber(item, true); number == -1 {
+					continue
+				}
+			}
 			if schema, declared := usageSchema[key]; declared {
 				if _, err := validateUsageValue(item, schema, true); err != nil {
 					return err
 				}
-			} else if limit, canonical := canonicalUsageLimit(key); canonical {
+			} else if canonical {
 				if err := validateUsageLimit(item, limit, true); err != nil {
 					return err
 				}
@@ -1433,17 +1621,22 @@ func (a *TaskAdaptor) validateResolvedUsageValue(value any, usageSchema map[stri
 	return nil
 }
 
-func (a *TaskAdaptor) validatedUsageRatios(facts map[string]any, modelName string) (map[string]float64, error) {
-	usageSchema, _ := a.plugin.Meta.UsageForModel(modelName)
+// validatedUsageRatios returns the normalized facts in a new map because the
+// hook result may be a host value, such as the request body, that must stay
+// unchanged.
+func (a *TaskAdaptor) validatedUsageRatios(facts map[string]any, models ...string) (map[string]any, map[string]float64, error) {
+	usageSchema, _ := a.plugin.Meta.UsageForModels(models...)
+	validated := make(map[string]any, len(facts))
 	ratios := make(map[string]float64)
 	for key, value := range facts {
+		validated[key] = value
 		if schema, declared := usageSchema[key]; declared {
 			number, err := validateUsageValue(value, schema, false)
 			if err != nil {
-				return nil, err
+				return nil, nil, err
 			}
 			if schema.Type == "number" {
-				facts[key] = number
+				validated[key] = number
 				if number > 0 {
 					ratios[key] = number
 				}
@@ -1462,20 +1655,20 @@ func (a *TaskAdaptor) validatedUsageRatios(facts map[string]any, modelName strin
 			limit = relaycommon.MaxTaskDurationSeconds
 		}
 		if err := validateUsageNumberLimit(number, limit); err != nil {
-			return nil, err
+			return nil, nil, err
 		}
 		// Keep numeric facts usable by existing expressions even when the
 		// selected profile no longer declares that legacy extension field.
-		facts[key] = number
+		validated[key] = number
 		if number > 0 {
 			ratios[key] = number
 		}
 	}
-	return ratios, nil
+	return validated, ratios, nil
 }
 
-func (a *TaskAdaptor) validatedCompletionUsageFacts(facts any, modelName string) (map[string]any, error) {
-	usageSchema, _ := a.plugin.Meta.UsageForModel(modelName)
+func (a *TaskAdaptor) validatedCompletionUsageFacts(facts any, models ...string) (map[string]any, error) {
+	usageSchema, _ := a.plugin.Meta.UsageForModels(models...)
 	if facts == nil {
 		return nil, nil
 	}
@@ -1602,8 +1795,10 @@ func usageNumber(value any, allowNumericString bool) (float64, bool) {
 	}
 }
 
+var usageKeySeparators = strings.NewReplacer("_", "", "-", "")
+
 func canonicalUsageLimit(key string) (int, bool) {
-	normalized := strings.NewReplacer("_", "", "-", "").Replace(strings.ToLower(key))
+	normalized := usageKeySeparators.Replace(strings.ToLower(key))
 	switch normalized {
 	case "duration", "durationseconds", "second", "seconds":
 		return relaycommon.MaxTaskDurationSeconds, true
@@ -1615,13 +1810,13 @@ func canonicalUsageLimit(key string) (int, bool) {
 }
 
 func (a *TaskAdaptor) logRejectedUsage(hook string, _ error) {
-	common.SysError(fmt.Sprintf("task plugin %s rejected invalid %s billing facts", a.plugin.Meta.Key, hook))
+	common.SysError(common.LogText("task plugin %s rejected invalid %s billing facts", a.plugin.Meta.Key, hook))
 }
 
-func (a *TaskAdaptor) hasHook(ctx context.Context, hook string) bool {
-	has, err := a.plugin.Engine.HasExport(ctx, hook)
-	return err == nil && has
+func (a *TaskAdaptor) hasHook(_ context.Context, hook string) bool {
+	return a.plugin.Engine.HasExport(hook)
 }
+
 func convert(value any, target any) error {
 	data, err := common.Marshal(value)
 	if err != nil {
@@ -1645,8 +1840,45 @@ func jsonValue(value any) any {
 	return normalized
 }
 
-// Already-parsed JSON and Sobek's plain exported values do not need another
-// encode/decode pass. Copy containers to isolate hooks, preserving the codec's
+// isPlainJSONValue reports whether hooks can take value as is: it reaches
+// JavaScript exactly as the codec's decoding of it would, and the engine never
+// writes back into it. Integers count, since hooks see the same numbers; a nil
+// slice does not, since it would reach hooks as [] instead of null.
+func isPlainJSONValue(value any, depth int) bool {
+	if depth > 64 {
+		return false
+	}
+	switch typed := value.(type) {
+	case nil, bool, int64, int:
+		return true
+	case string:
+		return utf8.ValidString(typed)
+	case float64:
+		return !math.IsNaN(typed) && !math.IsInf(typed, 0)
+	case map[string]any:
+		for key, item := range typed {
+			if !utf8.ValidString(key) || !isPlainJSONValue(item, depth+1) {
+				return false
+			}
+		}
+		return true
+	case []any:
+		if typed == nil {
+			return false
+		}
+		for _, item := range typed {
+			if !isPlainJSONValue(item, depth+1) {
+				return false
+			}
+		}
+		return true
+	default:
+		return false
+	}
+}
+
+// Already-parsed JSON and the engine's plain exported values do not need another
+// encode/decode pass. Copy containers for host-side edits, preserving the codec's
 // float64 numbers and nulls. Other Go types still use the configured codec.
 func cloneJSONValue(value any, depth int) (any, bool) {
 	if depth > 64 {
diff --git a/relay/channel/task/jsplugin/adaptor_test.go b/relay/channel/task/jsplugin/adaptor_test.go
index 9dd8b2f..1a04344 100644
--- a/relay/channel/task/jsplugin/adaptor_test.go
+++ b/relay/channel/task/jsplugin/adaptor_test.go
@@ -5,8 +5,10 @@ import (
 	"context"
 	"encoding/base64"
 	"encoding/json"
+	"errors"
 	"io"
 	"math"
+	"mime"
 	"mime/multipart"
 	"net/http"
 	"net/http/httptest"
@@ -82,9 +84,10 @@ func TestTaskAdaptorRejectsDeprecatedClientResponse(t *testing.T) {
 }
 
 func TestTaskAdaptorBuildsMultipartFromOpaqueFileReference(t *testing.T) {
+	// The plugin forwards the client's Content-Type, whose boundary is not the one of the rebuilt body.
 	source := `
 export const meta = {apiVersion:1,key:"multipart",name:"Multipart",version:"1.0.0",author:{name:"Test"},models:["m"],fetchMode:"per_task"};
-export function buildSubmitRequest(ctx) { return {url:ctx.baseUrl+"/submit",bodyType:"multipart",parts:[{name:"model",value:"m"},{name:"input_reference",fileRef:ctx.files[0].ref}]}; }
+export function buildSubmitRequest(ctx) { return {url:ctx.baseUrl+"/submit",headers:{"Content-Type":ctx.requestHeaders["Content-Type"]},bodyType:"multipart",parts:[{name:"model",value:"m"},{name:"input_reference",fileRef:ctx.files[0].ref}]}; }
 export function parseSubmitResponse(ctx,r){return {taskId:"1"}} export function buildQueryRequest(){return {url:"https://example.com"}} export function parseTaskResult(){return {status:"SUCCESS"}}
 `
 	plugin, err := pluginruntime.NewRegistry().Register(source, pluginruntime.Options{})
@@ -107,7 +110,13 @@ export function parseSubmitResponse(ctx,r){return {taskId:"1"}} export function
 	require.NoError(t, err)
 	requestBytes, err := io.ReadAll(body)
 	require.NoError(t, err)
-	reader := multipart.NewReader(bytes.NewReader(requestBytes), strings.TrimPrefix(c.GetHeader("Content-Type"), "multipart/form-data; boundary="))
+	upstreamRequest := httptest.NewRequest(http.MethodPost, "https://provider.example/submit", bytes.NewReader(requestBytes))
+	require.NoError(t, adaptor.BuildRequestHeader(c, upstreamRequest, info))
+	mediaType, params, err := mime.ParseMediaType(upstreamRequest.Header.Get("Content-Type"))
+	require.NoError(t, err)
+	assert.Equal(t, "multipart/form-data", mediaType)
+	require.NotEmpty(t, params["boundary"])
+	reader := multipart.NewReader(bytes.NewReader(requestBytes), params["boundary"])
 	form, err := reader.ReadForm(1024)
 	require.NoError(t, err)
 	assert.Equal(t, []string{"m"}, form.Value["model"])
@@ -129,7 +138,8 @@ export function buildSubmitRequest(ctx) {
     prompt:"p",
     image:{__fileRef:ctx.files[0].ref,encoding:"base64"},
     nested:{items:[{__fileRef:ctx.files[0].ref,encoding:"dataUrl",mimeType:"image/png"}]},
-    dataUrl:{__fileRef:ctx.files[0].ref,encoding:"dataUrl"}
+    dataUrl:{__fileRef:ctx.files[0].ref,encoding:"dataUrl"},
+    refs:ctx.files.map(function(file){return file.ref;})
   }};
 }
 export function parseSubmitResponse(){return {taskId:"1"}} export function buildQueryRequest(){return {url:"https://example.com"}} export function parseTaskResult(){return {status:"SUCCESS"}}
@@ -154,6 +164,57 @@ export function parseSubmitResponse(){return {taskId:"1"}} export function build
 	require.Len(t, items, 1)
 	assert.Equal(t, "data:image/png;base64,"+encoded, items[0])
 	assert.Equal(t, "data:image/jpeg;base64,"+encoded, decoded["dataUrl"])
+	assert.Equal(t, []any{"request_file:input_reference"}, decoded["refs"])
+
+	t.Run("repeated field files are addressed by index", func(t *testing.T) {
+		second := base64.StdEncoding.EncodeToString([]byte("second-bytes"))
+		source := `
+export const meta = {apiVersion:1,key:"json-inline-repeat",name:"JSON Inline Repeat",version:"1.0.0",author:{name:"Test"},models:["m"],fetchMode:"per_task"};
+export function buildSubmitRequest(ctx) {
+  return {url:ctx.baseUrl+"/submit",body:{
+    refs:ctx.files.map(function(file){return file.ref;}),
+    images:ctx.files.map(function(file){return {__fileRef:file.ref,encoding:"base64"};}),
+    missing:{__fileRef:"request_file:image[]#2",encoding:"base64"}
+  }};
+}
+export function parseSubmitResponse(){return {taskId:"1"}} export function buildQueryRequest(){return {url:"https://example.com"}} export function parseTaskResult(){return {status:"SUCCESS"}}
+`
+		plugin, err := pluginruntime.NewRegistry().Register(source, pluginruntime.Options{})
+		require.NoError(t, err)
+		adaptor := New(plugin)
+		info := &relaycommon.RelayInfo{ChannelMeta: &relaycommon.ChannelMeta{ChannelBaseUrl: "https://provider.example"}, TaskRelayInfo: &relaycommon.TaskRelayInfo{}}
+		adaptor.Init(info)
+		var input bytes.Buffer
+		writer := multipart.NewWriter(&input)
+		for _, content := range []string{fileBytes, "second-bytes"} {
+			file, createErr := writer.CreateFormFile("image[]", "ref.png")
+			require.NoError(t, createErr)
+			_, err = file.Write([]byte(content))
+			require.NoError(t, err)
+		}
+		require.NoError(t, writer.Close())
+		c, _ := gin.CreateTestContext(httptest.NewRecorder())
+		c.Request = httptest.NewRequest(http.MethodPost, "/v1/images/edits", bytes.NewReader(input.Bytes()))
+		c.Request.Header.Set("Content-Type", writer.FormDataContentType())
+		c.Set("task_request", map[string]any{"prompt": "p"})
+		_, err = adaptor.BuildRequestBody(c, info)
+		require.ErrorContains(t, err, `unknown file reference "request_file:image[]#2"`, "an index beyond the uploaded files is rejected")
+
+		source = strings.Replace(source, `,
+    missing:{__fileRef:"request_file:image[]#2",encoding:"base64"}`, "", 1)
+		plugin, err = pluginruntime.NewRegistry().Register(source, pluginruntime.Options{})
+		require.NoError(t, err)
+		adaptor = New(plugin)
+		adaptor.Init(info)
+		body, err := adaptor.BuildRequestBody(c, info)
+		require.NoError(t, err)
+		requestBytes, err := io.ReadAll(body)
+		require.NoError(t, err)
+		var decoded map[string]any
+		require.NoError(t, common.Unmarshal(requestBytes, &decoded))
+		assert.Equal(t, []any{"request_file:image[]", "request_file:image[]#1"}, decoded["refs"])
+		assert.Equal(t, []any{encoded, second}, decoded["images"])
+	})
 }
 
 func TestTaskAdaptorJSONFilePlaceholderErrors(t *testing.T) {
@@ -351,6 +412,95 @@ export function buildSubmitRequest(ctx){return {url:ctx.baseUrl+"/submit"}} expo
 	assert.Contains(t, taskErr.Message, "must not return renderer")
 }
 
+func TestTaskAdaptorMasksChannelAddressInBuildFailure(t *testing.T) {
+	source := `
+export const meta = {apiVersion:1,key:"build-fail",name:"Build Fail",version:"1.0.0",author:{name:"Test"},models:["m"],fetchMode:"per_task",allowedHosts:["assets.corp.internal"]};
+export function buildSubmitRequest(ctx){throw new Error("utils.fetch to private.example.com failed: dial tcp: lookup private.example.com: no such host; utils.fetch to assets.corp.internal failed: dial tcp: lookup assets.corp.internal: no such host")}
+export function parseSubmitResponse(){return {taskId:"one"}} export function buildQueryRequest(){return {}} export function parseTaskResult(){return {status:"SUCCESS"}}
+`
+	plugin, err := pluginruntime.NewRegistry().Register(source, pluginruntime.Options{})
+	require.NoError(t, err)
+	c, _ := gin.CreateTestContext(httptest.NewRecorder())
+	c.Request = httptest.NewRequest(http.MethodPost, "/v1/video/generations", nil)
+	c.Set("task_request", map[string]any{"model": "m"})
+	common.SetContextKey(c, constant.ContextKeyChannelBaseUrl, "https://private.example.com")
+	info := &relaycommon.RelayInfo{ChannelMeta: &relaycommon.ChannelMeta{ChannelBaseUrl: "https://private.example.com"}, TaskRelayInfo: &relaycommon.TaskRelayInfo{}, OriginModelName: "m"}
+	adaptor := New(plugin)
+	adaptor.Init(info)
+
+	taskErr := adaptor.ValidateRequestAndSetAction(c, info)
+
+	require.NotNil(t, taskErr)
+	assert.Equal(t, "plugin_request_invalid", taskErr.Code)
+	assert.True(t, taskErr.LocalError)
+	assert.Contains(t, taskErr.Message, "no such host")
+	assert.NotContains(t, taskErr.Message, "private.example.com")
+	assert.NotContains(t, taskErr.Message, "assets.corp.internal")
+}
+
+const orderedProtocolPlugin = `
+export const meta = {apiVersion:1,key:"ordered",name:"Ordered",version:"1.0.0",author:{name:"Test"},models:["m"],fetchMode:"per_task",requiredCapabilities:["json-order@1"],protocols:[{name:"openai_responses",supports:["sync"]}]};
+export const protocols = {openai_responses:{decodeRequest:function(ctx){const b = ctx.body.value; return {kind:"submit",model:ctx.model,requestBody:{model:b.model,state:b.state,questions:b.questions}};},renderFinal:function(){return {};}}};
+export function buildSubmitRequest(ctx){const b = ctx.requestBody; return {url:ctx.baseUrl+"/submit",body:{model:b.model,state:b.state,questions:b.questions}}}
+export function parseSubmitResponse(){return {taskId:"one"}} export function buildQueryRequest(){return {}} export function parseTaskResult(){return {status:"SUCCESS"}}
+`
+
+// A plugin declaring json-order@1 forwards the members in the order the client
+// sent them, through the final decode, the request body hooks receive and the
+// upstream body, while billing bounds still read the decoded value; other
+// plugins keep the host codec's sorted encoding.
+func TestTaskAdaptorJSONOrderCapability(t *testing.T) {
+	client := `{"model":"m","state":{"zeta":"1","alpha":"2","mid":"&<>"},"questions":{"q2":{"type":"noul"},"q1":{"type":"noul"}}}`
+	undeclared := strings.Replace(orderedProtocolPlugin, `requiredCapabilities:["json-order@1"],`, "", 1)
+	cases := []struct {
+		name   string
+		source string
+		client string
+		want   string
+		status int
+	}{
+		{name: "declared keeps the client's order", source: orderedProtocolPlugin, client: client,
+			want: `{"model":"m","state":{"zeta":"1","alpha":"2","mid":"&<>"},"questions":{"q2":{"type":"noul"},"q1":{"type":"noul"}}}`},
+		{name: "undeclared stays sorted", source: undeclared, client: client,
+			want: `{"model":"m","questions":{"q1":{"type":"noul"},"q2":{"type":"noul"}},"state":{"alpha":"2","mid":"\u0026\u003c\u003e","zeta":"1"}}`},
+		{name: "declared still bounds billing quantities", source: orderedProtocolPlugin,
+			client: `{"model":"m","state":{"duration":3601},"questions":{}}`, status: http.StatusBadRequest},
+	}
+	for _, tc := range cases {
+		t.Run(tc.name, func(t *testing.T) {
+			plugin, err := pluginruntime.NewRegistry().Register(tc.source, pluginruntime.Options{})
+			require.NoError(t, err)
+			var value any
+			require.NoError(t, common.Unmarshal([]byte(tc.client), &value))
+			protocolContext := pluginruntime.ProtocolRequestContext{
+				RouteRequestContext: pluginruntime.RouteRequestContext{Body: map[string]any{"kind": "json", "value": value}, BodyText: json.RawMessage(tc.client)},
+				Protocol:            "openai_responses", Model: "m",
+			}
+			c, _ := gin.CreateTestContext(httptest.NewRecorder())
+			c.Request = httptest.NewRequest(http.MethodPost, "/v1/responses", nil)
+			c.Set(pluginruntime.ContextKeyPinnedEndpoint, pluginruntime.PinnedEndpoint{Plugin: plugin, Protocol: "openai_responses", Model: "m"})
+			c.Set(pluginruntime.ContextKeyProtocolRequest, protocolContext)
+			info := &relaycommon.RelayInfo{ChannelMeta: &relaycommon.ChannelMeta{ChannelBaseUrl: "https://provider.example"}, TaskRelayInfo: &relaycommon.TaskRelayInfo{}, OriginModelName: "m"}
+			adaptor := New(plugin)
+			adaptor.Init(info)
+
+			taskErr := adaptor.ValidateRequestAndSetAction(c, info)
+			if tc.status != 0 {
+				require.NotNil(t, taskErr)
+				assert.Equal(t, tc.status, taskErr.StatusCode)
+				assert.Equal(t, "plugin_usage_invalid", taskErr.Code)
+				return
+			}
+			require.Nil(t, taskErr)
+			body, err := adaptor.BuildRequestBody(c, info)
+			require.NoError(t, err)
+			raw, err := io.ReadAll(body)
+			require.NoError(t, err)
+			assert.Equal(t, tc.want, string(raw))
+		})
+	}
+}
+
 func TestTaskAdaptorBuildContentRequestHookAndMissingFallback(t *testing.T) {
 	source := strings.Replace(mockPlugin, `export function listArtifacts() { return []; }
 export function buildContentRequest() { throw new Error("artifact_not_found"); }`, `export function listArtifacts(task) { return [{key: "video", type: "video", mimeType: "video/mp4"}]; }
@@ -376,7 +526,7 @@ export function buildContentRequest(ctx) {
 	artifacts, err := adaptor.ListArtifacts(task)
 	require.NoError(t, err)
 	require.Equal(t, []channel.TaskArtifact{{Key: "video", Type: "video", MimeType: "video/mp4"}}, artifacts)
-	descriptor, err := adaptor.BuildContentRequest(task, "video", channel.TaskArtifactClientRequest{Method: http.MethodHead})
+	descriptor, err := adaptor.BuildContentRequest(t.Context(), task, "video", channel.TaskArtifactClientRequest{Method: http.MethodHead})
 	require.NoError(t, err)
 	require.NotNil(t, descriptor)
 	assert.Equal(t, "https://provider.example/content/video", descriptor.URL)
@@ -396,7 +546,7 @@ export function parseTaskResult(){return {status:"SUCCESS"};}
 	artifacts, err = fallback.ListArtifacts(&model.Task{})
 	require.NoError(t, err)
 	assert.Nil(t, artifacts)
-	descriptor, err = fallback.BuildContentRequest(&model.Task{}, "video", channel.TaskArtifactClientRequest{Method: http.MethodGet})
+	descriptor, err = fallback.BuildContentRequest(t.Context(), &model.Task{}, "video", channel.TaskArtifactClientRequest{Method: http.MethodGet})
 	require.NoError(t, err)
 	assert.Nil(t, descriptor)
 }
@@ -437,6 +587,7 @@ export function buildContentRequest(ctx) { return {url:"https://cdn.example/vide
 	adaptor := New(plugin)
 	adaptor.Init(&relaycommon.RelayInfo{ChannelMeta: &relaycommon.ChannelMeta{ChannelBaseUrl: "https://provider.example"}})
 	descriptor, err := adaptor.BuildContentRequest(
+		t.Context(),
 		&model.Task{TaskID: "task", Data: []byte(`{}`)},
 		"video",
 		channel.TaskArtifactClientRequest{Method: http.MethodGet},
@@ -447,6 +598,59 @@ export function buildContentRequest(ctx) { return {url:"https://cdn.example/vide
 	assert.Equal(t, "https://cdn.example/video.mp4", descriptor.URL)
 }
 
+func TestTaskAdaptorHookFetchReachesRequestHostsOnly(t *testing.T) {
+	service.InitHttpClient()
+	extra := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		_, _ = w.Write([]byte(`{"from":"extra"}`))
+	}))
+	defer extra.Close()
+	base := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		switch r.URL.Path {
+		case "/info":
+			assert.Equal(t, "Bearer key", r.Header.Get("Authorization"))
+			_, _ = w.Write([]byte(`{"from":"base"}`))
+		case "/moved":
+			http.Redirect(w, r, extra.URL+"/elsewhere", http.StatusFound)
+		default:
+			t.Errorf("unexpected request %s", r.URL.Path)
+		}
+	}))
+	defer base.Close()
+	source := strings.Replace(mockPlugin, `fetchMode: "per_task",`, `fetchMode: "per_task", allowedHosts: ["`+strings.TrimPrefix(extra.URL, "http://")+`"],`, 1)
+	source = strings.Replace(source, `export function listArtifacts() { return []; }
+export function buildContentRequest() { throw new Error("artifact_not_found"); }`, `export function listArtifacts() { return [{key: "video", type: "video"}]; }
+export function buildContentRequest(ctx) {
+  const base = utils.fetch({url: ctx.baseUrl + "/info", headers: {Authorization: "Bearer " + ctx.apiKey}});
+  const extra = utils.fetch({url: "http://" + meta.allowedHosts[0] + "/info"});
+  const moved = utils.fetch({url: ctx.baseUrl + "/moved"});
+  let denied = "";
+  try { utils.fetch({url: "https://other.example/info"}); } catch (e) { denied = e.message; }
+  return {url: ctx.baseUrl + "/content", method: "GET", headers: {
+    "X-Base": base.body.from, "X-Extra": extra.body.from, "X-Moved": moved.status + " " + moved.headers.Location, "X-Denied": denied,
+  }};
+}`, 1)
+	source = strings.Replace(source, `render: function(ctx, task) { return {id: task.task_id, status: "completed"}; }`,
+		`render: function(ctx, task) { return utils.fetch({url: "https://provider.example/info"}).body; }`, 1)
+	plugin, err := pluginruntime.NewRegistry().Register(source, pluginruntime.Options{})
+	require.NoError(t, err)
+	adaptor := New(plugin)
+	adaptor.Init(&relaycommon.RelayInfo{ChannelMeta: &relaycommon.ChannelMeta{ChannelBaseUrl: base.URL, ApiKey: "key"}})
+
+	descriptor, err := adaptor.BuildContentRequest(t.Context(), &model.Task{TaskID: "task", Data: []byte(`{}`)}, "video", channel.TaskArtifactClientRequest{Method: http.MethodGet})
+	require.NoError(t, err)
+	require.NotNil(t, descriptor)
+	assert.Equal(t, map[string]string{
+		"X-Base":   "base",
+		"X-Extra":  "extra",
+		"X-Moved":  "302 " + extra.URL + "/elsewhere",
+		"X-Denied": `utils.fetch to other.example failed: plugin request host "other.example" is not allowed`,
+	}, descriptor.Headers)
+
+	// Renderers run on every client read and may not fetch.
+	_, err = adaptor.ConvertToOpenAIVideo(&model.Task{TaskID: "task_public", Status: model.TaskStatusSuccess})
+	assert.ErrorContains(t, err, "utils.fetch is not available in protocols.openai_video.render")
+}
+
 func TestTaskAdaptorMapsJSContract(t *testing.T) {
 	gin.SetMode(gin.TestMode)
 	service.InitHttpClient()
@@ -610,13 +814,22 @@ func TestTaskAdaptorPreservesSoraVideoResponseFields(t *testing.T) {
 }
 
 func TestTaskAdaptorRejectsNonObjectOpenAIVideoRendererOutput(t *testing.T) {
-	for _, value := range []string{"null", "[]", `"video"`, "42", "false"} {
+	for value, message := range map[string]string{
+		"null":           "plugin returned an invalid OpenAI video object",
+		"undefined":      "plugin returned an invalid OpenAI video object",
+		"[]":             "plugin returned an invalid OpenAI video object",
+		`"video"`:        "plugin returned an invalid OpenAI video object",
+		"42":             "plugin returned an invalid OpenAI video object",
+		"false":          "plugin returned an invalid OpenAI video object",
+		"{seconds: NaN}": "json: unsupported value: NaN",
+		"[Infinity]":     "json: unsupported value: +Inf",
+	} {
 		t.Run(value, func(t *testing.T) {
 			source := strings.Replace(mockPlugin, `return {id: task.task_id, status: "completed"};`, "return "+value+";", 1)
 			plugin, err := pluginruntime.NewRegistry().Register(source, pluginruntime.Options{})
 			require.NoError(t, err)
 			_, err = New(plugin).ConvertToOpenAIVideo(&model.Task{TaskID: "task_public"})
-			require.ErrorContains(t, err, "invalid OpenAI video object")
+			require.EqualError(t, err, message)
 		})
 	}
 }
@@ -808,6 +1021,53 @@ export function extractUsageOnComplete(task, result, body) { return (body || {})
 		assert.Nil(t, ratios)
 	})
 
+	t.Run("duration -1 passes only for plugins that declare duration-auto@1", func(t *testing.T) {
+		declaring, err := pluginruntime.NewRegistry().Register(strings.Replace(source, `fetchMode: "per_task",`, `fetchMode: "per_task", requiredCapabilities: ["duration-auto@1"],`, 1), pluginruntime.Options{})
+		require.NoError(t, err)
+		for _, tc := range []struct {
+			name      string
+			declaring bool
+			body      map[string]any
+			accepted  bool
+		}{
+			{"undeclared plugins keep rejecting it", false, map[string]any{"metadata": map[string]any{"duration": -1}}, false},
+			{"vendor parameters and declared usage fields", true, map[string]any{
+				"duration": -1,
+				"metadata": map[string]any{"seconds": "-1", "parameters": map[string]any{"durationSeconds": -1}},
+			}, true},
+			{"other negative durations", true, map[string]any{"metadata": map[string]any{"duration": -2}}, false},
+			{"durations above the host limit", true, map[string]any{"metadata": map[string]any{"duration": relaycommon.MaxTaskDurationSeconds + 1}}, false},
+			{"negative counts", true, map[string]any{"metadata": map[string]any{"count": -1}}, false},
+		} {
+			t.Run(tc.name, func(t *testing.T) {
+				adaptor, context, info := newRequest(t, tc.body)
+				if tc.declaring {
+					adaptor = New(declaring)
+					adaptor.Init(info)
+				}
+				taskErr := adaptor.ValidateRequestAndSetAction(context, info)
+				if tc.accepted {
+					assert.Nil(t, taskErr)
+					return
+				}
+				require.NotNil(t, taskErr)
+				assert.Equal(t, "plugin_usage_invalid", taskErr.Code)
+			})
+		}
+
+		adaptor, context, info := newRequest(t, map[string]any{
+			"metadata":         map[string]any{"duration": -1},
+			"hookUsageEntries": []any{map[string]any{"name": "duration", "value": -1}},
+		})
+		adaptor = New(declaring)
+		adaptor.Init(info)
+		require.Nil(t, adaptor.ValidateRequestAndSetAction(context, info))
+		_, err = adaptor.ExtractUsageFactsValidated(context, info)
+		assert.Error(t, err, "usage facts stay non-negative")
+		_, err = adaptor.EstimateBillingValidated(context, info)
+		assert.Error(t, err, "billing ratios stay non-negative")
+	})
+
 	t.Run("declared token facts use int32 saturation instead of duration cap", func(t *testing.T) {
 		adaptor, context, info := newRequest(t, map[string]any{
 			"hookUsageEntries": []any{
@@ -1100,6 +1360,26 @@ func TestSubmitContextOriginTasksNilDataOnInvalidJSON(t *testing.T) {
 	assert.Nil(t, originTasks[0]["data"])
 }
 
+func TestSubmitContextNormalizesRequestBodyOnEveryCall(t *testing.T) {
+	plugin, err := pluginruntime.NewRegistry().Register(mockPlugin, pluginruntime.Options{})
+	require.NoError(t, err)
+	adaptor := New(plugin)
+	info := &relaycommon.RelayInfo{ChannelMeta: &relaycommon.ChannelMeta{ChannelBaseUrl: "https://provider.example"}, TaskRelayInfo: &relaycommon.TaskRelayInfo{}}
+	adaptor.Init(info)
+	c, _ := gin.CreateTestContext(httptest.NewRecorder())
+	c.Request = httptest.NewRequest(http.MethodPost, "/v1/videos", nil)
+	c.Set("task_request", map[string]any{"prompt": string([]byte{0xff}), "count": int64(math.MaxInt64)})
+
+	normalized := map[string]any{"prompt": "�", "count": float64(math.MaxInt64)}
+	assert.Equal(t, normalized, adaptor.submitContext(c, info)["requestBody"])
+	assert.Equal(t, normalized, adaptor.submitContext(c, info)["requestBody"])
+	assert.Equal(t, normalized, adaptor.submitContext(nil, info)["requestBody"])
+
+	replaced := map[string]any{"prompt": "second", "count": int64(2)}
+	c.Set("task_request", replaced)
+	assert.Equal(t, replaced, adaptor.submitContext(c, info)["requestBody"])
+}
+
 func TestTaskAdaptorRejectsRequestHostOverride(t *testing.T) {
 	source := strings.Replace(mockPlugin, `ctx.baseUrl + "/submit"`, `"https://attacker.example/steal"`, 1)
 	plugin, err := pluginruntime.NewRegistry().Register(source, pluginruntime.Options{Key: "mock-task", Version: "1.0.0"})
@@ -1464,10 +1744,10 @@ export function extractUsageOnComplete(ctx,result,body){return body.usage;}
 `
 	plugin, err := pluginruntime.NewRegistry().Register(source, pluginruntime.Options{})
 	require.NoError(t, err)
-	newRequest := func(t *testing.T, upstream string, body map[string]any) (*TaskAdaptor, *gin.Context, *relaycommon.RelayInfo) {
+	newRequest := func(t *testing.T, origin, upstream string, body map[string]any) (*TaskAdaptor, *gin.Context, *relaycommon.RelayInfo) {
 		t.Helper()
 		info := &relaycommon.RelayInfo{
-			OriginModelName: "public-alias",
+			OriginModelName: origin,
 			ChannelMeta: &relaycommon.ChannelMeta{
 				UpstreamModelName: upstream, ChannelBaseUrl: "https://provider.example",
 			},
@@ -1482,18 +1762,20 @@ export function extractUsageOnComplete(ctx,result,body){return body.usage;}
 	}
 
 	for _, tc := range []struct {
-		name, upstream, rewrite, mode string
-		units                         float64
-		wantError                     bool
+		name, origin, upstream, rewrite, mode string
+		units                                 float64
+		wantError                             bool
 	}{
-		{"mapped image", "image", "", "image", 2, false},
-		{"mapped video token units", "video", "", "video", 500000, false},
-		{"rewritten model", "image", "video", "video", 500000, false},
-		{"image count ceiling", "image", "", "image", float64(dto.MaxImageN + 1), true},
-		{"profile enum", "image", "", "video", 2, true},
+		{"mapped image", "public-alias", "image", "", "image", 2, false},
+		{"mapped video token units", "public-alias", "video", "", "video", 500000, false},
+		{"rewritten model", "public-alias", "image", "video", "video", 500000, false},
+		{"image count ceiling", "public-alias", "image", "", "image", float64(dto.MaxImageN + 1), true},
+		{"profile enum", "public-alias", "image", "", "video", 2, true},
+		{"endpoint upstream keeps the declared origin profile", "image", "ep-endpoint", "", "image", 2, false},
+		{"endpoint upstream enforces the origin count ceiling", "image", "ep-endpoint", "", "image", float64(dto.MaxImageN + 1), true},
 	} {
 		t.Run(tc.name, func(t *testing.T) {
-			adaptor, c, info := newRequest(t, tc.upstream, map[string]any{
+			adaptor, c, info := newRequest(t, tc.origin, tc.upstream, map[string]any{
 				"hookUnits": tc.units, "hookMode": tc.mode, "rewriteTo": tc.rewrite,
 			})
 			require.Nil(t, adaptor.ValidateRequestAndSetAction(c, info))
@@ -1514,7 +1796,7 @@ export function extractUsageOnComplete(ctx,result,body){return body.usage;}
 	}
 
 	t.Run("request revalidated after model rewrite", func(t *testing.T) {
-		adaptor, c, info := newRequest(t, "video", map[string]any{
+		adaptor, c, info := newRequest(t, "public-alias", "video", map[string]any{
 			"rewriteTo": "image", "metadata": map[string]any{"units": dto.MaxImageN + 1},
 		})
 		taskErr := adaptor.ValidateRequestAndSetAction(c, info)
@@ -1523,7 +1805,7 @@ export function extractUsageOnComplete(ctx,result,body){return body.usage;}
 	})
 
 	t.Run("request enum belongs to the rewritten model", func(t *testing.T) {
-		adaptor, c, info := newRequest(t, "video", map[string]any{
+		adaptor, c, info := newRequest(t, "public-alias", "video", map[string]any{
 			"rewriteTo": "image", "mode": "image", "units": 2,
 		})
 		require.Nil(t, adaptor.ValidateRequestAndSetAction(c, info))
@@ -1531,7 +1813,7 @@ export function extractUsageOnComplete(ctx,result,body){return body.usage;}
 	})
 
 	t.Run("completion selects each persisted model including legacy origin fallback", func(t *testing.T) {
-		adaptor, _, _ := newRequest(t, "image", map[string]any{})
+		adaptor, _, _ := newRequest(t, "public-alias", "image", map[string]any{})
 		for _, tc := range []struct {
 			upstream, origin, mode string
 			units                  float64
@@ -1542,6 +1824,8 @@ export function extractUsageOnComplete(ctx,result,body){return body.usage;}
 			{"", "video", "video", 500000, true},
 			{"image", "public-alias", "image", float64(dto.MaxImageN + 1), false},
 			{"video", "public-alias", "image", 1, false},
+			{"ep-endpoint", "image", "image", 2, true},
+			{"ep-endpoint", "image", "image", float64(dto.MaxImageN + 1), false},
 		} {
 			task := &model.Task{Properties: model.Properties{OriginModelName: tc.origin, UpstreamModelName: tc.upstream}}
 			body, err := common.Marshal(map[string]any{"usage": map[string]any{"units": tc.units, "mode": tc.mode}})
@@ -1561,7 +1845,7 @@ export function extractUsageOnComplete(ctx,result,body){return body.usage;}
 			`export function extractUsageOnComplete(ctx,result,body){return body.usage;}`,
 			`export function extractUsageOnComplete(){return {legacyRatio:3};}`, 1), pluginruntime.Options{})
 		require.NoError(t, err)
-		_, _, info := newRequest(t, "image", map[string]any{})
+		_, _, info := newRequest(t, "public-alias", "image", map[string]any{})
 		adaptor := New(updated)
 		adaptor.Init(info)
 		result, err := adaptor.ParseTaskResult(&model.Task{Properties: model.Properties{UpstreamModelName: "image"}},
@@ -1574,20 +1858,23 @@ export function extractUsageOnComplete(ctx,result,body){return body.usage;}
 	})
 
 	t.Run("mixed batch selects schema by task rather than adaptor", func(t *testing.T) {
-		adaptor, _, _ := newRequest(t, "image", map[string]any{})
+		adaptor, _, _ := newRequest(t, "public-alias", "image", map[string]any{})
 		tasks := []*model.Task{
 			{TaskID: "video-task", Properties: model.Properties{UpstreamModelName: "video"}},
 			{TaskID: "image-task", Properties: model.Properties{UpstreamModelName: "image"}},
 			{TaskID: "invalid-image", Properties: model.Properties{UpstreamModelName: "image"}},
+			{TaskID: "endpoint-image", Properties: model.Properties{OriginModelName: "image", UpstreamModelName: "ep-endpoint"}},
 		}
 		body := []byte(`{"items":[
 {"taskId":"image-task","status":"SUCCESS","data":{"usage":{"units":2,"mode":"image"}}},
 {"taskId":"video-task","status":"SUCCESS","data":{"usage":{"units":500000,"mode":"video"}}},
-{"taskId":"invalid-image","status":"SUCCESS","data":{"usage":{"units":129,"mode":"image"}}}
+{"taskId":"invalid-image","status":"SUCCESS","data":{"usage":{"units":129,"mode":"image"}}},
+{"taskId":"endpoint-image","status":"SUCCESS","data":{"usage":{"units":129,"mode":"image"}}}
 ]}`)
 		results, err := adaptor.ParseBatchResult(tasks, &http.Response{StatusCode: http.StatusOK}, body)
 		require.NoError(t, err)
-		require.Len(t, results, 3)
+		require.Len(t, results, 4)
+		assert.Nil(t, results["endpoint-image"].TaskInfo.UsageFacts, "endpoint upstream must keep the origin profile's count ceiling")
 		assert.Equal(t, map[string]any{"units": 500000.0, "mode": "video"}, results["video-task"].TaskInfo.UsageFacts)
 		assert.Equal(t, map[string]any{"units": 2.0, "mode": "image"}, results["image-task"].TaskInfo.UsageFacts)
 		assert.Nil(t, results["invalid-image"].TaskInfo.UsageFacts)
@@ -1698,22 +1985,27 @@ func TestTaskSubmitStreamIdleTimeout(t *testing.T) {
 }
 
 func TestPluginJSONValuesPreserveCodecNormalizationAndIsolation(t *testing.T) {
-	for _, value := range []any{
-		map[string]any{"units": int64(3), "nested": []any{true, "<image> / 图像", math.Copysign(0, -1), nil}},
-		map[string]any{"empty": []any{}, "null": []any(nil), "object": map[string]any(nil)},
-		map[string]any{"large": int64(math.MaxInt64), "invalid UTF-8": string([]byte{0xff, 0xfe})},
-		map[string]any{string([]byte{0xff}): "invalid key"},
-		map[string]any{"bytes": []byte{0, 1, 255}, "number": json.Number("9007199254740993")},
-		json.RawMessage(`{"units":2,"enabled":false}`),
-		struct {
+	for _, tc := range []struct {
+		value any
+		plain bool
+	}{
+		{map[string]any{"units": int64(3), "nested": []any{true, "<image> / 图像", math.Copysign(0, -1), nil}}, true},
+		{map[string]any{"empty": []any{}, "object": map[string]any(nil)}, true},
+		{map[string]any{"null": []any(nil)}, false},
+		{map[string]any{"large": int64(math.MaxInt64), "invalid UTF-8": string([]byte{0xff, 0xfe})}, false},
+		{map[string]any{string([]byte{0xff}): "invalid key"}, false},
+		{map[string]any{"bytes": []byte{0, 1, 255}, "number": json.Number("9007199254740993")}, false},
+		{json.RawMessage(`{"units":2,"enabled":false}`), false},
+		{struct {
 			Units int `json:"units"`
-		}{Units: 0},
+		}{Units: 0}, false},
 	} {
-		encoded, err := common.Marshal(value)
+		encoded, err := common.Marshal(tc.value)
 		require.NoError(t, err)
 		var expected any
 		require.NoError(t, common.Unmarshal(encoded, &expected))
-		assert.Equal(t, expected, jsonValue(value))
+		assert.Equal(t, expected, jsonValue(tc.value))
+		assert.Equal(t, tc.plain, isPlainJSONValue(tc.value, 0))
 	}
 	source := map[string]any{"items": []any{map[string]any{"label": "original"}}}
 	copy := jsonValue(source).(map[string]any)
@@ -1721,6 +2013,86 @@ func TestPluginJSONValuesPreserveCodecNormalizationAndIsolation(t *testing.T) {
 	assert.Equal(t, "original", source["items"].([]any)[0].(map[string]any)["label"])
 }
 
+func TestRequestDescriptorDecodingMatchesCodec(t *testing.T) {
+	engine, err := pluginruntime.Compile(`
+class Descriptor { constructor() { this.url = "u"; this.method = "PUT"; } }
+let deep = "leaf";
+for (let i = 0; i < 70; i++) deep = [deep];
+const results = {
+  "plain body": () => ({url: "https://provider.example/submit", method: "POST", headers: {"X-Plugin": "submit"}, body: {
+    units: 3, large: 2 ** 60, zero: -0, text: "<image> &   图像", missing: undefined,
+    items: [null, true, 1.5, {}, [], undefined],
+  }}),
+  "argument body": (arg) => ({url: "u", body: arg}),
+  "argument headers": (arg) => ({url: "u", headers: arg.headers}),
+  "changed argument body": (arg) => { arg.units = 4; return {url: "u", body: arg}; },
+  "string body": () => ({url: "u", body: '{"raw":true}'}),
+  "null body": () => ({url: "u", body: null}),
+  "undefined body": () => ({url: "u", body: undefined}),
+  "no body": () => ({url: "u", credentialless: true}),
+  "class instance": () => new Descriptor(),
+  "null prototype": () => Object.assign(Object.create(null), {url: "u", body: {a: 1}}),
+  "getter body": () => ({url: "u", get body() { return {from: "getter"}; }}),
+  "date body": () => ({url: "u", body: {at: new Date(0)}}),
+  "typed array body": () => ({url: "u", body: new Uint8Array([0, 1, 255])}),
+  "deep body": () => ({url: "u", body: deep}),
+  "capitalized body key": () => ({url: "u", Body: {from: "Body"}}),
+  "body and capitalized body": () => ({url: "u", body: {from: "body"}, Body: {from: "Body"}, BODY: "upper"}),
+  "case-insensitive other field": () => ({URL: "u", Method: "PUT", body: "text"}),
+  "NaN body": () => ({url: "u", body: {ratio: NaN}}),
+  "infinite method": () => ({url: "u", method: Infinity, body: {}}),
+  "cyclic body": () => { const body = {}; body.self = body; return {url: "u", body}; },
+  "invalid header": () => ({url: "u", headers: {x: 1}, body: {}}),
+  "invalid parts": () => ({url: "u", parts: "none", body: {}}),
+  "not an object": () => "descriptor",
+  "throwing getter": () => ({url: "u", get body() { throw new Error("getter failed"); }}),
+};
+export function build(name, arg) { return results[name](arg); }
+`, pluginruntime.Options{})
+	require.NoError(t, err)
+	argument := func() map[string]any {
+		return map[string]any{
+			"units": int64(3), "large": int64(math.MaxInt64), "zero": math.Copysign(0, -1),
+			"headers": map[string]any{"X-Plugin": "submit"},
+			"items":   []any{nil, true, 1.5, map[string]any{"label": "original"}, []any{}},
+		}
+	}
+	for _, name := range []string{
+		"plain body", "argument body", "argument headers", "changed argument body", "string body", "null body",
+		"undefined body", "no body", "class instance", "null prototype", "getter body", "date body",
+		"typed array body", "deep body", "capitalized body key", "body and capitalized body",
+		"case-insensitive other field", "NaN body", "infinite method", "cyclic body", "invalid header",
+		"invalid parts", "not an object", "throwing getter",
+	} {
+		var expected requestDescriptor
+		value, expectedErr := engine.Call(t.Context(), "build", name, argument())
+		hookFailed := expectedErr != nil
+		if !hookFailed {
+			expectedErr = convert(value, &expected)
+		}
+		var decoded requestDescriptor
+		err := engine.CallInto(t.Context(), &decoded, "build", name, argument())
+		if expectedErr != nil {
+			require.EqualError(t, err, expectedErr.Error(), name)
+			var invalid *pluginruntime.ResultError
+			assert.Equal(t, !hookFailed, errors.As(err, &invalid), name)
+			continue
+		}
+		require.NoError(t, err, name)
+		assert.Equal(t, expected, decoded, name)
+		expectedJSON, err := common.Marshal(expected)
+		require.NoError(t, err, name)
+		decodedJSON, err := common.Marshal(decoded)
+		require.NoError(t, err, name)
+		assert.Equal(t, string(expectedJSON), string(decodedJSON), name)
+	}
+	source := argument()
+	var decoded requestDescriptor
+	require.NoError(t, engine.CallInto(t.Context(), &decoded, "build", "argument body", source))
+	decoded.Body.(map[string]any)["items"].([]any)[3].(map[string]any)["label"] = "changed"
+	assert.Equal(t, "original", source["items"].([]any)[3].(map[string]any)["label"])
+}
+
 func TestTaskSubmitHooksReceiveIndependentRequestSnapshots(t *testing.T) {
 	source := `
 export const meta={apiVersion:1,key:"request-copy",name:"Request copy",version:"1.0.0",author:{name:"Test"},models:["copy"],fetchMode:"per_task",usageSchema:{units:{type:"number",unit:"count"}}};
@@ -1752,6 +2124,39 @@ export function parseTaskResult(){return {status:"SUCCESS"};}
 	assert.Equal(t, "original", request["nested"].(map[string]any)["label"])
 }
 
+func TestTaskUsageValidationLeavesReturnedHostRequestUnchanged(t *testing.T) {
+	// Returning ctx.requestBody hands back the host request map itself, so
+	// normalized facts must be built in a new map.
+	source := `
+export const meta={apiVersion:1,key:"request-usage",name:"Request usage",version:"1.0.0",author:{name:"Test"},models:["usage"],fetchMode:"per_task",usageSchema:{units:{type:"number",unit:"count"}}};
+export function buildSubmitRequest(ctx){return {url:ctx.baseUrl+"/submit",body:ctx.requestBody};}
+export function extractUsage(ctx){return ctx.requestBody;}
+export function parseSubmitResponse(){return {taskId:"usage"};}
+export function buildQueryRequest(ctx){return {url:ctx.baseUrl+"/query"};}
+export function parseTaskResult(){return {status:"SUCCESS"};}
+`
+	plugin, err := pluginruntime.CompilePlugin(source, pluginruntime.Options{})
+	require.NoError(t, err)
+	request := map[string]any{"units": int64(2)}
+	c, _ := gin.CreateTestContext(httptest.NewRecorder())
+	c.Request = httptest.NewRequest(http.MethodPost, "/submit", nil)
+	c.Set("task_request", request)
+	info := &relaycommon.RelayInfo{OriginModelName: "usage", ChannelMeta: &relaycommon.ChannelMeta{UpstreamModelName: "usage", ChannelBaseUrl: "https://provider.example"}, TaskRelayInfo: &relaycommon.TaskRelayInfo{}}
+	adaptor := New(plugin)
+	adaptor.Init(info)
+	require.Nil(t, adaptor.ValidateRequestAndSetAction(c, info))
+	facts, err := adaptor.ExtractUsageFactsValidated(c, info)
+	require.NoError(t, err)
+	assert.Equal(t, map[string]any{"units": float64(2)}, facts)
+	assert.Equal(t, int64(2), request["units"])
+	estimateRequest := map[string]any{"units": int64(2)}
+	c.Set("task_request", estimateRequest)
+	ratios, err := adaptor.EstimateBillingValidated(c, info)
+	require.NoError(t, err)
+	assert.Equal(t, map[string]float64{"units": 2}, ratios)
+	assert.Equal(t, int64(2), estimateRequest["units"])
+}
+
 func TestTaskSubmitDeltaStreamContract(t *testing.T) {
 	source := strings.Replace(documentStreamPlugin, `submitResponseTypes:["json","sse"],`, `submitResponseTypes:["json","sse"],requiredCapabilities:["submit-sse-delta@1"],`, 1) + `
 export function parseSubmitEventDelta(ctx,event,previous) {
@@ -1808,6 +2213,26 @@ export function parseSubmitEventDelta(ctx,event,previous) {
 			assert.Equal(t, map[string]any{"units": float64(0)}, parsed.Immediate.UsageFacts)
 		})
 	}
+
+	t.Run("delta hook exported without the declaration", func(t *testing.T) {
+		undeclared := strings.Replace(source, `requiredCapabilities:["submit-sse-delta@1"],`, "", 1)
+		undeclared = strings.Replace(undeclared, "export function parseSubmitEvent(", "function unusedSnapshotHook(", 1)
+		plugin, err := pluginruntime.CompilePlugin(undeclared, pluginruntime.Options{})
+		require.NoError(t, err)
+		require.Empty(t, plugin.Meta.RequiredCapabilities)
+		info := &relaycommon.RelayInfo{OriginModelName: "alias", ChannelMeta: &relaycommon.ChannelMeta{UpstreamModelName: "document", ChannelBaseUrl: "https://provider.example"}, TaskRelayInfo: &relaycommon.TaskRelayInfo{PublicTaskID: "public-document"}}
+		adaptor := New(plugin)
+		adaptor.Init(info)
+		c, _ := gin.CreateTestContext(httptest.NewRecorder())
+		c.Request = httptest.NewRequest(http.MethodPost, "/compile", nil)
+		c.Set("task_request", map[string]any{})
+		require.Nil(t, adaptor.ValidateRequestAndSetAction(c, info))
+		stream := "data: " + first + "\n\ndata: " + last + "\n\n"
+		response := &http.Response{StatusCode: http.StatusOK, Header: http.Header{"Content-Type": {"text/event-stream"}}, Body: io.NopCloser(strings.NewReader(stream))}
+		parsed, taskErr := adaptor.ParseResponse(c, response, info)
+		require.Nil(t, taskErr)
+		assert.JSONEq(t, `{"document":"helloworld","units":0}`, string(parsed.TaskData))
+	})
 }
 
 func TestAlibabaSubmitDeltaDoesNotMutateControlState(t *testing.T) {
@@ -1841,3 +2266,138 @@ func TestAlibabaSubmitDeltaDoesNotMutateControlState(t *testing.T) {
 	require.NoError(t, err)
 	assert.JSONEq(t, `{"choices":[{"count":2,"lastText":false,"finishReason":"stop"}],"hasUsage":true}`, string(encoded))
 }
+
+// newAPIGateway emulates the upstream New API instance a type-60 channel
+// points at: it answers only on the plugin's prefixed native routes, requires
+// the gateway token as a Bearer header, and renders what its own presenters
+// render (the public task id already substituted into the id fields).
+func newAPIGateway(t *testing.T, routes map[string]string, seen *[]string) *httptest.Server {
+	t.Helper()
+	return httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		*seen = append(*seen, r.Method+" "+r.URL.Path)
+		if r.Header.Get("Authorization") != "Bearer sk-gateway" {
+			w.WriteHeader(http.StatusUnauthorized)
+			return
+		}
+		body, ok := routes[r.Method+" "+r.URL.Path]
+		if !ok {
+			http.NotFound(w, r)
+			return
+		}
+		w.Header().Set("Content-Type", "application/json")
+		_, _ = w.Write([]byte(body))
+	}))
+}
+
+func TestTaskAdaptorChainsDoubaoThroughNewAPIUpstream(t *testing.T) {
+	gin.SetMode(gin.TestMode)
+	service.InitHttpClient()
+	var seen []string
+	gateway := newAPIGateway(t, map[string]string{
+		"POST /doubao/api/v3/contents/generations/tasks":               `{"id":"task_up_public"}`,
+		"GET /doubao/api/v3/contents/generations/tasks/task_up_public": `{"id":"task_up_public","status":"succeeded","content":{"video_url":"https://cdn.example/v.mp4"},"usage":{"completion_tokens":1200,"total_tokens":1200}}`,
+	}, &seen)
+	defer gateway.Close()
+
+	source, err := plugins.Source("doubao")
+	require.NoError(t, err)
+	plugin, err := pluginruntime.NewRegistry().RegisterFactory(source, pluginruntime.Options{Key: "doubao"})
+	require.NoError(t, err)
+	adaptor := New(plugin)
+	const modelName = "doubao-seedance-1-0-pro-250528"
+	info := &relaycommon.RelayInfo{
+		ChannelMeta:     &relaycommon.ChannelMeta{ChannelType: constant.ChannelTypeNewAPI, ChannelBaseUrl: gateway.URL, ApiKey: "sk-gateway", UpstreamModelName: modelName},
+		OriginModelName: modelName,
+		TaskRelayInfo:   &relaycommon.TaskRelayInfo{PublicTaskID: "task_local"},
+	}
+	adaptor.Init(info)
+	c, _ := gin.CreateTestContext(httptest.NewRecorder())
+	c.Request = httptest.NewRequest(http.MethodPost, "/v1/videos", nil)
+	c.Set("task_request", relaycommon.TaskSubmitReq{Prompt: "a cat", Model: modelName})
+	require.Nil(t, adaptor.ValidateRequestAndSetAction(c, info))
+
+	requestBody, err := adaptor.BuildRequestBody(c, info)
+	require.NoError(t, err)
+	submitURL, err := adaptor.BuildRequestURL(info)
+	require.NoError(t, err)
+	assert.Equal(t, gateway.URL+"/doubao/api/v3/contents/generations/tasks", submitURL)
+	resp, err := adaptor.DoRequest(c, info, requestBody)
+	require.NoError(t, err)
+	parsed, taskErr := adaptor.ParseResponse(c, resp, info)
+	require.Nil(t, taskErr)
+	assert.Equal(t, "task_up_public", parsed.UpstreamTaskID, "the gateway's presenter emits its public id in the id field doubao reads")
+
+	task := &model.Task{
+		Action:      info.Action,
+		Properties:  model.Properties{OriginModelName: modelName, UpstreamModelName: modelName},
+		PrivateData: model.TaskPrivateData{UpstreamTaskID: parsed.UpstreamTaskID},
+	}
+	queryResp, err := adaptor.FetchTask(gateway.URL, "sk-gateway", task, "")
+	require.NoError(t, err)
+	queryBody, err := io.ReadAll(queryResp.Body)
+	require.NoError(t, err)
+	require.NoError(t, queryResp.Body.Close())
+	result, err := adaptor.ParseTaskResult(task, queryResp, queryBody)
+	require.NoError(t, err)
+	assert.Equal(t, "SUCCESS", result.Status)
+	assert.Equal(t, "https://cdn.example/v.mp4", result.Url)
+	assert.Equal(t, 1200, result.TotalTokens)
+	assert.Equal(t, []string{
+		"POST /doubao/api/v3/contents/generations/tasks",
+		"GET /doubao/api/v3/contents/generations/tasks/task_up_public",
+	}, seen)
+}
+
+func TestTaskAdaptorChainsSunoBatchFetchThroughNewAPIUpstream(t *testing.T) {
+	gin.SetMode(gin.TestMode)
+	service.InitHttpClient()
+	var seen []string
+	gateway := newAPIGateway(t, map[string]string{
+		"POST /suno/submit/MUSIC": `{"code":"success","message":"","data":"task_up_public"}`,
+		"POST /suno/fetch":        `{"code":"success","message":"","data":[{"task_id":"task_up_public","status":"SUCCESS","progress":"100%","data":[{"id":"clip-1","status":"complete","audio_url":"https://cdn.example/a.mp3"}]}]}`,
+	}, &seen)
+	defer gateway.Close()
+
+	source, err := plugins.Source("sunoapi")
+	require.NoError(t, err)
+	plugin, err := pluginruntime.NewRegistry().RegisterFactory(source, pluginruntime.Options{Key: "sunoapi"})
+	require.NoError(t, err)
+	adaptor := New(plugin)
+	info := &relaycommon.RelayInfo{
+		ChannelMeta:     &relaycommon.ChannelMeta{ChannelType: constant.ChannelTypeNewAPI, ChannelBaseUrl: gateway.URL, ApiKey: "sk-gateway", UpstreamModelName: "suno_music"},
+		OriginModelName: "suno_music",
+		TaskRelayInfo:   &relaycommon.TaskRelayInfo{PublicTaskID: "task_local", Action: "MUSIC"},
+	}
+	adaptor.Init(info)
+	c, _ := gin.CreateTestContext(httptest.NewRecorder())
+	c.Request = httptest.NewRequest(http.MethodPost, "/suno/submit/music", nil)
+	c.Set("task_request", relaycommon.TaskSubmitReq{Prompt: "a song about cats"})
+	require.Nil(t, adaptor.ValidateRequestAndSetAction(c, info))
+
+	requestBody, err := adaptor.BuildRequestBody(c, info)
+	require.NoError(t, err)
+	submitURL, err := adaptor.BuildRequestURL(info)
+	require.NoError(t, err)
+	assert.Equal(t, gateway.URL+"/suno/submit/MUSIC", submitURL)
+	resp, err := adaptor.DoRequest(c, info, requestBody)
+	require.NoError(t, err)
+	parsed, taskErr := adaptor.ParseResponse(c, resp, info)
+	require.Nil(t, taskErr)
+	assert.Equal(t, "task_up_public", parsed.UpstreamTaskID)
+
+	task := &model.Task{
+		Action:      "MUSIC",
+		Properties:  model.Properties{OriginModelName: "suno_music", UpstreamModelName: "suno_music"},
+		PrivateData: model.TaskPrivateData{UpstreamTaskID: parsed.UpstreamTaskID},
+	}
+	batchResp, err := adaptor.FetchBatchTasks(gateway.URL, "sk-gateway", []*model.Task{task}, "")
+	require.NoError(t, err)
+	batchBody, err := io.ReadAll(batchResp.Body)
+	require.NoError(t, err)
+	require.NoError(t, batchResp.Body.Close())
+	results, err := adaptor.ParseBatchResult([]*model.Task{task}, batchResp, batchBody)
+	require.NoError(t, err)
+	require.Contains(t, results, "task_up_public")
+	assert.Equal(t, "SUCCESS", results["task_up_public"].TaskInfo.Status)
+	assert.Equal(t, []string{"POST /suno/submit/MUSIC", "POST /suno/fetch"}, seen)
+}
diff --git a/relay/channel/task/jsplugin/auth_test.go b/relay/channel/task/jsplugin/auth_test.go
index 18f26d1..fde582c 100644
--- a/relay/channel/task/jsplugin/auth_test.go
+++ b/relay/channel/task/jsplugin/auth_test.go
@@ -9,7 +9,10 @@ import (
 	"time"
 
 	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/constant"
+	"github.com/QuantumNous/new-api/model"
 	pluginruntime "github.com/QuantumNous/new-api/pkg/jsplugin"
+	"github.com/QuantumNous/new-api/relay/channel"
 	vertexcore "github.com/QuantumNous/new-api/relay/channel/vertex"
 	relaycommon "github.com/QuantumNous/new-api/relay/common"
 	"github.com/gin-gonic/gin"
@@ -75,3 +78,78 @@ export function parseTaskResult(){return {status:"SUCCESS"}}
 	require.NoError(t, adaptor.BuildRequestHeader(c, req, info))
 	assert.Equal(t, "Bearer access-token", req.Header.Get("Authorization"))
 }
+
+func TestUpstreamContextsUseGatewayBearerOnNewAPIChannels(t *testing.T) {
+	pluginAuthCache = sync.Map{}
+	original := acquireAccessToken
+	exchanges := 0
+	acquireAccessToken = func(_ vertexcore.Credentials, _ string) (string, error) {
+		exchanges++
+		return "access-token", nil
+	}
+	t.Cleanup(func() { acquireAccessToken = original; pluginAuthCache = sync.Map{} })
+	credentials, err := common.Marshal(vertexcore.Credentials{ProjectID: "project", ClientEmail: "a@example.com", PrivateKey: "secret"})
+	require.NoError(t, err)
+	const base = "https://upstream.example"
+
+	testCases := []struct {
+		name           string
+		auth           string
+		channelType    int
+		key            string
+		wantKind       string
+		wantAuthHeader string
+		wantAPIKey     any // nil when the raw key must stay hidden from the plugin
+	}{
+		{"api key plugin on a New API channel", "", constant.ChannelTypeNewAPI, "sk-gateway", pluginruntime.UpstreamKindNewAPI, "Bearer sk-gateway", "sk-gateway"},
+		{"api key plugin on a Task Plugin channel", "", constant.ChannelTypeTaskPlugin, "vendor-key", pluginruntime.UpstreamKindVendor, "vendor-key", "vendor-key"},
+		{"api key plugin on a legacy channel", "", 1002, "vendor-key", pluginruntime.UpstreamKindVendor, "vendor-key", "vendor-key"},
+		{"oauth2_jwt plugin on a New API channel", `,auth:{type:"oauth2_jwt"}`, constant.ChannelTypeNewAPI, "sk-gateway", pluginruntime.UpstreamKindNewAPI, "Bearer sk-gateway", "sk-gateway"},
+		{"oauth2_jwt plugin on a Task Plugin channel", `,auth:{type:"oauth2_jwt"}`, constant.ChannelTypeTaskPlugin, string(credentials), pluginruntime.UpstreamKindVendor, "Bearer access-token", nil},
+	}
+	for _, tc := range testCases {
+		t.Run(tc.name, func(t *testing.T) {
+			source := `
+export const meta = {apiVersion:1,key:"upstream-probe",name:"Upstream Probe",version:"1.0.0",author:{name:"Test"},channelTypes:[1002],models:["probe"],fetchMode:"per_task",upstreams:["vendor","new_api"]` + tc.auth + `};
+export function buildSubmitRequest(ctx){return {url:ctx.baseUrl+"/submit"}}
+export function parseSubmitResponse(){return {taskId:"1"}}
+export function buildQueryRequest(ctx){return {url:ctx.baseUrl+"/tasks/"+ctx.taskId}}
+export function parseTaskResult(){return {status:"SUCCESS"}}
+export function listArtifacts(){return [{key:"video",type:"video"}]}
+export function buildContentRequest(ctx){return {url:ctx.baseUrl+"/content/"+ctx.upstream.kind,headers:{Authorization:ctx.authHeader,"X-Api-Key":String(ctx.apiKey)}}}
+`
+			plugin, err := pluginruntime.NewRegistry().Register(source, pluginruntime.Options{})
+			require.NoError(t, err)
+			adaptor := New(plugin)
+			info := &relaycommon.RelayInfo{ChannelMeta: &relaycommon.ChannelMeta{ChannelType: tc.channelType, ChannelBaseUrl: base, ApiKey: tc.key}, TaskRelayInfo: &relaycommon.TaskRelayInfo{}}
+			adaptor.Init(info)
+			c, _ := gin.CreateTestContext(httptest.NewRecorder())
+			c.Request = httptest.NewRequest(http.MethodPost, "/v1/videos", nil)
+			task := &model.Task{PrivateData: model.TaskPrivateData{UpstreamTaskID: "t1"}}
+
+			submit := adaptor.submitContext(c, info)
+			query, err := adaptor.queryContext(task, tc.key, base, "")
+			require.NoError(t, err)
+			batch, err := adaptor.batchQueryContext(tc.key, base, "", nil)
+			require.NoError(t, err)
+			assert.NotContains(t, submit, "authError")
+			for name, ctx := range map[string]map[string]any{"submit": submit, "query": query, "batch": batch} {
+				assert.Equal(t, map[string]any{"kind": tc.wantKind}, ctx["upstream"], name)
+				assert.Equal(t, tc.wantAuthHeader, ctx["authHeader"], name)
+				assert.Equal(t, tc.wantAPIKey, ctx["apiKey"], name)
+				assert.Equal(t, tc.wantAuthHeader, ctx["auth"].(map[string]any)["authHeader"], name)
+			}
+
+			content, err := adaptor.BuildContentRequest(t.Context(), task, "video", channel.TaskArtifactClientRequest{Method: http.MethodGet})
+			require.NoError(t, err)
+			assert.Equal(t, base+"/content/"+tc.wantKind, content.URL)
+			assert.Equal(t, tc.wantAuthHeader, content.Headers["Authorization"])
+			if tc.wantAPIKey == nil {
+				assert.Equal(t, "undefined", content.Headers["X-Api-Key"])
+			} else {
+				assert.Equal(t, tc.wantAPIKey, content.Headers["X-Api-Key"])
+			}
+		})
+	}
+	assert.Equal(t, 1, exchanges, "the vendor token exchange runs only for the oauth2_jwt vendor channel, never for a New API channel")
+}
diff --git a/relay/channel/task/jsplugin/performance_test.go b/relay/channel/task/jsplugin/performance_test.go
index f75dd7e..0729e39 100644
--- a/relay/channel/task/jsplugin/performance_test.go
+++ b/relay/channel/task/jsplugin/performance_test.go
@@ -60,9 +60,13 @@ func BenchmarkTaskPluginRuntime(b *testing.B) {
 					var err error
 					switch name {
 					case "HasExport":
-						_, err = plugin.Engine.HasExport(ctx, "extractUsage")
+						if !plugin.Engine.HasExport("extractUsage") {
+							b.Fatal("extractUsage not exported")
+						}
 					case "MissingExport":
-						_, err = plugin.Engine.HasExport(ctx, "absentHook")
+						if plugin.Engine.HasExport("absentHook") {
+							b.Fatal("absentHook exported")
+						}
 					default:
 						_, err = plugin.Engine.Call(ctx, "extractUsage", input)
 					}
diff --git a/relay/channel/task/jsplugin/submit_stream.go b/relay/channel/task/jsplugin/submit_stream.go
index 84f0a88..0e18556 100644
--- a/relay/channel/task/jsplugin/submit_stream.go
+++ b/relay/channel/task/jsplugin/submit_stream.go
@@ -5,7 +5,6 @@ import (
 	"fmt"
 	"mime"
 	"net/http"
-	"slices"
 	"strings"
 	"time"
 
@@ -37,7 +36,7 @@ func (a *TaskAdaptor) readSubmitEvents(parent context.Context, resp *http.Respon
 	scanner := helper.NewStreamScanner(resp.Body, maxTaskPluginPersistedJSONBytes+1)
 	hook := "parseSubmitEvent"
 	var accumulated *pluginruntime.JSONState
-	if slices.Contains(a.plugin.Meta.RequiredCapabilities, pluginruntime.CapabilitySubmitSSEDelta) {
+	if pluginruntime.UsesSubmitEventDelta(a.plugin.Meta, a.plugin.Engine) {
 		hook = "parseSubmitEventDelta"
 		accumulated = pluginruntime.NewJSONState(maxTaskPluginPersistedJSONBytes)
 	}
@@ -117,15 +116,17 @@ func (a *TaskAdaptor) readSubmitEvents(parent context.Context, resp *http.Respon
 				return nil, fmt.Errorf("invalid submit stream changes: %w", err)
 			}
 		}
-		// Keep the exact encoded-byte limit above. Plain JSON state can be
-		// isolated without parsing large strings again; codec-specific values
-		// (for example exported typed arrays) retain the old normalization.
-		var plainJSON bool
-		state, plainJSON = cloneJSONValue(nextState, 0)
-		if !plainJSON {
-			if err = common.Unmarshal(encoded, &state); err != nil {
+		// Keep the exact encoded-byte limit above. Plain JSON state goes back
+		// to the next event as is; codec-specific values (for example exported
+		// typed arrays) retain the old normalization.
+		if isPlainJSONValue(nextState, 0) {
+			state = nextState
+		} else {
+			var decoded any
+			if err = common.Unmarshal(encoded, &decoded); err != nil {
 				return nil, err
 			}
+			state = decoded
 		}
 		if done {
 			if accumulated != nil {
diff --git a/relay/channel/tencent/relay-tencent.go b/relay/channel/tencent/relay-tencent.go
index 01b1108..bcb730e 100644
--- a/relay/channel/tencent/relay-tencent.go
+++ b/relay/channel/tencent/relay-tencent.go
@@ -107,7 +107,7 @@ func tencentStreamHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *htt
 		var tencentResponse TencentChatResponse
 		err := common.Unmarshal([]byte(data), &tencentResponse)
 		if err != nil {
-			common.SysLog("error unmarshalling stream response: " + err.Error())
+			common.SysLog(common.LogText("error unmarshalling stream response: %s", err.Error()))
 			continue
 		}
 
@@ -123,7 +123,7 @@ func tencentStreamHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *htt
 	}
 
 	if err := scanner.Err(); err != nil {
-		common.SysLog("error reading stream: " + err.Error())
+		common.SysLog(common.LogText("error reading stream: %s", err.Error()))
 	}
 
 	helper.Done(c)
diff --git a/relay/channel/vertex/adaptor.go b/relay/channel/vertex/adaptor.go
index 5e30631..92649be 100644
--- a/relay/channel/vertex/adaptor.go
+++ b/relay/channel/vertex/adaptor.go
@@ -152,17 +152,20 @@ func (a *Adaptor) getRequestUrl(info *relaycommon.RelayInfo, modelName, suffix s
 		} else {
 			keyPrefix = "?"
 		}
+		// An API key carries no project. Without a configured project ID the URL
+		// keeps the express-mode form, which has no region in its path.
+		projectID := strings.TrimSpace(info.ChannelOtherSettings.VertexProjectID)
 		if a.RequestMode == RequestModeGemini {
 			return fmt.Sprintf(
 				"%s%skey=%s",
-				BuildGoogleModelURL(info.ChannelBaseUrl, DefaultAPIVersion, "", region, modelName, suffix),
+				BuildGoogleModelURL(info.ChannelBaseUrl, DefaultAPIVersion, projectID, region, modelName, suffix),
 				keyPrefix,
 				info.ApiKey,
 			), nil
 		} else if a.RequestMode == RequestModeClaude {
 			return fmt.Sprintf(
 				"%s%skey=%s",
-				BuildAnthropicModelURL(info.ChannelBaseUrl, DefaultAPIVersion, "", region, modelName, suffix),
+				BuildAnthropicModelURL(info.ChannelBaseUrl, DefaultAPIVersion, projectID, region, modelName, suffix),
 				keyPrefix,
 				info.ApiKey,
 			), nil
diff --git a/relay/channel/vertex/adaptor_api_key_url_test.go b/relay/channel/vertex/adaptor_api_key_url_test.go
new file mode 100644
index 0000000..e905f53
--- /dev/null
+++ b/relay/channel/vertex/adaptor_api_key_url_test.go
@@ -0,0 +1,62 @@
+package vertex
+
+import (
+	"testing"
+
+	relaycommon "github.com/QuantumNous/new-api/relay/common"
+	"github.com/QuantumNous/new-api/relaykit/dto"
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/require"
+)
+
+func TestGetRequestURLWithAPIKey(t *testing.T) {
+	tests := []struct {
+		name      string
+		projectID string
+		region    string
+		stream    bool
+		want      string
+	}{
+		{
+			name:      "project ID keeps the global region",
+			projectID: "my-project",
+			region:    `{"default":"global"}`,
+			want:      "https://aiplatform.googleapis.com/v1/projects/my-project/locations/global/publishers/google/models/gemini-4-argon:generateContent?key=test-key",
+		},
+		{
+			name:      "project ID keeps a regional endpoint when streaming",
+			projectID: "my-project",
+			region:    `{"default":"us-central1"}`,
+			stream:    true,
+			want:      "https://us-central1-aiplatform.googleapis.com/v1/projects/my-project/locations/us-central1/publishers/google/models/gemini-4-argon:streamGenerateContent?alt=sse&key=test-key",
+		},
+		{
+			name:   "no project ID keeps the express-mode URL",
+			region: `{"default":"global"}`,
+			want:   "https://aiplatform.googleapis.com/v1/publishers/google/models/gemini-4-argon:generateContent?key=test-key",
+		},
+	}
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			info := &relaycommon.RelayInfo{
+				IsStream:        tt.stream,
+				OriginModelName: "gemini-4-argon",
+				ChannelMeta: &relaycommon.ChannelMeta{
+					ApiVersion:        tt.region,
+					ApiKey:            "test-key",
+					UpstreamModelName: "gemini-4-argon",
+					ChannelOtherSettings: dto.ChannelOtherSettings{
+						VertexKeyType:   dto.VertexKeyTypeAPIKey,
+						VertexProjectID: tt.projectID,
+					},
+				},
+			}
+			adaptor := &Adaptor{}
+			adaptor.Init(info)
+
+			got, err := adaptor.GetRequestURL(info)
+			require.NoError(t, err)
+			assert.Equal(t, tt.want, got)
+		})
+	}
+}
diff --git a/relay/channel/vertex/service_account.go b/relay/channel/vertex/service_account.go
index 6d5fee0..b24bd65 100644
--- a/relay/channel/vertex/service_account.go
+++ b/relay/channel/vertex/service_account.go
@@ -6,7 +6,6 @@ import (
 	"encoding/json"
 	"encoding/pem"
 	"errors"
-	"net/http"
 	"net/url"
 	"strings"
 
@@ -53,7 +52,7 @@ func getAccessToken(a *Adaptor, info *relaycommon.RelayInfo) (string, error) {
 	if err != nil {
 		return "", fmt.Errorf("failed to create signed JWT: %w", err)
 	}
-	newToken, err := exchangeJwtForAccessToken(signedJWT, info)
+	newToken, err := exchangeJwtForAccessToken(signedJWT, info.ChannelSetting.Proxy)
 	if err != nil {
 		return "", fmt.Errorf("failed to exchange JWT for access token: %w", err)
 	}
@@ -104,14 +103,24 @@ func createSignedJWT(email, privateKeyPEM string) (string, error) {
 	return signedToken, nil
 }
 
-func exchangeJwtForAccessToken(signedJWT string, info *relaycommon.RelayInfo) (string, error) {
+func AcquireAccessToken(creds Credentials, proxy string) (string, error) {
+	signedJWT, err := createSignedJWT(creds.ClientEmail, creds.PrivateKey)
+	if err != nil {
+		return "", fmt.Errorf("failed to create signed JWT: %w", err)
+	}
+	return exchangeJwtForAccessToken(signedJWT, proxy)
+}
 
+// exchangeJwtForAccessToken trades a signed service-account JWT for an access
+// token at Google's OAuth endpoint. It goes through the channel proxy only and
+// always verifies the certificate; the channel's TLS setting does not apply.
+func exchangeJwtForAccessToken(signedJWT string, proxy string) (string, error) {
 	authURL := "https://www.googleapis.com/oauth2/v4/token"
 	data := url.Values{}
 	data.Set("grant_type", "urn:ietf:params:oauth:grant-type:jwt-bearer")
 	data.Set("assertion", signedJWT)
 
-	client, err := service.GetHttpClientWithProxySettings(info.ChannelSetting.Proxy, info.ChannelSetting)
+	client, err := service.GetHttpClientWithProxy(proxy)
 	if err != nil {
 		return "", fmt.Errorf("new proxy http client failed: %w", err)
 	}
@@ -122,50 +131,7 @@ func exchangeJwtForAccessToken(signedJWT string, info *relaycommon.RelayInfo) (s
 	}
 	defer resp.Body.Close()
 
-	var result map[string]interface{}
-	if err := json.NewDecoder(resp.Body).Decode(&result); err != nil {
-		return "", err
-	}
-
-	if accessToken, ok := result["access_token"].(string); ok {
-		return accessToken, nil
-	}
-
-	return "", fmt.Errorf("failed to get access token: %v", result)
-}
-
-func AcquireAccessToken(creds Credentials, proxy string) (string, error) {
-	signedJWT, err := createSignedJWT(creds.ClientEmail, creds.PrivateKey)
-	if err != nil {
-		return "", fmt.Errorf("failed to create signed JWT: %w", err)
-	}
-	return exchangeJwtForAccessTokenWithProxy(signedJWT, proxy)
-}
-
-func exchangeJwtForAccessTokenWithProxy(signedJWT string, proxy string) (string, error) {
-	authURL := "https://www.googleapis.com/oauth2/v4/token"
-	data := url.Values{}
-	data.Set("grant_type", "urn:ietf:params:oauth:grant-type:jwt-bearer")
-	data.Set("assertion", signedJWT)
-
-	var client *http.Client
-	var err error
-	if proxy != "" {
-		client, err = service.GetHttpClientWithProxy(proxy)
-		if err != nil {
-			return "", fmt.Errorf("new proxy http client failed: %w", err)
-		}
-	} else {
-		client = service.GetHttpClient()
-	}
-
-	resp, err := client.PostForm(authURL, data)
-	if err != nil {
-		return "", err
-	}
-	defer resp.Body.Close()
-
-	var result map[string]interface{}
+	var result map[string]any
 	if err := json.NewDecoder(resp.Body).Decode(&result); err != nil {
 		return "", err
 	}
diff --git a/relay/channel/vertex/url_builder.go b/relay/channel/vertex/url_builder.go
index 0fa8343..19215b3 100644
--- a/relay/channel/vertex/url_builder.go
+++ b/relay/channel/vertex/url_builder.go
@@ -47,17 +47,18 @@ func BuildAPIBaseURL(baseURL, version, projectID, region string) string {
 	}
 
 	region = normalizeVertexRegion(region)
+	host := region + "-aiplatform.googleapis.com"
+	switch region {
+	case "global":
+		host = "aiplatform.googleapis.com"
+	case "us", "eu":
+		// The US and EU multi-regions are served from their own hostnames.
+		host = "aiplatform." + region + ".rep.googleapis.com"
+	}
 	if strings.TrimSpace(projectID) == "" {
-		if region == "global" {
-			return fmt.Sprintf("https://aiplatform.googleapis.com/%s", version)
-		}
-		return fmt.Sprintf("https://%s-aiplatform.googleapis.com/%s", region, version)
+		return fmt.Sprintf("https://%s/%s", host, version)
 	}
-
-	if region == "global" {
-		return fmt.Sprintf("https://aiplatform.googleapis.com/%s/projects/%s/locations/global", version, projectID)
-	}
-	return fmt.Sprintf("https://%s-aiplatform.googleapis.com/%s/projects/%s/locations/%s", region, version, projectID, region)
+	return fmt.Sprintf("https://%s/%s/projects/%s/locations/%s", host, version, projectID, region)
 }
 
 func BuildPublisherModelURL(baseURL, version, projectID, region, publisher, modelName, action string) string {
diff --git a/relay/channel/vertex/url_builder_test.go b/relay/channel/vertex/url_builder_test.go
new file mode 100644
index 0000000..173ffc9
--- /dev/null
+++ b/relay/channel/vertex/url_builder_test.go
@@ -0,0 +1,25 @@
+package vertex
+
+import (
+	"testing"
+
+	"github.com/stretchr/testify/assert"
+)
+
+func TestBuildGoogleModelURLUsesTheLocationHost(t *testing.T) {
+	tests := []struct {
+		region string
+		want   string
+	}{
+		{"global", "https://aiplatform.googleapis.com/v1/projects/my-project/locations/global/publishers/google/models/gemini-4-argon:generateContent"},
+		{"us-central1", "https://us-central1-aiplatform.googleapis.com/v1/projects/my-project/locations/us-central1/publishers/google/models/gemini-4-argon:generateContent"},
+		{"us", "https://aiplatform.us.rep.googleapis.com/v1/projects/my-project/locations/us/publishers/google/models/gemini-4-argon:generateContent"},
+		{"eu", "https://aiplatform.eu.rep.googleapis.com/v1/projects/my-project/locations/eu/publishers/google/models/gemini-4-argon:generateContent"},
+	}
+	for _, tt := range tests {
+		t.Run(tt.region, func(t *testing.T) {
+			got := BuildGoogleModelURL("", DefaultAPIVersion, "my-project", tt.region, "gemini-4-argon", "generateContent")
+			assert.Equal(t, tt.want, got)
+		})
+	}
+}
diff --git a/relay/channel/xai/adaptor.go b/relay/channel/xai/adaptor.go
index 36150c4..e551a7c 100644
--- a/relay/channel/xai/adaptor.go
+++ b/relay/channel/xai/adaptor.go
@@ -49,6 +49,9 @@ func (a *Adaptor) ConvertImageRequest(c *gin.Context, info *relaycommon.RelayInf
 }
 
 func (a *Adaptor) Init(info *relaycommon.RelayInfo) {
+	if info.RelayMode == constant.RelayModeResponses {
+		info.VendorToolUsage = xaiResponsesToolUsage
+	}
 }
 
 func (a *Adaptor) GetRequestURL(info *relaycommon.RelayInfo) (string, error) {
diff --git a/relay/channel/xai/text.go b/relay/channel/xai/text.go
index 071b096..05940b5 100644
--- a/relay/channel/xai/text.go
+++ b/relay/channel/xai/text.go
@@ -46,7 +46,7 @@ func xAIStreamHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http.Re
 	helper.StreamScannerHandler(c, resp, info, func(data string, sr *helper.StreamResult) {
 		var xAIResp *dto.ChatCompletionsStreamResponse
 		if err := common.UnmarshalJsonStr(data, &xAIResp); err != nil {
-			common.SysLog("error unmarshalling stream response: " + err.Error())
+			common.SysLog(common.LogText("error unmarshalling stream response: %s", err.Error()))
 			sr.Error(err)
 			return
 		}
diff --git a/relay/channel/xai/web_search.go b/relay/channel/xai/web_search.go
new file mode 100644
index 0000000..5ee573c
--- /dev/null
+++ b/relay/channel/xai/web_search.go
@@ -0,0 +1,37 @@
+package xai
+
+import (
+	"github.com/QuantumNous/new-api/relaykit/dto"
+
+	"github.com/tidwall/gjson"
+)
+
+// xaiResponsesToolUsage reads xAI's billed server-side tool counts from
+// usage.server_side_tool_usage_details (terminal stream frames carry the
+// cumulative usage under response.usage; num_sources_used is not a billed
+// count). web_search_calls replaces the web_search_call items and is priced by
+// the web_search:grok* override; x_search is billed per fetched post and per
+// fetched profile. gjson truncates fractional values and reads non-numbers as
+// zero; SetBillableToolCount ignores negatives and settlement applies
+// MaxBillableToolCallCount.
+func xaiResponsesToolUsage(raw []byte) map[string]int {
+	details := gjson.GetBytes(raw, "usage.server_side_tool_usage_details")
+	if !details.Exists() {
+		details = gjson.GetBytes(raw, "response.usage.server_side_tool_usage_details")
+	}
+	if !details.IsObject() {
+		return nil
+	}
+	counts := make(map[string]int, 4)
+	if calls := details.Get("web_search_calls"); calls.Exists() {
+		counts[dto.BuildInToolWebSearch] = int(calls.Int())
+		counts[dto.BuildInToolWebSearchPreview] = 0
+	}
+	if posts := details.Get("x_posts_fetched"); posts.Exists() {
+		counts["x_search_posts"] = int(posts.Int())
+	}
+	if users := details.Get("x_users_fetched"); users.Exists() {
+		counts["x_search_profiles"] = int(users.Int())
+	}
+	return counts
+}
diff --git a/relay/channel/xunfei/relay-xunfei.go b/relay/channel/xunfei/relay-xunfei.go
index fc80ba7..3e149b6 100644
--- a/relay/channel/xunfei/relay-xunfei.go
+++ b/relay/channel/xunfei/relay-xunfei.go
@@ -145,7 +145,7 @@ func xunfeiStreamHandler(c *gin.Context, textRequest dto.GeneralOpenAIRequest, a
 			response := streamResponseXunfei2OpenAI(&xunfeiResponse)
 			jsonResponse, err := json.Marshal(response)
 			if err != nil {
-				common.SysLog("error marshalling stream response: " + err.Error())
+				common.SysLog(common.LogText("error marshalling stream response: %s", err.Error()))
 				return true
 			}
 			c.Render(-1, common.CustomEvent{Data: "data: " + string(jsonResponse)})
@@ -224,19 +224,19 @@ func xunfeiMakeRequest(textRequest dto.GeneralOpenAIRequest, domain, authUrl, ap
 		for {
 			_, msg, err := conn.ReadMessage()
 			if err != nil {
-				common.SysLog("error reading stream response: " + err.Error())
+				common.SysLog(common.LogText("error reading stream response: %s", err.Error()))
 				break
 			}
 			var response XunfeiChatResponse
 			err = json.Unmarshal(msg, &response)
 			if err != nil {
-				common.SysLog("error unmarshalling stream response: " + err.Error())
+				common.SysLog(common.LogText("error unmarshalling stream response: %s", err.Error()))
 				break
 			}
 			dataChan <- response
 			if response.Payload.Choices.Status == 2 {
 				if err != nil {
-					common.SysLog("error closing websocket connection: " + err.Error())
+					common.SysLog(common.LogText("error closing websocket connection: %s", err.Error()))
 				}
 				break
 			}
@@ -287,6 +287,6 @@ func getAPIVersion(c *gin.Context, modelName string) string {
 		return apiVersion
 	}
 	apiVersion = "v1.1"
-	common.SysLog("api_version not found, using default: " + apiVersion)
+	common.SysLog(common.LogText("api_version not found, using default: %s", apiVersion))
 	return apiVersion
 }
diff --git a/relay/channel/zhipu/relay-zhipu.go b/relay/channel/zhipu/relay-zhipu.go
index 0c280e2..524b93c 100644
--- a/relay/channel/zhipu/relay-zhipu.go
+++ b/relay/channel/zhipu/relay-zhipu.go
@@ -41,7 +41,7 @@ func getZhipuToken(apikey string) string {
 
 	split := strings.Split(apikey, ".")
 	if len(split) != 2 {
-		common.SysLog("invalid zhipu key: " + apikey)
+		common.SysLog(common.LogText("invalid zhipu key: %s", apikey))
 		return ""
 	}
 
@@ -181,7 +181,7 @@ func zhipuStreamHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http.
 			}
 		}
 		if err := scanner.Err(); err != nil {
-			common.SysLog("error reading stream: " + err.Error())
+			common.SysLog(common.LogText("error reading stream: %s", err.Error()))
 		}
 		stopChan <- true
 	}()
@@ -192,7 +192,7 @@ func zhipuStreamHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http.
 			response := streamResponseZhipu2OpenAI(data)
 			jsonResponse, err := json.Marshal(response)
 			if err != nil {
-				common.SysLog("error marshalling stream response: " + err.Error())
+				common.SysLog(common.LogText("error marshalling stream response: %s", err.Error()))
 				return true
 			}
 			c.Render(-1, common.CustomEvent{Data: "data: " + string(jsonResponse)})
@@ -201,13 +201,13 @@ func zhipuStreamHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http.
 			var zhipuResponse ZhipuStreamMetaResponse
 			err := json.Unmarshal([]byte(data), &zhipuResponse)
 			if err != nil {
-				common.SysLog("error unmarshalling stream response: " + err.Error())
+				common.SysLog(common.LogText("error unmarshalling stream response: %s", err.Error()))
 				return true
 			}
 			response, zhipuUsage := streamMetaResponseZhipu2OpenAI(&zhipuResponse)
 			jsonResponse, err := json.Marshal(response)
 			if err != nil {
-				common.SysLog("error marshalling stream response: " + err.Error())
+				common.SysLog(common.LogText("error marshalling stream response: %s", err.Error()))
 				return true
 			}
 			usage = zhipuUsage
diff --git a/relay/channel/zhipu_4v/adaptor.go b/relay/channel/zhipu_4v/adaptor.go
index d27232e..da24606 100644
--- a/relay/channel/zhipu_4v/adaptor.go
+++ b/relay/channel/zhipu_4v/adaptor.go
@@ -14,6 +14,7 @@ import (
 	relayconstant "github.com/QuantumNous/new-api/relay/constant"
 	"github.com/QuantumNous/new-api/relaykit/dto"
 	"github.com/QuantumNous/new-api/relaykit/types"
+	"github.com/QuantumNous/new-api/service"
 	"github.com/samber/lo"
 
 	"github.com/gin-gonic/gin"
@@ -22,9 +23,16 @@ import (
 type Adaptor struct {
 }
 
-func (a *Adaptor) ConvertGeminiRequest(*gin.Context, *relaycommon.RelayInfo, *dto.GeminiChatRequest) (any, error) {
-	//TODO implement me
-	return nil, errors.New("not implemented")
+func (a *Adaptor) ConvertGeminiRequest(c *gin.Context, info *relaycommon.RelayInfo, request *dto.GeminiChatRequest) (any, error) {
+	result, err := service.ConvertRequest(c, info, types.RelayFormatOpenAI, request)
+	if err != nil {
+		return nil, err
+	}
+	openaiRequest, ok := result.Value.(*dto.GeneralOpenAIRequest)
+	if !ok {
+		return nil, fmt.Errorf("expected OpenAI chat completions request, got %T", result.Value)
+	}
+	return a.ConvertOpenAIRequest(c, info, openaiRequest)
 }
 
 func (a *Adaptor) ConvertClaudeRequest(c *gin.Context, info *relaycommon.RelayInfo, req *dto.ClaudeRequest) (any, error) {
@@ -42,6 +50,7 @@ func (a *Adaptor) ConvertImageRequest(c *gin.Context, info *relaycommon.RelayInf
 }
 
 func (a *Adaptor) Init(info *relaycommon.RelayInfo) {
+	info.ConvOptions().WebSearch = encodeWebSearch(info)
 }
 
 func (a *Adaptor) GetRequestURL(info *relaycommon.RelayInfo) (string, error) {
diff --git a/relay/channel/zhipu_4v/image.go b/relay/channel/zhipu_4v/image.go
index cdb35a8..bed1428 100644
--- a/relay/channel/zhipu_4v/image.go
+++ b/relay/channel/zhipu_4v/image.go
@@ -86,7 +86,7 @@ func zhipu4vImageHandler(c *gin.Context, resp *http.Response, info *relaycommon.
 			url = data.ImageUrl
 		}
 		if url == "" {
-			logger.LogWarn(c, "zhipu_image_missing_url")
+			logger.LogWarn(c, common.LogText("zhipu_image_missing_url"))
 			continue
 		}
 
@@ -99,14 +99,14 @@ func zhipu4vImageHandler(c *gin.Context, resp *http.Response, info *relaycommon.
 		default:
 			_, downloaded, err := service.GetImageFromUrl(url)
 			if err != nil {
-				logger.LogError(c, "zhipu_image_get_b64_failed: "+err.Error())
+				logger.LogError(c, common.LogText("zhipu_image_get_b64_failed: %s", err.Error()))
 				continue
 			}
 			b64 = downloaded
 		}
 
 		if b64 == "" {
-			logger.LogWarn(c, "zhipu_image_empty_b64")
+			logger.LogWarn(c, common.LogText("zhipu_image_empty_b64"))
 			continue
 		}
 
diff --git a/relay/channel/zhipu_4v/relay-zhipu_v4.go b/relay/channel/zhipu_4v/relay-zhipu_v4.go
index 055f899..54f2c8a 100644
--- a/relay/channel/zhipu_4v/relay-zhipu_v4.go
+++ b/relay/channel/zhipu_4v/relay-zhipu_v4.go
@@ -42,15 +42,16 @@ func requestOpenAI2Zhipu(request dto.GeneralOpenAIRequest) *dto.GeneralOpenAIReq
 		Stop, _ = request.Stop.([]string)
 	}
 	out := &dto.GeneralOpenAIRequest{
-		Model:       request.Model,
-		Stream:      request.Stream,
-		Messages:    messages,
-		Temperature: request.Temperature,
-		TopP:        request.TopP,
-		Stop:        Stop,
-		Tools:       request.Tools,
-		ToolChoice:  request.ToolChoice,
-		THINKING:    request.THINKING,
+		Model:           request.Model,
+		Stream:          request.Stream,
+		Messages:        messages,
+		Temperature:     request.Temperature,
+		TopP:            request.TopP,
+		Stop:            Stop,
+		Tools:           request.Tools,
+		ToolChoice:      request.ToolChoice,
+		THINKING:        request.THINKING,
+		ReasoningEffort: request.ReasoningEffort,
 	}
 	if request.MaxTokens != nil || request.MaxCompletionTokens != nil {
 		maxTokens := request.GetMaxTokens()
diff --git a/relay/channel/zhipu_4v/web_search.go b/relay/channel/zhipu_4v/web_search.go
new file mode 100644
index 0000000..6739d4b
--- /dev/null
+++ b/relay/channel/zhipu_4v/web_search.go
@@ -0,0 +1,85 @@
+package zhipu_4v
+
+import (
+	"github.com/QuantumNous/new-api/common"
+	relaycommon "github.com/QuantumNous/new-api/relay/common"
+	"github.com/QuantumNous/new-api/relaykit/dto"
+	"github.com/QuantumNous/new-api/relaykit/relayconvert/convmeta"
+	"github.com/QuantumNous/new-api/relaykit/types"
+
+	"github.com/tidwall/gjson"
+)
+
+// zhipuSearchEngine is the documented default search_engine. It is also the
+// tool-price key of the searches billed on this path.
+const zhipuSearchEngine = "search_std"
+
+// encodeWebSearch maps hosted web search onto the GLM Chat web_search tool
+// (https://docs.bigmodel.cn/api-reference/模型-api/对话补全). Claude and
+// Responses clients reach Zhipu natively, so only the Chat target is handled.
+// search_result makes non-stream responses carry the top-level web_search
+// array; search_intent:false skips intent detection when the client forced
+// the search.
+func encodeWebSearch(info *relaycommon.RelayInfo) convmeta.WebSearchEncoder {
+	return func(call convmeta.WebSearchCall) (*convmeta.WebSearchEncoding, error) {
+		if call.Chat == nil {
+			return nil, nil
+		}
+		var diagnostics []types.ConversionDiagnostic
+		webSearch := map[string]any{"enable": true, "search_engine": zhipuSearchEngine, "search_result": true}
+		if call.Forced {
+			webSearch["search_intent"] = false
+			// Stream responses carry no search evidence; a forced search is
+			// the only proof that one ran. A non-stream web_search array
+			// confirms the same single call through zhipuChatToolUsage.
+			info.RecordRequestInferredToolCall(zhipuSearchEngine)
+		}
+		// Only searches this encoder requested are known to use search_std.
+		info.VendorToolUsage = zhipuChatToolUsage
+		spec := call.Spec
+		switch {
+		case len(spec.AllowedDomains) == 1:
+			webSearch["search_domain_filter"] = spec.AllowedDomains[0]
+		case len(spec.AllowedDomains) > 1:
+			diagnostics = append(diagnostics, call.SemanticLoss("unsupported_domain_filter", "GLM web_search accepts one search_domain_filter; the domain filter was dropped"))
+		}
+		if len(spec.BlockedDomains) > 0 {
+			diagnostics = append(diagnostics, call.SemanticLoss("unsupported_domain_filter", "GLM web_search cannot exclude domains; blocked_domains was dropped"))
+		}
+		if spec.MaxUses != nil {
+			diagnostics = append(diagnostics, call.SemanticLoss("unsupported_search_limit", "GLM web_search cannot preserve max_uses"))
+		}
+		if len(spec.AllowedCallers) > 0 || spec.ExternalWebAccess != nil {
+			diagnostics = append(diagnostics, call.SemanticLoss("unsupported_search_controls", "GLM web_search cannot preserve caller or external-access constraints"))
+		}
+		switch spec.SearchContextSize {
+		case "high":
+			webSearch["content_size"] = "high"
+		case "", "medium":
+		default:
+			diagnostics = append(diagnostics, call.PresentationLoss("unsupported_search_tuning", "GLM web_search content_size has no low setting"))
+		}
+		if spec.Location != nil || spec.ResponseInclusion != "" || len(spec.ReturnTokenBudget) > 0 {
+			diagnostics = append(diagnostics, call.PresentationLoss("unsupported_search_tuning", "GLM web_search cannot preserve location or result tuning"))
+		}
+		native, err := common.Marshal(map[string]any{"type": "web_search", "web_search": webSearch})
+		if err != nil {
+			return nil, err
+		}
+		return &convmeta.WebSearchEncoding{
+			Tool:        dto.ToolCallRequest{Type: "web_search", Native: native},
+			Diagnostics: diagnostics,
+		}, nil
+	}
+}
+
+// zhipuChatToolUsage bills one search_std call when a non-stream GLM Chat
+// response carries the top-level web_search result array. The array lists
+// results, not searches, so its length is not a count.
+func zhipuChatToolUsage(raw []byte) map[string]int {
+	results := gjson.GetBytes(raw, "web_search")
+	if !results.IsArray() || len(results.Array()) == 0 {
+		return nil
+	}
+	return map[string]int{zhipuSearchEngine: 1}
+}
diff --git a/relay/common/conversion_diagnostics.go b/relay/common/conversion_diagnostics.go
index bc1e1cd..c9433b4 100644
--- a/relay/common/conversion_diagnostics.go
+++ b/relay/common/conversion_diagnostics.go
@@ -2,8 +2,8 @@ package common
 
 import (
 	"context"
-	"fmt"
 
+	"github.com/QuantumNous/new-api/common"
 	"github.com/QuantumNous/new-api/logger"
 	"github.com/QuantumNous/new-api/relaykit/types"
 	"github.com/gin-gonic/gin"
@@ -46,13 +46,13 @@ func (info *RelayInfo) RecordConversionDiagnostics(ctx context.Context, diagnost
 		if len(info.conversionDiagnostics) >= maxConversionDiagnostics {
 			if !info.conversionDiagnosticsTruncated {
 				info.conversionDiagnosticsTruncated = true
-				logger.LogWarn(ctx, fmt.Sprintf("conversion diagnostics truncated after %d distinct entries", maxConversionDiagnostics))
+				logger.LogWarn(ctx, common.LogText("conversion diagnostics truncated after %d distinct entries", maxConversionDiagnostics))
 			}
 			continue
 		}
 		info.conversionDiagnosticKeys[key] = struct{}{}
 		info.conversionDiagnostics = append(info.conversionDiagnostics, diagnostic)
-		logger.LogWarn(ctx, fmt.Sprintf(
+		logger.LogWarn(ctx, common.LogText(
 			"conversion diagnostic: code=%q severity=%q from=%q to=%q path=%q message=%q",
 			diagnostic.Code, diagnostic.Severity, diagnostic.From, diagnostic.To, diagnostic.Path, diagnostic.Message,
 		))
diff --git a/relay/common/override.go b/relay/common/override.go
index b87fe24..fb9cefb 100644
--- a/relay/common/override.go
+++ b/relay/common/override.go
@@ -56,10 +56,14 @@ type paramOverrideAuditRecorder struct {
 
 type ConditionOperation struct {
 	Path           string `json:"path"`             // JSON路径
-	Mode           string `json:"mode"`             // full, prefix, suffix, contains, gt, gte, lt, lte
+	Mode           string `json:"mode"`             // full, prefix, suffix, contains, regex, gt, gte, lt, lte
 	Value          any    `json:"value"`            // 匹配的值
 	Invert         bool   `json:"invert"`           // 反选功能，true表示取反结果
 	PassMissingKey bool   `json:"pass_missing_key"` // 未获取到json key时的行为
+
+	// Conditions are parsed per request. Reuse the lazily compiled pattern when
+	// pruning multiple objects; never compile before a matching key exists.
+	regex *regexp.Regexp
 }
 
 type ParamOperation struct {
@@ -633,8 +637,8 @@ func checkConditions(data []byte, contextJSON string, conditions []ConditionOper
 		return true, nil // 没有条件，直接通过
 	}
 	results := make([]bool, len(conditions))
-	for i, condition := range conditions {
-		result, err := checkSingleCondition(data, contextJSON, condition)
+	for i := range conditions {
+		result, err := checkSingleCondition(data, contextJSON, &conditions[i])
 		if err != nil {
 			return false, err
 		}
@@ -647,7 +651,7 @@ func checkConditions(data []byte, contextJSON string, conditions []ConditionOper
 	return lo.SomeBy(results, func(item bool) bool { return item }), nil
 }
 
-func checkSingleCondition(data []byte, contextJSON string, condition ConditionOperation) (bool, error) {
+func checkSingleCondition(data []byte, contextJSON string, condition *ConditionOperation) (bool, error) {
 	// 处理负数索引
 	path := processNegativeIndex(data, condition.Path)
 	value := gjson.GetBytes(data, path)
@@ -668,7 +672,7 @@ func checkSingleCondition(data []byte, contextJSON string, condition ConditionOp
 	}
 	targetValue := gjson.ParseBytes(targetBytes)
 
-	result, err := compareGjsonValues(value, targetValue, strings.ToLower(condition.Mode))
+	result, err := condition.compareGjsonValues(value, targetValue)
 	if err != nil {
 		return false, fmt.Errorf("comparison failed for path %s: %v", condition.Path, err)
 	}
@@ -710,7 +714,8 @@ func processNegativeIndex(data []byte, path string) string {
 }
 
 // compareGjsonValues 直接比较两个gjson.Result，支持所有比较模式
-func compareGjsonValues(jsonValue, targetValue gjson.Result, mode string) (bool, error) {
+func (condition *ConditionOperation) compareGjsonValues(jsonValue, targetValue gjson.Result) (bool, error) {
+	mode := strings.ToLower(condition.Mode)
 	switch mode {
 	case "full":
 		return compareEqual(jsonValue, targetValue)
@@ -720,6 +725,18 @@ func compareGjsonValues(jsonValue, targetValue gjson.Result, mode string) (bool,
 		return strings.HasSuffix(jsonValue.String(), targetValue.String()), nil
 	case "contains":
 		return strings.Contains(jsonValue.String(), targetValue.String()), nil
+	case "regex":
+		if targetValue.Type != gjson.String {
+			return false, fmt.Errorf("regex pattern must be a string")
+		}
+		if condition.regex == nil {
+			re, err := regexp.Compile(targetValue.String())
+			if err != nil {
+				return false, fmt.Errorf("invalid regex pattern: %w", err)
+			}
+			condition.regex = re
+		}
+		return condition.regex.MatchString(jsonValue.String()), nil
 	case "gt":
 		return compareNumeric(jsonValue, targetValue, "gt")
 	case "gte":
diff --git a/relay/common/override_test.go b/relay/common/override_test.go
index 4d958b2..9c402c7 100644
--- a/relay/common/override_test.go
+++ b/relay/common/override_test.go
@@ -670,6 +670,149 @@ func TestApplyParamOverrideAppendObjectMergeOverride(t *testing.T) {
 	assertJSONEqual(t, `{"obj":{"a":2,"b":3}}`, string(out))
 }
 
+func TestApplyParamOverrideConditionRegex(t *testing.T) {
+	tests := []struct {
+		name        string
+		input       string
+		path        string
+		pattern     any
+		context     map[string]any
+		invert      bool
+		passMissing bool
+		wantMatch   bool
+		wantError   string
+	}{
+		{name: "anchors and alternation match", input: `{"model":"gpt-4o"}`, pattern: `^(gpt|claude)-`, wantMatch: true},
+		{name: "anchors reject other models", input: `{"model":"vendor/gpt-4o"}`, pattern: `^gpt-`},
+		{name: "unanchored pattern matches substring", input: `{"model":"vendor/gpt-4o"}`, pattern: `gpt-`, wantMatch: true},
+		{name: "Go inline flags", input: `{"model":"GPT-4o"}`, pattern: `(?i)^gpt-`, wantMatch: true},
+		{name: "escaped pattern", input: `{"model":"gpt-4.1"}`, pattern: `^gpt-\d\.\d$`, wantMatch: true},
+		{name: "invert match", input: `{"model":"gpt-4o"}`, pattern: `^gpt-`, invert: true},
+		{name: "invert nonmatch", input: `{"model":"claude-sonnet"}`, pattern: `^gpt-`, invert: true, wantMatch: true},
+		{name: "missing key does not match even inverted", input: `{}`, pattern: `.*`, invert: true},
+		{name: "missing key can pass", input: `{}`, pattern: `^gpt-`, passMissing: true, wantMatch: true},
+		{name: "missing key skips invalid pattern", input: `{}`, pattern: `[`},
+		{name: "missing key can pass with invalid pattern", input: `{}`, pattern: `[`, passMissing: true, wantMatch: true},
+		{name: "context fallback", input: `{}`, pattern: `^gpt-`, context: map[string]any{"model": "gpt-4o"}, wantMatch: true},
+		{name: "body takes priority over context", input: `{"model":"claude-sonnet"}`, pattern: `^gpt-`, context: map[string]any{"model": "gpt-4o"}},
+		{name: "negative array index", input: `{"messages":[{"role":"user"}]}`, path: "messages.-1.role", pattern: `^(user|system)$`, wantMatch: true},
+		{name: "string conversion matches other text comparisons", input: `{"model":123}`, pattern: `^\d+$`, wantMatch: true},
+		{name: "empty pattern matches empty string", input: `{"model":""}`, pattern: "", wantMatch: true},
+		{name: "invalid pattern returns error", input: `{"model":"gpt-4o"}`, pattern: "[", wantError: "invalid regex pattern"},
+		{name: "nonstring pattern returns error", input: `{"model":"123"}`, pattern: 123, wantError: "regex pattern must be a string"},
+		{name: "missing pattern returns error", input: `{"model":"gpt-4o"}`, wantError: "regex pattern must be a string"},
+	}
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			path := tt.path
+			if path == "" {
+				path = "model"
+			}
+			override := map[string]any{
+				"operations": []any{map[string]any{
+					"mode": "set", "path": "matched", "value": true,
+					"conditions": []any{map[string]any{
+						"path": path, "mode": "regex", "value": tt.pattern,
+						"invert": tt.invert, "pass_missing_key": tt.passMissing,
+					}},
+				}},
+			}
+			out, err := ApplyParamOverride([]byte(tt.input), override, tt.context)
+			if tt.wantError != "" {
+				require.ErrorContains(t, err, tt.wantError)
+				assert.ErrorContains(t, err, "comparison failed for path "+path)
+				return
+			}
+			require.NoError(t, err)
+			var result map[string]any
+			require.NoError(t, common2.Unmarshal(out, &result))
+			assert.Equal(t, tt.wantMatch, result["matched"] == true)
+			if !tt.wantMatch {
+				assert.JSONEq(t, tt.input, string(out))
+			}
+		})
+	}
+}
+
+func TestApplyParamOverrideRegexConditionLogic(t *testing.T) {
+	for _, tt := range []struct {
+		logic     string
+		wantMatch bool
+	}{
+		{logic: "OR", wantMatch: true},
+		{logic: "AND", wantMatch: false},
+	} {
+		t.Run(tt.logic, func(t *testing.T) {
+			override := map[string]any{
+				"operations": []any{map[string]any{
+					"mode": "set", "path": "matched", "value": true, "logic": tt.logic,
+					"conditions": []any{
+						map[string]any{"path": "model", "mode": "regex", "value": `^gpt-`},
+						map[string]any{"path": "stream", "mode": "full", "value": true},
+					},
+				}},
+			}
+			out, err := ApplyParamOverride([]byte(`{"model":"gpt-4o","stream":false}`), override, nil)
+			require.NoError(t, err)
+			var result map[string]any
+			require.NoError(t, common2.Unmarshal(out, &result))
+			assert.Equal(t, tt.wantMatch, result["matched"] == true)
+		})
+	}
+}
+
+func TestApplyParamOverridePruneObjectsRegex(t *testing.T) {
+	condition := map[string]any{"path": "role", "mode": "regex"}
+	override := map[string]any{
+		"operations": []any{map[string]any{
+			"mode": "prune_objects", "path": "messages",
+			"value": map[string]any{
+				"conditions": []any{condition},
+			},
+		}},
+	}
+	// Reusing a channel configuration must not reuse compiled patterns across requests.
+	for _, tt := range []struct {
+		name      string
+		input     string
+		pattern   string
+		want      string
+		wantError string
+	}{
+		{
+			name:    "one condition matches several objects",
+			input:   `{"messages":[{"role":"system"},{"role":"user"},{"role":"developer"}]}`,
+			pattern: `^(system|developer)$`, want: `{"messages":[{"role":"user"}]}`,
+		},
+		{
+			name:    "next request uses updated pattern",
+			input:   `{"messages":[{"role":"system"},{"role":"user"},{"role":"developer"}]}`,
+			pattern: `^user$`, want: `{"messages":[{"role":"system"},{"role":"developer"}]}`,
+		},
+		{
+			name:    "missing keys skip invalid pattern",
+			input:   `{"messages":[{"content":"hello"},{"content":"world"}]}`,
+			pattern: `[`, want: `{"messages":[{"content":"hello"},{"content":"world"}]}`,
+		},
+		{
+			name:    "invalid pattern errors on first present key after missing keys",
+			input:   `{"messages":[{"content":"hello"},{"role":"user"},{"role":"system"}]}`,
+			pattern: `[`, wantError: "comparison failed for path role: invalid regex pattern",
+		},
+	} {
+		t.Run(tt.name, func(t *testing.T) {
+			condition["value"] = tt.pattern
+			out, err := ApplyParamOverride([]byte(tt.input), override, nil)
+			if tt.wantError != "" {
+				require.ErrorContains(t, err, tt.wantError)
+				return
+			}
+			require.NoError(t, err)
+			assert.JSONEq(t, tt.want, string(out))
+		})
+	}
+}
+
 func TestApplyParamOverrideConditionORDefault(t *testing.T) {
 	input := []byte(`{"model":"gpt-4","temperature":0.7}`)
 	override := map[string]any{
diff --git a/relay/common/relay_info.go b/relay/common/relay_info.go
index 3da4553..81d4c40 100644
--- a/relay/common/relay_info.go
+++ b/relay/common/relay_info.go
@@ -47,9 +47,8 @@ type RerankerInfo struct {
 }
 
 type BuildInToolInfo struct {
-	ToolName          string
-	CallCount         int
-	SearchContextSize string
+	ToolName  string
+	CallCount int
 }
 
 type ResponsesUsageInfo struct {
@@ -91,6 +90,7 @@ type RelayInfo struct {
 	TokenUnlimited    bool
 	StartTime         time.Time
 	FirstResponseTime time.Time
+	UpstreamTiming    *UpstreamTiming
 	isFirstResponse   bool
 	//SendLastReasoningResponse bool
 	IsStream               bool
@@ -201,6 +201,27 @@ type RelayInfo struct {
 	FinalRequestRelayFormat types.RelayFormat
 
 	StreamStatus *StreamStatus
+	// VendorToolUsage reads the upstream's own billed tool counts from a raw
+	// response body (non-stream) or the raw terminal stream frame. The channel
+	// adaptor's Init sets it for upstreams whose usage extension names a billed
+	// count; it stays nil for everyone else. Keys are tool-price keys. A zero
+	// value suppresses the protocol items counted under that key, so a vendor
+	// count can supersede web_search_call items billed under a different key.
+	VendorToolUsage func(raw []byte) map[string]int
+	// WebSearchBillingKey overrides the tool-price key of hosted web search:
+	// usage.server_tool_use.web_search_requests and web_search_tool_result
+	// blocks in the Claude handler, and web_search_call items counted by
+	// CountBillableToolCall. Set by a channel adaptor whose upstream bills
+	// search under its own price list; empty keeps the protocol defaults.
+	WebSearchBillingKey string
+	// WebFetchBillingKey overrides the tool-price key of
+	// usage.server_tool_use.web_fetch_requests in the Claude handler, for an
+	// upstream that bills page fetches under its own price list; empty keeps
+	// the protocol default web_fetch.
+	WebFetchBillingKey string
+	// requestInferredToolKey is the tool-price key RecordRequestInferredToolCall
+	// billed for the current channel attempt.
+	requestInferredToolKey string
 	// PerformanceOutputTokens is captured by settlement and sampled once at
 	// the request boundary, independently of billing success or failure.
 	PerformanceOutputTokens      int64
@@ -208,6 +229,9 @@ type RelayInfo struct {
 
 	// convOptions caches the converter settings snapshot (see ConvOptions).
 	convOptions *convmeta.Options
+	// responsesToolState is written by request conversion and read by the
+	// matching response conversion (see ResponsesToolState).
+	responsesToolState *convmeta.ResponsesToolState
 
 	conversionDiagnostics          []types.ConversionDiagnostic
 	conversionDiagnosticKeys       map[conversionDiagnosticKey]struct{}
@@ -317,6 +341,14 @@ func (info *RelayInfo) InitChannelMeta(c *gin.Context) {
 	// Channel identity feeds the converter options snapshot (e.g.
 	// OpenRouterDialect); drop the cache so a cross-channel retry rebuilds it.
 	info.convOptions = nil
+	// The adaptor Init of this attempt sets the vendor billing hooks again.
+	info.VendorToolUsage = nil
+	info.WebSearchBillingKey = ""
+	info.WebFetchBillingKey = ""
+	if info.requestInferredToolKey != "" && info.ResponsesUsageInfo != nil {
+		delete(info.ResponsesUsageInfo.BuiltInTools, info.requestInferredToolKey)
+	}
+	info.requestInferredToolKey = ""
 	if model_setting.GetGlobalSettings().PassThroughRequestEnabled || channelMeta.ChannelSetting.PassThroughBodyEnabled {
 		info.ReasoningEffort = ""
 		info.ReasoningConversion = nil
@@ -497,14 +529,6 @@ func GenRelayInfoResponses(c *gin.Context, request *dto.OpenAIResponsesRequest)
 				ToolName:  toolType,
 				CallCount: 0,
 			}
-			switch toolType {
-			case dto.BuildInToolWebSearchPreview:
-				searchContextSize := common.Interface2String(tool["search_context_size"])
-				if searchContextSize == "" {
-					searchContextSize = "medium"
-				}
-				info.ResponsesUsageInfo.BuiltInTools[toolType].SearchContextSize = searchContextSize
-			}
 		}
 	}
 	return info
@@ -716,6 +740,9 @@ func GenRelayInfo(c *gin.Context, relayFormat types.RelayFormat, request dto.Req
 			return GenRelayInfoAlphaSearch(c, request), nil
 		}
 		return nil, errors.New("request is not a AlphaSearchRequest")
+	case types.RelayFormatDeepSeekTools:
+		info = genBaseRelayInfo(c, request)
+		info.RelayFormat = types.RelayFormatDeepSeekTools
 	case types.RelayFormatTask:
 		info = genBaseRelayInfo(c, nil)
 		info.TaskRelayInfo = &TaskRelayInfo{}
@@ -913,6 +940,19 @@ func (info *RelayInfo) EnsureClaudeConvertInfo() *convmeta.ClaudeConvertInfo {
 	return info.ClaudeConvertInfo
 }
 
+func (info *RelayInfo) ResponsesToolState() *convmeta.ResponsesToolState {
+	if info == nil {
+		return nil
+	}
+	return info.responsesToolState
+}
+
+func (info *RelayInfo) SetResponsesToolState(state *convmeta.ResponsesToolState) {
+	if info != nil {
+		info.responsesToolState = state
+	}
+}
+
 func (info *RelayInfo) GetSendResponseCount() int {
 	if info == nil {
 		return 0
@@ -936,6 +976,7 @@ func (info *RelayInfo) ConvOptions() *convmeta.Options {
 
 	claudeSettings := model_setting.GetClaudeSettings()
 	geminiSettings := model_setting.GetGeminiSettings()
+	channelType := info.GetChannelType()
 	options := &convmeta.Options{
 		Claude: convmeta.ClaudeOptions{
 			ThinkingAdapterEnabled:                claudeSettings.ThinkingAdapterEnabled,
@@ -948,6 +989,11 @@ func (info *RelayInfo) ConvOptions() *convmeta.Options {
 			FunctionCallThoughtSignatureEnabled:   geminiSettings.FunctionCallThoughtSignatureEnabled,
 			SupportsImagine:                       model_setting.IsGeminiModelSupportImagine,
 			SafetySetting:                         model_setting.GetGeminiSafetySetting,
+			// Gemini API v1 has no parametersJsonSchema; v1beta and Vertex AI
+			// accept it.
+			SupportsJSONSchema: func(modelName string) bool {
+				return channelType == constant.ChannelTypeVertexAi || model_setting.GetGeminiVersionSetting(modelName) != "v1"
+			},
 		},
 		OpenRouterDialect:      info != nil && info.GetChannelType() == constant.ChannelTypeOpenRouter,
 		PreserveThinkingSuffix: model_setting.ShouldPreserveThinkingSuffix,
@@ -1120,7 +1166,7 @@ func RemoveDisabledFields(jsonData []byte, channelOtherSettings dto.ChannelOther
 
 	var data map[string]any
 	if err := common.Unmarshal(jsonData, &data); err != nil {
-		common.SysError("RemoveDisabledFields Unmarshal error :" + err.Error())
+		common.SysError(common.LogText("RemoveDisabledFields Unmarshal error :%s", err.Error()))
 		return jsonData, nil
 	}
 
@@ -1177,7 +1223,7 @@ func RemoveDisabledFields(jsonData []byte, channelOtherSettings dto.ChannelOther
 
 	jsonDataAfter, err := common.Marshal(data)
 	if err != nil {
-		common.SysError("RemoveDisabledFields Marshal error :" + err.Error())
+		common.SysError(common.LogText("RemoveDisabledFields Marshal error :%s", err.Error()))
 		return jsonData, nil
 	}
 	return jsonDataAfter, nil
@@ -1211,7 +1257,7 @@ func RemoveGeminiDisabledFields(jsonData []byte) ([]byte, error) {
 
 	var data map[string]any
 	if err := common.Unmarshal(jsonData, &data); err != nil {
-		common.SysError("RemoveGeminiDisabledFields Unmarshal error: " + err.Error())
+		common.SysError(common.LogText("RemoveGeminiDisabledFields Unmarshal error: %s", err.Error()))
 		return jsonData, nil
 	}
 
@@ -1240,7 +1286,7 @@ func RemoveGeminiDisabledFields(jsonData []byte) ([]byte, error) {
 
 	jsonDataAfter, err := common.Marshal(data)
 	if err != nil {
-		common.SysError("RemoveGeminiDisabledFields Marshal error: " + err.Error())
+		common.SysError(common.LogText("RemoveGeminiDisabledFields Marshal error: %s", err.Error()))
 		return jsonData, nil
 	}
 	return jsonDataAfter, nil
diff --git a/relay/common/relay_info_gemini_settings_test.go b/relay/common/relay_info_gemini_settings_test.go
index 1d7f290..53c8d97 100644
--- a/relay/common/relay_info_gemini_settings_test.go
+++ b/relay/common/relay_info_gemini_settings_test.go
@@ -3,6 +3,7 @@ package common
 import (
 	"testing"
 
+	"github.com/QuantumNous/new-api/constant"
 	"github.com/QuantumNous/new-api/setting/model_setting"
 	"github.com/stretchr/testify/assert"
 )
@@ -23,3 +24,35 @@ func TestRelayInfoConvOptionsUsesNormalizedGeminiSafetySettings(t *testing.T) {
 	assert.Equal(t, "OFF", options.Gemini.SafetySetting("HARM_CATEGORY_HATE_SPEECH"))
 	assert.Equal(t, "BLOCK_ONLY_HIGH", options.Gemini.SafetySetting("HARM_CATEGORY_DANGEROUS_CONTENT"))
 }
+
+// TestRelayInfoConvOptionsGeminiJSONSchemaSupport covers which upstreams get
+// parametersJsonSchema and responseJsonSchema: every channel except one whose
+// Gemini API version for the model is v1, and Vertex AI regardless of it.
+func TestRelayInfoConvOptionsGeminiJSONSchemaSupport(t *testing.T) {
+	settings := model_setting.GetGeminiSettings()
+	original := settings.VersionSettings
+	t.Cleanup(func() {
+		settings.VersionSettings = original
+	})
+	settings.VersionSettings = map[string]string{"default": "v1beta", "gemini-v1-model": "v1"}
+
+	tests := []struct {
+		name        string
+		channelType int
+		model       string
+		want        bool
+	}{
+		{name: "Gemini on the default version", channelType: constant.ChannelTypeGemini, model: "gemini-3.7-flash", want: true},
+		{name: "Gemini on v1", channelType: constant.ChannelTypeGemini, model: "gemini-v1-model", want: false},
+		{name: "Vertex AI", channelType: constant.ChannelTypeVertexAi, model: "gemini-v1-model", want: true},
+		{name: "other channel on v1", channelType: constant.ChannelTypeAdvancedCustom, model: "gemini-v1-model", want: false},
+		{name: "other channel on the default version", channelType: constant.ChannelTypeAdvancedCustom, model: "gemini-3.7-flash", want: true},
+	}
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			info := &RelayInfo{ChannelMeta: &ChannelMeta{ChannelType: tt.channelType}}
+
+			assert.Equal(t, tt.want, info.ConvOptions().Gemini.SupportsJSONSchemaModel(tt.model))
+		})
+	}
+}
diff --git a/relay/common/relay_info_test.go b/relay/common/relay_info_test.go
index 70c1296..cbfa396 100644
--- a/relay/common/relay_info_test.go
+++ b/relay/common/relay_info_test.go
@@ -68,7 +68,9 @@ func TestRelayInfoMetaTypedNilReceiver(t *testing.T) {
 		meta.SetReasoningEffort("high")
 		meta.IncrSendResponseCount()
 		meta.AppendRequestConversion(types.RelayFormatClaude)
+		meta.SetResponsesToolState(&convmeta.ResponsesToolState{})
 	})
+	assert.Nil(t, meta.ResponsesToolState())
 
 	firstState := meta.EnsureClaudeConvertInfo()
 	secondState := meta.EnsureClaudeConvertInfo()
@@ -89,6 +91,19 @@ func TestRelayInfoMetaTypedNilReceiver(t *testing.T) {
 	assert.NotNil(t, firstOptions.PreserveEffortTail)
 }
 
+func TestRelayInfoResponsesToolStateRoundTrip(t *testing.T) {
+	info := &RelayInfo{}
+	state := &convmeta.ResponsesToolState{CustomToolNames: map[string]struct{}{"exec": {}}}
+
+	info.SetResponsesToolState(state)
+	assert.Same(t, state, info.ResponsesToolState())
+	assert.True(t, convmeta.ResponsesToolStateOf(info).IsCustomTool("exec"))
+
+	info.SetResponsesToolState(nil)
+	assert.Nil(t, info.ResponsesToolState())
+	assert.False(t, convmeta.ResponsesToolStateOf(info).IsCustomTool("exec"))
+}
+
 func TestGenRelayInfoCapturesRequestReasoningEffort(t *testing.T) {
 	gin.SetMode(gin.TestMode)
 	tests := []struct {
diff --git a/relay/common/response_model.go b/relay/common/response_model.go
index c8685ef..c8fd5b1 100644
--- a/relay/common/response_model.go
+++ b/relay/common/response_model.go
@@ -4,17 +4,40 @@ import "strings"
 
 // ResponseModel records upstream declarations before response conversion. It is
 // diagnostic only: it must never change routing, pricing, or downstream output.
+// Only the three names are stored; whether they disagree is computed on demand
+// so every consumer applies the current comparison rule to old rows as well.
 type ResponseModel struct {
 	RequestedModel string `json:"requested_model"`
 	UpstreamModel  string `json:"upstream_model"`
 	ReturnedModel  string `json:"returned_model"`
-	Mismatch       bool   `json:"mismatch"`
+}
+
+// matches reports whether an upstream declaration is compatible with the
+// requested or upstream model: equal ignoring case, a dated or variant name
+// that extends it, or the same name behind a provider path such as
+// "deepseek/deepseek-v4.1-flash".
+func (r *ResponseModel) matches(model string) bool {
+	if r.RequestedModel == "gpt-6-astra" { return strings.TrimSpace(model) == "gpt-6-astra" }
+	returned := strings.ToLower(model)
+	for _, expected := range []string{r.RequestedModel, r.UpstreamModel} {
+		expected = strings.ToLower(expected)
+		if expected != "" && (strings.HasPrefix(returned, expected) || strings.HasSuffix(returned, expected)) {
+			return true
+		}
+	}
+	return false
+}
+
+// Mismatch reports whether the retained upstream declaration disagrees with
+// both the requested and upstream models.
+func (r *ResponseModel) Mismatch() bool {
+	return r != nil && r.ReturnedModel != "" && !r.matches(r.ReturnedModel)
 }
 
 // ObserveResponseModel retains the first differing model for inspection, with
-// mismatches taking priority over prefix or case-only differences. A later
-// matching or empty event cannot erase it. Only observe upstream declarations,
-// never models synthesized by a response converter.
+// mismatches taking priority over provider-path, prefix, or case-only
+// differences. A later matching or empty event cannot erase it. Only observe
+// upstream declarations, never models synthesized by a response converter.
 func (info *RelayInfo) ObserveResponseModel(model string) {
 	if info == nil || strings.TrimSpace(model) == "" || (info.OriginModelName == "gpt-6-astra" && info.AstraDetectionDisabled) {
 		return
@@ -26,23 +49,12 @@ func (info *RelayInfo) ObserveResponseModel(model string) {
 		}
 	}
 	observation := info.ResponseModel
-	if observation.Mismatch {
+	if observation.Mismatch() {
 		return
 	}
-	mismatch := true
-	for _, expected := range []string{observation.RequestedModel, observation.UpstreamModel} {
-		if expected != "" && (strings.HasPrefix(model, expected) || strings.EqualFold(model, expected)) {
-			mismatch = false
-			break
-		}
-	}
-	if observation.RequestedModel == "gpt-6-astra" {
-		mismatch = strings.TrimSpace(model) != "gpt-6-astra"
-	}
-	if !mismatch && observation.ReturnedModel != "" &&
+	if observation.matches(model) && observation.ReturnedModel != "" &&
 		observation.ReturnedModel != observation.RequestedModel && observation.ReturnedModel != observation.UpstreamModel {
 		return
 	}
 	observation.ReturnedModel = model
-	observation.Mismatch = mismatch
 }
diff --git a/relay/common/response_model_guard.go b/relay/common/response_model_guard.go
index 70edd9a..5df382e 100644
--- a/relay/common/response_model_guard.go
+++ b/relay/common/response_model_guard.go
@@ -32,6 +32,7 @@ type ResponseGuardUsage struct {
 }
 
 type ResponseGuardAttempt struct {
+	Timing     *UpstreamTiming    `json:"-"`
 	OnEvent    func([]byte, bool) `json:"-"`
 	OnClose    func()             `json:"-"`
 	closeOnce  sync.Once
@@ -141,6 +142,9 @@ func (g *ResponseModelGuard) APIError() *types.NewAPIError {
 
 // Only read the provider's declaration and numeric usage, never generated text.
 func (a *ResponseGuardAttempt) observe(payload []byte, stream bool) error {
+	if stream {
+		a.Timing.Mark("first_sse_data")
+	}
 	if a.OnEvent != nil {
 		a.OnEvent(payload, stream)
 	}
diff --git a/relay/common/tool_usage.go b/relay/common/tool_usage.go
index 499953f..5fe0e92 100644
--- a/relay/common/tool_usage.go
+++ b/relay/common/tool_usage.go
@@ -1,6 +1,7 @@
 package common
 
 import (
+	"cmp"
 	"crypto/sha256"
 	"encoding/hex"
 	"fmt"
@@ -11,39 +12,44 @@ import (
 	"github.com/QuantumNous/new-api/setting/operation_setting"
 )
 
+// GoogleSearchGroundedPromptTool bills Gemini 2.5-and-older Google Search
+// grounding, charged once per grounded prompt.
+const GoogleSearchGroundedPromptTool = "google_search_grounded_prompt"
+
+// reservedBillableToolNames are hosted-tool keys without a built-in price
+// (Anthropic server tools reported in usage.server_tool_use). They and every
+// tool name the built-in price seed prices
+// (operation_setting.IsBuiltInToolPriceKey) bill hosted tools; a client
+// function or tool_use with the same name is never counted under them.
 var reservedBillableToolNames = map[string]struct{}{
-	dto.BuildInToolWebSearchPreview: {},
-	dto.BuildInToolWebSearch:        {},
-	dto.BuildInToolFileSearch:       {},
-	dto.BuildInToolGoogleSearch:     {},
-	dto.BuildInToolImageGeneration:  {},
+	"web_fetch":      {},
+	"code_execution": {},
+	"tool_search":    {},
 }
 
+// MaxBillableToolCallCount bounds every tool count at settlement, whatever its
+// source, before it becomes a surcharge multiplier (see
+// .agents/rules/billing.md).
+const MaxBillableToolCallCount = 10_000
+
 // CountBillableToolCall is the single entry point for per-call tool billing counts.
 // Built-in call types always count; custom function/tool_use names only count when priced.
 func (info *RelayInfo) CountBillableToolCall(itemType string, functionName string) {
 	if info == nil {
 		return
 	}
-	if info.ResponsesUsageInfo == nil {
-		info.ResponsesUsageInfo = &ResponsesUsageInfo{
-			BuiltInTools: make(map[string]*BuildInToolInfo),
-		}
-	}
-	if info.ResponsesUsageInfo.BuiltInTools == nil {
-		info.ResponsesUsageInfo.BuiltInTools = make(map[string]*BuildInToolInfo)
-	}
+	info.ensureBuiltInTools()
 
 	switch itemType {
 	case dto.BuildInCallWebSearchCall:
-		info.incrementBillableToolCall(resolveWebSearchToolName(info.ResponsesUsageInfo.BuiltInTools))
+		info.incrementBillableToolCall(cmp.Or(info.WebSearchBillingKey, resolveWebSearchToolName(info.ResponsesUsageInfo.BuiltInTools)))
 	case dto.BuildInCallFileSearchCall:
 		info.incrementBillableToolCall(dto.BuildInToolFileSearch)
 	case dto.BuildInCallFunctionCall, dto.BuildInCallToolUse:
 		if functionName == "" {
 			return
 		}
-		if _, reserved := reservedBillableToolNames[functionName]; reserved {
+		if _, reserved := reservedBillableToolNames[functionName]; reserved || operation_setting.IsBuiltInToolPriceKey(functionName) {
 			return
 		}
 		if operation_setting.GetToolPriceForModel(functionName, info.GetBillingModelName()) <= 0 {
@@ -53,6 +59,59 @@ func (info *RelayInfo) CountBillableToolCall(itemType string, functionName strin
 	}
 }
 
+// SetBillableToolCount records an upstream-reported count for one tool-price
+// key, replacing whatever per-item counting produced for the same key. Zero
+// is a valid value: a vendor billing field that reports zero suppresses the
+// protocol items counted under that key. Negative counts are ignored.
+func (info *RelayInfo) SetBillableToolCount(name string, count int) {
+	if info == nil || name == "" {
+		return
+	}
+	if count < 0 {
+		common.SysError(common.LogText("billable tool count ignored: tool=%s count=%d", name, count))
+		return
+	}
+	info.ensureBuiltInTools()
+	if existing, ok := info.ResponsesUsageInfo.BuiltInTools[name]; ok && existing != nil {
+		existing.CallCount = count
+		return
+	}
+	info.ResponsesUsageInfo.BuiltInTools[name] = &BuildInToolInfo{ToolName: name, CallCount: count}
+}
+
+// ApplyVendorToolUsage writes the vendor-billed counts of one upstream
+// response into BuiltInTools. Protocol items counted earlier for the same key
+// are replaced; keys the vendor does not mention are kept.
+func (info *RelayInfo) ApplyVendorToolUsage(raw []byte) {
+	if info == nil || info.VendorToolUsage == nil || len(raw) == 0 {
+		return
+	}
+	for name, count := range info.VendorToolUsage(raw) {
+		info.SetBillableToolCount(name, count)
+	}
+}
+
+// RecordRequestInferredToolCall bills one call of key that the request itself
+// proves: a forced hosted search on an upstream whose response reports no
+// search usage. The record belongs to the current channel attempt;
+// InitChannelMeta drops it when the request moves to another channel.
+func (info *RelayInfo) RecordRequestInferredToolCall(key string) {
+	if info == nil || key == "" {
+		return
+	}
+	info.SetBillableToolCount(key, 1)
+	info.requestInferredToolKey = key
+}
+
+func (info *RelayInfo) ensureBuiltInTools() {
+	if info.ResponsesUsageInfo == nil {
+		info.ResponsesUsageInfo = &ResponsesUsageInfo{}
+	}
+	if info.ResponsesUsageInfo.BuiltInTools == nil {
+		info.ResponsesUsageInfo.BuiltInTools = make(map[string]*BuildInToolInfo)
+	}
+}
+
 func resolveWebSearchToolName(tools map[string]*BuildInToolInfo) string {
 	if _, ok := tools[dto.BuildInToolWebSearchPreview]; ok {
 		return dto.BuildInToolWebSearchPreview
@@ -125,15 +184,6 @@ func (c *ImageGenerationCallCounter) Observe(item *dto.ResponsesOutput, outputIn
 	c.count++
 }
 
-// Reset clears pending observations (used when a terminal response fails).
-func (c *ImageGenerationCallCounter) Reset() {
-	if c == nil {
-		return
-	}
-	c.seen = nil
-	c.count = 0
-}
-
 // Count returns the deduplicated completed image output count before commit capping.
 func (c *ImageGenerationCallCounter) Count() int {
 	if c == nil {
@@ -148,14 +198,7 @@ func (c *ImageGenerationCallCounter) Commit(info *RelayInfo) {
 	if info == nil {
 		return
 	}
-	if info.ResponsesUsageInfo == nil {
-		info.ResponsesUsageInfo = &ResponsesUsageInfo{
-			BuiltInTools: make(map[string]*BuildInToolInfo),
-		}
-	}
-	if info.ResponsesUsageInfo.BuiltInTools == nil {
-		info.ResponsesUsageInfo.BuiltInTools = make(map[string]*BuildInToolInfo)
-	}
+	info.ensureBuiltInTools()
 
 	count := 0
 	if c != nil {
@@ -174,21 +217,3 @@ func (c *ImageGenerationCallCounter) Commit(info *RelayInfo) {
 		CallCount: count,
 	}
 }
-
-// IsNonBillableResponsesStatus reports terminal response statuses that must not
-// bill pending image_generation observations.
-func IsNonBillableResponsesStatus(status []byte) bool {
-	if len(status) == 0 {
-		return false
-	}
-	var s string
-	if err := common.Unmarshal(status, &s); err != nil {
-		return false
-	}
-	switch strings.ToLower(strings.TrimSpace(s)) {
-	case "failed", "cancelled", "canceled", "incomplete":
-		return true
-	default:
-		return false
-	}
-}
diff --git a/relay/common/tool_usage_test.go b/relay/common/tool_usage_test.go
index 7bf8bcd..b488f64 100644
--- a/relay/common/tool_usage_test.go
+++ b/relay/common/tool_usage_test.go
@@ -1,11 +1,13 @@
 package common
 
 import (
+	"net/http/httptest"
 	"strings"
 	"testing"
 
 	"github.com/QuantumNous/new-api/relaykit/dto"
 	"github.com/QuantumNous/new-api/setting/operation_setting"
+	"github.com/gin-gonic/gin"
 	"github.com/stretchr/testify/assert"
 	"github.com/stretchr/testify/require"
 )
@@ -35,6 +37,25 @@ func TestCountBillableToolCallWebSearchDefaultsToPreview(t *testing.T) {
 	assert.Equal(t, 1, info.ResponsesUsageInfo.BuiltInTools[dto.BuildInToolWebSearchPreview].CallCount)
 }
 
+// A channel whose upstream bills search itself keys web_search_call items to
+// its own price, so a mapped claude-* or gpt-* name never bills web_search.
+func TestCountBillableToolCallWebSearchUsesChannelBillingKey(t *testing.T) {
+	info := &RelayInfo{
+		OriginModelName:     "gpt-5.1-codex",
+		WebSearchBillingKey: "deepseek_search",
+		ResponsesUsageInfo: &ResponsesUsageInfo{
+			BuiltInTools: map[string]*BuildInToolInfo{
+				dto.BuildInToolWebSearch: {ToolName: dto.BuildInToolWebSearch, CallCount: 0},
+			},
+		},
+	}
+
+	info.CountBillableToolCall(dto.BuildInCallWebSearchCall, "")
+	require.Contains(t, info.ResponsesUsageInfo.BuiltInTools, "deepseek_search")
+	assert.Equal(t, 1, info.ResponsesUsageInfo.BuiltInTools["deepseek_search"].CallCount)
+	assert.Equal(t, 0, info.ResponsesUsageInfo.BuiltInTools[dto.BuildInToolWebSearch].CallCount)
+}
+
 func TestCountBillableToolCallFunctionCallRequiresPrice(t *testing.T) {
 	operation_setting.SetToolPriceForTest("my_priced_fn", 5.0)
 	t.Cleanup(func() {
@@ -50,19 +71,105 @@ func TestCountBillableToolCallFunctionCallRequiresPrice(t *testing.T) {
 	assert.NotContains(t, info.ResponsesUsageInfo.BuiltInTools, "unpriced_fn")
 }
 
+// Hosted-tool price keys bill hosted tools only: a client function or
+// tool_use with the same name is never counted, even when the operator prices
+// that name. The reserved set is the built-in price seed plus the hosted
+// tools without a built-in price; an operator price alone reserves nothing.
 func TestCountBillableToolCallFunctionCallSkipsReservedNames(t *testing.T) {
-	info := &RelayInfo{OriginModelName: "gpt-5.1"}
+	wantBilled := map[string]bool{
+		dto.BuildInToolWebSearchPreview: false,
+		dto.BuildInToolFileSearch:       false,
+		dto.BuildInToolGoogleSearch:     false,
+		dto.BuildInToolImageGeneration:  false,
+		"bing_web_search":               false, // built-in vendor price
+		GoogleSearchGroundedPromptTool:  false, // built-in only for gemini-2.5* and older
+		"web_fetch":                     false, // Anthropic server tool, no built-in price
+		"lookup_order":                  true,  // operator-priced client function
+	}
+	for name := range wantBilled {
+		operation_setting.SetToolPriceForTest(name, 7)
+	}
+	t.Cleanup(func() {
+		for name := range wantBilled {
+			operation_setting.DeleteToolPriceForTest(name)
+		}
+	})
 
-	info.CountBillableToolCall(dto.BuildInCallFunctionCall, dto.BuildInToolWebSearchPreview)
-	info.CountBillableToolCall(dto.BuildInCallFunctionCall, dto.BuildInToolFileSearch)
-	info.CountBillableToolCall(dto.BuildInCallFunctionCall, dto.BuildInToolGoogleSearch)
-	info.CountBillableToolCall(dto.BuildInCallFunctionCall, dto.BuildInToolImageGeneration)
+	for name, billed := range wantBilled {
+		info := &RelayInfo{OriginModelName: "gpt-5.1"}
+		info.CountBillableToolCall(dto.BuildInCallFunctionCall, name)
+		info.CountBillableToolCall(dto.BuildInCallToolUse, name)
+		if billed {
+			require.Contains(t, info.ResponsesUsageInfo.BuiltInTools, name)
+			assert.Equal(t, 2, info.ResponsesUsageInfo.BuiltInTools[name].CallCount, name)
+			continue
+		}
+		assert.NotContains(t, info.ResponsesUsageInfo.BuiltInTools, name)
+	}
+}
 
-	if info.ResponsesUsageInfo != nil {
-		assert.NotContains(t, info.ResponsesUsageInfo.BuiltInTools, dto.BuildInToolWebSearchPreview)
-		assert.NotContains(t, info.ResponsesUsageInfo.BuiltInTools, dto.BuildInToolFileSearch)
-		assert.NotContains(t, info.ResponsesUsageInfo.BuiltInTools, dto.BuildInToolGoogleSearch)
-		assert.NotContains(t, info.ResponsesUsageInfo.BuiltInTools, dto.BuildInToolImageGeneration)
+// Upstream-reported counts replace per-item counts for the same key (an
+// explicit zero silences them) and ignore negatives; a count the request
+// itself proved belongs to one channel attempt, and a retry on another
+// channel drops it together with the vendor billing hooks.
+func TestBillableToolCountSources(t *testing.T) {
+	gin.SetMode(gin.TestMode)
+	tests := []struct {
+		name           string
+		record         func(c *gin.Context, info *RelayInfo)
+		want           map[string]int
+		wantVendorHook bool
+		wantBillingKey string
+	}{
+		{
+			name: "negative upstream count is ignored",
+			record: func(_ *gin.Context, info *RelayInfo) {
+				info.SetBillableToolCount(dto.BuildInToolWebSearch, 3)
+				info.SetBillableToolCount(dto.BuildInToolWebSearch, -5)
+			},
+			want: map[string]int{dto.BuildInToolWebSearch: 3},
+		},
+		{
+			name: "vendor zero replaces protocol items",
+			record: func(_ *gin.Context, info *RelayInfo) {
+				info.CountBillableToolCall(dto.BuildInCallWebSearchCall, "")
+				info.CountBillableToolCall(dto.BuildInCallWebSearchCall, "")
+				info.VendorToolUsage = func([]byte) map[string]int {
+					return map[string]int{"bing_web_search": 5, dto.BuildInToolWebSearchPreview: 0}
+				}
+				info.ApplyVendorToolUsage([]byte(`{}`))
+			},
+			want:           map[string]int{"bing_web_search": 5, dto.BuildInToolWebSearchPreview: 0},
+			wantVendorHook: true,
+		},
+		{
+			name: "channel retry drops the request-inferred call and vendor hooks",
+			record: func(c *gin.Context, info *RelayInfo) {
+				info.SetBillableToolCount(dto.BuildInToolWebSearch, 2)
+				info.RecordRequestInferredToolCall("search_strategy_turbo")
+				info.VendorToolUsage = func([]byte) map[string]int { return nil }
+				info.WebSearchBillingKey = "search_strategy_agent"
+				info.WebFetchBillingKey = "deepseek_fetch"
+				info.InitChannelMeta(c)
+			},
+			want: map[string]int{dto.BuildInToolWebSearch: 2},
+		},
+	}
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			c, _ := gin.CreateTestContext(httptest.NewRecorder())
+			c.Request = httptest.NewRequest("POST", "/v1/chat/completions", nil)
+			info := &RelayInfo{OriginModelName: "gpt-5.1"}
+			tt.record(c, info)
+			counts := map[string]int{}
+			for name, tool := range info.ResponsesUsageInfo.BuiltInTools {
+				counts[name] = tool.CallCount
+			}
+			assert.Equal(t, tt.want, counts)
+			assert.Equal(t, tt.wantVendorHook, info.VendorToolUsage != nil)
+			assert.Equal(t, tt.wantBillingKey, info.WebSearchBillingKey)
+			assert.Empty(t, info.WebFetchBillingKey)
+		})
 	}
 }
 
@@ -248,20 +355,6 @@ func TestImageGenerationCallCounterCompletedOutputs(t *testing.T) {
 			},
 			wantCount: 1,
 		},
-		{
-			name: "output_item.done plus incomplete equals zero",
-			observe: func(c *ImageGenerationCallCounter) {
-				idx := 0
-				c.Observe(&dto.ResponsesOutput{
-					Type:   dto.ResponsesOutputTypeImageGenerationCall,
-					ID:     "img_1",
-					Status: "completed",
-					Result: "base64-a",
-				}, &idx)
-				c.Reset()
-			},
-			wantCount: 0,
-		},
 		{
 			name: "partial event equals zero",
 			observe: func(c *ImageGenerationCallCounter) {
@@ -335,14 +428,3 @@ func TestImageGenerationCallCounterCommitDoesNotBillDeclarationsAlone(t *testing
 	(&ImageGenerationCallCounter{}).Commit(info)
 	assert.Equal(t, 0, info.ResponsesUsageInfo.BuiltInTools[dto.BuildInToolImageGeneration].CallCount)
 }
-
-func TestIsNonBillableResponsesStatus(t *testing.T) {
-	t.Parallel()
-
-	assert.True(t, IsNonBillableResponsesStatus([]byte(`"failed"`)))
-	assert.True(t, IsNonBillableResponsesStatus([]byte(`"incomplete"`)))
-	assert.True(t, IsNonBillableResponsesStatus([]byte(`"cancelled"`)))
-	assert.True(t, IsNonBillableResponsesStatus([]byte(`"canceled"`)))
-	assert.False(t, IsNonBillableResponsesStatus([]byte(`"completed"`)))
-	assert.False(t, IsNonBillableResponsesStatus(nil))
-}
diff --git a/relay/common/upstream_timing.go b/relay/common/upstream_timing.go
new file mode 100644
index 0000000..83a02d7
--- /dev/null
+++ b/relay/common/upstream_timing.go
@@ -0,0 +1,113 @@
+package common
+
+import (
+	"crypto/tls"
+	"maps"
+	"net/http/httptrace"
+	"sync"
+	"time"
+)
+
+const UpstreamTimingContextKey = "responses_upstream_timing"
+
+// UpstreamTiming contains only transport metadata and request-relative times.
+// HTTP callbacks can run concurrently with streaming and log checkpoints.
+type UpstreamTiming struct {
+	mu           sync.Mutex
+	start        time.Time
+	events       map[string]float64
+	attempt      int
+	channel      int
+	bodyBytes    int64
+	reused       bool
+	gotConn      bool
+	getConnCount int
+	writeCount   int
+	writeFailed  bool
+	protocol     string
+	status       int
+}
+
+func NewUpstreamTiming(start time.Time, attempt, channel int, bodyBytes int64) *UpstreamTiming {
+	if start.IsZero() {
+		start = time.Now()
+	}
+	t := &UpstreamTiming{start: start, events: make(map[string]float64), attempt: attempt, channel: channel, bodyBytes: bodyBytes}
+	t.Mark("upstream_start")
+	return t
+}
+
+func (t *UpstreamTiming) Mark(event string) {
+	if t == nil {
+		return
+	}
+	t.mu.Lock()
+	defer t.mu.Unlock()
+	if _, exists := t.events[event]; !exists {
+		t.events[event] = float64(time.Since(t.start).Microseconds()) / 1000
+	}
+}
+
+func (t *UpstreamTiming) ClientTrace() *httptrace.ClientTrace {
+	return &httptrace.ClientTrace{
+		GetConn: func(string) {
+			t.Mark("get_connection")
+			t.mu.Lock()
+			t.getConnCount++
+			t.mu.Unlock()
+		},
+		DNSStart:          func(httptrace.DNSStartInfo) { t.Mark("dns_start") },
+		DNSDone:           func(httptrace.DNSDoneInfo) { t.Mark("dns_done") },
+		ConnectStart:      func(string, string) { t.Mark("tcp_start") },
+		ConnectDone:       func(string, string, error) { t.Mark("tcp_done") },
+		TLSHandshakeStart: func() { t.Mark("tls_start") },
+		TLSHandshakeDone:  func(tls.ConnectionState, error) { t.Mark("tls_done") },
+		GotConn: func(info httptrace.GotConnInfo) {
+			t.Mark("connection_ready")
+			t.mu.Lock()
+			t.reused, t.gotConn = info.Reused, true
+			t.mu.Unlock()
+		},
+		WroteRequest: func(info httptrace.WroteRequestInfo) {
+			t.mu.Lock()
+			defer t.mu.Unlock()
+			t.writeCount++
+			t.writeFailed = t.writeFailed || info.Err != nil
+			if info.Err == nil {
+				t.events["request_sent"] = float64(time.Since(t.start).Microseconds()) / 1000
+			}
+		},
+		GotFirstResponseByte: func() { t.Mark("response_first_byte") },
+	}
+}
+
+func (t *UpstreamTiming) Response(protocol string, status int) {
+	if t == nil {
+		return
+	}
+	t.Mark("response_headers")
+	t.mu.Lock()
+	defer t.mu.Unlock()
+	t.protocol, t.status = protocol, status
+}
+
+func (t *UpstreamTiming) Snapshot() map[string]any {
+	if t == nil {
+		return nil
+	}
+	t.mu.Lock()
+	defer t.mu.Unlock()
+	events := maps.Clone(t.events)
+	result := map[string]any{
+		"events_ms": events, "attempt": t.attempt, "channel_id": t.channel,
+		"request_body_bytes": t.bodyBytes, "get_connection_count": t.getConnCount,
+		"write_count": t.writeCount, "write_failed": t.writeFailed,
+	}
+	if t.gotConn {
+		result["connection_reused"] = t.reused
+	}
+	if t.protocol != "" {
+		result["protocol"], result["status"] = t.protocol, t.status
+	}
+	return result
+}
diff --git a/relay/compatible_handler.go b/relay/compatible_handler.go
index c7fad1a..87a797b 100644
--- a/relay/compatible_handler.go
+++ b/relay/compatible_handler.go
@@ -88,7 +88,7 @@ func TextHelper(c *gin.Context, info *relaycommon.RelayInfo) (newAPIError *types
 		var containsAudioRatios = ratio_setting.ContainsAudioRatio(info.OriginModelName) || ratio_setting.ContainsAudioCompletionRatio(info.OriginModelName)
 
 		if containAudioTokens && containsAudioRatios {
-			service.PostAudioConsumeQuota(c, info, usage, "")
+			service.PostAudioConsumeQuota(c, info, usage, nil)
 		} else {
 			service.PostTextConsumeQuota(c, info, usage, nil)
 		}
@@ -179,7 +179,7 @@ func TextHelper(c *gin.Context, info *relaycommon.RelayInfo) (newAPIError *types
 	var containsAudioRatios = ratio_setting.ContainsAudioRatio(info.OriginModelName) || ratio_setting.ContainsAudioCompletionRatio(info.OriginModelName)
 
 	if containAudioTokens && containsAudioRatios {
-		service.PostAudioConsumeQuota(c, info, usage.(*dto.Usage), "")
+		service.PostAudioConsumeQuota(c, info, usage.(*dto.Usage), nil)
 	} else {
 		service.PostTextConsumeQuota(c, info, usage.(*dto.Usage), nil)
 	}
diff --git a/relay/constant/relay_mode.go b/relay/constant/relay_mode.go
index f191c3b..f72ed49 100644
--- a/relay/constant/relay_mode.go
+++ b/relay/constant/relay_mode.go
@@ -49,6 +49,9 @@ const (
 	RelayModeResponsesCompact
 
 	RelayModeAlphaSearch
+
+	RelayModeToolsSearch
+	RelayModeToolsFetch
 )
 
 func Path2RelayMode(path string) int {
@@ -75,6 +78,10 @@ func Path2RelayMode(path string) int {
 		relayMode = RelayModeResponses
 	} else if strings.HasPrefix(path, "/v1/alpha/search") {
 		relayMode = RelayModeAlphaSearch
+	} else if strings.HasPrefix(path, "/v1/tools/search") {
+		relayMode = RelayModeToolsSearch
+	} else if strings.HasPrefix(path, "/v1/tools/fetch") {
+		relayMode = RelayModeToolsFetch
 	} else if strings.HasPrefix(path, "/v1/audio/speech") {
 		relayMode = RelayModeAudioSpeech
 	} else if strings.HasPrefix(path, "/v1/audio/transcriptions") {
diff --git a/relay/constant/relay_mode_test.go b/relay/constant/relay_mode_test.go
index 6c41981..4c2ca75 100644
--- a/relay/constant/relay_mode_test.go
+++ b/relay/constant/relay_mode_test.go
@@ -13,6 +13,8 @@ func TestPath2RelayMode(t *testing.T) {
 	}{
 		{path: "/v1/alpha/search", want: RelayModeAlphaSearch},
 		{path: "/v1/alpha/search?foo=1", want: RelayModeAlphaSearch},
+		{path: "/v1/tools/search", want: RelayModeToolsSearch},
+		{path: "/v1/tools/fetch", want: RelayModeToolsFetch},
 	}
 	for _, tt := range tests {
 		t.Run(tt.path, func(t *testing.T) {
diff --git a/relay/convert_request_error_test.go b/relay/convert_request_error_test.go
index 2ab0ba1..a0c40e8 100644
--- a/relay/convert_request_error_test.go
+++ b/relay/convert_request_error_test.go
@@ -45,20 +45,18 @@ func (*imageReservation) NeedsRefund() bool          { return false }
 func TestImageRequestReservesFinalQuantityBeforeUpstream(t *testing.T) {
 	service.InitHttpClient()
 	for _, tc := range []struct {
-		name, body                                       string
-		tiered, passThrough, insufficient, retryToOpenAI bool
-		override                                         any
-		count, status                                    int
+		name, body                                    string
+		tiered, passThrough, insufficient, retryReset bool
+		override                                      any
+		count, status                                 int
 	}{
-		{name: "Ali nested count", body: `{"model":"z-image","n":1,"parameters":{"n":4}}`, count: 4},
-		{name: "Ali empty parameters", body: `{"model":"z-image","n":2,"parameters":{}}`, count: 2},
-		{name: "legacy channel quantity override", body: `{"model":"z-image","n":1}`, override: 4, count: 4},
-		{name: "expression channel quantity override", body: `{"model":"z-image","n":1}`, override: 4, count: 4, tiered: true},
-		{name: "pass-through quantity", body: `{"model":"z-image","n":2,"parameters":{}}`, count: 2, passThrough: true},
-		{name: "zero override rejected", body: `{"model":"z-image","n":1}`, override: 0, status: http.StatusBadRequest},
-		{name: "oversized override rejected", body: `{"model":"z-image","n":1}`, override: 129, status: http.StatusBadRequest},
-		{name: "insufficient reservation blocks upstream", body: `{"model":"z-image","n":1}`, override: 4, count: 4, insufficient: true, status: http.StatusForbidden},
-		{name: "retry drops Ali quantity and surcharge", body: `{"model":"z-image","n":1,"parameters":{"n":4,"prompt_extend":true}}`, count: 1, retryToOpenAI: true},
+		{name: "top-level count", body: `{"model":"gpt-image-2","n":2,"parameters":{}}`, count: 2},
+		{name: "legacy channel quantity override", body: `{"model":"gpt-image-2","n":1}`, override: 4, count: 4},
+		{name: "expression channel quantity override", body: `{"model":"gpt-image-2","n":1}`, override: 4, count: 4, tiered: true},
+		{name: "pass-through quantity", body: `{"model":"gpt-image-2","n":2,"parameters":{}}`, count: 2, passThrough: true},
+		{name: "oversized override rejected", body: `{"model":"gpt-image-2","n":1}`, override: 129, status: http.StatusBadRequest},
+		{name: "insufficient reservation blocks upstream", body: `{"model":"gpt-image-2","n":1}`, override: 4, count: 4, insufficient: true, status: http.StatusForbidden},
+		{name: "retry drops the previous attempt's quantity", body: `{"model":"gpt-image-2","n":1}`, count: 1, retryReset: true},
 	} {
 		t.Run(tc.name, func(t *testing.T) {
 			received := make(chan []byte, 1)
@@ -75,15 +73,11 @@ func TestImageRequestReservesFinalQuantityBeforeUpstream(t *testing.T) {
 			c, _ := gin.CreateTestContext(httptest.NewRecorder())
 			c.Request = httptest.NewRequest(http.MethodPost, "/v1/images/generations", strings.NewReader(tc.body))
 			c.Request.Header.Set("Content-Type", "application/json")
-			channel := constant.ChannelTypeAli
-			if tc.retryToOpenAI {
-				channel = constant.ChannelTypeOpenAI
-			}
-			common.SetContextKey(c, constant.ContextKeyChannelType, channel)
+			common.SetContextKey(c, constant.ContextKeyChannelType, constant.ChannelTypeOpenAI)
 			common.SetContextKey(c, constant.ContextKeyChannelBaseUrl, upstream.URL)
 			common.SetContextKey(c, constant.ContextKeyChannelSetting, dto.ChannelSettings{PassThroughBodyEnabled: tc.passThrough})
 			if tc.override != nil {
-				common.SetContextKey(c, constant.ContextKeyChannelParamOverride, map[string]any{"operations": []any{map[string]any{"path": "parameters.n", "mode": "set", "value": tc.override}}})
+				common.SetContextKey(c, constant.ContextKeyChannelParamOverride, map[string]any{"operations": []any{map[string]any{"path": "n", "mode": "set", "value": tc.override}}})
 			}
 			request, err := helper.GetAndValidOpenAIImageRequest(c, relayconstant.RelayModeImagesGenerations)
 			require.NoError(t, err)
@@ -91,7 +85,7 @@ func TestImageRequestReservesFinalQuantityBeforeUpstream(t *testing.T) {
 			if tc.insufficient {
 				reservation.limit = reservation.held
 			}
-			info := &relaycommon.RelayInfo{Request: request, OriginModelName: "z-image", RelayMode: relayconstant.RelayModeImagesGenerations,
+			info := &relaycommon.RelayInfo{Request: request, OriginModelName: "gpt-image-2", RelayMode: relayconstant.RelayModeImagesGenerations,
 				RequestURLPath: c.Request.URL.Path, Billing: reservation,
 				PriceData: hosttypes.PriceData{UsePrice: true, ModelPrice: 0.04, GroupRatioInfo: hosttypes.GroupRatioInfo{GroupRatio: 1}},
 			}
@@ -101,10 +95,9 @@ func TestImageRequestReservesFinalQuantityBeforeUpstream(t *testing.T) {
 				info.BillingRequestInput = &billingexpr.RequestInput{Body: []byte(tc.body), ImageCount: common.GetPointer(1)}
 				info.PriceData.UsePrice = false
 			}
-			if tc.retryToOpenAI {
-				reservation.held = 160000
+			if tc.retryReset {
+				reservation.held = 80000
 				info.PriceData.AddOtherRatio("n", 4)
-				info.PriceData.AddOtherRatio("prompt_extend", 2)
 				info.BillingImageCount = common.GetPointer(3)
 			}
 			apiErr := ImageHelper(c, info)
@@ -117,11 +110,7 @@ func TestImageRequestReservesFinalQuantityBeforeUpstream(t *testing.T) {
 			assert.Equal(t, http.StatusBadGateway, apiErr.StatusCode)
 			require.Len(t, received, 1)
 			body := <-received
-			path := "parameters.n"
-			if tc.retryToOpenAI {
-				path = "n"
-			}
-			assert.Equal(t, int64(tc.count), gjson.GetBytes(body, path).Int())
+			assert.Equal(t, int64(tc.count), gjson.GetBytes(body, "n").Int())
 			assert.Equal(t, tc.count*20000, info.PriceData.QuotaToPreConsume)
 			assert.GreaterOrEqual(t, reservation.held, info.PriceData.QuotaToPreConsume)
 			assert.Nil(t, info.BillingImageCount)
@@ -299,3 +288,29 @@ func TestGeminiThinkingControlsConvertBestEffort(t *testing.T) {
 		assert.True(t, hasHostDiagnosticCode(info.ConversionDiagnostics(), "gemini_budget_to_level"))
 	})
 }
+
+// An Ali image model the alibaba task plugin does not claim is rejected by the
+// adaptor with a classified 400 that skips retries. ImageHelper must surface
+// that classification unchanged instead of wrapping it into a retryable
+// conversion failure that other channels would then be asked to serve.
+func TestImageHelperKeepsAdaptorClassifiedConvertError(t *testing.T) {
+	c, _ := gin.CreateTestContext(httptest.NewRecorder())
+	c.Request = httptest.NewRequest(http.MethodPost, "/v1/images/generations", strings.NewReader(`{"model":"wanx-style-repaint-v1","prompt":"a cat"}`))
+	c.Request.Header.Set("Content-Type", "application/json")
+	common.SetContextKey(c, constant.ContextKeyChannelType, constant.ChannelTypeAli)
+	common.SetContextKey(c, constant.ContextKeyChannelBaseUrl, "https://dashscope.invalid")
+	request, err := helper.GetAndValidOpenAIImageRequest(c, relayconstant.RelayModeImagesGenerations)
+	require.NoError(t, err)
+	info := &relaycommon.RelayInfo{Request: request, OriginModelName: "wanx-style-repaint-v1", RelayMode: relayconstant.RelayModeImagesGenerations,
+		RequestURLPath: c.Request.URL.Path, Billing: &imageReservation{limit: 500000},
+		PriceData: hosttypes.PriceData{UsePrice: true, ModelPrice: 0.04, GroupRatioInfo: hosttypes.GroupRatioInfo{GroupRatio: 1}},
+	}
+
+	apiErr := ImageHelper(c, info)
+
+	require.NotNil(t, apiErr)
+	assert.Equal(t, http.StatusBadRequest, apiErr.StatusCode)
+	assert.Equal(t, types.ErrorCodeInvalidRequest, apiErr.GetErrorCode())
+	assert.True(t, types.IsSkipRetryError(apiErr), "other channels must not be asked to serve the same name")
+	assert.Contains(t, apiErr.Error(), "not served by the alibaba task plugin")
+}
diff --git a/relay/deepseek_tools_handler.go b/relay/deepseek_tools_handler.go
new file mode 100644
index 0000000..37120b6
--- /dev/null
+++ b/relay/deepseek_tools_handler.go
@@ -0,0 +1,127 @@
+package relay
+
+import (
+	"errors"
+	"fmt"
+	"io"
+	"net/http"
+
+	"github.com/QuantumNous/new-api/constant"
+	"github.com/QuantumNous/new-api/logger"
+	relaycommon "github.com/QuantumNous/new-api/relay/common"
+	relayconstant "github.com/QuantumNous/new-api/relay/constant"
+	"github.com/QuantumNous/new-api/relay/helper"
+	"github.com/QuantumNous/new-api/relaykit/dto"
+	"github.com/QuantumNous/new-api/relaykit/types"
+	"github.com/QuantumNous/new-api/service"
+
+	"github.com/gin-gonic/gin"
+	"github.com/tidwall/gjson"
+)
+
+// DeepSeekToolsHelper relays the DeepSeek Search and Fetch APIs like
+// /v1/alpha/search: the raw body is forwarded, the response is returned
+// unchanged, and the call is billed at the routing name's request price with
+// no tokens.
+func DeepSeekToolsHelper(c *gin.Context, info *relaycommon.RelayInfo) (newAPIError *types.NewAPIError) {
+	info.InitChannelMeta(c)
+
+	switch info.ChannelType {
+	case constant.ChannelTypeDeepSeek,
+		constant.ChannelTypeNewAPI,
+		constant.ChannelTypeSub2API,
+		constant.ChannelTypeAdvancedCustom:
+	default:
+		// Allow retry onto another channel that may support this endpoint.
+		return types.NewError(
+			fmt.Errorf("channel does not support %s", c.Request.URL.Path),
+			types.ErrorCodeInvalidRequest,
+		)
+	}
+
+	request, ok := info.Request.(*dto.DeepSeekToolsRequest)
+	if !ok {
+		return types.NewErrorWithStatusCode(
+			fmt.Errorf("invalid request type, expected *dto.DeepSeekToolsRequest, got %T", info.Request),
+			types.ErrorCodeInvalidRequest,
+			http.StatusBadRequest,
+			types.ErrOptionWithSkipRetry(),
+		)
+	}
+
+	err := helper.ModelMappedHelper(c, info, request)
+	if err != nil {
+		return types.NewError(err, types.ErrorCodeChannelModelMappedError, types.ErrOptionWithSkipRetry())
+	}
+
+	jsonData, err := buildAlphaSearchRequestBody(request.RawBody, info.OriginModelName, info.UpstreamModelName)
+	if err != nil {
+		return types.NewError(err, types.ErrorCodeConvertRequestFailed, types.ErrOptionWithSkipRetry())
+	}
+
+	if len(info.ParamOverride) > 0 {
+		jsonData, err = relaycommon.ApplyParamOverrideWithRelayInfo(jsonData, info)
+		if err != nil {
+			return newAPIErrorFromParamOverride(err)
+		}
+	}
+
+	logger.LogDebug(c, "requestBody: %s", jsonData)
+	body, closer, err := relaycommon.NewOutboundJSONBody(jsonData)
+	if err != nil {
+		return types.NewError(err, types.ErrorCodeConvertRequestFailed, types.ErrOptionWithSkipRetry())
+	}
+	defer closer.Close()
+
+	adaptor := GetAdaptor(info.ApiType)
+	if adaptor == nil {
+		return types.NewError(fmt.Errorf("invalid api type: %d", info.ApiType), types.ErrorCodeInvalidApiType, types.ErrOptionWithSkipRetry())
+	}
+	adaptor.Init(info)
+
+	resp, err := adaptor.DoRequest(c, info, body)
+	if err != nil {
+		return types.NewOpenAIError(err, types.ErrorCodeDoRequestFailed, http.StatusInternalServerError)
+	}
+
+	statusCodeMappingStr := c.GetString("status_code_mapping")
+	httpResp, ok := resp.(*http.Response)
+	if !ok || httpResp == nil {
+		return types.NewOpenAIError(errors.New("invalid http response"), types.ErrorCodeDoRequestFailed, http.StatusInternalServerError)
+	}
+	defer httpResp.Body.Close()
+
+	if httpResp.StatusCode < 200 || httpResp.StatusCode >= 300 {
+		newAPIError = service.RelayErrorHandler(c.Request.Context(), httpResp, false)
+		service.ResetStatusCode(newAPIError, statusCodeMappingStr)
+		return newAPIError
+	}
+
+	responseBody, err := io.ReadAll(httpResp.Body)
+	if err != nil {
+		return types.NewOpenAIError(err, types.ErrorCodeReadResponseBodyFailed, http.StatusInternalServerError, types.ErrOptionWithSkipRetry())
+	}
+	service.IOCopyBytesGracefully(c, httpResp, responseBody)
+
+	// DeepSeek bills a successful request only when it returns something: a
+	// non-empty results array for Search, page content for Fetch. A billable
+	// call settles at the routing name's request price; any other response
+	// releases the reservation.
+	var billable bool
+	switch info.RelayMode {
+	case relayconstant.RelayModeToolsFetch:
+		billable = gjson.GetBytes(responseBody, "content").String() != ""
+	default:
+		results := gjson.GetBytes(responseBody, "results")
+		billable = results.IsArray() && len(results.Array()) > 0
+	}
+	if !billable {
+		if info.Billing != nil {
+			info.Billing.Refund(c)
+		}
+		return nil
+	}
+
+	service.PostTextConsumeQuota(c, info, &dto.Usage{}, nil)
+	return nil
+}
diff --git a/relay/gemini_handler.go b/relay/gemini_handler.go
index bc1fbdb..bd8633b 100644
--- a/relay/gemini_handler.go
+++ b/relay/gemini_handler.go
@@ -128,7 +128,7 @@ func GeminiHelper(c *gin.Context, info *relaycommon.RelayInfo) (newAPIError *typ
 
 	resp, err := adaptor.DoRequest(c, info, requestBody)
 	if err != nil {
-		logger.LogError(c, "Do gemini request failed: "+err.Error())
+		logger.LogError(c, common.LogText("Do gemini request failed: %s", err.Error()))
 		return types.NewOpenAIError(err, types.ErrorCodeDoRequestFailed, http.StatusInternalServerError)
 	}
 
@@ -234,7 +234,7 @@ func GeminiEmbeddingHandler(c *gin.Context, info *relaycommon.RelayInfo) (newAPI
 
 	resp, err := adaptor.DoRequest(c, info, requestBody)
 	if err != nil {
-		logger.LogError(c, "Do gemini request failed: "+err.Error())
+		logger.LogError(c, common.LogText("Do gemini request failed: %s", err.Error()))
 		return types.NewOpenAIError(err, types.ErrorCodeDoRequestFailed, http.StatusInternalServerError)
 	}
 
diff --git a/relay/helper/billing_expr_request.go b/relay/helper/billing_expr_request.go
index 9e819b5..4c31009 100644
--- a/relay/helper/billing_expr_request.go
+++ b/relay/helper/billing_expr_request.go
@@ -5,7 +5,6 @@ import (
 	"strings"
 
 	"github.com/QuantumNous/new-api/common"
-	"github.com/QuantumNous/new-api/constant"
 	"github.com/QuantumNous/new-api/pkg/billingexpr"
 	relaycommon "github.com/QuantumNous/new-api/relay/common"
 	"github.com/QuantumNous/new-api/relaykit/dto"
@@ -42,19 +41,11 @@ func ResolveImageBillingRequestInput(c *gin.Context, info *relaycommon.RelayInfo
 	if !ok {
 		return input, nil
 	}
-	channelType := common.GetContextKeyInt(c, constant.ContextKeyChannelType)
-	if info.ChannelMeta != nil {
-		channelType = info.ChannelType
-	}
-	count, err := request.ImageCount(channelType == constant.ChannelTypeAli)
+	count, err := request.ImageCount(false)
 	if err != nil {
 		return input, err
 	}
-	topLevelCount, err := request.ImageCount(false)
-	if err != nil {
-		return input, err
-	}
-	body := map[string]any{"model": request.Model, "n": topLevelCount, "size": request.Size, "quality": request.Quality}
+	body := map[string]any{"model": request.Model, "n": count, "size": request.Size, "quality": request.Quality}
 	if request.BillingParameters != nil {
 		body["parameters"] = request.BillingParameters
 	}
diff --git a/relay/helper/common.go b/relay/helper/common.go
index 6a37a3c..a692735 100644
--- a/relay/helper/common.go
+++ b/relay/helper/common.go
@@ -7,6 +7,7 @@ import (
 
 	"github.com/QuantumNous/new-api/common"
 	"github.com/QuantumNous/new-api/logger"
+	relaycommon "github.com/QuantumNous/new-api/relay/common"
 	"github.com/QuantumNous/new-api/relaykit/dto"
 	"github.com/QuantumNous/new-api/relaykit/types"
 
@@ -65,7 +66,7 @@ func ClaudeData(c *gin.Context, resp dto.ClaudeResponse) error {
 
 	jsonData, err := common.Marshal(resp)
 	if err != nil {
-		common.SysError("error marshalling stream response: " + err.Error())
+		common.SysError(common.LogText("error marshalling stream response: %s", err.Error()))
 	} else {
 		c.Render(-1, common.CustomEvent{Data: fmt.Sprintf("event: %s\n", resp.Type)})
 		c.Render(-1, common.CustomEvent{Data: "data: " + string(jsonData)})
@@ -91,7 +92,15 @@ func ResponseChunkData(c *gin.Context, resp dto.ResponsesStreamResponse, data st
 
 	c.Render(-1, common.CustomEvent{Data: fmt.Sprintf("event: %s\n", resp.Type)})
 	c.Render(-1, common.CustomEvent{Data: fmt.Sprintf("data: %s", data)})
-	return FlushWriter(c)
+	err := FlushWriter(c)
+	if err == nil {
+		if value, exists := c.Get(relaycommon.UpstreamTimingContextKey); exists {
+			if timing, ok := value.(*relaycommon.UpstreamTiming); ok {
+				timing.Mark("first_downstream_flush")
+			}
+		}
+	}
+	return err
 }
 
 func StringData(c *gin.Context, str string) error {
@@ -139,7 +148,7 @@ func Done(c *gin.Context) {
 
 func WssString(c *gin.Context, ws *websocket.Conn, str string) error {
 	if ws == nil {
-		logger.LogError(c, "websocket connection is nil")
+		logger.LogError(c, common.LogText("websocket connection is nil"))
 		return errors.New("websocket connection is nil")
 	}
 	//common.LogInfo(c, fmt.Sprintf("sending message: %s", str))
@@ -152,7 +161,7 @@ func WssObject(c *gin.Context, ws *websocket.Conn, object any) error {
 		return fmt.Errorf("error marshalling object: %w", err)
 	}
 	if ws == nil {
-		logger.LogError(c, "websocket connection is nil")
+		logger.LogError(c, common.LogText("websocket connection is nil"))
 		return errors.New("websocket connection is nil")
 	}
 	//common.LogInfo(c, fmt.Sprintf("sending message: %s", jsonData))
diff --git a/relay/helper/group_price_test.go b/relay/helper/group_price_test.go
index c6a0450..ad273fa 100644
--- a/relay/helper/group_price_test.go
+++ b/relay/helper/group_price_test.go
@@ -19,16 +19,16 @@ func TestGroupModelPricingPreservesOtherGroupsAndSnapshot(t *testing.T) {
 	require.NoError(t, config.GlobalConfig.LoadFromDB(map[string]string{
 		"billing_setting.billing_mode":       `{"gpt-5.6-sol":"tiered_expr"}`,
 		"billing_setting.billing_expr":       `{"gpt-5.6-sol":"tier(\"standard\", p * 4 + c * 20 + cr * 0.4)"}`,
-		"billing_setting.group_billing_expr": `{"example-premium":{"gpt-5.6-sol":"tier(\"standard\", p * 5 + c * 30 + cr * 0.5)"}}`,
-		"group_ratio_setting.group_ratio":    `{"example-premium":0.25,"example-standard":0.5}`,
+		"billing_setting.group_billing_expr": `{"gpt-v-pro":{"gpt-5.6-sol":"tier(\"standard\", p * 5 + c * 30 + cr * 0.5)"}}`,
+		"group_ratio_setting.group_ratio":    `{"gpt-v-pro":0.2052,"gpt-v-mix":0.18}`,
 	}))
 	for _, tc := range []struct {
 		group    string
 		expected int
 		cost     float64
 	}{
-		{"example-premium", 1000, 8500},
-		{"example-standard", 1500, 6400},
+		{"gpt-v-pro", 513, 8500},
+		{"gpt-v-mix", 360, 6400},
 	} {
 		t.Run(tc.group, func(t *testing.T) {
 			ctx, _ := gin.CreateTestContext(httptest.NewRecorder())
diff --git a/relay/helper/image_generation_resolution_test.go b/relay/helper/image_generation_resolution_test.go
index 961b121..c260e62 100644
--- a/relay/helper/image_generation_resolution_test.go
+++ b/relay/helper/image_generation_resolution_test.go
@@ -12,9 +12,9 @@ func TestImageGenerationResolutionMapping(t *testing.T) {
 	cfg := model_setting.GetGlobalSettings()
 	oldGroup, oldModels := cfg.ImageGenerationGroup, cfg.ImageGenerationModels
 	t.Cleanup(func() { cfg.ImageGenerationGroup, cfg.ImageGenerationModels = oldGroup, oldModels })
-	cfg.ImageGenerationGroup, cfg.ImageGenerationModels = "example-images", []string{"gpt-image-2", "gpt-image-2-4k"}
+	cfg.ImageGenerationGroup, cfg.ImageGenerationModels = "gpt-images", []string{"gpt-image-2", "gpt-image-2-4k"}
 	for _, tc := range []struct{ size, tier string }{{"", "1k"}, {"auto", "1k"}, {"1024x1536", "1k"}, {"1536x1024", "1k"}, {"2048x1152", "2k"}, {"2048x2048", "2k"}, {"3840x2160", "4k"}, {"2160x3840", "4k"}, {"4k", "4k"}} {
-		info := &relaycommon.RelayInfo{OriginModelName: "gpt-image-2", UsingGroup: "example-images", ChannelMeta: &relaycommon.ChannelMeta{UpstreamModelName: "gpt-image-2"}}
+		info := &relaycommon.RelayInfo{OriginModelName: "gpt-image-2", UsingGroup: "gpt-images", ChannelMeta: &relaycommon.ChannelMeta{UpstreamModelName: "gpt-image-2"}}
 		image := &dto.ImageRequest{Model: "gpt-image-2", Size: tc.size}
 		require.NoError(t, mapImageGenerationResolution(info, image))
 		require.Equal(t, "gpt-image-2-"+tc.tier, info.UpstreamModelName)
diff --git a/relay/helper/openai_image_request_test.go b/relay/helper/openai_image_request_test.go
index 812a933..5d62138 100644
--- a/relay/helper/openai_image_request_test.go
+++ b/relay/helper/openai_image_request_test.go
@@ -115,38 +115,42 @@ func TestGetAndValidOpenAIImageRequestMultipartStream(t *testing.T) {
 	})
 }
 
-func TestImageBillingRequestUsesValidatedProviderCount(t *testing.T) {
+// Provider `parameters.n` is still bounded at ingress so a malformed multiplier
+// is a client error, but the billing quantity always follows the top-level n:
+// Ali image requests are served by the alibaba task plugin, which owns the
+// DashScope parameters.n semantics.
+func TestImageBillingRequestValidatesProviderCountWithoutOverriding(t *testing.T) {
 	for _, tc := range []struct {
-		body           string
-		channel, count int
-		invalid        bool
+		body    string
+		count   int
+		invalid bool
 	}{
-		{`{"model":"z-image","n":2,"parameters":{"n":3,"prompt_extend":true}}`, constant.ChannelTypeAli, 3, false},
-		{`{"model":"gpt-image-2","n":2,"parameters":{"n":3}}`, constant.ChannelTypeOpenAI, 2, false},
-		{`{"model":"z-image","n":2,"parameters":{"n":129}}`, constant.ChannelTypeAli, 0, true},
-		{`{"model":"z-image","parameters":{"n":-1}}`, constant.ChannelTypeAli, 0, true},
-		{`{"model":"z-image","n":2,"parameters":{}}`, constant.ChannelTypeAli, 2, false},
-		{`{"model":"z-image","n":2,"parameters":{"n":null}}`, constant.ChannelTypeAli, 2, false},
-		{`{"model":"z-image","n":2,"parameters":{"n":0}}`, constant.ChannelTypeAli, 0, true},
-		{`{"model":"z-image","parameters":{"n":1.5}}`, constant.ChannelTypeAli, 0, true},
-		{`{"model":"z-image","parameters":{"n":18446744073686646784}}`, constant.ChannelTypeAli, 0, true},
-		{`{"model":"z-image","parameters":{"n":128}}`, constant.ChannelTypeAli, 128, false},
-		{`{"model":"z-image","n":0}`, constant.ChannelTypeAli, 1, false},
-		{`{"model":"gpt-image-2","n":2,"parameters":{"n":0}}`, constant.ChannelTypeOpenAI, 2, false},
+		{`{"model":"z-image","n":2,"parameters":{"n":3,"prompt_extend":true}}`, 2, false},
+		{`{"model":"gpt-image-2","n":2,"parameters":{"n":3}}`, 2, false},
+		{`{"model":"z-image","n":2,"parameters":{"n":129}}`, 0, true},
+		{`{"model":"z-image","parameters":{"n":-1}}`, 0, true},
+		{`{"model":"z-image","n":2,"parameters":{}}`, 2, false},
+		{`{"model":"z-image","n":2,"parameters":{"n":null}}`, 2, false},
+		{`{"model":"z-image","n":2,"parameters":{"n":0}}`, 2, false},
+		{`{"model":"z-image","parameters":{"n":1.5}}`, 0, true},
+		{`{"model":"z-image","parameters":{"n":18446744073686646784}}`, 0, true},
+		{`{"model":"z-image","parameters":{"n":128}}`, 1, false},
+		{`{"model":"z-image","n":0}`, 1, false},
+		{`{"model":"gpt-image-2","n":2,"parameters":{"n":0}}`, 2, false},
 	} {
 		c, _ := gin.CreateTestContext(httptest.NewRecorder())
 		c.Request = httptest.NewRequest(http.MethodPost, "/v1/images/generations", bytes.NewBufferString(tc.body))
 		c.Request.Header.Set("Content-Type", "application/json")
-		common.SetContextKey(c, constant.ContextKeyChannelType, tc.channel)
+		common.SetContextKey(c, constant.ContextKeyChannelType, constant.ChannelTypeOpenAI)
 		request, err := GetAndValidOpenAIImageRequest(c, relayconstant.RelayModeImagesGenerations)
 		if tc.invalid {
-			require.Error(t, err)
+			require.Error(t, err, tc.body)
 			continue
 		}
-		require.NoError(t, err)
+		require.NoError(t, err, tc.body)
 		input, err := ResolveImageBillingRequestInput(c, &relaycommon.RelayInfo{Request: request}, billingexpr.RequestInput{})
 		require.NoError(t, err)
-		require.Equal(t, tc.count, *input.ImageCount)
+		require.Equal(t, tc.count, *input.ImageCount, tc.body)
 		cost, _, err := billingexpr.RunExprWithRequest(`tier("image", fixed(0.04)) * image_count`, billingexpr.TokenParams{}, input)
 		require.NoError(t, err)
 		require.Equal(t, float64(tc.count)*40000, cost)
diff --git a/relay/helper/price.go b/relay/helper/price.go
index d65cc9d..2f5fc9a 100644
--- a/relay/helper/price.go
+++ b/relay/helper/price.go
@@ -1,11 +1,12 @@
 package helper
 
 import (
+	"errors"
 	"fmt"
 	"strings"
 
 	"github.com/QuantumNous/new-api/common"
-	"github.com/QuantumNous/new-api/constant"
+	"github.com/QuantumNous/new-api/i18n"
 	"github.com/QuantumNous/new-api/logger"
 	"github.com/QuantumNous/new-api/model"
 	"github.com/QuantumNous/new-api/pkg/billingexpr"
@@ -14,6 +15,7 @@ import (
 	"github.com/QuantumNous/new-api/relaykit/relayconvert/reasoning"
 	"github.com/QuantumNous/new-api/relaykit/types"
 	"github.com/QuantumNous/new-api/setting/billing_setting"
+	"github.com/QuantumNous/new-api/setting/model_setting"
 	"github.com/QuantumNous/new-api/setting/operation_setting"
 	"github.com/QuantumNous/new-api/setting/ratio_setting"
 	hostreasoning "github.com/QuantumNous/new-api/setting/reasoning"
@@ -22,29 +24,17 @@ import (
 	"github.com/gin-gonic/gin"
 )
 
-func modelPriceNotConfiguredError(modelName string, userId int) error {
+func modelPriceNotConfiguredError(c *gin.Context, modelName string, userId int) error {
+	key := i18n.MsgRelayModelPriceNotConfigured
 	if model.IsAdmin(userId) {
-		return fmt.Errorf(
-			"模型 %s 的价格未配置。请前往「系统设置 → 运营设置」开启自用模式，或在「系统设置 → 分组与模型定价设置」中为该模型配置价格；"+
-				"Model %s price not configured. Go to System Settings → Operation Settings to enable self-use mode, or configure the model price in System Settings → Group & Model Pricing.",
-			modelName, modelName,
-		)
+		key = i18n.MsgRelayModelPriceNotConfiguredAdmin
 	}
-	return fmt.Errorf(
-		"模型 %s 的价格尚未由管理员配置，暂时无法使用，请联系站点管理员开启该模型；"+
-			"Model %s has not been priced by the administrator yet. Please contact the site administrator to enable this model.",
-		modelName, modelName,
-	)
+	return errors.New(i18n.T(c, key, map[string]any{"Model": modelName}))
 }
 
 // https://docs.claude.com/en/docs/build-with-claude/prompt-caching#1-hour-cache-duration
 const claudeCacheCreation1hMultiplier = 6 / 3.75
 
-// defaultTieredPreConsumeMaxTokens is the fallback completion-token estimate
-// used for tiered expression pre-consume when the client omits max_tokens, so
-// the pre-consumed quota still reflects a plausible output cost in paid groups.
-const defaultTieredPreConsumeMaxTokens = 8192
-
 // HandleGroupRatio checks for "auto_group" in the context and updates the group ratio and relayInfo.UsingGroup if present
 func HandleGroupRatio(ctx *gin.Context, relayInfo *relaycommon.RelayInfo) hosttypes.GroupRatioInfo {
 	if autoGroup, exists := ctx.Get("auto_group"); exists {
@@ -54,6 +44,16 @@ func HandleGroupRatio(ctx *gin.Context, relayInfo *relaycommon.RelayInfo) hostty
 	return model.EffectiveGroupRatio(ctx, relayInfo.UserGroup, relayInfo.UsingGroup)
 }
 
+func deepSeekOfficialGroupRatio(info *relaycommon.RelayInfo, ratio hosttypes.GroupRatioInfo) hosttypes.GroupRatioInfo {
+	if info == nil || info.UsingGroup != billing_setting.DeepSeekOfficialGroup {
+		return ratio
+	}
+	return hosttypes.GroupRatioInfo{
+		GroupRatio:        billing_setting.DeepSeekOfficialGroupRatio,
+		GroupSpecialRatio: -1,
+	}
+}
+
 func ModelPriceHelper(c *gin.Context, info *relaycommon.RelayInfo, promptTokens int, meta *types.TokenCountMeta) (hosttypes.PriceData, error) {
 	if info != nil {
 		if matched := resolveBillingModelName(info.GetOriginModelName()); matched != "" && matched != info.OriginModelName {
@@ -65,10 +65,16 @@ func ModelPriceHelper(c *gin.Context, info *relaycommon.RelayInfo, promptTokens
 
 	groupRatioInfo := HandleGroupRatio(c, info)
 
+	if info.UsingGroup == billing_setting.DeepSeekOfficialGroup {
+		if _, ok := billing_setting.GetGroupBillingExpr(info.UsingGroup, billingModelName); ok {
+			groupRatioInfo = deepSeekOfficialGroupRatio(info, groupRatioInfo)
+		}
+	}
+
 	// Check if this model uses tiered_expr billing
 	_, hasGroupExpr := billing_setting.GetGroupBillingExpr(info.UsingGroup, billingModelName)
 	if hasGroupExpr || billing_setting.GetBillingMode(billingModelName) == billing_setting.BillingModeTieredExpr {
-		return modelPriceHelperTiered(c, info, billingModelName, promptTokens, meta, groupRatioInfo)
+		return modelPriceHelperTiered(c, info, billingModelName, promptTokens, groupRatioInfo)
 	}
 
 	var preConsumedQuota int
@@ -83,10 +89,11 @@ func ModelPriceHelper(c *gin.Context, info *relaycommon.RelayInfo, promptTokens
 	var audioCompletionRatio float64
 	var freeModel bool
 	if !usePrice {
-		preConsumedTokens := common.Max(promptTokens, common.PreConsumedQuota)
-		if meta.MaxTokens != 0 {
-			preConsumedTokens += meta.MaxTokens
+		preConsumeMultiplier, err := operation_setting.InputPreConsumeMultiplier()
+		if err != nil {
+			return hosttypes.PriceData{}, err
 		}
+		preConsumedTokens := float64(promptTokens) * preConsumeMultiplier
 		var success bool
 		var matchName string
 		modelRatio, success, matchName = ratio_setting.GetModelRatio(billingModelName)
@@ -96,7 +103,7 @@ func ModelPriceHelper(c *gin.Context, info *relaycommon.RelayInfo, promptTokens
 				acceptUnsetRatio = true
 			}
 			if !acceptUnsetRatio {
-				return hosttypes.PriceData{}, modelPriceNotConfiguredError(matchName, info.UserId)
+				return hosttypes.PriceData{}, modelPriceNotConfiguredError(c, matchName, info.UserId)
 			}
 		}
 		completionRatio = ratio_setting.GetCompletionRatio(billingModelName)
@@ -109,13 +116,13 @@ func ModelPriceHelper(c *gin.Context, info *relaycommon.RelayInfo, promptTokens
 		audioRatio = ratio_setting.GetAudioRatio(billingModelName)
 		audioCompletionRatio = ratio_setting.GetAudioCompletionRatio(billingModelName)
 		ratio := modelRatio * groupRatioInfo.GroupRatio
-		quota, err := common.QuotaFromFloatStrict(float64(preConsumedTokens) * ratio)
+		quota, err := common.QuotaFromFloatStrict(preConsumedTokens * ratio)
 		if err != nil {
 			return hosttypes.PriceData{}, err
 		}
 		preConsumedQuota = quota
 		if _, image := info.Request.(*dto.ImageRequest); image {
-			info.ImageQuotaBeforeGroup = float64(preConsumedTokens) * modelRatio
+			info.ImageQuotaBeforeGroup = preConsumedTokens * modelRatio
 		}
 	} else {
 		if meta.ImagePriceRatio != 0 {
@@ -167,25 +174,13 @@ func ModelPriceHelper(c *gin.Context, info *relaycommon.RelayInfo, promptTokens
 		}
 	}
 	if request, image := info.Request.(*dto.ImageRequest); image {
-		channelType := common.GetContextKeyInt(c, constant.ContextKeyChannelType)
-		count, err := request.ImageCount(channelType == constant.ChannelTypeAli)
+		count, err := request.ImageCount(false)
 		if err != nil {
 			return hosttypes.PriceData{}, err
 		}
-		if usePrice || channelType == constant.ChannelTypeAli {
+		if usePrice {
 			priceData.AddOtherRatio("n", float64(count))
 		}
-		if channelType == constant.ChannelTypeAli && request.BillingParameters != nil && request.BillingParameters.PromptExtend != nil && *request.BillingParameters.PromptExtend {
-			// Resolve only routing identity; do not initialize ChannelMeta on the
-			// real request, which also distinguishes the first channel attempt.
-			mapped := &relaycommon.RelayInfo{OriginModelName: info.OriginModelName, ChannelMeta: &relaycommon.ChannelMeta{UpstreamModelName: info.OriginModelName}}
-			if err := ModelMappedHelper(c, mapped, nil); err != nil {
-				return hosttypes.PriceData{}, err
-			}
-			if strings.Contains(mapped.UpstreamModelName, "z-image") {
-				priceData.AddOtherRatio("prompt_extend", common.ZImagePromptExtendMultiplier)
-			}
-		}
 		if !usePrice {
 			quota, err := common.QuotaFromFloatStrict(priceData.ApplyOtherRatiosToFloat(info.ImageQuotaBeforeGroup * groupRatioInfo.GroupRatio))
 			if err != nil {
@@ -232,7 +227,7 @@ func ModelPriceHelperPerCall(c *gin.Context, info *relaycommon.RelayInfo) (hostt
 				acceptUnsetRatio = true
 			}
 			if !ratioSuccess && !acceptUnsetRatio {
-				return hosttypes.PriceData{}, modelPriceNotConfiguredError(matchName, info.UserId)
+				return hosttypes.PriceData{}, modelPriceNotConfiguredError(c, matchName, info.UserId)
 			}
 		}
 	}
@@ -314,6 +309,11 @@ func resolveBillingModelName(origin string) string {
 	}
 	candidates = append(candidates, hostreasoning.CanonicalBillingModelNames(origin)...)
 	base := hostreasoning.BaseModelName(origin)
+	// DeepSeek thinking tails (-none/-low/-max) bill at the base model's price,
+	// with or without @ modifiers after them.
+	if deepSeekBase, _, _, ok := reasoning.ParseDeepSeekV4ThinkingSuffix(base); ok && !model_setting.ShouldPreserveThinkingSuffix(base) {
+		candidates = append(candidates, deepSeekBase)
+	}
 	candidates = append(candidates, base)
 
 	seen := make(map[string]struct{}, len(candidates))
@@ -337,19 +337,23 @@ func resolveBillingModelName(origin string) string {
 	return matched
 }
 
-func modelPriceHelperTiered(c *gin.Context, info *relaycommon.RelayInfo, billingModelName string, promptTokens int, meta *types.TokenCountMeta, groupRatioInfo hosttypes.GroupRatioInfo) (hosttypes.PriceData, error) {
+func modelPriceHelperTiered(c *gin.Context, info *relaycommon.RelayInfo, billingModelName string, promptTokens int, groupRatioInfo hosttypes.GroupRatioInfo) (hosttypes.PriceData, error) {
 	exprStr, ok := billing_setting.GetBillingExprForGroup(info.UsingGroup, billingModelName)
 	if !ok {
 		return hosttypes.PriceData{}, fmt.Errorf("model %s is configured as tiered_expr but has no billing expression", billingModelName)
 	}
+	return modelPriceHelperTieredWithExpr(c, info, billingModelName, promptTokens, groupRatioInfo, exprStr)
+}
+
+func modelPriceHelperTieredWithExpr(c *gin.Context, info *relaycommon.RelayInfo, billingModelName string, promptTokens int, groupRatioInfo hosttypes.GroupRatioInfo, exprStr string) (hosttypes.PriceData, error) {
 	exprHash := billingexpr.ExprHashString(exprStr)
 	if info.RelayFormat == types.RelayFormatOpenAIRealtime && billingexpr.UsesFixedPricingByHash(exprStr, exprHash) {
 		return hosttypes.PriceData{}, fmt.Errorf("fixed pricing is not supported for Realtime requests")
 	}
 
-	estimatedCompletionTokens := meta.MaxTokens
-	if estimatedCompletionTokens == 0 && groupRatioInfo.GroupRatio != 0 {
-		estimatedCompletionTokens = defaultTieredPreConsumeMaxTokens
+	preConsumeMultiplier, err := operation_setting.InputPreConsumeMultiplier()
+	if err != nil {
+		return hosttypes.PriceData{}, err
 	}
 
 	requestInput, err := ResolveIncomingBillingExprRequestInput(c, info)
@@ -365,7 +369,7 @@ func modelPriceHelperTiered(c *gin.Context, info *relaycommon.RelayInfo, billing
 
 	rawCost, trace, err := billingexpr.RunExprByHashWithRequest(exprStr, exprHash, billingexpr.TokenParams{
 		P:   float64(promptTokens),
-		C:   float64(estimatedCompletionTokens),
+		C:   0,
 		Len: float64(promptTokens),
 	}, requestInput)
 	if err != nil {
@@ -374,6 +378,11 @@ func modelPriceHelperTiered(c *gin.Context, info *relaycommon.RelayInfo, billing
 
 	// Expression coefficients are $/1M tokens prices; convert to quota the same way per-call billing does.
 	quotaBeforeGroup := rawCost / 1_000_000 * common.QuotaPerUnit
+	// Scale the reservation, preserving the expression's context-length tier
+	// and leaving actual settlement and fixed request prices unchanged.
+	if trace.BillingUnit != billingexpr.BillingUnitRequest {
+		quotaBeforeGroup *= preConsumeMultiplier
+	}
 	preConsumedQuota, err := billingexpr.QuotaRoundStrict(quotaBeforeGroup * groupRatioInfo.GroupRatio)
 	if err != nil {
 		return hosttypes.PriceData{}, err
@@ -395,7 +404,8 @@ func modelPriceHelperTiered(c *gin.Context, info *relaycommon.RelayInfo, billing
 		ExprHash:                  exprHash,
 		GroupRatio:                groupRatioInfo.GroupRatio,
 		EstimatedPromptTokens:     promptTokens,
-		EstimatedCompletionTokens: estimatedCompletionTokens,
+		EstimatedCompletionTokens: 0,
+		PreConsumeMultiplier:      preConsumeMultiplier,
 		EstimatedQuotaBeforeGroup: quotaBeforeGroup,
 		EstimatedQuotaAfterGroup:  preConsumedQuota,
 		EstimatedTier:             trace.MatchedTier,
diff --git a/relay/helper/price_test.go b/relay/helper/price_test.go
index 823a28d..ba11987 100644
--- a/relay/helper/price_test.go
+++ b/relay/helper/price_test.go
@@ -1,15 +1,19 @@
 package helper
 
 import (
+	"fmt"
 	"net/http"
 	"net/http/httptest"
 	"testing"
 
 	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/constant"
+	"github.com/QuantumNous/new-api/i18n"
 	"github.com/QuantumNous/new-api/pkg/billingexpr"
 	relaycommon "github.com/QuantumNous/new-api/relay/common"
 	"github.com/QuantumNous/new-api/relaykit/dto"
 	"github.com/QuantumNous/new-api/relaykit/types"
+	"github.com/QuantumNous/new-api/service"
 	"github.com/QuantumNous/new-api/setting/billing_setting"
 	"github.com/QuantumNous/new-api/setting/config"
 	"github.com/QuantumNous/new-api/setting/model_setting"
@@ -20,6 +24,39 @@ import (
 	"github.com/stretchr/testify/require"
 )
 
+func TestDeepSeekOfficialGroupUsesFixed045Ratio(t *testing.T) {
+	savedRatios := ratio_setting.GroupRatio2JSONString()
+	t.Cleanup(func() { require.NoError(t, ratio_setting.UpdateGroupRatioByJSONString(savedRatios)) })
+	require.NoError(t, ratio_setting.UpdateGroupRatioByJSONString(`{"Deepseek官Key":0.3,"default":1}`))
+
+	ctx, _ := gin.CreateTestContext(httptest.NewRecorder())
+	ctx.Request = httptest.NewRequest(http.MethodPost, "/v1/chat/completions", nil)
+	info := &relaycommon.RelayInfo{
+		OriginModelName: "deepseek-v4.1-flash",
+		UserGroup:       "default",
+		UsingGroup:      billing_setting.DeepSeekOfficialGroup,
+		ChannelMeta:     &relaycommon.ChannelMeta{ChannelType: constant.ChannelTypeOpenAI},
+		BillingRequestInput: &billingexpr.RequestInput{
+			Body: []byte(`{}`),
+		},
+	}
+
+	price, err := ModelPriceHelper(ctx, info, 1000, &types.TokenCountMeta{})
+	require.NoError(t, err)
+	assert.Equal(t, billing_setting.DeepSeekOfficialGroupRatio, price.GroupRatioInfo.GroupRatio)
+	assert.Equal(t, billing_setting.DeepSeekOfficialGroupRatio, info.TieredBillingSnapshot.GroupRatio)
+	assert.Equal(t, billing_setting.BillingModeTieredExpr, info.TieredBillingSnapshot.BillingMode)
+	expression, ok := billing_setting.GetGroupBillingExpr(info.UsingGroup, info.GetBillingModelName())
+	require.True(t, ok)
+	assert.Equal(t, expression, info.TieredBillingSnapshot.ExprString)
+	info.ChannelMeta.ChannelType = constant.ChannelTypeDeepSeek
+	_, err = ModelPriceHelper(ctx, info, 1000, &types.TokenCountMeta{})
+	require.NoError(t, err)
+	assert.Equal(t, expression, info.TieredBillingSnapshot.ExprString)
+	_, hasDomesticOverride := billing_setting.GetGroupBillingExpr("国模", info.GetBillingModelName())
+	assert.False(t, hasDomesticOverride)
+}
+
 func TestModelPriceHelperTieredUsesPreloadedRequestInput(t *testing.T) {
 	gin.SetMode(gin.TestMode)
 
@@ -109,7 +146,7 @@ func TestFixedPricePreConsumeAndRealtimeRejection(t *testing.T) {
 	}
 }
 
-func TestModelPriceHelperTieredPreConsumeMaxTokensFallback(t *testing.T) {
+func TestModelPriceHelperTieredInputPreConsumeMultiplier(t *testing.T) {
 	gin.SetMode(gin.TestMode)
 
 	saved := map[string]string{}
@@ -123,41 +160,25 @@ func TestModelPriceHelperTieredPreConsumeMaxTokensFallback(t *testing.T) {
 
 	require.NoError(t, config.GlobalConfig.LoadFromDB(map[string]string{
 		"billing_setting.billing_mode":    `{"tiered-fallback-model":"tiered_expr"}`,
-		"billing_setting.billing_expr":    `{"tiered-fallback-model":"tier(\"base\", p * 3 + c * 15)"}`,
+		"billing_setting.billing_expr":    `{"tiered-fallback-model":"len <= 1200 ? tier(\"base\", p * 3 + c * 15) : tier(\"long\", p * 30 + c * 150)"}`,
 		"group_ratio_setting.group_ratio": `{"default":1,"free":0}`,
 	}))
 
-	const promptTokens = 1000
-
 	cases := []struct {
-		name      string
-		group     string
-		maxTokens int
-		expected  int
+		name       string
+		group      string
+		prompt     int
+		maxTokens  int
+		multiplier float64
+		expected   int
 	}{
-		{
-			// max_tokens omitted in a paid group -> fall back to 8192 completion tokens.
-			// p*3 + c*15 = 1000*3 + 8192*15 = 125880 -> /1e6 * 500000 = 62940
-			name:      "non-free group falls back to 8192 completion tokens",
-			group:     "default",
-			maxTokens: 0,
-			expected:  62940,
-		},
-		{
-			// explicit max_tokens is used verbatim, no fallback.
-			// 1000*3 + 100*15 = 4500 -> /1e6 * 500000 = 2250
-			name:      "explicit max_tokens is used verbatim",
-			group:     "default",
-			maxTokens: 100,
-			expected:  2250,
-		},
-		{
-			// free group (ratio 0) stays zero; fallback is gated on non-zero group ratio.
-			name:      "free group stays zero without fallback",
-			group:     "free",
-			maxTokens: 0,
-			expected:  0,
-		},
+		{"default uses only input", "default", 1000, 0, 1, 1500},
+		{"explicit output limit does not increase reservation", "default", 1000, 100, 1, 1500},
+		{"fraction below one", "default", 1000, 0, 0.5, 750},
+		{"fraction above one preserves context tier", "default", 1000, 0, 2.5, 3750},
+		{"small input has no token floor", "default", 100, 0, 1, 150},
+		{"zero input", "default", 0, 100, 1, 0},
+		{"free group", "free", 1000, 0, 2.5, 0},
 	}
 
 	for _, tc := range cases {
@@ -180,9 +201,18 @@ func TestModelPriceHelperTieredPreConsumeMaxTokensFallback(t *testing.T) {
 				},
 			}
 
-			priceData, err := ModelPriceHelper(ctx, info, promptTokens, &types.TokenCountMeta{MaxTokens: tc.maxTokens})
+			operation_setting.GetQuotaSetting().PreConsumeMultiplier = tc.multiplier
+			priceData, err := ModelPriceHelper(ctx, info, tc.prompt, &types.TokenCountMeta{MaxTokens: tc.maxTokens})
 			require.NoError(t, err)
-			require.Equal(t, tc.expected, priceData.QuotaToPreConsume)
+			assert.Equal(t, tc.expected, priceData.QuotaToPreConsume)
+			require.NotNil(t, info.TieredBillingSnapshot)
+			actual, err := billingexpr.ComputeTieredQuotaWithRequest(info.TieredBillingSnapshot, billingexpr.TokenParams{P: 1000, C: 100, Len: 1000}, *info.BillingRequestInput)
+			require.NoError(t, err)
+			wantActual := 2250
+			if tc.group == "free" {
+				wantActual = 0
+			}
+			assert.Equal(t, wantActual, actual.ActualQuotaAfterGroup, "reservation multiplier must not change settlement")
 		})
 	}
 }
@@ -650,6 +680,60 @@ func TestModelPriceHelperPreservesGpt51CodexMaxIdentity(t *testing.T) {
 	assert.Equal(t, 1.75, priceData.ModelRatio)
 }
 
+// DeepSeek thinking tails and @ modifiers bill at the base model's built-in
+// expression; a name on the thinking-suffix blacklist stays opaque and needs
+// its own price.
+func TestModelPriceHelperDeepSeekThinkingTailsBillAtBase(t *testing.T) {
+	gin.SetMode(gin.TestMode)
+	require.NoError(t, i18n.Init())
+	saved := map[string]string{}
+	require.NoError(t, config.GlobalConfig.SaveToDB(func(key, value string) error {
+		saved[key] = value
+		return nil
+	}))
+	t.Cleanup(func() { require.NoError(t, config.GlobalConfig.LoadFromDB(saved)) })
+	require.NoError(t, config.GlobalConfig.LoadFromDB(map[string]string{
+		"billing_setting.billing_mode": `{}`,
+		"billing_setting.billing_expr": `{}`,
+	}))
+	oldSelfUse := operation_setting.SelfUseModeEnabled
+	operation_setting.SelfUseModeEnabled = false
+	t.Cleanup(func() { operation_setting.SelfUseModeEnabled = oldSelfUse })
+	settings := model_setting.GetGlobalSettings()
+	originalBlacklist := append([]string(nil), settings.ThinkingModelBlacklist...)
+	t.Cleanup(func() { settings.ThinkingModelBlacklist = originalBlacklist })
+	settings.ThinkingModelBlacklist = append(originalBlacklist, "deepseek-v4-pro-max")
+
+	ctx, _ := gin.CreateTestContext(httptest.NewRecorder())
+	ctx.Request = httptest.NewRequest(http.MethodPost, "/v1/chat/completions", nil)
+	ctx.Set("group", "default")
+	for origin, base := range map[string]string{
+		"deepseek-flash-none":           "deepseek-flash",
+		"deepseek-flash-low":            "deepseek-flash",
+		"deepseek-flash-max":            "deepseek-flash",
+		"deepseek-v4-pro-low":           "deepseek-v4-pro",
+		"deepseek-flash@effort:max":     "deepseek-flash",
+		"deepseek-flash-max@effort:low": "deepseek-flash",
+		"deepseek-v4-pro@thinking:off":  "deepseek-v4-pro",
+	} {
+		info := &relaycommon.RelayInfo{
+			OriginModelName: origin, UserGroup: "default", UsingGroup: "default",
+			BillingRequestInput: &billingexpr.RequestInput{Body: []byte(`{}`)},
+		}
+		_, err := ModelPriceHelper(ctx, info, 1000, &types.TokenCountMeta{})
+		require.NoError(t, err, origin)
+		assert.Equal(t, base, info.BillingModelName, origin)
+		expression, _ := billing_setting.GetBuiltinBillingExpr(base)
+		require.NotNil(t, info.TieredBillingSnapshot, origin)
+		assert.Equal(t, expression, info.TieredBillingSnapshot.ExprString, origin)
+	}
+
+	info := &relaycommon.RelayInfo{OriginModelName: "deepseek-v4-pro-max", UserGroup: "default", UsingGroup: "default"}
+	_, err := ModelPriceHelper(ctx, info, 1000, &types.TokenCountMeta{})
+	require.Error(t, err)
+	assert.Equal(t, "deepseek-v4-pro-max", info.GetBillingModelName())
+}
+
 func TestModelPriceHelperNativeGeminiNoThinkingDoesNotAliasBillingModel(t *testing.T) {
 	gin.SetMode(gin.TestMode)
 
@@ -695,3 +779,58 @@ func TestModelPriceHelperNativeGeminiNoThinkingDoesNotAliasBillingModel(t *testi
 	assert.Equal(t, 1.25, priceData.ModelRatio)
 	assert.NotEqual(t, 37.5, priceData.ModelRatio)
 }
+
+func TestInputPreConsumeMultiplierLegacyAndRequestPrices(t *testing.T) {
+	previous := config.GlobalConfig.ExportAllConfigs()
+	previousRatios, previousPrices := ratio_setting.ModelRatio2JSONString(), ratio_setting.ModelPrice2JSONString()
+	t.Cleanup(func() {
+		require.NoError(t, config.GlobalConfig.LoadFromDB(previous))
+		require.NoError(t, ratio_setting.UpdateModelRatioByJSONString(previousRatios))
+		require.NoError(t, ratio_setting.UpdateModelPriceByJSONString(previousPrices))
+	})
+	require.NoError(t, ratio_setting.UpdateModelRatioByJSONString(`{"legacy-input-policy":1.5}`))
+	require.NoError(t, ratio_setting.UpdateModelPriceByJSONString(`{"request-input-policy":0.01}`))
+	require.NoError(t, config.GlobalConfig.LoadFromDB(map[string]string{
+		"billing_setting.billing_mode":    `{"fixed-input-policy":"tiered_expr","image-input-policy":"tiered_expr"}`,
+		"billing_setting.billing_expr":    `{"fixed-input-policy":"tier(\"request\", fixed(0.01))","image-input-policy":"tier(\"image\", p * 3) * image_count"}`,
+		"group_ratio_setting.group_ratio": `{"default":1}`,
+	}))
+	for _, tc := range []struct {
+		model        string
+		multiplier   float64
+		prompt, want int
+	}{
+		{"legacy-input-policy", 0.5, 100, 75},
+		{"legacy-input-policy", 2.5, 100, 375},
+		{"legacy-input-policy", 1, 0, 0},
+		{"request-input-policy", 2.5, 100, 5000},
+		{"fixed-input-policy", 2.5, 100, 5000},
+		{"image-input-policy", 2.5, 100, 375},
+	} {
+		t.Run(tc.model+"/"+fmt.Sprint(tc.multiplier, "/", tc.prompt), func(t *testing.T) {
+			operation_setting.GetQuotaSetting().PreConsumeMultiplier = tc.multiplier
+			ctx, _ := gin.CreateTestContext(httptest.NewRecorder())
+			ctx.Request = httptest.NewRequest(http.MethodPost, "/v1/chat/completions", nil)
+			info := &relaycommon.RelayInfo{OriginModelName: tc.model, UserGroup: "default", UsingGroup: "default", BillingRequestInput: &billingexpr.RequestInput{}}
+			price, err := ModelPriceHelper(ctx, info, tc.prompt, &types.TokenCountMeta{MaxTokens: 10000})
+			require.NoError(t, err)
+			assert.Equal(t, tc.want, price.QuotaToPreConsume)
+			if tc.model == "image-input-policy" {
+				reservation := &priceTestReservation{held: price.QuotaToPreConsume}
+				info.Billing = reservation
+				operation_setting.GetQuotaSetting().PreConsumeMultiplier = 10
+				require.Nil(t, service.PrepareImageBillingForRequest(ctx, info, 2))
+				assert.Equal(t, 750, reservation.held, "retry must reuse the original fractional multiplier")
+			}
+		})
+	}
+}
+
+// priceTestReservation observes the reservation requested before image submission.
+type priceTestReservation struct{ held int }
+
+func (s *priceTestReservation) Settle(int) error         { return nil }
+func (s *priceTestReservation) Refund(*gin.Context)      {}
+func (s *priceTestReservation) NeedsRefund() bool        { return false }
+func (s *priceTestReservation) GetPreConsumedQuota() int { return s.held }
+func (s *priceTestReservation) Reserve(quota int) error  { s.held = max(s.held, quota); return nil }
diff --git a/relay/helper/reasoning_suffix_test.go b/relay/helper/reasoning_suffix_test.go
index 592d26a..b1ef965 100644
--- a/relay/helper/reasoning_suffix_test.go
+++ b/relay/helper/reasoning_suffix_test.go
@@ -161,6 +161,27 @@ func TestApplyReasoningModelSuffixGeminiNoThinkingWhenAdapterEnabled(t *testing.
 	assert.Equal(t, "none", info.ReasoningConversion.Effort)
 }
 
+func TestApplyReasoningModelSuffixClaudeEffortTailKeptWhenAdapterDisabled(t *testing.T) {
+	settings := model_setting.GetClaudeSettings()
+	original := settings.ThinkingAdapterEnabled
+	t.Cleanup(func() { settings.ThinkingAdapterEnabled = original })
+	settings.ThinkingAdapterEnabled = false
+
+	req := &dto.ClaudeRequest{Model: "claude-opus-5-5-high"}
+	info := &relaycommon.RelayInfo{
+		OriginModelName: "claude-opus-5-5-high",
+		Request:         req,
+		ChannelMeta: &relaycommon.ChannelMeta{
+			UpstreamModelName: "claude-opus-5-5-high",
+		},
+	}
+
+	mustApplyReasoningModelSuffix(t, info, req)
+	assert.Equal(t, "claude-opus-5-5-high", info.UpstreamModelName)
+	assert.Equal(t, "claude-opus-5-5-high", req.Model)
+	assert.Nil(t, info.ReasoningConversion)
+}
+
 func TestApplyReasoningModelSuffixPreservesEffortTailModelID(t *testing.T) {
 	info := &relaycommon.RelayInfo{
 		OriginModelName: "qwen-max",
diff --git a/relay/helper/stream_scanner.go b/relay/helper/stream_scanner.go
index d619fbd..6fead9e 100644
--- a/relay/helper/stream_scanner.go
+++ b/relay/helper/stream_scanner.go
@@ -161,7 +161,7 @@ func StreamScannerHandler(c *gin.Context, resp *http.Response, info *relaycommon
 		gopool.Go(func() {
 			defer func() {
 				if r := recover(); r != nil {
-					logger.LogError(c, fmt.Sprintf("ping goroutine panic: %v", r))
+					logger.LogError(c, common.LogText("ping goroutine panic: %v", r))
 					info.StreamStatus.SetEndReason(relaycommon.StreamEndReasonPanic, fmt.Errorf("ping panic: %v", r))
 					stop()
 				}
@@ -185,7 +185,7 @@ func StreamScannerHandler(c *gin.Context, resp *http.Response, info *relaycommon
 						err = PingData(c)
 					}()
 					if err != nil {
-						logger.LogError(c, "ping data error: "+err.Error())
+						logger.LogError(c, common.LogText("ping data error: %s", err.Error()))
 						info.StreamStatus.SetEndReason(relaycommon.StreamEndReasonPingFail, err)
 						return
 					}
@@ -198,7 +198,7 @@ func StreamScannerHandler(c *gin.Context, resp *http.Response, info *relaycommon
 					// 监听客户端断开连接
 					return
 				case <-pingTimeout.C:
-					logger.LogError(c, "ping goroutine max duration reached")
+					logger.LogError(c, common.LogText("ping goroutine max duration reached"))
 					return
 				}
 			}
@@ -211,7 +211,7 @@ func StreamScannerHandler(c *gin.Context, resp *http.Response, info *relaycommon
 	gopool.Go(func() {
 		defer func() {
 			if r := recover(); r != nil {
-				logger.LogError(c, fmt.Sprintf("data handler goroutine panic: %v", r))
+				logger.LogError(c, common.LogText("data handler goroutine panic: %v", r))
 				info.StreamStatus.SetEndReason(relaycommon.StreamEndReasonPanic, fmt.Errorf("handler panic: %v", r))
 			}
 			stop()
@@ -238,7 +238,7 @@ func StreamScannerHandler(c *gin.Context, resp *http.Response, info *relaycommon
 		defer func() {
 			close(dataChan)
 			if r := recover(); r != nil {
-				logger.LogError(c, fmt.Sprintf("scanner goroutine panic: %v", r))
+				logger.LogError(c, common.LogText("scanner goroutine panic: %v", r))
 				info.StreamStatus.SetEndReason(relaycommon.StreamEndReasonPanic, fmt.Errorf("scanner panic: %v", r))
 			}
 			stop()
@@ -272,6 +272,7 @@ func StreamScannerHandler(c *gin.Context, resp *http.Response, info *relaycommon
 				continue
 			}
 			if !strings.HasPrefix(data, "[DONE]") {
+				info.UpstreamTiming.Mark("first_sse_data")
 				info.SetFirstResponseTime()
 				info.ReceivedResponseCount++
 
@@ -291,7 +292,7 @@ func StreamScannerHandler(c *gin.Context, resp *http.Response, info *relaycommon
 
 		if err := scanner.Err(); err != nil {
 			if err != io.EOF {
-				logger.LogError(c, "scanner error: "+err.Error())
+				logger.LogError(c, common.LogText("scanner error: %s", err.Error()))
 				info.StreamStatus.SetEndReason(relaycommon.StreamEndReasonScannerErr, err)
 			}
 		}
@@ -337,8 +338,8 @@ func StreamScannerHandler(c *gin.Context, resp *http.Response, info *relaycommon
 
 	cleanup(true)
 	if info.StreamStatus.IsNormalEnd() && !info.StreamStatus.HasErrors() {
-		logger.LogInfo(c, fmt.Sprintf("stream ended: %s", info.StreamStatus.Summary()))
+		logger.LogInfo(c, common.LogText("stream ended: %s", info.StreamStatus.Summary()))
 	} else {
-		logger.LogError(c, fmt.Sprintf("stream ended: %s, received=%d", info.StreamStatus.Summary(), info.ReceivedResponseCount))
+		logger.LogError(c, common.LogText("stream ended: %s, received=%d", info.StreamStatus.Summary(), info.ReceivedResponseCount))
 	}
 }
diff --git a/relay/helper/valid_request.go b/relay/helper/valid_request.go
index 19eaf4d..d570975 100644
--- a/relay/helper/valid_request.go
+++ b/relay/helper/valid_request.go
@@ -10,7 +10,6 @@ import (
 	"strings"
 
 	"github.com/QuantumNous/new-api/common"
-	"github.com/QuantumNous/new-api/constant"
 	"github.com/QuantumNous/new-api/logger"
 	relayconstant "github.com/QuantumNous/new-api/relay/constant"
 	"github.com/QuantumNous/new-api/relaykit/dto"
@@ -42,6 +41,8 @@ func GetAndValidateRequest(c *gin.Context, format types.RelayFormat) (request dt
 		request, err = GetAndValidateResponsesCompactionRequest(c)
 	case types.RelayFormatOpenAIAlphaSearch:
 		request, err = GetAndValidateAlphaSearchRequest(c)
+	case types.RelayFormatDeepSeekTools:
+		request, err = GetAndValidateDeepSeekToolsRequest(c)
 
 	case types.RelayFormatOpenAIImage:
 		request, err = GetAndValidOpenAIImageRequest(c, relayMode)
@@ -85,7 +86,7 @@ func GetAndValidateRerankRequest(c *gin.Context) (*dto.RerankRequest, error) {
 	var rerankRequest *dto.RerankRequest
 	err := common.UnmarshalBodyReusable(c, &rerankRequest)
 	if err != nil {
-		logger.LogError(c, fmt.Sprintf("getAndValidateTextRequest failed: %s", err.Error()))
+		logger.LogError(c, common.LogText("getAndValidateTextRequest failed: %s", err.Error()))
 		return nil, types.NewError(err, types.ErrorCodeInvalidRequest, types.ErrOptionWithSkipRetry())
 	}
 
@@ -102,7 +103,7 @@ func GetAndValidateEmbeddingRequest(c *gin.Context, relayMode int) (*dto.Embeddi
 	var embeddingRequest *dto.EmbeddingRequest
 	err := common.UnmarshalBodyReusable(c, &embeddingRequest)
 	if err != nil {
-		logger.LogError(c, fmt.Sprintf("getAndValidateTextRequest failed: %s", err.Error()))
+		logger.LogError(c, common.LogText("getAndValidateTextRequest failed: %s", err.Error()))
 		return nil, types.NewError(err, types.ErrorCodeInvalidRequest, types.ErrOptionWithSkipRetry())
 	}
 
@@ -171,6 +172,28 @@ func GetAndValidateAlphaSearchRequest(c *gin.Context) (*dto.AlphaSearchRequest,
 	return request, nil
 }
 
+// GetAndValidateDeepSeekToolsRequest keeps the raw body for forwarding. The
+// upstream validates query/url itself, and no field changes the per-call price.
+func GetAndValidateDeepSeekToolsRequest(c *gin.Context) (*dto.DeepSeekToolsRequest, error) {
+	request := &dto.DeepSeekToolsRequest{}
+	if err := common.UnmarshalBodyReusable(c, request); err != nil {
+		return nil, err
+	}
+	storage, err := common.GetBodyStorage(c)
+	if err != nil {
+		return nil, err
+	}
+	rawBody, err := storage.Bytes()
+	if err != nil {
+		return nil, err
+	}
+	if len(rawBody) == 0 {
+		return nil, errors.New("request body is empty")
+	}
+	request.RawBody = rawBody
+	return request, nil
+}
+
 func GetAndValidateResponsesCompactionRequest(c *gin.Context) (*dto.OpenAIResponsesCompactionRequest, error) {
 	request := &dto.OpenAIResponsesCompactionRequest{}
 	if err := common.UnmarshalBodyReusable(c, request); err != nil {
@@ -283,7 +306,7 @@ func GetAndValidOpenAIImageRequest(c *gin.Context, relayMode int) (*dto.ImageReq
 		}
 		imageRequest.BillingParameters = parameters
 	}
-	if _, err := imageRequest.ImageCount(common.GetContextKeyInt(c, constant.ContextKeyChannelType) == constant.ChannelTypeAli); err != nil {
+	if _, err := imageRequest.ImageCount(false); err != nil {
 		return nil, err
 	}
 	return imageRequest, nil
diff --git a/relay/image_handler.go b/relay/image_handler.go
index 9923512..13d7df1 100644
--- a/relay/image_handler.go
+++ b/relay/image_handler.go
@@ -2,6 +2,7 @@ package relay
 
 import (
 	"bytes"
+	"errors"
 	"fmt"
 	"io"
 	"net/http"
@@ -18,7 +19,6 @@ import (
 	"github.com/QuantumNous/new-api/setting/model_setting"
 
 	"github.com/gin-gonic/gin"
-	"github.com/tidwall/sjson"
 )
 
 func ImageHelper(c *gin.Context, info *relaycommon.RelayInfo) (newAPIError *types.NewAPIError) {
@@ -46,11 +46,10 @@ func ImageHelper(c *gin.Context, info *relaycommon.RelayInfo) (newAPIError *type
 		return types.NewError(fmt.Errorf("invalid api type: %d", info.ApiType), types.ErrorCodeInvalidApiType, types.ErrOptionWithSkipRetry())
 	}
 	adaptor.Init(info)
-	imageCount, err := request.ImageCount(info.ChannelType == constant.ChannelTypeAli)
+	imageCount, err := request.ImageCount(false)
 	if err != nil {
 		return types.NewErrorWithStatusCode(err, types.ErrorCodeInvalidRequest, http.StatusBadRequest, types.ErrOptionWithSkipRetry())
 	}
-	promptExtend := request.BillingParameters != nil && request.BillingParameters.PromptExtend != nil && *request.BillingParameters.PromptExtend
 
 	var requestBody io.Reader
 	var jsonData []byte
@@ -71,6 +70,13 @@ func ImageHelper(c *gin.Context, info *relaycommon.RelayInfo) (newAPIError *type
 	} else {
 		convertedRequest, err := adaptor.ConvertImageRequest(c, info, *request)
 		if err != nil {
+			// An adaptor that already classified its rejection (status code
+			// and retry policy) keeps that classification instead of being
+			// downgraded to a retryable conversion failure.
+			var apiErr *types.NewAPIError
+			if errors.As(err, &apiErr) {
+				return apiErr
+			}
 			return types.NewError(err, types.ErrorCodeConvertRequestFailed)
 		}
 		relaycommon.AppendRequestConversionFromRequest(info, convertedRequest)
@@ -98,29 +104,19 @@ func ImageHelper(c *gin.Context, info *relaycommon.RelayInfo) (newAPIError *type
 		// This is a different trust boundary from ingress: channel overrides
 		// and pass-through bodies can change the quantity actually submitted.
 		var outbound struct {
-			N          *uint                       `json:"n"`
-			Parameters *dto.ImageBillingParameters `json:"parameters"`
+			N *uint `json:"n"`
 		}
 		if err := common.Unmarshal(jsonData, &outbound); err != nil {
 			return types.NewErrorWithStatusCode(fmt.Errorf("invalid image billing parameters: %w", err), types.ErrorCodeInvalidRequest, http.StatusBadRequest, types.ErrOptionWithSkipRetry())
 		}
-		quantityRequest := dto.ImageRequest{N: outbound.N, BillingParameters: outbound.Parameters}
+		quantityRequest := dto.ImageRequest{N: outbound.N}
 		if quantityRequest.N == nil {
 			quantityRequest.N = common.GetPointer(uint(imageCount))
 		}
-		imageCount, err = quantityRequest.ImageCount(info.ChannelType == constant.ChannelTypeAli)
+		imageCount, err = quantityRequest.ImageCount(false)
 		if err != nil {
 			return types.NewErrorWithStatusCode(err, types.ErrorCodeInvalidRequest, http.StatusBadRequest, types.ErrOptionWithSkipRetry())
 		}
-		promptExtend = outbound.Parameters != nil && outbound.Parameters.PromptExtend != nil && *outbound.Parameters.PromptExtend
-		if info.ChannelType == constant.ChannelTypeAli {
-			// Always send the same explicit quantity that is reserved, including
-			// when an empty parameters object accompanies a top-level n.
-			jsonData, err = sjson.SetBytes(jsonData, "parameters.n", imageCount)
-			if err != nil {
-				return types.NewError(err, types.ErrorCodeConvertRequestFailed, types.ErrOptionWithSkipRetry())
-			}
-		}
 		logger.LogDebug(c, "image request body: %s", jsonData)
 		body, closer, err := relaycommon.NewOutboundJSONBody(jsonData)
 		if err != nil {
@@ -129,7 +125,7 @@ func ImageHelper(c *gin.Context, info *relaycommon.RelayInfo) (newAPIError *type
 		defer closer.Close()
 		requestBody = body
 	}
-	if billingErr := service.PrepareImageBillingForRequest(c, info, imageCount, promptExtend); billingErr != nil {
+	if billingErr := service.PrepareImageBillingForRequest(c, info, imageCount); billingErr != nil {
 		return billingErr
 	}
 
@@ -163,9 +159,13 @@ func ImageHelper(c *gin.Context, info *relaycommon.RelayInfo) (newAPIError *type
 		return newAPIError
 	}
 
-	imageN := uint(1)
-	if request.N != nil {
-		imageN = *request.N
+	// The log content shows the settled count: the count the handler derived
+	// from the upstream response when it did, otherwise the reserved quantity.
+	imageN := info.RequestedImageCount()
+	if info.BillingImageCount != nil {
+		imageN = *info.BillingImageCount
+	} else if count, ok := info.PriceData.OtherRatios()["n"]; ok && info.PriceData.UsePrice && count >= 1 && count <= dto.MaxImageN {
+		imageN = common.QuotaRound(count)
 	}
 
 	if usage.(*dto.Usage).TotalTokens == 0 {
@@ -180,16 +180,16 @@ func ImageHelper(c *gin.Context, info *relaycommon.RelayInfo) (newAPIError *type
 		quality = "standard"
 	}
 
-	var logContent []string
+	var logContent []*common.Message
 
 	if len(request.Size) > 0 {
-		logContent = append(logContent, fmt.Sprintf("大小 %s", request.Size))
+		logContent = append(logContent, common.NewMessage("Size {{size}}", map[string]any{"size": request.Size}))
 	}
 	if len(quality) > 0 {
-		logContent = append(logContent, fmt.Sprintf("品质 %s", quality))
+		logContent = append(logContent, common.NewMessage("Quality {{quality}}", map[string]any{"quality": quality}))
 	}
 	if imageN > 0 {
-		logContent = append(logContent, fmt.Sprintf("生成数量 %d", imageN))
+		logContent = append(logContent, common.NewMessage("Image count {{count}}", map[string]any{"count": imageN}))
 	}
 
 	service.PostTextConsumeQuota(c, info, usage.(*dto.Usage), logContent)
diff --git a/relay/mjproxy_handler.go b/relay/mjproxy_handler.go
index 803536f..bf20a98 100644
--- a/relay/mjproxy_handler.go
+++ b/relay/mjproxy_handler.go
@@ -13,6 +13,7 @@ import (
 	"github.com/QuantumNous/new-api/common"
 	"github.com/QuantumNous/new-api/constant"
 	"github.com/QuantumNous/new-api/dto"
+	"github.com/QuantumNous/new-api/i18n"
 	"github.com/QuantumNous/new-api/logger"
 	"github.com/QuantumNous/new-api/model"
 	relaycommon "github.com/QuantumNous/new-api/relay/common"
@@ -37,9 +38,10 @@ func RelayMidjourneyImage(c *gin.Context) {
 	var httpClient *http.Client
 	var proxy string
 	if channel, err := model.CacheGetChannel(midjourneyTask.ChannelId); err == nil {
-		proxy = channel.GetSetting().Proxy
+		channelSetting := channel.GetSetting()
+		proxy = channelSetting.Proxy
 		if proxy != "" {
-			if httpClient, err = service.GetHttpClientWithProxy(proxy); err != nil {
+			if httpClient, err = service.GetHttpClientWithProxySettings(proxy, channelSetting); err != nil {
 				c.JSON(400, gin.H{
 					"error": "proxy_url_invalid",
 				})
@@ -91,7 +93,7 @@ func RelayMidjourneyImage(c *gin.Context) {
 	// 将图片流式传输到响应体
 	_, err = io.Copy(c.Writer, resp.Body)
 	if err != nil {
-		log.Println("Failed to stream image:", err)
+		log.Println(common.LogText("Failed to stream image: %v", err))
 	}
 	return
 }
@@ -259,7 +261,7 @@ func RelaySwapFace(c *gin.Context, info *relaycommon.RelayInfo) *dto.MidjourneyR
 		mjResp.StatusCode == http.StatusOK && midjResponse.Code == 1,
 	)
 	if billingErr != nil {
-		common.SysLog("error consuming Midjourney quota: " + billingErr.Error())
+		common.SysLog(common.LogText("error consuming Midjourney quota: %s", billingErr.Error()))
 	}
 	err = midjourneyTask.Insert()
 	if err != nil {
@@ -267,7 +269,7 @@ func RelaySwapFace(c *gin.Context, info *relaycommon.RelayInfo) *dto.MidjourneyR
 	}
 	billingApplied, billingErr := service.SettleMidjourneyTaskBilling(info, midjourneyTask, billingPrepared)
 	if billingErr != nil {
-		common.SysLog("error settling Midjourney quota: " + billingErr.Error())
+		common.SysLog(common.LogText("error settling Midjourney quota: %s", billingErr.Error()))
 	}
 	if accepted {
 		service.MarkRequestPolicySuccess(c, nil)
@@ -275,7 +277,11 @@ func RelaySwapFace(c *gin.Context, info *relaycommon.RelayInfo) *dto.MidjourneyR
 	if billingApplied {
 		billingChannelId := midjourneyTask.GetBillingChannelId()
 		tokenName := c.GetString("token_name")
-		logContent := fmt.Sprintf("模型固定价格 %.2f，分组倍率 %.2f，操作 %s", priceData.ModelPrice, priceData.GroupRatioInfo.GroupRatio, constant.MjActionSwapFace)
+		logContent := []*common.Message{common.NewMessage("Model fixed price {{model_price}}, group ratio {{group_ratio}}, action {{action}}", map[string]any{
+			"model_price": fmt.Sprintf("%.2f", priceData.ModelPrice),
+			"group_ratio": fmt.Sprintf("%.2f", priceData.GroupRatioInfo.GroupRatio),
+			"action":      constant.MjActionSwapFace,
+		})}
 		other := service.GenerateMjOtherInfo(info, priceData)
 		service.AppendRelayLogAdminInfo(c, info, other)
 		model.RecordConsumeLog(c, info.UserId, model.RecordConsumeLogParams{
@@ -315,7 +321,7 @@ func RelayMidjourneyTaskImageSeed(c *gin.Context) *dto.MidjourneyResponse {
 		return service.MidjourneyErrorWrapper(constant.MjRequestError, "get_channel_info_failed")
 	}
 	if channel.Status != common.ChannelStatusEnabled {
-		return service.MidjourneyErrorWrapper(constant.MjRequestError, "该任务所属渠道已被禁用")
+		return service.MidjourneyErrorWrapper(constant.MjRequestError, i18n.T(c, i18n.MsgRelayTaskChannelDisabled))
 	}
 	c.Set("channel_id", originTask.ChannelId)
 	c.Request.Header.Set("Authorization", fmt.Sprintf("Bearer %s", channel.Key))
@@ -489,7 +495,7 @@ func RelayMidjourneySubmit(c *gin.Context, relayInfo *relaycommon.RelayInfo) *dt
 				return service.MidjourneyErrorWrapper(constant.MjRequestError, "get_channel_info_failed")
 			}
 			if channel.Status != common.ChannelStatusEnabled {
-				return service.MidjourneyErrorWrapper(constant.MjRequestError, "该任务所属渠道已被禁用")
+				return service.MidjourneyErrorWrapper(constant.MjRequestError, i18n.T(c, i18n.MsgRelayTaskChannelDisabled))
 			}
 			c.Set("base_url", channel.GetBaseURL())
 			c.Set("channel_id", originTask.ChannelId)
@@ -581,7 +587,7 @@ func RelayMidjourneySubmit(c *gin.Context, relayInfo *relaycommon.RelayInfo) *dt
 		//无实例账号自动禁用渠道（No available account instance）
 		channel, err := model.GetChannelById(midjourneyTask.ChannelId, true)
 		if err != nil {
-			common.SysLog("get_channel_null: " + err.Error())
+			common.SysLog(common.LogText("get_channel_null: %s", err.Error()))
 		}
 		if channel != nil && channel.GetAutoBan() && common.AutomaticDisableChannelEnabled {
 			if model.UpdateChannelStatus(midjourneyTask.ChannelId, "", common.ChannelStatusManuallyDisabled, "No available account instance") {
@@ -630,7 +636,7 @@ func RelayMidjourneySubmit(c *gin.Context, relayInfo *relaycommon.RelayInfo) *dt
 		consumeQuota && midjResponseWithStatus.StatusCode == http.StatusOK,
 	)
 	if billingErr != nil {
-		common.SysLog("error consuming Midjourney quota: " + billingErr.Error())
+		common.SysLog(common.LogText("error consuming Midjourney quota: %s", billingErr.Error()))
 	}
 	err = midjourneyTask.Insert()
 	if err != nil {
@@ -641,7 +647,7 @@ func RelayMidjourneySubmit(c *gin.Context, relayInfo *relaycommon.RelayInfo) *dt
 	}
 	billingApplied, billingErr := service.SettleMidjourneyTaskBilling(relayInfo, midjourneyTask, billingPrepared)
 	if billingErr != nil {
-		common.SysLog("error settling Midjourney quota: " + billingErr.Error())
+		common.SysLog(common.LogText("error settling Midjourney quota: %s", billingErr.Error()))
 	}
 	if accepted {
 		service.MarkRequestPolicySuccess(c, nil)
@@ -649,7 +655,12 @@ func RelayMidjourneySubmit(c *gin.Context, relayInfo *relaycommon.RelayInfo) *dt
 	if billingApplied {
 		billingChannelId := midjourneyTask.GetBillingChannelId()
 		tokenName := c.GetString("token_name")
-		logContent := fmt.Sprintf("模型固定价格 %.2f，分组倍率 %.2f，操作 %s，ID %s", priceData.ModelPrice, priceData.GroupRatioInfo.GroupRatio, midjRequest.Action, midjResponse.Result)
+		logContent := []*common.Message{common.NewMessage("Model fixed price {{model_price}}, group ratio {{group_ratio}}, action {{action}}, ID {{id}}", map[string]any{
+			"model_price": fmt.Sprintf("%.2f", priceData.ModelPrice),
+			"group_ratio": fmt.Sprintf("%.2f", priceData.GroupRatioInfo.GroupRatio),
+			"action":      midjRequest.Action,
+			"id":          midjResponse.Result,
+		})}
 		other := service.GenerateMjOtherInfo(relayInfo, priceData)
 		service.AppendRelayLogAdminInfo(c, relayInfo, other)
 		model.RecordConsumeLog(c, relayInfo.UserId, model.RecordConsumeLogParams{
diff --git a/relay/plugin_protocol.go b/relay/plugin_protocol.go
index 6cb90c5..aa5a0eb 100644
--- a/relay/plugin_protocol.go
+++ b/relay/plugin_protocol.go
@@ -13,6 +13,7 @@ import (
 
 	"github.com/QuantumNous/new-api/common"
 	"github.com/QuantumNous/new-api/dto"
+	pluginruntime "github.com/QuantumNous/new-api/pkg/jsplugin"
 )
 
 const (
@@ -101,15 +102,13 @@ type ProtocolState struct {
 	Value   json.RawMessage
 }
 
-func (s ProtocolState) PluginValue() (any, error) {
+// PluginValue returns the state as a hook argument: nil when it is absent or
+// null, otherwise its JSON text for the hook to receive parsed.
+func (s ProtocolState) PluginValue() any {
 	if !s.Present || s.Null {
-		return nil, nil
+		return nil
 	}
-	var value any
-	if err := common.Unmarshal(s.Value, &value); err != nil {
-		return nil, err
-	}
-	return value, nil
+	return pluginruntime.RawJSON(s.Value)
 }
 
 type ProtocolSemanticEvent struct {
diff --git a/relay/plugin_protocol_test.go b/relay/plugin_protocol_test.go
index d0fc8f9..cf89b27 100644
--- a/relay/plugin_protocol_test.go
+++ b/relay/plugin_protocol_test.go
@@ -7,6 +7,7 @@ import (
 	"testing"
 
 	"github.com/QuantumNous/new-api/common"
+	pluginruntime "github.com/QuantumNous/new-api/pkg/jsplugin"
 	"github.com/stretchr/testify/assert"
 	"github.com/stretchr/testify/require"
 )
@@ -51,9 +52,10 @@ func TestDecodePluginProtocolEventResultPreservesStatePresence(t *testing.T) {
 				assert.Empty(t, result.State.Value)
 			}
 
-			if result.State.Present {
-				_, err = result.State.PluginValue()
-				require.NoError(t, err)
+			if testCase.wantPresent && !testCase.wantNull {
+				assert.Equal(t, pluginruntime.RawJSON(result.State.Value), result.State.PluginValue())
+			} else {
+				assert.Nil(t, result.State.PluginValue())
 			}
 		})
 	}
diff --git a/relay/relay_attempt_test.go b/relay/relay_attempt_test.go
index c995af5..223f891 100644
--- a/relay/relay_attempt_test.go
+++ b/relay/relay_attempt_test.go
@@ -26,7 +26,6 @@ import (
 )
 
 func TestRelayAttemptMismatchCollectsUsageAndChargesRequestedPrice(t *testing.T) {
-	service.InitTokenEncoders()
 	db, err := gorm.Open(sqlite.Open(":memory:"), &gorm.Config{})
 	require.NoError(t, err)
 	sqlDB, err := db.DB()
@@ -89,7 +88,7 @@ func TestRelayAttemptMismatchCollectsUsageAndChargesRequestedPrice(t *testing.T)
 			usage, apiErr := openai.OaiResponsesHandler(c, info, resp)
 			require.Nil(t, apiErr)
 			require.True(t, c.Writer.Written())
-			require.True(t, info.ResponseModel.Mismatch)
+			require.True(t, info.ResponseModel.Mismatch())
 			ConsumeResponsesQuota(c, info, usage)
 		}
 		var attempt model.RelayAttempt
diff --git a/relay/relay_task.go b/relay/relay_task.go
index 29890f8..173b01a 100644
--- a/relay/relay_task.go
+++ b/relay/relay_task.go
@@ -66,7 +66,7 @@ func ResolveOriginTask(c *gin.Context, info *relaycommon.RelayInfo) *dto.TaskErr
 	// 查找原始任务
 	originTask, exist, err := model.GetByTaskId(info.UserId, info.OriginTaskID)
 	if err != nil {
-		return service.TaskErrorWrapper(err, "get_origin_task_failed", http.StatusInternalServerError)
+		return service.TaskErrorWrapper(err, "get_origin_task_failed", http.StatusInternalServerError, common.UpstreamAddresses(c)...)
 	}
 	if !exist {
 		return service.TaskErrorWrapperLocal(errors.New("task_origin_not_exist"), "task_not_exist", http.StatusBadRequest)
@@ -100,7 +100,7 @@ func ResolveOriginTask(c *gin.Context, info *relaycommon.RelayInfo) *dto.TaskErr
 	if originTask.ChannelId != info.ChannelId {
 		key, _, newAPIError := ch.GetNextEnabledKey()
 		if newAPIError != nil {
-			return service.TaskErrorWrapper(newAPIError, "channel_no_available_key", newAPIError.StatusCode)
+			return service.TaskErrorWrapper(newAPIError, "channel_no_available_key", newAPIError.StatusCode, common.UpstreamAddresses(c)...)
 		}
 		common.SetContextKey(c, constant.ContextKeyChannelKey, key)
 		common.SetContextKey(c, constant.ContextKeyChannelType, ch.Type)
@@ -261,16 +261,16 @@ func RelayTaskSubmit(c *gin.Context, info *relaycommon.RelayInfo) (*TaskSubmitRe
 	if useTiered {
 		provider, supported := adaptor.(channel.TaskUsageFactsProvider)
 		if billingexpr.UsesFixedPricing(exprStr) {
-			return nil, service.TaskErrorWrapper(fmt.Errorf("fixed pricing is not supported for task usage expressions"), "model_price_error", http.StatusBadRequest)
+			return nil, service.TaskErrorWrapper(fmt.Errorf("fixed pricing is not supported for task usage expressions"), "model_price_error", http.StatusBadRequest, common.UpstreamAddresses(c)...)
 		}
 		if !exists || !supported {
-			return nil, service.TaskErrorWrapper(fmt.Errorf("task model %s has no usage expression or meter", modelName), "model_price_error", http.StatusBadRequest)
+			return nil, service.TaskErrorWrapper(fmt.Errorf("task model %s has no usage expression or meter", modelName), "model_price_error", http.StatusBadRequest, common.UpstreamAddresses(c)...)
 		}
 		sharedModel := pinnedPlugin.Generation.SharedModel(modelName) || pinnedPlugin.Generation.SharedModel(info.UpstreamModelName)
 		if sharedModel && pinnedPlugin.Plugin != nil {
-			schema, _ := pinnedPlugin.Plugin.Meta.UsageForModel(info.UpstreamModelName)
+			schema, _ := pinnedPlugin.Plugin.Meta.UsageForModels(info.UpstreamModelName, modelName)
 			if !billing_setting.TaskExprCompatible(exprStr, schema) {
-				return nil, service.TaskErrorWrapper(fmt.Errorf("task model %s pricing is not configured for plugin %s", modelName, pluginKey), "model_price_error", http.StatusBadRequest)
+				return nil, service.TaskErrorWrapper(fmt.Errorf("task model %s pricing is not configured for plugin %s", modelName, pluginKey), "model_price_error", http.StatusBadRequest, common.UpstreamAddresses(c)...)
 			}
 		}
 		var facts map[string]any
@@ -287,7 +287,7 @@ func RelayTaskSubmit(c *gin.Context, info *relaycommon.RelayInfo) (*TaskSubmitRe
 			if runErr == nil {
 				runErr = fmt.Errorf("negative task expression result")
 			}
-			return nil, service.TaskErrorWrapper(runErr, "model_price_error", http.StatusBadRequest)
+			return nil, service.TaskErrorWrapper(runErr, "model_price_error", http.StatusBadRequest, common.UpstreamAddresses(c)...)
 		}
 		groupRatioInfo := helper.HandleGroupRatio(c, info)
 		quota, clamp := common.QuotaRoundChecked(cost * common.QuotaPerUnit * groupRatioInfo.GroupRatio)
@@ -297,7 +297,7 @@ func RelayTaskSubmit(c *gin.Context, info *relaycommon.RelayInfo) (*TaskSubmitRe
 	} else {
 		priceData, err = helper.ModelPriceHelperPerCall(c, info)
 		if err != nil {
-			return nil, service.TaskErrorWrapper(err, "model_price_error", http.StatusBadRequest)
+			return nil, service.TaskErrorWrapper(err, "model_price_error", http.StatusBadRequest, common.UpstreamAddresses(c)...)
 		}
 	}
 	info.PriceData = priceData
@@ -341,21 +341,23 @@ func RelayTaskSubmit(c *gin.Context, info *relaycommon.RelayInfo) (*TaskSubmitRe
 	// 8. 构建请求体
 	requestBody, err := adaptor.BuildRequestBody(c, info)
 	if err != nil {
-		return nil, service.TaskErrorWrapper(err, "build_request_failed", http.StatusInternalServerError)
+		return nil, service.TaskErrorWrapper(err, "build_request_failed", http.StatusInternalServerError, common.UpstreamAddresses(c)...)
 	}
 
 	// 9. 发送请求
 	resp, err := adaptor.DoRequest(c, info, requestBody)
 	if err != nil {
-		return nil, service.TaskErrorWrapper(err, "do_request_failed", http.StatusInternalServerError)
+		return nil, service.TaskErrorWrapper(err, "do_request_failed", http.StatusInternalServerError, common.UpstreamAddresses(c)...)
 	}
 	if resp == nil {
 		return nil, service.TaskErrorWrapperLocal(errors.New("upstream returned an empty response"), "fail_to_fetch_task", http.StatusBadGateway)
 	}
 	defer resp.Body.Close()
-	if resp.StatusCode != http.StatusOK {
+	// Any 2xx is a successful submission: task APIs commonly answer 201 Created
+	// or 202 Accepted, and parseSubmitResponse receives the exact status code.
+	if resp.StatusCode/100 != 2 {
 		responseBody, _ := io.ReadAll(resp.Body)
-		return nil, service.TaskErrorWrapper(fmt.Errorf("%s", string(responseBody)), "fail_to_fetch_task", resp.StatusCode)
+		return nil, service.TaskErrorWrapper(fmt.Errorf("%s", string(responseBody)), "fail_to_fetch_task", resp.StatusCode, common.UpstreamAddresses(c)...)
 	}
 
 	// 10. Parse only. The controller presents the response after the durable
@@ -376,7 +378,7 @@ func RelayTaskSubmit(c *gin.Context, info *relaycommon.RelayInfo) (*TaskSubmitRe
 		if parsed.Immediate != nil && parsed.Immediate.Status == model.TaskStatusSuccess && len(parsed.Immediate.UsageFacts) > 0 {
 			settlement, facts, err := service.EvaluateTaskCompletionUsage(snap, parsed.Immediate.UsageFacts)
 			if err != nil {
-				logger.LogWarn(c, fmt.Sprintf("task immediate usage settlement failed; retaining reserved quota: %v", err))
+				logger.LogWarn(c, common.LogText("task immediate usage settlement failed; retaining reserved quota: %v", err))
 			} else {
 				finalQuota = settlement.ActualQuotaAfterGroup
 				snap.UsageFacts = facts
@@ -475,7 +477,7 @@ func videoFetchByIDRespBodyBuilder(c *gin.Context) (respBody []byte, taskResp *d
 		taskResp = service.TaskErrorWrapper(err, "get_task_failed", http.StatusInternalServerError)
 		return
 	}
-	if !exist {
+	if !exist || !originTask.ResultRetrievable() {
 		taskResp = service.TaskErrorWrapperLocal(errors.New("task_not_exist"), "task_not_exist", http.StatusBadRequest)
 		return
 	}
diff --git a/relay/relay_task_test.go b/relay/relay_task_test.go
index 4aa603e..5298542 100644
--- a/relay/relay_task_test.go
+++ b/relay/relay_task_test.go
@@ -3,12 +3,14 @@ package relay
 import (
 	"net/http"
 	"net/http/httptest"
+	"strconv"
 	"strings"
 	"testing"
 
 	"github.com/QuantumNous/new-api/common"
 	"github.com/QuantumNous/new-api/constant"
 	"github.com/QuantumNous/new-api/dto"
+	"github.com/QuantumNous/new-api/i18n"
 	"github.com/QuantumNous/new-api/model"
 	"github.com/QuantumNous/new-api/pkg/billingexpr"
 	pluginruntime "github.com/QuantumNous/new-api/pkg/jsplugin"
@@ -131,6 +133,7 @@ func pinMappingOrderPlugin(t *testing.T, c *gin.Context, source string) {
 
 func newTaskSubmitContext(t *testing.T, originalModel, mapping string) (*gin.Context, *relaycommon.RelayInfo) {
 	t.Helper()
+	require.NoError(t, i18n.Init())
 	gin.SetMode(gin.TestMode)
 	recorder := httptest.NewRecorder()
 	c, _ := gin.CreateTestContext(recorder)
@@ -332,7 +335,7 @@ func TestSharedTaskBillingExpressionSelectionAndFrozenSettlement(t *testing.T) {
 	for _, tc := range []struct {
 		name, plugin, model, mapping, modelExpr, mode, wantExpr string
 		variants                                                map[string]string
-		wantPriceError                                          bool
+		wantPriceError, profiled                                bool
 	}{
 		{name: "executing plugin override", plugin: "billing-beta", model: "declared-model", modelExpr: baseExpr, mode: "tiered_expr", variants: map[string]string{"billing-alpha::declared-model": alphaExpr, "billing-beta::declared-model": betaExpr}, wantExpr: betaExpr},
 		{name: "override ignores model mode", plugin: "billing-beta", model: "declared-model", modelExpr: baseExpr, mode: "ratio", variants: map[string]string{"billing-beta::declared-model": betaExpr}, wantExpr: betaExpr},
@@ -342,13 +345,19 @@ func TestSharedTaskBillingExpressionSelectionAndFrozenSettlement(t *testing.T) {
 		{name: "unconfigured plugin cannot use another schema", plugin: "billing-beta", model: "declared-model", modelExpr: baseExpr, mode: "tiered_expr", wantPriceError: true},
 		{name: "missing usage in skipped branch remains incompatible", plugin: "billing-beta", model: "declared-model", modelExpr: `true ? tier("free", 0) : tier("missing", u("seconds"))`, mode: "tiered_expr", wantPriceError: true},
 		{name: "fixed pricing is still rejected", plugin: "billing-beta", model: "declared-model", variants: map[string]string{"billing-beta::declared-model": `tier("fixed", fixed(1))`}, wantPriceError: true},
+		{name: "endpoint mapping keeps the declared profile", plugin: "billing-beta", model: "declared-model", mapping: `{"declared-model":"ep-endpoint"}`, modelExpr: baseExpr, mode: "tiered_expr", variants: map[string]string{"billing-beta::declared-model": betaExpr}, wantExpr: betaExpr, profiled: true},
 	} {
 		t.Run(tc.name, func(t *testing.T) {
 			saveBillingConfig(t)
 			registry := pluginruntime.NewRegistry()
 			for _, spec := range []struct{ key, field, unit string }{{"billing-alpha", "seconds", "second"}, {"billing-beta", "credits", "credit"}} {
 				source := strings.ReplaceAll(billingFallbackPlugin, "bill-fallback", spec.key)
-				source = strings.Replace(source, `fetchMode:"per_task"`, `fetchMode:"per_task",usageSchema:{`+spec.field+`:{type:"number",unit:"`+spec.unit+`"}}`, 1)
+				schema := `usageSchema:{` + spec.field + `:{type:"number",unit:"` + spec.unit + `"}}`
+				if tc.profiled && spec.key == "billing-beta" {
+					// The endpoint ID is undeclared, so only the declared model's profile carries this schema.
+					schema = `usageSchema:{seconds:{type:"number",unit:"second"}},usageProfiles:[{models:["declared-model"],schema:{` + spec.field + `:{type:"number",unit:"` + spec.unit + `"}}}]`
+				}
+				source = strings.Replace(source, `fetchMode:"per_task"`, `fetchMode:"per_task",`+schema, 1)
 				source += `export function extractUsage(){return {` + spec.field + `:2};}`
 				_, err := registry.Register(source, pluginruntime.Options{})
 				require.NoError(t, err)
@@ -399,3 +408,64 @@ func TestSharedTaskBillingExpressionSelectionAndFrozenSettlement(t *testing.T) {
 		})
 	}
 }
+
+// Issue #7478: task APIs answer 201 Created or 202 Accepted on submission.
+// Every 2xx must reach parseSubmitResponse; only other statuses are upstream
+// failures that keep the upstream status and body.
+func TestRelayTaskSubmitAcceptsAnySuccessfulUpstreamStatus(t *testing.T) {
+	service.InitHttpClient()
+	const source = `
+export const meta = {apiVersion:1,key:"status-echo",name:"Status Echo",version:"1.0.0",author:{name:"Test"},models:["declared-model"],fetchMode:"per_task"};
+export function buildSubmitRequest(ctx) { return {url: ctx.baseUrl+"/submit", method:"POST", body:{model: ctx.model}, action:"text_to_video"}; }
+export function parseSubmitResponse(ctx, response) { return {taskId: response.body.id, taskData: {status: response.statusCode}}; }
+export function buildQueryRequest(ctx) { return {url: ctx.baseUrl+"/query"}; }
+export function parseTaskResult() { return {status:"SUCCESS"}; }
+`
+	for _, tc := range []struct {
+		status   int
+		wantCode string
+	}{
+		{status: http.StatusOK},
+		{status: http.StatusCreated},
+		{status: http.StatusAccepted},
+		{status: http.StatusBadRequest, wantCode: "fail_to_fetch_task"},
+		{status: http.StatusBadGateway, wantCode: "fail_to_fetch_task"},
+	} {
+		t.Run(strconv.Itoa(tc.status), func(t *testing.T) {
+			saveBillingConfig(t)
+			require.NoError(t, config.GlobalConfig.LoadFromDB(map[string]string{
+				"billing_setting.billing_mode": `{"declared-model":"tiered_expr"}`,
+				"billing_setting.billing_expr": `{"declared-model":"tier(\"flat\", 3)"}`,
+			}))
+			server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, _ *http.Request) {
+				w.Header().Set("Content-Type", "application/json")
+				w.WriteHeader(tc.status)
+				_, _ = w.Write([]byte(`{"id":"job-42","message":"upstream body"}`))
+			}))
+			defer server.Close()
+
+			c, info := newTaskSubmitContext(t, "declared-model", "")
+			common.SetContextKey(c, constant.ContextKeyChannelBaseUrl, server.URL)
+			c.Set("group", "default")
+			info.UserGroup, info.UsingGroup = "default", "default"
+			info.OriginModelName = "declared-model"
+			// An existing reservation skips pre-consume so the fixture reaches the upstream call.
+			info.Billing = &imageReservation{limit: 1 << 30}
+			pinMappingOrderPlugin(t, c, source)
+
+			result, taskErr := RelayTaskSubmit(c, info)
+			if tc.wantCode != "" {
+				require.NotNil(t, taskErr)
+				assert.Equal(t, tc.wantCode, taskErr.Code)
+				assert.Equal(t, tc.status, taskErr.StatusCode)
+				assert.Contains(t, taskErr.Message, "upstream body")
+				assert.Nil(t, result)
+				return
+			}
+			require.Nil(t, taskErr, "submission error: %+v", taskErr)
+			require.NotNil(t, result)
+			assert.Equal(t, "job-42", result.UpstreamTaskID)
+			assert.JSONEq(t, `{"status":`+strconv.Itoa(tc.status)+`}`, string(result.TaskData))
+		})
+	}
+}
diff --git a/relay/request_billing.go b/relay/request_billing.go
index fc3ac08..df1d353 100644
--- a/relay/request_billing.go
+++ b/relay/request_billing.go
@@ -6,6 +6,7 @@ import (
 	"net/http"
 	"strings"
 
+	"github.com/QuantumNous/new-api/common"
 	"github.com/QuantumNous/new-api/constant"
 	"github.com/QuantumNous/new-api/logger"
 	relaycommon "github.com/QuantumNous/new-api/relay/common"
@@ -66,7 +67,7 @@ func PrepareRequestBilling(c *gin.Context, info *relaycommon.RelayInfo) *types.N
 		return nil
 	}
 	if priceData.FreeModel {
-		logger.LogInfo(c, fmt.Sprintf("模型 %s 免费，跳过预扣费", info.OriginModelName))
+		logger.LogInfo(c, common.LogText("model %s is free, skipping pre-consume", info.OriginModelName))
 		return nil
 	}
 	return service.PreConsumeBilling(c, priceData.QuotaToPreConsume, info)
diff --git a/relay/response_model_test.go b/relay/response_model_test.go
index 415c63d..f366a2d 100644
--- a/relay/response_model_test.go
+++ b/relay/response_model_test.go
@@ -12,12 +12,14 @@ import (
 
 	"github.com/QuantumNous/new-api/common"
 	"github.com/QuantumNous/new-api/constant"
+	"github.com/QuantumNous/new-api/model"
 	"github.com/QuantumNous/new-api/relay/channel"
 	"github.com/QuantumNous/new-api/relay/channel/claude"
 	"github.com/QuantumNous/new-api/relay/channel/gemini"
 	"github.com/QuantumNous/new-api/relay/channel/openai"
 	relaycommon "github.com/QuantumNous/new-api/relay/common"
 	relayconstant "github.com/QuantumNous/new-api/relay/constant"
+	"github.com/QuantumNous/new-api/relay/helper"
 	"github.com/QuantumNous/new-api/relaykit/dto"
 	"github.com/QuantumNous/new-api/relaykit/types"
 	"github.com/QuantumNous/new-api/service"
@@ -242,7 +244,14 @@ func TestResponseModelComparisonAndLog(t *testing.T) {
 		{name: "mapped case differs", models: []string{"MAPPED"}, returned: "MAPPED"},
 		{name: "mapped prefix", models: []string{"mapped-2026-09-01"}, returned: "mapped-2026-09-01"},
 		{name: "reverse prefix still warns", models: []string{"request"}, returned: "request", mismatch: true},
-		{name: "substring still warns", models: []string{"other-requested"}, returned: "other-requested", mismatch: true},
+		{name: "suffix", models: []string{"other-requested"}, returned: "other-requested"},
+		{name: "provider path", models: []string{"vendor/requested"}, returned: "vendor/requested"},
+		{name: "provider path case differs", models: []string{"vendor/REQUESTED"}, returned: "vendor/REQUESTED"},
+		{name: "provider path with dated mapped model", models: []string{"vendor/mapped-2026-09-01"}, returned: "vendor/mapped-2026-09-01", mismatch: true},
+		{name: "nested provider path", models: []string{"accounts/vendor/models/requested"}, returned: "accounts/vendor/models/requested"},
+		{name: "provider path reverse prefix still warns", models: []string{"vendor/request"}, returned: "vendor/request", mismatch: true},
+		{name: "provider path other model still warns", models: []string{"vendor/other"}, returned: "vendor/other", mismatch: true},
+		{name: "provider path only still warns", models: []string{"vendor/"}, returned: "vendor/", mismatch: true},
 		{name: "compatible difference survives matching frames", models: []string{"mapped", "Requested", "", "requested"}, returned: "Requested"},
 		{name: "warning supersedes compatible difference", models: []string{"Requested", "other"}, returned: "other", mismatch: true},
 		{name: "compatible difference cannot erase warning", models: []string{"other", "Requested"}, returned: "other", mismatch: true},
@@ -268,8 +277,10 @@ func TestResponseModelComparisonAndLog(t *testing.T) {
 			}
 			require.NotNil(t, stored.ResponseModel)
 			assert.Equal(t, &relaycommon.ResponseModel{
-				RequestedModel: "requested", UpstreamModel: "mapped", ReturnedModel: tc.returned, Mismatch: tc.mismatch,
+				RequestedModel: "requested", UpstreamModel: "mapped", ReturnedModel: tc.returned,
 			}, stored.ResponseModel)
+			assert.NotContains(t, other.JSONString(), "mismatch")
+			assert.Equal(t, tc.mismatch, stored.ResponseModel.Mismatch())
 			assert.Equal(t, "mapped", info.UpstreamModelName)
 		})
 	}
@@ -321,7 +332,33 @@ func TestResponseModelEmptyExpectedNamesDoNotMatchEveryPrefix(t *testing.T) {
 			}
 			info.ObserveResponseModel("other")
 			require.NotNil(t, info.ResponseModel)
-			assert.True(t, info.ResponseModel.Mismatch)
+			assert.True(t, info.ResponseModel.Mismatch())
+		})
+	}
+}
+
+func TestResponseModelExpectedProviderPath(t *testing.T) {
+	for _, tc := range []struct {
+		name      string
+		requested string
+		upstream  string
+		returned  string
+		mismatch  bool
+	}{
+		{name: "requested carries provider path", requested: "vendor/requested", returned: "requested", mismatch: true},
+		{name: "same provider path on both sides", requested: "vendor/requested", returned: "vendor/requested-2026-09-01"},
+		{name: "provider path alone does not match", requested: "vendor/requested", returned: "vendor", mismatch: true},
+		{name: "different model behind same provider still warns", requested: "vendor/requested", returned: "vendor/other", mismatch: true},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			info := &relaycommon.RelayInfo{
+				OriginModelName: tc.requested,
+				ChannelMeta:     &relaycommon.ChannelMeta{UpstreamModelName: tc.upstream},
+			}
+			info.ObserveResponseModel(tc.returned)
+			require.NotNil(t, info.ResponseModel)
+			assert.Equal(t, tc.returned, info.ResponseModel.ReturnedModel)
+			assert.Equal(t, tc.mismatch, info.ResponseModel.Mismatch())
 		})
 	}
 }
@@ -332,11 +369,11 @@ func TestResponseModelRetryResetsObservation(t *testing.T) {
 	info := &relaycommon.RelayInfo{OriginModelName: "requested"}
 	info.InitChannelMeta(c)
 	info.ObserveResponseModel("other")
-	require.True(t, info.ResponseModel.Mismatch)
+	require.True(t, info.ResponseModel.Mismatch())
 	info.InitChannelMeta(c)
 	assert.Nil(t, info.ResponseModel)
 	info.ObserveResponseModel("requested")
-	assert.False(t, info.ResponseModel.Mismatch)
+	assert.False(t, info.ResponseModel.Mismatch())
 }
 
 func TestResponseModelHandlersCaptureBeforeConversion(t *testing.T) {
@@ -397,7 +434,8 @@ func TestResponseModelHandlersCaptureBeforeConversion(t *testing.T) {
 			require.NotNil(t, usage)
 			assert.Equal(t, 5, usage.TotalTokens)
 			require.NotNil(t, info.ResponseModel)
-			assert.Equal(t, &relaycommon.ResponseModel{RequestedModel: "requested", UpstreamModel: "mapped", ReturnedModel: "returned", Mismatch: true}, info.ResponseModel)
+			assert.Equal(t, &relaycommon.ResponseModel{RequestedModel: "requested", UpstreamModel: "mapped", ReturnedModel: "returned"}, info.ResponseModel)
+			assert.True(t, info.ResponseModel.Mismatch())
 			other := service.GenerateTextOtherInfo(c, info, 1, 1, 1, 0, 0, 0, 1)
 			assert.Equal(t, *info.ResponseModel, other.Snapshot()["response_model"])
 		})
@@ -409,11 +447,11 @@ func TestResponseModelSharedResponsesAccumulator(t *testing.T) {
 	// terminal must not erase the model declared before an interrupted stream.
 	info := &relaycommon.RelayInfo{OriginModelName: "requested", ChannelMeta: &relaycommon.ChannelMeta{UpstreamModelName: "mapped"}}
 	accumulator := service.NewResponsesUsageAccumulator(info)
-	accumulator.Observe(&dto.ResponsesStreamResponse{Type: "response.created", Response: &dto.OpenAIResponsesResponse{Model: "returned"}})
-	accumulator.Observe(&dto.ResponsesStreamResponse{Type: "response.failed", Response: &dto.OpenAIResponsesResponse{Usage: &dto.Usage{InputTokens: 2, OutputTokens: 3}}})
+	accumulator.Observe(&dto.ResponsesStreamResponse{Type: "response.created", Response: &dto.OpenAIResponsesResponse{Model: "returned"}}, nil)
+	accumulator.Observe(&dto.ResponsesStreamResponse{Type: "response.failed", Response: &dto.OpenAIResponsesResponse{Usage: &dto.Usage{InputTokens: 2, OutputTokens: 3}}}, nil)
 	assert.Equal(t, 5, accumulator.Finish().TotalTokens)
 	require.NotNil(t, info.ResponseModel)
-	assert.True(t, info.ResponseModel.Mismatch)
+	assert.True(t, info.ResponseModel.Mismatch())
 	assert.Equal(t, "returned", info.ResponseModel.ReturnedModel)
 }
 
@@ -440,8 +478,97 @@ func TestAstraDetectionCanBeDisabledIndependently(t *testing.T) {
 			require.False(t, shouldEnableAstraResponseGuard("/v1/responses", info))
 		} else {
 			require.NotNil(t, info.ResponseModel)
-			require.True(t, info.ResponseModel.Mismatch)
+			require.True(t, info.ResponseModel.Mismatch())
 			require.True(t, shouldEnableAstraResponseGuard("/v1/responses", info))
 		}
 	}
 }
+
+func TestUpstreamTimingResponsesGuardAndScope(t *testing.T) {
+	service.InitHttpClient()
+	previous := constant.StreamingTimeout
+	constant.StreamingTimeout = 30
+	t.Cleanup(func() { constant.StreamingTimeout = previous })
+	for _, tc := range []struct {
+		name, group, model string
+		guard              bool
+	}{
+		{"guard accepted", "gpt-s-unstable", "gpt-6-astra", true},
+		{"guard rejected", "gpt-s-unstable", "gpt-5.6-luna", true},
+		{"without guard", "gpt-s-unstable", "gpt-6-astra", false},
+		{"other group", "gpt-v-pro", "gpt-6-astra", true},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			payload := ": keepalive\n\ndata: {\"type\":\"response.in_progress\",\"response\":{}}\n\n" +
+				"data: {\"type\":\"response.created\",\"response\":{\"model\":\"" + tc.model + "\"}}\n\n"
+			server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+				_, _ = io.Copy(io.Discard, r.Body)
+				w.Header().Set("Content-Type", "text/event-stream")
+				_, _ = io.WriteString(w, payload)
+			}))
+			defer server.Close()
+			writer := httptest.NewRecorder()
+			c, _ := gin.CreateTestContext(writer)
+			c.Request = httptest.NewRequest("POST", "/v1/responses", strings.NewReader("{}"))
+			info := &relaycommon.RelayInfo{
+				StartTime: time.Now(), UsingGroup: tc.group, AstraAutoSwitch: tc.guard,
+				ChannelMeta: &relaycommon.ChannelMeta{ChannelId: 1}, IsStream: true,
+			}
+			if tc.guard {
+				info.ResponseGuard = &relaycommon.ResponseModelGuard{}
+			}
+			req, err := http.NewRequest("POST", server.URL, strings.NewReader("{}"))
+			require.NoError(t, err)
+			resp, err := channel.DoRequest(c, req, info)
+			assert.False(t, c.Writer.Written(), "model confirmation must not deliver buffered data")
+			if tc.guard && tc.model != "gpt-6-astra" {
+				require.Error(t, err)
+				require.Nil(t, resp)
+				snapshot := info.UpstreamTiming.Snapshot()
+				events := snapshot["events_ms"].(map[string]float64)
+				assert.Contains(t, events, "first_sse_data")
+				assert.NotContains(t, events, "model_confirmed")
+				assert.NotContains(t, events, "first_downstream_flush")
+				return
+			}
+			require.NoError(t, err)
+			defer resp.Body.Close()
+			body, err := io.ReadAll(resp.Body)
+			require.NoError(t, err)
+			assert.Equal(t, payload, string(body), "instrumentation preserves every upstream byte")
+			resp.Body = io.NopCloser(strings.NewReader(string(body)))
+			helper.StreamScannerHandler(c, resp, info, func(data string, sr *helper.StreamResult) {
+				assert.NoError(t, helper.ResponseChunkData(c, dto.ResponsesStreamResponse{Type: "response.created"}, data))
+			})
+			assert.Contains(t, writer.Body.String(), tc.model)
+			other := model.NewLogOther()
+			service.AppendRelayLogAdminInfo(c, info, other)
+			logData := other.Snapshot()
+			assert.NotContains(t, logData, "upstream_timing")
+			admin := logData["admin_info"].(map[string]any)
+			if tc.group != "gpt-s-unstable" {
+				assert.Nil(t, info.UpstreamTiming)
+				assert.NotContains(t, admin, "upstream_timing")
+				return
+			}
+			require.NotNil(t, info.UpstreamTiming)
+			snapshot := admin["upstream_timing"].(map[string]any)
+			events := snapshot["events_ms"].(map[string]float64)
+			ordered := []string{"upstream_start", "get_connection", "connection_ready", "request_sent", "response_first_byte", "response_headers", "first_sse_data"}
+			if tc.guard {
+				ordered = append(ordered, "model_confirmed")
+			}
+			ordered = append(ordered, "first_downstream_flush")
+			for i, key := range ordered {
+				require.Contains(t, events, key)
+				if i > 0 {
+					assert.GreaterOrEqual(t, events[key], events[ordered[i-1]], key)
+				}
+			}
+			assert.EqualValues(t, 2, snapshot["request_body_bytes"])
+			assert.Equal(t, "HTTP/1.1", snapshot["protocol"])
+			assert.Equal(t, 1, snapshot["write_count"])
+			assert.Equal(t, false, snapshot["write_failed"])
+		})
+	}
+}
diff --git a/relay/responses_handler.go b/relay/responses_handler.go
index a48d9f5..61b11af 100644
--- a/relay/responses_handler.go
+++ b/relay/responses_handler.go
@@ -181,7 +181,7 @@ func ResponsesHelper(c *gin.Context, info *relaycommon.RelayInfo) (newAPIError *
 // WebSocket Responses usage. Compact requests keep their separate repricing.
 func ConsumeResponsesQuota(c *gin.Context, info *relaycommon.RelayInfo, usage *dto.Usage) {
 	if strings.HasPrefix(info.OriginModelName, "gpt-4o-audio") {
-		service.PostAudioConsumeQuota(c, info, usage, "")
+		service.PostAudioConsumeQuota(c, info, usage, nil)
 		return
 	}
 	service.PostTextConsumeQuota(c, info, usage, nil)
diff --git a/relay/responses_websocket.go b/relay/responses_websocket.go
index 8a07c86..25bed37 100644
--- a/relay/responses_websocket.go
+++ b/relay/responses_websocket.go
@@ -79,11 +79,13 @@ type responsesWSControl struct {
 // Only the request worker reads or changes billing state. Socket readers pass
 // bounded messages to it; cancellation never performs an independent refund.
 type responsesWSCallState struct {
-	inbox      chan responsesWSMessage
-	controls   chan responsesWSControl
-	done       chan struct{}
-	terminal   *responsesWSMessage
-	closeAfter bool
+	inbox    chan responsesWSMessage
+	controls chan responsesWSControl
+	done     chan struct{}
+	terminal *responsesWSMessage
+	// A nonzero closeCode ends the connection after this request.
+	closeCode   int
+	closeReason string
 }
 
 type responsesWSSession struct {
@@ -95,6 +97,7 @@ type responsesWSSession struct {
 	requestID      string
 	nextEventIndex int
 	workers        sync.WaitGroup
+	closeOnce      sync.Once
 
 	clientWriteMu sync.Mutex
 	targetWriteMu sync.Mutex
@@ -129,7 +132,9 @@ func ResponsesWebSocketHelper(c *gin.Context, client *websocket.Conn, runner Res
 	}
 	client.SetReadLimit(int64(maxMB) << 20)
 	defer func() {
-		s.shutdown()
+		// Unless an earlier shutdown ended the read, the client closed or left.
+		// Gorilla already answered a client close frame, so this tells the upstream.
+		s.shutdown(websocket.CloseNormalClosure, "")
 		s.workers.Wait()
 	}()
 
@@ -176,17 +181,20 @@ func ResponsesWebSocketHelper(c *gin.Context, client *websocket.Conn, runner Res
 func (s *responsesWSSession) runRequest(state *responsesWSCallState, message []byte, envelope responsesWSCreateEvent, streamID string, requestID string) {
 	create, parseErr := normalizeResponsesWSCreateEvent(message, envelope, streamID)
 	var apiErr *types.NewAPIError
+	var upstreamURLs []string
 	defer func() {
 		if recovered := recover(); recovered != nil {
 			apiErr = types.NewError(fmt.Errorf("responses websocket request panic: %v", recovered), types.ErrorCodeBadResponse, types.ErrOptionWithSkipRetry())
-			state.closeAfter = true
+			state.closeCode = websocket.CloseInternalServerErr
 		}
 		// Finish the middleware count before publishing the terminal event. Hold
 		// admission while writing it so an immediate next create cannot race
-		// the current request's release; socket close needs neither lock.
+		// the current request's release. A failing request also shuts down
+		// before that release, so a concurrent upstream close cannot report it
+		// as a normal closure; shutdown itself takes neither lock.
 		outgoing := state.terminal
 		if apiErr != nil {
-			if body, err := buildResponsesWSErrorPayload(envelope.EventID, streamID, apiErr); err == nil {
+			if body, err := buildResponsesWSErrorPayload(envelope.EventID, streamID, apiErr, upstreamURLs...); err == nil {
 				outgoing = &responsesWSMessage{kind: websocket.TextMessage, body: body}
 			}
 		}
@@ -194,18 +202,18 @@ func (s *responsesWSSession) runRequest(state *responsesWSCallState, message []b
 		s.stateMu.Lock()
 		if outgoing != nil {
 			if err := s.client.SetWriteDeadline(time.Now().Add(responsesWSWriteTimeout)); err != nil {
-				state.closeAfter = true
+				state.closeCode = websocket.CloseInternalServerErr
 			} else if err := s.client.WriteMessage(outgoing.kind, outgoing.body); err != nil {
-				state.closeAfter = true
+				state.closeCode = websocket.CloseInternalServerErr
 			}
 		}
+		if state.closeCode != 0 {
+			s.shutdown(state.closeCode, state.closeReason)
+		}
 		s.current = nil
 		close(state.done)
 		s.stateMu.Unlock()
 		s.clientWriteMu.Unlock()
-		if state.closeAfter {
-			s.shutdown()
-		}
 	}()
 	request := s.request.Clone(s.ctx)
 	request.Body = io.NopCloser(bytes.NewReader(message))
@@ -217,10 +225,12 @@ func (s *responsesWSSession) runRequest(state *responsesWSCallState, message []b
 		}
 		c.Request.Body = io.NopCloser(bytes.NewReader(create.Body))
 		c.Request.ContentLength = int64(len(create.Body))
-		return s.runCall(c, state, create)
+		callErr := s.runCall(c, state, create)
+		upstreamURLs = common.UpstreamAddresses(c)
+		return callErr
 	})
 	if apiErr != nil && (apiErr.StatusCode == http.StatusUnauthorized || apiErr.StatusCode == http.StatusForbidden) {
-		state.closeAfter = true
+		state.closeCode = websocket.ClosePolicyViolation
 	}
 }
 
@@ -233,7 +243,7 @@ func (s *responsesWSSession) runCall(c *gin.Context, state *responsesWSCallState
 	defer func() {
 		if recovered := recover(); recovered != nil {
 			apiErr = types.NewError(fmt.Errorf("responses websocket call panic: %v", recovered), types.ErrorCodeBadResponse, types.ErrOptionWithSkipRetry())
-			state.closeAfter = true
+			state.closeCode = websocket.CloseInternalServerErr
 		}
 		if info == nil && modelName != "" {
 			info = &relaycommon.RelayInfo{OriginModelName: modelName, UsingGroup: common.GetContextKeyString(c, appconstant.ContextKeyUsingGroup), StartTime: started}
@@ -276,7 +286,7 @@ func (s *responsesWSSession) runCall(c *gin.Context, state *responsesWSCallState
 			return apiErr
 		}
 		if err := s.writeTarget(websocket.TextMessage, payload); err != nil {
-			state.closeAfter = true
+			state.closeCode = websocket.CloseInternalServerErr
 			return types.NewError(err, types.ErrorCodeBadResponse, types.ErrOptionWithSkipRetry())
 		}
 	} else {
@@ -337,7 +347,7 @@ func (s *responsesWSSession) runCall(c *gin.Context, state *responsesWSCallState
 				return types.NewError(context.Canceled, types.ErrorCodeBadResponse, types.ErrOptionWithSkipRetry())
 			}
 			if err := s.writeTarget(websocket.TextMessage, payload); err != nil {
-				state.closeAfter = true
+				state.closeCode = websocket.CloseInternalServerErr
 				return types.NewError(err, types.ErrorCodeBadResponse, types.ErrOptionWithSkipRetry())
 			}
 			s.lockedModel, s.lockedChannelID, s.lockedGroup = modelName, channel.Id, info.UsingGroup
@@ -350,6 +360,7 @@ func (s *responsesWSSession) runCall(c *gin.Context, state *responsesWSCallState
 				appconstant.ContextKeyChannelParamOverride, appconstant.ContextKeyChannelHeaderOverride, appconstant.ContextKeyChannelOrganization,
 				appconstant.ContextKeyChannelAutoBan, appconstant.ContextKeyChannelModelMapping, appconstant.ContextKeyChannelStatusCodeMapping,
 				appconstant.ContextKeyChannelIsMultiKey, appconstant.ContextKeyChannelMultiKeyIndex, appconstant.ContextKeyChannelKey, appconstant.ContextKeyChannelBaseUrl,
+				appconstant.ContextKeyUpstreamRequestOrigin,
 			} {
 				if value, ok := c.Get(string(key)); ok {
 					s.lockedContext[key] = value
@@ -385,7 +396,7 @@ func (s *responsesWSSession) runCall(c *gin.Context, state *responsesWSCallState
 			idle.Reset(timeout)
 			if incoming.err != nil {
 				info.StreamStatus.SetEndReason(relaycommon.StreamEndReasonScannerErr, incoming.err)
-				state.closeAfter = true
+				state.closeCode, state.closeReason = websocket.CloseInternalServerErr, "upstream connection closed"
 				ConsumeResponsesQuota(c, info, accumulator.Finish())
 				return nil
 			}
@@ -399,7 +410,7 @@ func (s *responsesWSSession) runCall(c *gin.Context, state *responsesWSCallState
 			} else {
 				if event.Type != "error" && event.StreamID != "" && event.StreamID != create.StreamID {
 					if err := s.writeClient(incoming.kind, incoming.body); err != nil {
-						s.shutdown()
+						s.shutdown(websocket.CloseInternalServerErr, "")
 					}
 					continue
 				}
@@ -417,7 +428,7 @@ func (s *responsesWSSession) runCall(c *gin.Context, state *responsesWSCallState
 					terminal, ambiguous, controlError := responsesWSErrorEndsRequest(rejection, create.StreamID, responseID, sentControl)
 					if !terminal {
 						if err := s.writeClient(incoming.kind, incoming.body); err != nil {
-							s.shutdown()
+							s.shutdown(websocket.CloseInternalServerErr, "")
 						}
 						// Only a control error in this stream resolves its pending control.
 						if controlError {
@@ -433,10 +444,13 @@ func (s *responsesWSSession) runCall(c *gin.Context, state *responsesWSCallState
 							}
 							info.StreamStatus.MarkFailed(code, rejection.Error.Type, rejection.Status)
 						}
-						accumulator.Observe(&event.ResponsesStreamResponse)
+						accumulator.Observe(&event.ResponsesStreamResponse, incoming.body)
 						info.StreamStatus.SetEndReason(relaycommon.StreamEndReasonDone, nil)
 						s.lastResponseID = responseID
-						state.terminal, state.closeAfter = &incoming, ambiguous
+						state.terminal = &incoming
+						if ambiguous {
+							state.closeCode = websocket.CloseInternalServerErr
+						}
 						ConsumeResponsesQuota(c, info, accumulator.Finish())
 						return nil
 					}
@@ -461,7 +475,7 @@ func (s *responsesWSSession) runCall(c *gin.Context, state *responsesWSCallState
 						responseID = event.Response.ID
 					}
 				}
-				accumulator.Observe(&event.ResponsesStreamResponse)
+				accumulator.Observe(&event.ResponsesStreamResponse, incoming.body)
 			}
 			switch event.Type {
 			case "response.completed", "response.done", "response.incomplete", "response.failed", "response.cancelled", "response.canceled":
@@ -474,11 +488,11 @@ func (s *responsesWSSession) runCall(c *gin.Context, state *responsesWSCallState
 				return nil
 			}
 			if err := s.writeClient(incoming.kind, incoming.body); err != nil {
-				s.shutdown()
+				s.shutdown(websocket.CloseInternalServerErr, "")
 			}
 			if accepted && pendingControl != nil {
 				if err := s.writeTarget(websocket.TextMessage, pendingControl); err != nil {
-					s.shutdown()
+					s.shutdown(websocket.CloseInternalServerErr, "")
 				}
 				sentControl = pendingControl
 				pendingControl = nil
@@ -493,12 +507,12 @@ func (s *responsesWSSession) runCall(c *gin.Context, state *responsesWSCallState
 				continue
 			}
 			if err := s.writeTarget(websocket.TextMessage, control.body); err != nil {
-				s.shutdown()
+				s.shutdown(websocket.CloseInternalServerErr, "")
 			}
 			sentControl = control.body
 		case <-idle.C:
 			info.StreamStatus.SetEndReason(relaycommon.StreamEndReasonTimeout, context.DeadlineExceeded)
-			state.closeAfter = true
+			state.closeCode, state.closeReason = websocket.CloseInternalServerErr, "upstream response timed out"
 			ConsumeResponsesQuota(c, info, accumulator.Finish())
 			return nil
 		case <-s.ctx.Done():
@@ -642,27 +656,27 @@ func (s *responsesWSSession) startTargetReader(target *websocket.Conn) {
 			if state := s.getCurrent(); state != nil {
 				select {
 				case state.inbox <- incoming:
-				case <-state.done:
-					if err == nil {
-						if writeErr := s.writeClient(kind, body); writeErr != nil {
-							s.shutdown()
-							return
-						}
-					} else {
-						s.shutdown()
+					if err != nil {
+						return
 					}
+					continue
+				case <-state.done:
 				case <-s.ctx.Done():
 					return
 				}
-			} else if err == nil {
-				if writeErr := s.writeClient(kind, body); writeErr != nil {
-					s.shutdown()
-					return
-				}
-			} else {
-				s.shutdown()
 			}
+			// No request owns this message. An idle upstream that closed
+			// normally ends the client session with the same code.
 			if err != nil {
+				code := websocket.CloseInternalServerErr
+				if websocket.IsCloseError(err, websocket.CloseNormalClosure, websocket.CloseGoingAway) {
+					code = err.(*websocket.CloseError).Code
+				}
+				s.shutdown(code, "upstream connection closed")
+				return
+			}
+			if writeErr := s.writeClient(kind, body); writeErr != nil {
+				s.shutdown(websocket.CloseInternalServerErr, "")
 				return
 			}
 		}
@@ -695,6 +709,7 @@ func (s *responsesWSSession) setTarget(target *websocket.Conn) bool {
 	s.connectionMu.Lock()
 	defer s.connectionMu.Unlock()
 	if s.ctx.Err() != nil {
+		_ = target.WriteControl(websocket.CloseMessage, websocket.FormatCloseMessage(websocket.CloseNormalClosure, ""), time.Now().Add(time.Second))
 		_ = target.Close()
 		return false
 	}
@@ -734,23 +749,28 @@ func (s *responsesWSSession) sendError(eventID, streamID string, apiErr *types.N
 	}
 }
 
-func (s *responsesWSSession) closeTarget() {
-	s.connectionMu.Lock()
-	target, unregister := s.target, s.unregister
-	s.target, s.unregister = nil, nil
-	s.connectionMu.Unlock()
-	if unregister != nil {
-		unregister()
-	}
-	if target != nil {
-		_ = target.Close()
-	}
-}
-
-func (s *responsesWSSession) shutdown() {
-	s.cancel()
-	s.closeTarget()
-	_ = s.client.Close()
+// shutdown ends the connection once. Each peer gets a close frame that says
+// why, bounded to one second, and both sockets close even if a write failed.
+// Close frames are control writes, which gorilla allows alongside a blocked
+// data writer, so shutdown takes no write lock and never waits for workers.
+func (s *responsesWSSession) shutdown(code int, reason string) {
+	s.closeOnce.Do(func() {
+		s.cancel()
+		s.connectionMu.Lock()
+		target, unregister := s.target, s.unregister
+		s.target, s.unregister = nil, nil
+		s.connectionMu.Unlock()
+		if unregister != nil {
+			unregister()
+		}
+		closeMessage := websocket.FormatCloseMessage(code, reason)
+		_ = s.client.WriteControl(websocket.CloseMessage, closeMessage, time.Now().Add(time.Second))
+		if target != nil {
+			_ = target.WriteControl(websocket.CloseMessage, closeMessage, time.Now().Add(time.Second))
+			_ = target.Close()
+		}
+		_ = s.client.Close()
+	})
 }
 
 func (s *responsesWSSession) registerChannelClose(channelID int) {
@@ -766,15 +786,9 @@ func (s *responsesWSSession) registerChannelClose(channelID int) {
 }
 
 // closeForPolicy tells both peers why the connection ends, like the realtime
-// relay does; WriteControl is safe alongside a blocked data writer.
+// relay does.
 func (s *responsesWSSession) closeForPolicy(reason string) {
-	closeMessage := websocket.FormatCloseMessage(websocket.ClosePolicyViolation, reason)
-	deadline := time.Now().Add(time.Second)
-	_ = s.client.WriteControl(websocket.CloseMessage, closeMessage, deadline)
-	if target := s.getTarget(); target != nil {
-		_ = target.WriteControl(websocket.CloseMessage, closeMessage, deadline)
-	}
-	s.shutdown()
+	s.shutdown(websocket.ClosePolicyViolation, reason)
 }
 
 // Stream identity belongs to the WebSocket envelope. For the legacy wrapped
@@ -886,7 +900,7 @@ func buildResponsesWSCreateEvent(jsonData []byte, generate common.RawMessage, st
 	return common.Marshal(event)
 }
 
-func buildResponsesWSErrorPayload(eventID, streamID string, apiErr *types.NewAPIError) ([]byte, error) {
+func buildResponsesWSErrorPayload(eventID, streamID string, apiErr *types.NewAPIError, upstreamURLs ...string) ([]byte, error) {
 	if apiErr == nil {
 		return nil, errors.New("api error is nil")
 	}
@@ -894,7 +908,7 @@ func buildResponsesWSErrorPayload(eventID, streamID string, apiErr *types.NewAPI
 	if status == 0 {
 		status = http.StatusInternalServerError
 	}
-	openaiErr := apiErr.ToOpenAIError()
+	openaiErr := apiErr.ToOpenAIError(upstreamURLs...)
 	return common.Marshal(&responsesWSErrorEvent{
 		Type:     "error",
 		Status:   status,
diff --git a/relay/responses_websocket_test.go b/relay/responses_websocket_test.go
index f25de0a..7e2cf21 100644
--- a/relay/responses_websocket_test.go
+++ b/relay/responses_websocket_test.go
@@ -566,24 +566,35 @@ func TestResponsesWSShutdownInterruptsBusyWriter(t *testing.T) {
 	defer cleanupTarget()
 	ctx, cancel := context.WithCancel(context.Background())
 	s := &responsesWSSession{ctx: ctx, cancel: cancel, client: server, target: target}
-	// A blocked network writer owns this lock. Closing the connection must
-	// remain possible so that writer can be interrupted.
+	// Blocked network writers own these locks. Shutdown must not wait for
+	// them: its close frames are bounded control writes, and closing the
+	// sockets is what interrupts those writers.
+	s.clientWriteMu.Lock()
+	defer s.clientWriteMu.Unlock()
 	s.targetWriteMu.Lock()
 	defer s.targetWriteMu.Unlock()
 	done := make(chan struct{})
-	go func() { s.shutdown(); close(done) }()
+	go func() { s.shutdown(websocket.CloseInternalServerErr, "upstream connection closed"); close(done) }()
 	select {
 	case <-done:
 	case <-time.After(5 * time.Second):
-		t.Fatal("shutdown waited for the network writer")
+		t.Fatal("shutdown waited for a network writer")
+	}
+	// A dropped socket would read as a synthetic 1006; 1011 is the frame.
+	for _, conn := range []*websocket.Conn{client, peer} {
+		require.NoError(t, conn.SetReadDeadline(time.Now().Add(time.Second)))
+		_, _, err := conn.ReadMessage()
+		assert.True(t, websocket.IsCloseError(err, websocket.CloseInternalServerErr), "want a 1011 close frame, got %v", err)
 	}
-	require.NoError(t, peer.SetReadDeadline(time.Now().Add(time.Second)))
-	_, _, err := peer.ReadMessage()
-	assert.Error(t, err)
-	require.NoError(t, client.SetReadDeadline(time.Now().Add(time.Second)))
-	_, _, err = client.ReadMessage()
-	assert.Error(t, err)
 	assert.Nil(t, s.getTarget())
+
+	// An upstream dial that completes after shutdown is closed with a frame too.
+	late, latePeer, cleanupLate := newTestWebSocketPair(t)
+	defer cleanupLate()
+	assert.False(t, s.setTarget(late))
+	require.NoError(t, latePeer.SetReadDeadline(time.Now().Add(time.Second)))
+	_, _, err := latePeer.ReadMessage()
+	assert.True(t, websocket.IsCloseError(err, websocket.CloseNormalClosure), "want a 1000 close frame, got %v", err)
 }
 
 func TestResponsesWSPassthroughPreservesRawPricingParameters(t *testing.T) {
diff --git a/relay/websocket.go b/relay/websocket.go
index ce55f78..2f22533 100644
--- a/relay/websocket.go
+++ b/relay/websocket.go
@@ -56,6 +56,6 @@ func WssHelper(c *gin.Context, info *relaycommon.RelayInfo) (newAPIError *types.
 		service.ResetStatusCode(newAPIError, statusCodeMappingStr)
 		return newAPIError
 	}
-	service.PostWssConsumeQuota(c, info, info.UpstreamModelName, usage.(*dto.RealtimeUsage), "")
+	service.PostWssConsumeQuota(c, info, info.UpstreamModelName, usage.(*dto.RealtimeUsage), nil)
 	return nil
 }
diff --git a/relaykit/README.md b/relaykit/README.md
index cd534c8..a1f821f 100644
--- a/relaykit/README.md
+++ b/relaykit/README.md
@@ -1,58 +1,73 @@
 # RelayKit
 
-RelayKit 是从 [new-api](https://github.com/QuantumNous/new-api) 中拆分出的独立 Go 模块，提供常用大模型文本协议的 DTO、请求转换、响应转换和流式事件转换。
+RelayKit 是一个 Go 模块，在 OpenAI Chat Completions、OpenAI Responses、Anthropic Messages 和 Gemini `generateContent` 四种协议之间转换请求、非流式响应和流式事件。
 
-它只负责协议层的数据建模与语义转换，不包含 HTTP 服务、上游请求发送、渠道调度、鉴权、计费或数据库逻辑。因此可以脱离 new-api 主模块，嵌入其他 Go 网关或代理服务。
-
-## 能力
-
-- 在 OpenAI Chat Completions、OpenAI Responses、Anthropic Messages 和 Gemini `generateContent` 之间转换
-- 同时支持请求、非流式响应和增量流式响应
-- 自动根据 DTO 类型识别源协议，并选择内置的直接或多跳转换路径
-- 返回转换器 ID、质量等级、实际转换步骤和统一 usage，方便审计与调试
-- 支持常用的文本、多模态内容、工具调用、推理内容和 usage 映射
-- 作为独立 Go module 构建，不依赖 new-api 主模块、Gin、数据库或全局设置
+它从 [new-api](https://github.com/QuantumNous/new-api) 中拆出，模块路径是 `github.com/QuantumNous/new-api/relaykit`，运行时依赖是 uuid、lo、gjson 和 sjson 四个包。它做协议数据的建模和转换，HTTP 收发、SSE 读写、渠道选择、鉴权和计费由宿主程序完成，所以可以嵌进其他 Go 网关或代理。
 
 ## 支持矩阵
 
-以下四种文本协议支持任意两种格式之间的转换：
+四种协议两两之间都能转换，请求、非流式响应和流式响应覆盖同一张表：
 
 | 源格式 \ 目标格式 | OpenAI Chat | OpenAI Responses | Claude Messages | Gemini |
 |---|---:|---:|---:|---:|
-| OpenAI Chat | — | Good | Fair | Fair |
-| OpenAI Responses | Good | — | Fair | Fair |
-| Claude Messages | Fair | Fair | — | Discouraged |
-| Gemini | Fair | Fair | Discouraged | — |
+| OpenAI Chat | | `good` | `fair` | `fair` |
+| OpenAI Responses | `good` | | `fair` | `fair` |
+| Claude Messages | `fair` | `fair` | | `discouraged` |
+| Gemini | `fair` | `fair` | `discouraged` | |
 
-质量等级表示协议之间的语义匹配程度：
+`good` 表示两种协议结构接近，字段基本一一对应。`fair` 表示主要内容都能转，协议独有的字段以诊断报告。其中 Gemini 转 Responses 的请求和响应、Claude 转 Responses 的响应、Responses 转 Gemini 的响应经 OpenAI Chat 中转。`discouraged` 表示 Claude 和 Gemini 之间请求和响应都经 OpenAI Chat 中转两跳，丢字段的机会更多。实际走的路径在转换结果的 `Steps` 里，等级在 `Quality` 里。
 
-- `Good`：两种协议的核心结构较接近
-- `Fair`：主要能力可转换，但部分协议特性可能需要适配或无法完整保留
-- `Discouraged`：目前需要经过中间协议转换，语义损失风险更高
+## 功能
 
-请求、非流式响应和流式响应均覆盖上述矩阵。实际采用的路径可从转换结果的 `Steps` 和 `Quality` 字段中读取。
+### 自动选路
+
+`ConvertRequest` 和 `ConvertResponse` 按传入 DTO 的具体类型判断源协议，`NewResponseStreamState` 按参数里的源格式和目标格式，都查表选直接转换器或多跳路径。结果里有源格式、目标格式、转换器 ID、质量等级、实际经过的每一步和诊断列表。要固定路径时用 `ConvertRequestVia`，要按 ID 执行时用 `ConvertRequestByID`、`ConvertResponseByID` 和 `NewResponseStreamStateByID`。
+
+### 工具调用
+
+function tool 的定义、调用和结果在四种协议之间互转。Responses 的 custom tool 和带 namespace 的工具发往 Chat、Claude、Gemini 上游时改成普通 function tool，编码方式记在 `convmeta.ResponsesToolState` 里，响应转换时按这份记录还原成 Responses 的形状。托管 web search 按目标协议重新编码：Chat 用 `web_search_options`，Responses、Claude 和 Gemini 各用自己协议的 web search 工具定义，宿主可以通过 `Options.WebSearch` 为某个上游改写编码。其他托管工具在目标协议里表达不了的部分，转换照常完成，缺失写进诊断。
+
+### 推理设置
+
+reasoning effort、thinking budget 和是否返回思考内容用 `dto.ReasoningConversionState` 在转换步骤之间传递，多跳路径上的每一步都能读到精确的 budget 和 effort。Claude 的 max_tokens 和 budget 超出模型范围时会调整，Gemini 的 thinkingConfig 按模型归一化，这些改动都以诊断返回，例如 `claude_max_tokens_raised` 和 `claude_budget_adjusted`。
+
+### 多模态
+
+图片和文件内容块在协议之间转换。需要下载 URL 或解析 data URL 时，RelayKit 调用宿主用 `SetMediaResolver` 注册的函数，未注册时转换返回错误。
+
+### Usage
+
+每个响应转换都返回统一的 `dto.Usage`，含输入、输出、缓存命中，以及 Claude 缓存写入按 5 分钟和 1 小时的拆分。`Usage.BillingUsage` 同时带着上游原始的 usage 结构和它来自哪个协议，宿主可以按上游的计量规则计费。流式转换把分散在多个事件里的 usage 累加到 `ResponseStreamState`。`dto.MergeUsageNonZero` 一类函数合并两份 usage 时，后到的非零字段覆盖已有值，后到的零值保留已有的计数。
+
+### 流式
+
+每条上游流对应一个 `ResponseStreamState`，跨事件的工具调用拼接、usage 和结束状态都存在这里。上游结束后调用 `FinalizeStreamResponse`，转换器在这一步补发终止事件和最终 usage。目标是 Responses 时，上游中途出错可以调用 `FailResponsesStream` 生成 Responses 协议的错误事件，`ResponseStreamOptions.EmitSequenceNumber` 打开后每个事件带 `sequence_number`。
+
+### 宿主钩子
+
+JSON 编解码默认用 `encoding/json`，宿主可以在启动时用 `kitutil.SetCodec` 换成别的实现，DTO 上自定义的 `MarshalJSON` 和 `UnmarshalJSON` 也走同一个编解码器。数据形状异常的日志通过 `kitutil.SetLogging` 和 `kitutil.SetSystemErrorLogging` 交给宿主，默认写到 stderr。
 
 ## 安装
 
-RelayKit 要求 Go 1.25.1 或更高版本。
+RelayKit 要求 Go 1.25.1 或更高版本。tag 的形式是 `relaykit/vX.Y.Z`，`@latest` 解析到最新的一个。
 
 ```bash
 go get github.com/QuantumNous/new-api/relaykit@latest
 ```
 
-主要包：
-
-| 包 | 用途 |
+| 包 | 内容 |
 |---|---|
-| `relaykit/dto` | 各协议的请求、响应、流式事件和 usage DTO |
-| `relaykit/types` | 协议格式、错误、文件来源及共享类型 |
+| `relaykit/dto` | 四种协议的请求、响应、流式事件和 usage 结构，以及 new-api 宿主共用的渠道、定价和用户设置结构 |
+| `relaykit/types` | 协议格式、错误、诊断、文件来源等共享类型 |
 | `relaykit/relayconvert` | 请求、响应和流式转换入口 |
-| `relaykit/relayconvert/convmeta` | 与宿主实现解耦的转换上下文和选项 |
-| `relaykit/reasonmap` | 不同协议之间的结束原因映射 |
+| `relaykit/relayconvert/convmeta` | 转换上下文接口 `Meta`、默认实现 `Values` 和选项 `Options` |
+| `relaykit/relayconvert/reasoning` | 推理设置的解析、合并和渲染，包括模型名尾缀解析 |
+| `relaykit/relayconvert/kitutil` | JSON 编解码和日志钩子 |
+| `relaykit/reasonmap` | Claude 和 OpenAI 之间的结束原因映射 |
 
 ## 快速开始
 
-下面将 OpenAI Chat Completions 请求转换为 Claude Messages 请求：
+下面把 OpenAI Chat Completions 请求转换成 Claude Messages 请求：
 
 ```go
 package main
@@ -102,11 +117,11 @@ func main() {
 }
 ```
 
-`ConvertRequest` 根据请求的具体 DTO 类型推断源格式。传入原始 JSON、`map[string]any` 或不受支持的 DTO 会返回错误。
+`ConvertRequest` 按请求的具体 DTO 类型推断源格式。传入 nil、原始 JSON、`map[string]any` 或其他类型时返回错误。
 
 ### 非流式响应
 
-响应转换使用相同的目标格式模型：
+响应转换用同一套目标格式参数：
 
 ```go
 result, err := relayconvert.ConvertResponse(
@@ -134,16 +149,17 @@ usage := result.Usage
 
 ### 流式响应
 
-流式转换可能需要跨事件保存工具调用、usage 和结束状态。每条上游流应创建独立的 `ResponseStreamState`，并在上游结束后调用 `FinalizeStreamResponse`：
+每条上游流创建一个 `ResponseStreamState`，上游结束后调用 `FinalizeStreamResponse`：
 
 ```go
 state, err := relayconvert.NewResponseStreamState(
 	types.RelayFormatOpenAI,
 	types.RelayFormatOpenAIResponses,
 	relayconvert.ResponseStreamOptions{
-		ID:           "resp_123",
-		Model:        "gpt-4.1",
-		IncludeUsage: true,
+		ID:                 "resp_123",
+		Model:              "gpt-4.1",
+		IncludeUsage:       true,
+		EmitSequenceNumber: true,
 	},
 )
 if err != nil {
@@ -169,15 +185,16 @@ for _, result := range finalResults {
 }
 
 usage := state.Usage()
+diagnostics := state.Diagnostics()
 ```
 
-RelayKit 不负责 SSE 的读取和写入。宿主需要将每个 SSE 事件解析为对应 DTO，并将转换结果重新编码后发送给下游。不要省略 `FinalizeStreamResponse`，部分转换器会在该阶段补发终止事件或最终 usage。
+SSE 的读取和写入由宿主完成：把每个上游事件解析成对应的 DTO 传进来，再把转换结果编码后发给下游。`FinalizeStreamResponse` 每条流都要调用，部分转换器在这一步才补发终止事件和最终 usage。
 
 ## 转换上下文
 
-大多数基础转换可以传入 `nil` 作为 `convmeta.Meta`。需要模型映射、推理适配、安全设置或流式状态时，应使用 `convmeta.Values`，或在宿主中实现 `convmeta.Meta`。
+大多数基础转换的 `convmeta.Meta` 参数可以传 `nil`。需要模型名、推理设置、工具编码记录或流式状态时，用 `convmeta.Values`，或者在宿主里实现 `convmeta.Meta`。自己实现时，指针类型的每个方法都要能在 nil receiver 上返回零值，接口注释写了原因。
 
-常用选项通过 `convmeta.Options` 按请求传入：
+按请求传入的选项放在 `convmeta.Options`：
 
 ```go
 meta := &convmeta.Values{
@@ -194,18 +211,39 @@ meta := &convmeta.Values{
 }
 ```
 
-需要注意：
+| 选项 | 作用 |
+|---|---|
+| `Claude.DefaultMaxTokens` | 源请求没有 max_tokens 时，转 Claude 用这个函数取值 |
+| `Claude.ThinkingAdapterEnabled`、`Gemini.ThinkingAdapterEnabled` | 模型名尾缀适配开关，见下文 |
+| `Claude.ThinkingAdapterBudgetTokensPercentage`、`Gemini.ThinkingAdapterBudgetTokensPercentage` | 尾缀适配触发时，thinking budget 占 max_tokens 的比例 |
+| `Claude.WebSearchToolVersion` | 转 Claude 时 web search 工具的版本，空值用 `web_search_20250305` |
+| `Gemini.FunctionCallThoughtSignatureEnabled` | 给 function call 部分附加 thoughtSignature |
+| `Gemini.SupportsImagine` | 判断模型是否支持生图，支持时切换响应模态 |
+| `Gemini.SafetySetting` | 按分类返回 safetySettings 的阈值 |
+| `ToolLossPolicy` | 跨协议丢失工具行为时的处理，见下文 |
+| `OpenRouterDialect` | 上游是 OpenRouter 时打开，转换器会输出它额外接受的字段 |
+| `WebSearch` | 为某个上游改写托管 web search 的编码 |
+| `PreserveThinkingSuffix`、`PreserveEffortTail` | 判断哪些模型名要原样保留尾缀 |
 
-- OpenAI Chat 或 OpenAI Responses 转 Claude 时，Claude 请求必须具有 `max_tokens`。源请求未提供时，需要配置 `Claude.DefaultMaxTokens`，否则转换会返回错误。
-- RelayKit 不负责选择渠道或映射模型名。调用转换前，应将请求中的 `Model` 设置为目标上游使用的模型名。
-- 自定义 `convmeta.Meta` 的指针实现必须保证所有方法对 nil receiver 安全，完整约束见 `convmeta.Meta` 的接口注释。
-- 工具损耗策略默认是 `allow`：跨协议转换会成功，损耗以诊断形式返回。`safe` / `strict` 只在请求阶段 opt-in 拒绝；响应和流式转换无论策略如何都不会因损耗失败。
-- `ThinkingAdapterEnabled` 只控制是否把已解析的推理意图渲染到 Claude / Gemini 请求上。`-thinking` / `-nothinking` / effort 尾缀等命名约定不再由转换器自动解释。
-- 若你的入口仍使用这些模型名后缀，请在调用转换前自行调用 `relayconvert/reasoning` 的 `Parse*` 帮助函数，把结果写成 `dto.ReasoningConversionState`，并通过 `convmeta.Meta.ReasoningState()`（`convmeta.Values.ReasoningConversion`）传入。同时把发给上游的模型名裁成无后缀基础名。
+转 Claude 时请求需要 `max_tokens`。源请求没有时，RelayKit 调用 `Claude.DefaultMaxTokens` 取值，两者都没有时返回错误。
 
-## 多模态内容
+RelayKit 按请求里的 `Model` 生成上游请求，调用前把它设成上游使用的模型名。带 `-thinking`、`-nothinking`、`-thinking-<budget>` 或 `-high` 这类尾缀的 Claude、Gemini 模型名由调用方在转换前解析：调用 `reasoning.ParseClaudeModelSuffix` 或 `reasoning.ParseGeminiModelSuffix`，`allowSuffixAlias` 参数传 `ThinkingAdapterEnabled`，把返回的 `Intent` 用 `reasoning.StateFromIntent` 写进 `Values.ReasoningConversion`，再把裁掉尾缀的模型名放进请求。开关关闭时这两个函数原样返回模型名，推理设置来自请求字段。
 
-某些跨协议的图片转换需要下载 URL 内容或解析 data URL。宿主应在启动时配置媒体解析器：
+## 诊断与损耗策略
+
+每个转换结果都带 `Diagnostics`，每条诊断有代码、字段路径、说明、级别和源目标格式。级别 `warning` 表示展示层面的差异，`error` 表示工具行为或内容发生了变化。常见代码有 `hosted_web_search_omitted`、`trailing_assistant_omitted` 和 `unsupported_media_type`。
+
+`Options.ToolLossPolicy` 决定请求阶段怎么处理诊断：
+
+- `allow` 是默认值，转换完成，所有损耗以诊断返回。
+- `safe` 在请求阶段遇到 `error` 级诊断时返回 `*types.ConversionLossError`。
+- `strict` 在请求阶段遇到任何诊断都返回这个错误。
+
+响应和流式转换在三种策略下都完成转换并返回诊断。流式用 `state.Diagnostics()` 读到目前为止累计的诊断，包括没有产生下游事件的那些。
+
+## 媒体解析
+
+跨协议的图片转换有时需要下载 URL 内容或解析 data URL。宿主在启动时注册解析函数：
 
 ```go
 relayconvert.SetMediaResolver(relayconvert.MediaResolver{
@@ -214,39 +252,38 @@ relayconvert.SetMediaResolver(relayconvert.MediaResolver{
 })
 ```
 
-两个回调的签名由 `relayconvert.MediaResolver` 定义。需要媒体解析而未配置对应回调时，转换会明确返回错误；RelayKit 本身不会发起网络请求。
+两个函数的签名见 `relayconvert.MediaResolver`。需要媒体解析而没有注册时，转换返回错误。网络请求由这两个函数发起。
 
 ## 转换结果
 
-请求转换返回 `relayconvert.RequestResult`，响应转换返回 `relayconvert.ResponseResult`。除 `Value` 外，建议关注：
+请求转换返回 `relayconvert.RequestResult`，响应转换返回 `relayconvert.ResponseResult`，字段有：
 
-- `From` / `To`：源格式和目标格式
-- `Converter`：所选转换器 ID
-- `Quality`：转换质量等级
-- `Steps`：直接转换或多跳转换的实际路径
-- `Usage`：响应转换后的统一 token usage
-- `Stream`：结果是否来自流式转换
-
-如果需要固定转换路径，可使用 `ConvertRequestVia`；如果需要按转换器 ID 执行，可使用 `ConvertRequestByID`、`ConvertResponseByID` 和 `NewResponseStreamStateByID`。
+- `Value`：转换后的 DTO
+- `From`、`To`：源格式和目标格式
+- `Converter`：转换器 ID
+- `Quality`：质量等级
+- `Steps`：实际经过的每一步
+- `Diagnostics`：诊断列表
+- `Usage`、`Stream`：响应结果独有，统一 usage 和是否来自流式转换
 
 ## 开发
 
-RelayKit 必须始终保持独立可构建。修改模块后，在 `relaykit` 目录运行：
+在 `relaykit` 目录运行：
 
 ```bash
-GOWORK=off go test ./...
 GOWORK=off go build ./...
+GOWORK=off go test ./...
 ```
 
-转换矩阵由 golden tests 覆盖。确认协议输出变化是预期行为后，可更新快照：
+`GOWORK=off` 让模块脱离仓库的 workspace 单独构建，这是 new-api 对 RelayKit 改动的检查项。转换矩阵由 golden test 覆盖，协议输出变化确认是预期行为后更新快照：
 
 ```bash
 GOWORK=off go test ./relayconvert -run TestGolden -update
 ```
 
-## 版本与兼容性
+## 版本
 
-RelayKit 当前使用 `v0.x` 版本。公开 API 和 DTO 仍可能在小版本中调整，升级前请检查发布说明和实际序列化结果。协议之间并非完全同构，建议对业务实际使用的工具调用、多模态、推理和流式场景增加端到端测试。
+RelayKit 处于 `v0.x`。公开 API 和 DTO 可能在小版本里变化，升级前对照发布说明和序列化结果。每对协议都有对方没有的字段，建议对业务里用到的工具调用、多模态、推理和流式场景加端到端测试。
 
 ## 许可证
 
diff --git a/relaykit/dto/channel_settings.go b/relaykit/dto/channel_settings.go
index 5c6b330..3a6030d 100644
--- a/relaykit/dto/channel_settings.go
+++ b/relaykit/dto/channel_settings.go
@@ -4,6 +4,7 @@ import (
 	"fmt"
 	"net/url"
 	"regexp"
+	"slices"
 	"strings"
 	"sync"
 
@@ -21,12 +22,46 @@ type ChannelSettings struct {
 	ResponsesAstraModelGuard *bool  `json:"responses_astra_model_guard,omitempty"`
 	SystemPrompt             string `json:"system_prompt,omitempty"`
 	SystemPromptOverride     bool   `json:"system_prompt_override,omitempty"`
+	// TaskExtendPluginKeys lists the task plugins a New API channel (type 60)
+	// is extended with. The upstream gateway may host many plugins, so the
+	// channel serves every listed plugin's models while the request still pins
+	// the executing plugin. TaskPluginKey remains the single type-61 binding
+	// and stays valid on a New API channel as well.
+	TaskExtendPluginKeys []string `json:"task_extend_plugin_keys,omitempty"`
 	// HTTPProtocol controls outbound HTTP version negotiation for this channel.
 	// Accepted values: "", "auto" (default), "http1".
 	HTTPProtocol string `json:"http_protocol,omitempty"`
 	// HTTP2ConnectionShards spreads HTTP/2 traffic across N independent transports
 	// (1-8). Zero/unset means 1. Ignored when HTTPProtocol is "http1".
 	HTTP2ConnectionShards int `json:"http2_connection_shards,omitempty"`
+	// TLSInsecureSkipVerify accepts upstream certificates that fail
+	// verification, such as self-signed ones, for this channel only.
+	TLSInsecureSkipVerify bool `json:"tls_insecure_skip_verify,omitempty"`
+}
+
+// BindsTaskPlugin reports whether the channel is bound to the task plugin,
+// either through the single binding or the New API extension list.
+func (s ChannelSettings) BindsTaskPlugin(key string) bool {
+	if key == "" {
+		return false
+	}
+	return s.TaskPluginKey == key || slices.Contains(s.TaskExtendPluginKeys, key)
+}
+
+// TaskPluginBindings returns the sorted, de-duplicated set of task plugins the
+// channel binds through either field, so callers can compare bindings as a set.
+func (s ChannelSettings) TaskPluginBindings() []string {
+	bindings := make([]string, 0, len(s.TaskExtendPluginKeys)+1)
+	if s.TaskPluginKey != "" {
+		bindings = append(bindings, s.TaskPluginKey)
+	}
+	for _, key := range s.TaskExtendPluginKeys {
+		if key != "" && !slices.Contains(bindings, key) {
+			bindings = append(bindings, key)
+		}
+	}
+	slices.Sort(bindings)
+	return bindings
 }
 
 func (s ChannelSettings) AstraModelGuardEnabled() bool {
@@ -73,9 +108,20 @@ const (
 	AwsKeyTypeApiKey AwsKeyType = "api_key"
 )
 
+type AwsApiType string
+
+const (
+	AwsApiTypeInvokeModel AwsApiType = "invoke_model"
+	AwsApiTypeMantle      AwsApiType = "mantle"
+)
+
 type ChannelOtherSettings struct {
+	// Exact upstream model names whose Messages input_tokens includes cache reads.
+	// Empty preserves standard Anthropic accounting; cache writes remain separate.
+	ClaudeInputIncludesCacheReadModels    []string              `json:"claude_input_includes_cache_read_models,omitempty"`
 	AzureResponsesVersion                 string                `json:"azure_responses_version,omitempty"`
-	VertexKeyType                         VertexKeyType         `json:"vertex_key_type,omitempty"` // "json" or "api_key"
+	VertexKeyType                         VertexKeyType         `json:"vertex_key_type,omitempty"`   // "json" or "api_key"
+	VertexProjectID                       string                `json:"vertex_project_id,omitempty"` // 仅当 vertex_key_type=api_key 时使用；JSON 模式下从 service account 解析
 	OpenRouterEnterprise                  *bool                 `json:"openrouter_enterprise,omitempty"`
 	ClaudeBetaQuery                       bool                  `json:"claude_beta_query,omitempty"`          // Claude 渠道是否强制追加 ?beta=true
 	AllowServiceTier                      bool                  `json:"allow_service_tier,omitempty"`         // 是否允许 service_tier 透传（默认过滤以避免额外计费）
@@ -86,6 +132,7 @@ type ChannelOtherSettings struct {
 	AllowIncludeObfuscation               bool                  `json:"allow_include_obfuscation,omitempty"`  // 是否允许 stream_options.include_obfuscation 透传（默认过滤以避免关闭流混淆保护）
 	DisableTaskPollingSleep               bool                  `json:"disable_task_polling_sleep,omitempty"` // 是否跳过异步任务轮询间隔
 	AwsKeyType                            AwsKeyType            `json:"aws_key_type,omitempty"`
+	AwsApiType                            AwsApiType            `json:"aws_api_type,omitempty"`
 	UpstreamModelUpdateCheckEnabled       bool                  `json:"upstream_model_update_check_enabled,omitempty"`        // 是否检测上游模型更新
 	UpstreamModelUpdateAutoSyncEnabled    bool                  `json:"upstream_model_update_auto_sync_enabled,omitempty"`    // 是否自动同步上游模型更新
 	UpstreamModelUpdateLastCheckTime      int64                 `json:"upstream_model_update_last_check_time,omitempty"`      // 上次检测时间
@@ -134,6 +181,10 @@ const (
 	advancedCustomConverterOpenAIResponsesToGemini     = "openai_responses_to_gemini_generate_content"
 	advancedCustomConverterGeminiContentToOpenAIChat   = "gemini_generate_content_to_openai_chat_completions"
 	advancedCustomConverterOpenAIChatToGeminiContent   = "openai_chat_completions_to_gemini_generate_content"
+	// Same values as relayconvert.ConverterClaudeMessagesToOpenAIResponses and
+	// relayconvert.ConverterGeminiContentToOpenAIResponses.
+	advancedCustomConverterClaudeMessagesToOpenAIResponses = "claude_messages_to_openai_responses"
+	advancedCustomConverterGeminiContentToOpenAIResponses  = "gemini_generate_content_to_openai_responses"
 )
 
 const (
@@ -181,6 +232,8 @@ const (
 	advancedCustomEndpointPathOpenAIResponses        = "/v1/responses"
 	advancedCustomEndpointPathOpenAIResponsesCompact = "/v1/responses/compact"
 	advancedCustomEndpointPathOpenAIAlphaSearch      = "/v1/alpha/search"
+	advancedCustomEndpointPathDeepSeekToolsSearch    = "/v1/tools/search"
+	advancedCustomEndpointPathDeepSeekToolsFetch     = "/v1/tools/fetch"
 	advancedCustomEndpointPathClaudeMessages         = "/v1/messages"
 	advancedCustomEndpointPathJinaRerank             = "/v1/rerank"
 	advancedCustomEndpointPathImageGeneration        = "/v1/images/generations"
@@ -306,6 +359,10 @@ func advancedCustomEndpointTypeFromIncomingPath(incomingPath string) (types.Endp
 		return types.EndpointTypeOpenAIResponseCompact, true
 	case advancedCustomEndpointPathOpenAIAlphaSearch:
 		return types.EndpointTypeOpenAIAlphaSearch, true
+	case advancedCustomEndpointPathDeepSeekToolsSearch:
+		return types.EndpointTypeDeepSeekToolsSearch, true
+	case advancedCustomEndpointPathDeepSeekToolsFetch:
+		return types.EndpointTypeDeepSeekToolsFetch, true
 	case advancedCustomEndpointPathClaudeMessages:
 		return types.EndpointTypeAnthropic, true
 	case advancedCustomEndpointPathJinaRerank:
@@ -411,7 +468,9 @@ func IsAdvancedCustomConverterAllowed(converter string) bool {
 		advancedCustomConverterOpenAIResponsesToOpenAIChat,
 		advancedCustomConverterOpenAIResponsesToGemini,
 		advancedCustomConverterGeminiContentToOpenAIChat,
-		advancedCustomConverterOpenAIChatToGeminiContent:
+		advancedCustomConverterOpenAIChatToGeminiContent,
+		advancedCustomConverterClaudeMessagesToOpenAIResponses,
+		advancedCustomConverterGeminiContentToOpenAIResponses:
 		return true
 	default:
 		return false
@@ -606,7 +665,8 @@ func validateAdvancedCustomConverterPath(index int, incomingPath string, convert
 	switch converter {
 	case advancedCustomConverterNone:
 		return nil
-	case advancedCustomConverterClaudeMessagesToOpenAIChat:
+	case advancedCustomConverterClaudeMessagesToOpenAIChat,
+		advancedCustomConverterClaudeMessagesToOpenAIResponses:
 		if incomingPath == "/v1/messages" {
 			return nil
 		}
@@ -624,7 +684,8 @@ func validateAdvancedCustomConverterPath(index int, incomingPath string, convert
 		if incomingPath == "/v1/responses" {
 			return nil
 		}
-	case advancedCustomConverterGeminiContentToOpenAIChat:
+	case advancedCustomConverterGeminiContentToOpenAIChat,
+		advancedCustomConverterGeminiContentToOpenAIResponses:
 		if strings.Contains(incomingPath, ":generateContent") || strings.Contains(incomingPath, ":streamGenerateContent") {
 			return nil
 		}
diff --git a/relaykit/dto/channel_settings_test.go b/relaykit/dto/channel_settings_test.go
index 3690cb5..f3ebfe3 100644
--- a/relaykit/dto/channel_settings_test.go
+++ b/relaykit/dto/channel_settings_test.go
@@ -676,20 +676,24 @@ func TestChannelSettingsHTTPTransportJSONRoundTrip(t *testing.T) {
 	require.NoError(t, err)
 	assert.NotContains(t, string(encoded), "http_protocol")
 	assert.NotContains(t, string(encoded), "http2_connection_shards")
+	assert.NotContains(t, string(encoded), "tls_insecure_skip_verify")
 
 	explicit := ChannelSettings{
 		Proxy:                 "socks5://127.0.0.1:1080",
 		HTTPProtocol:          HTTPProtocolHTTP1,
 		HTTP2ConnectionShards: 1,
+		TLSInsecureSkipVerify: true,
 	}
 	encoded, err = json.Marshal(explicit)
 	require.NoError(t, err)
 	assert.Contains(t, string(encoded), `"http_protocol":"http1"`)
+	assert.Contains(t, string(encoded), `"tls_insecure_skip_verify":true`)
 
 	var decoded ChannelSettings
 	require.NoError(t, json.Unmarshal(encoded, &decoded))
 	assert.Equal(t, explicit.HTTPProtocol, decoded.HTTPProtocol)
 	assert.Equal(t, 1, decoded.HTTP2ConnectionShards)
+	assert.True(t, decoded.TLSInsecureSkipVerify)
 
 	sharded := ChannelSettings{HTTP2ConnectionShards: 4}
 	encoded, err = json.Marshal(sharded)
diff --git a/relaykit/dto/claude.go b/relaykit/dto/claude.go
index 5cb8b63..38ee517 100644
--- a/relaykit/dto/claude.go
+++ b/relaykit/dto/claude.go
@@ -3,6 +3,7 @@ package dto
 import (
 	"encoding/json"
 	"fmt"
+	"maps"
 	"net/http"
 	"strings"
 
@@ -135,6 +136,9 @@ type ClaudeMessageSource struct {
 type ClaudeMessage struct {
 	Role    string `json:"role"`
 	Content any    `json:"content"`
+	// OutputConfig carries per-message effort (beta): an effort-only system
+	// message has empty content and the new level in output_config.effort.
+	OutputConfig json.RawMessage `json:"output_config,omitempty"`
 }
 
 func (c *ClaudeMessage) IsStringContent() bool {
@@ -238,6 +242,7 @@ type ClaudeRequest struct {
 	TopK              *int            `json:"top_k,omitempty"`
 	Stream            *bool           `json:"stream,omitempty"`
 	Tools             any             `json:"tools,omitempty"`
+	Safeguards        json.RawMessage `json:"safeguards,omitempty"`
 	ContextManagement json.RawMessage `json:"context_management,omitempty"`
 	OutputConfig      json.RawMessage `json:"output_config,omitempty"`
 	OutputFormat      json.RawMessage `json:"output_format,omitempty"`
@@ -332,9 +337,25 @@ func (c *ClaudeRequest) GetTokenCountMeta() *types.TokenCountMeta {
 					texts = append(texts, string(b))
 				}
 			case "tool_result":
-				if media.Content != nil {
-					b, _ := kitutil.Marshal(media.Content)
-					texts = append(texts, string(b))
+				// Count tool output as the text the model reads; JSON-encoding it
+				// would escape newlines and quotes and count image base64 as text.
+				if media.IsStringContent() {
+					texts = append(texts, media.GetStringContent())
+					break
+				}
+				for _, part := range media.ParseMediaContent() {
+					if source := part.ToFileSource(); source != nil {
+						fileType := types.FileTypeFile
+						if part.Type == "image" {
+							fileType = types.FileTypeImage
+						}
+						fileMeta = append(fileMeta, &types.FileMeta{FileType: fileType, Source: source})
+					} else if part.Type == "text" {
+						texts = append(texts, part.GetText())
+					} else {
+						b, _ := kitutil.Marshal(part)
+						texts = append(texts, string(b))
+					}
 				}
 			}
 		}
@@ -391,18 +412,6 @@ func (c *ClaudeRequest) SetModelName(modelName string) {
 	}
 }
 
-func (c *ClaudeRequest) SearchToolNameByToolCallId(toolCallId string) string {
-	for _, message := range c.Messages {
-		content, _ := message.ParseContent()
-		for _, mediaMessage := range content {
-			if mediaMessage.Id == toolCallId {
-				return mediaMessage.Name
-			}
-		}
-	}
-	return ""
-}
-
 // AddTool 添加工具到请求中
 func (c *ClaudeRequest) AddTool(tool any) {
 	if c.Tools == nil {
@@ -456,6 +465,18 @@ func ProcessTools(tools []any) ([]*Tool, []*ClaudeWebSearchTool) {
 			normalTools = append(normalTools, &t)
 		case ClaudeWebSearchTool:
 			webSearchTools = append(webSearchTools, &t)
+		case map[string]any:
+			// Tools decoded from client JSON arrive as maps.
+			toolType, _ := t["type"].(string)
+			if strings.HasPrefix(toolType, "web_search") {
+				if webSearchTool, err := kitutil.Any2Type[ClaudeWebSearchTool](t); err == nil {
+					webSearchTools = append(webSearchTools, &webSearchTool)
+				}
+				continue
+			}
+			if normalTool, err := kitutil.Any2Type[Tool](t); err == nil {
+				normalTools = append(normalTools, &normalTool)
+			}
 		default:
 			// 未知类型，跳过
 			continue
@@ -473,6 +494,50 @@ type Thinking struct {
 	// the visible summary that was default on Opus 4.6; "omitted" (default on
 	// 4.7) suppresses it. Pass-through field from upstream Anthropic API.
 	Display string `json:"display,omitempty"`
+	// BlockBinding carries the client's preserved-thinking controls, such as
+	// {"prefix_mismatch_behavior":"drop_block"} (beta
+	// thinking-binding-controls-2026-08-01). It is forwarded verbatim and
+	// never added by the gateway.
+	BlockBinding json.RawMessage `json:"block_binding,omitempty"`
+
+	// Extra keeps thinking fields this struct does not model yet, so a native
+	// Claude request forwards them instead of silently dropping them. It is
+	// exported so common.DeepCopy copies it; MarshalJSON writes it back.
+	Extra map[string]json.RawMessage `json:"-"`
+}
+
+func (c *Thinking) UnmarshalJSON(data []byte) error {
+	type thinkingFields Thinking
+	var fields thinkingFields
+	if err := kitutil.Unmarshal(data, &fields); err != nil {
+		return err
+	}
+	var all map[string]json.RawMessage
+	if err := kitutil.Unmarshal(data, &all); err != nil {
+		return err
+	}
+	for _, known := range []string{"type", "budget_tokens", "display", "block_binding"} {
+		delete(all, known)
+	}
+	*c = Thinking(fields)
+	if len(all) > 0 {
+		c.Extra = all
+	}
+	return nil
+}
+
+func (c Thinking) MarshalJSON() ([]byte, error) {
+	type thinkingFields Thinking
+	data, err := kitutil.Marshal(thinkingFields(c))
+	if err != nil || len(c.Extra) == 0 {
+		return data, err
+	}
+	merged := make(map[string]json.RawMessage, len(c.Extra)+4)
+	maps.Copy(merged, c.Extra)
+	if err := kitutil.Unmarshal(data, &merged); err != nil {
+		return nil, err
+	}
+	return kitutil.Marshal(merged)
 }
 
 func (c *Thinking) GetBudgetTokens() int {
diff --git a/relaykit/dto/deepseek_tools_request.go b/relaykit/dto/deepseek_tools_request.go
new file mode 100644
index 0000000..3a1a22e
--- /dev/null
+++ b/relaykit/dto/deepseek_tools_request.go
@@ -0,0 +1,34 @@
+package dto
+
+import (
+	"encoding/json"
+	"net/http"
+
+	"github.com/QuantumNous/new-api/relaykit/types"
+)
+
+// DeepSeekToolsRequest is a DeepSeek Search or Fetch API request
+// (/v1/tools/search, /v1/tools/fetch). The body names no model; Model holds
+// the routing name. RawBody preserves the original JSON so the body is
+// forwarded with unknown fields intact.
+type DeepSeekToolsRequest struct {
+	Model   string          `json:"model,omitempty"`
+	RawBody json.RawMessage `json:"-"`
+}
+
+func (r *DeepSeekToolsRequest) GetTokenCountMeta() *types.TokenCountMeta {
+	return &types.TokenCountMeta{
+		CombineText: string(r.RawBody),
+		TokenType:   types.TokenTypeTokenizer,
+	}
+}
+
+func (r *DeepSeekToolsRequest) IsStream(_ *http.Request) bool {
+	return false
+}
+
+func (r *DeepSeekToolsRequest) SetModelName(modelName string) {
+	if modelName != "" {
+		r.Model = modelName
+	}
+}
diff --git a/relaykit/dto/gemini.go b/relaykit/dto/gemini.go
index 4997645..433c057 100644
--- a/relaykit/dto/gemini.go
+++ b/relaykit/dto/gemini.go
@@ -2,7 +2,9 @@ package dto
 
 import (
 	"encoding/json"
+	"maps"
 	"net/http"
+	"slices"
 	"strings"
 
 	kitutil "github.com/QuantumNous/new-api/relaykit/relayconvert/kitutil"
@@ -74,13 +76,47 @@ func (r *GeminiChatRequest) GetTokenCountMeta() *types.TokenCountMeta {
 	}
 
 	var inputTexts []string
+	if r.SystemInstructions != nil {
+		for _, part := range r.SystemInstructions.Parts {
+			if part.Text != "" {
+				inputTexts = append(inputTexts, part.Text)
+			}
+		}
+	}
 	for _, content := range r.Contents {
 		for _, part := range content.Parts {
 			if part.Text != "" {
 				inputTexts = append(inputTexts, part.Text)
 			}
-			if source := part.InlineData.ToFileSource(); source != nil {
-				mimeType := part.InlineData.MimeType
+			// Function calls and responses replayed in agent loops are part of the prompt.
+			if part.FunctionCall != nil {
+				args, _ := kitutil.Marshal(part.FunctionCall.Arguments)
+				inputTexts = append(inputTexts, part.FunctionCall.FunctionName, string(args))
+			}
+			mediaParts := []GeminiPart{part}
+			if part.FunctionResponse != nil {
+				inputTexts = append(inputTexts, part.FunctionResponse.Name)
+				// Count tool output as the text the model reads, not JSON-escaped.
+				for _, key := range slices.Sorted(maps.Keys(part.FunctionResponse.Response)) {
+					if text, ok := part.FunctionResponse.Response[key].(string); ok {
+						inputTexts = append(inputTexts, text)
+						continue
+					}
+					value, _ := kitutil.Marshal(part.FunctionResponse.Response[key])
+					inputTexts = append(inputTexts, string(value))
+				}
+				// Multimodal function responses carry media such as agent screenshots.
+				var responseParts []GeminiPart
+				if kitutil.Unmarshal(part.FunctionResponse.Parts, &responseParts) == nil {
+					mediaParts = append(mediaParts, responseParts...)
+				}
+			}
+			for _, media := range mediaParts {
+				source := media.InlineData.ToFileSource()
+				if source == nil {
+					continue
+				}
+				mimeType := media.InlineData.MimeType
 				var fileType types.FileType
 				if strings.HasPrefix(mimeType, "image/") {
 					fileType = types.FileTypeImage
@@ -91,13 +127,26 @@ func (r *GeminiChatRequest) GetTokenCountMeta() *types.TokenCountMeta {
 				} else {
 					fileType = types.FileTypeFile
 				}
+				// Image cost depends on the media resolution; a part's own level
+				// overrides the request-wide one.
+				detail := string(r.GenerationConfig.MediaResolution)
+				var partResolution struct {
+					Level string `json:"level"`
+				}
+				if kitutil.Unmarshal(media.MediaResolution, &partResolution) == nil && partResolution.Level != "" {
+					detail = partResolution.Level
+				}
 				files = append(files, &types.FileMeta{
 					FileType: fileType,
 					Source:   source,
+					Detail:   detail,
 				})
 			}
 		}
 	}
+	if len(r.Tools) > 0 {
+		inputTexts = append(inputTexts, string(r.Tools))
+	}
 
 	inputText := strings.Join(inputTexts, "\n")
 	return &types.TokenCountMeta{
@@ -467,6 +516,7 @@ type GeminiChatCandidate struct {
 
 type GeminiGroundingMetadata struct {
 	WebSearchQueries             []string        `json:"webSearchQueries,omitempty"`
+	ImageSearchQueries           []string        `json:"imageSearchQueries,omitempty"`
 	RetrievalQueries             []string        `json:"retrievalQueries,omitempty"`
 	GroundingChunks              json.RawMessage `json:"groundingChunks,omitempty"`
 	GroundingSupports            json.RawMessage `json:"groundingSupports,omitempty"`
diff --git a/relaykit/dto/openai_request.go b/relaykit/dto/openai_request.go
index 5a6571c..140a78d 100644
--- a/relaykit/dto/openai_request.go
+++ b/relaykit/dto/openai_request.go
@@ -93,6 +93,7 @@ type GeneralOpenAIRequest struct {
 	ThinkingBudget         json.RawMessage `json:"thinking_budget,omitempty"`
 	ChatTemplateKwargs     json.RawMessage `json:"chat_template_kwargs,omitempty"`
 	EnableSearch           json.RawMessage `json:"enable_search,omitempty"`
+	SearchOptions          json.RawMessage `json:"search_options,omitempty"`
 	// ollama Params
 	Think json.RawMessage `json:"think,omitempty"`
 	// baidu v2
@@ -251,6 +252,14 @@ func (r *GeneralOpenAIRequest) GetTokenCountMeta() *types.TokenCountMeta {
 				}
 			}
 		}
+		// Assistant tool calls replayed in agent loops are part of the prompt.
+		for _, toolCall := range message.ParseToolCalls() {
+			if len(toolCall.Custom) > 0 {
+				texts = append(texts, string(toolCall.Custom))
+				continue
+			}
+			texts = append(texts, toolCall.Function.Name, toolCall.Function.Arguments)
+		}
 	}
 
 	tools := r.Tools
@@ -259,12 +268,17 @@ func (r *GeneralOpenAIRequest) GetTokenCountMeta() *types.TokenCountMeta {
 	}
 	for _, tool := range tools {
 		tokenCountMeta.ToolsCount++
+		if len(tool.Custom) > 0 {
+			texts = append(texts, string(tool.Custom))
+			continue
+		}
 		texts = append(texts, tool.Function.Name)
 		if tool.Function.Description != "" {
 			texts = append(texts, tool.Function.Description)
 		}
 		if tool.Function.Parameters != nil {
-			texts = append(texts, fmt.Sprintf("%v", tool.Function.Parameters))
+			parameters, _ := kitutil.Marshal(tool.Function.Parameters)
+			texts = append(texts, string(parameters))
 		}
 	}
 	//toolTokens := CountTokenInput(countStr, request.Model)
@@ -329,7 +343,8 @@ func GetOpenAIChatCapabilities(modelName, reasoningEffort string) OpenAIChatCapa
 	}
 
 	isGPT5Model := IsOpenAIGPT5Model(modelName)
-	if !isGPT5Model && !isOpenAIModelSnapshot(modelName, "gpt-6-astra") {
+	isGPT6SolLuna := isOpenAIModelSnapshot(modelName, "gpt-6-sol") || isOpenAIModelSnapshot(modelName, "gpt-6-luna")
+	if !isGPT5Model && !isGPT6SolLuna && !isOpenAIModelSnapshot(modelName, "gpt-6-astra") {
 		return capabilities
 	}
 	capabilities.UseMaxCompletionTokens = true
@@ -337,12 +352,15 @@ func GetOpenAIChatCapabilities(modelName, reasoningEffort string) OpenAIChatCapa
 
 	// These standard GPT-5 models default to none and support sampling only
 	// without reasoning. Named variants (pro, codex, chat-latest, etc.) do not
-	// inherit this exception. GPT-6 Astra never supports these parameters.
+	// inherit this exception. GPT-6 Sol and Luna follow the same rule. GPT-6
+	// Astra never supports these parameters.
 	// https://developers.openai.com/api/docs/guides/latest-model?model=gpt-5.2
 	// https://developers.openai.com/api/docs/guides/latest-model?model=gpt-5.4
 	// https://developers.openai.com/api/docs/guides/latest-model?model=gpt-6-astra
+	// https://developers.openai.com/api/docs/guides/latest-model?model=gpt-6-luna
 	supportsSampling := false
-	if isGPT5Model && (reasoningEffort == "" || reasoningEffort == "none") {
+	if reasoningEffort == "" || reasoningEffort == "none" {
+		supportsSampling = isGPT6SolLuna
 		for _, model := range []string{"gpt-5.1", "gpt-5.2", "gpt-5.4"} {
 			if isOpenAIModelSnapshot(modelName, model) {
 				supportsSampling = true
@@ -390,6 +408,19 @@ type ToolCallRequest struct {
 	Type     string          `json:"type"`
 	Function FunctionRequest `json:"function"`
 	Custom   json.RawMessage `json:"custom,omitempty"`
+	// Native is a complete vendor tool object sent instead of the fields
+	// above. Function has no omitempty, so a non-function tool would
+	// otherwise carry "function":{"name":""}, which vendor schemas with
+	// additionalProperties:false reject. Never read from client JSON.
+	Native json.RawMessage `json:"-"`
+}
+
+func (t ToolCallRequest) MarshalJSON() ([]byte, error) {
+	if len(t.Native) > 0 {
+		return t.Native, nil
+	}
+	type Alias ToolCallRequest
+	return kitutil.Marshal((*Alias)(&t))
 }
 
 type FunctionRequest struct {
@@ -567,9 +598,11 @@ func (m *MediaContent) ToFileSource() types.FileSource {
 }
 
 type MessageImageUrl struct {
-	Url      string `json:"url"`
-	Detail   string `json:"detail,omitempty"`
-	MimeType string
+	Url    string `json:"url"`
+	Detail string `json:"detail,omitempty"`
+	// MimeType is in-memory metadata for converters and token counting; it is
+	// not part of the Chat image_url object.
+	MimeType string `json:"-"`
 }
 
 func (m *MessageImageUrl) IsRemoteImage() bool {
@@ -743,9 +776,9 @@ func (m *Message) ParseContent() []MediaContent {
 
 		case ContentTypeImageURL:
 			imageUrl := contentItem["image_url"]
-			temp := &MessageImageUrl{
-				Detail: "high",
-			}
+			// An omitted detail stays empty: upstream defaults it to auto, which
+			// costs more than high on gpt-5.5 and later.
+			temp := &MessageImageUrl{}
 			switch v := imageUrl.(type) {
 			case string:
 				temp.Url = v
@@ -1103,7 +1136,12 @@ func (r *OpenAIResponsesRequest) GetTokenCountMeta() *types.TokenCountMeta {
 	}
 
 	if len(r.Instructions) > 0 {
-		texts = append(texts, string(r.Instructions))
+		var instructions string
+		if kitutil.GetJsonType(r.Instructions) == "string" && kitutil.Unmarshal(r.Instructions, &instructions) == nil {
+			texts = append(texts, instructions)
+		} else {
+			texts = append(texts, string(r.Instructions))
+		}
 	}
 
 	if len(r.Metadata) > 0 {
@@ -1162,6 +1200,11 @@ type Input struct {
 	Type    string          `json:"type,omitempty"`
 	Role    string          `json:"role,omitempty"`
 	Content json.RawMessage `json:"content,omitempty"`
+	// Tool-call items replayed in agent loops.
+	Name      string          `json:"name,omitempty"`
+	Arguments json.RawMessage `json:"arguments,omitempty"`
+	ToolInput json.RawMessage `json:"input,omitempty"`
+	Output    json.RawMessage `json:"output,omitempty"`
 }
 
 type MediaInput struct {
@@ -1176,7 +1219,8 @@ type MediaInput struct {
 // Reference implementation mirrors Message.ParseContent:
 //   - input can be a string, treated as an input_text item
 //   - input can be an array of objects with a `type` field
-//     supported types: input_text, input_image, input_file
+//     supported types: input_text, output_text, input_image, input_file
+//   - tool-call items contribute their name, arguments or input, and output as input_text
 func (r *OpenAIResponsesRequest) ParseInput() []MediaInput {
 	if r.Input == nil {
 		return nil
@@ -1201,15 +1245,28 @@ func (r *OpenAIResponsesRequest) ParseInput() []MediaInput {
 		var inputs []Input
 		_ = kitutil.Unmarshal(r.Input, &inputs)
 		for _, input := range inputs {
-			if kitutil.GetJsonType(input.Content) == "string" {
+			content := input.Content
+			switch input.Type {
+			case "function_call":
+				content = input.Arguments
+			case "custom_tool_call":
+				content = input.ToolInput
+			case "function_call_output", "custom_tool_call_output", "local_shell_call_output":
+				content = input.Output
+			}
+			if input.Name != "" {
+				mediaInputs = append(mediaInputs, MediaInput{Type: "input_text", Text: input.Name})
+			}
+
+			if kitutil.GetJsonType(content) == "string" {
 				var str string
-				_ = kitutil.Unmarshal(input.Content, &str)
+				_ = kitutil.Unmarshal(content, &str)
 				mediaInputs = append(mediaInputs, MediaInput{Type: "input_text", Text: str})
 			}
 
-			if kitutil.GetJsonType(input.Content) == "array" {
+			if kitutil.GetJsonType(content) == "array" {
 				var array []any
-				_ = kitutil.Unmarshal(input.Content, &array)
+				_ = kitutil.Unmarshal(content, &array)
 				for _, itemAny := range array {
 					// Already parsed MediaContent
 					if media, ok := itemAny.(MediaInput); ok {
@@ -1228,7 +1285,7 @@ func (r *OpenAIResponsesRequest) ParseInput() []MediaInput {
 						continue
 					}
 					switch typeVal {
-					case "input_text":
+					case "input_text", "output_text":
 						text, _ := item["text"].(string)
 						mediaInputs = append(mediaInputs, MediaInput{Type: "input_text", Text: text})
 					case "input_image":
diff --git a/relaykit/dto/openai_response.go b/relaykit/dto/openai_response.go
index c18df43..9936166 100644
--- a/relaykit/dto/openai_response.go
+++ b/relaykit/dto/openai_response.go
@@ -374,7 +374,9 @@ type ResponsesOutput struct {
 	Result              string                          `json:"result,omitempty"`
 	CallId              string                          `json:"call_id,omitempty"`
 	Name                string                          `json:"name,omitempty"`
+	Namespace           string                          `json:"namespace,omitempty"`
 	Arguments           json.RawMessage                 `json:"arguments,omitempty"`
+	Input               json.RawMessage                 `json:"input,omitempty"`
 	Action              json.RawMessage                 `json:"action,omitempty"`
 	Queries             json.RawMessage                 `json:"queries,omitempty"`
 	Results             json.RawMessage                 `json:"results,omitempty"`
@@ -393,9 +395,24 @@ type ResponsesOutput struct {
 
 // MarshalJSON keeps hosted-tool variants within their protocol-specific
 // schemas. ResponsesOutput also represents messages, images, and function
-// calls, whose fields must not leak into web_search_call or mcp_call items.
+// calls, whose fields must not leak into web_search_call, mcp_call, or
+// custom_tool_call items.
 func (r ResponsesOutput) MarshalJSON() ([]byte, error) {
 	switch r.Type {
+	case "custom_tool_call":
+		input := r.Input
+		if len(input) == 0 {
+			input = json.RawMessage(`""`)
+		}
+		return kitutil.Marshal(struct {
+			Type      string          `json:"type"`
+			ID        string          `json:"id,omitempty"`
+			Status    string          `json:"status,omitempty"`
+			CallID    string          `json:"call_id"`
+			Name      string          `json:"name"`
+			Namespace string          `json:"namespace,omitempty"`
+			Input     json.RawMessage `json:"input"`
+		}{Type: r.Type, ID: r.ID, Status: r.Status, CallID: r.CallId, Name: r.Name, Namespace: r.Namespace, Input: input})
 	case "web_search_call":
 		return kitutil.Marshal(struct {
 			Type   string          `json:"type"`
@@ -425,6 +442,16 @@ func (r ResponsesOutput) MarshalJSON() ([]byte, error) {
 			Error:             r.ItemError,
 			ApprovalRequestID: r.ApprovalRequestID,
 		})
+	case "reasoning":
+		// summary is required on a reasoning item, even before any summary text exists.
+		type responsesOutputAlias ResponsesOutput
+		if len(r.Summary) > 0 {
+			return kitutil.Marshal(responsesOutputAlias(r))
+		}
+		return kitutil.Marshal(struct {
+			responsesOutputAlias
+			Summary []ResponsesReasoningSummaryPart `json:"summary"`
+		}{responsesOutputAlias(r), []ResponsesReasoningSummaryPart{}})
 	default:
 		type responsesOutputAlias ResponsesOutput
 		return kitutil.Marshal(responsesOutputAlias(r))
@@ -555,6 +582,7 @@ type ResponsesStreamResponse struct {
 	Param           string                   `json:"param,omitempty"`
 	Delta           string                   `json:"delta,omitempty"`
 	Arguments       *string                  `json:"arguments,omitempty"`
+	Input           *string                  `json:"input,omitempty"`
 	Name            string                   `json:"name,omitempty"`
 	Text            *string                  `json:"text,omitempty"`
 	Item            *ResponsesOutput         `json:"item,omitempty"`
@@ -564,6 +592,8 @@ type ResponsesStreamResponse struct {
 	Obfuscation     string                   `json:"obfuscation,omitempty"`
 	// - response.function_call_arguments.delta
 	// - response.function_call_arguments.done
+	// - response.custom_tool_call_input.delta
+	// - response.custom_tool_call_input.done
 	OutputIndex  *int                           `json:"output_index,omitempty"`
 	ContentIndex *int                           `json:"content_index,omitempty"`
 	SummaryIndex *int                           `json:"summary_index,omitempty"`
diff --git a/relaykit/dto/token_count_meta_test.go b/relaykit/dto/token_count_meta_test.go
new file mode 100644
index 0000000..4aca6a0
--- /dev/null
+++ b/relaykit/dto/token_count_meta_test.go
@@ -0,0 +1,100 @@
+package dto
+
+import (
+	"testing"
+
+	kitutil "github.com/QuantumNous/new-api/relaykit/relayconvert/kitutil"
+	"github.com/QuantumNous/new-api/relaykit/types"
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/require"
+)
+
+// Agent loops replay tool definitions, tool calls, and tool output on every
+// turn; the prompt estimate must see all of them as the model reads them.
+func TestTokenCountMetaCountsAgentLoopContent(t *testing.T) {
+	const toolOutput = "package main\n\nfunc main() {\n\tprintln(\"hi\")\n}"
+	const imageData = "iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAADUlEQVR42mNkYPhfDwAChwGA60e6kgAAAABJRU5ErkJggg=="
+
+	for _, tc := range []struct {
+		name      string
+		raw       string
+		request   interface{ GetTokenCountMeta() *types.TokenCountMeta }
+		contains  []string
+		files     int
+		detail    string
+		toolCount int
+	}{
+		{
+			name: "chat",
+			raw: `{"model":"m","messages":[
+				{"role":"user","content":[{"type":"text","text":"show main.go"},{"type":"image_url","image_url":{"url":"data:image/png;base64,` + imageData + `"}}]},
+				{"role":"assistant","content":null,"tool_calls":[{"id":"c1","type":"function","function":{"name":"read_file","arguments":"{\"path\":\"main.go\"}"}}]},
+				{"role":"tool","tool_call_id":"c1","content":"package main\n\nfunc main() {\n\tprintln(\"hi\")\n}"}],
+				"tools":[{"type":"function","function":{"name":"read_file","description":"Read a file","parameters":{"type":"object","properties":{"path":{"type":"string"}}}}}]}`,
+			request:  &GeneralOpenAIRequest{},
+			contains: []string{"read_file", `{"path":"main.go"}`, toolOutput, "Read a file", `"properties":{"path":{"type":"string"}}`},
+			// An omitted detail stays empty so the estimate uses the upstream default (auto).
+			files:     1,
+			toolCount: 1,
+		},
+		{
+			name: "responses",
+			raw: `{"model":"m","instructions":"Be brief.\nUse tools.","input":[
+				{"type":"message","role":"user","content":[{"type":"input_text","text":"show main.go"}]},
+				{"type":"message","role":"assistant","content":[{"type":"output_text","text":"Reading it now."}]},
+				{"type":"function_call","call_id":"c1","name":"read_file","arguments":"{\"path\":\"main.go\"}"},
+				{"type":"function_call_output","call_id":"c1","output":"package main\n\nfunc main() {\n\tprintln(\"hi\")\n}"},
+				{"type":"custom_tool_call","call_id":"c2","name":"apply_patch","input":"*** Begin Patch"},
+				{"type":"custom_tool_call_output","call_id":"c2","output":[{"type":"input_text","text":"Done!"}]}]}`,
+			request:  &OpenAIResponsesRequest{},
+			contains: []string{"Be brief.\nUse tools.", "Reading it now.", "read_file", `{"path":"main.go"}`, toolOutput, "apply_patch", "*** Begin Patch", "Done!"},
+		},
+		{
+			name: "claude",
+			raw: `{"model":"m","max_tokens":1,"messages":[
+				{"role":"user","content":"show main.go"},
+				{"role":"assistant","content":[{"type":"tool_use","id":"c1","name":"read_file","input":{"path":"main.go"}}]},
+				{"role":"user","content":[
+					{"type":"tool_result","tool_use_id":"c1","content":"package main\n\nfunc main() {\n\tprintln(\"hi\")\n}"},
+					{"type":"tool_result","tool_use_id":"c2","content":[{"type":"text","text":"screenshot taken"},{"type":"image","source":{"type":"base64","media_type":"image/png","data":"` + imageData + `"}}]}]}],
+				"tools":[{"name":"read_file","description":"Read a file","input_schema":{"type":"object","properties":{"path":{"type":"string"}}}}]}`,
+			request:   &ClaudeRequest{},
+			contains:  []string{"read_file", `{"path":"main.go"}`, toolOutput, "screenshot taken", "Read a file", `"properties":{"path":{"type":"string"}}`},
+			files:     1,
+			toolCount: 1,
+		},
+		{
+			name: "gemini",
+			raw: `{"systemInstruction":{"parts":[{"text":"Be brief."}]},"contents":[
+				{"role":"user","parts":[{"text":"show main.go"}]},
+				{"role":"model","parts":[{"functionCall":{"name":"read_file","args":{"path":"main.go"}}}]},
+				{"role":"user","parts":[{"functionResponse":{"name":"read_file","response":{"output":"package main\n\nfunc main() {\n\tprintln(\"hi\")\n}","exit_code":0}}}]},
+				{"role":"user","parts":[{"functionResponse":{"name":"screenshot","response":{},"parts":[{"inlineData":{"mimeType":"image/png","data":"` + imageData + `"}}]}}]}],
+				"generationConfig":{"mediaResolution":"MEDIA_RESOLUTION_LOW"},
+				"tools":[{"functionDeclarations":[{"name":"read_file","description":"Read a file"}]}]}`,
+			request:  &GeminiChatRequest{},
+			contains: []string{"Be brief.", "read_file", `{"path":"main.go"}`, toolOutput, "Read a file"},
+			files:    1,
+			detail:   "MEDIA_RESOLUTION_LOW",
+		},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			require.NoError(t, kitutil.Unmarshal([]byte(tc.raw), tc.request))
+			meta := tc.request.GetTokenCountMeta()
+			for _, want := range tc.contains {
+				assert.Contains(t, meta.CombineText, want)
+			}
+			// Tool output and instructions are counted as raw text, not JSON-escaped,
+			// and images stay out of the text.
+			assert.NotContains(t, meta.CombineText, `\n`)
+			assert.NotContains(t, meta.CombineText, "map[")
+			assert.NotContains(t, meta.CombineText, imageData)
+			require.Len(t, meta.Files, tc.files)
+			for _, file := range meta.Files {
+				assert.Equal(t, types.FileTypeImage, file.FileType)
+				assert.Equal(t, tc.detail, file.Detail)
+			}
+			assert.Equal(t, tc.toolCount, meta.ToolsCount)
+		})
+	}
+}
diff --git a/relaykit/dto/usage_merge.go b/relaykit/dto/usage_merge.go
index d2974d8..499b001 100644
--- a/relaykit/dto/usage_merge.go
+++ b/relaykit/dto/usage_merge.go
@@ -264,23 +264,28 @@ func normalizeGeminiModality(modality string) string {
 	return strings.ToUpper(strings.TrimSpace(modality))
 }
 
+// mergeGeminiTokenDetails overlays per-modality counts the same way as the
+// scalar counts: every stream frame carries a cumulative snapshot, so a
+// modality the incoming frame reports replaces all earlier entries for it,
+// and a modality it omits keeps its earlier value. Duplicate entries inside
+// one snapshot are kept as-is; settlement sums them.
 func mergeGeminiTokenDetails(current []GeminiPromptTokensDetails, incoming []GeminiPromptTokensDetails) []GeminiPromptTokensDetails {
-	merged := append([]GeminiPromptTokensDetails{}, current...)
-	indexes := make(map[string]int, len(merged))
-	for index, detail := range merged {
-		indexes[normalizeGeminiModality(detail.Modality)] = index
+	reported := make(map[string]bool, len(incoming))
+	for _, detail := range incoming {
+		if detail.TokenCount > 0 {
+			reported[normalizeGeminiModality(detail.Modality)] = true
+		}
+	}
+	merged := make([]GeminiPromptTokensDetails, 0, len(current)+len(incoming))
+	for _, detail := range current {
+		if !reported[normalizeGeminiModality(detail.Modality)] {
+			merged = append(merged, detail)
+		}
 	}
 	for _, detail := range incoming {
-		if detail.TokenCount <= 0 {
-			continue
+		if detail.TokenCount > 0 {
+			merged = append(merged, detail)
 		}
-		key := normalizeGeminiModality(detail.Modality)
-		if index, ok := indexes[key]; ok {
-			merged[index].TokenCount += detail.TokenCount
-			continue
-		}
-		indexes[key] = len(merged)
-		merged = append(merged, detail)
 	}
 	return merged
 }
diff --git a/relaykit/dto/usage_merge_test.go b/relaykit/dto/usage_merge_test.go
index 738a4bc..2bd0fef 100644
--- a/relaykit/dto/usage_merge_test.go
+++ b/relaykit/dto/usage_merge_test.go
@@ -72,37 +72,95 @@ func TestGeminiModalityKeysSettleConsistentlyAndDuplicateEntriesSum(t *testing.T
 		})
 	}
 
+	// A case variant in a later cumulative frame is the same modality and
+	// replaces the earlier value.
 	mergedDetails := mergeGeminiTokenDetails(
 		[]GeminiPromptTokensDetails{{Modality: "AUDIO", TokenCount: 10}},
 		[]GeminiPromptTokensDetails{{Modality: "audio", TokenCount: 15}},
 	)
-	require.Len(t, mergedDetails, 1)
-	assert.Equal(t, 25, mergedDetails[0].TokenCount)
+	assert.Equal(t, []GeminiPromptTokensDetails{{Modality: "audio", TokenCount: 15}}, mergedDetails)
 
-	streamMerged := MergeGeminiUsageMetadataNonZero(
-		&GeminiUsageMetadata{
-			PromptTokenCount:    10,
-			PromptTokensDetails: []GeminiPromptTokensDetails{{Modality: "AUDIO", TokenCount: 10}},
-		},
-		&GeminiUsageMetadata{
-			PromptTokenCount:    25,
-			PromptTokensDetails: []GeminiPromptTokensDetails{{Modality: "audio", TokenCount: 15}},
-		},
-	)
-	require.NotNil(t, streamMerged)
-	streamUsage, ok := NewGeminiChatBillingUsage(streamMerged).CanonicalUsage()
-	require.True(t, ok)
-
-	decodedUsage, ok := NewGeminiChatBillingUsage(&GeminiUsageMetadata{
+	// Duplicate entries inside one snapshot settle as their sum, and merging
+	// that snapshot again (every frame repeats it) does not add it twice.
+	snapshot := &GeminiUsageMetadata{
 		PromptTokenCount: 25,
 		PromptTokensDetails: []GeminiPromptTokensDetails{
 			{Modality: "AUDIO", TokenCount: 10},
 			{Modality: "audio", TokenCount: 15},
 		},
-	}).CanonicalUsage()
+	}
+	streamMerged := MergeGeminiUsageMetadataNonZero(MergeGeminiUsageMetadataNonZero(nil, snapshot), snapshot)
+	require.NotNil(t, streamMerged)
+	streamUsage, ok := NewGeminiChatBillingUsage(streamMerged).CanonicalUsage()
+	require.True(t, ok)
+
+	decodedUsage, ok := NewGeminiChatBillingUsage(snapshot).CanonicalUsage()
 	require.True(t, ok)
-	assert.Equal(t, decodedUsage.PromptTokensDetails.AudioTokens, streamUsage.PromptTokensDetails.AudioTokens)
 	assert.Equal(t, 25, decodedUsage.PromptTokensDetails.AudioTokens)
+	assert.Equal(t, 25, streamUsage.PromptTokensDetails.AudioTokens)
+}
+
+func TestMergeGeminiUsageMetadataStreamDetailsAreCumulativeSnapshots(t *testing.T) {
+	t.Parallel()
+
+	prompt := []GeminiPromptTokensDetails{
+		{Modality: "IMAGE", TokenCount: 1089},
+		{Modality: "TEXT", TokenCount: 42},
+	}
+	frames := []*GeminiUsageMetadata{
+		{PromptTokenCount: 1131, TotalTokenCount: 1131, PromptTokensDetails: prompt},
+		{
+			PromptTokenCount:           1131,
+			ToolUsePromptTokenCount:    7,
+			CandidatesTokenCount:       5,
+			TotalTokenCount:            1143,
+			PromptTokensDetails:        prompt,
+			ToolUsePromptTokensDetails: []GeminiPromptTokensDetails{{Modality: "TEXT", TokenCount: 7}},
+			CandidatesTokensDetails:    []GeminiPromptTokensDetails{{Modality: "TEXT", TokenCount: 5}},
+		},
+		{
+			PromptTokenCount:           1131,
+			ToolUsePromptTokenCount:    7,
+			CandidatesTokenCount:       1310,
+			ThoughtsTokenCount:         76,
+			TotalTokenCount:            2524,
+			PromptTokensDetails:        prompt,
+			ToolUsePromptTokensDetails: []GeminiPromptTokensDetails{{Modality: "TEXT", TokenCount: 7}},
+			CandidatesTokensDetails: []GeminiPromptTokensDetails{
+				{Modality: "TEXT", TokenCount: 20},
+				{Modality: "IMAGE", TokenCount: 1290},
+			},
+		},
+		// A trailing frame without details keeps the last reported ones.
+		{PromptTokenCount: 1131, CandidatesTokenCount: 1310, ThoughtsTokenCount: 76, TotalTokenCount: 2524},
+	}
+	var merged *GeminiUsageMetadata
+	for _, frame := range frames {
+		merged = MergeGeminiUsageMetadataNonZero(merged, frame)
+	}
+	require.NotNil(t, merged)
+	assert.Equal(t, prompt, merged.PromptTokensDetails)
+	assert.Equal(t, []GeminiPromptTokensDetails{{Modality: "TEXT", TokenCount: 7}}, merged.ToolUsePromptTokensDetails)
+	assert.Equal(t, []GeminiPromptTokensDetails{
+		{Modality: "TEXT", TokenCount: 20},
+		{Modality: "IMAGE", TokenCount: 1290},
+	}, merged.CandidatesTokensDetails)
+
+	streamUsage, ok := NewGeminiChatBillingUsage(merged).CanonicalUsage()
+	require.True(t, ok)
+	nonStreamUsage, ok := NewGeminiChatBillingUsage(frames[2]).CanonicalUsage()
+	require.True(t, ok)
+	assert.Equal(t, nonStreamUsage, streamUsage)
+	assert.Equal(t, 1089, streamUsage.PromptTokensDetails.ImageTokens)
+	assert.Equal(t, 1290, streamUsage.CompletionTokenDetails.ImageTokens)
+
+	// Converted streams remember the same cumulative sidecar at several
+	// pipeline steps; repeated merges must not change the result.
+	sidecar := NewGeminiChatBillingUsage(merged)
+	again := MergeBillingUsageNonZero(MergeBillingUsageNonZero(sidecar, sidecar), sidecar)
+	repeatedUsage, ok := again.CanonicalUsage()
+	require.True(t, ok)
+	assert.Equal(t, nonStreamUsage, repeatedUsage)
 }
 
 func TestClaudeCacheCreationSubObjectZeroDoesNotReviveFlatLegacyFields(t *testing.T) {
@@ -172,8 +230,8 @@ func TestMergeClaudeUsageNonZeroPreservesBillingUsage(t *testing.T) {
 	t.Parallel()
 
 	currentSidecar := NewGeminiChatBillingUsage(&GeminiUsageMetadata{
-		PromptTokenCount:    3868,
-		TotalTokenCount:     3868,
+		PromptTokenCount:        3868,
+		TotalTokenCount:         3868,
 		CachedContentTokenCount: 20,
 	})
 	incomingSidecar := NewGeminiChatBillingUsage(&GeminiUsageMetadata{
diff --git a/relaykit/dto/user_settings.go b/relaykit/dto/user_settings.go
index a599936..bf44c14 100644
--- a/relaykit/dto/user_settings.go
+++ b/relaykit/dto/user_settings.go
@@ -3,6 +3,7 @@ package dto
 type UserSetting struct {
 	NotifyType                       string  `json:"notify_type,omitempty"`                          // QuotaWarningType 额度预警类型
 	QuotaWarningThreshold            float64 `json:"quota_warning_threshold,omitempty"`              // QuotaWarningThreshold 额度预警阈值
+	QuotaWarningEnabled              *bool   `json:"quota_warning_enabled,omitempty"`                // 是否接收余额不足提醒，未设置时接收
 	WebhookUrl                       string  `json:"webhook_url,omitempty"`                          // WebhookUrl webhook地址
 	WebhookSecret                    string  `json:"webhook_secret,omitempty"`                       // WebhookSecret webhook密钥
 	NotificationEmail                string  `json:"notification_email,omitempty"`                   // NotificationEmail 通知邮箱地址
@@ -11,6 +12,7 @@ type UserSetting struct {
 	GotifyToken                      string  `json:"gotify_token,omitempty"`                         // GotifyToken Gotify应用令牌
 	GotifyPriority                   int     `json:"gotify_priority"`                                // GotifyPriority Gotify消息优先级
 	UpstreamModelUpdateNotifyEnabled bool    `json:"upstream_model_update_notify_enabled,omitempty"` // 是否接收上游模型更新定时检测通知（仅管理员）
+	ChannelNotifyEnabled             *bool   `json:"channel_notify_enabled,omitempty"`               // 是否接收渠道通知（仅管理员），未设置时 root 接收、其他管理员不接收
 	AcceptUnsetRatioModel            bool    `json:"accept_unset_model_ratio_model,omitempty"`       // AcceptUnsetRatioModel 是否接受未设置价格的模型
 	RecordIpLog                      bool    `json:"record_ip_log,omitempty"`                        // 是否记录请求和错误日志IP
 	SidebarModules                   string  `json:"sidebar_modules,omitempty"`                      // SidebarModules 左侧边栏模块配置
diff --git a/relaykit/relayconvert/convmeta/meta.go b/relaykit/relayconvert/convmeta/meta.go
index 2362e2b..365433c 100644
--- a/relaykit/relayconvert/convmeta/meta.go
+++ b/relaykit/relayconvert/convmeta/meta.go
@@ -5,6 +5,8 @@
 package convmeta
 
 import (
+	"strings"
+
 	"github.com/QuantumNous/new-api/relaykit/dto"
 	"github.com/QuantumNous/new-api/relaykit/types"
 )
@@ -40,6 +42,15 @@ type Meta interface {
 	// nil receiver may return a temporary initialized state.
 	EnsureClaudeConvertInfo() *ClaudeConvertInfo
 
+	// ResponsesToolState returns the Responses tool encoding recorded by the
+	// latest request conversion, or nil when none was recorded. Response
+	// converters read it to restore Responses-only tool call shapes.
+	ResponsesToolState() *ResponsesToolState
+	// SetResponsesToolState replaces that record; nil clears it. Request
+	// conversion calls it on every attempt so retries never inherit a record
+	// from another channel.
+	SetResponsesToolState(state *ResponsesToolState)
+
 	// GetSendResponseCount / IncrSendResponseCount expose the shared
 	// downstream-chunk counter (the host may also increment it).
 	GetSendResponseCount() int
@@ -80,6 +91,60 @@ type ClaudeStreamToolCall struct {
 	Started          bool
 }
 
+// ResponsesToolState records how Responses-only tool definitions were encoded
+// for the upstream protocol, so the matching response can be restored.
+type ResponsesToolState struct {
+	// CustomToolNames lists Responses custom (freeform) tools that were sent
+	// upstream as function tools taking one string "input" argument. Function
+	// calls with these names are custom tool calls.
+	CustomToolNames map[string]struct{}
+	// Namespaces maps an upstream function name to the Responses tool
+	// namespace it was flattened from; see NamespacedToolName.
+	Namespaces map[string]string
+}
+
+// CustomToolInputArgument is the single function argument that carries a
+// Responses custom tool input through an upstream function call.
+const CustomToolInputArgument = "input"
+
+// DefaultResponsesToolNamespace is the namespace Codex declares its ordinary
+// tools in. OpenAI returns calls to its tools by bare name without a
+// namespace field, so its tools keep their names upstream.
+const DefaultResponsesToolNamespace = "functions"
+
+// NamespacedToolName is the upstream function name of a tool declared in a
+// Responses tool namespace: "<namespace>__<name>", or the bare name for the
+// default namespace.
+func NamespacedToolName(namespace string, name string) string {
+	if namespace == "" || namespace == DefaultResponsesToolNamespace {
+		return name
+	}
+	return namespace + "__" + name
+}
+
+// IsCustomTool reports whether name was encoded from a Responses custom tool.
+func (s *ResponsesToolState) IsCustomTool(name string) bool {
+	if s == nil {
+		return false
+	}
+	_, ok := s.CustomToolNames[name]
+	return ok
+}
+
+// ResponsesToolName restores the Responses namespace and tool name of an
+// upstream function name. Names that were not flattened from a namespace
+// return an empty namespace and the name unchanged.
+func (s *ResponsesToolState) ResponsesToolName(upstreamName string) (string, string) {
+	if s == nil {
+		return "", upstreamName
+	}
+	namespace, ok := s.Namespaces[upstreamName]
+	if !ok {
+		return "", upstreamName
+	}
+	return namespace, strings.TrimPrefix(upstreamName, namespace+"__")
+}
+
 const (
 	LastMessageTypeNone     = "none"
 	LastMessageTypeText     = "text"
@@ -101,6 +166,7 @@ type Values struct {
 	EstimatePromptTokens int
 
 	ClaudeConvertInfo *ClaudeConvertInfo
+	ResponsesTools    *ResponsesToolState
 	SendResponseCount int
 	ConversionChain   []types.RelayFormat
 
@@ -182,6 +248,19 @@ func (v *Values) EnsureClaudeConvertInfo() *ClaudeConvertInfo {
 	return v.ClaudeConvertInfo
 }
 
+func (v *Values) ResponsesToolState() *ResponsesToolState {
+	if v == nil {
+		return nil
+	}
+	return v.ResponsesTools
+}
+
+func (v *Values) SetResponsesToolState(state *ResponsesToolState) {
+	if v != nil {
+		v.ResponsesTools = state
+	}
+}
+
 func (v *Values) GetSendResponseCount() int {
 	if v == nil {
 		return 0
@@ -240,6 +319,14 @@ func OptionsOf(m Meta) *Options {
 	return m.ConvOptions()
 }
 
+// ResponsesToolStateOf is a nil-safe reader for Meta.ResponsesToolState.
+func ResponsesToolStateOf(m Meta) *ResponsesToolState {
+	if m == nil {
+		return nil
+	}
+	return m.ResponsesToolState()
+}
+
 // ReasoningStateOf is a nil-safe reader for Meta.ReasoningState.
 func ReasoningStateOf(m Meta) *dto.ReasoningConversionState {
 	if m == nil {
diff --git a/relaykit/relayconvert/convmeta/options.go b/relaykit/relayconvert/convmeta/options.go
index efafb2e..7aa45e5 100644
--- a/relaykit/relayconvert/convmeta/options.go
+++ b/relaykit/relayconvert/convmeta/options.go
@@ -23,6 +23,12 @@ type Options struct {
 	// it from the channel type.
 	OpenRouterDialect bool
 
+	// WebSearch encodes hosted web search for the upstream dialect. Nil, or a
+	// nil result, keeps the default: web_search_options on Chat and the native
+	// hosted tool on Responses, Claude, and Gemini. The host sets it from the
+	// channel adaptor's Init.
+	WebSearch WebSearchEncoder
+
 	// PreserveThinkingSuffix reports models whose -thinking/-nothinking/effort
 	// suffix must be kept on the outgoing model name (host blacklist lookup).
 	// Nil means "never preserve".
@@ -34,9 +40,13 @@ type Options struct {
 }
 
 type ClaudeOptions struct {
-	// ThinkingAdapterEnabled controls whether suffix-derived reasoning intent
-	// is rendered onto Claude thinking / output_config. Suffix parsing itself
-	// is the host entry layer's job (standalone users call Parse* themselves).
+	// ThinkingAdapterEnabled is the host thinking-suffix adapter toggle. The
+	// host passes it to reasoning.ParseClaudeModelSuffix, so -thinking,
+	// -nothinking, -thinking-<budget>, and effort tails such as -high on
+	// claude-* names become reasoning intent only while it is on; when off the
+	// model name is sent verbatim. Explicit @ modifiers are unaffected. Suffix
+	// parsing itself is the host entry layer's job (standalone users call
+	// Parse* themselves).
 	ThinkingAdapterEnabled bool
 	// ThinkingAdapterBudgetTokensPercentage sizes thinking budget_tokens as a
 	// fraction of max_tokens when the adapter fires.
@@ -57,9 +67,12 @@ type ClaudeOptions struct {
 }
 
 type GeminiOptions struct {
-	// ThinkingAdapterEnabled controls whether suffix-derived reasoning intent
-	// is rendered onto Gemini thinkingConfig. Suffix parsing itself is the
-	// host entry layer's job (standalone users call Parse* themselves).
+	// ThinkingAdapterEnabled is the host thinking-suffix adapter toggle. The
+	// host and gemini_chat request conversion pass it to
+	// reasoning.ParseGeminiModelSuffix, so -thinking, -nothinking,
+	// -thinking-<budget>, and effort tails such as -high on gemini-* names
+	// become reasoning intent only while it is on; when off the model name is
+	// sent verbatim. Explicit @ modifiers are unaffected.
 	ThinkingAdapterEnabled bool
 	// ThinkingAdapterBudgetTokensPercentage sizes thinkingBudget as a fraction
 	// of maxOutputTokens when the adapter fires.
@@ -70,6 +83,12 @@ type GeminiOptions struct {
 	// SupportsImagine reports whether the model supports image generation
 	// (switches response modalities). Nil means "never".
 	SupportsImagine func(modelName string) bool
+	// SupportsJSONSchema reports whether the upstream accepts JSON Schema in
+	// parametersJsonSchema and responseJsonSchema for the model. A schema that
+	// Gemini's typed Schema cannot hold without loss is then sent there
+	// unchanged; otherwise it is cleaned to the typed Schema and the loss is
+	// reported as a diagnostic. Nil means "never".
+	SupportsJSONSchema func(modelName string) bool
 	// SafetySetting returns the harm threshold for a category. Nil or empty
 	// return means no safetySettings are attached.
 	SafetySetting func(category string) string
@@ -86,6 +105,10 @@ func (o *GeminiOptions) SupportsImagineModel(modelName string) bool {
 	return o != nil && o.SupportsImagine != nil && o.SupportsImagine(modelName)
 }
 
+func (o *GeminiOptions) SupportsJSONSchemaModel(modelName string) bool {
+	return o != nil && o.SupportsJSONSchema != nil && o.SupportsJSONSchema(modelName)
+}
+
 func (o *GeminiOptions) SafetySettingFor(category string) string {
 	if o == nil || o.SafetySetting == nil {
 		return ""
diff --git a/relaykit/relayconvert/convmeta/websearch.go b/relaykit/relayconvert/convmeta/websearch.go
new file mode 100644
index 0000000..45b4b63
--- /dev/null
+++ b/relaykit/relayconvert/convmeta/websearch.go
@@ -0,0 +1,95 @@
+package convmeta
+
+import (
+	"encoding/json"
+	"fmt"
+
+	"github.com/QuantumNous/new-api/relaykit/dto"
+	"github.com/QuantumNous/new-api/relaykit/types"
+)
+
+// WebSearch is the protocol-neutral hosted web-search specification decoded
+// from the source request.
+type WebSearch struct {
+	Location          *ApproximateLocation
+	AllowedDomains    []string
+	BlockedDomains    []string
+	SearchContextSize string
+	MaxUses           *int
+	AllowedCallers    []string
+	ResponseInclusion string
+	ExternalWebAccess *bool
+	ReturnTokenBudget json.RawMessage
+}
+
+type ApproximateLocation struct {
+	City     string
+	Region   string
+	Country  string
+	Timezone string
+}
+
+// WebSearchCall is one hosted web-search definition about to be encoded for
+// the target request. Exactly one of Chat, Responses, Claude, Gemini is set;
+// the encoder may write top-level fields of that request directly.
+type WebSearchCall struct {
+	Source types.RelayFormat
+	Target types.RelayFormat
+	// NativeType is the source tool type, for example web_search_preview,
+	// web_search_20250305, or googleSearch.
+	NativeType string
+	// Index is the position in the source tool list. Chat Completions
+	// carries one hosted web search, so a Chat encoder sees only the first
+	// definition; the other targets call the encoder once per definition.
+	Index int
+	// Forced reports that the source tool_choice named the web-search tool.
+	Forced bool
+	Spec   WebSearch
+
+	Chat      *dto.GeneralOpenAIRequest
+	Responses *dto.OpenAIResponsesRequest
+	Claude    *dto.ClaudeRequest
+	Gemini    *dto.GeminiChatRequest
+}
+
+// WebSearchEncoding is what an encoder produced for one WebSearchCall.
+type WebSearchEncoding struct {
+	// Tool is appended to the target tool list in the target protocol's own
+	// shape. A Chat target requires a dto.ToolCallRequest (any other type
+	// fails the conversion); the others take a JSON-marshalable value (usually
+	// map[string]any). Nil means the encoder wrote top-level request fields
+	// instead.
+	Tool any
+	// Omitted reports that no hosted search reaches the upstream. relaykit
+	// records hosted_web_search_omitted (error severity) so ToolLossPolicy
+	// can reject it, and appends no tool.
+	Omitted bool
+	// Diagnostics are merged into the conversion result. Error-severity
+	// diagnostics count as semantic loss: under the channel's "safe" or
+	// "strict" ToolLossPolicy they reject the request, so return
+	// ConversionDiagnosticError only when the search behavior the client
+	// asked for is actually lost, and ConversionDiagnosticWarning for tuning
+	// that does not change whether or what is searched.
+	Diagnostics []types.ConversionDiagnostic
+}
+
+// WebSearchEncoder encodes hosted web search for an upstream whose dialect
+// differs from the target protocol's default. A nil result keeps relaykit's
+// default encoding; an error fails the conversion and is reserved for
+// encodings that cannot be produced at all, never for ordinary loss.
+type WebSearchEncoder func(call WebSearchCall) (*WebSearchEncoding, error)
+
+// Path is the diagnostic path of the definition in the source tool list.
+func (c WebSearchCall) Path() string {
+	return fmt.Sprintf("tools[%d]", c.Index)
+}
+
+// SemanticLoss builds an error-severity diagnostic for this definition.
+func (c WebSearchCall) SemanticLoss(code, message string) types.ConversionDiagnostic {
+	return types.ConversionDiagnostic{Code: code, Path: c.Path(), Message: message, Severity: types.ConversionDiagnosticError}
+}
+
+// PresentationLoss builds a warning-severity diagnostic for this definition.
+func (c WebSearchCall) PresentationLoss(code, message string) types.ConversionDiagnostic {
+	return types.ConversionDiagnostic{Code: code, Path: c.Path(), Message: message, Severity: types.ConversionDiagnosticWarning}
+}
diff --git a/relaykit/relayconvert/internal/claude_messages/to_oai_chat_req.go b/relaykit/relayconvert/internal/claude_messages/to_oai_chat_req.go
index 4922516..cd100f6 100644
--- a/relaykit/relayconvert/internal/claude_messages/to_oai_chat_req.go
+++ b/relaykit/relayconvert/internal/claude_messages/to_oai_chat_req.go
@@ -7,8 +7,10 @@ import (
 
 	"github.com/QuantumNous/new-api/relaykit/dto"
 	"github.com/QuantumNous/new-api/relaykit/relayconvert/convmeta"
+	"github.com/QuantumNous/new-api/relaykit/relayconvert/internal/convdiag"
 	kitutil "github.com/QuantumNous/new-api/relaykit/relayconvert/kitutil"
 	"github.com/QuantumNous/new-api/relaykit/relayconvert/reasoning"
+	"github.com/QuantumNous/new-api/relaykit/types"
 )
 
 const (
@@ -154,7 +156,13 @@ func ClaudeMessagesRequestToOpenAIChat(ctx context.Context, claudeRequest dto.Cl
 		}
 	}
 
-	for _, claudeMessage := range claudeRequest.Messages {
+	type unnamedToolResult struct {
+		index int
+		id    string
+	}
+	toolNames := make(map[string]string)
+	var unnamedToolResults []unnamedToolResult
+	for messageIndex, claudeMessage := range claudeRequest.Messages {
 		openAIMessage := dto.Message{
 			Role: claudeMessage.Role,
 		}
@@ -168,7 +176,10 @@ func ClaudeMessagesRequestToOpenAIChat(ctx context.Context, claudeRequest dto.Cl
 			var toolCalls []dto.ToolCallRequest
 			mediaMessages := make([]dto.MediaContent, 0, len(content))
 
-			for _, mediaMsg := range content {
+			for blockIndex, mediaMsg := range content {
+				if _, exists := toolNames[mediaMsg.Id]; !exists {
+					toolNames[mediaMsg.Id] = mediaMsg.Name
+				}
 				switch mediaMsg.Type {
 				case "text", "input_text":
 					message := dto.MediaContent{
@@ -178,12 +189,50 @@ func ClaudeMessagesRequestToOpenAIChat(ctx context.Context, claudeRequest dto.Cl
 					}
 					mediaMessages = append(mediaMessages, message)
 				case "image":
-					imageData := fmt.Sprintf("data:%s;base64,%s", mediaMsg.Source.MediaType, mediaMsg.Source.Data)
-					mediaMessage := dto.MediaContent{
-						Type:     "image_url",
-						ImageUrl: &dto.MessageImageUrl{Url: imageData},
+					url := claudeImageSourceURL(mediaMsg.Source)
+					if url == "" {
+						sourceType := ""
+						if mediaMsg.Source != nil {
+							sourceType = mediaMsg.Source.Type
+						}
+						convdiag.Add(ctx, types.ConversionDiagnostic{
+							Code:     "unsupported_media_source",
+							Path:     fmt.Sprintf("messages[%d].content[%d].source", messageIndex, blockIndex),
+							Message:  fmt.Sprintf("OpenAI Chat Completions cannot reference a Claude image with source type %q; the image was omitted", sourceType),
+							Severity: types.ConversionDiagnosticError,
+						})
+						continue
 					}
-					mediaMessages = append(mediaMessages, mediaMessage)
+					mediaMessages = append(mediaMessages, dto.MediaContent{
+						Type:     "image_url",
+						ImageUrl: &dto.MessageImageUrl{Url: url},
+					})
+				case "document":
+					if mediaMsg.Source != nil && mediaMsg.Source.Type == "text" {
+						// A plain-text document keeps its content as a Chat text part.
+						mediaMessages = append(mediaMessages, dto.MediaContent{Type: "text", Text: kitutil.Interface2String(mediaMsg.Source.Data)})
+						continue
+					}
+					if mediaMsg.Source == nil || mediaMsg.Source.Type != "base64" || mediaMsg.Source.MediaType != "application/pdf" {
+						sourceType, mediaType := "", ""
+						if mediaMsg.Source != nil {
+							sourceType, mediaType = mediaMsg.Source.Type, mediaMsg.Source.MediaType
+						}
+						convdiag.Add(ctx, types.ConversionDiagnostic{
+							Code:     "unsupported_media_source",
+							Path:     fmt.Sprintf("messages[%d].content[%d].source", messageIndex, blockIndex),
+							Message:  fmt.Sprintf("OpenAI Chat Completions carries only base64 PDF and plain-text documents, not a %q source of type %q; the document was omitted", sourceType, mediaType),
+							Severity: types.ConversionDiagnosticError,
+						})
+						continue
+					}
+					mediaMessages = append(mediaMessages, dto.MediaContent{
+						Type: dto.ContentTypeFile,
+						File: &dto.MessageFile{
+							FileName: "document.pdf",
+							FileData: "data:application/pdf;base64," + kitutil.Interface2String(mediaMsg.Source.Data),
+						},
+					})
 				case "tool_use":
 					toolCall := dto.ToolCallRequest{
 						ID:   mediaMsg.Id,
@@ -197,7 +246,7 @@ func ClaudeMessagesRequestToOpenAIChat(ctx context.Context, claudeRequest dto.Cl
 				case "tool_result":
 					toolName := mediaMsg.Name
 					if toolName == "" {
-						toolName = claudeRequest.SearchToolNameByToolCallId(mediaMsg.ToolUseId)
+						unnamedToolResults = append(unnamedToolResults, unnamedToolResult{index: len(openAIMessages), id: mediaMsg.ToolUseId})
 					}
 					oaiToolMessage := dto.Message{
 						Role:       "tool",
@@ -207,9 +256,12 @@ func ClaudeMessagesRequestToOpenAIChat(ctx context.Context, claudeRequest dto.Cl
 					if mediaMsg.IsStringContent() {
 						oaiToolMessage.SetStringContent(mediaMsg.GetStringContent())
 					} else {
-						mediaContents := mediaMsg.ParseMediaContent()
-						encodedJSON, _ := kitutil.Marshal(mediaContents)
-						oaiToolMessage.SetStringContent(string(encodedJSON))
+						content, media := claudeToolResultToChat(mediaMsg.ParseMediaContent())
+						oaiToolMessage.SetStringContent(content)
+						// A Chat tool message only carries text. Images from the tool result
+						// join the user message this Claude message becomes, which lands right
+						// after the tool batch and keeps the tool messages contiguous.
+						mediaMessages = append(mediaMessages, media...)
 					}
 					openAIMessages = append(openAIMessages, oaiToolMessage)
 				}
@@ -218,7 +270,7 @@ func ClaudeMessagesRequestToOpenAIChat(ctx context.Context, claudeRequest dto.Cl
 			if len(toolCalls) > 0 {
 				openAIMessage.SetToolCalls(toolCalls)
 			}
-			if len(mediaMessages) > 0 && len(toolCalls) == 0 {
+			if len(mediaMessages) > 0 {
 				openAIMessage.SetMediaContent(mediaMessages)
 			}
 		}
@@ -226,11 +278,66 @@ func ClaudeMessagesRequestToOpenAIChat(ctx context.Context, claudeRequest dto.Cl
 			openAIMessages = append(openAIMessages, openAIMessage)
 		}
 	}
+	for _, result := range unnamedToolResults {
+		*openAIMessages[result.index].Name = toolNames[result.id]
+	}
 
 	openAIRequest.Messages = openAIMessages
 	return &openAIRequest, nil
 }
 
+// claudeToolResultToChat maps a structured tool_result content array onto Chat Completions,
+// where a tool message may only carry text. Text blocks stay on the tool message and image
+// blocks come back in Chat shape for the caller to place on the following user message;
+// stringifying them instead would hand base64 image data to the upstream text tokenizer.
+// Arrays holding any other block type keep the historical stringified form so nothing is lost.
+func claudeToolResultToChat(blocks []dto.ClaudeMediaMessage) (string, []dto.MediaContent) {
+	texts := make([]string, 0, len(blocks))
+	media := make([]dto.MediaContent, 0, len(blocks))
+	for _, block := range blocks {
+		switch {
+		case block.Type == "text" || block.Type == "input_text":
+			if text := block.GetText(); text != "" {
+				texts = append(texts, text)
+			}
+		case block.Type == "image":
+			url := claudeImageSourceURL(block.Source)
+			if url == "" {
+				return requestToJSONString(blocks), nil
+			}
+			media = append(media, dto.MediaContent{Type: "image_url", ImageUrl: &dto.MessageImageUrl{Url: url}})
+		default:
+			return requestToJSONString(blocks), nil
+		}
+	}
+	switch {
+	case len(texts) == 0 && len(media) == 0:
+		return requestToJSONString(blocks), nil
+	case len(texts) == 0:
+		// Upstreams reject empty tool content; the images ride on the following user message.
+		return "[image]", media
+	default:
+		return strings.Join(texts, "\n"), media
+	}
+}
+
+// claudeImageSourceURL is the Chat image_url for a Claude image source: a data
+// URL for base64 data or the URL of a url source. Other sources, such as Files
+// API references, have no Chat equivalent and yield "".
+func claudeImageSourceURL(source *dto.ClaudeMessageSource) string {
+	if source == nil || source.Type == "file" {
+		return ""
+	}
+	if source.Url != "" {
+		return source.Url
+	}
+	data := kitutil.Interface2String(source.Data)
+	if data == "" {
+		return ""
+	}
+	return fmt.Sprintf("data:%s;base64,%s", source.MediaType, data)
+}
+
 func requestToJSONString(v any) string {
 	b, err := kitutil.Marshal(v)
 	if err != nil {
diff --git a/relaykit/relayconvert/internal/claude_messages/to_oai_chat_req_test.go b/relaykit/relayconvert/internal/claude_messages/to_oai_chat_req_test.go
new file mode 100644
index 0000000..8830ef5
--- /dev/null
+++ b/relaykit/relayconvert/internal/claude_messages/to_oai_chat_req_test.go
@@ -0,0 +1,151 @@
+package claudemessages
+
+import (
+	"context"
+	"testing"
+
+	"github.com/QuantumNous/new-api/relaykit/dto"
+	"github.com/QuantumNous/new-api/relaykit/relayconvert/convmeta"
+	"github.com/samber/lo"
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/require"
+)
+
+func TestClaudeMessagesRequestToOpenAIChatToolResultContent(t *testing.T) {
+	const imageData = "iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAADUlEQVR42mP8z8BQDwAEhQGAhKmMIQAAAABJRU5ErkJggg=="
+	const dataURL = "data:image/png;base64," + imageData
+	imageBlock := dto.ClaudeMediaMessage{
+		Type:   "image",
+		Source: &dto.ClaudeMessageSource{Type: "base64", MediaType: "image/png", Data: imageData},
+	}
+	textBlock := func(text string) dto.ClaudeMediaMessage {
+		return dto.ClaudeMediaMessage{Type: "text", Text: lo.ToPtr(text)}
+	}
+
+	tests := []struct {
+		name        string
+		content     any
+		wantContent string
+		wantImages  []string
+	}{
+		{
+			name:        "string passes through",
+			content:     "done",
+			wantContent: "done",
+		},
+		{
+			name:        "text and image keep text on tool message",
+			content:     []dto.ClaudeMediaMessage{textBlock("screenshot taken"), imageBlock},
+			wantContent: "screenshot taken",
+			wantImages:  []string{dataURL},
+		},
+		{
+			name:        "image only uses placeholder",
+			content:     []dto.ClaudeMediaMessage{imageBlock},
+			wantContent: "[image]",
+			wantImages:  []string{dataURL},
+		},
+		{
+			name: "url image source is forwarded as is",
+			content: []dto.ClaudeMediaMessage{{
+				Type:   "image",
+				Source: &dto.ClaudeMessageSource{Type: "url", Url: "https://example.com/shot.png"},
+			}},
+			wantContent: "[image]",
+			wantImages:  []string{"https://example.com/shot.png"},
+		},
+		{
+			name:        "text blocks join with newline",
+			content:     []dto.ClaudeMediaMessage{textBlock("first"), textBlock(""), textBlock("second")},
+			wantContent: "first\nsecond",
+		},
+		{
+			name:        "unknown block keeps whole array",
+			content:     []dto.ClaudeMediaMessage{textBlock("see doc"), {Type: "document", Data: "opaque"}},
+			wantContent: `[{"type":"text","text":"see doc"},{"type":"document","data":"opaque"}]`,
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			got, err := ClaudeMessagesRequestToOpenAIChat(context.Background(), dto.ClaudeRequest{
+				Model:     "claude-test",
+				MaxTokens: lo.ToPtr(uint(64)),
+				Messages: []dto.ClaudeMessage{
+					{Role: "user", Content: "take a screenshot"},
+					{Role: "assistant", Content: []dto.ClaudeMediaMessage{
+						{Type: "tool_use", Id: "toolu_1", Name: "screenshot", Input: map[string]any{}},
+					}},
+					{Role: "user", Content: []dto.ClaudeMediaMessage{
+						{Type: "tool_result", ToolUseId: "toolu_1", Content: tt.content},
+						textBlock("what do you see?"),
+					}},
+				},
+			}, &convmeta.Values{})
+			require.NoError(t, err)
+
+			require.Len(t, got.Messages, 4)
+			tool := got.Messages[2]
+			assert.Equal(t, "tool", tool.Role)
+			assert.Equal(t, "toolu_1", tool.ToolCallId)
+			if tt.wantImages == nil && tt.wantContent[0] == '[' {
+				assert.JSONEq(t, tt.wantContent, tool.StringContent())
+			} else {
+				assert.Equal(t, tt.wantContent, tool.StringContent())
+			}
+
+			user := got.Messages[3]
+			assert.Equal(t, "user", user.Role)
+			parts := user.ParseContent()
+			require.Len(t, parts, len(tt.wantImages)+1)
+			for i, wantURL := range tt.wantImages {
+				assert.Equal(t, dto.ContentTypeImageURL, parts[i].Type)
+				require.NotNil(t, parts[i].GetImageMedia())
+				assert.Equal(t, wantURL, parts[i].GetImageMedia().Url)
+			}
+			assert.Equal(t, dto.ContentTypeText, parts[len(parts)-1].Type)
+			assert.Equal(t, "what do you see?", parts[len(parts)-1].Text)
+		})
+	}
+}
+
+func TestClaudeMessagesRequestToOpenAIChatKeepsParallelToolResultsContiguous(t *testing.T) {
+	const dataURL = "data:image/png;base64,iVBORw0KGgo="
+	got, err := ClaudeMessagesRequestToOpenAIChat(context.Background(), dto.ClaudeRequest{
+		Model:     "claude-test",
+		MaxTokens: lo.ToPtr(uint(64)),
+		Messages: []dto.ClaudeMessage{
+			{Role: "user", Content: "screenshot and read the note"},
+			{Role: "assistant", Content: []dto.ClaudeMediaMessage{
+				{Type: "text", Text: lo.ToPtr("Let me look.")},
+				{Type: "tool_use", Id: "toolu_shot", Name: "screenshot", Input: map[string]any{}},
+				{Type: "tool_use", Id: "toolu_read", Name: "read_file", Input: map[string]any{"path": "note.txt"}},
+			}},
+			{Role: "user", Content: []dto.ClaudeMediaMessage{
+				{Type: "tool_result", ToolUseId: "toolu_shot", Content: []dto.ClaudeMediaMessage{{
+					Type:   "image",
+					Source: &dto.ClaudeMessageSource{Type: "base64", MediaType: "image/png", Data: "iVBORw0KGgo="},
+				}}},
+				{Type: "tool_result", ToolUseId: "toolu_read", Content: "note contents"},
+			}},
+		},
+	}, &convmeta.Values{})
+	require.NoError(t, err)
+
+	roles := make([]string, 0, len(got.Messages))
+	for _, message := range got.Messages {
+		roles = append(roles, message.Role)
+	}
+	assert.Equal(t, []string{"user", "assistant", "tool", "tool", "user"}, roles)
+	assert.Len(t, got.Messages[1].ParseToolCalls(), 2)
+	assert.Equal(t, "[image]", got.Messages[2].StringContent())
+	assert.Equal(t, "toolu_shot", got.Messages[2].ToolCallId)
+	assert.Equal(t, "note contents", got.Messages[3].StringContent())
+	assert.NotContains(t, got.Messages[2].StringContent()+got.Messages[3].StringContent(), "base64")
+
+	parts := got.Messages[4].ParseContent()
+	require.Len(t, parts, 1)
+	assert.Equal(t, dto.ContentTypeImageURL, parts[0].Type)
+	require.NotNil(t, parts[0].GetImageMedia())
+	assert.Equal(t, dataURL, parts[0].GetImageMedia().Url)
+}
diff --git a/relaykit/relayconvert/internal/claude_messages/to_oai_chat_resp.go b/relaykit/relayconvert/internal/claude_messages/to_oai_chat_resp.go
index 1e9a5c4..5398c8f 100644
--- a/relaykit/relayconvert/internal/claude_messages/to_oai_chat_resp.go
+++ b/relaykit/relayconvert/internal/claude_messages/to_oai_chat_resp.go
@@ -19,6 +19,8 @@ type ClaudeResponseInfo struct {
 	Created      int64
 	Model        string
 	ResponseText strings.Builder
+	// ToolUseCount counts streamed tool_use blocks for the output-token fallback.
+	ToolUseCount int
 	Usage        *dto.Usage
 	Done         bool
 
@@ -524,6 +526,9 @@ func FormatClaudeResponseInfo(claudeResponse *dto.ClaudeResponse, oaiResponse *d
 			if claudeResponse.Delta.Thinking != nil {
 				claudeInfo.ResponseText.WriteString(*claudeResponse.Delta.Thinking)
 			}
+			if claudeResponse.Delta.PartialJson != nil {
+				claudeInfo.ResponseText.WriteString(*claudeResponse.Delta.PartialJson)
+			}
 		}
 	} else if claudeResponse.Type == "message_delta" {
 		if claudeResponse.Usage != nil {
@@ -552,6 +557,11 @@ func FormatClaudeResponseInfo(claudeResponse *dto.ClaudeResponse, oaiResponse *d
 
 		claudeInfo.Done = true
 	} else if claudeResponse.Type == "content_block_start" {
+		// Tool calls are most of an agent turn's output; count them for usage fallback.
+		if block := claudeResponse.ContentBlock; block != nil && block.Type == "tool_use" {
+			claudeInfo.ResponseText.WriteString(block.Name)
+			claudeInfo.ToolUseCount++
+		}
 	} else {
 		return false
 	}
diff --git a/relaykit/relayconvert/internal/claude_messages/to_oai_responses_req.go b/relaykit/relayconvert/internal/claude_messages/to_oai_responses_req.go
index b1868c6..e45d326 100644
--- a/relaykit/relayconvert/internal/claude_messages/to_oai_responses_req.go
+++ b/relaykit/relayconvert/internal/claude_messages/to_oai_responses_req.go
@@ -10,6 +10,7 @@ import (
 	"github.com/QuantumNous/new-api/relaykit/dto"
 	"github.com/QuantumNous/new-api/relaykit/relayconvert/convmeta"
 	"github.com/QuantumNous/new-api/relaykit/relayconvert/internal/convdiag"
+	relaymedia "github.com/QuantumNous/new-api/relaykit/relayconvert/internal/media"
 	kitutil "github.com/QuantumNous/new-api/relaykit/relayconvert/kitutil"
 	"github.com/QuantumNous/new-api/relaykit/relayconvert/reasoning"
 )
@@ -177,6 +178,7 @@ func claudeMessagesToResponsesInput(messages []dto.ClaudeMessage) (json.RawMessa
 					contentParts = append(contentParts, map[string]any{
 						"type":      "input_image",
 						"image_url": source,
+						"detail":    relaymedia.DefaultResponsesImageDetail,
 					})
 				}
 			case "document":
@@ -298,7 +300,11 @@ func claudeToolResultToResponsesOutput(content any) (any, error) {
 			parts = append(parts, map[string]any{"type": "input_text", "text": block.GetText()})
 		case "image":
 			if source := claudeSourceURL(block.Source); source != "" {
-				parts = append(parts, map[string]any{"type": "input_image", "image_url": source})
+				parts = append(parts, map[string]any{
+					"type":      "input_image",
+					"image_url": source,
+					"detail":    relaymedia.DefaultResponsesImageDetail,
+				})
 			}
 		case "document":
 			if source := claudeSourceURL(block.Source); source != "" {
diff --git a/relaykit/relayconvert/internal/gemini_chat/to_oai_chat_req.go b/relaykit/relayconvert/internal/gemini_chat/to_oai_chat_req.go
index 3568742..e74ca5d 100644
--- a/relaykit/relayconvert/internal/gemini_chat/to_oai_chat_req.go
+++ b/relaykit/relayconvert/internal/gemini_chat/to_oai_chat_req.go
@@ -9,8 +9,10 @@ import (
 	"github.com/QuantumNous/new-api/relaykit/relayconvert/convmeta"
 	"github.com/QuantumNous/new-api/relaykit/relayconvert/internal/convdiag"
 	"github.com/QuantumNous/new-api/relaykit/relayconvert/internal/jsonutil"
+	relaymedia "github.com/QuantumNous/new-api/relaykit/relayconvert/internal/media"
 	kitutil "github.com/QuantumNous/new-api/relaykit/relayconvert/kitutil"
 	"github.com/QuantumNous/new-api/relaykit/relayconvert/reasoning"
+	"github.com/QuantumNous/new-api/relaykit/types"
 )
 
 func GeminiGenerateContentRequestToOpenAIChat(ctx context.Context, geminiRequest *dto.GeminiChatRequest, info convmeta.Meta) (*dto.GeneralOpenAIRequest, error) {
@@ -72,7 +74,7 @@ func GeminiGenerateContentRequestToOpenAIChat(ctx context.Context, geminiRequest
 
 	callHistory := newGeminiFunctionCallHistory(geminiRequest.Contents)
 	var messages []dto.Message
-	for _, content := range geminiRequest.Contents {
+	for contentIndex, content := range geminiRequest.Contents {
 		message := dto.Message{
 			Role: convertGeminiRoleToOpenAI(content.Role),
 		}
@@ -80,7 +82,7 @@ func GeminiGenerateContentRequestToOpenAIChat(ctx context.Context, geminiRequest
 		var mediaContents []dto.MediaContent
 		var toolCalls []dto.ToolCallRequest
 		var reasoningTexts []string
-		for _, part := range content.Parts {
+		for partIndex, part := range content.Parts {
 			if part.Text != "" {
 				if part.Thought {
 					reasoningTexts = append(reasoningTexts, part.Text)
@@ -91,24 +93,20 @@ func GeminiGenerateContentRequestToOpenAIChat(ctx context.Context, geminiRequest
 					Text: part.Text,
 				}
 				mediaContents = append(mediaContents, mediaContent)
-			} else if part.InlineData != nil {
-				mediaContent := dto.MediaContent{
-					Type: "image_url",
-					ImageUrl: &dto.MessageImageUrl{
-						Url:      fmt.Sprintf("data:%s;base64,%s", part.InlineData.MimeType, part.InlineData.Data),
-						Detail:   "auto",
-						MimeType: part.InlineData.MimeType,
-					},
-				}
-				mediaContents = append(mediaContents, mediaContent)
-			} else if part.FileData != nil {
-				mediaContent := dto.MediaContent{
-					Type: "image_url",
-					ImageUrl: &dto.MessageImageUrl{
-						Url:      part.FileData.FileUri,
-						Detail:   "auto",
-						MimeType: part.FileData.MimeType,
-					},
+			} else if part.InlineData != nil || part.FileData != nil {
+				mediaContent, reason := geminiMediaToChatContent(part.InlineData, part.FileData)
+				if reason != "" {
+					kind := "inlineData"
+					if part.InlineData == nil {
+						kind = "fileData"
+					}
+					convdiag.Add(ctx, types.ConversionDiagnostic{
+						Code:     "unsupported_media_type",
+						Path:     fmt.Sprintf("contents[%d].parts[%d].%s", contentIndex, partIndex, kind),
+						Message:  reason + "; the part was omitted",
+						Severity: types.ConversionDiagnosticError,
+					})
+					continue
 				}
 				mediaContents = append(mediaContents, mediaContent)
 			} else if part.FunctionCall != nil {
@@ -208,6 +206,71 @@ func GeminiGenerateContentRequestToOpenAIChat(ctx context.Context, geminiRequest
 	return openaiRequest, nil
 }
 
+// chatImageMediaTypes are the image formats Chat Completions accepts.
+var chatImageMediaTypes = map[string]struct{}{
+	"image/png":  {},
+	"image/jpeg": {},
+	"image/webp": {},
+	"image/gif":  {},
+}
+
+// geminiMediaToChatContent maps Gemini inlineData or fileData onto the Chat
+// content part for its MIME type: PNG, JPEG, WebP, or GIF images inline or by
+// URL, PDF as an inline file, text files as text, and WAV or MP3 as inline
+// audio. Whether the model accepts the part is left to the upstream. A
+// non-empty reason means the media has no Chat content part.
+func geminiMediaToChatContent(inlineData *dto.GeminiInlineData, fileData *dto.GeminiFileData) (dto.MediaContent, string) {
+	if inlineData == nil {
+		mimeType := strings.ToLower(strings.TrimSpace(fileData.MimeType))
+		if mimeType == "image/jpg" {
+			mimeType = "image/jpeg"
+		}
+		if _, supported := chatImageMediaTypes[mimeType]; mimeType != "" && !supported {
+			return dto.MediaContent{}, fmt.Sprintf("Chat Completions content cannot reference a Gemini file of MIME type %q", fileData.MimeType)
+		}
+		return dto.MediaContent{
+			Type:     dto.ContentTypeImageURL,
+			ImageUrl: &dto.MessageImageUrl{Url: fileData.FileUri, Detail: "auto", MimeType: mimeType},
+		}, ""
+	}
+	mimeType := strings.ToLower(strings.TrimSpace(inlineData.MimeType))
+	if mimeType == "image/jpg" {
+		mimeType = "image/jpeg"
+	}
+	if _, supported := chatImageMediaTypes[mimeType]; supported {
+		return dto.MediaContent{
+			Type:     dto.ContentTypeImageURL,
+			ImageUrl: &dto.MessageImageUrl{Url: fmt.Sprintf("data:%s;base64,%s", mimeType, inlineData.Data), Detail: "auto", MimeType: mimeType},
+		}, ""
+	}
+	switch {
+	case strings.HasPrefix(mimeType, "image/"):
+		return dto.MediaContent{}, fmt.Sprintf("Chat Completions content accepts only PNG, JPEG, WebP, and GIF images, not %q", inlineData.MimeType)
+	case mimeType == "application/pdf":
+		return dto.MediaContent{
+			Type: dto.ContentTypeFile,
+			File: &dto.MessageFile{FileName: "document.pdf", FileData: "data:application/pdf;base64," + inlineData.Data},
+		}, ""
+	case relaymedia.IsTextMimeType(mimeType):
+		text, ok := relaymedia.DecodeText(inlineData.Data)
+		if !ok {
+			return dto.MediaContent{}, fmt.Sprintf("Gemini inlineData of MIME type %q could not be decoded as UTF-8 text", inlineData.MimeType)
+		}
+		return dto.MediaContent{Type: dto.ContentTypeText, Text: text}, ""
+	case mimeType == "audio/wav" || mimeType == "audio/x-wav" || mimeType == "audio/wave":
+		return dto.MediaContent{
+			Type:       dto.ContentTypeInputAudio,
+			InputAudio: &dto.MessageInputAudio{Data: inlineData.Data, Format: "wav"},
+		}, ""
+	case mimeType == "audio/mp3" || mimeType == "audio/mpeg":
+		return dto.MediaContent{
+			Type:       dto.ContentTypeInputAudio,
+			InputAudio: &dto.MessageInputAudio{Data: inlineData.Data, Format: "mp3"},
+		}, ""
+	}
+	return dto.MediaContent{}, fmt.Sprintf("Gemini inlineData of MIME type %q has no Chat Completions content part", inlineData.MimeType)
+}
+
 type geminiPendingFunctionCall struct {
 	id   string
 	name string
diff --git a/relaykit/relayconvert/internal/media/media.go b/relaykit/relayconvert/internal/media/media.go
index 50ea433..de002f1 100644
--- a/relaykit/relayconvert/internal/media/media.go
+++ b/relaykit/relayconvert/internal/media/media.go
@@ -1,10 +1,13 @@
 package media
 
 import (
-	"errors"
-	"sync"
-
 	"context"
+	"encoding/base64"
+	"errors"
+	"strings"
+	"sync"
+	"unicode/utf8"
+
 	"github.com/QuantumNous/new-api/relaykit/types"
 )
 
@@ -44,3 +47,37 @@ func DecodeBase64FileData(base64String string) (string, string, error) {
 	}
 	return resolver(base64String)
 }
+
+// DefaultResponsesImageDetail is used when the source protocol carries no detail
+// hint. Sending the default explicitly also supports strict Responses validators
+// that reject input_image parts without detail.
+const DefaultResponsesImageDetail = "auto"
+
+// ResponsesImageDetail preserves supported image detail levels and defaults
+// missing or unrecognized hints to "auto".
+func ResponsesImageDetail(detail string) string {
+	switch normalized := strings.ToLower(strings.TrimSpace(detail)); normalized {
+	case "low", "high", "auto", "original":
+		return normalized
+	default:
+		return DefaultResponsesImageDetail
+	}
+}
+
+// IsTextMimeType reports whether a MIME type is plain text that a target can
+// carry as text: text/* and application/json, ignoring parameters.
+func IsTextMimeType(mimeType string) bool {
+	mediaType, _, _ := strings.Cut(strings.ToLower(strings.TrimSpace(mimeType)), ";")
+	mediaType = strings.TrimSpace(mediaType)
+	return strings.HasPrefix(mediaType, "text/") || mediaType == "application/json"
+}
+
+// DecodeText decodes base64 file data as text. It reports false when the data
+// is not valid base64 or the bytes are not UTF-8.
+func DecodeText(base64Data string) (string, bool) {
+	decoded, err := base64.StdEncoding.DecodeString(strings.TrimSpace(base64Data))
+	if err != nil || !utf8.Valid(decoded) {
+		return "", false
+	}
+	return string(decoded), true
+}
diff --git a/relaykit/relayconvert/internal/oai_chat/to_claude_messages_req.go b/relaykit/relayconvert/internal/oai_chat/to_claude_messages_req.go
index b48a030..13f7c67 100644
--- a/relaykit/relayconvert/internal/oai_chat/to_claude_messages_req.go
+++ b/relaykit/relayconvert/internal/oai_chat/to_claude_messages_req.go
@@ -2,7 +2,6 @@ package oaichat
 
 import (
 	"fmt"
-	"strings"
 
 	"context"
 
@@ -13,6 +12,7 @@ import (
 	sharedclaude "github.com/QuantumNous/new-api/relaykit/relayconvert/internal/shared/claude"
 	kitutil "github.com/QuantumNous/new-api/relaykit/relayconvert/kitutil"
 	"github.com/QuantumNous/new-api/relaykit/relayconvert/reasoning"
+	"github.com/QuantumNous/new-api/relaykit/types"
 )
 
 func OpenAIChatRequestToClaudeMessages(c context.Context, info convmeta.Meta, textRequest dto.GeneralOpenAIRequest) (*dto.ClaudeRequest, error) {
@@ -265,24 +265,27 @@ func OpenAIChatRequestToClaudeMessages(c context.Context, info convmeta.Meta, te
 					if source == nil {
 						continue
 					}
-					base64Data, mimeType, err := relaymedia.ResolveBase64Data(c, source, "formatting image for Claude")
-					if err != nil {
-						return nil, fmt.Errorf("get file data failed: %s", err.Error())
+					// Claude content blocks carry images, PDF documents, and text
+					// documents; audio and video have no Claude block.
+					reason := fmt.Sprintf("Claude Messages cannot carry %s content", mediaMessage.Type)
+					var block dto.ClaudeMediaMessage
+					if mediaMessage.Type != dto.ContentTypeInputAudio && mediaMessage.Type != dto.ContentTypeVideoUrl {
+						base64Data, mimeType, err := relaymedia.ResolveBase64Data(c, source, "formatting image for Claude")
+						if err != nil {
+							return nil, fmt.Errorf("get file data failed: %s", err.Error())
+						}
+						block, reason = sharedclaude.MediaBlock(base64Data, mimeType, mediaMessage.Type == dto.ContentTypeImageURL)
 					}
-					claudeMediaMessage := dto.ClaudeMediaMessage{
-						Source: &dto.ClaudeMessageSource{
-							Type: "base64",
-						},
+					if reason != "" {
+						convdiag.Add(c, types.ConversionDiagnostic{
+							Code:     "unsupported_media_type",
+							Path:     "messages.content",
+							Message:  reason + "; the part was omitted",
+							Severity: types.ConversionDiagnosticError,
+						})
+						continue
 					}
-					if strings.HasPrefix(mimeType, "application/pdf") {
-						claudeMediaMessage.Type = "document"
-					} else {
-						claudeMediaMessage.Type = "image"
-					}
-
-					claudeMediaMessage.Source.MediaType = mimeType
-					claudeMediaMessage.Source.Data = base64Data
-					claudeMediaMessages = append(claudeMediaMessages, claudeMediaMessage)
+					claudeMediaMessages = append(claudeMediaMessages, block)
 					continue
 				}
 			}
@@ -303,6 +306,10 @@ func OpenAIChatRequestToClaudeMessages(c context.Context, info convmeta.Meta, te
 					})
 				}
 			}
+			if len(claudeMediaMessages) == 0 {
+				// Every part was omitted; Claude rejects an empty content array.
+				claudeMediaMessages = append(claudeMediaMessages, dto.ClaudeMediaMessage{Type: "text", Text: kitutil.GetPointer("...")})
+			}
 			claudeMessage.Content = claudeMediaMessages
 		}
 		claudeMessages = append(claudeMessages, claudeMessage)
diff --git a/relaykit/relayconvert/internal/oai_chat/to_claude_messages_resp.go b/relaykit/relayconvert/internal/oai_chat/to_claude_messages_resp.go
index fe11c31..6cdd93c 100644
--- a/relaykit/relayconvert/internal/oai_chat/to_claude_messages_resp.go
+++ b/relaykit/relayconvert/internal/oai_chat/to_claude_messages_resp.go
@@ -241,9 +241,6 @@ func StreamResponseOpenAI2Claude(openAIResponse *dto.ChatCompletionsStreamRespon
 			state.FinishReason = *chosenChoice.FinishReason
 		}
 
-		var claudeResponse dto.ClaudeResponse
-		var isEmpty bool
-		claudeResponse.Type = "content_block_delta"
 		if len(chosenChoice.Delta.ToolCalls) > 0 {
 			toolCalls := chosenChoice.Delta.ToolCalls
 			if state.LastMessagesType != convmeta.LastMessageTypeTools {
@@ -339,55 +336,58 @@ func StreamResponseOpenAI2Claude(openAIResponse *dto.ChatCompletionsStreamRespon
 				state.Index = state.ToolCallBaseIndex + len(state.ToolCalls) - 1
 			}
 		} else {
+			// Some upstreams put the last reasoning token and the first answer
+			// text in one chunk: the thinking block closes before the text block opens.
 			reasoning := chosenChoice.Delta.GetReasoningContent()
 			textContent := chosenChoice.Delta.GetContentString()
-			if reasoning != "" || textContent != "" {
-				if reasoning != "" {
-					if state.LastMessagesType != convmeta.LastMessageTypeThinking {
-						stopOpenBlocksAndAdvance()
-						idx := state.Index
-						claudeResponses = append(claudeResponses, &dto.ClaudeResponse{
-							Index: &idx,
-							Type:  "content_block_start",
-							ContentBlock: &dto.ClaudeMediaMessage{
-								Type:     "thinking",
-								Thinking: kitutil.GetPointer[string](""),
-							},
-						})
-					}
-					state.LastMessagesType = convmeta.LastMessageTypeThinking
-					claudeResponse.Delta = &dto.ClaudeMediaMessage{
+			if reasoning != "" {
+				if state.LastMessagesType != convmeta.LastMessageTypeThinking {
+					stopOpenBlocksAndAdvance()
+					idx := state.Index
+					claudeResponses = append(claudeResponses, &dto.ClaudeResponse{
+						Index: &idx,
+						Type:  "content_block_start",
+						ContentBlock: &dto.ClaudeMediaMessage{
+							Type:     "thinking",
+							Thinking: kitutil.GetPointer[string](""),
+						},
+					})
+				}
+				state.LastMessagesType = convmeta.LastMessageTypeThinking
+				claudeResponses = append(claudeResponses, &dto.ClaudeResponse{
+					Index: kitutil.GetPointer[int](state.Index),
+					Type:  "content_block_delta",
+					Delta: &dto.ClaudeMediaMessage{
 						Type:     "thinking_delta",
 						Thinking: &reasoning,
-					}
-				} else {
-					if state.LastMessagesType != convmeta.LastMessageTypeText {
-						stopOpenBlocksAndAdvance()
-						idx := state.Index
-						claudeResponses = append(claudeResponses, &dto.ClaudeResponse{
-							Index: &idx,
-							Type:  "content_block_start",
-							ContentBlock: &dto.ClaudeMediaMessage{
-								Type: "text",
-								Text: kitutil.GetPointer[string](""),
-							},
-						})
-					}
-					state.LastMessagesType = convmeta.LastMessageTypeText
-					claudeResponse.Delta = &dto.ClaudeMediaMessage{
+					},
+				})
+			}
+			if textContent != "" {
+				if state.LastMessagesType != convmeta.LastMessageTypeText {
+					stopOpenBlocksAndAdvance()
+					idx := state.Index
+					claudeResponses = append(claudeResponses, &dto.ClaudeResponse{
+						Index: &idx,
+						Type:  "content_block_start",
+						ContentBlock: &dto.ClaudeMediaMessage{
+							Type: "text",
+							Text: kitutil.GetPointer[string](""),
+						},
+					})
+				}
+				state.LastMessagesType = convmeta.LastMessageTypeText
+				claudeResponses = append(claudeResponses, &dto.ClaudeResponse{
+					Index: kitutil.GetPointer[int](state.Index),
+					Type:  "content_block_delta",
+					Delta: &dto.ClaudeMediaMessage{
 						Type: "text_delta",
 						Text: kitutil.GetPointer[string](textContent),
-					}
-				}
-			} else {
-				isEmpty = true
+					},
+				})
 			}
 		}
 
-		claudeResponse.Index = kitutil.GetPointer[int](state.Index)
-		if !isEmpty && claudeResponse.Delta != nil {
-			claudeResponses = append(claudeResponses, &claudeResponse)
-		}
 		appendCitationDeltas(chosenChoice.Delta.Annotations)
 
 		if doneChunk || state.Done {
diff --git a/relaykit/relayconvert/internal/oai_chat/to_gemini_chat_req.go b/relaykit/relayconvert/internal/oai_chat/to_gemini_chat_req.go
index 30818d5..47d8b5b 100644
--- a/relaykit/relayconvert/internal/oai_chat/to_gemini_chat_req.go
+++ b/relaykit/relayconvert/internal/oai_chat/to_gemini_chat_req.go
@@ -186,11 +186,8 @@ func OpenAIChatRequestToGeminiGenerateContent(c context.Context, textRequest dto
 		geminiRequest.GenerationConfig.ResponseMimeType = "application/json"
 
 		if len(textRequest.ResponseFormat.JsonSchema) > 0 {
-			var jsonSchema dto.FormatJsonSchema
-			if err := kitutil.Unmarshal(textRequest.ResponseFormat.JsonSchema, &jsonSchema); err == nil {
-				cleanedSchema := sharedgemini.RemoveAdditionalProperties(jsonSchema.Schema, 0)
-				geminiRequest.GenerationConfig.ResponseSchema = cleanedSchema
-			}
+			sharedgemini.ApplyResponseSchema(c, &geminiRequest.GenerationConfig, textRequest.ResponseFormat.JsonSchema,
+				"response_format.json_schema.schema", opts.Gemini.SupportsJSONSchemaModel(upstreamModelName))
 		}
 	}
 
@@ -339,7 +336,7 @@ func OpenAIChatRequestToGeminiGenerateContent(c context.Context, textRequest dto
 					return nil, fmt.Errorf("get file data from '%s' failed: %w", source.GetIdentifier(), err)
 				}
 
-				if _, ok := sharedgemini.SupportedMimeTypes[strings.ToLower(mimeType)]; !ok {
+				if !sharedgemini.IsSupportedMimeType(mimeType) {
 					return nil, fmt.Errorf("mime type is not supported by Gemini: '%s', url: '%s', supported types are: %v", mimeType, source.GetIdentifier(), sharedgemini.SupportedMimeTypesList())
 				}
 
diff --git a/relaykit/relayconvert/internal/oai_chat/to_oai_responses_req.go b/relaykit/relayconvert/internal/oai_chat/to_oai_responses_req.go
index 75bf013..f5bb0a0 100644
--- a/relaykit/relayconvert/internal/oai_chat/to_oai_responses_req.go
+++ b/relaykit/relayconvert/internal/oai_chat/to_oai_responses_req.go
@@ -9,6 +9,7 @@ import (
 
 	"github.com/QuantumNous/new-api/relaykit/dto"
 	"github.com/QuantumNous/new-api/relaykit/relayconvert/internal/convdiag"
+	relaymedia "github.com/QuantumNous/new-api/relaykit/relayconvert/internal/media"
 	kitutil "github.com/QuantumNous/new-api/relaykit/relayconvert/kitutil"
 	"github.com/QuantumNous/new-api/relaykit/relayconvert/reasoning"
 	"github.com/samber/lo"
@@ -227,9 +228,14 @@ func ChatCompletionsRequestToResponsesRequest(ctx context.Context, req *dto.Gene
 					"text": part.Text,
 				})
 			case dto.ContentTypeImageURL:
+				var sourceDetail string
+				if img := part.GetImageMedia(); img != nil {
+					sourceDetail = img.Detail
+				}
 				contentParts = append(contentParts, map[string]any{
 					"type":      "input_image",
 					"image_url": normalizeChatImageURLToString(part.ImageUrl),
+					"detail":    relaymedia.ResponsesImageDetail(sourceDetail),
 				})
 			case dto.ContentTypeInputAudio:
 				contentParts = append(contentParts, map[string]any{
@@ -237,10 +243,20 @@ func ChatCompletionsRequestToResponsesRequest(ctx context.Context, req *dto.Gene
 					"input_audio": part.InputAudio,
 				})
 			case dto.ContentTypeFile:
-				contentParts = append(contentParts, map[string]any{
-					"type": "input_file",
-					"file": part.File,
-				})
+				// Responses carries the file fields on the input_file part itself.
+				inputFile := map[string]any{"type": "input_file"}
+				if file := part.GetFile(); file != nil {
+					if file.FileName != "" {
+						inputFile["filename"] = file.FileName
+					}
+					if file.FileData != "" {
+						inputFile["file_data"] = file.FileData
+					}
+					if file.FileId != "" {
+						inputFile["file_id"] = file.FileId
+					}
+				}
+				contentParts = append(contentParts, inputFile)
 			case dto.ContentTypeVideoUrl:
 				contentParts = append(contentParts, map[string]any{
 					"type":      "input_video",
diff --git a/relaykit/relayconvert/internal/oai_chat/to_oai_responses_req_test.go b/relaykit/relayconvert/internal/oai_chat/to_oai_responses_req_test.go
index 327f231..77838b0 100644
--- a/relaykit/relayconvert/internal/oai_chat/to_oai_responses_req_test.go
+++ b/relaykit/relayconvert/internal/oai_chat/to_oai_responses_req_test.go
@@ -40,6 +40,37 @@ func TestChatCompletionsRequestToResponsesRequestInstructionsAndTools(t *testing
 	assert.Equal(t, "function_call_output", gjson.GetBytes(got.Input, "3.type").String())
 }
 
+func TestChatCompletionsRequestToResponsesRequestImageDetail(t *testing.T) {
+	tests := []struct {
+		name     string
+		imageURL any
+		want     string
+	}{
+		{name: "object without detail defaults to auto", imageURL: map[string]any{"url": "https://example.test/a.png"}, want: "auto"},
+		{name: "low detail is preserved", imageURL: map[string]any{"url": "https://example.test/a.png", "detail": "low"}, want: "low"},
+		{name: "high detail is preserved", imageURL: map[string]any{"url": "https://example.test/a.png", "detail": "high"}, want: "high"},
+		{name: "auto detail is preserved", imageURL: map[string]any{"url": "https://example.test/a.png", "detail": "auto"}, want: "auto"},
+		{name: "original detail is preserved", imageURL: map[string]any{"url": "https://example.test/a.png", "detail": "original"}, want: "original"},
+		{name: "unknown detail falls back to auto", imageURL: map[string]any{"url": "https://example.test/a.png", "detail": "bogus"}, want: "auto"},
+		{name: "plain string url defaults to auto", imageURL: "https://example.test/a.png", want: "auto"},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			got, err := ChatCompletionsRequestToResponsesRequest(context.Background(), &dto.GeneralOpenAIRequest{
+				Model: "gpt-test",
+				Messages: []dto.Message{{Role: "user", Content: []any{
+					map[string]any{"type": "image_url", "image_url": tt.imageURL},
+				}}},
+			})
+			require.NoError(t, err)
+
+			assert.Equal(t, "input_image", gjson.GetBytes(got.Input, "0.content.0.type").String())
+			assert.Equal(t, tt.want, gjson.GetBytes(got.Input, "0.content.0.detail").String())
+		})
+	}
+}
+
 func TestChatCompletionsRequestToResponsesRequestPreservesPromptCacheKey(t *testing.T) {
 	t.Run("present", func(t *testing.T) {
 		key := "session-\"quoted\"\\path\n世界"
diff --git a/relaykit/relayconvert/internal/oai_chat/to_oai_responses_resp.go b/relaykit/relayconvert/internal/oai_chat/to_oai_responses_resp.go
index 42f9936..4704399 100644
--- a/relaykit/relayconvert/internal/oai_chat/to_oai_responses_resp.go
+++ b/relaykit/relayconvert/internal/oai_chat/to_oai_responses_resp.go
@@ -8,6 +8,7 @@ import (
 	"time"
 
 	"github.com/QuantumNous/new-api/relaykit/dto"
+	"github.com/QuantumNous/new-api/relaykit/relayconvert/convmeta"
 	kitutil "github.com/QuantumNous/new-api/relaykit/relayconvert/kitutil"
 )
 
@@ -24,9 +25,14 @@ const (
 	responsesEventOutputItemDone            = "response.output_item.done"
 	responsesEventFunctionArgsDelta         = "response.function_call_arguments.delta"
 	responsesEventFunctionArgsDone          = "response.function_call_arguments.done"
+	responsesEventCustomToolInputDelta      = "response.custom_tool_call_input.delta"
+	responsesEventCustomToolInputDone       = "response.custom_tool_call_input.done"
+	responsesEventReasoningSummaryPartAdded = "response.reasoning_summary_part.added"
 	responsesEventReasoningSummaryDelta     = "response.reasoning_summary_text.delta"
 	responsesEventReasoningSummaryDone      = "response.reasoning_summary_text.done"
+	responsesEventReasoningSummaryPartDone  = "response.reasoning_summary_part.done"
 	responsesOutputTypeFunctionCall         = "function_call"
+	responsesOutputTypeCustomToolCall       = "custom_tool_call"
 	responsesOutputTypeMessage              = "message"
 	responsesOutputTypeReasoning            = "reasoning"
 	responsesIncompleteReasonContentFilter  = "content_filter"
@@ -34,6 +40,12 @@ const (
 )
 
 func ChatCompletionsResponseToResponsesResponse(resp *dto.OpenAITextResponse, id string) (*dto.OpenAIResponsesResponse, *dto.Usage, error) {
+	return ChatCompletionsResponseToResponsesResponseWithTools(resp, id, nil)
+}
+
+// ChatCompletionsResponseToResponsesResponseWithTools also restores function
+// calls that tools marks as Responses custom tools into custom_tool_call items.
+func ChatCompletionsResponseToResponsesResponseWithTools(resp *dto.OpenAITextResponse, id string, tools *convmeta.ResponsesToolState) (*dto.OpenAIResponsesResponse, *dto.Usage, error) {
 	if resp == nil {
 		return nil, nil, errors.New("response is nil")
 	}
@@ -93,7 +105,10 @@ func ChatCompletionsResponseToResponsesResponse(resp *dto.OpenAITextResponse, id
 	}
 
 	for i, toolCall := range choice.Message.ParseToolCalls() {
-		toolOutput, err := chatToolCallToResponsesOutput(toolCall, id, i, responseOutputStatus(out))
+		if (toolCall.Type == "" || toolCall.Type == "function") && strings.TrimSpace(toolCall.Function.Name) == "" {
+			continue
+		}
+		toolOutput, err := chatToolCallToResponsesOutput(toolCall, id, i, responseOutputStatus(out), tools)
 		if err != nil {
 			return nil, nil, err
 		}
@@ -202,18 +217,31 @@ func responseStatusString(resp *dto.OpenAIResponsesResponse) string {
 	return strings.TrimSpace(status)
 }
 
-func chatToolCallToResponsesOutput(toolCall dto.ToolCallRequest, responseID string, index int, status string) (dto.ResponsesOutput, error) {
+func chatToolCallToResponsesOutput(toolCall dto.ToolCallRequest, responseID string, index int, status string, tools *convmeta.ResponsesToolState) (dto.ResponsesOutput, error) {
 	callID := strings.TrimSpace(toolCall.ID)
 	if callID == "" {
 		callID = fmt.Sprintf("%s_call_%d", responseID, index)
 	}
 	if toolCall.Type == "" || toolCall.Type == "function" {
+		namespace, name := tools.ResponsesToolName(toolCall.Function.Name)
+		if tools.IsCustomTool(toolCall.Function.Name) {
+			return dto.ResponsesOutput{
+				Type:      responsesOutputTypeCustomToolCall,
+				ID:        callID,
+				Status:    status,
+				CallId:    callID,
+				Name:      name,
+				Namespace: namespace,
+				Input:     chatArgumentsRawMessage(customToolInputFromArguments(toolCall.Function.Arguments)),
+			}, nil
+		}
 		return dto.ResponsesOutput{
 			Type:      responsesOutputTypeFunctionCall,
 			ID:        callID,
 			Status:    status,
 			CallId:    callID,
-			Name:      toolCall.Function.Name,
+			Name:      name,
+			Namespace: namespace,
 			Arguments: chatArgumentsRawMessage(toolCall.Function.Arguments),
 		}, nil
 	}
@@ -226,6 +254,28 @@ func chatToolCallToResponsesOutput(toolCall dto.ToolCallRequest, responseID stri
 	}, nil
 }
 
+// customToolInputFromArguments unwraps the raw custom tool input from the
+// {"input": ...} arguments a Chat function call carries. Arguments of any other
+// shape are returned unchanged so the model's output is never dropped.
+func customToolInputFromArguments(arguments string) string {
+	var value map[string]any
+	if err := kitutil.UnmarshalJsonStr(arguments, &value); err != nil {
+		return arguments
+	}
+	input, ok := value[convmeta.CustomToolInputArgument]
+	if !ok {
+		return arguments
+	}
+	if text, ok := input.(string); ok {
+		return text
+	}
+	raw, err := kitutil.Marshal(input)
+	if err != nil {
+		return arguments
+	}
+	return string(raw)
+}
+
 func chatArgumentsRawMessage(arguments string) []byte {
 	raw, err := kitutil.Marshal(arguments)
 	if err != nil {
diff --git a/relaykit/relayconvert/internal/oai_chat/to_oai_responses_resp_test.go b/relaykit/relayconvert/internal/oai_chat/to_oai_responses_resp_test.go
index 34b6a5d..97ae72e 100644
--- a/relaykit/relayconvert/internal/oai_chat/to_oai_responses_resp_test.go
+++ b/relaykit/relayconvert/internal/oai_chat/to_oai_responses_resp_test.go
@@ -4,6 +4,8 @@ import (
 	"testing"
 
 	"github.com/QuantumNous/new-api/relaykit/dto"
+	"github.com/QuantumNous/new-api/relaykit/relayconvert/convmeta"
+	kitutil "github.com/QuantumNous/new-api/relaykit/relayconvert/kitutil"
 	"github.com/samber/lo"
 	"github.com/stretchr/testify/assert"
 	"github.com/stretchr/testify/require"
@@ -41,6 +43,54 @@ func TestChatCompletionsResponseToResponsesPreservesTextToolCallsAndUsage(t *tes
 	assert.Equal(t, `"{\"q\":\"x\"}"`, string(resp.Output[1].Arguments))
 }
 
+func TestChatCompletionsResponseToResponsesDropsEmptyNameToolCalls(t *testing.T) {
+	usage := dto.Usage{PromptTokens: 20, CompletionTokens: 5, TotalTokens: 25}
+	usage.PromptTokensDetails.CachedTokens = 7
+	usage.BillingUsage = dto.NewOpenAIChatBillingUsage(&usage)
+	message := dto.Message{Role: "assistant"}
+	message.SetToolCalls([]dto.ToolCallRequest{
+		{
+			ID:   "call_invalid",
+			Type: "function",
+			Function: dto.FunctionRequest{
+				Arguments: `{"ok":true}`,
+			},
+		},
+		{
+			ID:       "call_whitespace",
+			Function: dto.FunctionRequest{Name: " \t\n", Arguments: `{}`},
+		},
+		{
+			ID:   "call_valid",
+			Type: "function",
+			Function: dto.FunctionRequest{
+				Name:      "lookup",
+				Arguments: `{"q":"x"}`,
+			},
+		},
+	})
+
+	resp, convertedUsage, err := ChatCompletionsResponseToResponsesResponse(&dto.OpenAITextResponse{
+		Usage: usage,
+		Choices: []dto.OpenAITextResponseChoice{{
+			Message:      message,
+			FinishReason: "tool_calls",
+		}},
+	}, "resp_1")
+	require.NoError(t, err)
+
+	require.Len(t, resp.Output, 1)
+	assert.Equal(t, "call_valid", resp.Output[0].CallId)
+	assert.Equal(t, "lookup", resp.Output[0].Name)
+	assert.Equal(t, `"{\"q\":\"x\"}"`, string(resp.Output[0].Arguments))
+	assert.Equal(t, 20, convertedUsage.InputTokens)
+	assert.Equal(t, 5, convertedUsage.OutputTokens)
+	assert.Equal(t, 25, convertedUsage.TotalTokens)
+	require.NotNil(t, convertedUsage.InputTokensDetails)
+	assert.Equal(t, 7, convertedUsage.InputTokensDetails.CachedTokens)
+	assert.Equal(t, usage.BillingUsage, convertedUsage.BillingUsage)
+}
+
 func TestChatCompletionsResponseToResponsesEmitsReasoningSummaryBeforeText(t *testing.T) {
 	message := dto.Message{Role: "assistant", Content: "final answer"}
 	message.ReasoningContent = lo.ToPtr("thinking summary")
@@ -153,6 +203,366 @@ func TestChatCompletionsStreamToResponsesEventsAggregatesUsageAndToolArgs(t *tes
 	assert.Equal(t, `"{\"q\":\"x\"}"`, string(events[9].Payload.Response.Output[1].Arguments))
 }
 
+func TestChatCompletionsStreamToResponsesEmitsReasoningSummaryPartLifecycle(t *testing.T) {
+	state := NewChatToResponsesStreamState("resp_1", "gpt-test")
+	stop := "stop"
+
+	var events []ChatToResponsesStreamEvent
+	events = append(events, mustResponsesEventsFromChatChunk(t, state, &dto.ChatCompletionsStreamResponse{
+		Id: "chatcmpl_1", Model: "gpt-test",
+		Choices: []dto.ChatCompletionsStreamResponseChoice{{
+			Delta: dto.ChatCompletionsStreamResponseChoiceDelta{ReasoningContent: lo.ToPtr("think")},
+		}},
+	})...)
+	events = append(events, mustResponsesEventsFromChatChunk(t, state, &dto.ChatCompletionsStreamResponse{
+		Choices: []dto.ChatCompletionsStreamResponseChoice{{
+			Delta:        dto.ChatCompletionsStreamResponseChoiceDelta{Content: lo.ToPtr("answer")},
+			FinishReason: &stop,
+		}},
+	})...)
+	events = append(events, FinalizeChatCompletionsStreamToResponses(state)...)
+
+	types := make([]string, 0, len(events))
+	for _, event := range events {
+		types = append(types, event.Type)
+	}
+	assert.Equal(t, []string{
+		responsesEventCreated,
+		responsesEventOutputItemAdded,
+		responsesEventReasoningSummaryPartAdded,
+		responsesEventReasoningSummaryDelta,
+		responsesEventOutputItemAdded,
+		responsesEventOutputTextDelta,
+		"response.output_text.done",
+		responsesEventOutputItemDone,
+		responsesEventReasoningSummaryDone,
+		responsesEventReasoningSummaryPartDone,
+		responsesEventOutputItemDone,
+		responsesEventCompleted,
+	}, types)
+
+	// The Responses schema requires summary on every reasoning item, including
+	// the one announced before any summary text exists.
+	itemAdded, err := kitutil.Marshal(events[1].Payload)
+	require.NoError(t, err)
+	assert.Contains(t, string(itemAdded), `"summary":[]`)
+
+	partAdded := events[2].Payload
+	assert.Equal(t, "resp_1_reasoning_0", partAdded.ItemID)
+	assert.Equal(t, 0, lo.FromPtr(partAdded.OutputIndex))
+	assert.Equal(t, 0, lo.FromPtr(partAdded.SummaryIndex))
+	require.NotNil(t, partAdded.Part)
+	assert.Equal(t, dto.ResponsesReasoningSummaryPart{Type: "summary_text"}, *partAdded.Part)
+
+	partDone := events[9].Payload
+	assert.Equal(t, "resp_1_reasoning_0", partDone.ItemID)
+	require.NotNil(t, partDone.Part)
+	assert.Equal(t, dto.ResponsesReasoningSummaryPart{Type: "summary_text", Text: "think"}, *partDone.Part)
+}
+
+func TestChatCompletionsStreamToResponsesReopensItemsAfterMidStreamFinishReason(t *testing.T) {
+	for _, emitSequenceNumber := range []bool{false, true} {
+		t.Run(map[bool]string{false: "legacy", true: "sequence_numbers"}[emitSequenceNumber], func(t *testing.T) {
+			state := NewChatToResponsesStreamState("resp_1", "gpt-test")
+			state.EmitSequenceNumber = emitSequenceNumber
+			toolIndex := 0
+			toolCalls := "tool_calls"
+			stop := "stop"
+
+			chunks := []*dto.ChatCompletionsStreamResponse{
+				{Id: "chatcmpl_1", Model: "gpt-test", Choices: []dto.ChatCompletionsStreamResponseChoice{{
+					Delta: dto.ChatCompletionsStreamResponseChoiceDelta{ReasoningContent: lo.ToPtr("round 1")},
+				}}},
+				{Choices: []dto.ChatCompletionsStreamResponseChoice{{
+					Delta: dto.ChatCompletionsStreamResponseChoiceDelta{Content: lo.ToPtr("calling")},
+				}}},
+				{Choices: []dto.ChatCompletionsStreamResponseChoice{{
+					Delta: dto.ChatCompletionsStreamResponseChoiceDelta{ToolCalls: []dto.ToolCallResponse{{
+						Index: &toolIndex, ID: "call_1", Type: "function",
+						Function: dto.FunctionResponse{Name: "lookup", Arguments: "{}"},
+					}}},
+				}}},
+				{Choices: []dto.ChatCompletionsStreamResponseChoice{{FinishReason: &toolCalls}}},
+				{Choices: []dto.ChatCompletionsStreamResponseChoice{{
+					Delta: dto.ChatCompletionsStreamResponseChoiceDelta{ReasoningContent: lo.ToPtr("round 2")},
+				}}},
+				{Choices: []dto.ChatCompletionsStreamResponseChoice{{
+					Delta:        dto.ChatCompletionsStreamResponseChoiceDelta{Content: lo.ToPtr("final")},
+					FinishReason: &stop,
+				}}},
+			}
+			var events []ChatToResponsesStreamEvent
+			for _, chunk := range chunks {
+				events = append(events, mustResponsesEventsFromChatChunk(t, state, chunk)...)
+			}
+			events = append(events, FinalizeChatCompletionsStreamToResponses(state)...)
+
+			open := map[string]bool{}
+			partAdded, partDone := 0, 0
+			for _, event := range events {
+				itemID := event.Payload.ItemID
+				if event.Payload.Item != nil {
+					itemID = event.Payload.Item.ID
+				}
+				switch event.Type {
+				case responsesEventOutputItemAdded:
+					assert.Falsef(t, open[itemID], "item %q added twice", itemID)
+					open[itemID] = true
+				case responsesEventOutputItemDone:
+					assert.Truef(t, open[itemID], "item %q done without being open", itemID)
+					delete(open, itemID)
+				case responsesEventReasoningSummaryPartAdded:
+					partAdded++
+					assert.Truef(t, open[itemID], "part added for closed item %q", itemID)
+				case responsesEventReasoningSummaryPartDone:
+					partDone++
+					assert.Truef(t, open[itemID], "part done for closed item %q", itemID)
+				case responsesEventReasoningSummaryDelta, responsesEventOutputTextDelta:
+					assert.Truef(t, open[itemID], "%s for %q arrived without an active item", event.Type, itemID)
+				}
+			}
+			assert.Empty(t, open)
+			assert.Equal(t, 2, partAdded)
+			assert.Equal(t, 2, partDone)
+
+			completed := events[len(events)-1]
+			require.Equal(t, responsesEventCompleted, completed.Type)
+			require.NotNil(t, completed.Payload.Response)
+			output := completed.Payload.Response.Output
+			require.Len(t, output, 5)
+			assert.Equal(t, []string{
+				responsesOutputTypeReasoning, responsesOutputTypeMessage, responsesOutputTypeFunctionCall,
+				responsesOutputTypeReasoning, responsesOutputTypeMessage,
+			}, []string{output[0].Type, output[1].Type, output[2].Type, output[3].Type, output[4].Type})
+			assert.Equal(t, "resp_1_reasoning_0", output[0].ID)
+			assert.Equal(t, "round 1", output[0].Summary[0].Text)
+			assert.Equal(t, "resp_1_msg_0", output[1].ID)
+			assert.Equal(t, "calling", output[1].Content[0].Text)
+			assert.Equal(t, "call_1", output[2].CallId)
+			assert.Equal(t, "resp_1_reasoning_1", output[3].ID)
+			assert.Equal(t, "round 2", output[3].Summary[0].Text)
+			assert.Equal(t, "resp_1_msg_1", output[4].ID)
+			assert.Equal(t, "final", output[4].Content[0].Text)
+			for _, item := range output {
+				assert.Equal(t, "completed", item.Status)
+			}
+		})
+	}
+}
+
+func execCustomToolState() *convmeta.ResponsesToolState {
+	return &convmeta.ResponsesToolState{CustomToolNames: map[string]struct{}{"exec": {}}}
+}
+
+func TestChatCompletionsResponseToResponsesRestoresCustomToolCalls(t *testing.T) {
+	message := dto.Message{Role: "assistant"}
+	message.SetToolCalls([]dto.ToolCallRequest{
+		{ID: "call_exec", Type: "function", Function: dto.FunctionRequest{Name: "exec", Arguments: `{"input":"echo \"hi\" && ls"}`}},
+		{ID: "call_wait", Type: "function", Function: dto.FunctionRequest{Name: "wait", Arguments: `{"ms":1}`}},
+	})
+	chat := &dto.OpenAITextResponse{
+		Model:   "gpt-test",
+		Choices: []dto.OpenAITextResponseChoice{{Message: message, FinishReason: "tool_calls"}},
+	}
+
+	resp, _, err := ChatCompletionsResponseToResponsesResponseWithTools(chat, "resp_1", execCustomToolState())
+	require.NoError(t, err)
+	require.Len(t, resp.Output, 2)
+	custom, err := kitutil.Marshal(resp.Output[0])
+	require.NoError(t, err)
+	assert.JSONEq(t, `{"type":"custom_tool_call","id":"call_exec","status":"completed","call_id":"call_exec","name":"exec","input":"echo \"hi\" && ls"}`, string(custom))
+	assert.Equal(t, responsesOutputTypeFunctionCall, resp.Output[1].Type)
+	assert.Equal(t, `"{\"ms\":1}"`, string(resp.Output[1].Arguments))
+
+	plain, _, err := ChatCompletionsResponseToResponsesResponse(chat, "resp_1")
+	require.NoError(t, err)
+	assert.Equal(t, responsesOutputTypeFunctionCall, plain.Output[0].Type)
+}
+
+func TestCustomToolInputFromArguments(t *testing.T) {
+	tests := map[string]string{
+		`{"input":"ls -la"}`:          "ls -la",
+		`{"input":""}`:                "",
+		`{"input":{"cmd":"ls"}}`:      `{"cmd":"ls"}`,
+		`{"cmd":"ls"}`:                `{"cmd":"ls"}`,
+		`ls -la`:                      "ls -la",
+		``:                            "",
+		`{"input":"a","extra":true}`:  "a",
+		`{"input":"\u003cdiv\u003e"}`: "<div>",
+	}
+	for arguments, want := range tests {
+		assert.Equalf(t, want, customToolInputFromArguments(arguments), "arguments %q", arguments)
+	}
+}
+
+func TestChatCompletionsStreamToResponsesRestoresCustomToolCalls(t *testing.T) {
+	state := NewChatToResponsesStreamState("resp_1", "gpt-test")
+	state.EmitSequenceNumber = true
+	state.Tools = execCustomToolState()
+	execIndex, waitIndex := 0, 1
+
+	var events []ChatToResponsesStreamEvent
+	for _, delta := range []dto.ToolCallResponse{
+		{Index: &execIndex, ID: "call_exec", Type: "function", Function: dto.FunctionResponse{Name: "exec"}},
+		{Index: &execIndex, Function: dto.FunctionResponse{Arguments: `{"input":"echo `}},
+		{Index: &execIndex, Function: dto.FunctionResponse{Arguments: `\"hi\""}`}},
+		{Index: &waitIndex, ID: "call_wait", Type: "function", Function: dto.FunctionResponse{Name: "wait", Arguments: `{"ms":1}`}},
+	} {
+		events = append(events, mustResponsesEventsFromChatChunk(t, state, &dto.ChatCompletionsStreamResponse{
+			Choices: []dto.ChatCompletionsStreamResponseChoice{
+				{Index: 0, Delta: dto.ChatCompletionsStreamResponseChoiceDelta{ToolCalls: []dto.ToolCallResponse{delta}}},
+			},
+		})...)
+	}
+	events = append(events, FinalizeChatCompletionsStreamToResponses(state)...)
+
+	types := make([]string, 0, len(events))
+	for _, event := range events {
+		types = append(types, event.Type)
+	}
+	assert.Equal(t, []string{
+		responsesEventCreated,
+		responsesEventOutputItemAdded,
+		responsesEventOutputItemAdded,
+		responsesEventFunctionArgsDelta,
+		responsesEventCustomToolInputDelta,
+		responsesEventCustomToolInputDone,
+		responsesEventOutputItemDone,
+		responsesEventFunctionArgsDone,
+		responsesEventOutputItemDone,
+		responsesEventCompleted,
+	}, types)
+
+	added, err := kitutil.Marshal(events[1].Payload.Item)
+	require.NoError(t, err)
+	assert.JSONEq(t, `{"type":"custom_tool_call","id":"call_exec","status":"in_progress","call_id":"call_exec","name":"exec","input":""}`, string(added))
+	assert.Equal(t, `echo "hi"`, events[4].Payload.Delta)
+	assert.Equal(t, "call_exec", events[4].Payload.ItemID)
+	require.NotNil(t, events[5].Payload.Input)
+	assert.Equal(t, `echo "hi"`, *events[5].Payload.Input)
+	assert.Equal(t, responsesOutputTypeCustomToolCall, events[6].Payload.Item.Type)
+	assert.Equal(t, `"echo \"hi\""`, string(events[6].Payload.Item.Input))
+
+	output := events[len(events)-1].Payload.Response.Output
+	require.Len(t, output, 2)
+	assert.Equal(t, responsesOutputTypeCustomToolCall, output[0].Type)
+	assert.Equal(t, `"echo \"hi\""`, string(output[0].Input))
+	assert.Equal(t, responsesOutputTypeFunctionCall, output[1].Type)
+	assert.Equal(t, `"{\"ms\":1}"`, string(output[1].Arguments))
+}
+
+func TestChatCompletionsStreamToResponsesHoldsNamelessToolUntilNameArrives(t *testing.T) {
+	toolIndex := 0
+	chunk := func(call dto.ToolCallResponse) *dto.ChatCompletionsStreamResponse {
+		return &dto.ChatCompletionsStreamResponse{
+			Choices: []dto.ChatCompletionsStreamResponseChoice{
+				{Index: 0, Delta: dto.ChatCompletionsStreamResponseChoiceDelta{ToolCalls: []dto.ToolCallResponse{call}}},
+			},
+		}
+	}
+
+	t.Run("custom tool", func(t *testing.T) {
+		state := NewChatToResponsesStreamState("resp_1", "gpt-test")
+		state.Tools = execCustomToolState()
+		first := mustResponsesEventsFromChatChunk(t, state, chunk(dto.ToolCallResponse{Index: &toolIndex, ID: "call_exec", Function: dto.FunctionResponse{Arguments: `{"input":`}}))
+		for _, event := range first {
+			assert.NotEqual(t, responsesEventOutputItemAdded, event.Type)
+			assert.NotEqual(t, responsesEventFunctionArgsDelta, event.Type)
+		}
+		second := mustResponsesEventsFromChatChunk(t, state, chunk(dto.ToolCallResponse{Index: &toolIndex, Function: dto.FunctionResponse{Name: "exec", Arguments: `"ls"}`}}))
+		require.Len(t, second, 1)
+		assert.Equal(t, responsesEventOutputItemAdded, second[0].Type)
+		assert.Equal(t, responsesOutputTypeCustomToolCall, second[0].Payload.Item.Type)
+		done := FinalizeChatCompletionsStreamToResponses(state)
+		require.NotEmpty(t, done)
+		output := done[len(done)-1].Payload.Response.Output
+		require.Len(t, output, 1)
+		assert.Equal(t, `"ls"`, string(output[0].Input))
+	})
+
+	t.Run("function tool flushes held arguments", func(t *testing.T) {
+		state := NewChatToResponsesStreamState("resp_1", "gpt-test")
+		first := mustResponsesEventsFromChatChunk(t, state, chunk(dto.ToolCallResponse{Index: &toolIndex, Type: "function", Function: dto.FunctionResponse{Arguments: `{"ms":`}}))
+		require.Len(t, first, 1)
+		assert.Equal(t, responsesEventCreated, first[0].Type)
+		second := mustResponsesEventsFromChatChunk(t, state, chunk(dto.ToolCallResponse{Index: &toolIndex, ID: "call_wait", Function: dto.FunctionResponse{Name: "wait", Arguments: `1}`}}))
+		require.Len(t, second, 2)
+		assert.Equal(t, responsesEventOutputItemAdded, second[0].Type)
+		assert.Equal(t, responsesOutputTypeFunctionCall, second[0].Payload.Item.Type)
+		assert.Equal(t, "call_wait", second[0].Payload.Item.ID)
+		assert.Equal(t, "call_wait", second[0].Payload.Item.CallId)
+		assert.Equal(t, responsesEventFunctionArgsDelta, second[1].Type)
+		assert.Equal(t, "call_wait", second[1].Payload.ItemID)
+		assert.Equal(t, `{"ms":1}`, second[1].Payload.Delta)
+		done := FinalizeChatCompletionsStreamToResponses(state)
+		output := done[len(done)-1].Payload.Response.Output
+		require.Len(t, output, 1)
+		assert.Equal(t, "call_wait", output[0].ID)
+		assert.Equal(t, `"{\"ms\":1}"`, string(output[0].Arguments))
+	})
+
+	t.Run("held tool takes the next output index when announced", func(t *testing.T) {
+		state := NewChatToResponsesStreamState("resp_1", "gpt-test")
+		state.Tools = execCustomToolState()
+		waitIndex := 1
+		var events []ChatToResponsesStreamEvent
+		events = append(events, mustResponsesEventsFromChatChunk(t, state, chunk(dto.ToolCallResponse{Index: &toolIndex, ID: "call_exec"}))...)
+		events = append(events, mustResponsesEventsFromChatChunk(t, state, chunk(dto.ToolCallResponse{Index: &waitIndex, ID: "call_wait", Function: dto.FunctionResponse{Name: "wait", Arguments: `{}`}}))...)
+		events = append(events, mustResponsesEventsFromChatChunk(t, state, &dto.ChatCompletionsStreamResponse{
+			Choices: []dto.ChatCompletionsStreamResponseChoice{{Index: 0, Delta: dto.ChatCompletionsStreamResponseChoiceDelta{Content: lo.ToPtr("done")}}},
+		})...)
+		events = append(events, mustResponsesEventsFromChatChunk(t, state, chunk(dto.ToolCallResponse{Index: &toolIndex, Function: dto.FunctionResponse{Name: "exec", Arguments: `{"input":"ls"}`}}))...)
+		events = append(events, FinalizeChatCompletionsStreamToResponses(state)...)
+
+		var addedIndexes []int
+		var addedTypes []string
+		for _, event := range events {
+			if event.Type == responsesEventOutputItemAdded {
+				addedIndexes = append(addedIndexes, lo.FromPtr(event.Payload.OutputIndex))
+				addedTypes = append(addedTypes, event.Payload.Item.Type)
+			}
+		}
+		assert.Equal(t, []int{0, 1, 2}, addedIndexes)
+		assert.Equal(t, []string{responsesOutputTypeFunctionCall, responsesOutputTypeMessage, responsesOutputTypeCustomToolCall}, addedTypes)
+		output := events[len(events)-1].Payload.Response.Output
+		require.Len(t, output, 3)
+		assert.Equal(t, addedTypes, []string{output[0].Type, output[1].Type, output[2].Type})
+	})
+
+	t.Run("name never arrives", func(t *testing.T) {
+		for _, tools := range []*convmeta.ResponsesToolState{nil, execCustomToolState()} {
+			state := NewChatToResponsesStreamState("resp_1", "gpt-test")
+			state.EmitSequenceNumber = true
+			state.Tools = tools
+			missingIndex, validIndex, blankIndex := 0, 1, 2
+			var events []ChatToResponsesStreamEvent
+			events = append(events, mustResponsesEventsFromChatChunk(t, state, &dto.ChatCompletionsStreamResponse{
+				Choices: []dto.ChatCompletionsStreamResponseChoice{{Index: 0, Delta: dto.ChatCompletionsStreamResponseChoiceDelta{ToolCalls: []dto.ToolCallResponse{
+					{Index: &missingIndex, ID: "call_missing", Type: "function", Function: dto.FunctionResponse{Arguments: `{"ok":true}`}},
+					{Index: &validIndex, ID: "call_valid", Type: "function", Function: dto.FunctionResponse{Name: "lookup", Arguments: `{"q":"x"}`}},
+					{Index: &blankIndex, ID: "call_blank", Function: dto.FunctionResponse{Name: " \t\n", Arguments: `{}`}},
+				}}}},
+			})...)
+			events = append(events, FinalizeChatCompletionsStreamToResponses(state)...)
+
+			for i, event := range events {
+				require.NotNil(t, event.Payload.SequenceNumber)
+				assert.Equal(t, i, *event.Payload.SequenceNumber)
+				if event.Payload.OutputIndex != nil {
+					assert.Equal(t, 0, *event.Payload.OutputIndex)
+				}
+				if event.Payload.Item != nil {
+					assert.Equal(t, "call_valid", event.Payload.Item.CallId)
+				}
+			}
+			output := events[len(events)-1].Payload.Response.Output
+			require.Len(t, output, 1)
+			assert.Equal(t, "call_valid", output[0].CallId)
+			assert.Equal(t, "lookup", output[0].Name)
+		}
+	})
+}
+
 func mustResponsesEventsFromChatChunk(t *testing.T, state *ChatToResponsesStreamState, chunk *dto.ChatCompletionsStreamResponse) []ChatToResponsesStreamEvent {
 	t.Helper()
 	events, err := ChatCompletionsStreamChunkToResponsesEvents(chunk, state)
diff --git a/relaykit/relayconvert/internal/oai_chat/to_oai_responses_stream_resp.go b/relaykit/relayconvert/internal/oai_chat/to_oai_responses_stream_resp.go
index f858c6e..6643ef5 100644
--- a/relaykit/relayconvert/internal/oai_chat/to_oai_responses_stream_resp.go
+++ b/relaykit/relayconvert/internal/oai_chat/to_oai_responses_stream_resp.go
@@ -8,6 +8,7 @@ import (
 	"time"
 
 	"github.com/QuantumNous/new-api/relaykit/dto"
+	"github.com/QuantumNous/new-api/relaykit/relayconvert/convmeta"
 	kitutil "github.com/QuantumNous/new-api/relaykit/relayconvert/kitutil"
 )
 
@@ -25,6 +26,9 @@ type ChatToResponsesStreamState struct {
 	// EmitSequenceNumber enables the required sequence_number field for current
 	// Responses API SSE consumers while preserving the legacy relaykit default.
 	EmitSequenceNumber bool
+	// Tools marks the Chat function calls that encode Responses custom tools;
+	// they are streamed back as custom_tool_call items.
+	Tools *convmeta.ResponsesToolState
 
 	status             string
 	incompleteDetails  *dto.IncompleteDetails
@@ -44,6 +48,17 @@ type ChatToResponsesStreamState struct {
 	text               strings.Builder
 	annotations        []any
 	reasoning          strings.Builder
+	// usageText collects every text, reasoning, and tool argument delta sent
+	// to the client. It is the missing-usage estimate and tells whether any
+	// output reached the client.
+	usageText strings.Builder
+	// A mid-stream finish_reason closes the message and reasoning items. Deltas that
+	// arrive afterwards open a fresh item (next segment ordinal) instead of touching the
+	// closed one; the closed items are snapshotted so the final response keeps them.
+	textSegment      int
+	reasoningSegment int
+	closedMessages   []dto.ResponsesOutput
+	closedReasonings []dto.ResponsesOutput
 }
 
 type chatToResponsesStreamTool struct {
@@ -53,11 +68,16 @@ type chatToResponsesStreamTool struct {
 	CallID      string
 	Name        string
 	Arguments   strings.Builder
-	Done        bool
+	// Announced records that output_item.added was sent. Custom reports that
+	// the call restores a Responses custom tool; it is fixed at announcement.
+	Announced bool
+	Custom    bool
+	Done      bool
 }
 
 type chatToResponsesOutputRef struct {
 	Kind      string
+	Segment   int
 	ToolIndex int
 	HostedID  string
 }
@@ -386,12 +406,13 @@ func (s *ChatToResponsesStreamState) UsageText() string {
 	if s == nil {
 		return ""
 	}
-	return s.text.String()
+	return s.usageText.String()
 }
 
 func (s *ChatToResponsesStreamState) appendTextDelta(delta string) []ChatToResponsesStreamEvent {
 	events := s.startText()
 	s.text.WriteString(delta)
+	s.usageText.WriteString(delta)
 	events = append(events, s.event(responsesEventOutputTextDelta, dto.ResponsesStreamResponse{
 		Type:         responsesEventOutputTextDelta,
 		OutputIndex:  intPtr(s.textOutputIndex),
@@ -403,9 +424,16 @@ func (s *ChatToResponsesStreamState) appendTextDelta(delta string) []ChatToRespo
 }
 
 func (s *ChatToResponsesStreamState) startText() []ChatToResponsesStreamEvent {
+	if s.textDone {
+		s.textSegment++
+		s.textStarted = false
+		s.textDone = false
+		s.text.Reset()
+		s.annotations = nil
+	}
 	if !s.textStarted {
 		s.textStarted = true
-		s.textOutputIndex = s.nextIndex("message", -1)
+		s.textOutputIndex = s.nextIndex(chatToResponsesOutputRef{Kind: "message", Segment: s.textSegment})
 		return []ChatToResponsesStreamEvent{s.event(responsesEventOutputItemAdded, dto.ResponsesStreamResponse{
 			Type:        responsesEventOutputItemAdded,
 			OutputIndex: intPtr(s.textOutputIndex),
@@ -447,10 +475,16 @@ func (s *ChatToResponsesStreamState) appendAnnotationDelta(raw []byte) ([]ChatTo
 }
 
 func (s *ChatToResponsesStreamState) appendReasoningDelta(delta string) []ChatToResponsesStreamEvent {
-	events := make([]ChatToResponsesStreamEvent, 0, 2)
+	events := make([]ChatToResponsesStreamEvent, 0, 3)
+	if s.reasoningDone {
+		s.reasoningSegment++
+		s.reasoningStarted = false
+		s.reasoningDone = false
+		s.reasoning.Reset()
+	}
 	if !s.reasoningStarted {
 		s.reasoningStarted = true
-		s.reasoningIndex = s.nextIndex("reasoning", -1)
+		s.reasoningIndex = s.nextIndex(chatToResponsesOutputRef{Kind: "reasoning", Segment: s.reasoningSegment})
 		events = append(events, s.event(responsesEventOutputItemAdded, dto.ResponsesStreamResponse{
 			Type:        responsesEventOutputItemAdded,
 			OutputIndex: intPtr(s.reasoningIndex),
@@ -461,8 +495,16 @@ func (s *ChatToResponsesStreamState) appendReasoningDelta(delta string) []ChatTo
 				Summary: []dto.ResponsesReasoningSummaryPart{},
 			},
 		}))
+		events = append(events, s.event(responsesEventReasoningSummaryPartAdded, dto.ResponsesStreamResponse{
+			Type:         responsesEventReasoningSummaryPartAdded,
+			OutputIndex:  intPtr(s.reasoningIndex),
+			SummaryIndex: intPtr(0),
+			ItemID:       s.reasoningID(),
+			Part:         &dto.ResponsesReasoningSummaryPart{Type: "summary_text"},
+		}))
 	}
 	s.reasoning.WriteString(delta)
+	s.usageText.WriteString(delta)
 	events = append(events, s.event(responsesEventReasoningSummaryDelta, dto.ResponsesStreamResponse{
 		Type:         responsesEventReasoningSummaryDelta,
 		OutputIndex:  intPtr(s.reasoningIndex),
@@ -483,29 +525,15 @@ func (s *ChatToResponsesStreamState) appendToolCallDelta(toolCall dto.ToolCallRe
 	events := make([]ChatToResponsesStreamEvent, 0, 2)
 	if tool == nil {
 		tool = &chatToResponsesStreamTool{
-			ChatIndex:   chatIndex,
-			OutputIndex: s.nextIndex("tool", chatIndex),
-			CallID:      incomingID,
-			Name:        strings.TrimSpace(toolCall.Function.Name),
+			ChatIndex: chatIndex,
+			CallID:    incomingID,
+			Name:      strings.TrimSpace(toolCall.Function.Name),
 		}
 		tool.ItemID = incomingID
 		if tool.ItemID == "" {
 			tool.ItemID = fmt.Sprintf("%s_call_%d", s.ID, chatIndex)
 		}
 		s.toolsByIndex[chatIndex] = tool
-		events = append(events, s.event(responsesEventOutputItemAdded, dto.ResponsesStreamResponse{
-			Type:        responsesEventOutputItemAdded,
-			OutputIndex: intPtr(tool.OutputIndex),
-			ItemID:      tool.ItemID,
-			Item: &dto.ResponsesOutput{
-				Type:      responsesOutputTypeFunctionCall,
-				ID:        tool.ItemID,
-				Status:    "in_progress",
-				CallId:    tool.callID(),
-				Name:      tool.Name,
-				Arguments: []byte(`""`),
-			},
-		}))
 	}
 	if tool.Done {
 		return nil, fmt.Errorf("tool-call stream index %d received data after completion", chatIndex)
@@ -515,6 +543,9 @@ func (s *ChatToResponsesStreamState) appendToolCallDelta(toolCall dto.ToolCallRe
 			return nil, fmt.Errorf("tool-call stream index %d changed id from %q to %q", chatIndex, tool.CallID, incomingID)
 		}
 		tool.CallID = incomingID
+		if !tool.Announced {
+			tool.ItemID = incomingID
+		}
 	}
 	incomingName := strings.TrimSpace(toolCall.Function.Name)
 	if incomingName != "" {
@@ -523,18 +554,59 @@ func (s *ChatToResponsesStreamState) appendToolCallDelta(toolCall dto.ToolCallRe
 		}
 		tool.Name = incomingName
 	}
-	if toolCall.Function.Arguments != "" {
-		tool.Arguments.WriteString(toolCall.Function.Arguments)
+	delta := toolCall.Function.Arguments
+	tool.Arguments.WriteString(delta)
+	// A nameless call is invalid Responses output, so hold it back until a
+	// valid name arrives. Announcement also determines whether it is custom.
+	if !tool.Announced && tool.Name != "" {
+		events = append(events, s.announceTool(tool))
+		delta = tool.Arguments.String()
+	}
+	if tool.Announced {
+		// Announced calls reach the client; custom tool input at completion.
+		s.usageText.WriteString(delta)
+	}
+	// Custom tool input is unwrapped from the complete arguments at the end.
+	if tool.Announced && !tool.Custom && delta != "" {
 		events = append(events, s.event(responsesEventFunctionArgsDelta, dto.ResponsesStreamResponse{
 			Type:        responsesEventFunctionArgsDelta,
 			OutputIndex: intPtr(tool.OutputIndex),
 			ItemID:      tool.ItemID,
-			Delta:       toolCall.Function.Arguments,
+			Delta:       delta,
 		}))
 	}
 	return events, nil
 }
 
+// announceTool also allocates the output index, so a held tool never ends up
+// behind items that were added to the stream before it.
+func (s *ChatToResponsesStreamState) announceTool(tool *chatToResponsesStreamTool) ChatToResponsesStreamEvent {
+	tool.Announced = true
+	tool.OutputIndex = s.nextIndex(chatToResponsesOutputRef{Kind: "tool", ToolIndex: tool.ChatIndex})
+	tool.Custom = s.Tools.IsCustomTool(tool.Name)
+	namespace, name := s.Tools.ResponsesToolName(tool.Name)
+	item := &dto.ResponsesOutput{
+		Type:      responsesOutputTypeFunctionCall,
+		ID:        tool.ItemID,
+		Status:    "in_progress",
+		CallId:    tool.callID(),
+		Name:      name,
+		Namespace: namespace,
+		Arguments: []byte(`""`),
+	}
+	if tool.Custom {
+		item.Type = responsesOutputTypeCustomToolCall
+		item.Arguments = nil
+		item.Input = []byte(`""`)
+	}
+	return s.event(responsesEventOutputItemAdded, dto.ResponsesStreamResponse{
+		Type:        responsesEventOutputItemAdded,
+		OutputIndex: intPtr(tool.OutputIndex),
+		ItemID:      tool.ItemID,
+		Item:        item,
+	})
+}
+
 func (s *ChatToResponsesStreamState) doneDeltaEvents() []ChatToResponsesStreamEvent {
 	events := make([]ChatToResponsesStreamEvent, 0)
 	status := s.outputStatus()
@@ -550,11 +622,13 @@ func (s *ChatToResponsesStreamState) doneDeltaEvents() []ChatToResponsesStreamEv
 			textDone.Text = kitutil.GetPointer(s.text.String())
 		}
 		events = append(events, s.event("response.output_text.done", textDone))
+		closedMessage := s.messageOutput(status)
 		events = append(events, s.event(responsesEventOutputItemDone, dto.ResponsesStreamResponse{
 			Type:        responsesEventOutputItemDone,
 			OutputIndex: intPtr(s.textOutputIndex),
-			Item:        s.messageOutput(status),
+			Item:        closedMessage,
 		}))
+		s.closedMessages = append(s.closedMessages, *closedMessage)
 	}
 	if s.reasoningStarted && !s.reasoningDone {
 		s.reasoningDone = true
@@ -573,27 +647,71 @@ func (s *ChatToResponsesStreamState) doneDeltaEvents() []ChatToResponsesStreamEv
 			reasoningDone.Part = nil
 		}
 		events = append(events, s.event(responsesEventReasoningSummaryDone, reasoningDone))
+		events = append(events, s.event(responsesEventReasoningSummaryPartDone, dto.ResponsesStreamResponse{
+			Type:         responsesEventReasoningSummaryPartDone,
+			OutputIndex:  intPtr(s.reasoningIndex),
+			SummaryIndex: intPtr(0),
+			ItemID:       s.reasoningID(),
+			Part: &dto.ResponsesReasoningSummaryPart{
+				Type: "summary_text",
+				Text: s.reasoning.String(),
+			},
+		}))
+		closedReasoning := s.reasoningOutput(status)
 		events = append(events, s.event(responsesEventOutputItemDone, dto.ResponsesStreamResponse{
 			Type:        responsesEventOutputItemDone,
 			OutputIndex: intPtr(s.reasoningIndex),
-			Item:        s.reasoningOutput(status),
+			Item:        closedReasoning,
 		}))
+		s.closedReasonings = append(s.closedReasonings, *closedReasoning)
 	}
 	for _, tool := range s.sortedTools() {
 		if tool.Done {
 			continue
 		}
 		tool.Done = true
-		argumentsDone := dto.ResponsesStreamResponse{
-			Type:        responsesEventFunctionArgsDone,
-			OutputIndex: intPtr(tool.OutputIndex),
-			ItemID:      tool.ItemID,
+		if !tool.Announced {
+			if tool.Name == "" {
+				continue
+			}
+			events = append(events, s.announceTool(tool))
+			if !tool.Custom && tool.Arguments.Len() > 0 {
+				events = append(events, s.event(responsesEventFunctionArgsDelta, dto.ResponsesStreamResponse{
+					Type:        responsesEventFunctionArgsDelta,
+					OutputIndex: intPtr(tool.OutputIndex),
+					ItemID:      tool.ItemID,
+					Delta:       tool.Arguments.String(),
+				}))
+			}
 		}
-		if s.EmitSequenceNumber {
-			argumentsDone.Arguments = kitutil.GetPointer(tool.Arguments.String())
-			argumentsDone.Name = tool.Name
+		if tool.Custom {
+			input := customToolInputFromArguments(tool.Arguments.String())
+			if input != "" {
+				events = append(events, s.event(responsesEventCustomToolInputDelta, dto.ResponsesStreamResponse{
+					Type:        responsesEventCustomToolInputDelta,
+					OutputIndex: intPtr(tool.OutputIndex),
+					ItemID:      tool.ItemID,
+					Delta:       input,
+				}))
+			}
+			events = append(events, s.event(responsesEventCustomToolInputDone, dto.ResponsesStreamResponse{
+				Type:        responsesEventCustomToolInputDone,
+				OutputIndex: intPtr(tool.OutputIndex),
+				ItemID:      tool.ItemID,
+				Input:       kitutil.GetPointer(input),
+			}))
+		} else {
+			argumentsDone := dto.ResponsesStreamResponse{
+				Type:        responsesEventFunctionArgsDone,
+				OutputIndex: intPtr(tool.OutputIndex),
+				ItemID:      tool.ItemID,
+			}
+			if s.EmitSequenceNumber {
+				argumentsDone.Arguments = kitutil.GetPointer(tool.Arguments.String())
+				_, argumentsDone.Name = s.Tools.ResponsesToolName(tool.Name)
+			}
+			events = append(events, s.event(responsesEventFunctionArgsDone, argumentsDone))
 		}
-		events = append(events, s.event(responsesEventFunctionArgsDone, argumentsDone))
 		events = append(events, s.event(responsesEventOutputItemDone, dto.ResponsesStreamResponse{
 			Type:        responsesEventOutputItemDone,
 			OutputIndex: intPtr(tool.OutputIndex),
@@ -649,8 +767,20 @@ func (s *ChatToResponsesStreamState) finalResponse() *dto.OpenAIResponsesRespons
 	for _, ref := range s.outputOrder {
 		switch ref.Kind {
 		case "message":
+			if ref.Segment < len(s.closedMessages) {
+				closed := s.closedMessages[ref.Segment]
+				closed.Status = status
+				output = append(output, closed)
+				continue
+			}
 			output = append(output, *s.messageOutput(status))
 		case "reasoning":
+			if ref.Segment < len(s.closedReasonings) {
+				closed := s.closedReasonings[ref.Segment]
+				closed.Status = status
+				output = append(output, closed)
+				continue
+			}
 			output = append(output, *s.reasoningOutput(status))
 		case "tool":
 			if tool := s.toolsByIndex[ref.ToolIndex]; tool != nil {
@@ -685,10 +815,10 @@ func (s *ChatToResponsesStreamState) createdResponse() *dto.OpenAIResponsesRespo
 	}
 }
 
-func (s *ChatToResponsesStreamState) nextIndex(kind string, toolIndex int) int {
+func (s *ChatToResponsesStreamState) nextIndex(ref chatToResponsesOutputRef) int {
 	index := s.nextOutputIndex
 	s.nextOutputIndex++
-	s.outputOrder = append(s.outputOrder, chatToResponsesOutputRef{Kind: kind, ToolIndex: toolIndex})
+	s.outputOrder = append(s.outputOrder, ref)
 	return index
 }
 
@@ -720,11 +850,11 @@ func (s *ChatToResponsesStreamState) outputStatus() string {
 }
 
 func (s *ChatToResponsesStreamState) messageID() string {
-	return fmt.Sprintf("%s_msg_0", s.ID)
+	return fmt.Sprintf("%s_msg_%d", s.ID, s.textSegment)
 }
 
 func (s *ChatToResponsesStreamState) reasoningID() string {
-	return fmt.Sprintf("%s_reasoning_0", s.ID)
+	return fmt.Sprintf("%s_reasoning_%d", s.ID, s.reasoningSegment)
 }
 
 func (s *ChatToResponsesStreamState) messageOutput(status string) *dto.ResponsesOutput {
@@ -762,12 +892,25 @@ func (s *ChatToResponsesStreamState) reasoningOutput(status string) *dto.Respons
 }
 
 func (s *ChatToResponsesStreamState) toolOutput(tool *chatToResponsesStreamTool, status string) *dto.ResponsesOutput {
+	namespace, name := s.Tools.ResponsesToolName(tool.Name)
+	if tool.Custom {
+		return &dto.ResponsesOutput{
+			Type:      responsesOutputTypeCustomToolCall,
+			ID:        tool.ItemID,
+			Status:    status,
+			CallId:    tool.callID(),
+			Name:      name,
+			Namespace: namespace,
+			Input:     chatArgumentsRawMessage(customToolInputFromArguments(tool.Arguments.String())),
+		}
+	}
 	return &dto.ResponsesOutput{
 		Type:      responsesOutputTypeFunctionCall,
 		ID:        tool.ItemID,
 		Status:    status,
 		CallId:    tool.callID(),
-		Name:      tool.Name,
+		Name:      name,
+		Namespace: namespace,
 		Arguments: chatArgumentsRawMessage(tool.Arguments.String()),
 	}
 }
diff --git a/relaykit/relayconvert/internal/oai_responses/req_helpers.go b/relaykit/relayconvert/internal/oai_responses/req_helpers.go
index c80f3e2..8baa08e 100644
--- a/relaykit/relayconvert/internal/oai_responses/req_helpers.go
+++ b/relaykit/relayconvert/internal/oai_responses/req_helpers.go
@@ -1,10 +1,12 @@
 package oairesponses
 
 import (
+	"context"
 	"fmt"
 	"strings"
 
 	"github.com/QuantumNous/new-api/relaykit/dto"
+	"github.com/QuantumNous/new-api/relaykit/relayconvert/internal/convdiag"
 	kitutil "github.com/QuantumNous/new-api/relaykit/relayconvert/kitutil"
 	"github.com/QuantumNous/new-api/relaykit/types"
 )
@@ -58,6 +60,29 @@ func InputItems(raw []byte) ([]map[string]any, error) {
 	return responsesInputItems(raw)
 }
 
+// omitTrailingAssistantText drops the assistant turns without tool calls that
+// end the converted conversation after a user turn or tool result. In
+// Responses they are history and the model answers with a new item; Claude and
+// Gemini would continue them as a prefill, which newer models reject with a
+// 400. Codex leaves them at the end of input when it retries a stream that
+// failed after an assistant message completed.
+func omitTrailingAssistantText[T any](c context.Context, turns []T, isUser, isAssistantText func(T) bool) []T {
+	end := len(turns)
+	for end > 0 && isAssistantText(turns[end-1]) {
+		end--
+	}
+	if end == len(turns) || end == 0 || !isUser(turns[end-1]) {
+		return turns
+	}
+	convdiag.Add(c, types.ConversionDiagnostic{
+		Code:     "trailing_assistant_omitted",
+		Path:     "input",
+		Message:  "assistant output after the last user message or tool result was omitted; the target protocol would continue it as a prefill",
+		Severity: types.ConversionDiagnosticWarning,
+	})
+	return turns[:end]
+}
+
 func responsesContentParts(content any) ([]map[string]any, error) {
 	switch typed := content.(type) {
 	case nil:
diff --git a/relaykit/relayconvert/internal/oai_responses/to_claude_messages_req.go b/relaykit/relayconvert/internal/oai_responses/to_claude_messages_req.go
index 66b3ab3..237f699 100644
--- a/relaykit/relayconvert/internal/oai_responses/to_claude_messages_req.go
+++ b/relaykit/relayconvert/internal/oai_responses/to_claude_messages_req.go
@@ -3,6 +3,7 @@ package oairesponses
 import (
 	"context"
 	"fmt"
+	"slices"
 	"strings"
 
 	"github.com/QuantumNous/new-api/relaykit/dto"
@@ -12,6 +13,7 @@ import (
 	sharedclaude "github.com/QuantumNous/new-api/relaykit/relayconvert/internal/shared/claude"
 	kitutil "github.com/QuantumNous/new-api/relaykit/relayconvert/kitutil"
 	"github.com/QuantumNous/new-api/relaykit/relayconvert/reasoning"
+	"github.com/QuantumNous/new-api/relaykit/types"
 )
 
 func convertOpenAIResponsesRequestToClaudeMessages(c context.Context, info convmeta.Meta, request any) (any, error) {
@@ -94,11 +96,26 @@ func OpenAIResponsesRequestToClaudeMessages(c context.Context, info convmeta.Met
 		itemType := strings.TrimSpace(kitutil.Interface2String(item["type"]))
 		switch itemType {
 		case ResponsesInputTypeFunctionCall:
-			claudeRequest.Messages = appendClaudeToolUse(claudeRequest.Messages, responsesFunctionCallItemToClaudeToolUse(item, "arguments"))
+			claudeRequest.Messages = appendClaudeToolUse(claudeRequest.Messages, responsesFunctionCallItemToClaudeToolUse(item))
 		case ResponsesInputTypeCustomToolCall:
-			claudeRequest.Messages = appendClaudeToolUse(claudeRequest.Messages, responsesFunctionCallItemToClaudeToolUse(item, "input"))
+			name := responsesCallName(item)
+			if name == "" {
+				return nil, fmt.Errorf("custom_tool_call item is missing name")
+			}
+			// The custom tool is declared as a function taking one string
+			// argument, so its raw input is replayed in that shape.
+			claudeRequest.Messages = appendClaudeToolUse(claudeRequest.Messages, dto.ClaudeMediaMessage{
+				Type:  "tool_use",
+				Id:    CallID(item),
+				Name:  name,
+				Input: map[string]any{convmeta.CustomToolInputArgument: responsesArgumentsString(item["input"])},
+			})
 		case ResponsesInputTypeFunctionCallOutput, ResponsesInputTypeCustomToolOutput:
-			claudeRequest.Messages = appendClaudeToolResult(claudeRequest.Messages, responsesFunctionOutputItemToClaudeToolResult(item))
+			claudeRequest.Messages = appendClaudeToolResult(claudeRequest.Messages, dto.ClaudeMediaMessage{
+				Type:      "tool_result",
+				ToolUseId: CallID(item),
+				Content:   responsesToolOutputToClaude(c, item["output"]),
+			})
 		default:
 			sourceRole := strings.TrimSpace(kitutil.Interface2String(item["role"]))
 			role := responsesClaudeRole(sourceRole)
@@ -131,6 +148,11 @@ func OpenAIResponsesRequestToClaudeMessages(c context.Context, info convmeta.Met
 			})
 		}
 	}
+	claudeRequest.Messages = omitTrailingAssistantText(c, claudeRequest.Messages,
+		func(message dto.ClaudeMessage) bool { return message.Role == "user" },
+		func(message dto.ClaudeMessage) bool {
+			return message.Role == "assistant" && !slices.ContainsFunc(claudeMessageContentParts(message.Content), func(part dto.ClaudeMediaMessage) bool { return part.Type == "tool_use" })
+		})
 
 	if len(systemMessages) > 0 {
 		claudeRequest.System = systemMessages
@@ -181,50 +203,81 @@ func responsesInputContentToClaudeMediaMessages(c context.Context, content any)
 			if source == nil {
 				continue
 			}
-			base64Data, mimeType, err := relaymedia.ResolveBase64Data(c, source, "formatting Responses input for Claude")
-			if err != nil {
-				return nil, fmt.Errorf("get file data failed: %s", err.Error())
+			// Claude content blocks carry images, PDF documents, and text
+			// documents; audio and video have no Claude block.
+			reason := fmt.Sprintf("Claude Messages cannot carry %s content", partType)
+			var block dto.ClaudeMediaMessage
+			if partType == "input_image" || partType == "input_file" {
+				base64Data, mimeType, err := relaymedia.ResolveBase64Data(c, source, "formatting Responses input for Claude")
+				if err != nil {
+					return nil, fmt.Errorf("get file data failed: %s", err.Error())
+				}
+				block, reason = sharedclaude.MediaBlock(base64Data, mimeType, partType == "input_image")
 			}
-			claudePart := dto.ClaudeMediaMessage{
-				Source: &dto.ClaudeMessageSource{
-					Type:      "base64",
-					MediaType: mimeType,
-					Data:      base64Data,
-				},
+			if reason != "" {
+				convdiag.Add(c, types.ConversionDiagnostic{
+					Code:     "unsupported_media_type",
+					Path:     "input.content",
+					Message:  reason + "; the part was omitted",
+					Severity: types.ConversionDiagnosticError,
+				})
+				continue
 			}
-			if strings.HasPrefix(mimeType, "application/pdf") {
-				claudePart.Type = "document"
-			} else {
-				claudePart.Type = "image"
-			}
-			parts = append(parts, claudePart)
+			parts = append(parts, block)
 		}
 	}
 	return parts, nil
 }
 
-func responsesFunctionCallItemToClaudeToolUse(item map[string]any, inputKey string) dto.ClaudeMediaMessage {
+func responsesFunctionCallItemToClaudeToolUse(item map[string]any) dto.ClaudeMediaMessage {
 	return dto.ClaudeMediaMessage{
 		Type:  "tool_use",
 		Id:    CallID(item),
-		Name:  strings.TrimSpace(kitutil.Interface2String(item["name"])),
-		Input: ObjectValue(item[inputKey], inputKey),
+		Name:  responsesCallName(item),
+		Input: ObjectValue(item["arguments"], "arguments"),
 	}
 }
 
-func responsesFunctionOutputItemToClaudeToolResult(item map[string]any) dto.ClaudeMediaMessage {
-	return dto.ClaudeMediaMessage{
-		Type:      "tool_result",
-		ToolUseId: CallID(item),
-		Content:   responsesToolOutputValue(item["output"]),
+// responsesToolOutputToClaude maps a function_call_output payload onto Claude
+// tool_result content. A Responses content-part array becomes the text, image,
+// and document blocks tool_result accepts; stringifying it instead would hand
+// base64 media to the upstream text tokenizer. An array holding any other part
+// type, or media that cannot be resolved, keeps the stringified form, and other
+// payload shapes pass through unchanged.
+func responsesToolOutputToClaude(c context.Context, value any) any {
+	rawParts, ok := value.([]any)
+	if !ok || len(rawParts) == 0 {
+		if value == nil {
+			return ""
+		}
+		return value
 	}
-}
-
-func responsesToolOutputValue(value any) any {
-	if value == nil {
-		return ""
+	labels := make([]string, 0, len(rawParts))
+	for _, rawPart := range rawParts {
+		part, isMap := rawPart.(map[string]any)
+		if !isMap {
+			return responseToolOutputToChatContent(value)
+		}
+		switch partType := strings.TrimSpace(kitutil.Interface2String(part["type"])); partType {
+		case "input_text", "output_text", "text":
+		case "input_image", "input_file", "input_audio", "input_video":
+			if label := "[" + strings.TrimPrefix(partType, "input_") + "]"; !slices.Contains(labels, label) {
+				labels = append(labels, label)
+			}
+		default:
+			return responseToolOutputToChatContent(value)
+		}
 	}
-	return value
+	blocks, err := responsesInputContentToClaudeMediaMessages(c, rawParts)
+	if err != nil {
+		return responseToolOutputToChatContent(value)
+	}
+	if len(blocks) == 0 {
+		// Every media part was omitted with a diagnostic; name what was there
+		// instead of sending the payload as text.
+		return strings.Join(labels, " ")
+	}
+	return blocks
 }
 
 func appendClaudeToolUse(messages []dto.ClaudeMessage, toolUse dto.ClaudeMediaMessage) []dto.ClaudeMessage {
diff --git a/relaykit/relayconvert/internal/oai_responses/to_gemini_chat_req.go b/relaykit/relayconvert/internal/oai_responses/to_gemini_chat_req.go
index bf48aee..64203cc 100644
--- a/relaykit/relayconvert/internal/oai_responses/to_gemini_chat_req.go
+++ b/relaykit/relayconvert/internal/oai_responses/to_gemini_chat_req.go
@@ -2,6 +2,7 @@ package oairesponses
 
 import (
 	"fmt"
+	"slices"
 	"strings"
 
 	"context"
@@ -13,21 +14,9 @@ import (
 	sharedgemini "github.com/QuantumNous/new-api/relaykit/relayconvert/internal/shared/gemini"
 	kitutil "github.com/QuantumNous/new-api/relaykit/relayconvert/kitutil"
 	"github.com/QuantumNous/new-api/relaykit/relayconvert/reasoning"
+	"github.com/QuantumNous/new-api/relaykit/types"
 )
 
-func convertOpenAIResponsesRequestToGeminiChat(c context.Context, info convmeta.Meta, request any) (any, error) {
-	responsesRequest, err := OpenAIResponsesRequestFromAny(request)
-	if err != nil {
-		return nil, err
-	}
-
-	prepared, err := PrepareOpenAIResponsesRequest(*responsesRequest)
-	if err != nil {
-		return nil, err
-	}
-	return OpenAIResponsesRequestToGeminiChat(c, &prepared, info)
-}
-
 func OpenAIResponsesRequestToGeminiChat(c context.Context, req *dto.OpenAIResponsesRequest, info convmeta.Meta) (*dto.GeminiChatRequest, error) {
 	opts := convmeta.OptionsOf(info)
 	if req == nil {
@@ -59,7 +48,7 @@ func OpenAIResponsesRequestToGeminiChat(c context.Context, req *dto.OpenAIRespon
 	if opts.Gemini.SupportsImagineModel(upstreamModelName) {
 		geminiRequest.GenerationConfig.ResponseModalities = []string{"TEXT", "IMAGE"}
 	}
-	if err := applyResponsesTextToGemini(req.Text, geminiRequest); err != nil {
+	if err := applyResponsesTextToGemini(c, req.Text, geminiRequest, opts.Gemini.SupportsJSONSchemaModel(upstreamModelName)); err != nil {
 		return nil, err
 	}
 	reasoningIntent, diagnostics, err := reasoning.FromOpenAIResponses(req)
@@ -134,12 +123,17 @@ func OpenAIResponsesRequestToGeminiChat(c context.Context, req *dto.OpenAIRespon
 	if err != nil {
 		return nil, err
 	}
+	// Multimodal function responses (media in functionResponse.parts) are
+	// documented for Gemini 3. Gemini 1.x and 2.x get tool media as ordinary
+	// inlineData parts after the function responses of the same turn.
+	modelID := strings.TrimPrefix(strings.ToLower(upstreamModelName), "models/")
+	toolMediaInFunctionResponse := !strings.HasPrefix(modelID, "gemini-1.") && !strings.HasPrefix(modelID, "gemini-2.")
 	callNames := make(map[string]string)
 	for _, item := range inputItems {
 		itemType := strings.TrimSpace(kitutil.Interface2String(item["type"]))
 		switch itemType {
-		case ResponsesInputTypeFunctionCall:
-			part, callID, err := responsesFunctionCallItemToGeminiPart(item)
+		case ResponsesInputTypeFunctionCall, ResponsesInputTypeCustomToolCall:
+			part, callID, err := responsesFunctionCallItemToGeminiPart(item, itemType)
 			if err != nil {
 				return nil, err
 			}
@@ -148,12 +142,14 @@ func OpenAIResponsesRequestToGeminiChat(c context.Context, req *dto.OpenAIRespon
 				callNames[callID] = part.FunctionCall.FunctionName
 			}
 			appendGeminiContentPart(geminiRequest, "model", part)
-		case ResponsesInputTypeFunctionCallOutput:
-			part, err := responsesFunctionOutputItemToGeminiPart(item, callNames)
+		case ResponsesInputTypeFunctionCallOutput, ResponsesInputTypeCustomToolOutput:
+			part, media, err := responsesFunctionOutputItemToGeminiPart(c, item, callNames, toolMediaInFunctionResponse)
 			if err != nil {
 				return nil, err
 			}
 			appendGeminiContentPart(geminiRequest, "user", part)
+			turn := &geminiRequest.Contents[len(geminiRequest.Contents)-1]
+			turn.Parts = append(turn.Parts, media...)
 		default:
 			role := responsesGeminiRole(item)
 			parts, err := responsesInputContentToGeminiParts(c, item["content"])
@@ -176,6 +172,11 @@ func OpenAIResponsesRequestToGeminiChat(c context.Context, req *dto.OpenAIRespon
 			}
 		}
 	}
+	geminiRequest.Contents = omitTrailingAssistantText(c, geminiRequest.Contents,
+		func(content dto.GeminiChatContent) bool { return content.Role == "user" },
+		func(content dto.GeminiChatContent) bool {
+			return content.Role == "model" && !slices.ContainsFunc(content.Parts, func(part dto.GeminiPart) bool { return part.FunctionCall != nil })
+		})
 
 	if len(systemTexts) > 0 {
 		geminiRequest.SystemInstructions = &dto.GeminiChatContent{
@@ -186,7 +187,7 @@ func OpenAIResponsesRequestToGeminiChat(c context.Context, req *dto.OpenAIRespon
 	return geminiRequest, nil
 }
 
-func applyResponsesTextToGemini(raw []byte, geminiRequest *dto.GeminiChatRequest) error {
+func applyResponsesTextToGemini(c context.Context, raw []byte, geminiRequest *dto.GeminiChatRequest, jsonSchema bool) error {
 	responseFormat, err := RequestTextToChatResponseFormat(raw)
 	if err != nil {
 		return err
@@ -200,11 +201,7 @@ func applyResponsesTextToGemini(raw []byte, geminiRequest *dto.GeminiChatRequest
 		return nil
 	}
 
-	var jsonSchema dto.FormatJsonSchema
-	if err := kitutil.Unmarshal(responseFormat.JsonSchema, &jsonSchema); err != nil {
-		return nil
-	}
-	geminiRequest.GenerationConfig.ResponseSchema = sharedgemini.RemoveAdditionalProperties(jsonSchema.Schema, 0)
+	sharedgemini.ApplyResponseSchema(c, &geminiRequest.GenerationConfig, responseFormat.JsonSchema, "text.format.schema", jsonSchema)
 	return nil
 }
 
@@ -243,7 +240,7 @@ func responsesContentPartToGeminiParts(c context.Context, part map[string]any) (
 		if err != nil {
 			return nil, fmt.Errorf("get file data from '%s' failed: %w", source.GetIdentifier(), err)
 		}
-		if _, ok := sharedgemini.SupportedMimeTypes[strings.ToLower(mimeType)]; !ok {
+		if !sharedgemini.IsSupportedMimeType(mimeType) {
 			return nil, fmt.Errorf("mime type is not supported by Gemini: '%s', url: '%s', supported types are: %v", mimeType, source.GetIdentifier(), sharedgemini.SupportedMimeTypesList())
 		}
 		return []dto.GeminiPart{
@@ -259,58 +256,168 @@ func responsesContentPartToGeminiParts(c context.Context, part map[string]any) (
 	}
 }
 
-func responsesFunctionCallItemToGeminiPart(item map[string]any) (dto.GeminiPart, string, error) {
-	name := strings.TrimSpace(kitutil.Interface2String(item["name"]))
+func responsesFunctionCallItemToGeminiPart(item map[string]any, itemType string) (dto.GeminiPart, string, error) {
+	name := responsesCallName(item)
 	if name == "" {
-		return dto.GeminiPart{}, "", fmt.Errorf("function_call item is missing name")
+		return dto.GeminiPart{}, "", fmt.Errorf("%s item is missing name", itemType)
+	}
+	var arguments map[string]any
+	if itemType == ResponsesInputTypeCustomToolCall {
+		// The custom tool is declared as a function taking one string
+		// argument, so its raw input is replayed in that shape.
+		arguments = map[string]any{convmeta.CustomToolInputArgument: responsesArgumentsString(item["input"])}
+	} else {
+		arguments = ObjectValue(item["arguments"], "arguments")
 	}
 	callID := CallID(item)
 	return dto.GeminiPart{
 		FunctionCall: &dto.FunctionCall{
 			ID:           callID,
 			FunctionName: name,
-			Arguments:    ObjectValue(item["arguments"], "arguments"),
+			Arguments:    arguments,
 		},
 	}, callID, nil
 }
 
-func responsesFunctionOutputItemToGeminiPart(item map[string]any, callNames map[string]string) (dto.GeminiPart, error) {
+// responsesFunctionOutputItemToGeminiPart returns the functionResponse part
+// and, unless mediaInParts puts them into functionResponse.parts, the tool
+// media the caller sends as separate parts after the turn's function
+// responses.
+func responsesFunctionOutputItemToGeminiPart(c context.Context, item map[string]any, callNames map[string]string, mediaInParts bool) (dto.GeminiPart, []dto.GeminiPart, error) {
 	callID := CallID(item)
 	name := strings.TrimSpace(kitutil.Interface2String(item["name"]))
 	if name == "" {
 		name = callNames[callID]
 	}
+	output, media := responsesToolOutputToGemini(c, item["output"], mediaInParts)
 	response := &dto.GeminiFunctionResponse{
 		Name:     name,
-		Response: GeminiResponseMap(item["output"]),
+		Response: output,
+	}
+	if mediaInParts && len(media) > 0 {
+		parts, err := kitutil.Marshal(media)
+		if err != nil {
+			return dto.GeminiPart{}, nil, fmt.Errorf("failed to marshal function response parts: %w", err)
+		}
+		response.Parts = parts
+		media = nil
 	}
 	if callID != "" {
 		id, err := kitutil.Marshal(callID)
 		if err != nil {
-			return dto.GeminiPart{}, fmt.Errorf("failed to marshal function response ID: %w", err)
+			return dto.GeminiPart{}, nil, fmt.Errorf("failed to marshal function response ID: %w", err)
 		}
 		response.ID = id
 	}
 	return dto.GeminiPart{
 		FunctionResponse: response,
-	}, nil
+	}, media, nil
+}
+
+// responsesToolOutputToGemini maps a function_call_output payload onto a Gemini
+// functionResponse. A Responses content-part array keeps its text in response
+// and returns its media as inlineData parts; stringifying them instead would
+// hand base64 media to the upstream text tokenizer. Multimodal function
+// responses (mediaInParts) carry images and documents only; separate parts
+// carry every type Gemini accepts. Media that cannot be loaded or carried is
+// omitted with a diagnostic. An array holding any other part type, and every
+// other payload shape, keeps the historical response map.
+func responsesToolOutputToGemini(c context.Context, value any, mediaInParts bool) (map[string]any, []dto.GeminiPart) {
+	rawParts, ok := value.([]any)
+	if !ok || len(rawParts) == 0 {
+		return GeminiResponseMap(value), nil
+	}
+	parts := make([]map[string]any, 0, len(rawParts))
+	for _, rawPart := range rawParts {
+		part, isMap := rawPart.(map[string]any)
+		if !isMap {
+			return GeminiResponseMap(value), nil
+		}
+		switch strings.TrimSpace(kitutil.Interface2String(part["type"])) {
+		case "input_text", "output_text", "text", "input_image", "input_file", "input_audio", "input_video":
+		default:
+			return GeminiResponseMap(value), nil
+		}
+		parts = append(parts, part)
+	}
+
+	texts := make([]string, 0, len(parts))
+	labels := make([]string, 0, len(parts))
+	media := make([]dto.GeminiPart, 0, len(parts))
+	for _, part := range parts {
+		partType := strings.TrimSpace(kitutil.Interface2String(part["type"]))
+		switch partType {
+		case "input_text", "output_text", "text":
+			if text := kitutil.Interface2String(part["text"]); text != "" {
+				texts = append(texts, text)
+			}
+			continue
+		}
+		kind := strings.TrimPrefix(partType, "input_")
+		if label := "[" + kind + "]"; !slices.Contains(labels, label) {
+			labels = append(labels, label)
+		}
+		source := ContentPartToFileSource(part)
+		if source == nil {
+			continue
+		}
+		// The documented MIME list for multimodal function responses has no
+		// audio or video, and Gemini 3 ignores audio sent there.
+		reason := fmt.Sprintf("Gemini function responses cannot carry %s content", kind)
+		if !mediaInParts || kind == "image" || kind == "file" {
+			base64Data, mimeType, err := relaymedia.ResolveBase64Data(c, source, "formatting Responses tool output for Gemini")
+			topLevelType, _, _ := strings.Cut(strings.ToLower(mimeType), "/")
+			switch {
+			case err != nil:
+				reason = fmt.Sprintf("the %s could not be loaded", kind)
+			case sharedgemini.IsSupportedMimeType(mimeType) && (!mediaInParts || topLevelType != "audio" && topLevelType != "video"):
+				media = append(media, dto.GeminiPart{InlineData: &dto.GeminiInlineData{MimeType: mimeType, Data: base64Data}})
+				continue
+			default:
+				reason = fmt.Sprintf("Gemini function responses cannot carry %s content", mimeType)
+			}
+		}
+		convdiag.Add(c, types.ConversionDiagnostic{
+			Code:     "unsupported_media_type",
+			Path:     "input.output",
+			Message:  reason + "; the part was omitted",
+			Severity: types.ConversionDiagnosticError,
+		})
+	}
+
+	switch {
+	case len(texts) > 0:
+		return GeminiResponseMap(strings.Join(texts, "\n")), media
+	case len(media) > 0:
+		return map[string]any{}, media
+	default:
+		// Every media part was omitted; name what was there instead of
+		// sending the payload as text.
+		return GeminiResponseMap(strings.Join(labels, " ")), nil
+	}
 }
 
 func appendGeminiContentPart(req *dto.GeminiChatRequest, role string, part dto.GeminiPart) {
 	if len(req.Contents) > 0 && req.Contents[len(req.Contents)-1].Role == role {
-		if role == "model" && part.FunctionCall != nil {
-			parts := req.Contents[len(req.Contents)-1].Parts
-			insertAt := 0
+		parts := req.Contents[len(req.Contents)-1].Parts
+		insertAt := len(parts)
+		switch {
+		case role == "model" && part.FunctionCall != nil:
+			insertAt = 0
 			for insertAt < len(parts) && parts[insertAt].FunctionCall != nil {
 				insertAt++
 			}
-			parts = append(parts, dto.GeminiPart{})
-			copy(parts[insertAt+1:], parts[insertAt:])
-			parts[insertAt] = part
-			req.Contents[len(req.Contents)-1].Parts = parts
-			return
+		case part.FunctionResponse != nil:
+			// Tool media sent as separate parts stay after every function
+			// response of the turn, so a later response goes before them.
+			for i := len(parts) - 1; i >= 0; i-- {
+				if parts[i].FunctionResponse != nil {
+					insertAt = i + 1
+					break
+				}
+			}
 		}
-		req.Contents[len(req.Contents)-1].Parts = append(req.Contents[len(req.Contents)-1].Parts, part)
+		req.Contents[len(req.Contents)-1].Parts = slices.Insert(parts, insertAt, part)
 		return
 	}
 	req.Contents = append(req.Contents, dto.GeminiChatContent{
diff --git a/relaykit/relayconvert/internal/oai_responses/to_gemini_chat_req_preprocess.go b/relaykit/relayconvert/internal/oai_responses/to_gemini_chat_req_preprocess.go
deleted file mode 100644
index 7764465..0000000
--- a/relaykit/relayconvert/internal/oai_responses/to_gemini_chat_req_preprocess.go
+++ /dev/null
@@ -1,101 +0,0 @@
-package oairesponses
-
-import (
-	"strings"
-
-	"github.com/QuantumNous/new-api/relaykit/dto"
-	kitutil "github.com/QuantumNous/new-api/relaykit/relayconvert/kitutil"
-)
-
-const (
-	geminiResponsesInputTypeCustomToolCall       = "custom_tool_call"
-	geminiResponsesInputTypeCustomToolCallOutput = "custom_tool_call_output"
-	geminiResponsesInputTypeFunctionCallOutput   = "function_call_output"
-)
-
-const (
-	ResponsesInputTypeCustomToolCallOutput = geminiResponsesInputTypeCustomToolCallOutput
-)
-
-func PrepareOpenAIResponsesRequest(request dto.OpenAIResponsesRequest) (dto.OpenAIResponsesRequest, error) {
-	tools, err := filterGeminiResponsesTools(request.Tools)
-	if err != nil {
-		return request, err
-	}
-	request.Tools = tools
-
-	input, err := filterGeminiResponsesInput(request.Input)
-	if err != nil {
-		return request, err
-	}
-	request.Input = input
-
-	return request, nil
-}
-
-func filterGeminiResponsesTools(raw []byte) ([]byte, error) {
-	if !geminiRawJSONPresent(raw) || kitutil.GetJsonType(raw) != "array" {
-		return raw, nil
-	}
-
-	var tools []map[string]any
-	if err := kitutil.Unmarshal(raw, &tools); err != nil {
-		return nil, err
-	}
-
-	filtered := make([]map[string]any, 0, len(tools))
-	for _, tool := range tools {
-		if strings.TrimSpace(kitutil.Interface2String(tool["type"])) != "function" {
-			continue
-		}
-		filtered = append(filtered, tool)
-	}
-	if len(filtered) == 0 {
-		return nil, nil
-	}
-	return kitutil.Marshal(filtered)
-}
-
-func filterGeminiResponsesInput(raw []byte) ([]byte, error) {
-	if !geminiRawJSONPresent(raw) || kitutil.GetJsonType(raw) != "array" {
-		return raw, nil
-	}
-
-	var items []map[string]any
-	if err := kitutil.Unmarshal(raw, &items); err != nil {
-		return nil, err
-	}
-
-	skippedCustomCallIDs := make(map[string]struct{})
-	for _, item := range items {
-		if strings.TrimSpace(kitutil.Interface2String(item["type"])) != geminiResponsesInputTypeCustomToolCall {
-			continue
-		}
-		if callID := strings.TrimSpace(kitutil.Interface2String(item["call_id"])); callID != "" {
-			skippedCustomCallIDs[callID] = struct{}{}
-		}
-	}
-
-	filtered := make([]map[string]any, 0, len(items))
-	for _, item := range items {
-		itemType := strings.TrimSpace(kitutil.Interface2String(item["type"]))
-		switch itemType {
-		case geminiResponsesInputTypeCustomToolCall, geminiResponsesInputTypeCustomToolCallOutput:
-			continue
-		case geminiResponsesInputTypeFunctionCallOutput:
-			if _, ok := skippedCustomCallIDs[strings.TrimSpace(kitutil.Interface2String(item["call_id"]))]; ok {
-				continue
-			}
-		}
-		filtered = append(filtered, item)
-	}
-
-	return kitutil.Marshal(filtered)
-}
-
-func geminiRawJSONPresent(raw []byte) bool {
-	if len(raw) == 0 {
-		return false
-	}
-	return kitutil.GetJsonType(raw) != "null"
-}
diff --git a/relaykit/relayconvert/internal/oai_responses/to_oai_chat_req.go b/relaykit/relayconvert/internal/oai_responses/to_oai_chat_req.go
index 5ec9eb9..121a1a9 100644
--- a/relaykit/relayconvert/internal/oai_responses/to_oai_chat_req.go
+++ b/relaykit/relayconvert/internal/oai_responses/to_oai_chat_req.go
@@ -5,12 +5,16 @@ import (
 	"encoding/json"
 	"errors"
 	"fmt"
+	"slices"
 	"strings"
 
 	"github.com/QuantumNous/new-api/relaykit/dto"
+	"github.com/QuantumNous/new-api/relaykit/relayconvert/convmeta"
 	"github.com/QuantumNous/new-api/relaykit/relayconvert/internal/convdiag"
+	relaymedia "github.com/QuantumNous/new-api/relaykit/relayconvert/internal/media"
 	kitutil "github.com/QuantumNous/new-api/relaykit/relayconvert/kitutil"
 	"github.com/QuantumNous/new-api/relaykit/relayconvert/reasoning"
+	"github.com/QuantumNous/new-api/relaykit/types"
 )
 
 const (
@@ -38,7 +42,7 @@ func ResponsesRequestToChatCompletionsRequest(ctx context.Context, req *dto.Open
 		return nil, err
 	}
 
-	messages, err := responsesRequestMessagesToChat(req)
+	messages, err := responsesRequestMessagesToChat(ctx, req)
 	if err != nil {
 		return nil, err
 	}
@@ -139,7 +143,7 @@ func ValidateRequestChatUnsupportedFields(req *dto.OpenAIResponsesRequest) error
 	return validateResponsesRequestChatUnsupportedFields(req)
 }
 
-func responsesRequestMessagesToChat(req *dto.OpenAIResponsesRequest) ([]dto.Message, error) {
+func responsesRequestMessagesToChat(ctx context.Context, req *dto.OpenAIResponsesRequest) ([]dto.Message, error) {
 	messages := make([]dto.Message, 0)
 	if rawJSONPresent(req.Instructions) {
 		instructions, err := responsesJSONString(req.Instructions)
@@ -168,12 +172,25 @@ func responsesRequestMessagesToChat(req *dto.OpenAIResponsesRequest) ([]dto.Mess
 		if err := kitutil.Unmarshal(req.Input, &items); err != nil {
 			return nil, fmt.Errorf("invalid input array: %w", err)
 		}
+		// Chat Completions requires the tool messages answering one assistant tool_calls
+		// batch to stay contiguous, so media hoisted out of tool output items is
+		// held back and emitted as a single user message once the batch ends.
+		var pendingMedia []any
 		for _, item := range items {
-			nextMessages, err := responsesInputItemToChatMessages(item, messages)
+			itemType := strings.TrimSpace(kitutil.Interface2String(item["type"]))
+			if len(pendingMedia) > 0 && itemType != responsesInputTypeFunctionCallOutput && itemType != responsesInputTypeCustomToolOutput {
+				messages = append(messages, dto.Message{Role: "user", Content: pendingMedia})
+				pendingMedia = nil
+			}
+			nextMessages, media, err := responsesInputItemToChatMessages(ctx, item, messages)
 			if err != nil {
 				return nil, err
 			}
 			messages = nextMessages
+			pendingMedia = append(pendingMedia, media...)
+		}
+		if len(pendingMedia) > 0 {
+			messages = append(messages, dto.Message{Role: "user", Content: pendingMedia})
 		}
 		return messages, nil
 	default:
@@ -181,39 +198,42 @@ func responsesRequestMessagesToChat(req *dto.OpenAIResponsesRequest) ([]dto.Mess
 	}
 }
 
-func responsesInputItemToChatMessages(item map[string]any, messages []dto.Message) ([]dto.Message, error) {
+// responsesInputItemToChatMessages appends the Chat messages for one Responses input item.
+// The second result carries media content parts hoisted out of a tool output item,
+// already in Chat shape; the caller decides where that user message lands.
+func responsesInputItemToChatMessages(ctx context.Context, item map[string]any, messages []dto.Message) ([]dto.Message, []any, error) {
 	itemType := strings.TrimSpace(kitutil.Interface2String(item["type"]))
 	switch itemType {
 	case responsesInputTypeFunctionCall:
 		toolCall, err := responsesFunctionCallItemToChatToolCall(item)
 		if err != nil {
-			return nil, err
+			return nil, nil, err
 		}
-		return appendToolCallToLastAssistant(messages, toolCall), nil
+		return appendToolCallToLastAssistant(messages, toolCall), nil, nil
 	case responsesInputTypeCustomToolCall:
 		toolCall, err := responsesCustomToolCallItemToChatToolCall(item)
 		if err != nil {
-			return nil, err
+			return nil, nil, err
 		}
-		return appendToolCallToLastAssistant(messages, toolCall), nil
-	case responsesInputTypeFunctionCallOutput:
+		return appendToolCallToLastAssistant(messages, toolCall), nil, nil
+	case responsesInputTypeFunctionCallOutput, responsesInputTypeCustomToolOutput:
 		callID := strings.TrimSpace(kitutil.Interface2String(item["call_id"]))
-		content := responseToolOutputToChatContent(item["output"])
-		return append(messages, dto.Message{Role: "tool", ToolCallId: callID, Content: content}), nil
+		content, media := responsesToolOutputToChat(ctx, item["output"])
+		return append(messages, dto.Message{Role: "tool", ToolCallId: callID, Content: content}), media, nil
 	}
 
 	role := strings.TrimSpace(kitutil.Interface2String(item["role"]))
 	if role == "" {
 		role = "user"
 	}
-	content, err := responsesInputContentToChatContent(item["content"])
+	content, err := responsesInputContentToChatContent(ctx, item["content"])
 	if err != nil {
-		return nil, err
+		return nil, nil, err
 	}
-	return append(messages, dto.Message{Role: role, Content: content}), nil
+	return append(messages, dto.Message{Role: role, Content: content}), nil, nil
 }
 
-func responsesInputContentToChatContent(content any) (any, error) {
+func responsesInputContentToChatContent(ctx context.Context, content any) (any, error) {
 	if content == nil {
 		return "", nil
 	}
@@ -222,22 +242,23 @@ func responsesInputContentToChatContent(content any) (any, error) {
 	case string:
 		return value, nil
 	case []any:
-		return responsesContentPartsToChatContent(value)
+		return responsesContentPartsToChatContent(ctx, value)
 	case []map[string]any:
 		parts := make([]any, 0, len(value))
 		for _, part := range value {
 			parts = append(parts, part)
 		}
-		return responsesContentPartsToChatContent(parts)
+		return responsesContentPartsToChatContent(ctx, parts)
 	default:
 		return content, nil
 	}
 }
 
-func responsesContentPartsToChatContent(parts []any) (any, error) {
+func responsesContentPartsToChatContent(ctx context.Context, parts []any) (any, error) {
 	chatParts := make([]any, 0, len(parts))
 	var textOnly strings.Builder
 	onlyText := true
+	droppedFile := false
 
 	for _, rawPart := range parts {
 		part, ok := rawPart.(map[string]any)
@@ -264,10 +285,18 @@ func responsesContentPartsToChatContent(parts []any) (any, error) {
 			})
 		case "input_file":
 			onlyText = false
-			chatParts = append(chatParts, map[string]any{
-				"type": dto.ContentTypeFile,
-				"file": responsesFilePartToChatFile(part),
-			})
+			chatPart, reason := responsesFilePartToChat(ctx, part)
+			if reason != "" {
+				convdiag.Add(ctx, types.ConversionDiagnostic{
+					Code:     "unsupported_media_type",
+					Path:     "input.content",
+					Message:  reason + "; the file was omitted",
+					Severity: types.ConversionDiagnosticError,
+				})
+				droppedFile = true
+				continue
+			}
+			chatParts = append(chatParts, chatPart)
 		case "input_audio":
 			onlyText = false
 			chatParts = append(chatParts, map[string]any{
@@ -289,11 +318,15 @@ func responsesContentPartsToChatContent(parts []any) (any, error) {
 	if onlyText {
 		return textOnly.String(), nil
 	}
+	if len(chatParts) == 0 && droppedFile {
+		// Chat rejects an empty content array; name what was omitted instead.
+		return "[file]", nil
+	}
 	return chatParts, nil
 }
 
 func responsesFunctionCallItemToChatToolCall(item map[string]any) (dto.ToolCallRequest, error) {
-	name := strings.TrimSpace(kitutil.Interface2String(item["name"]))
+	name := responsesCallName(item)
 	if name == "" {
 		return dto.ToolCallRequest{}, errors.New("function_call item is missing name")
 	}
@@ -307,18 +340,26 @@ func responsesFunctionCallItemToChatToolCall(item map[string]any) (dto.ToolCallR
 	}, nil
 }
 
+// responsesCustomToolCallItemToChatToolCall encodes a custom tool call the same
+// way its definition reaches Chat Completions: a function call whose arguments
+// carry the raw input under the single "input" key.
 func responsesCustomToolCallItemToChatToolCall(item map[string]any) (dto.ToolCallRequest, error) {
-	raw, err := kitutil.Marshal(item)
+	name := responsesCallName(item)
+	if name == "" {
+		return dto.ToolCallRequest{}, errors.New("custom_tool_call item is missing name")
+	}
+	arguments, err := kitutil.Marshal(map[string]string{
+		convmeta.CustomToolInputArgument: responsesArgumentsString(item["input"]),
+	})
 	if err != nil {
 		return dto.ToolCallRequest{}, err
 	}
 	return dto.ToolCallRequest{
-		ID:     responsesCallID(item),
-		Type:   dto.CustomType,
-		Custom: raw,
+		ID:   responsesCallID(item),
+		Type: "function",
 		Function: dto.FunctionRequest{
-			Name:      strings.TrimSpace(kitutil.Interface2String(item["name"])),
-			Arguments: responsesArgumentsString(item["input"]),
+			Name:      name,
+			Arguments: string(arguments),
 		},
 	}, nil
 }
@@ -443,6 +484,12 @@ func RequestTextToChatResponseFormat(raw json.RawMessage) (*dto.ResponseFormat,
 
 func responsesImagePartToChatImageURL(part map[string]any) any {
 	if imageURL, ok := part["image_url"]; ok {
+		// Chat Completions takes the URL inside an object. detail is left out:
+		// Chat upstreams that validate it with older OpenAI SDKs reject newer
+		// values such as "original".
+		if url, ok := imageURL.(string); ok {
+			return map[string]any{"url": url}
+		}
 		return imageURL
 	}
 	imageURL := map[string]any{}
@@ -457,20 +504,52 @@ func responsesImagePartToChatImageURL(part map[string]any) any {
 	return imageURL
 }
 
-func responsesFilePartToChatFile(part map[string]any) any {
-	if file, ok := part["file"]; ok {
-		return file
+// responsesFilePartToChat maps a Responses input_file onto Chat Completions,
+// whose file part takes only PDF data or an uploaded file_id and no file URL.
+// Files given by data or URL are loaded through the media resolver: PDF
+// becomes a Chat file part with inline data and text files become a text
+// part. A non-empty reason means Chat cannot carry the file.
+func responsesFilePartToChat(ctx context.Context, part map[string]any) (map[string]any, string) {
+	fields := part
+	if nested, ok := part["file"].(map[string]any); ok {
+		fields = nested
 	}
-	file := map[string]any{}
-	for _, key := range []string{"file_id", "file_data", "filename", "file_url"} {
-		if value, ok := part[key]; ok {
-			file[key] = value
+	filename := strings.TrimSpace(kitutil.Interface2String(fields["filename"]))
+	source := ContentPartToFileSource(part)
+	if source == nil {
+		fileID := strings.TrimSpace(kitutil.Interface2String(fields["file_id"]))
+		if fileID == "" {
+			return nil, "input_file carries no file_data, file_url, or file_id"
 		}
+		file := map[string]any{"file_id": fileID}
+		if filename != "" {
+			file["filename"] = filename
+		}
+		return map[string]any{"type": dto.ContentTypeFile, "file": file}, ""
 	}
-	if len(file) == 0 {
-		return part
+	base64Data, mimeType, err := relaymedia.ResolveBase64Data(ctx, source, "formatting Responses input file for Chat")
+	if err != nil {
+		return nil, fmt.Sprintf("input_file could not be loaded: %s", err.Error())
 	}
-	return file
+	mediaType, _, _ := strings.Cut(strings.ToLower(strings.TrimSpace(mimeType)), ";")
+	mediaType = strings.TrimSpace(mediaType)
+	switch {
+	case mediaType == "application/pdf":
+		if filename == "" {
+			filename = "document.pdf"
+		}
+		return map[string]any{"type": dto.ContentTypeFile, "file": map[string]any{
+			"filename":  filename,
+			"file_data": "data:application/pdf;base64," + base64Data,
+		}}, ""
+	case relaymedia.IsTextMimeType(mediaType):
+		text, ok := relaymedia.DecodeText(base64Data)
+		if !ok {
+			return nil, fmt.Sprintf("input_file of MIME type %q could not be decoded as UTF-8 text", mimeType)
+		}
+		return map[string]any{"type": dto.ContentTypeText, "text": text}, ""
+	}
+	return nil, fmt.Sprintf("OpenAI Chat Completions file parts accept only PDF, not %q", mimeType)
 }
 
 func responsesVideoPartToChatVideoURL(part map[string]any) any {
@@ -514,6 +593,17 @@ func CallID(item map[string]any) string {
 	return responsesCallID(item)
 }
 
+// responsesCallName is the upstream function name of a function_call or
+// custom_tool_call item: a call made in a tool namespace uses the name its
+// flattened definition was sent with.
+func responsesCallName(item map[string]any) string {
+	name := strings.TrimSpace(kitutil.Interface2String(item["name"]))
+	if name == "" {
+		return ""
+	}
+	return convmeta.NamespacedToolName(strings.TrimSpace(kitutil.Interface2String(item["namespace"])), name)
+}
+
 func responsesArgumentsString(value any) string {
 	switch v := value.(type) {
 	case nil:
@@ -544,6 +634,57 @@ func responseToolOutputToChatContent(value any) any {
 	}
 }
 
+// responsesToolOutputToChat maps a function_call_output payload onto Chat Completions, where a
+// tool message may only carry text. A Responses content-part array keeps its text on the tool
+// message and returns the media parts in Chat shape for the caller to hoist into a user message;
+// stringifying them instead would hand base64 image data to the upstream text tokenizer. Any
+// other payload shape (string, object, plain JSON array) keeps the historical stringified form.
+func responsesToolOutputToChat(ctx context.Context, value any) (any, []any) {
+	rawParts, ok := value.([]any)
+	if !ok || len(rawParts) == 0 {
+		return responseToolOutputToChatContent(value), nil
+	}
+
+	texts := make([]string, 0, len(rawParts))
+	mediaParts := make([]any, 0, len(rawParts))
+	labels := make([]string, 0, len(rawParts))
+	for _, rawPart := range rawParts {
+		part, ok := rawPart.(map[string]any)
+		if !ok {
+			return responseToolOutputToChatContent(value), nil
+		}
+		partType := strings.TrimSpace(kitutil.Interface2String(part["type"]))
+		switch partType {
+		case "input_text", "output_text", "text":
+			if text := kitutil.Interface2String(part["text"]); text != "" {
+				texts = append(texts, text)
+			}
+		case "input_image", "input_file", "input_audio", "input_video":
+			mediaParts = append(mediaParts, part)
+			label := "[" + strings.TrimPrefix(partType, "input_") + "]"
+			if !slices.Contains(labels, label) {
+				labels = append(labels, label)
+			}
+		default:
+			return responseToolOutputToChatContent(value), nil
+		}
+	}
+	if len(mediaParts) == 0 {
+		return strings.Join(texts, "\n"), nil
+	}
+
+	converted, err := responsesContentPartsToChatContent(ctx, mediaParts)
+	if err != nil {
+		return responseToolOutputToChatContent(value), nil
+	}
+	media, _ := converted.([]any)
+	if len(texts) == 0 {
+		// Upstreams reject empty tool content; the media itself rides on the hoisted user message.
+		return strings.Join(labels, " "), media
+	}
+	return strings.Join(texts, "\n"), media
+}
+
 func responsesRawFloat(raw json.RawMessage) (*float64, error) {
 	if !rawJSONPresent(raw) {
 		return nil, nil
diff --git a/relaykit/relayconvert/internal/oai_responses/to_oai_chat_req_test.go b/relaykit/relayconvert/internal/oai_responses/to_oai_chat_req_test.go
index 0949632..8350b78 100644
--- a/relaykit/relayconvert/internal/oai_responses/to_oai_chat_req_test.go
+++ b/relaykit/relayconvert/internal/oai_responses/to_oai_chat_req_test.go
@@ -233,29 +233,44 @@ func TestResponsesRequestToChatCompletionsRequestToolsToolChoiceAndTextFormat(t
 	assert.True(t, gjson.GetBytes(got.ResponseFormat.JsonSchema, "strict").Bool())
 }
 
-func TestResponsesRequestToChatCompletionsRequestCustomToolCallPreservesRawShape(t *testing.T) {
+func TestResponsesRequestToChatCompletionsRequestEncodesCustomToolHistoryAsFunction(t *testing.T) {
 	got, err := ResponsesRequestToChatCompletionsRequest(context.Background(), &dto.OpenAIResponsesRequest{
 		Model: "gpt-test",
 		Input: mustRawMessage(t, []map[string]any{
 			{
 				"type":    "custom_tool_call",
 				"call_id": "call_custom",
-				"name":    "apply_patch",
-				"input":   "patch body",
+				"name":    "exec",
+				"input":   "echo \"hi\" && ls",
+			},
+			{
+				"type":    "custom_tool_call_output",
+				"call_id": "call_custom",
+				"output":  "hi",
 			},
 		}),
 	})
 	require.NoError(t, err)
 
-	require.Len(t, got.Messages, 1)
+	require.Len(t, got.Messages, 2)
 	toolCalls := got.Messages[0].ParseToolCalls()
 	require.Len(t, toolCalls, 1)
-	assert.Equal(t, dto.CustomType, toolCalls[0].Type)
+	assert.Equal(t, "function", toolCalls[0].Type)
 	assert.Equal(t, "call_custom", toolCalls[0].ID)
-	assert.Equal(t, "apply_patch", toolCalls[0].Function.Name)
-	assert.Equal(t, "patch body", toolCalls[0].Function.Arguments)
-	assert.Equal(t, "custom_tool_call", gjson.GetBytes(toolCalls[0].Custom, "type").String())
-	assert.Equal(t, "patch body", gjson.GetBytes(toolCalls[0].Custom, "input").String())
+	assert.Equal(t, "exec", toolCalls[0].Function.Name)
+	assert.Equal(t, `echo "hi" && ls`, gjson.Get(toolCalls[0].Function.Arguments, "input").String())
+	assert.Empty(t, toolCalls[0].Custom)
+	assert.Equal(t, dto.Message{Role: "tool", ToolCallId: "call_custom", Content: "hi"}, got.Messages[1])
+}
+
+func TestResponsesRequestToChatCompletionsRequestRejectsNamelessCustomToolCall(t *testing.T) {
+	_, err := ResponsesRequestToChatCompletionsRequest(context.Background(), &dto.OpenAIResponsesRequest{
+		Model: "gpt-test",
+		Input: mustRawMessage(t, []map[string]any{
+			{"type": "custom_tool_call", "call_id": "call_custom", "input": "ls"},
+		}),
+	})
+	require.ErrorContains(t, err, "custom_tool_call item is missing name")
 }
 
 func TestResponsesRequestToChatCompletionsRequestRejectsStatefulFields(t *testing.T) {
@@ -351,6 +366,178 @@ func TestResponsesRequestToChatCompletionsRequestRejectsMalformedPenalty(t *test
 	assert.Contains(t, err.Error(), "frequency_penalty")
 }
 
+func TestResponsesRequestToChatCompletionsRequestToolOutputContentParts(t *testing.T) {
+	const dataURL = "data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAADUlEQVR42mP8z8BQDwAEhQGAhKmMIQAAAABJRU5ErkJggg=="
+	imagePart := map[string]any{"type": "input_image", "image_url": dataURL}
+
+	tests := []struct {
+		name        string
+		output      any
+		wantContent string
+		jsonContent bool
+		wantMedia   []string
+	}{
+		{
+			name:        "text and image keep text on tool message",
+			output:      []any{map[string]any{"type": "input_text", "text": "screenshot taken"}, imagePart},
+			wantContent: "screenshot taken",
+			wantMedia:   []string{dto.ContentTypeImageURL},
+		},
+		{
+			name:        "image only uses placeholder",
+			output:      []any{imagePart},
+			wantContent: "[image]",
+			wantMedia:   []string{dto.ContentTypeImageURL},
+		},
+		{
+			name:        "mixed media dedupes placeholder labels",
+			output:      []any{imagePart, map[string]any{"type": "input_file", "file_id": "file_1"}, imagePart},
+			wantContent: "[image] [file]",
+			wantMedia:   []string{dto.ContentTypeImageURL, dto.ContentTypeFile, dto.ContentTypeImageURL},
+		},
+		{
+			name: "text parts join with newline",
+			output: []any{
+				map[string]any{"type": "input_text", "text": "first"},
+				map[string]any{"type": "output_text", "text": ""},
+				map[string]any{"type": "text", "text": "second"},
+			},
+			wantContent: "first\nsecond",
+		},
+		{
+			name:        "string passes through",
+			output:      "done",
+			wantContent: "done",
+		},
+		{
+			name:        "object stays json",
+			output:      map[string]any{"ok": true},
+			wantContent: `{"ok":true}`,
+			jsonContent: true,
+		},
+		{
+			name:        "plain array stays json",
+			output:      []any{1, 2},
+			wantContent: `[1,2]`,
+			jsonContent: true,
+		},
+		{
+			name:        "unknown part keeps whole array",
+			output:      []any{imagePart, map[string]any{"type": "refusal", "refusal": "no"}},
+			wantContent: `[{"type":"input_image","image_url":"` + dataURL + `"},{"type":"refusal","refusal":"no"}]`,
+			jsonContent: true,
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			got, err := ResponsesRequestToChatCompletionsRequest(context.Background(), &dto.OpenAIResponsesRequest{
+				Model: "gpt-test",
+				Input: mustRawMessage(t, []map[string]any{
+					{"type": "function_call", "call_id": "call_1", "name": "view_image", "arguments": "{}"},
+					{"type": "function_call_output", "call_id": "call_1", "output": tt.output},
+					{"role": "user", "content": "next"},
+				}),
+			})
+			require.NoError(t, err)
+
+			wantLen := 3
+			if tt.wantMedia != nil {
+				wantLen = 4
+			}
+			require.Len(t, got.Messages, wantLen)
+			assert.Equal(t, "tool", got.Messages[1].Role)
+			assert.Equal(t, "call_1", got.Messages[1].ToolCallId)
+			if tt.jsonContent {
+				assert.JSONEq(t, tt.wantContent, got.Messages[1].StringContent())
+			} else {
+				assert.Equal(t, tt.wantContent, got.Messages[1].StringContent())
+			}
+			assert.Equal(t, dto.Message{Role: "user", Content: "next"}, got.Messages[wantLen-1])
+			if tt.wantMedia == nil {
+				return
+			}
+
+			assert.Equal(t, "user", got.Messages[2].Role)
+			parts := got.Messages[2].ParseContent()
+			require.Len(t, parts, len(tt.wantMedia))
+			for i, wantType := range tt.wantMedia {
+				assert.Equal(t, wantType, parts[i].Type)
+			}
+			require.NotNil(t, parts[0].GetImageMedia())
+			assert.Equal(t, dataURL, parts[0].GetImageMedia().Url)
+		})
+	}
+}
+
+func TestResponsesRequestToChatCompletionsRequestHoistsToolOutputMediaAfterToolBatch(t *testing.T) {
+	const dataURL = "data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAADUlEQVR42mP8z8BQDwAEhQGAhKmMIQAAAABJRU5ErkJggg=="
+	imageOutput := []any{map[string]any{"type": "input_image", "image_url": dataURL}}
+
+	t.Run("parallel outputs stay contiguous", func(t *testing.T) {
+		got, err := ResponsesRequestToChatCompletionsRequest(context.Background(), &dto.OpenAIResponsesRequest{
+			Model: "gpt-test",
+			Input: mustRawMessage(t, []map[string]any{
+				{"type": "function_call", "call_id": "call_1", "name": "screenshot", "arguments": "{}"},
+				{"type": "function_call", "call_id": "call_2", "name": "read_file", "arguments": "{}"},
+				{"type": "function_call_output", "call_id": "call_1", "output": imageOutput},
+				{"type": "function_call_output", "call_id": "call_2", "output": "file contents"},
+				{"role": "user", "content": "what do you see?"},
+			}),
+		})
+		require.NoError(t, err)
+
+		require.Len(t, got.Messages, 5)
+		assert.Equal(t, "assistant", got.Messages[0].Role)
+		assert.Len(t, got.Messages[0].ParseToolCalls(), 2)
+		assert.Equal(t, dto.Message{Role: "tool", ToolCallId: "call_1", Content: "[image]"}, got.Messages[1])
+		assert.Equal(t, dto.Message{Role: "tool", ToolCallId: "call_2", Content: "file contents"}, got.Messages[2])
+		assert.Equal(t, "user", got.Messages[3].Role)
+		parts := got.Messages[3].ParseContent()
+		require.Len(t, parts, 1)
+		assert.Equal(t, dto.ContentTypeImageURL, parts[0].Type)
+		assert.Equal(t, dto.Message{Role: "user", Content: "what do you see?"}, got.Messages[4])
+	})
+
+	t.Run("custom tool outputs stay in the same batch", func(t *testing.T) {
+		got, err := ResponsesRequestToChatCompletionsRequest(context.Background(), &dto.OpenAIResponsesRequest{
+			Model: "gpt-test",
+			Input: mustRawMessage(t, []map[string]any{
+				{"type": "function_call", "call_id": "call_1", "name": "screenshot", "arguments": "{}"},
+				{"type": "custom_tool_call", "call_id": "call_2", "name": "exec", "input": "ls"},
+				{"type": "function_call_output", "call_id": "call_1", "output": imageOutput},
+				{"type": "custom_tool_call_output", "call_id": "call_2", "output": "file.txt"},
+			}),
+		})
+		require.NoError(t, err)
+
+		require.Len(t, got.Messages, 4)
+		assert.Len(t, got.Messages[0].ParseToolCalls(), 2)
+		assert.Equal(t, dto.Message{Role: "tool", ToolCallId: "call_1", Content: "[image]"}, got.Messages[1])
+		assert.Equal(t, dto.Message{Role: "tool", ToolCallId: "call_2", Content: "file.txt"}, got.Messages[2])
+		assert.Equal(t, "user", got.Messages[3].Role)
+	})
+
+	t.Run("trailing output flushes media at end of input", func(t *testing.T) {
+		got, err := ResponsesRequestToChatCompletionsRequest(context.Background(), &dto.OpenAIResponsesRequest{
+			Model: "gpt-test",
+			Input: mustRawMessage(t, []map[string]any{
+				{"type": "function_call", "call_id": "call_1", "name": "screenshot", "arguments": "{}"},
+				{"type": "function_call_output", "call_id": "call_1", "output": imageOutput},
+			}),
+		})
+		require.NoError(t, err)
+
+		require.Len(t, got.Messages, 3)
+		assert.Equal(t, dto.Message{Role: "tool", ToolCallId: "call_1", Content: "[image]"}, got.Messages[1])
+		assert.Equal(t, "user", got.Messages[2].Role)
+		parts := got.Messages[2].ParseContent()
+		require.Len(t, parts, 1)
+		require.NotNil(t, parts[0].GetImageMedia())
+		assert.Equal(t, dataURL, parts[0].GetImageMedia().Url)
+	})
+}
+
 func mustRawMessage(t *testing.T, value any) []byte {
 	t.Helper()
 	raw, err := kitutil.Marshal(value)
diff --git a/relaykit/relayconvert/internal/shared/claude/media.go b/relaykit/relayconvert/internal/shared/claude/media.go
new file mode 100644
index 0000000..c3df2f1
--- /dev/null
+++ b/relaykit/relayconvert/internal/shared/claude/media.go
@@ -0,0 +1,63 @@
+package claude
+
+import (
+	"fmt"
+	"strings"
+
+	"github.com/QuantumNous/new-api/relaykit/dto"
+	relaymedia "github.com/QuantumNous/new-api/relaykit/relayconvert/internal/media"
+)
+
+// imageMediaTypes are the image formats Claude accepts.
+var imageMediaTypes = map[string]struct{}{
+	"image/jpeg": {},
+	"image/png":  {},
+	"image/gif":  {},
+	"image/webp": {},
+}
+
+// MediaBlock builds the Claude content block for resolved base64 media: an
+// image in a format Claude accepts, a PDF document, or a plain-text document
+// for text files. declaredImage marks media sent as an image part, which
+// passes through when its MIME type is unknown. A non-empty reason means
+// Claude cannot carry the media and the block must be omitted.
+func MediaBlock(base64Data string, mimeType string, declaredImage bool) (dto.ClaudeMediaMessage, string) {
+	mediaType, _, _ := strings.Cut(strings.ToLower(strings.TrimSpace(mimeType)), ";")
+	mediaType = strings.TrimSpace(mediaType)
+	if mediaType == "image/jpg" {
+		mediaType = "image/jpeg"
+	}
+	switch {
+	case mediaType == "application/pdf":
+		return dto.ClaudeMediaMessage{
+			Type:   "document",
+			Source: &dto.ClaudeMessageSource{Type: "base64", MediaType: mediaType, Data: base64Data},
+		}, ""
+	case relaymedia.IsTextMimeType(mediaType):
+		text, ok := relaymedia.DecodeText(base64Data)
+		if !ok {
+			return dto.ClaudeMediaMessage{}, fmt.Sprintf("text file of MIME type %q could not be decoded as UTF-8 text", mimeType)
+		}
+		return dto.ClaudeMediaMessage{
+			Type:   "document",
+			Source: &dto.ClaudeMessageSource{Type: "text", MediaType: "text/plain", Data: text},
+		}, ""
+	case mediaType == "" && declaredImage:
+		return dto.ClaudeMediaMessage{
+			Type:   "image",
+			Source: &dto.ClaudeMessageSource{Type: "base64", MediaType: mimeType, Data: base64Data},
+		}, ""
+	case mediaType == "application/octet-stream" && declaredImage:
+		return dto.ClaudeMediaMessage{}, "the image format could not be identified"
+	}
+	if _, ok := imageMediaTypes[mediaType]; ok {
+		return dto.ClaudeMediaMessage{
+			Type:   "image",
+			Source: &dto.ClaudeMessageSource{Type: "base64", MediaType: mediaType, Data: base64Data},
+		}, ""
+	}
+	if strings.HasPrefix(mediaType, "image/") {
+		return dto.ClaudeMediaMessage{}, fmt.Sprintf("Claude accepts only JPEG, PNG, GIF, and WebP images, not %q", mimeType)
+	}
+	return dto.ClaudeMediaMessage{}, fmt.Sprintf("Claude Messages cannot carry content of MIME type %q", mimeType)
+}
diff --git a/relaykit/relayconvert/internal/shared/claude/reasoning.go b/relaykit/relayconvert/internal/shared/claude/reasoning.go
index 9a98adc..aba064d 100644
--- a/relaykit/relayconvert/internal/shared/claude/reasoning.go
+++ b/relaykit/relayconvert/internal/shared/claude/reasoning.go
@@ -44,7 +44,7 @@ func ApplyReasoning(ctx context.Context, req *dto.ClaudeRequest, info convmeta.M
 				case req.Thinking.BudgetTokens != nil:
 					effort = string(reasoning.EffortFromBudget(*req.Thinking.BudgetTokens))
 				case req.Thinking.Type == "enabled" || req.Thinking.Type == "adaptive":
-					effort = string(reasoning.EffortHigh)
+					effort = string(reasoning.ClaudeDefaultEffort(req.Model))
 				}
 			}
 			info.SetReasoningEffort(effort)
@@ -81,6 +81,16 @@ func ApplyReasoning(ctx context.Context, req *dto.ClaudeRequest, info convmeta.M
 			intent.Effort = reasoning.EffortHigh
 		}
 	}
+	requestEffort, err := reasoning.ParseEffort(req.GetEfforts())
+	if err != nil {
+		return err
+	}
+	if knownClaudeModel && intent.Mode == reasoning.ModeDisabled && (intent.Effort == "" || intent.Effort == reasoning.EffortNone) &&
+		requestEffort != "" && requestEffort != reasoning.EffortNone {
+		// Effort works without thinking, so the request's own effort is
+		// rendered for the thinking-off state rather than left unchecked.
+		intent.Effort = requestEffort
+	}
 	if req.MaxTokens == nil && intent.HasStrength() {
 		// Adapter-provided defaults may be raised to accommodate an exact
 		// cross-protocol budget. Values too small for manual thinking are
@@ -117,7 +127,14 @@ func ApplyReasoning(ctx context.Context, req *dto.ClaudeRequest, info convmeta.M
 	if rendered.Thinking != nil {
 		req.Thinking = rendered.Thinking
 	}
-	if rendered.OutputEffort != "" {
+	outputEffort := rendered.OutputEffort
+	// An effort the request still carries reaches a known model only at a
+	// level it accepts, and is removed where the model takes none.
+	rewriteRequestEffort := outputEffort == "" && knownClaudeModel && requestEffort != ""
+	if rewriteRequestEffort {
+		outputEffort = reasoning.ClaudeEffort(capabilityModel, requestEffort)
+	}
+	if outputEffort != "" || rewriteRequestEffort {
 		outputConfig := make(map[string]any)
 		if len(req.OutputConfig) > 0 {
 			if kitutil.GetJsonType(req.OutputConfig) != "object" {
@@ -130,12 +147,20 @@ func ApplyReasoning(ctx context.Context, req *dto.ClaudeRequest, info convmeta.M
 				outputConfig = make(map[string]any)
 			}
 		}
-		outputConfig["effort"] = string(rendered.OutputEffort)
-		encoded, err := kitutil.Marshal(outputConfig)
-		if err != nil {
-			return fmt.Errorf("failed to marshal Claude output_config: %w", err)
+		if outputEffort != "" {
+			outputConfig["effort"] = string(outputEffort)
+		} else {
+			delete(outputConfig, "effort")
+		}
+		if len(outputConfig) == 0 {
+			req.OutputConfig = nil
+		} else {
+			encoded, err := kitutil.Marshal(outputConfig)
+			if err != nil {
+				return fmt.Errorf("failed to marshal Claude output_config: %w", err)
+			}
+			req.OutputConfig = encoded
 		}
-		req.OutputConfig = encoded
 	}
 	if rendered.ClearSampling {
 		if req.Temperature != nil || req.TopP != nil || req.TopK != nil {
diff --git a/relaykit/relayconvert/internal/shared/gemini/request.go b/relaykit/relayconvert/internal/shared/gemini/request.go
index 5118ac9..7e859bc 100644
--- a/relaykit/relayconvert/internal/shared/gemini/request.go
+++ b/relaykit/relayconvert/internal/shared/gemini/request.go
@@ -3,6 +3,8 @@ package gemini
 import (
 	"context"
 	"fmt"
+	"maps"
+	"slices"
 	"strconv"
 	"strings"
 
@@ -13,26 +15,43 @@ import (
 	"github.com/QuantumNous/new-api/relaykit/types"
 )
 
-var SupportedMimeTypes = map[string]bool{
-	"application/pdf": true,
-	"audio/mpeg":      true,
-	"audio/mp3":       true,
-	"audio/wav":       true,
-	"image/png":       true,
-	"image/jpeg":      true,
-	"image/jpg":       true,
-	"image/webp":      true,
-	"image/heic":      true,
-	"image/heif":      true,
-	"text/plain":      true,
-	"video/mov":       true,
-	"video/mpeg":      true,
-	"video/mp4":       true,
-	"video/mpg":       true,
-	"video/avi":       true,
-	"video/wmv":       true,
-	"video/mpegps":    true,
-	"video/flv":       true,
+// supportedMimeTypes follows the Blob.mimeType list in the Gemini API
+// reference (https://ai.google.dev/api/generate-content#Blob). Audio and
+// video are listed there as audio/* and video/*; IsSupportedMimeType accepts
+// them by prefix.
+var supportedMimeTypes = map[string]bool{
+	"image/png":                 true,
+	"image/jpeg":                true,
+	"image/jpg":                 true,
+	"image/webp":                true,
+	"image/heic":                true,
+	"image/heif":                true,
+	"image/gif":                 true,
+	"image/avif":                true,
+	"text/plain":                true,
+	"text/html":                 true,
+	"text/css":                  true,
+	"text/javascript":           true,
+	"text/x-typescript":         true,
+	"text/csv":                  true,
+	"text/markdown":             true,
+	"text/x-python":             true,
+	"text/xml":                  true,
+	"text/rtf":                  true,
+	"application/x-javascript":  true,
+	"application/x-typescript":  true,
+	"application/x-python-code": true,
+	"application/json":          true,
+	"application/x-ipynb+json":  true,
+	"application/rtf":           true,
+	"application/pdf":           true,
+}
+
+// IsSupportedMimeType reports whether Gemini accepts inline data of the MIME
+// type.
+func IsSupportedMimeType(mimeType string) bool {
+	mimeType = strings.ToLower(mimeType)
+	return supportedMimeTypes[mimeType] || strings.HasPrefix(mimeType, "audio/") || strings.HasPrefix(mimeType, "video/")
 }
 
 var SafetySettingCategories = []string{
@@ -272,9 +291,5 @@ func HasFunctionCallContent(call *dto.FunctionCall) bool {
 }
 
 func SupportedMimeTypesList() []string {
-	keys := make([]string, 0, len(SupportedMimeTypes))
-	for key := range SupportedMimeTypes {
-		keys = append(keys, key)
-	}
-	return keys
+	return append(slices.Sorted(maps.Keys(supportedMimeTypes)), "audio/*", "video/*")
 }
diff --git a/relaykit/relayconvert/internal/shared/gemini/schema.go b/relaykit/relayconvert/internal/shared/gemini/schema.go
index 75cc503..fd5d47b 100644
--- a/relaykit/relayconvert/internal/shared/gemini/schema.go
+++ b/relaykit/relayconvert/internal/shared/gemini/schema.go
@@ -1,9 +1,17 @@
 package gemini
 
 import (
+	"context"
+	"encoding/json"
+	"fmt"
+	"slices"
+	"strconv"
 	"strings"
 
 	"github.com/QuantumNous/new-api/relaykit/dto"
+	"github.com/QuantumNous/new-api/relaykit/relayconvert/internal/convdiag"
+	kitutil "github.com/QuantumNous/new-api/relaykit/relayconvert/kitutil"
+	"github.com/QuantumNous/new-api/relaykit/types"
 )
 
 var geminiOpenAPISchemaAllowedFields = map[string]struct{}{
@@ -56,6 +64,7 @@ func cleanGeminiFunctionParametersWithDepth(params interface{}, depth int) inter
 		}
 
 		normalizeGeminiSchemaTypeAndNullable(cleanedMap)
+		sanitizeGeminiEnum(cleanedMap)
 
 		if props, ok := cleanedMap["properties"].(map[string]interface{}); ok && props != nil {
 			cleanedProps := make(map[string]interface{})
@@ -102,6 +111,7 @@ func cleanGeminiFunctionParametersShallow(params interface{}) interface{} {
 			}
 		}
 		normalizeGeminiSchemaTypeAndNullable(cleanedMap)
+		sanitizeGeminiEnum(cleanedMap)
 		delete(cleanedMap, "properties")
 		delete(cleanedMap, "items")
 		delete(cleanedMap, "anyOf")
@@ -113,6 +123,30 @@ func cleanGeminiFunctionParametersShallow(params interface{}) interface{} {
 	}
 }
 
+// sanitizeGeminiEnum keeps the enum constraint only when every element is a
+// string, the only form Gemini's legacy Schema accepts. Any other shape is
+// dropped (e.g. boolean or number elements, which valid JSON Schema allows but
+// Gemini rejects with a 400). This widens the value domain for that schema, a
+// deliberate lossy relaxation: the declared type is preserved, string enums
+// pass through untouched.
+func sanitizeGeminiEnum(schema map[string]interface{}) {
+	raw, exists := schema["enum"]
+	if !exists {
+		return
+	}
+	values, ok := raw.([]interface{})
+	if !ok {
+		delete(schema, "enum")
+		return
+	}
+	for _, value := range values {
+		if _, isString := value.(string); !isString {
+			delete(schema, "enum")
+			return
+		}
+	}
+}
+
 func normalizeGeminiSchemaTypeAndNullable(schema map[string]interface{}) {
 	rawType, ok := schema["type"]
 	if !ok || rawType == nil {
@@ -175,6 +209,148 @@ func normalizeGeminiSchemaTypeAndNullable(schema map[string]interface{}) {
 	}
 }
 
+// FunctionParameters returns the Gemini function declaration field that
+// carries schema, and its value. A schema that fits Gemini's typed Schema is
+// cleaned as before, and still left out when its properties are empty. Any
+// other schema goes unchanged to parametersJsonSchema when jsonSchema is
+// true; otherwise it is cleaned anyway and misfits names what the typed
+// Schema cannot carry.
+func FunctionParameters(schema any, jsonSchema bool) (field string, value any, misfits []string) {
+	misfits = schemaMisfits(schema)
+	object, _ := schema.(map[string]any)
+	properties, hasProperties := object["properties"].(map[string]any)
+	emptyObject := hasProperties && len(properties) == 0
+	if emptyObject {
+		for key, item := range object {
+			switch key {
+			case "type", "properties":
+				continue
+			case "required":
+				if required, _ := item.([]any); len(required) == 0 {
+					continue
+				}
+			}
+			if _, allowed := geminiOpenAPISchemaAllowedFields[key]; allowed {
+				misfits = append(misfits, "constraints on an empty object")
+				break
+			}
+		}
+	}
+	if len(misfits) > 0 && jsonSchema {
+		return "parametersJsonSchema", schema, nil
+	}
+	if emptyObject {
+		return "parameters", nil, misfits
+	}
+	return "parameters", CleanFunctionParameters(schema), misfits
+}
+
+// ApplyResponseSchema sets the structured output schema from the json_schema
+// object of an OpenAI response format. A schema that fits Gemini's typed
+// Schema keeps the responseSchema cleanup. Any other schema is sent unchanged
+// as responseJsonSchema when jsonSchema is true; otherwise it is cleaned
+// anyway and a diagnostic at path names what responseSchema cannot carry.
+func ApplyResponseSchema(ctx context.Context, config *dto.GeminiChatGenerationConfig, rawFormat json.RawMessage, path string, jsonSchema bool) {
+	var format dto.FormatJsonSchema
+	if err := kitutil.Unmarshal(rawFormat, &format); err != nil {
+		return
+	}
+	misfits := schemaMisfits(format.Schema)
+	if len(misfits) > 0 && jsonSchema {
+		// The raw member keeps the client's key order.
+		var raw struct {
+			Schema json.RawMessage `json:"schema"`
+		}
+		if err := kitutil.Unmarshal(rawFormat, &raw); err == nil {
+			config.ResponseJsonSchema = raw.Schema
+			return
+		}
+	}
+	config.ResponseSchema = RemoveAdditionalProperties(format.Schema, 0)
+	if len(misfits) > 0 {
+		convdiag.Add(ctx, types.ConversionDiagnostic{
+			Code:     "gemini_schema_keyword_dropped",
+			Path:     path,
+			Message:  fmt.Sprintf("Gemini response schema cannot carry %s", strings.Join(misfits, ", ")),
+			Severity: types.ConversionDiagnosticWarning,
+		})
+	}
+}
+
+// schemaMisfits lists what Gemini's typed Schema cannot hold of a JSON Schema
+// as written: keywords outside its fields, type arrays, non-string enum
+// values, tuple items, boolean schemas, and nesting deeper than
+// CleanFunctionParameters keeps. additionalProperties and $schema are not
+// misfits: agent tools and OpenAI strict schemas carry them on nearly every
+// object, and dropping them as before keeps those requests unchanged for
+// upstreams that do not pass the JSON Schema fields through.
+func schemaMisfits(schema any) []string {
+	found := make(map[string]struct{})
+	collectSchemaMisfits(schema, 0, found)
+	misfits := make([]string, 0, len(found))
+	for misfit := range found {
+		misfits = append(misfits, misfit)
+	}
+	slices.Sort(misfits)
+	return misfits
+}
+
+func collectSchemaMisfits(schema any, depth int, found map[string]struct{}) {
+	if depth > geminiFunctionSchemaMaxDepth {
+		found[fmt.Sprintf("nesting deeper than %d levels", geminiFunctionSchemaMaxDepth)] = struct{}{}
+		return
+	}
+	value, ok := schema.(map[string]any)
+	if !ok {
+		if _, isBool := schema.(bool); isBool {
+			found["boolean schemas"] = struct{}{}
+		}
+		return
+	}
+	for key, item := range value {
+		if _, allowed := geminiOpenAPISchemaAllowedFields[key]; !allowed {
+			if key != "additionalProperties" && key != "$schema" {
+				found[key] = struct{}{}
+			}
+			continue
+		}
+		switch key {
+		case "type":
+			if _, isArray := item.([]any); isArray {
+				found["type arrays"] = struct{}{}
+			}
+		case "enum":
+			values, _ := item.([]any)
+			if slices.ContainsFunc(values, func(value any) bool {
+				_, isString := value.(string)
+				return !isString
+			}) {
+				found["non-string enum values"] = struct{}{}
+			}
+		case "properties":
+			properties, _ := item.(map[string]any)
+			for _, property := range properties {
+				collectSchemaMisfits(property, depth+1, found)
+			}
+		case "items":
+			entries, isTuple := item.([]any)
+			if !isTuple {
+				collectSchemaMisfits(item, depth+1, found)
+				continue
+			}
+			found["tuple items"] = struct{}{}
+			for _, entry := range entries {
+				collectSchemaMisfits(entry, depth+1, found)
+			}
+		case "anyOf":
+			variants, _ := item.([]any)
+			for _, variant := range variants {
+				collectSchemaMisfits(variant, depth+1, found)
+			}
+		}
+	}
+}
+
 func RemoveAdditionalProperties(schema interface{}, depth int) interface{} {
 	if depth >= 5 {
 		return schema
@@ -254,3 +430,112 @@ func OpenAIToolChoiceToConfig(toolChoice any) *dto.ToolConfig {
 
 	return nil
 }
+
+// geminiSchemaInt64Fields are Gemini Schema bounds typed int64, which the
+// proto JSON encoding may send as strings.
+var geminiSchemaInt64Fields = map[string]struct{}{
+	"maxItems":      {},
+	"minItems":      {},
+	"maxLength":     {},
+	"minLength":     {},
+	"maxProperties": {},
+	"minProperties": {},
+}
+
+// OpenAPISchemaToJSONSchema rewrites a schema in Gemini's OpenAPI subset as
+// JSON Schema: type names are lowercased, nullable becomes a "null" type,
+// example becomes examples, and int64 bounds sent as strings become numbers.
+// It also returns the Gemini-only keywords JSON Schema cannot express, which
+// are dropped (propertyOrdering).
+func OpenAPISchemaToJSONSchema(schema any) (any, []string) {
+	dropped := make(map[string]struct{})
+	converted := openAPISchemaToJSONSchema(schema, 0, dropped)
+	keywords := make([]string, 0, len(dropped))
+	for keyword := range dropped {
+		keywords = append(keywords, keyword)
+	}
+	slices.Sort(keywords)
+	return converted, keywords
+}
+
+func openAPISchemaToJSONSchema(schema any, depth int, dropped map[string]struct{}) any {
+	value, ok := schema.(map[string]any)
+	if !ok || depth >= geminiFunctionSchemaMaxDepth {
+		return schema
+	}
+	converted := make(map[string]any, len(value))
+	nullable := false
+	for key, item := range value {
+		switch key {
+		case "type":
+			typeName, isString := item.(string)
+			if !isString {
+				converted[key] = item
+				continue
+			}
+			typeName = strings.ToLower(strings.TrimSpace(typeName))
+			if typeName != "" && typeName != "type_unspecified" {
+				converted[key] = typeName
+			}
+		case "nullable":
+			nullable, _ = item.(bool)
+		case "propertyOrdering":
+			dropped[key] = struct{}{}
+		case "example":
+			if _, exists := value["examples"]; exists {
+				dropped[key] = struct{}{}
+				continue
+			}
+			converted["examples"] = []any{item}
+		case "properties":
+			properties, isMap := item.(map[string]any)
+			if !isMap {
+				converted[key] = item
+				continue
+			}
+			convertedProperties := make(map[string]any, len(properties))
+			for name, property := range properties {
+				convertedProperties[name] = openAPISchemaToJSONSchema(property, depth+1, dropped)
+			}
+			converted[key] = convertedProperties
+		case "items":
+			converted[key] = openAPISchemaToJSONSchema(item, depth+1, dropped)
+		case "anyOf":
+			variants, isArray := item.([]any)
+			if !isArray {
+				converted[key] = item
+				continue
+			}
+			convertedVariants := make([]any, len(variants))
+			for index, variant := range variants {
+				convertedVariants[index] = openAPISchemaToJSONSchema(variant, depth+1, dropped)
+			}
+			converted[key] = convertedVariants
+		default:
+			if _, isInt64 := geminiSchemaInt64Fields[key]; isInt64 {
+				if text, isString := item.(string); isString {
+					if number, err := strconv.ParseInt(strings.TrimSpace(text), 10, 64); err == nil {
+						converted[key] = number
+						continue
+					}
+				}
+			}
+			converted[key] = item
+		}
+	}
+	if !nullable {
+		return converted
+	}
+	switch typed := converted["type"].(type) {
+	case string:
+		converted["type"] = []any{typed, "null"}
+	default:
+		if variants, isArray := converted["anyOf"].([]any); isArray {
+			converted["anyOf"] = append(variants, map[string]any{"type": "null"})
+		}
+	}
+	if values, isArray := converted["enum"].([]any); isArray && !slices.Contains(values, nil) {
+		converted["enum"] = append(values, nil)
+	}
+	return converted
+}
diff --git a/relaykit/relayconvert/internal/toolconv/decode.go b/relaykit/relayconvert/internal/toolconv/decode.go
index 2a66d1d..b3cc258 100644
--- a/relaykit/relayconvert/internal/toolconv/decode.go
+++ b/relaykit/relayconvert/internal/toolconv/decode.go
@@ -7,6 +7,7 @@ import (
 	"strings"
 
 	"github.com/QuantumNous/new-api/relaykit/dto"
+	"github.com/QuantumNous/new-api/relaykit/relayconvert/convmeta"
 	kitutil "github.com/QuantumNous/new-api/relaykit/relayconvert/kitutil"
 	"github.com/QuantumNous/new-api/relaykit/types"
 )
@@ -142,11 +143,11 @@ func extractOpenAIResponsesRequest(request any) (any, Set, error) {
 			return nil, Set{}, fmt.Errorf("invalid Responses tools: %w", err)
 		}
 		for index, rawTool := range rawTools {
-			definition, err := decodeOpenAIResponsesDefinition(rawTool)
+			definitions, err := decodeOpenAIResponsesDefinitions(rawTool)
 			if err != nil {
 				return nil, Set{}, fmt.Errorf("tools[%d]: %w", index, err)
 			}
-			set.Definitions = append(set.Definitions, definition)
+			set.Definitions = append(set.Definitions, definitions...)
 		}
 	}
 	choice, err := decodeOpenAIResponsesChoice(source.ToolChoice)
@@ -155,11 +156,41 @@ func extractOpenAIResponsesRequest(request any) (any, Set, error) {
 	}
 	set.Choice = choice
 
+	input, additionalDefinitions, additionalDiagnostics, err := extractOpenAIResponsesAdditionalTools(source.Input)
+	if err != nil {
+		return nil, Set{}, err
+	}
+	set.Definitions = append(set.Definitions, additionalDefinitions...)
+	set.Diagnostics = append(set.Diagnostics, additionalDiagnostics...)
+	// Flattened namespace names can collide with other tools.
+	seenNames := make(map[string]struct{}, len(set.Definitions))
+	seenNamespaces := make(map[string]struct{})
+	definitions := set.Definitions[:0]
+	for _, definition := range set.Definitions {
+		if _, seen := seenNamespaces[definition.Namespace]; !seen && definition.Namespace != "" && definition.Namespace != convmeta.DefaultResponsesToolNamespace {
+			seenNamespaces[definition.Namespace] = struct{}{}
+			set.Diagnostics = append(set.Diagnostics, presentationLoss("tools", "tool_namespace_flattened",
+				fmt.Sprintf("tools in namespace %q are sent as functions named %q", definition.Namespace, convmeta.NamespacedToolName(definition.Namespace, "<name>"))))
+		}
+		name := definition.Name
+		_, duplicate := seenNames[name]
+		if definition.Namespace != "" && name != "" && duplicate {
+			set.Diagnostics = append(set.Diagnostics, semanticLoss("tools", "namespaced_tool_dropped",
+				fmt.Sprintf("tool %q from namespace %q shares its flattened name with another tool and was omitted", name, definition.Namespace)))
+			continue
+		}
+		if name != "" {
+			seenNames[name] = struct{}{}
+		}
+		definitions = append(definitions, definition)
+	}
+	set.Definitions = definitions
+
 	clone := *source
 	clone.Tools = nil
 	clone.ToolChoice = nil
 	clone.ParallelToolCalls = nil
-	sanitizedInput, history, err := extractOpenAIResponsesHostedHistory(source.Input)
+	sanitizedInput, history, err := extractOpenAIResponsesHostedHistory(input)
 	if err != nil {
 		return nil, Set{}, err
 	}
@@ -168,6 +199,103 @@ func extractOpenAIResponsesRequest(request any) (any, Set, error) {
 	return &clone, set, nil
 }
 
+// extractOpenAIResponsesAdditionalTools removes the additional_tools input
+// items Codex uses to declare tools and returns their definitions. No target
+// protocol has an input item that declares tools, so they join the top-level
+// tool list.
+func extractOpenAIResponsesAdditionalTools(input json.RawMessage) (json.RawMessage, []Definition, []types.ConversionDiagnostic, error) {
+	if len(input) == 0 || kitutil.GetJsonType(input) != "array" {
+		return input, nil, nil, nil
+	}
+	var rawItems []json.RawMessage
+	if err := kitutil.Unmarshal(input, &rawItems); err != nil {
+		return nil, nil, nil, fmt.Errorf("invalid Responses input: %w", err)
+	}
+	var (
+		filtered    []json.RawMessage
+		definitions []Definition
+		diagnostics []types.ConversionDiagnostic
+	)
+	for index, rawItem := range rawItems {
+		var item struct {
+			Type  string            `json:"type"`
+			Tools []json.RawMessage `json:"tools"`
+		}
+		if err := kitutil.Unmarshal(rawItem, &item); err != nil || strings.TrimSpace(item.Type) != "additional_tools" {
+			filtered = append(filtered, rawItem)
+			continue
+		}
+		for toolIndex, rawTool := range item.Tools {
+			decoded, err := decodeOpenAIResponsesDefinitions(rawTool)
+			if err != nil {
+				return nil, nil, nil, fmt.Errorf("input[%d].tools[%d]: %w", index, toolIndex, err)
+			}
+			definitions = append(definitions, decoded...)
+		}
+		diagnostics = append(diagnostics, presentationLoss(fmt.Sprintf("input[%d]", index), "additional_tools_flattened",
+			"additional_tools items are sent as top-level tools; their position in the input is not preserved"))
+	}
+	if len(diagnostics) == 0 {
+		return input, nil, nil, nil
+	}
+	encoded, err := kitutil.Marshal(filtered)
+	if err != nil {
+		return nil, nil, nil, err
+	}
+	return encoded, definitions, diagnostics, nil
+}
+
+// decodeOpenAIResponsesDefinitions decodes one Responses tool. A namespace
+// tool expands into its member tools, each renamed with
+// convmeta.NamespacedToolName and described with the namespace description.
+func decodeOpenAIResponsesDefinitions(raw json.RawMessage) ([]Definition, error) {
+	var namespace struct {
+		Type        string           `json:"type"`
+		Name        string           `json:"name"`
+		Description string           `json:"description"`
+		Tools       []map[string]any `json:"tools"`
+	}
+	if err := kitutil.Unmarshal(raw, &namespace); err != nil || strings.TrimSpace(namespace.Type) != "namespace" {
+		definition, err := decodeOpenAIResponsesDefinition(raw)
+		if err != nil {
+			return nil, err
+		}
+		return []Definition{definition}, nil
+	}
+	namespaceName := strings.TrimSpace(namespace.Name)
+	if namespaceName == "" {
+		return nil, fmt.Errorf("namespace tool requires name")
+	}
+	definitions := make([]Definition, 0, len(namespace.Tools))
+	for index, tool := range namespace.Tools {
+		name := strings.TrimSpace(kitutil.Interface2String(tool["name"]))
+		if name != "" {
+			tool["name"] = convmeta.NamespacedToolName(namespaceName, name)
+		}
+		description := strings.TrimSpace(kitutil.Interface2String(tool["description"]))
+		if namespaceDescription := strings.TrimSpace(namespace.Description); namespaceDescription != "" {
+			description = strings.TrimSpace(namespaceDescription + "\n\n" + description)
+		}
+		if description != "" {
+			tool["description"] = description
+		}
+		encoded, err := kitutil.Marshal(tool)
+		if err != nil {
+			return nil, err
+		}
+		definition, err := decodeOpenAIResponsesDefinition(encoded)
+		if err != nil {
+			return nil, fmt.Errorf("namespace %q tools[%d]: %w", namespaceName, index, err)
+		}
+		definition.Namespace = namespaceName
+		if definition.Name == "" {
+			definition.Name = kitutil.Interface2String(tool["name"])
+		}
+		definitions = append(definitions, definition)
+	}
+	return definitions, nil
+}
+
 func extractClaudeRequest(request any) (any, Set, error) {
 	source, ok := request.(*dto.ClaudeRequest)
 	if !ok {
@@ -428,9 +556,10 @@ func decodeGeminiDefinitions(raw json.RawMessage) ([]Definition, error) {
 				Name:      strings.TrimSpace(kitutil.Interface2String(function["name"])),
 				Raw:       functionRaw,
 				Function: &Function{
-					Name:        strings.TrimSpace(kitutil.Interface2String(function["name"])),
-					Description: kitutil.Interface2String(function["description"]),
-					Parameters:  parameters,
+					Name:          strings.TrimSpace(kitutil.Interface2String(function["name"])),
+					Description:   kitutil.Interface2String(function["description"]),
+					Parameters:    parameters,
+					OpenAPISchema: function["parameters"] != nil,
 				},
 			})
 		}
@@ -610,6 +739,7 @@ func decodeOpenAIResponsesChoice(raw json.RawMessage) (*Choice, error) {
 		if name == "" {
 			return nil, fmt.Errorf("Responses function tool_choice requires name")
 		}
+		name = convmeta.NamespacedToolName(strings.TrimSpace(kitutil.Interface2String(value["namespace"])), name)
 		return &Choice{Mode: ChoiceNamed, Kind: KindFunction, Name: name}, nil
 	}
 	if isOpenAIResponsesWebSearchType(toolType) {
diff --git a/relaykit/relayconvert/internal/toolconv/encode.go b/relaykit/relayconvert/internal/toolconv/encode.go
index a653609..d7e7673 100644
--- a/relaykit/relayconvert/internal/toolconv/encode.go
+++ b/relaykit/relayconvert/internal/toolconv/encode.go
@@ -24,16 +24,17 @@ func AttachRequest(format types.RelayFormat, request any, set Set, options *conv
 	)
 	switch format {
 	case types.RelayFormatOpenAI:
-		value, diagnostics, err = attachOpenAIChatRequest(request, set)
+		value, diagnostics, err = attachOpenAIChatRequest(request, set, options)
 	case types.RelayFormatOpenAIResponses:
-		value, diagnostics, err = attachOpenAIResponsesRequest(request, set)
+		value, diagnostics, err = attachOpenAIResponsesRequest(request, set, options)
 	case types.RelayFormatClaude:
 		value, diagnostics, err = attachClaudeRequest(request, set, options)
 	case types.RelayFormatGemini:
-		value, diagnostics, err = attachGeminiRequest(request, set)
+		value, diagnostics, err = attachGeminiRequest(request, set, options)
 	default:
 		value = request
 	}
+	diagnostics = append(set.Diagnostics, diagnostics...)
 	if err != nil {
 		return nil, diagnostics, err
 	}
@@ -47,24 +48,30 @@ func AttachRequest(format types.RelayFormat, request any, set Set, options *conv
 	return value, diagnostics, nil
 }
 
-func attachOpenAIChatRequest(request any, set Set) (any, []types.ConversionDiagnostic, error) {
+func attachOpenAIChatRequest(request any, set Set, options *convmeta.Options) (any, []types.ConversionDiagnostic, error) {
 	target, ok := request.(*dto.GeneralOpenAIRequest)
 	if !ok || target == nil {
 		return nil, nil, fmt.Errorf("expected OpenAI chat completions request, got %T", request)
 	}
-	var diagnostics []types.ConversionDiagnostic
+	customTools, diagnostics := responsesCustomTools(set)
+	// chatWebSearchEncoded reports that the host encoder handled the hosted
+	// web search; it may have written a tools[] entry or top-level fields
+	// instead of web_search_options.
+	chatWebSearchEncoded := false
 	for index, definition := range set.Definitions {
 		switch definition.Kind {
 		case KindFunction:
 			if definition.Function == nil {
 				continue
 			}
+			parameters, schemaDiagnostics := jsonSchemaParameters(index, definition.Function)
+			diagnostics = append(diagnostics, schemaDiagnostics...)
 			target.Tools = append(target.Tools, dto.ToolCallRequest{
 				Type: "function",
 				Function: dto.FunctionRequest{
 					Name:        definition.Function.Name,
 					Description: definition.Function.Description,
-					Parameters:  definition.Function.Parameters,
+					Parameters:  parameters,
 					Strict:      definition.Function.Strict,
 				},
 			})
@@ -72,23 +79,52 @@ func attachOpenAIChatRequest(request any, set Set) (any, []types.ConversionDiagn
 			if set.Source == types.RelayFormatGemini {
 				diagnostics = append(diagnostics, geminiNativeWebSearchDiagnostics(index, definition, types.RelayFormatOpenAI)...)
 			}
-			if target.WebSearchOptions != nil {
-				return nil, diagnostics, fmt.Errorf("tools[%d]: multiple hosted web-search definitions cannot be represented by Chat Completions", index)
+			if target.WebSearchOptions != nil || chatWebSearchEncoded {
+				diagnostics = append(diagnostics, semanticLoss(
+					fmt.Sprintf("tools[%d]", index),
+					"duplicate_hosted_web_search",
+					"Chat Completions carries one hosted web search; this definition was dropped",
+				))
+				continue
 			}
-			options := &dto.WebSearchOptions{}
+			call := newWebSearchCall(set, index, definition, types.RelayFormatOpenAI)
+			call.Chat = target
+			tool, encoderDiagnostics, handled, err := encodeWebSearch(call, options)
+			if err != nil {
+				return nil, diagnostics, err
+			}
+			if handled {
+				diagnostics = append(diagnostics, encoderDiagnostics...)
+				chatWebSearchEncoded = true
+				if tool != nil {
+					chatTool, ok := tool.(dto.ToolCallRequest)
+					if !ok {
+						return nil, diagnostics, fmt.Errorf("%s: Chat web-search encoder returned %T, want dto.ToolCallRequest", call.Path(), tool)
+					}
+					target.Tools = append(target.Tools, chatTool)
+				}
+				continue
+			}
+			webSearchOptions := &dto.WebSearchOptions{}
 			if definition.WebSearch != nil {
-				options.SearchContextSize = definition.WebSearch.SearchContextSize
+				webSearchOptions.SearchContextSize = definition.WebSearch.SearchContextSize
 				if definition.WebSearch.Location != nil {
 					location := map[string]any{
 						"type":        "approximate",
 						"approximate": locationMap(definition.WebSearch.Location),
 					}
-					options.UserLocation, _ = kitutil.Marshal(location)
+					webSearchOptions.UserLocation, _ = kitutil.Marshal(location)
 				}
 				diagnostics = append(diagnostics, openAIChatWebSearchDiagnostics(index, definition.WebSearch)...)
 			}
-			target.WebSearchOptions = options
+			target.WebSearchOptions = webSearchOptions
 		default:
+			if tool, handled := customTools[index]; handled {
+				if tool != nil {
+					target.Tools = append(target.Tools, tool.chatTool())
+				}
+				continue
+			}
 			diagnostics = append(diagnostics, semanticLoss(
 				fmt.Sprintf("tools[%d]", index),
 				"unsupported_hosted_tool",
@@ -97,17 +133,281 @@ func attachOpenAIChatRequest(request any, set Set) (any, []types.ConversionDiagn
 		}
 	}
 
-	normalizedChoice, allowedChoiceDiagnostics := narrowAllowedFunctionChoice(set.Choice, types.RelayFormatOpenAI)
+	diagnostics = append(diagnostics, unsupportedHostedHistoryDiagnostics(types.RelayFormatOpenAI, set.History)...)
+	if chatWebSearchEncoded && forcedWebSearch(set.Choice) {
+		// The encoder received Forced and expressed it in its own encoding.
+		set.Choice = nil
+	}
+	if len(target.Tools) == 0 {
+		return target, append(diagnostics, toolChoiceWithoutToolsDiagnostics(set)...), nil
+	}
+	normalizedChoice, allowedChoiceDiagnostics := narrowAllowedFunctionChoice(responsesCustomToolChoice(set.Choice, customTools), types.RelayFormatOpenAI)
 	choice, choiceDiagnostics := encodeOpenAIChatChoice(normalizedChoice)
 	target.ToolChoice = choice
 	target.ParallelTooCalls = set.ParallelAllowed
 	diagnostics = append(diagnostics, allowedChoiceDiagnostics...)
 	diagnostics = append(diagnostics, choiceDiagnostics...)
-	diagnostics = append(diagnostics, unsupportedHostedHistoryDiagnostics(types.RelayFormatOpenAI, set.History)...)
 	return target, diagnostics, nil
 }
 
-func attachOpenAIResponsesRequest(request any, set Set) (any, []types.ConversionDiagnostic, error) {
+// newWebSearchCall describes one hosted web-search definition for the host
+// encoder; the caller sets the typed target request.
+func newWebSearchCall(set Set, index int, definition Definition, target types.RelayFormat) convmeta.WebSearchCall {
+	call := convmeta.WebSearchCall{
+		Source:     set.Source,
+		Target:     target,
+		NativeType: definition.NativeType,
+		Index:      index,
+		Forced:     forcedWebSearch(set.Choice),
+	}
+	if definition.WebSearch != nil {
+		call.Spec = *definition.WebSearch
+	}
+	return call
+}
+
+func forcedWebSearch(choice *Choice) bool {
+	return choice != nil && choice.Mode == ChoiceNamed && choice.Kind == KindWebSearch
+}
+
+// encodeWebSearch runs the host web-search encoder for one definition.
+// handled is false when no encoder is set or it returned nil; the caller then
+// keeps its default encoding and default diagnostics. When handled, the
+// encoder's diagnostics replace the default ones and tool (possibly nil) is
+// what the caller appends.
+func encodeWebSearch(call convmeta.WebSearchCall, options *convmeta.Options) (tool any, diagnostics []types.ConversionDiagnostic, handled bool, err error) {
+	if options == nil || options.WebSearch == nil {
+		return nil, nil, false, nil
+	}
+	encoding, err := options.WebSearch(call)
+	if err != nil {
+		return nil, nil, false, fmt.Errorf("%s: %w", call.Path(), err)
+	}
+	if encoding == nil {
+		return nil, nil, false, nil
+	}
+	if encoding.Omitted {
+		return nil, append(encoding.Diagnostics, call.SemanticLoss(
+			"hosted_web_search_omitted",
+			"the upstream has no hosted web search for this protocol; the web search tool was omitted",
+		)), true, nil
+	}
+	return encoding.Tool, encoding.Diagnostics, true, nil
+}
+
+// appendEncodedWebSearch runs the host encoder for a Responses, Claude, or
+// Gemini target. When the encoder handled the definition, its diagnostics and
+// tool (if any) are appended and the caller skips its default encoding.
+func appendEncodedWebSearch(tools *[]any, diagnostics *[]types.ConversionDiagnostic, call convmeta.WebSearchCall, options *convmeta.Options) (bool, error) {
+	tool, encoderDiagnostics, handled, err := encodeWebSearch(call, options)
+	if err != nil || !handled {
+		return false, err
+	}
+	*diagnostics = append(*diagnostics, encoderDiagnostics...)
+	if tool != nil {
+		*tools = append(*tools, tool)
+	}
+	return true, nil
+}
+
+// toolChoiceWithoutToolsDiagnostics reports the tool_choice and
+// parallel_tool_calls controls omitted because no tool reached the target;
+// upstreams reject either control in a request without tools.
+func toolChoiceWithoutToolsDiagnostics(set Set) []types.ConversionDiagnostic {
+	if set.Choice == nil && set.ParallelAllowed == nil {
+		return nil
+	}
+	return []types.ConversionDiagnostic{presentationLoss("tool_choice", "tool_choice_without_tools",
+		"the target request has no function tools, so tool_choice and parallel_tool_calls were omitted")}
+}
+
+// jsonSchemaParameters returns function parameters as JSON Schema for a
+// non-Gemini target, rewriting Gemini's OpenAPI schema subset.
+func jsonSchemaParameters(index int, function *Function) (any, []types.ConversionDiagnostic) {
+	if !function.OpenAPISchema {
+		return function.Parameters, nil
+	}
+	parameters, dropped := sharedgemini.OpenAPISchemaToJSONSchema(function.Parameters)
+	if len(dropped) == 0 {
+		return parameters, nil
+	}
+	return parameters, []types.ConversionDiagnostic{presentationLoss(
+		fmt.Sprintf("tools[%d]", index),
+		"gemini_schema_keyword_dropped",
+		fmt.Sprintf("JSON Schema has no equivalent for Gemini schema keywords %s; they were dropped", strings.Join(dropped, ", ")),
+	)}
+}
+
+// responsesCustomTool is a Responses custom (freeform) tool sent upstream as
+// a function whose only argument is the raw input string.
+type responsesCustomTool struct {
+	name        string
+	description string
+}
+
+// inputSchema is the parameters schema of the function that carries a custom
+// tool: a single required string argument holding the raw input.
+func (tool *responsesCustomTool) inputSchema() map[string]any {
+	return map[string]any{
+		"type": "object",
+		"properties": map[string]any{
+			convmeta.CustomToolInputArgument: map[string]any{
+				"type":        "string",
+				"description": "Raw input for the tool.",
+			},
+		},
+		"required":             []string{convmeta.CustomToolInputArgument},
+		"additionalProperties": false,
+	}
+}
+
+func (tool *responsesCustomTool) chatTool() dto.ToolCallRequest {
+	return dto.ToolCallRequest{
+		Type: "function",
+		Function: dto.FunctionRequest{
+			Name:        tool.name,
+			Description: tool.description,
+			Parameters:  tool.inputSchema(),
+		},
+	}
+}
+
+const responsesCustomToolType = "custom"
+
+// ResponsesCustomToolNames returns the Responses custom tools that
+// AttachRequest sends upstream as functions. The response side restores
+// function calls with these names as custom_tool_call items.
+func ResponsesCustomToolNames(set Set) map[string]struct{} {
+	customTools, _ := responsesCustomTools(set)
+	var names map[string]struct{}
+	for _, tool := range customTools {
+		if tool == nil {
+			continue
+		}
+		if names == nil {
+			names = make(map[string]struct{}, len(customTools))
+		}
+		names[tool.name] = struct{}{}
+	}
+	return names
+}
+
+// ResponsesToolNamespaces maps the upstream name of every tool flattened
+// from a non-default Responses tool namespace to that namespace. The response
+// side restores the namespace on calls to these tools.
+func ResponsesToolNamespaces(set Set) map[string]string {
+	if set.Source != types.RelayFormatOpenAIResponses {
+		return nil
+	}
+	var namespaces map[string]string
+	for _, definition := range set.Definitions {
+		if definition.Namespace == "" || definition.Namespace == convmeta.DefaultResponsesToolNamespace || definition.Name == "" {
+			continue
+		}
+		if namespaces == nil {
+			namespaces = make(map[string]string)
+		}
+		namespaces[definition.Name] = definition.Namespace
+	}
+	return namespaces
+}
+
+// responsesCustomTools selects, by definition index, the Responses custom
+// tools that the upstream receives as functions. A nil entry marks a custom
+// tool that was dropped with a diagnostic; indexes without an entry fall back
+// to the generic unsupported-tool loss. Request encoding and
+// ResponsesCustomToolNames share this selection so the restored names always
+// match the functions that were sent.
+func responsesCustomTools(set Set) (map[int]*responsesCustomTool, []types.ConversionDiagnostic) {
+	if set.Source != types.RelayFormatOpenAIResponses {
+		return nil, nil
+	}
+	functionNames := make(map[string]struct{})
+	for _, definition := range set.Definitions {
+		if definition.Kind == KindFunction && definition.Function != nil {
+			functionNames[definition.Function.Name] = struct{}{}
+		}
+	}
+	var (
+		tools       map[int]*responsesCustomTool
+		diagnostics []types.ConversionDiagnostic
+	)
+	for index, definition := range set.Definitions {
+		if definition.Kind != KindNative || definition.NativeType != responsesCustomToolType {
+			continue
+		}
+		tool := decodeResponsesCustomTool(definition.Raw)
+		if tool == nil {
+			continue
+		}
+		if tools == nil {
+			tools = make(map[int]*responsesCustomTool)
+		}
+		path := fmt.Sprintf("tools[%d]", index)
+		if _, exists := functionNames[tool.name]; exists {
+			tools[index] = nil
+			diagnostics = append(diagnostics, semanticLoss(path, "custom_tool_name_conflict",
+				fmt.Sprintf("custom tool %q shares its name with another tool, so the target protocol cannot tell their calls apart", tool.name)))
+			continue
+		}
+		functionNames[tool.name] = struct{}{}
+		tools[index] = tool
+		diagnostics = append(diagnostics, presentationLoss(path, "custom_tool_as_function",
+			fmt.Sprintf("the target protocol has no freeform tools; custom tool %q is sent as a function with one string argument and its input format becomes a description hint", tool.name)))
+	}
+	return tools, diagnostics
+}
+
+func decodeResponsesCustomTool(raw json.RawMessage) *responsesCustomTool {
+	var value map[string]any
+	if err := kitutil.Unmarshal(raw, &value); err != nil {
+		return nil
+	}
+	name := strings.TrimSpace(kitutil.Interface2String(value["name"]))
+	if name == "" {
+		return nil
+	}
+	parts := make([]string, 0, 3)
+	if description := strings.TrimSpace(kitutil.Interface2String(value["description"])); description != "" {
+		parts = append(parts, description)
+	}
+	parts = append(parts, `This tool takes freeform text. Put the complete raw text in the "input" argument.`)
+	if format, ok := value["format"].(map[string]any); ok && strings.TrimSpace(kitutil.Interface2String(format["type"])) == "grammar" {
+		if definition := strings.TrimSpace(kitutil.Interface2String(format["definition"])); definition != "" {
+			switch syntax := strings.TrimSpace(kitutil.Interface2String(format["syntax"])); syntax {
+			case "lark":
+				parts = append(parts, "The input must match this Lark grammar:\n"+definition)
+			case "regex":
+				parts = append(parts, "The input must match this regular expression:\n"+definition)
+			default:
+				parts = append(parts, fmt.Sprintf("The input must match this %s grammar:\n%s", syntax, definition))
+			}
+		}
+	}
+	return &responsesCustomTool{name: name, description: strings.Join(parts, "\n\n")}
+}
+
+// responsesCustomToolChoice rewrites a Responses {"type":"custom"} tool choice
+// into a named function choice when that custom tool was sent as a function.
+// Other choices are returned unchanged.
+func responsesCustomToolChoice(choice *Choice, customTools map[int]*responsesCustomTool) *Choice {
+	if choice == nil || choice.Mode != ChoiceOpaque || choice.NativeType != responsesCustomToolType {
+		return choice
+	}
+	var value map[string]any
+	if err := kitutil.Unmarshal(choice.Raw, &value); err != nil {
+		return choice
+	}
+	name := convmeta.NamespacedToolName(strings.TrimSpace(kitutil.Interface2String(value["namespace"])), strings.TrimSpace(kitutil.Interface2String(value["name"])))
+	for _, tool := range customTools {
+		if tool != nil && tool.name == name {
+			return &Choice{Mode: ChoiceNamed, Kind: KindFunction, Name: name}
+		}
+	}
+	return choice
+}
+
+func attachOpenAIResponsesRequest(request any, set Set, options *convmeta.Options) (any, []types.ConversionDiagnostic, error) {
 	target, ok := request.(*dto.OpenAIResponsesRequest)
 	if !ok || target == nil {
 		return nil, nil, fmt.Errorf("expected OpenAI Responses request, got %T", request)
@@ -120,11 +420,13 @@ func attachOpenAIResponsesRequest(request any, set Set) (any, []types.Conversion
 			if definition.Function == nil {
 				continue
 			}
+			parameters, schemaDiagnostics := jsonSchemaParameters(index, definition.Function)
+			diagnostics = append(diagnostics, schemaDiagnostics...)
 			tool := map[string]any{
 				"type":        "function",
 				"name":        definition.Function.Name,
 				"description": definition.Function.Description,
-				"parameters":  definition.Function.Parameters,
+				"parameters":  parameters,
 			}
 			if definition.Function.Strict != nil {
 				tool["strict"] = *definition.Function.Strict
@@ -135,6 +437,15 @@ func attachOpenAIResponsesRequest(request any, set Set) (any, []types.Conversion
 			if set.Source == types.RelayFormatGemini {
 				diagnostics = append(diagnostics, geminiNativeWebSearchDiagnostics(index, definition, types.RelayFormatOpenAIResponses)...)
 			}
+			call := newWebSearchCall(set, index, definition, types.RelayFormatOpenAIResponses)
+			call.Responses = target
+			handled, err := appendEncodedWebSearch(&tools, &diagnostics, call, options)
+			if err != nil {
+				return nil, diagnostics, err
+			}
+			if handled {
+				continue
+			}
 			webSearch := definition.WebSearch
 			toolType := "web_search"
 			if set.Source == types.RelayFormatOpenAIResponses && definition.NativeType != "" {
@@ -182,13 +493,19 @@ func attachOpenAIResponsesRequest(request any, set Set) (any, []types.Conversion
 			))
 		}
 	}
-	if len(tools) > 0 {
-		encoded, err := kitutil.Marshal(tools)
-		if err != nil {
-			return nil, diagnostics, err
-		}
-		target.Tools = encoded
+	historyDiagnostics, err := appendHostedHistoryToOpenAIResponses(target, set)
+	if err != nil {
+		return nil, diagnostics, err
 	}
+	diagnostics = append(diagnostics, historyDiagnostics...)
+	if len(tools) == 0 {
+		return target, append(diagnostics, toolChoiceWithoutToolsDiagnostics(set)...), nil
+	}
+	encoded, err := kitutil.Marshal(tools)
+	if err != nil {
+		return nil, diagnostics, err
+	}
+	target.Tools = encoded
 	normalizedChoice, allowedChoiceDiagnostics := narrowAllowedFunctionChoice(set.Choice, types.RelayFormatOpenAIResponses)
 	choice, choiceDiagnostics, err := encodeOpenAIResponsesChoice(normalizedChoice, set.Source)
 	if err != nil {
@@ -200,11 +517,6 @@ func attachOpenAIResponsesRequest(request any, set Set) (any, []types.Conversion
 	}
 	diagnostics = append(diagnostics, allowedChoiceDiagnostics...)
 	diagnostics = append(diagnostics, choiceDiagnostics...)
-	historyDiagnostics, err := appendHostedHistoryToOpenAIResponses(target, set)
-	if err != nil {
-		return nil, diagnostics, err
-	}
-	diagnostics = append(diagnostics, historyDiagnostics...)
 	return target, diagnostics, nil
 }
 
@@ -214,14 +526,16 @@ func attachClaudeRequest(request any, set Set, options *convmeta.Options) (any,
 		return nil, nil, fmt.Errorf("expected Claude Messages request, got %T", request)
 	}
 	tools := make([]any, 0, len(set.Definitions))
-	var diagnostics []types.ConversionDiagnostic
+	customTools, diagnostics := responsesCustomTools(set)
 	for index, definition := range set.Definitions {
 		switch definition.Kind {
 		case KindFunction:
 			if definition.Function == nil {
 				continue
 			}
-			inputSchema, err := functionParametersMap(definition.Function.Parameters)
+			parameters, schemaDiagnostics := jsonSchemaParameters(index, definition.Function)
+			diagnostics = append(diagnostics, schemaDiagnostics...)
+			inputSchema, err := functionParametersMap(parameters)
 			if err != nil {
 				return nil, diagnostics, fmt.Errorf("tools[%d].input_schema: %w", index, err)
 			}
@@ -235,6 +549,15 @@ func attachClaudeRequest(request any, set Set, options *convmeta.Options) (any,
 			if set.Source == types.RelayFormatGemini {
 				diagnostics = append(diagnostics, geminiNativeWebSearchDiagnostics(index, definition, types.RelayFormatClaude)...)
 			}
+			call := newWebSearchCall(set, index, definition, types.RelayFormatClaude)
+			call.Claude = target
+			handled, err := appendEncodedWebSearch(&tools, &diagnostics, call, options)
+			if err != nil {
+				return nil, diagnostics, err
+			}
+			if handled {
+				continue
+			}
 			toolType := "web_search_20250305"
 			if set.Source == types.RelayFormatClaude && isKnownClaudeWebSearchType(definition.NativeType) {
 				toolType = definition.NativeType
@@ -285,6 +608,16 @@ func attachClaudeRequest(request any, set Set, options *convmeta.Options) (any,
 				tools = append(tools, tool)
 				continue
 			}
+			if tool, handled := customTools[index]; handled {
+				if tool != nil {
+					tools = append(tools, &dto.Tool{
+						Name:        tool.name,
+						Description: tool.description,
+						InputSchema: tool.inputSchema(),
+					})
+				}
+				continue
+			}
 			diagnostics = append(diagnostics, semanticLoss(
 				fmt.Sprintf("tools[%d]", index),
 				"unsupported_hosted_tool",
@@ -292,23 +625,33 @@ func attachClaudeRequest(request any, set Set, options *convmeta.Options) (any,
 			))
 		}
 	}
-	if len(tools) > 0 {
-		target.Tools = tools
-	}
-	normalizedChoice, allowedChoiceDiagnostics := narrowAllowedFunctionChoice(set.Choice, types.RelayFormatClaude)
-	choice, choiceDiagnostics := encodeClaudeChoice(normalizedChoice, set.ParallelAllowed, set.Source)
-	target.ToolChoice = choice
-	diagnostics = append(diagnostics, allowedChoiceDiagnostics...)
-	diagnostics = append(diagnostics, choiceDiagnostics...)
 	historyDiagnostics, err := appendHostedHistoryToClaude(target, set)
 	if err != nil {
 		return nil, diagnostics, err
 	}
 	diagnostics = append(diagnostics, historyDiagnostics...)
+	if len(tools) == 0 {
+		return target, append(diagnostics, toolChoiceWithoutToolsDiagnostics(set)...), nil
+	}
+	target.Tools = tools
+	normalizedChoice, allowedChoiceDiagnostics := narrowAllowedFunctionChoice(responsesCustomToolChoice(set.Choice, customTools), types.RelayFormatClaude)
+	diagnostics = append(diagnostics, allowedChoiceDiagnostics...)
+	forced := normalizedChoice != nil && (normalizedChoice.Mode == ChoiceRequired || normalizedChoice.Mode == ChoiceNamed)
+	manualThinking := target.Thinking != nil && target.Thinking.Type == "enabled"
+	if forced && manualThinking && set.Source != types.RelayFormatClaude {
+		downgraded := *normalizedChoice
+		downgraded.Mode = ChoiceAuto
+		normalizedChoice = &downgraded
+		diagnostics = append(diagnostics, semanticLoss("tool_choice", "forced_tool_choice_downgraded",
+			"Claude rejects forced tool use while manual extended thinking is enabled; tool_choice was sent as auto, so the model may answer without calling a tool"))
+	}
+	choice, choiceDiagnostics := encodeClaudeChoice(normalizedChoice, set.ParallelAllowed, set.Source)
+	target.ToolChoice = choice
+	diagnostics = append(diagnostics, choiceDiagnostics...)
 	return target, diagnostics, nil
 }
 
-func attachGeminiRequest(request any, set Set) (any, []types.ConversionDiagnostic, error) {
+func attachGeminiRequest(request any, set Set, options *convmeta.Options) (any, []types.ConversionDiagnostic, error) {
 	target, ok := request.(*dto.GeminiChatRequest)
 	if !ok || target == nil {
 		return nil, nil, fmt.Errorf("expected Gemini generateContent request, got %T", request)
@@ -334,33 +677,34 @@ func attachGeminiRequest(request any, set Set) (any, []types.ConversionDiagnosti
 		return target, unsupportedHostedHistoryDiagnostics(types.RelayFormatGemini, set.History), nil
 	}
 	var (
-		functions   []map[string]any
-		tools       []map[string]any
-		diagnostics []types.ConversionDiagnostic
+		functions []map[string]any
+		tools     []any
 	)
+	jsonSchema := options != nil && options.Gemini.SupportsJSONSchemaModel(set.Model)
+	customTools, diagnostics := responsesCustomTools(set)
 	for index, definition := range set.Definitions {
 		switch definition.Kind {
 		case KindFunction:
 			if definition.Function == nil {
 				continue
 			}
-			parameters := definition.Function.Parameters
+			parametersField, parameters := "parameters", definition.Function.Parameters
 			if parameters != nil {
 				cloned, err := kitutil.Any2Type[any](parameters)
 				if err != nil {
 					return nil, diagnostics, fmt.Errorf("tools[%d].parameters: %w", index, err)
 				}
-				if params, ok := cloned.(map[string]any); ok {
-					if properties, exists := params["properties"].(map[string]any); exists && len(properties) == 0 {
-						cloned = nil
-					}
+				var misfits []string
+				parametersField, parameters, misfits = sharedgemini.FunctionParameters(cloned, jsonSchema)
+				if len(misfits) > 0 {
+					diagnostics = append(diagnostics, presentationLoss(fmt.Sprintf("tools[%d].parameters", index), "gemini_schema_keyword_dropped",
+						fmt.Sprintf("Gemini function parameters cannot carry %s", strings.Join(misfits, ", "))))
 				}
-				parameters = sharedgemini.CleanFunctionParameters(cloned)
 			}
 			function := map[string]any{
-				"name":        definition.Function.Name,
-				"description": definition.Function.Description,
-				"parameters":  parameters,
+				"name":          definition.Function.Name,
+				"description":   definition.Function.Description,
+				parametersField: parameters,
 			}
 			deleteEmptyStrings(function)
 			functions = append(functions, function)
@@ -368,6 +712,15 @@ func attachGeminiRequest(request any, set Set) (any, []types.ConversionDiagnosti
 				diagnostics = append(diagnostics, presentationLoss(fmt.Sprintf("tools[%d].strict", index), "unsupported_function_strict", "Gemini does not expose OpenAI function strictness"))
 			}
 		case KindWebSearch:
+			call := newWebSearchCall(set, index, definition, types.RelayFormatGemini)
+			call.Gemini = target
+			handled, err := appendEncodedWebSearch(&tools, &diagnostics, call, options)
+			if err != nil {
+				return nil, diagnostics, err
+			}
+			if handled {
+				continue
+			}
 			if set.Source == types.RelayFormatGemini && len(definition.Raw) > 0 {
 				var tool map[string]any
 				if err := kitutil.Unmarshal(definition.Raw, &tool); err != nil {
@@ -401,19 +754,18 @@ func attachGeminiRequest(request any, set Set) (any, []types.ConversionDiagnosti
 				tools = append(tools, tool)
 				continue
 			}
-			// The established Responses-to-Gemini compatibility path removes
-			// free-form/unknown tools together with custom call history in
-			// PrepareOpenAIResponsesRequest. Keep that explicit downgrade as a
-			// diagnostic; other opaque tools may be server-executed and remain a
-			// semantic loss under the default Safe policy.
-			if set.Source == types.RelayFormatOpenAIResponses && (definition.NativeType == "custom" || definition.NativeType == "unknown") {
-				diagnostics = append(diagnostics, presentationLoss(
-					fmt.Sprintf("tools[%d]", index),
-					"custom_tool_omitted",
-					"Gemini cannot represent this OpenAI free-form or unknown tool; its preprocessed call history and definition were omitted",
-				))
+			if tool, handled := customTools[index]; handled {
+				if tool != nil {
+					functions = append(functions, map[string]any{
+						"name":        tool.name,
+						"description": tool.description,
+						"parameters":  sharedgemini.CleanFunctionParameters(tool.inputSchema()),
+					})
+				}
 				continue
 			}
+			// Other opaque tools may be server-executed and remain a semantic
+			// loss under the default Safe policy.
 			if set.Source == types.RelayFormatOpenAIResponses && definition.Kind == KindNative {
 				diagnostics = append(diagnostics, semanticLoss(
 					fmt.Sprintf("tools[%d]", index),
@@ -439,7 +791,11 @@ func attachGeminiRequest(request any, set Set) (any, []types.ConversionDiagnosti
 		}
 		target.Tools = encoded
 	}
-	config, choiceDiagnostics := encodeGeminiChoice(set.Choice)
+	if len(functions) == 0 {
+		diagnostics = append(diagnostics, unsupportedHostedHistoryDiagnostics(types.RelayFormatGemini, set.History)...)
+		return target, append(diagnostics, toolChoiceWithoutToolsDiagnostics(set)...), nil
+	}
+	config, choiceDiagnostics := encodeGeminiChoice(responsesCustomToolChoice(set.Choice, customTools))
 	target.ToolConfig = config
 	diagnostics = append(diagnostics, choiceDiagnostics...)
 	if set.ParallelAllowed != nil && !*set.ParallelAllowed {
diff --git a/relaykit/relayconvert/internal/toolconv/model.go b/relaykit/relayconvert/internal/toolconv/model.go
index 21e4d8e..8fa2417 100644
--- a/relaykit/relayconvert/internal/toolconv/model.go
+++ b/relaykit/relayconvert/internal/toolconv/model.go
@@ -3,6 +3,7 @@ package toolconv
 import (
 	"encoding/json"
 
+	"github.com/QuantumNous/new-api/relaykit/relayconvert/convmeta"
 	"github.com/QuantumNous/new-api/relaykit/types"
 )
 
@@ -33,26 +34,18 @@ type Function struct {
 	Description string
 	Parameters  any
 	Strict      *bool
+	// OpenAPISchema marks Parameters written in Gemini's OpenAPI schema
+	// subset (uppercase type names, nullable, propertyOrdering) rather than
+	// JSON Schema.
+	OpenAPISchema bool
 }
 
-type ApproximateLocation struct {
-	City     string
-	Region   string
-	Country  string
-	Timezone string
-}
-
-type WebSearch struct {
-	Location          *ApproximateLocation
-	AllowedDomains    []string
-	BlockedDomains    []string
-	SearchContextSize string
-	MaxUses           *int
-	AllowedCallers    []string
-	ResponseInclusion string
-	ExternalWebAccess *bool
-	ReturnTokenBudget json.RawMessage
-}
+// ApproximateLocation and WebSearch are the convmeta types, so a host
+// web-search encoder receives the decoded specification unchanged.
+type (
+	ApproximateLocation = convmeta.ApproximateLocation
+	WebSearch           = convmeta.WebSearch
+)
 
 type Definition struct {
 	Kind       Kind
@@ -63,6 +56,9 @@ type Definition struct {
 	WebSearch  *WebSearch
 	Raw        json.RawMessage
 	Group      int
+	// Namespace is the Responses tool namespace the definition was declared
+	// in. Name and Function.Name already hold the flattened upstream name.
+	Namespace string
 }
 
 type ChoiceMode string
@@ -92,10 +88,16 @@ type Set struct {
 	ParallelAllowed  *bool
 	NativeToolConfig json.RawMessage
 	History          []HostedHistoryItem
+	// Diagnostics reports losses found while extracting the definitions; they
+	// are returned with the attach diagnostics.
+	Diagnostics []types.ConversionDiagnostic
+	// Model is the upstream model the definitions are attached for; target
+	// capability checks read it. The caller of AttachRequest sets it.
+	Model string
 }
 
 func (s Set) Empty() bool {
-	return len(s.Definitions) == 0 && s.Choice == nil && s.ParallelAllowed == nil && len(s.NativeToolConfig) == 0 && len(s.History) == 0
+	return len(s.Definitions) == 0 && s.Choice == nil && s.ParallelAllowed == nil && len(s.NativeToolConfig) == 0 && len(s.History) == 0 && len(s.Diagnostics) == 0
 }
 
 type HostedHistoryItem struct {
diff --git a/relaykit/relayconvert/internal/toolconv/policy_test.go b/relaykit/relayconvert/internal/toolconv/policy_test.go
index cdf9cae..e77e601 100644
--- a/relaykit/relayconvert/internal/toolconv/policy_test.go
+++ b/relaykit/relayconvert/internal/toolconv/policy_test.go
@@ -101,3 +101,181 @@ func TestSafePolicyRejectsRequestPhaseHostedToolLoss(t *testing.T) {
 	assert.True(t, hasDiagnosticCode(loss.Diagnostics, "unsupported_hosted_tool"))
 	assert.True(t, hasDiagnosticCode(diagnostics, "unsupported_hosted_tool"))
 }
+
+func codexResponsesToolsRequest(t *testing.T, toolChoice any, extraTools ...map[string]any) *dto.OpenAIResponsesRequest {
+	t.Helper()
+	tools := []map[string]any{
+		{
+			"type":        "custom",
+			"name":        "exec",
+			"description": "Run code.",
+			"format":      map[string]any{"type": "grammar", "syntax": "lark", "definition": "start: /.+/"},
+		},
+		{"type": "function", "name": "wait", "parameters": map[string]any{"type": "object"}},
+	}
+	tools = append(tools, extraTools...)
+	rawTools, err := kitutil.Marshal(tools)
+	require.NoError(t, err)
+	request := &dto.OpenAIResponsesRequest{Model: "gpt-test", Tools: rawTools}
+	if toolChoice != nil {
+		request.ToolChoice, err = kitutil.Marshal(toolChoice)
+		require.NoError(t, err)
+	}
+	return request
+}
+
+// responsesCustomToolTargets are the upstream protocols that receive a
+// Responses custom tool as a function taking one string argument.
+var responsesCustomToolTargets = []struct {
+	format  types.RelayFormat
+	request func() any
+}{
+	{types.RelayFormatOpenAI, func() any { return &dto.GeneralOpenAIRequest{Model: "gpt-test"} }},
+	{types.RelayFormatClaude, func() any { return &dto.ClaudeRequest{Model: "claude-test"} }},
+	{types.RelayFormatGemini, func() any { return &dto.GeminiChatRequest{} }},
+}
+
+// attachedFunctions returns the function declarations and the tool choice
+// that AttachRequest wrote into a Chat, Claude, or Gemini request, decoded
+// from their wire JSON.
+func attachedFunctions(t *testing.T, out any) ([]map[string]any, any) {
+	t.Helper()
+	var (
+		functions []map[string]any
+		choice    any
+		err       error
+	)
+	switch target := out.(type) {
+	case *dto.GeneralOpenAIRequest:
+		for _, tool := range target.Tools {
+			function, err := kitutil.Any2Type[map[string]any](tool.Function)
+			require.NoError(t, err)
+			functions = append(functions, function)
+		}
+		choice, err = kitutil.Any2Type[any](target.ToolChoice)
+	case *dto.ClaudeRequest:
+		functions, err = kitutil.Any2Type[[]map[string]any](target.Tools)
+		require.NoError(t, err)
+		choice, err = kitutil.Any2Type[any](target.ToolChoice)
+	case *dto.GeminiChatRequest:
+		var groups []struct {
+			FunctionDeclarations []map[string]any `json:"functionDeclarations"`
+		}
+		require.NoError(t, kitutil.Unmarshal(target.Tools, &groups))
+		require.Len(t, groups, 1)
+		functions = groups[0].FunctionDeclarations
+		choice, err = kitutil.Any2Type[any](target.ToolConfig)
+	default:
+		require.FailNow(t, "unexpected request type", "%T", out)
+	}
+	require.NoError(t, err)
+	return functions, choice
+}
+
+func TestResponsesCustomToolReachesEachTargetAsStringInputFunction(t *testing.T) {
+	t.Parallel()
+
+	const execDescription = "Run code.\n\nThis tool takes freeform text. Put the complete raw text in the \"input\" argument.\n\nThe input must match this Lark grammar:\nstart: /.+/"
+	inputSchema := map[string]any{
+		"type": "object",
+		"properties": map[string]any{
+			"input": map[string]any{"type": "string", "description": "Raw input for the tool."},
+		},
+		"required":             []any{"input"},
+		"additionalProperties": false,
+	}
+	expected := map[types.RelayFormat]struct {
+		functions []map[string]any
+		choice    any
+	}{
+		types.RelayFormatOpenAI: {
+			functions: []map[string]any{
+				{"name": "exec", "description": execDescription, "parameters": inputSchema},
+				{"name": "wait", "parameters": map[string]any{"type": "object"}},
+			},
+			choice: map[string]any{"type": "function", "function": map[string]any{"name": "exec"}},
+		},
+		types.RelayFormatClaude: {
+			functions: []map[string]any{
+				{"name": "exec", "description": execDescription, "input_schema": inputSchema},
+				{"name": "wait", "input_schema": map[string]any{"type": "object", "properties": map[string]any{}}},
+			},
+			choice: map[string]any{"type": "tool", "name": "exec"},
+		},
+		// Gemini receives the cleaned OpenAPI schema without additionalProperties.
+		types.RelayFormatGemini: {
+			functions: []map[string]any{
+				{"name": "exec", "description": execDescription, "parameters": map[string]any{
+					"type": "OBJECT",
+					"properties": map[string]any{
+						"input": map[string]any{"type": "STRING", "description": "Raw input for the tool."},
+					},
+					"required": []any{"input"},
+				}},
+				{"name": "wait", "parameters": map[string]any{"type": "OBJECT"}},
+			},
+			choice: map[string]any{"functionCallingConfig": map[string]any{"mode": "ANY", "allowedFunctionNames": []any{"exec"}}},
+		},
+	}
+
+	_, set, err := ExtractRequest(types.RelayFormatOpenAIResponses, codexResponsesToolsRequest(t, map[string]any{"type": "custom", "name": "exec"}))
+	require.NoError(t, err)
+	assert.Equal(t, map[string]struct{}{"exec": {}}, ResponsesCustomToolNames(set))
+
+	for _, target := range responsesCustomToolTargets {
+		t.Run(string(target.format), func(t *testing.T) {
+			out, diagnostics, err := AttachRequest(target.format, target.request(), set, &convmeta.Options{ToolLossPolicy: types.ConversionLossPolicySafe})
+			require.NoError(t, err)
+			functions, choice := attachedFunctions(t, out)
+			assert.Equal(t, expected[target.format].functions, functions)
+			assert.Equal(t, expected[target.format].choice, choice)
+			assert.True(t, hasDiagnosticCode(diagnostics, "custom_tool_as_function"))
+			assert.False(t, hasDiagnosticCode(diagnostics, "unsupported_hosted_tool"))
+			assert.False(t, hasDiagnosticCode(diagnostics, "unsupported_tool_choice"))
+
+			_, _, err = AttachRequest(target.format, target.request(), set, &convmeta.Options{ToolLossPolicy: types.ConversionLossPolicyStrict})
+			var loss *types.ConversionLossError
+			require.ErrorAs(t, err, &loss)
+			assert.True(t, hasDiagnosticCode(loss.Diagnostics, "custom_tool_as_function"))
+		})
+	}
+}
+
+func TestResponsesCustomToolNameConflictIsDropped(t *testing.T) {
+	t.Parallel()
+
+	// The custom exec loses to the function exec, so a choice naming it has no
+	// sent tool to point at and must stay unconverted.
+	request := codexResponsesToolsRequest(t, map[string]any{"type": "custom", "name": "exec"},
+		map[string]any{"type": "function", "name": "exec", "parameters": map[string]any{"type": "object"}},
+		map[string]any{"type": "custom", "name": "apply_patch"},
+		map[string]any{"type": "custom", "name": "apply_patch", "description": "duplicate"},
+	)
+	_, set, err := ExtractRequest(types.RelayFormatOpenAIResponses, request)
+	require.NoError(t, err)
+	assert.Equal(t, map[string]struct{}{"apply_patch": {}}, ResponsesCustomToolNames(set))
+
+	for _, target := range responsesCustomToolTargets {
+		t.Run(string(target.format), func(t *testing.T) {
+			out, diagnostics, err := AttachRequest(target.format, target.request(), set, &convmeta.Options{})
+			require.NoError(t, err)
+			functions, choice := attachedFunctions(t, out)
+			require.Len(t, functions, 3)
+			names := make([]string, 0, len(functions))
+			for _, function := range functions {
+				names = append(names, function["name"].(string))
+			}
+			assert.Equal(t, []string{"wait", "exec", "apply_patch"}, names)
+			// Only the custom definitions carry a description, so the kept exec
+			// is the function one.
+			assert.NotContains(t, functions[1], "description")
+			assert.NotContains(t, functions[2]["description"], "duplicate")
+			assert.Nil(t, choice)
+			assert.True(t, hasDiagnosticCode(diagnostics, "custom_tool_name_conflict"))
+			assert.True(t, hasDiagnosticCode(diagnostics, "unsupported_tool_choice"))
+
+			_, _, err = AttachRequest(target.format, target.request(), set, &convmeta.Options{ToolLossPolicy: types.ConversionLossPolicySafe})
+			require.Error(t, err)
+		})
+	}
+}
diff --git a/relaykit/relayconvert/kitutil/mask.go b/relaykit/relayconvert/kitutil/mask.go
index 092a767..4046fae 100644
--- a/relaykit/relayconvert/kitutil/mask.go
+++ b/relaykit/relayconvert/kitutil/mask.go
@@ -1,15 +1,25 @@
 package kitutil
 
 import (
+	"maps"
+	"net"
 	"net/url"
 	"regexp"
+	"slices"
 	"strings"
 )
 
 var (
-	maskURLPattern    = regexp.MustCompile(`(http|https)://[^\s/$.?#].[^\s]*`)
-	maskDomainPattern = regexp.MustCompile(`\b(?:[a-zA-Z0-9](?:[a-zA-Z0-9-]{0,61}[a-zA-Z0-9])?\.)+[a-zA-Z]{2,}\b`)
-	maskIPPattern     = regexp.MustCompile(`\b(?:\d{1,3}\.){3}\d{1,3}\b`)
+	// maskURLPattern stops at characters a URL cannot contain unescaped, such
+	// as double quotes and angle or curly brackets, so a URL quoted in an error
+	// keeps its delimiters. Apostrophes and parentheses are valid inside a URL;
+	// the caller trims them, like other punctuation, only when they trail it.
+	maskURLPattern = regexp.MustCompile(`(?:https?|wss?)://[^\s"<>{}]+`)
+	maskIPPattern  = regexp.MustCompile(`\b(?:\d{1,3}\.){3}\d{1,3}\b`)
+	// maskBracketedIPv6Pattern matches the bracketed form Go network errors use
+	// for IPv6 addresses, as in "dial tcp [2001:db8::1]:443", with an optional
+	// zone; the caller confirms the content parses as an IP.
+	maskBracketedIPv6Pattern = regexp.MustCompile(`\[([0-9A-Fa-f:.]*:[0-9A-Fa-f:.]*)(%[^\]\s]*)?\]`)
 	// maskApiKeyPattern matches patterns like 'api_key:xxx' or "api_key:xxx" to mask the API key value
 	maskApiKeyPattern = regexp.MustCompile(`(['"]?)api_key:([^\s'"]+)(['"]?)`)
 )
@@ -53,30 +63,111 @@ func maskHostForPlainDomain(domain string) string {
 	return stars + "." + strings.Join(tail, ".")
 }
 
-// MaskSensitiveInfo masks sensitive information like URLs, IPs, and domain names in a string
-// Example:
-// http://example.com -> http://***.com
-// https://api.test.org/v1/users/123?key=secret -> https://***.org/***/***/?key=***
-// https://sub.domain.co.uk/path/to/resource -> https://***.co.uk/***/***
-// 192.168.1.1 -> ***.***.***.***
-// openai.com -> ***.com
-// www.openai.com -> ***.***.com
-// api.openai.com -> ***.***.com
-func MaskSensitiveInfo(str string) string {
-	// Mask URLs
-	str = maskURLPattern.ReplaceAllStringFunc(str, func(urlStr string) string {
+// maskURLQuery keeps the parameter names of a raw query and masks the values.
+// Example: key=secret&alt=sse -> ?alt=***&key=***
+func maskURLQuery(rawQuery string) string {
+	if rawQuery == "" {
+		return ""
+	}
+	values, err := url.ParseQuery(rawQuery)
+	if err != nil {
+		// If can't parse query, just mask the whole query string
+		return "?***"
+	}
+	if len(values) == 0 {
+		return ""
+	}
+	maskedParams := make([]string, 0, len(values))
+	for _, key := range slices.Sorted(maps.Keys(values)) {
+		maskedParams = append(maskedParams, key+"=***")
+	}
+	return "?" + strings.Join(maskedParams, "&")
+}
+
+// MaskSensitiveInfo masks the upstream addresses in str and leaves every other
+// URL and domain readable. upstreamURLs are the channel base URL and the URL
+// the gateway actually requested, which differs for routes such as absolute
+// Advanced Custom paths; empty entries are skipped. Credentials and IPv4
+// addresses are masked regardless of the upstream: API key values, the query
+// values and userinfo of every URL, which carry secrets such as client_secret
+// or key on provider endpoints, and IPs, which in network errors include the
+// gateway's own address.
+// Example with upstream https://api.upstream.example.com:
+// https://api.upstream.example.com/v1/chat?key=secret -> https://***.com/***/***?key=***
+// lookup api.upstream.example.com -> lookup ***.***.***.com
+// dial tcp 192.168.1.1:443 -> dial tcp ***.***.***.***:443
+// https://docs.example.org/errors -> unchanged
+// https://auth.example.org/token?client_secret=s -> https://auth.example.org/token?client_secret=***
+func MaskSensitiveInfo(str string, upstreamURLs ...string) string {
+	// Mask API keys (e.g., "api_key:test-api-key-for-redaction" -> "api_key:***")
+	str = maskApiKeyPattern.ReplaceAllString(str, "${1}api_key:***${3}")
+
+	upstreamHosts := make([]string, 0, len(upstreamURLs))
+	for _, upstreamURL := range upstreamURLs {
+		upstreamURL = strings.TrimSpace(upstreamURL)
+		if upstreamURL == "" {
+			continue
+		}
+		if !strings.Contains(upstreamURL, "://") {
+			// A base URL saved without a scheme would otherwise parse as a path.
+			upstreamURL = "//" + upstreamURL
+		}
+		parsed, err := url.Parse(upstreamURL)
+		if err != nil {
+			continue
+		}
+		// A fully qualified host keeps its trailing root dot; errors may omit it.
+		if host := strings.TrimSuffix(parsed.Hostname(), "."); host != "" {
+			upstreamHosts = append(upstreamHosts, host)
+		}
+	}
+	// Mask URLs on an upstream host, and the query values of every other URL
+	str = maskURLPattern.ReplaceAllStringFunc(str, func(match string) string {
+		urlStr := match
+		for urlStr != "" {
+			last := urlStr[len(urlStr)-1]
+			if strings.IndexByte(".,;:!?'", last) < 0 && (last != ')' || strings.Count(urlStr, "(") >= strings.Count(urlStr, ")")) {
+				break
+			}
+			urlStr = urlStr[:len(urlStr)-1]
+		}
+		suffix := match[len(urlStr):]
 		u, err := url.Parse(urlStr)
 		if err != nil {
-			return urlStr
+			return match
+		}
+		host := strings.TrimSuffix(u.Hostname(), ".")
+		if !slices.ContainsFunc(upstreamHosts, func(upstreamHost string) bool { return strings.EqualFold(upstreamHost, host) }) {
+			if u.RawQuery == "" && u.User == nil {
+				return match
+			}
+			// Userinfo is a credential wherever the URL points.
+			if u.User != nil {
+				scheme, afterScheme, _ := strings.Cut(urlStr, "://")
+				authorityEnd := strings.IndexAny(afterScheme, "/?#")
+				if authorityEnd < 0 {
+					authorityEnd = len(afterScheme)
+				}
+				urlStr = scheme + "://***@" + afterScheme[strings.LastIndex(afterScheme[:authorityEnd], "@")+1:]
+			}
+			if u.RawQuery == "" {
+				return urlStr + suffix
+			}
+			beforeQuery, _, _ := strings.Cut(urlStr, "?")
+			fragment := ""
+			if u.Fragment != "" {
+				fragment = "#" + u.EscapedFragment()
+			}
+			return beforeQuery + maskURLQuery(u.RawQuery) + fragment + suffix
 		}
 
-		host := u.Host
-		if host == "" {
-			return urlStr
-		}
-
-		// Mask host with unified logic
 		maskedHost := maskHostForURL(host)
+		if ip := net.ParseIP(host); ip != nil && ip.To4() != nil {
+			maskedHost = "***.***.***.***"
+		}
+		if port := u.Port(); port != "" {
+			maskedHost += ":" + port
+		}
 
 		result := u.Scheme + "://" + maskedHost
 
@@ -96,36 +187,35 @@ func MaskSensitiveInfo(str string) string {
 			result += "/"
 		}
 
-		// Mask query parameters
-		if u.RawQuery != "" {
-			values, err := url.ParseQuery(u.RawQuery)
-			if err != nil {
-				// If can't parse query, just mask the whole query string
-				result += "?***"
-			} else {
-				maskedParams := make([]string, 0, len(values))
-				for key := range values {
-					maskedParams = append(maskedParams, key+"=***")
-				}
-				if len(maskedParams) > 0 {
-					result += "?" + strings.Join(maskedParams, "&")
-				}
-			}
+		return result + maskURLQuery(u.RawQuery) + suffix
+	})
+
+	// Mask IP addresses: in network errors they are the resolved upstream
+	// address or the gateway's own, so they are masked even without an
+	// upstream address, and an IP upstream host is covered too. IPv6 goes
+	// first so an embedded IPv4 such as [::ffff:10.0.0.1] still parses.
+	str = maskBracketedIPv6Pattern.ReplaceAllStringFunc(str, func(match string) string {
+		if net.ParseIP(maskBracketedIPv6Pattern.FindStringSubmatch(match)[1]) == nil {
+			return match
 		}
-
-		return result
+		return "[***]"
 	})
-
-	// Mask domain names without protocol (like openai.com, www.openai.com)
-	str = maskDomainPattern.ReplaceAllStringFunc(str, func(domain string) string {
-		return maskHostForPlainDomain(domain)
-	})
-
-	// Mask IP addresses
 	str = maskIPPattern.ReplaceAllString(str, "***.***.***.***")
+	if len(upstreamHosts) == 0 {
+		return str
+	}
 
-	// Mask API keys (e.g., "api_key:test-api-key-for-redaction" -> "api_key:***")
-	str = maskApiKeyPattern.ReplaceAllString(str, "${1}api_key:***${3}")
+	// Mask an upstream host where it appears without a scheme, as in
+	// "dial tcp: lookup api.example.com: no such host". Longer hosts go first
+	// so a subdomain upstream is masked whole before its parent base host.
+	slices.SortFunc(upstreamHosts, func(a, b string) int { return len(b) - len(a) })
+	for _, host := range upstreamHosts {
+		if net.ParseIP(host) != nil {
+			continue
+		}
+		hostPattern := regexp.MustCompile(`(?i)\b` + regexp.QuoteMeta(host) + `\b`)
+		str = hostPattern.ReplaceAllStringFunc(str, maskHostForPlainDomain)
+	}
 
 	return str
 }
diff --git a/relaykit/relayconvert/kitutil/mask_test.go b/relaykit/relayconvert/kitutil/mask_test.go
new file mode 100644
index 0000000..8773be1
--- /dev/null
+++ b/relaykit/relayconvert/kitutil/mask_test.go
@@ -0,0 +1,136 @@
+package kitutil
+
+import (
+	"testing"
+
+	"github.com/stretchr/testify/assert"
+)
+
+func TestMaskSensitiveInfoMasksOnlyTheUpstreamAddress(t *testing.T) {
+	tests := []struct {
+		name         string
+		upstreamURLs []string
+		input        string
+		want         string
+	}{
+		{
+			name:         "no upstream address leaves hosts readable but masks IPs",
+			upstreamURLs: []string{"", ""},
+			input:        `Post "https://api.upstream.example.com/v1/chat/completions": dial tcp 10.0.0.1:443: connect: connection refused`,
+			want:         `Post "https://api.upstream.example.com/v1/chat/completions": dial tcp ***.***.***.***:443: connect: connection refused`,
+		},
+		{
+			name:         "bracketed IPv6 addresses are masked without an upstream address",
+			upstreamURLs: nil,
+			input:        `dial tcp [2a01:4f8::1]:443: i/o timeout; lookup api.example.com on [::1]:53; dial tcp [fe80::1%eth0]:443; dial tcp [::ffff:10.0.0.1]:443; items[0] and [1:2] stay`,
+			want:         `dial tcp [***]:443: i/o timeout; lookup api.example.com on [***]:53; dial tcp [***]:443; dial tcp [***]:443; items[0] and [1:2] stay`,
+		},
+		{
+			name:         "IPv6 upstream base URL in a WebSocket dial error",
+			upstreamURLs: []string{"http://[2001:db8::1]:8080"},
+			input:        `dial failed to ws://[2001:db8::1]:8080/v1/realtime: dial tcp [2001:db8::1]:8080: connect: connection refused`,
+			want:         `dial failed to ws://***:8080/***/***: dial tcp [***]:8080: connect: connection refused`,
+		},
+		{
+			name:         "no upstream address still masks API key values",
+			upstreamURLs: nil,
+			input:        `invalid api_key:test-api-key-for-redaction`,
+			want:         `invalid api_key:***`,
+		},
+		{
+			name:         "query values carry credentials on any host",
+			upstreamURLs: []string{"https://custom.base.example"},
+			input:        `Post "https://aip.baidubce.com/oauth/2.0/token?grant_type=client_credentials&client_id=id-1&client_secret=secret-1": dial tcp: i/o timeout, see https://docs.example.org/errors?lang=en#retry`,
+			want:         `Post "https://aip.baidubce.com/oauth/2.0/token?client_id=***&client_secret=***&grant_type=***": dial tcp: i/o timeout, see https://docs.example.org/errors?lang=***#retry`,
+		},
+		{
+			name:         "parentheses inside a URL keep its query masked",
+			upstreamURLs: nil,
+			input:        `failed to download https://cdn.example/image(1).png?token=secret (status 403)`,
+			want:         `failed to download https://cdn.example/image(1).png?token=*** (status 403)`,
+		},
+		{
+			name:         "apostrophes inside a URL keep its query and userinfo masked",
+			upstreamURLs: nil,
+			input:        `failed to download https://cdn.example/John's-photo.png?token=secret from 'https://o'neil:pw@cdn.example/a?sig=1'`,
+			want:         `failed to download https://cdn.example/John's-photo.png?token=*** from 'https://***@cdn.example/a?sig=***'`,
+		},
+		{
+			name:         "userinfo is masked on any host",
+			upstreamURLs: nil,
+			input:        `downloading https://alice:secret@cdn.example/file.png and https://bob@cdn.example/a?sig=1`,
+			want:         `downloading https://***@cdn.example/file.png and https://***@cdn.example/a?sig=***`,
+		},
+		{
+			name:         "query values are masked without an upstream address",
+			upstreamURLs: nil,
+			input:        `request to https://generativelanguage.googleapis.com/v1beta/models?key=AIza-secret failed`,
+			want:         `request to https://generativelanguage.googleapis.com/v1beta/models?key=*** failed`,
+		},
+		{
+			name:         "upstream URL, its IP and other URLs",
+			upstreamURLs: []string{"https://api.upstream.example.com/openai"},
+			input:        `request to https://api.upstream.example.com/openai/v1/chat/completions?key=secret failed: dial tcp 10.0.0.1:443: i/o timeout, see https://docs.example.org/errors`,
+			want:         `request to https://***.com/***/***/***/***?key=*** failed: dial tcp ***.***.***.***:443: i/o timeout, see https://docs.example.org/errors`,
+		},
+		{
+			name:         "bare upstream host in a DNS error",
+			upstreamURLs: []string{"https://API.Upstream.example.com"},
+			input:        `dial tcp: lookup api.upstream.example.com: no such host`,
+			want:         `dial tcp: lookup ***.***.***.com: no such host`,
+		},
+		{
+			name:         "fully qualified base URL with a trailing dot",
+			upstreamURLs: []string{"https://private.example.com./v1"},
+			input:        `request to https://private.example.com./v1/responses failed: dial tcp: lookup private.example.com.: no such host`,
+			want:         `request to https://***.com/***/*** failed: dial tcp: lookup ***.***.com.: no such host`,
+		},
+		{
+			name:         "base URL saved without a scheme",
+			upstreamURLs: []string{"relay.example.co.uk"},
+			input:        `request to https://relay.example.co.uk/v1/messages failed: EOF`,
+			want:         `request to https://***.co.uk/***/*** failed: EOF`,
+		},
+		{
+			name:         "quoted URL keeps its delimiters and trailing punctuation",
+			upstreamURLs: []string{"https://api.upstream.example.com"},
+			input:        `Post "https://api.upstream.example.com/v1/chat/completions": EOF; retry https://api.upstream.example.com/v1/models.`,
+			want:         `Post "https://***.com/***/***/***": EOF; retry https://***.com/***/***.`,
+		},
+		{
+			name:         "port does not hide a country-code TLD",
+			upstreamURLs: []string{"https://relay.example.co.uk:8443"},
+			input:        `request to https://relay.example.co.uk:8443/v1/messages failed`,
+			want:         `request to https://***.co.uk:8443/***/*** failed`,
+		},
+		{
+			name:         "IP upstream host is fully masked",
+			upstreamURLs: []string{"http://10.0.0.1:8080"},
+			input:        `request to http://10.0.0.1:8080/v1/chat failed`,
+			want:         `request to http://***.***.***.***:8080/***/*** failed`,
+		},
+		{
+			name:         "requested origin of an absolute route besides the base URL",
+			upstreamURLs: []string{"https://api.upstream.example.com", "wss://realtime.private.example.net"},
+			input:        `dial failed to wss://realtime.private.example.net/v1/responses: dial tcp: lookup realtime.private.example.net: no such host`,
+			want:         `dial failed to wss://***.net/***/***: dial tcp: lookup ***.***.***.net: no such host`,
+		},
+		{
+			name:         "subdomain upstream is masked whole before its parent base host",
+			upstreamURLs: []string{"https://api.example.com", "wss://tenant.api.example.com"},
+			input:        `dial tcp: lookup tenant.api.example.com: no such host`,
+			want:         `dial tcp: lookup ***.***.***.com: no such host`,
+		},
+		{
+			name:         "other domains and dotted identifiers stay readable",
+			upstreamURLs: []string{"https://api.upstream.example.com"},
+			input:        `Unknown event response.output_text.delta from model gpt-4.1, contact support@example.org`,
+			want:         `Unknown event response.output_text.delta from model gpt-4.1, contact support@example.org`,
+		},
+	}
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			assert.Equal(t, tt.want, MaskSensitiveInfo(tt.input, tt.upstreamURLs...))
+		})
+	}
+}
diff --git a/relaykit/relayconvert/reasoning/claude.go b/relaykit/relayconvert/reasoning/claude.go
index aa133a6..13f00d0 100644
--- a/relaykit/relayconvert/reasoning/claude.go
+++ b/relaykit/relayconvert/reasoning/claude.go
@@ -26,15 +26,25 @@ type claudeCapabilities struct {
 	supportsManual  bool
 	defaultThinking bool
 	supportsDisable bool
-	supportsEffort  bool
-	supportsXHigh   bool
-	supportsMax     bool
-	strictSampling  bool
+	// disableAsBetweenTools marks models whose lowest thinking setting is
+	// {"type":"between_tools"} instead of {"type":"disabled"}.
+	disableAsBetweenTools bool
+	supportsEffort        bool
+	supportsXHigh         bool
+	supportsMax           bool
+	strictSampling        bool
+	// offEffortAtMostHigh marks models that accept effort high or below only
+	// while thinking is off (disabled or between_tools).
+	offEffortAtMostHigh bool
+	// defaultEffort is the effort the model runs at when a request sets none:
+	// medium on Claude Opus 5.5 and Haiku 5.5 and high on every other model
+	// (https://platform.claude.com/docs/en/build-with-claude/effort).
+	defaultEffort Effort
 }
 
 func claudeCapabilitiesFor(model string) claudeCapabilities {
 	model = strings.ToLower(model)
-	capabilities := claudeCapabilities{supportsManual: true, supportsDisable: true}
+	capabilities := claudeCapabilities{supportsManual: true, supportsDisable: true, defaultEffort: EffortHigh}
 
 	switch {
 	case strings.HasPrefix(model, "claude-fable-5"),
@@ -43,6 +53,7 @@ func claudeCapabilitiesFor(model string) claudeCapabilities {
 		capabilities.supportsManual = false
 		capabilities.defaultThinking = true
 		capabilities.supportsDisable = false
+		capabilities.supportsEffort = true
 		capabilities.supportsXHigh = true
 		capabilities.supportsMax = true
 		capabilities.strictSampling = true
@@ -50,17 +61,41 @@ func claudeCapabilitiesFor(model string) claudeCapabilities {
 		capabilities.adaptive = true
 		capabilities.defaultThinking = true
 		capabilities.supportsDisable = false
+		capabilities.supportsEffort = true
+		capabilities.supportsMax = true
+		capabilities.strictSampling = true
+	case strings.HasPrefix(model, "claude-opus-5-5"),
+		strings.HasPrefix(model, "claude-sonnet-5-5"):
+		// Opus 5.5 cannot turn thinking off at all; Sonnet 5.5 turns it off
+		// with between_tools, which takes effort high or below only.
+		capabilities.adaptive = true
+		capabilities.supportsManual = false
+		capabilities.defaultThinking = true
+		capabilities.supportsDisable = false
+		capabilities.disableAsBetweenTools = strings.HasPrefix(model, "claude-sonnet-5-5")
+		capabilities.offEffortAtMostHigh = capabilities.disableAsBetweenTools
+		if strings.HasPrefix(model, "claude-opus-5-5") {
+			capabilities.defaultEffort = EffortMedium
+		}
+		capabilities.supportsEffort = true
+		capabilities.supportsXHigh = true
 		capabilities.supportsMax = true
 		capabilities.strictSampling = true
 	case strings.HasPrefix(model, "claude-opus-5"),
 		strings.HasPrefix(model, "claude-sonnet-5"),
+		strings.HasPrefix(model, "claude-haiku-5"),
 		strings.HasPrefix(model, "claude-opus-4-8"),
 		strings.HasPrefix(model, "claude-opus-4-7"):
 		capabilities.adaptive = true
 		capabilities.supportsManual = false
-		if strings.HasPrefix(model, "claude-opus-5") || strings.HasPrefix(model, "claude-sonnet-5") {
+		if strings.HasPrefix(model, "claude-opus-5") || strings.HasPrefix(model, "claude-sonnet-5") || strings.HasPrefix(model, "claude-haiku-5") {
 			capabilities.defaultThinking = true
 		}
+		// Opus 5 and Haiku 5.5 reject disabled thinking with xhigh or max.
+		capabilities.offEffortAtMostHigh = strings.HasPrefix(model, "claude-opus-5") || strings.HasPrefix(model, "claude-haiku-5")
+		if strings.HasPrefix(model, "claude-haiku-5") {
+			capabilities.defaultEffort = EffortMedium
+		}
 		capabilities.supportsEffort = true
 		capabilities.supportsXHigh = true
 		capabilities.supportsMax = true
@@ -97,12 +132,6 @@ func RenderClaude(model string, intent Intent, maxTokens *uint, adapterBudgetPer
 		diagnostics = append(diagnostics, normalizeDiagnostics...)
 	}
 	capabilities := claudeCapabilitiesFor(model)
-	if disabledWithEffort {
-		diagnostics = append(diagnostics, claudeReasoningDiagnostic(
-			"claude_disabled_effort_ignored",
-			fmt.Sprintf("model %q cannot apply effort %q while thinking is disabled; the effort was ignored", model, intent.Effort),
-		))
-	}
 	if !intent.HasStrength() {
 		if intent.IncludeThoughts != nil && capabilities.adaptive && capabilities.defaultThinking {
 			thinking := &dto.Thinking{Type: "adaptive"}
@@ -113,17 +142,43 @@ func RenderClaude(model string, intent Intent, maxTokens *uint, adapterBudgetPer
 			}
 			return ClaudeRender{
 				Thinking:        thinking,
-				EffectiveEffort: EffortHigh,
+				EffectiveEffort: capabilities.defaultEffort,
 				ClearSampling:   capabilities.strictSampling,
 			}, nil
 		}
 		if capabilities.defaultThinking {
-			return ClaudeRender{EffectiveEffort: EffortHigh, ClearSampling: capabilities.strictSampling}, nil
+			return ClaudeRender{EffectiveEffort: capabilities.defaultEffort, ClearSampling: capabilities.strictSampling}, nil
 		}
 		return ClaudeRender{ClearSampling: capabilities.strictSampling}, nil
 	}
 
 	if intent.Mode == ModeDisabled || intent.Effort == EffortNone {
+		// Effort works without thinking, so a requested level is sent at one
+		// the model accepts while thinking is off.
+		outputEffort := Effort("")
+		if disabledWithEffort && (capabilities.supportsDisable || capabilities.disableAsBetweenTools) {
+			outputEffort = ClaudeEffort(model, intent.Effort)
+			if capabilities.offEffortAtMostHigh && (outputEffort == EffortXHigh || outputEffort == EffortMax) {
+				outputEffort = EffortHigh
+			}
+			diagnostics = append(diagnostics, claudeEffortDiagnostics(model, intent.Effort, outputEffort)...)
+		}
+		if capabilities.disableAsBetweenTools {
+			// between_tools takes no other thinking field and runs at the
+			// default effort or the requested one, both within its "high or
+			// below" limit.
+			diagnostics = append(diagnostics, claudeReasoningDiagnostic(
+				"claude_thinking_disable_as_between_tools",
+				fmt.Sprintf("model %q rejects disabled thinking; using between_tools, its lowest thinking setting", model),
+			))
+			return ClaudeRender{
+				Thinking:        &dto.Thinking{Type: "between_tools"},
+				OutputEffort:    outputEffort,
+				EffectiveEffort: EffortNone,
+				ClearSampling:   capabilities.strictSampling,
+				Diagnostics:     diagnostics,
+			}, nil
+		}
 		if !capabilities.supportsDisable {
 			diagnostics = append(diagnostics, claudeReasoningDiagnostic(
 				"claude_thinking_disable_unsupported",
@@ -138,8 +193,7 @@ func RenderClaude(model string, intent Intent, maxTokens *uint, adapterBudgetPer
 						thinking.Display = "omitted"
 					}
 				}
-				outputEffort := Effort("")
-				effectiveEffort := EffortHigh
+				effectiveEffort := capabilities.defaultEffort
 				if capabilities.supportsEffort {
 					outputEffort = EffortLow
 					effectiveEffort = EffortLow
@@ -156,6 +210,7 @@ func RenderClaude(model string, intent Intent, maxTokens *uint, adapterBudgetPer
 		}
 		return ClaudeRender{
 			Thinking:        &dto.Thinking{Type: "disabled"},
+			OutputEffort:    outputEffort,
 			EffectiveEffort: EffortNone,
 			ClearSampling:   capabilities.strictSampling,
 			Diagnostics:     diagnostics,
@@ -175,7 +230,7 @@ func RenderClaude(model string, intent Intent, maxTokens *uint, adapterBudgetPer
 			effort = EffortFromBudget(*intent.BudgetTokens)
 		}
 		if effort == "" && intent.Mode == ModeEnabled {
-			effort = EffortHigh
+			effort = capabilities.defaultEffort
 		}
 		normalizedEffort := normalizeClaudeEffort(effort, capabilities)
 		if effort != "" && normalizedEffort != effort {
@@ -187,7 +242,7 @@ func RenderClaude(model string, intent Intent, maxTokens *uint, adapterBudgetPer
 		effort = normalizedEffort
 		effectiveEffort := effort
 		if effectiveEffort == "" && intent.Mode == ModeAdaptive {
-			effectiveEffort = EffortHigh
+			effectiveEffort = capabilities.defaultEffort
 		}
 
 		// Claude effort can be used without enabling thinking. Preserve that
@@ -227,11 +282,22 @@ func RenderClaude(model string, intent Intent, maxTokens *uint, adapterBudgetPer
 		))
 		intent.Mode = ModeEnabled
 		if intent.Effort == "" {
-			intent.Effort = EffortHigh
+			intent.Effort = capabilities.defaultEffort
 		}
 	}
 	if intent.Mode == ModeUnset {
-		return ClaudeRender{OutputEffort: intent.Effort, EffectiveEffort: intent.Effort, Diagnostics: diagnostics}, nil
+		// Known models get the effort they accept. They think only when asked,
+		// so a removed effort leaves none.
+		effort := intent.Effort
+		if isKnownClaudeModel(model) {
+			effort = ClaudeEffort(model, intent.Effort)
+			diagnostics = append(diagnostics, claudeEffortDiagnostics(model, intent.Effort, effort)...)
+		}
+		effectiveEffort := effort
+		if effectiveEffort == "" {
+			effectiveEffort = EffortNone
+		}
+		return ClaudeRender{OutputEffort: effort, EffectiveEffort: effectiveEffort, Diagnostics: diagnostics}, nil
 	}
 	var raisedMaxTokens *uint
 	if maxTokens == nil || *maxTokens <= 1024 {
@@ -289,9 +355,8 @@ func RenderClaude(model string, intent Intent, maxTokens *uint, adapterBudgetPer
 	} else if effectiveEffort == "" {
 		effectiveEffort = EffortFromBudget(budget)
 	}
-	outputEffort := Effort("")
-	if capabilities.supportsEffort && intent.Effort != "" {
-		outputEffort = normalizeClaudeEffort(intent.Effort, capabilities)
+	outputEffort := ClaudeEffort(model, intent.Effort)
+	if outputEffort != "" {
 		effectiveEffort = outputEffort
 	}
 	thinking := &dto.Thinking{Type: "enabled", BudgetTokens: &budget}
@@ -322,6 +387,25 @@ func claudeReasoningDiagnostic(code string, message string) types.ConversionDiag
 	}
 }
 
+// claudeEffortDiagnostics reports a requested effort that is sent at another
+// level or removed because the model takes none.
+func claudeEffortDiagnostics(model string, requested Effort, sent Effort) []types.ConversionDiagnostic {
+	switch {
+	case requested == "" || requested == EffortNone || requested == sent:
+		return nil
+	case sent == "":
+		return []types.ConversionDiagnostic{claudeReasoningDiagnostic(
+			"claude_effort_unsupported",
+			fmt.Sprintf("model %q does not support effort %q; the effort was removed", model, requested),
+		)}
+	default:
+		return []types.ConversionDiagnostic{claudeReasoningDiagnostic(
+			"claude_effort_adjusted",
+			fmt.Sprintf("model %q does not support effort %q with the selected thinking mode; using %q", model, requested, sent),
+		)}
+	}
+}
+
 // ClaudeUsesManualThinking reports whether an exact numeric budget is rendered
 // as legacy extended thinking rather than being reduced to adaptive effort.
 func ClaudeUsesManualThinking(model string, intent Intent) bool {
@@ -333,12 +417,39 @@ func IsKnownClaudeModel(model string) bool {
 	return isKnownClaudeModel(model)
 }
 
+// ClaudeDefaultEffort is the effort the model runs at when a request sets
+// none.
+func ClaudeDefaultEffort(model string) Effort {
+	return claudeCapabilitiesFor(model).defaultEffort
+}
+
+// ClaudeEffort returns the effort level the model accepts in place of the
+// requested one. It returns empty when no effort is requested or the model
+// takes none, which includes models missing from the capability table.
+func ClaudeEffort(model string, effort Effort) Effort {
+	capabilities := claudeCapabilitiesFor(model)
+	if !capabilities.supportsEffort || effort == "" || effort == EffortNone {
+		return ""
+	}
+	return normalizeClaudeEffort(effort, capabilities)
+}
+
+// ResolveClaudeDefault makes the Claude model's default thinking explicit for
+// a non-Claude target: no intent becomes adaptive thinking on models that
+// think by default, and thinking without a strength takes the model's
+// default effort.
 func ResolveClaudeDefault(model string, intent Intent) Intent {
-	if intent.HasStrength() || !claudeCapabilitiesFor(model).defaultThinking {
-		return intent
+	capabilities := claudeCapabilitiesFor(model)
+	switch {
+	case !intent.HasStrength():
+		if !capabilities.defaultThinking {
+			return intent
+		}
+		intent.Mode = ModeAdaptive
+		intent.Effort = capabilities.defaultEffort
+	case intent.Effort == "" && intent.BudgetTokens == nil && (intent.Mode == ModeAdaptive || intent.Mode == ModeEnabled):
+		intent.Effort = capabilities.defaultEffort
 	}
-	intent.Mode = ModeAdaptive
-	intent.Effort = EffortHigh
 	return intent
 }
 
diff --git a/relaykit/relayconvert/reasoning/gemini.go b/relaykit/relayconvert/reasoning/gemini.go
index 4467337..e907112 100644
--- a/relaykit/relayconvert/reasoning/gemini.go
+++ b/relaykit/relayconvert/reasoning/gemini.go
@@ -145,7 +145,7 @@ func RenderGemini(model string, intent Intent, maxOutputTokens *uint, adapterBud
 			}
 			hasBudget = true
 		} else if intent.Effort != "" {
-			budget = gemini25BudgetForEffort(intent.Effort)
+			budget = gemini25BudgetForEffort(intent.Effort, capabilities.maxBudget)
 			hasBudget = true
 		} else if intent.Mode != ModeUnset && maxOutputTokens != nil && *maxOutputTokens > 0 {
 			if uint64(*maxOutputTokens) > uint64(math.MaxInt) {
@@ -295,7 +295,7 @@ func NormalizeGeminiThinkingConfig(model string, generation *dto.GeminiChatGener
 
 	if capabilities.kind == geminiThinkingBudget {
 		if config.ThinkingLevel != "" {
-			budget := gemini25BudgetForEffort(intent.Effort)
+			budget := gemini25BudgetForEffort(intent.Effort, capabilities.maxBudget)
 			diagnostics = append(diagnostics, geminiReasoningDiagnostic(
 				"gemini_level_to_budget",
 				fmt.Sprintf("model %q uses thinkingBudget; thinkingLevel %q was converted to budget %d", model, config.ThinkingLevel, budget),
@@ -476,14 +476,19 @@ func EquivalentGeminiStrength(model string, left Intent, right Intent) (bool, er
 	return leftConfig.ThinkingBudget == nil || *leftConfig.ThinkingBudget == *rightConfig.ThinkingBudget, nil
 }
 
-func gemini25BudgetForEffort(effort Effort) int {
+// gemini25BudgetForEffort follows Google's OpenAI-compatible mapping, where
+// high is 24576; xhigh and max, which that mapping lacks, take the model's
+// largest budget.
+func gemini25BudgetForEffort(effort Effort, maxBudget int) int {
 	switch effort {
 	case EffortMinimal, EffortLow:
 		return 1024
 	case EffortMedium:
 		return 8192
-	case EffortHigh, EffortXHigh, EffortMax:
+	case EffortHigh:
 		return 24576
+	case EffortXHigh, EffortMax:
+		return maxBudget
 	default:
 		return 0
 	}
diff --git a/relaykit/relayconvert/reasoning/suffix.go b/relaykit/relayconvert/reasoning/suffix.go
index 1cb9a0c..0c246d2 100644
--- a/relaykit/relayconvert/reasoning/suffix.go
+++ b/relaykit/relayconvert/reasoning/suffix.go
@@ -13,7 +13,7 @@ var EffortSuffixes = []string{"-max", "-xhigh", "-high", "-medium", "-low", "-mi
 
 var OpenAIEffortSuffixes = []string{"-max", "-xhigh", "-high", "-medium", "-low", "-minimal", "-none"}
 
-var DeepSeekV4EffortSuffixes = []string{"-none", "-max"}
+var DeepSeekV4EffortSuffixes = []string{"-none", "-low", "-max"}
 
 var (
 	legacyOpenAIModelPattern = regexp.MustCompile(`^(gpt-[a-z0-9][a-z0-9._-]*|o[1-9][a-z0-9._-]*)$`)
@@ -136,12 +136,16 @@ func ParseOpenAIReasoningEffortFromModelSuffix(modelName string, preserveEffortT
 	return effort, baseModel
 }
 
-func ParseClaudeModelSuffix(modelName string, allowThinkingAlias bool) (string, Intent, bool, error) {
+// ParseClaudeModelSuffix folds the naked claude-* aliases (-thinking,
+// -nothinking, -thinking-<budget>, and effort tails such as -high) into an
+// Intent. allowSuffixAlias is the host thinking-adapter toggle; when false the
+// name is returned verbatim and no intent is produced.
+func ParseClaudeModelSuffix(modelName string, allowSuffixAlias bool) (string, Intent, bool, error) {
 	prefix, bare := splitModelNamespace(modelName)
 	if !strings.HasPrefix(bare, "claude-") {
 		return modelName, Intent{}, false, nil
 	}
-	base, intent, found, err := parseProviderModelSuffix(bare, "claude-", allowThinkingAlias, true)
+	base, intent, found, err := parseProviderModelSuffix(bare, "claude-", allowSuffixAlias, true)
 	if err != nil || !found || !legacyClaudeModelPattern.MatchString(base) {
 		return modelName, Intent{}, false, err
 	}
@@ -157,7 +161,7 @@ func isKnownClaudeModel(modelName string) bool {
 	}
 	knownPrefixes := []string{
 		"claude-fable-5", "claude-mythos-5", "claude-mythos-preview",
-		"claude-opus-5", "claude-sonnet-5", "claude-opus-4-8",
+		"claude-opus-5", "claude-sonnet-5", "claude-haiku-5", "claude-opus-4-8",
 		"claude-opus-4-7", "claude-opus-4-6", "claude-sonnet-4-6",
 		"claude-opus-4-5", "claude-sonnet-4-5", "claude-haiku-4-5",
 		"claude-opus-4-1", "claude-opus-4-", "claude-sonnet-4-",
@@ -171,12 +175,14 @@ func isKnownClaudeModel(modelName string) bool {
 	return false
 }
 
-func ParseGeminiModelSuffix(modelName string, allowThinkingAlias bool) (string, Intent, bool, error) {
+// ParseGeminiModelSuffix is the gemini-* counterpart of ParseClaudeModelSuffix
+// and honours allowSuffixAlias the same way.
+func ParseGeminiModelSuffix(modelName string, allowSuffixAlias bool) (string, Intent, bool, error) {
 	prefix, bare := splitModelNamespace(modelName)
 	if !strings.HasPrefix(bare, "gemini-") {
 		return modelName, Intent{}, false, nil
 	}
-	base, intent, found, err := parseProviderModelSuffix(bare, "gemini-", allowThinkingAlias, true)
+	base, intent, found, err := parseProviderModelSuffix(bare, "gemini-", allowSuffixAlias, true)
 	if err != nil || !found || !legacyGeminiModelPattern.MatchString(base) {
 		return modelName, Intent{}, false, err
 	}
@@ -186,13 +192,13 @@ func ParseGeminiModelSuffix(modelName string, allowThinkingAlias bool) (string,
 // ParseKnownProviderModelSuffix extracts a canonical intent only when the
 // origin identifies a provider family whose suffix vocabulary is defined by
 // relaykit. Unknown OpenAI-compatible model names are deliberately untouched.
-func ParseKnownProviderModelSuffix(modelName string, allowThinkingAlias bool) (string, Intent, bool, error) {
+func ParseKnownProviderModelSuffix(modelName string, allowSuffixAlias bool) (string, Intent, bool, error) {
 	bare := lastModelPathSegment(modelName)
 	if strings.HasPrefix(bare, "claude-") {
-		return ParseClaudeModelSuffix(modelName, allowThinkingAlias)
+		return ParseClaudeModelSuffix(modelName, allowSuffixAlias)
 	}
 	if strings.HasPrefix(bare, "gemini-") {
-		return ParseGeminiModelSuffix(modelName, allowThinkingAlias)
+		return ParseGeminiModelSuffix(modelName, allowSuffixAlias)
 	}
 	return modelName, Intent{}, false, nil
 }
@@ -214,37 +220,39 @@ func TrimGeminiThinkingSuffix(modelName string) (string, bool) {
 	return baseModel, ok && err == nil
 }
 
-func parseProviderModelSuffix(modelName string, requiredPrefix string, allowThinkingAlias bool, includeThoughts bool) (string, Intent, bool, error) {
-	if allowThinkingAlias {
-		if marker := strings.LastIndex(modelName, "-thinking-"); marker >= 0 {
-			baseModel := modelName[:marker]
-			if !strings.HasPrefix(baseModel, requiredPrefix) {
-				return modelName, Intent{}, false, nil
-			}
-			budget, err := strconv.Atoi(modelName[marker+len("-thinking-"):])
-			if err != nil {
-				return modelName, Intent{}, false, fmt.Errorf("invalid thinking budget suffix on model %q: %w", modelName, err)
-			}
-			intent := Intent{BudgetTokens: &budget, Source: SourceSuffix, BudgetSource: SourceSuffix}
-			if includeThoughts {
-				value := true
-				intent.IncludeThoughts = &value
-			}
-			return baseModel, intent, true, nil
+// parseProviderModelSuffix recognises a provider family's naked model-name
+// aliases. allowSuffixAlias gates all of them, including effort tails, so a
+// disabled thinking adapter leaves the model name untouched.
+func parseProviderModelSuffix(modelName string, requiredPrefix string, allowSuffixAlias bool, includeThoughts bool) (string, Intent, bool, error) {
+	if !allowSuffixAlias {
+		return modelName, Intent{}, false, nil
+	}
+	if marker := strings.LastIndex(modelName, "-thinking-"); marker >= 0 {
+		baseModel := modelName[:marker]
+		if !strings.HasPrefix(baseModel, requiredPrefix) {
+			return modelName, Intent{}, false, nil
 		}
-		if before, ok := strings.CutSuffix(modelName, "-nothinking"); ok {
-			baseModel := before
-			return baseModel, Intent{Mode: ModeDisabled, Effort: EffortNone, Source: SourceSuffix}, true, nil
+		budget, err := strconv.Atoi(modelName[marker+len("-thinking-"):])
+		if err != nil {
+			return modelName, Intent{}, false, fmt.Errorf("invalid thinking budget suffix on model %q: %w", modelName, err)
 		}
-		if before, ok := strings.CutSuffix(modelName, "-thinking"); ok {
-			baseModel := before
-			intent := Intent{Mode: ModeEnabled, Source: SourceSuffix}
-			if includeThoughts {
-				value := true
-				intent.IncludeThoughts = &value
-			}
-			return baseModel, intent, true, nil
+		intent := Intent{BudgetTokens: &budget, Source: SourceSuffix, BudgetSource: SourceSuffix}
+		if includeThoughts {
+			value := true
+			intent.IncludeThoughts = &value
 		}
+		return baseModel, intent, true, nil
+	}
+	if baseModel, ok := strings.CutSuffix(modelName, "-nothinking"); ok {
+		return baseModel, Intent{Mode: ModeDisabled, Effort: EffortNone, Source: SourceSuffix}, true, nil
+	}
+	if baseModel, ok := strings.CutSuffix(modelName, "-thinking"); ok {
+		intent := Intent{Mode: ModeEnabled, Source: SourceSuffix}
+		if includeThoughts {
+			value := true
+			intent.IncludeThoughts = &value
+		}
+		return baseModel, intent, true, nil
 	}
 
 	suffixes := []string{"-max", "-xhigh", "-high", "-medium", "-low", "-minimal", "-none"}
@@ -266,16 +274,19 @@ func parseProviderModelSuffix(modelName string, requiredPrefix string, allowThin
 	return baseModel, intent, true, nil
 }
 
+// ParseDeepSeekV4ThinkingSuffix maps the -none/-low/-max tails of
+// deepseek-flash and deepseek-v4-* onto DeepSeek's thinking switch and
+// effort. A bare name keeps DeepSeek's default (thinking on, effort high).
 func ParseDeepSeekV4ThinkingSuffix(modelName string) (baseModel string, thinkingType string, effort string, ok bool) {
 	baseModel, suffix, ok := TrimEffortSuffixWithSuffixes(modelName, DeepSeekV4EffortSuffixes)
-	if !ok || !strings.HasPrefix(baseModel, "deepseek-v4-") {
+	if !ok || baseModel != "deepseek-flash" && !strings.HasPrefix(baseModel, "deepseek-v4-") {
 		return modelName, "", "", false
 	}
 	switch suffix {
 	case "none":
 		return baseModel, "disabled", "", true
-	case "max":
-		return baseModel, "enabled", "max", true
+	case "low", "max":
+		return baseModel, "enabled", suffix, true
 	default:
 		return modelName, "", "", false
 	}
diff --git a/relaykit/relayconvert/request_registry.go b/relaykit/relayconvert/request_registry.go
index 73adf01..584656e 100644
--- a/relaykit/relayconvert/request_registry.go
+++ b/relaykit/relayconvert/request_registry.go
@@ -68,9 +68,9 @@ var (
 
 const (
 	requestConverterClaudeToGemini    = "claude_messages_to_gemini_generate_content"
-	requestConverterClaudeToResponses = "claude_messages_to_openai_responses"
+	requestConverterClaudeToResponses = ConverterClaudeMessagesToOpenAIResponses
 	requestConverterGeminiToClaude    = "gemini_generate_content_to_claude_messages"
-	requestConverterGeminiToResponses = "gemini_generate_content_to_openai_responses"
+	requestConverterGeminiToResponses = ConverterGeminiContentToOpenAIResponses
 	requestConverterResponsesToClaude = ConverterOpenAIResponsesToClaudeMessages
 )
 
@@ -84,6 +84,8 @@ const (
 	ConverterOpenAIResponsesToGemini         = "openai_responses_to_gemini_generate_content"
 	ConverterGeminiContentToOpenAIChat       = "gemini_generate_content_to_openai_chat_completions"
 	ConverterOpenAIChatToGeminiContent       = "openai_chat_completions_to_gemini_generate_content"
+	ConverterClaudeMessagesToOpenAIResponses = "claude_messages_to_openai_responses"
+	ConverterGeminiContentToOpenAIResponses  = "gemini_generate_content_to_openai_responses"
 )
 
 func registerBuiltinRequestConverter(spec RequestConverterSpec) {
@@ -247,11 +249,6 @@ func executeRequestSteps(c context.Context, info convmeta.Meta, from types.Relay
 	}
 	steps := make([]RequestStep, 0, len(specs))
 	for _, spec := range specs {
-		current, err = prepareRequestForStep(current, spec, target)
-		if err != nil {
-			return nil, err
-		}
-
 		var step RequestStep
 		current, step, err = executeRequestStep(c, info, spec, current)
 		if err != nil {
@@ -260,6 +257,7 @@ func executeRequestSteps(c context.Context, info convmeta.Meta, from types.Relay
 		steps = append(steps, step)
 	}
 
+	tools.Model = convmeta.UpstreamModelName(info)
 	current, toolDiagnostics, err := toolconv.AttachRequest(target, current, tools, convmeta.OptionsOf(info))
 	diagnostics := append(diagnosticCollector.Diagnostics(), toolDiagnostics...)
 	for i := range diagnostics {
@@ -284,6 +282,9 @@ func executeRequestSteps(c context.Context, info convmeta.Meta, from types.Relay
 		for _, step := range steps {
 			info.AppendRequestConversion(step.To)
 		}
+		if from == types.RelayFormatOpenAIResponses {
+			info.SetResponsesToolState(responsesToolState(tools))
+		}
 	}
 
 	converters := make([]string, 0, len(steps))
@@ -304,6 +305,19 @@ func executeRequestSteps(c context.Context, info convmeta.Meta, from types.Relay
 	}, nil
 }
 
+// responsesToolState records which Responses custom tools were sent upstream
+// as functions and which tool names were flattened from namespaces, so the
+// response side can restore their calls. It returns nil when there is nothing
+// to restore so a retry never reuses another attempt's record.
+func responsesToolState(tools toolconv.Set) *convmeta.ResponsesToolState {
+	names := toolconv.ResponsesCustomToolNames(tools)
+	namespaces := toolconv.ResponsesToolNamespaces(tools)
+	if len(names) == 0 && len(namespaces) == 0 {
+		return nil
+	}
+	return &convmeta.ResponsesToolState{CustomToolNames: names, Namespaces: namespaces}
+}
+
 func expandRequestConverterSteps(spec RequestConverterSpec) ([]RequestConverterSpec, error) {
 	if len(spec.StepConverters) == 0 {
 		if spec.Convert == nil {
@@ -353,28 +367,6 @@ func executeRequestStep(c context.Context, info convmeta.Meta, spec RequestConve
 	}, nil
 }
 
-func prepareRequestForStep(request any, spec RequestConverterSpec, finalTarget types.RelayFormat) (any, error) {
-	if spec.From != types.RelayFormatOpenAIResponses || finalTarget != types.RelayFormatGemini {
-		return request, nil
-	}
-
-	responsesRequest, ok := request.(*dto.OpenAIResponsesRequest)
-	if !ok {
-		if value, ok := request.(dto.OpenAIResponsesRequest); ok {
-			responsesRequest = &value
-		}
-	}
-	if responsesRequest == nil {
-		return nil, fmt.Errorf("expected OpenAI responses request, got %T", request)
-	}
-
-	prepared, err := oairesponses.PrepareOpenAIResponsesRequest(*responsesRequest)
-	if err != nil {
-		return nil, err
-	}
-	return &prepared, nil
-}
-
 func lookupRequestRoute(from types.RelayFormat, to types.RelayFormat) (RequestConverterSpec, bool) {
 	requestConverterMu.RLock()
 	defer requestConverterMu.RUnlock()
@@ -521,12 +513,7 @@ func convertOpenAIResponsesRequestToGeminiChat(c context.Context, info convmeta.
 	if err != nil {
 		return nil, err
 	}
-
-	prepared, err := oairesponses.PrepareOpenAIResponsesRequest(*responsesRequest)
-	if err != nil {
-		return nil, err
-	}
-	return oairesponses.OpenAIResponsesRequestToGeminiChat(c, &prepared, info)
+	return oairesponses.OpenAIResponsesRequestToGeminiChat(c, responsesRequest, info)
 }
 
 func convertResponsesRequestToChat(c context.Context, _ convmeta.Meta, request any) (any, error) {
diff --git a/relaykit/relayconvert/request_registry_test.go b/relaykit/relayconvert/request_registry_test.go
index 7b4e013..03d6d0a 100644
--- a/relaykit/relayconvert/request_registry_test.go
+++ b/relaykit/relayconvert/request_registry_test.go
@@ -1,6 +1,7 @@
 package relayconvert
 
 import (
+	"context"
 	"testing"
 
 	"github.com/QuantumNous/new-api/relaykit/dto"
@@ -8,10 +9,90 @@ import (
 	sharedgemini "github.com/QuantumNous/new-api/relaykit/relayconvert/internal/shared/gemini"
 	kitutil "github.com/QuantumNous/new-api/relaykit/relayconvert/kitutil"
 	"github.com/QuantumNous/new-api/relaykit/types"
+	"github.com/samber/lo"
 	"github.com/stretchr/testify/assert"
 	"github.com/stretchr/testify/require"
 )
 
+func TestClaudeMessagesToOpenAIChatPreservesAssistantTextWithToolCalls(t *testing.T) {
+	text := "I will look that up."
+	request := dto.ClaudeRequest{
+		Model: "claude-test",
+		Messages: []dto.ClaudeMessage{
+			{
+				Role: "assistant",
+				Content: []dto.ClaudeMediaMessage{
+					{Type: "text", Text: &text},
+					{
+						Type:  "tool_use",
+						Id:    "call_1",
+						Name:  "lookup",
+						Input: map[string]any{"query": "weather"},
+					},
+				},
+			},
+		},
+	}
+
+	result, err := ConvertRequest(
+		context.Background(),
+		&convmeta.Values{},
+		types.RelayFormatOpenAI,
+		&request,
+	)
+	require.NoError(t, err)
+
+	converted, ok := result.Value.(*dto.GeneralOpenAIRequest)
+	require.True(t, ok)
+	require.Len(t, converted.Messages, 1)
+
+	assistant := converted.Messages[0]
+	assert.Equal(t, "assistant", assistant.Role)
+	toolCalls := assistant.ParseToolCalls()
+	require.Len(t, toolCalls, 1)
+	assert.Equal(t, "call_1", toolCalls[0].ID)
+	require.Len(t, assistant.ParseContent(), 1)
+	assert.Equal(t, "text", assistant.ParseContent()[0].Type)
+	assert.Equal(t, text, assistant.ParseContent()[0].Text)
+}
+
+func TestClaudeMessagesToOpenAIChatKeepsToolOnlyContentEmpty(t *testing.T) {
+	request := dto.ClaudeRequest{
+		Model: "claude-test",
+		Messages: []dto.ClaudeMessage{
+			{
+				Role: "assistant",
+				Content: []dto.ClaudeMediaMessage{
+					{
+						Type:  "tool_use",
+						Id:    "call_1",
+						Name:  "lookup",
+						Input: map[string]any{"query": "weather"},
+					},
+				},
+			},
+		},
+	}
+
+	result, err := ConvertRequest(
+		context.Background(),
+		&convmeta.Values{},
+		types.RelayFormatOpenAI,
+		&request,
+	)
+	require.NoError(t, err)
+
+	converted, ok := result.Value.(*dto.GeneralOpenAIRequest)
+	require.True(t, ok)
+	require.Len(t, converted.Messages, 1)
+
+	assistant := converted.Messages[0]
+	assert.Empty(t, assistant.ParseContent())
+	toolCalls := assistant.ParseToolCalls()
+	require.Len(t, toolCalls, 1)
+	assert.Equal(t, "call_1", toolCalls[0].ID)
+}
+
 func TestRequestConverterRegistryListsSupportedTextConverters(t *testing.T) {
 	tests := []struct {
 		converter      string
@@ -38,10 +119,11 @@ func TestRequestConverterRegistryListsSupportedTextConverters(t *testing.T) {
 			},
 		},
 		{
-			converter: requestConverterClaudeToResponses,
-			from:      types.RelayFormatClaude,
-			to:        types.RelayFormatOpenAIResponses,
-			quality:   RequestConverterQualityFair,
+			converter:      requestConverterClaudeToResponses,
+			from:           types.RelayFormatClaude,
+			to:             types.RelayFormatOpenAIResponses,
+			quality:        RequestConverterQualityFair,
+			advancedCustom: true,
 		},
 		{
 			converter: requestConverterGeminiToClaude,
@@ -62,6 +144,7 @@ func TestRequestConverterRegistryListsSupportedTextConverters(t *testing.T) {
 				ConverterGeminiContentToOpenAIChat,
 				ConverterOpenAIChatToOpenAIResponses,
 			},
+			advancedCustom: true,
 		},
 		{
 			converter: requestConverterResponsesToClaude,
@@ -158,6 +241,52 @@ func TestConvertRequestClaudeToResponsesUsesDirectPath(t *testing.T) {
 	assert.Equal(t, []types.RelayFormat{types.RelayFormatClaude, types.RelayFormatOpenAIResponses}, info.ConversionChain)
 }
 
+func TestConvertRequestClaudeToChatResolvesToolResultNames(t *testing.T) {
+	req := &dto.ClaudeRequest{
+		Model: "claude-test",
+		Messages: []dto.ClaudeMessage{
+			{Role: "user", Content: []dto.ClaudeMediaMessage{
+				{Type: "tool_result", ToolUseId: "call_1", Content: "before call"},
+			}},
+			{Role: "assistant", Content: []dto.ClaudeMediaMessage{
+				{Type: "tool_use", Id: "call_1", Name: "first", Input: map[string]any{}},
+			}},
+			{Role: "user", Content: []dto.ClaudeMediaMessage{
+				{Type: "tool_result", ToolUseId: "call_1", Content: "after call"},
+				{Type: "tool_result", ToolUseId: "missing", Content: "unknown"},
+				{Type: "tool_result", ToolUseId: "call_1", Name: "explicit", Content: "named"},
+			}},
+			{Role: "assistant", Content: []dto.ClaudeMediaMessage{
+				{Type: "tool_use", Id: "call_1", Name: "later", Input: map[string]any{}},
+			}},
+		},
+	}
+
+	result, err := ConvertRequestByID(nil, nil, ConverterClaudeMessagesToOpenAIChat, req)
+	require.NoError(t, err)
+	chatReq, ok := result.Value.(*dto.GeneralOpenAIRequest)
+	require.True(t, ok)
+	require.Len(t, chatReq.Messages, 6)
+	for _, tt := range []struct {
+		index int
+		id    string
+		name  string
+	}{
+		{0, "call_1", "first"},
+		{2, "call_1", "first"},
+		{3, "missing", ""},
+		{4, "call_1", "explicit"},
+	} {
+		message := chatReq.Messages[tt.index]
+		assert.Equal(t, "tool", message.Role)
+		assert.Equal(t, tt.id, message.ToolCallId)
+		require.NotNil(t, message.Name)
+		assert.Equal(t, tt.name, *message.Name)
+	}
+	assert.Equal(t, "assistant", chatReq.Messages[1].Role)
+	assert.Equal(t, "assistant", chatReq.Messages[5].Role)
+}
+
 func TestConvertRequestClaudeToResponsesPreservesMixedBlockOrder(t *testing.T) {
 	info := &convmeta.Values{ConversionChain: []types.RelayFormat{types.RelayFormatClaude}}
 	stream := true
@@ -219,6 +348,43 @@ func TestConvertRequestClaudeToResponsesPreservesMixedBlockOrder(t *testing.T) {
 	assert.Equal(t, "continue", inputContentText(t, input[5]))
 }
 
+func TestConvertRequestClaudeToResponsesDefaultsImageDetail(t *testing.T) {
+	const imageData = "iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAQAAAC1HAwCAAAAC0lEQVR42mP8/x8AAwMCAO+Xoy8AAAAASUVORK5CYII="
+	req := &dto.ClaudeRequest{
+		Model: "gpt-test",
+		Messages: []dto.ClaudeMessage{
+			{Role: "user", Content: []dto.ClaudeMediaMessage{{
+				Type:   "image",
+				Source: &dto.ClaudeMessageSource{Type: "url", Url: "https://example.test/a.png"},
+			}}},
+			{Role: "assistant", Content: []dto.ClaudeMediaMessage{{
+				Type: "tool_use", Id: "call_1", Name: "screenshot", Input: map[string]any{},
+			}}},
+			{Role: "user", Content: []dto.ClaudeMediaMessage{{
+				Type: "tool_result", ToolUseId: "call_1",
+				Content: []dto.ClaudeMediaMessage{{
+					Type:   "image",
+					Source: &dto.ClaudeMessageSource{Type: "base64", MediaType: "image/png", Data: imageData},
+				}},
+			}}},
+		},
+	}
+
+	result, err := ConvertRequestByID(context.Background(), nil, ConverterClaudeMessagesToOpenAIResponses, req)
+	require.NoError(t, err)
+	responsesReq, ok := result.Value.(*dto.OpenAIResponsesRequest)
+	require.True(t, ok)
+	assert.JSONEq(t, `[
+		{"role":"user","content":[
+			{"type":"input_image","image_url":"https://example.test/a.png","detail":"auto"}
+		]},
+		{"type":"function_call","call_id":"call_1","name":"screenshot","arguments":"{}"},
+		{"type":"function_call_output","call_id":"call_1","output":[
+			{"type":"input_image","image_url":"data:image/png;base64,`+imageData+`","detail":"auto"}
+		]}
+	]`, string(responsesReq.Input))
+}
+
 func TestConvertRequestClaudeToResponsesDropsIncompatibleContextManagement(t *testing.T) {
 	req := &dto.ClaudeRequest{
 		Model: "gpt-test",
@@ -374,61 +540,121 @@ func TestConvertRequestViaExecutesExplicitPath(t *testing.T) {
 	assert.Equal(t, []types.RelayFormat{types.RelayFormatOpenAI, types.RelayFormatOpenAIResponses}, info.ConversionChain)
 }
 
-func TestConvertRequestResponsesToGeminiAppliesResponsesPreprocess(t *testing.T) {
-	info := &convmeta.Values{
-		ConversionChain:     []types.RelayFormat{types.RelayFormatOpenAIResponses},
-		ChannelMetaAttached: true,
-		UpstreamModelName:   "gemini-test",
+// customToolInputs are custom_tool_call inputs that must reach the upstream
+// as the raw string, including ones that happen to look like JSON.
+var customToolInputs = []struct {
+	name  string
+	input string
+}{
+	{"json object", `{"a":1}`},
+	{"json array", `[1,2]`},
+	{"plain text", "*** Begin Patch\n*** End Patch"},
+}
+
+func customToolHistoryRequest(t *testing.T, items ...map[string]any) *dto.OpenAIResponsesRequest {
+	t.Helper()
+	input := append([]map[string]any{{"role": "user", "content": "apply the patch"}}, items...)
+	return &dto.OpenAIResponsesRequest{
+		Model:           "model-test",
+		MaxOutputTokens: lo.ToPtr(uint(64)),
+		Input:           mustRawMessage(t, input),
+		Tools:           mustRawMessage(t, []map[string]any{{"type": "custom", "name": "apply_patch"}}),
 	}
-	req := &dto.OpenAIResponsesRequest{
-		Model: "gemini-test",
-		Input: mustRawMessage(t, []map[string]any{
-			{
-				"role":    "user",
-				"content": "next turn",
-			},
-			{
-				"type":    "custom_tool_call",
-				"call_id": "call_custom",
-				"name":    "apply_patch",
-				"input":   "patch body",
-			},
-			{
-				"type":    "custom_tool_call_output",
-				"call_id": "call_custom",
-				"output":  "ok",
-			},
-			{
-				"type":    "function_call_output",
-				"call_id": "call_custom",
-				"output":  "legacy custom output",
-			},
-		}),
-		Tools: mustRawMessage(t, []map[string]any{
-			{"type": "custom", "name": "apply_patch"},
-		}),
+}
+
+func TestConvertRequestResponsesToClaudeKeepsCustomToolHistory(t *testing.T) {
+	for _, tc := range customToolInputs {
+		t.Run(tc.name, func(t *testing.T) {
+			req := customToolHistoryRequest(t,
+				map[string]any{"type": "custom_tool_call", "call_id": "call_custom", "name": "apply_patch", "input": tc.input},
+				map[string]any{"type": "custom_tool_call_output", "call_id": "call_custom", "output": "ok"},
+			)
+
+			result, err := ConvertRequest(nil, &convmeta.Values{}, types.RelayFormatClaude, req)
+			require.NoError(t, err)
+			claudeReq, ok := result.Value.(*dto.ClaudeRequest)
+			require.True(t, ok)
+			require.Len(t, claudeReq.Messages, 3)
+
+			assert.Equal(t, "assistant", claudeReq.Messages[1].Role)
+			toolUse, err := claudeReq.Messages[1].ParseContent()
+			require.NoError(t, err)
+			assert.Equal(t, []dto.ClaudeMediaMessage{{
+				Type:  "tool_use",
+				Id:    "call_custom",
+				Name:  "apply_patch",
+				Input: map[string]any{"input": tc.input},
+			}}, toolUse)
+
+			assert.Equal(t, "user", claudeReq.Messages[2].Role)
+			toolResult, err := claudeReq.Messages[2].ParseContent()
+			require.NoError(t, err)
+			assert.Equal(t, []dto.ClaudeMediaMessage{{Type: "tool_result", ToolUseId: "call_custom", Content: "ok"}}, toolResult)
+		})
 	}
 
-	result, err := ConvertRequest(nil, info, types.RelayFormatGemini, req)
+	t.Run("missing name", func(t *testing.T) {
+		req := customToolHistoryRequest(t, map[string]any{"type": "custom_tool_call", "call_id": "call_custom", "input": "ls"})
+		_, err := ConvertRequest(nil, &convmeta.Values{}, types.RelayFormatClaude, req)
+		require.ErrorContains(t, err, "custom_tool_call item is missing name")
+	})
+}
 
-	require.NoError(t, err)
-	geminiReq, ok := result.Value.(*dto.GeminiChatRequest)
-	require.True(t, ok)
-	assert.Empty(t, geminiReq.GetTools())
-	require.Len(t, geminiReq.Contents, 1)
-	assert.Equal(t, "user", geminiReq.Contents[0].Role)
-	require.Len(t, geminiReq.Contents[0].Parts, 1)
-	assert.Equal(t, "next turn", geminiReq.Contents[0].Parts[0].Text)
-	assert.Equal(t, ConverterOpenAIResponsesToGemini, result.Converter)
-	assert.Equal(t, RequestConverterQualityFair, result.Quality)
-	assert.Equal(t, []RequestStep{
-		{
-			Converter: ConverterOpenAIResponsesToGemini,
-			From:      types.RelayFormatOpenAIResponses,
-			To:        types.RelayFormatGemini,
-		},
-	}, result.Steps)
-	assert.Equal(t, []types.RelayFormat{types.RelayFormatOpenAIResponses, types.RelayFormatGemini}, info.ConversionChain)
+func TestConvertRequestResponsesToGeminiKeepsCustomToolHistory(t *testing.T) {
+	info := func() *convmeta.Values {
+		return &convmeta.Values{Options: &convmeta.Options{Gemini: convmeta.GeminiOptions{FunctionCallThoughtSignatureEnabled: true}}}
+	}
+	for _, tc := range customToolInputs {
+		t.Run(tc.name, func(t *testing.T) {
+			// Older Codex history may answer a custom call with function_call_output.
+			req := customToolHistoryRequest(t,
+				map[string]any{"type": "custom_tool_call", "call_id": "call_custom", "name": "apply_patch", "input": tc.input},
+				map[string]any{"type": "custom_tool_call_output", "call_id": "call_custom", "output": "ok"},
+				map[string]any{"type": "function_call_output", "call_id": "call_custom", "output": "legacy"},
+			)
+
+			result, err := ConvertRequest(nil, info(), types.RelayFormatGemini, req)
+			require.NoError(t, err)
+			geminiReq, ok := result.Value.(*dto.GeminiChatRequest)
+			require.True(t, ok)
+			tools := geminiReq.GetTools()
+			require.Len(t, tools, 1)
+			functions, err := kitutil.Any2Type[[]dto.FunctionRequest](tools[0].FunctionDeclarations)
+			require.NoError(t, err)
+			require.Len(t, functions, 1)
+			assert.Equal(t, "apply_patch", functions[0].Name)
+			require.Len(t, geminiReq.Contents, 3)
+
+			model := geminiReq.Contents[1]
+			assert.Equal(t, "model", model.Role)
+			require.Len(t, model.Parts, 1)
+			assert.Equal(t, &dto.FunctionCall{
+				ID:           "call_custom",
+				FunctionName: "apply_patch",
+				Arguments:    map[string]any{"input": tc.input},
+			}, model.Parts[0].FunctionCall)
+			var thoughtSignature string
+			require.NoError(t, kitutil.Unmarshal(model.Parts[0].ThoughtSignature, &thoughtSignature))
+			assert.Equal(t, sharedgemini.ThoughtSignatureBypassValue, thoughtSignature)
+
+			user := geminiReq.Contents[2]
+			assert.Equal(t, "user", user.Role)
+			require.Len(t, user.Parts, 2)
+			for index, output := range []string{"ok", "legacy"} {
+				assert.Equal(t, &dto.GeminiFunctionResponse{
+					Name:     "apply_patch",
+					Response: map[string]any{"content": output},
+					ID:       []byte(`"call_custom"`),
+				}, user.Parts[index].FunctionResponse)
+			}
+		})
+	}
+
+	t.Run("missing name", func(t *testing.T) {
+		req := customToolHistoryRequest(t, map[string]any{"type": "custom_tool_call", "call_id": "call_custom", "input": "ls"})
+		_, err := ConvertRequest(nil, info(), types.RelayFormatGemini, req)
+		require.ErrorContains(t, err, "custom_tool_call item is missing name")
+	})
 }
 
 func TestConvertRequestResponsesToGeminiUsesDirectConverter(t *testing.T) {
@@ -781,3 +1007,38 @@ func inputContentText(t *testing.T, item map[string]any) string {
 	require.True(t, ok)
 	return text
 }
+
+func TestConvertRequestRecordsResponsesCustomToolsForEachTarget(t *testing.T) {
+	codexRequest := func(tools ...map[string]any) *dto.OpenAIResponsesRequest {
+		return &dto.OpenAIResponsesRequest{
+			Model:           "model-test",
+			MaxOutputTokens: lo.ToPtr(uint(64)),
+			Input:           mustMarshalRequestJSON(t, "hello"),
+			Tools:           mustMarshalRequestJSON(t, tools),
+		}
+	}
+	execTool := map[string]any{"type": "custom", "name": "exec", "description": "Run code", "format": map[string]any{"type": "text"}}
+	waitTool := map[string]any{"type": "function", "name": "wait", "parameters": map[string]any{"type": "object"}}
+
+	for _, target := range []types.RelayFormat{types.RelayFormatOpenAI, types.RelayFormatClaude, types.RelayFormatGemini} {
+		t.Run(string(target), func(t *testing.T) {
+			info := &convmeta.Values{}
+			_, err := ConvertRequest(nil, info, target, codexRequest(execTool, waitTool))
+			require.NoError(t, err)
+			require.NotNil(t, info.ResponsesTools)
+			assert.True(t, info.ResponsesTools.IsCustomTool("exec"))
+			assert.False(t, info.ResponsesTools.IsCustomTool("wait"))
+
+			_, err = ConvertRequest(nil, info, target, codexRequest(waitTool))
+			require.NoError(t, err)
+			assert.Nil(t, info.ResponsesTools, "a retry without custom tools must not keep the previous record")
+		})
+	}
+}
+
+func mustMarshalRequestJSON(t *testing.T, value any) []byte {
+	t.Helper()
+	raw, err := kitutil.Marshal(value)
+	require.NoError(t, err)
+	return raw
+}
diff --git a/relaykit/relayconvert/response_registry.go b/relaykit/relayconvert/response_registry.go
index af2e886..c3486dd 100644
--- a/relaykit/relayconvert/response_registry.go
+++ b/relaykit/relayconvert/response_registry.go
@@ -893,7 +893,7 @@ func usageFromClaudeResponse(resp *dto.ClaudeResponse) *dto.Usage {
 	return nil
 }
 
-func convertOAIChatResponseToOAIResponses(_ context.Context, _ convmeta.Meta, response any) (any, *dto.Usage, error) {
+func convertOAIChatResponseToOAIResponses(_ context.Context, info convmeta.Meta, response any) (any, *dto.Usage, error) {
 	chatResponse, err := asOAIChatResponse(response)
 	if err != nil {
 		return nil, nil, err
@@ -902,7 +902,7 @@ func convertOAIChatResponseToOAIResponses(_ context.Context, _ convmeta.Meta, re
 	if id == "" {
 		id = fmt.Sprintf("resp_%s", kitutil.GetUUID())
 	}
-	return ChatCompletionsResponseToResponsesResponse(chatResponse, id)
+	return oaichat.ChatCompletionsResponseToResponsesResponseWithTools(chatResponse, id, convmeta.ResponsesToolStateOf(info))
 }
 
 func convertOAIResponsesResponseToOAIChat(_ context.Context, _ convmeta.Meta, response any) (any, *dto.Usage, error) {
@@ -938,7 +938,7 @@ func newOAIChatToOAIResponsesStreamState(options ResponseStreamOptions) any {
 	return state
 }
 
-func convertOAIChatStreamResponseToOAIResponses(_ context.Context, _ convmeta.Meta, response any, state any) ([]any, *dto.Usage, error) {
+func convertOAIChatStreamResponseToOAIResponses(_ context.Context, info convmeta.Meta, response any, state any) ([]any, *dto.Usage, error) {
 	chatResponse, err := asOAIChatStreamResponse(response)
 	if err != nil {
 		return nil, nil, err
@@ -947,6 +947,9 @@ func convertOAIChatStreamResponseToOAIResponses(_ context.Context, _ convmeta.Me
 	if !ok || streamState == nil {
 		return nil, nil, errors.New("OAI chat to OAI responses stream state is required")
 	}
+	if streamState.Tools == nil {
+		streamState.Tools = convmeta.ResponsesToolStateOf(info)
+	}
 	events, err := ChatCompletionsStreamChunkToResponsesEvents(chatResponse, streamState)
 	if err != nil {
 		return nil, nil, err
diff --git a/relaykit/relayconvert/response_registry_test.go b/relaykit/relayconvert/response_registry_test.go
index 150de1e..fa57c79 100644
--- a/relaykit/relayconvert/response_registry_test.go
+++ b/relaykit/relayconvert/response_registry_test.go
@@ -1,6 +1,7 @@
 package relayconvert
 
 import (
+	"strings"
 	"testing"
 
 	"github.com/QuantumNous/new-api/relaykit/dto"
@@ -699,3 +700,104 @@ func textRegistryResponsesResponse() *dto.OpenAIResponsesResponse {
 func respPtr[T any](value T) *T {
 	return &value
 }
+
+func TestConvertResponseToResponsesRestoresRecordedCustomTools(t *testing.T) {
+	info := &convmeta.Values{ResponsesTools: &convmeta.ResponsesToolState{CustomToolNames: map[string]struct{}{"exec": {}}}}
+	chatMessage := dto.Message{Role: "assistant"}
+	chatMessage.SetToolCalls([]dto.ToolCallRequest{{ID: "call_exec", Type: "function", Function: dto.FunctionRequest{Name: "exec", Arguments: `{"input":"ls"}`}}})
+	geminiExecCall := `{"candidates":[{"finishReason":"STOP","content":{"role":"model","parts":[{"functionCall":{"name":"exec","args":{"input":"ls"}}}]}}],"usageMetadata":{"promptTokenCount":4,"candidatesTokenCount":2,"totalTokenCount":6}}`
+	tests := []struct {
+		name     string
+		from     types.RelayFormat
+		response any
+		stream   []any
+	}{
+		{
+			name: "chat",
+			from: types.RelayFormatOpenAI,
+			response: &dto.OpenAITextResponse{
+				Id:      "chatcmpl_1",
+				Model:   "gpt-test",
+				Choices: []dto.OpenAITextResponseChoice{{Message: chatMessage, FinishReason: "tool_calls"}},
+			},
+			stream: []any{
+				chatStreamChunk(`{"id":"chatcmpl_1","model":"gpt-test","choices":[{"index":0,"delta":{"tool_calls":[{"index":0,"id":"call_exec","type":"function","function":{"name":"exec","arguments":"{\"input\":"}}]}}]}`),
+				chatStreamChunk(`{"id":"chatcmpl_1","model":"gpt-test","choices":[{"index":0,"delta":{"tool_calls":[{"index":0,"function":{"arguments":"\"ls\"}"}}]},"finish_reason":"tool_calls"}]}`),
+			},
+		},
+		{
+			name: "claude",
+			from: types.RelayFormatClaude,
+			response: &dto.ClaudeResponse{
+				Id:         "msg_1",
+				Type:       "message",
+				Role:       "assistant",
+				Model:      "claude-test",
+				StopReason: "tool_use",
+				Content:    []dto.ClaudeMediaMessage{{Type: "tool_use", Id: "toolu_exec", Name: "exec", Input: map[string]any{"input": "ls"}}},
+			},
+			stream: []any{
+				claudeStreamChunk(`{"type":"message_start","message":{"id":"msg_1","type":"message","role":"assistant","model":"claude-test","content":[],"usage":{"input_tokens":4,"output_tokens":0}}}`),
+				claudeStreamChunk(`{"type":"content_block_start","index":0,"content_block":{"type":"tool_use","id":"toolu_exec","name":"exec","input":{}}}`),
+				claudeStreamChunk(`{"type":"content_block_delta","index":0,"delta":{"type":"input_json_delta","partial_json":"{\"input\":"}}`),
+				claudeStreamChunk(`{"type":"content_block_delta","index":0,"delta":{"type":"input_json_delta","partial_json":"\"ls\"}"}}`),
+				claudeStreamChunk(`{"type":"content_block_stop","index":0}`),
+				claudeStreamChunk(`{"type":"message_delta","delta":{"stop_reason":"tool_use"},"usage":{"output_tokens":2}}`),
+				claudeStreamChunk(`{"type":"message_stop"}`),
+			},
+		},
+		{
+			name:     "gemini",
+			from:     types.RelayFormatGemini,
+			response: geminiStreamChunk(geminiExecCall),
+			stream:   []any{geminiStreamChunk(geminiExecCall)},
+		},
+	}
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			result, err := ConvertResponse(nil, info, types.RelayFormatOpenAIResponses, tt.response)
+			require.NoError(t, err)
+			responses, ok := result.Value.(*dto.OpenAIResponsesResponse)
+			require.True(t, ok)
+			require.Len(t, responses.Output, 1)
+			assert.Equal(t, "custom_tool_call", responses.Output[0].Type)
+			assert.Equal(t, "exec", responses.Output[0].Name)
+			assert.Equal(t, `"ls"`, string(responses.Output[0].Input))
+
+			state, err := NewResponseStreamState(tt.from, types.RelayFormatOpenAIResponses, ResponseStreamOptions{ID: "resp_1", Model: "model-test"})
+			require.NoError(t, err)
+			var results []ResponseResult
+			for _, chunk := range tt.stream {
+				chunkResults, err := ConvertStreamResponseChunk(nil, info, state, chunk)
+				require.NoError(t, err)
+				results = append(results, chunkResults...)
+			}
+			finals, err := FinalizeStreamResponse(nil, info, state)
+			require.NoError(t, err)
+			results = append(results, finals...)
+
+			var toolEvents []string
+			for _, result := range results {
+				event, ok := result.Value.(ChatToResponsesStreamEvent)
+				require.True(t, ok)
+				switch {
+				case event.Payload.Item != nil && event.Payload.Item.Type != "message":
+					toolEvents = append(toolEvents, event.Type+" "+event.Payload.Item.Type+" "+string(event.Payload.Item.Input))
+				case event.Type == "response.custom_tool_call_input.delta":
+					toolEvents = append(toolEvents, event.Type+" "+event.Payload.Delta)
+				case event.Type == "response.custom_tool_call_input.done":
+					require.NotNil(t, event.Payload.Input)
+					toolEvents = append(toolEvents, event.Type+" "+*event.Payload.Input)
+				case strings.Contains(event.Type, "function_call_arguments"):
+					toolEvents = append(toolEvents, event.Type)
+				}
+			}
+			assert.Equal(t, []string{
+				`response.output_item.added custom_tool_call ""`,
+				"response.custom_tool_call_input.delta ls",
+				"response.custom_tool_call_input.done ls",
+				`response.output_item.done custom_tool_call "ls"`,
+			}, toolEvents)
+		})
+	}
+}
diff --git a/relaykit/relayconvert/testdata/golden/request/openai_responses_to_openai.golden.json b/relaykit/relayconvert/testdata/golden/request/openai_responses_to_openai.golden.json
index 9f021f5..72339b7 100644
--- a/relaykit/relayconvert/testdata/golden/request/openai_responses_to_openai.golden.json
+++ b/relaykit/relayconvert/testdata/golden/request/openai_responses_to_openai.golden.json
@@ -13,7 +13,9 @@
           "type": "text"
         },
         {
-          "image_url": "https://example.com/cat.png",
+          "image_url": {
+            "url": "https://example.com/cat.png"
+          },
           "type": "image_url"
         }
       ]
diff --git a/relaykit/relayconvert/testdata/golden/request/openai_to_openai_responses.golden.json b/relaykit/relayconvert/testdata/golden/request/openai_to_openai_responses.golden.json
index 4b661a1..21f17dd 100644
--- a/relaykit/relayconvert/testdata/golden/request/openai_to_openai_responses.golden.json
+++ b/relaykit/relayconvert/testdata/golden/request/openai_to_openai_responses.golden.json
@@ -8,6 +8,7 @@
           "type": "input_text"
         },
         {
+          "detail": "high",
           "image_url": "https://example.com/cat.png",
           "type": "input_image"
         }
diff --git a/relaykit/relayconvert/text_converter_registry.go b/relaykit/relayconvert/text_converter_registry.go
index a0702d0..e8c1e72 100644
--- a/relaykit/relayconvert/text_converter_registry.go
+++ b/relaykit/relayconvert/text_converter_registry.go
@@ -164,7 +164,7 @@ var builtinTextConverters = []TextConverterSpec{
 		},
 	},
 	{
-		ID:      requestConverterClaudeToResponses,
+		ID:      ConverterClaudeMessagesToOpenAIResponses,
 		From:    types.RelayFormatClaude,
 		To:      types.RelayFormatOpenAIResponses,
 		Quality: TextConverterQualityFair,
@@ -199,7 +199,7 @@ var builtinTextConverters = []TextConverterSpec{
 		},
 	},
 	{
-		ID:      requestConverterGeminiToResponses,
+		ID:      ConverterGeminiContentToOpenAIResponses,
 		From:    types.RelayFormatGemini,
 		To:      types.RelayFormatOpenAIResponses,
 		Quality: TextConverterQualityFair,
diff --git a/relaykit/types/endpoint_type.go b/relaykit/types/endpoint_type.go
index f2f96fa..25909ff 100644
--- a/relaykit/types/endpoint_type.go
+++ b/relaykit/types/endpoint_type.go
@@ -10,6 +10,8 @@ const (
 	EndpointTypeOpenAIResponse        EndpointType = "openai-response"
 	EndpointTypeOpenAIResponseCompact EndpointType = "openai-response-compact"
 	EndpointTypeOpenAIAlphaSearch     EndpointType = "openai-alpha-search"
+	EndpointTypeDeepSeekToolsSearch   EndpointType = "deepseek-tools-search"
+	EndpointTypeDeepSeekToolsFetch    EndpointType = "deepseek-tools-fetch"
 	EndpointTypeAnthropic             EndpointType = "anthropic"
 	EndpointTypeGemini                EndpointType = "gemini"
 	EndpointTypeJinaRerank            EndpointType = "jina-rerank"
diff --git a/relaykit/types/error.go b/relaykit/types/error.go
index 387fdad..d92a9cb 100644
--- a/relaykit/types/error.go
+++ b/relaykit/types/error.go
@@ -145,7 +145,9 @@ func (e *NewAPIError) ErrorWithStatusCode() string {
 	return fmt.Sprintf("status_code=%d, %s", e.StatusCode, msg)
 }
 
-func (e *NewAPIError) MaskSensitiveError() string {
+// MaskSensitiveError masks the upstream addresses of the channel that produced
+// the error in the error text; see kitutil.MaskSensitiveInfo.
+func (e *NewAPIError) MaskSensitiveError(upstreamURLs ...string) string {
 	if e == nil {
 		return ""
 	}
@@ -156,14 +158,14 @@ func (e *NewAPIError) MaskSensitiveError() string {
 	if e.errorCode == ErrorCodeCountTokenFailed {
 		return errStr
 	}
-	return kitutil.MaskSensitiveInfo(errStr)
+	return kitutil.MaskSensitiveInfo(errStr, upstreamURLs...)
 }
 
-func (e *NewAPIError) MaskSensitiveErrorWithStatusCode() string {
+func (e *NewAPIError) MaskSensitiveErrorWithStatusCode(upstreamURLs ...string) string {
 	if e == nil {
 		return ""
 	}
-	msg := e.MaskSensitiveError()
+	msg := e.MaskSensitiveError(upstreamURLs...)
 	if e.StatusCode == 0 {
 		return msg
 	}
@@ -177,7 +179,9 @@ func (e *NewAPIError) SetMessage(message string) {
 	e.Err = errors.New(message)
 }
 
-func (e *NewAPIError) ToOpenAIError() OpenAIError {
+// ToOpenAIError masks the upstream addresses in the message; pass those of the
+// channel that produced the error, or none when no channel did.
+func (e *NewAPIError) ToOpenAIError(upstreamURLs ...string) OpenAIError {
 	var result OpenAIError
 	switch e.errorType {
 	case ErrorTypeOpenAIError:
@@ -202,7 +206,7 @@ func (e *NewAPIError) ToOpenAIError() OpenAIError {
 		}
 	}
 	if e.errorCode != ErrorCodeCountTokenFailed {
-		result.Message = kitutil.MaskSensitiveInfo(result.Message)
+		result.Message = kitutil.MaskSensitiveInfo(result.Message, upstreamURLs...)
 	}
 	if result.Message == "" {
 		result.Message = string(e.errorType)
@@ -210,7 +214,8 @@ func (e *NewAPIError) ToOpenAIError() OpenAIError {
 	return result
 }
 
-func (e *NewAPIError) ToClaudeError() ClaudeError {
+// ToClaudeError masks the upstream addresses like ToOpenAIError.
+func (e *NewAPIError) ToClaudeError(upstreamURLs ...string) ClaudeError {
 	var result ClaudeError
 	switch e.errorType {
 	case ErrorTypeOpenAIError:
@@ -231,7 +236,7 @@ func (e *NewAPIError) ToClaudeError() ClaudeError {
 		}
 	}
 	if e.errorCode != ErrorCodeCountTokenFailed {
-		result.Message = kitutil.MaskSensitiveInfo(result.Message)
+		result.Message = kitutil.MaskSensitiveInfo(result.Message, upstreamURLs...)
 	}
 	if result.Message == "" {
 		result.Message = string(e.errorType)
diff --git a/relaykit/types/relay_format.go b/relaykit/types/relay_format.go
index 86c2de1..a3bcb84 100644
--- a/relaykit/types/relay_format.go
+++ b/relaykit/types/relay_format.go
@@ -9,6 +9,7 @@ const (
 	RelayFormatOpenAIResponses                       = "openai_responses"
 	RelayFormatOpenAIResponsesCompaction             = "openai_responses_compaction"
 	RelayFormatOpenAIAlphaSearch                     = "openai_alpha_search"
+	RelayFormatDeepSeekTools                         = "deepseek_tools"
 	RelayFormatOpenAIAudio                           = "openai_audio"
 	RelayFormatOpenAIImage                           = "openai_image"
 	RelayFormatOpenAIRealtime                        = "openai_realtime"
diff --git a/router/access_token_scope_test.go b/router/access_token_scope_test.go
new file mode 100644
index 0000000..2df2656
--- /dev/null
+++ b/router/access_token_scope_test.go
@@ -0,0 +1,202 @@
+package router
+
+import (
+	"go/ast"
+	"go/parser"
+	"go/token"
+	"path/filepath"
+	"strconv"
+	"strings"
+	"testing"
+
+	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/middleware"
+	"github.com/QuantumNous/new-api/service"
+	"github.com/QuantumNous/new-api/service/authz"
+	"github.com/gin-gonic/gin"
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/require"
+)
+
+// accessTokenExemptRoutes are /api routes that never reach dashboard
+// authentication, so a personal access token has no rule to satisfy there.
+var accessTokenExemptRoutes = []string{
+	// Anonymous pages and setup.
+	"GET /api/setup",
+	"POST /api/setup",
+	"GET /api/status",
+	"GET /api/uptime/status",
+	"GET /api/notice",
+	"GET /api/user-agreement",
+	"GET /api/privacy-policy",
+	"GET /api/about",
+	"GET /api/home_page_content",
+	"GET /api/ratio_config",
+	"GET /api/user/groups",
+
+	// Anonymous account entry points.
+	"GET /api/verification",
+	"GET /api/reset_password",
+	"POST /api/user/reset",
+	"POST /api/user/register",
+	"GET /api/user/login/encryption-key",
+	"POST /api/user/login",
+	"POST /api/user/login/2fa",
+	"POST /api/user/login/verify",
+	"POST /api/user/login/passkey/begin",
+	"POST /api/user/login/passkey/finish",
+	"POST /api/user/passkey/login/begin",
+	"POST /api/user/passkey/login/finish",
+	"GET /api/oauth/wechat",
+	"GET /api/oauth/telegram/login",
+	"GET /api/oauth/telegram/bind/:flow_token",
+
+	// Browser session cookie endpoints.
+	"POST /api/user/auth/refresh",
+	"POST /api/user/auth/logout",
+
+	// Payment callbacks.
+	"POST /api/stripe/webhook",
+	"POST /api/creem/webhook",
+	"POST /api/waffo/webhook",
+	"POST /api/waffo-pancake/webhook/:env",
+	"GET /api/user/epay/notify",
+	"POST /api/user/epay/notify",
+	"GET /api/subscription/epay/notify",
+	"POST /api/subscription/epay/notify",
+	"GET /api/subscription/epay/return",
+	"POST /api/subscription/epay/return",
+
+	// API key authentication (TokenAuthReadOnly).
+	"GET /api/usage/token/",
+	"GET /api/log/token",
+}
+
+// accessTokenHelperRoutes are declared through handlePermissionRoute outside
+// channelPermissionRoutes.
+var accessTokenHelperRoutes = map[string]authz.Permission{
+	"GET /api/task_plugin_options": authz.TaskPluginBind,
+	"GET /api/audit":               authz.AuditRead,
+}
+
+func newAccessTokenScopeTestEngine(t *testing.T) *gin.Engine {
+	t.Helper()
+	gin.SetMode(gin.TestMode)
+	engine := gin.New()
+	// A permission route that is also in the static table panics here.
+	require.NotPanics(t, func() {
+		SetApiRouter(engine)
+		SetDashboardRouter(engine)
+		SetRelayRouter(engine)
+		SetTaskPluginProtocolRouter(engine)
+		SetVideoRouter(engine)
+		SetTaskRouter(engine)
+	})
+	return engine
+}
+
+func TestAccessTokenRouteRulesCoverEveryDashboardRoute(t *testing.T) {
+	engine := newAccessTokenScopeTestEngine(t)
+	exempt := map[string]bool{}
+	for _, key := range accessTokenExemptRoutes {
+		exempt[key] = true
+	}
+	registered := map[string]bool{}
+	panel := map[string]bool{}
+	for _, route := range engine.Routes() {
+		if !strings.HasPrefix(route.Path, "/api/") && !strings.HasPrefix(route.Path, "/pg/") {
+			continue
+		}
+		key := route.Method + " " + route.Path
+		registered[key] = true
+		if !exempt[key] {
+			panel[key] = true
+		}
+	}
+	for _, key := range accessTokenExemptRoutes {
+		assert.True(t, registered[key], "exempt route %s is no longer registered", key)
+	}
+
+	declared := map[string]int{}
+	for _, key := range middleware.AccessTokenRouteRuleKeys() {
+		declared[key]++
+	}
+	for key := range panel {
+		assert.Equal(t, 1, declared[key], "panel route %s must be declared exactly once", key)
+	}
+	for key := range declared {
+		assert.True(t, panel[key], "declared route %s is not a registered panel route", key)
+	}
+
+	permissionRoutes := map[string]authz.Permission{}
+	for _, route := range channelPermissionRoutes {
+		permissionRoutes[route.method+" "+joinPaths("/api/channel", route.path)] = route.permission
+	}
+	for key, permission := range accessTokenHelperRoutes {
+		permissionRoutes[key] = permission
+	}
+	for key, permission := range permissionRoutes {
+		rule, ok := middleware.AccessTokenRouteRule(key)
+		require.True(t, ok, key)
+		assert.Equal(t, "scope", rule.Kind(), key)
+		assert.Equal(t, service.AccessTokenScopeOf(permission), rule.Scope(), key)
+	}
+}
+
+func TestAccessTokenCatalogCoversEveryPermission(t *testing.T) {
+	catalog := service.AccessTokenCatalog(1, common.RoleRootUser)
+	scopes := map[string]bool{}
+	resources := map[string]int{}
+	for _, group := range catalog {
+		for _, resource := range group.Resources {
+			resources[resource.Resource]++
+			for _, action := range resource.Actions {
+				scopes[resource.Resource+":"+action.Action] = true
+			}
+		}
+	}
+	for _, permission := range authz.AllPermissions() {
+		assert.True(t, scopes[service.AccessTokenScopeOf(permission)], "root catalog lacks %s", service.AccessTokenScopeOf(permission))
+	}
+	for resource, count := range resources {
+		assert.Equal(t, 1, count, "resource %s appears in more than one catalog entry", resource)
+	}
+}
+
+func TestAccessTokenVerificationScopesAreAllListed(t *testing.T) {
+	files, err := filepath.Glob("../service/*.go")
+	require.NoError(t, err)
+	fileSet := token.NewFileSet()
+	var scopes []string
+	for _, file := range files {
+		if strings.HasSuffix(file, "_test.go") {
+			continue
+		}
+		parsed, err := parser.ParseFile(fileSet, file, nil, 0)
+		require.NoError(t, err)
+		for _, declaration := range parsed.Decls {
+			general, ok := declaration.(*ast.GenDecl)
+			if !ok || general.Tok != token.CONST {
+				continue
+			}
+			for _, spec := range general.Specs {
+				value := spec.(*ast.ValueSpec)
+				for i, name := range value.Names {
+					if !strings.HasPrefix(name.Name, "VerificationScope") || i >= len(value.Values) {
+						continue
+					}
+					literal, ok := value.Values[i].(*ast.BasicLit)
+					require.True(t, ok, name.Name)
+					scope, err := strconv.Unquote(literal.Value)
+					require.NoError(t, err)
+					scopes = append(scopes, scope)
+				}
+			}
+		}
+	}
+	require.NotEmpty(t, scopes)
+	for _, scope := range scopes {
+		_, listed := service.AccessTokenVerificationScope(scope)
+		assert.True(t, listed, "verification scope %s has no access token rule", scope)
+	}
+}
diff --git a/router/api-router.go b/router/api-router.go
index 45f1b29..ff2ab29 100644
--- a/router/api-router.go
+++ b/router/api-router.go
@@ -1,6 +1,8 @@
 package router
 
 import (
+	"net/http"
+
 	"github.com/QuantumNous/new-api/controller"
 	"github.com/QuantumNous/new-api/middleware"
 	"github.com/QuantumNous/new-api/service/authz"
@@ -13,6 +15,8 @@ import (
 )
 
 func SetApiRouter(router *gin.Engine) {
+	// SSE must bypass the API gzip middleware to flush events immediately.
+	router.GET("/api/group-status/events", middleware.RouteTag("api"), middleware.GlobalAPIRateLimit(), controller.StreamGroupStatus)
 	apiRouter := router.Group("/api")
 	apiRouter.Use(middleware.RouteTag("api"))
 	apiRouter.Use(gzip.Gzip(gzip.DefaultCompression))
@@ -24,6 +28,11 @@ func SetApiRouter(router *gin.Engine) {
 		apiRouter.GET("/setup", controller.GetSetup)
 		apiRouter.POST("/setup", anonymousRequestBodyLimit, controller.PostSetup)
 		apiRouter.GET("/status", controller.GetStatus)
+		apiRouter.POST("/bot/balances", controller.BotBalanceQuery)
+		apiRouter.POST("/bot/chaintest", controller.BotChainTest)
+		apiRouter.GET("/bot/chaintest/:id", controller.BotChainTest)
+		apiRouter.POST("/bot/ciallo", controller.BotCiallo)
+		apiRouter.GET("/bot/ciallo/:id", controller.BotCiallo)
 		apiRouter.GET("/uptime/status", controller.GetGroupStatus)
 		apiRouter.GET("/group-status", controller.GetSiteGroupStatus)
 		apiRouter.GET("/uptime/admin", middleware.AdminAuth(), controller.GetStatusPageAdmin)
@@ -106,10 +115,17 @@ func SetApiRouter(router *gin.Engine) {
 				selfRoute.GET("/models", controller.GetUserModels)
 				selfRoute.PUT("/self", middleware.CriticalRateLimit(), middleware.DisableCache(), controller.UpdateSelf)
 				selfRoute.DELETE("/self", middleware.DisableCache(), controller.DeleteSelf)
-				selfRoute.GET("/token", middleware.CriticalRateLimit(), middleware.UserCriticalRateLimit("access-token"), middleware.DisableCache(), controller.GenerateAccessToken)
-				selfRoute.GET("/token/status", middleware.DisableCache(), controller.GetAccessTokenStatus)
-				selfRoute.POST("/token", middleware.CriticalRateLimit(), middleware.UserCriticalRateLimit("access-token"), middleware.DisableCache(), controller.GenerateAccessToken)
-				selfRoute.DELETE("/token", middleware.CriticalRateLimit(), middleware.UserCriticalRateLimit("access-token"), middleware.DisableCache(), controller.RevokeAccessToken)
+				accessTokenRoute := selfRoute.Group("/access_tokens")
+				accessTokenRoute.Use(middleware.DisableCache())
+				{
+					accessTokenRoute.GET("", controller.ListAccessTokens)
+					accessTokenRoute.GET("/catalog", controller.GetAccessTokenCatalog)
+					accessTokenRoute.GET("/scopes", controller.GetAccessTokenScopes)
+					accessTokenRoute.POST("", middleware.CriticalRateLimit(), middleware.UserCriticalRateLimit("access-token"), controller.CreateAccessToken)
+					accessTokenRoute.PATCH("/:id", middleware.CriticalRateLimit(), middleware.UserCriticalRateLimit("access-token"), controller.UpdateAccessToken)
+					accessTokenRoute.DELETE("/:id", middleware.CriticalRateLimit(), middleware.UserCriticalRateLimit("access-token"), controller.DeleteAccessToken)
+					accessTokenRoute.DELETE("/legacy", middleware.CriticalRateLimit(), middleware.UserCriticalRateLimit("access-token"), controller.RevokeLegacyAccessToken)
+				}
 				selfRoute.GET("/passkey", controller.PasskeyStatus)
 				selfRoute.POST("/passkey/register/begin", middleware.UserCriticalRateLimit("security-verification"), middleware.DisableCache(), controller.PasskeyRegisterBegin)
 				selfRoute.POST("/passkey/register/finish", middleware.UserCriticalRateLimit("security-verification"), middleware.DisableCache(), controller.PasskeyRegisterFinish)
@@ -276,7 +292,7 @@ func SetApiRouter(router *gin.Engine) {
 			taskPluginRoute.POST("/:key/dryrun", controller.DryRunTaskPlugin)
 			taskPluginRoute.DELETE("/:key/versions/:version", controller.DeleteTaskPluginVersion)
 		}
-		apiRouter.GET("/task_plugin_options", middleware.AdminAuth(), middleware.RequirePermission(authz.TaskPluginBind), controller.GetTaskPluginOptions)
+		handlePermissionRoute(apiRouter.Group("", middleware.AdminAuth()), http.MethodGet, "/task_plugin_options", authz.TaskPluginBind, controller.GetTaskPluginOptions)
 		registerChannelRoutes(apiRouter)
 		registerAuthzRoutes(apiRouter)
 		tokenRoute := apiRouter.Group("/token")
@@ -318,7 +334,7 @@ func SetApiRouter(router *gin.Engine) {
 			redemptionRoute.DELETE("/invalid", controller.DeleteInvalidRedemption)
 			redemptionRoute.DELETE("/:id", controller.DeleteRedemption)
 		}
-		apiRouter.GET("/audit", middleware.DisableCache(), middleware.AdminAuth(), middleware.RequirePermission(authz.AuditRead), controller.GetAuditLogs)
+		handlePermissionRoute(apiRouter.Group("", middleware.DisableCache(), middleware.AdminAuth()), http.MethodGet, "/audit", authz.AuditRead, controller.GetAuditLogs)
 		apiRouter.GET("/audit/self", middleware.DisableCache(), middleware.UserAuth(), controller.GetAuditLogs)
 		logRoute := apiRouter.Group("/log")
 		logRoute.GET("/attempts/:request_id", middleware.UserAuth(), controller.GetRelayAttempts)
diff --git a/router/channel-router.go b/router/channel-router.go
index 9d06882..d541e18 100644
--- a/router/channel-router.go
+++ b/router/channel-router.go
@@ -2,6 +2,7 @@ package router
 
 import (
 	"net/http"
+	"path"
 
 	"github.com/QuantumNous/new-api/controller"
 	"github.com/QuantumNous/new-api/middleware"
@@ -16,6 +17,26 @@ type permissionRoute struct {
 	handler    gin.HandlerFunc
 }
 
+// handlePermissionRoute registers a Casbin-guarded route and declares the same
+// permission as the access token scope that route requires.
+func handlePermissionRoute(group *gin.RouterGroup, method, relativePath string, permission authz.Permission, handlers ...gin.HandlerFunc) {
+	middleware.DeclareAccessTokenPermissionRoute(method, joinPaths(group.BasePath(), relativePath), permission)
+	group.Handle(method, relativePath, append([]gin.HandlerFunc{middleware.RequirePermission(permission)}, handlers...)...)
+}
+
+// joinPaths matches gin's route path joining, which keeps a trailing slash
+// from the relative path, so declared keys equal c.FullPath().
+func joinPaths(absolutePath, relativePath string) string {
+	if relativePath == "" {
+		return absolutePath
+	}
+	finalPath := path.Join(absolutePath, relativePath)
+	if relativePath[len(relativePath)-1] == '/' && finalPath[len(finalPath)-1] != '/' {
+		return finalPath + "/"
+	}
+	return finalPath
+}
+
 func registerChannelRoutes(apiRouter *gin.RouterGroup) {
 	channelRoute := apiRouter.Group("/channel")
 	channelRoute.Use(middleware.AdminAuth())
@@ -29,10 +50,7 @@ func registerChannelRoutes(apiRouter *gin.RouterGroup) {
 	)
 
 	for _, route := range channelPermissionRoutes {
-		channelRoute.Handle(route.method, route.path,
-			middleware.RequirePermission(route.permission),
-			route.handler,
-		)
+		handlePermissionRoute(channelRoute, route.method, route.path, route.permission, route.handler)
 	}
 }
 
diff --git a/router/channel_router_test.go b/router/channel_router_test.go
index cd89771..3e51ffa 100644
--- a/router/channel_router_test.go
+++ b/router/channel_router_test.go
@@ -25,6 +25,8 @@ func TestChannelDefaultBaseURLsRequireReadPermission(t *testing.T) {
 }
 
 func TestChannelStatusRoutesUseExpectedPermissions(t *testing.T) {
+	assertChannelRoutePermission(t, http.MethodGet, "/priority/order", authz.ChannelRead, controller.GetChannelPriorityOrder)
+	assertChannelRoutePermission(t, http.MethodPost, "/priority/reorder", authz.ChannelWrite, controller.ReorderChannelPriority)
 	assertChannelRoutePermission(t, http.MethodGet, "/:id/vllm/status", authz.ChannelRead, controller.GetVLLMChannelStatus)
 	assertChannelRoutePermission(t, http.MethodGet, "/:id/sglang/status", authz.ChannelRead, controller.GetSGLangChannelStatus)
 	assertChannelRoutePermission(t, http.MethodPost, "/:id/status", authz.ChannelOperate, controller.UpdateChannelStatus)
diff --git a/router/main.go b/router/main.go
index d605206..337683a 100644
--- a/router/main.go
+++ b/router/main.go
@@ -23,7 +23,7 @@ func SetRouter(router *gin.Engine, assets WebAssets) {
 	frontendBaseUrl := os.Getenv("FRONTEND_BASE_URL")
 	if common.IsMasterNode && frontendBaseUrl != "" {
 		frontendBaseUrl = ""
-		common.SysLog("FRONTEND_BASE_URL is ignored on master node")
+		common.SysLog(common.LogText("FRONTEND_BASE_URL is ignored on master node"))
 	}
 	if frontendBaseUrl == "" {
 		SetWebRouter(router, assets, pluginDispatcher)
diff --git a/router/plugin-router.go b/router/plugin-router.go
index 1ec24a8..2034ebe 100644
--- a/router/plugin-router.go
+++ b/router/plugin-router.go
@@ -55,12 +55,12 @@ func SetPluginRouter(outer *gin.Engine) gin.HandlerFunc {
 	trustedProxies, _, err := common.ResolveTrustedProxies(os.Getenv("TRUSTED_PROXIES"))
 	dispatcher := &pluginRouteDispatcher{registry: jsplugin.DefaultRegistry}
 	if err != nil {
-		common.SysError("configure plugin router trusted proxies: " + err.Error())
+		common.SysError(common.LogText("configure plugin router trusted proxies: %s", err.Error()))
 		return dispatcher.dispatch
 	}
 	builder := newPluginGenerationBuilder(outer.Routes(), trustedProxies, productionPluginRouteHandlers)
 	if err = jsplugin.DefaultRegistry.SetGenerationPreparer(builder.prepare); err != nil {
-		common.SysError("build initial plugin router: " + err.Error())
+		common.SysError(common.LogText("build initial plugin router: %s", err.Error()))
 	}
 	return dispatcher.dispatch
 }
@@ -331,7 +331,7 @@ func pluginRouteRecovery() gin.HandlerFunc {
 			if recover() == nil {
 				return
 			}
-			common.SysError("panic recovered in plugin route")
+			common.SysError(common.LogText("panic recovered in plugin route"))
 			if pinnedValue, exists := c.Get(jsplugin.ContextKeyPinnedRoute); exists {
 				if pinned, ok := pinnedValue.(jsplugin.PinnedRoute); ok && pinned.Plugin != nil && pinned.Generation != nil {
 					logger.LogDebug(
diff --git a/router/plugin_router_test.go b/router/plugin_router_test.go
index 5257aee..88087d9 100644
--- a/router/plugin_router_test.go
+++ b/router/plugin_router_test.go
@@ -907,7 +907,7 @@ func TestWebFallbackDoesNotCacheMissingAPIOrAssets(t *testing.T) {
 func TestSecurityRoutesDisableCachingBeforeAuthentication(t *testing.T) {
 	outer := gin.New()
 	SetApiRouter(outer)
-	for _, path := range []string{"/api/user/token/status", "/api/user/token", "/api/audit/self", "/api/audit"} {
+	for _, path := range []string{"/api/user/access_tokens", "/api/user/access_tokens/catalog", "/api/user/access_tokens/scopes", "/api/audit/self", "/api/audit"} {
 		t.Run(path, func(t *testing.T) {
 			response := performPluginRequest(outer, http.MethodGet, path)
 			assert.Equal(t, http.StatusUnauthorized, response.Code)
diff --git a/router/relay-router.go b/router/relay-router.go
index be514b3..3f796c5 100644
--- a/router/relay-router.go
+++ b/router/relay-router.go
@@ -116,16 +116,20 @@ func SetRelayRouter(router *gin.Engine) {
 			controller.Relay(c, types.RelayFormatOpenAIAlphaSearch)
 		})
 
-		// image related routes
+		// DeepSeek Search and Fetch API routes
+		httpRouter.POST("/tools/search", func(c *gin.Context) {
+			controller.Relay(c, types.RelayFormatDeepSeekTools)
+		})
+		httpRouter.POST("/tools/fetch", func(c *gin.Context) {
+			controller.Relay(c, types.RelayFormatDeepSeekTools)
+		})
+
+		// image related routes. /images/generations and /images/edits are
+		// host protocol endpoints (openai_image) registered by
+		// SetTaskPluginProtocolRouter; unclaimed models fall back to Relay.
 		httpRouter.POST("/edits", func(c *gin.Context) {
 			controller.Relay(c, types.RelayFormatOpenAIImage)
 		})
-		httpRouter.POST("/images/generations", func(c *gin.Context) {
-			controller.Relay(c, types.RelayFormatOpenAIImage)
-		})
-		httpRouter.POST("/images/edits", func(c *gin.Context) {
-			controller.Relay(c, types.RelayFormatOpenAIImage)
-		})
 
 		// embedding related routes
 		httpRouter.POST("/embeddings", func(c *gin.Context) {
diff --git a/router/task-plugin-protocol-router.go b/router/task-plugin-protocol-router.go
index 6b52292..3f7f96b 100644
--- a/router/task-plugin-protocol-router.go
+++ b/router/task-plugin-protocol-router.go
@@ -34,6 +34,14 @@ func taskPluginProtocolHandlers(protocol, operation string) ([]gin.HandlerFunc,
 				controller.RelayTaskPluginEndpoint(c, func(c *gin.Context) { controller.Relay(c, types.RelayFormatOpenAIResponses) })
 			},
 		}, nil
+	case "openai_image.generate", "openai_image.edit":
+		return []gin.HandlerFunc{
+			middleware.RouteTag("relay"), middleware.SystemPerformanceCheck(), middleware.TokenAuth(),
+			middleware.ModelRequestRateLimit(), middleware.PinTaskPluginEndpoint(), middleware.PrepareTaskPluginEndpoint(), middleware.Distribute(),
+			func(c *gin.Context) {
+				controller.RelayTaskPluginEndpoint(c, func(c *gin.Context) { controller.Relay(c, types.RelayFormatOpenAIImage) })
+			},
+		}, nil
 	case "openai_video.create":
 		return []gin.HandlerFunc{
 			middleware.RouteTag("relay"), middleware.TokenAuth(), middleware.SystemPerformanceCheck(),
diff --git a/router/task_plugin_protocol_router_test.go b/router/task_plugin_protocol_router_test.go
index 811c641..11d4815 100644
--- a/router/task_plugin_protocol_router_test.go
+++ b/router/task_plugin_protocol_router_test.go
@@ -20,6 +20,8 @@ func TestHostProtocolRegistryDrivesProtocolRoutesOnce(t *testing.T) {
 		"GET /v1/videos/:task_id",
 		"GET /v1/videos/:task_id/content",
 		"HEAD /v1/videos/:task_id/content",
+		"POST /v1/images/generations",
+		"POST /v1/images/edits",
 	}
 	actual := make([]string, 0, len(engine.Routes()))
 	for _, route := range engine.Routes() {
diff --git a/router/web-router.go b/router/web-router.go
index 7f814da..d5f47fd 100644
--- a/router/web-router.go
+++ b/router/web-router.go
@@ -9,7 +9,6 @@ import (
 	"github.com/QuantumNous/new-api/controller"
 	"github.com/QuantumNous/new-api/middleware"
 	"github.com/gin-contrib/gzip"
-	"github.com/gin-contrib/static"
 	"github.com/gin-gonic/gin"
 )
 
@@ -21,15 +20,21 @@ type WebAssets struct {
 
 func SetWebRouter(router *gin.Engine, assets WebAssets, pluginDispatcher gin.HandlerFunc) {
 	frontendFS := common.EmbedFolder(assets.BuildFS, "web/dist")
+	compress := gzip.Gzip(gzip.DefaultCompression)
 
 	router.NoRoute(
 		pluginDispatcher,
 		middleware.RouteTag("web"),
-		gzip.Gzip(gzip.DefaultCompression),
+		func(c *gin.Context) {
+			// ServeFrontendFiles sends build files already compressed.
+			if !frontendFS.Exists("/", c.Request.URL.Path) {
+				compress(c)
+			}
+		},
 		middleware.AccessTokenAudit(),
-		middleware.GlobalWebRateLimit(),
+		middleware.GlobalWebRateLimit(frontendFS),
 		middleware.Cache(),
-		static.Serve("/", frontendFS),
+		middleware.ServeFrontendFiles(frontendFS),
 		func(c *gin.Context) {
 			if strings.HasPrefix(c.Request.RequestURI, "/v1") || strings.HasPrefix(c.Request.RequestURI, "/api") || strings.HasPrefix(c.Request.RequestURI, "/assets") {
 				controller.RelayNotFound(c)
diff --git a/service/access_token_scope.go b/service/access_token_scope.go
new file mode 100644
index 0000000..903b9ba
--- /dev/null
+++ b/service/access_token_scope.go
@@ -0,0 +1,273 @@
+package service
+
+import (
+	"errors"
+	"slices"
+	"strings"
+
+	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/model"
+	"github.com/QuantumNous/new-api/service/authz"
+)
+
+const (
+	AccessTokenGroupPersonal = "personal"
+	AccessTokenGroupAdmin    = "admin"
+	AccessTokenGroupSystem   = "system"
+
+	AccessTokenMaxPerUser        = 20
+	AccessTokenDefaultExpiryDays = 30
+	accessTokenActionReveal      = "reveal"
+	accessTokenScopeSeparator    = ":"
+)
+
+var (
+	ErrAccessTokenScopeInvalid   = errors.New("access token scope is invalid")
+	ErrAccessTokenScopeForbidden = errors.New("access token scope cannot be granted")
+)
+
+// AccessTokenResource mirrors authz.ResourceDefinition so both catalogs share
+// one JSON shape and one frontend matrix component.
+type AccessTokenResource struct {
+	Resource string                   `json:"resource"`
+	LabelKey string                   `json:"label_key"`
+	Actions  []authz.ActionDefinition `json:"actions"`
+	group    string
+	minRole  int
+}
+
+type AccessTokenCatalogGroup struct {
+	Group     string                `json:"group"`
+	Resources []AccessTokenResource `json:"resources"`
+}
+
+func accessTokenView(description string) authz.ActionDefinition {
+	return authz.ActionDefinition{Action: authz.ActionRead, LabelKey: "View", DescriptionKey: description}
+}
+
+func accessTokenEdit(description string) authz.ActionDefinition {
+	return authz.ActionDefinition{Action: authz.ActionWrite, LabelKey: "Edit", DescriptionKey: description}
+}
+
+// accessTokenStaticResources covers dashboard routes that are not guarded by a
+// Casbin permission. Casbin resources come from authz.Catalog() at runtime and
+// must never be duplicated here.
+var accessTokenStaticResources = []AccessTokenResource{
+	{Resource: "profile", LabelKey: "Profile", group: AccessTokenGroupPersonal, minRole: common.RoleCommonUser, Actions: []authz.ActionDefinition{
+		accessTokenView("View your profile, groups, and available models."),
+		accessTokenEdit("Change your display name and personal settings."),
+	}},
+	{Resource: "api_key", LabelKey: "API keys", group: AccessTokenGroupPersonal, minRole: common.RoleCommonUser, Actions: []authz.ActionDefinition{
+		accessTokenView("View API keys and their settings without the full key."),
+		accessTokenEdit("Create, edit, and delete API keys."),
+		{Action: accessTokenActionReveal, LabelKey: "Reveal full keys", DescriptionKey: "View complete API keys."},
+	}},
+	{Resource: "usage", LabelKey: "Usage", group: AccessTokenGroupPersonal, minRole: common.RoleCommonUser, Actions: []authz.ActionDefinition{
+		accessTokenView("View your usage logs, statistics, tasks, and audit logs."),
+	}},
+	{Resource: "wallet", LabelKey: "Wallet", group: AccessTokenGroupPersonal, minRole: common.RoleCommonUser, Actions: []authz.ActionDefinition{
+		accessTokenView("View balance, top-up records, subscriptions, and referral information."),
+		accessTokenEdit("Top up, pay for subscriptions, check in, and transfer referral rewards."),
+	}},
+	{Resource: "account_security", LabelKey: "Account security", group: AccessTokenGroupPersonal, minRole: common.RoleCommonUser, Actions: []authz.ActionDefinition{
+		accessTokenView("View Passkey, two-factor, and sign-in binding status."),
+		accessTokenEdit("Includes changes that require security verification, such as password, two-factor settings, and account deletion."),
+	}},
+	{Resource: "user", LabelKey: "Users", group: AccessTokenGroupAdmin, minRole: common.RoleAdminUser, Actions: []authz.ActionDefinition{
+		accessTokenView("View users, their sign-in bindings, and permission settings."),
+		accessTokenEdit("Create, edit, disable, and delete users, and reset their security settings."),
+	}},
+	{Resource: "billing", LabelKey: "Billing management", group: AccessTokenGroupAdmin, minRole: common.RoleAdminUser, Actions: []authz.ActionDefinition{
+		accessTokenView("View all top-up records, subscription plans, and user subscriptions."),
+		accessTokenEdit("Complete top-up orders and manage subscription plans and user subscriptions."),
+	}},
+	{Resource: "model", LabelKey: "Models", group: AccessTokenGroupAdmin, minRole: common.RoleAdminUser, Actions: []authz.ActionDefinition{
+		accessTokenView("View models and vendors, and preview upstream sync."),
+		accessTokenEdit("Edit models and vendors, and sync them from upstream."),
+	}},
+	{Resource: "deployment", LabelKey: "Deployments", group: AccessTokenGroupAdmin, minRole: common.RoleAdminUser, Actions: []authz.ActionDefinition{
+		accessTokenView("View deployments and price estimates."),
+		accessTokenEdit("Create, edit, and delete deployments, and test connections."),
+	}},
+	{Resource: "log", LabelKey: "Logs", group: AccessTokenGroupAdmin, minRole: common.RoleAdminUser, Actions: []authz.ActionDefinition{
+		accessTokenView("View all users' usage logs, statistics, and tasks."),
+	}},
+	{Resource: "redemption", LabelKey: "Redemption codes", group: AccessTokenGroupAdmin, minRole: common.RoleAdminUser, Actions: []authz.ActionDefinition{
+		accessTokenView("View redemption codes."),
+		accessTokenEdit("Create, edit, and delete redemption codes."),
+	}},
+	{Resource: "group", LabelKey: "Groups", group: AccessTokenGroupAdmin, minRole: common.RoleAdminUser, Actions: []authz.ActionDefinition{
+		accessTokenView("View groups and prefill groups."),
+		accessTokenEdit("Create, edit, and delete prefill groups."),
+	}},
+	{Resource: "option", LabelKey: "System settings", group: AccessTokenGroupSystem, minRole: common.RoleRootUser, Actions: []authz.ActionDefinition{
+		accessTokenView("View system settings, custom OAuth providers, and price sync sources."),
+		accessTokenEdit("Change system settings and custom OAuth providers, and sync prices."),
+	}},
+	{Resource: "plugin", LabelKey: "Task plugins", group: AccessTokenGroupSystem, minRole: common.RoleRootUser, Actions: []authz.ActionDefinition{
+		accessTokenView("View installed task plugins and their settings."),
+		accessTokenEdit("Install, configure, test, and remove task plugins."),
+	}},
+	{Resource: "ops", LabelKey: "Operations", group: AccessTokenGroupSystem, minRole: common.RoleRootUser, Actions: []authz.ActionDefinition{
+		accessTokenView("View performance, system tasks, and system information."),
+		accessTokenEdit("Run and manage maintenance tasks and performance settings."),
+	}},
+}
+
+// AccessTokenScopeOf is the token scope key for a Casbin permission.
+func AccessTokenScopeOf(permission authz.Permission) string {
+	return permission.Resource + accessTokenScopeSeparator + permission.Action
+}
+
+// AccessTokenCatalog lists the scopes this user may grant right now, grouped
+// for display. Resources without a grantable action and empty groups are
+// omitted.
+func AccessTokenCatalog(userID, role int) []AccessTokenCatalogGroup {
+	resources := map[string][]AccessTokenResource{}
+	for _, resource := range accessTokenStaticResources {
+		if role < resource.minRole {
+			continue
+		}
+		resource.Actions = slices.Clone(resource.Actions)
+		resources[resource.group] = append(resources[resource.group], resource)
+	}
+	if role >= common.RoleAdminUser {
+		for _, definition := range authz.Catalog() {
+			resource := AccessTokenResource{Resource: definition.Resource, LabelKey: definition.LabelKey}
+			for _, action := range definition.Actions {
+				if authz.Can(userID, role, authz.Permission{Resource: definition.Resource, Action: action.Action}) {
+					resource.Actions = append(resource.Actions, action)
+				}
+			}
+			if len(resource.Actions) > 0 {
+				resources[AccessTokenGroupAdmin] = append(resources[AccessTokenGroupAdmin], resource)
+			}
+		}
+	}
+	groups := make([]AccessTokenCatalogGroup, 0, 3)
+	for _, group := range []string{AccessTokenGroupPersonal, AccessTokenGroupAdmin, AccessTokenGroupSystem} {
+		if len(resources[group]) > 0 {
+			groups = append(groups, AccessTokenCatalogGroup{Group: group, Resources: resources[group]})
+		}
+	}
+	return groups
+}
+
+// AccessTokenScopeDictionary lists every resource a token scope can name,
+// whatever the viewer may grant, so stored grants keep their labels after the
+// granting user loses a permission or when another user reads them.
+func AccessTokenScopeDictionary() []AccessTokenResource {
+	definitions := authz.Catalog()
+	resources := make([]AccessTokenResource, 0, len(accessTokenStaticResources)+len(definitions))
+	for _, resource := range accessTokenStaticResources {
+		resource.Actions = slices.Clone(resource.Actions)
+		resources = append(resources, resource)
+	}
+	for _, definition := range definitions {
+		resources = append(resources, AccessTokenResource{Resource: definition.Resource, LabelKey: definition.LabelKey, Actions: definition.Actions})
+	}
+	return resources
+}
+
+// NormalizeAccessTokenScopes validates a requested grant against the catalog
+// the user sees and returns it trimmed, de-duplicated and sorted.
+func NormalizeAccessTokenScopes(userID, role int, scopes []string) ([]string, error) {
+	normalized, ok := NormalizeAccessTokenScopeList(scopes)
+	if !ok {
+		return nil, ErrAccessTokenScopeInvalid
+	}
+	grantable := make(map[string]bool)
+	for _, group := range AccessTokenCatalog(userID, role) {
+		for _, resource := range group.Resources {
+			for _, action := range resource.Actions {
+				grantable[resource.Resource+accessTokenScopeSeparator+action.Action] = true
+			}
+		}
+	}
+	for _, scope := range normalized {
+		if grantable[scope] {
+			continue
+		}
+		if !knownAccessTokenScope(scope) {
+			return nil, ErrAccessTokenScopeInvalid
+		}
+		return nil, ErrAccessTokenScopeForbidden
+	}
+	return normalized, nil
+}
+
+func knownAccessTokenScope(scope string) bool {
+	resourceName, action, ok := strings.Cut(scope, accessTokenScopeSeparator)
+	if !ok {
+		return false
+	}
+	for _, resource := range accessTokenStaticResources {
+		if resource.Resource == resourceName && slices.ContainsFunc(resource.Actions, func(definition authz.ActionDefinition) bool { return definition.Action == action }) {
+			return true
+		}
+	}
+	return slices.Contains(authz.AllPermissions(), authz.Permission{Resource: resourceName, Action: action})
+}
+
+func AccessTokenScopeGranted(scopes []string, scope string) bool {
+	return scope != "" && slices.Contains(scopes, scope)
+}
+
+// accessTokenVerificationScopes maps every verification scope to the token
+// scope a PAT needs to obtain its proof. An empty value means PATs can never
+// obtain it; scopes missing from this table are denied too.
+var accessTokenVerificationScopes = map[string]string{
+	VerificationScopeChannelKeyRead:        AccessTokenScopeOf(authz.ChannelSecretView),
+	VerificationScopeAdminUserCreate:       "user:write",
+	VerificationScopeAdminUserUpdate:       "user:write",
+	VerificationScopeAdminUserDelete:       "user:write",
+	VerificationScopeAdminUserManage:       "user:write",
+	VerificationScopeAdminUserPasskeyReset: "user:write",
+	VerificationScopeAdminUserTwoFADisable: "user:write",
+	VerificationScopeAdminUserBindingClear: "user:write",
+	VerificationScopePasskeyRegister:       "account_security:write",
+	VerificationScopePasskeyDelete:         "account_security:write",
+	VerificationScopeTwoFASetup:            "account_security:write",
+	VerificationScopeTwoFADisable:          "account_security:write",
+	VerificationScopeTwoFABackupCodes:      "account_security:write",
+	VerificationScopePasswordSet:           "account_security:write",
+	VerificationScopePasswordChange:        "account_security:write",
+	VerificationScopeAccountBind:           "account_security:write",
+	VerificationScopeAccountUnbind:         "account_security:write",
+	VerificationScopeAccountDelete:         "account_security:write",
+	VerificationScopeAccessTokenGenerate:   "",
+	VerificationScopeAccessTokenUpdate:     "",
+	VerificationScopeAccessTokenRevoke:     "",
+	VerificationScopeLogin:                 "",
+}
+
+// AccessTokenVerificationScope returns the token scope a PAT needs for a
+// verification scope and whether the scope is listed at all.
+func AccessTokenVerificationScope(verificationScope string) (scope string, listed bool) {
+	scope, listed = accessTokenVerificationScopes[verificationScope]
+	return scope, listed
+}
+
+// requireAccessTokenVerificationScope rejects a step-up request from a PAT
+// whose grant does not cover the operation. Browser sessions pass through.
+func requireAccessTokenVerificationScope(identity AuthIdentity, verificationScope string) error {
+	tokenID, ok := model.ParseAccessTokenSessionID(identity.SessionID)
+	if !ok {
+		return nil
+	}
+	required, _ := AccessTokenVerificationScope(verificationScope)
+	if required == "" {
+		return ErrVerificationForbidden
+	}
+	token, err := model.GetUserAccessToken(identity.UserID, tokenID)
+	if errors.Is(err, model.ErrAccessTokenNotFound) {
+		return ErrAuthTokenInvalid
+	}
+	if err != nil {
+		return err
+	}
+	if !AccessTokenScopeGranted(token.GetScopes(), required) {
+		return ErrVerificationForbidden
+	}
+	return nil
+}
diff --git a/service/account_security.go b/service/account_security.go
index 436cfd3..f9b57ae 100644
--- a/service/account_security.go
+++ b/service/account_security.go
@@ -5,9 +5,11 @@ import (
 	"html"
 
 	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/i18n"
 	"github.com/QuantumNous/new-api/model"
 	"github.com/QuantumNous/new-api/oauth"
 	"github.com/QuantumNous/new-api/setting/system_setting"
+	"github.com/gin-gonic/gin"
 )
 
 func UnbindAccountOAuth(identity AuthIdentity, providerID int) error {
@@ -29,13 +31,27 @@ func UnbindAccountOAuth(identity AuthIdentity, providerID int) error {
 	return model.UnbindUserOAuthForSession(identity, providerID, enabled)
 }
 
+// AccountMailLanguage is the language of mail about a user's account: the
+// language the user saved, else the one the request stated.
+func AccountMailLanguage(c *gin.Context, userId int) string {
+	if lang := model.GetUserLanguage(userId); lang != "" {
+		return lang
+	}
+	return i18n.StatedLang(c)
+}
+
 // NotifyAccountSecurityChange never includes credentials or tokens. The caller
 // records delivery failure independently from the already-committed change.
-func NotifyAccountSecurityChange(email, event string) error {
+// eventKey names the change; the notice is written in lang (see
+// AccountMailLanguage).
+func NotifyAccountSecurityChange(lang, email, eventKey string, eventArgs ...map[string]any) error {
 	if email == "" {
 		return nil
 	}
-	subject := common.SystemName + " — Account security notification"
-	content := fmt.Sprintf("<p>Your account security settings have changed: %s.</p><p>If you did not make this change, open your account security settings, revoke other login sessions, and contact your administrator.</p>", html.EscapeString(event))
+	event := html.EscapeString(i18n.Translate(lang, eventKey, eventArgs...))
+	subject := i18n.Translate(lang, i18n.MsgEmailSecurityNoticeSubject, map[string]any{"SystemName": common.SystemName})
+	content := fmt.Sprintf("<p>%s</p><p>%s</p>",
+		i18n.Translate(lang, i18n.MsgEmailSecurityNoticeChanged, map[string]any{"Event": event}),
+		i18n.Translate(lang, i18n.MsgEmailSecurityNoticeAdvice))
 	return common.SendEmail(subject, email, content)
 }
diff --git a/service/astra_sampling.go b/service/astra_sampling.go
index 43b8c3b..8529c35 100644
--- a/service/astra_sampling.go
+++ b/service/astra_sampling.go
@@ -286,9 +286,6 @@ func aggregateAstraSampling(channels []model.Channel, tasks []*model.SystemTask,
 				break
 			}
 		}
-		if len(s.History) > 12 {
-			s.History = s.History[:12]
-		}
 	}
 	return groups
 }
diff --git a/service/astra_sampling_test.go b/service/astra_sampling_test.go
index 55e1895..bceb052 100644
--- a/service/astra_sampling_test.go
+++ b/service/astra_sampling_test.go
@@ -90,14 +90,14 @@ func TestAstraSamplingAggregationPrivacyAndFailures(t *testing.T) {
 
 func TestAstraSamplingExcludesInconclusiveFromRateWithinSixHours(t *testing.T) {
 	now := time.Now()
-	channel := model.Channel{Id: 1, Group: "example-variable", Models: fingerprint.Model}
+	channel := model.Channel{Id: 1, Group: "gpt-s-unstable", Models: fingerprint.Model}
 	rounds := []AstraSamplingRound{
 		{ID: "recent-match", ChannelID: 1, StartedAt: now.Add(-time.Hour).Unix(), FinishedAt: now.Unix(), Result: fingerprint.Result{Engine: fingerprint.Version, Status: "match", ValidSamples: 3, Closest: fingerprint.Model}},
 		{ID: "recent-luna", ChannelID: 1, StartedAt: now.Add(-2 * time.Hour).Unix(), FinishedAt: now.Unix(), Result: fingerprint.Result{Engine: fingerprint.Version, Status: "inconclusive", ValidSamples: 2, Closest: "gpt-5.6-luna", Gap: .9}},
 		{ID: "old-luna", ChannelID: 1, StartedAt: now.Add(-7 * time.Hour).Unix(), FinishedAt: now.Unix(), Result: fingerprint.Result{Engine: fingerprint.Version, Status: "inconclusive", ValidSamples: 2, Closest: "gpt-5.6-luna", Gap: .9}},
 	}
 	state, _ := common.Marshal(AstraSamplingState{Rounds: rounds})
-	summary := AggregateAstraSampling([]model.Channel{channel}, []*model.SystemTask{{Status: model.SystemTaskStatusSucceeded, State: string(state)}}, now)["example-variable"]
+	summary := AggregateAstraSampling([]model.Channel{channel}, []*model.SystemTask{{Status: model.SystemTaskStatusSucceeded, State: string(state)}}, now)["gpt-s-unstable"]
 	if summary.Rate == nil || *summary.Rate != 0 || summary.Matches != 1 || summary.Mismatches != 0 || summary.Inconclusive != 1 {
 		t.Fatalf("%+v", summary)
 	}
diff --git a/service/auth_cleanup.go b/service/auth_cleanup.go
index 1042275..c57498a 100644
--- a/service/auth_cleanup.go
+++ b/service/auth_cleanup.go
@@ -1,7 +1,6 @@
 package service
 
 import (
-	"fmt"
 	"time"
 
 	"github.com/QuantumNous/new-api/common"
@@ -10,8 +9,9 @@ import (
 
 const authArtifactCleanupInterval = time.Hour
 
-// StartAuthArtifactCleanup removes expired dashboard Sessions and old
-// one-time authentication flows. Only the master instance performs cleanup.
+// StartAuthArtifactCleanup removes expired dashboard Sessions, old one-time
+// authentication flows and access tokens that expired beyond the revoked
+// session retention. Only the master instance performs cleanup.
 func StartAuthArtifactCleanup() {
 	if !common.IsMasterNode {
 		return
@@ -30,9 +30,9 @@ func cleanupAuthArtifacts() {
 	now := time.Now()
 	count, err := model.CountUserSessionsCreatedSince(0, now.Add(-time.Hour).Unix())
 	if err != nil {
-		common.SysError("failed to count hourly user session issuance: " + err.Error())
+		common.SysError(common.LogText("failed to count hourly user session issuance: %s", err.Error()))
 	} else if count > int64(common.UserSessionHourlyAlertThreshold) {
-		common.SysError(fmt.Sprintf(
+		common.SysError(common.LogText(
 			"hourly user session issuance exceeded alert threshold: count=%d threshold=%d window_seconds=%d",
 			count,
 			common.UserSessionHourlyAlertThreshold,
@@ -40,12 +40,16 @@ func cleanupAuthArtifacts() {
 		))
 	}
 	if err := model.DeleteExpiredUserSessions(now.Unix()); err != nil {
-		common.SysError("failed to delete expired user sessions: " + err.Error())
+		common.SysError(common.LogText("failed to delete expired user sessions: %s", err.Error()))
 	}
 	if err := model.DeleteOldRevokedUserSessions(now.Unix()); err != nil {
-		common.SysError("failed to delete old revoked user sessions: " + err.Error())
+		common.SysError(common.LogText("failed to delete old revoked user sessions: %s", err.Error()))
 	}
 	if err := model.DeleteExpiredAuthFlows(now); err != nil {
-		common.SysError("failed to delete expired authentication flows: " + err.Error())
+		common.SysError(common.LogText("failed to delete expired authentication flows: %s", err.Error()))
+	}
+	accessTokenExpiredBefore := now.Unix() - int64(common.UserSessionRevokedRetentionDays)*24*60*60
+	if err := model.DeleteExpiredUserAccessTokens(accessTokenExpiredBefore); err != nil {
+		common.SysError(common.LogText("failed to delete expired access tokens: %s", err.Error()))
 	}
 }
diff --git a/service/auth_session.go b/service/auth_session.go
index eaf808b..5cd4992 100644
--- a/service/auth_session.go
+++ b/service/auth_session.go
@@ -149,6 +149,16 @@ func ValidateLoginSession(identity AuthIdentity) (*model.UserSession, *model.Use
 	return session, user, nil
 }
 
+// ValidateStepUpIdentity checks that the identity requesting or consuming a
+// proof is still live: a browser session or a scoped access token.
+func ValidateStepUpIdentity(identity AuthIdentity) error {
+	if _, ok := model.ParseAccessTokenSessionID(identity.SessionID); ok {
+		return model.ValidateAccessTokenIdentity(identity)
+	}
+	_, _, err := ValidateLoginSession(identity)
+	return err
+}
+
 // ValidateSessionReference validates a server-side flow bound to an existing
 // dashboard session without requiring an access token on the callback request.
 func ValidateSessionReference(userID int, sid string) (AuthIdentity, error) {
@@ -174,7 +184,8 @@ func ValidateSessionReference(userID int, sid string) (AuthIdentity, error) {
 // AdvanceCurrentSessionSecurity increments the user's global auth version,
 // preserves only the current browser session at a new session version and
 // returns a replacement access token. Call after a successful 2FA/passkey
-// security-setting mutation that did not already advance AuthVersion.
+// security-setting mutation that did not already advance AuthVersion. When the
+// change was made through an access token it returns a nil bundle.
 func AdvanceCurrentSessionSecurity(identity AuthIdentity, reason string) (*AuthBundle, error) {
 	nextUserAuthVersion, err := model.BumpUserAuthVersion(identity.UserID)
 	if err != nil {
@@ -198,6 +209,12 @@ func AdvanceCurrentSessionToUserVersion(identity AuthIdentity, reason string) (*
 }
 
 func advanceCurrentSessionToVersion(identity AuthIdentity, nextUserAuthVersion int64, reason string) (*AuthBundle, error) {
+	// An access token has no browser session to keep, so every browser session
+	// signs in again at the new auth version. The token itself stays valid.
+	if _, ok := model.ParseAccessTokenSessionID(identity.SessionID); ok {
+		_, err := model.RevokeAllUserSessions(identity.UserID, reason)
+		return nil, err
+	}
 	session, err := model.AdvanceUserSessionAuthVersion(
 		identity.UserID,
 		identity.SessionID,
diff --git a/service/auth_session_test.go b/service/auth_session_test.go
index f1c91ff..2d14a7c 100644
--- a/service/auth_session_test.go
+++ b/service/auth_session_test.go
@@ -32,7 +32,7 @@ func setupAuthSessionTestDB(t *testing.T) *model.User {
 	sqlDB, err := db.DB()
 	require.NoError(t, err)
 	sqlDB.SetMaxOpenConns(1)
-	require.NoError(t, db.AutoMigrate(&model.User{}, &model.UserSession{}, &model.AuthFlow{}))
+	require.NoError(t, db.AutoMigrate(&model.User{}, &model.UserSession{}, &model.AuthFlow{}, &model.UserAccessToken{}))
 	model.DB = db
 	common.RedisEnabled = false
 	common.UserSessionActiveLimit = common.DefaultUserSessionActiveLimit
@@ -276,6 +276,16 @@ func TestCleanupAuthArtifactsRemovesOnlyExpiredRecords(t *testing.T) {
 		ExpiresAt: now.Add(time.Minute),
 	}).Error)
 
+	retention := time.Duration(common.UserSessionRevokedRetentionDays) * 24 * time.Hour
+	for _, token := range []model.UserAccessToken{
+		{Name: "past retention", TokenHash: "past-retention", ExpiresAt: now.Add(-retention - time.Hour).Unix()},
+		{Name: "within retention", TokenHash: "within-retention", ExpiresAt: now.Add(-retention + time.Hour).Unix()},
+		{Name: "never expires", TokenHash: "never-expires"},
+	} {
+		token.UserId = 1
+		require.NoError(t, model.DB.Create(&token).Error)
+	}
+
 	cleanupAuthArtifacts()
 
 	var sessionCount int64
@@ -285,6 +295,9 @@ func TestCleanupAuthArtifactsRemovesOnlyExpiredRecords(t *testing.T) {
 	require.NoError(t, model.DB.Find(&flows).Error)
 	require.Len(t, flows, 1)
 	assert.Equal(t, "recent-flow", flows[0].TokenHash)
+	var kept []string
+	require.NoError(t, model.DB.Model(&model.UserAccessToken{}).Order("id").Pluck("token_hash", &kept).Error)
+	assert.Equal(t, []string{"within-retention", "never-expires"}, kept)
 }
 
 func TestCleanupAuthArtifactsContinuesWithRevokedCleanupAfterExpiredBatchFailure(t *testing.T) {
diff --git a/service/auth_token_test.go b/service/auth_token_test.go
index 9fa8238..bb19720 100644
--- a/service/auth_token_test.go
+++ b/service/auth_token_test.go
@@ -6,6 +6,7 @@ import (
 	"time"
 
 	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/model"
 	"github.com/golang-jwt/jwt/v5"
 	"github.com/stretchr/testify/assert"
 	"github.com/stretchr/testify/require"
@@ -160,3 +161,24 @@ func TestSecurityProofBindsIdentityAndOperation(t *testing.T) {
 	_, err = ConsumeOperationProof(expired, identity, operation)
 	assert.ErrorIs(t, err, ErrAuthTokenExpired)
 }
+
+func TestSecurityProofBindsAccessTokenSession(t *testing.T) {
+	setupAuthSessionTestDB(t)
+	useTestSessionSecret(t)
+	identity := AuthIdentity{UserID: 42, SessionID: model.AccessTokenSessionID(7), UserAuthVersion: 3, SessionVersion: model.AccessTokenSessionVersion}
+	binding, err := BindVerificationOperation(VerificationOperation{Scope: VerificationScopeTwoFADisable})
+	require.NoError(t, err)
+	proof, _, err := IssueSecurityProof(identity, "password", binding)
+	require.NoError(t, err)
+
+	claims, err := verifySecurityProof(proof, identity, binding)
+	require.NoError(t, err)
+	assert.Equal(t, identity.SessionID, claims.SessionID)
+
+	for _, sessionID := range []string{model.AccessTokenSessionID(8), "session-1"} {
+		other := identity
+		other.SessionID = sessionID
+		_, err = verifySecurityProof(proof, other, binding)
+		assert.ErrorIs(t, err, ErrAuthTokenInvalid, sessionID)
+	}
+}
diff --git a/service/authz/adapter.go b/service/authz/adapter.go
index 4237a20..2db3b87 100644
--- a/service/authz/adapter.go
+++ b/service/authz/adapter.go
@@ -44,7 +44,7 @@ func (a *gormAdapter) LoadPolicy(m casbinmodel.Model) error {
 			// the stored rule for review and deny this permission in memory.
 			// Skipping a per-user rule would expose the admin role baseline.
 			effect = EffectDeny
-			common.SysLog(fmt.Sprintf("authorization policy %d has an unsupported legacy scope; loaded as deny; review the stored policy before granting access", rule.Id))
+			common.SysLog(common.LogText("authorization policy %d has an unsupported legacy scope; loaded as deny; review the stored policy before granting access", rule.Id))
 		}
 		if err := persist.LoadPolicyArray([]string{rule.Ptype, rule.V0, rule.V1, rule.V2, effect}, m); err != nil {
 			return err
diff --git a/service/authz/enforcer.go b/service/authz/enforcer.go
index b64bf76..f9083a7 100644
--- a/service/authz/enforcer.go
+++ b/service/authz/enforcer.go
@@ -88,7 +88,7 @@ func StartPolicySync(frequency int) {
 	for {
 		time.Sleep(time.Duration(frequency) * time.Second)
 		if err := ReloadPolicy(); err != nil {
-			common.SysError("failed to reload authz policy: " + err.Error())
+			common.SysError(common.LogText("failed to reload authz policy: %s", err.Error()))
 		}
 	}
 }
diff --git a/service/automatic_group.go b/service/automatic_group.go
index acdf158..8a77e25 100644
--- a/service/automatic_group.go
+++ b/service/automatic_group.go
@@ -34,8 +34,8 @@ func automaticModelMetrics(modelName string) perfmetrics.QueryResult {
 }
 
 type automaticCandidate struct {
-	group                      string
-	cost, ttft, success, ratio float64
+	group                                  string
+	cost, ttft, throughput, success, ratio float64
 }
 
 func resolveAutomaticPool(c *gin.Context, modelName string) []model.TokenGroupEntry {
@@ -59,7 +59,7 @@ func resolveAutomaticPool(c *gin.Context, modelName string) []model.TokenGroupEn
 	seen := map[string]bool{}
 	for _, ability := range abilities {
 		group := ability.Group
-		if _, ok := allowed[group]; !ok || seen[group] || !IsUserSelectableGroup(userGroup, group) {
+		if _, ok := allowed[group]; !ok || seen[group] || !IsUserSelectableGroup(userGroup, group) || RequestRoutingPolicy(c).ExcludesGroup(group) {
 			continue
 		}
 		channel, err := model.CacheGetChannel(ability.ChannelId)
@@ -92,6 +92,14 @@ func resolveAutomaticPool(c *gin.Context, modelName string) []model.TokenGroupEn
 		}
 		ratio := model.EffectiveGroupRatio(c, userGroup, group).GroupRatio
 		item := automaticCandidate{group: group, ttft: math.Inf(1), success: -1, ratio: ratio}
+		if RequestRoutingPolicy(c).AutoPreference == "throughput" {
+			metric, err := GroupModelPerformance(c.Request.Context(), group, modelName)
+			if err != nil {
+				common.SysError("automatic group performance query failed: " + err.Error())
+			} else if metric.Throughput != nil {
+				item.throughput = metric.Throughput.Value
+			}
+		}
 		if metric, ok := metrics[group]; ok && len(metric.Series) > 0 {
 			item.success = metric.SuccessRate
 
@@ -125,6 +133,11 @@ func resolveAutomaticPool(c *gin.Context, modelName string) []model.TokenGroupEn
 
 func sortAutomaticCandidates(items []automaticCandidate, preference string) {
 	slices.SortFunc(items, func(a, b automaticCandidate) int {
+		if preference == "throughput" {
+			if n := cmp.Compare(b.throughput, a.throughput); n != 0 {
+				return n
+			}
+		}
 		if preference == "speed" {
 			if n := cmp.Compare(a.ttft, b.ttft); n != 0 {
 				return n
@@ -163,7 +176,7 @@ func AutomaticPoolModels(c *gin.Context) []string {
 	}
 	names := map[string]bool{}
 	for _, ability := range abilities {
-		if !IsUserSelectableGroup(userGroup, ability.Group) {
+		if !IsUserSelectableGroup(userGroup, ability.Group) || RequestRoutingPolicy(c).ExcludesGroup(ability.Group) {
 			continue
 		}
 		channel, err := model.CacheGetChannel(ability.ChannelId)
diff --git a/service/automatic_models_test.go b/service/automatic_models_test.go
index d251716..16fc0f1 100644
--- a/service/automatic_models_test.go
+++ b/service/automatic_models_test.go
@@ -5,10 +5,13 @@ import (
 	"github.com/QuantumNous/new-api/common"
 	"github.com/QuantumNous/new-api/constant"
 	"github.com/QuantumNous/new-api/model"
+	perfmetrics "github.com/QuantumNous/new-api/pkg/perf_metrics"
 	"github.com/QuantumNous/new-api/setting"
+	"github.com/QuantumNous/new-api/setting/model_setting"
 	"github.com/QuantumNous/new-api/setting/ratio_setting"
 	"github.com/gin-gonic/gin"
 	"github.com/glebarez/sqlite"
+	"github.com/stretchr/testify/assert"
 	"github.com/stretchr/testify/require"
 	"gorm.io/driver/mysql"
 	"gorm.io/driver/postgres"
@@ -45,9 +48,9 @@ func TestAutomaticPoolModelsDatabaseMatrix(t *testing.T) {
 			model.DB = db
 			common.RedisEnabled = false
 			common.MemoryCacheEnabled = false
-			require.NoError(t, db.AutoMigrate(&model.Channel{}, &model.Ability{}))
+			require.NoError(t, db.AutoMigrate(&model.Channel{}, &model.Ability{}, &model.Token{}))
 			t.Cleanup(func() {
-				require.NoError(t, db.Migrator().DropTable(&model.Ability{}, &model.Channel{}))
+				require.NoError(t, db.Migrator().DropTable(&model.Token{}, &model.Ability{}, &model.Channel{}))
 				model.DB = oldDB
 				common.RedisEnabled = oldRedis
 				common.MemoryCacheEnabled = oldMemory
@@ -92,6 +95,86 @@ func TestAutomaticPoolModelsDatabaseMatrix(t *testing.T) {
 			c.Request = httptest.NewRequest("GET", "/v1/models", nil)
 			common.SetContextKey(c, constant.ContextKeyUserGroup, "auto-a")
 			require.Equal(t, []string{"gpt-6-astra", "model-a", "new-model", "shared"}, AutomaticPoolModels(c))
+
+			cfg := model_setting.GetGlobalSettings()
+			oldImageGroup, oldImageModels := cfg.ImageGenerationGroup, cfg.ImageGenerationModels
+			cfg.ImageGenerationGroup, cfg.ImageGenerationModels = "auto-b", []string{"blacklist-image"}
+			t.Cleanup(func() {
+				cfg.ImageGenerationGroup, cfg.ImageGenerationModels = oldImageGroup, oldImageModels
+				automaticMetricCache.Purge()
+				_ = poolCooldowns().Purge()
+			})
+			createChannelSelectAutoGroupsChannel(t, db, 571, "auto-a", "blacklist-model")
+			createChannelSelectAutoGroupsChannel(t, db, 572, "auto-b", "blacklist-model")
+			createChannelSelectAutoGroupsChannel(t, db, 573, "auto-a", "blacklist-image")
+			createChannelSelectAutoGroupsChannel(t, db, 574, "auto-b", "blacklist-image")
+			common.MemoryCacheEnabled = true
+			model.InitChannelCache()
+			automaticMetricCache.Set("blacklist-model", perfmetrics.QueryResult{})
+			automaticMetricCache.Set("blacklist-image", perfmetrics.QueryResult{})
+			makeContext := func(policy *model.TokenRoutingPolicy, tokenID int) *gin.Context {
+				ctx, _ := gin.CreateTestContext(httptest.NewRecorder())
+				ctx.Request = httptest.NewRequest("POST", "/v1/responses", nil)
+				ctx.Set("token_id", tokenID)
+				ctx.Set("id", 7)
+				common.SetContextKey(ctx, constant.ContextKeyUserGroup, "auto-a")
+				ctx.Set(model.TokenRoutingContextKey, policy)
+				return ctx
+			}
+			for _, preference := range []string{"cost", "speed", "stable"} {
+				for _, blocked := range [][]string{nil, {"auto-a"}, {"auto-a", "auto-b"}} {
+					policy := &model.TokenRoutingPolicy{Version: 1, Mode: "smart", AutoPreference: preference, ExcludedGroups: blocked}
+					body, err := common.Marshal(policy)
+					require.NoError(t, err)
+					token := model.Token{Key: fmt.Sprintf("blacklist-%s-%d", preference, len(blocked)), UserId: 7, RoutingPolicy: string(body)}
+					require.NoError(t, token.Insert())
+					var stored model.Token
+					require.NoError(t, db.First(&stored, token.Id).Error)
+					loaded, err := stored.GetRoutingPolicy()
+					require.NoError(t, err)
+					assert.Equal(t, blocked, loaded.ExcludedGroups)
+					ctx := makeContext(loaded, stored.Id)
+					pool := ResolveRequestPool(ctx, "blacklist-model")
+					require.Len(t, pool, 2-len(blocked))
+					assert.Equal(t, max(0, 2*len(pool)-1), PoolRetryBudget(ctx, "blacklist-model"))
+					for _, entry := range pool {
+						assert.False(t, loaded.ExcludesGroup(entry.Group))
+					}
+					channel, group, selectErr := SelectChannelForRequest(ctx, "blacklist-model", &RetryParam{Ctx: ctx, TokenGroup: "auto", ModelName: "blacklist-model"})
+					if len(pool) == 0 {
+						assert.Nil(t, channel)
+						require.NotNil(t, selectErr)
+						assert.True(t, selectErr.NoAvailableChannel)
+					} else {
+						require.Nil(t, selectErr)
+						require.NotNil(t, channel)
+						assert.False(t, loaded.ExcludesGroup(group))
+						RecordPoolRetryableFailure(ctx, "blacklist-model", group)
+						retryChannel, retryGroup, err := selectTokenRoutingPool(&RetryParam{Ctx: ctx, TokenGroup: "auto", ModelName: "blacklist-model", Retry: common.GetPointer(1)})
+						require.NoError(t, err)
+						require.NotNil(t, retryChannel)
+						assert.False(t, loaded.ExcludesGroup(retryGroup))
+					}
+					loaded.ExcludedGroups = nil
+					body, err = common.Marshal(loaded)
+					require.NoError(t, err)
+					stored.RoutingPolicy = string(body)
+					require.NoError(t, stored.Update())
+					require.NoError(t, db.First(&stored, token.Id).Error)
+					cleared, err := stored.GetRoutingPolicy()
+					require.NoError(t, err)
+					assert.Empty(t, cleared.ExcludedGroups)
+					assert.Len(t, ResolveRequestPool(makeContext(cleared, stored.Id), "blacklist-model"), 2)
+				}
+			}
+			policy := &model.TokenRoutingPolicy{Version: 1, Mode: "smart", ExcludedGroups: []string{"auto-b"}}
+			ctx := makeContext(policy, 900)
+			assert.Empty(t, ResolveRequestPool(ctx, "blacklist-image"), "the dedicated image group cannot bypass the blacklist or fall back")
+			assert.NotContains(t, AutomaticPoolModels(ctx), "gpt-6-astra")
+			assert.Contains(t, AutomaticPoolModels(ctx), "shared")
+			assert.Contains(t, AutomaticPoolModels(makeContext(&model.TokenRoutingPolicy{Version: 1, Mode: "smart"}, 901)), "gpt-6-astra", "another key is unaffected")
+			manual := &model.TokenRoutingPolicy{Version: 1, Mode: "custom", Groups: []model.TokenGroupEntry{{Group: "auto-b", Priority: 0}}, ExcludedGroups: []string{"auto-b"}}
+			assert.Equal(t, manual.Groups, ResolveRequestPool(makeContext(manual, 902), "blacklist-model"))
 		})
 	}
 }
diff --git a/service/billing.go b/service/billing.go
index 7ffa537..e5e0360 100644
--- a/service/billing.go
+++ b/service/billing.go
@@ -4,6 +4,7 @@ import (
 	"fmt"
 	"net/http"
 
+	"github.com/QuantumNous/new-api/common"
 	"github.com/QuantumNous/new-api/logger"
 	relaycommon "github.com/QuantumNous/new-api/relay/common"
 	"github.com/QuantumNous/new-api/relaykit/types"
@@ -54,19 +55,19 @@ func SettleBilling(ctx *gin.Context, relayInfo *relaycommon.RelayInfo, actualQuo
 		delta := actualQuota - preConsumed
 
 		if delta > 0 {
-			logger.LogInfo(ctx, fmt.Sprintf("预扣费后补扣费：%s（实际消耗：%s，预扣费：%s）",
+			logger.LogInfo(ctx, common.LogText("charging the difference after pre-consume: %s (actual %s, pre-consumed %s)",
 				logger.FormatQuota(delta),
 				logger.FormatQuota(actualQuota),
 				logger.FormatQuota(preConsumed),
 			))
 		} else if delta < 0 {
-			logger.LogInfo(ctx, fmt.Sprintf("预扣费后返还扣费：%s（实际消耗：%s，预扣费：%s）",
+			logger.LogInfo(ctx, common.LogText("refunding the difference after pre-consume: %s (actual %s, pre-consumed %s)",
 				logger.FormatQuota(-delta),
 				logger.FormatQuota(actualQuota),
 				logger.FormatQuota(preConsumed),
 			))
 		} else {
-			logger.LogInfo(ctx, fmt.Sprintf("预扣费与实际消耗一致，无需调整：%s（按次计费）",
+			logger.LogInfo(ctx, common.LogText("pre-consumed quota matches the actual quota, no adjustment: %s (per-request billing)",
 				logger.FormatQuota(actualQuota),
 			))
 		}
diff --git a/service/billing_session.go b/service/billing_session.go
index 6ff872d..e2a24b9 100644
--- a/service/billing_session.go
+++ b/service/billing_session.go
@@ -3,16 +3,19 @@ package service
 import (
 	"errors"
 	"fmt"
+	"math"
 	"net/http"
 	"strings"
 	"sync"
 
 	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/i18n"
 	"github.com/QuantumNous/new-api/logger"
 	"github.com/QuantumNous/new-api/model"
 	relaycommon "github.com/QuantumNous/new-api/relay/common"
 	"github.com/QuantumNous/new-api/relaykit/dto"
 	"github.com/QuantumNous/new-api/relaykit/types"
+	"github.com/QuantumNous/new-api/setting/operation_setting"
 
 	"github.com/bytedance/gopkg/util/gopool"
 	"github.com/gin-gonic/gin"
@@ -27,13 +30,14 @@ import (
 type BillingSession struct {
 	relayInfo        *relaycommon.RelayInfo
 	funding          FundingSource
-	preConsumedQuota int  // 实际预扣额度（信任用户可能为 0）
-	tokenConsumed    int  // 令牌额度实际扣减量
-	extraReserved    int  // 发送前补充预扣的额度（订阅退款时需要单独回滚）
-	trusted          bool // 是否命中信任额度旁路
-	fundingSettled   bool // funding.Settle 已成功，资金来源已提交
-	settled          bool // Settle 全部完成（资金 + 令牌）
-	refunded         bool // Refund 已调用
+	preConsumedQuota int    // 实际预扣额度（信任用户可能为 0）
+	tokenConsumed    int    // 令牌额度实际扣减量
+	extraReserved    int    // 发送前补充预扣的额度（订阅退款时需要单独回滚）
+	trusted          bool   // 是否命中信任额度旁路
+	fundingSettled   bool   // funding.Settle 已成功，资金来源已提交
+	settled          bool   // Settle 全部完成（资金 + 令牌）
+	refunded         bool   // Refund 已调用
+	lang             string // 请求声明的语言，为空表示未声明
 	mu               sync.Mutex
 }
 
@@ -68,7 +72,7 @@ func (s *BillingSession) Settle(actualQuota int) error {
 		}
 		if tokenErr != nil {
 			// 资金来源已提交，令牌调整失败只能记录日志；标记 settled 防止 Refund 误退资金
-			common.SysLog(fmt.Sprintf("error adjusting token quota after funding settled (userId=%d, tokenId=%d, delta=%d): %s",
+			common.SysLog(common.LogText("error adjusting token quota after funding settled (userId=%d, tokenId=%d, delta=%d): %s",
 				s.relayInfo.UserId, s.relayInfo.TokenId, delta, tokenErr.Error()))
 		}
 	}
@@ -90,7 +94,7 @@ func (s *BillingSession) Refund(c *gin.Context) {
 	s.refunded = true
 	s.mu.Unlock()
 
-	logger.LogInfo(c, fmt.Sprintf("用户 %d 请求失败, 返还预扣费（token_quota=%s, funding=%s）",
+	logger.LogInfo(c, common.LogText("user %d request failed, refunding the pre-consumed quota (token_quota=%s, funding=%s)",
 		s.relayInfo.UserId,
 		logger.FormatQuota(s.tokenConsumed),
 		s.funding.Source(),
@@ -108,17 +112,17 @@ func (s *BillingSession) Refund(c *gin.Context) {
 	gopool.Go(func() {
 		// 1) 退还资金来源
 		if err := funding.Refund(); err != nil {
-			common.SysLog("error refunding billing source: " + err.Error())
+			common.SysLog(common.LogText("error refunding billing source: %s", err.Error()))
 		}
 		if extraReserved > 0 && funding.Source() == BillingSourceSubscription && subscriptionId > 0 {
 			if err := model.PostConsumeUserSubscriptionDelta(subscriptionId, -int64(extraReserved)); err != nil {
-				common.SysLog("error refunding subscription extra reserved quota: " + err.Error())
+				common.SysLog(common.LogText("error refunding subscription extra reserved quota: %s", err.Error()))
 			}
 		}
 		// 2) 退还令牌额度
 		if tokenConsumed > 0 && !isPlayground {
 			if err := model.IncreaseTokenQuota(tokenId, tokenKey, tokenConsumed); err != nil {
-				common.SysLog("error refunding token quota: " + err.Error())
+				common.SysLog(common.LogText("error refunding token quota: %s", err.Error()))
 			}
 		}
 	})
@@ -200,9 +204,9 @@ func (s *BillingSession) preConsume(c *gin.Context, quota int) *types.NewAPIErro
 	if s.shouldTrust(c) {
 		s.trusted = true
 		effectiveQuota = 0
-		logger.LogInfo(c, fmt.Sprintf("用户 %d 额度充足, 信任且不需要预扣费 (funding=%s)", s.relayInfo.UserId, s.funding.Source()))
+		logger.LogInfo(c, common.LogText("user %d has enough quota, trusted without pre-consume (funding=%s)", s.relayInfo.UserId, s.funding.Source()))
 	} else if effectiveQuota > 0 {
-		logger.LogInfo(c, fmt.Sprintf("用户 %d 需要预扣费 %s (funding=%s)", s.relayInfo.UserId, logger.FormatQuota(effectiveQuota), s.funding.Source()))
+		logger.LogInfo(c, common.LogText("user %d needs pre-consume %s (funding=%s)", s.relayInfo.UserId, logger.FormatQuota(effectiveQuota), s.funding.Source()))
 	}
 
 	// ---- 1) 预扣令牌额度 ----
@@ -218,7 +222,7 @@ func (s *BillingSession) preConsume(c *gin.Context, quota int) *types.NewAPIErro
 		// 预扣费失败，回滚令牌额度
 		if s.tokenConsumed > 0 && !s.relayInfo.IsPlayground {
 			if rollbackErr := model.IncreaseTokenQuota(s.relayInfo.TokenId, s.relayInfo.TokenKey, s.tokenConsumed); rollbackErr != nil {
-				common.SysLog(fmt.Sprintf("error rolling back token quota (userId=%d, tokenId=%d, amount=%d, fundingErr=%s): %s",
+				common.SysLog(common.LogText("error rolling back token quota (userId=%d, tokenId=%d, amount=%d, fundingErr=%s): %s",
 					s.relayInfo.UserId, s.relayInfo.TokenId, s.tokenConsumed, err.Error(), rollbackErr.Error()))
 			}
 			s.tokenConsumed = 0
@@ -230,13 +234,13 @@ func (s *BillingSession) preConsume(c *gin.Context, quota int) *types.NewAPIErro
 				userQuota = 0
 			}
 			return types.NewErrorWithStatusCode(
-				fmt.Errorf("用户额度不足, 剩余额度: %s", logger.FormatQuota(userQuota)),
+				errors.New(i18n.T(c, i18n.MsgQuotaUserInsufficient, map[string]any{"Remaining": logger.FormatQuota(userQuota)})),
 				types.ErrorCodeInsufficientUserQuota, http.StatusForbidden,
 				types.ErrOptionWithSkipRetry(), types.ErrOptionWithNoRecordErrorLog())
 		}
 		errMsg := err.Error()
 		if strings.Contains(errMsg, "no active subscription") || strings.Contains(errMsg, "subscription quota insufficient") {
-			return types.NewErrorWithStatusCode(fmt.Errorf("订阅额度不足或未配置订阅: %s", errMsg), types.ErrorCodeInsufficientUserQuota, http.StatusForbidden, types.ErrOptionWithSkipRetry(), types.ErrOptionWithNoRecordErrorLog())
+			return types.NewErrorWithStatusCode(errors.New(i18n.T(c, i18n.MsgQuotaSubscriptionInsufficient, map[string]any{"Error": errMsg})), types.ErrorCodeInsufficientUserQuota, http.StatusForbidden, types.ErrOptionWithSkipRetry(), types.ErrOptionWithNoRecordErrorLog())
 		}
 		return types.NewError(err, types.ErrorCodeUpdateDataError, types.ErrOptionWithSkipRetry())
 	}
@@ -275,7 +279,7 @@ func (s *BillingSession) reserveFunding(delta int, requireAvailableQuota bool) e
 	case *SubscriptionFunding:
 		if err := model.PostConsumeUserSubscriptionDelta(funding.subscriptionId, int64(delta)); err != nil {
 			return types.NewErrorWithStatusCode(
-				fmt.Errorf("订阅额度不足或未配置订阅: %s", err.Error()),
+				errors.New(i18n.Translate(s.lang, i18n.MsgQuotaSubscriptionInsufficient, map[string]any{"Error": err.Error()})),
 				types.ErrorCodeInsufficientUserQuota,
 				http.StatusForbidden,
 				types.ErrOptionWithSkipRetry(),
@@ -292,13 +296,13 @@ func (s *BillingSession) rollbackFundingReserve(delta int) {
 	switch funding := s.funding.(type) {
 	case *WalletFunding:
 		if err := model.IncreaseUserQuota(funding.userId, delta, false); err != nil {
-			common.SysLog("error rolling back wallet funding reserve: " + err.Error())
+			common.SysLog(common.LogText("error rolling back wallet funding reserve: %s", err.Error()))
 		} else {
 			funding.consumed -= delta
 		}
 	case *SubscriptionFunding:
 		if err := model.PostConsumeUserSubscriptionDelta(funding.subscriptionId, -int64(delta)); err != nil {
-			common.SysLog("error rolling back subscription funding reserve: " + err.Error())
+			common.SysLog(common.LogText("error rolling back subscription funding reserve: %s", err.Error()))
 		}
 	}
 }
@@ -320,8 +324,8 @@ func (s *BillingSession) shouldTrust(c *gin.Context) bool {
 		return false
 	}
 
-	trustQuota := common.GetTrustQuota()
-	if trustQuota <= 0 {
+	trustQuota := operation_setting.GetQuotaSetting().TrustQuotaUSD * common.QuotaPerUnit
+	if trustQuota <= 0 || math.IsNaN(trustQuota) || math.IsInf(trustQuota, 0) {
 		return false
 	}
 
@@ -329,7 +333,7 @@ func (s *BillingSession) shouldTrust(c *gin.Context) bool {
 	tokenTrusted := s.relayInfo.TokenUnlimited
 	if !tokenTrusted {
 		tokenQuota := c.GetInt("token_quota")
-		tokenTrusted = tokenQuota > trustQuota
+		tokenTrusted = float64(tokenQuota) > trustQuota
 	}
 	if !tokenTrusted {
 		return false
@@ -337,7 +341,7 @@ func (s *BillingSession) shouldTrust(c *gin.Context) bool {
 
 	switch s.funding.Source() {
 	case BillingSourceWallet:
-		return s.relayInfo.UserQuota > trustQuota
+		return float64(s.relayInfo.UserQuota) > trustQuota
 	case BillingSourceSubscription:
 		// 订阅不能启用信任旁路。原因：
 		// 1. PreConsumeUserSubscription 要求 amount>0 来创建预扣记录并锁定订阅
@@ -389,13 +393,13 @@ func NewBillingSession(c *gin.Context, relayInfo *relaycommon.RelayInfo, preCons
 		}
 		if userQuota <= 0 {
 			return nil, types.NewErrorWithStatusCode(
-				fmt.Errorf("用户额度不足, 剩余额度: %s", logger.FormatQuota(userQuota)),
+				errors.New(i18n.T(c, i18n.MsgQuotaUserInsufficient, map[string]any{"Remaining": logger.FormatQuota(userQuota)})),
 				types.ErrorCodeInsufficientUserQuota, http.StatusForbidden,
 				types.ErrOptionWithSkipRetry(), types.ErrOptionWithNoRecordErrorLog())
 		}
 		if userQuota-preConsumedQuota < 0 {
 			return nil, types.NewErrorWithStatusCode(
-				fmt.Errorf("预扣费额度失败, 用户剩余额度: %s, 需要预扣费额度: %s", logger.FormatQuota(userQuota), logger.FormatQuota(preConsumedQuota)),
+				errors.New(i18n.T(c, i18n.MsgQuotaPreConsumeInsufficient, map[string]any{"Remaining": logger.FormatQuota(userQuota), "Required": logger.FormatQuota(preConsumedQuota)})),
 				types.ErrorCodeInsufficientUserQuota, http.StatusForbidden,
 				types.ErrOptionWithSkipRetry(), types.ErrOptionWithNoRecordErrorLog())
 		}
@@ -404,6 +408,7 @@ func NewBillingSession(c *gin.Context, relayInfo *relaycommon.RelayInfo, preCons
 		session := &BillingSession{
 			relayInfo: relayInfo,
 			funding:   &WalletFunding{userId: relayInfo.UserId},
+			lang:      i18n.StatedLang(c),
 		}
 		if apiErr := session.preConsume(c, preConsumedQuota); apiErr != nil {
 			return nil, apiErr
@@ -418,6 +423,7 @@ func NewBillingSession(c *gin.Context, relayInfo *relaycommon.RelayInfo, preCons
 		}
 		session := &BillingSession{
 			relayInfo: relayInfo,
+			lang:      i18n.StatedLang(c),
 			funding: &SubscriptionFunding{
 				requestId: relayInfo.RequestId,
 				userId:    relayInfo.UserId,
diff --git a/service/billing_usage.go b/service/billing_usage.go
index 517cf4b..5f3399d 100644
--- a/service/billing_usage.go
+++ b/service/billing_usage.go
@@ -1,7 +1,10 @@
 package service
 
 import (
+	"slices"
+
 	"github.com/QuantumNous/new-api/model"
+	relaycommon "github.com/QuantumNous/new-api/relay/common"
 	"github.com/QuantumNous/new-api/relaykit/dto"
 )
 
@@ -23,6 +26,57 @@ func effectiveBillingUsage(usage *dto.Usage) *dto.Usage {
 	return usage
 }
 
+type claudeCacheReadAdjustment struct {
+	Rule                string `json:"rule"`
+	Model               string `json:"model"`
+	OriginalInputTokens int    `json:"original_input_tokens"`
+	InputTokens         int    `json:"input_tokens"`
+	CacheReadTokens     int    `json:"cache_read_tokens"`
+	Status              string `json:"status"`
+}
+
+// normalizeClaudeCacheReadUsage runs once after canonical upstream usage is
+// selected. Only the billing copy changes; downstream responses and the
+// original upstream snapshot retain their protocol values.
+func normalizeClaudeCacheReadUsage(info *relaycommon.RelayInfo, usage *dto.Usage) (*dto.Usage, *claudeCacheReadAdjustment) {
+	if info == nil || info.ChannelMeta == nil || usage == nil ||
+		usage.UsageSemantic != dto.BillingUsageSemanticAnthropic ||
+		usage.BillingUsage == nil || usage.BillingUsage.Estimated || usage.BillingUsage.ClaudeUsage == nil {
+		return usage, nil
+	}
+	upstreamModel := info.GetUpstreamModelName()
+	if info.ResponseModel != nil && info.ResponseModel.UpstreamModel != "" {
+		// Some handlers replace UpstreamModelName with the response model.
+		// Match the name sent upstream, never the provider's response declaration.
+		upstreamModel = info.ResponseModel.UpstreamModel
+	}
+	if !slices.Contains(info.ChannelOtherSettings.ClaudeInputIncludesCacheReadModels, upstreamModel) {
+		return usage, nil
+	}
+	cached := usage.PromptTokensDetails.CachedTokens
+	adjustment := &claudeCacheReadAdjustment{
+		Rule: "claude_input_includes_cache_read_models", Model: upstreamModel,
+		OriginalInputTokens: usage.PromptTokens, InputTokens: usage.PromptTokens,
+		CacheReadTokens: cached, Status: "invalid_usage",
+	}
+	if usage.PromptTokens < 0 || cached < 0 || cached > usage.PromptTokens ||
+		usage.CompletionTokens < 0 || usage.InputTokens < cached || usage.TotalTokens < cached {
+		return usage, adjustment
+	}
+	if cached == 0 {
+		return usage, nil
+	}
+	adjusted := *usage
+	adjusted.PromptTokens -= cached
+	adjusted.InputTokens -= cached
+	adjusted.TotalTokens -= cached
+	adjusted.BillingUsage = dto.CloneBillingUsage(usage.BillingUsage)
+	adjusted.BillingUsage.ClaudeUsage.InputTokens = adjusted.PromptTokens
+	adjustment.InputTokens = adjusted.PromptTokens
+	adjustment.Status = "applied"
+	return &adjusted, adjustment
+}
+
 func usageBillingPathForLog(isLocalCountTokens bool, usage *dto.Usage) string {
 	effectiveUsage, ok := usageFromBillingUsage(usage)
 	if !ok {
diff --git a/service/candy.go b/service/candy.go
deleted file mode 100644
index f797dc6..0000000
--- a/service/candy.go
+++ /dev/null
@@ -1,19 +0,0 @@
-package service
-
-import "strings"
-
-const CandyOutputTokens = 4096
-
-const CandyPrompt = `在一个黑色的袋子里放有三种口味的糖果，每种糖果有两种不同的形状（圆形和五角星形，不同的形状靠手感可以分辨）。现已知不同口味的糖和不同形状的数量统计如下表。参赛者需要在活动前决定摸出的糖果数目，那么，最少取出多少个糖果才能保证手中同时拥有不同形状的苹果味和桃子味的糖？（同时手中有圆形苹果味匹配五角星桃子味糖果，或者有圆形桃子味匹配五角星苹果味糖果都满足要求）
-苹果味 桃子味 西瓜味
-圆形 7 9 8
-五角星形 7 6 4
-
-只输出最终答案的阿拉伯数字，不要输出解释或其他内容。`
-
-func CandyQuality(answer string) string {
-	if strings.TrimSpace(answer) == "21" {
-		return "normal"
-	}
-	return "degraded"
-}
diff --git a/service/channel.go b/service/channel.go
index 81d5581..50fa32f 100644
--- a/service/channel.go
+++ b/service/channel.go
@@ -5,6 +5,7 @@ import (
 	"strings"
 
 	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/i18n"
 	"github.com/QuantumNous/new-api/model"
 	"github.com/QuantumNous/new-api/relaykit/dto"
 	"github.com/QuantumNous/new-api/relaykit/types"
@@ -18,7 +19,7 @@ func formatNotifyType(channelId int, status int) string {
 func shouldCloseActiveWebSocketsAfterDisable(channelId int) bool {
 	channel, err := model.GetChannelById(channelId, true)
 	if err != nil {
-		common.SysLog(fmt.Sprintf("failed to check channel status before closing active websockets: channel_id=%d, error=%v", channelId, err))
+		common.SysLog(common.LogText("failed to check channel status before closing active websockets: channel_id=%d, error=%v", channelId, err))
 		return true
 	}
 	return channel.Status != common.ChannelStatusEnabled
@@ -26,11 +27,11 @@ func shouldCloseActiveWebSocketsAfterDisable(channelId int) bool {
 
 // disable & notify
 func DisableChannel(channelError types.ChannelError, reason string) {
-	common.SysLog(fmt.Sprintf("通道「%s」（#%d）发生错误，准备禁用，原因：%s", channelError.ChannelName, channelError.ChannelId, common.LocalLogPreview(reason)))
+	common.SysLog(common.LogText("channel %q (#%d) failed, disabling it, reason: %s", channelError.ChannelName, channelError.ChannelId, common.LocalLogPreview(reason)))
 
 	// 检查是否启用自动禁用功能
 	if !channelError.AutoBan {
-		common.SysLog(fmt.Sprintf("通道「%s」（#%d）未启用自动禁用功能，跳过禁用操作", channelError.ChannelName, channelError.ChannelId))
+		common.SysLog(common.LogText("channel %q (#%d) has automatic disabling turned off, skipping", channelError.ChannelName, channelError.ChannelId))
 		return
 	}
 
@@ -39,18 +40,20 @@ func DisableChannel(channelError types.ChannelError, reason string) {
 		if shouldCloseActiveWebSocketsAfterDisable(channelError.ChannelId) {
 			CloseActiveWebSocketsForChannel(channelError.ChannelId, ChannelDisabledCloseReason)
 		}
-		subject := fmt.Sprintf("通道「%s」（#%d）已被禁用", channelError.ChannelName, channelError.ChannelId)
-		content := fmt.Sprintf("通道「%s」（#%d）已被禁用，原因：%s", channelError.ChannelName, channelError.ChannelId, reason)
-		NotifyRootUser(formatNotifyType(channelError.ChannelId, common.ChannelStatusAutoDisabled), subject, content)
+		params := map[string]any{"Name": channelError.ChannelName, "Id": channelError.ChannelId, "Reason": reason}
+		NotifyChannelWatchers(formatNotifyType(channelError.ChannelId, common.ChannelStatusAutoDisabled), func(lang string) (string, string) {
+			return i18n.Translate(lang, i18n.MsgChannelNotifyDisabledSubject, params), i18n.Translate(lang, i18n.MsgChannelNotifyDisabledContent, params)
+		})
 	}
 }
 
 func EnableChannel(channelId int, usingKey string, channelName string) {
 	success := model.UpdateChannelStatus(channelId, usingKey, common.ChannelStatusEnabled, "")
 	if success {
-		subject := fmt.Sprintf("通道「%s」（#%d）已被启用", channelName, channelId)
-		content := fmt.Sprintf("通道「%s」（#%d）已被启用", channelName, channelId)
-		NotifyRootUser(formatNotifyType(channelId, common.ChannelStatusEnabled), subject, content)
+		params := map[string]any{"Name": channelName, "Id": channelId}
+		NotifyChannelWatchers(formatNotifyType(channelId, common.ChannelStatusEnabled), func(lang string) (string, string) {
+			return i18n.Translate(lang, i18n.MsgChannelNotifyEnabledSubject, params), i18n.Translate(lang, i18n.MsgChannelNotifyEnabledContent, params)
+		})
 	}
 }
 
diff --git a/service/channel_affinity.go b/service/channel_affinity.go
index 6917a3c..eaa5014 100644
--- a/service/channel_affinity.go
+++ b/service/channel_affinity.go
@@ -1,7 +1,6 @@
 package service
 
 import (
-	"fmt"
 	"hash/fnv"
 	"maps"
 	"regexp"
@@ -146,7 +145,7 @@ func GetChannelAffinityCacheStats() ChannelAffinityCacheStats {
 
 	keys, err := cache.Keys()
 	if err != nil {
-		common.SysError(fmt.Sprintf("channel affinity cache list keys failed: err=%v", err))
+		common.SysError(common.LogText("channel affinity cache list keys failed: err=%v", err))
 		keys = nil
 	}
 	total := len(keys)
@@ -202,12 +201,12 @@ func ClearChannelAffinityCacheAll() int {
 	cache := getChannelAffinityCache()
 	keys, err := cache.Keys()
 	if err != nil {
-		common.SysError(fmt.Sprintf("channel affinity cache list keys failed: err=%v", err))
+		common.SysError(common.LogText("channel affinity cache list keys failed: err=%v", err))
 		keys = nil
 	}
 	if len(keys) > 0 {
 		if _, err := cache.DeleteMany(keys); err != nil {
-			common.SysError(fmt.Sprintf("channel affinity cache delete many failed: err=%v", err))
+			common.SysError(common.LogText("channel affinity cache delete many failed: err=%v", err))
 		}
 	}
 	return len(keys)
@@ -216,12 +215,12 @@ func ClearChannelAffinityCacheAll() int {
 func ClearChannelAffinityCacheByRuleName(ruleName string) (int, error) {
 	ruleName = strings.TrimSpace(ruleName)
 	if ruleName == "" {
-		return 0, fmt.Errorf("rule_name 不能为空")
+		return 0, common.NewMessage("rule_name cannot be empty")
 	}
 
 	setting := operation_setting.GetChannelAffinitySetting()
 	if setting == nil {
-		return 0, fmt.Errorf("channel_affinity_setting 未初始化")
+		return 0, common.NewMessage("Channel affinity settings are not initialized")
 	}
 
 	var matchedRule *operation_setting.ChannelAffinityRule
@@ -234,10 +233,10 @@ func ClearChannelAffinityCacheByRuleName(ruleName string) (int, error) {
 		break
 	}
 	if matchedRule == nil {
-		return 0, fmt.Errorf("未知规则名称")
+		return 0, common.NewMessage("Unknown rule name")
 	}
 	if !matchedRule.IncludeRuleName {
-		return 0, fmt.Errorf("该规则未启用 include_rule_name，无法按规则清空缓存")
+		return 0, common.NewMessage("This rule does not have include_rule_name enabled, so its cache cannot be cleared by rule")
 	}
 
 	cache := getChannelAffinityCache()
@@ -620,7 +619,7 @@ func GetPreferredChannelByAffinity(c *gin.Context, modelName string, usingGroup
 		cache := getChannelAffinityCache()
 		channelID, found, err := cache.Get(cacheKeySuffix)
 		if err != nil {
-			common.SysError(fmt.Sprintf("channel affinity cache get failed: key=%s, err=%v", cacheKeyFull, err))
+			common.SysError(common.LogText("channel affinity cache get failed: key=%s, err=%v", cacheKeyFull, err))
 			return 0, false
 		}
 		if found {
@@ -672,7 +671,7 @@ func ClearCurrentChannelAffinityCache(c *gin.Context) bool {
 	cache := getChannelAffinityCache()
 	deleted, err := cache.DeleteMany([]string{cacheKey})
 	if err != nil {
-		common.SysError(fmt.Sprintf("channel affinity cache delete current failed: err=%v", err))
+		common.SysError(common.LogText("channel affinity cache delete current failed: err=%v", err))
 		return false
 	}
 	c.Set(ginKeyChannelAffinitySkipRetry, false)
@@ -764,7 +763,7 @@ func RecordChannelAffinity(c *gin.Context, channelID int) {
 	}
 	cache := getChannelAffinityCache()
 	if err := cache.SetWithTTL(cacheKey, channelID, time.Duration(ttlSeconds)*time.Second); err != nil {
-		common.SysError(fmt.Sprintf("channel affinity cache set failed: key=%s, err=%v", cacheKey, err))
+		common.SysError(common.LogText("channel affinity cache set failed: key=%s, err=%v", cacheKey, err))
 	}
 }
 
diff --git a/service/channel_select.go b/service/channel_select.go
index 06e399b..06f7fa4 100644
--- a/service/channel_select.go
+++ b/service/channel_select.go
@@ -467,7 +467,7 @@ func SelectChannelForRequest(c *gin.Context, modelName string, retry *RetryParam
 	constraints := GetChannelConstraints(c)
 	if pin, found, overridden := constraints.ResolvedPin(); found {
 		for _, lost := range overridden {
-			logger.LogWarn(c, fmt.Sprintf(
+			logger.LogWarn(c, common.LogText(
 				"channel pin overridden: winning_source=%s winning_channel_id=%d overridden_source=%s overridden_channel_id=%d",
 				pin.Source, pin.ChannelId, lost.Source, lost.ChannelId,
 			))
diff --git a/service/codex_channel_models.go b/service/codex_channel_models.go
index d90c8b1..0141ba7 100644
--- a/service/codex_channel_models.go
+++ b/service/codex_channel_models.go
@@ -19,18 +19,26 @@ func FetchCodexChannelModels(channel *model.Channel) ([]string, error) {
 		return nil, fmt.Errorf("codex channel does not support multi-key model discovery")
 	}
 
-	client, err := NewProxyHttpClient(channel.GetSetting().Proxy)
-	if err != nil {
-		return nil, err
-	}
+	setting := channel.GetSetting()
 	ctx, cancel := context.WithTimeout(context.Background(), 20*time.Second)
 	defer cancel()
 
-	clientVersion, err := GetLatestCodexClientVersion(ctx, client)
+	// The GitHub release lookup is not an upstream request; it always verifies
+	// certificates, whatever the channel's TLS setting says.
+	releaseClient, err := GetHttpClientWithProxy(setting.Proxy)
+	if err != nil {
+		return nil, err
+	}
+	clientVersion, err := GetLatestCodexClientVersion(ctx, releaseClient)
 	if err != nil {
 		return nil, fmt.Errorf("failed to get Codex client version: %w", err)
 	}
 
+	client, err := GetHttpClientWithProxySettings(setting.Proxy, setting)
+	if err != nil {
+		return nil, err
+	}
+
 	baseURL := channel.GetBaseURL()
 	if baseURL == "" {
 		baseURL = constant.GetChannelBaseURL(constant.ChannelTypeCodex)
diff --git a/service/codex_credential_refresh_task.go b/service/codex_credential_refresh_task.go
index 5d87c82..8ff171d 100644
--- a/service/codex_credential_refresh_task.go
+++ b/service/codex_credential_refresh_task.go
@@ -2,7 +2,6 @@ package service
 
 import (
 	"context"
-	"fmt"
 	"strings"
 	"sync"
 	"sync/atomic"
@@ -39,7 +38,7 @@ func StartCodexCredentialAutoRefreshTask() {
 		}
 
 		gopool.Go(func() {
-			logger.LogInfo(context.Background(), fmt.Sprintf("codex credential auto-refresh task started: tick=%s threshold=%s", codexCredentialRefreshTickInterval, codexCredentialRefreshThreshold))
+			logger.LogInfo(context.Background(), common.LogText("codex credential auto-refresh task started: tick=%s threshold=%s", codexCredentialRefreshTickInterval, codexCredentialRefreshThreshold))
 
 			ticker := time.NewTicker(codexCredentialRefreshTickInterval)
 			defer ticker.Stop()
@@ -79,7 +78,7 @@ func runCodexCredentialAutoRefreshOnce() {
 			Offset(offset).
 			Find(&channels).Error
 		if err != nil {
-			logger.LogError(ctx, fmt.Sprintf("codex credential auto-refresh: query channels failed: %v", err))
+			logger.LogError(ctx, common.LogText("codex credential auto-refresh: query channels failed: %v", err))
 			return
 		}
 		if len(channels) == 0 {
@@ -121,12 +120,12 @@ func runCodexCredentialAutoRefreshOnce() {
 			newKey, _, err := RefreshCodexChannelCredential(refreshCtx, ch.Id, CodexCredentialRefreshOptions{ResetCaches: false})
 			cancel()
 			if err != nil {
-				logger.LogWarn(ctx, fmt.Sprintf("codex credential auto-refresh: channel_id=%d name=%s refresh failed: %v", ch.Id, ch.Name, err))
+				logger.LogWarn(ctx, common.LogText("codex credential auto-refresh: channel_id=%d name=%s refresh failed: %v", ch.Id, ch.Name, err))
 				continue
 			}
 
 			refreshed++
-			logger.LogInfo(ctx, fmt.Sprintf("codex credential auto-refresh: channel_id=%d name=%s refreshed, expires_at=%s", ch.Id, ch.Name, newKey.Expired))
+			logger.LogInfo(ctx, common.LogText("codex credential auto-refresh: channel_id=%d name=%s refreshed, expires_at=%s", ch.Id, ch.Name, newKey.Expired))
 		}
 	}
 
@@ -134,7 +133,7 @@ func runCodexCredentialAutoRefreshOnce() {
 		func() {
 			defer func() {
 				if r := recover(); r != nil {
-					logger.LogWarn(ctx, fmt.Sprintf("codex credential auto-refresh: InitChannelCache panic: %v", r))
+					logger.LogWarn(ctx, common.LogText("codex credential auto-refresh: InitChannelCache panic: %v", r))
 				}
 			}()
 			model.InitChannelCache()
diff --git a/service/detection.go b/service/detection.go
index d6ceb4e..aad1083 100644
--- a/service/detection.go
+++ b/service/detection.go
@@ -37,15 +37,17 @@ func DetectionPricing(userGroup, group, kind string) (DetectionPrice, int, error
 		return DetectionPrice{}, 0, errors.New("invalid group ratio")
 	}
 	price := DetectionPrice{Snapshot: billingexpr.BillingSnapshot{BillingMode: "tiered_expr", ModelName: fingerprint.Model, ExprString: expression, ExprHash: billingexpr.ExprHashString(expression), GroupRatio: ratio, QuotaPerUnit: common.QuotaPerUnit, ExprVersion: 1}}
+	effort := "low"
 	output, calls := fingerprint.OutputTokens, fingerprint.ProbeCount
 	if kind == "benchmark" {
 		output, calls = benchmark.OutputTokens, benchmark.ProbeCount
-	} else if kind == "candy" {
-		output, calls = CandyOutputTokens, 1
+	} else if kind == "vision" {
+		output, calls = VisionOutputTokens, 1
+		effort = "medium"
 	} else if kind != "fingerprint" {
 		return price, 0, errors.New("invalid detection type")
 	}
-	price.Request.Body = []byte(fmt.Sprintf(`{"model":"gpt-6-astra","reasoning":{"effort":"low"},"max_output_tokens":%d}`, output))
+	price.Request.Body = []byte(fmt.Sprintf(`{"model":"gpt-6-astra","reasoning":{"effort":"%s"},"max_output_tokens":%d}`, effort, output))
 	cost, err := billingexpr.DetectionCostBound(expression, 32768, float64(output))
 	if err != nil {
 		return price, 0, err
diff --git a/service/detection_schedule.go b/service/detection_schedule.go
index 0d61760..f48f8da 100644
--- a/service/detection_schedule.go
+++ b/service/detection_schedule.go
@@ -83,16 +83,17 @@ func ReconcileAutomaticDetectionSchedules(ctx context.Context, channels []model.
 		}
 	} else {
 		var runs []model.DetectionRun
-		if err := model.DB.WithContext(ctx).Select("id", "channel_id", "status", "quality", "settled", "finished_at").Where("channel_id IN ? AND user_id = 0 AND kind = ? AND (finished_at >= ? OR settled = ?)", ids, kind, cutoff, false).Find(&runs).Error; err != nil {
+		if err := model.DB.WithContext(ctx).Select("id", "channel_id", "status", "quality", "settled", "finished_at", "kind", "error", "result").Where("channel_id IN ? AND user_id = 0 AND request_key NOT LIKE 'chain:%' AND kind = ? AND (finished_at >= ? OR settled = ?)", ids, kind, cutoff, false).Find(&runs).Error; err != nil {
 			return nil, nil, err
 		}
 		for _, run := range runs {
+			run = NormalizeVisionRun(run)
 			if !run.Settled {
 				active[run.ChannelID] = true
 				continue
 			}
 			outcome := "unknown"
-			if run.Status == "succeeded" && (run.Quality == "normal" || run.Quality == "degraded") {
+			if run.Status == "succeeded" && (run.Quality == "normal" || run.Quality == "degraded" || run.Quality == "incomplete") {
 				outcome = run.Quality
 			}
 			results = append(results, automaticDetectionResult{run.ChannelID, run.ID, run.FinishedAt, outcome})
@@ -115,12 +116,18 @@ func ReconcileAutomaticDetectionSchedules(ctx context.Context, channels []model.
 			}
 			seed.LastFinishedAt, seed.LastResultID = result.at, result.id
 			seed.IntervalMinutes = 15
-			if result.outcome == "normal" || result.outcome == "degraded" {
+			if result.outcome == "normal" || result.outcome == "degraded" || result.outcome == "incomplete" {
 				seed.LastValid = result.outcome
 				seed.IntervalMinutes = 30
 			}
 			seed.NextDueAt = result.at + int64(seed.IntervalMinutes)*60
 		}
+		if kind == "ciallo" {
+			seed.IntervalMinutes = 45
+			if seed.LastFinishedAt > 0 {
+				seed.NextDueAt = seed.LastFinishedAt + 45*60
+			}
+		}
 		if err := model.EnsureDetectionSchedule(ctx, seed); err != nil {
 			return nil, nil, err
 		}
diff --git a/service/detection_status.go b/service/detection_status.go
index ce0e6a5..efe4049 100644
--- a/service/detection_status.go
+++ b/service/detection_status.go
@@ -11,13 +11,14 @@ import (
 )
 
 type DetectionHistory struct {
-	Closest       string  `json:"closest,omitempty"`
-	Weight        float64 `json:"relative_weight,omitempty"`
-	ID            string  `json:"id"`
-	At            int64   `json:"at"`
-	Status        string  `json:"status"`
-	Quality       string  `json:"quality"`
-	UserInitiated bool    `json:"user_initiated"`
+	FirstTokenMS  *float64 `json:"first_token_ms,omitempty"`
+	Closest       string   `json:"closest,omitempty"`
+	Weight        float64  `json:"relative_weight,omitempty"`
+	ID            string   `json:"id"`
+	At            int64    `json:"at"`
+	Status        string   `json:"status"`
+	Quality       string   `json:"quality"`
+	UserInitiated bool     `json:"user_initiated"`
 }
 type BenchmarkSummary struct {
 	LatestValid        *DetectionHistory  `json:"-"`
@@ -27,6 +28,7 @@ type BenchmarkSummary struct {
 	WindowHours        int                `json:"window_hours"`
 	Normal             int                `json:"normal"`
 	Degraded           int                `json:"degraded"`
+	Incomplete         int                `json:"incomplete"`
 	Unknown            int                `json:"unknown"`
 	Failed             int                `json:"failed"`
 	Running            int                `json:"running"`
@@ -38,7 +40,8 @@ type ChannelDetectionEvidence struct {
 }
 type GroupDetectionSummary struct {
 	ProbeHistory []ProbeHistoryPoint
-	Candy        *BenchmarkSummary
+	Ciallo       *BenchmarkSummary
+	Vision       *BenchmarkSummary
 	Benchmark    *BenchmarkSummary
 	Status       int
 	At           int64
@@ -78,7 +81,8 @@ func GroupDetectionSummaries(ctx context.Context, now time.Time, fingerprints ma
 	groups := map[string][]int{}
 	byChannel := map[int][]string{}
 	benchmarks := map[string]*BenchmarkSummary{}
-	candies := map[string]*BenchmarkSummary{}
+	visions := map[string]*BenchmarkSummary{}
+	ciallos := map[string]*BenchmarkSummary{}
 	evidence := map[int]ChannelDetectionEvidence{}
 	observe := func(id int, at int64, success bool) {
 		if at > evidence[id].At {
@@ -97,13 +101,14 @@ func GroupDetectionSummaries(ctx context.Context, now time.Time, fingerprints ma
 			}
 		}
 	}
-	candyRanges, err := DetectionScheduleRanges(ctx, channels, "candy")
+	visionRanges, err := DetectionScheduleRanges(ctx, channels, "vision")
 	if err != nil {
 		return nil, err
 	}
 	for group, summary := range benchmarks {
-		r := candyRanges[group]
-		candies[group] = &BenchmarkSummary{Channels: summary.Channels, IntervalMinutes: r[0], IntervalMaxMinutes: r[1], WindowHours: 6, History: []DetectionHistory{}}
+		ciallos[group] = &BenchmarkSummary{Channels: summary.Channels, IntervalMinutes: 45, IntervalMaxMinutes: 45, WindowHours: 6, History: []DetectionHistory{}}
+		r := visionRanges[group]
+		visions[group] = &BenchmarkSummary{Channels: summary.Channels, IntervalMinutes: r[0], IntervalMaxMinutes: r[1], WindowHours: 6, History: []DetectionHistory{}}
 	}
 	var tasks []model.SystemTask
 	ranges, err := DetectionScheduleRanges(ctx, channels, "benchmark")
@@ -153,21 +158,28 @@ func GroupDetectionSummaries(ctx context.Context, now time.Time, fingerprints ma
 	}
 	var calls []model.DetectionCall
 	if len(ids) > 0 {
-		if err = model.DB.WithContext(ctx).Select("run_id", "finished_at", "available").Where("run_id IN ? AND state = ?", ids, "finished").Find(&calls).Error; err != nil {
+		if err = model.DB.WithContext(ctx).Select("run_id", "finished_at", "available", "first_token_ms").Where("run_id IN ? AND state = ?", ids, "finished").Find(&calls).Error; err != nil {
 			return nil, err
 		}
 	}
 	runChannels := map[string]int{}
+	firstTokenTotals := map[string]float64{}
+	firstTokenCounts := map[string]int{}
 	for _, run := range runs {
 		runChannels[run.ID] = run.ChannelID
 	}
 	for _, call := range calls {
+		if call.FirstTokenMS != nil && *call.FirstTokenMS >= 0 && call.Available != nil && *call.Available {
+			firstTokenTotals[call.RunID] += float64(*call.FirstTokenMS)
+			firstTokenCounts[call.RunID]++
+		}
 		if call.Available != nil {
 			observe(runChannels[call.RunID], call.FinishedAt, *call.Available)
 		}
 	}
 	for _, run := range runs {
-		if run.Kind != "fingerprint" && run.Kind != "benchmark" && run.Kind != "candy" {
+		run = NormalizeVisionRun(run)
+		if run.Kind != "fingerprint" && run.Kind != "benchmark" && run.Kind != "vision" && run.Kind != "ciallo" {
 			continue
 		}
 		for _, group := range byChannel[run.ChannelID] {
@@ -208,19 +220,26 @@ func GroupDetectionSummaries(ctx context.Context, now time.Time, fingerprints ma
 				continue
 			}
 			s := benchmarks[group]
-			if run.Kind == "candy" {
-				s = candies[group]
+			if run.Kind == "vision" {
+				s = visions[group]
+			}
+			if run.Kind == "ciallo" {
+				s = ciallos[group]
 			}
 			if s == nil {
 				continue
 			}
 			history := DetectionHistory{ID: run.ID, At: run.CreatedAt, Status: run.Status, Quality: run.Quality, UserInitiated: run.UserID > 0}
+			if count := firstTokenCounts[run.ID]; count > 0 {
+				average := firstTokenTotals[run.ID] / float64(count)
+				history.FirstTokenMS = &average
+			}
 			var metadata fingerprint.Result
 			if common.UnmarshalJsonStr(run.Result, &metadata) == nil {
 				history.Closest, history.Weight = metadata.Closest, metadata.Weight
 			}
 			s.History = append(s.History, history)
-			if run.Status == "succeeded" && (run.Quality == "normal" || run.Quality == "degraded") && (s.LatestValid == nil || history.At > s.LatestValid.At) {
+			if run.Status == "succeeded" && (run.Quality == "normal" || run.Quality == "degraded" || run.Quality == "incomplete") && (s.LatestValid == nil || history.At > s.LatestValid.At) {
 				s.LatestValid = &history
 			}
 			switch run.Status {
@@ -234,6 +253,8 @@ func GroupDetectionSummaries(ctx context.Context, now time.Time, fingerprints ma
 					s.Normal++
 				case "degraded":
 					s.Degraded++
+				case "incomplete":
+					s.Incomplete++
 				default:
 					s.Unknown++
 				}
@@ -246,9 +267,6 @@ func GroupDetectionSummaries(ctx context.Context, now time.Time, fingerprints ma
 			s.Rate = &rate
 		}
 		sort.SliceStable(s.History, func(i, j int) bool { return s.History[i].At > s.History[j].At })
-		if len(s.History) > 12 {
-			s.History = s.History[:12]
-		}
 	}
 	results := map[string]GroupDetectionSummary{}
 	for group, ids := range groups {
@@ -256,18 +274,15 @@ func GroupDetectionSummaries(ctx context.Context, now time.Time, fingerprints ma
 		s := benchmarks[group]
 		if s != nil {
 			sort.SliceStable(s.History, func(i, j int) bool { return s.History[i].At > s.History[j].At })
-			if len(s.History) > 12 {
-				s.History = s.History[:12]
-			}
 		}
-		candy := candies[group]
-		if candy != nil {
-			sort.SliceStable(candy.History, func(i, j int) bool { return candy.History[i].At > candy.History[j].At })
-			if len(candy.History) > 12 {
-				candy.History = candy.History[:12]
-			}
+		vision := visions[group]
+		if vision != nil {
+			sort.SliceStable(vision.History, func(i, j int) bool { return vision.History[i].At > vision.History[j].At })
 		}
-		results[group] = GroupDetectionSummary{Candy: candy, Benchmark: s, Status: status, At: at, ProbeHistory: GroupProbeHistory(ids, tasks)}
+		if s := ciallos[group]; s != nil {
+			sort.SliceStable(s.History, func(i, j int) bool { return s.History[i].At > s.History[j].At })
+		}
+		results[group] = GroupDetectionSummary{Ciallo: ciallos[group], Vision: vision, Benchmark: s, Status: status, At: at, ProbeHistory: GroupProbeHistory(ids, tasks)}
 	}
 	return results, nil
 }
diff --git a/service/download.go b/service/download.go
index 61596ea..cb7c017 100644
--- a/service/download.go
+++ b/service/download.go
@@ -51,7 +51,7 @@ func DoWorkerRequest(req *WorkerRequest) (*http.Response, error) {
 
 func DoDownloadRequest(originUrl string, reason ...string) (resp *http.Response, err error) {
 	if system_setting.EnableWorker() {
-		common.SysLog(fmt.Sprintf("downloading file from worker: %s, reason: %s", originUrl, strings.Join(reason, ", ")))
+		common.SysLog(common.LogText("downloading file from worker: %s, reason: %s", originUrl, strings.Join(reason, ", ")))
 		req := &WorkerRequest{
 			URL: originUrl,
 			Key: system_setting.WorkerValidKey,
@@ -63,7 +63,7 @@ func DoDownloadRequest(originUrl string, reason ...string) (resp *http.Response,
 			return nil, fmt.Errorf("request reject: %v", err)
 		}
 
-		common.SysLog(fmt.Sprintf("downloading from origin: %s, reason: %s", common.MaskSensitiveInfo(originUrl), strings.Join(reason, ", ")))
+		common.SysLog(common.LogText("downloading from origin: %s, reason: %s", common.MaskSensitiveInfo(originUrl), strings.Join(reason, ", ")))
 		return GetSSRFProtectedHTTPClient().Get(originUrl)
 	}
 }
diff --git a/service/email_binding.go b/service/email_binding.go
index 979d62d..32e4fe6 100644
--- a/service/email_binding.go
+++ b/service/email_binding.go
@@ -11,6 +11,7 @@ import (
 	"time"
 
 	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/i18n"
 	"github.com/QuantumNous/new-api/model"
 )
 
@@ -53,7 +54,7 @@ func ValidateAccountEmail(email string) (string, error) {
 	return email, nil
 }
 
-func StartEmailBinding(identity AuthIdentity, authorization *model.AuthFlowAuthorization, email string) (*EmailBindingData, error) {
+func StartEmailBinding(identity AuthIdentity, authorization *model.AuthFlowAuthorization, email string, lang string) (*EmailBindingData, error) {
 	email, err := ValidateAccountEmail(email)
 	if err != nil {
 		return nil, err
@@ -80,19 +81,19 @@ func StartEmailBinding(identity AuthIdentity, authorization *model.AuthFlowAutho
 	if err != nil {
 		return nil, err
 	}
-	if err := sendEmailBindingCodes(state, codes); err != nil {
+	if err := sendEmailBindingCodes(lang, state, codes); err != nil {
 		// A partially delivered pair must not leave a usable change request.
 		_, _ = model.ConsumeAuthFlow(token, model.AuthFlowMatch{Purpose: model.AuthFlowPurposeEmailBinding, UserId: identity.UserID, SessionId: identity.SessionID})
 		return nil, ErrEmailBindingDelivery
 	}
 	data := emailBindingData(token, flow, &state)
 	if state.CurrentEmail != "" && !requireOld {
-		data.NotificationWarning = NotifyAccountSecurityChange(state.CurrentEmail, "A change of your email address was requested") != nil
+		data.NotificationWarning = NotifyAccountSecurityChange(lang, state.CurrentEmail, i18n.MsgSecurityEventEmailChangeRequested) != nil
 	}
 	return data, nil
 }
 
-func ResendAccountEmailBinding(identity AuthIdentity, token string) (*EmailBindingData, error) {
+func ResendAccountEmailBinding(identity AuthIdentity, token string, lang string) (*EmailBindingData, error) {
 	_, state, err := model.GetEmailBinding(identity, token)
 	if err != nil {
 		return nil, err
@@ -118,7 +119,7 @@ func ResendAccountEmailBinding(identity AuthIdentity, token string) (*EmailBindi
 	if err != nil {
 		return nil, err
 	}
-	if err := sendEmailBindingCodes(*state, codes); err != nil {
+	if err := sendEmailBindingCodes(lang, *state, codes); err != nil {
 		_, _ = model.ConsumeAuthFlow(token, model.AuthFlowMatch{Purpose: model.AuthFlowPurposeEmailBinding, UserId: identity.UserID, SessionId: identity.SessionID})
 		return nil, ErrEmailBindingDelivery
 	}
@@ -177,14 +178,21 @@ func generateEmailBindingCodes(requireOld bool) (emailBindingCodes, error) {
 	return codes, nil
 }
 
-func sendEmailBindingCodes(state model.EmailBindingState, codes emailBindingCodes) error {
-	subject := common.SystemName + " — Confirm your email address"
-	content := fmt.Sprintf("<p>Confirm linking this email address to your account.</p><p>Verification code: <strong>%s</strong></p><p>This code expires in 10 minutes. If you did not request this change, do not share this code.</p>", html.EscapeString(codes.New))
+func sendEmailBindingCodes(lang string, state model.EmailBindingState, codes emailBindingCodes) error {
+	subject := i18n.Translate(lang, i18n.MsgEmailBindingSubject, map[string]any{"SystemName": common.SystemName})
+	minutes := map[string]any{"Minutes": int(model.EmailBindingTTL / time.Minute)}
+	content := fmt.Sprintf("<p>%s</p><p>%s</p><p>%s</p>",
+		i18n.Translate(lang, i18n.MsgEmailBindingNewIntro),
+		i18n.Translate(lang, i18n.MsgEmailBindingCode, map[string]any{"Code": html.EscapeString(codes.New)}),
+		i18n.Translate(lang, i18n.MsgEmailBindingNewValidity, minutes))
 	if err := common.SendEmail(subject, state.Email, content); err != nil {
 		return err
 	}
 	if codes.Old != "" {
-		content = fmt.Sprintf("<p>A change to your account email address was requested. Confirm replacing your current address.</p><p>Verification code: <strong>%s</strong></p><p>This code expires in 10 minutes. If you did not request this change, do not share this code and contact your administrator.</p>", html.EscapeString(codes.Old))
+		content = fmt.Sprintf("<p>%s</p><p>%s</p><p>%s</p>",
+			i18n.Translate(lang, i18n.MsgEmailBindingOldIntro),
+			i18n.Translate(lang, i18n.MsgEmailBindingCode, map[string]any{"Code": html.EscapeString(codes.Old)}),
+			i18n.Translate(lang, i18n.MsgEmailBindingOldValidity, minutes))
 		return common.SendEmail(subject, state.CurrentEmail, content)
 	}
 	return nil
diff --git a/service/error.go b/service/error.go
index f14f1bb..a0fcdd7 100644
--- a/service/error.go
+++ b/service/error.go
@@ -64,8 +64,8 @@ func ClaudeErrorWrapper(err error, code string, statusCode int) *dto.ClaudeError
 	lowerText := strings.ToLower(text)
 	if !strings.HasPrefix(lowerText, "get file base64 from url") {
 		if strings.Contains(lowerText, "post") || strings.Contains(lowerText, "dial") || strings.Contains(lowerText, "http") {
-			common.SysLog(fmt.Sprintf("error: %s", text))
-			text = "请求上游地址失败"
+			common.SysLog(common.LogText("error: %s", text))
+			text = "request to the upstream address failed"
 		}
 	}
 	claudeError := types.ClaudeError{
@@ -107,7 +107,7 @@ func RelayErrorHandler(ctx context.Context, resp *http.Response, showBodyWhenFai
 		if showBodyWhenFail {
 			newApiErr.Err = buildErrWithBody("")
 		} else {
-			logger.LogError(ctx, fmt.Sprintf("bad response status code %d, body: %s", resp.StatusCode, responseBodyPreview))
+			logger.LogError(ctx, common.LogText("bad response status code %d, body: %s", resp.StatusCode, responseBodyPreview))
 			newApiErr.Err = fmt.Errorf("bad response status code %d", resp.StatusCode)
 		}
 		return
@@ -128,7 +128,7 @@ func RelayErrorHandler(ctx context.Context, resp *http.Response, showBodyWhenFai
 	if message == "" {
 		// The body parsed as JSON but carried no usable error message; log the
 		// raw body so the upstream failure remains diagnosable.
-		logger.LogError(ctx, fmt.Sprintf("bad response status code %d with empty error message, body: %s", resp.StatusCode, responseBodyPreview))
+		logger.LogError(ctx, common.LogText("bad response status code %d with empty error message, body: %s", resp.StatusCode, responseBodyPreview))
 	}
 	newApiErr = types.NewOpenAIError(errors.New(message), types.ErrorCodeBadResponseStatusCode, resp.StatusCode)
 	if showBodyWhenFail {
@@ -197,13 +197,15 @@ func TaskErrorWrapperLocal(err error, code string, statusCode int) *taskdto.Task
 	return openaiErr
 }
 
-func TaskErrorWrapper(err error, code string, statusCode int) *taskdto.TaskError {
+// TaskErrorWrapper masks the upstream addresses of the task channel in network
+// errors; see common.MaskSensitiveInfo.
+func TaskErrorWrapper(err error, code string, statusCode int, upstreamURLs ...string) *taskdto.TaskError {
 	text := err.Error()
 	lowerText := strings.ToLower(text)
 	if strings.Contains(lowerText, "post") || strings.Contains(lowerText, "dial") || strings.Contains(lowerText, "http") {
-		common.SysLog(fmt.Sprintf("error: %s", text))
+		common.SysLog(common.LogText("error: %s", text))
 		//text = "请求上游地址失败"
-		text = common.MaskSensitiveInfo(text)
+		text = common.MaskSensitiveInfo(text, upstreamURLs...)
 	}
 	//避免暴露内部错误
 	taskError := &taskdto.TaskError{
diff --git a/service/file_decoder.go b/service/file_decoder.go
index 0ef3af3..f99f055 100644
--- a/service/file_decoder.go
+++ b/service/file_decoder.go
@@ -23,13 +23,13 @@ import (
 func GetFileTypeFromUrl(c *gin.Context, url string, reason ...string) (string, error) {
 	response, err := DoDownloadRequest(url, []string{"get_mime_type", strings.Join(reason, ", ")}...)
 	if err != nil {
-		common.SysLog(fmt.Sprintf("fail to get file type from url: %s, error: %s", url, err.Error()))
+		common.SysLog(common.LogText("fail to get file type from url: %s, error: %s", url, err.Error()))
 		return "", err
 	}
 	defer response.Body.Close()
 
 	if response.StatusCode != 200 {
-		logger.LogError(c, fmt.Sprintf("failed to download file from %s, status code: %d", url, response.StatusCode))
+		logger.LogError(c, common.LogText("failed to download file from %s, status code: %d", url, response.StatusCode))
 		return "", fmt.Errorf("failed to download file, status code: %d", response.StatusCode)
 	}
 
diff --git a/service/file_service.go b/service/file_service.go
index 6a6b404..cd8cdc1 100644
--- a/service/file_service.go
+++ b/service/file_service.go
@@ -198,7 +198,7 @@ func loadFromURL(c *gin.Context, url string, reason ...string) (*types.CachedFil
 		diskPath, err := writeToDiskCache(base64Data)
 		if err != nil {
 			// 磁盘缓存失败，回退到内存
-			logger.LogWarn(c, fmt.Sprintf("Failed to write to disk cache, falling back to memory: %v", err))
+			logger.LogWarn(c, common.LogText("Failed to write to disk cache, falling back to memory: %v", err))
 			cachedData = types.NewMemoryCachedData(base64Data, mimeType, int64(len(fileBytes)))
 		} else {
 			cachedData = types.NewDiskCachedData(diskPath, mimeType, int64(len(fileBytes)))
diff --git a/service/group.go b/service/group.go
index b01da23..2a1a649 100644
--- a/service/group.go
+++ b/service/group.go
@@ -32,9 +32,10 @@ func GetUserUsableGroups(userGroup string) map[string]string {
 				}
 			}
 		}
-		// 如果userGroup不在UserUsableGroups中，返回UserUsableGroups + userGroup
+		// 如果userGroup不在UserUsableGroups中，返回UserUsableGroups + userGroup。
+		// 描述是英文源文本，由 web 控制台翻译；管理员配置的描述原样显示。
 		if _, ok := groupsCopy[userGroup]; !ok {
-			groupsCopy[userGroup] = "用户分组"
+			groupsCopy[userGroup] = "User group"
 		}
 	}
 	return groupsCopy
diff --git a/service/group_degradation.go b/service/group_degradation.go
index 6222bb7..6d8dbf5 100644
--- a/service/group_degradation.go
+++ b/service/group_degradation.go
@@ -10,9 +10,34 @@ import (
 
 var groupDegradationSnapshot struct {
 	sync.Mutex
-	updated   time.Time
-	latest    map[string]AstraSamplingHistory
-	benchmark map[string]DetectionHistory
+	updated time.Time
+	latest  map[string]AstraSamplingHistory
+	vision  map[string]DetectionHistory
+	ciallo  map[string]DetectionHistory
+}
+
+func requestGroupQuality(c *gin.Context) (map[string]AstraSamplingHistory, map[string]DetectionHistory, map[string]DetectionHistory) {
+	if c.GetBool("pool_degradation_unavailable") {
+		return nil, nil, nil
+	}
+	latest, found := c.Get("pool_group_fingerprints")
+	vision, _ := c.Get("pool_group_visions")
+	ciallo, _ := c.Get("pool_group_ciallos")
+	if !found {
+		rounds, qualities, ciallos, err := cachedGroupQuality(c.Request.Context())
+		if err != nil {
+			c.Set("pool_degradation_unavailable", true)
+			return nil, nil, nil
+		}
+		latest, vision, ciallo = rounds, qualities, ciallos
+		c.Set("pool_group_fingerprints", latest)
+		c.Set("pool_group_visions", vision)
+		c.Set("pool_group_ciallos", ciallo)
+	}
+	rounds, _ := latest.(map[string]AstraSamplingHistory)
+	visions, _ := vision.(map[string]DetectionHistory)
+	ciallos, _ := ciallo.(map[string]DetectionHistory)
+	return rounds, visions, ciallos
 }
 
 func requestGroupDegraded(c *gin.Context, modelName, group string) bool {
@@ -27,22 +52,9 @@ func requestGroupDegraded(c *gin.Context, modelName, group string) bool {
 	if !skip {
 		return false
 	}
-	if c.GetBool("pool_degradation_unavailable") {
-		return true
-	}
-	latest, found := c.Get("pool_group_fingerprints")
-	benchmark, _ := c.Get("pool_group_benchmarks")
-	if !found {
-		rounds, qualities, err := cachedGroupQuality(c.Request.Context())
-		if err != nil {
-			c.Set("pool_degradation_unavailable", true)
-			return true
-		}
-		latest, benchmark = rounds, qualities
-		c.Set("pool_group_fingerprints", latest)
-		c.Set("pool_group_benchmarks", benchmark)
-	}
-	rounds, _ := latest.(map[string]AstraSamplingHistory)
+	rounds, visions, ciallos := requestGroupQuality(c)
 	h, ok := rounds[group]
-	return (ok && h.ValidSamples > 0 && h.Closest != "" && h.Closest != fingerprint.Model)
+	return c.GetBool("pool_degradation_unavailable") ||
+		(ok && h.ValidSamples > 0 && h.Closest != "" && h.Closest != fingerprint.Model) ||
+		visions[group].Quality == "degraded" || ciallos[group].Quality == "degraded"
 }
diff --git a/service/group_degradation_test.go b/service/group_degradation_test.go
index 87e50a6..9845643 100644
--- a/service/group_degradation_test.go
+++ b/service/group_degradation_test.go
@@ -3,6 +3,7 @@ package service
 import (
 	"fmt"
 	"os"
+	"strings"
 	"testing"
 	"time"
 
@@ -56,6 +57,8 @@ func TestGroupDegradationDatabaseMatrix(t *testing.T) {
 				common.SetDatabaseTypes(oldType, oldLogType)
 				groupDegradationSnapshot.updated = time.Time{}
 				groupDegradationSnapshot.latest = nil
+				groupDegradationSnapshot.vision = nil
+				groupDegradationSnapshot.ciallo = nil
 				conn, err := db.DB()
 				require.NoError(t, err)
 				require.NoError(t, conn.Close())
@@ -110,15 +113,76 @@ func TestGroupDegradationDatabaseMatrix(t *testing.T) {
 			require.NoError(t, db.Model(&pelican).Update("quality", "normal").Error)
 			groupDegradationSnapshot.updated = time.Time{}
 			assert.False(t, requestGroupDegraded(ctx(), fingerprint.Model, "default"))
+
+			vision := model.DetectionRun{ID: "vision-degraded", RequestKey: "vision-degraded", ChannelID: 1, Kind: "vision", CreatedAt: now - 5, Settled: true, Status: "succeeded", Quality: "degraded", Result: `{"closest":"石头"}`}
+			require.NoError(t, db.Create(&vision).Error)
+			InvalidateGroupQualityCache()
+			assert.True(t, requestGroupDegraded(ctx(), fingerprint.Model, "default"), "fingerprint recovery must not clear a failed vision test")
+			recent, err := RecentDegradedGroups(ctx().Request.Context())
+			require.NoError(t, err)
+			assert.True(t, recent["default"])
+			failedVision := model.DetectionRun{ID: "vision-error", RequestKey: "vision-error", ChannelID: 1, Kind: "vision", CreatedAt: now - 1, Settled: true, Status: "failed", Quality: "normal"}
+			require.NoError(t, db.Create(&failedVision).Error)
+			InvalidateGroupQualityCache()
+			assert.True(t, requestGroupDegraded(ctx(), fingerprint.Model, "default"), "transport errors cannot clear the latest valid vision result")
+			require.NoError(t, db.Model(&failedVision).Update("quality", "degraded").Error)
+			require.NoError(t, db.Model(&vision).Updates(map[string]any{"quality": "normal", "result": `{"closest":"这是音箱"}`}).Error)
+			InvalidateGroupQualityCache()
+			assert.False(t, requestGroupDegraded(ctx(), fingerprint.Model, "default"))
+			recent, err = RecentDegradedGroups(ctx().Request.Context())
+			require.NoError(t, err)
+			assert.False(t, recent["default"])
+			require.NoError(t, db.Model(&vision).Updates(map[string]any{"quality": "degraded", "created_at": now - 8*3600, "result": `{"closest":"石头"}`}).Error)
+			InvalidateGroupQualityCache()
+			assert.True(t, requestGroupDegraded(ctx(), fingerprint.Model, "default"), "routing keeps the latest valid result")
+			recent, err = RecentDegradedGroups(ctx().Request.Context())
+			require.NoError(t, err)
+			assert.False(t, recent["default"], "recent tag expires after the existing six-hour window")
+			legacyAnswer := `{"closest":"我这边没收到可查看的图片或文件，暂时无法判断是什么。请重新上传图片"}`
+			require.NoError(t, db.Model(&vision).Updates(map[string]any{"result": legacyAnswer, "status": "failed", "error": "vision_keyword_missing"}).Error)
+			InvalidateGroupQualityCache()
+			unavailable, err := VisionUnavailableGroups(ctx().Request.Context())
+			require.NoError(t, err)
+			assert.True(t, unavailable["default"], "legacy answers remain effective beyond the recent window and later transport failures")
+			assert.False(t, requestGroupDegraded(ctx(), fingerprint.Model, "default"))
+			recent, err = RecentDegradedGroups(ctx().Request.Context())
+			require.NoError(t, err)
+			assert.False(t, recent["default"])
+			require.NoError(t, db.Model(&vision).Update("created_at", now-2).Error)
+			summaries, err := GroupDetectionSummaries(ctx().Request.Context(), time.Unix(now, 0), nil, nil)
+			require.NoError(t, err)
+			summary := summaries["default"].Vision
+			require.NotNil(t, summary)
+			assert.Equal(t, 1, summary.Incomplete)
+			assert.Equal(t, "incomplete", summary.LatestValid.Quality)
+			var unchanged model.DetectionRun
+			require.NoError(t, db.First(&unchanged, "id = ?", vision.ID).Error)
+			assert.Equal(t, "degraded", unchanged.Quality, "reading history must not rewrite stored results")
+			ciallo := model.DetectionRun{ID: "ciallo-degraded", RequestKey: "ciallo-degraded", ChannelID: 1, Kind: "ciallo", CreatedAt: now, Settled: true, Status: "succeeded", Quality: "degraded"}
+			require.NoError(t, db.Create(&ciallo).Error)
+			InvalidateGroupQualityCache()
+			assert.True(t, requestGroupDegraded(ctx(), fingerprint.Model, "default"), "incomplete vision must not clear Ciallo degradation")
+			require.NoError(t, db.Model(&vision).Updates(map[string]any{"status": "succeeded", "result": `{"closest":"这是音箱"}`, "created_at": now}).Error)
+			InvalidateGroupQualityCache()
+			unavailable, err = VisionUnavailableGroups(ctx().Request.Context())
+			require.NoError(t, err)
+			assert.False(t, unavailable["default"])
+			assert.True(t, requestGroupDegraded(ctx(), fingerprint.Model, "default"), "vision recovery must not clear Ciallo degradation")
+			require.NoError(t, db.Model(&ciallo).Update("quality", "normal").Error)
+			InvalidateGroupQualityCache()
+			assert.False(t, requestGroupDegraded(ctx(), fingerprint.Model, "default"))
 			require.NoError(t, db.Delete(&manual).Error)
 			require.NoError(t, model.SaveStatusPageGroup(ctx().Request.Context(), "default", nil))
 			groupDegradationSnapshot.updated = time.Time{}
 			assert.False(t, requestGroupDegraded(ctx(), fingerprint.Model, "default"))
+			unavailable, err = VisionUnavailableGroups(ctx().Request.Context())
+			require.NoError(t, err)
+			assert.False(t, unavailable["default"], "administrator reset removes the vision conclusion")
 		})
 	}
 }
 
-func TestGroupDegradationUsesLatestValidBeforeHistoryTruncation(t *testing.T) {
+func TestGroupDegradationRetainsFullHistoryForNotifications(t *testing.T) {
 	now := time.Now()
 	channels := []model.Channel{{Id: 1, Group: "default", Models: fingerprint.Model, Status: 1}}
 	rounds := []AstraSamplingRound{{ID: "valid", ChannelID: 1, StartedAt: now.Unix() - 100, FinishedAt: now.Unix() - 90, Result: fingerprint.Result{Engine: fingerprint.Version, Status: "mismatch", Closest: "gpt-5.5", ValidSamples: 1}}}
@@ -131,7 +195,7 @@ func TestGroupDegradationUsesLatestValidBeforeHistoryTruncation(t *testing.T) {
 	summary := AggregateAstraSampling(channels, tasks, now)["default"]
 	require.NotNil(t, summary.LatestValid)
 	assert.Equal(t, "gpt-5.5", summary.LatestValid.Closest)
-	assert.Len(t, summary.History, 12)
+	assert.Len(t, summary.History, 16)
 	rounds = append(rounds, AstraSamplingRound{ID: "recovered", ChannelID: 1, StartedAt: now.Unix(), FinishedAt: now.Unix(), Result: fingerprint.Result{Engine: fingerprint.Version, Status: "match", Closest: fingerprint.Model, ValidSamples: 2}})
 	body, err = common.Marshal(AstraSamplingState{Rounds: rounds})
 	require.NoError(t, err)
@@ -183,6 +247,15 @@ func TestGroupDegradationOverridesExistingPoolAffinity(t *testing.T) {
 	RecordPoolAffinity(first)
 	bound, _ := PreferredPoolChannel(ctx(false), fingerprint.Model)
 	require.NotNil(t, bound)
+	image := ctx(false)
+	image.Request = httptest.NewRequest("POST", "/v1/responses", strings.NewReader(`{"input":[{"role":"user","content":[{"type":"input_image","image_url":"data:image/png;base64,eA=="}]}]}`))
+	image.Request.Header.Set("Session-Id", "degradation-session")
+	image.Set("pool_group_visions", map[string]DetectionHistory{"default": {Quality: "incomplete"}})
+	selected, group, err = SelectChannelForRequest(image, fingerprint.Model, &RetryParam{Ctx: image, TokenGroup: "default", ModelName: fingerprint.Model})
+	require.Nil(t, err)
+	require.NotNil(t, selected)
+	assert.Equal(t, 6401, selected.Id, "incomplete vision must preserve the existing session affinity")
+	assert.Equal(t, "default", group)
 	next := ctx(true)
 	selected, group, err = SelectChannelForRequest(next, fingerprint.Model, &RetryParam{Ctx: next, TokenGroup: "default", ModelName: fingerprint.Model})
 	require.Nil(t, err)
@@ -191,6 +264,40 @@ func TestGroupDegradationOverridesExistingPoolAffinity(t *testing.T) {
 	assert.Equal(t, "vip", group)
 }
 
+func TestVisionIncompleteRoutingAcrossModelsAndPolicies(t *testing.T) {
+	db := setupChannelSelectAutoGroupsTest(t)
+	for i, group := range []string{"default", "vip"} {
+		createChannelSelectAutoGroupsChannel(t, db, 6601+i, group, fingerprint.Model)
+		require.NoError(t, db.Model(&model.Channel{}).Where("id = ?", 6601+i).Update("models", fingerprint.Model+",gpt-6-sol").Error)
+		require.NoError(t, db.Create(&model.Ability{Group: group, Model: "gpt-6-sol", ChannelId: 6601 + i, Enabled: true, Weight: 100}).Error)
+	}
+	model.InitChannelCache()
+	ResetGroupAvailability()
+	t.Cleanup(ResetGroupAvailability)
+	for _, mode := range []string{"smart", "custom"} {
+		for _, allow := range []bool{false, true} {
+			for _, modelName := range []string{fingerprint.Model, "gpt-6-sol"} {
+				for _, image := range []bool{false, true} {
+					c := setupGroupPoolContext(t)
+					c.Request = httptest.NewRequest("POST", "/v1/responses", nil)
+					c.Set(model.TokenRoutingContextKey, &model.TokenRoutingPolicy{Version: 1, Mode: mode, AllowDegraded: allow, SkipDegradedGroups: !allow, Groups: []model.TokenGroupEntry{{Group: "default"}, {Group: "vip", Priority: 1}}})
+					if image {
+						c.Request = httptest.NewRequest("POST", "/v1/responses", strings.NewReader(`{"input":[{"role":"user","content":[{"type":"input_image","image_url":"data:image/png;base64,eA=="}]}]}`))
+					}
+					c.Set("pool_group_fingerprints", map[string]AstraSamplingHistory{})
+					visions := map[string]DetectionHistory{"default": {Quality: "incomplete"}, "vip": {Quality: "incomplete"}}
+					c.Set("pool_group_visions", visions)
+					channel, _, err := selectTokenRoutingPool(&RetryParam{Ctx: c, TokenGroup: "default", ModelName: modelName})
+					require.NoError(t, err)
+					require.NotNil(t, channel)
+					assert.Equal(t, 6601, channel.Id, "mode=%s allow=%v model=%s image=%v", mode, allow, modelName, image)
+					assert.False(t, poolGroupSkipped(c, modelName, "default"), "incomplete vision must not exclude retries or cooldown recovery")
+				}
+			}
+		}
+	}
+}
+
 func TestGroupDegradationSkipsPoolGroupsAndRespectsUnknownRecoveryAndOptOut(t *testing.T) {
 	db := setupChannelSelectAutoGroupsTest(t)
 	createChannelSelectAutoGroupsChannel(t, db, 6301, "default", fingerprint.Model)
diff --git a/service/group_model_performance.go b/service/group_model_performance.go
new file mode 100644
index 0000000..56f8f6d
--- /dev/null
+++ b/service/group_model_performance.go
@@ -0,0 +1,29 @@
+package service
+
+import (
+	"context"
+	"fmt"
+	"sync"
+	"time"
+
+	"github.com/QuantumNous/new-api/model"
+	"github.com/samber/hot"
+)
+
+var groupModelPerformanceCache = hot.NewHotCache[string, model.GroupModelPerformance](hot.LRU, 2000).WithTTL(time.Minute).Build()
+var groupModelPerformanceMu sync.Mutex
+
+// Share one snapshot between status display and automatic throughput ranking.
+func GroupModelPerformance(ctx context.Context, group, modelName string) (model.GroupModelPerformance, error) {
+	key := fmt.Sprintf("%p/%p/%q/%q", model.DB, model.LOG_DB, group, modelName)
+	groupModelPerformanceMu.Lock()
+	defer groupModelPerformanceMu.Unlock()
+	if value, found, err := groupModelPerformanceCache.Get(key); err == nil && found {
+		return value, nil
+	}
+	value, err := model.GetGroupModelPerformance(ctx, group, modelName)
+	if err == nil {
+		groupModelPerformanceCache.Set(key, value)
+	}
+	return value, err
+}
diff --git a/service/group_quality.go b/service/group_quality.go
index ba08f2a..743da91 100644
--- a/service/group_quality.go
+++ b/service/group_quality.go
@@ -11,20 +11,21 @@ import (
 )
 
 // Routing evidence has no statistical window. Each detector recovers separately.
-func readGroupQuality(ctx context.Context, now time.Time) (map[string]AstraSamplingHistory, map[string]DetectionHistory, error) {
+func readGroupQuality(ctx context.Context, now time.Time) (map[string]AstraSamplingHistory, map[string]DetectionHistory, map[string]DetectionHistory, error) {
 	settings, err := model.GetStatusPageGroups(ctx)
 	if err != nil {
-		return nil, nil, err
+		return nil, nil, nil, err
 	}
 	channels, err := samplingChannels(ctx, false)
 	if err != nil {
-		return nil, nil, err
+		return nil, nil, nil, err
 	}
 	channelGroups := map[int][]string{}
 	for _, channel := range channels {
 		channelGroups[channel.Id] = channel.GetGroups()
 	}
-	latest, benchmarks := map[string]AstraSamplingHistory{}, map[string]DetectionHistory{}
+	latest, visions := map[string]AstraSamplingHistory{}, map[string]DetectionHistory{}
+	ciallos := map[string]DetectionHistory{}
 	observe := func(channelID int, h AstraSamplingHistory) {
 		if h.At <= 0 || h.At > now.Unix() || h.ValidSamples <= 0 || h.Closest == "" || (h.Status != "match" && h.Status != "mismatch") {
 			return
@@ -37,7 +38,7 @@ func readGroupQuality(ctx context.Context, now time.Time) (map[string]AstraSampl
 	}
 	var tasks []model.SystemTask
 	if err = model.DB.WithContext(ctx).Select("state").Where("type = ?", AstraSamplingTaskType).Find(&tasks).Error; err != nil {
-		return nil, nil, err
+		return nil, nil, nil, err
 	}
 	for _, task := range tasks {
 		var state AstraSamplingState
@@ -52,10 +53,20 @@ func readGroupQuality(ctx context.Context, now time.Time) (map[string]AstraSampl
 		}
 	}
 	var runs []model.DetectionRun
-	if err = model.DB.WithContext(ctx).Select("id", "channel_id", "kind", "created_at", "quality", "result").Where("status = ? AND settled = ? AND created_at <= ?", "succeeded", true, now.Unix()).Find(&runs).Error; err != nil {
-		return nil, nil, err
+	if err = model.DB.WithContext(ctx).Select("id", "channel_id", "kind", "created_at", "quality", "result", "status", "error").Where("(status = ? OR (kind IN ? AND status = ?)) AND settled = ? AND created_at <= ?", "succeeded", []string{"vision", "ciallo"}, "failed", true, now.Unix()).Find(&runs).Error; err != nil {
+		return nil, nil, nil, err
 	}
 	for _, run := range runs {
+		run = NormalizeVisionRun(run)
+		if run.Status != "succeeded" {
+			continue
+		}
+		if run.Kind == "ciallo" {
+			var result fingerprint.Result
+			if common.UnmarshalJsonStr(run.Result, &result) == nil {
+				run.Quality = CialloQuality(result.Closest)
+			}
+		}
 		if run.Kind == "fingerprint" {
 			var result fingerprint.Result
 			if common.UnmarshalJsonStr(run.Result, &result) != nil || result.Engine != fingerprint.Version {
@@ -64,30 +75,42 @@ func readGroupQuality(ctx context.Context, now time.Time) (map[string]AstraSampl
 			observe(run.ChannelID, AstraSamplingHistory{ID: run.ID, At: run.CreatedAt, Status: AstraSamplingResultStatus(result), ValidSamples: result.ValidSamples, Closest: result.Closest})
 		}
 
+		if (run.Kind == "vision" || run.Kind == "ciallo") && (run.Quality == "normal" || run.Quality == "degraded" || (run.Kind == "vision" && run.Quality == "incomplete")) {
+			target := visions
+			if run.Kind == "ciallo" {
+				target = ciallos
+			}
+			for _, group := range channelGroups[run.ChannelID] {
+				if run.CreatedAt > settings[group].ResetBefore && run.CreatedAt > target[group].At {
+					target[group] = DetectionHistory{ID: run.ID, At: run.CreatedAt, Status: run.Status, Quality: run.Quality}
+				}
+			}
+		}
 	}
-	return latest, benchmarks, nil
+	return latest, visions, ciallos, nil
 }
 
-func cachedGroupQuality(ctx context.Context) (map[string]AstraSamplingHistory, map[string]DetectionHistory, error) {
+func cachedGroupQuality(ctx context.Context) (map[string]AstraSamplingHistory, map[string]DetectionHistory, map[string]DetectionHistory, error) {
 	groupDegradationSnapshot.Lock()
 	defer groupDegradationSnapshot.Unlock()
 	now := time.Now()
 	if now.Sub(groupDegradationSnapshot.updated) >= 15*time.Second {
 		ctx, cancel := context.WithTimeout(ctx, 2*time.Second)
-		latest, benchmarks, err := readGroupQuality(ctx, now)
+		latest, visions, ciallos, err := readGroupQuality(ctx, now)
 		cancel()
 		if err == nil {
-			groupDegradationSnapshot.latest, groupDegradationSnapshot.benchmark = latest, benchmarks
+			groupDegradationSnapshot.latest, groupDegradationSnapshot.vision = latest, visions
+			groupDegradationSnapshot.ciallo = ciallos
 		} else if groupDegradationSnapshot.latest == nil {
-			return nil, nil, errors.New("group quality temporarily unavailable")
+			return nil, nil, nil, errors.New("group quality temporarily unavailable")
 		}
 		groupDegradationSnapshot.updated = now
 	}
-	return groupDegradationSnapshot.latest, groupDegradationSnapshot.benchmark, nil
+	return groupDegradationSnapshot.latest, groupDegradationSnapshot.vision, groupDegradationSnapshot.ciallo, nil
 }
 
 func RecentDegradedGroups(ctx context.Context) (map[string]bool, error) {
-	latest, _, err := cachedGroupQuality(ctx)
+	latest, visions, ciallos, err := cachedGroupQuality(ctx)
 	if err != nil {
 		return nil, err
 	}
@@ -98,6 +121,27 @@ func RecentDegradedGroups(ctx context.Context) (map[string]bool, error) {
 			result[group] = true
 		}
 	}
+	for _, detector := range []map[string]DetectionHistory{visions, ciallos} {
+		for group, h := range detector {
+			if h.At >= cutoff && h.Quality == "degraded" {
+				result[group] = true
+			}
+		}
+	}
+	return result, nil
+}
+
+func VisionUnavailableGroups(ctx context.Context) (map[string]bool, error) {
+	_, visions, _, err := cachedGroupQuality(ctx)
+	if err != nil {
+		return nil, err
+	}
+	result := map[string]bool{}
+	for group, h := range visions {
+		if h.Quality == "incomplete" {
+			result[group] = true
+		}
+	}
 	return result, nil
 }
 
diff --git a/service/group_quality_test.go b/service/group_quality_test.go
index f3050d5..5df328c 100644
--- a/service/group_quality_test.go
+++ b/service/group_quality_test.go
@@ -27,7 +27,8 @@ func TestQualitySwitchesAndFailedReadCache(t *testing.T) {
 	InvalidateGroupQualityCache()
 	t.Cleanup(func() {
 		groupDegradationSnapshot.latest = nil
-		groupDegradationSnapshot.benchmark = nil
+		groupDegradationSnapshot.vision = nil
+		groupDegradationSnapshot.ciallo = nil
 		InvalidateGroupQualityCache()
 	})
 	ctx := func(allow, child bool) *gin.Context {
diff --git a/service/http.go b/service/http.go
index d9818cf..50cd983 100644
--- a/service/http.go
+++ b/service/http.go
@@ -19,7 +19,7 @@ func CloseResponseBodyGracefully(httpResponse *http.Response) {
 	}
 	err := httpResponse.Body.Close()
 	if err != nil {
-		common.SysError("failed to close response body: " + err.Error())
+		common.SysError(common.LogText("failed to close response body: %s", err.Error()))
 	}
 }
 
@@ -73,7 +73,7 @@ func IOCopyBytesGracefully(c *gin.Context, src *http.Response, data []byte) {
 
 	_, err := io.Copy(c.Writer, body)
 	if err != nil {
-		logger.LogError(c, fmt.Sprintf("failed to copy response body: %s", err.Error()))
+		logger.LogError(c, common.LogText("failed to copy response body: %s", err.Error()))
 	}
 	c.Writer.Flush()
 }
diff --git a/service/http_client.go b/service/http_client.go
index 19523fb..5f50863 100644
--- a/service/http_client.go
+++ b/service/http_client.go
@@ -116,7 +116,7 @@ func newRelayHTTPTransport() *http.Transport {
 	}
 	transport.ForceAttemptHTTP2 = true
 	if common.TLSInsecureSkipVerify {
-		transport.TLSClientConfig = common.InsecureTLSConfig
+		transport.TLSClientConfig = common.InsecureTLSConfig.Clone()
 	}
 	return transport
 }
@@ -176,7 +176,7 @@ func warnLegacyProxyURLOnce(config *proxyURLConfig) {
 	}
 	logger.LogWarn(
 		context.Background(),
-		fmt.Sprintf(
+		common.LogText(
 			"legacy proxy URL suffix ignored at runtime: scheme=%s host=%s; update the channel proxy setting",
 			config.parsedURL.Scheme,
 			config.parsedURL.Host,
@@ -333,6 +333,9 @@ func newTransportFactory(proxyURL *url.URL, tlsConfig *tls.Config) (func() *http
 }
 
 func newHTTPClientFromPolicy(policy HTTPTransportPolicy, proxyURL *url.URL, tlsConfig *tls.Config) (*http.Client, error) {
+	if policy.TLSInsecureSkipVerify {
+		tlsConfig = common.InsecureTLSConfig
+	}
 	factory, err := newTransportFactory(proxyURL, tlsConfig)
 	if err != nil {
 		return nil, err
diff --git a/service/http_client_transport_test.go b/service/http_client_transport_test.go
index 7fc87bb..d274c56 100644
--- a/service/http_client_transport_test.go
+++ b/service/http_client_transport_test.go
@@ -6,6 +6,7 @@ import (
 	"encoding/pem"
 	"fmt"
 	"io"
+	"net"
 	"net/http"
 	"net/http/httptest"
 	"sync"
@@ -297,6 +298,75 @@ func TestHTTPClientCachePolicyAndCompatibility(t *testing.T) {
 	proxyHTTP1, err := GetHttpClientWithProxySettings(proxyA, dto.ChannelSettings{HTTPProtocol: dto.HTTPProtocolHTTP1})
 	require.NoError(t, err)
 	assert.NotSame(t, clientA, proxyHTTP1)
+
+	insecure, err := GetHttpClientWithProxySettings("", dto.ChannelSettings{TLSInsecureSkipVerify: true})
+	require.NoError(t, err)
+	assert.NotSame(t, aware, insecure, "skip-verify channels must not share the verifying client")
+	insecureHTTP1, err := GetHttpClientWithProxySettings("", dto.ChannelSettings{HTTPProtocol: dto.HTTPProtocolHTTP1, TLSInsecureSkipVerify: true})
+	require.NoError(t, err)
+	assert.NotSame(t, http1, insecureHTTP1)
+	proxyInsecure, err := GetHttpClientWithProxySettings(proxyA, dto.ChannelSettings{TLSInsecureSkipVerify: true})
+	require.NoError(t, err)
+	assert.NotSame(t, clientA, proxyInsecure)
+}
+
+func TestChannelTLSInsecureSkipVerifyAcceptsUntrustedUpstream(t *testing.T) {
+	initDefaultHTTPClientFixture(t)
+	upstream := startHTTP2TLSServer(t, http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		w.WriteHeader(http.StatusOK)
+	}))
+	connectProxy := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		if r.Method != http.MethodConnect {
+			w.WriteHeader(http.StatusMethodNotAllowed)
+			return
+		}
+		target, err := net.Dial("tcp", r.Host)
+		if err != nil {
+			w.WriteHeader(http.StatusBadGateway)
+			return
+		}
+		defer target.Close()
+		conn, _, err := http.NewResponseController(w).Hijack()
+		if err != nil {
+			return
+		}
+		defer conn.Close()
+		_, _ = conn.Write([]byte("HTTP/1.1 200 Connection Established\r\n\r\n"))
+		go func() { _, _ = io.Copy(target, conn) }()
+		_, _ = io.Copy(conn, target)
+	}))
+	t.Cleanup(connectProxy.Close)
+
+	skip := dto.ChannelSettings{TLSInsecureSkipVerify: true}
+	testCases := []struct {
+		name      string
+		proxy     string
+		settings  dto.ChannelSettings
+		wantProto int // zero means certificate verification must fail
+	}{
+		{name: "default direct verifies", settings: dto.ChannelSettings{}},
+		{name: "default proxy verifies", proxy: connectProxy.URL, settings: dto.ChannelSettings{}},
+		{name: "http1 verifies", settings: dto.ChannelSettings{HTTPProtocol: dto.HTTPProtocolHTTP1}},
+		{name: "skip direct", settings: skip, wantProto: 2},
+		{name: "skip proxy", proxy: connectProxy.URL, settings: skip, wantProto: 2},
+		{name: "skip http1", settings: dto.ChannelSettings{HTTPProtocol: dto.HTTPProtocolHTTP1, TLSInsecureSkipVerify: true}, wantProto: 1},
+		{name: "skip sharded", settings: dto.ChannelSettings{HTTP2ConnectionShards: 3, TLSInsecureSkipVerify: true}, wantProto: 2},
+	}
+	for _, tc := range testCases {
+		t.Run(tc.name, func(t *testing.T) {
+			client, err := GetHttpClientWithProxySettings(tc.proxy, tc.settings)
+			require.NoError(t, err)
+			resp, err := client.Get(upstream.URL)
+			if tc.wantProto == 0 {
+				var verifyErr *tls.CertificateVerificationError
+				require.ErrorAs(t, err, &verifyErr)
+				return
+			}
+			require.NoError(t, err)
+			assert.Equal(t, tc.wantProto, resp.ProtoMajor)
+			drainClose(t, resp)
+		})
+	}
 }
 
 func TestHTTPClientCacheConcurrentGetOrCreate(t *testing.T) {
@@ -366,6 +436,8 @@ func TestInvalidateProxyClientClosesAllPolicyVariants(t *testing.T) {
 	require.NoError(t, err)
 	shardedClient, err := GetHttpClientWithProxySettings(proxyURL, dto.ChannelSettings{HTTP2ConnectionShards: 2})
 	require.NoError(t, err)
+	insecureClient, err := GetHttpClientWithProxySettings(proxyURL, dto.ChannelSettings{TLSInsecureSkipVerify: true})
+	require.NoError(t, err)
 
 	InvalidateProxyClient(proxyURL)
 
@@ -375,10 +447,13 @@ func TestInvalidateProxyClientClosesAllPolicyVariants(t *testing.T) {
 	require.NoError(t, err)
 	afterSharded, err := GetHttpClientWithProxySettings(proxyURL, dto.ChannelSettings{HTTP2ConnectionShards: 2})
 	require.NoError(t, err)
+	afterInsecure, err := GetHttpClientWithProxySettings(proxyURL, dto.ChannelSettings{TLSInsecureSkipVerify: true})
+	require.NoError(t, err)
 
 	assert.NotSame(t, defaultClient, afterDefault)
 	assert.NotSame(t, http1Client, afterHTTP1)
 	assert.NotSame(t, shardedClient, afterSharded)
+	assert.NotSame(t, insecureClient, afterInsecure)
 }
 
 func TestResetProxyClientCacheKeepsDefaultPointerAndRecreatesVariants(t *testing.T) {
@@ -390,6 +465,8 @@ func TestResetProxyClientCacheKeepsDefaultPointerAndRecreatesVariants(t *testing
 	require.NoError(t, err)
 	proxyClient, err := GetHttpClientWithProxy("http://reset-proxy.example:8080")
 	require.NoError(t, err)
+	insecureClient, err := GetHttpClientWithProxySettings("", dto.ChannelSettings{TLSInsecureSkipVerify: true})
+	require.NoError(t, err)
 
 	ResetProxyClientCache()
 
@@ -404,9 +481,12 @@ func TestResetProxyClientCacheKeepsDefaultPointerAndRecreatesVariants(t *testing
 	require.NoError(t, err)
 	afterProxy, err := GetHttpClientWithProxy("http://reset-proxy.example:8080")
 	require.NoError(t, err)
+	afterInsecure, err := GetHttpClientWithProxySettings("", dto.ChannelSettings{TLSInsecureSkipVerify: true})
+	require.NoError(t, err)
 	assert.NotSame(t, http1Client, afterHTTP1)
 	assert.NotSame(t, shardedClient, afterSharded)
 	assert.NotSame(t, proxyClient, afterProxy)
+	assert.NotSame(t, insecureClient, afterInsecure)
 }
 
 func TestResetProxyClientCacheClosesDefaultIdlePool(t *testing.T) {
diff --git a/service/http_transport_policy.go b/service/http_transport_policy.go
index c2e3d9a..e1ce762 100644
--- a/service/http_transport_policy.go
+++ b/service/http_transport_policy.go
@@ -6,6 +6,7 @@ import (
 	"strings"
 	"sync"
 
+	"github.com/QuantumNous/new-api/common"
 	"github.com/QuantumNous/new-api/logger"
 	"github.com/QuantumNous/new-api/relaykit/dto"
 )
@@ -13,8 +14,9 @@ import (
 // HTTPTransportPolicy is the runtime-normalized outbound HTTP transport policy
 // for a channel. Unknown or out-of-range stored values are clamped safely.
 type HTTPTransportPolicy struct {
-	Protocol string // dto.HTTPProtocolAuto or dto.HTTPProtocolHTTP1
-	Shards   int    // 1..dto.MaxHTTP2ConnectionShards
+	Protocol              string // dto.HTTPProtocolAuto or dto.HTTPProtocolHTTP1
+	Shards                int    // 1..dto.MaxHTTP2ConnectionShards
+	TLSInsecureSkipVerify bool
 }
 
 var httpTransportPolicyWarnings sync.Map
@@ -30,6 +32,7 @@ func defaultHTTPTransportPolicy() HTTPTransportPolicy {
 // Invalid stored values never panic; they clamp to defaults and warn once per bad value.
 func NormalizeHTTPTransportPolicy(settings dto.ChannelSettings) HTTPTransportPolicy {
 	policy := defaultHTTPTransportPolicy()
+	policy.TLSInsecureSkipVerify = settings.TLSInsecureSkipVerify
 
 	protocol := strings.ToLower(strings.TrimSpace(settings.HTTPProtocol))
 	switch protocol {
@@ -78,12 +81,12 @@ func warnHTTPTransportPolicyOnce(field, value string) {
 	}
 	logger.LogWarn(
 		context.Background(),
-		fmt.Sprintf("invalid channel http transport setting clamped: %s=%q", field, value),
+		common.LogText("invalid channel http transport setting clamped: %s=%q", field, value),
 	)
 }
 
 func (p HTTPTransportPolicy) cacheKeyPart() string {
-	return fmt.Sprintf("%s|%d", p.Protocol, p.Shards)
+	return fmt.Sprintf("%s|%d|%t", p.Protocol, p.Shards, p.TLSInsecureSkipVerify)
 }
 
 func (p HTTPTransportPolicy) String() string {
diff --git a/service/http_transport_sharded.go b/service/http_transport_sharded.go
index 5e8341b..52a838a 100644
--- a/service/http_transport_sharded.go
+++ b/service/http_transport_sharded.go
@@ -2,7 +2,6 @@ package service
 
 import (
 	"crypto/tls"
-	"fmt"
 	"net/http"
 	"strings"
 	"sync"
@@ -69,15 +68,13 @@ func (s *shardedRoundTripper) RoundTrip(req *http.Request) (*http.Response, erro
 		}
 		logger.LogDebug(
 			req.Context(),
-			fmt.Sprintf(
-				"http transport: host=%s protocol=%s shard=%d/%d policy=%s negotiated=%s",
-				host,
-				s.policy.Protocol,
-				idx,
-				s.n,
-				s.policy.cacheKeyPart(),
-				proto,
-			),
+			"http transport: host=%s protocol=%s shard=%d/%d policy=%s negotiated=%s",
+			host,
+			s.policy.Protocol,
+			idx,
+			s.n,
+			s.policy.cacheKeyPart(),
+			proto,
 		)
 	}
 	return resp, err
diff --git a/service/image.go b/service/image.go
index 66181f6..f717866 100644
--- a/service/image.go
+++ b/service/image.go
@@ -30,7 +30,7 @@ func DecodeBase64ImageData(base64String string) (image.Config, string, string, e
 	// 将base64字符串解码为字节切片
 	decodedData, err := base64.StdEncoding.DecodeString(base64String)
 	if err != nil {
-		fmt.Println("Error: Failed to decode base64 string")
+		fmt.Println(common.LogText("Error: Failed to decode base64 string"))
 		return image.Config{}, "", "", fmt.Errorf("failed to decode base64 string: %s", err.Error())
 	}
 
@@ -119,7 +119,7 @@ func GetImageFromUrl(url string) (mimeType string, data string, err error) {
 func DecodeUrlImageData(imageUrl string) (image.Config, string, error) {
 	response, err := DoDownloadRequest(imageUrl)
 	if err != nil {
-		common.SysLog(fmt.Sprintf("fail to get image from url: %s", err.Error()))
+		common.SysLog(common.LogText("fail to get image from url: %s", err.Error()))
 		return image.Config{}, "", err
 	}
 	defer response.Body.Close()
@@ -137,7 +137,7 @@ func DecodeUrlImageData(imageUrl string) (image.Config, string, error) {
 
 	var readData []byte
 	for _, limit := range []int64{1024 * 8, 1024 * 24, 1024 * 64} {
-		common.SysLog(fmt.Sprintf("try to decode image config with limit: %d", limit))
+		common.SysLog(common.LogText("try to decode image config with limit: %d", limit))
 
 		// 从response.Body读取更多的数据直到达到当前的限制
 		additionalData := make([]byte, limit-int64(len(readData)))
@@ -170,13 +170,13 @@ func getImageConfig(reader io.Reader) (image.Config, string, error) {
 	if err == nil {
 		return config, format, nil
 	}
-	common.SysLog(fmt.Sprintf("fail to decode image config(gif, jpg, png): %s", err.Error()))
+	common.SysLog(common.LogText("fail to decode image config(gif, jpg, png): %s", err.Error()))
 
 	config, err = webp.DecodeConfig(bytes.NewReader(data))
 	if err == nil {
 		return config, "webp", nil
 	}
-	common.SysLog(fmt.Sprintf("fail to decode image config(webp): %s", err.Error()))
+	common.SysLog(common.LogText("fail to decode image config(webp): %s", err.Error()))
 
 	// Try HEIF/HEIC: parse ISOBMFF ispe box for dimensions
 	if heifMime := detectHEIF(data); heifMime != "" {
diff --git a/service/image_billing.go b/service/image_billing.go
index 7a8a573..8daaaae 100644
--- a/service/image_billing.go
+++ b/service/image_billing.go
@@ -4,10 +4,8 @@ import (
 	"errors"
 	"fmt"
 	"net/http"
-	"strings"
 
 	"github.com/QuantumNous/new-api/common"
-	"github.com/QuantumNous/new-api/constant"
 	"github.com/QuantumNous/new-api/pkg/billingexpr"
 	relaycommon "github.com/QuantumNous/new-api/relay/common"
 	"github.com/QuantumNous/new-api/relaykit/dto"
@@ -18,7 +16,7 @@ import (
 // PrepareImageBillingForRequest reserves the effective outbound image quantity
 // before each attempt, including channel retries and parameter overrides. The
 // client request body stays frozen; only the independent quantity is refreshed.
-func PrepareImageBillingForRequest(c *gin.Context, info *relaycommon.RelayInfo, count int, promptExtend bool) *types.NewAPIError {
+func PrepareImageBillingForRequest(c *gin.Context, info *relaycommon.RelayInfo, count int) *types.NewAPIError {
 	if count < 1 || count > dto.MaxImageN {
 		return types.NewErrorWithStatusCode(fmt.Errorf("image_count must be an integer between 1 and %d", dto.MaxImageN), types.ErrorCodeInvalidRequest, http.StatusBadRequest, types.ErrOptionWithSkipRetry())
 	}
@@ -42,6 +40,9 @@ func PrepareImageBillingForRequest(c *gin.Context, info *relaycommon.RelayInfo,
 			return types.NewErrorWithStatusCode(runErr, types.ErrorCodeModelPriceError, http.StatusBadRequest, types.ErrOptionWithSkipRetry())
 		}
 		beforeGroup := cost / 1_000_000 * snap.QuotaPerUnit
+		if trace.BillingUnit != billingexpr.BillingUnitRequest && snap.PreConsumeMultiplier != 0 {
+			beforeGroup *= snap.PreConsumeMultiplier
+		}
 		quota, err = billingexpr.QuotaRoundStrict(beforeGroup * info.PriceData.GroupRatioInfo.GroupRatio)
 		if err == nil {
 			snap.EstimatedImageCount = trace.ImageCount
@@ -54,17 +55,12 @@ func PrepareImageBillingForRequest(c *gin.Context, info *relaycommon.RelayInfo,
 		}
 	} else {
 		quantity := 1
-		if info.PriceData.UsePrice || info.ChannelType == constant.ChannelTypeAli {
+		if info.PriceData.UsePrice {
 			quantity = count
 		}
-		// Overwrite per-attempt ratios so a failed Ali attempt cannot leak its
-		// quantity or prompt-extension surcharge into another channel.
+		// Overwrite the per-attempt ratio so a failed attempt cannot leak its
+		// quantity into another channel.
 		info.PriceData.AddOtherRatio("n", float64(quantity))
-		extensionRatio := 1.0
-		if info.ChannelType == constant.ChannelTypeAli && strings.Contains(info.UpstreamModelName, "z-image") && promptExtend {
-			extensionRatio = common.ZImagePromptExtendMultiplier
-		}
-		info.PriceData.AddOtherRatio("prompt_extend", extensionRatio)
 		base := info.ImageQuotaBeforeGroup
 		if info.PriceData.UsePrice {
 			base = info.PriceData.ModelPrice * common.QuotaPerUnit
diff --git a/service/image_generation_group_test.go b/service/image_generation_group_test.go
index a0540d2..4206595 100644
--- a/service/image_generation_group_test.go
+++ b/service/image_generation_group_test.go
@@ -18,11 +18,11 @@ func TestDedicatedImageGenerationPoolSelection(t *testing.T) {
 	cfg := model_setting.GetGlobalSettings()
 	oldGroup, oldModels := cfg.ImageGenerationGroup, cfg.ImageGenerationModels
 	t.Cleanup(func() { cfg.ImageGenerationGroup, cfg.ImageGenerationModels = oldGroup, oldModels })
-	cfg.ImageGenerationGroup, cfg.ImageGenerationModels = "example-images", []string{"gpt-image-2"}
-	require.NoError(t, setting.UpdateUserUsableGroupsByJSONString(`{"default":"Default","vip":"VIP","example-images":"Images"}`))
-	require.NoError(t, ratio_setting.UpdateGroupRatioByJSONString(`{"default":1,"vip":2,"example-images":1.25}`))
+	cfg.ImageGenerationGroup, cfg.ImageGenerationModels = "gpt-images", []string{"gpt-image-2"}
+	require.NoError(t, setting.UpdateUserUsableGroupsByJSONString(`{"default":"Default","vip":"VIP","gpt-images":"Images"}`))
+	require.NoError(t, ratio_setting.UpdateGroupRatioByJSONString(`{"default":1,"vip":2,"gpt-images":1.25}`))
 	createChannelSelectAutoGroupsChannel(t, db, 8001, "default", "gpt-image-2")
-	createChannelSelectAutoGroupsChannel(t, db, 8002, "example-images", "gpt-image-2")
+	createChannelSelectAutoGroupsChannel(t, db, 8002, "gpt-images", "gpt-image-2")
 	model.InitChannelCache()
 	ResetGroupAvailability()
 	t.Cleanup(ResetGroupAvailability)
@@ -33,12 +33,12 @@ func TestDedicatedImageGenerationPoolSelection(t *testing.T) {
 			common.SetContextKey(c, constant.ContextKeyUserGroup, "default")
 			c.Set(model.TokenRoutingContextKey, &model.TokenRoutingPolicy{Version: 1, Mode: mode, Groups: []model.TokenGroupEntry{{Group: "default", Priority: 0}}})
 			entries := ResolveRequestPool(c, "gpt-image-2")
-			require.Equal(t, []model.TokenGroupEntry{{Group: "example-images", Priority: 0}}, entries)
+			require.Equal(t, []model.TokenGroupEntry{{Group: "gpt-images", Priority: 0}}, entries)
 			channel, group, err := CacheGetRandomSatisfiedChannel(&RetryParam{Ctx: c, TokenGroup: "default", ModelName: "gpt-image-2", Retry: common.GetPointer(0)})
 			require.NoError(t, err)
 			require.NotNil(t, channel)
 			require.Equal(t, 8002, channel.Id)
-			require.Equal(t, "example-images", group)
+			require.Equal(t, "gpt-images", group)
 		})
 	}
 	c, _ := gin.CreateTestContext(httptest.NewRecorder())
diff --git a/service/log_export.go b/service/log_export.go
new file mode 100644
index 0000000..20b8221
--- /dev/null
+++ b/service/log_export.go
@@ -0,0 +1,66 @@
+package service
+
+import (
+	"context"
+	"fmt"
+	"sync"
+	"time"
+
+	"github.com/QuantumNous/new-api/common"
+)
+
+const logExportLockTTL = time.Minute
+
+const logExportLockRenewScript = `
+if redis.call('GET', KEYS[1]) == ARGV[1] then
+  return redis.call('PEXPIRE', KEYS[1], ARGV[2])
+end
+return 0`
+
+const logExportLockReleaseScript = `
+if redis.call('GET', KEYS[1]) == ARGV[1] then
+  return redis.call('DEL', KEYS[1])
+end
+return 0`
+
+// logExportLocks holds the running exports when Redis is disabled.
+var logExportLocks sync.Map
+
+// AcquireLogExportLock reserves the one log export a user may run at a time.
+// With Redis the reservation spans all nodes and lapses within a minute if
+// this node dies. ok is false while another export of the user is running;
+// otherwise release must be called when the export ends.
+func AcquireLogExportLock(userId int) (release func(), ok bool, err error) {
+	if !common.RedisEnabled {
+		if _, running := logExportLocks.LoadOrStore(userId, struct{}{}); running {
+			return nil, false, nil
+		}
+		return func() { logExportLocks.Delete(userId) }, true, nil
+	}
+
+	ctx := context.Background()
+	key := fmt.Sprintf("log_export:%d", userId)
+	owner := common.GetRandomString(16)
+	acquired, err := common.RDB.SetNX(ctx, key, owner, logExportLockTTL).Result()
+	if err != nil || !acquired {
+		return nil, false, err
+	}
+
+	stop := make(chan struct{})
+	go func() {
+		ticker := time.NewTicker(logExportLockTTL / 3)
+		defer ticker.Stop()
+		for {
+			select {
+			case <-stop:
+				return
+			case <-ticker.C:
+				common.RDB.Eval(ctx, logExportLockRenewScript, []string{key}, owner, logExportLockTTL.Milliseconds())
+			}
+		}
+	}()
+	return func() {
+		close(stop)
+		common.RDB.Eval(ctx, logExportLockReleaseScript, []string{key}, owner)
+	}, true, nil
+}
diff --git a/service/log_info_generate.go b/service/log_info_generate.go
index 508ef7c..eeeeea8 100644
--- a/service/log_info_generate.go
+++ b/service/log_info_generate.go
@@ -2,8 +2,8 @@ package service
 
 import (
 	"encoding/base64"
-	"fmt"
 	"strings"
+	"time"
 
 	"github.com/QuantumNous/new-api/common"
 	"github.com/QuantumNous/new-api/constant"
@@ -42,7 +42,7 @@ func attachQuotaSaturation(ctx *gin.Context, relayInfo *relaycommon.RelayInfo, o
 		return
 	}
 	attachQuotaSaturationToOther(other, clamp)
-	logger.LogWarn(ctx, fmt.Sprintf("quota saturation on consume log: op=%s kind=%s original=%g clamped=%d user=%d model=%s",
+	logger.LogWarn(ctx, common.LogText("quota saturation on consume log: op=%s kind=%s original=%g clamped=%d user=%d model=%s",
 		clamp.Op, clamp.Kind, clamp.Original, clamp.Clamped, relayInfo.UserId, relayInfo.GetBillingModelName()))
 }
 
@@ -74,6 +74,9 @@ func AppendRelayLogAdminInfo(ctx *gin.Context, relayInfo *relaycommon.RelayInfo,
 	other.SetAdmin("use_channel", ctx.GetStringSlice("use_channel"))
 	appendRequestDetails(ctx, relayInfo, other)
 	if relayInfo != nil {
+		if timing := relayInfo.UpstreamTiming.Snapshot(); timing != nil {
+			other.SetAdmin("upstream_timing", timing)
+		}
 		if billingModel := relayInfo.GetBillingModelName(); billingModel != "" && billingModel != relayInfo.OriginModelName {
 			other.SetAdmin("billing_model", billingModel)
 		}
@@ -112,6 +115,7 @@ func GenerateTextOtherInfo(ctx *gin.Context, relayInfo *relaycommon.RelayInfo, m
 	other.SetPublic("model_price", modelPrice)
 	other.SetPublic("user_group_ratio", userGroupRatio)
 	other.SetPublic("frt", float64(relayInfo.FirstResponseTime.UnixMilli()-relayInfo.StartTime.UnixMilli()))
+	other.SetPublic("latency_ms", time.Since(relayInfo.StartTime).Milliseconds())
 	if relayInfo.ReasoningEffort != "" {
 		other.SetPublic("reasoning_effort", relayInfo.ReasoningEffort)
 	}
@@ -141,8 +145,7 @@ func AppendResponseModelLogInfo(relayInfo *relaycommon.RelayInfo, other *model.L
 		return
 	}
 	observation := relayInfo.ResponseModel
-	if !observation.Mismatch &&
-		observation.ReturnedModel == observation.RequestedModel &&
+	if observation.ReturnedModel == observation.RequestedModel &&
 		(observation.UpstreamModel == "" || observation.UpstreamModel == observation.RequestedModel) &&
 		(relayInfo.ChannelMeta == nil || !relayInfo.IsModelMapped) {
 		return
diff --git a/service/midjourney.go b/service/midjourney.go
index c7783fd..1b29036 100644
--- a/service/midjourney.go
+++ b/service/midjourney.go
@@ -100,7 +100,7 @@ func RefundMidjourneyQuota(ctx context.Context, task *model.Midjourney, reason s
 	}
 
 	if err := model.IncreaseUserQuota(task.UserId, quota, false); err != nil {
-		logger.LogWarn(ctx, fmt.Sprintf("退还 Midjourney 用户额度失败 task %s: %s", task.MjId, err.Error()))
+		logger.LogWarn(ctx, common.LogText("failed to refund Midjourney user quota, task %s: %s", task.MjId, err.Error()))
 		return false
 	}
 
@@ -108,7 +108,7 @@ func RefundMidjourneyQuota(ctx context.Context, task *model.Midjourney, reason s
 		tokenKey := resolveTokenKey(ctx, task.TokenId, task.MjId)
 		if tokenKey != "" {
 			if err := model.IncreaseTokenQuota(task.TokenId, tokenKey, quota); err != nil {
-				logger.LogWarn(ctx, fmt.Sprintf("退还 Midjourney 令牌额度失败 task %s: %s", task.MjId, err.Error()))
+				logger.LogWarn(ctx, common.LogText("failed to refund Midjourney token quota, task %s: %s", task.MjId, err.Error()))
 			}
 		}
 	}
@@ -122,7 +122,6 @@ func RefundMidjourneyQuota(ctx context.Context, task *model.Midjourney, reason s
 	model.RecordTaskBillingLog(model.RecordTaskBillingLogParams{
 		UserId:    task.UserId,
 		LogType:   model.LogTypeRefund,
-		Content:   "",
 		ChannelId: billingChannelId,
 		ModelName: CovertMjpActionToModelName(task.Action),
 		Quota:     quota,
@@ -132,7 +131,7 @@ func RefundMidjourneyQuota(ctx context.Context, task *model.Midjourney, reason s
 
 	task.Quota = 0
 	if err := task.UpdateBillingState(); err != nil {
-		logger.LogError(ctx, fmt.Sprintf("Midjourney 退款成功但清除 quota 失败 task %s: %s", task.MjId, err.Error()))
+		logger.LogError(ctx, common.LogText("Midjourney refund succeeded but clearing the quota failed, task %s: %s", task.MjId, err.Error()))
 	}
 	return true
 }
@@ -348,7 +347,7 @@ func DoMidjourneyHttpRequest(c *gin.Context, timeout time.Duration, fullRequestU
 	defer cancel()
 	resp, err := GetHttpClient().Do(req)
 	if err != nil {
-		common.SysLog("do request failed: " + err.Error())
+		common.SysLog(common.LogText("do request failed: %s", err.Error()))
 		return MidjourneyErrorWithStatusCodeWrapper(constant.MjErrorUnknown, "do_request_failed", http.StatusInternalServerError), nullBytes, err
 	}
 	statusCode := resp.StatusCode
diff --git a/service/passkey/service.go b/service/passkey/service.go
index 39c020e..54334e0 100644
--- a/service/passkey/service.go
+++ b/service/passkey/service.go
@@ -168,7 +168,7 @@ func resolveOrigins(r *http.Request, settings *system_setting.PasskeySettings) (
 				continue
 			}
 			if !settings.AllowInsecureOrigin && strings.HasPrefix(strings.ToLower(trimmed), "http://") {
-				return nil, fmt.Errorf("Passkey 不允许使用不安全的 Origin: %s", trimmed)
+				return nil, fmt.Errorf("passkey does not allow the insecure origin %s", trimmed)
 			}
 			origins = append(origins, trimmed)
 		}
@@ -182,7 +182,7 @@ func resolveOrigins(r *http.Request, settings *system_setting.PasskeySettings) (
 autoDetect:
 	scheme := detectScheme(r)
 	if scheme == "http" && !settings.AllowInsecureOrigin && r.Host != "localhost" && r.Host != "127.0.0.1" && !strings.HasPrefix(r.Host, "127.0.0.1:") && !strings.HasPrefix(r.Host, "localhost:") {
-		return nil, fmt.Errorf("Passkey 仅支持 HTTPS，当前访问: %s://%s，请在 Passkey 设置中允许不安全 Origin 或配置 HTTPS", scheme, r.Host)
+		return nil, fmt.Errorf("passkey requires HTTPS, current request: %s://%s; allow insecure origins in the Passkey settings or configure HTTPS", scheme, r.Host)
 	}
 	// 优先使用请求的完整Host（包含端口）
 	host := r.Host
@@ -197,7 +197,7 @@ autoDetect:
 		}
 	}
 	if host == "" {
-		return nil, fmt.Errorf("无法确定 Passkey 的 Origin，请在系统设置或 Passkey 设置中指定。当前 Host: '%s', ServerAddress: '%s'", r.Host, system_setting.ServerAddress)
+		return nil, fmt.Errorf("cannot determine the Passkey origin; set it in the system settings or the Passkey settings. Host: '%s', ServerAddress: '%s'", r.Host, system_setting.ServerAddress)
 	}
 	if scheme == "" {
 		scheme = "https"
@@ -212,11 +212,11 @@ func resolveRPID(r *http.Request, settings *system_setting.PasskeySettings, orig
 		return hostWithoutPort(rpID), nil
 	}
 	if len(origins) == 0 {
-		return "", errors.New("Passkey 未配置 Origin，无法推导 RPID")
+		return "", errors.New("passkey origin is not configured, cannot derive the RP ID")
 	}
 	parsed, err := url.Parse(origins[0])
 	if err != nil {
-		return "", fmt.Errorf("无法解析 Passkey Origin: %w", err)
+		return "", fmt.Errorf("failed to parse the Passkey origin: %w", err)
 	}
 	return hostWithoutPort(parsed.Host), nil
 }
diff --git a/service/passkey/session.go b/service/passkey/session.go
index c38de98..e3aec11 100644
--- a/service/passkey/session.go
+++ b/service/passkey/session.go
@@ -29,7 +29,7 @@ type FlowSecurity struct {
 
 func CreateSessionDataFlow(purpose string, security FlowSecurity, data *webauthn.SessionData) (string, int64, error) {
 	if data == nil {
-		return "", 0, errors.New("Passkey 会话数据不能为空")
+		return "", 0, errors.New("passkey session data is empty")
 	}
 	if purpose == model.AuthFlowPurposeLoginPasskey {
 		if security.UserID <= 0 || security.UserAuthVersion <= 0 || security.LoginFlowID <= 0 || security.LoginExpiresAt <= time.Now().Unix() || security.SessionID != "" || security.SessionVersion != 0 {
diff --git a/service/pool_failover.go b/service/pool_failover.go
index 74057d1..c45f73d 100644
--- a/service/pool_failover.go
+++ b/service/pool_failover.go
@@ -2,6 +2,7 @@ package service
 
 import (
 	"fmt"
+	"net/http"
 	"sync"
 	"time"
 
@@ -163,7 +164,13 @@ func IsPoolFailoverError(c *gin.Context, err *types.NewAPIError) bool {
 	if c.Writer != nil && c.Writer.Written() {
 		return false
 	}
-	if err.StatusCode < 500 || err.StatusCode > 599 {
+	if err.StatusCode == http.StatusForbidden {
+		// Only upstream refusals participate in pool failover. Local permission
+		// failures must not gain the pool's retry budget or override strict affinity.
+		if err.GetErrorType() == types.ErrorTypeNewAPIError {
+			return false
+		}
+	} else if err.StatusCode < 500 || err.StatusCode > 599 {
 		return false
 	}
 	return !operation_setting.IsAlwaysSkipRetryStatusCode(err.StatusCode) && !operation_setting.IsAlwaysSkipRetryCode(err.GetErrorCode()) && operation_setting.ShouldRetryByStatusCode(err.StatusCode)
diff --git a/service/protected_fetch_client.go b/service/protected_fetch_client.go
index 9d1d4cc..d659edc 100644
--- a/service/protected_fetch_client.go
+++ b/service/protected_fetch_client.go
@@ -162,7 +162,7 @@ func (t *ssrfProtectedRoundTripper) newTransport(proxyURL *url.URL) *http.Transp
 		DialContext:         dialContext,
 	}
 	if common.TLSInsecureSkipVerify {
-		transport.TLSClientConfig = common.InsecureTLSConfig
+		transport.TLSClientConfig = common.InsecureTLSConfig.Clone()
 	}
 	return transport
 }
diff --git a/service/quota.go b/service/quota.go
index 7a3a9f4..a951a53 100644
--- a/service/quota.go
+++ b/service/quota.go
@@ -7,6 +7,7 @@ import (
 	"time"
 
 	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/i18n"
 	"github.com/QuantumNous/new-api/logger"
 	"github.com/QuantumNous/new-api/model"
 	"github.com/QuantumNous/new-api/pkg/billingexpr"
@@ -135,12 +136,12 @@ func PreWssConsumeQuota(ctx *gin.Context, relayInfo *relaycommon.RelayInfo, usag
 	if err != nil {
 		return err
 	}
-	logger.LogInfo(ctx, "realtime streaming consume quota success, quota: "+fmt.Sprintf("%d", quota))
+	logger.LogInfo(ctx, common.LogText("realtime streaming consume quota success, quota: %d", quota))
 	return nil
 }
 
 func PostWssConsumeQuota(ctx *gin.Context, relayInfo *relaycommon.RelayInfo, modelName string,
-	usage *dto.RealtimeUsage, extraContent string) {
+	usage *dto.RealtimeUsage, extraContent []*common.Message) {
 
 	var tieredResult *billingexpr.TieredResult
 	tieredOk, tieredQuota, tieredRes := TryTieredSettle(relayInfo, billingexpr.TokenParams{
@@ -191,12 +192,20 @@ func PostWssConsumeQuota(ctx *gin.Context, relayInfo *relaycommon.RelayInfo, mod
 	}
 
 	totalTokens := usage.TotalTokens
-	var logContent string
+	var logContent []*common.Message
 	if !usePrice {
-		logContent = fmt.Sprintf("模型倍率 %.2f，补全倍率 %.2f，音频倍率 %.2f，音频补全倍率 %.2f，分组倍率 %.2f",
-			modelRatio, completionRatio.InexactFloat64(), audioRatio.InexactFloat64(), audioCompletionRatio.InexactFloat64(), groupRatio)
+		logContent = append(logContent, common.NewMessage("Model ratio {{model_ratio}}, completion ratio {{completion_ratio}}, audio ratio {{audio_ratio}}, audio completion ratio {{audio_completion_ratio}}, group ratio {{group_ratio}}", map[string]any{
+			"model_ratio":            fmt.Sprintf("%.2f", modelRatio),
+			"completion_ratio":       fmt.Sprintf("%.2f", completionRatio.InexactFloat64()),
+			"audio_ratio":            fmt.Sprintf("%.2f", audioRatio.InexactFloat64()),
+			"audio_completion_ratio": fmt.Sprintf("%.2f", audioCompletionRatio.InexactFloat64()),
+			"group_ratio":            fmt.Sprintf("%.2f", groupRatio),
+		}))
 	} else {
-		logContent = fmt.Sprintf("模型价格 %.2f，分组倍率 %.2f", modelPrice, groupRatio)
+		logContent = append(logContent, common.NewMessage("Model price {{model_price}}, group ratio {{group_ratio}}", map[string]any{
+			"model_price": fmt.Sprintf("%.2f", modelPrice),
+			"group_ratio": fmt.Sprintf("%.2f", groupRatio),
+		}))
 	}
 
 	// record all the consume log even if quota is 0
@@ -204,22 +213,20 @@ func PostWssConsumeQuota(ctx *gin.Context, relayInfo *relaycommon.RelayInfo, mod
 		// in this case, must be some error happened
 		// we cannot just return, because we may have to return the pre-consumed quota
 		quota = 0
-		logContent += "（可能是上游超时）"
-		logger.LogError(ctx, fmt.Sprintf("total tokens is 0, cannot consume quota, userId %d, channelId %d, "+
-			"tokenId %d, model %s， pre-consumed quota %d", relayInfo.UserId, relayInfo.ChannelId, relayInfo.TokenId, modelName, relayInfo.FinalPreConsumedQuota))
+		logContent = append(logContent, common.NewMessage("Possibly an upstream timeout"))
+		logger.LogError(ctx, common.LogText("total tokens is 0, cannot consume quota, userId %d, channelId %d, tokenId %d, model %s， pre-consumed quota %d",
+			relayInfo.UserId, relayInfo.ChannelId, relayInfo.TokenId, modelName, relayInfo.FinalPreConsumedQuota))
 	} else {
 		model.UpdateUserUsedQuotaAndRequestCount(relayInfo.UserId, quota)
 		model.UpdateChannelUsedQuota(relayInfo.ChannelId, quota)
 	}
 
 	if err := SettleBilling(ctx, relayInfo, quota); err != nil {
-		logger.LogError(ctx, "error settling billing: "+err.Error())
+		logger.LogError(ctx, common.LogText("error settling billing: %s", err.Error()))
 	}
 
 	logModel := modelName
-	if extraContent != "" {
-		logContent += ", " + extraContent
-	}
+	logContent = append(logContent, extraContent...)
 	other := GenerateWssOtherInfo(ctx, relayInfo, usage, modelRatio, groupRatio,
 		completionRatio.InexactFloat64(), audioRatio.InexactFloat64(), audioCompletionRatio.InexactFloat64(), modelPrice, relayInfo.PriceData.GroupRatioInfo.GroupSpecialRatio)
 	if tieredResult != nil {
@@ -268,7 +275,7 @@ func CalcOpenRouterCacheCreateTokens(usage dto.Usage, priceData types.PriceData)
 	return quota
 }
 
-func PostAudioConsumeQuota(ctx *gin.Context, relayInfo *relaycommon.RelayInfo, usage *dto.Usage, extraContent string) {
+func PostAudioConsumeQuota(ctx *gin.Context, relayInfo *relaycommon.RelayInfo, usage *dto.Usage, extraContent []*common.Message) {
 	if usage == nil {
 		usage = &dto.Usage{PromptTokens: relayInfo.GetEstimatePromptTokens(), TotalTokens: relayInfo.GetEstimatePromptTokens()}
 	}
@@ -324,12 +331,20 @@ func PostAudioConsumeQuota(ctx *gin.Context, relayInfo *relaycommon.RelayInfo, u
 	}
 
 	totalTokens := usage.TotalTokens
-	var logContent string
+	var logContent []*common.Message
 	if !usePrice {
-		logContent = fmt.Sprintf("模型倍率 %.2f，补全倍率 %.2f，音频倍率 %.2f，音频补全倍率 %.2f，分组倍率 %.2f",
-			modelRatio, completionRatio.InexactFloat64(), audioRatio.InexactFloat64(), audioCompletionRatio.InexactFloat64(), groupRatio)
+		logContent = append(logContent, common.NewMessage("Model ratio {{model_ratio}}, completion ratio {{completion_ratio}}, audio ratio {{audio_ratio}}, audio completion ratio {{audio_completion_ratio}}, group ratio {{group_ratio}}", map[string]any{
+			"model_ratio":            fmt.Sprintf("%.2f", modelRatio),
+			"completion_ratio":       fmt.Sprintf("%.2f", completionRatio.InexactFloat64()),
+			"audio_ratio":            fmt.Sprintf("%.2f", audioRatio.InexactFloat64()),
+			"audio_completion_ratio": fmt.Sprintf("%.2f", audioCompletionRatio.InexactFloat64()),
+			"group_ratio":            fmt.Sprintf("%.2f", groupRatio),
+		}))
 	} else {
-		logContent = fmt.Sprintf("模型价格 %.2f，分组倍率 %.2f", modelPrice, groupRatio)
+		logContent = append(logContent, common.NewMessage("Model price {{model_price}}, group ratio {{group_ratio}}", map[string]any{
+			"model_price": fmt.Sprintf("%.2f", modelPrice),
+			"group_ratio": fmt.Sprintf("%.2f", groupRatio),
+		}))
 	}
 
 	// record all the consume log even if quota is 0
@@ -337,22 +352,20 @@ func PostAudioConsumeQuota(ctx *gin.Context, relayInfo *relaycommon.RelayInfo, u
 		// in this case, must be some error happened
 		// we cannot just return, because we may have to return the pre-consumed quota
 		quota = 0
-		logContent += "（可能是上游超时）"
-		logger.LogError(ctx, fmt.Sprintf("total tokens is 0, cannot consume quota, userId %d, channelId %d, "+
-			"tokenId %d, model %s， pre-consumed quota %d", relayInfo.UserId, relayInfo.ChannelId, relayInfo.TokenId, billingModelName, relayInfo.FinalPreConsumedQuota))
+		logContent = append(logContent, common.NewMessage("Possibly an upstream timeout"))
+		logger.LogError(ctx, common.LogText("total tokens is 0, cannot consume quota, userId %d, channelId %d, tokenId %d, model %s， pre-consumed quota %d",
+			relayInfo.UserId, relayInfo.ChannelId, relayInfo.TokenId, billingModelName, relayInfo.FinalPreConsumedQuota))
 	} else {
 		model.UpdateUserUsedQuotaAndRequestCount(relayInfo.UserId, quota)
 		model.UpdateChannelUsedQuota(relayInfo.ChannelId, quota)
 	}
 
 	if err := SettleBilling(ctx, relayInfo, quota); err != nil {
-		logger.LogError(ctx, "error settling billing: "+err.Error())
+		logger.LogError(ctx, common.LogText("error settling billing: %s", err.Error()))
 	}
 
 	logModel := billingModelName
-	if extraContent != "" {
-		logContent += ", " + extraContent
-	}
+	logContent = append(logContent, extraContent...)
 	other := GenerateAudioOtherInfo(ctx, relayInfo, usage, modelRatio, groupRatio,
 		completionRatio.InexactFloat64(), audioRatio.InexactFloat64(), audioCompletionRatio.InexactFloat64(), modelPrice, relayInfo.PriceData.GroupRatioInfo.GroupSpecialRatio)
 	if tieredResult != nil {
@@ -378,7 +391,7 @@ func PostAudioConsumeQuota(ctx *gin.Context, relayInfo *relaycommon.RelayInfo, u
 
 func PreConsumeTokenQuota(relayInfo *relaycommon.RelayInfo, quota int) error {
 	if quota < 0 {
-		return errors.New("quota 不能为负数！")
+		return errors.New("quota cannot be negative")
 	}
 	if relayInfo.IsPlayground {
 		return nil
@@ -459,47 +472,18 @@ func postConsumeQuotaWithResult(relayInfo *relaycommon.RelayInfo, quota int, pre
 func checkAndSendQuotaNotify(relayInfo *relaycommon.RelayInfo, quota int, preConsumedQuota int) {
 	gopool.Go(func() {
 		userSetting := relayInfo.UserSetting
-		threshold := common.QuotaRemindThreshold
-		if userSetting.QuotaWarningThreshold != 0 {
-			threshold = int(userSetting.QuotaWarningThreshold)
+		// UserQuota is the balance before this request; quota plus
+		// preConsumedQuota is what the request finally cost.
+		balanceAfter := relayInfo.UserQuota - (quota + preConsumedQuota)
+		if !quotaReminderDue(userSetting, int64(relayInfo.UserQuota), int64(balanceAfter)) {
+			return
 		}
-
-		//noMoreQuota := userCache.Quota-(quota+preConsumedQuota) <= 0
-		quotaTooLow := false
-		consumeQuota := quota + preConsumedQuota
-		if relayInfo.UserQuota-consumeQuota < threshold {
-			quotaTooLow = true
-		}
-		if quotaTooLow {
-			prompt := "您的额度即将用尽"
-			topUpLink := PaymentReturnURL("/wallet")
-
-			// 根据通知方式生成不同的内容格式
-			var content string
-			var values []any
-
-			notifyType := userSetting.NotifyType
-			if notifyType == "" {
-				notifyType = dto.NotifyTypeEmail
-			}
-
-			if notifyType == dto.NotifyTypeBark {
-				// Bark推送使用简短文本，不支持HTML
-				content = "{{value}}，剩余额度：{{value}}，请及时充值"
-				values = []any{prompt, logger.FormatQuota(relayInfo.UserQuota)}
-			} else if notifyType == dto.NotifyTypeGotify {
-				content = "{{value}}，当前剩余额度为 {{value}}，请及时充值。"
-				values = []any{prompt, logger.FormatQuota(relayInfo.UserQuota)}
-			} else {
-				// 默认内容格式，适用于Email和Webhook（支持HTML）
-				content = "{{value}}，当前剩余额度为 {{value}}，为了不影响您的使用，请及时充值。<br/>充值链接：<a href='{{value}}'>{{value}}</a>"
-				values = []any{prompt, logger.FormatQuota(relayInfo.UserQuota), topUpLink, topUpLink}
-			}
-
-			err := NotifyUser(relayInfo.UserId, relayInfo.UserEmail, relayInfo.UserSetting, dto.NewNotify(dto.NotifyTypeQuotaExceed, prompt, content, values))
-			if err != nil {
-				common.SysError(fmt.Sprintf("failed to send quota notify to user %d: %s", relayInfo.UserId, err.Error()))
-			}
+		lang := userSetting.Language
+		prompt := i18n.Translate(lang, i18n.MsgNotifyQuotaLowTitle)
+		content, values := quotaNotifyContent(lang, userSetting.NotifyType, prompt, logger.FormatQuota(balanceAfter))
+		err := NotifyUser(relayInfo.UserId, relayInfo.UserEmail, relayInfo.UserSetting, dto.NewNotify(dto.NotifyTypeQuotaExceed, prompt, content, values))
+		if err != nil {
+			common.SysError(common.LogText("failed to send quota notify to user %d: %s", relayInfo.UserId, err.Error()))
 		}
 	})
 }
@@ -514,40 +498,54 @@ func checkAndSendSubscriptionQuotaNotify(relayInfo *relaycommon.RelayInfo) {
 		}
 
 		userSetting := relayInfo.UserSetting
-		threshold := common.QuotaRemindThreshold
-		if userSetting.QuotaWarningThreshold != 0 {
-			threshold = int(userSetting.QuotaWarningThreshold)
-		}
-
+		usedBefore := relayInfo.SubscriptionAmountUsedAfterPreConsume - relayInfo.SubscriptionPreConsumed
 		usedAfter := relayInfo.SubscriptionAmountUsedAfterPreConsume + relayInfo.SubscriptionPostDelta
 		remaining := relayInfo.SubscriptionAmountTotal - usedAfter
-		if remaining >= int64(threshold) {
+		if !quotaReminderDue(userSetting, relayInfo.SubscriptionAmountTotal-usedBefore, remaining) {
 			return
 		}
 
-		prompt := "您的订阅额度即将用尽"
-		topUpLink := PaymentReturnURL("/wallet")
-
-		var content string
-		var values []any
-		notifyType := userSetting.NotifyType
-		if notifyType == "" {
-			notifyType = dto.NotifyTypeEmail
-		}
-
-		if notifyType == dto.NotifyTypeBark {
-			content = "{{value}}，剩余额度：{{value}}，请及时充值"
-			values = []any{prompt, logger.FormatQuota(int(remaining))}
-		} else if notifyType == dto.NotifyTypeGotify {
-			content = "{{value}}，当前剩余额度为 {{value}}，请及时充值。"
-			values = []any{prompt, logger.FormatQuota(int(remaining))}
-		} else {
-			content = "{{value}}，当前剩余额度为 {{value}}，为了不影响您的使用，请及时充值。<br/>充值链接：<a href='{{value}}'>{{value}}</a>"
-			values = []any{prompt, logger.FormatQuota(int(remaining)), topUpLink, topUpLink}
-		}
-
+		lang := userSetting.Language
+		prompt := i18n.Translate(lang, i18n.MsgNotifySubscriptionQuotaLowTitle)
+		content, values := quotaNotifyContent(lang, userSetting.NotifyType, prompt, logger.FormatQuota(int(remaining)))
 		if err := NotifyUser(relayInfo.UserId, relayInfo.UserEmail, relayInfo.UserSetting, dto.NewNotify(dto.NotifyTypeQuotaExceed, prompt, content, values)); err != nil {
-			common.SysError(fmt.Sprintf("failed to send subscription quota notify to user %d: %s", relayInfo.UserId, err.Error()))
+			common.SysError(common.LogText("failed to send subscription quota notify to user %d: %s", relayInfo.UserId, err.Error()))
 		}
 	})
 }
+
+// quotaReminderDue reports whether a charge that moved a balance (wallet or
+// subscription) from before to after earns a low-balance reminder. The site
+// and the user must both have reminders on, and the charge must cross the
+// user's threshold, or the site default when the user set none. A balance
+// already below the threshold earns nothing more until a top-up lifts it back
+// above, so a user gets one reminder per drop.
+func quotaReminderDue(userSetting dto.UserSetting, before int64, after int64) bool {
+	if !common.QuotaRemindEnabled {
+		return false
+	}
+	if userSetting.QuotaWarningEnabled != nil && !*userSetting.QuotaWarningEnabled {
+		return false
+	}
+	threshold := float64(common.QuotaRemindThreshold)
+	if userSetting.QuotaWarningThreshold != 0 {
+		threshold = userSetting.QuotaWarningThreshold
+	}
+	return float64(before) >= threshold && float64(after) < threshold
+}
+
+// quotaNotifyContent renders a low-quota notice in the user's saved language.
+// Bark and Gotify get plain text; email and webhook get HTML with the top-up
+// link. values stay in the notify payload for webhook receivers.
+func quotaNotifyContent(lang string, notifyType string, prompt string, remaining string) (string, []any) {
+	switch notifyType {
+	case dto.NotifyTypeBark:
+		// Bark推送使用简短文本，不支持HTML
+		return i18n.Translate(lang, i18n.MsgNotifyQuotaLowBark, map[string]any{"Prompt": prompt, "Quota": remaining}), []any{prompt, remaining}
+	case dto.NotifyTypeGotify:
+		return i18n.Translate(lang, i18n.MsgNotifyQuotaLowGotify, map[string]any{"Prompt": prompt, "Quota": remaining}), []any{prompt, remaining}
+	default:
+		topUpLink := PaymentReturnURL("/wallet")
+		return i18n.Translate(lang, i18n.MsgNotifyQuotaLowEmail, map[string]any{"Prompt": prompt, "Quota": remaining, "Link": topUpLink}), []any{prompt, remaining, topUpLink, topUpLink}
+	}
+}
diff --git a/service/relay_attempt.go b/service/relay_attempt.go
index 2023fc6..fce564b 100644
--- a/service/relay_attempt.go
+++ b/service/relay_attempt.go
@@ -9,6 +9,7 @@ import (
 	"github.com/QuantumNous/new-api/common"
 	"github.com/QuantumNous/new-api/constant"
 	"github.com/QuantumNous/new-api/model"
+"github.com/QuantumNous/new-api/tokenkit"
 	relaycommon "github.com/QuantumNous/new-api/relay/common"
 	"github.com/QuantumNous/new-api/relaykit/dto"
 	"github.com/QuantumNous/new-api/relaykit/types"
@@ -70,7 +71,7 @@ func resolveAttemptGuardResult(reason string, info *relaycommon.RelayInfo) strin
 		return reason
 	}
 	if info != nil && info.ResponseModel != nil && info.ResponseModel.ReturnedModel != "" {
-		if info.ResponseModel.Mismatch {
+		if info.ResponseModel.Mismatch() {
 			return "mismatch_allowed"
 		}
 		return "accepted"
@@ -120,7 +121,7 @@ func recordDurableAttempt(c *gin.Context, info *relaycommon.RelayInfo, usage *dt
 	if reason != "accepted" && reason != "unchecked" {
 		params.Other.SetPublic("model_guard_result", reason)
 	}
-	log := &model.Log{UserId: info.UserId, Username: common.GetContextKeyString(c, constant.ContextKeyUserName), CreatedAt: time.Now().Unix(), Type: model.LogTypeConsume, Content: params.Content, TokenName: params.TokenName, ModelName: params.ModelName, Quota: params.Quota, PromptTokens: params.PromptTokens, CompletionTokens: params.CompletionTokens, UseTime: params.UseTimeSeconds, IsStream: params.IsStream, ChannelId: params.ChannelId, TokenId: params.TokenId, Group: params.Group, RequestId: info.RequestId, Other: params.Other.JSONString(), CorrelationKey: c.GetString("log_correlation_key")}
+	log := &model.Log{UserId: info.UserId, Username: common.GetContextKeyString(c, constant.ContextKeyUserName), CreatedAt: time.Now().Unix(), Type: model.LogTypeConsume, Content: params.Other.SetContent(params.Content), TokenName: params.TokenName, ModelName: params.ModelName, Quota: params.Quota, PromptTokens: params.PromptTokens, CompletionTokens: params.CompletionTokens, UseTime: params.UseTimeSeconds, IsStream: params.IsStream, ChannelId: params.ChannelId, TokenId: params.TokenId, Group: params.Group, RequestId: info.RequestId, Other: params.Other.JSONString(), CorrelationKey: c.GetString("log_correlation_key")}
 	billable := params.Quota > 0 || params.PromptTokens > 0 || params.CompletionTokens > 0
 	usageBody, _ := common.Marshal(usage)
 	logBody, _ := common.Marshal(log)
@@ -216,14 +217,14 @@ func (collector *GuardUsageCollector) Observe(payload []byte, stream bool) {
 		if collector.outputTokens == 0 {
 			text := ExtractOutputTextFromResponses(event.Response)
 			if text != "" {
-				collector.outputTokens = CountTextToken(text, collector.info.OriginModelName)
+				collector.outputTokens = tokenkit.Count(collector.info.OriginModelName, text)
 				collector.observed = true
 			}
 		}
 	}
 	if strings.HasSuffix(event.Type, ".delta") && event.Delta != "" {
 		collector.observed = true
-		collector.outputTokens += CountTextToken(event.Delta, collector.info.OriginModelName)
+		collector.outputTokens += tokenkit.Count(collector.info.OriginModelName, event.Delta)
 	}
 	if collector.hasUsage || collector.observed || collector.ctx.GetString("attempt_returned_model") != "" && collector.ctx.GetString("attempt_returned_model") != collector.info.OriginModelName {
 		if time.Since(collector.lastCheckpoint) > time.Second || collector.hasUsage {
diff --git a/service/relay_attempt_test.go b/service/relay_attempt_test.go
index 8ff27d7..0a27b75 100644
--- a/service/relay_attempt_test.go
+++ b/service/relay_attempt_test.go
@@ -24,7 +24,6 @@ func TestResolveAttemptGuardResultForDetectionOnly(t *testing.T) {
 		info := &relaycommon.RelayInfo{ResponseModel: &relaycommon.ResponseModel{
 			RequestedModel: "gpt-6-astra",
 			ReturnedModel:  "gpt-5.6-luna",
-			Mismatch:       true,
 		}}
 		require.Equal(t, "mismatch_allowed", resolveAttemptGuardResult("", info))
 	})
diff --git a/service/relay_error.go b/service/relay_error.go
index 74330f7..3dc200e 100644
--- a/service/relay_error.go
+++ b/service/relay_error.go
@@ -71,7 +71,7 @@ func ProcessChannelError(c *gin.Context, channelError types.ChannelError, err *t
 	if err == nil {
 		return
 	}
-	logger.LogError(c, fmt.Sprintf("channel error (channel #%d, status code: %d): %s", channelError.ChannelId, err.StatusCode, common.LocalLogPreview(err.MaskSensitiveErrorWithStatusCode())))
+	logger.LogError(c, common.LogText("channel error (channel #%d, status code: %d): %s", channelError.ChannelId, err.StatusCode, common.LocalLogPreview(err.MaskSensitiveErrorWithStatusCode())))
 	if err.GetErrorCode() != relaycommon.ResponseGuardErrorCode && ShouldDisableChannel(err) && channelError.AutoBan {
 		reason := err.MaskSensitiveErrorWithStatusCode()
 		gopool.Go(func() {
diff --git a/service/relay_error_test.go b/service/relay_error_test.go
index 782ebec..59b5098 100644
--- a/service/relay_error_test.go
+++ b/service/relay_error_test.go
@@ -156,6 +156,7 @@ func TestProcessChannelErrorMasksDisableReasonAndNotification(t *testing.T) {
 	notifyLimitStore.Delete(notifyKey)
 	t.Cleanup(func() { notifyLimitStore.Delete(notifyKey) })
 	c, _ := gin.CreateTestContext(httptest.NewRecorder())
+	common.SetContextKey(c, constant.ContextKeyChannelBaseUrl, "https://private.example.com")
 	apiErr := types.NewErrorWithStatusCode(errors.New("upstream https://private.example.com/path?token=review-token api_key:review-secret"), types.ErrorCodeChannelNoAvailableKey, http.StatusUnauthorized)
 	ProcessChannelError(c, types.ChannelError{ChannelId: channel.Id, ChannelName: channel.Name, AutoBan: true}, apiErr, nil)
 	var notification WebhookPayload
@@ -176,6 +177,72 @@ func TestProcessChannelErrorMasksDisableReasonAndNotification(t *testing.T) {
 	assert.Equal(t, http.StatusUnauthorized, apiErr.StatusCode)
 }
 
+// Only addresses the admin configured are masked: a channel on the base URL
+// new-api presets reaches a public official endpoint, and so do adaptors that
+// build official endpoints themselves.
+func TestUpstreamAddressesMaskOnlyConfiguredAddresses(t *testing.T) {
+	for _, tc := range []struct {
+		name        string
+		channelType int
+		baseURL     string
+		origin      string
+		proxyEnv    string
+		message     string
+		want        string
+	}{
+		{
+			name:        "preset base URL stays readable",
+			channelType: constant.ChannelTypeAnthropic,
+			baseURL:     "https://api.anthropic.com",
+			origin:      "https://api.anthropic.com",
+			message:     "request to https://api.anthropic.com/v1/messages failed, see https://platform.claude.com/docs/en/build-with-claude/task-budgets",
+			want:        "request to https://api.anthropic.com/v1/messages failed, see https://platform.claude.com/docs/en/build-with-claude/task-budgets",
+		},
+		{
+			name:        "official endpoint built by the adaptor stays readable",
+			channelType: constant.ChannelTypeVertexAi,
+			origin:      "https://us-central1-aiplatform.googleapis.com",
+			message:     "request to https://us-central1-aiplatform.googleapis.com/v1/projects failed",
+			want:        "request to https://us-central1-aiplatform.googleapis.com/v1/projects failed",
+		},
+		{
+			name:        "configured base URL is masked",
+			channelType: constant.ChannelTypeOpenAI,
+			baseURL:     "https://relay.private.example",
+			origin:      "https://relay.private.example",
+			message:     "request to https://relay.private.example/v1/chat/completions failed",
+			want:        "request to https://***.example/***/***/*** failed",
+		},
+		{
+			name:        "absolute Advanced Custom route is masked",
+			channelType: constant.ChannelTypeAdvancedCustom,
+			origin:      "https://route.private.example",
+			message:     "dial tcp: lookup route.private.example: no such host",
+			want:        "dial tcp: lookup ***.***.example: no such host",
+		},
+		{
+			name:        "environment proxy is masked on a preset channel",
+			channelType: constant.ChannelTypeAnthropic,
+			baseURL:     "https://api.anthropic.com",
+			proxyEnv:    "http://egress.private.invalid:8080",
+			message:     "proxyconnect tcp: dial tcp: lookup egress.private.invalid: no such host",
+			want:        "proxyconnect tcp: dial tcp: lookup ***.***.invalid: no such host",
+		},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			t.Setenv("HTTPS_PROXY", tc.proxyEnv)
+			t.Setenv("HTTP_PROXY", "")
+			c, _ := gin.CreateTestContext(httptest.NewRecorder())
+			common.SetContextKey(c, constant.ContextKeyChannelType, tc.channelType)
+			common.SetContextKey(c, constant.ContextKeyChannelBaseUrl, tc.baseURL)
+			common.SetContextKey(c, constant.ContextKeyUpstreamRequestOrigin, tc.origin)
+			apiErr := types.NewErrorWithStatusCode(errors.New(tc.message), types.ErrorCodeBadResponseStatusCode, http.StatusBadGateway)
+
+			assert.Equal(t, tc.want, apiErr.ToOpenAIError(common.UpstreamAddresses(c)...).Message)
+		})
+	}
+}
+
 func TestDecideRelayRetryReasons(t *testing.T) {
 	upstream := func(status int) *types.NewAPIError {
 		return types.NewOpenAIError(errors.New("upstream"), types.ErrorCodeBadResponseStatusCode, status)
@@ -269,9 +336,9 @@ func TestRelayErrorGroup(t *testing.T) {
 		channel                            int
 		actual, auto, selected, base, want string
 	}{
-		{"actual group", 102, "example-preferred", "stale", "stale", "default", "example-preferred"},
-		{"auto group", 102, "", "example-preferred", "", "default", "example-preferred"},
-		{"pool selection", 102, "", "", "example-preferred", "default", "example-preferred"},
+		{"actual group", 27, "test-group-b", "stale", "stale", "default", "test-group-b"},
+		{"auto group", 27, "", "test-group-b", "", "default", "test-group-b"},
+		{"pool selection", 27, "", "", "test-group-b", "default", "test-group-b"},
 		{"fixed group", 27, "", "", "", "fixed", "fixed"},
 		{"no selection", 0, "stale", "stale", "stale", "default", ""},
 		{"unresolved auto", 27, "", "", "", "auto", ""},
diff --git a/service/responses_usage.go b/service/responses_usage.go
index e88f142..b23443a 100644
--- a/service/responses_usage.go
+++ b/service/responses_usage.go
@@ -8,6 +8,7 @@ import (
 	relaycommon "github.com/QuantumNous/new-api/relay/common"
 	"github.com/QuantumNous/new-api/relaykit/dto"
 	"github.com/QuantumNous/new-api/relaykit/relayconvert"
+	"github.com/QuantumNous/new-api/tokenkit"
 )
 
 // ResponsesUsageAccumulator owns the accounting facts for one Responses stream.
@@ -29,7 +30,9 @@ func NewResponsesUsageAccumulator(info *relaycommon.RelayInfo) *ResponsesUsageAc
 	return &ResponsesUsageAccumulator{info: info, usage: &dto.Usage{}}
 }
 
-func (a *ResponsesUsageAccumulator) Observe(event *dto.ResponsesStreamResponse) {
+// Observe feeds one decoded stream event. raw is the same event's wire bytes;
+// the vendor tool-usage reader runs on it once, at the terminal event.
+func (a *ResponsesUsageAccumulator) Observe(event *dto.ResponsesStreamResponse, raw []byte) {
 	if a == nil || event == nil || a.finished {
 		return
 	}
@@ -50,13 +53,16 @@ func (a *ResponsesUsageAccumulator) Observe(event *dto.ResponsesStreamResponse)
 				a.outputText.WriteString(relayconvert.ExtractOutputTextFromResponses(event.Response))
 			}
 		}
+		// Vendor counts are cumulative on the terminal event and replace the
+		// web_search_call items counted from output_item.done.
+		a.info.ApplyVendorToolUsage(raw)
 		if a.imageCommitted {
 			return
 		}
-		failed := event.Type != "response.completed" && event.Type != "response.done"
-		if failed || (event.Response != nil && relaycommon.IsNonBillableResponsesStatus(event.Response.Status)) {
-			a.imageCounter.Reset()
-		} else if event.Response != nil {
+		// Images that completed before any terminal, failed ones included,
+		// were delivered and stay billable; Observe still skips unfinished
+		// image items.
+		if event.Response != nil {
 			for i := range event.Response.Output {
 				a.imageCounter.Observe(&event.Response.Output[i], &i)
 			}
@@ -92,15 +98,14 @@ func (a *ResponsesUsageAccumulator) Finish() *dto.Usage {
 		a.usage.UsageSource = "estimated"
 	}
 	// A final image item can already have reached the client before the stream
-	// disconnects. Explicit failed/incomplete terminals reset and commit zero in
-	// Observe; otherwise retain completed tool usage even without a terminal.
+	// disconnects, so completed tool usage is retained even without a terminal.
 	if !a.imageCommitted {
 		a.imageCounter.Commit(a.info)
 		a.imageCommitted = true
 	}
 	if a.usage.CompletionTokens == 0 {
 		if output := a.outputText.String(); output != "" {
-			a.usage.CompletionTokens = CountTextToken(output, a.info.GetUpstreamModelName())
+			a.usage.CompletionTokens = tokenkit.Count(a.info.GetUpstreamModelName(), output)
 		}
 	}
 	// Upstream bills the prompt as soon as it starts generating, so a stream
diff --git a/service/responses_usage_test.go b/service/responses_usage_test.go
index 151435b..7394cee 100644
--- a/service/responses_usage_test.go
+++ b/service/responses_usage_test.go
@@ -7,6 +7,7 @@ import (
 	relaycommon "github.com/QuantumNous/new-api/relay/common"
 	"github.com/QuantumNous/new-api/relaykit/dto"
 	"github.com/QuantumNous/new-api/setting/operation_setting"
+	"github.com/QuantumNous/new-api/tokenkit"
 	"github.com/stretchr/testify/assert"
 	"github.com/stretchr/testify/require"
 )
@@ -20,10 +21,10 @@ func TestResponsesUsageAccumulatorTerminalAccounting(t *testing.T) {
 	}{
 		{eventType: "response.completed", wantImages: 1},
 		{eventType: "response.done", wantImages: 1},
-		{eventType: "response.incomplete"},
-		{eventType: "response.failed"},
-		{eventType: "response.cancelled"},
-		{eventType: "response.canceled"},
+		{eventType: "response.incomplete", wantImages: 1},
+		{eventType: "response.failed", wantImages: 1},
+		{eventType: "response.cancelled", wantImages: 1},
+		{eventType: "response.canceled", wantImages: 1},
 	} {
 		t.Run(tc.eventType, func(t *testing.T) {
 			info := &relaycommon.RelayInfo{OriginModelName: "gpt-5.1", StreamStatus: relaycommon.NewStreamStatus()}
@@ -34,10 +35,10 @@ func TestResponsesUsageAccumulatorTerminalAccounting(t *testing.T) {
 				{Type: dto.BuildInCallFunctionCall, Name: "responses_priced_fn"},
 				{Type: dto.BuildInCallFunctionCall, Name: "responses_unpriced_fn"},
 			} {
-				accumulator.Observe(&dto.ResponsesStreamResponse{Type: dto.ResponsesOutputTypeItemDone, Item: &item})
+				accumulator.Observe(&dto.ResponsesStreamResponse{Type: dto.ResponsesOutputTypeItemDone, Item: &item}, nil)
 			}
 			image := dto.ResponsesOutput{ID: "image-1", Type: dto.ResponsesOutputTypeImageGenerationCall, Status: "completed", Result: "image-data"}
-			accumulator.Observe(&dto.ResponsesStreamResponse{Type: dto.ResponsesOutputTypeItemDone, Item: &image})
+			accumulator.Observe(&dto.ResponsesStreamResponse{Type: dto.ResponsesOutputTypeItemDone, Item: &image}, nil)
 			upstream := &dto.Usage{InputTokens: 20, OutputTokens: 5, TotalTokens: 25, InputTokensDetails: &dto.InputTokenDetails{CachedTokens: 4}}
 			upstream.BillingUsage = dto.NewOpenAIResponsesBillingUsage(upstream)
 			terminal := &dto.ResponsesStreamResponse{
@@ -46,8 +47,8 @@ func TestResponsesUsageAccumulatorTerminalAccounting(t *testing.T) {
 					Usage: upstream, Output: []dto.ResponsesOutput{image},
 				},
 			}
-			accumulator.Observe(terminal)
-			accumulator.Observe(terminal)
+			accumulator.Observe(terminal, nil)
+			accumulator.Observe(terminal, nil)
 			usage := accumulator.Finish()
 			assert.Equal(t, tc.eventType == "response.failed", info.StreamStatus.ResponseFailed())
 			assert.NotEmpty(t, info.StreamStatus.ResponseOutcome())
@@ -81,11 +82,11 @@ func TestResponsesUsageAccumulatorInterruptedTextFallback(t *testing.T) {
 			info := &relaycommon.RelayInfo{ChannelMeta: &relaycommon.ChannelMeta{UpstreamModelName: "gpt-4o"}}
 			info.SetEstimatePromptTokens(100)
 			accumulator := NewResponsesUsageAccumulator(info)
-			accumulator.Observe(&dto.ResponsesStreamResponse{Type: "response.output_text.delta", Delta: "hello"})
+			accumulator.Observe(&dto.ResponsesStreamResponse{Type: "response.output_text.delta", Delta: "hello"}, nil)
 			if withUsage {
 				upstream := &dto.Usage{InputTokens: 20, InputTokensDetails: &dto.InputTokenDetails{CachedTokens: 4}}
 				upstream.BillingUsage = dto.NewOpenAIResponsesBillingUsage(upstream)
-				accumulator.Observe(&dto.ResponsesStreamResponse{Type: "response.failed", Response: &dto.OpenAIResponsesResponse{Usage: upstream}})
+				accumulator.Observe(&dto.ResponsesStreamResponse{Type: "response.failed", Response: &dto.OpenAIResponsesResponse{Usage: upstream}}, nil)
 			}
 			usage := accumulator.Finish()
 			assert.Equal(t, 1, usage.CompletionTokens)
@@ -103,7 +104,7 @@ func TestResponsesUsageAccumulatorInterruptedTextFallback(t *testing.T) {
 				assert.Equal(t, 100, usage.PromptTokens)
 				assert.Equal(t, 101, usage.TotalTokens)
 			}
-			accumulator.Observe(&dto.ResponsesStreamResponse{Type: "response.output_text.delta", Delta: " late output"})
+			accumulator.Observe(&dto.ResponsesStreamResponse{Type: "response.output_text.delta", Delta: " late output"}, nil)
 			assert.Equal(t, usage, accumulator.Finish())
 			assert.Equal(t, 1, usage.CompletionTokens)
 		})
@@ -144,11 +145,11 @@ func TestResponsesUsageAccumulatorDisconnectBillsCompletedImage(t *testing.T) {
 	accumulator.Observe(&dto.ResponsesStreamResponse{
 		Type: dto.ResponsesOutputTypeItemDone,
 		Item: &dto.ResponsesOutput{ID: "complete-image", Type: dto.ResponsesOutputTypeImageGenerationCall, Status: "completed", Result: "final-image-data"},
-	})
+	}, nil)
 	accumulator.Observe(&dto.ResponsesStreamResponse{
 		Type: dto.ResponsesOutputTypeItemDone,
 		Item: &dto.ResponsesOutput{ID: "partial-image", Type: dto.ResponsesOutputTypeImageGenerationCall, Status: "partial", Result: "partial-image-data"},
-	})
+	}, nil)
 	usage := accumulator.Finish()
 	assert.Zero(t, usage.TotalTokens)
 	require.Contains(t, info.ResponsesUsageInfo.BuiltInTools, dto.BuildInToolImageGeneration)
@@ -272,7 +273,7 @@ func TestResponsesUsageAccumulatorMissingUsageEstimation(t *testing.T) {
 				{Type: dto.ResponsesOutputTypeItemDone, Item: &dto.ResponsesOutput{Type: dto.BuildInCallFunctionCall, Name: "shell"}},
 			},
 			wantPrompt:     100,
-			wantCompletion: CountTextToken(summary+arguments, model),
+			wantCompletion: tokenkit.Count(model, summary+arguments),
 		},
 		{
 			name: "created only then disconnect bills the prompt",
@@ -302,7 +303,7 @@ func TestResponsesUsageAccumulatorMissingUsageEstimation(t *testing.T) {
 				}},
 			},
 			wantPrompt:     100,
-			wantCompletion: CountTextToken("final answer", model),
+			wantCompletion: tokenkit.Count(model, "final answer"),
 		},
 		{
 			name: "explicit failure without usage bills nothing",
@@ -330,7 +331,7 @@ func TestResponsesUsageAccumulatorMissingUsageEstimation(t *testing.T) {
 			info.SetEstimatePromptTokens(100)
 			accumulator := NewResponsesUsageAccumulator(info)
 			for i := range tc.events {
-				accumulator.Observe(&tc.events[i])
+				accumulator.Observe(&tc.events[i], nil)
 			}
 			usage := accumulator.Finish()
 			assert.Equal(t, tc.wantPrompt, usage.PromptTokens)
diff --git a/service/security_verification.go b/service/security_verification.go
index 3006a67..2270b4d 100644
--- a/service/security_verification.go
+++ b/service/security_verification.go
@@ -4,6 +4,7 @@ import (
 	"crypto/hmac"
 	"encoding/json"
 	"errors"
+	"slices"
 	"sort"
 	"strings"
 
@@ -29,13 +30,28 @@ const (
 	VerificationScopeLogin               = "auth.login"
 	VerificationScopeAccessTokenGenerate = "access_token.generate"
 	VerificationScopeAccessTokenRevoke   = "access_token.revoke"
+	VerificationScopeAccessTokenUpdate   = "access_token.update"
 	VerificationScopeAccountBind         = "account.binding.bind"
 	VerificationScopeAccountUnbind       = "account.binding.unbind"
 	VerificationScopePasswordSet         = "account.password.set"
 	VerificationScopePasswordChange      = "account.password.change"
 	VerificationScopeAccountDelete       = "account.delete"
+	// Administrative step-up scopes bind the managed user into the proof so a
+	// proof issued for one account cannot be replayed against another.
+	VerificationScopeAdminUserCreate       = "admin.user.create"
+	VerificationScopeAdminUserUpdate       = "admin.user.update"
+	VerificationScopeAdminUserDelete       = "admin.user.delete"
+	VerificationScopeAdminUserManage       = "admin.user.manage"
+	VerificationScopeAdminUserPasskeyReset = "admin.user.passkey.reset"
+	VerificationScopeAdminUserTwoFADisable = "admin.user.2fa.disable"
+	VerificationScopeAdminUserBindingClear = "admin.user.binding.clear"
+	verificationScopeAdminUserPrefix       = "admin.user."
 )
 
+// adminUserManageActions are the ManageUser actions that change a user's
+// status or role. Quota adjustments are not gated and deletion has its own scope.
+var adminUserManageActions = []string{"disable", "enable", "promote", "demote"}
+
 var (
 	ErrVerificationFailed         = errors.New("Verification failed. Please try again.")
 	ErrVerificationUnavailable    = errors.New("This verification method is currently unavailable.")
@@ -66,6 +82,71 @@ type AccountUnbindingContext struct {
 	ProviderID int `json:"provider_id"`
 }
 
+type AdminUserContext struct {
+	UserID int `json:"user_id"`
+}
+
+type AdminUserManageContext struct {
+	UserID int    `json:"user_id"`
+	Action string `json:"action"`
+}
+
+// AdminUserBindingContext names exactly one binding: a built-in binding type
+// or a custom OAuth provider ID.
+type AdminUserBindingContext struct {
+	UserID      int    `json:"user_id"`
+	BindingType string `json:"binding_type,omitempty"`
+	ProviderID  int    `json:"provider_id,omitempty"`
+}
+
+type AdminUserCreateContext struct {
+	Role int `json:"role"`
+}
+
+// AccessTokenGenerateContext binds a creation proof to the exact grant. Scopes
+// are compared as a sorted, de-duplicated set.
+type AccessTokenGenerateContext struct {
+	Scopes    []string `json:"scopes"`
+	ExpiresAt int64    `json:"expires_at"`
+}
+
+// AccessTokenUpdateContext binds a grant change to one token and the exact new
+// grant, compared as a sorted, de-duplicated set.
+type AccessTokenUpdateContext struct {
+	TokenID int      `json:"token_id"`
+	Scopes  []string `json:"scopes"`
+}
+
+// AccessTokenRevokeContext names exactly one token: a scoped token ID or the
+// legacy token.
+type AccessTokenRevokeContext struct {
+	TokenID int  `json:"token_id,omitempty"`
+	Legacy  bool `json:"legacy,omitempty"`
+}
+
+const (
+	maxAccessTokenContextScopes   = 128
+	maxAccessTokenContextScopeLen = 64
+)
+
+// NormalizeAccessTokenScopeList trims, de-duplicates and sorts scope keys. It
+// only checks the shape; grantability is checked against the scope catalog.
+func NormalizeAccessTokenScopeList(scopes []string) ([]string, bool) {
+	if len(scopes) == 0 || len(scopes) > maxAccessTokenContextScopes {
+		return nil, false
+	}
+	normalized := make([]string, 0, len(scopes))
+	for _, scope := range scopes {
+		scope = strings.TrimSpace(scope)
+		if scope == "" || len(scope) > maxAccessTokenContextScopeLen {
+			return nil, false
+		}
+		normalized = append(normalized, scope)
+	}
+	slices.Sort(normalized)
+	return slices.Compact(normalized), true
+}
+
 // VerificationBinding contains no original operation parameters. It can safely
 // travel through a signed proof or a server-owned interactive verification flow.
 type VerificationBinding struct {
@@ -117,9 +198,69 @@ func BindVerificationOperation(operation VerificationOperation) (VerificationBin
 			return VerificationBinding{}, ErrVerificationContextInvalid
 		}
 		normalized = context
+	case VerificationScopeAdminUserUpdate, VerificationScopeAdminUserDelete, VerificationScopeAdminUserPasskeyReset, VerificationScopeAdminUserTwoFADisable:
+		var context AdminUserContext
+		if len(fields) != 1 || common.Unmarshal(fields["user_id"], &context.UserID) != nil || context.UserID <= 0 {
+			return VerificationBinding{}, ErrVerificationContextInvalid
+		}
+		normalized = context
+	case VerificationScopeAdminUserManage:
+		var context AdminUserManageContext
+		if len(fields) != 2 || common.Unmarshal(operation.Context, &context) != nil || context.UserID <= 0 || !slices.Contains(adminUserManageActions, context.Action) {
+			return VerificationBinding{}, ErrVerificationContextInvalid
+		}
+		normalized = context
+	case VerificationScopeAdminUserBindingClear:
+		var context AdminUserBindingContext
+		if len(fields) != 2 || common.Unmarshal(operation.Context, &context) != nil || context.UserID <= 0 || context.ProviderID < 0 {
+			return VerificationBinding{}, ErrVerificationContextInvalid
+		}
+		context.BindingType = strings.ToLower(strings.TrimSpace(context.BindingType))
+		if (context.BindingType == "") == (context.ProviderID == 0) || len(context.BindingType) > 32 {
+			return VerificationBinding{}, ErrVerificationContextInvalid
+		}
+		normalized = context
+	case VerificationScopeAdminUserCreate:
+		var context AdminUserCreateContext
+		if len(fields) != 1 || common.Unmarshal(fields["role"], &context.Role) != nil || context.Role < common.RoleAdminUser || !common.IsValidateRole(context.Role) {
+			return VerificationBinding{}, ErrVerificationContextInvalid
+		}
+		normalized = context
+	case VerificationScopeAccessTokenGenerate:
+		var context AccessTokenGenerateContext
+		if len(fields) != 2 || fields["scopes"] == nil || fields["expires_at"] == nil ||
+			common.Unmarshal(operation.Context, &context) != nil || context.ExpiresAt < 0 {
+			return VerificationBinding{}, ErrVerificationContextInvalid
+		}
+		scopes, ok := NormalizeAccessTokenScopeList(context.Scopes)
+		if !ok {
+			return VerificationBinding{}, ErrVerificationContextInvalid
+		}
+		context.Scopes = scopes
+		normalized = context
+	case VerificationScopeAccessTokenUpdate:
+		var context AccessTokenUpdateContext
+		if len(fields) != 2 || common.Unmarshal(operation.Context, &context) != nil || context.TokenID <= 0 {
+			return VerificationBinding{}, ErrVerificationContextInvalid
+		}
+		scopes, ok := NormalizeAccessTokenScopeList(context.Scopes)
+		if !ok {
+			return VerificationBinding{}, ErrVerificationContextInvalid
+		}
+		context.Scopes = scopes
+		normalized = context
+	case VerificationScopeAccessTokenRevoke:
+		var context AccessTokenRevokeContext
+		if len(fields) != 1 || common.Unmarshal(operation.Context, &context) != nil || context.TokenID < 0 {
+			return VerificationBinding{}, ErrVerificationContextInvalid
+		}
+		// Exactly one target: {"token_id": n} or {"legacy": true}.
+		if (context.TokenID > 0) == context.Legacy {
+			return VerificationBinding{}, ErrVerificationContextInvalid
+		}
+		normalized = context
 	case VerificationScopePasskeyRegister, VerificationScopePasskeyDelete, VerificationScopeTwoFASetup,
 		VerificationScopeTwoFADisable, VerificationScopeTwoFABackupCodes,
-		VerificationScopeAccessTokenGenerate, VerificationScopeAccessTokenRevoke,
 		VerificationScopePasswordSet, VerificationScopePasswordChange, VerificationScopeAccountDelete:
 		if len(fields) != 0 {
 			return VerificationBinding{}, ErrVerificationContextInvalid
@@ -184,9 +325,12 @@ func securityVerificationPolicy(scope string, state model.UserVerificationState)
 			return nil, model.ErrTwoFANotEnabled
 		}
 	case VerificationScopePasskeyRegister, VerificationScopeTwoFASetup,
-		VerificationScopeAccessTokenGenerate, VerificationScopeAccessTokenRevoke,
+		VerificationScopeAccessTokenGenerate, VerificationScopeAccessTokenUpdate, VerificationScopeAccessTokenRevoke,
 		VerificationScopeAccountBind, VerificationScopeAccountUnbind,
-		VerificationScopePasswordSet, VerificationScopePasswordChange, VerificationScopeAccountDelete:
+		VerificationScopePasswordSet, VerificationScopePasswordChange, VerificationScopeAccountDelete,
+		VerificationScopeAdminUserCreate, VerificationScopeAdminUserUpdate, VerificationScopeAdminUserDelete,
+		VerificationScopeAdminUserManage, VerificationScopeAdminUserPasskeyReset,
+		VerificationScopeAdminUserTwoFADisable, VerificationScopeAdminUserBindingClear:
 		if scope == VerificationScopeAccountDelete && state.Role == common.RoleRootUser {
 			return nil, ErrVerificationForbidden
 		}
@@ -234,6 +378,12 @@ func GetVerificationRequirements(identity AuthIdentity, scope string) (*Verifica
 	if scope == VerificationScopeChannelKeyRead && state.Role != common.RoleRootUser {
 		return nil, ErrVerificationForbidden
 	}
+	if strings.HasPrefix(scope, verificationScopeAdminUserPrefix) && state.Role < common.RoleAdminUser {
+		return nil, ErrVerificationForbidden
+	}
+	if err := requireAccessTokenVerificationScope(identity, scope); err != nil {
+		return nil, err
+	}
 	methods, err := securityVerificationPolicy(scope, *state)
 	if err != nil {
 		return nil, err
@@ -242,13 +392,22 @@ func GetVerificationRequirements(identity AuthIdentity, scope string) (*Verifica
 	for i := range methods {
 		if methods[i].Method == VerificationMethodPassword && !common.PasswordLoginEnabled {
 			switch scope {
-			case VerificationScopeAccountBind, VerificationScopeAccountUnbind, VerificationScopePasswordSet, VerificationScopePasswordChange, VerificationScopeAccountDelete:
+			case VerificationScopeAccountBind, VerificationScopeAccountUnbind, VerificationScopePasswordSet, VerificationScopePasswordChange, VerificationScopeAccountDelete,
+				VerificationScopeAdminUserCreate, VerificationScopeAdminUserUpdate, VerificationScopeAdminUserDelete,
+				VerificationScopeAdminUserManage, VerificationScopeAdminUserPasskeyReset,
+				VerificationScopeAdminUserTwoFADisable, VerificationScopeAdminUserBindingClear:
 				methods[i].Available, methods[i].Reason = false, "Password authentication is disabled."
 			}
 		}
 		if methods[i].Method != VerificationMethodOAuth {
 			continue
 		}
+		// OAuth verification completes through a browser popup bound to a login
+		// session, which an access token cannot provide.
+		if _, ok := model.ParseAccessTokenSessionID(identity.SessionID); ok {
+			methods[i].Available, methods[i].Reason = false, "OAuth verification requires a browser sign-in. Enable two-factor authentication or a Passkey to continue."
+			continue
+		}
 		user, err := model.GetUserById(identity.UserID, false)
 		if err != nil {
 			return nil, err
@@ -330,7 +489,7 @@ func RequireVerificationMethod(identity AuthIdentity, scope, method string) (*Ve
 // CompleteSecurityVerification runs after the concrete authentication ceremony.
 // Recheck the session and policy after potentially slow external authentication.
 func CompleteSecurityVerification(identity AuthIdentity, binding VerificationBinding, method string) (*SecurityProof, error) {
-	if _, _, err := ValidateLoginSession(identity); err != nil {
+	if err := ValidateStepUpIdentity(identity); err != nil {
 		return nil, err
 	}
 	if _, err := RequireVerificationMethod(identity, binding.Scope, method); err != nil {
@@ -354,7 +513,7 @@ func ConsumeOperationProof(raw string, identity AuthIdentity, operation Verifica
 	if err != nil {
 		return nil, err
 	}
-	if _, _, err := ValidateLoginSession(identity); err != nil {
+	if err := ValidateStepUpIdentity(identity); err != nil {
 		return nil, err
 	}
 	if _, err := RequireVerificationMethod(identity, binding.Scope, claims.Method); err != nil {
@@ -394,7 +553,7 @@ func ValidateFlowAuthorization(identity AuthIdentity, operation VerificationOper
 	if authorization.Scope != binding.Scope || !hmac.Equal([]byte(authorization.ContextHash), []byte(binding.ContextHash)) {
 		return model.ErrAuthFlowInvalid
 	}
-	if _, _, err := ValidateLoginSession(identity); err != nil {
+	if err := ValidateStepUpIdentity(identity); err != nil {
 		return err
 	}
 	_, err = RequireVerificationMethod(identity, binding.Scope, authorization.Method)
diff --git a/service/subscription_reset_task.go b/service/subscription_reset_task.go
index 9dcd373..bb6532e 100644
--- a/service/subscription_reset_task.go
+++ b/service/subscription_reset_task.go
@@ -2,7 +2,6 @@ package service
 
 import (
 	"context"
-	"fmt"
 	"sync"
 	"sync/atomic"
 	"time"
@@ -32,7 +31,7 @@ func StartSubscriptionQuotaResetTask() {
 			return
 		}
 		gopool.Go(func() {
-			logger.LogInfo(context.Background(), fmt.Sprintf("subscription quota reset task started: tick=%s", subscriptionResetTickInterval))
+			logger.LogInfo(context.Background(), common.LogText("subscription quota reset task started: tick=%s", subscriptionResetTickInterval))
 			ticker := time.NewTicker(subscriptionResetTickInterval)
 			defer ticker.Stop()
 
@@ -56,7 +55,7 @@ func runSubscriptionQuotaResetOnce() {
 	for {
 		n, err := model.ExpireDueSubscriptions(subscriptionResetBatchSize)
 		if err != nil {
-			logger.LogWarn(ctx, fmt.Sprintf("subscription expire task failed: %v", err))
+			logger.LogWarn(ctx, common.LogText("subscription expire task failed: %v", err))
 			return
 		}
 		if n == 0 {
@@ -70,7 +69,7 @@ func runSubscriptionQuotaResetOnce() {
 	for {
 		n, err := model.ResetDueSubscriptions(subscriptionResetBatchSize)
 		if err != nil {
-			logger.LogWarn(ctx, fmt.Sprintf("subscription quota reset task failed: %v", err))
+			logger.LogWarn(ctx, common.LogText("subscription quota reset task failed: %v", err))
 			return
 		}
 		if n == 0 {
diff --git a/service/system_instance.go b/service/system_instance.go
index 58547e2..c1c4904 100644
--- a/service/system_instance.go
+++ b/service/system_instance.go
@@ -125,6 +125,6 @@ func ReportCurrentSystemInstance() error {
 
 func reportSystemInstanceWithLog() {
 	if err := ReportCurrentSystemInstance(); err != nil {
-		logger.LogWarn(context.Background(), fmt.Sprintf("system instance report failed: %v", err))
+		logger.LogWarn(context.Background(), common.LogText("system instance report failed: %v", err))
 	}
 }
diff --git a/service/system_task.go b/service/system_task.go
index b729c62..c417324 100644
--- a/service/system_task.go
+++ b/service/system_task.go
@@ -128,7 +128,7 @@ func StartSystemTaskRunner() {
 
 		runnerID := fmt.Sprintf("%s-%s", common.NodeName, common.GetRandomString(8))
 		gopool.Go(func() {
-			logger.LogInfo(context.Background(), fmt.Sprintf("system task runner started: runner=%s idle_interval=%s", runnerID, systemTaskRunnerIdleInterval))
+			logger.LogInfo(context.Background(), common.LogText("system task runner started: runner=%s idle_interval=%s", runnerID, systemTaskRunnerIdleInterval))
 
 			ticker := time.NewTicker(systemTaskRunnerIdleInterval)
 			defer ticker.Stop()
@@ -143,7 +143,7 @@ func StartSystemTaskRunner() {
 				if now.Sub(lastStaleLockCleanup) >= systemTaskStaleLockInterval {
 					lastStaleLockCleanup = now
 					if err := model.ExpireStaleSystemTaskLocks(common.GetTimestamp()); err != nil {
-						logger.LogWarn(context.Background(), fmt.Sprintf("system task stale lock cleanup failed: %v", err))
+						logger.LogWarn(context.Background(), common.LogText("system task stale lock cleanup failed: %v", err))
 					}
 				}
 				if now.Sub(lastScheduler) >= systemTaskSchedulerInterval {
@@ -230,7 +230,7 @@ func runSystemTaskClaimPass(runnerID string) {
 	}
 	pendingTasks, err := model.FindEarliestPendingSystemTasks(taskTypes)
 	if err != nil {
-		logger.LogWarn(context.Background(), fmt.Sprintf("system task runner query failed: %v", err))
+		logger.LogWarn(context.Background(), common.LogText("system task runner query failed: %v", err))
 		return
 	}
 	for _, handler := range handlers {
@@ -240,7 +240,7 @@ func runSystemTaskClaimPass(runnerID string) {
 		}
 		claimedTask, claimed, err := model.ClaimSystemTask(task.ID, handler.Type(), runnerID, systemTaskLockUntil())
 		if err != nil {
-			logger.LogWarn(context.Background(), fmt.Sprintf("system task claim failed: %v", err))
+			logger.LogWarn(context.Background(), common.LogText("system task claim failed: %v", err))
 			continue
 		}
 		if !claimed {
@@ -275,7 +275,7 @@ func runSystemTaskScheduler() {
 	}
 	latestTasks, err := model.GetLatestSystemTasks(taskTypes)
 	if err != nil {
-		logger.LogWarn(context.Background(), fmt.Sprintf("system task scheduler query failed: %v", err))
+		logger.LogWarn(context.Background(), common.LogText("system task scheduler query failed: %v", err))
 		return
 	}
 	for _, scheduled := range scheduledHandlers {
@@ -310,9 +310,9 @@ func runSystemTaskScheduler() {
 				continue
 			}
 			if activeErr != nil {
-				logger.LogWarn(context.Background(), fmt.Sprintf("system task scheduler active lookup failed: type=%s err=%v", scheduled.Type(), activeErr))
+				logger.LogWarn(context.Background(), common.LogText("system task scheduler active lookup failed: type=%s err=%v", scheduled.Type(), activeErr))
 			}
-			logger.LogWarn(context.Background(), fmt.Sprintf("system task scheduler create failed: type=%s err=%v", scheduled.Type(), err))
+			logger.LogWarn(context.Background(), common.LogText("system task scheduler create failed: type=%s err=%v", scheduled.Type(), err))
 			continue
 		}
 	}
@@ -525,16 +525,16 @@ func NewSystemTaskProgressReporter(task *model.SystemTask, runnerID string) func
 }
 
 func failSystemTask(task *model.SystemTask, runnerID string, err error) {
-	logger.LogWarn(context.Background(), fmt.Sprintf("system task %s failed: %v", task.TaskID, err))
+	logger.LogWarn(context.Background(), common.LogText("system task %s failed: %v", task.TaskID, err))
 	if finishErr := model.FinishSystemTask(task.TaskID, runnerID, model.SystemTaskStatusFailed, nil, err.Error()); finishErr != nil {
-		logger.LogWarn(context.Background(), fmt.Sprintf("system task %s failed to save failure state: %v", task.TaskID, finishErr))
+		logger.LogWarn(context.Background(), common.LogText("system task %s failed to save failure state: %v", task.TaskID, finishErr))
 	}
 }
 
 func logSystemTaskLockError(ctx context.Context, task *model.SystemTask, err error) {
 	if errors.Is(err, model.ErrSystemTaskLockLost) {
-		logger.LogWarn(ctx, fmt.Sprintf("system task %s lock lost", task.TaskID))
+		logger.LogWarn(ctx, common.LogText("system task %s lock lost", task.TaskID))
 		return
 	}
-	logger.LogWarn(ctx, fmt.Sprintf("system task %s update failed: %v", task.TaskID, err))
+	logger.LogWarn(ctx, common.LogText("system task %s update failed: %v", task.TaskID, err))
 }
diff --git a/service/task_billing.go b/service/task_billing.go
index 8c495c3..2cc30c7 100644
--- a/service/task_billing.go
+++ b/service/task_billing.go
@@ -13,7 +13,9 @@ import (
 	"github.com/QuantumNous/new-api/logger"
 	"github.com/QuantumNous/new-api/model"
 	"github.com/QuantumNous/new-api/pkg/billingexpr"
+	"github.com/QuantumNous/new-api/pkg/jsplugin"
 	relaycommon "github.com/QuantumNous/new-api/relay/common"
+	"github.com/QuantumNous/new-api/relaykit/dto"
 	"github.com/QuantumNous/new-api/setting/ratio_setting"
 	"github.com/QuantumNous/new-api/types"
 	"github.com/gin-gonic/gin"
@@ -23,10 +25,10 @@ import (
 // 实际扣费已由 BillingSession（PreConsumeBilling + SettleBilling）完成。
 func LogTaskConsumption(c *gin.Context, info *relaycommon.RelayInfo, task *model.Task) {
 	tokenName := c.GetString("token_name")
-	logContent := fmt.Sprintf("操作 %s", info.Action)
+	logContent := []*common.Message{common.NewMessage("Action {{action}}", map[string]any{"action": info.Action})}
 	// 支持任务仅按次计费
 	if common.StringsContains(constant.TaskPricePatches, info.OriginModelName) {
-		logContent = fmt.Sprintf("%s，按次计费", logContent)
+		logContent = append(logContent, common.NewMessage("Billed per request"))
 	} else {
 		var contents []string
 		if otherRatios := info.PriceData.OtherRatios(); len(otherRatios) > 0 {
@@ -42,12 +44,15 @@ func LogTaskConsumption(c *gin.Context, info *relaycommon.RelayInfo, task *model
 			}
 		}
 		if len(contents) > 0 {
-			logContent = fmt.Sprintf("%s, 计算参数：%s", logContent, strings.Join(contents, ", "))
+			logContent = append(logContent, common.NewMessage("Billing parameters: {{params}}", map[string]any{"params": strings.Join(contents, ", ")}))
 		}
 	}
 	other := model.NewLogOther()
 	other.SetPublic("is_task", true)
 	other.SetPublic("request_path", c.Request.URL.Path)
+	if taskDeliveredInline(c, task) {
+		other.SetPublic("task_sync", true)
+	}
 	other.SetPublic("model_price", info.PriceData.ModelPrice)
 	if info.PriceData.ModelRatio > 0 {
 		other.SetPublic("model_ratio", info.PriceData.ModelRatio)
@@ -67,6 +72,9 @@ func LogTaskConsumption(c *gin.Context, info *relaycommon.RelayInfo, task *model
 		if len(snap.UsageFacts) > 0 {
 			other.SetPublic("usage_facts", snap.UsageFacts)
 		}
+		setTaskImageCount(other, snap.UsageFacts["image_count"])
+	} else {
+		setTaskImageCount(other, info.PriceData.OtherRatios()["image_count"])
 	}
 	appendTaskLogInfo(task, other)
 	attachQuotaSaturation(c, info, other)
@@ -93,7 +101,7 @@ func LogTaskConsumption(c *gin.Context, info *relaycommon.RelayInfo, task *model
 func resolveTokenKey(ctx context.Context, tokenId int, taskID string) string {
 	token, err := model.GetTokenById(tokenId)
 	if err != nil {
-		logger.LogWarn(ctx, fmt.Sprintf("获取令牌 key 失败 (tokenId=%d, task=%s): %s", tokenId, taskID, err.Error()))
+		logger.LogWarn(ctx, common.LogText("failed to get token key (tokenId=%d, task=%s): %s", tokenId, taskID, err.Error()))
 		return ""
 	}
 	return token.Key
@@ -132,13 +140,15 @@ func taskAdjustTokenQuota(ctx context.Context, task *model.Task, delta int) {
 		err = model.IncreaseTokenQuota(task.PrivateData.TokenId, tokenKey, -delta)
 	}
 	if err != nil {
-		logger.LogWarn(ctx, fmt.Sprintf("调整令牌额度失败 (delta=%d, task=%s): %s", delta, task.TaskID, err.Error()))
+		logger.LogWarn(ctx, common.LogText("failed to adjust token quota (delta=%d, task=%s): %s", delta, task.TaskID, err.Error()))
 	}
 }
 
 // taskBillingOther 从 task 的 BillingContext 构建日志 Other 字段。
 func taskBillingOther(task *model.Task) *model.LogOther {
 	other := model.NewLogOther()
+	// 前端列表按 is_task 选择任务档位渲染分支,缺失会把差额/退款日志误判成普通 relay 动态计费
+	other.SetPublic("is_task", true)
 	if bc := task.PrivateData.BillingContext; bc != nil {
 		other.SetPublic("model_price", bc.ModelPrice)
 		if bc.ModelRatio > 0 {
@@ -148,7 +158,7 @@ func taskBillingOther(task *model.Task) *model.LogOther {
 		if priceData := taskBillingContextPriceData(bc); priceData != nil {
 			for k, v := range priceData.OtherRatios() {
 				if !other.SetPublic(k, v) {
-					common.SysError("task billing other ratio key rejected: " + k)
+					common.SysError(common.LogText("task billing other ratio key rejected: %s", k))
 				}
 			}
 		}
@@ -159,6 +169,9 @@ func taskBillingOther(task *model.Task) *model.LogOther {
 			if len(snap.UsageFacts) > 0 {
 				other.SetPublic("usage_facts", snap.UsageFacts)
 			}
+			setTaskImageCount(other, snap.UsageFacts["image_count"])
+		} else if priceData := taskBillingContextPriceData(bc); priceData != nil {
+			setTaskImageCount(other, priceData.OtherRatios()["image_count"])
 		}
 	}
 	props := task.Properties
@@ -170,6 +183,35 @@ func taskBillingOther(task *model.Task) *model.LogOther {
 	return other
 }
 
+// setTaskImageCount publishes the billed image quantity of an image task as
+// other.image_count, the same field the HTTP image relay writes, so the log
+// detail shows one "billable image count" regardless of the serving path. The
+// value is a host-validated count fact (at most dto.MaxImageN), never a quota.
+func setTaskImageCount(other *model.LogOther, value any) {
+	count, ok := value.(float64)
+	if !ok || count < 0 || count > float64(dto.MaxImageN) {
+		return
+	}
+	other.SetPublic("image_count", common.QuotaRound(count))
+}
+
+// taskDeliveredInline reports whether the submitting HTTP request itself
+// returns the task deliverable: the upstream completed immediately, or the
+// request came through the synchronous OpenAI Images protocol, where the host
+// waits for an asynchronous upstream task before answering. The usage log
+// presents such requests as synchronous instead of as asynchronous jobs.
+func taskDeliveredInline(c *gin.Context, task *model.Task) bool {
+	if task != nil && (task.Status == model.TaskStatusSuccess || task.Status == model.TaskStatusFailure) {
+		return true
+	}
+	pinnedValue, exists := c.Get(jsplugin.ContextKeyPinnedEndpoint)
+	if !exists {
+		return false
+	}
+	pinned, ok := pinnedValue.(jsplugin.PinnedEndpoint)
+	return ok && pinned.Protocol == jsplugin.ProtocolOpenAIImage
+}
+
 func appendTaskLogInfo(task *model.Task, other *model.LogOther) {
 	if task == nil || other == nil {
 		return
@@ -177,6 +219,11 @@ func appendTaskLogInfo(task *model.Task, other *model.LogOther) {
 	if task.TaskID != "" {
 		other.SetPublic("task_id", task.TaskID)
 	}
+	if task.PrivateData.ResultDiscarded {
+		// The result was delivered inline and the upstream snapshot was not
+		// persisted, so no artifact can be retrieved for this task.
+		other.SetPublic("result_discarded", true)
+	}
 	if task.PrivateData.Execution != nil {
 		AppendTaskPluginAuditInfo(other, task.PrivateData.Execution.TaskPlugin)
 	}
@@ -221,7 +268,7 @@ func RefundTaskQuota(ctx context.Context, task *model.Task, reason string) bool
 
 	// 1. 退还资金来源（钱包或订阅）
 	if err := taskAdjustFunding(task, -quota); err != nil {
-		logger.LogWarn(ctx, fmt.Sprintf("退还资金来源失败 task %s: %s", task.TaskID, err.Error()))
+		logger.LogWarn(ctx, common.LogText("failed to refund the funding source, task %s: %s", task.TaskID, err.Error()))
 		return false
 	}
 
@@ -239,7 +286,6 @@ func RefundTaskQuota(ctx context.Context, task *model.Task, reason string) bool
 	model.RecordTaskBillingLog(model.RecordTaskBillingLogParams{
 		UserId:    task.UserId,
 		LogType:   model.LogTypeRefund,
-		Content:   "",
 		ChannelId: task.ChannelId,
 		ModelName: taskModelName(task),
 		Quota:     quota,
@@ -252,16 +298,16 @@ func RefundTaskQuota(ctx context.Context, task *model.Task, reason string) bool
 	// 回写失败必须显式告警，避免漏掉潜在的重复退款风险。
 	task.Quota = 0
 	if err := task.UpdateQuota(); err != nil {
-		logger.LogError(ctx, fmt.Sprintf("退款成功但清除 task quota 失败 task %s: %s", task.TaskID, err.Error()))
+		logger.LogError(ctx, common.LogText("refund succeeded but clearing the task quota failed, task %s: %s", task.TaskID, err.Error()))
 	}
 	return true
 }
 
 // RecalculateTaskQuota 通用的异步差额结算。
 // actualQuota 是任务完成后的实际应扣额度，与预扣额度 (task.Quota) 做差额结算。
-// reason 用于日志记录（例如 "token重算" 或 "adaptor调整"）。
+// reason 写入日志内容（例如按 token 重算或 adaptor 调整）。
 // clamps 可选：若计算 actualQuota 时发生额度饱和，将其记入日志 admin_info（仅管理员可见）。
-func RecalculateTaskQuota(ctx context.Context, task *model.Task, actualQuota int, reason string, clamps ...*common.QuotaClamp) {
+func RecalculateTaskQuota(ctx context.Context, task *model.Task, actualQuota int, reason *common.Message, clamps ...*common.QuotaClamp) {
 	if actualQuota < 0 {
 		return
 	}
@@ -269,22 +315,22 @@ func RecalculateTaskQuota(ctx context.Context, task *model.Task, actualQuota int
 	quotaDelta := actualQuota - preConsumedQuota
 
 	if quotaDelta == 0 {
-		logger.LogInfo(ctx, fmt.Sprintf("任务 %s 预扣费准确（%s，%s）",
-			task.TaskID, logger.LogQuota(actualQuota), reason))
+		logger.LogInfo(ctx, common.LogText("task %s pre-consumed quota matches the actual quota (%s, %s)",
+			task.TaskID, logger.LogQuota(actualQuota), reason.Error()))
 		return
 	}
 
-	logger.LogInfo(ctx, fmt.Sprintf("任务 %s 差额结算：delta=%s（实际：%s，预扣：%s，%s）",
+	logger.LogInfo(ctx, common.LogText("task %s settles the difference: delta=%s (actual %s, pre-consumed %s, %s)",
 		task.TaskID,
 		logger.LogQuota(quotaDelta),
 		logger.LogQuota(actualQuota),
 		logger.LogQuota(preConsumedQuota),
-		reason,
+		reason.Error(),
 	))
 
 	// 调整资金来源
 	if err := taskAdjustFunding(task, quotaDelta); err != nil {
-		logger.LogError(ctx, fmt.Sprintf("差额结算资金调整失败 task %s: %s", task.TaskID, err.Error()))
+		logger.LogError(ctx, common.LogText("failed to adjust funding for the difference, task %s: %s", task.TaskID, err.Error()))
 		return
 	}
 
@@ -293,7 +339,7 @@ func RecalculateTaskQuota(ctx context.Context, task *model.Task, actualQuota int
 
 	task.Quota = actualQuota
 	if err := task.UpdateQuota(); err != nil {
-		logger.LogError(ctx, fmt.Sprintf("差额结算回写 quota 失败 task %s: %s", task.TaskID, err.Error()))
+		logger.LogError(ctx, common.LogText("failed to write back the settled task quota, task %s: %s", task.TaskID, err.Error()))
 	}
 
 	// 提交阶段已经累计过一次请求；结算阶段只调整最终用量。
@@ -319,7 +365,7 @@ func RecalculateTaskQuota(ctx context.Context, task *model.Task, actualQuota int
 	model.RecordTaskBillingLog(model.RecordTaskBillingLogParams{
 		UserId:    task.UserId,
 		LogType:   logType,
-		Content:   reason,
+		Content:   []*common.Message{reason},
 		ChannelId: task.ChannelId,
 		ModelName: taskModelName(task),
 		Quota:     logQuota,
@@ -383,7 +429,12 @@ func RecalculateTaskQuotaByTokens(ctx context.Context, task *model.Task, totalTo
 	// 计算实际应扣费额度: totalTokens * modelRatio * groupRatio * otherMultiplier（饱和转换，防止溢出成负数）
 	actualQuota, clamp := common.QuotaFromFloatChecked(float64(totalTokens) * modelRatio * finalGroupRatio * otherMultiplier)
 
-	reason := fmt.Sprintf("token重算：tokens=%d, modelRatio=%.2f, groupRatio=%.2f, otherMultiplier=%.4f", totalTokens, modelRatio, finalGroupRatio, otherMultiplier)
+	reason := common.NewMessage("Recalculated from tokens: tokens {{tokens}}, model ratio {{model_ratio}}, group ratio {{group_ratio}}, other multiplier {{other_multiplier}}", map[string]any{
+		"tokens":           totalTokens,
+		"model_ratio":      fmt.Sprintf("%.2f", modelRatio),
+		"group_ratio":      fmt.Sprintf("%.2f", finalGroupRatio),
+		"other_multiplier": fmt.Sprintf("%.4f", otherMultiplier),
+	})
 	RecalculateTaskQuota(ctx, task, actualQuota, reason, clamp)
 	return true
 }
diff --git a/service/task_billing_test.go b/service/task_billing_test.go
index 29a0d17..fdc4a1d 100644
--- a/service/task_billing_test.go
+++ b/service/task_billing_test.go
@@ -13,8 +13,10 @@ import (
 	"time"
 
 	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/i18n"
 	"github.com/QuantumNous/new-api/model"
 	"github.com/QuantumNous/new-api/pkg/billingexpr"
+	"github.com/QuantumNous/new-api/pkg/jsplugin"
 	relaycommon "github.com/QuantumNous/new-api/relay/common"
 	"github.com/QuantumNous/new-api/setting/ratio_setting"
 	"github.com/QuantumNous/new-api/types"
@@ -44,6 +46,9 @@ func TestMain(m *testing.M) {
 	common.RedisEnabled = false
 	common.BatchUpdateEnabled = false
 	common.LogConsumeEnabled = true
+	if err := i18n.Init(); err != nil {
+		panic("failed to load locales: " + err.Error())
+	}
 
 	if err := db.AutoMigrate(
 		&model.Task{},
@@ -341,7 +346,7 @@ func TestLogTaskConsumptionIncludesTieredSnapshotUsageFacts(t *testing.T) {
 	assert.Equal(t, float64(5), facts["seconds"])
 	assert.NotContains(t, other, "resolution")
 	assert.NotContains(t, other, "seconds")
-	assert.Contains(t, log.Content, "计算参数：")
+	assert.Contains(t, log.Content, "Billing parameters: ")
 	assert.Contains(t, log.Content, "resolution: 720P")
 	assert.Contains(t, log.Content, "seconds: 5")
 }
@@ -379,8 +384,69 @@ func TestLogTaskConsumptionWithoutSnapshotKeepsRatioMode(t *testing.T) {
 	assert.NotContains(t, other, "expr_b64")
 	assert.NotContains(t, other, "matched_tier")
 	assert.NotContains(t, other, "usage_facts")
-	assert.Contains(t, log.Content, "计算参数：")
-	assert.Contains(t, log.Content, "size: 2.00")
+	assert.Equal(t, "Action GENERATE, Billing parameters: size: 2.00", log.Content)
+	// The web console renders content_parts in the viewer's language; content
+	// keeps the English text.
+	assert.Equal(t, []any{
+		map[string]any{"key": "Action {{action}}", "params": map[string]any{"action": "GENERATE"}},
+		map[string]any{"key": "Billing parameters: {{params}}", "params": map[string]any{"params": "size: 2.00"}},
+	}, other["content_parts"])
+}
+
+// Task logs distinguish jobs the client polls from requests whose HTTP call
+// returned the deliverable itself, and flag results the gateway did not keep.
+func TestLogTaskConsumptionMarksInlineResultsAndDiscardedArtifacts(t *testing.T) {
+	for _, tc := range []struct {
+		name               string
+		status             model.TaskStatus
+		discarded          bool
+		pinnedProtocol     string
+		wantSync, wantKept bool
+	}{
+		{"asynchronous job", model.TaskStatusNotStart, false, "", false, true},
+		{"immediate result on a discarding route", model.TaskStatusSuccess, true, "", true, false},
+		{"openai image request waits for an asynchronous upstream task", model.TaskStatusNotStart, false, jsplugin.ProtocolOpenAIImage, true, true},
+		{"immediate failure", model.TaskStatusFailure, false, "", true, true},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			truncate(t)
+			const userID, channelID = 43, 43
+			seedUser(t, userID, 10_000)
+			seedChannel(t, channelID)
+			task := makeTask(userID, channelID, 100, 0, BillingSourceWallet, 0)
+			task.Status = tc.status
+			task.PrivateData.ResultDiscarded = tc.discarded
+			info := &relaycommon.RelayInfo{
+				UserId: userID, OriginModelName: "qwen-image-plus", UsingGroup: "default",
+				ChannelMeta:   &relaycommon.ChannelMeta{ChannelId: channelID},
+				TaskRelayInfo: &relaycommon.TaskRelayInfo{Action: "text_to_image"},
+				PriceData:     types.PriceData{ModelPrice: 0.03, Quota: 100, GroupRatioInfo: types.GroupRatioInfo{GroupRatio: 1}},
+			}
+			gin.SetMode(gin.TestMode)
+			ctx, _ := gin.CreateTestContext(httptest.NewRecorder())
+			ctx.Request = httptest.NewRequest(http.MethodPost, "/v1/images/generations", nil)
+			ctx.Set("token_name", "test_token")
+			if tc.pinnedProtocol != "" {
+				ctx.Set(jsplugin.ContextKeyPinnedEndpoint, jsplugin.PinnedEndpoint{Protocol: tc.pinnedProtocol})
+			}
+			LogTaskConsumption(ctx, info, task)
+			log := getLastLog(t)
+			require.NotNil(t, log)
+			var other map[string]any
+			require.NoError(t, common.UnmarshalJsonStr(log.Other, &other))
+			assert.Equal(t, true, other["is_task"])
+			if tc.wantSync {
+				assert.Equal(t, true, other["task_sync"])
+			} else {
+				assert.NotContains(t, other, "task_sync")
+			}
+			if tc.wantKept {
+				assert.NotContains(t, other, "result_discarded")
+			} else {
+				assert.Equal(t, true, other["result_discarded"])
+			}
+		})
+	}
 }
 
 func TestTaskBillingOtherSeparatesPluginAndRootDiagnostics(t *testing.T) {
@@ -621,7 +687,7 @@ func TestMidjourneyRefundRestoresEveryAccountingElementOnBillingChannel(t *testi
 
 	seedChargedAccounting(t, userID, billingChannelID, tokenID, chargedQuota, 1)
 
-	assert.True(t, RefundMidjourneyQuota(ctx, task, "构图失败"))
+	assert.True(t, RefundMidjourneyQuota(ctx, task, "Composition failed"))
 	assert.Equal(t, initialUserQuota, getUserQuota(t, userID))
 	assert.Equal(t, initialTokenQuota, getTokenRemainQuota(t, tokenID))
 	assert.Zero(t, getTokenUsedQuota(t, tokenID))
@@ -981,7 +1047,7 @@ func TestRecalculate_PositiveDelta(t *testing.T) {
 
 	task := makeTask(userID, channelID, preConsumed, tokenID, BillingSourceWallet, 0)
 
-	RecalculateTaskQuota(ctx, task, actualQuota, "adaptor adjustment")
+	RecalculateTaskQuota(ctx, task, actualQuota, common.NewMessage("adaptor adjustment"))
 
 	// User quota should decrease by the delta (1000 additional charge)
 	assert.Equal(t, initQuota-(actualQuota-preConsumed), getUserQuota(t, userID))
@@ -1020,7 +1086,7 @@ func TestRecalculate_NegativeDelta(t *testing.T) {
 
 	task := makeTask(userID, channelID, preConsumed, tokenID, BillingSourceWallet, 0)
 
-	RecalculateTaskQuota(ctx, task, actualQuota, "adaptor adjustment")
+	RecalculateTaskQuota(ctx, task, actualQuota, common.NewMessage("adaptor adjustment"))
 
 	// User quota should increase by abs(delta) = 2000 (refund overpayment)
 	assert.Equal(t, initQuota+(preConsumed-actualQuota), getUserQuota(t, userID))
@@ -1054,7 +1120,7 @@ func TestRecalculate_ZeroDelta(t *testing.T) {
 
 	task := makeTask(userID, 0, preConsumed, 0, BillingSourceWallet, 0)
 
-	RecalculateTaskQuota(ctx, task, preConsumed, "exact match")
+	RecalculateTaskQuota(ctx, task, preConsumed, common.NewMessage("exact match"))
 
 	// No change to user quota
 	assert.Equal(t, initQuota, getUserQuota(t, userID))
@@ -1075,7 +1141,7 @@ func TestRecalculate_ActualQuotaZero(t *testing.T) {
 	task := makeTask(userID, 0, preConsumed, 0, BillingSourceWallet, 0)
 	require.NoError(t, model.DB.Create(task).Error)
 
-	RecalculateTaskQuota(ctx, task, 0, "zero actual")
+	RecalculateTaskQuota(ctx, task, 0, common.NewMessage("zero actual"))
 
 	assert.Equal(t, initQuota+preConsumed, getUserQuota(t, userID))
 	assert.Zero(t, task.Quota)
@@ -1094,7 +1160,7 @@ func TestRecalculate_RejectsNegativeActualQuota(t *testing.T) {
 	seedUser(t, userID, initQuota)
 	task := makeTask(userID, 0, preConsumed, 0, BillingSourceWallet, 0)
 
-	RecalculateTaskQuota(ctx, task, -1, "invalid negative actual")
+	RecalculateTaskQuota(ctx, task, -1, common.NewMessage("invalid negative actual"))
 
 	assert.Equal(t, initQuota, getUserQuota(t, userID))
 	assert.Equal(t, preConsumed, task.Quota)
@@ -1119,7 +1185,7 @@ func TestRecalculate_Subscription_NegativeDelta(t *testing.T) {
 
 	task := makeTask(userID, channelID, preConsumed, tokenID, BillingSourceSubscription, subID)
 
-	RecalculateTaskQuota(ctx, task, actualQuota, "subscription over-charge")
+	RecalculateTaskQuota(ctx, task, actualQuota, common.NewMessage("subscription over-charge"))
 
 	// Subscription used should decrease by delta (refund 3000)
 	assert.Equal(t, subUsed-int64(preConsumed-actualQuota), getSubscriptionUsed(t, subID))
@@ -1186,7 +1252,7 @@ func simulatePollBilling(ctx context.Context, task *model.Task, newStatus model.
 	}
 
 	if shouldSettle && actualQuota > 0 {
-		RecalculateTaskQuota(ctx, task, actualQuota, "test settle")
+		RecalculateTaskQuota(ctx, task, actualQuota, common.NewMessage("test settle"))
 	}
 	if shouldRefund {
 		RefundTaskQuota(ctx, task, task.FailReason)
diff --git a/service/task_plugin_view_test.go b/service/task_plugin_view_test.go
index c1823ba..10e3875 100644
--- a/service/task_plugin_view_test.go
+++ b/service/task_plugin_view_test.go
@@ -83,3 +83,28 @@ func TestBuildTaskPluginViewOmitsPrivatePollState(t *testing.T) {
 	assert.NotContains(t, payload, "poll_failures")
 	assert.NotContains(t, payload, "private_data")
 }
+
+func TestBuildTaskPluginViewEncodesKeysInMapOrder(t *testing.T) {
+	task := &model.Task{
+		TaskID:     "task_public_order",
+		Platform:   "fixture",
+		Status:     model.TaskStatusSuccess,
+		Progress:   "100%",
+		FailReason: "none",
+		CreatedAt:  1700000000,
+		UpdatedAt:  1700000100,
+		FinishTime: 1700000200,
+		Data:       []byte(`{"b":1,"a":{"10":true,"2":false}}`),
+	}
+
+	view, err := BuildTaskPluginView(task)
+	require.NoError(t, err)
+	encoded, err := common.Marshal(view)
+	require.NoError(t, err)
+	var payload map[string]any
+	require.NoError(t, common.Unmarshal(encoded, &payload))
+	require.Len(t, payload, 9)
+	reencoded, err := common.Marshal(payload)
+	require.NoError(t, err)
+	assert.Equal(t, string(reencoded), string(encoded))
+}
diff --git a/service/task_polling.go b/service/task_polling.go
index 2270034..36da6c4 100644
--- a/service/task_polling.go
+++ b/service/task_polling.go
@@ -15,6 +15,7 @@ import (
 	taskdto "github.com/QuantumNous/new-api/dto"
 	"github.com/QuantumNous/new-api/logger"
 	"github.com/QuantumNous/new-api/model"
+	perfmetrics "github.com/QuantumNous/new-api/pkg/perf_metrics"
 	"github.com/QuantumNous/new-api/relay/channel/task/taskcommon"
 	relaycommon "github.com/QuantumNous/new-api/relay/common"
 
@@ -76,8 +77,8 @@ func sweepTimedOutTasks(ctx context.Context) {
 		return
 	}
 
-	reason := fmt.Sprintf("任务超时（%d分钟）", constant.TaskTimeoutMinutes)
-	legacyReason := "任务超时（旧系统遗留任务，不进行退款，请联系管理员）"
+	reason := "Task timed out"
+	legacyReason := "Task timed out (a task left by the old system is not refunded; contact the administrator)"
 	now := time.Now().Unix()
 	timedOutCount := 0
 
@@ -99,11 +100,11 @@ func sweepTimedOutTasks(ctx context.Context) {
 
 		won, err := task.UpdateWithStatus(oldStatus)
 		if err != nil {
-			logger.LogError(ctx, fmt.Sprintf("sweepTimedOutTasks CAS update error for task %s: %v", task.TaskID, err))
+			logger.LogError(ctx, common.LogText("sweepTimedOutTasks CAS update error for task %s: %v", task.TaskID, err))
 			continue
 		}
 		if !won {
-			logger.LogInfo(ctx, fmt.Sprintf("sweepTimedOutTasks: task %s already transitioned, skip", task.TaskID))
+			logger.LogInfo(ctx, common.LogText("sweepTimedOutTasks: task %s already transitioned, skip", task.TaskID))
 			continue
 		}
 		timedOutCount++
@@ -113,7 +114,7 @@ func sweepTimedOutTasks(ctx context.Context) {
 	}
 
 	if timedOutCount > 0 {
-		logger.LogInfo(ctx, fmt.Sprintf("sweepTimedOutTasks: timed out %d tasks", timedOutCount))
+		logger.LogInfo(ctx, common.LogText("sweepTimedOutTasks: timed out %d tasks", timedOutCount))
 	}
 }
 
@@ -139,7 +140,7 @@ func RunTaskPollingOnce(ctx context.Context, report func(processed, total int))
 		ctx = context.Background()
 	}
 
-	common.SysLog("任务进度轮询开始")
+	common.SysLog(common.LogText("task progress polling started"))
 	sweepTimedOutTasks(ctx)
 	allTasks := model.GetAllUnFinishSyncTasks(constant.TaskQueryLimit)
 	summary.UnfinishedTasks = len(allTasks)
@@ -182,9 +183,9 @@ func RunTaskPollingOnce(ctx context.Context, report func(processed, total int))
 				"progress": "100%",
 			})
 			if err != nil {
-				logger.LogError(ctx, fmt.Sprintf("Fix null task_id task error: %v", err))
+				logger.LogError(ctx, common.LogText("Fix null task_id task error: %v", err))
 			} else {
-				logger.LogInfo(ctx, fmt.Sprintf("Fix null task_id task success: %v", nullTaskIds))
+				logger.LogInfo(ctx, common.LogText("Fix null task_id task success: %v", nullTaskIds))
 			}
 		}
 		if len(taskChannelM) == 0 {
@@ -196,7 +197,7 @@ func RunTaskPollingOnce(ctx context.Context, report func(processed, total int))
 	if report != nil && ctx.Err() == nil {
 		report(totalPlatforms, totalPlatforms)
 	}
-	common.SysLog("任务进度轮询完成")
+	common.SysLog(common.LogText("task progress polling finished"))
 	return summary
 }
 
@@ -212,12 +213,12 @@ func DispatchPlatformUpdate(ctx context.Context, platform constant.TaskPlatform,
 	adaptor := GetTaskAdaptorFunc(platform)
 	if batchAdaptor, ok := adaptor.(BatchTaskPollingAdaptor); ok && batchAdaptor.FetchMode() == "batch" {
 		if err := UpdateBatchTasks(ctx, batchAdaptor, taskChannelM, taskM); err != nil {
-			common.SysLog(fmt.Sprintf("UpdateBatchTasks fail: %s", err))
+			common.SysLog(common.LogText("UpdateBatchTasks fail: %s", err))
 		}
 		return
 	}
 	if err := UpdateVideoTasks(ctx, platform, taskChannelM, taskM); err != nil {
-		common.SysLog(fmt.Sprintf("UpdateVideoTasks fail: %s", err))
+		common.SysLog(common.LogText("UpdateVideoTasks fail: %s", err))
 	}
 }
 
@@ -228,14 +229,14 @@ func UpdateBatchTasks(ctx context.Context, adaptor BatchTaskPollingAdaptor, task
 		}
 		err := updateBatchTasks(ctx, adaptor, channelId, taskIds, taskM)
 		if err != nil {
-			logger.LogError(ctx, fmt.Sprintf("渠道 #%d 更新异步任务失败: %s", channelId, err.Error()))
+			logger.LogError(ctx, common.LogText("channel #%d failed to update async tasks: %s", channelId, err.Error()))
 		}
 	}
 	return nil
 }
 
 func updateBatchTasks(ctx context.Context, adaptor BatchTaskPollingAdaptor, channelId int, taskIds []string, taskM map[string]*model.Task) error {
-	logger.LogInfo(ctx, fmt.Sprintf("渠道 #%d 未完成的任务有: %d", channelId, len(taskIds)))
+	logger.LogInfo(ctx, common.LogText("channel #%d has %d unfinished tasks", channelId, len(taskIds)))
 	if ctx.Err() != nil {
 		return ctx.Err()
 	}
@@ -244,7 +245,7 @@ func updateBatchTasks(ctx context.Context, adaptor BatchTaskPollingAdaptor, chan
 	}
 	ch, err := model.CacheGetChannel(channelId)
 	if err != nil {
-		common.SysLog(fmt.Sprintf("CacheGetChannel: %v", err))
+		common.SysLog(common.LogText("CacheGetChannel: %v", err))
 		// Collect DB primary key IDs for bulk update (taskIds are upstream IDs, not task_id column values)
 		var failedIDs []int64
 		for _, upstreamID := range taskIds {
@@ -253,12 +254,12 @@ func updateBatchTasks(ctx context.Context, adaptor BatchTaskPollingAdaptor, chan
 			}
 		}
 		err = model.TaskBulkUpdateByID(failedIDs, map[string]any{
-			"fail_reason": fmt.Sprintf("获取渠道信息失败，请联系管理员，渠道ID：%d", channelId),
+			"fail_reason": "Failed to get the channel information. Please contact the administrator",
 			"status":      "FAILURE",
 			"progress":    "100%",
 		})
 		if err != nil {
-			common.SysLog(fmt.Sprintf("UpdateSunoTask error: %v", err))
+			common.SysLog(common.LogText("UpdateSunoTask error: %v", err))
 		}
 		return err
 	}
@@ -273,26 +274,33 @@ func updateBatchTasks(ctx context.Context, adaptor BatchTaskPollingAdaptor, chan
 			tasks = append(tasks, task)
 		}
 	}
+	// The channel type tells plugin adaptors whether the upstream is another
+	// New API gateway, the same signal submission derives from the request.
 	info := &relaycommon.RelayInfo{}
-	info.ChannelMeta = &relaycommon.ChannelMeta{ChannelBaseUrl: baseURL}
+	info.ChannelMeta = &relaycommon.ChannelMeta{ChannelType: ch.Type, ChannelId: ch.Id, ChannelBaseUrl: baseURL, ChannelSetting: ch.GetSetting()}
 	info.ApiKey = ch.Key
 	adaptor.Init(info)
 	resp, err := adaptor.FetchBatchTasks(baseURL, ch.Key, tasks, proxy)
 	if err != nil {
-		common.SysLog(fmt.Sprintf("Get Task Do req error: %v", err))
+		common.SysLog(common.LogText("Get Task Do req error: %v", err))
 		return recordPollFailureForTasks(ctx, adaptor, tasks, pollClassTransport, 0, err.Error())
 	}
 	defer resp.Body.Close()
 	responseBody, err := io.ReadAll(resp.Body)
 	if err != nil {
-		common.SysLog(fmt.Sprintf("Get Suno Task parse body error: %v", err))
+		common.SysLog(common.LogText("Get Suno Task parse body error: %v", err))
 		return recordPollFailureForTasks(ctx, adaptor, tasks, pollClassTransport, resp.StatusCode, err.Error())
 	}
 	switch classifyPollHTTP(resp.StatusCode) {
 	case pollClassNotFound:
-		return failTasksFromPoll(ctx, adaptor, tasks, fmt.Sprintf("upstream task not found (HTTP %d)", resp.StatusCode))
+		for _, task := range tasks {
+			if task != nil {
+				logger.LogWarn(ctx, common.LogText("task %s poll %s (failures=%d, http=%d): %s", task.TaskID, pollClassNotFound, task.PrivateData.PollFailures, resp.StatusCode, unrecognizedPollDetail("", responseBody)))
+			}
+		}
+		return failTasksFromPoll(ctx, adaptor, tasks, "Upstream task not found")
 	case pollClassAuth:
-		logger.LogWarn(ctx, fmt.Sprintf("task poll auth failure channel_id=%d http=%d", channelId, resp.StatusCode))
+		logger.LogWarn(ctx, common.LogText("task poll auth failure channel_id=%d http=%d", channelId, resp.StatusCode))
 		return recordPollFailureForTasks(ctx, adaptor, tasks, pollClassAuth, resp.StatusCode, "")
 	case pollClassTransient:
 		return recordPollFailureForTasks(ctx, adaptor, tasks, pollClassTransient, resp.StatusCode, "")
@@ -307,7 +315,7 @@ func updateBatchTasks(ctx context.Context, adaptor BatchTaskPollingAdaptor, chan
 		}
 		task := taskM[upstreamID]
 		if task == nil {
-			logger.LogWarn(ctx, fmt.Sprintf("Batch task response ignored: unknown task_id=%s", upstreamID))
+			logger.LogWarn(ctx, common.LogText("Batch task response ignored: unknown task_id=%s", upstreamID))
 			continue
 		}
 		snap := task.Snapshot()
@@ -315,13 +323,13 @@ func updateBatchTasks(ctx context.Context, adaptor BatchTaskPollingAdaptor, chan
 		parsedStatus := model.TaskStatus(responseItem.TaskInfo.Status)
 		if parsedStatus == model.TaskStatusUnknown || parsedStatus == "" || !knownPollStatus(parsedStatus) {
 			if err := recordPollFailure(ctx, adaptor, task, snap.Status, pollClassUnrecognized, resp.StatusCode, responseItem.TaskInfo.Reason); err != nil {
-				common.SysLog("UpdateSunoTask task error: " + err.Error())
+				common.SysLog(common.LogText("UpdateSunoTask task error: %s", err.Error()))
 			}
 			continue
 		}
 		if httpClass == pollClassOtherClient && isNonTerminalPollStatus(parsedStatus) {
 			if err := recordPollFailure(ctx, adaptor, task, snap.Status, pollClassUnrecognized, resp.StatusCode, responseItem.TaskInfo.Reason); err != nil {
-				common.SysLog("UpdateSunoTask task error: " + err.Error())
+				common.SysLog(common.LogText("UpdateSunoTask task error: %s", err.Error()))
 			}
 			continue
 		}
@@ -340,7 +348,7 @@ func updateBatchTasks(ctx context.Context, adaptor BatchTaskPollingAdaptor, chan
 			task.Progress = responseItem.TaskInfo.Progress
 		}
 		if responseItem.TaskInfo.Reason != "" || task.Status == model.TaskStatusFailure {
-			logger.LogInfo(ctx, task.TaskID+" 构建失败，"+task.FailReason)
+			logger.LogInfo(ctx, common.LogText("%s failed: %s", task.TaskID, task.FailReason))
 			task.Status = model.TaskStatusFailure
 			task.Progress = "100%"
 		}
@@ -350,7 +358,7 @@ func updateBatchTasks(ctx context.Context, adaptor BatchTaskPollingAdaptor, chan
 		if responseItem.Data != nil {
 			task.SetData(responseItem.Data)
 		} else if task.Status == model.TaskStatusSuccess || task.Status == model.TaskStatusFailure {
-			logger.LogWarn(ctx, fmt.Sprintf(
+			logger.LogWarn(ctx, common.LogText(
 				"Batch task %s reached terminal status without data; preserving existing task data",
 				task.TaskID,
 			))
@@ -363,18 +371,15 @@ func updateBatchTasks(ctx context.Context, adaptor BatchTaskPollingAdaptor, chan
 		terminalTransition := isDone && snap.Status != task.Status
 		won, updateErr := task.UpdateWithStatus(snap.Status)
 		if updateErr != nil {
-			common.SysLog("UpdateSunoTask task error: " + updateErr.Error())
+			common.SysLog(common.LogText("UpdateSunoTask task error: %s", updateErr.Error()))
 			continue
 		}
 		if !won {
-			logger.LogWarn(ctx, fmt.Sprintf("Batch task %s already transitioned by another process, skip billing", task.TaskID))
+			logger.LogWarn(ctx, common.LogText("Batch task %s already transitioned by another process, skip billing", task.TaskID))
 			continue
 		}
 		if terminalTransition {
-			billingSettled := settleTaskBillingOnComplete(ctx, adaptor, task, &responseItem.TaskInfo)
-			if task.Status == model.TaskStatusFailure && !billingSettled && task.Quota != 0 {
-				RefundTaskQuota(ctx, task, task.FailReason)
-			}
+			finalizeTerminalTask(ctx, adaptor, task, &responseItem.TaskInfo)
 		}
 	}
 	return nil
@@ -400,7 +405,7 @@ func UpdateVideoTasks(ctx context.Context, platform constant.TaskPlatform, taskC
 		gopool.Go(func() {
 			defer wg.Done()
 			if err := updateVideoTasks(ctx, platform, channelId, taskIds, taskM); err != nil {
-				logger.LogError(ctx, fmt.Sprintf("Channel #%d failed to update video async tasks: %s", channelId, err.Error()))
+				logger.LogError(ctx, common.LogText("Channel #%d failed to update video async tasks: %s", channelId, err.Error()))
 			}
 		})
 	}
@@ -412,7 +417,7 @@ func UpdateVideoTasks(ctx context.Context, platform constant.TaskPlatform, taskC
 }
 
 func updateVideoTasks(ctx context.Context, platform constant.TaskPlatform, channelId int, taskIds []string, taskM map[string]*model.Task) error {
-	logger.LogInfo(ctx, fmt.Sprintf("Channel #%d pending video tasks: %d", channelId, len(taskIds)))
+	logger.LogInfo(ctx, common.LogText("Channel #%d pending video tasks: %d", channelId, len(taskIds)))
 	if ctx.Err() != nil {
 		return ctx.Err()
 	}
@@ -429,12 +434,12 @@ func updateVideoTasks(ctx context.Context, platform constant.TaskPlatform, chann
 			}
 		}
 		errUpdate := model.TaskBulkUpdateByID(failedIDs, map[string]any{
-			"fail_reason": fmt.Sprintf("Failed to get channel info, channel ID: %d", channelId),
+			"fail_reason": "Failed to get the channel information. Please contact the administrator",
 			"status":      "FAILURE",
 			"progress":    "100%",
 		})
 		if errUpdate != nil {
-			common.SysLog(fmt.Sprintf("UpdateVideoTask error: %v", errUpdate))
+			common.SysLog(common.LogText("UpdateVideoTask error: %v", errUpdate))
 		}
 		return fmt.Errorf("CacheGetChannel failed: %w", err)
 	}
@@ -444,7 +449,10 @@ func updateVideoTasks(ctx context.Context, platform constant.TaskPlatform, chann
 	}
 	info := &relaycommon.RelayInfo{}
 	info.ChannelMeta = &relaycommon.ChannelMeta{
+		ChannelType:    cacheGetChannel.Type,
+		ChannelId:      cacheGetChannel.Id,
 		ChannelBaseUrl: cacheGetChannel.GetBaseURL(),
+		ChannelSetting: cacheGetChannel.GetSetting(),
 	}
 	info.ApiKey = cacheGetChannel.Key
 	adaptor.Init(info)
@@ -454,7 +462,7 @@ func updateVideoTasks(ctx context.Context, platform constant.TaskPlatform, chann
 			return ctx.Err()
 		}
 		if err := updateVideoSingleTask(ctx, adaptor, cacheGetChannel, taskId, taskM); err != nil {
-			logger.LogError(ctx, fmt.Sprintf("Failed to update video task %s: %s", taskId, err.Error()))
+			logger.LogError(ctx, common.LogText("Failed to update video task %s: %s", taskId, err.Error()))
 		}
 		if disablePollingSleep || i == len(taskIds)-1 {
 			continue
@@ -482,7 +490,7 @@ func updateVideoSingleTask(ctx context.Context, adaptor TaskPollingAdaptor, ch *
 
 	task := taskM[taskId]
 	if task == nil {
-		logger.LogError(ctx, fmt.Sprintf("Task %s not found in taskM", taskId))
+		logger.LogError(ctx, common.LogText("Task %s not found in taskM", taskId))
 		return fmt.Errorf("task %s not found", taskId)
 	}
 	key := ch.Key
@@ -506,9 +514,10 @@ func updateVideoSingleTask(ctx context.Context, adaptor TaskPollingAdaptor, ch *
 
 	switch classifyPollHTTP(resp.StatusCode) {
 	case pollClassNotFound:
-		return failTaskFromPoll(ctx, adaptor, task, snap.Status, fmt.Sprintf("upstream task not found (HTTP %d)", resp.StatusCode))
+		logger.LogWarn(ctx, common.LogText("task %s poll %s (failures=%d, http=%d): %s", task.TaskID, pollClassNotFound, task.PrivateData.PollFailures, resp.StatusCode, unrecognizedPollDetail("", responseBody)))
+		return failTaskFromPoll(ctx, adaptor, task, snap.Status, "Upstream task not found")
 	case pollClassAuth:
-		logger.LogWarn(ctx, fmt.Sprintf("task poll auth failure channel_id=%d task=%s http=%d", ch.Id, task.TaskID, resp.StatusCode))
+		logger.LogWarn(ctx, common.LogText("task poll auth failure channel_id=%d task=%s http=%d", ch.Id, task.TaskID, resp.StatusCode))
 		return recordPollFailure(ctx, adaptor, task, snap.Status, pollClassAuth, resp.StatusCode, "")
 	case pollClassTransient:
 		return recordPollFailure(ctx, adaptor, task, snap.Status, pollClassTransient, resp.StatusCode, "")
@@ -579,14 +588,14 @@ func updateVideoSingleTask(ctx context.Context, adaptor TaskPollingAdaptor, ch *
 		}
 		shouldFinalizeBilling = true
 	case model.TaskStatusFailure:
-		logger.LogJson(ctx, fmt.Sprintf("Task %s failed", taskId), task)
+		logger.LogJson(ctx, common.LogText("Task %s failed", taskId), task)
 		task.Status = model.TaskStatusFailure
 		task.Progress = taskcommon.ProgressComplete
 		if task.FinishTime == 0 {
 			task.FinishTime = now
 		}
 		task.FailReason = taskResult.Reason
-		logger.LogInfo(ctx, fmt.Sprintf("Task %s failed: %s", task.TaskID, task.FailReason))
+		logger.LogInfo(ctx, common.LogText("Task %s failed: %s", task.TaskID, task.FailReason))
 		taskResult.Progress = taskcommon.ProgressComplete
 		shouldFinalizeBilling = true
 	}
@@ -598,15 +607,15 @@ func updateVideoSingleTask(ctx context.Context, adaptor TaskPollingAdaptor, ch *
 	if isDone && snap.Status != task.Status {
 		won, err := task.UpdateWithStatus(snap.Status)
 		if err != nil {
-			logger.LogError(ctx, fmt.Sprintf("UpdateWithStatus failed for task %s: %s", task.TaskID, err.Error()))
+			logger.LogError(ctx, common.LogText("UpdateWithStatus failed for task %s: %s", task.TaskID, err.Error()))
 			shouldFinalizeBilling = false
 		} else if !won {
-			logger.LogWarn(ctx, fmt.Sprintf("Task %s CAS lost or no-op update, skip billing", task.TaskID))
+			logger.LogWarn(ctx, common.LogText("Task %s CAS lost or no-op update, skip billing", task.TaskID))
 			shouldFinalizeBilling = false
 		}
 	} else if !snap.Equal(task.Snapshot()) {
 		if _, err := task.UpdateWithStatus(snap.Status); err != nil {
-			logger.LogError(ctx, fmt.Sprintf("Failed to update task %s: %s", task.TaskID, err.Error()))
+			logger.LogError(ctx, common.LogText("Failed to update task %s: %s", task.TaskID, err.Error()))
 		}
 	} else {
 		// No changes, skip update
@@ -614,15 +623,21 @@ func updateVideoSingleTask(ctx context.Context, adaptor TaskPollingAdaptor, ch *
 	}
 
 	if shouldFinalizeBilling {
-		billingSettled := settleTaskBillingOnComplete(ctx, adaptor, task, taskResult)
-		if task.Status == model.TaskStatusFailure && !billingSettled && task.Quota != 0 {
-			RefundTaskQuota(ctx, task, task.FailReason)
-		}
+		finalizeTerminalTask(ctx, adaptor, task, taskResult)
 	}
 
 	return nil
 }
 
+// finalizeTerminalTask 终态统一收尾（状态 CAS 赢家调用，恰好一次）：采样 + 结算 + 失败兜底退款。
+func finalizeTerminalTask(ctx context.Context, adaptor TaskPollingAdaptor, task *model.Task, taskResult *relaycommon.TaskInfo) {
+	perfmetrics.RecordTaskResult(task, taskResult)
+	billingSettled := settleTaskBillingOnComplete(ctx, adaptor, task, taskResult)
+	if task.Status == model.TaskStatusFailure && !billingSettled && task.Quota != 0 {
+		RefundTaskQuota(ctx, task, task.FailReason)
+	}
+}
+
 func redactVideoResponseBody(body []byte) []byte {
 	var m map[string]any
 	if err := common.Unmarshal(body, &m); err != nil {
@@ -670,25 +685,25 @@ func settleTaskBillingOnComplete(ctx context.Context, adaptor TaskPollingAdaptor
 		}
 		result, usageFacts, err := EvaluateTaskCompletionUsage(bc.TieredSnapshot, taskResult.UsageFacts)
 		if err != nil {
-			logger.LogWarn(ctx, fmt.Sprintf("任务 %s 表达式结算失败，保留预扣额度: %v", task.TaskID, err))
+			logger.LogWarn(ctx, common.LogText("task %s expression settlement failed, keeping the pre-consumed quota: %v", task.TaskID, err))
 			return true
 		}
 		if result.Clamp != nil {
-			logger.LogWarn(ctx, fmt.Sprintf("任务 %s 表达式结算额度发生饱和: %+v", task.TaskID, result.Clamp))
+			logger.LogWarn(ctx, common.LogText("task %s expression settlement quota was clamped: %+v", task.TaskID, result.Clamp))
 		}
 		bc.TieredSnapshot.UsageFacts = usageFacts
 		bc.TieredSnapshot.EstimatedTier = result.MatchedTier
-		RecalculateTaskQuota(ctx, task, result.ActualQuotaAfterGroup, "任务用量表达式结算", result.Clamp)
+		RecalculateTaskQuota(ctx, task, result.ActualQuotaAfterGroup, common.NewMessage("Settled by the task usage expression"), result.Clamp)
 		return true
 	}
 	// 按次计费的成功任务保持预扣；失败任务由调用方全额退款。
 	if bc := task.PrivateData.BillingContext; bc != nil && bc.PerCallBilling {
-		logger.LogInfo(ctx, fmt.Sprintf("任务 %s 按次计费，跳过差额结算", task.TaskID))
+		logger.LogInfo(ctx, common.LogText("task %s is billed per request, skipping difference settlement", task.TaskID))
 		return false
 	}
 	// 优先让 adaptor 决定最终额度。
 	if actualQuota := adaptor.AdjustBillingOnComplete(task, taskResult); actualQuota > 0 {
-		RecalculateTaskQuota(ctx, task, actualQuota, "adaptor计费调整")
+		RecalculateTaskQuota(ctx, task, actualQuota, common.NewMessage("Adjusted by the channel adaptor"))
 		return true
 	}
 	// 回退到 token 重算。
@@ -737,17 +752,6 @@ func isNonTerminalPollStatus(status model.TaskStatus) bool {
 	}
 }
 
-func pollFailureReason(class string, statusCode int, detail string) string {
-	reason := fmt.Sprintf("poll failed: %s", class)
-	if statusCode > 0 {
-		reason = fmt.Sprintf("poll failed: %s (HTTP %d)", class, statusCode)
-	}
-	if detail != "" {
-		reason = reason + ": " + detail
-	}
-	return reason
-}
-
 // unrecognizedPollDetail pairs the plugin's reason with a bounded copy of the
 // upstream body so the WARN line is enough to diagnose a parser gap.
 func unrecognizedPollDetail(reason string, body []byte) string {
@@ -764,16 +768,18 @@ func unrecognizedPollDetail(reason string, body []byte) string {
 
 func recordPollFailure(ctx context.Context, adaptor TaskPollingAdaptor, task *model.Task, fromStatus model.TaskStatus, class string, statusCode int, detail string) error {
 	task.PrivateData.PollFailures++
-	if class == pollClassUnrecognized || class == pollClassHookError {
-		// The redacted body is intentionally not persisted to Task.Data on these
-		// paths, so the WARN line is the only operator-visible copy of what the
-		// plugin could not interpret.
-		logger.LogWarn(ctx, fmt.Sprintf("task %s poll %s (failures=%d, http=%d): %s", task.TaskID, class, task.PrivateData.PollFailures, statusCode, detail))
-	}
 	// TASK_POLL_MAX_FAILURES <= 0 disables the consecutive-failure cutoff, matching
 	// TASK_TIMEOUT_MINUTES semantics; the 24h sweep remains the only backstop.
-	if constant.TaskPollMaxFailures > 0 && task.PrivateData.PollFailures >= constant.TaskPollMaxFailures {
-		return failTaskFromPoll(ctx, adaptor, task, fromStatus, pollFailureReason(class, statusCode, detail))
+	giveUp := constant.TaskPollMaxFailures > 0 && task.PrivateData.PollFailures >= constant.TaskPollMaxFailures
+	if giveUp || class == pollClassUnrecognized || class == pollClassHookError {
+		// The redacted body is intentionally not persisted to Task.Data on these
+		// paths, and the fail reason of a task that is given up is a fixed
+		// sentence, so the WARN line is the only operator-visible copy of the
+		// class, the status and what the plugin could not interpret.
+		logger.LogWarn(ctx, common.LogText("task %s poll %s (failures=%d, http=%d): %s", task.TaskID, class, task.PrivateData.PollFailures, statusCode, detail))
+	}
+	if giveUp {
+		return failTaskFromPoll(ctx, adaptor, task, fromStatus, "Failed to query the upstream task status")
 	}
 	if _, err := task.UpdateWithStatus(fromStatus); err != nil {
 		return err
@@ -809,11 +815,7 @@ func failTaskFromPoll(ctx context.Context, adaptor TaskPollingAdaptor, task *mod
 	if !won {
 		return nil
 	}
-	taskResult := relaycommon.FailTaskInfo(reason)
-	billingSettled := settleTaskBillingOnComplete(ctx, adaptor, task, taskResult)
-	if !billingSettled && task.Quota != 0 {
-		RefundTaskQuota(ctx, task, reason)
-	}
+	finalizeTerminalTask(ctx, adaptor, task, relaycommon.FailTaskInfo(reason))
 	return nil
 }
 
diff --git a/service/task_polling_test.go b/service/task_polling_test.go
index b06b699..d4668d0 100644
--- a/service/task_polling_test.go
+++ b/service/task_polling_test.go
@@ -24,6 +24,7 @@ import (
 
 type taskPollingFetchAdaptor struct {
 	mu           sync.Mutex
+	initInfo     *relaycommon.RelayInfo
 	taskIDs      []string
 	fetched      chan string
 	blockTaskID  string
@@ -59,7 +60,19 @@ func (a *batchPollingAdaptor) ParseBatchResult(_ []*model.Task, _ *http.Response
 	return results, nil
 }
 
-func (a *taskPollingFetchAdaptor) Init(_ *relaycommon.RelayInfo) {}
+func (a *taskPollingFetchAdaptor) Init(info *relaycommon.RelayInfo) {
+	a.mu.Lock()
+	defer a.mu.Unlock()
+	a.initInfo = info
+}
+func (a *taskPollingFetchAdaptor) initChannelMeta() *relaycommon.ChannelMeta {
+	a.mu.Lock()
+	defer a.mu.Unlock()
+	if a.initInfo == nil {
+		return nil
+	}
+	return a.initInfo.ChannelMeta
+}
 
 func (a *taskPollingFetchAdaptor) FetchTask(_ string, _ string, task *model.Task, _ string) (*http.Response, error) {
 	taskID := ""
@@ -225,6 +238,37 @@ func TestUpdateVideoTasksDefaultSleepWaitsBetweenTasks(t *testing.T) {
 	assert.Equal(t, 1, adaptor.fetchCount())
 }
 
+func TestPollingPassesExecutingChannelTypeToAdaptor(t *testing.T) {
+	truncate(t)
+	const channelID = 112
+	baseURL := "https://gateway.example"
+	gateway := &model.Channel{Id: channelID, Type: constant.ChannelTypeNewAPI, Name: "gateway", Key: "sk-gateway", Status: common.ChannelStatusEnabled, BaseURL: &baseURL}
+	gateway.SetOtherSettings(dto.ChannelOtherSettings{DisableTaskPollingSleep: true})
+	require.NoError(t, model.DB.Create(gateway).Error)
+	task := seedPollingTask(t, channelID, "task_gateway", "upstream_gateway")
+	taskChannels := map[int][]string{channelID: {task.GetUpstreamTaskID()}}
+	tasks := map[string]*model.Task{task.GetUpstreamTaskID(): task}
+
+	perTask := &taskPollingFetchAdaptor{}
+	previousFactory := GetTaskAdaptorFunc
+	GetTaskAdaptorFunc = func(constant.TaskPlatform) TaskPollingAdaptor { return perTask }
+	t.Cleanup(func() { GetTaskAdaptorFunc = previousFactory })
+	require.NoError(t, UpdateVideoTasks(context.Background(), constant.TaskPlatform("kling"), taskChannels, tasks))
+	meta := perTask.initChannelMeta()
+	require.NotNil(t, meta, "per-task polling initializes the adaptor with channel metadata")
+	assert.Equal(t, constant.ChannelTypeNewAPI, meta.ChannelType, "the adaptor derives the upstream kind from the channel type")
+	assert.Equal(t, channelID, meta.ChannelId)
+	assert.Equal(t, baseURL, meta.ChannelBaseUrl)
+
+	batch := &batchPollingAdaptor{}
+	require.NoError(t, UpdateBatchTasks(context.Background(), batch, taskChannels, tasks))
+	meta = batch.initChannelMeta()
+	require.NotNil(t, meta, "batch polling initializes the adaptor with channel metadata")
+	assert.Equal(t, constant.ChannelTypeNewAPI, meta.ChannelType)
+	assert.Equal(t, channelID, meta.ChannelId)
+	assert.Equal(t, baseURL, meta.ChannelBaseUrl)
+}
+
 func TestDispatchPlatformUpdateUsesFetchMode(t *testing.T) {
 	truncate(t)
 	const channelID = 109
@@ -722,8 +766,8 @@ func TestSweepTimedOutTasksHonorsRefundRolloutBoundary(t *testing.T) {
 	assert.EqualValues(t, model.TaskStatusFailure, reloadedModern.Status)
 	assert.Zero(t, reloadedLegacy.Quota)
 	assert.Zero(t, reloadedModern.Quota)
-	assert.Contains(t, reloadedLegacy.FailReason, "旧系统遗留任务")
-	assert.Contains(t, reloadedModern.FailReason, "任务超时")
+	assert.Contains(t, reloadedLegacy.FailReason, "old system")
+	assert.Equal(t, "Task timed out", reloadedModern.FailReason)
 	assert.Equal(t, initialQuota+modernTaskQuota, getUserQuota(t, userID))
 	assert.Equal(t, int64(1), countLogs(t))
 }
@@ -802,7 +846,7 @@ func TestUpdateVideoSingleTaskPollClassification(t *testing.T) {
 			statusCode:    http.StatusNotFound,
 			wantStatus:    model.TaskStatusFailure,
 			wantRefund:    true,
-			wantReason:    "upstream task not found (HTTP 404)",
+			wantReason:    "Upstream task not found",
 			wantUnchanged: false,
 		},
 		{
@@ -820,7 +864,7 @@ func TestUpdateVideoSingleTaskPollClassification(t *testing.T) {
 			wantStatus:    model.TaskStatusFailure,
 			wantFailures:  3,
 			wantRefund:    true,
-			wantReason:    "poll failed: transient (HTTP 429)",
+			wantReason:    "Failed to query the upstream task status",
 		},
 		{
 			name:          "UNKNOWN increments",
@@ -904,7 +948,7 @@ func TestUpdateVideoSingleTaskPollClassification(t *testing.T) {
 				assert.Empty(t, persisted.FailReason)
 			}
 			if testCase.wantReason != "" {
-				assert.Contains(t, persisted.FailReason, testCase.wantReason)
+				assert.Equal(t, testCase.wantReason, persisted.FailReason)
 			}
 			if testCase.wantState != "" {
 				assert.JSONEq(t, testCase.wantState, string(persisted.PrivateData.PluginState))
@@ -939,7 +983,7 @@ func TestUpdateBatchTasksPollClassification(t *testing.T) {
 			statusCode: http.StatusNotFound,
 			wantStatus: model.TaskStatusFailure,
 			wantRefund: true,
-			wantReason: "upstream task not found (HTTP 404)",
+			wantReason: "Upstream task not found",
 		},
 		{
 			name:         "401 increments every task",
@@ -986,7 +1030,7 @@ func TestUpdateBatchTasksPollClassification(t *testing.T) {
 			assert.EqualValues(t, testCase.wantStatus, persisted.Status)
 			assert.Equal(t, testCase.wantFailures, persisted.PrivateData.PollFailures)
 			if testCase.wantReason != "" {
-				assert.Contains(t, persisted.FailReason, testCase.wantReason)
+				assert.Equal(t, testCase.wantReason, persisted.FailReason)
 			}
 			if testCase.wantRefund {
 				assert.Equal(t, initialQuota+preConsumed, getUserQuota(t, userID))
diff --git a/service/text_quota.go b/service/text_quota.go
index 83d8e2a..7d4f756 100644
--- a/service/text_quota.go
+++ b/service/text_quota.go
@@ -1,7 +1,6 @@
 package service
 
 import (
-	"fmt"
 	"math"
 	"sort"
 	"strings"
@@ -68,11 +67,15 @@ type textQuotaSummary struct {
 }
 
 // hasBillableUsage reports whether this request should incur any charge.
-// A request can carry zero tokens yet still be billable via a tool-call
+// Claude reports cache tokens separately from ordinary input and output.
+// A request can carry zero ordinary tokens yet still be billable via cache or a tool-call
 // surcharge (e.g. /v1/alpha/search returns no usage but bills one web_search
 // call), so token count alone is not sufficient to decide.
 func (s *textQuotaSummary) hasBillableUsage() bool {
-	return s.FixedPriceBilling || s.TotalTokens > 0 || !s.ToolCallSurchargeQuota.IsZero()
+	return s.FixedPriceBilling || s.TotalTokens > 0 ||
+		(s.IsClaudeUsageSemantic && (s.CacheTokens > 0 || s.CacheCreationTokens > 0 ||
+			s.CacheCreationTokens5m > 0 || s.CacheCreationTokens1h > 0)) ||
+		!s.ToolCallSurchargeQuota.IsZero()
 }
 
 func cacheWriteTokensTotal(summary textQuotaSummary) int {
@@ -132,7 +135,7 @@ func mergeToolSurchargeItems(items []ToolSurchargeItem) []ToolSurchargeItem {
 			merged[lastIndex].Name == item.Name &&
 			merged[lastIndex].Price == item.Price {
 			if item.Count > math.MaxInt-merged[lastIndex].Count {
-				common.SysError("tool surcharge call count overflow for " + item.Name)
+				common.SysError(common.LogText("tool surcharge call count overflow for %s", item.Name))
 				merged[lastIndex].Count = math.MaxInt
 			} else {
 				merged[lastIndex].Count += item.Count
@@ -155,7 +158,12 @@ func calculateTextToolCallSurcharge(ctx *gin.Context, relayInfo *relaycommon.Rel
 			if tool == nil {
 				continue
 			}
-			items = collectToolSurchargeItem(items, name, tool.CallCount, summary.ModelName)
+			count := tool.CallCount
+			if count > relaycommon.MaxBillableToolCallCount {
+				logger.LogWarn(ctx, common.LogText("tool surcharge call count clamped: tool=%s count=%d", name, count))
+				count = relaycommon.MaxBillableToolCallCount
+			}
+			items = collectToolSurchargeItem(items, name, count, summary.ModelName)
 		}
 	}
 	if relayInfo.RelayMode != relayconstant.RelayModeResponses &&
@@ -163,17 +171,6 @@ func calculateTextToolCallSurcharge(ctx *gin.Context, relayInfo *relaycommon.Rel
 		items = collectToolSurchargeItem(items, dto.BuildInToolWebSearchPreview, 1, summary.ModelName)
 	}
 
-	items = collectToolSurchargeItem(
-		items,
-		dto.BuildInToolWebSearch,
-		ctx.GetInt("claude_web_search_requests"),
-		summary.ModelName,
-	)
-
-	if ctx.GetBool("gemini_google_search_call") {
-		items = collectToolSurchargeItem(items, dto.BuildInToolGoogleSearch, 1, summary.ModelName)
-	}
-
 	summary.ToolSurchargeItems = mergeToolSurchargeItems(items)
 	var surcharge decimal.Decimal
 	for _, item := range summary.ToolSurchargeItems {
@@ -390,11 +387,18 @@ func usageSemanticFromUsage(relayInfo *relaycommon.RelayInfo, usage *dto.Usage)
 	return "openai"
 }
 
-func PostTextConsumeQuota(ctx *gin.Context, relayInfo *relaycommon.RelayInfo, usage *dto.Usage, extraContent []string) {
+func PostTextConsumeQuota(ctx *gin.Context, relayInfo *relaycommon.RelayInfo, usage *dto.Usage, extraContent []*common.Message) {
 	originUsage := usage
 	billingUsage := effectiveBillingUsage(usage)
+	var cacheReadAdjustment *claudeCacheReadAdjustment
+	if !common.GetContextKeyBool(ctx, constant.ContextKeyLocalCountTokens) {
+		billingUsage, cacheReadAdjustment = normalizeClaudeCacheReadUsage(relayInfo, billingUsage)
+		if cacheReadAdjustment != nil && cacheReadAdjustment.Status == "invalid_usage" {
+			logger.LogWarn(ctx, "invalid Claude cache-read usage; channel compatibility adjustment skipped")
+		}
+	}
 	if usage == nil {
-		extraContent = append(extraContent, "上游无计费信息")
+		extraContent = append(extraContent, common.NewMessage("Upstream returned no usage"))
 	}
 	if originUsage != nil && !ctx.GetBool("attempt_checkpoint") {
 		ObserveChannelAffinityUsageCacheByRelayFormat(ctx, billingUsage, relayInfo.GetFinalRequestRelayFormat())
@@ -437,21 +441,20 @@ func PostTextConsumeQuota(ctx *gin.Context, relayInfo *relaycommon.RelayInfo, us
 			Div(decimal.NewFromInt(1000)).
 			Mul(decimal.NewFromFloat(summary.GroupRatio)).
 			Mul(decimal.NewFromFloat(common.QuotaPerUnit))
-		extraContent = append(extraContent, fmt.Sprintf(
-			"%s 调用 %d 次，调用花费 %s",
-			item.Name,
-			item.Count,
-			logger.LogQuota(common.QuotaFromDecimal(q)),
-		))
+		extraContent = append(extraContent, common.NewMessage("{{name}} called {{count}} times, cost {{quota}}", map[string]any{
+			"name":  item.Name,
+			"count": item.Count,
+			"quota": logger.FormatQuota(common.QuotaFromDecimal(q)),
+		}))
 	}
 	if summary.AudioInputPrice > 0 && summary.AudioTokens > 0 {
 		q := decimal.NewFromFloat(summary.AudioInputPrice).Div(decimal.NewFromInt(1000000)).Mul(decimal.NewFromInt(int64(summary.AudioTokens))).Mul(decimal.NewFromFloat(summary.GroupRatio)).Mul(decimal.NewFromFloat(common.QuotaPerUnit))
-		extraContent = append(extraContent, fmt.Sprintf("Audio Input 花费 %s", logger.LogQuota(common.QuotaFromDecimal(q))))
+		extraContent = append(extraContent, common.NewMessage("Audio input cost {{quota}}", map[string]any{"quota": logger.FormatQuota(common.QuotaFromDecimal(q))}))
 	}
 
 	if !summary.hasBillableUsage() {
-		extraContent = append(extraContent, "上游没有返回计费信息，无法扣费（可能是上游超时）")
-		logger.LogError(ctx, fmt.Sprintf("total tokens is 0, cannot consume quota, userId %d, channelId %d, tokenId %d, model %s， pre-consumed quota %d", relayInfo.UserId, relayInfo.ChannelId, relayInfo.TokenId, summary.ModelName, relayInfo.FinalPreConsumedQuota))
+		extraContent = append(extraContent, common.NewMessage("Upstream returned no usage, so nothing was charged (possibly an upstream timeout)"))
+		logger.LogError(ctx, common.LogText("total tokens is 0, cannot consume quota, userId %d, channelId %d, tokenId %d, model %s， pre-consumed quota %d", relayInfo.UserId, relayInfo.ChannelId, relayInfo.TokenId, summary.ModelName, relayInfo.FinalPreConsumedQuota))
 	} else if relayInfo.DurableAttemptID == 0 {
 		model.UpdateUserUsedQuotaAndRequestCount(relayInfo.UserId, summary.Quota)
 		model.UpdateChannelUsedQuota(relayInfo.ChannelId, summary.Quota)
@@ -459,21 +462,20 @@ func PostTextConsumeQuota(ctx *gin.Context, relayInfo *relaycommon.RelayInfo, us
 
 	if relayInfo.DurableAttemptID == 0 {
 		if err := SettleBilling(ctx, relayInfo, summary.Quota); err != nil {
-			logger.LogError(ctx, "error settling billing: "+err.Error())
+			logger.LogError(ctx, common.LogText("error settling billing: %s", err.Error()))
 		}
 	}
 
 	logModel := summary.ModelName
 	if strings.HasPrefix(logModel, "gpt-4-gizmo") {
 		logModel = "gpt-4-gizmo-*"
-		extraContent = append(extraContent, fmt.Sprintf("模型 %s", summary.ModelName))
+		extraContent = append(extraContent, common.NewMessage("Model {{model}}", map[string]any{"model": summary.ModelName}))
 	}
 	if strings.HasPrefix(logModel, "gpt-4o-gizmo") {
 		logModel = "gpt-4o-gizmo-*"
-		extraContent = append(extraContent, fmt.Sprintf("模型 %s", summary.ModelName))
+		extraContent = append(extraContent, common.NewMessage("Model {{model}}", map[string]any{"model": summary.ModelName}))
 	}
 
-	logContent := strings.Join(extraContent, ", ")
 	var other *model.LogOther
 	if summary.IsClaudeUsageSemantic {
 		other = GenerateClaudeOtherInfo(ctx, relayInfo,
@@ -488,6 +490,9 @@ func PostTextConsumeQuota(ctx *gin.Context, relayInfo *relaycommon.RelayInfo, us
 		other = GenerateTextOtherInfo(ctx, relayInfo, summary.ModelRatio, summary.GroupRatio, summary.CompletionRatio, summary.CacheTokens, summary.CacheRatio, summary.ModelPrice, relayInfo.PriceData.GroupRatioInfo.GroupSpecialRatio)
 	}
 	appendUsageBillingPathForLog(other, common.GetContextKeyBool(ctx, constant.ContextKeyLocalCountTokens), originUsage)
+	if cacheReadAdjustment != nil {
+		other.SetAdmin("cache_read_adjustment", cacheReadAdjustment)
+	}
 	if adminRejectReason != "" {
 		other.SetAdmin("reject_reason", adminRejectReason)
 	}
@@ -542,7 +547,7 @@ func PostTextConsumeQuota(ctx *gin.Context, relayInfo *relaycommon.RelayInfo, us
 		ModelName:        logModel,
 		TokenName:        summary.TokenName,
 		Quota:            summary.Quota,
-		Content:          logContent,
+		Content:          extraContent,
 		TokenId:          relayInfo.TokenId,
 		UseTimeSeconds:   int(summary.UseTimeSeconds),
 		IsStream:         relayInfo.IsStream,
diff --git a/service/text_quota_test.go b/service/text_quota_test.go
index 1ea7149..4bba8e8 100644
--- a/service/text_quota_test.go
+++ b/service/text_quota_test.go
@@ -15,6 +15,7 @@ import (
 	relaycommon "github.com/QuantumNous/new-api/relay/common"
 	relayconstant "github.com/QuantumNous/new-api/relay/constant"
 	"github.com/QuantumNous/new-api/relaykit/dto"
+	"github.com/QuantumNous/new-api/relaykit/relayconvert"
 	"github.com/QuantumNous/new-api/relaykit/types"
 	"github.com/QuantumNous/new-api/setting/operation_setting"
 	hosttypes "github.com/QuantumNous/new-api/types"
@@ -90,10 +91,207 @@ func TestFixedPriceBillingDatabaseMatrix(t *testing.T) {
 			require.NoError(t, db.Raw(versionQuery).Scan(&version).Error)
 			t.Logf("database: %s", version)
 			runFixedPriceAccountingCases(t, db, logDB)
+			t.Run("claude cache read compatibility", func(t *testing.T) {
+				runClaudeCacheReadAccountingCases(t, db, logDB)
+			})
 		})
 	}
 }
 
+func claudeCacheReadTestInfo() *relaycommon.RelayInfo {
+	return &relaycommon.RelayInfo{
+		OriginModelName: "deepseek-v4.1-flash", RelayFormat: types.RelayFormatClaude,
+		ChannelMeta: &relaycommon.ChannelMeta{
+			ChannelId: 22, UpstreamModelName: "deepseek-v4.1-flash",
+			ChannelOtherSettings: dto.ChannelOtherSettings{ClaudeInputIncludesCacheReadModels: []string{"deepseek-v4.1-flash"}},
+		},
+		PriceData: hosttypes.PriceData{ModelRatio: 1, CompletionRatio: 4, CacheRatio: 0.02, CacheCreationRatio: 1.25,
+			GroupRatioInfo: hosttypes.GroupRatioInfo{GroupRatio: 0.162}},
+		StartTime: time.Now(),
+	}
+}
+
+func TestClaudeCacheReadCompatibility(t *testing.T) {
+	for _, tc := range []struct {
+		name                   string
+		prompt, cached, output int
+		wantQuota              int
+	}{
+		{"screenshot 1", 275773, 275200, 287, 1170},
+		{"screenshot 2", 275328, 274944, 2117, 2325},
+		{"screenshot 3", 275049, 270336, 3926, 4183},
+		{"screenshot 4", 270431, 270208, 58, 949},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			info := claudeCacheReadTestInfo()
+			original := &dto.Usage{BillingUsage: dto.NewClaudeMessagesBillingUsage(&dto.ClaudeUsage{
+				InputTokens: tc.prompt, CacheReadInputTokens: tc.cached, OutputTokens: tc.output,
+			})}
+			before, err := common.Marshal(original)
+			require.NoError(t, err)
+			canonical := effectiveBillingUsage(original)
+			adjusted, audit := normalizeClaudeCacheReadUsage(info, canonical)
+			require.NotNil(t, audit)
+			assert.Equal(t, "applied", audit.Status)
+			assert.Equal(t, tc.prompt, audit.OriginalInputTokens)
+			assert.Equal(t, tc.prompt-tc.cached, adjusted.PromptTokens)
+			assert.Equal(t, tc.prompt, adjusted.InputTokens)
+			assert.Equal(t, tc.prompt-tc.cached, adjusted.BillingUsage.ClaudeUsage.InputTokens)
+			ctx, _ := gin.CreateTestContext(httptest.NewRecorder())
+			assert.Equal(t, tc.wantQuota, calculateTextQuotaSummary(ctx, info, adjusted).Quota)
+			params := BuildTieredTokenParams(adjusted, true, billingexpr.UsedVars("p * 2 + cr * 0.04 + c * 8"))
+			assert.Equal(t, float64(tc.prompt), params.Len)
+			assert.Equal(t, float64(tc.prompt-tc.cached), params.P)
+			cost, _, err := billingexpr.RunExprWithRequest("p * 2 + cr * 0.04 + c * 8", params, billingexpr.RequestInput{})
+			require.NoError(t, err)
+			assert.Equal(t, tc.wantQuota, common.QuotaRound(cost/1_000_000*common.QuotaPerUnit*0.162))
+			withoutSeparateCache := BuildTieredTokenParams(adjusted, true, billingexpr.UsedVars("p * 2 + c * 8"))
+			assert.Equal(t, float64(tc.prompt), withoutSeparateCache.P)
+			again, _ := normalizeClaudeCacheReadUsage(info, effectiveBillingUsage(original))
+			assert.Equal(t, adjusted, again, "re-reading the same upstream snapshot must not accumulate corrections")
+			after, err := common.Marshal(original)
+			require.NoError(t, err)
+			assert.Equal(t, before, after)
+			assert.Equal(t, tc.prompt, canonical.PromptTokens)
+		})
+	}
+}
+
+func TestClaudeCacheReadCompatibilityBoundaries(t *testing.T) {
+	for _, tc := range []struct {
+		name                         string
+		prompt, cached, creation     int
+		estimated, disabled, openAI  bool
+		model, returnedModel, status string
+		wantPrompt, wantInput        int
+	}{
+		{name: "disabled standard Anthropic", prompt: 100, cached: 80, disabled: true, wantPrompt: 100, wantInput: 180},
+		{name: "another model", prompt: 100, cached: 80, model: "deepseek-v4-pro", wantPrompt: 100, wantInput: 180},
+		{name: "exact names only", prompt: 100, cached: 80, model: "deepseek-v4.1-flash-extra", wantPrompt: 100, wantInput: 180},
+		{name: "returned model cannot opt in", prompt: 100, cached: 80, model: "other", returnedModel: "deepseek-v4.1-flash", wantPrompt: 100, wantInput: 180},
+		{name: "returned model cannot opt out", prompt: 100, cached: 80, returnedModel: "other", status: "applied", wantPrompt: 20, wantInput: 100},
+		{name: "OpenAI snapshot remains authoritative", prompt: 100, cached: 80, openAI: true, wantPrompt: 100, wantInput: 100},
+		{name: "estimated usage", prompt: 100, cached: 80, estimated: true, wantPrompt: 100, wantInput: 180},
+		{name: "zero cache", prompt: 100, wantPrompt: 100, wantInput: 100},
+		{name: "full cache", prompt: 100, cached: 100, status: "applied", wantInput: 100},
+		{name: "cache writes remain separate", prompt: 100, cached: 80, creation: 10, status: "applied", wantPrompt: 20, wantInput: 110},
+		{name: "negative prompt", prompt: -1, cached: 80, status: "invalid_usage", wantPrompt: -1, wantInput: 79},
+		{name: "negative cache", prompt: 100, cached: -1, status: "invalid_usage", wantPrompt: 100, wantInput: 99},
+		{name: "cache exceeds input", prompt: 100, cached: 101, status: "invalid_usage", wantPrompt: 100, wantInput: 201},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			info := claudeCacheReadTestInfo()
+			if tc.disabled {
+				info.ChannelOtherSettings.ClaudeInputIncludesCacheReadModels = nil
+			}
+			if tc.model != "" {
+				info.UpstreamModelName = tc.model
+			}
+			if tc.returnedModel != "" {
+				info.ObserveResponseModel(tc.returnedModel)
+				info.UpstreamModelName = tc.returnedModel
+			}
+			usage := &dto.Usage{BillingUsage: dto.NewClaudeMessagesBillingUsage(&dto.ClaudeUsage{
+				InputTokens: tc.prompt, CacheReadInputTokens: tc.cached, CacheCreationInputTokens: tc.creation, OutputTokens: 1,
+			})}
+			if tc.openAI {
+				usage.BillingUsage = dto.NewOpenAIChatBillingUsage(&dto.Usage{PromptTokens: tc.prompt, CompletionTokens: 1,
+					PromptTokensDetails: dto.InputTokenDetails{CachedTokens: tc.cached}})
+			}
+			usage.BillingUsage.Estimated = tc.estimated
+			canonical := effectiveBillingUsage(usage)
+			adjusted, audit := normalizeClaudeCacheReadUsage(info, canonical)
+			assert.Equal(t, tc.wantPrompt, adjusted.PromptTokens)
+			assert.Equal(t, tc.wantInput, adjusted.InputTokens)
+			if tc.status == "" {
+				assert.Nil(t, audit)
+				assert.Same(t, canonical, adjusted)
+			} else {
+				require.NotNil(t, audit)
+				assert.Equal(t, tc.status, audit.Status)
+			}
+			assert.Equal(t, tc.creation, adjusted.PromptTokensDetails.CacheCreationTokensTotal())
+		})
+	}
+}
+
+func runClaudeCacheReadAccountingCases(t *testing.T, db, logDB *gorm.DB) {
+	t.Helper()
+	for _, stream := range []bool{false, true} {
+		for _, expression := range []bool{false, true} {
+			t.Run(fmt.Sprintf("stream=%t expression=%t", stream, expression), func(t *testing.T) {
+				const initialQuota = 1_000_000
+				info := claudeCacheReadTestInfo()
+				channel := model.Channel{Name: "cache-read-test", Key: "unused", Status: common.ChannelStatusEnabled}
+				channel.SetOtherSettings(info.ChannelOtherSettings)
+				require.NoError(t, db.Create(&channel).Error)
+				user := model.User{Username: fmt.Sprintf("cache_read_%t_%t", stream, expression), Quota: initialQuota, Status: common.UserStatusEnabled}
+				require.NoError(t, db.Create(&user).Error)
+				token := model.Token{UserId: user.Id, Key: fmt.Sprintf("cache-read-%t-%t", stream, expression), RemainQuota: initialQuota, Status: common.TokenStatusEnabled}
+				require.NoError(t, db.Create(&token).Error)
+				t.Cleanup(func() {
+					require.NoError(t, logDB.Where("user_id = ?", user.Id).Delete(&model.Log{}).Error)
+					require.NoError(t, db.Unscoped().Delete(&token).Error)
+					require.NoError(t, db.Unscoped().Delete(&user).Error)
+					require.NoError(t, db.Delete(&channel).Error)
+				})
+				require.NoError(t, db.First(&channel, channel.Id).Error)
+				settings := channel.GetOtherSettings()
+				settings.AllowSpeed = true
+				channel.SetOtherSettings(settings)
+				require.NoError(t, db.Model(&channel).Update("settings", channel.OtherSettings).Error)
+				require.NoError(t, db.First(&channel, channel.Id).Error)
+				assert.True(t, channel.GetOtherSettings().AllowSpeed)
+				assert.Equal(t, []string{"deepseek-v4.1-flash"}, channel.GetOtherSettings().ClaudeInputIncludesCacheReadModels)
+				info.ChannelOtherSettings = channel.GetOtherSettings()
+				info.ChannelId, info.UserId, info.TokenId, info.TokenKey = channel.Id, user.Id, token.Id, token.Key
+				info.UserGroup, info.UsingGroup = "default", "default"
+				info.UserSetting.BillingPreference = "wallet_only"
+				info.ForcePreConsume, info.IsStream = true, stream
+				if expression {
+					const expr = `tier("base", p * 2 + cr * 0.04 + c * 8)`
+					info.TieredBillingSnapshot = &billingexpr.BillingSnapshot{BillingMode: "tiered_expr", ExprString: expr,
+						ExprHash: billingexpr.ExprHashString(expr), QuotaPerUnit: common.QuotaPerUnit, GroupRatio: 0.162}
+				}
+				ctx, _ := gin.CreateTestContext(httptest.NewRecorder())
+				ctx.Request = httptest.NewRequest("POST", "/v1/messages", nil)
+				require.Nil(t, PreConsumeBilling(ctx, 50_000, info))
+				wireUsage := &dto.ClaudeUsage{InputTokens: 275328, CacheReadInputTokens: 274944, OutputTokens: 2117}
+				usage := &dto.Usage{BillingUsage: dto.NewClaudeMessagesBillingUsage(wireUsage)}
+				if stream {
+					state := &relayconvert.ClaudeResponseInfo{Usage: &dto.Usage{}}
+					relayconvert.FormatClaudeResponseInfo(&dto.ClaudeResponse{Type: "message_start", Message: &dto.ClaudeMediaMessage{Usage: &dto.ClaudeUsage{InputTokens: 275328}}}, nil, state)
+					relayconvert.FormatClaudeResponseInfo(&dto.ClaudeResponse{Type: "message_delta", Usage: wireUsage}, nil, state)
+					relayconvert.FinalizeClaudeStreamBillingUsage(state)
+					usage = state.Usage
+				}
+				PostTextConsumeQuota(ctx, info, usage, nil)
+				require.NoError(t, db.First(&user, user.Id).Error)
+				require.NoError(t, db.First(&token, token.Id).Error)
+				require.NoError(t, db.First(&channel, channel.Id).Error)
+				assert.Equal(t, initialQuota-2325, user.Quota)
+				assert.Equal(t, initialQuota-2325, token.RemainQuota)
+				assert.Equal(t, 2325, user.UsedQuota)
+				assert.Equal(t, int64(2325), channel.UsedQuota)
+				var log model.Log
+				require.NoError(t, logDB.Where("user_id = ?", user.Id).Take(&log).Error)
+				assert.Equal(t, 2325, log.Quota)
+				assert.Equal(t, 384, log.PromptTokens)
+				var other struct {
+					Admin struct {
+						Adjustment claudeCacheReadAdjustment `json:"cache_read_adjustment"`
+					} `json:"admin_info"`
+				}
+				require.NoError(t, common.UnmarshalJsonStr(log.Other, &other))
+				assert.Equal(t, "applied", other.Admin.Adjustment.Status)
+				assert.Equal(t, 275328, other.Admin.Adjustment.OriginalInputTokens)
+				assert.Equal(t, 384, other.Admin.Adjustment.InputTokens)
+				assert.Equal(t, 275328, wireUsage.InputTokens)
+			})
+		}
+	}
+}
+
 func runFixedPriceAccountingCases(t *testing.T, db, logDB *gorm.DB) {
 	t.Helper()
 	const mixed = `len <= 32000 ? tier("short", fixed(0.01)) : tier("long", p * 2)`
@@ -193,7 +391,7 @@ func runFixedPriceAccountingCases(t *testing.T, db, logDB *gorm.DB) {
 				require.NoError(t, err)
 				assert.Equal(t, quota-reservation, held)
 				if tc.outboundImages > 0 {
-					reserveErr := PrepareImageBillingForRequest(ctx, info, tc.outboundImages, false)
+					reserveErr := PrepareImageBillingForRequest(ctx, info, tc.outboundImages)
 					if tc.reserveInsufficient {
 						require.NotNil(t, reserveErr)
 						assert.Equal(t, types.ErrorCodeInsufficientUserQuota, reserveErr.GetErrorCode())
@@ -230,9 +428,9 @@ func runFixedPriceAccountingCases(t *testing.T, db, logDB *gorm.DB) {
 					if tc.realtime {
 						PostWssConsumeQuota(ctx, info, info.OriginModelName, &dto.RealtimeUsage{
 							InputTokens: tc.usage.PromptTokens, OutputTokens: tc.usage.CompletionTokens, TotalTokens: tc.usage.TotalTokens,
-						}, "")
+						}, nil)
 					} else if tc.audio {
-						PostAudioConsumeQuota(ctx, info, tc.usage, "")
+						PostAudioConsumeQuota(ctx, info, tc.usage, nil)
 					} else {
 						PostTextConsumeQuota(ctx, info, tc.usage, nil)
 					}
@@ -241,7 +439,7 @@ func runFixedPriceAccountingCases(t *testing.T, db, logDB *gorm.DB) {
 					require.NoError(t, logDB.Where("user_id = ?", user.Id).Take(&log).Error)
 					assert.Equal(t, tc.want, log.Quota)
 					assert.Equal(t, tc.stream, log.IsStream)
-					assert.NotContains(t, log.Content, "无法扣费")
+					assert.NotContains(t, log.Content, "nothing was charged")
 					var other map[string]any
 					require.NoError(t, common.UnmarshalJsonStr(log.Other, &other))
 					assert.Equal(t, string(tc.unit), other["billing_unit"])
@@ -1021,7 +1219,6 @@ func TestComposeTieredTextQuotaFallbackKeepsToolCallSurcharges(t *testing.T) {
 	gin.SetMode(gin.TestMode)
 	w := httptest.NewRecorder()
 	ctx, _ := gin.CreateTestContext(w)
-	ctx.Set("claude_web_search_requests", 2)
 
 	relayInfo := &relaycommon.RelayInfo{
 		OriginModelName: "claude-3-7-sonnet",
@@ -1030,6 +1227,11 @@ func TestComposeTieredTextQuotaFallbackKeepsToolCallSurcharges(t *testing.T) {
 			CompletionRatio: 1,
 			GroupRatioInfo:  hosttypes.GroupRatioInfo{GroupRatio: 1.25},
 		},
+		ResponsesUsageInfo: &relaycommon.ResponsesUsageInfo{
+			BuiltInTools: map[string]*relaycommon.BuildInToolInfo{
+				dto.BuildInToolWebSearch: {ToolName: dto.BuildInToolWebSearch, CallCount: 2},
+			},
+		},
 		TieredBillingSnapshot: &billingexpr.BillingSnapshot{
 			BillingMode:               "tiered_expr",
 			GroupRatio:                1.25,
@@ -1055,7 +1257,6 @@ func TestComposeTieredTextQuotaErrorFallbackUsesPreConsumedQuota(t *testing.T) {
 	gin.SetMode(gin.TestMode)
 	w := httptest.NewRecorder()
 	ctx, _ := gin.CreateTestContext(w)
-	ctx.Set("claude_web_search_requests", 2)
 
 	relayInfo := &relaycommon.RelayInfo{
 		OriginModelName: "claude-3-7-sonnet",
@@ -1064,6 +1265,11 @@ func TestComposeTieredTextQuotaErrorFallbackUsesPreConsumedQuota(t *testing.T) {
 			CompletionRatio: 1,
 			GroupRatioInfo:  hosttypes.GroupRatioInfo{GroupRatio: 1.25},
 		},
+		ResponsesUsageInfo: &relaycommon.ResponsesUsageInfo{
+			BuiltInTools: map[string]*relaycommon.BuildInToolInfo{
+				dto.BuildInToolWebSearch: {ToolName: dto.BuildInToolWebSearch, CallCount: 2},
+			},
+		},
 		TieredBillingSnapshot: &billingexpr.BillingSnapshot{
 			BillingMode:               "tiered_expr",
 			GroupRatio:                1.25,
@@ -1257,29 +1463,30 @@ func TestCalculateTextToolCallSurchargeDoesNotInferSearchForResponses(t *testing
 	assert.Empty(t, summary.ToolSurchargeItems)
 }
 
-func TestCalculateTextToolCallSurchargeMergesSameNameAndPrice(t *testing.T) {
+// Every BuiltInTools count is bounded by MaxBillableToolCallCount at
+// settlement, whatever recorded it (upstream-reported counts and per-item
+// counts alike).
+func TestCalculateTextToolCallSurchargeClampsCallCount(t *testing.T) {
 	gin.SetMode(gin.TestMode)
 	ctx, _ := gin.CreateTestContext(httptest.NewRecorder())
-	ctx.Set("claude_web_search_requests", 3)
 
-	relayInfo := &relaycommon.RelayInfo{
-		OriginModelName: "claude-3-7-sonnet",
-		ResponsesUsageInfo: &relaycommon.ResponsesUsageInfo{
-			BuiltInTools: map[string]*relaycommon.BuildInToolInfo{
-				dto.BuildInToolWebSearch: {CallCount: 2},
+	for recorded, billed := range map[int]int{5: 5, 10_000: 10_000, 10_005: 10_000} {
+		relayInfo := &relaycommon.RelayInfo{
+			OriginModelName: "claude-3-7-sonnet",
+			ResponsesUsageInfo: &relaycommon.ResponsesUsageInfo{
+				BuiltInTools: map[string]*relaycommon.BuildInToolInfo{
+					dto.BuildInToolWebSearch: {CallCount: recorded},
+				},
 			},
-		},
+		}
+		summary := &textQuotaSummary{ModelName: relayInfo.OriginModelName, GroupRatio: 1}
+
+		surcharge := calculateTextToolCallSurcharge(ctx, relayInfo, summary)
+
+		assert.Equal(t, []ToolSurchargeItem{{Name: dto.BuildInToolWebSearch, Count: billed, Price: 10}}, summary.ToolSurchargeItems, recorded)
+		expected := decimal.NewFromFloat(10.0 * float64(billed) / 1000).Mul(decimal.NewFromFloat(common.QuotaPerUnit))
+		assert.True(t, expected.Equal(surcharge), "recorded %d: got %s want %s", recorded, surcharge, expected)
 	}
-	summary := &textQuotaSummary{ModelName: relayInfo.OriginModelName, GroupRatio: 1}
-
-	surcharge := calculateTextToolCallSurcharge(ctx, relayInfo, summary)
-
-	require.Len(t, summary.ToolSurchargeItems, 1)
-	assert.Equal(t, dto.BuildInToolWebSearch, summary.ToolSurchargeItems[0].Name)
-	assert.Equal(t, 5, summary.ToolSurchargeItems[0].Count)
-	assert.Equal(t, 10.0, summary.ToolSurchargeItems[0].Price)
-	expected := decimal.NewFromFloat(10.0 * 5 / 1000).Mul(decimal.NewFromFloat(common.QuotaPerUnit))
-	assert.True(t, expected.Equal(surcharge), "got %s want %s", surcharge, expected)
 }
 
 func TestMergeToolSurchargeItemsSaturatesCountOverflow(t *testing.T) {
@@ -1321,6 +1528,40 @@ func TestCalculateTextQuotaSummaryZeroTokensStillBillsToolSurcharge(t *testing.T
 	assert.Equal(t, expected, summary.Quota)
 }
 
+func TestClaudeCacheOnlyUsageRemainsBillable(t *testing.T) {
+	gin.SetMode(gin.TestMode)
+	for _, tc := range []struct {
+		name      string
+		usage     dto.ClaudeUsage
+		wantQuota int
+	}{
+		{name: "one-hour cache write", usage: dto.ClaudeUsage{CacheCreationInputTokens: 20000, CacheCreation: &dto.ClaudeCacheCreationUsage{Ephemeral1hInputTokens: 20000}}, wantQuota: 100000},
+		{name: "five-minute cache write", usage: dto.ClaudeUsage{CacheCreationInputTokens: 100, CacheCreation: &dto.ClaudeCacheCreationUsage{Ephemeral5mInputTokens: 100}}, wantQuota: 313},
+		{name: "cache read", usage: dto.ClaudeUsage{CacheReadInputTokens: 100}, wantQuota: 25},
+		{name: "no usage", usage: dto.ClaudeUsage{}, wantQuota: 0},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			ctx, _ := gin.CreateTestContext(httptest.NewRecorder())
+			info := &relaycommon.RelayInfo{
+				RelayFormat:     types.RelayFormatClaude,
+				OriginModelName: "claude-opus-4-8",
+				PriceData: hosttypes.PriceData{
+					ModelRatio: 2.5, CompletionRatio: 5, CacheRatio: 0.1,
+					CacheCreationRatio: 1.25, CacheCreation5mRatio: 1.25, CacheCreation1hRatio: 2,
+					GroupRatioInfo: hosttypes.GroupRatioInfo{GroupRatio: 1},
+				},
+			}
+			usage := &dto.Usage{UsageSemantic: dto.BillingUsageSemanticAnthropic, BillingUsage: dto.NewClaudeMessagesBillingUsage(&tc.usage)}
+			summary := calculateTextQuotaSummary(ctx, info, effectiveBillingUsage(usage))
+			assert.Zero(t, summary.PromptTokens)
+			assert.Zero(t, summary.CompletionTokens)
+			assert.Equal(t, tc.wantQuota, summary.Quota)
+			assert.Equal(t, tc.wantQuota > 0, summary.hasBillableUsage())
+			t.Logf("input=%d output=%d quota=%d", summary.PromptTokens, summary.CompletionTokens, summary.Quota)
+		})
+	}
+}
+
 func TestCalculateTextQuotaSummaryDoesNotApplyRequestMultipliersToToolSurcharge(t *testing.T) {
 	gin.SetMode(gin.TestMode)
 	ctx, _ := gin.CreateTestContext(httptest.NewRecorder())
@@ -1350,10 +1591,16 @@ func TestCalculateTextQuotaSummaryDoesNotApplyRequestMultipliersToToolSurcharge(
 func TestCalculateTextToolCallSurchargeGeminiGoogleSearch(t *testing.T) {
 	gin.SetMode(gin.TestMode)
 	ctx, _ := gin.CreateTestContext(httptest.NewRecorder())
-	ctx.Set("gemini_google_search_call", true)
 
-	relayInfo := &relaycommon.RelayInfo{OriginModelName: "gemini-2.5-flash"}
-	summary := &textQuotaSummary{ModelName: "gemini-2.5-flash", GroupRatio: 1}
+	relayInfo := &relaycommon.RelayInfo{
+		OriginModelName: "gemini-3.7-flash",
+		ResponsesUsageInfo: &relaycommon.ResponsesUsageInfo{
+			BuiltInTools: map[string]*relaycommon.BuildInToolInfo{
+				dto.BuildInToolGoogleSearch: {ToolName: dto.BuildInToolGoogleSearch, CallCount: 1},
+			},
+		},
+	}
+	summary := &textQuotaSummary{ModelName: "gemini-3.7-flash", GroupRatio: 1}
 
 	surcharge := calculateTextToolCallSurcharge(ctx, relayInfo, summary)
 	expected := decimal.NewFromFloat(14.0 / 1000).Mul(decimal.NewFromFloat(common.QuotaPerUnit))
@@ -1500,3 +1747,36 @@ func TestAppendToolSurchargeLogInfoWritesOnlyStructuredFields(t *testing.T) {
 	assert.NotContains(t, fields, "image_generation_call")
 	assert.NotContains(t, fields, "image_generation_call_price")
 }
+
+// A request whose upstream returns no usage is logged without a charge. The
+// reason is stored as content_parts, which the web console renders in the
+// viewer's language; content keeps the English text.
+func TestPostTextConsumeQuotaLogsMissingUsageAsStructuredContent(t *testing.T) {
+	truncate(t)
+	const userID, channelID = 62, 62
+	seedUser(t, userID, 10_000)
+	seedChannel(t, channelID)
+	gin.SetMode(gin.TestMode)
+	ctx, _ := gin.CreateTestContext(httptest.NewRecorder())
+	ctx.Request = httptest.NewRequest("POST", "/v1/chat/completions", nil)
+	info := &relaycommon.RelayInfo{
+		UserId:          userID,
+		OriginModelName: "missing-usage-model",
+		UsingGroup:      "default",
+		StartTime:       time.Now(),
+		ChannelMeta:     &relaycommon.ChannelMeta{ChannelId: channelID},
+		PriceData:       hosttypes.PriceData{ModelRatio: 1, CompletionRatio: 1, GroupRatioInfo: hosttypes.GroupRatioInfo{GroupRatio: 1}},
+	}
+
+	PostTextConsumeQuota(ctx, info, &dto.Usage{}, nil)
+
+	log := getLastLog(t)
+	require.NotNil(t, log)
+	assert.Zero(t, log.Quota)
+	assert.Equal(t, "Upstream returned no usage, so nothing was charged (possibly an upstream timeout)", log.Content)
+	var other map[string]any
+	require.NoError(t, common.UnmarshalJsonStr(log.Other, &other))
+	assert.Equal(t, []any{
+		map[string]any{"key": "Upstream returned no usage, so nothing was charged (possibly an upstream timeout)"},
+	}, other["content_parts"])
+}
diff --git a/service/tiered_settle.go b/service/tiered_settle.go
index a5afd15..f1695da 100644
--- a/service/tiered_settle.go
+++ b/service/tiered_settle.go
@@ -63,7 +63,7 @@ func BuildTieredTokenParams(usage *dto.Usage, isClaudeUsageSemantic bool, usedVa
 				cr -= imgCR
 				img -= imgCR
 			} else {
-				common.SysError("invalid image cache token breakdown; using aggregate cache billing")
+				common.SysError(common.LogText("invalid image cache token breakdown; using aggregate cache billing"))
 			}
 		}
 	}
diff --git a/service/tiered_settle_test.go b/service/tiered_settle_test.go
index 01a7951..6302e91 100644
--- a/service/tiered_settle_test.go
+++ b/service/tiered_settle_test.go
@@ -3,6 +3,8 @@ package service
 import (
 	"math"
 	"math/rand"
+	"net/http"
+	"net/http/httptest"
 	"testing"
 
 	"github.com/QuantumNous/new-api/common"
@@ -394,7 +396,8 @@ func TestPrepareTieredBillingForSelectedGroupStartsBillingAfterFreeGroup(t *test
 			GroupRatioInfo: types.GroupRatioInfo{GroupRatio: 0.20},
 		},
 	}
-	ctx, _ := gin.CreateTestContext(nil)
+	ctx, _ := gin.CreateTestContext(httptest.NewRecorder())
+	ctx.Request = httptest.NewRequest(http.MethodPost, "/v1/chat/completions", nil)
 
 	require.Nil(t, PrepareTieredBillingForSelectedGroup(ctx, relayInfo))
 	require.NotNil(t, relayInfo.Billing)
diff --git a/service/token_counter.go b/service/token_counter.go
index 24d1cd4..4ab3113 100644
--- a/service/token_counter.go
+++ b/service/token_counter.go
@@ -15,6 +15,7 @@ import (
 	constant2 "github.com/QuantumNous/new-api/relay/constant"
 	"github.com/QuantumNous/new-api/relaykit/dto"
 	"github.com/QuantumNous/new-api/relaykit/types"
+	"github.com/QuantumNous/new-api/tokenkit"
 
 	"github.com/gin-gonic/gin"
 )
@@ -24,153 +25,24 @@ func getImageToken(c *gin.Context, fileMeta *types.FileMeta, model string, strea
 		return 0, fmt.Errorf("image_url_is_nil")
 	}
 
-	// Defaults for 4o/4.1/4.5 family unless overridden below
-	baseTokens := 85
-	tileTokens := 170
-
-	// Model classification
-	lowerModel := strings.ToLower(model)
-
-	// Special cases from existing behavior
-	if strings.HasPrefix(lowerModel, "glm-4") {
-		return 1047, nil
+	img := tokenkit.Image{Detail: fileMeta.Detail}
+	// Reading the size may download a URL image; operators can turn that off,
+	// and the estimate then assumes a typical image size.
+	measure := constant.GetMediaToken && (stream || constant.GetMediaTokenNotStream)
+	if !measure || !tokenkit.ImageNeedsSize(model, img.Detail) {
+		return tokenkit.ImageTokens(model, img), nil
 	}
 
-	// Patch-based models (32x32 patches, capped at 1536, with multiplier)
-	isPatchBased := false
-	multiplier := 1.0
-	switch {
-	case strings.Contains(lowerModel, "gpt-4.1-mini"):
-		isPatchBased = true
-		multiplier = 1.62
-	case strings.Contains(lowerModel, "gpt-4.1-nano"):
-		isPatchBased = true
-		multiplier = 2.46
-	case strings.HasPrefix(lowerModel, "o4-mini"):
-		isPatchBased = true
-		multiplier = 1.72
-	case strings.HasPrefix(lowerModel, "gpt-5-mini"):
-		isPatchBased = true
-		multiplier = 1.62
-	case strings.HasPrefix(lowerModel, "gpt-5-nano"):
-		isPatchBased = true
-		multiplier = 2.46
-	}
-
-	// Tile-based model tokens and bases per doc
-	if !isPatchBased {
-		if strings.HasPrefix(lowerModel, "gpt-4o-mini") {
-			baseTokens = 2833
-			tileTokens = 5667
-		} else if strings.HasPrefix(lowerModel, "gpt-5-chat-latest") || (strings.HasPrefix(lowerModel, "gpt-5") && !strings.Contains(lowerModel, "mini") && !strings.Contains(lowerModel, "nano")) {
-			baseTokens = 70
-			tileTokens = 140
-		} else if strings.HasPrefix(lowerModel, "o1") || strings.HasPrefix(lowerModel, "o3") || strings.HasPrefix(lowerModel, "o1-pro") {
-			baseTokens = 75
-			tileTokens = 150
-		} else if strings.Contains(lowerModel, "computer-use-preview") {
-			baseTokens = 65
-			tileTokens = 129
-		} else if strings.Contains(lowerModel, "4.1") || strings.Contains(lowerModel, "4o") || strings.Contains(lowerModel, "4.5") {
-			baseTokens = 85
-			tileTokens = 170
-		}
-	}
-
-	// Respect existing feature flags/short-circuits
-	if fileMeta.Detail == "low" && !isPatchBased {
-		return baseTokens, nil
-	}
-
-	// Whether to count image tokens at all
-	if !constant.GetMediaToken {
-		return 3 * baseTokens, nil
-	}
-
-	if !constant.GetMediaTokenNotStream && !stream {
-		return 3 * baseTokens, nil
-	}
-	// Normalize detail
-	if fileMeta.Detail == "auto" || fileMeta.Detail == "" {
-		fileMeta.Detail = "high"
-	}
-
-	// 使用统一的文件服务获取图片配置
 	config, format, err := GetImageConfig(c, fileMeta.Source)
 	if err != nil {
 		return 0, err
 	}
-	if config.Width == 0 || config.Height == 0 {
-		// not an image, but might be a valid file
-		if format != "" {
-			// file type
-			return 3 * baseTokens, nil
-		}
-		return 0, errors.New(fmt.Sprintf("fail to decode image config: %s", fileMeta.GetIdentifier()))
+	if (config.Width == 0 || config.Height == 0) && format == "" {
+		return 0, fmt.Errorf("fail to decode image config: %s", fileMeta.GetIdentifier())
 	}
-
-	width := config.Width
-	height := config.Height
-	logger.LogDebug(c, "image token input: format=%s, width=%d, height=%d", format, width, height)
-
-	if isPatchBased {
-		// 32x32 patch-based calculation with 1536 cap and model multiplier
-		ceilDiv := func(a, b int) int { return (a + b - 1) / b }
-		rawPatchesW := ceilDiv(width, 32)
-		rawPatchesH := ceilDiv(height, 32)
-		rawPatches := rawPatchesW * rawPatchesH
-		if rawPatches > 1536 {
-			// scale down
-			area := float64(width * height)
-			r := math.Sqrt(float64(32*32*1536) / area)
-			wScaled := float64(width) * r
-			hScaled := float64(height) * r
-			// adjust to fit whole number of patches after scaling
-			adjW := math.Floor(wScaled/32.0) / (wScaled / 32.0)
-			adjH := math.Floor(hScaled/32.0) / (hScaled / 32.0)
-			adj := math.Min(adjW, adjH)
-			if !math.IsNaN(adj) && adj > 0 {
-				r = r * adj
-			}
-			wScaled = float64(width) * r
-			hScaled = float64(height) * r
-			patchesW := math.Ceil(wScaled / 32.0)
-			patchesH := math.Ceil(hScaled / 32.0)
-			imageTokens := min(int(patchesW*patchesH), 1536)
-			return common.QuotaRound(float64(imageTokens) * multiplier), nil
-		}
-		// below cap
-		imageTokens := rawPatches
-		return common.QuotaRound(float64(imageTokens) * multiplier), nil
-	}
-
-	// Tile-based calculation for 4o/4.1/4.5/o1/o3/etc.
-	// Step 1: fit within 2048x2048 square
-	maxSide := math.Max(float64(width), float64(height))
-	fitScale := 1.0
-	if maxSide > 2048 {
-		fitScale = maxSide / 2048.0
-	}
-	fitW := int(math.Round(float64(width) / fitScale))
-	fitH := int(math.Round(float64(height) / fitScale))
-
-	// Step 2: scale so that shortest side is exactly 768
-	minSide := math.Min(float64(fitW), float64(fitH))
-	if minSide == 0 {
-		return baseTokens, nil
-	}
-	shortScale := 768.0 / minSide
-	finalW := int(math.Round(float64(fitW) * shortScale))
-	finalH := int(math.Round(float64(fitH) * shortScale))
-
-	// Count 512px tiles
-	tilesW := (finalW + 512 - 1) / 512
-	tilesH := (finalH + 512 - 1) / 512
-	tiles := tilesW * tilesH
-
-	logger.LogDebug(c, "image token scaled size: width=%d, height=%d, tiles=%d", finalW, finalH, tiles)
-
-	return tiles*tileTokens + baseTokens, nil
+	img.Width, img.Height = config.Width, config.Height
+	logger.LogDebug(c, "image token input: format=%s, width=%d, height=%d", format, img.Width, img.Height)
+	return tokenkit.ImageTokens(model, img), nil
 }
 
 func EstimateRequestToken(c *gin.Context, meta *types.TokenCountMeta, info *relaycommon.RelayInfo) (int, error) {
@@ -228,7 +100,7 @@ func CountRequestToken(c *gin.Context, meta *types.TokenCountMeta, info *relayco
 	if meta.TokenType == types.TokenTypeTextNumber {
 		tkm += utf8.RuneCountInString(meta.CombineText)
 	} else {
-		tkm += CountTextToken(meta.CombineText, model)
+		tkm += tokenkit.Count(model, meta.CombineText)
 	}
 
 	if info.RelayFormat == types.RelayFormatOpenAI {
@@ -279,15 +151,11 @@ func CountRequestToken(c *gin.Context, meta *types.TokenCountMeta, info *relayco
 	for i, file := range meta.Files {
 		switch file.FileType {
 		case types.FileTypeImage:
-			if common.IsOpenAITextModel(model) {
-				token, err := getImageToken(c, file, model, info.IsStream)
-				if err != nil {
-					return 0, fmt.Errorf("error counting image token, media index[%d], identifier[%s], err: %v", i, file.GetIdentifier(), err)
-				}
-				tkm += token
-			} else {
-				tkm += 520
+			token, err := getImageToken(c, file, model, info.IsStream)
+			if err != nil {
+				return 0, fmt.Errorf("error counting image token, media index[%d], identifier[%s], err: %v", i, file.GetIdentifier(), err)
 			}
+			tkm += token
 		case types.FileTypeAudio:
 			tkm += 256
 		case types.FileTypeVideo:
@@ -309,7 +177,7 @@ func CountTokenRealtime(info *relaycommon.RelayInfo, request dto.RealtimeEvent,
 	switch request.Type {
 	case dto.RealtimeEventTypeSessionUpdate:
 		if request.Session != nil {
-			msgTokens := CountTextToken(request.Session.Instructions, model)
+			msgTokens := tokenkit.Count(model, request.Session.Instructions)
 			textToken += msgTokens
 		}
 	case dto.RealtimeEventResponseAudioDelta:
@@ -321,7 +189,7 @@ func CountTokenRealtime(info *relaycommon.RelayInfo, request dto.RealtimeEvent,
 		audioToken += atk
 	case dto.RealtimeEventResponseAudioTranscriptionDelta, dto.RealtimeEventResponseFunctionCallArgumentsDelta:
 		// count text token
-		tkm := CountTextToken(request.Delta, model)
+		tkm := tokenkit.Count(model, request.Delta)
 		textToken += tkm
 	case dto.RealtimeEventInputAudioBufferAppend:
 		// count audio token
@@ -336,7 +204,7 @@ func CountTokenRealtime(info *relaycommon.RelayInfo, request dto.RealtimeEvent,
 			case "message":
 				for _, content := range request.Item.Content {
 					if content.Type == "input_text" {
-						tokens := CountTextToken(content.Text, model)
+						tokens := tokenkit.Count(model, content.Text)
 						textToken += tokens
 					}
 				}
@@ -360,19 +228,19 @@ func CountTokenRealtime(info *relaycommon.RelayInfo, request dto.RealtimeEvent,
 func CountTokenInput(input any, model string) int {
 	switch v := input.(type) {
 	case string:
-		return CountTextToken(v, model)
+		return tokenkit.Count(model, v)
 	case []string:
 		var text strings.Builder
 		for _, s := range v {
 			text.WriteString(s)
 		}
-		return CountTextToken(text.String(), model)
+		return tokenkit.Count(model, text.String())
 	case []any:
 		var text strings.Builder
 		for _, item := range v {
 			text.WriteString(fmt.Sprintf("%v", item))
 		}
-		return CountTextToken(text.String(), model)
+		return tokenkit.Count(model, text.String())
 	}
 	return CountTokenInput(fmt.Sprintf("%v", input), model)
 }
@@ -400,17 +268,3 @@ func CountAudioTokenOutput(audioBase64 string, audioFormat string) (int, error)
 	// duration 来自上游返回的音频元数据，饱和转换防止 int 回绕
 	return common.QuotaFromFloat(duration / 60 * 200 / 0.24), nil
 }
-
-// CountTextToken 统计文本的token数量，仅OpenAI模型使用tokenizer，其余模型使用估算
-func CountTextToken(text string, model string) int {
-	if text == "" {
-		return 0
-	}
-	if common.IsOpenAITextModel(model) {
-		tokenEncoder := getTokenEncoder(model)
-		return getTokenNum(tokenEncoder, text)
-	} else {
-		// 非openai模型，使用tiktoken-go计算没有意义，使用估算节省资源
-		return EstimateTokenByModel(model, text)
-	}
-}
diff --git a/service/token_estimator.go b/service/token_estimator.go
deleted file mode 100644
index 9e27269..0000000
--- a/service/token_estimator.go
+++ /dev/null
@@ -1,230 +0,0 @@
-package service
-
-import (
-	"math"
-	"strings"
-	"sync"
-	"unicode"
-)
-
-// Provider 定义模型厂商大类
-type Provider string
-
-const (
-	OpenAI  Provider = "openai"  // 代表 GPT-3.5, GPT-4, GPT-4o
-	Gemini  Provider = "gemini"  // 代表 Gemini 1.0, 1.5 Pro/Flash
-	Claude  Provider = "claude"  // 代表 Claude 3, 3.5 Sonnet
-	Unknown Provider = "unknown" // 兜底默认
-)
-
-// multipliers 定义不同厂商的计费权重
-type multipliers struct {
-	Word       float64 // 英文单词 (每词)
-	Number     float64 // 数字 (每连续数字串)
-	CJK        float64 // 中日韩字符 (每字)
-	Symbol     float64 // 普通标点符号 (每个)
-	MathSymbol float64 // 数学符号 (∑,∫,∂,√等，每个)
-	URLDelim   float64 // URL分隔符 (/,:,?,&,=,#,%) - tokenizer优化好
-	AtSign     float64 // @符号 - 导致单词切分，消耗较高
-	Emoji      float64 // Emoji表情 (每个)
-	Newline    float64 // 换行符/制表符 (每个)
-	Space      float64 // 空格 (每个)
-	BasePad    int     // 基础起步消耗 (Start/End tokens)
-}
-
-var (
-	multipliersMap = map[Provider]multipliers{
-		Gemini: {
-			Word: 1.15, Number: 2.8, CJK: 0.68, Symbol: 0.38, MathSymbol: 1.05, URLDelim: 1.2, AtSign: 2.5, Emoji: 1.08, Newline: 1.15, Space: 0.2, BasePad: 0,
-		},
-		Claude: {
-			Word: 1.13, Number: 1.63, CJK: 1.21, Symbol: 0.4, MathSymbol: 4.52, URLDelim: 1.26, AtSign: 2.82, Emoji: 2.6, Newline: 0.89, Space: 0.39, BasePad: 0,
-		},
-		OpenAI: {
-			Word: 1.02, Number: 1.55, CJK: 0.85, Symbol: 0.4, MathSymbol: 2.68, URLDelim: 1.0, AtSign: 2.0, Emoji: 2.12, Newline: 0.5, Space: 0.42, BasePad: 0,
-		},
-	}
-	multipliersLock sync.RWMutex
-)
-
-// getMultipliers 根据厂商获取权重配置
-func getMultipliers(p Provider) multipliers {
-	multipliersLock.RLock()
-	defer multipliersLock.RUnlock()
-
-	switch p {
-	case Gemini:
-		return multipliersMap[Gemini]
-	case Claude:
-		return multipliersMap[Claude]
-	case OpenAI:
-		return multipliersMap[OpenAI]
-	default:
-		// 默认兜底 (按 OpenAI 的算)
-		return multipliersMap[OpenAI]
-	}
-}
-
-// EstimateToken 计算 Token 数量
-func EstimateToken(provider Provider, text string) int {
-	m := getMultipliers(provider)
-	var count float64
-
-	// 状态机变量
-	type WordType int
-	const (
-		None WordType = iota
-		Latin
-		Number
-	)
-	currentWordType := None
-
-	for _, r := range text {
-		// 1. 处理空格和换行符
-		if unicode.IsSpace(r) {
-			currentWordType = None
-			// 换行符和制表符使用Newline权重
-			if r == '\n' || r == '\t' {
-				count += m.Newline
-			} else {
-				// 普通空格使用Space权重
-				count += m.Space
-			}
-			continue
-		}
-
-		// 2. 处理 CJK (中日韩) - 按字符计费
-		if isCJK(r) {
-			currentWordType = None
-			count += m.CJK
-			continue
-		}
-
-		// 3. 处理Emoji - 使用专门的Emoji权重
-		if isEmoji(r) {
-			currentWordType = None
-			count += m.Emoji
-			continue
-		}
-
-		// 4. 处理拉丁字母/数字 (英文单词)
-		if isLatinOrNumber(r) {
-			isNum := unicode.IsNumber(r)
-			newType := Latin
-			if isNum {
-				newType = Number
-			}
-
-			// 如果之前不在单词中，或者类型发生变化（字母<->数字），则视为新token
-			// 注意：对于OpenAI，通常"version 3.5"会切分，"abc123xyz"有时也会切分
-			// 这里简单起见，字母和数字切换时增加权重
-			if currentWordType == None || currentWordType != newType {
-				if newType == Number {
-					count += m.Number
-				} else {
-					count += m.Word
-				}
-				currentWordType = newType
-			}
-			// 单词中间的字符不额外计费
-			continue
-		}
-
-		// 5. 处理标点符号/特殊字符 - 按类型使用不同权重
-		currentWordType = None
-		if isMathSymbol(r) {
-			count += m.MathSymbol
-		} else if r == '@' {
-			count += m.AtSign
-		} else if isURLDelim(r) {
-			count += m.URLDelim
-		} else {
-			count += m.Symbol
-		}
-	}
-
-	// 向上取整并加上基础 padding
-	return int(math.Ceil(count)) + m.BasePad
-}
-
-// 辅助：判断是否为 CJK 字符
-func isCJK(r rune) bool {
-	return unicode.Is(unicode.Han, r) ||
-		(r >= 0x3040 && r <= 0x30FF) || // 日文
-		(r >= 0xAC00 && r <= 0xD7A3) // 韩文
-}
-
-// 辅助：判断是否为单词主体 (字母或数字)
-func isLatinOrNumber(r rune) bool {
-	return unicode.IsLetter(r) || unicode.IsNumber(r)
-}
-
-// 辅助：判断是否为Emoji字符
-func isEmoji(r rune) bool {
-	// Emoji的Unicode范围
-	// 基本范围：0x1F300-0x1F9FF (Emoticons, Symbols, Pictographs)
-	// 补充范围：0x2600-0x26FF (Misc Symbols), 0x2700-0x27BF (Dingbats)
-	// 表情符号：0x1F600-0x1F64F (Emoticons)
-	// 其他：0x1F900-0x1F9FF (Supplemental Symbols and Pictographs)
-	return (r >= 0x1F300 && r <= 0x1F9FF) ||
-		(r >= 0x2600 && r <= 0x26FF) ||
-		(r >= 0x2700 && r <= 0x27BF) ||
-		(r >= 0x1F600 && r <= 0x1F64F) ||
-		(r >= 0x1F900 && r <= 0x1F9FF) ||
-		(r >= 0x1FA00 && r <= 0x1FAFF) // Symbols and Pictographs Extended-A
-}
-
-// 辅助：判断是否为数学符号
-func isMathSymbol(r rune) bool {
-	// 数学运算符和符号
-	// 基本数学符号：∑ ∫ ∂ √ ∞ ≤ ≥ ≠ ≈ ± × ÷
-	// 上下标数字：² ³ ¹ ⁴ ⁵ ⁶ ⁷ ⁸ ⁹ ⁰
-	// 希腊字母等也常用于数学
-	mathSymbols := "∑∫∂√∞≤≥≠≈±×÷∈∉∋∌⊂⊃⊆⊇∪∩∧∨¬∀∃∄∅∆∇∝∟∠∡∢°′″‴⁺⁻⁼⁽⁾ⁿ₀₁₂₃₄₅₆₇₈₉₊₋₌₍₎²³¹⁴⁵⁶⁷⁸⁹⁰"
-	for _, m := range mathSymbols {
-		if r == m {
-			return true
-		}
-	}
-	// Mathematical Operators (U+2200–U+22FF)
-	if r >= 0x2200 && r <= 0x22FF {
-		return true
-	}
-	// Supplemental Mathematical Operators (U+2A00–U+2AFF)
-	if r >= 0x2A00 && r <= 0x2AFF {
-		return true
-	}
-	// Mathematical Alphanumeric Symbols (U+1D400–U+1D7FF)
-	if r >= 0x1D400 && r <= 0x1D7FF {
-		return true
-	}
-	return false
-}
-
-// 辅助：判断是否为URL分隔符（tokenizer对这些优化较好）
-func isURLDelim(r rune) bool {
-	// URL中常见的分隔符，tokenizer通常优化处理
-	urlDelims := "/:?&=;#%"
-	for _, d := range urlDelims {
-		if r == d {
-			return true
-		}
-	}
-	return false
-}
-
-func EstimateTokenByModel(model, text string) int {
-	// strings.Contains(model, "gpt-4o")
-	if text == "" {
-		return 0
-	}
-
-	model = strings.ToLower(model)
-	if strings.Contains(model, "gemini") {
-		return EstimateToken(Gemini, text)
-	} else if strings.Contains(model, "claude") {
-		return EstimateToken(Claude, text)
-	} else {
-		return EstimateToken(OpenAI, text)
-	}
-}
diff --git a/service/token_routing.go b/service/token_routing.go
index 8c0a056..fe4b818 100644
--- a/service/token_routing.go
+++ b/service/token_routing.go
@@ -49,10 +49,17 @@ func PreferredPoolChannel(c *gin.Context, modelName string) (*model.Channel, str
 	// Snapshot the routing policy before selection. An older in-flight request
 	// may finish after a manual switch, but its binding must not override the
 	// new policy on the next request.
+	policy := RequestRoutingPolicy(c)
+	var fingerprintPool []model.TokenGroupEntry
+	if policy.Mode != "smart" {
+		fingerprintPool = ResolveRequestPool(c, modelName)
+	}
+	// Automatic rankings change with live metrics and availability. They must
+	// not invalidate a healthy session binding; explicit policy edits still do.
 	policyJSON, err := common.Marshal(struct {
 		Policy *model.TokenRoutingPolicy
 		Pool   []model.TokenGroupEntry
-	}{RequestRoutingPolicy(c), ResolveRequestPool(c, modelName)})
+	}{policy, fingerprintPool})
 	if err != nil {
 		return nil, ""
 	}
@@ -111,7 +118,7 @@ func PreferredPoolChannel(c *gin.Context, modelName string) (*model.Channel, str
 			recordDirectSelection(c, nil, binding.Channel, entry.Group, modelName, "pool_group_degraded")
 			return nil, ""
 		}
-		if poolGroupSkipped(c, modelName, entry.Group) || poolHigherPriorityRecovered(c, modelName, entry.Group) {
+		if poolGroupSkipped(c, modelName, entry.Group) || (policy.Mode != "smart" && poolHigherPriorityRecovered(c, modelName, entry.Group)) {
 			ClearPoolAffinity(c)
 			return nil, ""
 		}
@@ -174,7 +181,17 @@ func ResolveRequestPool(c *gin.Context, modelName string) []model.TokenGroupEntr
 	}
 	userGroup := common.GetContextKeyString(c, constant.ContextKeyUserGroup)
 	if policy.Mode == "smart" {
-		return WithImageGenerationGroup(c, modelName, resolveAutomaticPool(c, modelName))
+		entries := WithImageGenerationGroup(c, modelName, resolveAutomaticPool(c, modelName))
+		if len(policy.ExcludedGroups) == 0 {
+			return entries
+		}
+		filtered := make([]model.TokenGroupEntry, 0, len(entries))
+		for _, entry := range entries {
+			if !policy.ExcludesGroup(entry.Group) {
+				filtered = append(filtered, entry)
+			}
+		}
+		return filtered
 	}
 	inherited := GetUserAutoGroup(userGroup)
 	if policy.Mode == "user" {
diff --git a/service/token_routing_switch_test.go b/service/token_routing_switch_test.go
index 0245112..14bc450 100644
--- a/service/token_routing_switch_test.go
+++ b/service/token_routing_switch_test.go
@@ -8,14 +8,17 @@ import (
 	"github.com/QuantumNous/new-api/common"
 	"github.com/QuantumNous/new-api/constant"
 	"github.com/QuantumNous/new-api/model"
+	perfmetrics "github.com/QuantumNous/new-api/pkg/perf_metrics"
+	"github.com/QuantumNous/new-api/setting"
 	"github.com/QuantumNous/new-api/setting/operation_setting"
+	"github.com/QuantumNous/new-api/setting/ratio_setting"
 	"github.com/gin-gonic/gin"
 	"github.com/stretchr/testify/assert"
 	"github.com/stretchr/testify/require"
 )
 
 func TestPoolAffinityManualRoutingSwitch(t *testing.T) {
-	for _, change := range []string{"priority", "model_rule"} {
+	for _, change := range []string{"priority", "model_rule", "blacklist"} {
 		t.Run(change, func(t *testing.T) {
 			db := setupChannelSelectAutoGroupsTest(t)
 			const modelName = "manual-switch-model"
@@ -45,10 +48,17 @@ func TestPoolAffinityManualRoutingSwitch(t *testing.T) {
 				c.Set("token_id", 100)
 				c.Set("original_model", modelName)
 				policy := &model.TokenRoutingPolicy{Version: 1, Mode: "custom", Groups: []model.TokenGroupEntry{{Group: "default", Priority: 0}, {Group: "vip", Priority: 1}}}
+				if change == "blacklist" {
+					policy.Mode = "smart"
+					policy.Groups = nil
+					automaticMetricCache.Set(modelName, perfmetrics.QueryResult{})
+				}
 				if switched {
 					if change == "priority" {
 						policy.Groups[0].Priority = 1
 						policy.Groups[1].Priority = 0
+					} else if change == "blacklist" {
+						policy.ExcludedGroups = []string{"default"}
 					} else {
 						policy.ModelRules = []model.ModelRoutingRule{{Model: modelName, Groups: []model.TokenGroupEntry{{Group: "vip", Priority: 0}}}}
 					}
@@ -76,7 +86,7 @@ func TestPoolAffinityManualRoutingSwitch(t *testing.T) {
 			log := model.Log{UserId: 100, TokenId: 100, ModelName: modelName, CorrelationKey: old.GetString("log_correlation_key"), Type: model.LogTypeConsume, CreatedAt: time.Now().Unix(), ChannelId: 6201, Group: "default", Other: string(body)}
 			require.NoError(t, db.Create(&log).Error)
 
-			// The old group is still eligible: only its priority/preference changed.
+			// The edited policy must take precedence over the existing binding.
 			switched := ctx(true)
 			selected, group, selectErr := SelectChannelForRequest(switched, modelName, &RetryParam{Ctx: switched, TokenGroup: "default", ModelName: modelName, Retry: common.GetPointer(0)})
 			require.Nil(t, selectErr)
@@ -114,3 +124,107 @@ func TestPoolAffinityManualRoutingSwitch(t *testing.T) {
 		})
 	}
 }
+
+func TestAutomaticPoolKeepsHealthySession(t *testing.T) {
+	for _, scenario := range []string{"cheaper_recovered", "ranking_changed", "candidate_added", "degraded", "cooldown", "permission_removed", "channel_disabled", "policy_changed", "new_session", "session_off", "custom_recovery"} {
+		t.Run(scenario, func(t *testing.T) {
+			db := setupChannelSelectAutoGroupsTest(t)
+			const modelName = "smart-sticky-model"
+			createChannelSelectAutoGroupsChannel(t, db, 6301, "default", modelName)
+			createChannelSelectAutoGroupsChannel(t, db, 6302, "vip", modelName)
+			model.InitChannelCache()
+			oldRedis, oldLogDB := common.RedisEnabled, model.LOG_DB
+			common.RedisEnabled, model.LOG_DB = false, nil
+			config := operation_setting.GetChannelAffinitySetting()
+			oldConfig := *config
+			*config = operation_setting.ChannelAffinitySetting{Enabled: true, DefaultTTLSeconds: 3600, SessionMode: "prefer", Rules: []operation_setting.ChannelAffinityRule{{Name: "smart-sticky", ModelRegex: []string{".*"}, KeySources: []operation_setting.ChannelAffinityKeySource{{Type: "request_header", Key: "Session-Id"}}, SessionMode: "prefer"}}}
+			require.NoError(t, poolBindings().Purge())
+			require.NoError(t, poolCooldowns().Purge())
+			automaticMetricCache.Set(modelName, perfmetrics.QueryResult{})
+			t.Cleanup(func() {
+				*config = oldConfig
+				common.RedisEnabled, model.LOG_DB = oldRedis, oldLogDB
+				_ = poolBindings().Purge()
+				_ = poolCooldowns().Purge()
+				automaticMetricCache.Purge()
+			})
+			ctx := func() *gin.Context {
+				c := setupGroupPoolContext(t)
+				c.Request = httptest.NewRequest("POST", "/v1/responses", nil)
+				c.Request.Header.Set("Session-Id", "same-session")
+				c.Set("id", 101)
+				c.Set("token_id", 102)
+				c.Set("original_model", modelName)
+				policy := &model.TokenRoutingPolicy{Version: 1, Mode: "smart", AutoPreference: "cost", SkipDegradedNonAstra: true}
+				if scenario == "custom_recovery" {
+					policy.Mode = "custom"
+					policy.Groups = []model.TokenGroupEntry{{Group: "default", Priority: 0}, {Group: "vip", Priority: 1}}
+				}
+				c.Set(model.TokenRoutingContextKey, policy)
+				c.Set("pool_group_fingerprints", map[string]AstraSamplingHistory{})
+				c.Set("pool_group_visions", map[string]DetectionHistory{})
+				return c
+			}
+			// A temporary failure sends the session to the more expensive group.
+			first := ctx()
+			cheapKey := poolCooldownKey(first, modelName, "default")
+			require.NoError(t, poolCooldowns().SetWithTTL(cheapKey, poolCooldown{Until: time.Now().Add(time.Minute).UnixMilli()}, 0))
+			if scenario == "candidate_added" {
+				require.NoError(t, setting.UpdateUserUsableGroupsByJSONString(`{"vip":"VIP"}`))
+			}
+			ch, group, selectErr := SelectChannelForRequest(first, modelName, &RetryParam{Ctx: first, ModelName: modelName, Retry: common.GetPointer(0)})
+			require.Nil(t, selectErr)
+			require.NotNil(t, ch)
+			require.Equal(t, "vip", group)
+			first.Set("channel_id", ch.Id)
+			RequestPolicy(first).Successful = true
+			RecordPoolAffinity(first)
+			require.NoError(t, poolCooldowns().SetWithTTL(cheapKey, poolCooldown{Until: time.Now().Add(-time.Second).UnixMilli()}, 0))
+			next := ctx()
+			want := "vip"
+			switch scenario {
+			case "ranking_changed":
+				// The initial pool already placed default first. Reverse it to prove ranking changes are irrelevant.
+				require.NoError(t, ratio_setting.UpdateGroupRatioByJSONString(`{"default":4,"vip":3}`))
+			case "candidate_added":
+				require.NoError(t, setting.UpdateUserUsableGroupsByJSONString(`{"default":"Default","vip":"VIP"}`))
+			case "degraded":
+				next.Set("pool_group_visions", map[string]DetectionHistory{"vip": {Quality: "degraded"}})
+				want = "default"
+			case "cooldown":
+				require.NoError(t, poolCooldowns().SetWithTTL(poolCooldownKey(next, modelName, "vip"), poolCooldown{Until: time.Now().Add(time.Minute).UnixMilli()}, 0))
+				want = "default"
+			case "permission_removed":
+				require.NoError(t, setting.UpdateUserUsableGroupsByJSONString(`{"default":"Default"}`))
+				want = "default"
+			case "channel_disabled":
+				require.NoError(t, db.Model(&model.Channel{}).Where("id = ?", 6302).Update("status", common.ChannelStatusAutoDisabled).Error)
+				model.InitChannelCache()
+				want = "default"
+			case "policy_changed":
+				RequestRoutingPolicy(next).AutoPreference = "stable"
+				want = "default"
+			case "new_session":
+				next.Request.Header.Set("Session-Id", "new-session")
+				want = "default"
+			case "session_off":
+				config.Rules[0].SessionMode = "off"
+				config.SessionMode = "off"
+				want = "default"
+			case "custom_recovery":
+				want = "default"
+			}
+			selected, selectedGroup, selectErr := SelectChannelForRequest(next, modelName, &RetryParam{Ctx: next, ModelName: modelName, Retry: common.GetPointer(0)})
+			require.Nil(t, selectErr)
+			require.NotNil(t, selected)
+			assert.Equal(t, want, selectedGroup)
+			if want == "vip" {
+				assert.Equal(t, 6302, selected.Id)
+				state, found, err := poolCooldowns().Get(cheapKey)
+				require.NoError(t, err)
+				require.True(t, found)
+				assert.Empty(t, state.ProbeID, "keeping a healthy route must not claim a cheaper group's recovery probe")
+			}
+		})
+	}
+}
diff --git a/service/token_routing_test.go b/service/token_routing_test.go
index e6e9f44..82a4bbb 100644
--- a/service/token_routing_test.go
+++ b/service/token_routing_test.go
@@ -6,13 +6,16 @@ import (
 	"fmt"
 	"github.com/QuantumNous/new-api/common"
 	"github.com/QuantumNous/new-api/constant"
+	"github.com/QuantumNous/new-api/dto"
 	"github.com/QuantumNous/new-api/model"
 	perfmetrics "github.com/QuantumNous/new-api/pkg/perf_metrics"
 	apiTypes "github.com/QuantumNous/new-api/relaykit/types"
 	"github.com/QuantumNous/new-api/setting/operation_setting"
 	"github.com/gin-gonic/gin"
+	"github.com/stretchr/testify/assert"
 	"github.com/stretchr/testify/require"
 	"math"
+	"net/http"
 	"net/http/httptest"
 	"slices"
 	"testing"
@@ -80,8 +83,8 @@ func TestTokenRoutingSingleChannelRetryCooldownAndRecovery(t *testing.T) {
 }
 
 func TestAutomaticGroupPreferenceRanking(t *testing.T) {
-	original := []automaticCandidate{{group: "cheap", cost: .1, ttft: 900, success: 90, ratio: .2}, {group: "fast", cost: .2, ttft: 100, success: 95, ratio: .3}, {group: "stable", cost: .3, ttft: 400, success: 99, ratio: .4}, {group: "unknown", cost: math.Inf(1), ttft: math.Inf(1), success: -1, ratio: .01}}
-	for preference, want := range map[string]string{"cost": "unknown", "speed": "fast", "stable": "stable"} {
+	original := []automaticCandidate{{group: "cheap", cost: .1, ttft: 900, throughput: 20, success: 90, ratio: .2}, {group: "fast", cost: .2, ttft: 100, throughput: 30, success: 95, ratio: .3}, {group: "stable", cost: .3, ttft: 400, throughput: 80, success: 99, ratio: .4}, {group: "unknown", cost: math.Inf(1), ttft: math.Inf(1), success: -1, ratio: .01}}
+	for preference, want := range map[string]string{"cost": "unknown", "speed": "fast", "throughput": "stable", "stable": "stable"} {
 		t.Run(preference, func(t *testing.T) {
 			items := slices.Clone(original)
 			sortAutomaticCandidates(items, preference)
@@ -93,6 +96,45 @@ func TestAutomaticGroupPreferenceRanking(t *testing.T) {
 	}
 }
 
+func TestAutomaticThroughputUsesRequestedModelCallsAndTestFallback(t *testing.T) {
+	db := setupChannelSelectAutoGroupsTest(t)
+	require.NoError(t, db.AutoMigrate(&model.Log{}))
+	previousLogs := model.LOG_DB
+	model.LOG_DB = db
+	t.Cleanup(func() { model.LOG_DB = previousLogs; groupModelPerformanceCache.Purge(); automaticMetricCache.Purge() })
+	for _, group := range []string{"default", "vip"} {
+		id := 6951
+		if group == "vip" {
+			id = 6952
+		}
+		createChannelSelectAutoGroupsChannel(t, db, id, group, "throughput-model")
+	}
+	model.InitChannelCache()
+	logs := []model.Log{
+		{Type: model.LogTypeConsume, TokenId: 1, Group: "default", ModelName: "throughput-model", IsStream: true, UseTime: 2, CompletionTokens: 20, Other: `{"frt":100}`},
+		{Type: model.LogTypeConsume, ChannelId: 6952, ModelName: "throughput-model", Content: "Model test", IsStream: true, UseTime: 2, CompletionTokens: 100, Other: `{"frt":500}`},
+		{Type: model.LogTypeConsume, TokenId: 1, Group: "default", ModelName: "another-model", IsStream: true, UseTime: 1, CompletionTokens: 999, Other: `{"frt":1}`},
+	}
+	require.NoError(t, db.Create(&logs).Error)
+	automaticMetricCache.Set("throughput-model", perfmetrics.QueryResult{})
+	makeCtx := func() *gin.Context {
+		c := setupGroupPoolContext(t)
+		c.Request = httptest.NewRequest("POST", "/v1/responses", nil)
+		c.Set(model.TokenRoutingContextKey, &model.TokenRoutingPolicy{Version: 1, Mode: "smart", AutoPreference: "throughput"})
+		return c
+	}
+	c := makeCtx()
+	assert.Equal(t, []model.TokenGroupEntry{{Group: "vip", Priority: 0}, {Group: "default", Priority: 1}}, ResolveRequestPool(c, "throughput-model"))
+	// New traffic is reflected after snapshot refresh, but never reorders retries
+	// of an already-ranked request.
+	require.NoError(t, db.Create(&model.Log{Type: model.LogTypeConsume, TokenId: 1, Group: "vip", ModelName: "throughput-model", IsStream: true, UseTime: 10, CompletionTokens: 5, Other: `{"frt":100}`}).Error)
+	groupModelPerformanceCache.Purge()
+	assert.Equal(t, "vip", ResolveRequestPool(c, "throughput-model")[0].Group)
+	assert.Equal(t, "default", ResolveRequestPool(makeCtx(), "throughput-model")[0].Group)
+	policy := &model.TokenRoutingPolicy{Version: 1, Mode: "smart", AutoPreference: "throughput"}
+	require.NoError(t, policy.Validate(5, func(string) bool { return true }))
+}
+
 func TestAutomaticGroupUsesAllAuthorizedModelGroups(t *testing.T) {
 	db := setupChannelSelectAutoGroupsTest(t)
 	for _, fixture := range []struct {
@@ -132,13 +174,13 @@ func TestAutomaticGroupUsesAllAuthorizedModelGroups(t *testing.T) {
 }
 
 func TestPoolFailoverRespectsRetrySafetyBoundaries(t *testing.T) {
-	for _, code := range []int{400, 401, 429, 500, 502, 503, 504, 524} {
+	for _, code := range []int{400, 401, 403, 429, 500, 502, 503, 504, 524} {
 		t.Run(fmt.Sprint(code), func(t *testing.T) {
 			c := setupGroupPoolContext(t)
 			c.Request = httptest.NewRequest("POST", "/v1/responses", nil)
 			c.Set(model.TokenRoutingContextKey, &model.TokenRoutingPolicy{Version: 1, Mode: "smart"})
-			err := apiTypes.NewErrorWithStatusCode(errors.New("test upstream"), apiTypes.ErrorCodeBadResponseStatusCode, code)
-			require.Equal(t, code == 500 || code == 502 || code == 503, IsPoolFailoverError(c, err))
+			err := apiTypes.NewOpenAIError(errors.New("test upstream"), apiTypes.ErrorCodeBadResponseStatusCode, code)
+			require.Equal(t, code == 403 || code == 500 || code == 502 || code == 503, IsPoolFailoverError(c, err))
 			ctx, cancel := context.WithCancel(c.Request.Context())
 			cancel()
 			c.Request = c.Request.WithContext(ctx)
@@ -211,3 +253,129 @@ func TestTokenRoutingPoolPreferenceExclusionAndAffinityIsolation(t *testing.T) {
 	require.NoError(t, err2)
 	require.Nil(t, last)
 }
+
+func TestPoolUpstreamForbiddenFailover(t *testing.T) {
+	for _, mode := range []string{"smart", "custom"} {
+		t.Run(mode, func(t *testing.T) {
+			db := setupChannelSelectAutoGroupsTest(t)
+			const modelName = "forbidden-pool-model"
+			createChannelSelectAutoGroupsChannel(t, db, 6931, "default", modelName)
+			createChannelSelectAutoGroupsChannel(t, db, 6932, "vip", modelName)
+			model.InitChannelCache()
+			config := operation_setting.GetChannelAffinitySetting()
+			oldConfig := *config
+			oldRedis, oldLogDB := common.RedisEnabled, model.LOG_DB
+			common.RedisEnabled, model.LOG_DB = false, nil
+			*config = operation_setting.ChannelAffinitySetting{Enabled: true, DefaultTTLSeconds: 3600, SessionMode: "strict", Rules: []operation_setting.ChannelAffinityRule{{Name: "forbidden-pool", ModelRegex: []string{".*"}, KeySources: []operation_setting.ChannelAffinityKeySource{{Type: "request_header", Key: "Session-Id"}}, SessionMode: "strict"}}}
+			automaticMetricCache.Set(modelName, perfmetrics.QueryResult{})
+			require.NoError(t, poolBindings().Purge())
+			require.NoError(t, poolCooldowns().Purge())
+			t.Cleanup(func() {
+				_ = poolBindings().Purge()
+				_ = poolCooldowns().Purge()
+				automaticMetricCache.Purge()
+				*config = oldConfig
+				common.RedisEnabled, model.LOG_DB = oldRedis, oldLogDB
+			})
+			makeCtx := func() *gin.Context {
+				c := setupGroupPoolContext(t)
+				c.Request = httptest.NewRequest("POST", "/v1/responses", nil)
+				c.Request.Header.Set("Session-Id", "forbidden-session")
+				common.SetContextKey(c, constant.ContextKeyTokenGroup, "auto")
+				c.Set("id", 103)
+				c.Set("token_id", 104)
+				c.Set("original_model", modelName)
+				policy := &model.TokenRoutingPolicy{Version: 1, Mode: mode, AutoPreference: "cost", AllowDegraded: true}
+				if mode == "custom" {
+					policy.Groups = []model.TokenGroupEntry{{Group: "default", Priority: 0}, {Group: "vip", Priority: 1}}
+				}
+				c.Set(model.TokenRoutingContextKey, policy)
+				return c
+			}
+			// Establish the same successful session binding used by real requests.
+			first := makeCtx()
+			channel, group, selectionErr := SelectChannelForRequest(first, modelName, &RetryParam{Ctx: first, ModelName: modelName, Retry: common.GetPointer(0)})
+			require.Nil(t, selectionErr)
+			require.NotNil(t, channel)
+			require.Equal(t, "default", group)
+			first.Set("channel_id", channel.Id)
+			RequestPolicy(first).Successful = true
+			RecordPoolAffinity(first)
+
+			current := makeCtx()
+			param := &RetryParam{Ctx: current, ModelName: modelName, Retry: common.GetPointer(0)}
+			channel, group, selectionErr = SelectChannelForRequest(current, modelName, param)
+			require.Nil(t, selectionErr)
+			require.Equal(t, "default", group)
+			require.True(t, ShouldSkipRetryAfterChannelAffinityFailure(current))
+			budget := PoolRetryBudget(current, modelName)
+			for attempt := range 2 {
+				require.Equal(t, 6931, channel.Id)
+				AppendUsedChannel(current, channel.Id)
+				response := httptest.NewRecorder()
+				response.WriteHeader(http.StatusForbidden)
+				_, err := response.WriteString(`{"error":{"message":"upstream access denied","type":"permission_error","code":"forbidden"}}`)
+				require.NoError(t, err)
+				upstreamErr := RelayErrorHandler(current, response.Result(), false)
+				require.True(t, IsPoolFailoverError(current, upstreamErr))
+				RecordPoolRetryableFailure(current, modelName, group)
+				require.Equal(t, "retry", DecideRelayRetry(current, upstreamErr, budget-attempt).Action)
+				param.IncreaseRetry()
+				channel, group, selectionErr = SelectChannelForRequest(current, modelName, param)
+				require.Nil(t, selectionErr)
+				require.NotNil(t, channel)
+			}
+			assert.Equal(t, "vip", group)
+			assert.Equal(t, 6932, channel.Id)
+			current.Set("channel_id", channel.Id)
+			RequestPolicy(current).Successful = true
+			RecordPoolAffinity(current)
+			next := makeCtx()
+			bound, boundGroup := PreferredPoolChannel(next, modelName)
+			require.NotNil(t, bound)
+			assert.Equal(t, "vip", boundGroup)
+			assert.Equal(t, 6932, bound.Id)
+			assert.True(t, poolGroupSkipped(next, modelName, "default"))
+		})
+	}
+}
+
+func TestPoolForbiddenRetryBoundaries(t *testing.T) {
+	for _, scenario := range []string{"local", "skip_retry", "disabled_status", "pinned", "response_started", "cancelled", "no_policy", "budget_exhausted"} {
+		t.Run(scenario, func(t *testing.T) {
+			c := setupGroupPoolContext(t)
+			c.Request = httptest.NewRequest("POST", "/v1/responses", nil)
+			common.SetContextKey(c, constant.ContextKeyTokenGroup, "auto")
+			c.Set(model.TokenRoutingContextKey, &model.TokenRoutingPolicy{Version: 1, Mode: "smart"})
+			c.Set(ginKeyChannelAffinitySkipRetry, true)
+			upstreamErr := apiTypes.NewOpenAIError(errors.New("upstream forbidden"), apiTypes.ErrorCodeBadResponseStatusCode, http.StatusForbidden)
+			switch scenario {
+			case "local":
+				upstreamErr = apiTypes.NewErrorWithStatusCode(errors.New("local access denied"), apiTypes.ErrorCodeAccessDenied, http.StatusForbidden)
+			case "skip_retry":
+				upstreamErr = apiTypes.NewOpenAIError(errors.New("upstream forbidden"), apiTypes.ErrorCodeBadResponseStatusCode, http.StatusForbidden, apiTypes.ErrOptionWithSkipRetry())
+			case "disabled_status":
+				previous := operation_setting.AutomaticRetryStatusCodesToString()
+				require.NoError(t, operation_setting.AutomaticRetryStatusCodesFromString("500-503"))
+				t.Cleanup(func() { require.NoError(t, operation_setting.AutomaticRetryStatusCodesFromString(previous)) })
+			case "pinned":
+				GetChannelConstraints(c).AddPin(dto.ChannelPin{ChannelId: 6931, Source: dto.PinSourceToken, RetryMode: dto.PinRetrySingleAttempt})
+			case "response_started":
+				_, err := c.Writer.WriteString("already streaming")
+				require.NoError(t, err)
+			case "cancelled":
+				ctx, cancel := context.WithCancel(c.Request.Context())
+				cancel()
+				c.Request = c.Request.WithContext(ctx)
+			case "no_policy":
+				c.Set(model.TokenRoutingContextKey, (*model.TokenRoutingPolicy)(nil))
+			}
+			assert.Equal(t, scenario == "budget_exhausted", IsPoolFailoverError(c, upstreamErr))
+			remaining := 3
+			if scenario == "budget_exhausted" {
+				remaining = 0
+			}
+			assert.Equal(t, "stop", DecideRelayRetry(c, upstreamErr, remaining).Action)
+		})
+	}
+}
diff --git a/service/tokenizer.go b/service/tokenizer.go
deleted file mode 100644
index 9cf632b..0000000
--- a/service/tokenizer.go
+++ /dev/null
@@ -1,63 +0,0 @@
-package service
-
-import (
-	"sync"
-
-	"github.com/QuantumNous/new-api/common"
-	"github.com/tiktoken-go/tokenizer"
-	"github.com/tiktoken-go/tokenizer/codec"
-)
-
-// tokenEncoderMap won't grow after initialization
-var defaultTokenEncoder tokenizer.Codec
-
-// tokenEncoderMap is used to store token encoders for different models
-var tokenEncoderMap = make(map[string]tokenizer.Codec)
-
-// tokenEncoderMutex protects tokenEncoderMap for concurrent access
-var tokenEncoderMutex sync.RWMutex
-
-func InitTokenEncoders() {
-	common.SysLog("initializing token encoders")
-	defaultTokenEncoder = codec.NewCl100kBase()
-	common.SysLog("token encoders initialized")
-}
-
-func getTokenEncoder(model string) tokenizer.Codec {
-	// First, try to get the encoder from cache with read lock
-	tokenEncoderMutex.RLock()
-	if encoder, exists := tokenEncoderMap[model]; exists {
-		tokenEncoderMutex.RUnlock()
-		return encoder
-	}
-	tokenEncoderMutex.RUnlock()
-
-	// If not in cache, create new encoder with write lock
-	tokenEncoderMutex.Lock()
-	defer tokenEncoderMutex.Unlock()
-
-	// Double-check if another goroutine already created the encoder
-	if encoder, exists := tokenEncoderMap[model]; exists {
-		return encoder
-	}
-
-	// Create new encoder
-	modelCodec, err := tokenizer.ForModel(tokenizer.Model(model))
-	if err != nil {
-		// Cache the default encoder for this model to avoid repeated failures
-		tokenEncoderMap[model] = defaultTokenEncoder
-		return defaultTokenEncoder
-	}
-
-	// Cache the new encoder
-	tokenEncoderMap[model] = modelCodec
-	return modelCodec
-}
-
-func getTokenNum(tokenEncoder tokenizer.Codec, text string) int {
-	if text == "" {
-		return 0
-	}
-	tkm, _ := tokenEncoder.Count(text)
-	return tkm
-}
diff --git a/service/usage_helpr.go b/service/usage_helpr.go
index b5c35ee..9c949bd 100644
--- a/service/usage_helpr.go
+++ b/service/usage_helpr.go
@@ -4,6 +4,7 @@ import (
 	"github.com/QuantumNous/new-api/common"
 	"github.com/QuantumNous/new-api/constant"
 	"github.com/QuantumNous/new-api/relaykit/dto"
+	"github.com/QuantumNous/new-api/tokenkit"
 	"github.com/gin-gonic/gin"
 )
 
@@ -23,7 +24,7 @@ func ResponseText2Usage(c *gin.Context, responseText string, modeName string, pr
 	common.SetContextKey(c, constant.ContextKeyLocalCountTokens, true)
 	usage := &dto.Usage{}
 	usage.PromptTokens = promptTokens
-	usage.CompletionTokens = EstimateTokenByModel(modeName, responseText)
+	usage.CompletionTokens = tokenkit.Estimate(modeName, responseText)
 	usage.TotalTokens = usage.PromptTokens + usage.CompletionTokens
 	return usage
 }
diff --git a/service/user_notify.go b/service/user_notify.go
index 5f015b4..109f073 100644
--- a/service/user_notify.go
+++ b/service/user_notify.go
@@ -13,38 +13,56 @@ import (
 	"github.com/QuantumNous/new-api/setting/system_setting"
 )
 
-func NotifyRootUser(t string, subject string, content string) {
-	user := model.GetRootUser().ToBaseUser()
-	err := NotifyUser(user.Id, user.Email, user.GetSetting(), dto.NewNotify(t, subject, content, nil))
-	if err != nil {
-		common.SysLog(fmt.Sprintf("failed to notify root user: %s", err.Error()))
-	}
+// NotifyChannelWatchers sends a channel notice (a channel disabled or enabled
+// automatically, or a test of all channels finished) to every administrator
+// who receives channel notices. Until they choose, the root user receives them
+// and other administrators do not. render builds the subject and content in
+// the recipient's saved language; an empty language means DEFAULT_LANGUAGE.
+func NotifyChannelWatchers(notifyType string, render func(lang string) (subject string, content string)) {
+	notifyAdmins(notifyType, func(role int, setting dto.UserSetting) bool {
+		if setting.ChannelNotifyEnabled != nil {
+			return *setting.ChannelNotifyEnabled
+		}
+		return role == common.RoleRootUser
+	}, render)
 }
 
-func NotifyUpstreamModelUpdateWatchers(subject string, content string) {
+// NotifyUpstreamModelUpdateWatchers sends the upstream model update notice to
+// every administrator who enabled it. render builds the subject and content in
+// the recipient's saved language; an empty language means DEFAULT_LANGUAGE.
+func NotifyUpstreamModelUpdateWatchers(render func(lang string) (subject string, content string)) {
+	sentCount := notifyAdmins(dto.NotifyTypeChannelUpdate, func(_ int, setting dto.UserSetting) bool {
+		return setting.UpstreamModelUpdateNotifyEnabled
+	}, render)
+	common.SysLog(common.LogText("upstream model update notifications sent: %d", sentCount))
+}
+
+// notifyAdmins sends a notice to each enabled administrator for whom receives
+// returns true, and returns how many notices it sent.
+func notifyAdmins(notifyType string, receives func(role int, setting dto.UserSetting) bool, render func(lang string) (subject string, content string)) int {
 	var users []model.User
 	if err := model.DB.
 		Select("id", "email", "role", "status", "setting").
 		Where("status = ? AND role >= ?", common.UserStatusEnabled, common.RoleAdminUser).
 		Find(&users).Error; err != nil {
-		common.SysLog(fmt.Sprintf("failed to query upstream update notification users: %s", err.Error()))
-		return
+		common.SysLog(common.LogText("failed to query administrators to notify: %s", err.Error()))
+		return 0
 	}
 
-	notification := dto.NewNotify(dto.NotifyTypeChannelUpdate, subject, content, nil)
 	sentCount := 0
 	for _, user := range users {
 		userSetting := user.GetSetting()
-		if !userSetting.UpstreamModelUpdateNotifyEnabled {
+		if !receives(user.Role, userSetting) {
 			continue
 		}
-		if err := NotifyUser(user.Id, user.Email, userSetting, notification); err != nil {
-			common.SysLog(fmt.Sprintf("failed to notify user %d for upstream model update: %s", user.Id, err.Error()))
+		subject, content := render(userSetting.Language)
+		if err := NotifyUser(user.Id, user.Email, userSetting, dto.NewNotify(notifyType, subject, content, nil)); err != nil {
+			common.SysLog(common.LogText("failed to send notice %s to user %d: %s", notifyType, user.Id, err.Error()))
 			continue
 		}
 		sentCount++
 	}
-	common.SysLog(fmt.Sprintf("upstream model update notifications sent: %d", sentCount))
+	return sentCount
 }
 
 func NotifyUser(userId int, userEmail string, userSetting dto.UserSetting, data dto.Notify) error {
@@ -56,7 +74,7 @@ func NotifyUser(userId int, userEmail string, userSetting dto.UserSetting, data
 	// Check notification limit
 	canSend, err := CheckNotificationLimit(userId, data.Type)
 	if err != nil {
-		common.SysLog(fmt.Sprintf("failed to check notification limit: %s", err.Error()))
+		common.SysLog(common.LogText("failed to check notification limit: %s", err.Error()))
 		return err
 	}
 	if !canSend {
@@ -71,14 +89,14 @@ func NotifyUser(userId int, userEmail string, userSetting dto.UserSetting, data
 			emailToUse = userEmail
 		}
 		if emailToUse == "" {
-			common.SysLog(fmt.Sprintf("user %d has no email, skip sending email", userId))
+			common.SysLog(common.LogText("user %d has no email, skip sending email", userId))
 			return nil
 		}
 		return sendEmailNotify(emailToUse, data)
 	case dto.NotifyTypeWebhook:
 		webhookURLStr := userSetting.WebhookUrl
 		if webhookURLStr == "" {
-			common.SysLog(fmt.Sprintf("user %d has no webhook url, skip sending webhook", userId))
+			common.SysLog(common.LogText("user %d has no webhook url, skip sending webhook", userId))
 			return nil
 		}
 
@@ -88,7 +106,7 @@ func NotifyUser(userId int, userEmail string, userSetting dto.UserSetting, data
 	case dto.NotifyTypeBark:
 		barkURL := userSetting.BarkUrl
 		if barkURL == "" {
-			common.SysLog(fmt.Sprintf("user %d has no bark url, skip sending bark", userId))
+			common.SysLog(common.LogText("user %d has no bark url, skip sending bark", userId))
 			return nil
 		}
 		return sendBarkNotify(barkURL, data)
@@ -96,7 +114,7 @@ func NotifyUser(userId int, userEmail string, userSetting dto.UserSetting, data
 		gotifyUrl := userSetting.GotifyUrl
 		gotifyToken := userSetting.GotifyToken
 		if gotifyUrl == "" || gotifyToken == "" {
-			common.SysLog(fmt.Sprintf("user %d has no gotify url or token, skip sending gotify", userId))
+			common.SysLog(common.LogText("user %d has no gotify url or token, skip sending gotify", userId))
 			return nil
 		}
 		return sendGotifyNotify(gotifyUrl, gotifyToken, userSetting.GotifyPriority, data)
diff --git a/service/user_notify_test.go b/service/user_notify_test.go
new file mode 100644
index 0000000..1040b40
--- /dev/null
+++ b/service/user_notify_test.go
@@ -0,0 +1,191 @@
+package service
+
+import (
+	"fmt"
+	"net/http"
+	"net/http/httptest"
+	"strings"
+	"sync"
+	"testing"
+
+	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/constant"
+	"github.com/QuantumNous/new-api/i18n"
+	"github.com/QuantumNous/new-api/model"
+	"github.com/QuantumNous/new-api/relaykit/dto"
+	"github.com/QuantumNous/new-api/relaykit/types"
+	"github.com/QuantumNous/new-api/setting/system_setting"
+
+	"github.com/glebarez/sqlite"
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/require"
+	"gorm.io/gorm"
+)
+
+// A low-balance reminder goes out once, on the charge that takes a wallet or
+// subscription balance below the threshold. A balance already below it earns
+// nothing more until a top-up lifts it back above the line. The site switch
+// and the user's switch both turn reminders off; a user who never chose gets
+// them.
+func TestQuotaReminderFiresOncePerDrop(t *testing.T) {
+	previousEnabled, previousThreshold := common.QuotaRemindEnabled, common.QuotaRemindThreshold
+	t.Cleanup(func() {
+		common.QuotaRemindEnabled, common.QuotaRemindThreshold = previousEnabled, previousThreshold
+	})
+	common.QuotaRemindThreshold = 1000
+	on, off := true, false
+	// changes move the balance from start: negative ones are charges, which
+	// may remind; positive ones are top-ups. want holds one entry per charge.
+	for _, tc := range []struct {
+		name        string
+		siteEnabled bool
+		setting     dto.UserSetting
+		start       int64
+		changes     []int64
+		want        []bool
+	}{
+		{
+			name:        "never chosen: one reminder per drop, again after a top-up",
+			siteEnabled: true,
+			start:       1500,
+			changes:     []int64{-400, -200, -300, +1500, -1200},
+			want:        []bool{false, true, false, true},
+		},
+		{
+			name:        "switched on with its own threshold",
+			siteEnabled: true,
+			setting:     dto.UserSetting{QuotaWarningEnabled: &on, QuotaWarningThreshold: 5000},
+			start:       6000,
+			changes:     []int64{-500, -600, -2000},
+			want:        []bool{false, true, false},
+		},
+		{
+			name:        "a charge that lands exactly on the threshold does not remind",
+			siteEnabled: true,
+			start:       1200,
+			changes:     []int64{-200, -1},
+			want:        []bool{false, true},
+		},
+		{
+			name:        "user switched off",
+			siteEnabled: true,
+			setting:     dto.UserSetting{QuotaWarningEnabled: &off},
+			start:       1500,
+			changes:     []int64{-600},
+			want:        []bool{false},
+		},
+		{
+			name:    "site switched off",
+			setting: dto.UserSetting{QuotaWarningEnabled: &on},
+			start:   1500,
+			changes: []int64{-600},
+			want:    []bool{false},
+		},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			common.QuotaRemindEnabled = tc.siteEnabled
+			got := make([]bool, 0, len(tc.want))
+			balance := tc.start
+			for _, change := range tc.changes {
+				if change < 0 {
+					got = append(got, quotaReminderDue(tc.setting, balance, balance+change))
+				}
+				balance += change
+			}
+			assert.Equal(t, tc.want, got)
+		})
+	}
+}
+
+// Channel notices go to every enabled administrator whose channel switch is
+// on, in that administrator's saved language. Until an administrator chooses,
+// root receives them and other administrators do not; other users never do.
+func TestChannelNoticesFollowEachAdministratorsSwitch(t *testing.T) {
+	previousDB := model.DB
+	previousCache, previousRedis := common.MemoryCacheEnabled, common.RedisEnabled
+	previousNotifyLimit := constant.NotifyLimitCount
+	previousClient, previousWorker := httpClient, system_setting.WorkerUrl
+	fetch := system_setting.GetFetchSetting()
+	previousFetch := *fetch
+	t.Cleanup(func() {
+		model.DB = previousDB
+		common.MemoryCacheEnabled, common.RedisEnabled = previousCache, previousRedis
+		constant.NotifyLimitCount = previousNotifyLimit
+		httpClient, system_setting.WorkerUrl = previousClient, previousWorker
+		*fetch = previousFetch
+	})
+	database, err := gorm.Open(sqlite.Open(":memory:"), &gorm.Config{})
+	require.NoError(t, err)
+	sqlDB, err := database.DB()
+	require.NoError(t, err)
+	sqlDB.SetMaxOpenConns(1)
+	t.Cleanup(func() { require.NoError(t, sqlDB.Close()) })
+	require.NoError(t, database.AutoMigrate(&model.Channel{}, &model.Ability{}, &model.User{}))
+	model.DB = database
+	common.MemoryCacheEnabled, common.RedisEnabled = false, false
+	constant.NotifyLimitCount = 100
+
+	var mutex sync.Mutex
+	received := map[string][]string{}
+	server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		var payload WebhookPayload
+		if err := common.DecodeJson(r.Body, &payload); err == nil {
+			mutex.Lock()
+			recipient := strings.TrimPrefix(r.URL.Path, "/")
+			received[recipient] = append(received[recipient], payload.Type+" "+payload.Title)
+			mutex.Unlock()
+		}
+		w.WriteHeader(http.StatusNoContent)
+	}))
+	t.Cleanup(server.Close)
+	httpClient, system_setting.WorkerUrl = server.Client(), ""
+	fetch.EnableSSRFProtection = false
+
+	on, off := true, false
+	for _, user := range []struct {
+		name     string
+		role     int
+		status   int
+		receives *bool
+		language string
+	}{
+		{"root-never-chose", common.RoleRootUser, common.UserStatusEnabled, nil, ""},
+		{"root-turned-off", common.RoleRootUser, common.UserStatusEnabled, &off, ""},
+		{"admin-never-chose", common.RoleAdminUser, common.UserStatusEnabled, nil, ""},
+		{"admin-turned-on", common.RoleAdminUser, common.UserStatusEnabled, &on, "zhCN"},
+		{"disabled-admin-turned-on", common.RoleAdminUser, common.UserStatusDisabled, &on, ""},
+		{"user-with-switch-stored-on", common.RoleCommonUser, common.UserStatusEnabled, &on, ""},
+	} {
+		setting, err := common.Marshal(dto.UserSetting{
+			NotifyType:           dto.NotifyTypeWebhook,
+			WebhookUrl:           server.URL + "/" + user.name,
+			ChannelNotifyEnabled: user.receives,
+			Language:             user.language,
+		})
+		require.NoError(t, err)
+		require.NoError(t, database.Create(&model.User{Username: user.name, Role: user.role, Status: user.status, Setting: string(setting), AffCode: user.name}).Error)
+	}
+	channel := &model.Channel{Name: "notice-review", Key: "fixture-key", Type: 1, Status: common.ChannelStatusEnabled, Group: "default", Models: "test-model"}
+	require.NoError(t, channel.Insert())
+
+	DisableChannel(types.ChannelError{ChannelId: channel.Id, ChannelName: channel.Name, AutoBan: true}, "upstream failed")
+	EnableChannel(channel.Id, "", channel.Name)
+	NotifyChannelWatchers(dto.NotifyTypeChannelTest, func(lang string) (string, string) {
+		return i18n.Translate(lang, i18n.MsgChannelTestCompletedSubject), i18n.Translate(lang, i18n.MsgChannelTestCompletedContent)
+	})
+
+	disabledType := formatNotifyType(channel.Id, common.ChannelStatusAutoDisabled)
+	enabledType := formatNotifyType(channel.Id, common.ChannelStatusEnabled)
+	assert.Equal(t, map[string][]string{
+		"root-never-chose": {
+			fmt.Sprintf(`%s Channel "notice-review" (#%d) has been disabled`, disabledType, channel.Id),
+			fmt.Sprintf(`%s Channel "notice-review" (#%d) has been enabled`, enabledType, channel.Id),
+			"channel_test Channel test completed",
+		},
+		"admin-turned-on": {
+			fmt.Sprintf("%s 通道「notice-review」（#%d）已被禁用", disabledType, channel.Id),
+			fmt.Sprintf("%s 通道「notice-review」（#%d）已被启用", enabledType, channel.Id),
+			"channel_test 通道测试完成",
+		},
+	}, received)
+}
diff --git a/service/violation_fee.go b/service/violation_fee.go
index e6b7340..215b95d 100644
--- a/service/violation_fee.go
+++ b/service/violation_fee.go
@@ -123,7 +123,7 @@ func ChargeViolationFeeIfNeeded(ctx *gin.Context, relayInfo *relaycommon.RelayIn
 	}
 
 	if err := PostConsumeQuota(relayInfo, feeQuota, 0, true); err != nil {
-		logger.LogError(ctx, fmt.Sprintf("failed to charge violation fee: %s", err.Error()))
+		logger.LogError(ctx, common.LogText("failed to charge violation fee: %s", err.Error()))
 		return false
 	}
 
@@ -132,7 +132,7 @@ func ChargeViolationFeeIfNeeded(ctx *gin.Context, relayInfo *relaycommon.RelayIn
 
 	useTimeSeconds := time.Now().Unix() - relayInfo.StartTime.Unix()
 	tokenName := ctx.GetString("token_name")
-	oai := apiErr.ToOpenAIError()
+	oai := apiErr.ToOpenAIError(common.UpstreamAddresses(ctx)...)
 
 	other := model.NewLogOther()
 	other.MergePublic(map[string]any{
@@ -152,7 +152,7 @@ func ChargeViolationFeeIfNeeded(ctx *gin.Context, relayInfo *relaycommon.RelayIn
 		ModelName:      relayInfo.OriginModelName,
 		TokenName:      tokenName,
 		Quota:          feeQuota,
-		Content:        "Violation fee charged",
+		Content:        []*common.Message{common.NewMessage("Violation fee charged")},
 		TokenId:        relayInfo.TokenId,
 		UseTimeSeconds: int(useTimeSeconds),
 		IsStream:       relayInfo.IsStream,
diff --git a/service/vision.go b/service/vision.go
new file mode 100644
index 0000000..71b26d5
--- /dev/null
+++ b/service/vision.go
@@ -0,0 +1,71 @@
+package service
+
+import (
+	_ "embed"
+	"encoding/base64"
+	"regexp"
+	"strings"
+
+	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/model"
+	fingerprint "github.com/QuantumNous/new-api/pkg/model_fingerprint"
+)
+
+const VisionOutputTokens = 4096
+const CialloPrompt = "ciallo"
+
+func CialloQuality(answer string) string {
+	if strings.Contains(answer, "Ciallo") {
+		return "normal"
+	}
+	return "degraded"
+}
+
+const VisionPrompt = "不搜索，告诉我这是什么"
+
+//go:embed vision.png
+var visionImage []byte
+var VisionImageURL = "data:image/png;base64," + base64.StdEncoding.EncodeToString(visionImage)
+
+var visionUnavailableAnswer = regexp.MustCompile(`(?i)` +
+	`(?:我(?:这边|這邊|这里|這裡)?(?:目前|现在|現在|暂时|暫時)?(?:还|還|也|并|並)?|^(?:抱歉[，, ]*)?(?:目前|当前|當前|现在|現在|暂时|暫時)?)` +
+	`(?:没(?:有)?收到|沒有收到|未收到|(?:无法|無法|不能)(?:直接)?(?:查看|看到|读取|讀取|处理|處理|识别|識別)|看不到|收不到|没有看到|沒有看到)` +
+	`[^。！？!?\n，,;；]{0,24}(?:图片|圖片|图像|圖像|附件)(?:内容|內容)?(?:$|[。！？!?\n，,;；或和及])` +
+	`|(?:^|你(?:还|還)?|(?:消息|訊息|请求|請求)(?:中|里|裡)?)(?:没有|沒有|未)(?:附带|附帶|附上|上传|上傳|提供)[^。！？!?\n，,;；]{0,12}(?:图片|圖片|图像|圖像|附件)` +
+	`|\b(?:i|we)\s+(?:(?:currently|still)\s+)?(?:(?:cannot|can't|can’t|am unable to|are unable to|am not able to)\s+(?:see|view|access|read|process|receive)|(?:did not|didn't|didn’t|have not|haven't|haven’t)\s+(?:receive|received)|(?:do not|don't|don’t)\s+(?:see|have))[^.!?\n]{0,60}\b(?:images?|pictures?|photos?|attachments?)\b` +
+	`|\b(?:i['’]m|we['’]re)\s+unable to\s+(?:see|view|access|read|process)[^.!?\n]{0,60}\b(?:images?|pictures?|photos?|attachments?)\b` +
+	`|\bno\s+(?:images?|pictures?|photos?|attachments?)\s+(?:(?:was|is|has been|were|are)\s+)?(?:attached|provided|received|uploaded)\b`)
+
+func VisionQuality(answer string) string {
+	answer = strings.Join(strings.Fields(answer), " ")
+	if visionUnavailableAnswer.MatchString(answer) {
+		return "incomplete"
+	}
+	if strings.Contains(answer, "音响") || strings.Contains(answer, "音箱") {
+		return "normal"
+	}
+	return "degraded"
+}
+
+// Before custom.79 keyword misses and transport failures both used failed.
+// Interpret that history without rewriting persisted detection records.
+func NormalizeVisionRun(run model.DetectionRun) model.DetectionRun {
+	if run.Kind != "vision" {
+		return run
+	}
+	var result fingerprint.Result
+	hasAnswer := common.UnmarshalJsonStr(run.Result, &result) == nil && strings.TrimSpace(result.Closest) != ""
+	if run.Status == "failed" {
+		run.Quality = "unknown"
+		if run.Error == "vision_keyword_missing" && hasAnswer {
+			run.Status = "succeeded"
+			run.Error = ""
+		}
+	}
+	if run.Status == "succeeded" && hasAnswer {
+		run.Quality = VisionQuality(result.Closest)
+	} else if run.Status == "succeeded" {
+		run.Status, run.Quality = "failed", "unknown"
+	}
+	return run
+}
diff --git a/service/vision.png b/service/vision.png
new file mode 100644
index 0000000000000000000000000000000000000000..8aa9113a4d31ceda405d371e47a4f06090743590
GIT binary patch
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literal 0
HcmV?d00001

diff --git a/service/vision_test.go b/service/vision_test.go
new file mode 100644
index 0000000..ffd54b5
--- /dev/null
+++ b/service/vision_test.go
@@ -0,0 +1,65 @@
+package service
+
+import (
+	"testing"
+
+	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/model"
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/require"
+)
+
+func TestVisionCapabilityClassification(t *testing.T) {
+	for _, tc := range []struct{ answer, quality string }{
+		{"这是音箱", "normal"},
+		{"这是石头，请重新上传图片", "degraded"},
+		{"我这边没收到可查看的图片或文件，暂时无法判断是什么。请重新上传图片", "incomplete"},
+		{"我这边没有收到可查看的图片或附件，所以暂时无法判断是什么", "incomplete"},
+		{"我无法查看图片，不能判断是不是音箱", "incomplete"},
+		{"我看不到你上传的图片", "incomplete"},
+		{"我這邊沒有收到可查看的圖片或附件", "incomplete"},
+		{"I didn't receive an image. Please upload it again.", "incomplete"},
+		{"I can't view the attached image.", "incomplete"},
+		{"I cannot process images.", "incomplete"},
+		{"I'm unable to see the image.", "incomplete"},
+		{"No image was attached.", "incomplete"},
+		{"目前无法直接查看图片，请重新上传。", "incomplete"},
+		{"你还没有上传任何图片。", "incomplete"},
+		{"本次请求中未附带图片。", "incomplete"},
+		{"The image shows a rock.", "degraded"},
+		{"我看不到图片上的品牌，但这是音箱", "normal"},
+		{"图片里是音箱，需要更清楚的细节可以重新上传图片", "normal"},
+	} {
+		t.Run(tc.answer, func(t *testing.T) {
+			assert.Equal(t, tc.quality, VisionQuality(tc.answer))
+			result, err := common.Marshal(map[string]string{"closest": tc.answer})
+			require.NoError(t, err)
+			for _, status := range []string{"succeeded", "failed"} {
+				run := NormalizeVisionRun(model.DetectionRun{Kind: "vision", Status: status, Quality: "degraded", Error: "vision_keyword_missing", Result: string(result)})
+				assert.Equal(t, "succeeded", run.Status)
+				assert.Equal(t, tc.quality, run.Quality)
+			}
+		})
+	}
+}
+
+func TestVisionLegacyFailureClassification(t *testing.T) {
+	for _, tc := range []struct{ reason, status, quality string }{
+		{"vision_keyword_missing", "succeeded", "degraded"},
+		{"vision_request_failed", "failed", "unknown"},
+		{"vision_response_invalid", "failed", "unknown"},
+		{"deadline_exceeded", "failed", "unknown"},
+	} {
+		run := NormalizeVisionRun(model.DetectionRun{Kind: "vision", Status: "failed", Quality: "degraded", Error: tc.reason, Result: `{"closest":"石头"}`})
+		assert.Equal(t, tc.status, run.Status)
+		assert.Equal(t, tc.quality, run.Quality)
+	}
+	empty := NormalizeVisionRun(model.DetectionRun{Kind: "vision", Status: "failed", Quality: "degraded", Error: "vision_keyword_missing", Result: `{"closest":""}`})
+	assert.Equal(t, "failed", empty.Status)
+	assert.Equal(t, "unknown", empty.Quality)
+	for _, result := range []string{"", `{}`, `{"closest":""}`} {
+		empty := NormalizeVisionRun(model.DetectionRun{Kind: "vision", Status: "succeeded", Quality: "normal", Result: result})
+		assert.Equal(t, "failed", empty.Status)
+		assert.Equal(t, "unknown", empty.Quality)
+	}
+}
diff --git a/service/waffo_pancake.go b/service/waffo_pancake.go
index 5387eab..320dad5 100644
--- a/service/waffo_pancake.go
+++ b/service/waffo_pancake.go
@@ -106,6 +106,9 @@ func CreateWaffoPancakeCheckoutSession(ctx context.Context, params *WaffoPancake
 	if strings.TrimSpace(params.OrderMerchantExternalID) == "" {
 		return nil, fmt.Errorf("missing order merchant external id")
 	}
+	if strings.TrimSpace(setting.WaffoPancakeStoreID) == "" {
+		return nil, fmt.Errorf("missing Waffo Pancake store id")
+	}
 	client, err := newWaffoPancakeClient()
 	if err != nil {
 		return nil, fmt.Errorf("build Waffo Pancake client: %w", err)
@@ -166,6 +169,9 @@ func VerifyConfiguredWaffoPancakeWebhook(payload string, signatureHeader string)
 	if err != nil {
 		return nil, err
 	}
+	if storeID := strings.TrimSpace(setting.WaffoPancakeStoreID); storeID == "" || evt.StoreID != storeID {
+		return nil, fmt.Errorf("Waffo Pancake webhook store mismatch")
+	}
 	identity := ""
 	if evt.Data.MerchantProvidedBuyerIdentity != nil {
 		identity = *evt.Data.MerchantProvidedBuyerIdentity
diff --git a/service/webhook.go b/service/webhook.go
index 51e194d..0204d0d 100644
--- a/service/webhook.go
+++ b/service/webhook.go
@@ -7,6 +7,7 @@ import (
 	"encoding/hex"
 	"fmt"
 	"net/http"
+	"strings"
 	"time"
 
 	"github.com/QuantumNous/new-api/common"
@@ -35,7 +36,7 @@ func SendWebhookNotify(webhookURL string, secret string, data dto.Notify) error
 	// 处理占位符
 	content := data.Content
 	for _, value := range data.Values {
-		content = fmt.Sprintf(content, value)
+		content = strings.Replace(content, dto.ContentValueParam, fmt.Sprintf("%v", value), 1)
 	}
 
 	// 构建 webhook 负载
diff --git a/setting/billing_setting/builtin_billing.go b/setting/billing_setting/builtin_billing.go
index 2e0b1a3..2186869 100644
--- a/setting/billing_setting/builtin_billing.go
+++ b/setting/billing_setting/builtin_billing.go
@@ -1,5 +1,32 @@
 package billing_setting
 
+import "github.com/QuantumNous/new-api/constant"
+
+// deepSeekPeak is the legacy built-in schedule used by the original DeepSeek
+// model expressions. Provider-specific pricing below uses deepSeekPeakAllDays.
+const deepSeekPeak = `weekday("Asia/Shanghai") >= 1 && weekday("Asia/Shanghai") <= 5 && ((hour("Asia/Shanghai") >= 9 && hour("Asia/Shanghai") < 12) || (hour("Asia/Shanghai") >= 14 && hour("Asia/Shanghai") < 18))`
+
+// deepSeekPeakAllDays follows the actual upstream schedule configured for the
+// official token group: the two peak windows apply every day of the week.
+const deepSeekPeakAllDays = `((hour("Asia/Shanghai") >= 9 && hour("Asia/Shanghai") < 12) || (hour("Asia/Shanghai") >= 14 && hour("Asia/Shanghai") < 18))`
+
+const deepSeekFlashExpr = deepSeekPeak + ` ? tier("peak", p * 0.3 + cr * 0.006 + c * 1.2) : tier("off_peak", p * 0.15 + cr * 0.003 + c * 0.6)`
+
+const (
+	// DeepSeekOfficialGroup is the user-token group whose official pricing is
+	// selected for compatible/custom channels as well as native DeepSeek ones.
+	DeepSeekOfficialGroup      = "Deepseek官Key"
+	DeepSeekOfficialGroupRatio = 0.45
+)
+
+// deepSeekFlashOfficialExpr uses the official Flash base prices. The cache
+// prices are raised slightly so that the shared 0.45 group ratio still covers
+// the upstream cache-read prices shown for the official key.
+const deepSeekFlashOfficialExpr = deepSeekPeakAllDays + ` ? tier("peak", p * 2 + cr * 0.066667 + c * 8) : tier("off_peak", p * 1 + cr * 0.033334 + c * 4)`
+
+// deepSeekV4ProOfficialExpr follows the official DeepSeek V4 Pro base prices.
+const deepSeekV4ProOfficialExpr = deepSeekPeakAllDays + ` ? tier("peak", p * 9 + cr * 0.30 + c * 27) : tier("off_peak", p * 4.5 + cr * 0.15 + c * 13.5)`
+
 // Built-in token prices use actual USD per million tokens. Keep new model
 // defaults here instead of splitting them across the legacy ratio tables.
 var builtinBillingExpr = map[string]string{
@@ -13,4 +40,33 @@ var builtinBillingExpr = map[string]string{
 	// Do not infer service-tier discounts from incoming request parameters:
 	// channels filter service_tier by default, so it may not reach the upstream.
 	"gpt-6-astra": `len <= 272000 ? tier("standard", p * 10 + c * 50 + cr * 1 + cc * 12.5) : tier("long_context", p * 20 + c * 75 + cr * 2 + cc * 25)`,
+	// https://api-docs.deepseek.com/quick_start/pricing (2026-10-17). Off-peak
+	// is half the peak price. deepseek-v4-flash and deepseek-v4-flash-vision-exp
+	// run on V4.1 Flash and bill at the Flash price. Images bill as input
+	// tokens, and there is no cache-write price.
+	"deepseek-flash":               deepSeekFlashExpr,
+	"deepseek-v4-flash":            deepSeekFlashExpr,
+	"deepseek-v4-flash-vision-exp": deepSeekFlashExpr,
+	"deepseek-v4-pro":              deepSeekPeak + ` ? tier("peak", p * 1.32 + cr * 0.044 + c * 3.96) : tier("off_peak", p * 0.66 + cr * 0.022 + c * 1.98)`,
+	// The Search and Fetch API routing names: $0.75 per 1,000 successful
+	// requests each, the same pricing page. The calls carry no tokens.
+	constant.DeepSeekSearchModel: `tier("request", fixed(0.00075))`,
+	constant.DeepSeekFetchModel:  `tier("request", fixed(0.00075))`,
+}
+
+// GetChannelBillingExpr returns provider-specific built-in pricing that must
+// not replace the model's regular or group pricing for other channels.
+func GetChannelBillingExpr(channelType int, model string) (string, bool) {
+	if channelType != constant.ChannelTypeDeepSeek {
+		return "", false
+	}
+
+	switch model {
+	case "deepseek-flash", "deepseek-v4.1-flash", "deepseek-v4-flash", "deepseek-v4-flash-vision-exp":
+		return deepSeekFlashOfficialExpr, true
+	case "deepseek-v4-pro":
+		return deepSeekV4ProOfficialExpr, true
+	default:
+		return "", false
+	}
 }
diff --git a/setting/billing_setting/builtin_billing_test.go b/setting/billing_setting/builtin_billing_test.go
index 64ede29..3a91314 100644
--- a/setting/billing_setting/builtin_billing_test.go
+++ b/setting/billing_setting/builtin_billing_test.go
@@ -3,8 +3,10 @@ package billing_setting_test
 import (
 	"net/http/httptest"
 	"testing"
+	"time"
 
 	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/constant"
 	"github.com/QuantumNous/new-api/controller"
 	"github.com/QuantumNous/new-api/model"
 	"github.com/QuantumNous/new-api/pkg/billingexpr"
@@ -18,6 +20,71 @@ import (
 	"github.com/stretchr/testify/require"
 )
 
+func TestDeepSeekOfficialChannelBillingExprIsChannelScoped(t *testing.T) {
+	for _, model := range []string{"deepseek-flash", "deepseek-v4.1-flash", "deepseek-v4-flash", "deepseek-v4-flash-vision-exp"} {
+		expression, ok := billing_setting.GetChannelBillingExpr(constant.ChannelTypeDeepSeek, model)
+		require.True(t, ok, model)
+		_, err := billingexpr.CompileFromCache(expression)
+		require.NoError(t, err)
+		assert.Contains(t, expression, `p * 2`, model)
+		assert.Contains(t, expression, `p * 1`, model)
+		assert.Contains(t, expression, `cr * 0.066667`, model)
+		assert.Contains(t, expression, `cr * 0.033334`, model)
+		assert.NotContains(t, expression, `weekday("Asia/Shanghai")`, model)
+	}
+
+	proExpression, ok := billing_setting.GetChannelBillingExpr(constant.ChannelTypeDeepSeek, "deepseek-v4-pro")
+	require.True(t, ok)
+	_, err := billingexpr.CompileFromCache(proExpression)
+	require.NoError(t, err)
+	assert.Contains(t, proExpression, `p * 9`)
+	assert.Contains(t, proExpression, `p * 4.5`)
+	assert.Contains(t, proExpression, `cr * 0.30`)
+	assert.Contains(t, proExpression, `cr * 0.15`)
+	assert.Contains(t, proExpression, `c * 27`)
+	assert.Contains(t, proExpression, `c * 13.5`)
+	assert.NotContains(t, proExpression, `weekday("Asia/Shanghai")`)
+
+	_, ok = billing_setting.GetChannelBillingExpr(constant.ChannelTypeOpenAI, "deepseek-v4.1-flash")
+	assert.False(t, ok)
+}
+
+func TestDeepSeekOfficialChannelPricingUsesAllDayWindows(t *testing.T) {
+	expression, ok := billing_setting.GetChannelBillingExpr(constant.ChannelTypeDeepSeek, "deepseek-v4.1-flash")
+	require.True(t, ok)
+	params := billingexpr.TokenParams{P: 1_000_000, CR: 1_000_000, C: 1_000_000, Len: 1_000_000}
+	snapshot := &billingexpr.BillingSnapshot{ExprString: expression, ExprHash: billingexpr.ExprHashString(expression), GroupRatio: 0.45, QuotaPerUnit: 1_000_000}
+
+	for _, tc := range []struct {
+		name string
+		at   time.Time
+		tier string
+		want int
+	}{
+		{name: "monday peak", at: time.Date(2026, 10, 26, 2, 0, 0, 0, time.UTC), tier: "peak", want: 4_530_000},
+		{name: "monday off peak", at: time.Date(2026, 10, 26, 5, 0, 0, 0, time.UTC), tier: "off_peak", want: 2_265_000},
+		{name: "tuesday peak", at: time.Date(2026, 10, 27, 2, 0, 0, 0, time.UTC), tier: "peak", want: 4_530_000},
+		{name: "tuesday off peak", at: time.Date(2026, 10, 27, 5, 0, 0, 0, time.UTC), tier: "off_peak", want: 2_265_000},
+		{name: "wednesday peak", at: time.Date(2026, 10, 28, 2, 0, 0, 0, time.UTC), tier: "peak", want: 4_530_000},
+		{name: "wednesday off peak", at: time.Date(2026, 10, 28, 5, 0, 0, 0, time.UTC), tier: "off_peak", want: 2_265_000},
+		{name: "thursday peak", at: time.Date(2026, 10, 29, 2, 0, 0, 0, time.UTC), tier: "peak", want: 4_530_000},
+		{name: "thursday off peak", at: time.Date(2026, 10, 29, 5, 0, 0, 0, time.UTC), tier: "off_peak", want: 2_265_000},
+		{name: "friday peak", at: time.Date(2026, 10, 30, 2, 0, 0, 0, time.UTC), tier: "peak", want: 4_530_000},
+		{name: "friday off peak", at: time.Date(2026, 10, 30, 5, 0, 0, 0, time.UTC), tier: "off_peak", want: 2_265_000},
+		{name: "saturday peak", at: time.Date(2026, 10, 31, 2, 0, 0, 0, time.UTC), tier: "peak", want: 4_530_000},
+		{name: "saturday off peak", at: time.Date(2026, 10, 31, 5, 0, 0, 0, time.UTC), tier: "off_peak", want: 2_265_000},
+		{name: "sunday peak", at: time.Date(2026, 11, 1, 2, 0, 0, 0, time.UTC), tier: "peak", want: 4_530_000},
+		{name: "sunday off peak", at: time.Date(2026, 11, 1, 5, 0, 0, 0, time.UTC), tier: "off_peak", want: 2_265_000},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			result, err := billingexpr.ComputeTieredQuotaWithRequest(snapshot, params, billingexpr.RequestInput{At: &tc.at})
+			require.NoError(t, err)
+			assert.Equal(t, tc.tier, result.MatchedTier)
+			assert.Equal(t, tc.want, result.ActualQuotaAfterGroup)
+		})
+	}
+}
+
 func TestGPT6AstraBuiltinBilling(t *testing.T) {
 	settings := config.GlobalConfig.Get("billing_setting").(*billing_setting.BillingSetting)
 	saved := *settings
@@ -148,3 +215,61 @@ func TestImageModelBuiltinPricesAndOverrides(t *testing.T) {
 		})
 	}
 }
+
+// DeepSeek prices are peak/off-peak expressions in USD per 1M tokens; peak is
+// twice off-peak. The same usage settles to the same quota from a Chat,
+// Responses or Anthropic response, and the Search/Fetch routing names cost
+// $0.75 per 1,000 requests with no token price. Which tier runs depends on the clock; both are pinned here.
+func TestDeepSeekBuiltinBilling(t *testing.T) {
+	settings := config.GlobalConfig.Get("billing_setting").(*billing_setting.BillingSetting)
+	saved := *settings
+	savedRatios, savedPrices := ratio_setting.ModelRatio2JSONString(), ratio_setting.ModelPrice2JSONString()
+	t.Cleanup(func() {
+		*settings = saved
+		require.NoError(t, ratio_setting.UpdateModelRatioByJSONString(savedRatios))
+		require.NoError(t, ratio_setting.UpdateModelPriceByJSONString(savedPrices))
+	})
+	*settings = billing_setting.BillingSetting{BillingMode: map[string]string{}, BillingExpr: map[string]string{}}
+	require.NoError(t, ratio_setting.UpdateModelRatioByJSONString(`{}`))
+	require.NoError(t, ratio_setting.UpdateModelPriceByJSONString(`{}`))
+
+	// 1000 cache-miss + 2000 cache-hit input tokens and 500 output tokens.
+	chat := &dto.Usage{PromptTokens: 3000, CompletionTokens: 500, PromptTokensDetails: dto.InputTokenDetails{CachedTokens: 2000}}
+	responses := &dto.Usage{}
+	service.ApplyResponsesUsage(responses, &dto.Usage{InputTokens: 3000, OutputTokens: 500, InputTokensDetails: &dto.InputTokenDetails{CachedTokens: 2000}})
+	anthropic := &dto.Usage{PromptTokens: 1000, CompletionTokens: 500, PromptTokensDetails: dto.InputTokenDetails{CachedTokens: 2000}, UsageSemantic: "anthropic"}
+	quota := func(expression string, usage *dto.Usage) billingexpr.TieredResult {
+		params := service.BuildTieredTokenParams(usage, usage.UsageSemantic == "anthropic", billingexpr.UsedVars(expression))
+		result, err := billingexpr.ComputeTieredQuota(&billingexpr.BillingSnapshot{
+			ExprString: expression, ExprHash: billingexpr.ExprHashString(expression), GroupRatio: 1, QuotaPerUnit: 500000,
+		}, params)
+		require.NoError(t, err)
+		return result
+	}
+	for model, want := range map[string]map[string]int{
+		// flash: 1000*0.15 + 2000*0.003 + 500*0.6 = $0.000456 off-peak.
+		"deepseek-flash":               {"off_peak": 228, "peak": 456},
+		"deepseek-v4-flash":            {"off_peak": 228, "peak": 456},
+		"deepseek-v4-flash-vision-exp": {"off_peak": 228, "peak": 456},
+		// pro: 1000*0.66 + 2000*0.022 + 500*1.98 = $0.001694 off-peak.
+		"deepseek-v4-pro": {"off_peak": 847, "peak": 1694},
+	} {
+		t.Run(model, func(t *testing.T) {
+			assert.Equal(t, billing_setting.BillingModeTieredExpr, billing_setting.GetBillingMode(model))
+			expression, ok := billing_setting.GetBillingExpr(model)
+			require.True(t, ok)
+			for name, usage := range map[string]*dto.Usage{"chat": chat, "responses": responses, "anthropic": anthropic} {
+				result := quota(expression, usage)
+				require.Contains(t, want, result.MatchedTier, name)
+				assert.Equal(t, want[result.MatchedTier], result.ActualQuotaAfterGroup, name)
+			}
+		})
+	}
+	for _, model := range []string{"deepseek-search", "deepseek-fetch"} {
+		expression, ok := billing_setting.GetBillingExpr(model)
+		require.True(t, ok, model)
+		result := quota(expression, &dto.Usage{})
+		assert.Equal(t, billingexpr.BillingUnitRequest, result.BillingUnit, model)
+		assert.Equal(t, 375, result.ActualQuotaAfterGroup, model)
+	}
+}
diff --git a/setting/billing_setting/tiered_billing.go b/setting/billing_setting/tiered_billing.go
index 009cb69..e01eb7e 100644
--- a/setting/billing_setting/tiered_billing.go
+++ b/setting/billing_setting/tiered_billing.go
@@ -8,6 +8,7 @@ import (
 	"strings"
 
 	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/constant"
 	"github.com/QuantumNous/new-api/pkg/billingexpr"
 	"github.com/QuantumNous/new-api/pkg/jsplugin"
 	relaycommon "github.com/QuantumNous/new-api/relay/common"
@@ -30,14 +31,14 @@ const (
 // DB keys: billing_setting.billing_mode, billing_setting.billing_expr,
 // billing_setting.plugin_billing_expr
 type BillingSetting struct {
-	GroupBillingExpr map[string]map[string]string `json:"group_billing_expr"`
-	BillingMode       map[string]string `json:"billing_mode"`
-	BillingExpr       map[string]string `json:"billing_expr"`
-	PluginBillingExpr map[string]string `json:"plugin_billing_expr"`
+	GroupBillingExpr  map[string]map[string]string `json:"group_billing_expr"`
+	BillingMode       map[string]string            `json:"billing_mode"`
+	BillingExpr       map[string]string            `json:"billing_expr"`
+	PluginBillingExpr map[string]string            `json:"plugin_billing_expr"`
 }
 
 var billingSetting = BillingSetting{
-	GroupBillingExpr: make(map[string]map[string]string),
+	GroupBillingExpr:  make(map[string]map[string]string),
 	BillingMode:       make(map[string]string),
 	BillingExpr:       make(map[string]string),
 	PluginBillingExpr: make(map[string]string),
@@ -152,6 +153,9 @@ func GetBuiltinBillingExprCopy() map[string]string {
 
 func GetGroupBillingExpr(group, model string) (string, bool) {
 	expr, ok := billingSetting.GroupBillingExpr[group][model]
+	if !ok && group == DeepSeekOfficialGroup {
+		return GetChannelBillingExpr(constant.ChannelTypeDeepSeek, model)
+	}
 	return expr, ok
 }
 
diff --git a/setting/chat.go b/setting/chat.go
index cec1d57..8f23246 100644
--- a/setting/chat.go
+++ b/setting/chat.go
@@ -50,7 +50,7 @@ func UpdateChatsByJsonString(jsonString string) error {
 func Chats2JsonString() string {
 	jsonBytes, err := json.Marshal(Chats)
 	if err != nil {
-		common.SysLog("error marshalling chats: " + err.Error())
+		common.SysLog(common.LogText("error marshalling chats: %s", err.Error()))
 		return "[]"
 	}
 	return string(jsonBytes)
diff --git a/setting/config/config.go b/setting/config/config.go
index 6b1e7e7..c9fc274 100644
--- a/setting/config/config.go
+++ b/setting/config/config.go
@@ -58,7 +58,7 @@ func (cm *ConfigManager) LoadFromDB(options map[string]string) error {
 		// 如果找到配置项，则更新配置
 		if len(configMap) > 0 {
 			if err := updateConfigFromMap(config, configMap); err != nil {
-				common.SysError("failed to update config " + name + ": " + err.Error())
+				common.SysError(common.LogText("failed to update config %s: %s", name, err.Error()))
 				continue
 			}
 		}
diff --git a/setting/console_setting/validation.go b/setting/console_setting/validation.go
index 5c664a1..30dc922 100644
--- a/setting/console_setting/validation.go
+++ b/setting/console_setting/validation.go
@@ -1,7 +1,6 @@
 package console_setting
 
 import (
-	"fmt"
 	"net/url"
 	"regexp"
 	"sort"
@@ -24,10 +23,10 @@ var (
 	slugRegex = regexp.MustCompile(`^[a-zA-Z0-9_-]+$`)
 )
 
-func parseJSONArray(jsonStr string, typeName string) ([]map[string]interface{}, error) {
-	var list []map[string]interface{}
+func parseJSONArray(jsonStr string, formatErrorKey string) ([]map[string]any, error) {
+	var list []map[string]any
 	if err := common.UnmarshalJsonStr(jsonStr, &list); err != nil {
-		return nil, fmt.Errorf("%s格式错误：%s", typeName, err.Error())
+		return nil, common.NewMessage(formatErrorKey, map[string]any{"error": err.Error()})
 	}
 	return list, nil
 }
@@ -36,31 +35,52 @@ func exceedsMaxCharacters(s string, max int) bool {
 	return len(utf16.Encode([]rune(s))) > max
 }
 
-func validateURL(urlStr string, index int, itemType string) error {
+// itemMessages are the keys of the URL and content checks shared by the
+// API info and Uptime Kuma group lists.
+type itemMessages struct {
+	invalidURL    string
+	unparsableURL string
+	unsafeContent string
+}
+
+var (
+	apiInfoMessages = itemMessages{
+		invalidURL:    "API info #{{index}} has an invalid URL format",
+		unparsableURL: "API info #{{index}} has a URL that cannot be parsed: {{error}}",
+		unsafeContent: "API info #{{index}} contains disallowed content",
+	}
+	groupMessages = itemMessages{
+		invalidURL:    "Group #{{index}} has an invalid URL format",
+		unparsableURL: "Group #{{index}} has a URL that cannot be parsed: {{error}}",
+		unsafeContent: "Group #{{index}} contains disallowed content",
+	}
+)
+
+func validateURL(urlStr string, index int, messages itemMessages) error {
 	if !urlRegex.MatchString(urlStr) {
-		return fmt.Errorf("第%d个%s的URL格式不正确", index, itemType)
+		return common.NewMessage(messages.invalidURL, map[string]any{"index": index})
 	}
 	if _, err := url.Parse(urlStr); err != nil {
-		return fmt.Errorf("第%d个%s的URL无法解析：%s", index, itemType, err.Error())
+		return common.NewMessage(messages.unparsableURL, map[string]any{"index": index, "error": err.Error()})
 	}
 	return nil
 }
 
-func checkDangerousContent(content string, index int, itemType string) error {
+func checkDangerousContent(content string, index int, messages itemMessages) error {
 	lower := strings.ToLower(content)
 	for _, d := range dangerousChars {
 		if strings.Contains(lower, d) {
-			return fmt.Errorf("第%d个%s包含不允许的内容", index, itemType)
+			return common.NewMessage(messages.unsafeContent, map[string]any{"index": index})
 		}
 	}
 	return nil
 }
 
-func getJSONList(jsonStr string) []map[string]interface{} {
+func getJSONList(jsonStr string) []map[string]any {
 	if jsonStr == "" {
-		return []map[string]interface{}{}
+		return []map[string]any{}
 	}
-	var list []map[string]interface{}
+	var list []map[string]any
 	_ = common.UnmarshalJsonStr(jsonStr, &list)
 	return list
 }
@@ -80,77 +100,77 @@ func ValidateConsoleSettings(settingsStr string, settingType string) error {
 	case "UptimeKumaGroups":
 		return validateUptimeKumaGroups(settingsStr)
 	default:
-		return fmt.Errorf("未知的设置类型：%s", settingType)
+		return common.NewMessage("Unknown setting type: {{type}}", map[string]any{"type": settingType})
 	}
 }
 
 func validateApiInfo(apiInfoStr string) error {
-	apiInfoList, err := parseJSONArray(apiInfoStr, "API信息")
+	apiInfoList, err := parseJSONArray(apiInfoStr, "Invalid API info format: {{error}}")
 	if err != nil {
 		return err
 	}
 
 	if len(apiInfoList) > 50 {
-		return fmt.Errorf("API信息数量不能超过50个")
+		return common.NewMessage("API info cannot exceed 50 entries")
 	}
 
 	for i, apiInfo := range apiInfoList {
 		urlStr, ok := apiInfo["url"].(string)
 		if !ok || urlStr == "" {
-			return fmt.Errorf("第%d个API信息缺少URL字段", i+1)
+			return common.NewMessage("API info #{{index}} is missing the URL field", map[string]any{"index": i + 1})
 		}
 		route, ok := apiInfo["route"].(string)
 		if !ok || route == "" {
-			return fmt.Errorf("第%d个API信息缺少线路描述字段", i+1)
+			return common.NewMessage("API info #{{index}} is missing the route description field", map[string]any{"index": i + 1})
 		}
 		description, ok := apiInfo["description"].(string)
 		if !ok || description == "" {
-			return fmt.Errorf("第%d个API信息缺少说明字段", i+1)
+			return common.NewMessage("API info #{{index}} is missing the description field", map[string]any{"index": i + 1})
 		}
 		color, ok := apiInfo["color"].(string)
 		if !ok || color == "" {
-			return fmt.Errorf("第%d个API信息缺少颜色字段", i+1)
+			return common.NewMessage("API info #{{index}} is missing the color field", map[string]any{"index": i + 1})
 		}
 
-		if err := validateURL(urlStr, i+1, "API信息"); err != nil {
+		if err := validateURL(urlStr, i+1, apiInfoMessages); err != nil {
 			return err
 		}
 
 		if exceedsMaxCharacters(urlStr, 500) {
-			return fmt.Errorf("第%d个API信息的URL长度不能超过500字符", i+1)
+			return common.NewMessage("API info #{{index}} URL cannot exceed 500 characters", map[string]any{"index": i + 1})
 		}
 		if exceedsMaxCharacters(route, 100) {
-			return fmt.Errorf("第%d个API信息的线路描述长度不能超过100字符", i+1)
+			return common.NewMessage("API info #{{index}} route description cannot exceed 100 characters", map[string]any{"index": i + 1})
 		}
 		if exceedsMaxCharacters(description, 200) {
-			return fmt.Errorf("第%d个API信息的说明长度不能超过200字符", i+1)
+			return common.NewMessage("API info #{{index}} description cannot exceed 200 characters", map[string]any{"index": i + 1})
 		}
 
 		if !validColors[color] {
-			return fmt.Errorf("第%d个API信息的颜色值不合法", i+1)
+			return common.NewMessage("API info #{{index}} has an invalid color value", map[string]any{"index": i + 1})
 		}
 
-		if err := checkDangerousContent(description, i+1, "API信息"); err != nil {
+		if err := checkDangerousContent(description, i+1, apiInfoMessages); err != nil {
 			return err
 		}
-		if err := checkDangerousContent(route, i+1, "API信息"); err != nil {
+		if err := checkDangerousContent(route, i+1, apiInfoMessages); err != nil {
 			return err
 		}
 	}
 	return nil
 }
 
-func GetApiInfo() []map[string]interface{} {
+func GetApiInfo() []map[string]any {
 	return getJSONList(GetConsoleSetting().ApiInfo)
 }
 
 func validateAnnouncements(announcementsStr string) error {
-	list, err := parseJSONArray(announcementsStr, "系统公告")
+	list, err := parseJSONArray(announcementsStr, "Invalid announcements format: {{error}}")
 	if err != nil {
 		return err
 	}
 	if len(list) > 100 {
-		return fmt.Errorf("系统公告数量不能超过100个")
+		return common.NewMessage("Announcements cannot exceed 100 entries")
 	}
 	validTypes := map[string]bool{
 		"default": true, "ongoing": true, "success": true, "warning": true, "error": true,
@@ -158,32 +178,32 @@ func validateAnnouncements(announcementsStr string) error {
 	for i, ann := range list {
 		content, ok := ann["content"].(string)
 		if !ok || content == "" {
-			return fmt.Errorf("第%d个公告缺少内容字段", i+1)
+			return common.NewMessage("Announcement #{{index}} is missing the content field", map[string]any{"index": i + 1})
 		}
 		publishDateAny, exists := ann["publishDate"]
 		if !exists {
-			return fmt.Errorf("第%d个公告缺少发布日期字段", i+1)
+			return common.NewMessage("Announcement #{{index}} is missing the publish date field", map[string]any{"index": i + 1})
 		}
 		publishDateStr, ok := publishDateAny.(string)
 		if !ok || publishDateStr == "" {
-			return fmt.Errorf("第%d个公告的发布日期不能为空", i+1)
+			return common.NewMessage("Announcement #{{index}} publish date cannot be empty", map[string]any{"index": i + 1})
 		}
 		if _, err := time.Parse(time.RFC3339, publishDateStr); err != nil {
-			return fmt.Errorf("第%d个公告的发布日期格式错误", i+1)
+			return common.NewMessage("Announcement #{{index}} has an invalid publish date format", map[string]any{"index": i + 1})
 		}
 		if t, exists := ann["type"]; exists {
 			if typeStr, ok := t.(string); ok {
 				if !validTypes[typeStr] {
-					return fmt.Errorf("第%d个公告的类型值不合法", i+1)
+					return common.NewMessage("Announcement #{{index}} has an invalid type value", map[string]any{"index": i + 1})
 				}
 			}
 		}
 		if exceedsMaxCharacters(content, 500) {
-			return fmt.Errorf("第%d个公告的内容长度不能超过500字符", i+1)
+			return common.NewMessage("Announcement #{{index}} content cannot exceed 500 characters", map[string]any{"index": i + 1})
 		}
 		if extra, exists := ann["extra"]; exists {
 			if extraStr, ok := extra.(string); ok && exceedsMaxCharacters(extraStr, 100) {
-				return fmt.Errorf("第%d个公告的说明长度不能超过100字符", i+1)
+				return common.NewMessage("Announcement #{{index}} note cannot exceed 100 characters", map[string]any{"index": i + 1})
 			}
 		}
 	}
@@ -191,33 +211,33 @@ func validateAnnouncements(announcementsStr string) error {
 }
 
 func validateFAQ(faqStr string) error {
-	list, err := parseJSONArray(faqStr, "FAQ信息")
+	list, err := parseJSONArray(faqStr, "Invalid FAQ format: {{error}}")
 	if err != nil {
 		return err
 	}
 	if len(list) > 100 {
-		return fmt.Errorf("FAQ数量不能超过100个")
+		return common.NewMessage("FAQ cannot exceed 100 entries")
 	}
 	for i, faq := range list {
 		question, ok := faq["question"].(string)
 		if !ok || question == "" {
-			return fmt.Errorf("第%d个FAQ缺少问题字段", i+1)
+			return common.NewMessage("FAQ #{{index}} is missing the question field", map[string]any{"index": i + 1})
 		}
 		answer, ok := faq["answer"].(string)
 		if !ok || answer == "" {
-			return fmt.Errorf("第%d个FAQ缺少答案字段", i+1)
+			return common.NewMessage("FAQ #{{index}} is missing the answer field", map[string]any{"index": i + 1})
 		}
 		if exceedsMaxCharacters(question, 200) {
-			return fmt.Errorf("第%d个FAQ的问题长度不能超过200字符", i+1)
+			return common.NewMessage("FAQ #{{index}} question cannot exceed 200 characters", map[string]any{"index": i + 1})
 		}
 		if exceedsMaxCharacters(answer, 1000) {
-			return fmt.Errorf("第%d个FAQ的答案长度不能超过1000字符", i+1)
+			return common.NewMessage("FAQ #{{index}} answer cannot exceed 1000 characters", map[string]any{"index": i + 1})
 		}
 	}
 	return nil
 }
 
-func getPublishTime(item map[string]interface{}) time.Time {
+func getPublishTime(item map[string]any) time.Time {
 	if v, ok := item["publishDate"]; ok {
 		if s, ok2 := v.(string); ok2 {
 			if t, err := time.Parse(time.RFC3339, s); err == nil {
@@ -228,7 +248,7 @@ func getPublishTime(item map[string]interface{}) time.Time {
 	return time.Time{}
 }
 
-func GetAnnouncements() []map[string]interface{} {
+func GetAnnouncements() []map[string]any {
 	list := getJSONList(GetConsoleSetting().Announcements)
 	sort.SliceStable(list, func(i, j int) bool {
 		return getPublishTime(list[i]).After(getPublishTime(list[j]))
@@ -236,18 +256,18 @@ func GetAnnouncements() []map[string]interface{} {
 	return list
 }
 
-func GetFAQ() []map[string]interface{} {
+func GetFAQ() []map[string]any {
 	return getJSONList(GetConsoleSetting().FAQ)
 }
 
 func validateUptimeKumaGroups(groupsStr string) error {
-	groups, err := parseJSONArray(groupsStr, "Uptime Kuma分组配置")
+	groups, err := parseJSONArray(groupsStr, "Invalid Uptime Kuma group settings format: {{error}}")
 	if err != nil {
 		return err
 	}
 
 	if len(groups) > 20 {
-		return fmt.Errorf("Uptime Kuma分组数量不能超过20个")
+		return common.NewMessage("Uptime Kuma groups cannot exceed 20 entries")
 	}
 
 	nameSet := make(map[string]bool)
@@ -255,56 +275,56 @@ func validateUptimeKumaGroups(groupsStr string) error {
 	for i, group := range groups {
 		categoryName, ok := group["categoryName"].(string)
 		if !ok || categoryName == "" {
-			return fmt.Errorf("第%d个分组缺少分类名称字段", i+1)
+			return common.NewMessage("Group #{{index}} is missing the category name field", map[string]any{"index": i + 1})
 		}
 		if nameSet[categoryName] {
-			return fmt.Errorf("第%d个分组的分类名称与其他分组重复", i+1)
+			return common.NewMessage("Group #{{index}} category name duplicates another group", map[string]any{"index": i + 1})
 		}
 		nameSet[categoryName] = true
 		urlStr, ok := group["url"].(string)
 		if !ok || urlStr == "" {
-			return fmt.Errorf("第%d个分组缺少URL字段", i+1)
+			return common.NewMessage("Group #{{index}} is missing the URL field", map[string]any{"index": i + 1})
 		}
 		slug, ok := group["slug"].(string)
 		if !ok || slug == "" {
-			return fmt.Errorf("第%d个分组缺少Slug字段", i+1)
+			return common.NewMessage("Group #{{index}} is missing the slug field", map[string]any{"index": i + 1})
 		}
 		description, ok := group["description"].(string)
 		if !ok {
 			description = ""
 		}
 
-		if err := validateURL(urlStr, i+1, "分组"); err != nil {
+		if err := validateURL(urlStr, i+1, groupMessages); err != nil {
 			return err
 		}
 
 		if exceedsMaxCharacters(categoryName, 50) {
-			return fmt.Errorf("第%d个分组的分类名称长度不能超过50字符", i+1)
+			return common.NewMessage("Group #{{index}} category name cannot exceed 50 characters", map[string]any{"index": i + 1})
 		}
 		if exceedsMaxCharacters(urlStr, 500) {
-			return fmt.Errorf("第%d个分组的URL长度不能超过500字符", i+1)
+			return common.NewMessage("Group #{{index}} URL cannot exceed 500 characters", map[string]any{"index": i + 1})
 		}
 		if exceedsMaxCharacters(slug, 100) {
-			return fmt.Errorf("第%d个分组的Slug长度不能超过100字符", i+1)
+			return common.NewMessage("Group #{{index}} slug cannot exceed 100 characters", map[string]any{"index": i + 1})
 		}
 		if exceedsMaxCharacters(description, 200) {
-			return fmt.Errorf("第%d个分组的描述长度不能超过200字符", i+1)
+			return common.NewMessage("Group #{{index}} description cannot exceed 200 characters", map[string]any{"index": i + 1})
 		}
 
 		if !slugRegex.MatchString(slug) {
-			return fmt.Errorf("第%d个分组的Slug只能包含字母、数字、下划线和连字符", i+1)
+			return common.NewMessage("Group #{{index}} slug can only contain letters, numbers, underscores and hyphens", map[string]any{"index": i + 1})
 		}
 
-		if err := checkDangerousContent(description, i+1, "分组"); err != nil {
+		if err := checkDangerousContent(description, i+1, groupMessages); err != nil {
 			return err
 		}
-		if err := checkDangerousContent(categoryName, i+1, "分组"); err != nil {
+		if err := checkDangerousContent(categoryName, i+1, groupMessages); err != nil {
 			return err
 		}
 	}
 	return nil
 }
 
-func GetUptimeKumaGroups() []map[string]interface{} {
+func GetUptimeKumaGroups() []map[string]any {
 	return getJSONList(GetConsoleSetting().UptimeKumaGroups)
 }
diff --git a/setting/model_setting/global.go b/setting/model_setting/global.go
index 6d13377..6494ba9 100644
--- a/setting/model_setting/global.go
+++ b/setting/model_setting/global.go
@@ -1,7 +1,6 @@
 package model_setting
 
 import (
-	"fmt"
 	"regexp"
 	"slices"
 	"strings"
@@ -124,12 +123,12 @@ func compiledThinkingBlacklist() ([]string, []*regexp.Regexp) {
 		if after, ok := strings.CutPrefix(entry, thinkingBlacklistRegexPrefix); ok {
 			pattern := after
 			if pattern == "" {
-				common.SysError(fmt.Sprintf("invalid thinking_model_blacklist regex %q: pattern is empty", entry))
+				common.SysError(common.LogText("invalid thinking_model_blacklist regex %q: pattern is empty", entry))
 				continue
 			}
 			re, err := regexp.Compile(pattern)
 			if err != nil {
-				common.SysError(fmt.Sprintf("invalid thinking_model_blacklist regex %q: %v", entry, err))
+				common.SysError(common.LogText("invalid thinking_model_blacklist regex %q: %v", entry, err))
 				continue
 			}
 			regexes = append(regexes, re)
diff --git a/setting/model_setting/qwen.go b/setting/model_setting/qwen.go
deleted file mode 100644
index ffbcd9d..0000000
--- a/setting/model_setting/qwen.go
+++ /dev/null
@@ -1,51 +0,0 @@
-package model_setting
-
-import (
-	"strings"
-
-	"github.com/QuantumNous/new-api/setting/config"
-)
-
-// QwenSettings defines Qwen model configuration. 注意bool要以enabled结尾才可以生效编辑
-type QwenSettings struct {
-	SyncImageModels []string `json:"sync_image_models"`
-}
-
-// 默认配置
-var defaultQwenSettings = QwenSettings{
-	SyncImageModels: []string{
-		"z-image",
-		"qwen-image",
-		"wan2.6",
-		"wan2.7",
-		"qwen-image-edit",
-		"qwen-image-edit-max",
-		"qwen-image-edit-max-2026-01-16",
-		"qwen-image-edit-plus",
-		"qwen-image-edit-plus-2025-12-15",
-		"qwen-image-edit-plus-2025-10-30",
-	},
-}
-
-// 全局实例
-var qwenSettings = defaultQwenSettings
-
-func init() {
-	// 注册到全局配置管理器
-	config.GlobalConfig.Register("qwen", &qwenSettings)
-}
-
-// GetQwenSettings
-func GetQwenSettings() *QwenSettings {
-	return &qwenSettings
-}
-
-// IsSyncImageModel
-func IsSyncImageModel(model string) bool {
-	for _, m := range qwenSettings.SyncImageModels {
-		if strings.Contains(model, m) {
-			return true
-		}
-	}
-	return false
-}
diff --git a/setting/operation_setting/log_setting.go b/setting/operation_setting/log_setting.go
new file mode 100644
index 0000000..f31471d
--- /dev/null
+++ b/setting/operation_setting/log_setting.go
@@ -0,0 +1,45 @@
+package operation_setting
+
+import (
+	"strconv"
+
+	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/setting/config"
+)
+
+const LogMaxRangeDaysOptionKey = "log_setting.max_range_days"
+
+// LogSetting limits how far regular users can reach into usage logs.
+type LogSetting struct {
+	// UserExportEnabled lets regular users export their own usage logs.
+	// Administrators can always export.
+	UserExportEnabled bool `json:"user_export_enabled"`
+	// MaxRangeDays is the longest time range a user can search in their logs
+	// and dashboard, and the longest range any export can cover.
+	MaxRangeDays int `json:"max_range_days"`
+}
+
+var logSetting = LogSetting{
+	UserExportEnabled: true,
+	MaxRangeDays:      365,
+}
+
+func init() {
+	config.GlobalConfig.Register("log_setting", &logSetting)
+}
+
+func GetLogSetting() *LogSetting {
+	return &logSetting
+}
+
+func (s *LogSetting) MaxRangeSeconds() int64 {
+	return int64(max(s.MaxRangeDays, 1)) * 24 * 60 * 60
+}
+
+func ValidateLogMaxRangeDays(value string) error {
+	days, err := strconv.Atoi(value)
+	if err != nil || days < 1 {
+		return common.NewMessage("The longest log time range must be at least 1 day")
+	}
+	return nil
+}
diff --git a/setting/operation_setting/quota_setting.go b/setting/operation_setting/quota_setting.go
index dcf0501..ae1eb76 100644
--- a/setting/operation_setting/quota_setting.go
+++ b/setting/operation_setting/quota_setting.go
@@ -1,14 +1,24 @@
 package operation_setting
 
-import "github.com/QuantumNous/new-api/setting/config"
+import (
+	"fmt"
+	"math"
+	"strconv"
+
+	"github.com/QuantumNous/new-api/setting/config"
+)
 
 type QuotaSetting struct {
-	EnableFreeModelPreConsume bool `json:"enable_free_model_pre_consume"` // 是否对免费模型启用预消耗
+	EnableFreeModelPreConsume bool    `json:"enable_free_model_pre_consume"` // 是否对免费模型启用预消耗
+	TrustQuotaUSD             float64 `json:"trust_quota_usd"`               // 钱包免预扣门槛，0 表示禁用
+	PreConsumeMultiplier      float64 `json:"pre_consume_multiplier"`        // 预计输入费用的预扣倍率，仅影响预留
 }
 
 // 默认配置
 var quotaSetting = QuotaSetting{
 	EnableFreeModelPreConsume: true,
+	TrustQuotaUSD:             10,
+	PreConsumeMultiplier:      1,
 }
 
 func init() {
@@ -19,3 +29,27 @@ func init() {
 func GetQuotaSetting() *QuotaSetting {
 	return &quotaSetting
 }
+
+// ValidateQuotaOption validates reservation settings before they are persisted.
+func ValidateQuotaOption(key, value string) error {
+	if key != "quota_setting.trust_quota_usd" && key != "quota_setting.pre_consume_multiplier" {
+		return nil
+	}
+	number, err := strconv.ParseFloat(value, 64)
+	if err != nil || math.IsNaN(number) || math.IsInf(number, 0) || number < 0 {
+		return fmt.Errorf("%s must be a finite non-negative number", key)
+	}
+	if key == "quota_setting.pre_consume_multiplier" && number == 0 {
+		return fmt.Errorf("%s must be greater than zero", key)
+	}
+	return nil
+}
+
+// InputPreConsumeMultiplier rejects invalid runtime settings as well as invalid saves.
+func InputPreConsumeMultiplier() (float64, error) {
+	multiplier := quotaSetting.PreConsumeMultiplier
+	if multiplier <= 0 || math.IsNaN(multiplier) || math.IsInf(multiplier, 0) {
+		return 0, fmt.Errorf("pre-consume multiplier must be a finite number greater than zero")
+	}
+	return multiplier, nil
+}
diff --git a/setting/operation_setting/tools.go b/setting/operation_setting/tools.go
index da05a74..ce5d848 100644
--- a/setting/operation_setting/tools.go
+++ b/setting/operation_setting/tools.go
@@ -2,7 +2,6 @@ package operation_setting
 
 import (
 	"encoding/json"
-	"fmt"
 	"math"
 	"sort"
 	"strings"
@@ -23,6 +22,8 @@ import (
 // Effective index: hardcoded defaults → hardcoded model overrides → valid
 // operator values. Lookup uses the longest model prefix before the tool
 // default, and a matched numeric zero is terminal.
+//
+// Built-in keys are written in the vendor's list currency.
 // ---------------------------------------------------------------------------
 
 const ToolPriceOptionKey = "tool_price_setting.prices"
@@ -49,6 +50,49 @@ func seedHardcodedToolPrices(prices map[string]float64) {
 	prices["web_search_preview:gpt-4.1*"] = defaultSearchPreviewModelPrice
 	prices["web_search_preview:gpt-4o-mini*"] = defaultSearchPreviewModelPrice
 	prices["web_search_preview:gpt-4.1-mini*"] = defaultSearchPreviewModelPrice
+
+	// Google Search grounding (USD per 1K, ai.google.dev/gemini-api/docs/pricing
+	// and cloud.google.com/vertex-ai/generative-ai/pricing): Gemini 3 bills each
+	// search query at $14 (the google_search default); Gemini 2.5 and older bill
+	// $35 per grounded prompt, so their query count is free and the grounded
+	// prompt carries the price.
+	prices["google_search:gemini-2.5*"] = 0
+	prices["google_search:gemini-2.0*"] = 0
+	prices["google_search:gemini-1.5*"] = 0
+	prices["google_search_grounded_prompt:gemini-2.5*"] = 35
+	prices["google_search_grounded_prompt:gemini-2.0*"] = 35
+	prices["google_search_grounded_prompt:gemini-1.5*"] = 35
+
+	// Vendor search tiers, verbatim in the vendor's list currency per 1K
+	// calls. CNY: Zhipu search engines, 0.01/0.03/0.05 CNY per call
+	// (https://docs.bigmodel.cn/cn/guide/tools/web-search), and Alibaba Model
+	// Studio search strategies at Beijing prices
+	// (https://help.aliyun.com/zh/model-studio/web-search); the Singapore
+	// agent price (73.392381 CNY) is set by the operator. USD: Azure
+	// Responses web search, billed as Bing transactions at $14 per 1,000
+	// (https://www.microsoft.com/en-us/bing/apis), and xAI web search $5 per
+	// 1K calls, x_search $5 per 1K posts and $10 per 1K profiles
+	// (https://docs.x.ai/developers/pricing).
+	prices["search_std"] = 10
+	prices["search_pro"] = 30
+	prices["search_pro_sogou"] = 50
+	prices["search_pro_quark"] = 50
+	prices["search_strategy_turbo"] = 3
+	prices["search_strategy_max"] = 4
+	prices["search_strategy_agent"] = 4
+	prices["search_strategy_agent_max"] = 4
+	prices["bing_web_search"] = 14
+	prices["web_search:grok*"] = 5
+	prices["x_search_posts"] = 5
+	prices["x_search_profiles"] = 10
+
+	// DeepSeek Search and Fetch APIs, $0.75 per 1,000 successful requests
+	// each (https://api-docs.deepseek.com/quick_start/pricing), for the
+	// searches and page fetches DeepSeek runs server-side for Claude Code and
+	// Codex traffic. /v1/tools/search and /v1/tools/fetch bill through the
+	// deepseek-search and deepseek-fetch model prices instead.
+	prices["deepseek_search"] = 0.75
+	prices["deepseek_fetch"] = 0.75
 }
 
 // ToolPriceSetting is managed by config.GlobalConfig.Register.
@@ -61,11 +105,29 @@ var toolPriceSetting = ToolPriceSetting{
 	Prices: make(map[string]float64),
 }
 
+// builtInToolNames are the tool names (the part before ":") that
+// seedHardcodedToolPrices prices, built once from the constant seed and never
+// from operator configuration.
+var builtInToolNames = make(map[string]struct{})
+
 func init() {
 	config.GlobalConfig.Register("tool_price_setting", &toolPriceSetting)
+	seed := make(map[string]float64)
+	seedHardcodedToolPrices(seed)
+	for key := range seed {
+		name, _, _ := strings.Cut(key, ":")
+		builtInToolNames[name] = struct{}{}
+	}
 	RebuildToolPriceIndex()
 }
 
+// IsBuiltInToolPriceKey reports whether the built-in price seed prices the
+// tool name, as a default or for a model prefix. Operator prices never count.
+func IsBuiltInToolPriceKey(name string) bool {
+	_, ok := builtInToolNames[name]
+	return ok
+}
+
 // ---------------------------------------------------------------------------
 // Precomputed price index (atomic, lock-free on read path)
 // ---------------------------------------------------------------------------
@@ -89,25 +151,25 @@ func isValidToolPrice(price float64) bool {
 func decodeToolPricesJSON(value string, ignoreInvalidEntries bool) (map[string]float64, error) {
 	rawValue := json.RawMessage(strings.TrimSpace(value))
 	if common.GetJsonType(rawValue) != "object" {
-		return nil, fmt.Errorf("工具价格必须是 JSON 对象")
+		return nil, common.NewMessage("Tool prices must be a JSON object")
 	}
 
 	var rawPrices map[string]json.RawMessage
 	if err := common.Unmarshal(rawValue, &rawPrices); err != nil {
-		return nil, fmt.Errorf("解析工具价格失败: %w", err)
+		return nil, common.NewMessage("Failed to parse tool prices: {{error}}", map[string]any{"error": err.Error()})
 	}
 
 	prices := make(map[string]float64, len(rawPrices))
 	for name, rawPrice := range rawPrices {
 		var entryErr error
 		if common.GetJsonType(rawPrice) != "number" {
-			entryErr = fmt.Errorf("工具价格 %q 必须是非负数字", name)
+			entryErr = common.NewMessage(`Tool price "{{name}}" must be a non-negative number`, map[string]any{"name": name})
 		} else {
 			var price float64
 			if err := common.Unmarshal(rawPrice, &price); err != nil {
-				entryErr = fmt.Errorf("解析工具价格 %q 失败: %w", name, err)
+				entryErr = common.NewMessage(`Failed to parse tool price "{{name}}": {{error}}`, map[string]any{"name": name, "error": err.Error()})
 			} else if !isValidToolPrice(price) {
-				entryErr = fmt.Errorf("工具价格 %q 必须是有限的非负数字", name)
+				entryErr = common.NewMessage(`Tool price "{{name}}" must be a finite non-negative number`, map[string]any{"name": name})
 			} else {
 				prices[name] = price
 			}
@@ -137,7 +199,7 @@ func ValidateToolPricesJSON(value string) error {
 func LoadToolPricesFromJSONString(value string) {
 	prices, err := decodeToolPricesJSON(value, true)
 	if err != nil {
-		common.SysError("加载工具价格失败，将使用硬编码兜底: " + err.Error())
+		common.SysError(common.LogText("failed to load tool prices, using hardcoded fallbacks: %s", err.Error()))
 		prices = make(map[string]float64)
 	}
 	toolPriceSetting.Prices = prices
diff --git a/setting/operation_setting/tools_price_test.go b/setting/operation_setting/tools_price_test.go
index 915c377..63704d1 100644
--- a/setting/operation_setting/tools_price_test.go
+++ b/setting/operation_setting/tools_price_test.go
@@ -24,18 +24,46 @@ func TestToolPriceHardcodedFallbacksSurviveMissingOperatorConfig(t *testing.T) {
 	toolPriceSetting.Prices = map[string]float64{}
 	RebuildToolPriceIndex()
 
-	expectedDefaults := map[string]float64{
-		"web_search":         10,
-		"web_search_preview": 10,
-		"file_search":        2.5,
-		"google_search":      14,
-		"image_generation":   150,
+	tests := []struct {
+		tool  string
+		model string
+		want  float64
+	}{
+		{"web_search", "", 10},
+		{"web_search_preview", "", 10},
+		{"file_search", "", 2.5},
+		{"google_search", "", 14},
+		{"image_generation", "", 150},
+		{"web_search_preview", "gpt-4o-2024-11-20", 25},
+		{"web_search_preview", "gpt-4.1-mini", 25},
+		// Gemini 3 bills each search query; 2.5 and older bill the grounded prompt.
+		{"google_search", "gemini-3.7-flash", 14},
+		{"google_search_grounded_prompt", "gemini-3.7-flash", 0},
+		{"google_search", "gemini-2.5-flash", 0},
+		{"google_search_grounded_prompt", "gemini-2.5-flash", 35},
+		// Vendor search tiers in the vendor's list currency.
+		{"search_std", "", 10},
+		{"search_pro", "", 30},
+		{"search_pro_sogou", "", 50},
+		{"search_pro_quark", "", 50},
+		{"search_strategy_turbo", "", 3},
+		{"search_strategy_max", "", 4},
+		{"search_strategy_agent", "", 4},
+		{"search_strategy_agent_max", "", 4},
+		{"bing_web_search", "", 14},
+		{"web_search", "grok-4", 5},
+		{"x_search_posts", "", 5},
+		{"x_search_profiles", "", 10},
+		{"deepseek_search", "", 0.75},
+		{"deepseek_fetch", "", 0.75},
+		{"deepseek_search", "claude-sonnet-4-5", 0.75},
 	}
-	for name, expected := range expectedDefaults {
-		assert.Equal(t, expected, GetToolPrice(name), name)
+	for _, tt := range tests {
+		assert.Equal(t, tt.want, GetToolPriceForModel(tt.tool, tt.model), "%s for %q", tt.tool, tt.model)
 	}
-	assert.Equal(t, 25.0, GetToolPriceForModel("web_search_preview", "gpt-4o-2024-11-20"))
-	assert.Equal(t, 25.0, GetToolPriceForModel("web_search_preview", "gpt-4.1-mini"))
+	assert.True(t, IsBuiltInToolPriceKey("bing_web_search"))
+	assert.True(t, IsBuiltInToolPriceKey("deepseek_fetch"))
+	assert.True(t, IsBuiltInToolPriceKey("google_search_grounded_prompt"), "seeded only for model prefixes")
 }
 
 func TestToolPriceOperatorOverridePrecedenceAndExplicitZero(t *testing.T) {
@@ -77,6 +105,7 @@ func TestToolPriceCustomFunctionHasNoHardcodedFallback(t *testing.T) {
 	toolPriceSetting.Prices["lookup_customer"] = 5
 	RebuildToolPriceIndex()
 	assert.Equal(t, 5.0, GetToolPrice("lookup_customer"))
+	assert.False(t, IsBuiltInToolPriceKey("lookup_customer"), "an operator price is not a built-in key")
 
 	toolPriceSetting.Prices["lookup_customer"] = 0
 	RebuildToolPriceIndex()
diff --git a/setting/rate_limit.go b/setting/rate_limit.go
index d046ae1..b1bbed3 100644
--- a/setting/rate_limit.go
+++ b/setting/rate_limit.go
@@ -31,7 +31,7 @@ func ModelRequestRateLimitGroup2JSONString() string {
 
 	jsonBytes, err := common.Marshal(ModelRequestRateLimitGroup)
 	if err != nil {
-		common.SysLog("error marshalling model ratio: " + err.Error())
+		common.SysLog(common.LogText("error marshalling model ratio: %s", err.Error()))
 	}
 	return string(jsonBytes)
 }
diff --git a/setting/ratio_setting/group_ratio.go b/setting/ratio_setting/group_ratio.go
index 7d16d92..a6697be 100644
--- a/setting/ratio_setting/group_ratio.go
+++ b/setting/ratio_setting/group_ratio.go
@@ -79,7 +79,7 @@ func UpdateGroupRatioByJSONString(jsonStr string) error {
 func GetGroupRatio(name string) float64 {
 	ratio, ok := groupRatioMap.Get(name)
 	if !ok {
-		common.SysLog("group ratio not found: " + name)
+		common.SysLog(common.LogText("group ratio not found: %s", name))
 		return 1
 	}
 	return ratio
diff --git a/setting/ratio_setting/model_ratio.go b/setting/ratio_setting/model_ratio.go
index 9f1ac74..7976281 100644
--- a/setting/ratio_setting/model_ratio.go
+++ b/setting/ratio_setting/model_ratio.go
@@ -365,7 +365,7 @@ func GetModelPrice(name string, printErr bool) (float64, bool) {
 	}
 
 	if printErr {
-		common.SysError("model price not found: " + name)
+		common.SysError(common.LogText("model price not found: %s", name))
 	}
 	return -1, false
 }
@@ -395,7 +395,7 @@ func GetModelRatio(name string) (float64, bool, string) {
 func DefaultModelRatio2JSONString() string {
 	jsonBytes, err := common.Marshal(defaultModelRatio)
 	if err != nil {
-		common.SysError("error marshalling model ratio: " + err.Error())
+		common.SysError(common.LogText("error marshalling model ratio: %s", err.Error()))
 	}
 	return string(jsonBytes)
 }
diff --git a/setting/sensitive.go b/setting/sensitive.go
index 5ef0c1c..9d04540 100644
--- a/setting/sensitive.go
+++ b/setting/sensitive.go
@@ -2,8 +2,8 @@ package setting
 
 import "strings"
 
-var CheckSensitiveEnabled = true
-var CheckSensitiveOnPromptEnabled = true
+var CheckSensitiveEnabled = false
+var CheckSensitiveOnPromptEnabled = false
 
 //var CheckSensitiveOnCompletionEnabled = true
 
@@ -14,10 +14,7 @@ var StopOnSensitiveEnabled = true
 var StreamCacheQueueLength = 0
 
 // SensitiveWords 敏感词
-// var SensitiveWords []string
-var SensitiveWords = []string{
-	"test_sensitive",
-}
+var SensitiveWords []string
 
 func SensitiveWordsToString() string {
 	return strings.Join(SensitiveWords, "\n")
diff --git a/setting/system_setting/task_artifact.go b/setting/system_setting/task_artifact.go
index 54b0bf9..2e73959 100644
--- a/setting/system_setting/task_artifact.go
+++ b/setting/system_setting/task_artifact.go
@@ -26,7 +26,7 @@ type TaskArtifactAccessLimits struct {
 func positiveTaskArtifactLimit(env string, defaultValue int) int {
 	value := common.GetEnvOrDefault(env, defaultValue)
 	if value <= 0 {
-		common.SysError(env + " must be positive; using default")
+		common.SysError(common.LogText("%s must be positive; using default", env))
 		return defaultValue
 	}
 	return value
diff --git a/setting/system_setting/task_artifact_store.go b/setting/system_setting/task_artifact_store.go
index bc883bb..f5ed28a 100644
--- a/setting/system_setting/task_artifact_store.go
+++ b/setting/system_setting/task_artifact_store.go
@@ -63,12 +63,12 @@ func LoadTaskArtifactStoreConfig() TaskArtifactStoreConfig {
 		S3PresignTTLSeconds: common.GetEnvOrDefault(TaskArtifactStoreS3PresignTTLEnv, DefaultTaskArtifactStorePresignTTLSeconds),
 	}
 	if err := ValidateTaskArtifactStoreConfig(config); err != nil {
-		common.SysError("invalid task artifact store configuration: " + err.Error() + "; using upstream mode")
+		common.SysError(common.LogText("invalid task artifact store configuration: %s; using upstream mode", err.Error()))
 		config.Mode = TaskArtifactStoreModeUpstream
 		return config
 	}
 	if config.Mode == TaskArtifactStoreModeS3 {
-		common.SysError("task artifact S3 storage is not implemented; using upstream mode")
+		common.SysError(common.LogText("task artifact S3 storage is not implemented; using upstream mode"))
 		config.Mode = TaskArtifactStoreModeUpstream
 	}
 	return config
diff --git a/setting/user_usable_group.go b/setting/user_usable_group.go
index 39c692c..63c54cf 100644
--- a/setting/user_usable_group.go
+++ b/setting/user_usable_group.go
@@ -8,9 +8,11 @@ import (
 	"github.com/QuantumNous/new-api/common"
 )
 
+// The default descriptions are English source keys that the web console
+// translates; descriptions an administrator saves are shown as written.
 var userUsableGroups = map[string]string{
-	"default": "默认分组",
-	"vip":     "vip分组",
+	"default": "Default group",
+	"vip":     "VIP group",
 }
 var userUsableGroupsMutex sync.RWMutex
 
@@ -29,7 +31,7 @@ func UserUsableGroups2JSONString() string {
 
 	jsonBytes, err := json.Marshal(userUsableGroups)
 	if err != nil {
-		common.SysLog("error marshalling user groups: " + err.Error())
+		common.SysLog(common.LogText("error marshalling user groups: %s", err.Error()))
 	}
 	return string(jsonBytes)
 }
diff --git a/tokenkit/README.md b/tokenkit/README.md
new file mode 100644
index 0000000..196da41
--- /dev/null
+++ b/tokenkit/README.md
@@ -0,0 +1,125 @@
+# TokenKit
+
+TokenKit 是从 [new-api](https://github.com/QuantumNous/new-api) 中拆分出的独立 Go 模块，用来在不调用上游 API 的情况下，计算或估算大模型请求的 token 数。
+
+它只做计数，不负责解析请求、下载图片或计费。调用方传入文本，或者图片的尺寸和 detail 设置，TokenKit 返回 token 数。可以脱离 new-api 主模块，嵌入其他 Go 网关、代理或客户端。
+
+## 能力
+
+- GPT 和 o 系列模型用 tiktoken 精确计数，GPT-4 和 GPT-3.5 走 `cl100k_base`，其余走 `o200k_base`
+- Claude、Gemini 和其他模型按字符类别加权估算，Claude Opus 4.7 前后的两套 tokenizer 分开处理
+- 按各家公开的尺寸规则计算图片 token，包括 OpenAI 的 detail 级别和 Gemini 3 的 media resolution
+- 不依赖 new-api 主模块、Gin、数据库或全局设置
+
+## 准确度
+
+文本权重是用真实 agent 会话校准的：从 Claude Code 和 Codex 的会话里取了 54 段，包括工具定义、工具调用和工具输出，和上游返回的 usage 逐条对比。
+
+| 模型 | 测试模型 | prompt 偏差 / 平均误差 | 输出文本 偏差 / 平均误差 |
+|---|---|---|---|
+| Claude（4.7 之前） | claude-haiku-4-5 | +0.5% / 3.3% | −0.6% / 3.8% |
+| Claude（4.7 及以后） | claude-sonnet-5 | +0.3% / 3.5% | −1.1% / 4.3% |
+| GPT（估算） | gpt-5.6-luna | +0.9% / 2.9% | −1.8% / 5.3% |
+| Gemini | gemini-3.7-flash | +0.7% / 4.2% | −1.3% / 4.7% |
+
+GPT 用 `Count` 时和 tiktoken 基本一致。有两处已知差异：
+- 只含缩进空格的空行会多算 1 个 token，来自 tiktoken-go v0.8.1 的分词正则，1.2 MB 的 agent 文本上一共多 3 个。
+- 超过 1024 字节、中间没有分隔的连续片段（例如没有标点的长段汉字、长串空格）会被切开再计数，误差不到 0.5%。不切的话，BPE 的耗时随片段长度平方增长：10 万个连续汉字要 20 秒左右，切开后约 0.1 秒。
+
+估算适合 agent 流量：代码、JSON、命令输出和中英文混排。几百 token 的短文本误差会大一些。
+
+图片规则和上游实测一致：OpenAI 的 patch 和 tile 计算、Claude 两个分辨率档位、Gemini 2.x 的切块。例外和注意事项见[图片](#图片)。
+
+## 安装
+
+TokenKit 要求 Go 1.26 或更高版本。
+
+```bash
+go get github.com/QuantumNous/new-api/tokenkit@latest
+```
+
+## 快速开始
+
+```go
+package main
+
+import (
+	"fmt"
+
+	"github.com/QuantumNous/new-api/tokenkit"
+)
+
+func main() {
+	prompt := "读取 main.go 并解释 init 函数"
+
+	// GPT 用 tiktoken 精确计数，其他模型估算
+	fmt.Println(tokenkit.Count("gpt-5.6-sol", prompt))
+	fmt.Println(tokenkit.Count("claude-opus-5-5", prompt))
+
+	// 只要估算，不跑 tokenizer，比如流式输出中途断开时补算 completion
+	fmt.Println(tokenkit.Estimate("gpt-5.6-sol", prompt))
+
+	// 一张 1920×1080 的截图
+	shot := tokenkit.Image{Width: 1920, Height: 1080}
+	fmt.Println(tokenkit.ImageTokens("claude-opus-5-5", shot))  // 2694
+	fmt.Println(tokenkit.ImageTokens("claude-haiku-4-5", shot)) // 1564
+	shot.Detail = "low"
+	fmt.Println(tokenkit.ImageTokens("gpt-5.6-sol", shot)) // 173
+}
+```
+
+## 模型分组
+
+`ModelFamily` 按模型名分组，不区分大小写，允许带厂商前缀和日期后缀，例如 `us.anthropic.claude-opus-4-7-v1:0`、`claude-sonnet-4-5-20250929`。
+
+| 分组 | 匹配 | 文本 |
+|---|---|---|
+| `FamilyOpenAI` | 名称含 `gpt-`、`o1`、`o3`、`o4`、`chatgpt` | `Count` 精确，`Estimate` 估算 |
+| `FamilyClaude` | Claude 4.7 之前，例如 Haiku 4.5、Sonnet 4.6 | 估算 |
+| `FamilyClaude47` | Claude 4.7 及以后，以及读不出版本号的名称，例如 Opus 4.7、Sonnet 5、Fable、Mythos | 估算 |
+| `FamilyGemini` | 名称含 `gemini` | 估算 |
+| `FamilyUnknown` | 其他模型 | 估算，权重未校准 |
+
+Claude 4.7 及以后的 tokenizer 对同样的文本多出约 30% 的 token，所以两组 Claude 用不同的权重。
+
+## 图片
+
+`ImageTokens(model, Image)` 返回一张图片占用的 prompt token。`Image.Width` 和 `Image.Height` 是像素尺寸，为 0 时按 1024×1024 计算。`ImageNeedsSize` 判断某个模型和 detail 设置下是否需要尺寸；返回 false 时可以不读取图片。
+
+| 模型 | 计算方式 |
+|---|---|
+| gpt-5.2 及以后、gpt-6 | 32px patch × 1.2，按模型和 detail 缩放；不传 detail 时 gpt-5.5 及以后按 `original` 计算 |
+| gpt-5、gpt-5.1、gpt-4o、gpt-4.1、o1、o3 | 512px tile，加 base tokens |
+| Claude 4.7 之前 | ⌈宽/28⌉ × ⌈高/28⌉，最长边 1568，最多 1568 个 patch，另加 4 |
+| Claude 4.7 及以后 | 同上，最长边 2576，最多 4784 个 patch，另加 3 |
+| Gemini 3 | 与尺寸无关，按 media resolution：280 / 560 / 1120 / 2240，默认 1120 |
+| Gemini 2.x | 两边都不超过 384 时 258；更大的图切成方块，每块 258，最多 12 块，另加 1 块缩略图 |
+| 其他模型 | 每张 520 |
+
+`Image.Detail` 填 OpenAI 的 detail（`low`、`high`、`auto`、`original`），或 Gemini 的 media resolution（`MEDIA_RESOLUTION_LOW` 等）。两类值只在对应的模型上生效，例如 Gemini 会忽略 `low`。
+
+注意事项：
+
+- 有两处按上游实际计费，而不是按官方文档。gpt-5.5 和 gpt-5.6 的 `high` 先缩到 2048×2048 以内，最短边再缩到 768，文档写的是 2500 patch 预算。gpt-6 的 `high` 先缩到 2048×2048 以内，再按 2500 patch 预算缩放，文档没有写 2048 这一步。
+- Gemini 3 用的是文档值。实测按图片宽高比低 2% 到 9%。
+- Gemini 2.x 的 4K 图会多算：3840×2160 实际 2322，这里给 3354。
+- 图片尺寸来自请求方，可能被伪造。超过 65535 像素的边会先缩小，单张最多按 30000 个 patch 计算，结果始终有上限。
+
+## 开发
+
+TokenKit 必须始终保持独立可构建，不依赖 new-api 主模块或 RelayKit。修改模块后，在 `tokenkit` 目录运行：
+
+```bash
+GOWORK=off go test ./...
+GOWORK=off go build ./...
+```
+
+`image_test.go` 里的期望值是上游实测值。改动图片规则时，用同样的方法重新测量：同一个请求带图和不带图各发一次，两次 input token 的差就是这张图的消耗。
+
+## 版本与兼容性
+
+TokenKit 当前使用 `v0.x` 版本，公开 API 可能在小版本中调整。估算权重和图片规则会随上游模型更新重新校准，同样的输入在不同版本之间可能得到不同的结果。
+
+## 许可证
+
+TokenKit 是 new-api 项目的一部分，遵循项目根目录中的 [GNU Affero General Public License v3.0](../LICENSE)。
diff --git a/tokenkit/go.mod b/tokenkit/go.mod
new file mode 100644
index 0000000..3ee5ab7
--- /dev/null
+++ b/tokenkit/go.mod
@@ -0,0 +1,15 @@
+module github.com/QuantumNous/new-api/tokenkit
+
+go 1.26
+
+require (
+	github.com/stretchr/testify v1.11.1
+	github.com/tiktoken-go/tokenizer v0.8.1
+)
+
+require (
+	github.com/davecgh/go-spew v1.1.1 // indirect
+	github.com/dlclark/regexp2/v2 v2.5.1 // indirect
+	github.com/pmezard/go-difflib v1.0.0 // indirect
+	gopkg.in/yaml.v3 v3.0.1 // indirect
+)
diff --git a/tokenkit/go.sum b/tokenkit/go.sum
new file mode 100644
index 0000000..289a69f
--- /dev/null
+++ b/tokenkit/go.sum
@@ -0,0 +1,14 @@
+github.com/davecgh/go-spew v1.1.1 h1:vj9j/u1bqnvCEfJOwUhtlOARqs3+rkHYY13jYWTU97c=
+github.com/davecgh/go-spew v1.1.1/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
+github.com/dlclark/regexp2/v2 v2.5.1 h1:E5Ug7Dh264W1ymdySmiHNcDG7fmsR307APCE5R07a20=
+github.com/dlclark/regexp2/v2 v2.5.1/go.mod h1:avUrQvPaLz2DrFNHJF0taWAFFX2C1GMSSoeiqFjcBmU=
+github.com/pmezard/go-difflib v1.0.0 h1:4DBwDE0NGyQoBHbLQYPwSUPoCMWR5BEzIk/f1lZbAQM=
+github.com/pmezard/go-difflib v1.0.0/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4=
+github.com/stretchr/testify v1.11.1 h1:7s2iGBzp5EwR7/aIZr8ao5+dra3wiQyKjjFuvgVKu7U=
+github.com/stretchr/testify v1.11.1/go.mod h1:wZwfW3scLgRK+23gO65QZefKpKQRnfz6sD981Nm4B6U=
+github.com/tiktoken-go/tokenizer v0.8.1 h1:4obDoB6/dhdBt9xMweX4nww5cjdOq/nYF4ecwPq2+mg=
+github.com/tiktoken-go/tokenizer v0.8.1/go.mod h1:eLA0t6nGvn9mDc7gt90qt7pMat+gE9ViqwQ6l9B+tA4=
+gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405 h1:yhCVgyC4o1eVCa2tZl7eS0r+SDo693bJlVdllGtEeKM=
+gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
+gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA=
+gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
diff --git a/tokenkit/image.go b/tokenkit/image.go
new file mode 100644
index 0000000..e895413
--- /dev/null
+++ b/tokenkit/image.go
@@ -0,0 +1,290 @@
+package tokenkit
+
+import (
+	"math"
+	"strings"
+)
+
+// Image describes one input image.
+type Image struct {
+	// Width and Height are the pixel dimensions. Zero or negative means
+	// unknown; where size matters, a 1024×1024 image is assumed.
+	Width, Height int
+	// Detail is the OpenAI detail level (low, high, auto, original) or the
+	// Gemini media resolution (MEDIA_RESOLUTION_LOW, _MEDIUM, _HIGH,
+	// _ULTRA_HIGH). Empty means the provider default. Each family ignores
+	// values meant for the other.
+	Detail string
+}
+
+const (
+	unknownImageSide = 1024
+	// Larger sides are scaled down first; OpenAI does the same for original
+	// detail and every other provider rejects such images.
+	maxImageSide = 65535
+	// OpenAI rejects images that need more patches, so no estimate exceeds it.
+	maxImagePatches = 30000
+	// Earlier flat estimate, kept for models whose sizing rules are unknown.
+	unknownFamilyImageTokens = 520
+)
+
+// ImageTokens returns the prompt tokens one image costs on model.
+func ImageTokens(model string, img Image) int {
+	w, h := img.Width, img.Height
+	if w <= 0 || h <= 0 {
+		w, h = unknownImageSide, unknownImageSide
+	}
+	if w > maxImageSide || h > maxImageSide {
+		w, h = fitWithin(w, h, maxImageSide)
+	}
+
+	switch ModelFamily(model) {
+	case FamilyOpenAI:
+		return openAIImageRuleFor(model, img.Detail).tokens(w, h)
+	case FamilyClaude:
+		// Standard tier; each image adds 4 tokens of framing (measured).
+		w, h = claudeResizedSize(w, h, 1568, 1568)
+		return ceilDiv(w, 28)*ceilDiv(h, 28) + 4
+	case FamilyClaude47:
+		// High-resolution tier; each image adds 3 tokens of framing (measured).
+		w, h = claudeResizedSize(w, h, 2576, 4784)
+		return ceilDiv(w, 28)*ceilDiv(h, 28) + 3
+	case FamilyGemini:
+		if geminiUsesMediaResolution(model) {
+			return geminiMediaResolutionTokens(img.Detail)
+		}
+		return geminiTileImageTokens(w, h)
+	default:
+		return unknownFamilyImageTokens
+	}
+}
+
+// ImageNeedsSize reports whether ImageTokens depends on the image dimensions
+// for model and detail. When it returns false, callers can skip reading the
+// image.
+func ImageNeedsSize(model, detail string) bool {
+	switch ModelFamily(model) {
+	case FamilyOpenAI:
+		rule := openAIImageRuleFor(model, detail)
+		return rule.tileTokens == 0 || !rule.lowDetail
+	case FamilyClaude, FamilyClaude47:
+		return true
+	case FamilyGemini:
+		return !geminiUsesMediaResolution(model)
+	default:
+		return false
+	}
+}
+
+// openAIImageRule is the sizing rule for one OpenAI model and detail level,
+// from https://developers.openai.com/api/docs/guides/images-vision and
+// measured upstream usage.
+type openAIImageRule struct {
+	// Tile-based models cost baseTokens plus tileTokens per 512px tile.
+	baseTokens, tileTokens int
+	lowDetail              bool
+
+	// Patch-based models cost 32px patches times multiplier. The multiplier
+	// is a float32 because upstream bills that way: 1225 patches × 1.2 bills
+	// 1471, not 1470.
+	multiplier float32
+	maxSide    int // fit within maxSide × maxSide
+	shortSide  int // scale the shortest side down to shortSide
+	budget     int // resizing patch budget
+}
+
+func openAIImageRuleFor(model, detail string) openAIImageRule {
+	model = strings.ToLower(model)
+	detail = strings.ToLower(detail)
+	switch detail {
+	case "low", "high", "original":
+	default:
+		detail = "auto"
+	}
+	major, minor, isGPT := modelVersion(model, "gpt-")
+
+	switch {
+	case isGPT && major >= 6:
+		// gpt-6-astra: auto means original. Upstream fits high within 2048
+		// before the 2,500-patch budget; the documentation omits the 2048 limit.
+		switch detail {
+		case "low":
+			return openAIImageRule{multiplier: 1.2, maxSide: 512}
+		case "high":
+			return openAIImageRule{multiplier: 1.2, maxSide: 2048, budget: 2500}
+		default:
+			return openAIImageRule{multiplier: 1.2}
+		}
+	case isGPT && major == 5 && minor >= 5:
+		// gpt-5.5 and gpt-5.6: auto means original. Upstream bills high as
+		// fit 2048 then shortest side 768, not the documented 2,500-patch budget.
+		switch detail {
+		case "low":
+			return openAIImageRule{multiplier: 1.2, maxSide: 512}
+		case "high":
+			return openAIImageRule{multiplier: 1.2, maxSide: 2048, shortSide: 768}
+		}
+		if minor == 5 {
+			return openAIImageRule{multiplier: 1.2, maxSide: 6000, budget: 10000}
+		}
+		return openAIImageRule{multiplier: 1.2}
+	case isGPT && major == 5 && minor == 4:
+		// gpt-5.4: auto means high.
+		switch detail {
+		case "low":
+			return openAIImageRule{multiplier: 1.2, maxSide: 2048, budget: 6144}
+		case "original":
+			return openAIImageRule{multiplier: 1.2, maxSide: 6000, budget: 10000}
+		default:
+			return openAIImageRule{multiplier: 1.2, maxSide: 2048, budget: 2500}
+		}
+	case isGPT && major == 5 && minor >= 2:
+		return openAIImageRule{multiplier: 1.2, maxSide: 2048, budget: 6144}
+	case isGPT && major == 5 && minor == 0 && strings.Contains(model, "nano"):
+		return openAIImageRule{multiplier: 1.5, budget: 1536}
+	case isGPT && major == 5 && minor == 0 && strings.Contains(model, "mini"):
+		return openAIImageRule{multiplier: 1.2, budget: 1536}
+	case isGPT && major == 5:
+		return openAIImageRule{baseTokens: 70, tileTokens: 140, lowDetail: detail == "low"}
+	case isGPT && major == 4 && minor == 1 && strings.Contains(model, "mini"):
+		return openAIImageRule{multiplier: 1.62, maxSide: 2048, budget: 6144}
+	case isGPT && major == 4 && minor == 1 && strings.Contains(model, "nano"):
+		return openAIImageRule{multiplier: 2.46, budget: 1536}
+	case strings.Contains(model, "4o-mini"):
+		return openAIImageRule{baseTokens: 2833, tileTokens: 5667, lowDetail: detail == "low"}
+	case strings.Contains(model, "o4-mini"):
+		return openAIImageRule{multiplier: 1.72, budget: 1536}
+	case !isGPT && (strings.Contains(model, "o1") || strings.Contains(model, "o3")):
+		return openAIImageRule{baseTokens: 75, tileTokens: 150, lowDetail: detail == "low"}
+	default:
+		// gpt-4o, gpt-4.1, gpt-4.5, and older vision models.
+		return openAIImageRule{baseTokens: 85, tileTokens: 170, lowDetail: detail == "low"}
+	}
+}
+
+func (r openAIImageRule) tokens(w, h int) int {
+	if r.tileTokens > 0 {
+		if r.lowDetail {
+			return r.baseTokens
+		}
+		w, h = fitWithin(w, h, 2048)
+		w, h = shrinkShortSide(w, h, 768)
+		return r.baseTokens + r.tileTokens*ceilDiv(w, 512)*ceilDiv(h, 512)
+	}
+
+	if r.maxSide > 0 {
+		w, h = fitWithin(w, h, r.maxSide)
+	}
+	patches := ceilDiv(w, 32) * ceilDiv(h, 32)
+	if short, long := min(w, h), max(w, h); r.shortSide > 0 && short > r.shortSide {
+		// Upstream keeps the long side unrounded here: 3000x2000 fits to
+		// 2048x1365, and 2048 x 768/1365 = 1152.3 needs 37 patch columns.
+		patches = ceilDiv(r.shortSide, 32) * ceilDiv(long*r.shortSide, short*32)
+	}
+	if r.budget > 0 && patches > r.budget {
+		shrink := math.Sqrt(float64(32*32*r.budget) / (float64(w) * float64(h)))
+		scaledW, scaledH := float64(w)*shrink/32, float64(h)*shrink/32
+		shrink *= min(math.Floor(scaledW)/scaledW, math.Floor(scaledH)/scaledH)
+		w, h = max(int(float64(w)*shrink), 1), max(int(float64(h)*shrink), 1)
+		patches = ceilDiv(w, 32) * ceilDiv(h, 32)
+	}
+	patches = min(patches, maxImagePatches)
+	return int(math.Ceil(float64(patches) * float64(r.multiplier)))
+}
+
+// claudeResizedSize is the size Claude scales an image to: the largest
+// aspect-preserving size whose padded sides fit maxEdge and whose 28px patches
+// fit maxTokens. Reference implementation:
+// https://platform.claude.com/docs/en/build-with-claude/vision-coordinates
+func claudeResizedSize(width, height, maxEdge, maxTokens int) (int, int) {
+	if claudeImageFits(width, height, maxEdge, maxTokens) {
+		return width, height
+	}
+	if height > width {
+		resizedH, resizedW := claudeResizedSize(height, width, maxEdge, maxTokens)
+		return resizedW, resizedH
+	}
+	aspectRatio := float64(width) / float64(height)
+	lo, hi := 1, width // lo always fits; hi never fits
+	for lo+1 < hi {
+		mid := (lo + hi) / 2
+		if claudeImageFits(mid, max(int(math.RoundToEven(float64(mid)/aspectRatio)), 1), maxEdge, maxTokens) {
+			lo = mid
+		} else {
+			hi = mid
+		}
+	}
+	return lo, max(int(math.RoundToEven(float64(lo)/aspectRatio)), 1)
+}
+
+func claudeImageFits(w, h, maxEdge, maxTokens int) bool {
+	return ceilDiv(w, 28)*28 <= maxEdge && ceilDiv(h, 28)*28 <= maxEdge && ceilDiv(w, 28)*ceilDiv(h, 28) <= maxTokens
+}
+
+// geminiUsesMediaResolution reports whether a lower-cased Gemini model bills
+// images by media resolution regardless of size (Gemini 3 and later, and names
+// without a version).
+func geminiUsesMediaResolution(model string) bool {
+	major, _, ok := modelVersion(strings.ToLower(model), "gemini-")
+	return !ok || major >= 3
+}
+
+// geminiMediaResolutionTokens returns the documented per-image cost for a
+// Gemini media resolution. Measured costs run 2-9% lower depending on aspect.
+func geminiMediaResolutionTokens(detail string) int {
+	level, ok := strings.CutPrefix(strings.ToLower(detail), "media_resolution_")
+	if !ok {
+		return 1120
+	}
+	switch level {
+	case "low":
+		return 280
+	case "medium":
+		return 560
+	case "ultra_high":
+		return 2240
+	default:
+		return 1120
+	}
+}
+
+// geminiTileImageTokens follows the Gemini 2.x rule measured on gemini-2.5-flash:
+// images up to 384px on both sides cost one 258-token tile; larger images are
+// cut into square tiles of a third less than the shortest side (256 to 768px),
+// at most 12, plus one thumbnail tile. 4K images bill below this cap.
+func geminiTileImageTokens(w, h int) int {
+	if w <= 384 && h <= 384 {
+		return 258
+	}
+	tile := min(max(min(w, h)*2/3, 256), 768)
+	tiles := min(ceilDiv(w, tile)*ceilDiv(h, tile), 12)
+	return (tiles + 1) * 258
+}
+
+// fitWithin scales an image down so neither side exceeds limit, rounding the
+// shorter side down. Smaller images are not enlarged.
+func fitWithin(w, h, limit int) (int, int) {
+	if w <= limit && h <= limit {
+		return w, h
+	}
+	if w >= h {
+		return limit, max(int(int64(h)*int64(limit)/int64(w)), 1)
+	}
+	return max(int(int64(w)*int64(limit)/int64(h)), 1), limit
+}
+
+// shrinkShortSide scales an image down so its shortest side is at most limit,
+// rounding the other side down.
+func shrinkShortSide(w, h, limit int) (int, int) {
+	if min(w, h) <= limit {
+		return w, h
+	}
+	if w <= h {
+		return limit, max(int(int64(h)*int64(limit)/int64(w)), 1)
+	}
+	return max(int(int64(w)*int64(limit)/int64(h)), 1), limit
+}
+
+func ceilDiv(a, b int) int {
+	return (a + b - 1) / b
+}
diff --git a/tokenkit/image_test.go b/tokenkit/image_test.go
new file mode 100644
index 0000000..85b2eb9
--- /dev/null
+++ b/tokenkit/image_test.go
@@ -0,0 +1,124 @@
+package tokenkit
+
+import (
+	"testing"
+
+	"github.com/stretchr/testify/assert"
+)
+
+// Unless marked otherwise, want is the per-image prompt-token cost measured
+// through upstream usage (request with the image minus the same request
+// without it) on 2026-10-07.
+func TestImageTokensMatchUpstreamUsage(t *testing.T) {
+	for _, tc := range []struct {
+		model  string
+		w, h   int
+		detail string
+		want   int
+	}{
+		// gpt-5.6: auto means original; high scales the shortest side to 768.
+		{"gpt-5.6-luna", 200, 200, "", 59},
+		{"gpt-5.6-luna", 1000, 1000, "", 1229},
+		{"gpt-5.6-luna", 1000, 1000, "auto", 1229},
+		{"gpt-5.6-luna", 1000, 1000, "original", 1229},
+		{"gpt-5.6-luna", 1000, 1000, "high", 692},
+		{"gpt-5.6-luna", 1000, 1000, "low", 308},
+		{"gpt-5.6-luna", 200, 200, "high", 59},
+		{"gpt-5.6-luna", 2048, 2048, "", 4916},
+		{"gpt-5.6-luna", 2048, 2048, "high", 692},
+		{"gpt-5.6-luna", 3840, 2160, "", 9793},
+		{"gpt-5.6-luna", 3840, 2160, "high", 1239},
+		{"gpt-5.6-luna", 3840, 2160, "low", 173},
+		{"gpt-5.6-luna", 600, 3000, "", 2144},
+		{"gpt-5.6-luna", 600, 3000, "high", 999},
+		{"gpt-5.6-luna", 600, 3000, "low", 77},
+		{"gpt-5.6-luna", 8000, 500, "", 4801},
+		{"gpt-5.6-luna", 8000, 500, "high", 308},
+		{"gpt-5.6-luna", 8000, 500, "low", 20},
+		{"gpt-5.6-luna", 3000, 2000, "high", 1066},
+		{"gpt-5.6-luna", 1170, 2532, "high", 1498},
+		{"gpt-5.6-luna", 1600, 1200, "high", 922},
+		// gpt-5.5 original is limited to 6000px and 10,000 patches.
+		{"gpt-5.5", 8000, 500, "", 2708},
+		{"gpt-5.5", 3840, 2160, "", 9793},
+		{"gpt-5.5", 2048, 2048, "high", 692},
+		// gpt-6-astra high fits within 2048, then applies a 2,500-patch budget.
+		{"gpt-6-astra", 1024, 1024, "high", 1229},
+		{"gpt-6-astra", 2048, 2048, "high", 3001},
+		{"gpt-6-astra", 3840, 2160, "high", 2765},
+		{"gpt-6-astra", 1170, 2532, "high", 2305},
+		{"gpt-6-astra", 3000, 2000, "high", 2881},
+		{"gpt-6-astra", 2048, 2048, "", 4916},
+		{"gpt-6-astra", 3840, 2160, "", 9793},
+		{"gpt-6-astra", 600, 3000, "", 2144},
+		{"gpt-6-astra", 3840, 2160, "low", 173},
+		// Tile-based models follow the documented formula.
+		{"gpt-4o", 1000, 1000, "", 85 + 170*4},
+		{"gpt-4o", 1000, 1000, "low", 85},
+		{"gpt-5.1", 200, 200, "high", 70 + 140},
+		// Claude: ceil(w/28) x ceil(h/28) after the tier resize, plus framing.
+		{"claude-haiku-4-5", 200, 200, "", 68},
+		{"claude-haiku-4-5", 1000, 1000, "", 1300},
+		{"claude-haiku-4-5", 1092, 1092, "", 1525},
+		{"claude-haiku-4-5", 1920, 1080, "", 1564},
+		{"claude-haiku-4-5", 1075, 1520, "", 1555},
+		{"claude-haiku-4-5", 2000, 1500, "", 1568},
+		{"claude-haiku-4-5", 3840, 2160, "", 1564},
+		{"claude-haiku-4-5", 4096, 512, "", 396},
+		{"claude-sonnet-5", 200, 200, "", 67},
+		{"claude-sonnet-5", 1000, 1000, "", 1299},
+		{"claude-sonnet-5", 1092, 1092, "", 1524},
+		{"claude-sonnet-5", 1920, 1080, "", 2694},
+		{"claude-sonnet-5", 1075, 1520, "", 2148},
+		{"claude-sonnet-5", 2000, 1500, "", 3891},
+		{"claude-sonnet-5", 3840, 2160, "", 4787},
+		{"claude-sonnet-5", 4096, 512, "", 1107},
+		// Gemini 2.x tiles.
+		{"gemini-2.5-flash", 384, 384, "", 258},
+		{"gemini-2.5-flash", 385, 385, "", 1290},
+		{"gemini-2.5-flash", 769, 769, "", 1290},
+		{"gemini-2.5-flash", 1536, 768, "", 1806},
+		{"gemini-2.5-flash", 1537, 768, "", 2322},
+		{"gemini-2.5-flash", 1920, 1080, "", 1806},
+		{"gemini-2.5-flash", 2000, 2000, "", 2580},
+		{"gemini-2.5-flash", 2304, 768, "", 2838},
+		{"gemini-2.5-flash", 3000, 1000, "", 2838},
+		{"gemini-2.5-flash", 2500, 2500, "", 3354},
+		{"gemini-2.5-flash", 4000, 3000, "", 3354},
+		// Gemini 3 bills by media resolution (documented values; measured 2-9% lower).
+		// An OpenAI detail level is not a Gemini media resolution.
+		{"gemini-3.7-flash", 1000, 1000, "", 1120},
+		{"gemini-3.7-flash", 1000, 1000, "MEDIA_RESOLUTION_LOW", 280},
+		{"gemini-3.7-flash", 1000, 1000, "media_resolution_medium", 560},
+		{"gemini-3.7-flash", 3840, 2160, "MEDIA_RESOLUTION_ULTRA_HIGH", 2240},
+		{"gemini-3.7-flash", 1000, 1000, "low", 1120},
+		// Unknown sizes assume 1024x1024.
+		{"gpt-5.6-sol", 0, 0, "", 1229},
+		{"claude-opus-4-7", 0, 0, "", 37*37 + 3},
+		{"gemini-2.5-flash", -1, 0, "", 1290},
+		{"deepseek-v4", 1000, 1000, "", 520},
+	} {
+		got := ImageTokens(tc.model, Image{Width: tc.w, Height: tc.h, Detail: tc.detail})
+		assert.Equal(t, tc.want, got, "%s %dx%d detail=%q", tc.model, tc.w, tc.h, tc.detail)
+	}
+}
+
+// Image dimensions come from client-supplied headers; the cost stays bounded.
+func TestImageTokensBoundForgedSizes(t *testing.T) {
+	const huge = 1 << 30
+	assert.Equal(t, 36001, ImageTokens("gpt-5.6-sol", Image{Width: huge, Height: huge}))
+	// The largest square within the visual-token budget: 39x39 and 69x69 patches.
+	assert.Equal(t, 39*39+4, ImageTokens("claude-sonnet-4-6", Image{Width: huge, Height: huge}))
+	assert.Equal(t, 69*69+3, ImageTokens("claude-opus-5-5", Image{Width: huge, Height: huge}))
+	assert.Equal(t, 13*258, ImageTokens("gemini-2.5-pro", Image{Width: huge, Height: huge}))
+}
+
+func TestImageNeedsSize(t *testing.T) {
+	assert.True(t, ImageNeedsSize("gpt-5.6-sol", "low"))
+	assert.True(t, ImageNeedsSize("gpt-4o", "high"))
+	assert.False(t, ImageNeedsSize("gpt-4o", "low"))
+	assert.True(t, ImageNeedsSize("claude-haiku-4-5", ""))
+	assert.True(t, ImageNeedsSize("gemini-2.5-flash", ""))
+	assert.False(t, ImageNeedsSize("gemini-3.7-flash", ""))
+	assert.False(t, ImageNeedsSize("deepseek-v4", ""))
+}
diff --git a/tokenkit/tokenizer.go b/tokenkit/tokenizer.go
new file mode 100644
index 0000000..adb1fee
--- /dev/null
+++ b/tokenkit/tokenizer.go
@@ -0,0 +1,102 @@
+package tokenkit
+
+import (
+	"strings"
+	"sync"
+	"unicode"
+	"unicode/utf8"
+
+	"github.com/tiktoken-go/tokenizer"
+	"github.com/tiktoken-go/tokenizer/codec"
+)
+
+var (
+	o200kBase  = sync.OnceValue(func() tokenizer.Codec { return codec.NewO200kBase() })
+	cl100kBase = sync.OnceValue(func() tokenizer.Codec { return codec.NewCl100kBase() })
+)
+
+// maxRunBytes bounds a run of letters, whitespace, or symbols passed to the
+// encoder in one piece. BPE cost grows with the square of a pre-tokenized
+// piece: 100,000 Chinese characters without punctuation take about 20 s in one
+// piece. Cutting longer runs keeps counting linear; ordinary text has no such
+// runs, and a cut changes the count only inside the run (under 0.5% for CJK).
+const maxRunBytes = 1024
+
+// Count returns the token count of text for model. GPT and o-series models
+// are counted with their tiktoken encoding; other models use Estimate.
+func Count(model, text string) int {
+	if text == "" {
+		return 0
+	}
+	model = strings.ToLower(model)
+	if ModelFamily(model) != FamilyOpenAI {
+		return Estimate(model, text)
+	}
+	encoder := o200kBase()
+	if usesCl100k(model) {
+		encoder = cl100kBase()
+	}
+
+	total, start := 0, 0
+	runClass, runStart := runNone, 0
+	for i, r := range text {
+		class := runClassOf(r)
+		if class != runClass {
+			runClass, runStart = class, i
+			continue
+		}
+		if class != runNumber && i-runStart >= maxRunBytes {
+			n, _ := encoder.Count(text[start:i])
+			total += n
+			start, runStart = i, i
+		}
+	}
+	n, _ := encoder.Count(text[start:])
+	return total + n
+}
+
+type runClass int
+
+const (
+	runNone runClass = iota
+	runLetter
+	runNumber
+	runSpace
+	runSymbol
+)
+
+// runClassOf groups runes the way tiktoken's pre-tokenizer joins them into
+// pieces. Digits are split into groups of three by the encoder itself.
+func runClassOf(r rune) runClass {
+	if r < utf8.RuneSelf {
+		switch {
+		case 'a' <= r && r <= 'z' || 'A' <= r && r <= 'Z':
+			return runLetter
+		case '0' <= r && r <= '9':
+			return runNumber
+		case r == ' ' || '\t' <= r && r <= '\r':
+			return runSpace
+		default:
+			return runSymbol
+		}
+	}
+	switch {
+	case unicode.IsLetter(r) || unicode.IsMark(r):
+		return runLetter
+	case unicode.IsNumber(r):
+		return runNumber
+	case unicode.IsSpace(r):
+		return runSpace
+	default:
+		return runSymbol
+	}
+}
+
+// usesCl100k reports whether an OpenAI model predates o200k_base: GPT-4 (but
+// not GPT-4o, GPT-4.1, or GPT-4.5) and GPT-3.5. Every later model, including
+// GPT-5, GPT-6, and the o-series, uses o200k_base.
+func usesCl100k(model string) bool {
+	model = strings.TrimPrefix(model, "ft:")
+	return model == "gpt-4" || strings.HasPrefix(model, "gpt-4-") ||
+		strings.HasPrefix(model, "gpt-3.5") || strings.HasPrefix(model, "gpt-35")
+}
diff --git a/tokenkit/tokenkit.go b/tokenkit/tokenkit.go
new file mode 100644
index 0000000..8544090
--- /dev/null
+++ b/tokenkit/tokenkit.go
@@ -0,0 +1,245 @@
+// Package tokenkit estimates LLM token counts for text and images without
+// calling an upstream API.
+//
+// Text is counted exactly with tiktoken for OpenAI GPT and o-series models and
+// estimated with per-tokenizer weights for Claude, Gemini, and other models.
+// Image costs follow each provider's published sizing rules. The weights were
+// calibrated against upstream usage on real agent traffic (Claude Code and
+// Codex sessions).
+package tokenkit
+
+import (
+	"math"
+	"strconv"
+	"strings"
+	"unicode"
+)
+
+// Family is a tokenizer family. Models in one family tokenize text alike.
+type Family string
+
+const (
+	FamilyOpenAI   Family = "openai"    // GPT and o-series models
+	FamilyClaude   Family = "claude"    // Claude models before Claude Opus 4.7
+	FamilyClaude47 Family = "claude4.7" // Claude Opus 4.7 and later, including Claude 5, Fable, and Mythos
+	FamilyGemini   Family = "gemini"    // Gemini models
+	FamilyUnknown  Family = "unknown"   // everything else
+)
+
+// ModelFamily classifies a model name, case-insensitively. Vendor prefixes and
+// date suffixes are allowed (for example us.anthropic.claude-opus-4-7-v1:0).
+func ModelFamily(model string) Family {
+	model = strings.ToLower(model)
+	switch {
+	case strings.Contains(model, "gemini"):
+		return FamilyGemini
+	case strings.Contains(model, "claude"):
+		if claudeUsesOpus47Tokenizer(model) {
+			return FamilyClaude47
+		}
+		return FamilyClaude
+	case isOpenAITextModel(model):
+		return FamilyOpenAI
+	default:
+		return FamilyUnknown
+	}
+}
+
+func isOpenAITextModel(model string) bool {
+	for _, marker := range []string{"gpt-", "o1", "o3", "o4", "chatgpt"} {
+		if strings.Contains(model, marker) {
+			return true
+		}
+	}
+	return false
+}
+
+// claudeUsesOpus47Tokenizer reports whether a lower-cased Claude model name uses
+// the tokenizer and high-resolution image tier introduced with Claude Opus 4.7.
+// Claude 4.7 and later use them; names without a version are treated as new.
+func claudeUsesOpus47Tokenizer(model string) bool {
+	major, minor, ok := modelVersion(model, "claude-")
+	if !ok {
+		return true
+	}
+	return major > 4 || (major == 4 && minor >= 7)
+}
+
+// modelVersion reads the first one- or two-digit version numbers after prefix,
+// skipping family names (claude-opus-4-7, claude-3-5-sonnet, gemini-3.7-flash).
+// A date such as 20250929 ends the version. ok is false when no version is found.
+func modelVersion(model, prefix string) (major, minor int, ok bool) {
+	_, name, found := strings.Cut(model, prefix)
+	if !found {
+		return 0, 0, false
+	}
+	version := make([]int, 0, 2)
+	for part := range strings.FieldsFuncSeq(name, func(r rune) bool { return r == '-' || r == '.' }) {
+		digits := len(part) - len(strings.TrimLeft(part, "0123456789"))
+		if digits == 0 || digits > 2 {
+			if len(version) > 0 {
+				break
+			}
+			continue
+		}
+		n, _ := strconv.Atoi(part[:digits])
+		version = append(version, n)
+		if len(version) == 2 || digits < len(part) {
+			break
+		}
+	}
+	switch len(version) {
+	case 0:
+		return 0, 0, false
+	case 1:
+		return version[0], 0, true
+	default:
+		return version[0], version[1], true
+	}
+}
+
+// weights are the estimated tokens per text feature.
+type weights struct {
+	Word       float64 // Latin word (each run of letters)
+	Number     float64 // each run of digits
+	CJK        float64 // each Chinese, Japanese, or Korean character
+	Symbol     float64 // each ordinary punctuation mark
+	MathSymbol float64 // each math symbol (∑, ∫, ∂, √, ...)
+	URLDelim   float64 // each URL delimiter (/ : ? & = ; # %)
+	AtSign     float64 // each @, which splits words
+	Emoji      float64 // each emoji
+	Newline    float64 // each newline or tab
+	Space      float64 // each other whitespace character
+}
+
+// Word, Number, CJK, Symbol, URLDelim, Newline, and Space are calibrated
+// against upstream counts on agent traffic. MathSymbol, AtSign, and Emoji make
+// up under 0.3% of that traffic and keep their earlier values. FamilyUnknown
+// keeps the earlier OpenAI weights; no other vendor was calibrated.
+var familyWeights = map[Family]weights{
+	FamilyGemini: {
+		Word: 0.89, Number: 2.42, CJK: 0.93, Symbol: 0.65, MathSymbol: 1.05, URLDelim: 1.3, AtSign: 2.5, Emoji: 1.08, Newline: 1.28, Space: 0,
+	},
+	FamilyClaude: {
+		Word: 1.24, Number: 1.53, CJK: 1.38, Symbol: 0.66, MathSymbol: 4.52, URLDelim: 0.74, AtSign: 2.82, Emoji: 2.6, Newline: 1.19, Space: 0.14,
+	},
+	FamilyClaude47: {
+		Word: 1.52, Number: 1.77, CJK: 1.4, Symbol: 0.89, MathSymbol: 4.52, URLDelim: 1.45, AtSign: 2.82, Emoji: 2.6, Newline: 1.38, Space: 0.21,
+	},
+	FamilyOpenAI: {
+		Word: 0.75, Number: 1.86, CJK: 0.96, Symbol: 0.6, MathSymbol: 2.68, URLDelim: 0.77, AtSign: 2.0, Emoji: 2.12, Newline: 0.95, Space: 0.17,
+	},
+	FamilyUnknown: {
+		Word: 1.02, Number: 1.55, CJK: 0.85, Symbol: 0.4, MathSymbol: 2.68, URLDelim: 1.0, AtSign: 2.0, Emoji: 2.12, Newline: 0.5, Space: 0.42,
+	},
+}
+
+// Estimate returns the estimated token count of text for model, using the
+// weights of the model's family. It never runs a tokenizer; use Count for an
+// exact count where one is available.
+func Estimate(model, text string) int {
+	if text == "" {
+		return 0
+	}
+	return EstimateFamily(ModelFamily(model), text)
+}
+
+// EstimateFamily returns the estimated token count of text for a tokenizer
+// family. Unrecognized families use the FamilyUnknown weights.
+func EstimateFamily(family Family, text string) int {
+	w, ok := familyWeights[family]
+	if !ok {
+		w = familyWeights[FamilyUnknown]
+	}
+	var count float64
+
+	type wordType int
+	const (
+		none wordType = iota
+		latin
+		number
+	)
+	current := none
+
+	for _, r := range text {
+		if unicode.IsSpace(r) {
+			current = none
+			if r == '\n' || r == '\t' {
+				count += w.Newline
+			} else {
+				count += w.Space
+			}
+			continue
+		}
+
+		if isCJK(r) {
+			current = none
+			count += w.CJK
+			continue
+		}
+
+		if isEmoji(r) {
+			current = none
+			count += w.Emoji
+			continue
+		}
+
+		// A run of letters or digits counts once; switching between letters
+		// and digits starts a new run.
+		if unicode.IsLetter(r) || unicode.IsNumber(r) {
+			next := latin
+			if unicode.IsNumber(r) {
+				next = number
+			}
+			if current != next {
+				if next == number {
+					count += w.Number
+				} else {
+					count += w.Word
+				}
+				current = next
+			}
+			continue
+		}
+
+		current = none
+		switch {
+		case isMathSymbol(r):
+			count += w.MathSymbol
+		case r == '@':
+			count += w.AtSign
+		case isURLDelim(r):
+			count += w.URLDelim
+		default:
+			count += w.Symbol
+		}
+	}
+
+	return int(math.Ceil(count))
+}
+
+func isCJK(r rune) bool {
+	return unicode.Is(unicode.Han, r) ||
+		(r >= 0x3040 && r <= 0x30FF) || // Japanese kana
+		(r >= 0xAC00 && r <= 0xD7A3) // Korean Hangul syllables
+}
+
+func isEmoji(r rune) bool {
+	return (r >= 0x1F300 && r <= 0x1F9FF) || // pictographs, emoticons, supplemental symbols
+		(r >= 0x2600 && r <= 0x26FF) || // miscellaneous symbols
+		(r >= 0x2700 && r <= 0x27BF) || // dingbats
+		(r >= 0x1FA00 && r <= 0x1FAFF) // symbols and pictographs extended-A
+}
+
+func isMathSymbol(r rune) bool {
+	if strings.ContainsRune("∑∫∂√∞≤≥≠≈±×÷∈∉∋∌⊂⊃⊆⊇∪∩∧∨¬∀∃∄∅∆∇∝∟∠∡∢°′″‴⁺⁻⁼⁽⁾ⁿ₀₁₂₃₄₅₆₇₈₉₊₋₌₍₎²³¹⁴⁵⁶⁷⁸⁹⁰", r) {
+		return true
+	}
+	return (r >= 0x2200 && r <= 0x22FF) || // mathematical operators
+		(r >= 0x2A00 && r <= 0x2AFF) || // supplemental mathematical operators
+		(r >= 0x1D400 && r <= 0x1D7FF) // mathematical alphanumeric symbols
+}
+
+func isURLDelim(r rune) bool {
+	return strings.ContainsRune("/:?&=;#%", r)
+}
diff --git a/tokenkit/tokenkit_test.go b/tokenkit/tokenkit_test.go
new file mode 100644
index 0000000..23eb9a9
--- /dev/null
+++ b/tokenkit/tokenkit_test.go
@@ -0,0 +1,83 @@
+package tokenkit
+
+import (
+	"math/rand"
+	"strings"
+	"testing"
+
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/require"
+	"github.com/tiktoken-go/tokenizer/codec"
+)
+
+func TestModelFamily(t *testing.T) {
+	for _, tc := range []struct {
+		model  string
+		family Family
+	}{
+		{"claude-3-5-sonnet-20240620", FamilyClaude},
+		{"claude-sonnet-4-20250514", FamilyClaude},
+		{"claude-sonnet-4-5-20250929", FamilyClaude},
+		{"claude-haiku-4-5", FamilyClaude},
+		{"claude-sonnet-4-6", FamilyClaude},
+		// Claude Opus 4.7 introduced the tokenizer every later Claude model uses.
+		{"claude-opus-4-7", FamilyClaude47},
+		{"claude-opus-4-7@20260416", FamilyClaude47},
+		{"us.anthropic.claude-opus-4-7-v1:0", FamilyClaude47},
+		{"claude-sonnet-5", FamilyClaude47},
+		{"claude-fable-5-1", FamilyClaude47},
+		{"Claude-Opus-5-5", FamilyClaude47},
+		{"claude-mythos-preview", FamilyClaude47},
+		{"gemini-3.7-flash", FamilyGemini},
+		{"gpt-5.6-sol", FamilyOpenAI},
+		{"gpt-6-astra", FamilyOpenAI},
+		{"o3-mini", FamilyOpenAI},
+		{"deepseek-v4", FamilyUnknown},
+	} {
+		assert.Equal(t, tc.family, ModelFamily(tc.model), tc.model)
+	}
+}
+
+func TestEstimateUsesFamilyWeights(t *testing.T) {
+	const text = "func main() {\n\tfmt.Println(\"统计 token\", 42)\n}\nSee https://example.com/a?b=1"
+	require.NotEqual(t, EstimateFamily(FamilyClaude, text), EstimateFamily(FamilyClaude47, text))
+
+	assert.Equal(t, EstimateFamily(FamilyClaude, text), Estimate("claude-haiku-4-5", text))
+	assert.Equal(t, EstimateFamily(FamilyClaude47, text), Estimate("claude-sonnet-5", text))
+	assert.Equal(t, EstimateFamily(FamilyUnknown, text), Estimate("deepseek-v4", text))
+	assert.Equal(t, EstimateFamily(FamilyUnknown, text), EstimateFamily("other", text))
+	assert.Zero(t, Estimate("claude-sonnet-5", ""))
+}
+
+func TestCountUsesTiktokenForOpenAIModels(t *testing.T) {
+	const text = "大语言模型按 token 计费；Large language models bill by token. 🙂"
+	o200k, _ := codec.NewO200kBase().Count(text)
+	cl100k, _ := codec.NewCl100kBase().Count(text)
+	require.NotEqual(t, o200k, cl100k)
+
+	assert.Equal(t, o200k, Count("gpt-5.6-sol", text))
+	assert.Equal(t, o200k, Count("gpt-6-astra", text))
+	assert.Equal(t, o200k, Count("gpt-4o-mini", text))
+	assert.Equal(t, cl100k, Count("gpt-4", text))
+	assert.Equal(t, cl100k, Count("gpt-3.5-turbo", text))
+	assert.Equal(t, Estimate("claude-sonnet-5", text), Count("claude-sonnet-5", text))
+}
+
+// Long runs without separators are cut before encoding so BPE stays linear;
+// ordinary text is counted exactly and cut runs stay within 0.5%.
+func TestCountCutsOnlyLongRuns(t *testing.T) {
+	encoder := codec.NewO200kBase()
+	ordinary := strings.Repeat("func main() {\n\tfmt.Println(\"统计 token，按模型计费。\", 42)\n}\n| a | b |\n|---|---|\n", 200)
+	want, _ := encoder.Count(ordinary)
+	assert.Equal(t, want, Count("gpt-5.6-sol", ordinary))
+
+	rng := rand.New(rand.NewSource(1))
+	var cjk strings.Builder
+	for range 5000 {
+		cjk.WriteRune(rune(0x4E00 + rng.Intn(0x9FA5-0x4E00)))
+	}
+	for _, text := range []string{cjk.String(), strings.Repeat("token", 2000), "a" + strings.Repeat(" ", 10000) + "b", strings.Repeat("=", 10000)} {
+		exact, _ := encoder.Count(text)
+		assert.InEpsilon(t, exact, Count("gpt-5.6-sol", text), 0.005)
+	}
+}
diff --git a/web/bun.lock b/web/bun.lock
index 8faba40..5331d73 100644
--- a/web/bun.lock
+++ b/web/bun.lock
@@ -17,25 +17,25 @@
         "@hugeicons/core-free-icons": "^4.2.2",
         "@hugeicons/react": "^1.1.9",
         "@lezer/highlight": "^1.2.3",
-        "@lobehub/icons": "^5.10.1",
+        "@lobehub/icons": "~5.22.0",
         "@tanstack/react-query": "^5.101.2",
         "@tanstack/react-router": "^1.170.17",
         "@tanstack/react-table": "^8.21.3",
         "@tanstack/react-virtual": "^3.14.5",
         "@visactor/react-vchart": "^2.1.2",
         "@visactor/vchart": "^2.1.2",
-        "ai": "^7.0.14",
+        "ai": "^7.0.136",
         "auto-skeleton-react": "^1.0.5",
         "axios": "^1.18.1",
         "class-variance-authority": "^0.7.1",
         "clsx": "^2.1.1",
         "cmdk": "^1.1.1",
         "dayjs": "^1.11.21",
-        "dompurify": "3.4.13",
+        "dompurify": "3.4.16",
         "i18next": "^26.3.4",
         "i18next-browser-languagedetector": "^8.2.1",
         "input-otp": "^1.4.2",
-        "katex": "^0.17.0",
+        "katex": "^0.18.2",
         "lucide-react": "^1.23.0",
         "marked": "^18.0.5",
         "motion": "^12.42.2",
@@ -55,14 +55,14 @@
         "shiki": "^4.3.0",
         "sonner": "^2.0.7",
         "sse.js": "^2.8.0",
-        "stream-markdown-parser": "^1.0.9",
+        "stream-markdown-parser": "^1.2.18",
         "tailwind-merge": "^3.6.0",
         "tailwindcss": "^4.3.2",
         "tokenlens": "^1.3.1",
         "tw-animate-css": "^1.4.0",
         "use-stick-to-bottom": "^1.1.6",
         "vaul": "^1.1.2",
-        "yace": "^1.1.0",
+        "yace": "^1.1.1",
         "yaml": "^2.9.0",
         "zod": "^4.4.3",
         "zustand": "^5.0.14",
@@ -73,7 +73,7 @@
         "@rsbuild/plugin-tailwindcss": "^2.0.3",
         "@tanstack/react-query-devtools": "^5.101.2",
         "@tanstack/react-router-devtools": "^1.167.0",
-        "@tanstack/router-plugin": "^1.168.19",
+        "@tanstack/router-plugin": "^1.168.42",
         "@testing-library/jest-dom": "^7.0.0",
         "@testing-library/react": "^16.3.2",
         "@testing-library/user-event": "^14.6.1",
@@ -86,7 +86,7 @@
         "embla-carousel-react": "^8.6.0",
         "jsdom": "^29.1.1",
         "knip": "^6.24.0",
-        "oxfmt": "^0.57.0",
+        "oxfmt": "^0.72.0",
         "oxlint": "^1.72.0",
         "shadcn": "^4.12.0",
         "vitest": "^4.1.10",
@@ -95,11 +95,12 @@
   },
   "overrides": {
     "brace-expansion": "2.1.1",
-    "dompurify": "3.4.13",
+    "dompurify": "3.4.16",
     "fast-uri": "3.1.2",
     "hono": "4.12.22",
     "ip-address": "10.2.0",
     "js-cookie": "3.0.7",
+    "katex": "0.18.2",
     "mermaid": "11.15.0",
     "minimist": "1.2.8",
     "postcss": "8.5.15",
@@ -109,11 +110,11 @@
   "packages": {
     "@adobe/css-tools": ["@adobe/css-tools@4.5.0", "", {}, "sha512-6OzddxPio9UiWTCemp4N8cYLV2ZN1ncRnV1cVGtve7dhPOtRkleRyx32GQCYSwDYgaHU3USMm84tNsvKzRCa1Q=="],
 
-    "@ai-sdk/gateway": ["@ai-sdk/gateway@4.0.23", "", { "dependencies": { "@ai-sdk/provider": "4.0.3", "@ai-sdk/provider-utils": "5.0.11", "@vercel/oidc": "3.2.0" }, "peerDependencies": { "zod": "^3.25.76 || ^4.1.8" } }, "sha512-f85diFdPMXYJpxCjOYZchMQkRH8h3r6lhK4Q2xmzJ7UA2OQ80L3W7tFu61742xGQK7zHWm5AhxYhNuc50H9SGQ=="],
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@@ -197,7 +198,7 @@
 
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@@ -353,7 +354,7 @@
 
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@@ -455,43 +456,43 @@
 
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+    "@oxfmt/binding-win32-x64-msvc": ["@oxfmt/binding-win32-x64-msvc@0.72.0", "", { "os": "win32", "cpu": "x64" }, "sha512-uhooIN+DCzWX5uH7mQkSVCsODqsGluGJ4n3ch4+mITtWKpESMDjUJUSDBAVFuYQDwqY2McPDKdKJbM0oZVW/Qw=="],
 
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@@ -853,11 +854,11 @@
 
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+    "@tanstack/router-generator": ["@tanstack/router-generator@1.167.40", "", { "dependencies": { "@babel/types": "^7.29.8", "@tanstack/router-core": "1.171.34", "@tanstack/router-utils": "1.162.3", "@tanstack/virtual-file-routes": "1.162.0", "jiti": "^2.7.0", "magic-string": "^0.30.21", "prettier": "^3.9.6", "zod": "^4.5.4" } }, "sha512-WkEueqEvsBBudzO0fx1nWfOmRNW8OAvBoVABTGls9bAWzjdC+KDGHvjCNrvn88ofs1F6gqL8aWnzKCbxW3dCyQ=="],
 
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+    "@tanstack/router-plugin": ["@tanstack/router-plugin@1.168.42", "", { "dependencies": { "@babel/core": "^7.29.7", "@babel/template": "^7.29.7", "@babel/types": "^7.29.8", "@tanstack/router-core": "1.171.34", "@tanstack/router-generator": "1.167.40", "@tanstack/router-utils": "1.162.3", "chokidar": "^5.0.0", "unplugin": "^3.3.0", "zod": "^4.5.4" }, "peerDependencies": { "@rsbuild/core": ">=1.0.2 || ^2.0.0", "@tanstack/react-router": "^1.170.41", "vite": ">=5.0.0 || >=6.0.0 || >=7.0.0 || >=8.0.0", "vite-plugin-solid": "^2.11.10 || ^3.0.0-0", "webpack": ">=5.92.0" }, "optionalPeers": ["@rsbuild/core", "@tanstack/react-router", "vite", "vite-plugin-solid", "webpack"] }, "sha512-vAR5WXJh/ErseEWQftDhsJcr2c++ucRQ6FbqN3ygMO44+ZxxRfW3sIpZmddHROVSmBk8jc6MrwjTPNjVhd62Vw=="],
 
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+    "@tanstack/router-utils": ["@tanstack/router-utils@1.162.3", "", { "dependencies": { "@babel/generator": "^7.29.8", "@babel/parser": "^7.29.8", "@babel/types": "^7.29.8", "ansis": "^4.3.1", "babel-dead-code-elimination": "^1.0.12", "diff": "^8.0.4", "pathe": "^2.0.3", "tinyglobby": "^0.2.17" } }, "sha512-Icb0xGuG1+54IV0WMLRcc3ErTx2HeJWyPG661FkQ8UT6guoBq1FJjFRqlG/JS0xi4mFFkBhvwO7tbLa32f3yxA=="],
 
     "@tanstack/store": ["@tanstack/store@0.9.3", "", {}, "sha512-8reSzl/qGWGGVKhBoxXPMWzATSbZLZFWhwBAFO9NAyp0TxzfBP0mIrGb8CP8KrQTmvzXlR/vFPPUrHTLBGyFyw=="],
 
@@ -983,12 +984,8 @@
 
     "@types/katex": ["@types/katex@0.16.8", "", {}, "sha512-trgaNyfU+Xh2Tc+ABIb44a5AYUpicB3uwirOioeOkNPPbmgRNtcWyDeeFRzjPZENO9Vq8gvVqfhaaXWLlevVwg=="],
 
-    "@types/linkify-it": ["@types/linkify-it@5.0.0", "", {}, "sha512-sVDA58zAw4eWAffKOaQH5/5j3XeayukzDk+ewSsnv3p4yJEZHCCzMDiZM8e0OUrRvmpGZ85jf4yDHkHsgBNr9Q=="],
-
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-
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     "@types/ms": ["@types/ms@2.1.0", "", {}, "sha512-GsCCIZDE/p3i96vtEqx+7dBUGXrc7zeSK3wwPHIaRThS+9OhWIXRqzs4d6k1SVU8g91DrNRWxWUGhp5KXQb2VA=="],
@@ -1011,10 +1008,6 @@
 
     "@types/validate-npm-package-name": ["@types/validate-npm-package-name@4.0.2", "", {}, "sha512-lrpDziQipxCEeK5kWxvljWYhUvOiB2A9izZd9B2AFarYAkqZshb4lPbRs7zKEic6eGtH8V/2qJW+dPp9OtF6bw=="],
 
-    "@types/whatwg-mimetype": ["@types/whatwg-mimetype@3.0.2", "", {}, "sha512-c2AKvDT8ToxLIOUlN51gTiHXflsfIFisS4pO7pDPoKouJCESkhZnEy623gwP9laCy5lnLDAw1vAzu2vM2YLOrA=="],
-
-    "@types/ws": ["@types/ws@8.18.1", "", { "dependencies": { "@types/node": "*" } }, "sha512-ThVF6DCVhA8kUGy+aazFQ4kXQ7E1Ty7A3ypFOe0IcJV8O/M511G99AW24irKrW56Wt44yG9+ij8FaqoBGkuBXg=="],
-
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@@ -1099,7 +1092,7 @@
 
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+    "ai": ["ai@7.0.136", "", { "dependencies": { "@ai-sdk/gateway": "4.0.110", "@ai-sdk/provider": "4.0.26", "@ai-sdk/provider-utils": "5.0.58" }, "peerDependencies": { "zod": "^3.25.76 || ^4.1.8" } }, "sha512-quFXFKEw7qUZL9v2ciJ9eruQYq9KUo3F+mDhwdL/pi7ZPu0bj7UX6yv55oAUiMjbGXd8MZRzIcu0oPc4y9llQw=="],
 
     "ajv": ["ajv@8.20.0", "", { "dependencies": { "fast-deep-equal": "^3.1.3", "fast-uri": "^3.0.1", "json-schema-traverse": "^1.0.0", "require-from-string": "^2.0.2" } }, "sha512-Thbli+OlOj+iMPYFBVBfJ3OmCAnaSyNn4M1vz9T6Gka5Jt9ba/HIR56joy65tY6kx/FCF5VXNB819Y7/GUrBGA=="],
 
@@ -1165,8 +1158,6 @@
 
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-    "buffer-image-size": ["buffer-image-size@0.6.4", "", { "dependencies": { "@types/node": "*" } }, "sha512-nEh+kZOPY1w+gcCMobZ6ETUp9WfibndnosbpwB1iJk/8Gt5ZF2bhS6+B6bPYz424KtwsR6Rflc3tCz1/ghX2dQ=="],
-
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     "bytes": ["bytes@3.1.2", "", {}, "sha512-/Nf7TyzTx6S3yRJObOAV7956r8cr2+Oj8AC5dt8wSP3BQAoeX58NoHyCU8P8zGkNXStjTSi6fzO6F0pBdcYbEg=="],
@@ -1385,7 +1376,7 @@
 
     "dom-accessibility-api": ["dom-accessibility-api@0.6.3", "", {}, "sha512-7ZgogeTnjuHbo+ct10G9Ffp0mif17idi0IyWNVA/wcwcm7NPOD/WEHVP3n7n3MhXqxoIYm8d6MuZohYWIZ4T3w=="],
 
-    "dompurify": ["dompurify@3.4.13", "", { "optionalDependencies": { "@types/trusted-types": "^2.0.7" } }, "sha512-2vmYIoqjze2d+kakP8S/nS5shfsl587kzwEjcGlTdiksUVgFHnFCsLYDVj/JNqJVOQZGSYBTmuycv0PodwmnMQ=="],
+    "dompurify": ["dompurify@3.4.16", "", { "optionalDependencies": { "@types/trusted-types": "^2.0.7" } }, "sha512-sqo+pNp3qRhCIpbgRi1y8Tgk27Bo2Ry7w0dC1NBeNTdZChWjz9Xb/KOoZbRP/R6pQZ80Qw8YhXw13hWWBbMRnQ=="],
 
     "dot-prop": ["dot-prop@6.0.1", "", { "dependencies": { "is-obj": "^2.0.0" } }, "sha512-tE7ztYzXHIeyvc7N+hR3oi7FIbf/NIjVP9hmAt3yMXzrQ072/fpjGLx2GxNxGxUl5V73MEqYzioOMoVhGMJ5cA=="],
 
@@ -1429,7 +1420,7 @@
 
     "es-set-tostringtag": ["es-set-tostringtag@2.1.0", "", { "dependencies": { "es-errors": "^1.3.0", "get-intrinsic": "^1.2.6", "has-tostringtag": "^1.0.2", "hasown": "^2.0.2" } }, "sha512-j6vWzfrGVfyXxge+O0x5sh6cvxAog0a/4Rdd2K36zCMV5eJ+/+tOAngRO8cODMNWbVRdVlmGZQL2YS3yR8bIUA=="],
 
-    "es-toolkit": ["es-toolkit@1.49.0", "", {}, "sha512-G5iZ6Pc/FNRY/soKZHC+TxGDD83rHUDXxzaWhGCX44vAv/tMs56WMusnm/KMNK+luUPsgA9U28cGr4RDlSzL2g=="],
+    "es-toolkit": ["es-toolkit@1.52.0", "", {}, "sha512-XTNEJQh1tY1ZJVcf6ayP/2n4ZPyaHlW2FWs7xvw5ddPuhUVjLD3olQVQS7kf58JbAB48iL0uL/jerTrjtV3lDA=="],
 
     "esast-util-from-estree": ["esast-util-from-estree@2.0.0", "", { "dependencies": { "@types/estree-jsx": "^1.0.0", "devlop": "^1.0.0", "estree-util-visit": "^2.0.0", "unist-util-position-from-estree": "^2.0.0" } }, "sha512-4CyanoAudUSBAn5K13H4JhsMH6L9ZP7XbLVe/dKybkxMO7eDyLsT8UHl9TRNrU2Gr9nz+FovfSIjuXWJ81uVwQ=="],
 
@@ -1569,8 +1560,6 @@
 
     "hachure-fill": ["hachure-fill@0.5.2", "", {}, "sha512-3GKBOn+m2LX9iq+JC1064cSFprJY4jL1jCXTcpnfER5HYE2l/4EfWSGzkPa/ZDBmYI0ZOEj5VHV/eKnPGkHuOg=="],
 
-    "happy-dom": ["happy-dom@20.11.1", "", { "dependencies": { "@types/node": ">=20.0.0", "@types/whatwg-mimetype": "^3.0.2", "@types/ws": "^8.18.1", "buffer-image-size": "^0.6.4", "entities": "^7.0.1", "whatwg-mimetype": "^3.0.0", "ws": "^8.21.0" } }, "sha512-XSt8tMzbW9ymE7687xztkO1ckR7qJNQ3LywY9vlYGhGi3zXrGBHuUo2Cl1ztZaICW+1eAGdkLbj6iwVqDT33kg=="],
-
     "has-symbols": ["has-symbols@1.1.0", "", {}, "sha512-1cDNdwJ2Jaohmb3sg4OmKaMBwuC48sYni5HUw2DvsC8LjGTLK9h+eb1X6RyuOHe4hT0ULCW68iomhjUoKUqlPQ=="],
 
     "has-tostringtag": ["has-tostringtag@1.0.2", "", { "dependencies": { "has-symbols": "^1.0.3" } }, "sha512-NqADB8VjPFLM2V0VvHUewwwsw0ZWBaIdgo+ieHtK3hasLz4qeCRjYcqfB6AQrBggRKppKF8L52/VqdVsO47Dlw=="],
@@ -1741,7 +1730,7 @@
 
     "jsonfile": ["jsonfile@6.2.1", "", { "dependencies": { "universalify": "^2.0.0" }, "optionalDependencies": { "graceful-fs": "^4.1.6" } }, "sha512-zwOTdL3rFQ/lRdBnntKVOX6k5cKJwEc1HdilT71BWEu7J41gXIB2MRp+vxduPSwZJPWBxEzv4yH1wYLJGUHX4Q=="],
 
-    "katex": ["katex@0.17.0", "", { "dependencies": { "commander": "^8.3.0" }, "bin": { "katex": "cli.js" } }, "sha512-Vdw0ATsQ9V+LuegM/BTwQqV/6cTl5lbGcIrU+BCgLxyf6bo38ybOr372tuSIxir3CN720flu1meYR6XzNMwQnw=="],
+    "katex": ["katex@0.18.2", "", { "dependencies": { "commander": "^8.3.0" }, "bin": { "katex": "cli.js" } }, "sha512-3snve4y0SXTMequLim1FMiPvLGElySam0blN5xQZBqEY3lOJz1TnuaaiugnBZBqHzlSAGmFTYL7MCQkORuLKCA=="],
 
     "khroma": ["khroma@2.1.0", "", {}, "sha512-Ls993zuzfayK269Svk9hzpeGUKob/sIgZzyHYdjQoAdQetRKpOLj+k/QQQ/6Qi0Yz65mlROrfd+Ev+1+7dz9Kw=="],
 
@@ -1779,7 +1768,7 @@
 
     "lines-and-columns": ["lines-and-columns@1.2.4", "", {}, "sha512-7ylylesZQ/PV29jhEDl3Ufjo6ZX7gCqJr5F7PKrqc93v7fzSymt1BpwEU8nAUXs8qzzvqhbjhK5QZg6Mt/HkBg=="],
 
-    "linkify-it": ["linkify-it@5.0.2", "", { "dependencies": { "uc.micro": "^2.0.0" } }, "sha512-ONTm2jCMAVZjgQa/Fy1kScXsuOoF5NPTsoFBdE1KVIZ2vAh/r9+Bqo+0jINCBYnavTPQZz38QzFTme79ENoN3Q=="],
+    "linkify-it": ["linkify-it@6.1.0", "", { "dependencies": { "uc.micro": "^3.0.0" } }, "sha512-wJ/TwpSDTLepCrQoYWYIExIKg5Zchex2Nn5yk2mFnB+6PtdkHtyLx742md9csRjjOnGkKIS/RrbY7l8D6gT9Vw=="],
 
     "lit": ["lit@3.3.3", "", { "dependencies": { "@lit/reactive-element": "^2.1.0", "lit-element": "^4.2.0", "lit-html": "^3.3.0" } }, "sha512-fycuvZg/hkpozL00lm1pEJH5nN/lr9ZXd6mJI2HSN4+Bzc+LDNdEApJ6HFbPkdFNHLvOplIIuJvxkS4XUxqirw=="],
 
@@ -1821,13 +1810,11 @@
 
     "markdown-it-mark": ["markdown-it-mark@4.0.0", "", {}, "sha512-YLhzaOsU9THO/cal0lUjfMjrqSMPjjyjChYM7oyj4DnyaXEzA8gnW6cVJeyCrCVeyesrY2PlEdUYJSPFYL4Nkg=="],
 
-    "markdown-it-sub": ["markdown-it-sub@2.0.0", "", {}, "sha512-iCBKgwCkfQBRg2vApy9vx1C1Tu6D8XYo8NvevI3OlwzBRmiMtsJ2sXupBgEA7PPxiDwNni3qIUkhZ6j5wofDUA=="],
-
     "markdown-it-sup": ["markdown-it-sup@2.0.0", "", {}, "sha512-5VgmdKlkBd8sgXuoDoxMpiU+BiEt3I49GItBzzw7Mxq9CxvnhE/k09HFli09zgfFDRixDQDfDxi0mgBCXtaTvA=="],
 
     "markdown-it-task-checkbox": ["markdown-it-task-checkbox@1.0.6", "", {}, "sha512-7pxkHuvqTOu3iwVGmDPeYjQg+AIS9VQxzyLP9JCg9lBjgPAJXGEkChK6A2iFuj3tS0GV3HG2u5AMNhcQqwxpJw=="],
 
-    "markdown-it-ts": ["markdown-it-ts@1.0.4", "", { "dependencies": { "@types/linkify-it": "^5.0.0", "@types/mdurl": "^2.0.0", "entities": "^4.5.0", "linkify-it": "^5.0.1", "mdurl": "^2.0.0", "punycode.js": "^2.3.1", "uc.micro": "^2.1.0" } }, "sha512-FmCjj7D0C54EhWNn6WdSIBoyEbEoLeqE/Orgzik+CHSIz3aQJW3/U3uc8BEOMdGl/SE4O+s4BjwKhtO7LPOwWA=="],
+    "markdown-it-ts": ["markdown-it-ts@1.1.3", "", { "dependencies": { "entities": "^8.0.0", "linkify-it": "^6.1.0", "mdurl": "^2.1.0", "punycode.js": "^2.3.1" } }, "sha512-SbESZWanQt/SLspTRPnzi2mKXatM35KHjkIy9QF0w2LZX8Gxu/37n9jiYccolE2OaMf8ikc0BK7LcFSNY/1GHQ=="],
 
     "markdown-table": ["markdown-table@3.0.4", "", {}, "sha512-wiYz4+JrLyb/DqW2hkFJxP7Vd7JuTDm77fvbM8VfEQdmSMqcImWeeRbHwZjBjIFki/VaMK2BhFi7oUUZeM5bqw=="],
 
@@ -1875,7 +1862,7 @@
 
     "mdn-data": ["mdn-data@2.27.1", "", {}, "sha512-9Yubnt3e8A0OKwxYSXyhLymGW4sCufcLG6VdiDdUGVkPhpqLxlvP5vl1983gQjJl3tqbrM731mjaZaP68AgosQ=="],
 
-    "mdurl": ["mdurl@2.0.0", "", {}, "sha512-Lf+9+2r+Tdp5wXDXC4PcIBjTDtq4UKjCPMQhKIuzpJNW0b96kVqSwW0bT7FhRSfmAiFYgP+SCRvdrDozfh0U5w=="],
+    "mdurl": ["mdurl@2.1.0", "", {}, "sha512-1+HBaOx0zi/dQWht8rNv9MYf9qqpqL/kxI0hXImU6Y547zM6Sni8BQibt7ifgMcYtQg41ao3Ivd6cnSM86inpg=="],
 
     "media-typer": ["media-typer@1.1.0", "", {}, "sha512-aisnrDP4GNe06UcKFnV5bfMNPBUw4jsLGaWwWfnH3v02GnBuXX2MCVn5RbrWo0j3pczUilYblq7fQ7Nw2t5XKw=="],
 
@@ -2033,7 +2020,7 @@
 
     "oxc-resolver": ["oxc-resolver@11.21.3", "", { "optionalDependencies": { "@oxc-resolver/binding-android-arm-eabi": "11.21.3", "@oxc-resolver/binding-android-arm64": "11.21.3", "@oxc-resolver/binding-darwin-arm64": "11.21.3", "@oxc-resolver/binding-darwin-x64": "11.21.3", "@oxc-resolver/binding-freebsd-x64": "11.21.3", "@oxc-resolver/binding-linux-arm-gnueabihf": "11.21.3", "@oxc-resolver/binding-linux-arm-musleabihf": "11.21.3", "@oxc-resolver/binding-linux-arm64-gnu": "11.21.3", "@oxc-resolver/binding-linux-arm64-musl": "11.21.3", "@oxc-resolver/binding-linux-ppc64-gnu": "11.21.3", "@oxc-resolver/binding-linux-riscv64-gnu": "11.21.3", "@oxc-resolver/binding-linux-riscv64-musl": "11.21.3", "@oxc-resolver/binding-linux-s390x-gnu": "11.21.3", "@oxc-resolver/binding-linux-x64-gnu": "11.21.3", "@oxc-resolver/binding-linux-x64-musl": "11.21.3", "@oxc-resolver/binding-openharmony-arm64": "11.21.3", "@oxc-resolver/binding-wasm32-wasi": "11.21.3", "@oxc-resolver/binding-win32-arm64-msvc": "11.21.3", "@oxc-resolver/binding-win32-x64-msvc": "11.21.3" } }, "sha512-2Mx3fKQz7+xgrBONjsxOgCGtMHOn38/HxMzW1I5efwXB5a4lRN0Vp40gYUJFBWJslcrvwoofTrqoTnLbwTd3pA=="],
 
-    "oxfmt": ["oxfmt@0.57.0", "", { "dependencies": { "tinypool": "2.1.0" }, "optionalDependencies": { "@oxfmt/binding-android-arm-eabi": "0.57.0", "@oxfmt/binding-android-arm64": "0.57.0", "@oxfmt/binding-darwin-arm64": "0.57.0", "@oxfmt/binding-darwin-x64": "0.57.0", "@oxfmt/binding-freebsd-x64": "0.57.0", "@oxfmt/binding-linux-arm-gnueabihf": "0.57.0", "@oxfmt/binding-linux-arm-musleabihf": "0.57.0", "@oxfmt/binding-linux-arm64-gnu": "0.57.0", "@oxfmt/binding-linux-arm64-musl": "0.57.0", "@oxfmt/binding-linux-ppc64-gnu": "0.57.0", "@oxfmt/binding-linux-riscv64-gnu": "0.57.0", "@oxfmt/binding-linux-riscv64-musl": "0.57.0", "@oxfmt/binding-linux-s390x-gnu": "0.57.0", "@oxfmt/binding-linux-x64-gnu": "0.57.0", "@oxfmt/binding-linux-x64-musl": "0.57.0", "@oxfmt/binding-openharmony-arm64": "0.57.0", "@oxfmt/binding-win32-arm64-msvc": "0.57.0", "@oxfmt/binding-win32-ia32-msvc": "0.57.0", "@oxfmt/binding-win32-x64-msvc": "0.57.0" }, "peerDependencies": { "svelte": "^5.0.0", "vite-plus": "*" }, "optionalPeers": ["svelte", "vite-plus"], "bin": { "oxfmt": "bin/oxfmt" } }, "sha512-ZB7Bi+rGDSqmVIo9jwcLyFgjxXvQhDdU+jx+ZrVy6VRiVXK2+CHc4hO3J4dUQjHe7V0ymHB+MDuv5z+NhK07HA=="],
+    "oxfmt": ["oxfmt@0.72.0", "", { "dependencies": { "tinypool": "2.2.0" }, "optionalDependencies": { "@oxfmt/binding-android-arm-eabi": "0.72.0", "@oxfmt/binding-android-arm64": "0.72.0", "@oxfmt/binding-darwin-arm64": "0.72.0", "@oxfmt/binding-darwin-x64": "0.72.0", "@oxfmt/binding-freebsd-x64": "0.72.0", "@oxfmt/binding-linux-arm-gnueabihf": "0.72.0", "@oxfmt/binding-linux-arm-musleabihf": "0.72.0", "@oxfmt/binding-linux-arm64-gnu": "0.72.0", "@oxfmt/binding-linux-arm64-musl": "0.72.0", "@oxfmt/binding-linux-ppc64-gnu": "0.72.0", "@oxfmt/binding-linux-riscv64-gnu": "0.72.0", "@oxfmt/binding-linux-riscv64-musl": "0.72.0", "@oxfmt/binding-linux-s390x-gnu": "0.72.0", "@oxfmt/binding-linux-x64-gnu": "0.72.0", "@oxfmt/binding-linux-x64-musl": "0.72.0", "@oxfmt/binding-openharmony-arm64": "0.72.0", "@oxfmt/binding-win32-arm64-msvc": "0.72.0", "@oxfmt/binding-win32-ia32-msvc": "0.72.0", "@oxfmt/binding-win32-x64-msvc": "0.72.0" }, "peerDependencies": { "svelte": "^5.0.0", "vite-plus": "*" }, "optionalPeers": ["svelte", "vite-plus"], "bin": { "oxfmt": "bin/oxfmt" } }, "sha512-16OQeL0uhPZbfmT9S9WWM0Nv9+BmVi8Ra1uTYaSKj/qSCs6FB30KOhz9JoNYw6thT+K5bVxsk/tSEOu497i34g=="],
 
     "oxlint": ["oxlint@1.74.0", "", { "optionalDependencies": { "@oxlint/binding-android-arm-eabi": "1.74.0", "@oxlint/binding-android-arm64": "1.74.0", "@oxlint/binding-darwin-arm64": "1.74.0", "@oxlint/binding-darwin-x64": "1.74.0", "@oxlint/binding-freebsd-x64": "1.74.0", "@oxlint/binding-linux-arm-gnueabihf": "1.74.0", "@oxlint/binding-linux-arm-musleabihf": "1.74.0", "@oxlint/binding-linux-arm64-gnu": "1.74.0", "@oxlint/binding-linux-arm64-musl": "1.74.0", "@oxlint/binding-linux-ppc64-gnu": "1.74.0", "@oxlint/binding-linux-riscv64-gnu": "1.74.0", "@oxlint/binding-linux-riscv64-musl": "1.74.0", "@oxlint/binding-linux-s390x-gnu": "1.74.0", "@oxlint/binding-linux-x64-gnu": "1.74.0", "@oxlint/binding-linux-x64-musl": "1.74.0", "@oxlint/binding-openharmony-arm64": "1.74.0", "@oxlint/binding-win32-arm64-msvc": "1.74.0", "@oxlint/binding-win32-ia32-msvc": "1.74.0", "@oxlint/binding-win32-x64-msvc": "1.74.0" }, "peerDependencies": { "oxlint-tsgolint": ">=0.24.0", "vite-plus": "*" }, "optionalPeers": ["oxlint-tsgolint", "vite-plus"], "bin": { "oxlint": "bin/oxlint" } }, "sha512-odGl2s2x5IOJoj3A0v1k0PGBXVFBZeZ2+AK/+K2MJur7Ghi3bkyX5NuLUWHKqa4js1wjep3hJeuTQJOlr+4+dA=="],
 
@@ -2101,7 +2088,7 @@
 
     "powershell-utils": ["powershell-utils@0.1.0", "", {}, "sha512-dM0jVuXJPsDN6DvRpea484tCUaMiXWjuCn++HGTqUWzGDjv5tZkEZldAJ/UMlqRYGFrD/etByo4/xOuC/snX2A=="],
 
-    "prettier": ["prettier@3.9.5", "", { "bin": { "prettier": "bin/prettier.cjs" } }, "sha512-/FVl766LpUfB5vXgCYOYa0MeV/441Ia99AeICQIQFTY/Nw0roZwULcXpku5i1/m5kt/baz+s4Zogspd839HSMg=="],
+    "prettier": ["prettier@3.9.10", "", { "bin": { "prettier": "bin/prettier.cjs" } }, "sha512-skGHTH1Yb9QvaTC4hWnRTzEYtCpApF0UMBPz+t/0ZPzP8ihefo/btKd+QA7pUE0fEwA1SbS/NmhyEcstdXOIdA=="],
 
     "pretty-format": ["pretty-format@27.5.1", "", { "dependencies": { "ansi-regex": "^5.0.1", "ansi-styles": "^5.0.0", "react-is": "^17.0.1" } }, "sha512-Qb1gy5OrP5+zDf2Bvnzdl3jsTf1qXVMazbvCoKhtKqVs4/YK4ozX4gKQJJVyNe+cajNPn0KoC0MC3FUmaHWEmQ=="],
 
@@ -2381,7 +2368,7 @@
 
     "stdin-discarder": ["stdin-discarder@0.2.2", "", {}, "sha512-UhDfHmA92YAlNnCfhmq0VeNL5bDbiZGg7sZ2IvPsXubGkiNa9EC+tUTsjBRsYUAz87btI6/1wf4XoVvQ3uRnmQ=="],
 
-    "stream-markdown-parser": ["stream-markdown-parser@1.1.3", "", { "dependencies": { "markdown-it-container": "^4.0.0", "markdown-it-footnote": "^4.0.0", "markdown-it-ins": "^4.0.0", "markdown-it-mark": "^4.0.0", "markdown-it-sub": "^2.0.0", "markdown-it-sup": "^2.0.0", "markdown-it-task-checkbox": "^1.0.6", "markdown-it-ts": "^1.0.4" } }, "sha512-tge6aKbOGU36vBLeeroHGBAJ7qiNcsTYyvmgqevVN0+5kMiLOjAyeDmv3PQkniTMbgOsswVHN9izmgmSw5bsBQ=="],
+    "stream-markdown-parser": ["stream-markdown-parser@1.2.18", "", { "dependencies": { "markdown-it-container": "^4.0.0", "markdown-it-footnote": "^4.0.0", "markdown-it-ins": "^4.0.0", "markdown-it-mark": "^4.0.0", "markdown-it-sup": "^2.0.0", "markdown-it-task-checkbox": "^1.0.6", "markdown-it-ts": "^1.1.2" } }, "sha512-k7kwPmm+30yoiceEq7skIIZvAItfJ+MkPNVVL3hQ1GBdr18yyNJsuerhxpLw4QcIKdbqVCbvhx4w2HLpwKiEkg=="],
 
     "stream-source": ["stream-source@0.3.5", "", {}, "sha512-ZuEDP9sgjiAwUVoDModftG0JtYiLUV8K4ljYD1VyUMRWtbVf92474o4kuuul43iZ8t/hRuiDAx1dIJSvirrK/g=="],
 
@@ -2441,7 +2428,7 @@
 
     "tinyglobby": ["tinyglobby@0.2.17", "", { "dependencies": { "fdir": "^6.5.0", "picomatch": "^4.0.4" } }, "sha512-wXR/dYpcqKmfWpEdZjiKJOwCNFndD0DMnrW/cYjVGttEkBfVgcLFHoNrlj47mjOVic9yyNu65alsgF4NQyTa2g=="],
 
-    "tinypool": ["tinypool@2.1.0", "", {}, "sha512-Pugqs6M0m7Lv1I7FtxN4aoyToKg1C4tu+/381vH35y8oENM/Ai7f7C4StcoK4/+BSw9ebcS8jRiVrORFKCALLw=="],
+    "tinypool": ["tinypool@2.2.0", "", {}, "sha512-jBrmx4lYmaC9k/mgPbylxs7kBUxHtD8256up+HjLaDFfXScKJQyil+SWXSvhAtT7XHo+yTVlpB81PGmHP8oLSQ=="],
 
     "tinyrainbow": ["tinyrainbow@3.1.0", "", {}, "sha512-Bf+ILmBgretUrdJxzXM0SgXLZ3XfiaUuOj/IKQHuTXip+05Xn+uyEYdVg0kYDipTBcLrCVyUzAPz7QmArb0mmw=="],
 
@@ -2485,7 +2472,7 @@
 
     "typedarray": ["typedarray@0.0.6", "", {}, "sha512-/aCDEGatGvZ2BIk+HmLf4ifCJFwvKFNb9/JeZPMulfgFracn9QFcAf5GO8B/mweUjSoblS5In0cWhqpfs/5PQA=="],
 
-    "uc.micro": ["uc.micro@2.1.0", "", {}, "sha512-ARDJmphmdvUk6Glw7y9DQ2bFkKBHwQHLi2lsaH6PPmz/Ka9sFOBsBluozhDltWmnv9u/cF6Rt87znRTPV+yp/A=="],
+    "uc.micro": ["uc.micro@3.0.0", "", {}, "sha512-U3PppEkleoTnIfi8BozMx3yju3qc/L6SwqWo2Sw+54PX+PX0q9I+r1Um5HCmqD7n9VDX5/v3vQH/AjA6deDdtw=="],
 
     "unbash": ["unbash@4.0.3", "", {}, "sha512-3cudTErfToSc4Ggv8XGXVNVli/xHKUtUZvaY5UVwhOcUPbQGz7PeaEnT/SAVgNziZtX67KEN9swMUYkLghxA1w=="],
 
@@ -2583,15 +2570,13 @@
 
     "wrappy": ["wrappy@1.0.2", "", {}, "sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ=="],
 
-    "ws": ["ws@8.21.1", "", { "peerDependencies": { "bufferutil": "^4.0.1", "utf-8-validate": ">=5.0.2" }, "optionalPeers": ["bufferutil", "utf-8-validate"] }, "sha512-+0NTnW77fFN/DjQi6k/Sq/Yvk4Sgajw7urW8V+asjXnRgDs9gyGkdb7EzgfhA4goXsRIZKE28fzIXBHEzhuiWw=="],
-
     "wsl-utils": ["wsl-utils@0.3.1", "", { "dependencies": { "is-wsl": "^3.1.0", "powershell-utils": "^0.1.0" } }, "sha512-g/eziiSUNBSsdDJtCLB8bdYEUMj4jR7AGeUo96p/3dTafgjHhpF4RiCFPiRILwjQoDXx5MqkBr4fwWtR3Ky4Wg=="],
 
     "xml-name-validator": ["xml-name-validator@5.0.0", "", {}, "sha512-EvGK8EJ3DhaHfbRlETOWAS5pO9MZITeauHKJyb8wyajUfQUenkIg2MvLDTZ4T/TgIcm3HU0TFBgWWboAZ30UHg=="],
 
     "xmlchars": ["xmlchars@2.2.0", "", {}, "sha512-JZnDKK8B0RCDw84FNdDAIpZK+JuJw+s7Lz8nksI7SIuU3UXJJslUthsi+uWBUYOwPFwW7W7PRLRfUKpxjtjFCw=="],
 
-    "yace": ["yace@1.1.0", "", {}, "sha512-jB29trAxPBvTIR/lXsgh97q22n/Rq5ZHbDT4DT6WUvXVlJLR7jdwiBKD+0zi3XZAD5N+YKa3GrdIrelqIXj2oQ=="],
+    "yace": ["yace@1.1.1", "", {}, "sha512-BaWs+mh0zWfXj3or3SWxHBzCE9vV5oYNtmEK85mRtU8RIh15khJetkYrnWKAdjCt25mMSsEf9q7bziNFVuYdeQ=="],
 
     "yallist": ["yallist@3.1.1", "", {}, "sha512-a4UGQaWPH59mOXUYnAG2ewncQS4i4F43Tv3JoAM+s2VDAmS9NsK8GpDMLrCHPksFT7h3K6TOoUNn2pb7RoXx4g=="],
 
@@ -2609,8 +2594,32 @@
 
     "zwitch": ["zwitch@2.0.4", "", {}, "sha512-bXE4cR/kVZhKZX/RjPEflHaKVhUVl85noU3v6b8apfQEc1x4A+zBxjZ4lN8LqGd6WZ3dl98pY4o717VFmoPp+A=="],
 
+    "@ai-sdk/provider-utils/undici": ["undici@7.30.0", "", {}, "sha512-dkrQXeHSaoamnItlYbmzG0wFYrM0ZwDxCIg0A7aKjTyyhh9svRzCNFEzV+Vm05/yehjCzjDZ31KXfGEjYSztDQ=="],
+
+    "@babel/core/@babel/types": ["@babel/types@7.29.7", "", { "dependencies": { "@babel/helper-string-parser": "^7.29.7", "@babel/helper-validator-identifier": "^7.29.7" } }, "sha512-4zBIxpPzowiZpusoFkyGVwakdRJUyuH5PxQ/PrqghfdFWWasvnCdPfQXHrenDai+gyLARulZjZowCOj6fjT4pA=="],
+
+    "@babel/generator/@babel/types": ["@babel/types@7.29.7", "", { "dependencies": { "@babel/helper-string-parser": "^7.29.7", "@babel/helper-validator-identifier": "^7.29.7" } }, "sha512-4zBIxpPzowiZpusoFkyGVwakdRJUyuH5PxQ/PrqghfdFWWasvnCdPfQXHrenDai+gyLARulZjZowCOj6fjT4pA=="],
+
+    "@babel/helper-annotate-as-pure/@babel/types": ["@babel/types@7.29.7", "", { "dependencies": { "@babel/helper-string-parser": "^7.29.7", "@babel/helper-validator-identifier": "^7.29.7" } }, "sha512-4zBIxpPzowiZpusoFkyGVwakdRJUyuH5PxQ/PrqghfdFWWasvnCdPfQXHrenDai+gyLARulZjZowCOj6fjT4pA=="],
+
     "@babel/helper-compilation-targets/lru-cache": ["lru-cache@5.1.1", "", { "dependencies": { "yallist": "^3.0.2" } }, "sha512-KpNARQA3Iwv+jTA0utUVVbrh+Jlrr1Fv0e56GGzAFOXN7dk/FviaDW8LHmK52DlcH4WP2n6gI8vN1aesBFgo9w=="],
 
+    "@babel/helper-member-expression-to-functions/@babel/types": ["@babel/types@7.29.7", "", { "dependencies": { "@babel/helper-string-parser": "^7.29.7", "@babel/helper-validator-identifier": "^7.29.7" } }, "sha512-4zBIxpPzowiZpusoFkyGVwakdRJUyuH5PxQ/PrqghfdFWWasvnCdPfQXHrenDai+gyLARulZjZowCOj6fjT4pA=="],
+
+    "@babel/helper-module-imports/@babel/types": ["@babel/types@7.29.7", "", { "dependencies": { "@babel/helper-string-parser": "^7.29.7", "@babel/helper-validator-identifier": "^7.29.7" } }, "sha512-4zBIxpPzowiZpusoFkyGVwakdRJUyuH5PxQ/PrqghfdFWWasvnCdPfQXHrenDai+gyLARulZjZowCOj6fjT4pA=="],
+
+    "@babel/helper-optimise-call-expression/@babel/types": ["@babel/types@7.29.7", "", { "dependencies": { "@babel/helper-string-parser": "^7.29.7", "@babel/helper-validator-identifier": "^7.29.7" } }, "sha512-4zBIxpPzowiZpusoFkyGVwakdRJUyuH5PxQ/PrqghfdFWWasvnCdPfQXHrenDai+gyLARulZjZowCOj6fjT4pA=="],
+
+    "@babel/helper-skip-transparent-expression-wrappers/@babel/types": ["@babel/types@7.29.7", "", { "dependencies": { "@babel/helper-string-parser": "^7.29.7", "@babel/helper-validator-identifier": "^7.29.7" } }, "sha512-4zBIxpPzowiZpusoFkyGVwakdRJUyuH5PxQ/PrqghfdFWWasvnCdPfQXHrenDai+gyLARulZjZowCOj6fjT4pA=="],
+
+    "@babel/helpers/@babel/types": ["@babel/types@7.29.7", "", { "dependencies": { "@babel/helper-string-parser": "^7.29.7", "@babel/helper-validator-identifier": "^7.29.7" } }, "sha512-4zBIxpPzowiZpusoFkyGVwakdRJUyuH5PxQ/PrqghfdFWWasvnCdPfQXHrenDai+gyLARulZjZowCOj6fjT4pA=="],
+
+    "@babel/parser/@babel/types": ["@babel/types@7.29.7", "", { "dependencies": { "@babel/helper-string-parser": "^7.29.7", "@babel/helper-validator-identifier": "^7.29.7" } }, "sha512-4zBIxpPzowiZpusoFkyGVwakdRJUyuH5PxQ/PrqghfdFWWasvnCdPfQXHrenDai+gyLARulZjZowCOj6fjT4pA=="],
+
+    "@babel/template/@babel/types": ["@babel/types@7.29.7", "", { "dependencies": { "@babel/helper-string-parser": "^7.29.7", "@babel/helper-validator-identifier": "^7.29.7" } }, "sha512-4zBIxpPzowiZpusoFkyGVwakdRJUyuH5PxQ/PrqghfdFWWasvnCdPfQXHrenDai+gyLARulZjZowCOj6fjT4pA=="],
+
+    "@babel/traverse/@babel/types": ["@babel/types@7.29.7", "", { "dependencies": { "@babel/helper-string-parser": "^7.29.7", "@babel/helper-validator-identifier": "^7.29.7" } }, "sha512-4zBIxpPzowiZpusoFkyGVwakdRJUyuH5PxQ/PrqghfdFWWasvnCdPfQXHrenDai+gyLARulZjZowCOj6fjT4pA=="],
+
     "@dotenvx/dotenvx/commander": ["commander@11.1.0", "", {}, "sha512-yPVavfyCcRhmorC7rWlkHn15b4wDVgVmBA7kV4QVBsF7kv/9TKJAbAXVTxvTnwP8HHKjRCJDClKbciiYS7p0DQ=="],
 
     "@dotenvx/dotenvx/execa": ["execa@5.1.1", "", { "dependencies": { "cross-spawn": "^7.0.3", "get-stream": "^6.0.0", "human-signals": "^2.1.0", "is-stream": "^2.0.0", "merge-stream": "^2.0.0", "npm-run-path": "^4.0.1", "onetime": "^5.1.2", "signal-exit": "^3.0.3", "strip-final-newline": "^2.0.0" } }, "sha512-8uSpZZocAZRBAPIEINJj3Lo9HyGitllczc27Eh5YYojjMFMn8yHMDMaUHE2Jqfq05D/wucwI4JGURyXt1vchyg=="],
@@ -2631,10 +2640,14 @@
 
     "@emotion/serialize/@emotion/unitless": ["@emotion/unitless@0.10.0", "", {}, "sha512-dFoMUuQA20zvtVTuxZww6OHoJYgrzfKM1t52mVySDJnMSEa08ruEvdYQbhvyu6soU+NeLVd3yKfTfT0NeV6qGg=="],
 
+    "@lobehub/fluent-emoji/es-toolkit": ["es-toolkit@1.49.0", "", {}, "sha512-G5iZ6Pc/FNRY/soKZHC+TxGDD83rHUDXxzaWhGCX44vAv/tMs56WMusnm/KMNK+luUPsgA9U28cGr4RDlSzL2g=="],
+
     "@lobehub/fluent-emoji/lucide-react": ["lucide-react@0.562.0", "", { "peerDependencies": { "react": "^16.5.1 || ^17.0.0 || ^18.0.0 || ^19.0.0" } }, "sha512-82hOAu7y0dbVuFfmO4bYF1XEwYk/mEbM5E+b1jgci/udUBEE/R7LF5Ip0CCEmXe8AybRM8L+04eP+LGZeDvkiw=="],
 
     "@lobehub/icons/lucide-react": ["lucide-react@0.469.0", "", { "peerDependencies": { "react": "^16.5.1 || ^17.0.0 || ^18.0.0 || ^19.0.0" } }, "sha512-28vvUnnKQ/dBwiCQtwJw7QauYnE7yd2Cyp4tTTJpvglX4EMpbflcdBgrgToX2j71B3YvugK/NH3BGUk+E/p/Fw=="],
 
+    "@lobehub/ui/es-toolkit": ["es-toolkit@1.49.0", "", {}, "sha512-G5iZ6Pc/FNRY/soKZHC+TxGDD83rHUDXxzaWhGCX44vAv/tMs56WMusnm/KMNK+luUPsgA9U28cGr4RDlSzL2g=="],
+
     "@mdx-js/mdx/source-map": ["source-map@0.7.6", "", {}, "sha512-i5uvt8C3ikiWeNZSVZNWcfZPItFQOsYTUAOkcUPGd8DqDy1uOUikjt5dG+uRlwyvR108Fb9DOd4GvXfT0N2/uQ=="],
 
     "@oxc-resolver/binding-wasm32-wasi/@emnapi/core": ["@emnapi/core@1.11.0", "", { "dependencies": { "@emnapi/wasi-threads": "1.2.2", "tslib": "^2.4.0" } }, "sha512-l9Oo58x0HOP5znGzVhYW9U3e5wVuA4LAZU2AGezTmkhO1CgQRFDhDg4nneHsu/t3WniXg9QrG2nIXL/ZS8ln8Q=="],
@@ -2673,6 +2686,18 @@
 
     "@tailwindcss/oxide-wasm32-wasi/tslib": ["tslib@2.8.1", "", { "bundled": true }, "sha512-oJFu94HQb+KVduSUQL7wnpmqnfmLsOA/nAh6b6EH0wCEoK0/mPeXU6c3wKDV83MkOuHPRHtSXKKU99IBazS/2w=="],
 
+    "@tanstack/router-generator/@tanstack/router-core": ["@tanstack/router-core@1.171.34", "", { "dependencies": { "@tanstack/history": "1.162.4", "cookie-es": "^3.0.0", "seroval": "^1.6.7", "seroval-plugins": "^1.6.7" } }, "sha512-X+19pGuuLVPvvAvPYw9v/+ktRk5cCll8AtfpBpOhDRmVgUMrfqze0467xtq8YRVVs/mmo5rVtWn/7Tp32RDBKw=="],
+
+    "@tanstack/router-generator/zod": ["zod@4.6.6", "", {}, "sha512-4UmzQUF5fxvfcYHlbjBmejU+w+hbDnWFx4aS8kBx7nPBHcO2SqPbpAG8snbdg+Xse4pRefR98hgjFgIMCI/UhA=="],
+
+    "@tanstack/router-plugin/@tanstack/router-core": ["@tanstack/router-core@1.171.34", "", { "dependencies": { "@tanstack/history": "1.162.4", "cookie-es": "^3.0.0", "seroval": "^1.6.7", "seroval-plugins": "^1.6.7" } }, "sha512-X+19pGuuLVPvvAvPYw9v/+ktRk5cCll8AtfpBpOhDRmVgUMrfqze0467xtq8YRVVs/mmo5rVtWn/7Tp32RDBKw=="],
+
+    "@tanstack/router-plugin/zod": ["zod@4.6.6", "", {}, "sha512-4UmzQUF5fxvfcYHlbjBmejU+w+hbDnWFx4aS8kBx7nPBHcO2SqPbpAG8snbdg+Xse4pRefR98hgjFgIMCI/UhA=="],
+
+    "@tanstack/router-utils/@babel/generator": ["@babel/generator@7.29.8", "", { "dependencies": { "@babel/parser": "^7.29.8", "@babel/types": "^7.29.8", "@jridgewell/gen-mapping": "^0.3.12", "@jridgewell/trace-mapping": "^0.3.28", "jsesc": "^3.0.2" } }, "sha512-gZbepsdh3WDtgZKWL+vTPh71LSBrm/Y4/QDZBVCcYfmeTEEuoOYwlSy+G1StfJg+/Zy550u/3TATbm7qDbbMtg=="],
+
+    "@tanstack/router-utils/@babel/parser": ["@babel/parser@7.29.9", "", { "dependencies": { "@babel/types": "^7.29.8" }, "bin": "./bin/babel-parser.js" }, "sha512-CjXrNHTnvqBVqHgdBysY3vk2T8tpJHb5/RMeHJBTyVa9xgugCB0CJTx/3oO8RV2QRQP391RWpB7D6hLjm8V9uA=="],
+
     "@testing-library/dom/aria-query": ["aria-query@5.3.0", "", { "dependencies": { "dequal": "^2.0.3" } }, "sha512-b0P0sZPKtyu8HkeRAfCq0IfURZK+SuwMjY1UXGBU27wpAiTwQAIlq56IbIO+ytk/JjS1fMR14ee5WBBfKi5J6A=="],
 
     "@testing-library/dom/dom-accessibility-api": ["dom-accessibility-api@0.5.16", "", {}, "sha512-X7BJ2yElsnOJ30pZF4uIIDfBEVgF4XEBxL9Bxhy6dnrm5hkzqmsWHGTiHqRiITNhMyFLyAiWndIJP7Z1NTteDg=="],
@@ -2687,6 +2712,8 @@
 
     "accepts/mime-types": ["mime-types@3.0.2", "", { "dependencies": { "mime-db": "^1.54.0" } }, "sha512-Lbgzdk0h4juoQ9fCKXW4by0UJqj+nOOrI9MJ1sSj4nI8aI2eo1qmvQEie4VD1glsS250n15LsWsYtCugiStS5A=="],
 
+    "babel-dead-code-elimination/@babel/types": ["@babel/types@7.29.7", "", { "dependencies": { "@babel/helper-string-parser": "^7.29.7", "@babel/helper-validator-identifier": "^7.29.7" } }, "sha512-4zBIxpPzowiZpusoFkyGVwakdRJUyuH5PxQ/PrqghfdFWWasvnCdPfQXHrenDai+gyLARulZjZowCOj6fjT4pA=="],
+
     "babel-plugin-macros/cosmiconfig": ["cosmiconfig@7.1.0", "", { "dependencies": { "@types/parse-json": "^4.0.0", "import-fresh": "^3.2.1", "parse-json": "^5.0.0", "path-type": "^4.0.0", "yaml": "^1.10.0" } }, "sha512-AdmX6xUzdNASswsFtmwSt7Vj8po9IuqXm0UXz7QKPuEUmPB4XyjGfaAr2PSuELMwkRMVH1EpIkX5bTZGRB3eCA=="],
 
     "body-parser/content-type": ["content-type@2.0.0", "", {}, "sha512-j/O/d7GcZCyNl7/hwZAb606rzqkyvaDctLmckbxLzHvFBzTJHuGEdodATcP3yIRoDrLHkIATJuvzbFlp/ki2cQ=="],
@@ -2729,10 +2756,6 @@
 
     "geojson-dissolve/@turf/meta": ["@turf/meta@3.14.0", "", {}, "sha512-OtXqLQuR9hlQ/HkAF/OdzRea7E0eZK1ay8y8CBXkoO2R6v34CsDrWYLMSo0ZzMsaQDpKo76NPP2GGo+PyG1cSg=="],
 
-    "happy-dom/entities": ["entities@7.0.1", "", {}, "sha512-TWrgLOFUQTH994YUyl1yT4uyavY5nNB5muff+RtWaqNVCAK408b5ZnnbNAUEWLTCpum9w6arT70i1XdQ4UeOPA=="],
-
-    "happy-dom/whatwg-mimetype": ["whatwg-mimetype@3.0.0", "", {}, "sha512-nt+N2dzIutVRxARx1nghPKGv1xHikU7HKdfafKkLNLindmPU/ch3U31NOCGGA/dmPcmb1VlofO0vnKAcsm0o/Q=="],
-
     "hast-util-from-html/parse5": ["parse5@7.3.0", "", { "dependencies": { "entities": "^6.0.0" } }, "sha512-IInvU7fabl34qmi9gY8XOVxhYyMyuH2xUNpb2q8/Y+7552KlejkRvqvD19nMoUW/uQGGbqNpA6Tufu5FL5BZgw=="],
 
     "hast-util-raw/parse5": ["parse5@7.3.0", "", { "dependencies": { "entities": "^6.0.0" } }, "sha512-IInvU7fabl34qmi9gY8XOVxhYyMyuH2xUNpb2q8/Y+7552KlejkRvqvD19nMoUW/uQGGbqNpA6Tufu5FL5BZgw=="],
@@ -2747,16 +2770,12 @@
 
     "log-symbols/is-unicode-supported": ["is-unicode-supported@1.3.0", "", {}, "sha512-43r2mRvz+8JRIKnWJ+3j8JtjRKZ6GmjzfaE/qiBJnikNnYv/6bagRJ1kUhNk8R5EX/GkobD+r+sfxCPJsiKBLQ=="],
 
-    "markdown-it-ts/entities": ["entities@4.5.0", "", {}, "sha512-V0hjH4dGPh9Ao5p0MoRY6BVqtwCjhz6vI5LT8AJ55H+4g9/4vbHx1I54fS0XuclLhDHArPQCiMjDxjaL8fPxhw=="],
-
     "mdast-util-find-and-replace/escape-string-regexp": ["escape-string-regexp@5.0.0", "", {}, "sha512-/veY75JbMK4j1yjvuUxuVsiS/hr/4iHs9FTT6cgTexxdE0Ly/glccBAkloH/DofkjRbZU3bnoj38mOmhkZ0lHw=="],
 
-    "mermaid/katex": ["katex@0.16.47", "", { "dependencies": { "commander": "^8.3.0" }, "bin": { "katex": "cli.js" } }, "sha512-Eeo8Ys1doU1z+x8AZsPpQu+p/QcZBI5PeOo7QGQdy2x2m0MU/hYagBbGOmXwr5KVbEfVuWv9LpnQWeehogurjg=="],
+    "mermaid/es-toolkit": ["es-toolkit@1.49.0", "", {}, "sha512-G5iZ6Pc/FNRY/soKZHC+TxGDD83rHUDXxzaWhGCX44vAv/tMs56WMusnm/KMNK+luUPsgA9U28cGr4RDlSzL2g=="],
 
     "mermaid/marked": ["marked@16.4.2", "", { "bin": { "marked": "bin/marked.js" } }, "sha512-TI3V8YYWvkVf3KJe1dRkpnjs68JUPyEa5vjKrp1XEEJUAOaQc+Qj+L1qWbPd0SJuAdQkFU0h73sXXqwDYxsiDA=="],
 
-    "micromark-extension-math/katex": ["katex@0.16.47", "", { "dependencies": { "commander": "^8.3.0" }, "bin": { "katex": "cli.js" } }, "sha512-Eeo8Ys1doU1z+x8AZsPpQu+p/QcZBI5PeOo7QGQdy2x2m0MU/hYagBbGOmXwr5KVbEfVuWv9LpnQWeehogurjg=="],
-
     "micromatch/picomatch": ["picomatch@2.3.2", "", {}, "sha512-V7+vQEJ06Z+c5tSye8S+nHUfI51xoXIXjHQ99cQtKUkQqqO1kO/KCJUfZXuB47h/YBlDhah2H3hdUGXn8ie0oA=="],
 
     "npm-run-path/path-key": ["path-key@4.0.0", "", {}, "sha512-haREypq7xkM7ErfgIyA0z+Bj4AGKlMSdlQE2jvJo6huWD1EdkKYV+G/T4nq0YEF2vgTT8kqMFKo1uHn950r4SQ=="],
@@ -2777,7 +2796,7 @@
 
     "react-rnd/tslib": ["tslib@2.6.2", "", {}, "sha512-AEYxH93jGFPn/a2iVAwW87VuUIkR1FVUKB77NwMF7nBTDkDrrT/Hpt/IrCJ0QXhW27jTBDcf5ZY7w6RiqTMw2Q=="],
 
-    "rehype-katex/katex": ["katex@0.16.47", "", { "dependencies": { "commander": "^8.3.0" }, "bin": { "katex": "cli.js" } }, "sha512-Eeo8Ys1doU1z+x8AZsPpQu+p/QcZBI5PeOo7QGQdy2x2m0MU/hYagBbGOmXwr5KVbEfVuWv9LpnQWeehogurjg=="],
+    "recharts/es-toolkit": ["es-toolkit@1.49.0", "", {}, "sha512-G5iZ6Pc/FNRY/soKZHC+TxGDD83rHUDXxzaWhGCX44vAv/tMs56WMusnm/KMNK+luUPsgA9U28cGr4RDlSzL2g=="],
 
     "restore-cursor/onetime": ["onetime@7.0.0", "", { "dependencies": { "mimic-function": "^5.0.0" } }, "sha512-VXJjc87FScF88uafS3JllDgvAm+c/Slfz06lorj2uAY34rlUu0Nt+v8wreiImcrgAjjIHp1rXpTDlLOGw29WwQ=="],
 
@@ -2821,6 +2840,18 @@
 
     "@dotenvx/dotenvx/open/define-lazy-prop": ["define-lazy-prop@2.0.0", "", {}, "sha512-Ds09qNh8yw3khSjiJjiUInaGX9xlqZDY7JVryGxdxV7NPeuqQfplOpQ66yJFZut3jLa5zOwkXw1g9EI2uKh4Og=="],
 
+    "@tanstack/router-generator/@tanstack/router-core/@tanstack/history": ["@tanstack/history@1.162.4", "", {}, "sha512-utTS5L2OkeYUzXGohL1Z8sefu1GLNOJcxe8Hd6iIdc/Xo1K1nDB2JEp4iSFhvYh33xKC9V91TxrS8qfrpoKobQ=="],
+
+    "@tanstack/router-generator/@tanstack/router-core/seroval": ["seroval@1.6.9", "", {}, "sha512-UeEzHwAK+yl0YLbsvROV1t5yMYEwZZ0CfKYxDvUgS2fO9Vxdf8djqVIB+OuVpuawRNPqw68LE1Du/GMsW2ZPqA=="],
+
+    "@tanstack/router-generator/@tanstack/router-core/seroval-plugins": ["seroval-plugins@1.6.9", "", { "peerDependencies": { "seroval": "^1.0" } }, "sha512-kiDK/Tb8IWZ61WEU8pA2PDmAuw37gKph9Y77OZlD56mg0Y2g0Bg7gZ1HeHhs5d40w+nRoUq/wj08V26ilbez9g=="],
+
+    "@tanstack/router-plugin/@tanstack/router-core/@tanstack/history": ["@tanstack/history@1.162.4", "", {}, "sha512-utTS5L2OkeYUzXGohL1Z8sefu1GLNOJcxe8Hd6iIdc/Xo1K1nDB2JEp4iSFhvYh33xKC9V91TxrS8qfrpoKobQ=="],
+
+    "@tanstack/router-plugin/@tanstack/router-core/seroval": ["seroval@1.6.9", "", {}, "sha512-UeEzHwAK+yl0YLbsvROV1t5yMYEwZZ0CfKYxDvUgS2fO9Vxdf8djqVIB+OuVpuawRNPqw68LE1Du/GMsW2ZPqA=="],
+
+    "@tanstack/router-plugin/@tanstack/router-core/seroval-plugins": ["seroval-plugins@1.6.9", "", { "peerDependencies": { "seroval": "^1.0" } }, "sha512-kiDK/Tb8IWZ61WEU8pA2PDmAuw37gKph9Y77OZlD56mg0Y2g0Bg7gZ1HeHhs5d40w+nRoUq/wj08V26ilbez9g=="],
+
     "accepts/mime-types/mime-db": ["mime-db@1.54.0", "", {}, "sha512-aU5EJuIN2WDemCcAp2vFBfp/m4EAhWJnUNSSw0ixs7/kXbd6Pg64EmwJkNdFhB8aWt1sH2CTXrLxo/iAGV3oPQ=="],
 
     "babel-plugin-macros/cosmiconfig/yaml": ["yaml@1.10.3", "", {}, "sha512-vIYeF1u3CjlhAFekPPAk2h/Kv4T3mAkMox5OymRiJQB0spDP10LHvt+K7G9Ny6NuuMAb25/6n1qyUjAcGNf/AA=="],
@@ -2845,12 +2876,6 @@
 
     "hast-util-raw/parse5/entities": ["entities@6.0.1", "", {}, "sha512-aN97NXWF6AWBTahfVOIrB/NShkzi5H7F9r1s9mD3cDj4Ko5f2qhhVoYMibXF7GlLveb/D2ioWay8lxI97Ven3g=="],
 
-    "mermaid/katex/commander": ["commander@8.3.0", "", {}, "sha512-OkTL9umf+He2DZkUq8f8J9of7yL6RJKI24dVITBmNfZBmri9zYZQrKkuXiKhyfPSu8tUhnVBB1iKXevvnlR4Ww=="],
-
-    "micromark-extension-math/katex/commander": ["commander@8.3.0", "", {}, "sha512-OkTL9umf+He2DZkUq8f8J9of7yL6RJKI24dVITBmNfZBmri9zYZQrKkuXiKhyfPSu8tUhnVBB1iKXevvnlR4Ww=="],
-
-    "rehype-katex/katex/commander": ["commander@8.3.0", "", {}, "sha512-OkTL9umf+He2DZkUq8f8J9of7yL6RJKI24dVITBmNfZBmri9zYZQrKkuXiKhyfPSu8tUhnVBB1iKXevvnlR4Ww=="],
-
     "send/mime-types/mime-db": ["mime-db@1.54.0", "", {}, "sha512-aU5EJuIN2WDemCcAp2vFBfp/m4EAhWJnUNSSw0ixs7/kXbd6Pg64EmwJkNdFhB8aWt1sH2CTXrLxo/iAGV3oPQ=="],
 
     "simplify-geojson/concat-stream/readable-stream": ["readable-stream@1.1.14", "", { "dependencies": { "core-util-is": "~1.0.0", "inherits": "~2.0.1", "isarray": "0.0.1", "string_decoder": "~0.10.x" } }, "sha512-+MeVjFf4L44XUkhM1eYbD8fyEsxcV81pqMSR5gblfcLCHfZvbrqy4/qYHE+/R5HoBUT11WV5O08Cr1n3YXkWVQ=="],
diff --git a/web/cc-switch-before.tsx b/web/cc-switch-before.tsx
new file mode 100644
index 0000000..e69de29
diff --git a/web/ccswitch45-harness.tsx b/web/ccswitch45-harness.tsx
new file mode 100644
index 0000000..e69de29
diff --git a/web/index.html b/web/index.html
index 7f280b4..b91e7b6 100644
--- a/web/index.html
+++ b/web/index.html
@@ -2,7 +2,6 @@
 <html lang="en">
   <head>
     <meta charset="UTF-8" />
-    <link rel="icon" type="image/png" href="/logo.png" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
     <meta name="google" content="notranslate" />
 
@@ -15,6 +14,23 @@
     />
 
     <meta name="theme-color" content="#fff" />
+    <!-- Resolve the theme before first paint so the page never flashes light
+         and one-shot detectors (e.g. Dark Reader) see the real theme.
+         Keep in sync with ThemeProvider and THEME_STORAGE_KEYS.mode. -->
+    <script>
+      ;(function () {
+        var theme = 'system'
+        try {
+          theme = localStorage.getItem('newapi:theme:v1:mode') || 'system'
+        } catch (e) {}
+        if (theme !== 'dark' && theme !== 'light') {
+          theme = window.matchMedia('(prefers-color-scheme: dark)').matches
+            ? 'dark'
+            : 'light'
+        }
+        document.documentElement.classList.add(theme)
+      })()
+    </script>
     <!--umami-->
     <!--Google Analytics-->
   </head>
diff --git a/web/package.json b/web/package.json
index 3f098d2..8b5376d 100644
--- a/web/package.json
+++ b/web/package.json
@@ -36,25 +36,25 @@
     "@hugeicons/core-free-icons": "^4.2.2",
     "@hugeicons/react": "^1.1.9",
     "@lezer/highlight": "^1.2.3",
-    "@lobehub/icons": "^5.10.1",
+    "@lobehub/icons": "~5.22.0",
     "@tanstack/react-query": "^5.101.2",
     "@tanstack/react-router": "^1.170.17",
     "@tanstack/react-table": "^8.21.3",
     "@tanstack/react-virtual": "^3.14.5",
     "@visactor/react-vchart": "^2.1.2",
     "@visactor/vchart": "^2.1.2",
-    "ai": "^7.0.14",
+    "ai": "^7.0.136",
     "auto-skeleton-react": "^1.0.5",
     "axios": "^1.18.1",
     "class-variance-authority": "^0.7.1",
     "clsx": "^2.1.1",
     "cmdk": "^1.1.1",
     "dayjs": "^1.11.21",
-    "dompurify": "3.4.13",
+    "dompurify": "3.4.16",
     "i18next": "^26.3.4",
     "i18next-browser-languagedetector": "^8.2.1",
     "input-otp": "^1.4.2",
-    "katex": "^0.17.0",
+    "katex": "^0.18.2",
     "lucide-react": "^1.23.0",
     "marked": "^18.0.5",
     "motion": "^12.42.2",
@@ -74,14 +74,14 @@
     "shiki": "^4.3.0",
     "sonner": "^2.0.7",
     "sse.js": "^2.8.0",
-    "stream-markdown-parser": "^1.0.9",
+    "stream-markdown-parser": "^1.2.18",
     "tailwind-merge": "^3.6.0",
     "tailwindcss": "^4.3.2",
     "tokenlens": "^1.3.1",
     "tw-animate-css": "^1.4.0",
     "use-stick-to-bottom": "^1.1.6",
     "vaul": "^1.1.2",
-    "yace": "^1.1.0",
+    "yace": "^1.1.1",
     "yaml": "^2.9.0",
     "zod": "^4.4.3",
     "zustand": "^5.0.14"
@@ -92,7 +92,7 @@
     "@rsbuild/plugin-tailwindcss": "^2.0.3",
     "@tanstack/react-query-devtools": "^5.101.2",
     "@tanstack/react-router-devtools": "^1.167.0",
-    "@tanstack/router-plugin": "^1.168.19",
+    "@tanstack/router-plugin": "^1.168.42",
     "@testing-library/jest-dom": "^7.0.0",
     "@testing-library/react": "^16.3.2",
     "@testing-library/user-event": "^14.6.1",
@@ -105,18 +105,19 @@
     "embla-carousel-react": "^8.6.0",
     "jsdom": "^29.1.1",
     "knip": "^6.24.0",
-    "oxfmt": "^0.57.0",
+    "oxfmt": "^0.72.0",
     "oxlint": "^1.72.0",
     "shadcn": "^4.12.0",
     "vitest": "^4.1.10"
   },
   "overrides": {
     "brace-expansion": "2.1.1",
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aG3a-DviBvqQ0G6M3ZNjPDqSUM7WzNIJEblF

diff --git a/web/rsbuild.config.ts b/web/rsbuild.config.ts
index e0d9c25..2c2fd3f 100644
--- a/web/rsbuild.config.ts
+++ b/web/rsbuild.config.ts
@@ -14,6 +14,9 @@ export default defineConfig(({ envMode }) => {
     process.env.VITE_REACT_APP_SERVER_URL ||
     env.rawPublicVars.VITE_REACT_APP_SERVER_URL ||
     'http://localhost:3000'
+  const siteFavicon =
+    process.env.VITE_REACT_APP_FAVICON ||
+    env.rawPublicVars.VITE_REACT_APP_FAVICON
 
   const isProd = envMode === 'production'
   const devProxy = Object.fromEntries(
@@ -53,6 +56,11 @@ export default defineConfig(({ envMode }) => {
       },
     },
     source: {
+      define: {
+        'import.meta.env.VITE_REACT_APP_FAVICON': JSON.stringify(
+          siteFavicon || ''
+        ),
+      },
       entry: {
         index: './src/main.tsx',
       },
@@ -64,6 +72,7 @@ export default defineConfig(({ envMode }) => {
     },
     html: {
       template: './index.html',
+      favicon: siteFavicon ? `./public${siteFavicon}` : './public/favicon.ico',
     },
     server: {
       host: '0.0.0.0',
diff --git a/web/src/assets/brand-icons/icon-alipay.tsx b/web/src/assets/brand-icons/icon-alipay.tsx
new file mode 100644
index 0000000..07666a0
--- /dev/null
+++ b/web/src/assets/brand-icons/icon-alipay.tsx
@@ -0,0 +1,38 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import type { SVGProps } from 'react'
+
+import { cn } from '@/lib/utils'
+
+export function IconAlipay({ className, ...props }: SVGProps<SVGSVGElement>) {
+  return (
+    <svg
+      role='img'
+      viewBox='0 0 24 24'
+      xmlns='http://www.w3.org/2000/svg'
+      width='24'
+      height='24'
+      className={cn('fill-current', className)}
+      {...props}
+    >
+      <title>Alipay</title>
+      <path d='M19.695 15.07c3.426 1.158 4.203 1.22 4.203 1.22V3.846c0-2.124-1.705-3.845-3.81-3.845H3.914C1.808.001.102 1.722.102 3.846v16.31c0 2.123 1.706 3.845 3.813 3.845h16.173c2.105 0 3.81-1.722 3.81-3.845v-.157s-6.19-2.602-9.315-4.119c-2.096 2.602-4.8 4.181-7.607 4.181-4.75 0-6.361-4.19-4.112-6.949.49-.602 1.324-1.175 2.617-1.497 2.025-.502 5.247.313 8.266 1.317a16.796 16.796 0 0 0 1.341-3.302H5.781v-.952h4.799V6.975H4.77v-.953h5.81V3.591s0-.409.411-.409h2.347v2.84h5.744v.951h-5.744v1.704h4.69a19.453 19.453 0 0 1-1.986 5.06c1.424.52 2.702 1.011 3.654 1.333m-13.81-2.032c-.596.06-1.71.325-2.321.869-1.83 1.608-.735 4.55 2.968 4.55 2.151 0 4.301-1.388 5.99-3.61-2.403-1.182-4.438-2.028-6.637-1.809' />
+    </svg>
+  )
+}
diff --git a/web/src/assets/brand-icons/index.ts b/web/src/assets/brand-icons/index.ts
index 088a8c8..c679d18 100644
--- a/web/src/assets/brand-icons/index.ts
+++ b/web/src/assets/brand-icons/index.ts
@@ -16,6 +16,7 @@ along with this program. If not, see <https://www.gnu.org/licenses/>.
 
 For commercial licensing, please contact support@quantumnous.com
 */
+export { IconAlipay } from './icon-alipay'
 export { IconDiscord } from './icon-discord'
 export { IconDocker } from './icon-docker'
 export { IconFacebook } from './icon-facebook'
diff --git a/web/src/components/__tests__/command-menu.test.tsx b/web/src/components/__tests__/command-menu.test.tsx
new file mode 100644
index 0000000..0f51a57
--- /dev/null
+++ b/web/src/components/__tests__/command-menu.test.tsx
@@ -0,0 +1,130 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { QueryClient, QueryClientProvider } from '@tanstack/react-query'
+import {
+  createMemoryHistory,
+  createRootRoute,
+  createRouter,
+  RouterProvider,
+} from '@tanstack/react-router'
+import { render, screen } from '@testing-library/react'
+import userEvent from '@testing-library/user-event'
+import { afterAll, afterEach, beforeAll, expect, test } from 'vitest'
+
+import { SearchProvider } from '@/context/search-provider'
+import { ROLE } from '@/lib/roles'
+import { STATUS_QUERY_KEY } from '@/lib/status-query'
+import { useAuthStore } from '@/stores/auth-store'
+
+import { CommandMenu } from '../command-menu'
+import { Search } from '../search'
+
+const adminEntries = ['Channels', 'Models', 'Users', 'Redemption Codes']
+const superAdminEntries = ['System Info', 'Task Plugins', 'System Settings']
+
+// jsdom lacks the Web Animations API the menu's scroll area waits on.
+const getAnimationsDescriptor = Object.getOwnPropertyDescriptor(
+  HTMLElement.prototype,
+  'getAnimations'
+)
+
+beforeAll(() => {
+  Object.defineProperty(HTMLElement.prototype, 'getAnimations', {
+    configurable: true,
+    value: () => [],
+  })
+})
+
+afterAll(() => {
+  if (getAnimationsDescriptor) {
+    Object.defineProperty(
+      HTMLElement.prototype,
+      'getAnimations',
+      getAnimationsDescriptor
+    )
+  } else {
+    Reflect.deleteProperty(HTMLElement.prototype, 'getAnimations')
+  }
+})
+
+afterEach(() => {
+  useAuthStore.setState(useAuthStore.getInitialState(), true)
+  window.localStorage.clear()
+})
+
+async function searchEntriesFor(role: number, sidebarModulesAdmin = '') {
+  useAuthStore.getState().auth.setUser({ id: 1, username: 'alice', role })
+  const client = new QueryClient({
+    defaultOptions: { queries: { retry: false } },
+  })
+  client.setQueryData(STATUS_QUERY_KEY, {
+    SidebarModulesAdmin: sidebarModulesAdmin,
+  })
+  const router = createRouter({
+    routeTree: createRootRoute({
+      component: () => (
+        <SearchProvider>
+          <Search />
+          <CommandMenu />
+        </SearchProvider>
+      ),
+    }),
+    history: createMemoryHistory({ initialEntries: ['/dashboard/overview'] }),
+  })
+  await router.load()
+  render(
+    <QueryClientProvider client={client}>
+      <RouterProvider router={router} />
+    </QueryClientProvider>
+  )
+
+  await userEvent.click(await screen.findByRole('button', { name: 'Search' }))
+  const options = await screen.findAllByRole('option')
+  return options.map((option) => option.textContent)
+}
+
+test('regular users only find their own console pages in search', async () => {
+  const entries = await searchEntriesFor(ROLE.USER)
+
+  expect(entries).toEqual(
+    expect.arrayContaining(['API Keys', 'Usage Logs', 'Wallet', 'Profile'])
+  )
+  for (const entry of [...adminEntries, ...superAdminEntries]) {
+    expect(entries).not.toContain(entry)
+  }
+})
+
+test('admins find admin pages in search but not super admin pages', async () => {
+  const entries = await searchEntriesFor(ROLE.ADMIN)
+
+  expect(entries).toEqual(expect.arrayContaining(adminEntries))
+  for (const entry of superAdminEntries) {
+    expect(entries).not.toContain(entry)
+  }
+})
+
+test('pages hidden in the sidebar settings stay out of search', async () => {
+  const entries = await searchEntriesFor(
+    ROLE.USER,
+    JSON.stringify({ personal: { enabled: true, topup: false } })
+  )
+
+  expect(entries).not.toContain('Wallet')
+  expect(entries).toContain('Profile')
+})
diff --git a/web/src/components/__tests__/date-picker-locale.test.tsx b/web/src/components/__tests__/date-picker-locale.test.tsx
new file mode 100644
index 0000000..467f709
--- /dev/null
+++ b/web/src/components/__tests__/date-picker-locale.test.tsx
@@ -0,0 +1,74 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { act, render, screen } from '@testing-library/react'
+import userEvent from '@testing-library/user-event'
+import i18next from 'i18next'
+import { afterEach, expect, test, vi } from 'vitest'
+
+import { DatePicker } from '../date-picker'
+import { DateTimePicker } from '../datetime-picker'
+
+vi.mock('@/components/ui/calendar', () => ({
+  Calendar: ({ locale }: { locale?: { code?: string } }) => (
+    <div data-testid='calendar-locale'>{locale?.code ?? 'missing'}</div>
+  ),
+}))
+
+const selected = new Date('2026-10-11T00:00:00')
+
+async function setInterfaceLanguage(language: string) {
+  if (!i18next.hasResourceBundle(language, 'translation')) {
+    i18next.addResourceBundle(language, 'translation', {})
+  }
+  await act(() => i18next.changeLanguage(language))
+}
+
+async function openCalendar() {
+  await userEvent.click(screen.getByRole('button', { name: /2026-10-11/ }))
+  return screen.findByTestId('calendar-locale')
+}
+
+afterEach(async () => {
+  await act(() => i18next.changeLanguage('en'))
+})
+
+test('uses Chinese calendar locales for zhCN and zhTW in both date pickers', async () => {
+  await setInterfaceLanguage('zhCN')
+  const datePicker = render(
+    <DatePicker selected={selected} onSelect={() => undefined} />
+  )
+  expect(await openCalendar()).toHaveTextContent('zh-CN')
+  datePicker.unmount()
+
+  const dateTimePicker = render(
+    <DateTimePicker value={selected} onChange={() => undefined} />
+  )
+  expect(await openCalendar()).toHaveTextContent('zh-CN')
+  dateTimePicker.unmount()
+
+  await setInterfaceLanguage('zhTW')
+  render(<DatePicker selected={selected} onSelect={() => undefined} />)
+  expect(await openCalendar()).toHaveTextContent('zh-TW')
+})
+
+test('keeps French on the French calendar locale', async () => {
+  await setInterfaceLanguage('fr')
+  render(<DatePicker selected={selected} onSelect={() => undefined} />)
+  expect(await openCalendar()).toHaveTextContent('fr')
+})
diff --git a/web/src/components/__tests__/datetime-picker-time.test.tsx b/web/src/components/__tests__/datetime-picker-time.test.tsx
new file mode 100644
index 0000000..d42a1f4
--- /dev/null
+++ b/web/src/components/__tests__/datetime-picker-time.test.tsx
@@ -0,0 +1,74 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { fireEvent, render, screen } from '@testing-library/react'
+import { expect, test, vi } from 'vitest'
+
+import { DateTimePicker } from '../datetime-picker'
+
+test('shows the seconds of the selected time', () => {
+  render(
+    <DateTimePicker
+      value={new Date(2026, 9, 11, 8, 30, 45)}
+      onChange={() => undefined}
+    />
+  )
+  expect(screen.getByLabelText('Time')).toHaveValue('08:30:45')
+})
+
+test('keeps the seconds typed into the time field', () => {
+  const onChange = vi.fn()
+  render(
+    <DateTimePicker
+      value={new Date(2026, 9, 11, 8, 0, 0)}
+      onChange={onChange}
+    />
+  )
+  fireEvent.change(screen.getByLabelText('Time'), {
+    target: { value: '08:30:45' },
+  })
+  expect(onChange).toHaveBeenLastCalledWith(new Date(2026, 9, 11, 8, 30, 45))
+})
+
+test('reads a time without seconds as zero seconds', () => {
+  const onChange = vi.fn()
+  render(
+    <DateTimePicker
+      value={new Date(2026, 9, 11, 8, 0, 30)}
+      onChange={onChange}
+    />
+  )
+  fireEvent.change(screen.getByLabelText('Time'), {
+    target: { value: '09:15' },
+  })
+  expect(onChange).toHaveBeenLastCalledWith(new Date(2026, 9, 11, 9, 15, 0))
+})
+
+test('keeps the current time when the time field is emptied', () => {
+  const onChange = vi.fn()
+  render(
+    <DateTimePicker
+      value={new Date(2026, 9, 11, 20, 30, 45)}
+      onChange={onChange}
+    />
+  )
+  const field = screen.getByLabelText('Time')
+  fireEvent.change(field, { target: { value: '' } })
+  expect(onChange).not.toHaveBeenCalled()
+  expect(field).toHaveValue('20:30:45')
+})
diff --git a/web/src/components/ai-elements/__tests__/code-block-editor.test.tsx b/web/src/components/ai-elements/__tests__/code-block-editor.test.tsx
index 10c7c49..e4b5a6b 100644
--- a/web/src/components/ai-elements/__tests__/code-block-editor.test.tsx
+++ b/web/src/components/ai-elements/__tests__/code-block-editor.test.tsx
@@ -40,6 +40,25 @@ function editorTree(value: string) {
 }
 
 describe('CodeBlockEditor', () => {
+  test('does not add a second vertical inset to the line-number gutter for multiline source', () => {
+    const { getByRole } = render(
+      <CodeBlockEditor
+        ariaLabel='Plugin source'
+        autoFocus={false}
+        language='javascript'
+        onChange={() => undefined}
+        value={'2\n1\n1'}
+      />
+    )
+
+    const editor = getByRole('textbox', { name: 'Plugin source' })
+    const gutters = editor.querySelector('.cm-gutters')
+
+    // CodeMirror already offsets each gutter line by the content padding.
+    // Extra vertical padding here shifts every number below its source line.
+    expect(gutters).toHaveStyle({ paddingTop: '0px', paddingBottom: '0px' })
+  })
+
   test('keeps the same editor instance when value and onKeyDown change on rerender', () => {
     const { rerender } = render(editorTree('h'))
 
diff --git a/web/src/components/ai-elements/code-block.tsx b/web/src/components/ai-elements/code-block.tsx
index 4abf557..7431149 100644
--- a/web/src/components/ai-elements/code-block.tsx
+++ b/web/src/components/ai-elements/code-block.tsx
@@ -161,7 +161,8 @@ const codeMirrorTheme = EditorView.theme({
     fontFamily: 'var(--font-mono)',
     fontSize: '13px',
     lineHeight: '1.5rem',
-    padding: '1rem 1rem 1rem 0',
+    // CodeMirror already accounts for the content's vertical padding.
+    padding: '0 1rem 0 0',
   },
   '.cm-gutters:empty': {
     display: 'none',
diff --git a/web/src/components/ai-elements/prompt-input.tsx b/web/src/components/ai-elements/prompt-input.tsx
index 46ab3f6..e232b98 100644
--- a/web/src/components/ai-elements/prompt-input.tsx
+++ b/web/src/components/ai-elements/prompt-input.tsx
@@ -889,7 +889,7 @@ export const PromptInputTextarea = ({
 
   return (
     <InputGroupTextarea
-      className={cn('field-sizing-content max-h-48 min-h-16', className)}
+      className={cn('field-sizing-content max-h-48 min-h-16 break-all', className)}
       name='message'
       onCompositionEnd={() => setIsComposing(false)}
       onCompositionStart={() => setIsComposing(true)}
diff --git a/web/src/components/auto-group-order-item.tsx b/web/src/components/auto-group-order-item.tsx
new file mode 100644
index 0000000..731fe16
--- /dev/null
+++ b/web/src/components/auto-group-order-item.tsx
@@ -0,0 +1,136 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import {
+  ArrowDown01Icon,
+  ArrowUp01Icon,
+  Cancel01Icon,
+  Drag01Icon,
+} from '@hugeicons/core-free-icons'
+import { HugeiconsIcon } from '@hugeicons/react'
+import { Reorder, useDragControls } from 'motion/react'
+import type { KeyboardEvent, PointerEvent, ReactNode } from 'react'
+import { useTranslation } from 'react-i18next'
+
+import { Button } from '@/components/ui/button'
+
+type AutoGroupOrderItemProps = {
+  group: string
+  index: number
+  count: number
+  leading?: ReactNode
+  children?: ReactNode
+  onMove: (index: number, direction: 'up' | 'down') => void
+  onRemove: (group: string) => void
+}
+
+export function AutoGroupOrderItem(props: AutoGroupOrderItemProps) {
+  const { t } = useTranslation()
+  const dragControls = useDragControls()
+
+  const handleDragStart = (event: PointerEvent<HTMLButtonElement>) => {
+    dragControls.start(event)
+  }
+
+  const handleDragKeyDown = (event: KeyboardEvent<HTMLButtonElement>) => {
+    if (event.key === 'ArrowUp') {
+      event.preventDefault()
+      props.onMove(props.index, 'up')
+    }
+    if (event.key === 'ArrowDown') {
+      event.preventDefault()
+      props.onMove(props.index, 'down')
+    }
+  }
+
+  return (
+    <Reorder.Item
+      value={props.group}
+      dragListener={false}
+      dragMomentum={false}
+      dragControls={dragControls}
+      className='bg-background relative flex min-w-0 items-center gap-2 rounded-lg border p-2'
+    >
+      <Button
+        type='button'
+        variant='ghost'
+        size='icon-sm'
+        className='text-muted-foreground cursor-grab touch-none font-mono active:cursor-grabbing'
+        aria-label={t('Drag {{group}} to reorder', { group: props.group })}
+        title={t('Drag {{group}} to reorder', { group: props.group })}
+        onPointerDown={handleDragStart}
+        onKeyDown={handleDragKeyDown}
+      >
+        <HugeiconsIcon icon={Drag01Icon} strokeWidth={2} aria-hidden='true' />
+      </Button>
+      {props.leading}
+      <div className='flex min-w-0 flex-1 flex-wrap items-center gap-2'>
+        <span
+          className='min-w-0 truncate text-sm font-medium'
+          title={props.group}
+        >
+          {props.group}
+        </span>
+        {props.children}
+      </div>
+      <div className='flex shrink-0 gap-1'>
+        <Button
+          type='button'
+          variant='ghost'
+          size='icon-sm'
+          disabled={props.index === 0}
+          aria-label={t('Move {{group}} up', { group: props.group })}
+          onClick={() => props.onMove(props.index, 'up')}
+        >
+          <HugeiconsIcon
+            icon={ArrowUp01Icon}
+            strokeWidth={2}
+            aria-hidden='true'
+          />
+        </Button>
+        <Button
+          type='button'
+          variant='ghost'
+          size='icon-sm'
+          disabled={props.index === props.count - 1}
+          aria-label={t('Move {{group}} down', { group: props.group })}
+          onClick={() => props.onMove(props.index, 'down')}
+        >
+          <HugeiconsIcon
+            icon={ArrowDown01Icon}
+            strokeWidth={2}
+            aria-hidden='true'
+          />
+        </Button>
+        <Button
+          type='button'
+          variant='ghost'
+          size='icon-sm'
+          aria-label={t('Remove {{group}}', { group: props.group })}
+          onClick={() => props.onRemove(props.group)}
+        >
+          <HugeiconsIcon
+            icon={Cancel01Icon}
+            strokeWidth={2}
+            aria-hidden='true'
+          />
+        </Button>
+      </div>
+    </Reorder.Item>
+  )
+}
diff --git a/web/src/components/command-menu.tsx b/web/src/components/command-menu.tsx
index 0f4d320..015a3e3 100644
--- a/web/src/components/command-menu.tsx
+++ b/web/src/components/command-menu.tsx
@@ -16,7 +16,7 @@ along with this program. If not, see <https://www.gnu.org/licenses/>.
 
 For commercial licensing, please contact support@quantumnous.com
 */
-import { useLocation, useNavigate } from '@tanstack/react-router'
+import { useNavigate } from '@tanstack/react-router'
 import { ArrowRight, ChevronRight, Laptop, Moon, Sun } from 'lucide-react'
 import React from 'react'
 import { useTranslation } from 'react-i18next'
@@ -33,9 +33,8 @@ import {
 } from '@/components/ui/command'
 import { useSearch } from '@/context/search-provider'
 import { useTheme } from '@/context/theme-provider'
-import { useSidebarData } from '@/hooks/use-sidebar-data'
+import { useSidebarView } from '@/hooks/use-sidebar-view'
 
-import { getNavGroupsForPath } from './layout/lib/sidebar-view-registry'
 import { ScrollArea } from './ui/scroll-area'
 
 export function CommandMenu() {
@@ -43,12 +42,9 @@ export function CommandMenu() {
   const navigate = useNavigate()
   const { setTheme } = useTheme()
   const { open, setOpen } = useSearch()
-  const { pathname } = useLocation()
-  const sidebarData = useSidebarData()
-
-  // Use the active nested sidebar view's nav groups when one matches
-  // the current URL; otherwise fall back to the root navigation.
-  const navGroups = getNavGroupsForPath(pathname, t) ?? sidebarData.navGroups
+  // Offer the same pages as the sidebar, so search never lists pages the
+  // user's role or the sidebar settings hide.
+  const { navGroups } = useSidebarView()
 
   const runCommand = React.useCallback(
     (command: () => unknown) => {
@@ -67,11 +63,11 @@ export function CommandMenu() {
             <CommandEmpty>{t('No results found.')}</CommandEmpty>
             {navGroups.map((group) => (
               <CommandGroup key={group.id || group.title} heading={group.title}>
-                {group.items.map((navItem, i) => {
-                  if (navItem.url)
+                {group.items.map((navItem) => {
+                  if (navItem.url) {
                     return (
                       <CommandItem
-                        key={`${navItem.url}-${i}`}
+                        key={`${navItem.title}-${navItem.url}`}
                         value={navItem.title}
                         onSelect={() => {
                           runCommand(() => navigate({ to: navItem.url }))
@@ -83,10 +79,11 @@ export function CommandMenu() {
                         {navItem.title}
                       </CommandItem>
                     )
+                  }
 
-                  return navItem.items?.map((subItem, i) => (
+                  return navItem.items?.map((subItem) => (
                     <CommandItem
-                      key={`${navItem.title}-${subItem.url}-${i}`}
+                      key={`${navItem.title}-${subItem.url}`}
                       value={`${navItem.title}-${subItem.url}`}
                       onSelect={() => {
                         runCommand(() => navigate({ to: subItem.url }))
diff --git a/web/src/components/config-drawer.tsx b/web/src/components/config-drawer.tsx
index 6e0d18c..bd978eb 100644
--- a/web/src/components/config-drawer.tsx
+++ b/web/src/components/config-drawer.tsx
@@ -54,6 +54,7 @@ import { useThemeCustomization } from '@/context/theme-customization-provider'
 import { useTheme } from '@/context/theme-provider'
 import {
   type ContentLayout,
+  resolveThemeFont,
   THEME_PRESETS,
   type ThemeFont,
   type ThemePreset,
@@ -305,28 +306,26 @@ function PresetConfig() {
 /**
  * Font options shown in the theme drawer.
  *
- * Each option renders a live "Aa" preview in the font it represents.
- * `Auto` deliberately leaves `fontFamily` undefined so the preview inherits
- * the currently active body font — that way the user sees what `Auto` will
- * actually look like for the active preset (Anthropic → serif glyphs,
- * everything else → sans glyphs) without us having to duplicate the
- * preset-default mapping in the UI.
+ * Each option previews the font it will select, including Auto when the
+ * user currently has an explicit font selected.
  */
 const FONT_OPTIONS: {
   value: ThemeFont
   label: string
-  // CSS font-family applied to the "Aa" preview. `undefined` = inherit
-  // from the current theme (used by the `default` option).
+  // Auto resolves its preview from the active preset.
   preview?: string
 }[] = [
   { value: 'default', label: 'Auto', preview: undefined },
-  { value: 'sans', label: 'Sans', preview: 'var(--font-sans)' },
+  { value: 'sans', label: 'Sans', preview: 'var(--font-public-sans)' },
   { value: 'serif', label: 'Serif', preview: 'var(--font-serif)' },
 ]
 
 function FontConfig() {
   const { t } = useTranslation()
   const { defaults, customization, setFont } = useThemeCustomization()
+  const autoFont = resolveThemeFont('default', customization.preset)
+  const autoFontFamily =
+    autoFont === 'serif' ? 'var(--font-serif)' : 'sans-serif'
   return (
     <div>
       <SectionTitle
@@ -367,13 +366,7 @@ function FontConfig() {
               <span
                 aria-hidden='true'
                 className='text-foreground absolute inset-0 flex items-center justify-center text-lg leading-none font-medium'
-                style={
-                  option.preview
-                    ? { fontFamily: option.preview }
-                    : // `font: inherit` defers to the active theme so the
-                      // "Auto" tile previews what the resolved font will be.
-                      { font: 'inherit', fontSize: '1.125rem' }
-                }
+                style={{ fontFamily: option.preview ?? autoFontFamily }}
               >
                 Aa
               </span>
diff --git a/web/src/components/data-table/core/data-table-row.tsx b/web/src/components/data-table/core/data-table-row.tsx
index 4777f9a..705dbeb 100644
--- a/web/src/components/data-table/core/data-table-row.tsx
+++ b/web/src/components/data-table/core/data-table-row.tsx
@@ -63,6 +63,7 @@ function DataTableRowInner<TData>({
 
   return (
     <TableRow
+      data-sortable-id={row.id}
       data-state={isSelected ? 'selected' : undefined}
       className={className}
       {...rowProps}
diff --git a/web/src/components/data-table/layout/card-grid.tsx b/web/src/components/data-table/layout/card-grid.tsx
index 4d0379d..e8e9617 100644
--- a/web/src/components/data-table/layout/card-grid.tsx
+++ b/web/src/components/data-table/layout/card-grid.tsx
@@ -183,6 +183,7 @@ export function DataTableCardGrid<TData>(props: DataTableCardGridProps<TData>) {
           <div
             key={key}
             data-slot='data-table-card'
+            data-sortable-id={row.id}
             data-state={isSelected ? 'selected' : undefined}
             className={cn(
               'rounded-lg border bg-(--data-table-card-bg,var(--table-row)) px-3 py-2.5 transition-[background-color,border-color] duration-150 data-[state=selected]:[--data-table-card-bg:color-mix(in_oklch,var(--primary)_7%,var(--table-row))] data-[state=selected]:border-primary/40',
diff --git a/web/src/components/date-picker.tsx b/web/src/components/date-picker.tsx
index 12d2d30..858b741 100644
--- a/web/src/components/date-picker.tsx
+++ b/web/src/components/date-picker.tsx
@@ -17,7 +17,7 @@ along with this program. If not, see <https://www.gnu.org/licenses/>.
 For commercial licensing, please contact support@quantumnous.com
 */
 import { Calendar as CalendarIcon } from 'lucide-react'
-import { enUS, fr, ja, ru, vi, zhCN } from 'react-day-picker/locale'
+import { enUS, fr, ja, ru, vi, zhCN, zhTW } from 'react-day-picker/locale'
 import { useTranslation } from 'react-i18next'
 
 import { Button } from '@/components/ui/button'
@@ -31,7 +31,8 @@ import dayjs from '@/lib/dayjs'
 
 const calendarLocales = {
   en: enUS,
-  zh: zhCN,
+  zhCN,
+  zhTW,
   fr,
   ru,
   ja,
diff --git a/web/src/components/datetime-picker.tsx b/web/src/components/datetime-picker.tsx
index b9dd3f6..d636c63 100644
--- a/web/src/components/datetime-picker.tsx
+++ b/web/src/components/datetime-picker.tsx
@@ -18,7 +18,7 @@ For commercial licensing, please contact support@quantumnous.com
 */
 import { ChevronDownIcon } from 'lucide-react'
 import * as React from 'react'
-import { enUS, fr, ja, ru, vi, zhCN } from 'react-day-picker/locale'
+import { enUS, fr, ja, ru, vi, zhCN, zhTW } from 'react-day-picker/locale'
 import { useTranslation } from 'react-i18next'
 
 import { Button } from '@/components/ui/button'
@@ -34,7 +34,8 @@ import { cn } from '@/lib/utils'
 
 const calendarLocales = {
   en: enUS,
-  zh: zhCN,
+  zhCN,
+  zhTW,
   fr,
   ru,
   ja,
@@ -62,23 +63,21 @@ export function DateTimePicker({
   const [open, setOpen] = React.useState(false)
   const [date, setDate] = React.useState<Date | undefined>(value)
   const [month, setMonth] = React.useState<Date | undefined>(value)
-  const [time, setTime] = React.useState<string>('00:00')
+  const [time, setTime] = React.useState<string>('00:00:00')
 
   React.useEffect(() => {
     setDate(value)
     setMonth(value)
     if (value) {
-      const hours = value.getHours().toString().padStart(2, '0')
-      const minutes = value.getMinutes().toString().padStart(2, '0')
-      setTime(`${hours}:${minutes}`)
+      setTime(dayjs(value).format('HH:mm:ss'))
     }
   }, [value])
 
   const handleDateSelect = (selectedDate: Date | undefined) => {
     if (selectedDate) {
-      const [hours, minutes] = time.split(':').map(Number)
+      const [hours, minutes, seconds = 0] = time.split(':').map(Number)
       const newDate = new Date(selectedDate)
-      newDate.setHours(hours, minutes, 0, 0)
+      newDate.setHours(hours, minutes, seconds, 0)
       setDate(newDate)
       setMonth(newDate)
       onChange?.(newDate)
@@ -92,12 +91,16 @@ export function DateTimePicker({
 
   const handleTimeChange = (e: React.ChangeEvent<HTMLInputElement>) => {
     const newTime = e.target.value
+    // The browser reports an emptied or half-cleared field as ''. Keep the
+    // current time: the field shows it again and no invalid date goes out.
+    if (!newTime) return
     setTime(newTime)
 
     if (date) {
-      const [hours, minutes] = newTime.split(':').map(Number)
+      // A browser may omit :00 seconds from the value.
+      const [hours, minutes, seconds = 0] = newTime.split(':').map(Number)
       const newDate = new Date(date)
-      newDate.setHours(hours, minutes, 0, 0)
+      newDate.setHours(hours, minutes, seconds, 0)
       setDate(newDate)
       onChange?.(newDate)
     }
@@ -106,7 +109,7 @@ export function DateTimePicker({
   const handleClear = () => {
     setDate(undefined)
     setMonth(undefined)
-    setTime('00:00')
+    setTime('00:00:00')
     onChange?.(undefined)
   }
 
@@ -143,7 +146,9 @@ export function DateTimePicker({
       </Popover>
       <Input
         type='time'
+        step={1}
         value={time}
+        aria-label={t('Time')}
         onChange={handleTimeChange}
         className='w-32 appearance-none [&::-webkit-calendar-picker-indicator]:hidden [&::-webkit-calendar-picker-indicator]:appearance-none'
         disabled={!date}
diff --git a/web/src/components/dialog.tsx b/web/src/components/dialog.tsx
index d31eddd..1c5aa72 100644
--- a/web/src/components/dialog.tsx
+++ b/web/src/components/dialog.tsx
@@ -71,7 +71,7 @@ export function Dialog({
       {trigger ? <DialogTrigger render={trigger} /> : null}
       <DialogContent
         className={cn(
-          'flex max-h-[calc(100vh-2rem)] w-full flex-col gap-4 overflow-hidden p-4 sm:max-w-2xl sm:p-6',
+          'flex w-full flex-col gap-4 overflow-x-hidden overflow-y-auto p-4 sm:max-w-2xl sm:p-6',
           contentClassName,
           dialogContentMotionClassName
         )}
@@ -97,7 +97,7 @@ export function Dialog({
         <div
           className={cn(
             '-mx-1 min-h-0 overflow-x-hidden overflow-y-auto overscroll-contain',
-            'h-[var(--dialog-content-height)] max-h-[calc(100vh-14rem)]'
+            'h-[var(--dialog-content-height)]'
           )}
         >
           <div
diff --git a/web/src/components/floating-window.tsx b/web/src/components/floating-window.tsx
index af7b346..9aca191 100644
--- a/web/src/components/floating-window.tsx
+++ b/web/src/components/floating-window.tsx
@@ -16,6 +16,8 @@ along with this program. If not, see <https://www.gnu.org/licenses/>.
 
 For commercial licensing, please contact support@quantumnous.com
 */
+import { ArrowExpand02Icon } from '@hugeicons/core-free-icons'
+import { HugeiconsIcon } from '@hugeicons/react'
 import { ChevronsUpDown, GripHorizontal, X } from 'lucide-react'
 import {
   type PointerEvent as ReactPointerEvent,
@@ -60,6 +62,8 @@ type FloatingWindowProps = {
    * key so the window reopens where and how the user left it.
    */
   storageKey?: string
+  /** A new request expands the window without resetting its position or size. */
+  expandRequest?: number
   className?: string
 }
 
@@ -88,7 +92,7 @@ const RESIZE_HANDLE_CLASS: Record<ResizeDirection, string> = {
   w: 'top-2 bottom-2 left-0 w-1.5 cursor-ew-resize',
   ne: 'top-0 right-0 size-3 cursor-nesw-resize',
   nw: 'top-0 left-0 size-3 cursor-nwse-resize',
-  se: 'bottom-0 right-0 size-3 cursor-nwse-resize',
+  se: 'bottom-0 right-0 size-8 cursor-nwse-resize',
   sw: 'bottom-0 left-0 size-3 cursor-nesw-resize',
 }
 
@@ -199,7 +203,8 @@ export function FloatingWindow(props: FloatingWindowProps) {
         size.width
       ),
       size,
-      collapsed: stored?.collapsed ?? false,
+      collapsed:
+        props.expandRequest === undefined && (stored?.collapsed ?? false),
     }
   })
   const windowRef = useRef<HTMLElement>(null)
@@ -217,6 +222,13 @@ export function FloatingWindow(props: FloatingWindowProps) {
     size: { width: number; height: number }
   } | null>(null)
 
+  useEffect(() => {
+    if (props.expandRequest === undefined) return
+    setState((previous) =>
+      previous.collapsed ? { ...previous, collapsed: false } : previous
+    )
+  }, [props.expandRequest])
+
   useEffect(() => {
     if (!props.storageKey) return
     try {
@@ -455,6 +467,9 @@ export function FloatingWindow(props: FloatingWindowProps) {
           {props.footer}
         </footer>
       )}
+      <div className='border-border/50 bg-muted/30 text-muted-foreground flex h-8 shrink-0 items-center justify-end border-t pr-9 pl-4 text-xs select-none'>
+        {t('Drag to resize')}
+      </div>
       {RESIZE_DIRECTIONS.map((direction) => (
         <div
           key={direction}
@@ -464,13 +479,23 @@ export function FloatingWindow(props: FloatingWindowProps) {
           aria-hidden='true'
           className={cn(
             'absolute z-10 touch-none',
-            RESIZE_HANDLE_CLASS[direction]
+            RESIZE_HANDLE_CLASS[direction],
+            direction === 'se' &&
+              'text-muted-foreground hover:bg-accent hover:text-accent-foreground flex items-center justify-center rounded-tl-md'
           )}
           onPointerDown={(event) => handleResizeStart(event, direction)}
           onPointerMove={handleResizeMove}
           onPointerUp={handleResizeEnd}
           onPointerCancel={handleResizeEnd}
-        />
+        >
+          {direction === 'se' && (
+            <HugeiconsIcon
+              icon={ArrowExpand02Icon}
+              className='pointer-events-none size-4'
+              aria-hidden='true'
+            />
+          )}
+        </div>
       ))}
     </aside>
   )
diff --git a/web/src/components/floating-window/__tests__/floating-window.test.tsx b/web/src/components/floating-window/__tests__/floating-window.test.tsx
index 6dbcb79..3cfd2db 100644
--- a/web/src/components/floating-window/__tests__/floating-window.test.tsx
+++ b/web/src/components/floating-window/__tests__/floating-window.test.tsx
@@ -76,10 +76,13 @@ function resizeHandle(direction: string) {
   return handle
 }
 
-test('dragging the bottom-right corner grows both dimensions from the rendered size and persists them', () => {
+test('the visible resize hint leads to a bottom-right grip that grows both dimensions and persists them', () => {
   renderWindow({ storageKey: 'scratch' })
   const window_ = screen.getByRole('complementary', { name: 'Scratch pad' })
   const handle = resizeHandle('se')
+  expect(screen.getByText('Drag to resize')).toBeVisible()
+  expect(handle.querySelector('svg')).toBeVisible()
+  expect(handle).toHaveClass('size-8', 'cursor-nwse-resize')
   fireEvent.pointerDown(handle, {
     button: 0,
     pointerId: 3,
@@ -145,11 +148,13 @@ test('collapses to a pill that keeps the title and reopens, and the close contro
   ).not.toBeInTheDocument()
   expect(screen.getByText('Scratch pad')).toBeVisible()
   expect(screen.queryByText('body')).not.toBeInTheDocument()
+  expect(screen.queryByText('Drag to resize')).not.toBeInTheDocument()
 
   await user.click(screen.getByRole('button', { name: 'Expand panel' }))
   expect(
     screen.getByRole('complementary', { name: 'Scratch pad' })
   ).toBeVisible()
+  expect(screen.getByText('Drag to resize')).toBeVisible()
   await user.click(screen.getByRole('button', { name: 'Close panel' }))
   expect(onClose).toHaveBeenCalledTimes(1)
 })
diff --git a/web/src/components/layout/components/authenticated-layout.tsx b/web/src/components/layout/components/authenticated-layout.tsx
index 237031a..8c08c38 100644
--- a/web/src/components/layout/components/authenticated-layout.tsx
+++ b/web/src/components/layout/components/authenticated-layout.tsx
@@ -16,6 +16,7 @@ along with this program. If not, see <https://www.gnu.org/licenses/>.
 
 For commercial licensing, please contact support@quantumnous.com
 */
+import { CommandMenu } from '@/components/command-menu'
 import { AnimatedOutlet } from '@/components/page-transition'
 import { SkipToMain } from '@/components/skip-to-main'
 import { SidebarInset, SidebarProvider } from '@/components/ui/sidebar'
@@ -54,6 +55,7 @@ export function AuthenticatedLayout(props: AuthenticatedLayoutProps) {
             </SidebarInset>
           </div>
         </SidebarProvider>
+        <CommandMenu />
       </SearchProvider>
     </LayoutProvider>
   )
diff --git a/web/src/components/layout/components/footer.tsx b/web/src/components/layout/components/footer.tsx
index 60bfb3f..9ad26ca 100644
--- a/web/src/components/layout/components/footer.tsx
+++ b/web/src/components/layout/components/footer.tsx
@@ -153,14 +153,7 @@ export function ServiceSupportAttribution() {
   const { t } = useTranslation()
   return (
     <span className='text-muted-foreground/60 text-xs'>
-      <a
-        href='https://www.crash.work/'
-        target='_blank'
-        rel='noopener noreferrer'
-        className='text-foreground/70 hover:text-foreground font-medium transition-colors'
-      >
-        {t('Service support provided by Crash Workshop Cloud Computing')}
-      </a>
+      CrashWork 破碎工坊
     </span>
   )
 }
diff --git a/web/src/components/layout/components/section-page-layout.tsx b/web/src/components/layout/components/section-page-layout.tsx
index 20f6ced..d9968fd 100644
--- a/web/src/components/layout/components/section-page-layout.tsx
+++ b/web/src/components/layout/components/section-page-layout.tsx
@@ -98,7 +98,7 @@ export function SectionPageLayout(props: SectionPageLayoutProps) {
               </h2>
             </div>
             {actions != null && (
-              <div className='flex shrink-0 flex-wrap items-center justify-end gap-2 sm:gap-x-4'>
+              <div className='flex max-w-full shrink-0 flex-wrap items-center justify-end gap-2 sm:gap-x-4'>
                 {actions}
               </div>
             )}
diff --git a/web/src/components/layout/index.ts b/web/src/components/layout/index.ts
index fe5ae17..dcb0b0a 100644
--- a/web/src/components/layout/index.ts
+++ b/web/src/components/layout/index.ts
@@ -47,10 +47,7 @@ export { defaultTopNavLinks } from './config/top-nav.config'
 export { MOBILE_DRAWER_ANIMATION, MOBILE_DRAWER_CONFIG } from './constants'
 
 // Sidebar view registry
-export {
-  getNavGroupsForPath,
-  resolveSidebarView,
-} from './lib/sidebar-view-registry'
+export { resolveSidebarView } from './lib/sidebar-view-registry'
 
 // Type exports (type-only to avoid conflicts with components above)
 export type {
diff --git a/web/src/components/layout/lib/sidebar-view-registry.ts b/web/src/components/layout/lib/sidebar-view-registry.ts
index a9632a8..0ad7d92 100644
--- a/web/src/components/layout/lib/sidebar-view-registry.ts
+++ b/web/src/components/layout/lib/sidebar-view-registry.ts
@@ -16,10 +16,8 @@ along with this program. If not, see <https://www.gnu.org/licenses/>.
 
 For commercial licensing, please contact support@quantumnous.com
 */
-import { type TFunction } from 'i18next'
-
 import { SYSTEM_SETTINGS_VIEW } from '../config/system-settings.config'
-import type { NavGroup, SidebarView } from '../types'
+import type { SidebarView } from '../types'
 
 /**
  * Registered nested sidebar views.
@@ -41,19 +39,3 @@ const SIDEBAR_VIEWS: readonly SidebarView[] = [SYSTEM_SETTINGS_VIEW]
 export function resolveSidebarView(pathname: string): SidebarView | null {
   return SIDEBAR_VIEWS.find((view) => view.pathPattern.test(pathname)) ?? null
 }
-
-/**
- * Backwards-compatible helper for consumers (e.g. command palette) that
- * just need the navigation groups for the current path, without caring
- * about the view metadata.
- *
- * @returns Nav groups for the matched view, or `null` if no nested view
- *          matches (callers should then fall back to root nav groups).
- */
-export function getNavGroupsForPath(
-  pathname: string,
-  t: TFunction
-): NavGroup[] | null {
-  const view = resolveSidebarView(pathname)
-  return view ? view.getNavGroups(t) : null
-}
diff --git a/web/src/components/model-group-selector.tsx b/web/src/components/model-group-selector.tsx
index 860344a..900cb93 100644
--- a/web/src/components/model-group-selector.tsx
+++ b/web/src/components/model-group-selector.tsx
@@ -62,6 +62,7 @@ import {
 import { useIsMobile } from '@/hooks/use-mobile'
 import { cn } from '@/lib/utils'
 
+import { formatGroupDetail } from './model-group-selector/group-detail'
 import {
   modelGroupSelectorLayoutClasses,
   scrollSelectedOptionIntoView,
@@ -77,7 +78,7 @@ interface ModelOption {
 interface GroupOption {
   label: string
   value: string
-  ratio?: number
+  ratio?: number | string
   desc?: string
   description?: string
 }
@@ -440,13 +441,7 @@ export const GroupSelector: React.FC<GroupSelectorProps> = React.memo(
                     </span>
                     {(group.desc || group.description) && (
                       <div className='text-muted-foreground truncate text-[9px] leading-tight'>
-                        {group.desc || group.description}
-                        {group.ratio && (
-                          <>
-                            {' · '}
-                            {t('Ratio: {{value}}', { value: group.ratio })}
-                          </>
-                        )}
+                        {formatGroupDetail(group, t)}
                       </div>
                     )}
                   </div>
@@ -500,15 +495,7 @@ export const GroupSelector: React.FC<GroupSelectorProps> = React.memo(
                       </span>
                       {(group.desc || group.description) && (
                         <div className='text-muted-foreground mt-0.5 text-xs'>
-                          {group.desc || group.description}
-                          {group.ratio && (
-                            <>
-                              {' · '}
-                              {t('Ratio: {{value}}', {
-                                value: group.ratio,
-                              })}
-                            </>
-                          )}
+                          {formatGroupDetail(group, t)}
                         </div>
                       )}
                     </div>
diff --git a/web/src/components/model-group-selector/__tests__/group-detail.test.ts b/web/src/components/model-group-selector/__tests__/group-detail.test.ts
new file mode 100644
index 0000000..524092a
--- /dev/null
+++ b/web/src/components/model-group-selector/__tests__/group-detail.test.ts
@@ -0,0 +1,56 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { createInstance } from 'i18next'
+import { describe, expect, test } from 'vitest'
+
+import { formatGroupDetail } from '../group-detail'
+
+describe('model group selector group detail', () => {
+  test('translates the backend description key and the auto ratio when the language is Chinese', async () => {
+    const i18n = createInstance()
+    await i18n.init({
+      lng: 'zh',
+      resources: {
+        zh: {
+          translation: {
+            'User group': '用户分组',
+            Auto: '自动',
+            'Ratio: {{value}}': '倍率：{{value}}',
+          },
+        },
+      },
+    })
+
+    expect(
+      formatGroupDetail({ desc: 'User group', ratio: 'auto' }, i18n.t)
+    ).toBe('用户分组 · 倍率：自动')
+  })
+
+  test('keeps an administrator description and a numeric ratio as written', async () => {
+    const i18n = createInstance()
+    await i18n.init({ lng: 'en', resources: { en: { translation: {} } } })
+
+    expect(formatGroupDetail({ desc: 'VIP 专线', ratio: 1.5 }, i18n.t)).toBe(
+      'VIP 专线 · Ratio: 1.5'
+    )
+    expect(formatGroupDetail({ description: 'No ratio' }, i18n.t)).toBe(
+      'No ratio'
+    )
+  })
+})
diff --git a/web/src/components/model-group-selector/group-detail.ts b/web/src/components/model-group-selector/group-detail.ts
new file mode 100644
index 0000000..8d77222
--- /dev/null
+++ b/web/src/components/model-group-selector/group-detail.ts
@@ -0,0 +1,42 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { translateServerText } from '@/lib/server-error-message'
+
+export interface GroupDetailSource {
+  ratio?: number | string
+  desc?: string
+  description?: string
+}
+
+/**
+ * The line under a group name: its description and billing ratio. Built-in
+ * descriptions arrive as English source keys, and the auto group has a
+ * non-numeric ratio.
+ */
+export function formatGroupDetail(
+  group: GroupDetailSource,
+  t: (key: string, options?: Record<string, unknown>) => string
+): string {
+  const description = group.desc
+    ? translateServerText(t, group.desc)
+    : (group.description ?? '')
+  if (!group.ratio) return description
+  const value = typeof group.ratio === 'number' ? group.ratio : t('Auto')
+  return `${description} · ${t('Ratio: {{value}}', { value })}`
+}
diff --git a/web/src/components/multi-select.tsx b/web/src/components/multi-select.tsx
index 30f4376..89e2cc2 100644
--- a/web/src/components/multi-select.tsx
+++ b/web/src/components/multi-select.tsx
@@ -47,6 +47,11 @@ export type Option = {
    * values also carry a marker icon whose tooltip repeats the hint.
    */
   hint?: string
+  /**
+   * Leading icon rendered before the label in the dropdown and on the chip.
+   * Decorative only: it never changes the accessible name.
+   */
+  icon?: React.ReactNode
 }
 
 interface MultiSelectProps {
@@ -153,6 +158,14 @@ export function MultiSelect(props: MultiSelectProps) {
     return map
   }, [props.options])
 
+  const iconMap = React.useMemo(() => {
+    const map = new Map<string, React.ReactNode>()
+    for (const option of props.options) {
+      if (option.icon) map.set(option.value, option.icon)
+    }
+    return map
+  }, [props.options])
+
   const trimmedInput = inputValue.trim()
   const inputMatchesExisting =
     trimmedInput.length > 0 &&
@@ -316,8 +329,17 @@ export function MultiSelect(props: MultiSelectProps) {
                 {visibleValues.map((value) => {
                   const label = labelMap.get(value) ?? value
                   const hint = hintMap.get(value)
+                  const icon = iconMap.get(value)
                   return (
                     <ComboboxChip key={value}>
+                      {icon && (
+                        <span
+                          aria-hidden='true'
+                          className='inline-flex shrink-0'
+                        >
+                          {icon}
+                        </span>
+                      )}
                       {props.copyChipOnClick ? (
                         <button
                           type='button'
@@ -401,6 +423,7 @@ export function MultiSelect(props: MultiSelectProps) {
               const isCreate = canCreate && item === trimmedInput
               const label = labelMap.get(item) ?? item
               const hint = hintMap.get(item)
+              const icon = iconMap.get(item)
               return (
                 <ComboboxItem
                   key={item}
@@ -424,6 +447,14 @@ export function MultiSelect(props: MultiSelectProps) {
                     </>
                   ) : (
                     <>
+                      {icon && (
+                        <span
+                          aria-hidden='true'
+                          className='inline-flex shrink-0'
+                        >
+                          {icon}
+                        </span>
+                      )}
                       <span className='truncate'>{label}</span>
                       {hint && (
                         <span
diff --git a/web/src/components/multi-select/__tests__/option-icon.test.tsx b/web/src/components/multi-select/__tests__/option-icon.test.tsx
new file mode 100644
index 0000000..5ffbd10
--- /dev/null
+++ b/web/src/components/multi-select/__tests__/option-icon.test.tsx
@@ -0,0 +1,53 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { render, screen, within } from '@testing-library/react'
+import userEvent from '@testing-library/user-event'
+import { expect, test } from 'vitest'
+
+import { MultiSelect } from '@/components/multi-select'
+
+test('option icons render beside the label on chips and in the dropdown without changing accessible names', async () => {
+  const user = userEvent.setup()
+  render(
+    <MultiSelect
+      options={[
+        {
+          value: 'doubao',
+          label: 'Doubao',
+          icon: <span data-testid='icon-doubao' />,
+        },
+        { value: 'plain', label: 'plain' },
+      ]}
+      selected={['doubao']}
+      onChange={() => undefined}
+    />
+  )
+
+  const chipIcon = screen.getByTestId('icon-doubao')
+  expect(chipIcon).toBeVisible()
+  expect(chipIcon.parentElement).toHaveAttribute('aria-hidden', 'true')
+  expect(screen.getByText('Doubao')).toBeVisible()
+
+  await user.click(screen.getByRole('combobox'))
+  const option = screen.getByRole('option', { name: 'Doubao' })
+  expect(within(option).getByTestId('icon-doubao')).toBeInTheDocument()
+  expect(
+    within(screen.getByRole('option', { name: 'plain' })).queryByTestId(/icon-/)
+  ).not.toBeInTheDocument()
+})
diff --git a/web/src/components/permission-matrix.tsx b/web/src/components/permission-matrix.tsx
new file mode 100644
index 0000000..34fc707
--- /dev/null
+++ b/web/src/components/permission-matrix.tsx
@@ -0,0 +1,238 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { Check, ChevronDown, Info } from 'lucide-react'
+import { useId } from 'react'
+import { useTranslation } from 'react-i18next'
+
+import { Badge } from '@/components/ui/badge'
+import { Button } from '@/components/ui/button'
+import {
+  Collapsible,
+  CollapsibleContent,
+  CollapsibleTrigger,
+} from '@/components/ui/collapsible'
+import { Toggle } from '@/components/ui/toggle'
+import {
+  Tooltip,
+  TooltipContent,
+  TooltipTrigger,
+} from '@/components/ui/tooltip'
+import type {
+  AdminPermissionMatrix,
+  PermissionResourceDef,
+} from '@/lib/admin-permissions'
+import { cn } from '@/lib/utils'
+
+export type PermissionMatrixGroup = {
+  key: string
+  labelKey: string
+  resources: PermissionResourceDef[]
+}
+
+type PermissionMatrixProps = {
+  value: AdminPermissionMatrix
+  onChange: (value: AdminPermissionMatrix) => void
+  disabled?: boolean
+} & (
+  | { resources: PermissionResourceDef[] }
+  // Groups render as collapsible sections with a selection count and a
+  // select-all action.
+  | { groups: PermissionMatrixGroup[] }
+)
+
+type PermissionResourceRowProps = {
+  idPrefix: string
+  resource: PermissionResourceDef
+  value: AdminPermissionMatrix
+  onChange: (value: AdminPermissionMatrix) => void
+  disabled?: boolean
+  className: string
+}
+
+// PermissionMatrix renders one toggle per resource action of a permission
+// catalog. Each resource lists its action descriptions in a tooltip, and the
+// toggles announce them as their descriptions.
+export function PermissionMatrix(props: PermissionMatrixProps) {
+  const { t } = useTranslation()
+  const idPrefix = useId()
+  if (!('groups' in props)) {
+    return (
+      <div className='divide-y rounded-md border'>
+        {props.resources.map((resource) => (
+          <PermissionResourceRow
+            key={resource.resource}
+            idPrefix={idPrefix}
+            resource={resource}
+            value={props.value}
+            onChange={props.onChange}
+            disabled={props.disabled}
+            className='px-3'
+          />
+        ))}
+      </div>
+    )
+  }
+  return (
+    <div className='divide-y rounded-md border'>
+      {props.groups.map((group) => {
+        const label = t(group.labelKey)
+        const cells = group.resources.flatMap((resource) =>
+          resource.actions.map(
+            (option) => props.value[resource.resource]?.[option.action] === true
+          )
+        )
+        const selected = cells.filter(Boolean).length
+        const allSelected = selected === cells.length
+        return (
+          <section key={group.key} aria-label={label}>
+            <Collapsible defaultOpen>
+              <div className='flex items-center gap-2 px-3 py-2'>
+                <CollapsibleTrigger className='group/trigger flex flex-1 items-center gap-2 text-left text-sm font-medium'>
+                  <ChevronDown
+                    className='text-muted-foreground size-4 -rotate-90 transition-transform group-data-[panel-open]/trigger:rotate-0'
+                    aria-hidden='true'
+                  />
+                  {label}
+                  <Badge variant='secondary' className='tabular-nums'>
+                    {t('Selected {{selected}} / {{total}}', {
+                      selected,
+                      total: cells.length,
+                    })}
+                  </Badge>
+                </CollapsibleTrigger>
+                <Button
+                  type='button'
+                  variant='ghost'
+                  size='sm'
+                  className='h-7 text-xs'
+                  disabled={props.disabled}
+                  onClick={() => {
+                    const next = { ...props.value }
+                    for (const resource of group.resources) {
+                      const actions = { ...next[resource.resource] }
+                      for (const option of resource.actions) {
+                        actions[option.action] = !allSelected
+                      }
+                      next[resource.resource] = actions
+                    }
+                    props.onChange(next)
+                  }}
+                >
+                  {allSelected ? t('Clear') : t('Select all')}
+                </Button>
+              </div>
+              <CollapsibleContent>
+                <div className='divide-y border-t'>
+                  {group.resources.map((resource) => (
+                    <PermissionResourceRow
+                      key={resource.resource}
+                      idPrefix={idPrefix}
+                      resource={resource}
+                      value={props.value}
+                      onChange={props.onChange}
+                      disabled={props.disabled}
+                      className='pr-3 pl-9'
+                    />
+                  ))}
+                </div>
+              </CollapsibleContent>
+            </Collapsible>
+          </section>
+        )
+      })}
+    </div>
+  )
+}
+
+function PermissionResourceRow(props: PermissionResourceRowProps) {
+  const { t } = useTranslation()
+  const resource = props.resource
+  const label = t(resource.label_key)
+  return (
+    <div
+      role='group'
+      aria-label={label}
+      className={cn('flex items-start gap-3 py-2', props.className)}
+    >
+      <div className='flex w-32 shrink-0 items-center gap-1.5 pt-1 text-sm'>
+        {label}
+        <Tooltip>
+          <TooltipTrigger
+            render={
+              <button
+                type='button'
+                className='text-muted-foreground hover:text-foreground inline-flex'
+                aria-label={t('Details')}
+              />
+            }
+          >
+            <Info className='size-3.5' aria-hidden='true' />
+          </TooltipTrigger>
+          <TooltipContent className='block max-w-sm py-2 text-left'>
+            <dl className='space-y-1.5'>
+              {resource.actions.map((option) => (
+                <div key={option.action}>
+                  <dt className='font-medium'>{t(option.label_key)}</dt>
+                  <dd className='opacity-80'>{t(option.description_key)}</dd>
+                </div>
+              ))}
+            </dl>
+          </TooltipContent>
+        </Tooltip>
+      </div>
+      <div className='flex min-w-0 flex-1 flex-wrap gap-1.5'>
+        {resource.actions.map((option) => {
+          const pressed =
+            props.value[resource.resource]?.[option.action] === true
+          const descriptionId = `${props.idPrefix}-${resource.resource}-${option.action}`
+          return (
+            <Toggle
+              key={option.action}
+              variant='outline'
+              size='sm'
+              pressed={pressed}
+              disabled={props.disabled}
+              aria-describedby={descriptionId}
+              onPressedChange={(next) => {
+                props.onChange({
+                  ...props.value,
+                  [resource.resource]: {
+                    ...props.value[resource.resource],
+                    [option.action]: next,
+                  },
+                })
+              }}
+              className={cn(
+                'h-auto min-h-7 max-w-full font-normal whitespace-normal',
+                pressed &&
+                  'border-primary bg-primary/10! text-primary hover:bg-primary/15'
+              )}
+            >
+              {pressed && <Check aria-hidden='true' />}
+              {t(option.label_key)}
+              <span id={descriptionId} hidden>
+                {t(option.description_key)}
+              </span>
+            </Toggle>
+          )
+        })}
+      </div>
+    </div>
+  )
+}
diff --git a/web/src/components/ui/__tests__/dialog-layout.test.tsx b/web/src/components/ui/__tests__/dialog-layout.test.tsx
new file mode 100644
index 0000000..16822b4
--- /dev/null
+++ b/web/src/components/ui/__tests__/dialog-layout.test.tsx
@@ -0,0 +1,107 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { render, screen } from '@testing-library/react'
+import userEvent from '@testing-library/user-event'
+import { describe, expect, test, vi } from 'vitest'
+
+import { ConfirmDialog } from '@/components/confirm-dialog'
+import { Dialog } from '@/components/dialog'
+import { Button } from '@/components/ui/button'
+
+import { Dialog as DialogRoot, DialogContent, DialogTitle } from '../dialog'
+
+describe('dialog viewport layout', () => {
+  test('long content shrinks independently of a stacked action footer', async () => {
+    const onConfirm = vi.fn()
+    render(
+      <Dialog
+        open
+        title='System updates'
+        contentHeight='720px'
+        footer={
+          <>
+            <Button onClick={onConfirm}>Check again</Button>
+            <Button>Ignore this version</Button>
+            <Button>Go to GitHub</Button>
+          </>
+        }
+      >
+        <p>Long release notes</p>
+      </Dialog>
+    )
+    const dialog = screen.getByRole('dialog', { name: 'System updates' })
+    // Keep a dynamic-viewport fallback when global CSS variables are missing.
+    expect(dialog).toHaveClass(
+      'max-h-[var(--dialog-available-height,calc(100dvh-2rem))]'
+    )
+    expect(dialog).toHaveClass('top-[var(--dialog-viewport-center,50dvh)]')
+    // If header and footer alone exceed a short viewport, the popup itself
+    // must remain scrollable instead of clipping its actions.
+    expect(dialog).toHaveClass('overflow-y-auto', 'overscroll-contain')
+    const body =
+      screen.getByText('Long release notes').parentElement?.parentElement
+    expect(body).toHaveClass('min-h-0', 'overflow-y-auto')
+    expect(body).not.toHaveClass('max-h-[calc(100vh-14rem)]')
+    const footer = dialog.querySelector('[data-slot=dialog-footer]')
+    expect(footer).toHaveClass('flex-shrink-0')
+    expect(body?.contains(footer)).toBe(false)
+    await userEvent.click(screen.getByRole('button', { name: 'Check again' }))
+    expect(onConfirm).toHaveBeenCalledOnce()
+  })
+
+  test('unwrapped dialogs bound and scroll long content within the visible viewport', () => {
+    render(
+      <DialogRoot open>
+        <DialogContent>
+          <DialogTitle>Long dialog</DialogTitle>
+          <p>Long content</p>
+        </DialogContent>
+      </DialogRoot>
+    )
+    expect(screen.getByRole('dialog', { name: 'Long dialog' })).toHaveClass(
+      'top-[var(--dialog-viewport-center,50dvh)]',
+      'max-h-[var(--dialog-available-height,calc(100dvh-2rem))]',
+      'overflow-y-auto',
+      'overscroll-contain'
+    )
+  })
+
+  test('confirmation dialogs scroll overflowing content and keep confirmation usable', async () => {
+    const onConfirm = vi.fn()
+    render(
+      <ConfirmDialog
+        open
+        onOpenChange={() => {}}
+        title='Confirm changes'
+        desc='A long confirmation description'
+        handleConfirm={onConfirm}
+      />
+    )
+    expect(
+      screen.getByRole('alertdialog', { name: 'Confirm changes' })
+    ).toHaveClass(
+      'top-[var(--dialog-viewport-center,50dvh)]',
+      'max-h-[var(--dialog-available-height,calc(100dvh-2rem))]',
+      'overflow-y-auto',
+      'overscroll-contain'
+    )
+    await userEvent.click(screen.getByRole('button', { name: 'Continue' }))
+    expect(onConfirm).toHaveBeenCalledOnce()
+  })
+})
diff --git a/web/src/components/ui/__tests__/markdown.test.tsx b/web/src/components/ui/__tests__/markdown.test.tsx
new file mode 100644
index 0000000..6d4171a
--- /dev/null
+++ b/web/src/components/ui/__tests__/markdown.test.tsx
@@ -0,0 +1,68 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { render } from '@testing-library/react'
+import { expect, test } from 'vitest'
+
+import { Markdown } from '../markdown'
+
+test.each([
+  ['inline', 'Formula: $$\\frac{1}{2}$$.'],
+  ['display', '$$\n\\frac{1}{2}\n$$'],
+  ['fenced', '```math\n\\frac{1}{2}\n```'],
+])('preserves MathML and visual output when rendering %s math', (_, source) => {
+  const view = render(<Markdown>{source}</Markdown>)
+  const math = view.getByRole('math', { hidden: true })
+
+  expect(math.querySelector('mfrac')).not.toBeNull()
+  expect(math.querySelector('annotation')).toHaveTextContent('\\frac{1}{2}')
+  expect(view.container.querySelector('.katex-html')).toHaveAttribute(
+    'aria-hidden',
+    'true'
+  )
+})
+
+test('does not load math resources when trust is inherited from a polluted prototype', () => {
+  const originalTrust = Object.getOwnPropertyDescriptor(
+    Object.prototype,
+    'trust'
+  )
+
+  try {
+    Object.defineProperty(Object.prototype, 'trust', {
+      configurable: true,
+      value: true,
+      writable: true,
+    })
+
+    const view = render(
+      <Markdown>
+        {'$$\\includegraphics{https://example.com/untrusted.png}$$'}
+      </Markdown>
+    )
+
+    expect(view.container.querySelector('img')).toBeNull()
+    expect(view.container).toHaveTextContent('\\includegraphics')
+  } finally {
+    if (originalTrust) {
+      Object.defineProperty(Object.prototype, 'trust', originalTrust)
+    } else {
+      Reflect.deleteProperty(Object.prototype, 'trust')
+    }
+  }
+})
diff --git a/web/src/components/ui/alert-dialog.tsx b/web/src/components/ui/alert-dialog.tsx
index ae07eba..3aaf075 100644
--- a/web/src/components/ui/alert-dialog.tsx
+++ b/web/src/components/ui/alert-dialog.tsx
@@ -70,7 +70,7 @@ function AlertDialogContent({
         data-slot='alert-dialog-content'
         data-size={size}
         className={cn(
-          'group/alert-dialog-content bg-popover text-popover-foreground ring-foreground/10 data-open:animate-in data-open:fade-in-0 data-open:zoom-in-95 data-closed:animate-out data-closed:fade-out-0 data-closed:zoom-out-95 fixed top-1/2 left-1/2 z-50 grid w-full -translate-x-1/2 -translate-y-1/2 gap-4 rounded-xl p-4 ring-1 duration-100 outline-none data-[size=default]:max-w-xs data-[size=sm]:max-w-xs data-[size=default]:sm:max-w-sm',
+          'group/alert-dialog-content bg-popover text-popover-foreground ring-foreground/10 data-open:animate-in data-open:fade-in-0 data-open:zoom-in-95 data-closed:animate-out data-closed:fade-out-0 data-closed:zoom-out-95 fixed top-[var(--dialog-viewport-center,50dvh)] left-1/2 z-50 grid max-h-[var(--dialog-available-height,calc(100dvh-2rem))] w-full overflow-y-auto overscroll-contain -translate-x-1/2 -translate-y-1/2 gap-4 rounded-xl p-4 ring-1 duration-100 outline-none data-[size=default]:max-w-xs data-[size=sm]:max-w-xs data-[size=default]:sm:max-w-sm',
           className
         )}
         {...props}
diff --git a/web/src/components/ui/combobox-input.tsx b/web/src/components/ui/combobox-input.tsx
index 2cd23d1..3db52b6 100644
--- a/web/src/components/ui/combobox-input.tsx
+++ b/web/src/components/ui/combobox-input.tsx
@@ -39,7 +39,7 @@ interface ComboboxInputProps {
   placeholder?: string
   emptyText?: string
   className?: string
-  dropdownClassName?: string
+  popupClassName?: string
   id?: string
   allowCustomValue?: boolean
   openOnFocus?: boolean
@@ -57,7 +57,7 @@ export function ComboboxInput({
   placeholder = 'Select or type...',
   emptyText = 'No option found.',
   className,
-  dropdownClassName,
+  popupClassName,
   id,
   allowCustomValue = false,
   openOnFocus = true,
@@ -297,7 +297,7 @@ export function ComboboxInput({
             }}
             className={cn(
               'bg-popover text-popover-foreground z-100 rounded-md border shadow-md',
-              dropdownClassName
+              popupClassName
             )}
           >
             {filteredOptions.length > 0 ? (
diff --git a/web/src/components/ui/combobox.tsx b/web/src/components/ui/combobox.tsx
index 37d1650..f58dfa0 100644
--- a/web/src/components/ui/combobox.tsx
+++ b/web/src/components/ui/combobox.tsx
@@ -50,7 +50,7 @@ type LegacyComboboxProps = {
   allowCustomValue?: boolean
   showSelectedIcon?: boolean
   className?: string
-  dropdownClassName?: string
+  popupClassName?: string
   id?: string
   openOnFocus?: boolean
   disabled?: boolean
@@ -88,7 +88,7 @@ function Combobox(
         placeholder={props.searchPlaceholder ?? props.placeholder}
         emptyText={props.emptyText}
         className={props.className}
-        dropdownClassName={props.dropdownClassName}
+        popupClassName={props.popupClassName}
         allowCustomValue={props.allowCustomValue}
         openOnFocus={props.openOnFocus}
       />
@@ -160,7 +160,7 @@ function OptionCombobox(props: LegacyComboboxProps) {
           )}
         </ComboboxInput>
       </div>
-      <ComboboxContent anchor={anchor}>
+      <ComboboxContent anchor={anchor} className={props.popupClassName}>
         <ComboboxEmpty>
           {props.emptyText ?? t('No results found')}
         </ComboboxEmpty>
diff --git a/web/src/components/ui/dialog.tsx b/web/src/components/ui/dialog.tsx
index 3fa548b..5c278b2 100644
--- a/web/src/components/ui/dialog.tsx
+++ b/web/src/components/ui/dialog.tsx
@@ -70,7 +70,7 @@ function DialogContent({
       <DialogPrimitive.Popup
         data-slot='dialog-content'
         className={cn(
-          'bg-popover text-popover-foreground ring-foreground/10 data-open:animate-in data-open:fade-in-0 data-open:zoom-in-95 data-closed:animate-out data-closed:fade-out-0 data-closed:zoom-out-95 fixed top-1/2 left-1/2 z-50 grid w-full max-w-[calc(100%-2rem)] -translate-x-1/2 -translate-y-1/2 gap-4 rounded-xl p-4 text-sm ring-1 duration-100 outline-none sm:max-w-sm',
+          'bg-popover text-popover-foreground ring-foreground/10 data-open:animate-in data-open:fade-in-0 data-open:zoom-in-95 data-closed:animate-out data-closed:fade-out-0 data-closed:zoom-out-95 fixed top-[var(--dialog-viewport-center,50dvh)] left-1/2 z-50 grid max-h-[var(--dialog-available-height,calc(100dvh-2rem))] w-full overflow-y-auto overscroll-contain max-w-[calc(100%-2rem)] -translate-x-1/2 -translate-y-1/2 gap-4 rounded-xl p-4 text-sm ring-1 duration-100 outline-none sm:max-w-sm',
           className
         )}
         {...props}
diff --git a/web/src/context/__tests__/theme-boot-script.test.ts b/web/src/context/__tests__/theme-boot-script.test.ts
new file mode 100644
index 0000000..8836166
--- /dev/null
+++ b/web/src/context/__tests__/theme-boot-script.test.ts
@@ -0,0 +1,95 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { readFileSync } from 'node:fs'
+import { resolve } from 'node:path'
+
+import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
+
+import { THEME_STORAGE_KEYS } from '@/lib/theme-storage'
+
+// The inline script in index.html must apply the theme class before React
+// mounts; Dark Reader checks `html.dark` only once while the page loads.
+const html = readFileSync(
+  resolve(import.meta.dirname, '../../../index.html'),
+  'utf8'
+)
+const bootScript = html.match(/<script>([\s\S]*?)<\/script>/)?.[1] ?? ''
+
+function runBootScript() {
+  new Function(bootScript)()
+}
+
+function mockSystemDarkMode(dark: boolean) {
+  vi.spyOn(window, 'matchMedia').mockImplementation(
+    (query: string) =>
+      ({
+        matches: dark && query === '(prefers-color-scheme: dark)',
+        media: query,
+      }) as MediaQueryList
+  )
+}
+
+beforeEach(() => {
+  localStorage.clear()
+})
+
+afterEach(() => {
+  vi.restoreAllMocks()
+  localStorage.clear()
+  document.documentElement.classList.remove('light', 'dark')
+})
+
+describe('index.html theme boot script', () => {
+  it('applies the saved dark preference to html before React mounts', () => {
+    mockSystemDarkMode(false)
+    localStorage.setItem(THEME_STORAGE_KEYS.mode, 'dark')
+
+    runBootScript()
+
+    expect(document.documentElement).toHaveClass('dark')
+    expect(document.documentElement).not.toHaveClass('light')
+  })
+
+  it('applies the saved light preference even when the system is dark', () => {
+    mockSystemDarkMode(true)
+    localStorage.setItem(THEME_STORAGE_KEYS.mode, 'light')
+
+    runBootScript()
+
+    expect(document.documentElement).toHaveClass('light')
+    expect(document.documentElement).not.toHaveClass('dark')
+  })
+
+  it('follows the system dark mode when no preference is saved', () => {
+    mockSystemDarkMode(true)
+
+    runBootScript()
+
+    expect(document.documentElement).toHaveClass('dark')
+  })
+
+  it('follows the system light mode when the saved value is invalid', () => {
+    mockSystemDarkMode(false)
+    localStorage.setItem(THEME_STORAGE_KEYS.mode, 'sepia')
+
+    runBootScript()
+
+    expect(document.documentElement).toHaveClass('light')
+  })
+})
diff --git a/web/src/context/__tests__/theme-preferences.test.tsx b/web/src/context/__tests__/theme-preferences.test.tsx
new file mode 100644
index 0000000..4e6d05e
--- /dev/null
+++ b/web/src/context/__tests__/theme-preferences.test.tsx
@@ -0,0 +1,301 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { cleanup, render, screen } from '@testing-library/react'
+import userEvent from '@testing-library/user-event'
+import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
+
+import {
+  ThemeCustomizationProvider,
+  useThemeCustomization,
+} from '@/context/theme-customization-provider'
+import { ThemeProvider, useTheme } from '@/context/theme-provider'
+import { initializeFrontendCache } from '@/lib/frontend-cache'
+
+const savedPreferences = {
+  'newapi:theme:v1:mode': 'dark',
+  'newapi:theme:v1:preset': 'rose-garden',
+  'newapi:theme:v1:font': 'serif',
+  'newapi:theme:v1:radius': 'lg',
+  'newapi:theme:v1:scale': 'sm',
+  'newapi:theme:v1:content-layout': 'centered',
+}
+
+function ThemeControls() {
+  const theme = useTheme()
+  const customization = useThemeCustomization()
+
+  return (
+    <>
+      <output aria-label='Theme mode'>{theme.theme}</output>
+      <button type='button' onClick={() => customization.setFont('sans')}>
+        Sans font
+      </button>
+      <button type='button' onClick={() => customization.setFont('default')}>
+        Auto font
+      </button>
+      <button
+        type='button'
+        onClick={() => customization.setPreset('anthropic')}
+      >
+        Anthropic preset
+      </button>
+      <button type='button' onClick={() => customization.setPreset('default')}>
+        Default preset
+      </button>
+      <button
+        type='button'
+        onClick={() => {
+          theme.setTheme('dark')
+          customization.setPreset('rose-garden')
+          customization.setFont('serif')
+          customization.setRadius('lg')
+          customization.setScale('sm')
+          customization.setContentLayout('centered')
+        }}
+      >
+        Customize
+      </button>
+      <button
+        type='button'
+        onClick={() => {
+          theme.resetTheme()
+          customization.resetCustomization()
+        }}
+      >
+        Reset
+      </button>
+    </>
+  )
+}
+
+function ThemeFixture() {
+  return (
+    <ThemeProvider>
+      <ThemeCustomizationProvider>
+        <ThemeControls />
+      </ThemeCustomizationProvider>
+    </ThemeProvider>
+  )
+}
+
+beforeEach(() => {
+  localStorage.clear()
+})
+
+afterEach(() => {
+  cleanup()
+  vi.restoreAllMocks()
+  localStorage.clear()
+  for (const cookie of document.cookie.split(';')) {
+    const name = cookie.trim().split('=')[0]
+    document.cookie = `${name}=; path=/; max-age=0`
+  }
+  document.documentElement.classList.remove('light', 'dark')
+  for (const name of document.body.getAttributeNames()) {
+    if (name.startsWith('data-theme-')) document.body.removeAttribute(name)
+  }
+})
+
+describe('theme preference persistence', () => {
+  it('starts with defaults when only shared legacy theme cookies exist', () => {
+    document.cookie = 'theme_preset=ocean-breeze; path=/'
+    document.cookie = 'vite-ui-theme=dark; path=/'
+    document.cookie = 'theme_font=serif; path=/'
+    document.cookie = 'theme_radius=xl; path=/'
+    document.cookie = 'theme_scale=lg; path=/'
+    document.cookie = 'theme_content_layout=centered; path=/'
+
+    render(<ThemeFixture />)
+
+    expect(screen.getByLabelText('Theme mode')).toHaveTextContent('system')
+    expect(document.documentElement).toHaveClass('light')
+    expect(document.body).not.toHaveAttribute('data-theme-preset')
+    expect(document.body).toHaveAttribute('data-theme-font', 'system')
+    expect(document.body).not.toHaveAttribute('data-theme-radius')
+    expect(document.body).not.toHaveAttribute('data-theme-scale')
+    expect(document.body).toHaveAttribute('data-theme-content-layout', 'full')
+  })
+
+  it('restores all customized preferences after remounting without writing cookies', async () => {
+    const user = userEvent.setup()
+    const first = render(<ThemeFixture />)
+
+    await user.click(screen.getByRole('button', { name: 'Customize' }))
+    first.unmount()
+    render(<ThemeFixture />)
+
+    expect(screen.getByLabelText('Theme mode')).toHaveTextContent('dark')
+    expect(document.documentElement).toHaveClass('dark')
+    expect(document.body).toHaveAttribute('data-theme-preset', 'rose-garden')
+    expect(document.body).toHaveAttribute('data-theme-font', 'serif')
+    expect(document.body).toHaveAttribute('data-theme-radius', 'lg')
+    expect(document.body).toHaveAttribute('data-theme-scale', 'sm')
+    expect(document.body).toHaveAttribute(
+      'data-theme-content-layout',
+      'centered'
+    )
+    for (const [key, value] of Object.entries(savedPreferences)) {
+      expect(localStorage.getItem(key)).toBe(value)
+    }
+    expect(document.cookie).toBe('')
+  })
+
+  it('keeps a reset after remounting even when the legacy ocean cookie remains', async () => {
+    for (const [key, value] of Object.entries(savedPreferences)) {
+      localStorage.setItem(key, value)
+    }
+    localStorage.setItem('unrelated-preference', 'keep')
+    document.cookie = 'theme_preset=ocean-breeze; path=/'
+    const user = userEvent.setup()
+    const first = render(<ThemeFixture />)
+
+    await user.click(screen.getByRole('button', { name: 'Reset' }))
+    first.unmount()
+    render(<ThemeFixture />)
+
+    expect(screen.getByLabelText('Theme mode')).toHaveTextContent('system')
+    expect(document.documentElement).toHaveClass('light')
+    expect(document.body).not.toHaveAttribute('data-theme-preset')
+    expect(document.body).toHaveAttribute('data-theme-font', 'system')
+    expect(document.body).not.toHaveAttribute('data-theme-radius')
+    expect(document.body).not.toHaveAttribute('data-theme-scale')
+    expect(document.body).toHaveAttribute('data-theme-content-layout', 'full')
+    for (const key of Object.keys(savedPreferences)) {
+      expect(localStorage.getItem(key)).toBeNull()
+    }
+    expect(localStorage.getItem('unrelated-preference')).toBe('keep')
+    expect(document.cookie).toContain('theme_preset=ocean-breeze')
+  })
+
+  it.each(['', 'unknown'])(
+    'uses defaults when stored preferences are %j',
+    (value) => {
+      for (const key of Object.keys(savedPreferences)) {
+        localStorage.setItem(key, value)
+      }
+
+      render(<ThemeFixture />)
+
+      expect(screen.getByLabelText('Theme mode')).toHaveTextContent('system')
+      expect(document.body).not.toHaveAttribute('data-theme-preset')
+      expect(document.body).toHaveAttribute('data-theme-font', 'system')
+      expect(document.body).not.toHaveAttribute('data-theme-radius')
+      expect(document.body).not.toHaveAttribute('data-theme-scale')
+      expect(document.body).toHaveAttribute('data-theme-content-layout', 'full')
+    }
+  )
+
+  it('renders defaults when reading local storage fails', () => {
+    vi.spyOn(localStorage, 'getItem').mockImplementation(() => {
+      throw new DOMException('Storage unavailable', 'SecurityError')
+    })
+
+    render(<ThemeFixture />)
+
+    expect(screen.getByLabelText('Theme mode')).toHaveTextContent('system')
+    expect(document.body).not.toHaveAttribute('data-theme-preset')
+  })
+
+  it('still applies and resets preferences when storage writes fail', async () => {
+    vi.spyOn(localStorage, 'setItem').mockImplementation(() => {
+      throw new DOMException('Storage full', 'QuotaExceededError')
+    })
+    vi.spyOn(localStorage, 'removeItem').mockImplementation(() => {
+      throw new DOMException('Storage unavailable', 'SecurityError')
+    })
+    const user = userEvent.setup()
+    render(<ThemeFixture />)
+
+    await user.click(screen.getByRole('button', { name: 'Customize' }))
+
+    expect(screen.getByLabelText('Theme mode')).toHaveTextContent('dark')
+    expect(document.body).toHaveAttribute('data-theme-preset', 'rose-garden')
+
+    await user.click(screen.getByRole('button', { name: 'Reset' }))
+
+    expect(screen.getByLabelText('Theme mode')).toHaveTextContent('system')
+    expect(document.body).not.toHaveAttribute('data-theme-preset')
+  })
+
+  it('preserves saved theme preferences during frontend cache initialization', () => {
+    for (const [key, value] of Object.entries(savedPreferences)) {
+      localStorage.setItem(key, value)
+    }
+    localStorage.setItem('stale-ui-cache', 'old')
+
+    initializeFrontendCache()
+    initializeFrontendCache()
+    render(<ThemeFixture />)
+
+    expect(screen.getByLabelText('Theme mode')).toHaveTextContent('dark')
+    expect(document.body).toHaveAttribute('data-theme-preset', 'rose-garden')
+    for (const [key, value] of Object.entries(savedPreferences)) {
+      expect(localStorage.getItem(key)).toBe(value)
+    }
+    expect(localStorage.getItem('stale-ui-cache')).toBeNull()
+  })
+})
+
+describe('theme font selection', () => {
+  it('keeps manually selected Sans after remounting and switching presets', async () => {
+    const user = userEvent.setup()
+    const first = render(<ThemeFixture />)
+
+    await user.click(screen.getByRole('button', { name: 'Sans font' }))
+    first.unmount()
+    render(<ThemeFixture />)
+
+    expect(document.body).toHaveAttribute('data-theme-font', 'sans')
+    expect(localStorage.getItem('newapi:theme:v1:font')).toBe('sans')
+
+    await user.click(screen.getByRole('button', { name: 'Anthropic preset' }))
+
+    expect(document.body).toHaveAttribute('data-theme-font', 'sans')
+  })
+
+  it('restores the browser font after selecting Auto and remounting', async () => {
+    localStorage.setItem('newapi:theme:v1:font', 'sans')
+    const user = userEvent.setup()
+    const first = render(<ThemeFixture />)
+
+    await user.click(screen.getByRole('button', { name: 'Auto font' }))
+
+    expect(document.body).toHaveAttribute('data-theme-font', 'system')
+    expect(localStorage.getItem('newapi:theme:v1:font')).toBeNull()
+
+    first.unmount()
+    render(<ThemeFixture />)
+
+    expect(document.body).toHaveAttribute('data-theme-font', 'system')
+  })
+
+  it('uses the preset font in Auto and restores the browser font on the default preset', async () => {
+    const user = userEvent.setup()
+    render(<ThemeFixture />)
+
+    await user.click(screen.getByRole('button', { name: 'Anthropic preset' }))
+
+    expect(document.body).toHaveAttribute('data-theme-font', 'serif')
+
+    await user.click(screen.getByRole('button', { name: 'Default preset' }))
+
+    expect(document.body).toHaveAttribute('data-theme-font', 'system')
+    expect(localStorage.getItem('newapi:theme:v1:font')).toBeNull()
+  })
+})
diff --git a/web/src/context/search-provider.tsx b/web/src/context/search-provider.tsx
index 338c1dc..3bc8af5 100644
--- a/web/src/context/search-provider.tsx
+++ b/web/src/context/search-provider.tsx
@@ -18,8 +18,6 @@ For commercial licensing, please contact support@quantumnous.com
 */
 import { createContext, useContext, useEffect, useState } from 'react'
 
-import { CommandMenu } from '@/components/command-menu'
-
 type SearchContextType = {
   open: boolean
   setOpen: React.Dispatch<React.SetStateAction<boolean>>
@@ -48,7 +46,6 @@ export function SearchProvider({ children }: SearchProviderProps) {
   return (
     <SearchContext.Provider value={{ open, setOpen }}>
       {children}
-      <CommandMenu />
     </SearchContext.Provider>
   )
 }
diff --git a/web/src/context/theme-customization-provider.tsx b/web/src/context/theme-customization-provider.tsx
index 2d404f8..2d8e4ee 100644
--- a/web/src/context/theme-customization-provider.tsx
+++ b/web/src/context/theme-customization-provider.tsx
@@ -25,13 +25,11 @@ import {
   useState,
 } from 'react'
 
-import { getCookie, removeCookie, setCookie } from '@/lib/cookies'
 import {
   CONTENT_LAYOUT_VALUES,
   type ContentLayout,
   DEFAULT_THEME_CUSTOMIZATION,
   resolveThemeFont,
-  THEME_COOKIE_KEYS,
   THEME_FONT_VALUES,
   THEME_PRESET_VALUES,
   THEME_RADIUS_VALUES,
@@ -42,17 +40,11 @@ import {
   type ThemeRadius,
   type ThemeScale,
 } from '@/lib/theme-customization'
-
-const COOKIE_MAX_AGE = 60 * 60 * 24 * 365 // 1 year
-
-function readCookie<T extends string>(
-  name: string,
-  allowed: ReadonlySet<T>,
-  fallback: T
-): T {
-  const value = getCookie(name)
-  return value && allowed.has(value as T) ? (value as T) : fallback
-}
+import {
+  readThemePreference,
+  THEME_STORAGE_KEYS,
+  writeThemePreference,
+} from '@/lib/theme-storage'
 
 function applyAttribute(name: string, value: string | null) {
   if (typeof document === 'undefined') return
@@ -98,36 +90,36 @@ export function ThemeCustomizationProvider(props: {
   children: React.ReactNode
 }) {
   const [preset, _setPreset] = useState<ThemePreset>(() =>
-    readCookie<ThemePreset>(
-      THEME_COOKIE_KEYS.preset,
+    readThemePreference<ThemePreset>(
+      THEME_STORAGE_KEYS.preset,
       THEME_PRESET_VALUES,
       DEFAULT_THEME_CUSTOMIZATION.preset
     )
   )
   const [font, _setFont] = useState<ThemeFont>(() =>
-    readCookie<ThemeFont>(
-      THEME_COOKIE_KEYS.font,
+    readThemePreference<ThemeFont>(
+      THEME_STORAGE_KEYS.font,
       THEME_FONT_VALUES,
       DEFAULT_THEME_CUSTOMIZATION.font
     )
   )
   const [radius, _setRadius] = useState<ThemeRadius>(() =>
-    readCookie<ThemeRadius>(
-      THEME_COOKIE_KEYS.radius,
+    readThemePreference<ThemeRadius>(
+      THEME_STORAGE_KEYS.radius,
       THEME_RADIUS_VALUES,
       DEFAULT_THEME_CUSTOMIZATION.radius
     )
   )
   const [scale, _setScale] = useState<ThemeScale>(() =>
-    readCookie<ThemeScale>(
-      THEME_COOKIE_KEYS.scale,
+    readThemePreference<ThemeScale>(
+      THEME_STORAGE_KEYS.scale,
       THEME_SCALE_VALUES,
       DEFAULT_THEME_CUSTOMIZATION.scale
     )
   )
   const [contentLayout, _setContentLayout] = useState<ContentLayout>(() =>
-    readCookie<ContentLayout>(
-      THEME_COOKIE_KEYS.contentLayout,
+    readThemePreference<ContentLayout>(
+      THEME_STORAGE_KEYS.contentLayout,
       CONTENT_LAYOUT_VALUES,
       DEFAULT_THEME_CUSTOMIZATION.contentLayout
     )
@@ -142,12 +134,8 @@ export function ThemeCustomizationProvider(props: {
     )
   }, [preset])
 
-  // Font is the one axis where we resolve before writing the attribute:
-  // the persisted preference may be `default`, but CSS works in terms of
-  // the concrete `sans`/`serif` choice that should drive the cascade.
-  // Resolving here (instead of in CSS via `:not()` selectors) keeps the
-  // stylesheet to one simple `[data-theme-font='serif']` selector and lets
-  // future presets opt into typography via `PRESET_DEFAULT_FONT` alone.
+  // Resolve Auto into the preset font or the browser's sans-serif while
+  // keeping an explicit Sans choice distinct from that browser fallback.
   useEffect(() => {
     applyAttribute('data-theme-font', resolveThemeFont(font, preset))
   }, [font, preset])
@@ -172,47 +160,42 @@ export function ThemeCustomizationProvider(props: {
 
   const setPreset = useCallback((value: ThemePreset) => {
     _setPreset(value)
-    if (value === DEFAULT_THEME_CUSTOMIZATION.preset) {
-      removeCookie(THEME_COOKIE_KEYS.preset)
-    } else {
-      setCookie(THEME_COOKIE_KEYS.preset, value, COOKIE_MAX_AGE)
-    }
+    writeThemePreference(
+      THEME_STORAGE_KEYS.preset,
+      value === DEFAULT_THEME_CUSTOMIZATION.preset ? null : value
+    )
   }, [])
 
   const setFont = useCallback((value: ThemeFont) => {
     _setFont(value)
-    if (value === DEFAULT_THEME_CUSTOMIZATION.font) {
-      removeCookie(THEME_COOKIE_KEYS.font)
-    } else {
-      setCookie(THEME_COOKIE_KEYS.font, value, COOKIE_MAX_AGE)
-    }
+    writeThemePreference(
+      THEME_STORAGE_KEYS.font,
+      value === DEFAULT_THEME_CUSTOMIZATION.font ? null : value
+    )
   }, [])
 
   const setRadius = useCallback((value: ThemeRadius) => {
     _setRadius(value)
-    if (value === DEFAULT_THEME_CUSTOMIZATION.radius) {
-      removeCookie(THEME_COOKIE_KEYS.radius)
-    } else {
-      setCookie(THEME_COOKIE_KEYS.radius, value, COOKIE_MAX_AGE)
-    }
+    writeThemePreference(
+      THEME_STORAGE_KEYS.radius,
+      value === DEFAULT_THEME_CUSTOMIZATION.radius ? null : value
+    )
   }, [])
 
   const setScale = useCallback((value: ThemeScale) => {
     _setScale(value)
-    if (value === DEFAULT_THEME_CUSTOMIZATION.scale) {
-      removeCookie(THEME_COOKIE_KEYS.scale)
-    } else {
-      setCookie(THEME_COOKIE_KEYS.scale, value, COOKIE_MAX_AGE)
-    }
+    writeThemePreference(
+      THEME_STORAGE_KEYS.scale,
+      value === DEFAULT_THEME_CUSTOMIZATION.scale ? null : value
+    )
   }, [])
 
   const setContentLayout = useCallback((value: ContentLayout) => {
     _setContentLayout(value)
-    if (value === DEFAULT_THEME_CUSTOMIZATION.contentLayout) {
-      removeCookie(THEME_COOKIE_KEYS.contentLayout)
-    } else {
-      setCookie(THEME_COOKIE_KEYS.contentLayout, value, COOKIE_MAX_AGE)
-    }
+    writeThemePreference(
+      THEME_STORAGE_KEYS.contentLayout,
+      value === DEFAULT_THEME_CUSTOMIZATION.contentLayout ? null : value
+    )
   }, [])
 
   const resetCustomization = useCallback(() => {
diff --git a/web/src/context/theme-provider.tsx b/web/src/context/theme-provider.tsx
index c93bee1..fbeabf5 100644
--- a/web/src/context/theme-provider.tsx
+++ b/web/src/context/theme-provider.tsx
@@ -25,14 +25,16 @@ import {
   useState,
 } from 'react'
 
-import { getCookie, setCookie, removeCookie } from '@/lib/cookies'
+import {
+  readThemePreference,
+  THEME_STORAGE_KEYS,
+  writeThemePreference,
+} from '@/lib/theme-storage'
 
 type Theme = 'dark' | 'light' | 'system'
 type ResolvedTheme = Exclude<Theme, 'system'>
 
 const DEFAULT_THEME = 'system'
-const THEME_COOKIE_NAME = 'vite-ui-theme'
-const THEME_COOKIE_MAX_AGE = 60 * 60 * 24 * 365 // 1 year
 const THEMES = new Set<Theme>(['dark', 'light', 'system'])
 
 type ThemeProviderProps = {
@@ -70,22 +72,17 @@ function resolveTheme(theme: Theme): ResolvedTheme {
   return theme === 'system' ? getSystemTheme() : theme
 }
 
-function getStoredTheme(storageKey: string, fallback: Theme): Theme {
-  const storedTheme = getCookie(storageKey) as Theme | undefined
-  return storedTheme && THEMES.has(storedTheme) ? storedTheme : fallback
-}
-
 export function ThemeProvider({
   children,
   defaultTheme = DEFAULT_THEME,
-  storageKey = THEME_COOKIE_NAME,
+  storageKey = THEME_STORAGE_KEYS.mode,
   ...props
 }: ThemeProviderProps) {
   const [theme, _setTheme] = useState<Theme>(() =>
-    getStoredTheme(storageKey, defaultTheme)
+    readThemePreference(storageKey, THEMES, defaultTheme)
   )
   const [resolvedTheme, setResolvedTheme] = useState<ResolvedTheme>(() =>
-    resolveTheme(getStoredTheme(storageKey, defaultTheme))
+    resolveTheme(theme)
   )
 
   useEffect(() => {
@@ -108,14 +105,14 @@ export function ThemeProvider({
 
   const setTheme = useCallback(
     (theme: Theme) => {
-      setCookie(storageKey, theme, THEME_COOKIE_MAX_AGE)
+      writeThemePreference(storageKey, theme)
       _setTheme(theme)
     },
     [storageKey]
   )
 
   const resetTheme = useCallback(() => {
-    removeCookie(storageKey)
+    writeThemePreference(storageKey, null)
     _setTheme(defaultTheme)
   }, [defaultTheme, storageKey])
 
diff --git a/web/src/features/auth/api.ts b/web/src/features/auth/api.ts
index b64ec69..00d84ed 100644
--- a/web/src/features/auth/api.ts
+++ b/web/src/features/auth/api.ts
@@ -20,7 +20,10 @@ import axios from 'axios'
 
 import { api, refreshAuthentication, type RefreshOutcome } from '@/lib/api'
 import { AuthOperationError } from '@/lib/secure-verification'
-import { getServerErrorMessageKey } from '@/lib/server-error-message'
+import {
+  getServerErrorMessageKey,
+  getServerMessage,
+} from '@/lib/server-error-message'
 import { useAuthStore } from '@/stores/auth-store'
 
 import {
@@ -204,7 +207,7 @@ export async function createOAuthAuthorization(
   }
   throw new AuthOperationError(
     getServerErrorMessageKey(res.data) ||
-      res.data?.message ||
+      getServerMessage(res.data) ||
       'Failed to initialize OAuth',
     res.data?.code
   )
diff --git a/web/src/features/auth/components/oauth-callback-screen.tsx b/web/src/features/auth/components/oauth-callback-screen.tsx
index 77cbffb..d233328 100644
--- a/web/src/features/auth/components/oauth-callback-screen.tsx
+++ b/web/src/features/auth/components/oauth-callback-screen.tsx
@@ -19,7 +19,8 @@ For commercial licensing, please contact support@quantumnous.com
 import { Loader2, Send, Shield, UserRound, type LucideIcon } from 'lucide-react'
 import { useMemo } from 'react'
 import { useTranslation } from 'react-i18next'
-import { SiGithub, SiLinux, SiWechat } from 'react-icons/si'
+
+import { IconGithub, IconLinuxDo, IconWeChat } from '@/assets/brand-icons'
 
 import { AuthLayout } from '../auth-layout'
 
@@ -37,21 +38,21 @@ const providerDictionary: Record<string, ProviderMeta> = {
   github: {
     label: 'GitHub',
     Icon: (props: { className?: string }) => (
-      <SiGithub className={props.className} focusable='false' />
+      <IconGithub className={props.className} focusable='false' />
     ),
   },
   oidc: { label: 'OIDC', Icon: Shield },
   linuxdo: {
     label: 'LinuxDO',
     Icon: (props: { className?: string }) => (
-      <SiLinux className={props.className} focusable='false' />
+      <IconLinuxDo className={props.className} focusable='false' />
     ),
   },
   telegram: { label: 'Telegram', Icon: Send },
   wechat: {
     label: 'WeChat',
     Icon: (props: { className?: string }) => (
-      <SiWechat className={props.className} focusable='false' />
+      <IconWeChat className={props.className} focusable='false' />
     ),
   },
 }
diff --git a/web/src/features/auth/passkey/hooks/use-passkey-management.ts b/web/src/features/auth/passkey/hooks/use-passkey-management.ts
index 31a92b4..4fe388a 100644
--- a/web/src/features/auth/passkey/hooks/use-passkey-management.ts
+++ b/web/src/features/auth/passkey/hooks/use-passkey-management.ts
@@ -25,6 +25,7 @@ import {
   prepareCredentialCreationOptions,
 } from '@/lib/passkey'
 import { AuthOperationError } from '@/lib/secure-verification'
+import { getServerMessage } from '@/lib/server-error-message'
 
 import {
   beginPasskeyRegistration,
@@ -50,7 +51,7 @@ export function usePasskeyManagement() {
       const response = await getPasskeyStatus()
       if (!response.success || !response.data) {
         throw new AuthOperationError(
-          response.message || 'Failed to load Passkey status'
+          getServerMessage(response) || 'Failed to load Passkey status'
         )
       }
       if (!mounted.current) return
diff --git a/web/src/features/auth/secure-verification/__tests__/verification-flow.test.tsx b/web/src/features/auth/secure-verification/__tests__/verification-flow.test.tsx
index 7fa55c4..c2af726 100644
--- a/web/src/features/auth/secure-verification/__tests__/verification-flow.test.tsx
+++ b/web/src/features/auth/secure-verification/__tests__/verification-flow.test.tsx
@@ -25,6 +25,7 @@ import { afterEach, expect, it, vi } from 'vitest'
 import { api } from '@/lib/api'
 import type { AuthBundle } from '@/stores/auth-store'
 
+import { OAUTH_POPUP_CALLBACK_MESSAGE } from '../../constants'
 import { SecureVerificationDialog } from '../components/secure-verification-dialog'
 import { useSecureVerification } from '../hooks/use-secure-verification'
 import type {
@@ -40,6 +41,25 @@ const passwordRequirements: VerificationRequirements = {
   password_encryption_enabled: false,
 }
 
+const linkedAccountRequirements: VerificationRequirements = {
+  scope: '2fa.setup',
+  methods: [{ method: 'oauth', available: true }],
+  oauth_providers: [{ slug: 'linuxdo', name: 'Linux DO' }],
+  password_encryption_enabled: false,
+}
+
+function stubOAuthPopup() {
+  const popup = {
+    closed: false,
+    location: { replace: vi.fn() },
+    sessionStorage: window.sessionStorage,
+    close: vi.fn(),
+    postMessage: vi.fn(),
+  }
+  vi.spyOn(window, 'open').mockReturnValue(popup as unknown as Window)
+  return popup
+}
+
 function Harness(props: {
   onResult: (proof: SecurityProof | null) => void
   operation?: RequestVerificationOptions
@@ -80,6 +100,7 @@ function pendingResponse<T>() {
 afterEach(() => {
   vi.restoreAllMocks()
   vi.unstubAllGlobals()
+  window.sessionStorage.clear()
 })
 
 function LoginHarness(props: {
@@ -428,3 +449,123 @@ it('keeps an enrolled Passkey unavailable when this browser cannot use it', asyn
   expect(screen.getByRole('button', { name: 'Verify' })).toBeDisabled()
   expect(screen.queryByLabelText('Password')).not.toBeInTheDocument()
 })
+
+it('starts linked-account verification from the provider button without a separate Verify button', async () => {
+  const popup = stubOAuthPopup()
+  const proof: SecurityProof = {
+    proof_token: 'oauth-proof',
+    method: 'oauth',
+    scope: '2fa.setup',
+    expires_at: Math.floor(Date.now() / 1000) + 300,
+  }
+  vi.spyOn(api, 'get').mockImplementation((url) => {
+    if (url === '/api/verify/methods') {
+      return Promise.resolve({
+        data: { success: true, data: linkedAccountRequirements },
+      })
+    }
+    if (url === '/api/oauth/linuxdo') {
+      return Promise.resolve({ data: { success: true, data: proof } })
+    }
+    return Promise.resolve({ data: { success: true, data: {} } })
+  })
+  const post = vi.spyOn(api, 'post').mockResolvedValue({
+    data: {
+      success: true,
+      data: {
+        flow_token: 'verification-state',
+        authorization_url: 'https://connect.linux.do/oauth2/authorize?s=1',
+      },
+    },
+  })
+  const result = vi.fn()
+  const user = userEvent.setup()
+  render(<Harness operation={{ scope: '2fa.setup' }} onResult={result} />)
+  await user.click(screen.getByText('Protected action'))
+  const providerButton = await screen.findByRole('button', {
+    name: 'Continue with Linux DO',
+  })
+  expect(
+    screen.queryByRole('button', { name: 'Verify' })
+  ).not.toBeInTheDocument()
+  expect(window.open).not.toHaveBeenCalled()
+  await user.click(providerButton)
+  expect(window.open).toHaveBeenCalledTimes(1)
+  expect(providerButton).toBeDisabled()
+  await waitFor(() =>
+    expect(popup.location.replace).toHaveBeenCalledWith(
+      'https://connect.linux.do/oauth2/authorize?s=1'
+    )
+  )
+  expect(post).toHaveBeenCalledExactlyOnceWith(
+    '/api/oauth/state',
+    expect.objectContaining({
+      provider: 'linuxdo',
+      intent: 'verify',
+      scope: '2fa.setup',
+    }),
+    expect.anything()
+  )
+  const event = new MessageEvent('message', {
+    origin: window.location.origin,
+    data: {
+      type: OAUTH_POPUP_CALLBACK_MESSAGE,
+      intent: 'verify',
+      provider: 'linuxdo',
+      state: 'verification-state',
+      code: 'code',
+    },
+  })
+  Object.defineProperty(event, 'source', { value: popup })
+  window.dispatchEvent(event)
+  await waitFor(() => expect(result).toHaveBeenCalledExactlyOnceWith(proof))
+  expect(screen.queryByRole('dialog')).not.toBeInTheDocument()
+})
+
+it('verifies with the clicked provider when several linked accounts are available', async () => {
+  const popup = stubOAuthPopup()
+  vi.spyOn(api, 'get').mockImplementation((url) =>
+    url === '/api/verify/methods'
+      ? Promise.resolve({
+          data: {
+            success: true,
+            data: {
+              ...linkedAccountRequirements,
+              oauth_providers: [
+                { slug: 'linuxdo', name: 'Linux DO' },
+                { slug: 'github', name: 'GitHub' },
+              ],
+            },
+          },
+        })
+      : Promise.resolve({ data: { success: true, data: {} } })
+  )
+  const post = vi.spyOn(api, 'post').mockResolvedValue({
+    data: {
+      success: true,
+      data: {
+        flow_token: 'github-state',
+        authorization_url: 'https://github.com/login/oauth/authorize?s=1',
+      },
+    },
+  })
+  const user = userEvent.setup()
+  render(<Harness operation={{ scope: '2fa.setup' }} onResult={vi.fn()} />)
+  await user.click(screen.getByText('Protected action'))
+  await user.click(
+    await screen.findByRole('button', { name: 'Continue with GitHub' })
+  )
+  await waitFor(() =>
+    expect(popup.location.replace).toHaveBeenCalledWith(
+      'https://github.com/login/oauth/authorize?s=1'
+    )
+  )
+  expect(post).toHaveBeenCalledExactlyOnceWith(
+    '/api/oauth/state',
+    expect.objectContaining({ provider: 'github' }),
+    expect.anything()
+  )
+  expect(
+    screen.getByRole('button', { name: 'Continue with Linux DO' })
+  ).toBeDisabled()
+})
diff --git a/web/src/features/auth/secure-verification/components/secure-verification-dialog.tsx b/web/src/features/auth/secure-verification/components/secure-verification-dialog.tsx
index 05c9525..3e316ba 100644
--- a/web/src/features/auth/secure-verification/components/secure-verification-dialog.tsx
+++ b/web/src/features/auth/secure-verification/components/secure-verification-dialog.tsx
@@ -37,7 +37,7 @@ import type {
 interface SecureVerificationDialogProps {
   state: SecureVerificationState
   passkeyDomains?: PasskeyDomains | null
-  onVerify: () => void | Promise<void>
+  onVerify: (input?: VerificationInput) => void | Promise<void>
   onCancel: () => void
   onRetry: () => void
   onInputChange: (input: VerificationInput) => void
@@ -70,9 +70,8 @@ export function SecureVerificationDialog(props: SecureVerificationDialogProps) {
   if (input?.method === '2fa') {
     canVerify = canVerify && input.code.trim().length >= 6
   }
-  if (input?.method === 'oauth') {
-    canVerify = canVerify && Boolean(input.provider)
-  }
+  // Linked-account verification starts from the provider button itself.
+  const showSubmit = state.phase !== 'error' && input?.method !== 'oauth'
   const error = 'error' in state ? state.error : undefined
   const formId = `${inputId}-form`
 
@@ -123,11 +122,12 @@ export function SecureVerificationDialog(props: SecureVerificationDialogProps) {
           <Button type='button' variant='outline' onClick={props.onCancel}>
             {t('Cancel')}
           </Button>
-          {state.phase === 'error' ? (
+          {state.phase === 'error' && (
             <Button type='button' onClick={props.onRetry}>
               {t('Retry')}
             </Button>
-          ) : (
+          )}
+          {showSubmit && (
             <Button type='submit' form={formId} disabled={!canVerify}>
               {verifying && <Loader2 className='size-4 animate-spin' />}
               {t('Verify')}
@@ -253,25 +253,20 @@ export function SecureVerificationDialog(props: SecureVerificationDialogProps) {
                     <Button
                       key={provider.slug}
                       type='button'
-                      variant={
-                        input.method === 'oauth' &&
-                        input.provider === provider.slug
-                          ? 'default'
-                          : 'outline'
-                      }
-                      aria-pressed={
-                        input.method === 'oauth' &&
-                        input.provider === provider.slug
-                      }
                       disabled={verifying}
                       onClick={() =>
-                        props.onInputChange({
+                        void props.onVerify({
                           method: 'oauth',
                           provider: provider.slug,
                         })
                       }
                     >
-                      {provider.name}
+                      {verifying &&
+                        input.method === 'oauth' &&
+                        input.provider === provider.slug && (
+                          <Loader2 className='size-4 animate-spin' />
+                        )}
+                      {t('Continue with {{name}}', { name: provider.name })}
                     </Button>
                   ))}
                 </div>
diff --git a/web/src/features/auth/secure-verification/hooks/use-secure-verification.ts b/web/src/features/auth/secure-verification/hooks/use-secure-verification.ts
index e45b7a4..12e0a4a 100644
--- a/web/src/features/auth/secure-verification/hooks/use-secure-verification.ts
+++ b/web/src/features/auth/secure-verification/hooks/use-secure-verification.ts
@@ -277,58 +277,60 @@ export function useSecureVerification() {
     [loadRequirements]
   )
 
-  const executeVerification = useCallback(async () => {
-    const current = pending.current
-    if (
-      !current ||
-      current.submitting ||
-      state.phase !== 'ready' ||
-      !state.input
-    ) {
-      return
-    }
-    current.submitting = true
-    const input = state.input
-    dispatch({ type: 'submit' })
-    try {
-      if (current.kind === 'login') {
-        const bundle = await verifyLogin(
-          input,
-          current.request.challenge,
-          current.controller.signal,
-          (domains) => {
-            if (pending.current === current) setPasskeyDomains(domains)
-          }
-        )
+  const executeVerification = useCallback(
+    async (override?: VerificationInput) => {
+      const current = pending.current
+      if (!current || current.submitting || state.phase !== 'ready') return
+      const input = override ?? state.input
+      if (!input) return
+      const available = state.requirements.methods.some(
+        (option) => option.method === input.method && option.available
+      )
+      if (!available) return
+      current.submitting = true
+      if (override) dispatch({ type: 'input', input })
+      dispatch({ type: 'submit' })
+      try {
+        if (current.kind === 'login') {
+          const bundle = await verifyLogin(
+            input,
+            current.request.challenge,
+            current.controller.signal,
+            (domains) => {
+              if (pending.current === current) setPasskeyDomains(domains)
+            }
+          )
+          if (pending.current !== current) return
+          current.resolve(bundle)
+        } else {
+          const proof = await verify(
+            input,
+            current.request,
+            state.requirements.password_encryption_enabled,
+            current.controller.signal,
+            (domains) => {
+              if (pending.current === current) setPasskeyDomains(domains)
+            }
+          )
+          if (pending.current !== current) return
+          current.resolve(proof)
+        }
+        pending.current = null
+        dispatch({ type: 'reset' })
+      } catch (error) {
         if (pending.current !== current) return
-        current.resolve(bundle)
-      } else {
-        const proof = await verify(
-          input,
-          current.request,
-          state.requirements.password_encryption_enabled,
-          current.controller.signal,
-          (domains) => {
-            if (pending.current === current) setPasskeyDomains(domains)
-          }
-        )
-        if (pending.current !== current) return
-        current.resolve(proof)
+        const failure = AuthOperationError.from(error)
+        if (failure.code === 'AUTH_CANCELLED') {
+          cancel()
+          return
+        }
+        dispatch({ type: 'error', error: failure.message })
+      } finally {
+        current.submitting = false
       }
-      pending.current = null
-      dispatch({ type: 'reset' })
-    } catch (error) {
-      if (pending.current !== current) return
-      const failure = AuthOperationError.from(error)
-      if (failure.code === 'AUTH_CANCELLED') {
-        cancel()
-        return
-      }
-      dispatch({ type: 'error', error: failure.message })
-    } finally {
-      current.submitting = false
-    }
-  }, [cancel, state])
+    },
+    [cancel, state]
+  )
 
   const retry = useCallback(() => {
     if (pending.current && state.phase === 'error') {
diff --git a/web/src/features/auth/secure-verification/types.ts b/web/src/features/auth/secure-verification/types.ts
index fe3616b..831d7ee 100644
--- a/web/src/features/auth/secure-verification/types.ts
+++ b/web/src/features/auth/secure-verification/types.ts
@@ -32,12 +32,23 @@ export type SecurityProofScope =
   | '2fa.disable'
   | '2fa.backup_codes.regenerate'
   | 'access_token.generate'
+  | 'access_token.update'
   | 'access_token.revoke'
   | 'account.binding.bind'
   | 'account.binding.unbind'
   | 'account.password.set'
   | 'account.password.change'
   | 'account.delete'
+  | 'admin.user.create'
+  | 'admin.user.update'
+  | 'admin.user.delete'
+  | 'admin.user.manage'
+  | 'admin.user.passkey.reset'
+  | 'admin.user.2fa.disable'
+  | 'admin.user.binding.clear'
+
+/** ManageUser actions that change a user's status or role and need step-up. */
+export type AdminUserManageAction = 'disable' | 'enable' | 'promote' | 'demote'
 
 export type VerificationOperation =
   | { scope: 'channel.key.read'; context: { channel_id: number } }
@@ -46,10 +57,47 @@ export type VerificationOperation =
       context: { provider: string; email?: string; code?: string }
     }
   | { scope: 'account.binding.unbind'; context: { provider_id: number } }
+  | { scope: 'admin.user.create'; context: { role: number } }
+  | {
+      scope:
+        | 'admin.user.update'
+        | 'admin.user.delete'
+        | 'admin.user.passkey.reset'
+        | 'admin.user.2fa.disable'
+      context: { user_id: number }
+    }
+  | {
+      scope: 'admin.user.manage'
+      context: { user_id: number; action: AdminUserManageAction }
+    }
+  | {
+      scope: 'admin.user.binding.clear'
+      context:
+        | { user_id: number; binding_type: string }
+        | { user_id: number; provider_id: number }
+    }
+  | {
+      scope: 'access_token.generate'
+      context: { scopes: string[]; expires_at: number }
+    }
+  | {
+      scope: 'access_token.update'
+      context: { token_id: number; scopes: string[] }
+    }
+  | {
+      scope: 'access_token.revoke'
+      context: { token_id: number } | { legacy: true }
+    }
   | {
       scope: Exclude<
         SecurityProofScope,
-        'channel.key.read' | 'account.binding.bind' | 'account.binding.unbind'
+        | 'channel.key.read'
+        | 'account.binding.bind'
+        | 'account.binding.unbind'
+        | 'access_token.generate'
+        | 'access_token.update'
+        | 'access_token.revoke'
+        | `admin.user.${string}`
       >
       context?: Record<string, never>
     }
diff --git a/web/src/features/auth/sign-in/components/user-auth-form.tsx b/web/src/features/auth/sign-in/components/user-auth-form.tsx
index 2a98e43..8ee1d9d 100644
--- a/web/src/features/auth/sign-in/components/user-auth-form.tsx
+++ b/web/src/features/auth/sign-in/components/user-auth-form.tsx
@@ -399,7 +399,7 @@ export function UserAuthForm({
             <Button
               type='submit'
               className='mt-2 w-full justify-center gap-2'
-              disabled={isLoading || (requiresLegalConsent && !agreedToLegal)}
+              disabled={isLoading}
             >
               {isLoading ? <Loader2 className='animate-spin' /> : <LogIn />}
               {t('Sign in')}
diff --git a/web/src/features/auth/types.ts b/web/src/features/auth/types.ts
index 468498f..e6955dc 100644
--- a/web/src/features/auth/types.ts
+++ b/web/src/features/auth/types.ts
@@ -182,6 +182,11 @@ export interface SystemStatus {
   password_login_encryption_enabled?: boolean
   password_register_enabled?: boolean
   custom_oauth_providers?: CustomOAuthProviderInfo[]
+  log_export_enabled?: boolean
+  log_max_range_days?: number
+  quota_remind_enabled?: boolean
+  /** Site default low balance reminder threshold, in quota units */
+  quota_remind_threshold?: number
   [key: string]: unknown
 }
 
diff --git a/web/src/features/channels/api.ts b/web/src/features/channels/api.ts
index a581552..90cab36 100644
--- a/web/src/features/channels/api.ts
+++ b/web/src/features/channels/api.ts
@@ -20,6 +20,7 @@ import { getGroups as getUserGroups } from '@/features/users/api'
 import { api, type ApiRequestConfig } from '@/lib/api'
 import { requireServerSuccess } from '@/lib/server-error-message'
 
+import type { PriorityMove, PriorityOrder } from './lib/channel-priority-order'
 import type { InferenceStatus } from './lib/inference-status'
 import type {
   AddChannelRequest,
@@ -50,6 +51,24 @@ const channelActionConfig = (
   skipErrorHandler: true,
 })
 
+export async function getChannelPriorityOrder(): Promise<PriorityOrder> {
+  const response = await api.get<{ success: boolean; data: PriorityOrder }>(
+    '/api/channel/priority/order',
+    { disableDuplicate: true }
+  )
+  return requireServerSuccess(response.data).data
+}
+
+export async function reorderChannelPriority(
+  move: PriorityMove
+): Promise<PriorityOrder> {
+  const response = await api.post<{ success: boolean; data: PriorityOrder }>(
+    '/api/channel/priority/reorder',
+    move
+  )
+  return requireServerSuccess(response.data).data
+}
+
 export async function getInferenceStatus(
   channelId: number,
   provider: 'vllm' | 'sglang',
@@ -73,6 +92,7 @@ export type TaskPluginOption = {
   baseUrl?: string
   models: string[]
   channelTypes?: number[] | null
+  upstreams?: string[] | null
 }
 
 export async function getTaskPluginOptions(): Promise<TaskPluginOption[]> {
diff --git a/web/src/features/channels/components/__tests__/channel-configuration.test.tsx b/web/src/features/channels/components/__tests__/channel-configuration.test.tsx
index 20c38af..adcd542 100644
--- a/web/src/features/channels/components/__tests__/channel-configuration.test.tsx
+++ b/web/src/features/channels/components/__tests__/channel-configuration.test.tsx
@@ -63,6 +63,7 @@ const plugins: TaskPluginOption[] = [
     icon: 'text:VA',
     baseUrl: 'https://a.example',
     models: ['video-a-1'],
+    upstreams: ['vendor', 'new_api'],
   },
   {
     key: 'video-b',
@@ -70,8 +71,10 @@ const plugins: TaskPluginOption[] = [
     icon: 'text:VB',
     baseUrl: 'https://b.example',
     models: ['video-b-1'],
+    upstreams: ['vendor', 'new_api'],
   },
   {
+    // Vendor-only: bindable to a Task Plugin channel, never to a New API one.
     key: 'no-address',
     name: 'No Address',
     icon: 'text:NA',
@@ -1320,7 +1323,7 @@ test('editing legacy channels retains the full provider list and saves the origi
     soraPlugin,
     {
       key: 'doubao',
-      name: 'Doubao Video',
+      name: 'Doubao',
       icon: 'text',
       models: ['doubao-video'],
     },
@@ -1336,7 +1339,7 @@ test('editing legacy channels retains the full provider list and saves the origi
     await screen.findByRole('option', { name: 'Sora Plugin sora' })
   ).toBeVisible()
   expect(
-    screen.getByRole('option', { name: 'DoubaoVideo Built-in #54' })
+    screen.getByRole('option', { name: 'Doubao Built-in #54' })
   ).toBeVisible()
   const legacy = screen.getByRole('option', { name: 'Sora Built-in #55' })
   expect(legacy).toHaveAttribute('aria-current', 'true')
@@ -1608,6 +1611,56 @@ test('an Ollama channel marks a saved OpenAI-compatible chat setting in Request
   })
 })
 
+test('a saved upstream TLS verification skip marks Other Settings and turning it off saves the setting without it', async () => {
+  editingChannel = {
+    ...editingChannel,
+    setting: '{"tls_insecure_skip_verify":true}',
+  }
+  const put = vi
+    .spyOn(api, 'put')
+    .mockResolvedValue({ data: { success: true } })
+  const user = userEvent.setup()
+  render(<ConfigurationHarness currentRow={editingChannel} />)
+  await screen.findByDisplayValue('Existing channel')
+  const otherTab = screen.getByRole('tab', { name: /Other Settings/ })
+  expect(otherTab).toHaveAccessibleName(/Configured/)
+  await user.click(otherTab)
+  const toggle = screen.getByRole('switch', {
+    name: 'Skip Upstream TLS Verification',
+  })
+  expect(toggle).toBeChecked()
+  await user.click(toggle)
+  expect(toggle).not.toBeChecked()
+  expect(otherTab).not.toHaveAccessibleName(/Configured/)
+  await user.click(screen.getByRole('button', { name: 'Update Channel' }))
+  await waitFor(() => expect(put).toHaveBeenCalled())
+  const payload = put.mock.calls[0]?.[1] as { setting: string }
+  expect(JSON.parse(payload.setting)).not.toHaveProperty(
+    'tls_insecure_skip_verify'
+  )
+})
+
+test('turning on the upstream TLS verification skip saves it in the channel setting', async () => {
+  const put = vi
+    .spyOn(api, 'put')
+    .mockResolvedValue({ data: { success: true } })
+  const user = userEvent.setup()
+  render(<ConfigurationHarness currentRow={editingChannel} />)
+  await screen.findByDisplayValue('Existing channel')
+  await user.click(screen.getByRole('tab', { name: /Other Settings/ }))
+  const toggle = screen.getByRole('switch', {
+    name: 'Skip Upstream TLS Verification',
+  })
+  expect(toggle).not.toBeChecked()
+  await user.click(toggle)
+  await user.click(screen.getByRole('button', { name: 'Update Channel' }))
+  await waitFor(() => expect(put).toHaveBeenCalled())
+  const payload = put.mock.calls[0]?.[1] as { setting: string }
+  expect(JSON.parse(payload.setting)).toMatchObject({
+    tls_insecure_skip_verify: true,
+  })
+})
+
 test('an invalid edit switches categories and replaces configured styling with the field error', async () => {
   const user = userEvent.setup()
   render(<ConfigurationHarness currentRow={editingChannel} />)
@@ -2301,10 +2354,14 @@ test('redirecting a model from the model picker publishes it, adds a mapping row
 })
 
 test('fetched upstream models can be redirected in bulk with the model list synced', async () => {
+  editingChannel.models = 'custom-model,upstream-model'
   const user = userEvent.setup()
   render(<ConfigurationHarness currentRow={editingChannel} />)
   await screen.findByDisplayValue('Existing channel')
   await user.click(screen.getByRole('button', { name: 'Fetch from Upstream' }))
+  await user.click(
+    await screen.findByRole('tab', { name: 'Existing Models (1)' })
+  )
   await screen.findByRole('checkbox', { name: 'upstream-model' })
 
   await user.click(screen.getByRole('button', { name: 'Batch redirect' }))
@@ -2314,6 +2371,9 @@ test('fetched upstream models can be redirected in bulk with the model list sync
   expect(
     dialog.getByRole('tab', { name: /Upstream model list/ })
   ).toHaveAttribute('aria-selected', 'true')
+  expect(
+    dialog.getByRole('checkbox', { name: 'upstream-model' })
+  ).not.toBeChecked()
   await user.click(dialog.getByRole('checkbox', { name: 'upstream-model' }))
   await user.type(dialog.getByRole('textbox', { name: 'Suffix' }), '-model')
   await user.click(dialog.getByRole('button', { name: 'Add 1 mapping(s)' }))
@@ -2420,9 +2480,127 @@ test('on wide screens redirecting a fetched model opens the floating panel besid
   ).toHaveValue('upstream')
 })
 
-test('a suggested rule in the floating panel maps every matching fetched model and publishes the derived names', async () => {
+test.each(['current session', 'saved preference'])(
+  'quick redirect expands a panel collapsed in the %s and focuses the new request name',
+  async (collapsedIn) => {
+    useWideScreen()
+    editingChannel.model_mapping = '{"existing-alias":"existing-upstream"}'
+    if (collapsedIn === 'saved preference') {
+      window.localStorage.setItem(
+        'floating-window:channel-model-redirects',
+        JSON.stringify({
+          x: 1000,
+          y: 80,
+          width: 380,
+          height: 360,
+          collapsed: true,
+        })
+      )
+    }
+    const user = userEvent.setup()
+    render(<ConfigurationHarness currentRow={editingChannel} />)
+    await screen.findByDisplayValue('Existing channel')
+    await user.click(
+      screen.getByRole('button', { name: 'Fetch from Upstream' })
+    )
+    await screen.findByRole('checkbox', { name: 'upstream-model' })
+    if (collapsedIn === 'current session') {
+      await user.click(screen.getByRole('button', { name: 'Redirect panel' }))
+      await user.click(screen.getByRole('button', { name: 'Collapse panel' }))
+      expect(screen.getByRole('button', { name: 'Expand panel' })).toBeVisible()
+    }
+
+    await user.click(
+      screen.getByRole('button', { name: 'Redirect upstream-model' })
+    )
+    let panelElement = await screen.findByRole('complementary', {
+      name: 'Model redirects',
+    })
+    let panel = within(panelElement)
+    await waitFor(() =>
+      expect(panel.getByDisplayValue('upstream-model')).toBeVisible()
+    )
+    const request = panel.getAllByRole('combobox', {
+      name: 'Request Model Name',
+    })[1]
+    await waitFor(() => expect(request).toHaveFocus())
+    expect(request).toHaveValue('')
+    expect(panel.getByDisplayValue('existing-alias')).toBeVisible()
+    expect(panel.getByDisplayValue('existing-upstream')).toBeVisible()
+    expect(screen.getByText('1 model(s) redirected')).toBeVisible()
+    if (collapsedIn === 'saved preference') {
+      expect(panelElement).toHaveStyle({
+        left: '1000px',
+        top: '80px',
+        width: '380px',
+        height: '360px',
+      })
+    }
+
+    // Handling the draft must not prevent collapse or swallow the next shortcut for the same model.
+    await user.click(panel.getByRole('button', { name: 'Collapse panel' }))
+    expect(
+      screen.queryByRole('complementary', { name: 'Model redirects' })
+    ).not.toBeInTheDocument()
+    await user.click(
+      screen.getByRole('button', { name: 'Redirect upstream-model' })
+    )
+    panelElement = await screen.findByRole('complementary', {
+      name: 'Model redirects',
+    })
+    panel = within(panelElement)
+    await waitFor(() =>
+      expect(panel.getByDisplayValue('upstream-model')).toBeVisible()
+    )
+    await waitFor(() =>
+      expect(
+        panel.getAllByRole('combobox', { name: 'Request Model Name' })[1]
+      ).toHaveFocus()
+    )
+  }
+)
+
+test('redirecting a recognized upstream name opens an empty alias draft without changing the model list', async () => {
   useWideScreen()
   const baseGet = vi.mocked(api.get).getMockImplementation()
+  vi.spyOn(api, 'get').mockImplementation(async (url, ...rest) => {
+    if (url === '/api/channel/fetch_models/42') {
+      return { data: { success: true, data: ['gpt-4o-all'] } }
+    }
+    if (url === '/api/channel/models') {
+      return { data: { success: true, data: [{ id: 'gpt-4o' }] } }
+    }
+    return baseGet?.(url, ...rest)
+  })
+  const user = userEvent.setup()
+  render(<ConfigurationHarness currentRow={editingChannel} />)
+  await screen.findByDisplayValue('Existing channel')
+  await user.click(screen.getByRole('button', { name: 'Fetch from Upstream' }))
+  await user.click(
+    await screen.findByRole('button', { name: 'Redirect gpt-4o-all' })
+  )
+  const panel = within(
+    await screen.findByRole('complementary', { name: 'Model redirects' })
+  )
+  const request = panel.getByRole('combobox', { name: 'Request Model Name' })
+  await waitFor(() => expect(request).toHaveFocus())
+  expect(request).toHaveValue('')
+  expect(
+    panel.getByRole('combobox', { name: 'Upstream Model Name' })
+  ).toHaveValue('gpt-4o-all')
+  expect(screen.queryByLabelText('Published as gpt-4o')).not.toBeInTheDocument()
+  expect(
+    within(screen.getByRole('group', { name: 'Models' })).getByRole('button', {
+      name: 'custom-model',
+    })
+  ).toBeVisible()
+  expect(screen.queryByText('1 model(s) redirected')).not.toBeInTheDocument()
+})
+
+test('the redirect panel batch action starts empty and only applies explicitly selected models after preview', async () => {
+  useWideScreen()
+  editingChannel.models = 'custom-model,gpt-4o-all,o3-all'
+  const baseGet = vi.mocked(api.get).getMockImplementation()
   vi.spyOn(api, 'get').mockImplementation(async (url, ...rest) => {
     if (url === '/api/channel/fetch_models/42') {
       return { data: { success: true, data: ['gpt-4o-all', 'o3-all'] } }
@@ -2436,22 +2614,47 @@ test('a suggested rule in the floating panel maps every matching fetched model a
   render(<ConfigurationHarness currentRow={editingChannel} />)
   await screen.findByDisplayValue('Existing channel')
   await user.click(screen.getByRole('button', { name: 'Fetch from Upstream' }))
+  await user.click(
+    await screen.findByRole('tab', { name: 'Existing Models (2)' })
+  )
   await screen.findByRole('checkbox', { name: 'gpt-4o-all' })
 
   await user.click(screen.getByRole('button', { name: 'Redirect panel' }))
   const panel = within(
     await screen.findByRole('complementary', { name: 'Model redirects' })
   )
-  await user.click(panel.getByRole('button', { name: /Strip -all/ }))
+  expect(panel.queryByText('Suggested rules')).not.toBeInTheDocument()
+  await user.click(panel.getByRole('button', { name: 'Batch Add' }))
+  let dialog = within(
+    screen.getByRole('dialog', { name: 'Batch add mappings' })
+  )
+  expect(dialog.getByRole('checkbox', { name: 'gpt-4o-all' })).not.toBeChecked()
+  expect(dialog.getByRole('checkbox', { name: 'o3-all' })).not.toBeChecked()
+  await user.click(dialog.getByRole('checkbox', { name: 'gpt-4o-all' }))
+  await user.type(dialog.getByRole('textbox', { name: 'Suffix' }), '-all')
+  await user.click(dialog.getByRole('button', { name: 'Cancel' }))
+  const picker = within(screen.getByRole('group', { name: 'Models' }))
+  expect(picker.getByRole('button', { name: 'gpt-4o-all' })).toBeVisible()
+  expect(
+    picker.queryByRole('button', { name: 'gpt-4o' })
+  ).not.toBeInTheDocument()
+
+  await user.click(panel.getByRole('button', { name: 'Batch Add' }))
+  dialog = within(screen.getByRole('dialog', { name: 'Batch add mappings' }))
+  expect(dialog.getByRole('checkbox', { name: 'gpt-4o-all' })).not.toBeChecked()
+  await user.click(dialog.getByRole('checkbox', { name: 'gpt-4o-all' }))
+  await user.type(dialog.getByRole('textbox', { name: 'Suffix' }), '-all')
+  expect(dialog.getByRole('list', { name: 'Preview' })).toHaveTextContent(
+    'gpt-4ogpt-4o-all'
+  )
+  await user.click(dialog.getByRole('button', { name: 'Add 1 mapping(s)' }))
   expect(
     panel.getAllByRole('combobox', { name: 'Request Model Name' })
-  ).toHaveLength(2)
-  expect(screen.getByLabelText('Published as gpt-4o')).toBeVisible()
-  expect(screen.getByLabelText('Published as o3')).toBeVisible()
-  const picker = within(screen.getByRole('group', { name: 'Models' }))
+  ).toHaveLength(1)
   expect(picker.getByRole('button', { name: 'gpt-4o' })).toBeVisible()
-  expect(picker.getByRole('button', { name: 'o3' })).toBeVisible()
-  expect(screen.getByText('2 model(s) redirected')).toBeVisible()
+  expect(picker.getByRole('button', { name: 'o3-all' })).toBeVisible()
+  expect(picker.queryByRole('button', { name: 'o3' })).not.toBeInTheDocument()
+  expect(screen.getByText('1 model(s) redirected')).toBeVisible()
 
   await user.click(panel.getByRole('button', { name: 'Collapse panel' }))
   expect(
@@ -2595,3 +2798,138 @@ test('the header override passthrough template button confirms before filling th
     )
   ).toBeChecked()
 })
+
+test('a New API channel binds upstream task plugins and publishes their models', async () => {
+  const channel = channelSchema.parse({
+    ...editingChannel,
+    type: 60,
+    base_url: 'https://gateway.example',
+    models: 'gpt-5',
+    setting: JSON.stringify({ task_extend_plugin_keys: ['video-a'] }),
+  })
+  const originalGet = vi.mocked(api.get).getMockImplementation()
+  vi.mocked(api.get).mockImplementation(async (url, config) => {
+    if (url === '/api/channel/42') {
+      return { data: { success: true, data: channel } }
+    }
+    return originalGet?.(url, config)
+  })
+  const put = vi
+    .spyOn(api, 'put')
+    .mockResolvedValue({ data: { success: true } })
+  const user = userEvent.setup()
+  render(<ConfigurationHarness currentRow={channel} />)
+  const extensions = within(
+    await screen.findByRole('group', { name: 'Plugin extensions' })
+  )
+  expect(
+    extensions.getByRole('button', { name: 'Video A Selected 0 / 1' })
+  ).toBeVisible()
+  expect(
+    extensions.queryByRole('button', { name: /^Video B/ })
+  ).not.toBeInTheDocument()
+
+  const selector = screen.getByRole('combobox', {
+    name: 'Select the task plugins installed on the upstream gateway',
+  })
+  await user.click(selector)
+  expect(
+    screen.queryByRole('option', { name: /^No Address/ })
+  ).not.toBeInTheDocument()
+  await user.click(screen.getByRole('option', { name: /^Video B/ }))
+  await user.keyboard('{Escape}')
+  expect(
+    extensions.getByRole('button', { name: 'Video B Selected 1 / 1' })
+  ).toBeVisible()
+  expect(screen.getByRole('button', { name: 'video-b-1' })).toBeVisible()
+
+  await user.click(selector)
+  await user.click(screen.getByRole('option', { name: /^Video A/ }))
+  await user.keyboard('{Escape}')
+  expect(
+    extensions.queryByRole('button', { name: /^Video A/ })
+  ).not.toBeInTheDocument()
+  expect(screen.getByRole('button', { name: 'gpt-5' })).toBeVisible()
+
+  await user.click(screen.getByRole('button', { name: 'Update Channel' }))
+  await waitFor(() => expect(put).toHaveBeenCalled())
+  const payload = put.mock.calls[0]?.[1] as {
+    setting?: string
+    models?: string
+  }
+  const setting = JSON.parse(payload.setting ?? '{}')
+  expect(setting).toMatchObject({ task_extend_plugin_keys: ['video-b'] })
+  expect(setting).not.toHaveProperty('task_plugin_key')
+  expect(payload.models?.split(',').sort()).toEqual(['gpt-5', 'video-b-1'])
+})
+
+test.each([
+  {
+    saved: undefined,
+    shown: 'InvokeModel (legacy)',
+    next: 'Mantle (Messages API)',
+    value: 'mantle',
+  },
+  {
+    saved: 'mantle',
+    shown: 'Mantle (Messages API)',
+    next: 'InvokeModel (legacy)',
+    value: 'invoke_model',
+  },
+])(
+  'AWS API defaults or restores $shown and saves the selected interface',
+  async ({ saved, shown, next, value }) => {
+    editingChannel = {
+      ...editingChannel,
+      type: 33,
+      base_url: '',
+      models: 'claude-opus-4-7',
+      settings: JSON.stringify({
+        aws_key_type: 'api_key',
+        aws_api_type: saved,
+      }),
+    }
+    const put = vi
+      .spyOn(api, 'put')
+      .mockResolvedValue({ data: { success: true } })
+    const user = userEvent.setup()
+    render(<ConfigurationHarness currentRow={editingChannel} />)
+    const selector = await screen.findByRole('combobox', { name: 'AWS API' })
+    await waitFor(() => expect(selector).toHaveTextContent(shown))
+    await user.click(selector)
+    await user.click(screen.getByRole('option', { name: next }))
+    expect(selector).toHaveTextContent(next)
+    await user.click(screen.getByRole('button', { name: 'Update Channel' }))
+    await waitFor(() => expect(put).toHaveBeenCalled())
+    const payload = put.mock.calls[0]?.[1] as { settings: string }
+    expect(JSON.parse(payload.settings)).toMatchObject({
+      aws_key_type: 'api_key',
+      aws_api_type: value,
+    })
+  }
+)
+
+test('AWS interface selection is disabled without sensitive channel write permission', async () => {
+  editingChannel = {
+    ...editingChannel,
+    type: 33,
+    settings: '{"aws_api_type":"mantle"}',
+  }
+  useAuthStore.setState({
+    auth: {
+      ...originalAuth,
+      user: {
+        id: 10,
+        username: 'operator',
+        role: ROLE.ADMIN,
+        permissions: {
+          admin_permissions: { channel: { read: true, write: true } },
+        },
+      },
+    },
+  })
+  render(<ConfigurationHarness currentRow={editingChannel} />)
+  expect(
+    await screen.findByRole('combobox', { name: 'AWS API' })
+  ).toBeDisabled()
+})
diff --git a/web/src/features/channels/components/__tests__/channels-columns-status-tooltip-content.test.tsx b/web/src/features/channels/components/__tests__/channels-columns-status-tooltip-content.test.tsx
new file mode 100644
index 0000000..59f593a
--- /dev/null
+++ b/web/src/features/channels/components/__tests__/channels-columns-status-tooltip-content.test.tsx
@@ -0,0 +1,77 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { QueryClient, QueryClientProvider } from '@tanstack/react-query'
+import {
+  flexRender,
+  getCoreRowModel,
+  useReactTable,
+} from '@tanstack/react-table'
+import { render, screen } from '@testing-library/react'
+import userEvent from '@testing-library/user-event'
+import { expect, test } from 'vitest'
+
+import { channelSchema, type Channel } from '../../types'
+import { useChannelsColumns } from '../channels-columns'
+import { ChannelsProvider } from '../channels-provider'
+
+function ExampleAutoDisabledStatusCell(props: { channel: Channel }) {
+  const table = useReactTable({
+    data: [props.channel],
+    columns: useChannelsColumns({ enableSelection: false }),
+    getCoreRowModel: getCoreRowModel(),
+  })
+  const cell = table
+    .getRowModel()
+    .rows[0]?.getAllCells()
+    .find((item) => item.column.id === 'status')
+
+  return cell ? flexRender(cell.column.columnDef.cell, cell.getContext()) : null
+}
+
+test('keeps the long string inside the status tooltip is wrapped when show', async () => {
+  const reason = '114514'.repeat(40)
+  const channelItem = channelSchema.parse({
+    id: 1,
+    type: 1,
+    key: 'test-key',
+    name: 'Test-Channel-Item',
+    status: 3,
+    created_time: 1,
+    test_time: 0,
+    response_time: 0,
+    balance_updated_time: 0,
+    other_info: JSON.stringify({ status_reason: reason }),
+  })
+  const queryClient = new QueryClient()
+  const user = userEvent.setup()
+
+  render(
+    <QueryClientProvider client={queryClient}>
+      <ChannelsProvider>
+        <ExampleAutoDisabledStatusCell channel={channelItem} />
+      </ChannelsProvider>
+    </QueryClientProvider>
+  )
+
+  await user.hover(screen.getByText('Auto Disabled'))
+
+  expect(await screen.findByText(reason, { exact: false })).toHaveClass(
+    'wrap-anywhere'
+  )
+})
diff --git a/web/src/features/channels/components/__tests__/model-mapping-batch-dialog.test.tsx b/web/src/features/channels/components/__tests__/model-mapping-batch-dialog.test.tsx
index 131551d..287f1ef 100644
--- a/web/src/features/channels/components/__tests__/model-mapping-batch-dialog.test.tsx
+++ b/web/src/features/channels/components/__tests__/model-mapping-batch-dialog.test.tsx
@@ -18,11 +18,15 @@ For commercial licensing, please contact support@quantumnous.com
 */
 import { render, screen, within } from '@testing-library/react'
 import userEvent from '@testing-library/user-event'
+import { createInstance } from 'i18next'
+import { I18nextProvider } from 'react-i18next'
 import { expect, test, vi } from 'vitest'
 
+import fr from '@/i18n/locales/fr.json'
+
 import { ModelMappingBatchDialog } from '../model-mapping-batch-dialog'
 
-test('upstream names are the default source: stripping a suffix derives request names, skips unchanged models, and syncs the model list', async () => {
+test('creating user aliases starts unselected, previews request-to-upstream pairs, and skips unchanged names', async () => {
   const user = userEvent.setup()
   const onApply = vi.fn()
   render(
@@ -30,113 +34,236 @@ test('upstream names are the default source: stripping a suffix derives request
       open
       onOpenChange={vi.fn()}
       upstreamModels={['gpt-4o-all', 'o3']}
-      channelModels={['gpt-4o']}
+      channelModels={['gpt-4o-all']}
       onApply={onApply}
     />
   )
-  const dialog = within(
-    screen.getByRole('dialog', { name: 'Batch add mappings' })
-  )
   expect(
-    dialog.getByRole('tab', { name: /Upstream model list/ })
-  ).toHaveAttribute('aria-selected', 'true')
-  expect(
-    dialog.getByRole('radio', {
-      name: 'Upstream names returned by the provider',
-    })
+    screen.getByRole('radio', { name: 'Create aliases for users' })
   ).toBeChecked()
-  expect(dialog.getByRole('radio', { name: 'Strip suffix' })).toBeChecked()
-  expect(
-    dialog.getByRole('button', { name: 'Add 0 mapping(s)' })
-  ).toBeDisabled()
-
-  await user.click(dialog.getByRole('checkbox', { name: 'gpt-4o-all' }))
-  await user.click(dialog.getByRole('checkbox', { name: 'o3' }))
-  await user.type(dialog.getByRole('textbox', { name: 'Suffix' }), '-all')
-  expect(dialog.getByRole('list', { name: 'Preview' })).toHaveTextContent(
-    'gpt-4ogpt-4o-all'
+  expect(screen.getByRole('combobox', { name: 'Rule' })).toHaveTextContent(
+    'Strip suffix'
   )
+  expect(screen.getByRole('checkbox', { name: 'gpt-4o-all' })).not.toBeChecked()
   expect(
-    dialog.getByText('1 model(s) unchanged by the rule were skipped')
+    screen.getByRole('button', { name: 'Add 0 mapping(s)' })
+  ).toBeDisabled()
+  expect(
+    screen.getByText(
+      'Example: users call gpt-4o; upstream receives gpt-4o-all.'
+    )
   ).toBeVisible()
 
-  await user.click(dialog.getByRole('button', { name: 'Add 1 mapping(s)' }))
+  await user.click(screen.getByRole('checkbox', { name: 'gpt-4o-all' }))
+  await user.click(screen.getByRole('checkbox', { name: 'o3' }))
+  expect(screen.getByText('Enter a rule to preview mappings.')).toBeVisible()
+  expect(screen.queryByText(/unchanged by the rule/)).not.toBeInTheDocument()
+  await user.type(screen.getByRole('textbox', { name: 'Suffix' }), '-all')
+  const preview = within(screen.getByRole('list', { name: 'Preview' }))
+  expect(preview.getByRole('listitem')).toHaveTextContent('gpt-4ogpt-4o-all')
+  expect(
+    screen.getByText('1 model(s) unchanged by the rule were skipped')
+  ).toBeVisible()
+  expect(onApply).not.toHaveBeenCalled()
+  await user.click(screen.getByRole('button', { name: 'Add 1 mapping(s)' }))
   expect(onApply).toHaveBeenCalledWith({
     pairs: [{ from: 'gpt-4o', to: 'gpt-4o-all' }],
     syncModels: true,
   })
 })
 
-test('the channel-model source flips to request names, offers add rules, and never syncs the model list', async () => {
+test('changing upstream names preserves the request name and leaves model-list syncing off', async () => {
   const user = userEvent.setup()
   const onApply = vi.fn()
   render(
     <ModelMappingBatchDialog
       open
       onOpenChange={vi.fn()}
-      upstreamModels={['x-all']}
       channelModels={['gemini-2.5-flash']}
       onApply={onApply}
     />
   )
-  const dialog = within(
-    screen.getByRole('dialog', { name: 'Batch add mappings' })
-  )
-  await user.click(dialog.getByRole('tab', { name: /Channel models/ }))
   expect(
-    dialog.getByRole('radio', { name: 'Request names your users call' })
+    screen.getByRole('radio', { name: 'Change upstream model names' })
   ).toBeChecked()
-  expect(dialog.getByRole('radio', { name: 'Add suffix' })).toBeChecked()
   expect(
-    dialog.queryByRole('checkbox', { name: /Publish the request names/ })
+    screen.queryByRole('checkbox', { name: /Publish the request names/ })
   ).not.toBeInTheDocument()
-
-  await user.click(dialog.getByRole('checkbox', { name: 'gemini-2.5-flash' }))
-  await user.type(dialog.getByRole('textbox', { name: 'Suffix' }), '-all')
-  await user.click(dialog.getByRole('button', { name: 'Add 1 mapping(s)' }))
+  await user.click(screen.getByRole('checkbox', { name: 'gemini-2.5-flash' }))
+  await user.type(screen.getByRole('textbox', { name: 'Suffix' }), '-all')
+  await user.click(screen.getByRole('button', { name: 'Add 1 mapping(s)' }))
   expect(onApply).toHaveBeenCalledWith({
     pairs: [{ from: 'gemini-2.5-flash', to: 'gemini-2.5-flash-all' }],
     syncModels: false,
   })
 })
 
-test('without an upstream list the dialog offers only channel models, and conflicting request names are reported', async () => {
+test('switching the model list clears selection without changing the chosen task or naming rule', async () => {
   const user = userEvent.setup()
+  const onApply = vi.fn()
+  render(
+    <ModelMappingBatchDialog
+      open
+      onOpenChange={vi.fn()}
+      upstreamModels={['gpt-4o-all']}
+      channelModels={['claude-all']}
+      onApply={onApply}
+    />
+  )
+  await user.click(screen.getByRole('checkbox', { name: 'gpt-4o-all' }))
+  await user.type(screen.getByRole('textbox', { name: 'Suffix' }), '-all')
+  await user.click(screen.getByRole('tab', { name: /Channel models/ }))
+  expect(
+    screen.getByRole('radio', { name: 'Create aliases for users' })
+  ).toBeChecked()
+  expect(screen.getByRole('textbox', { name: 'Suffix' })).toHaveValue('-all')
+  expect(
+    screen.getByRole('button', { name: 'Add 0 mapping(s)' })
+  ).toBeDisabled()
+  await user.click(screen.getByRole('checkbox', { name: 'claude-all' }))
+  await user.click(screen.getByRole('button', { name: 'Add 1 mapping(s)' }))
+  expect(onApply).toHaveBeenCalledWith({
+    pairs: [{ from: 'claude', to: 'claude-all' }],
+    syncModels: true,
+  })
+})
+
+test('creating aliases from channel models reports conflicts and allows opting out of model-list syncing', async () => {
+  const user = userEvent.setup()
+  const onApply = vi.fn()
   render(
     <ModelMappingBatchDialog
       open
       onOpenChange={vi.fn()}
       channelModels={['claude-all', 'claude-latest']}
-      onApply={vi.fn()}
+      onApply={onApply}
     />
   )
-  const dialog = within(
-    screen.getByRole('dialog', { name: 'Batch add mappings' })
-  )
-  expect(dialog.queryByRole('tab')).not.toBeInTheDocument()
-  expect(
-    dialog.getByRole('radio', { name: 'Request names your users call' })
-  ).toBeChecked()
-
+  expect(screen.queryByRole('tab')).not.toBeInTheDocument()
   await user.click(
-    dialog.getByRole('radio', {
-      name: 'Upstream names returned by the provider',
-    })
+    screen.getByRole('radio', { name: 'Create aliases for users' })
   )
-  expect(dialog.getByRole('radio', { name: 'Strip suffix' })).toBeChecked()
-  await user.click(dialog.getByRole('checkbox', { name: 'claude-all' }))
-  await user.click(dialog.getByRole('checkbox', { name: 'claude-latest' }))
+  await user.click(screen.getByRole('checkbox', { name: 'claude-all' }))
+  await user.click(screen.getByRole('checkbox', { name: 'claude-latest' }))
   await user.type(
-    dialog.getByRole('textbox', { name: 'Suffix' }),
+    screen.getByRole('textbox', { name: 'Suffix' }),
     '-all, -latest'
   )
-  expect(dialog.getByRole('list', { name: 'Preview' })).toHaveTextContent(
-    'claudeclaude-all'
-  )
   expect(
-    dialog.getByText(
+    screen.getByText(
       '1 model(s) skipped because another model derives the same request name'
     )
   ).toBeVisible()
-  expect(dialog.getByRole('button', { name: 'Add 1 mapping(s)' })).toBeEnabled()
+  await user.click(
+    screen.getByRole('checkbox', { name: /Publish the request names/ })
+  )
+  await user.click(screen.getByRole('button', { name: 'Add 1 mapping(s)' }))
+  expect(onApply).toHaveBeenCalledWith({
+    pairs: [{ from: 'claude', to: 'claude-all' }],
+    syncModels: false,
+  })
+})
+
+test('the alias task can add a prefix and only shows fields for the selected rule', async () => {
+  const user = userEvent.setup()
+  const onApply = vi.fn()
+  render(
+    <ModelMappingBatchDialog
+      open
+      onOpenChange={vi.fn()}
+      upstreamModels={['gpt-4o']}
+      channelModels={[]}
+      onApply={onApply}
+    />
+  )
+  await user.click(screen.getByRole('checkbox', { name: 'gpt-4o' }))
+  expect(
+    screen.queryByRole('textbox', { name: 'Prefix' })
+  ).not.toBeInTheDocument()
+  await user.click(screen.getByRole('combobox', { name: 'Rule' }))
+  await user.click(screen.getByRole('option', { name: 'Add prefix' }))
+  expect(
+    screen.queryByRole('textbox', { name: 'Suffix' })
+  ).not.toBeInTheDocument()
+  await user.type(screen.getByRole('textbox', { name: 'Prefix' }), 'team/')
+  await user.click(screen.getByRole('button', { name: 'Add 1 mapping(s)' }))
+  expect(onApply).toHaveBeenCalledWith({
+    pairs: [{ from: 'team/gpt-4o', to: 'gpt-4o' }],
+    syncModels: true,
+  })
+})
+
+test('replacement previews include every selected model even when several share an upstream target', async () => {
+  const user = userEvent.setup()
+  const onApply = vi.fn()
+  const models = [
+    'gpt-4o-a',
+    'gpt-4oa',
+    ...Array.from({ length: 8 }, (_, n) => `gpt-${n}`),
+  ]
+  render(
+    <ModelMappingBatchDialog
+      open
+      onOpenChange={vi.fn()}
+      channelModels={models}
+      onApply={onApply}
+    />
+  )
+  await user.click(
+    screen.getByRole('checkbox', { name: 'Select all models in OpenAI' })
+  )
+  await user.click(screen.getByRole('combobox', { name: 'Rule' }))
+  await user.click(screen.getByRole('option', { name: 'Replace text' }))
+  await user.type(screen.getByRole('textbox', { name: 'Find' }), '-')
+  const preview = within(screen.getByRole('list', { name: 'Preview' }))
+  expect(preview.getAllByRole('listitem')).toHaveLength(10)
+  expect(preview.getAllByText('gpt4oa')).toHaveLength(2)
+  await user.click(screen.getByRole('button', { name: 'Add 10 mapping(s)' }))
+  expect(onApply).toHaveBeenCalledWith({
+    pairs: models.map((from) => ({ from, to: from.replaceAll('-', '') })),
+    syncModels: false,
+  })
+})
+
+test('cancelling after configuring a rule does not apply mappings', async () => {
+  const user = userEvent.setup()
+  const onApply = vi.fn()
+  const onOpenChange = vi.fn()
+  render(
+    <ModelMappingBatchDialog
+      open
+      onOpenChange={onOpenChange}
+      channelModels={['gpt-4o']}
+      onApply={onApply}
+    />
+  )
+  await user.click(screen.getByRole('checkbox', { name: 'gpt-4o' }))
+  await user.type(screen.getByRole('textbox', { name: 'Suffix' }), '-all')
+  await user.click(screen.getByRole('button', { name: 'Cancel' }))
+  expect(onOpenChange).toHaveBeenCalledWith(false)
+  expect(onApply).not.toHaveBeenCalled()
+})
+
+test('long translated source labels wrap inside their row without covering the model search', async () => {
+  const i18n = createInstance()
+  await i18n.init({ lng: 'fr', resources: { fr }, keySeparator: false })
+  render(
+    <I18nextProvider i18n={i18n}>
+      <ModelMappingBatchDialog
+        open
+        onOpenChange={vi.fn()}
+        upstreamModels={['gpt-4o-all']}
+        channelModels={['gpt-4o']}
+        onApply={vi.fn()}
+      />
+    </I18nextProvider>
+  )
+  const tabs = screen.getByRole('tablist', { name: 'Sélectionner les modèles' })
+  expect(tabs).toHaveClass('grid-cols-2', 'group-data-horizontal/tabs:h-auto')
+  for (const tab of within(tabs).getAllByRole('tab')) {
+    expect(tab).toHaveClass('whitespace-normal', 'h-auto')
+  }
+  expect(
+    screen.getByRole('textbox', { name: 'Rechercher des modèles...' })
+  ).toBeVisible()
 })
diff --git a/web/src/features/channels/components/__tests__/model-mapping-editor.test.tsx b/web/src/features/channels/components/__tests__/model-mapping-editor.test.tsx
index 907e15b..2c4ab89 100644
--- a/web/src/features/channels/components/__tests__/model-mapping-editor.test.tsx
+++ b/web/src/features/channels/components/__tests__/model-mapping-editor.test.tsx
@@ -190,15 +190,15 @@ test('a draft request with only the upstream name focuses the request field, and
       draftRequest={{ from: '', to: 'up-1', token: 1 }}
     />
   )
-  await waitFor(() =>
-    expect(
-      screen.getAllByRole('combobox', { name: 'Request Model Name' })
-    ).toHaveLength(2)
-  )
+  // The row is committed before its passive effect moves focus.
+  await waitFor(() => {
+    const requestFields = screen.getAllByRole('combobox', {
+      name: 'Request Model Name',
+    })
+    expect(requestFields).toHaveLength(2)
+    expect(requestFields[1]).toHaveFocus()
+  })
   expect(screen.getByDisplayValue('up-1')).toBeVisible()
-  expect(
-    screen.getAllByRole('combobox', { name: 'Request Model Name' })[1]
-  ).toHaveFocus()
 
   view.rerender(
     <ModelMappingEditor
diff --git a/web/src/features/channels/components/__tests__/param-override-editor.test.tsx b/web/src/features/channels/components/__tests__/param-override-editor.test.tsx
new file mode 100644
index 0000000..8813d48
--- /dev/null
+++ b/web/src/features/channels/components/__tests__/param-override-editor.test.tsx
@@ -0,0 +1,355 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { fireEvent, render, screen, waitFor } from '@testing-library/react'
+import userEvent from '@testing-library/user-event'
+import { afterAll, beforeAll, expect, test, vi } from 'vitest'
+
+import { ParamOverrideEditorDialog } from '../dialogs/param-override-editor-dialog'
+
+const getAnimationsDescriptor = Object.getOwnPropertyDescriptor(
+  HTMLElement.prototype,
+  'getAnimations'
+)
+
+beforeAll(() => {
+  Object.defineProperty(HTMLElement.prototype, 'getAnimations', {
+    configurable: true,
+    value: () => [],
+  })
+})
+
+afterAll(() => {
+  if (getAnimationsDescriptor) {
+    Object.defineProperty(
+      HTMLElement.prototype,
+      'getAnimations',
+      getAnimationsDescriptor
+    )
+  } else {
+    Reflect.deleteProperty(HTMLElement.prototype, 'getAnimations')
+  }
+})
+
+async function renderPruneRules(
+  conditions: { path: string; mode: string; value: string }[]
+) {
+  const onSave = vi.fn()
+  render(
+    <ParamOverrideEditorDialog
+      open
+      value={JSON.stringify({
+        operations: [
+          { mode: 'prune_objects', path: 'messages', value: { conditions } },
+        ],
+      })}
+      onOpenChange={vi.fn()}
+      onSave={onSave}
+    />
+  )
+  // Wait for the dialog's opening autofocus before testing user-driven focus.
+  await waitFor(() =>
+    expect(screen.getByRole('button', { name: 'Visual' })).toHaveFocus()
+  )
+  return onSave
+}
+
+test('clearing and retyping a prune path keeps focus on that row and leaves the next rule unchanged', async () => {
+  const user = userEvent.setup()
+  const onSave = await renderPruneRules([
+    { path: 'a', mode: 'full', value: 'x' },
+    { path: 'b', mode: 'full', value: 'y' },
+  ])
+  const firstPath = screen.getByDisplayValue('a')
+  await user.clear(firstPath)
+  expect(firstPath).toHaveValue('')
+  expect(firstPath).toHaveFocus()
+  expect(screen.getByDisplayValue('b')).toBeVisible()
+  await user.type(firstPath, 'z')
+  expect(firstPath).toHaveFocus()
+  await user.click(screen.getByRole('button', { name: 'Save' }))
+  expect(JSON.parse(onSave.mock.calls[0][0])).toEqual({
+    operations: [
+      {
+        mode: 'prune_objects',
+        path: 'messages',
+        value: {
+          conditions: [
+            { path: 'z', mode: 'full', value: 'x' },
+            { path: 'b', mode: 'full', value: 'y' },
+          ],
+        },
+      },
+    ],
+  })
+})
+
+test('a newly added prune condition stays editable after deleting another row and survives duplication and JSON round-trip', async () => {
+  const user = userEvent.setup()
+  const onSave = await renderPruneRules([
+    { path: 'type', mode: 'full', value: 'legacy' },
+  ])
+  await user.click(screen.getAllByRole('button', { name: 'Add Condition' })[0])
+  const paths = screen.getAllByPlaceholderText('type')
+  expect(paths).toHaveLength(2)
+  await user.type(paths[1], 'role')
+  await user.click(screen.getAllByRole('combobox', { name: 'Match Mode' })[1])
+  await user.click(screen.getByRole('option', { name: 'Regex' }))
+  await user.type(
+    screen.getAllByRole('textbox', { name: 'Match Value (optional)' })[1],
+    '(?i)^tool$'
+  )
+  // The first Delete button belongs to the whole operation.
+  await user.click(screen.getAllByRole('button', { name: 'Delete' })[1])
+  expect(paths[1]).toBeInTheDocument()
+  expect(screen.getAllByPlaceholderText('type')).toHaveLength(1)
+  await user.click(screen.getByRole('button', { name: 'Duplicate' }))
+  await user.click(screen.getByRole('button', { name: 'JSON Text' }))
+  await user.click(screen.getByRole('button', { name: 'Visual' }))
+  await user.click(screen.getByRole('button', { name: 'Save' }))
+  const expected = {
+    mode: 'prune_objects',
+    path: 'messages',
+    value: {
+      conditions: [{ path: 'role', mode: 'regex', value: '(?i)^tool$' }],
+    },
+  }
+  expect(JSON.parse(onSave.mock.calls[0][0])).toEqual({
+    operations: [expected, expected],
+  })
+})
+
+test('switching prune simple and advanced modes retains unfinished rows but saving omits empty paths', async () => {
+  const user = userEvent.setup()
+  const onSave = await renderPruneRules([
+    { path: 'a', mode: 'regex', value: '^x$' },
+    { path: 'b', mode: 'full', value: 'y' },
+  ])
+  await user.clear(screen.getByDisplayValue('a'))
+  await user.click(screen.getByRole('button', { name: 'Simple' }))
+  await user.click(screen.getByRole('button', { name: 'Advanced' }))
+  const paths = screen.getAllByPlaceholderText('type')
+  expect(paths).toHaveLength(2)
+  expect(paths[0]).toHaveValue('')
+  expect(paths[1]).toHaveValue('b')
+  expect(
+    screen.getAllByRole('combobox', { name: 'Match Mode' })[0]
+  ).toHaveValue('Regex')
+  await user.click(screen.getByRole('button', { name: 'Save' }))
+  expect(JSON.parse(onSave.mock.calls[0][0])).toEqual({
+    operations: [
+      {
+        mode: 'prune_objects',
+        path: 'messages',
+        value: { conditions: [{ path: 'b', mode: 'full', value: 'y' }] },
+      },
+    ],
+  })
+  expect(paths[0]).toBeInTheDocument()
+})
+
+test('saving an unfinished prune rule is blocked without discarding the draft', async () => {
+  const user = userEvent.setup()
+  const onSave = await renderPruneRules([])
+  await user.click(screen.getAllByRole('button', { name: 'Add Condition' })[0])
+  const path = screen.getByPlaceholderText('type')
+  await user.click(screen.getByRole('button', { name: 'Save' }))
+  expect(onSave).not.toHaveBeenCalled()
+  expect(path).toBeVisible()
+  await user.type(path, 'role')
+  await user.type(
+    screen.getByRole('textbox', { name: 'Match Value (optional)' }),
+    'tool'
+  )
+  await user.click(screen.getByRole('button', { name: 'Save' }))
+  expect(onSave).toHaveBeenCalledOnce()
+  expect(JSON.parse(onSave.mock.calls[0][0])).toEqual({
+    operations: [
+      {
+        mode: 'prune_objects',
+        path: 'messages',
+        value: { conditions: [{ path: 'role', mode: 'full', value: 'tool' }] },
+      },
+    ],
+  })
+})
+
+test('an imported prune rule with an explicit empty type is preserved when saved unchanged', async () => {
+  const user = userEvent.setup()
+  const onSave = vi.fn()
+  const payload = {
+    operations: [
+      { mode: 'prune_objects', path: 'messages', value: { type: '' } },
+    ],
+  }
+  render(
+    <ParamOverrideEditorDialog
+      open
+      value={JSON.stringify(payload)}
+      onOpenChange={vi.fn()}
+      onSave={onSave}
+    />
+  )
+  await user.click(screen.getByRole('button', { name: 'Save' }))
+  expect(onSave).toHaveBeenCalledOnce()
+  expect(JSON.parse(onSave.mock.calls[0][0])).toEqual(payload)
+})
+
+test('selecting Regex saves a literal Go pattern with the condition flags', async () => {
+  const user = userEvent.setup()
+  const onSave = vi.fn()
+  render(
+    <ParamOverrideEditorDialog
+      open
+      value={JSON.stringify({
+        operations: [
+          {
+            mode: 'set',
+            path: 'matched',
+            value: true,
+            conditions: [{ path: 'model', mode: 'full', value: 'gpt' }],
+          },
+        ],
+      })}
+      onOpenChange={vi.fn()}
+      onSave={onSave}
+    />
+  )
+  await user.click(screen.getByRole('button', { name: 'Expand All' }))
+  const mode = screen.getByRole('combobox', { name: 'Match Mode' })
+  await user.click(mode)
+  expect(mode).toHaveAttribute('aria-expanded', 'true')
+  await user.click(screen.getByRole('option', { name: 'Regex' }))
+  expect(mode).toHaveValue('Regex')
+  const pattern = String.raw`(?i)^gpt-\d`
+  fireEvent.change(screen.getByRole('textbox', { name: 'Match Value' }), {
+    target: { value: pattern },
+  })
+  await user.click(screen.getByRole('switch', { name: 'Invert match' }))
+  await user.click(
+    screen.getByRole('switch', { name: 'Pass when key is missing' })
+  )
+  await user.click(screen.getByRole('button', { name: 'Save' }))
+  expect(onSave).toHaveBeenCalledOnce()
+  expect(JSON.parse(onSave.mock.calls[0][0])).toEqual({
+    operations: [
+      {
+        mode: 'set',
+        path: 'matched',
+        value: true,
+        logic: 'OR',
+        conditions: [
+          {
+            path: 'model',
+            mode: 'regex',
+            value: pattern,
+            invert: true,
+            pass_missing_key: true,
+          },
+        ],
+      },
+    ],
+  })
+})
+
+test('importing and duplicating regex rules preserves patterns through JSON and visual modes', async () => {
+  const user = userEvent.setup()
+  const onSave = vi.fn()
+  const conditions = [
+    ...['1e3', 'null', '[0, 1]', '"quoted"', ' padded ', ''].map((value) => ({
+      path: 'model',
+      mode: 'regex',
+      value,
+    })),
+    { path: 'seed', mode: 'full', value: 1000 },
+  ]
+  const operation = {
+    mode: 'set',
+    path: 'matched',
+    value: true,
+    logic: 'AND',
+    conditions,
+  }
+  render(
+    <ParamOverrideEditorDialog
+      open
+      value={JSON.stringify({ operations: [operation] })}
+      onOpenChange={vi.fn()}
+      onSave={onSave}
+    />
+  )
+  await user.click(screen.getByRole('button', { name: 'Duplicate' }))
+  await user.click(screen.getByRole('button', { name: 'JSON Text' }))
+  await user.click(screen.getByRole('button', { name: 'Visual' }))
+  await user.click(screen.getByRole('button', { name: 'Save' }))
+  expect(onSave).toHaveBeenCalledOnce()
+  expect(JSON.parse(onSave.mock.calls[0][0])).toEqual({
+    operations: [operation, operation],
+  })
+})
+
+test('prune-object conditions offer Regex and preserve literal and empty patterns when edited', async () => {
+  const user = userEvent.setup()
+  const onSave = vi.fn()
+  const operation = {
+    mode: 'prune_objects',
+    path: 'messages',
+    value: {
+      conditions: [{ path: 'role', mode: 'full', value: 'system' }],
+    },
+  }
+  render(
+    <ParamOverrideEditorDialog
+      open
+      value={JSON.stringify({ operations: [operation] })}
+      onOpenChange={vi.fn()}
+      onSave={onSave}
+    />
+  )
+  await user.click(screen.getByRole('combobox', { name: 'Match Mode' }))
+  await user.click(screen.getByRole('option', { name: 'Regex' }))
+  const matchValue = screen.getByRole('textbox', {
+    name: 'Match Value (optional)',
+  })
+  fireEvent.change(matchValue, { target: { value: ' 1e3 ' } })
+  await user.click(screen.getByRole('button', { name: 'Save' }))
+  expect(JSON.parse(onSave.mock.calls[0][0])).toEqual({
+    operations: [
+      {
+        ...operation,
+        value: {
+          conditions: [{ path: 'role', mode: 'regex', value: ' 1e3 ' }],
+        },
+      },
+    ],
+  })
+
+  await user.clear(matchValue)
+  await user.click(screen.getByRole('button', { name: 'Save' }))
+  expect(onSave).toHaveBeenCalledTimes(2)
+  expect(JSON.parse(onSave.mock.calls[1][0])).toEqual({
+    operations: [
+      {
+        ...operation,
+        value: {
+          conditions: [{ path: 'role', mode: 'regex', value: '' }],
+        },
+      },
+    ],
+  })
+})
diff --git a/web/src/features/channels/components/__tests__/priority-guide.test.tsx b/web/src/features/channels/components/__tests__/priority-guide.test.tsx
new file mode 100644
index 0000000..e54f86f
--- /dev/null
+++ b/web/src/features/channels/components/__tests__/priority-guide.test.tsx
@@ -0,0 +1,352 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import {
+  act,
+  cleanup,
+  fireEvent,
+  render,
+  screen,
+  waitFor,
+  within,
+} from '@testing-library/react'
+import userEvent from '@testing-library/user-event'
+import { StrictMode, useState } from 'react'
+import { afterEach, beforeEach, expect, test, vi } from 'vitest'
+
+import { CHANNEL_PRIORITY_GUIDE_KEYS } from '../../constants'
+import { ChannelPriorityModeToggle } from '../channel-priority-controls'
+
+function Fixture(props: { reason?: 'sort'; viewMode?: 'card' | 'table' }) {
+  const [active, setActive] = useState(false)
+  return (
+    <ChannelPriorityModeToggle
+      active={active}
+      viewMode={props.viewMode ?? 'table'}
+      reason={props.reason ?? null}
+      onChange={() => setActive((value) => !value)}
+    />
+  )
+}
+
+beforeEach(() => localStorage.clear())
+afterEach(() => {
+  cleanup()
+  vi.useRealTimers()
+  vi.restoreAllMocks()
+  localStorage.clear()
+})
+
+test('drag mode and its help are presented as one accessible control group', () => {
+  render(<Fixture />)
+  const group = within(screen.getByRole('group', { name: 'Drag mode' }))
+  expect(group.getByRole('button', { name: 'Drag mode' })).toBeVisible()
+  expect(group.getByRole('button', { name: 'Drag mode help' })).toBeVisible()
+})
+
+test('seeing the table guide does not hide the first card guide', async () => {
+  localStorage.setItem(CHANNEL_PRIORITY_GUIDE_KEYS.table, 'seen')
+  const user = userEvent.setup()
+  const page = render(<Fixture viewMode='card' />)
+  await user.click(screen.getByRole('button', { name: 'Drag mode' }))
+  const guide = within(await screen.findByRole('dialog'))
+  expect(guide.getByRole('list', { name: 'Card view' })).toBeVisible()
+  await user.click(guide.getByRole('button', { name: 'Got it' }))
+  await waitFor(() =>
+    expect(screen.queryByRole('dialog')).not.toBeInTheDocument()
+  )
+  page.unmount()
+  render(<Fixture viewMode='card' />)
+  await user.click(screen.getByRole('button', { name: 'Drag mode' }))
+  expect(screen.queryByRole('dialog')).not.toBeInTheDocument()
+})
+
+test('first activation shows the guide and remembers dismissal across visits', async () => {
+  const user = userEvent.setup()
+  const page = render(
+    <StrictMode>
+      <Fixture />
+    </StrictMode>
+  )
+  expect(screen.queryByRole('dialog')).not.toBeInTheDocument()
+  await user.click(screen.getByRole('button', { name: 'Drag mode' }))
+  const guide = await screen.findByRole('dialog', {
+    name: 'Drag to set channel priority',
+  })
+  expect(within(guide).getByText('Join the same priority tier')).toBeVisible()
+  expect(within(guide).getByText('Insert a new priority tier')).toBeVisible()
+  await user.click(within(guide).getByRole('button', { name: 'Got it' }))
+  await waitFor(() =>
+    expect(screen.queryByRole('dialog')).not.toBeInTheDocument()
+  )
+  expect(localStorage.getItem(CHANNEL_PRIORITY_GUIDE_KEYS.table)).toBe('seen')
+  expect(
+    screen.getByRole('button', { name: 'Finish reordering' })
+  ).toHaveAttribute('aria-pressed', 'true')
+  page.unmount()
+  render(<Fixture />)
+  await user.click(screen.getByRole('button', { name: 'Drag mode' }))
+  expect(screen.queryByRole('dialog')).not.toBeInTheDocument()
+})
+
+test('returning users can reopen the demo and Escape returns focus to help', async () => {
+  localStorage.setItem(CHANNEL_PRIORITY_GUIDE_KEYS.table, 'seen')
+  const user = userEvent.setup()
+  render(<Fixture />)
+  const help = screen.getByRole('button', { name: 'Drag mode help' })
+  help.focus()
+  await user.keyboard('{Enter}')
+  expect(
+    await screen.findByRole('dialog', { name: 'Drag to set channel priority' })
+  ).toBeVisible()
+  await user.keyboard('{Escape}')
+  await waitFor(() =>
+    expect(screen.queryByRole('dialog')).not.toBeInTheDocument()
+  )
+  await waitFor(() => expect(help).toHaveFocus())
+  expect(screen.getByRole('button', { name: 'Drag mode' })).toHaveAttribute(
+    'aria-pressed',
+    'false'
+  )
+})
+
+test('an unavailable drag mode keeps help accessible without enabling reordering', async () => {
+  const user = userEvent.setup()
+  render(<Fixture reason='sort' />)
+  expect(screen.getByRole('button', { name: 'Drag mode' })).toBeDisabled()
+  await user.click(screen.getByRole('button', { name: 'Drag mode help' }))
+  await user.click(screen.getByRole('button', { name: 'Got it' }))
+  expect(screen.getByRole('button', { name: 'Drag mode' })).toBeDisabled()
+  expect(screen.getByRole('button', { name: 'Drag mode' })).toHaveAttribute(
+    'aria-pressed',
+    'false'
+  )
+})
+
+test('unavailable browser storage does not block the guide or repeat it within the visit', async () => {
+  vi.spyOn(Storage.prototype, 'getItem').mockImplementation(() => {
+    throw new Error('Unavailable')
+  })
+  vi.spyOn(Storage.prototype, 'setItem').mockImplementation(() => {
+    throw new Error('Unavailable')
+  })
+  const user = userEvent.setup()
+  render(<Fixture />)
+  await user.click(screen.getByRole('button', { name: 'Drag mode' }))
+  await user.click(screen.getByRole('button', { name: 'Got it' }))
+  await waitFor(() =>
+    expect(screen.queryByRole('dialog')).not.toBeInTheDocument()
+  )
+  await user.click(screen.getByRole('button', { name: 'Finish reordering' }))
+  await user.click(screen.getByRole('button', { name: 'Drag mode' }))
+  expect(screen.queryByRole('dialog')).not.toBeInTheDocument()
+})
+
+test.each(['table', 'card'] as const)(
+  '%s guide automatically plays both distinct demos and loops after showing each result',
+  (viewMode) => {
+    const original = window.matchMedia
+    vi.spyOn(window, 'matchMedia').mockImplementation((query) => ({
+      ...original(query),
+      matches: false,
+    }))
+    vi.useFakeTimers()
+    render(<Fixture viewMode={viewMode} />)
+    fireEvent.click(screen.getByRole('button', { name: 'Drag mode' }))
+    const guide = within(screen.getByRole('dialog'))
+    const joinTab = guide.getByRole('tab', {
+      name: 'Join the same priority tier',
+    })
+    const insertTab = guide.getByRole('tab', {
+      name: 'Insert a new priority tier',
+    })
+    expect(joinTab).toHaveAttribute('aria-selected', 'true')
+    expect(
+      guide.getByRole('list', {
+        name: viewMode === 'card' ? 'Card view' : 'Table view',
+      })
+    ).toBeVisible()
+    act(() => vi.advanceTimersByTime(1600))
+    expect(guide.getByRole('status')).toHaveTextContent(
+      'Release to join priority 80'
+    )
+    act(() => vi.advanceTimersByTime(1400))
+    expect(guide.getByRole('status')).toHaveTextContent('New priority: 80')
+    act(() => vi.advanceTimersByTime(2199))
+    expect(joinTab).toHaveAttribute('aria-selected', 'true')
+    expect(guide.getByRole('status')).toHaveTextContent('New priority: 80')
+    act(() => vi.advanceTimersByTime(1))
+    expect(insertTab).toHaveAttribute('aria-selected', 'true')
+    expect(guide.getByRole('status')).toHaveTextContent(
+      'Drag the handle to move a channel.'
+    )
+    expect(guide.getByText('Channel C').closest('li')).toHaveTextContent(
+      'Priority 0'
+    )
+    act(() => vi.advanceTimersByTime(1600))
+    expect(guide.getByRole('status')).toHaveTextContent(
+      'Release to insert a new priority tier'
+    )
+    if (viewMode === 'table') {
+      expect(
+        guide.getAllByRole('listitem').map((row) => row.textContent)
+      ).toEqual([
+        'Channel APriority 100',
+        'Channel BPriority 80',
+        'Channel CPriority 90',
+      ])
+    }
+    act(() => vi.advanceTimersByTime(1400))
+    expect(guide.getByRole('status')).toHaveTextContent('New priority: 90')
+    expect(
+      guide.getAllByRole('listitem').map((row) => row.textContent)
+    ).toEqual([
+      'Channel APriority 100',
+      'Channel CPriority 90',
+      'Channel BPriority 80',
+    ])
+    act(() => vi.advanceTimersByTime(2200))
+    expect(joinTab).toHaveAttribute('aria-selected', 'true')
+    expect(guide.getByText('Channel C').closest('li')).toHaveTextContent(
+      'Priority 0'
+    )
+    fireEvent.click(guide.getByRole('button', { name: 'Got it' }))
+    act(() => vi.advanceTimersByTime(10000))
+    expect(screen.queryByRole('dialog')).not.toBeInTheDocument()
+    fireEvent.click(screen.getByRole('button', { name: 'Drag mode help' }))
+    const reopened = within(screen.getByRole('dialog'))
+    expect(
+      reopened.getByRole('tab', { name: 'Join the same priority tier' })
+    ).toHaveAttribute('aria-selected', 'true')
+    expect(reopened.getByText('Channel C').closest('li')).toHaveTextContent(
+      'Priority 0'
+    )
+  }
+)
+
+test('autoplay can pause, resume from the same point, and replay the complete sequence', () => {
+  const original = window.matchMedia
+  vi.spyOn(window, 'matchMedia').mockImplementation((query) => ({
+    ...original(query),
+    matches: false,
+  }))
+  vi.useFakeTimers()
+  render(<Fixture />)
+  fireEvent.click(screen.getByRole('button', { name: 'Drag mode help' }))
+  const guide = within(screen.getByRole('dialog'))
+  act(() => vi.advanceTimersByTime(1600))
+  fireEvent.click(guide.getByRole('button', { name: 'Pause drag demo' }))
+  act(() => vi.advanceTimersByTime(15000))
+  expect(guide.getByRole('status')).toHaveTextContent(
+    'Release to join priority 80'
+  )
+  fireEvent.click(guide.getByRole('button', { name: 'Resume drag demo' }))
+  act(() => vi.advanceTimersByTime(1399))
+  expect(guide.getByRole('status')).toHaveTextContent(
+    'Release to join priority 80'
+  )
+  act(() => vi.advanceTimersByTime(1))
+  expect(guide.getByRole('status')).toHaveTextContent('New priority: 80')
+  act(() => vi.advanceTimersByTime(2200))
+  expect(
+    guide.getByRole('tab', { name: 'Insert a new priority tier' })
+  ).toHaveAttribute('aria-selected', 'true')
+  act(() => vi.advanceTimersByTime(1600))
+  fireEvent.click(guide.getByRole('button', { name: 'Replay drag demo' }))
+  expect(
+    guide.getByRole('tab', { name: 'Join the same priority tier' })
+  ).toHaveAttribute('aria-selected', 'true')
+  expect(guide.getByText('Channel C').closest('li')).toHaveTextContent(
+    'Priority 0'
+  )
+  act(() => vi.advanceTimersByTime(5200))
+  expect(
+    guide.getByRole('tab', { name: 'Insert a new priority tier' })
+  ).toHaveAttribute('aria-selected', 'true')
+})
+
+test('manually selecting a demo starts its own complete playback without an old automatic switch', () => {
+  const original = window.matchMedia
+  vi.spyOn(window, 'matchMedia').mockImplementation((query) => ({
+    ...original(query),
+    matches: false,
+  }))
+  vi.useFakeTimers()
+  render(<Fixture />)
+  fireEvent.click(screen.getByRole('button', { name: 'Drag mode help' }))
+  const guide = within(screen.getByRole('dialog'))
+  const insertTab = guide.getByRole('tab', {
+    name: 'Insert a new priority tier',
+  })
+  act(() => vi.advanceTimersByTime(4800))
+  fireEvent.click(insertTab)
+  act(() => vi.advanceTimersByTime(400))
+  expect(insertTab).toHaveAttribute('aria-selected', 'true')
+  expect(guide.getByRole('status')).toHaveTextContent(
+    'Drag the handle to move a channel.'
+  )
+  act(() => vi.advanceTimersByTime(1200))
+  expect(guide.getByRole('status')).toHaveTextContent(
+    'Release to insert a new priority tier'
+  )
+  act(() => vi.advanceTimersByTime(3600))
+  expect(
+    guide.getByRole('tab', { name: 'Join the same priority tier' })
+  ).toHaveAttribute('aria-selected', 'true')
+})
+
+test('reduced motion shows the result of the selected demo immediately', async () => {
+  const original = window.matchMedia
+  vi.spyOn(window, 'matchMedia').mockImplementation((query) => ({
+    ...original(query),
+    matches: query === '(prefers-reduced-motion: reduce)',
+  }))
+  render(<Fixture />)
+  await userEvent
+    .setup()
+    .click(screen.getByRole('button', { name: 'Drag mode help' }))
+  const guide = within(await screen.findByRole('dialog'))
+  expect(guide.getByRole('status')).toHaveTextContent('New priority: 80')
+  expect(guide.getByText('Channel C').closest('li')).toHaveTextContent(
+    'Priority 80'
+  )
+  await userEvent
+    .setup()
+    .click(guide.getByRole('tab', { name: 'Insert a new priority tier' }))
+  expect(guide.getByRole('status')).toHaveTextContent('New priority: 90')
+  expect(guide.getByText('Channel C').closest('li')).toHaveTextContent(
+    'Priority 90'
+  )
+})
+
+test('keyboard selection switches to the other explicitly named demo', async () => {
+  const user = userEvent.setup()
+  render(<Fixture />)
+  await user.click(screen.getByRole('button', { name: 'Drag mode help' }))
+  const guide = within(await screen.findByRole('dialog'))
+  guide.getByRole('tab', { name: 'Join the same priority tier' }).focus()
+  await user.keyboard('{ArrowRight}')
+  expect(
+    guide.getByRole('tab', { name: 'Insert a new priority tier' })
+  ).toHaveFocus()
+  await user.keyboard('{Enter}')
+  expect(
+    guide.getByRole('tab', { name: 'Insert a new priority tier' })
+  ).toHaveAttribute('aria-selected', 'true')
+  expect(guide.getByRole('status')).toHaveTextContent('New priority: 90')
+})
diff --git a/web/src/features/channels/components/__tests__/priority-order.test.tsx b/web/src/features/channels/components/__tests__/priority-order.test.tsx
new file mode 100644
index 0000000..cbfed52
--- /dev/null
+++ b/web/src/features/channels/components/__tests__/priority-order.test.tsx
@@ -0,0 +1,889 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { QueryClient, QueryClientProvider } from '@tanstack/react-query'
+import {
+  createMemoryHistory,
+  createRootRoute,
+  createRoute,
+  createRouter,
+  RouterProvider,
+} from '@tanstack/react-router'
+import {
+  fireEvent,
+  render,
+  screen,
+  waitFor,
+  within,
+} from '@testing-library/react'
+import userEvent from '@testing-library/user-event'
+import { afterEach, beforeEach, expect, test, vi } from 'vitest'
+
+import { api } from '@/lib/api'
+import { useAuthStore } from '@/stores/auth-store'
+
+import { CHANNEL_PRIORITY_GUIDE_KEYS } from '../../constants'
+import type {
+  PriorityMove,
+  PriorityOrder,
+} from '../../lib/channel-priority-order'
+import type { Channel } from '../../types'
+import { ChannelsPrimaryButtons } from '../channels-primary-buttons'
+import { ChannelsProvider } from '../channels-provider'
+import { ChannelsTable } from '../channels-table'
+
+const initial: PriorityOrder = {
+  revision: 'initial',
+  items: [
+    { id: 1, priority: 100 },
+    { id: 2, priority: 80 },
+    { id: 3, priority: 0 },
+  ],
+  changes: [],
+}
+const applied: PriorityOrder = {
+  revision: 'applied',
+  items: [
+    { id: 1, priority: 100 },
+    { id: 2, priority: 80 },
+    { id: 3, priority: 90 },
+  ],
+  changes: [{ id: 3, previous: 0, priority: 90 }],
+}
+let current: PriorityOrder
+let requests: PriorityMove[]
+let failSave: boolean
+const pointerMethods = [
+  'setPointerCapture',
+  'releasePointerCapture',
+  'hasPointerCapture',
+] as const
+const originalPointerMethods = pointerMethods.map(
+  (name) =>
+    [
+      name,
+      Object.getOwnPropertyDescriptor(HTMLElement.prototype, name),
+    ] as const
+)
+afterEach(() => {
+  vi.unstubAllGlobals()
+  for (const [name, descriptor] of originalPointerMethods) {
+    if (descriptor) {
+      Object.defineProperty(HTMLElement.prototype, name, descriptor)
+    } else Reflect.deleteProperty(HTMLElement.prototype, name)
+  }
+  localStorage.clear()
+})
+
+function channel(item: { id: number; priority: number | null }): Channel {
+  return {
+    id: item.id,
+    priority: item.priority,
+    name: `Channel ${item.id}`,
+    type: 1,
+    status: 1,
+    group: 'default',
+    models: 'test-model',
+    weight: 10,
+    balance: 0,
+    response_time: 0,
+    test_time: 0,
+    channel_info: {},
+  } as Channel
+}
+
+beforeEach(() => {
+  current = initial
+  requests = []
+  failSave = false
+  localStorage.clear()
+  for (const key of Object.values(CHANNEL_PRIORITY_GUIDE_KEYS)) {
+    localStorage.setItem(key, 'seen')
+  }
+  useAuthStore.getState().auth.setUser({
+    id: 1,
+    username: 'test',
+    display_name: 'Test',
+    role: 100,
+    group: 'default',
+  })
+  vi.spyOn(api, 'get').mockImplementation(async (url, config) => {
+    if (url === '/api/channel/priority/order') {
+      return { data: { success: true, data: current } }
+    }
+    if (url === '/api/channel' || url === '/api/channel/search') {
+      const field = config?.params?.sort_by ?? 'priority'
+      const desc = config?.params?.sort_order !== 'asc'
+      const items = current.items
+        .map(channel)
+        .sort(
+          (a, b) =>
+            ((Number(a[field as keyof Channel]) || 0) -
+              (Number(b[field as keyof Channel]) || 0)) *
+              (desc ? -1 : 1) || b.id - a.id
+        )
+      return {
+        data: {
+          success: true,
+          data: { items, total: 3, type_counts: { 1: 3 } },
+        },
+      }
+    }
+    if (url === '/api/group/') {
+      return { data: { success: true, data: ['default'] } }
+    }
+    return { data: { success: true, data: [] } }
+  })
+  vi.spyOn(api, 'post').mockImplementation(async (url, body) => {
+    if (url !== '/api/channel/priority/reorder') {
+      return { data: { success: true } }
+    }
+    const move = body as PriorityMove
+    requests.push(move)
+    if (failSave && !move.preview) {
+      return {
+        data: {
+          success: false,
+          message: 'Channel priorities changed. Refresh and try again.',
+        },
+      }
+    }
+    const joined: PriorityOrder = {
+      revision: 'joined',
+      items: [
+        { id: 1, priority: 100 },
+        { id: 2, priority: 80 },
+        { id: 3, priority: 80 },
+      ],
+      changes: [{ id: 3, previous: 0, priority: 80 }],
+    }
+    let result = applied
+    if (move.restore) result = initial
+    else if (move.position === 'same') result = joined
+    if (!move.preview) current = result
+    return { data: { success: true, data: result } }
+  })
+})
+
+async function mount(view: 'table' | 'card' = 'card', enabled = true) {
+  localStorage.setItem('channels:view-mode', view)
+  const root = createRootRoute()
+  const authenticated = createRoute({
+    getParentRoute: () => root,
+    id: '_authenticated',
+  })
+  const channels = createRoute({
+    getParentRoute: () => authenticated,
+    path: '/channels/',
+    validateSearch: (search) => ({ page: 1, pageSize: 10, ...search }),
+    component: () => (
+      <ChannelsProvider>
+        <header>
+          <ChannelsPrimaryButtons />
+        </header>
+        <ChannelsTable />
+      </ChannelsProvider>
+    ),
+  })
+  const router = createRouter({
+    routeTree: root.addChildren([authenticated.addChildren([channels])]),
+    history: createMemoryHistory({ initialEntries: ['/channels/'] }),
+  })
+  const client = new QueryClient({
+    defaultOptions: { queries: { retry: false }, mutations: { retry: false } },
+  })
+  render(
+    <QueryClientProvider client={client}>
+      <RouterProvider router={router} />
+    </QueryClientProvider>
+  )
+  await screen.findByRole('button', { name: 'Drag mode' })
+  if (enabled) {
+    await waitFor(() =>
+      expect(screen.getByRole('button', { name: 'Drag mode' })).toBeEnabled()
+    )
+    await userEvent
+      .setup()
+      .click(screen.getByRole('button', { name: 'Drag mode' }))
+    await screen.findByRole('button', { name: 'Reorder channel 3' })
+  }
+  return { client, router }
+}
+
+function orderInView() {
+  return [...document.querySelectorAll<HTMLElement>('[data-sortable-id]')].map(
+    (element) => element.dataset.sortableId
+  )
+}
+
+test.each(['table', 'card'] as const)(
+  '%s view opens the matching tutorial without enabling drag mode',
+  async (view) => {
+    await mount(view, false)
+    const user = userEvent.setup()
+    await user.click(screen.getByRole('button', { name: 'Drag mode help' }))
+    const guide = within(await screen.findByRole('dialog'))
+    expect(
+      guide.getByRole('list', {
+        name: view === 'card' ? 'Card view' : 'Table view',
+      })
+    ).toBeVisible()
+    await user.click(guide.getByRole('button', { name: 'Got it' }))
+    await waitFor(() =>
+      expect(screen.queryByRole('dialog')).not.toBeInTheDocument()
+    )
+    expect(screen.getByRole('button', { name: 'Drag mode' })).toHaveAttribute(
+      'aria-pressed',
+      'false'
+    )
+    expect(requests).toEqual([])
+  }
+)
+
+test.each(['table', 'card'] as const)(
+  '%s keyboard reorder saves priority and undo restores it',
+  async (view) => {
+    await mount(view)
+    const user = userEvent.setup()
+    fireEvent.keyDown(
+      screen.getByRole('button', { name: 'Reorder channel 3' }),
+      { key: 'ArrowUp' }
+    )
+    await screen.findByRole('button', { name: 'Undo' })
+    await waitFor(() =>
+      expect(orderInView()).toEqual(['channel:1', 'channel:3', 'channel:2'])
+    )
+    expect(requests.filter((request) => !request.preview)).toEqual([
+      { id: 3, target_id: 2, position: 'before', revision: 'initial' },
+    ])
+    await user.click(screen.getByRole('button', { name: 'Undo' }))
+    await waitFor(() =>
+      expect(orderInView()).toEqual(['channel:1', 'channel:2', 'channel:3'])
+    )
+    expect(requests.at(-1)).toEqual({
+      revision: 'applied',
+      restore: [{ id: 3, previous: 90, priority: 0 }],
+    })
+  }
+)
+
+test('switching sort exits reorder mode without automatically reopening it', async () => {
+  await mount()
+  const user = userEvent.setup()
+  await user.click(screen.getByRole('combobox', { name: 'Sort channels by' }))
+  await user.click(await screen.findByRole('option', { name: /^ID$/ }))
+  await waitFor(() =>
+    expect(screen.getByRole('button', { name: 'Drag mode' })).toBeDisabled()
+  )
+  expect(
+    screen.queryByRole('button', { name: 'Reorder channel 3' })
+  ).not.toBeInTheDocument()
+  await user.click(screen.getByRole('combobox', { name: 'Sort channels by' }))
+  await user.click(await screen.findByRole('option', { name: /^Priority$/ }))
+  await waitFor(() =>
+    expect(screen.getByRole('button', { name: 'Drag mode' })).toBeEnabled()
+  )
+  expect(
+    screen.queryByRole('button', { name: 'Reorder channel 3' })
+  ).not.toBeInTheDocument()
+  expect(requests).toEqual([])
+})
+
+test('failed save restores the visible order and does not offer undo', async () => {
+  failSave = true
+  await mount()
+  fireEvent.keyDown(screen.getByRole('button', { name: 'Reorder channel 3' }), {
+    key: 'ArrowUp',
+  })
+  await waitFor(() => expect(requests).toHaveLength(1))
+  await waitFor(() =>
+    expect(
+      screen.getByRole('button', { name: 'Reorder channel 3' })
+    ).toBeEnabled()
+  )
+  expect(orderInView()).toEqual(['channel:1', 'channel:2', 'channel:3'])
+  expect(screen.queryByRole('button', { name: 'Undo' })).not.toBeInTheDocument()
+})
+
+test('card and table views share the saved order', async () => {
+  await mount()
+  const user = userEvent.setup()
+  fireEvent.keyDown(screen.getByRole('button', { name: 'Reorder channel 3' }), {
+    key: 'ArrowUp',
+  })
+  await screen.findByRole('button', { name: 'Undo' })
+  const views = within(screen.getByRole('group', { name: 'View mode' }))
+  views.getByRole('button', { name: 'Card view' }).focus()
+  await user.tab()
+  expect(views.getByRole('button', { name: 'Table view' })).toHaveFocus()
+  await user.keyboard('{Enter}')
+  await screen.findByRole('table')
+  expect(views.getByRole('button', { name: 'Table view' })).toHaveAttribute(
+    'aria-pressed',
+    'true'
+  )
+  expect(views.getByRole('button', { name: 'Card view' })).toHaveAttribute(
+    'aria-pressed',
+    'false'
+  )
+  expect(orderInView()).toEqual(['channel:1', 'channel:3', 'channel:2'])
+})
+
+test('mobile view controls stay available with the filter panel collapsed', async () => {
+  const original = window.matchMedia
+  vi.spyOn(window, 'matchMedia').mockImplementation((query) => ({
+    ...original(query),
+    matches: query === '(max-width: 640px)',
+  }))
+  await mount('card', false)
+  const user = userEvent.setup()
+  await user.click(screen.getByRole('button', { name: 'Collapse' }))
+  expect(
+    screen.queryByPlaceholderText('Filter by name, ID, or key...')
+  ).not.toBeInTheDocument()
+  expect(screen.getByRole('button', { name: 'Refresh' })).toBeVisible()
+  expect(screen.getByRole('button', { name: 'Drag mode' })).toBeVisible()
+  await user.click(screen.getByRole('button', { name: 'Table view' }))
+  expect(await screen.findByRole('table')).toBeVisible()
+  await user.click(screen.getByRole('button', { name: 'View' }))
+  expect(
+    await screen.findByRole('menuitemcheckbox', { name: 'Weight' })
+  ).toBeVisible()
+})
+
+function pointerGeometry(cardColumns = 3) {
+  class TestPointerEvent extends MouseEvent {
+    pointerId: number
+    constructor(type: string, init: PointerEventInit) {
+      super(type, init)
+      this.pointerId = init.pointerId ?? 1
+    }
+  }
+  vi.stubGlobal('PointerEvent', TestPointerEvent)
+  vi.spyOn(HTMLElement.prototype, 'getBoundingClientRect').mockImplementation(
+    function (this: HTMLElement) {
+      if (this.dataset.sortableId) {
+        const index = [
+          ...document.querySelectorAll('[data-sortable-id]'),
+        ].indexOf(this)
+        if (this.tagName === 'TR') {
+          return new DOMRect(0, 100 + index * 60, 1000, 60)
+        }
+        return new DOMRect(
+          (index % cardColumns) * 320,
+          100 + Math.floor(index / cardColumns) * 220,
+          300,
+          200
+        )
+      }
+      return new DOMRect(0, 0, 1200, 800)
+    }
+  )
+  for (const name of [
+    'setPointerCapture',
+    'releasePointerCapture',
+    'hasPointerCapture',
+  ]) {
+    Object.defineProperty(HTMLElement.prototype, name, {
+      configurable: true,
+      value: () => false,
+    })
+  }
+}
+
+test.each([
+  {
+    startY: 174,
+    jitterY: 169,
+    position: 'same',
+    hint: 'Release to join priority 80',
+  },
+  {
+    startY: 165,
+    jitterY: 171,
+    position: 'before',
+    hint: 'Release to insert a new priority tier',
+  },
+] as const)(
+  'table preserves $position mode through small pointer movements',
+  async ({ startY, jitterY, position, hint }) => {
+    await mount('table')
+    pointerGeometry()
+    const scope = screen.getByRole('region', { name: 'Channels' })
+    fireEvent.pointerDown(
+      screen.getByRole('button', { name: 'Reorder channel 3' }),
+      { pointerId: 1, button: 0, clientX: 20, clientY: 250 }
+    )
+    fireEvent.pointerMove(scope, { pointerId: 1, clientX: 20, clientY: startY })
+    await screen.findByText(hint)
+    fireEvent.pointerMove(scope, {
+      pointerId: 1,
+      clientX: 20,
+      clientY: jitterY,
+    })
+    fireEvent.pointerUp(scope, { pointerId: 1, clientX: 20, clientY: jitterY })
+    await screen.findByRole('button', { name: 'Undo' })
+    expect(requests.filter((request) => !request.preview)).toEqual([
+      { id: 3, target_id: 2, position, revision: 'initial' },
+    ])
+  }
+)
+
+test('the compact table preview respects masked channel names', async () => {
+  await mount('table')
+  await userEvent.setup().click(screen.getByRole('button', { name: /^Hide$/ }))
+  pointerGeometry()
+  const scope = screen.getByRole('region', { name: 'Channels' })
+  fireEvent.pointerDown(
+    screen.getByRole('button', { name: 'Reorder channel 3' }),
+    { pointerId: 1, button: 0, clientX: 20, clientY: 250 }
+  )
+  fireEvent.pointerMove(scope, { pointerId: 1, clientX: 20, clientY: 190 })
+  await screen.findByText('Release to join priority 80')
+  const ghost = document.querySelector('[data-origin-x]')
+  expect(ghost).not.toHaveTextContent('Channel 3')
+  expect(ghost).toHaveTextContent('••••')
+  fireEvent.keyDown(window, { key: 'Escape' })
+  expect(requests.filter((request) => !request.preview)).toEqual([])
+})
+
+test('table targets stay in place and the compact preview leaves the target rows visible', async () => {
+  await mount('table')
+  pointerGeometry()
+  const scope = screen.getByRole('region', { name: 'Channels' })
+  fireEvent.pointerDown(
+    screen.getByRole('button', { name: 'Reorder channel 3' }),
+    { pointerId: 1, button: 0, clientX: 20, clientY: 250 }
+  )
+  fireEvent.pointerMove(scope, { pointerId: 1, clientX: 20, clientY: 105 })
+  await screen.findByText('Release to insert a new priority tier')
+  for (const row of document.querySelectorAll<HTMLElement>(
+    '[data-sortable-id]'
+  )) {
+    expect(row.style.transform).toBe('')
+  }
+  const ghost = document.querySelector<HTMLElement>('[data-origin-x]')
+  expect(ghost?.querySelector('tr')).toBeNull()
+  expect(
+    Number.parseFloat(ghost?.style.width ?? 'Infinity')
+  ).toBeLessThanOrEqual(320)
+  expect(ghost).toHaveTextContent('Channel 3')
+  fireEvent.pointerMove(scope, { pointerId: 1, clientX: 20, clientY: 190 })
+  await screen.findByText('Release to join priority 80')
+  fireEvent.pointerUp(scope, { pointerId: 1, clientX: 20, clientY: 190 })
+  await screen.findByRole('button', { name: 'Undo' })
+  expect(requests.filter((request) => !request.preview)).toEqual([
+    { id: 3, target_id: 2, position: 'same', revision: 'initial' },
+  ])
+  for (const row of document.querySelectorAll<HTMLElement>(
+    '[data-sortable-id]'
+  )) {
+    expect(row.style.transform).toBe('')
+  }
+})
+
+test('dropping below the table rows cancels instead of selecting a distant row', async () => {
+  await mount('table')
+  pointerGeometry()
+  const scope = screen.getByRole('region', { name: 'Channels' })
+  fireEvent.pointerDown(
+    screen.getByRole('button', { name: 'Reorder channel 3' }),
+    { pointerId: 1, button: 0, clientX: 20, clientY: 250 }
+  )
+  fireEvent.pointerMove(scope, { pointerId: 1, clientX: 20, clientY: 190 })
+  await screen.findByText('Release to join priority 80')
+  fireEvent.pointerMove(scope, { pointerId: 1, clientX: 20, clientY: 400 })
+  await waitFor(() =>
+    expect(
+      screen.queryByText('Release to join priority 80')
+    ).not.toBeInTheDocument()
+  )
+  fireEvent.pointerUp(scope, { pointerId: 1, clientX: 20, clientY: 400 })
+  await waitFor(() =>
+    expect(document.querySelector('[data-origin-x]')).not.toBeInTheDocument()
+  )
+  expect(requests.filter((request) => !request.preview)).toEqual([])
+})
+
+test('a card alone on the last grid row still uses horizontal edge targets', async () => {
+  await mount()
+  pointerGeometry(2)
+  const scope = screen.getByRole('region', { name: 'Channels' })
+  fireEvent.pointerDown(
+    screen.getByRole('button', { name: 'Reorder channel 3' }),
+    { pointerId: 1, button: 0, clientX: 20, clientY: 350 }
+  )
+  fireEvent.pointerMove(scope, { pointerId: 1, clientX: 340, clientY: 150 })
+  await screen.findByText('Release to insert a new priority tier')
+  fireEvent.pointerUp(scope, { pointerId: 1, clientX: 340, clientY: 150 })
+  await screen.findByRole('button', { name: 'Undo' })
+  expect(requests.filter((request) => !request.preview)).toEqual([
+    { id: 3, target_id: 2, position: 'before', revision: 'initial' },
+  ])
+})
+
+test('a quick card pointer drag saves even when released before an animation frame', async () => {
+  await mount()
+  pointerGeometry()
+  const handle = screen.getByRole('button', { name: 'Reorder channel 3' })
+  const scope = screen.getByRole('region', { name: 'Channels' })
+  fireEvent.pointerDown(handle, {
+    pointerId: 1,
+    button: 0,
+    clientX: 660,
+    clientY: 130,
+  })
+  fireEvent.pointerMove(scope, { pointerId: 1, clientX: 340, clientY: 150 })
+  fireEvent.pointerUp(scope, { pointerId: 1, clientX: 340, clientY: 150 })
+  fireEvent.lostPointerCapture(scope, { pointerId: 1 })
+  await screen.findByRole('button', { name: 'Undo' })
+  expect(requests.filter((request) => !request.preview)).toEqual([
+    { id: 3, target_id: 2, position: 'before', revision: 'initial' },
+  ])
+  await waitFor(() =>
+    expect(document.querySelector('[data-origin-x]')).not.toBeInTheDocument()
+  )
+  vi.unstubAllGlobals()
+})
+
+test('Escape cancels a card drag without saving and removes its ghost', async () => {
+  await mount()
+  pointerGeometry()
+  const scope = screen.getByRole('region', { name: 'Channels' })
+  fireEvent.pointerDown(
+    screen.getByRole('button', { name: 'Reorder channel 3' }),
+    { pointerId: 1, button: 0, clientX: 660, clientY: 130 }
+  )
+  fireEvent.pointerMove(scope, { pointerId: 1, clientX: 340, clientY: 150 })
+  await waitFor(() =>
+    expect(document.querySelector('[data-origin-x]')).toBeInTheDocument()
+  )
+  fireEvent.keyDown(window, { key: 'Escape' })
+  await waitFor(() =>
+    expect(document.querySelector('[data-origin-x]')).not.toBeInTheDocument()
+  )
+  expect(requests.filter((request) => !request.preview)).toEqual([])
+  expect(orderInView()).toEqual(['channel:1', 'channel:2', 'channel:3'])
+  vi.unstubAllGlobals()
+})
+
+test('moving from a card edge to its center joins the tier despite the moving placeholder', async () => {
+  await mount()
+  pointerGeometry()
+  const scope = screen.getByRole('region', { name: 'Channels' })
+  fireEvent.pointerDown(
+    screen.getByRole('button', { name: 'Reorder channel 3' }),
+    { pointerId: 1, button: 0, clientX: 660, clientY: 130 }
+  )
+  fireEvent.pointerMove(scope, { pointerId: 1, clientX: 340, clientY: 150 })
+  await waitFor(() =>
+    expect(document.querySelector('[data-origin-x]')).toBeInTheDocument()
+  )
+  expect(orderInView()).toEqual(['channel:1', 'channel:2', 'channel:3'])
+  expect(requests.every((request) => request.preview)).toBe(true)
+  fireEvent.pointerMove(scope, { pointerId: 1, clientX: 470, clientY: 150 })
+  fireEvent.pointerUp(scope, { pointerId: 1, clientX: 470, clientY: 150 })
+  await screen.findByRole('button', { name: 'Undo' })
+  expect(requests.filter((request) => !request.preview)).toEqual([
+    { id: 3, target_id: 2, position: 'same', revision: 'initial' },
+  ])
+  await waitFor(() =>
+    expect(document.querySelector('[data-origin-x]')).not.toBeInTheDocument()
+  )
+  vi.unstubAllGlobals()
+})
+
+test('tag grouping disables reorder mode', async () => {
+  localStorage.setItem('enable-tag-mode', 'true')
+  await mount('card', false)
+  expect(
+    screen.getByRole('button', {
+      name: 'Drag mode',
+    })
+  ).toBeDisabled()
+  expect(requests).toEqual([])
+})
+
+test.each(['table', 'card'] as const)(
+  '%s drag handles are hidden by default',
+  async (view) => {
+    await mount(view, false)
+    expect(
+      screen.queryByRole('button', { name: 'Reorder channel 3' })
+    ).not.toBeInTheDocument()
+    expect(screen.getByRole('button', { name: 'Drag mode' })).toHaveAttribute(
+      'aria-pressed',
+      'false'
+    )
+  }
+)
+
+test.each(['table', 'card'] as const)(
+  '%s reordering can be explicitly enabled and finished',
+  async (view) => {
+    await mount(view, false)
+    const user = userEvent.setup()
+    screen.getByRole('button', { name: 'Drag mode' }).focus()
+    await user.keyboard('{Enter}')
+    expect(
+      screen.getByRole('button', { name: 'Reorder channel 3' })
+    ).toBeEnabled()
+    expect(
+      screen.getByRole('button', { name: 'Finish reordering' })
+    ).toHaveAttribute('aria-pressed', 'true')
+    await user.click(screen.getByRole('button', { name: 'Finish reordering' }))
+    expect(
+      screen.queryByRole('button', { name: 'Reorder channel 3' })
+    ).not.toBeInTheDocument()
+    expect(requests).toEqual([])
+    expect(api.get).not.toHaveBeenCalledWith('/api/channel/priority/order')
+  }
+)
+
+test('the page header provides the single sorting control without an ID switch', async () => {
+  await mount('card', false)
+  expect(
+    screen.queryByRole('switch', { name: 'Sort by ID' })
+  ).not.toBeInTheDocument()
+  expect(
+    screen.getAllByRole('combobox', { name: 'Sort channels by' })
+  ).toHaveLength(1)
+  expect(
+    within(screen.getByRole('banner')).getByRole('combobox', {
+      name: 'Sort channels by',
+    })
+  ).toBeEnabled()
+  expect(
+    within(screen.getByRole('region', { name: 'Channels' })).queryByRole(
+      'combobox',
+      { name: 'Sort channels by' }
+    )
+  ).not.toBeInTheDocument()
+})
+
+test('the header places reorder before batch mode while shared display controls stay in the table toolbar', async () => {
+  await mount('card', false)
+  const user = userEvent.setup()
+  const header = within(screen.getByRole('banner'))
+  const toolbar = within(screen.getByRole('region', { name: 'Channels' }))
+  const reorder = header.getByRole('button', { name: 'Drag mode' })
+  reorder.focus()
+  await user.tab()
+  expect(header.getByRole('button', { name: 'Drag mode help' })).toHaveFocus()
+  await user.tab()
+  expect(header.getByRole('switch', { name: 'Batch Operations' })).toHaveFocus()
+  expect(
+    toolbar.queryByRole('button', { name: 'Drag mode' })
+  ).not.toBeInTheDocument()
+  expect(toolbar.getByRole('button', { name: 'Hide' })).toBeVisible()
+  expect(toolbar.getByRole('group', { name: 'View mode' })).toBeVisible()
+})
+
+test('the header honors the saved ID preference and changes the shared sort direction', async () => {
+  localStorage.setItem('channels-id-sort', 'true')
+  await mount('card', false)
+  const header = within(screen.getByRole('banner'))
+  expect(
+    header.getByRole('combobox', { name: 'Sort channels by' })
+  ).toHaveTextContent('ID')
+  await waitFor(() =>
+    expect(orderInView()).toEqual(['channel:3', 'channel:2', 'channel:1'])
+  )
+  const sort = within(header.getByRole('group', { name: 'Sort channels by' }))
+  sort.getByRole('combobox', { name: 'Sort channels by' }).focus()
+  const user = userEvent.setup()
+  await user.tab()
+  expect(sort.getByRole('button', { name: 'Descending' })).toHaveFocus()
+  await user.keyboard('{Enter}')
+  await waitFor(() =>
+    expect(orderInView()).toEqual(['channel:1', 'channel:2', 'channel:3'])
+  )
+  expect(header.getByRole('button', { name: 'Ascending' })).toBeEnabled()
+  expect(screen.getByRole('button', { name: 'Drag mode' })).toBeDisabled()
+})
+
+test('the compact more-actions button opens by keyboard and restores focus on Escape', async () => {
+  await mount('card', false)
+  const user = userEvent.setup()
+  const more = within(screen.getByRole('banner')).getByRole('button', {
+    name: 'More actions',
+  })
+  more.focus()
+  await user.keyboard('{Enter}')
+  expect(more).toHaveAttribute('aria-expanded', 'true')
+  expect(
+    await screen.findByRole('menuitem', { name: 'Test All Channels' })
+  ).toBeVisible()
+  await user.keyboard('{Escape}')
+  await waitFor(() => expect(more).toHaveFocus())
+  expect(more).toHaveAttribute('aria-expanded', 'false')
+})
+
+test('sorting a table column updates the header selection and remains active in card view', async () => {
+  await mount('table', false)
+  const user = userEvent.setup()
+  await user.click(
+    within(screen.getByRole('table')).getByRole('button', {
+      name: 'Name',
+    })
+  )
+  await user.click(await screen.findByRole('menuitem', { name: 'Asc' }))
+  const header = within(screen.getByRole('banner'))
+  expect(
+    header.getByRole('combobox', { name: 'Sort channels by' })
+  ).toHaveTextContent('Name')
+  expect(header.getByRole('button', { name: 'Ascending' })).toBeEnabled()
+  await user.click(screen.getByRole('button', { name: 'Card view' }))
+  expect(
+    header.getByRole('combobox', { name: 'Sort channels by' })
+  ).toHaveTextContent('Name')
+  expect(screen.getByRole('button', { name: 'Drag mode' })).toBeDisabled()
+})
+
+test('dropping onto a card that moved into the original slot joins its priority tier', async () => {
+  await mount()
+  pointerGeometry()
+  const scope = screen.getByRole('region', { name: 'Channels' })
+  fireEvent.pointerDown(
+    screen.getByRole('button', { name: 'Reorder channel 3' }),
+    { pointerId: 1, button: 0, clientX: 660, clientY: 130 }
+  )
+  fireEvent.pointerMove(scope, { pointerId: 1, clientX: 20, clientY: 150 })
+  await waitFor(() =>
+    expect(document.querySelector('[data-origin-x]')).toBeInTheDocument()
+  )
+  // Channel 2 now occupies the last slot that channel 3 originally occupied.
+  fireEvent.pointerMove(scope, { pointerId: 1, clientX: 790, clientY: 150 })
+  await waitFor(() =>
+    expect(screen.getByRole('status')).toHaveTextContent(
+      'Join the same priority tier'
+    )
+  )
+  expect(
+    document.querySelector(
+      '[data-origin-x] [data-column-id="priority"] [data-slot="numeric-spinner-value"]'
+    )
+  ).toHaveTextContent('80')
+  expect(
+    document.querySelector('[data-sortable-id="channel:2"]')
+  ).toHaveAttribute('data-priority-drop', 'same')
+  fireEvent.pointerUp(scope, { pointerId: 1, clientX: 790, clientY: 150 })
+  await screen.findByRole('button', { name: 'Undo' })
+  expect(requests.filter((request) => !request.preview)).toEqual([
+    { id: 3, target_id: 2, position: 'same', revision: 'initial' },
+  ])
+})
+
+test.each(['table', 'card'] as const)(
+  '%s keeps a held tier preview until Escape cancels it',
+  async (view) => {
+    await mount(view)
+    pointerGeometry()
+    const scope = screen.getByRole('region', { name: 'Channels' })
+    const source = document.querySelector(
+      '[data-sortable-id="channel:3"]'
+    ) as HTMLElement
+    const start =
+      view === 'table'
+        ? { clientX: 20, clientY: 250 }
+        : { clientX: 660, clientY: 130 }
+    const target =
+      view === 'table'
+        ? { clientX: 20, clientY: 190 }
+        : { clientX: 470, clientY: 150 }
+    fireEvent.pointerDown(
+      screen.getByRole('button', { name: 'Reorder channel 3' }),
+      { pointerId: 1, button: 0, ...start }
+    )
+    fireEvent.pointerMove(scope, { pointerId: 1, ...target })
+    await waitFor(() =>
+      expect(screen.getByRole('status')).toHaveTextContent(
+        'Join the same priority tier'
+      )
+    )
+    expect(source.isConnected).toBe(true)
+    expect(source).toHaveStyle({ opacity: '0.2' })
+    expect(
+      document.querySelector(
+        '[data-origin-x] [data-column-id="priority"] [data-slot="numeric-spinner-value"]'
+      )
+    ).toHaveTextContent('80')
+    expect(
+      document.querySelector('[data-sortable-id="channel:2"]')
+    ).toHaveAttribute('data-priority-drop', 'same')
+    fireEvent.keyDown(window, { key: 'Escape' })
+    await waitFor(() =>
+      expect(document.querySelector('[data-origin-x]')).not.toBeInTheDocument()
+    )
+    expect(
+      document.querySelector('[data-priority-drop]')
+    ).not.toBeInTheDocument()
+    expect(source.style.opacity).toBe('')
+    expect(source.style.transform).toBe('')
+    expect(requests.filter((request) => !request.preview)).toEqual([])
+  }
+)
+
+test.each(['table', 'card'] as const)(
+  '%s distinguishes inserting a new tier from joining the target tier before release',
+  async (view) => {
+    await mount(view)
+    pointerGeometry()
+    const scope = screen.getByRole('region', { name: 'Channels' })
+    const start =
+      view === 'table'
+        ? { clientX: 20, clientY: 250 }
+        : { clientX: 660, clientY: 130 }
+    const edge =
+      view === 'table'
+        ? { clientX: 20, clientY: 165 }
+        : { clientX: 340, clientY: 150 }
+    const center =
+      view === 'table'
+        ? { clientX: 20, clientY: 190 }
+        : { clientX: 470, clientY: 150 }
+    fireEvent.pointerDown(
+      screen.getByRole('button', { name: 'Reorder channel 3' }),
+      { pointerId: 1, button: 0, ...start }
+    )
+    fireEvent.pointerMove(scope, { pointerId: 1, ...edge })
+    await screen.findByText('Release to insert a new priority tier')
+    expect(document.querySelector('[data-priority-insertion]')).toBeVisible()
+    expect(
+      document.querySelector('[data-priority-drop="same"]')
+    ).not.toBeInTheDocument()
+    await screen.findByText('New priority: 90')
+    fireEvent.pointerMove(scope, { pointerId: 1, ...center })
+    await screen.findByText('Release to join priority 80')
+    expect(
+      screen.queryByText('Release to insert a new priority tier')
+    ).not.toBeInTheDocument()
+    expect(
+      document.querySelector('[data-priority-insertion]')
+    ).not.toBeVisible()
+    expect(
+      document.querySelector('[data-sortable-id="channel:2"]')
+    ).toHaveAttribute('data-priority-drop', 'same')
+    fireEvent.keyDown(window, { key: 'Escape' })
+    await waitFor(() =>
+      expect(
+        screen.queryByText('Release to join priority 80')
+      ).not.toBeInTheDocument()
+    )
+  }
+)
diff --git a/web/src/features/channels/components/__tests__/provider-selection.test.tsx b/web/src/features/channels/components/__tests__/provider-selection.test.tsx
index da40d83..3b3d692 100644
--- a/web/src/features/channels/components/__tests__/provider-selection.test.tsx
+++ b/web/src/features/channels/components/__tests__/provider-selection.test.tsx
@@ -51,7 +51,7 @@ const migratedProviders = [
   { type: 50, label: 'Kling', key: 'kling' },
   { type: 51, label: 'Jimeng', key: 'jimeng' },
   { type: 52, label: 'Vidu', key: 'vidu' },
-  { type: 54, label: 'DoubaoVideo', key: 'doubao' },
+  { type: 54, label: 'Doubao', key: 'doubao' },
   { type: 55, label: 'Sora', key: 'sora' },
 ]
 const migratedPlugins = migratedProviders.map((provider) => ({
@@ -417,7 +417,7 @@ test('creation searches legacy names and translated names through the replacemen
     fallbackLng: 'en',
     resources: {
       en: { translation: {} },
-      zh: { translation: { DoubaoVideo: '豆包视频' } },
+      zh: { translation: { Doubao: '豆包' } },
     },
   })
   const select = vi.fn()
@@ -439,13 +439,13 @@ test('creation searches legacy names and translated names through the replacemen
     </I18nextProvider>
   )
   const search = screen.getByRole('combobox')
-  await user.type(search, 'DoubaoVideo')
+  await user.type(search, 'Doubao')
   expect(
     screen.getByRole('option', { name: 'Ark Video Plugin doubao' })
   ).toBeVisible()
   await act(() => language.changeLanguage('zh'))
   await user.clear(search)
-  await user.type(search, '豆包视频')
+  await user.type(search, '豆包')
   await user.click(screen.getByRole('tab', { name: 'Plugins' }))
   expect(
     screen.getByRole('option', { name: 'Ark Video Plugin doubao' })
diff --git a/web/src/features/channels/components/__tests__/responses-websocket-setting.test.tsx b/web/src/features/channels/components/__tests__/responses-websocket-setting.test.tsx
index ec06285..f5fd3a5 100644
--- a/web/src/features/channels/components/__tests__/responses-websocket-setting.test.tsx
+++ b/web/src/features/channels/components/__tests__/responses-websocket-setting.test.tsx
@@ -19,20 +19,32 @@ along with this program. If not, see <https://www.gnu.org/licenses/>.
 
 For commercial licensing, please contact support@quantumnous.com
 */
-import { describe, expect, test } from 'vitest'
+import { assert, describe, expect, test } from 'vitest'
 
 import { Form } from '@/components/ui/form'
 
+import { CHANNEL_TYPE_NEW_API, CHANNEL_TYPE_SUB2API } from '../../constants'
+import { CHANNEL_TYPE_ADVANCED_CUSTOM } from '../../lib/advanced-custom'
 import {
   buildSettingJSON,
   CHANNEL_FORM_DEFAULT_VALUES,
   transformChannelToFormDefaults,
+  transformFormDataToCreatePayload,
+  transformFormDataToUpdatePayload,
   type ChannelFormValues,
 } from '../../lib/channel-form'
 import { channelSchema } from '../../types'
 import { AstraModelGuardSetting } from '../astra-model-guard-setting'
 import { ResponsesWebSocketSetting } from '../responses-websocket-setting'
 
+const supportedChannelTypes = [
+  1,
+  57,
+  CHANNEL_TYPE_ADVANCED_CUSTOM,
+  CHANNEL_TYPE_SUB2API,
+  CHANNEL_TYPE_NEW_API,
+]
+
 function SettingsForm(props: {
   channelType: number
   disabled?: boolean
@@ -130,6 +142,42 @@ describe('Responses WebSocket channel setting', () => {
       expect(settings.responses_astra_model_guard).toBe(true)
     }
   )
+  describe.each(supportedChannelTypes)('channel type %s', (channelType) => {
+    test.each([undefined, false, true])(
+      'preserves setting %s through create, update and reload',
+      (enabled) => {
+        const channel = channelSchema.parse({
+          id: 1,
+          name: 'Test channel',
+          key: '',
+          type: channelType,
+          status: 1,
+          created_time: 0,
+          test_time: 0,
+          response_time: 0,
+          balance_updated_time: 0,
+          setting: JSON.stringify({ responses_websocket_enabled: enabled }),
+        })
+        const values = transformChannelToFormDefaults(channel)
+        const payloads = [
+          transformFormDataToCreatePayload(values).channel,
+          transformFormDataToUpdatePayload(values, channel.id),
+        ]
+        for (const payload of payloads) {
+          assert(typeof payload.setting === 'string')
+          expect(JSON.parse(payload.setting).responses_websocket_enabled).toBe(
+            enabled === true
+          )
+          expect(
+            transformChannelToFormDefaults({
+              ...channel,
+              setting: payload.setting,
+            }).responses_websocket_enabled
+          ).toBe(enabled === true)
+        }
+      }
+    )
+  })
 
   test('new channels default to WebSocket disabled', () => {
     expect(
@@ -142,7 +190,7 @@ describe('Responses WebSocket channel setting', () => {
     ).toBe(true)
   })
 
-  test.each([1, 57])(
+  test.each(supportedChannelTypes)(
     'channel type %s exposes an accessible switch and saves on and off',
     async (channelType) => {
       const user = userEvent.setup()
diff --git a/web/src/features/channels/components/__tests__/table-refresh.test.tsx b/web/src/features/channels/components/__tests__/table-refresh.test.tsx
new file mode 100644
index 0000000..bda5529
--- /dev/null
+++ b/web/src/features/channels/components/__tests__/table-refresh.test.tsx
@@ -0,0 +1,155 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { QueryClient, QueryClientProvider } from '@tanstack/react-query'
+import {
+  createMemoryHistory,
+  createRootRoute,
+  createRoute,
+  createRouter,
+  RouterProvider,
+} from '@tanstack/react-router'
+import { cleanup, render, screen, waitFor } from '@testing-library/react'
+import userEvent from '@testing-library/user-event'
+import { createInstance } from 'i18next'
+import { I18nextProvider } from 'react-i18next'
+import { afterEach, beforeEach, expect, it, vi } from 'vitest'
+
+import { api } from '@/lib/api'
+
+import type { Channel } from '../../types'
+import { ChannelsProvider } from '../channels-provider'
+import { ChannelsTable } from '../channels-table'
+
+const i18n = createInstance()
+await i18n.init({
+  lng: 'en',
+  resources: { en: { translation: {} } },
+  initAsync: false,
+})
+const clients: QueryClient[] = []
+
+function channel(name: string): Channel {
+  return {
+    id: 3,
+    type: 1,
+    key: '',
+    status: 1,
+    name,
+    created_time: 0,
+    test_time: 0,
+    response_time: 0,
+    other: '',
+    balance: 0,
+    balance_updated_time: 0,
+    models: 'gpt-4o',
+    group: 'vip',
+    used_quota: 0,
+    other_info: '',
+    remark: '',
+    max_input_tokens: 0,
+    channel_info: {
+      is_multi_key: false,
+      multi_key_size: 0,
+      multi_key_polling_index: 0,
+      multi_key_mode: 'random',
+    },
+    settings: '{}',
+  }
+}
+
+beforeEach(() => {
+  vi.spyOn(window, 'scrollTo').mockImplementation(() => {})
+  localStorage.clear()
+})
+
+afterEach(() => {
+  cleanup()
+  localStorage.clear()
+  clients.splice(0).forEach((client) => client.clear())
+  vi.restoreAllMocks()
+})
+
+async function renderChannelsPage(searchGate: () => Promise<void>) {
+  const get = vi.spyOn(api, 'get').mockImplementation(async (url) => {
+    if (url === '/api/channel/search') {
+      await searchGate()
+      return {
+        data: {
+          success: true,
+          data: { items: [channel('prod')], total: 1, type_counts: {} },
+        },
+      }
+    }
+    return { data: { success: true, data: ['vip'] } }
+  })
+  const client = new QueryClient({
+    defaultOptions: { queries: { retry: false } },
+  })
+  clients.push(client)
+  const root = createRootRoute()
+  const auth = createRoute({ getParentRoute: () => root, id: '_authenticated' })
+  const channelsRoute = createRoute({
+    getParentRoute: () => auth,
+    path: 'channels/',
+    component: () => (
+      <ChannelsProvider>
+        <ChannelsTable />
+      </ChannelsProvider>
+    ),
+  })
+  const initialEntry =
+    '/channels/?filter=prod&group=%5B%22vip%22%5D&status=%5B%22enabled%22%5D&model=gpt-4o'
+  const router = createRouter({
+    routeTree: root.addChildren([auth.addChildren([channelsRoute])]),
+    history: createMemoryHistory({ initialEntries: [initialEntry] }),
+  })
+  await router.load()
+  render(
+    <I18nextProvider i18n={i18n}>
+      <QueryClientProvider client={client}>
+        <RouterProvider router={router} />
+      </QueryClientProvider>
+    </I18nextProvider>
+  )
+  expect((await screen.findAllByText('prod')).length).toBeGreaterThan(0)
+  return get
+}
+
+it('refetches the channel list with the current filters and marks Refresh busy while it runs', async () => {
+  let gate = Promise.resolve()
+  const get = await renderChannelsPage(() => gate)
+  const searchCalls = () =>
+    get.mock.calls.filter(([url]) => url === '/api/channel/search')
+  const refresh = screen.getByRole('button', { name: 'Refresh' })
+  expect(searchCalls()).toHaveLength(1)
+  expect(refresh).toHaveAttribute('aria-busy', 'false')
+
+  let release!: () => void
+  gate = new Promise((resolve) => {
+    release = resolve
+  })
+  refresh.focus()
+  await userEvent.setup().keyboard('{Enter}')
+
+  await waitFor(() => expect(searchCalls()).toHaveLength(2))
+  expect(searchCalls()[1][1]?.params).toEqual(searchCalls()[0][1]?.params)
+  expect(refresh).toHaveAttribute('aria-busy', 'true')
+  release()
+  await waitFor(() => expect(refresh).toHaveAttribute('aria-busy', 'false'))
+})
diff --git a/web/src/features/channels/components/__tests__/upstream-model-selection.test.tsx b/web/src/features/channels/components/__tests__/upstream-model-selection.test.tsx
index 0073d88..6cd0793 100644
--- a/web/src/features/channels/components/__tests__/upstream-model-selection.test.tsx
+++ b/web/src/features/channels/components/__tests__/upstream-model-selection.test.tsx
@@ -251,3 +251,27 @@ test('models published under another name show that name as a badge next to the
   )
   expect(screen.queryByLabelText(/Published as o3/)).not.toBeInTheDocument()
 })
+
+test('long model names remain fully labeled and selectable in a container-responsive list', async () => {
+  const user = userEvent.setup()
+  const model = 'gpt-4.1-mini-deployment-with-a-long-region-name-2025-04-14'
+  const onChange = vi.fn()
+  render(
+    <UpstreamModelSelection
+      models={[model]}
+      selected={[]}
+      existingModels={[]}
+      showChanges={false}
+      onChange={onChange}
+    />
+  )
+  const checkbox = screen.getByRole('checkbox', { name: model })
+  const category = checkbox.closest('[data-slot="collapsible"]')
+  expect(category).toHaveClass('@container')
+  const grid = checkbox.parentElement?.parentElement
+  expect(grid).toHaveClass('@lg:grid-cols-2')
+  expect(grid).not.toHaveClass('sm:grid-cols-2')
+  expect(screen.getByText(model)).toBeVisible()
+  await user.click(checkbox)
+  expect(onChange).toHaveBeenCalledWith([model])
+})
diff --git a/web/src/features/channels/components/__tests__/upstream-update-dialog.test.tsx b/web/src/features/channels/components/__tests__/upstream-update-dialog.test.tsx
new file mode 100644
index 0000000..5ab7b50
--- /dev/null
+++ b/web/src/features/channels/components/__tests__/upstream-update-dialog.test.tsx
@@ -0,0 +1,363 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import {
+  act,
+  render,
+  renderHook,
+  screen,
+  waitFor,
+  within,
+} from '@testing-library/react'
+import userEvent from '@testing-library/user-event'
+import { describe, expect, test, vi } from 'vitest'
+
+import { Button } from '@/components/ui/button'
+import { api } from '@/lib/api'
+
+import { useChannelUpstreamUpdates } from '../../hooks/use-channel-upstream-updates'
+import { UpstreamUpdateDialog } from '../dialogs/upstream-update-dialog'
+
+const detectionResponse = {
+  data: {
+    success: true,
+    data: { add_models: ['gpt-new', 'gpt-extra'], remove_models: ['gpt-old'] },
+  },
+}
+const applyResponse = {
+  data: {
+    success: true,
+    data: {
+      added_models: ['gpt-new'],
+      removed_models: ['gpt-old'],
+      remaining_models: ['gpt-extra'],
+      remaining_remove_models: [],
+    },
+  },
+}
+
+function UpstreamUpdateHarness(props: { refresh?: () => Promise<void> }) {
+  const upstream = useChannelUpstreamUpdates(
+    props.refresh ?? (() => Promise.resolve())
+  )
+  return (
+    <>
+      <Button
+        onClick={() => upstream.detectChannelUpdates({ id: 42, name: 'batch' })}
+      >
+        Detect
+      </Button>
+      <Button
+        onClick={() =>
+          upstream.openModal(
+            { id: 43, name: 'other channel' },
+            [],
+            ['other-old'],
+            'remove'
+          )
+        }
+      >
+        Other channel
+      </Button>
+      <UpstreamUpdateDialog upstream={upstream} />
+    </>
+  )
+}
+
+describe('upstream update preview', () => {
+  test('detecting changes opens a preview without applying them', async () => {
+    const post = vi.spyOn(api, 'post').mockResolvedValue(detectionResponse)
+    const { result } = renderHook(() =>
+      useChannelUpstreamUpdates(vi.fn().mockResolvedValue(undefined))
+    )
+    await act(() =>
+      result.current.detectChannelUpdates({ id: 42, name: 'batch' })
+    )
+    expect(result.current.showModal).toBe(true)
+    expect(result.current.addModels).toEqual(['gpt-new', 'gpt-extra'])
+    expect(result.current.removeModels).toEqual(['gpt-old'])
+    expect(post).toHaveBeenCalledExactlyOnceWith(
+      '/api/channel/upstream_updates/detect',
+      { id: 42 },
+      expect.anything()
+    )
+  })
+
+  test('loading leads to selectable models and cancelling makes no apply request', async () => {
+    let resolve!: (value: typeof detectionResponse) => void
+    const promise = new Promise<typeof detectionResponse>((done) => {
+      resolve = done
+    })
+    const post = vi.spyOn(api, 'post').mockReturnValue(promise)
+    const user = userEvent.setup()
+    render(<UpstreamUpdateHarness />)
+    await user.click(screen.getByRole('button', { name: 'Detect' }))
+    expect(
+      screen.getByText(
+        'Checking upstream models. Channel models will only change after confirmation.'
+      )
+    ).toBeVisible()
+    expect(
+      screen.queryByRole('button', { name: 'Review selected changes' })
+    ).not.toBeInTheDocument()
+    await act(async () => resolve(detectionResponse))
+    expect(screen.getByRole('checkbox', { name: 'gpt-new' })).toBeChecked()
+    await user.click(screen.getByRole('button', { name: 'Cancel' }))
+    await waitFor(() =>
+      expect(screen.queryByRole('dialog')).not.toBeInTheDocument()
+    )
+    expect(post).toHaveBeenCalledTimes(1)
+  })
+
+  test('removals require explicit selection and a reopened preview resets selections', async () => {
+    const user = userEvent.setup()
+    render(<UpstreamUpdateHarness />)
+    await user.click(screen.getByRole('button', { name: 'Other channel' }))
+    const model = screen.getByRole('checkbox', { name: 'other-old' })
+    expect(model).not.toBeChecked()
+    expect(
+      screen.getByRole('button', { name: 'Review selected changes' })
+    ).toBeDisabled()
+    await user.click(model)
+    expect(model).toBeChecked()
+    await user.click(screen.getByRole('button', { name: 'Cancel' }))
+    await user.click(screen.getByRole('button', { name: 'Other channel' }))
+    expect(
+      screen.getByRole('checkbox', { name: 'other-old' })
+    ).not.toBeChecked()
+  })
+
+  test('review lists the selected changes and applies only after confirmation without ignoring unchecked models', async () => {
+    const post = vi
+      .spyOn(api, 'post')
+      .mockResolvedValueOnce(detectionResponse)
+      .mockResolvedValueOnce(applyResponse)
+    const user = userEvent.setup()
+    render(<UpstreamUpdateHarness />)
+    await user.click(screen.getByRole('button', { name: 'Detect' }))
+    await user.click(await screen.findByRole('checkbox', { name: 'gpt-extra' }))
+    await user.click(screen.getByRole('tab', { name: 'Remove Models (1)' }))
+    const removal = screen.getByRole('checkbox', { name: 'gpt-old' })
+    expect(removal).not.toBeChecked()
+    await user.click(removal)
+    await user.click(
+      screen.getByRole('button', { name: 'Review selected changes' })
+    )
+    const confirmation = screen.getByRole('alertdialog')
+    expect(within(confirmation).getByText('gpt-new')).toBeVisible()
+    expect(within(confirmation).getByText('gpt-old')).toBeVisible()
+    expect(
+      within(confirmation).queryByText('gpt-extra')
+    ).not.toBeInTheDocument()
+    expect(post).toHaveBeenCalledTimes(1)
+    await user.click(
+      within(confirmation).getByRole('button', {
+        name: 'Apply selected changes',
+      })
+    )
+    expect(post).toHaveBeenLastCalledWith(
+      '/api/channel/upstream_updates/apply',
+      {
+        id: 42,
+        add_models: ['gpt-new'],
+        remove_models: ['gpt-old'],
+        ignore_models: [],
+      },
+      expect.anything()
+    )
+    const results = await screen.findByRole('dialog', {
+      name: 'Update results',
+    })
+    expect(within(results).getByText('#42 batch')).toBeVisible()
+    expect(
+      within(
+        within(results).getByRole('region', { name: 'Added models' })
+      ).getByText('gpt-new')
+    ).toBeVisible()
+    expect(
+      within(
+        within(results).getByRole('region', { name: 'Removed models' })
+      ).getByText('gpt-old')
+    ).toBeVisible()
+    expect(
+      within(
+        within(results).getByRole('region', { name: 'Still pending addition' })
+      ).getByText('gpt-extra')
+    ).toBeVisible()
+    expect(
+      screen.queryByRole('button', { name: 'Apply selected changes' })
+    ).not.toBeInTheDocument()
+    await waitFor(() => {
+      expect(
+        within(results).getAllByRole('button', { name: 'Close' })
+      ).toContain(document.activeElement)
+    })
+  })
+
+  test('cancelling the final confirmation returns to the same selection without saving', async () => {
+    const post = vi.spyOn(api, 'post').mockResolvedValue(detectionResponse)
+    const user = userEvent.setup()
+    render(<UpstreamUpdateHarness />)
+    await user.click(screen.getByRole('button', { name: 'Detect' }))
+    await user.click(await screen.findByRole('checkbox', { name: 'gpt-extra' }))
+    await user.click(
+      screen.getByRole('button', { name: 'Review selected changes' })
+    )
+    await user.click(
+      within(screen.getByRole('alertdialog')).getByRole('button', {
+        name: 'Cancel',
+      })
+    )
+    expect(screen.getByRole('checkbox', { name: 'gpt-new' })).toBeChecked()
+    expect(
+      screen.getByRole('checkbox', { name: 'gpt-extra' })
+    ).not.toBeChecked()
+    expect(post).toHaveBeenCalledTimes(1)
+  })
+
+  test('detection failures remain visible and retry can show an empty preview', async () => {
+    const post = vi
+      .spyOn(api, 'post')
+      .mockResolvedValueOnce({
+        data: { success: false, message: 'Upstream unavailable' },
+      })
+      .mockResolvedValueOnce({
+        data: { success: true, data: { add_models: [], remove_models: [] } },
+      })
+    const user = userEvent.setup()
+    render(<UpstreamUpdateHarness />)
+    await user.click(screen.getByRole('button', { name: 'Detect' }))
+    expect(await screen.findByText('Upstream unavailable')).toBeVisible()
+    await user.click(screen.getByRole('button', { name: 'Retry' }))
+    expect(
+      await screen.findByText(
+        'No processable upstream model updates for this channel'
+      )
+    ).toBeVisible()
+    expect(
+      screen.getByRole('button', { name: 'Review selected changes' })
+    ).toBeDisabled()
+    expect(post).toHaveBeenCalledTimes(2)
+  })
+
+  test('long labels can wrap without a fixed tab-list height', async () => {
+    vi.spyOn(api, 'post').mockResolvedValue(detectionResponse)
+    const user = userEvent.setup()
+    render(<UpstreamUpdateHarness />)
+    await user.click(screen.getByRole('button', { name: 'Detect' }))
+    expect(await screen.findByRole('tablist')).toHaveClass(
+      'group-data-horizontal/tabs:h-auto'
+    )
+    for (const tab of screen.getAllByRole('tab')) {
+      expect(tab).toHaveClass('h-auto', 'whitespace-normal')
+    }
+    expect(
+      screen.getByRole('button', { name: 'Review selected changes' })
+    ).toHaveClass('whitespace-normal')
+  })
+
+  test('late detection responses cannot replace another channel preview', async () => {
+    let resolve!: (value: typeof detectionResponse) => void
+    const promise = new Promise<typeof detectionResponse>((done) => {
+      resolve = done
+    })
+    vi.spyOn(api, 'post').mockReturnValue(promise)
+    const user = userEvent.setup()
+    render(<UpstreamUpdateHarness />)
+    await user.click(screen.getByRole('button', { name: 'Detect' }))
+    await user.keyboard('{Escape}')
+    await user.click(screen.getByRole('button', { name: 'Other channel' }))
+    await act(async () => resolve(detectionResponse))
+    expect(screen.getByText('#43 other channel')).toBeVisible()
+    expect(
+      screen.getByRole('checkbox', { name: 'other-old' })
+    ).not.toBeChecked()
+    expect(screen.queryByText('gpt-new')).not.toBeInTheDocument()
+  })
+
+  test('pending apply cannot be dismissed or submitted twice and results use the server response even if refresh fails', async () => {
+    let resolve!: (value: typeof applyResponse) => void
+    const promise = new Promise<typeof applyResponse>((done) => {
+      resolve = done
+    })
+    const post = vi
+      .spyOn(api, 'post')
+      .mockResolvedValueOnce(detectionResponse)
+      .mockReturnValueOnce(promise)
+    const refresh = vi.fn().mockRejectedValue(new Error('List refresh failed'))
+    const user = userEvent.setup()
+    render(<UpstreamUpdateHarness refresh={refresh} />)
+    await user.click(screen.getByRole('button', { name: 'Detect' }))
+    await user.click(
+      await screen.findByRole('button', { name: 'Review selected changes' })
+    )
+    await user.click(
+      screen.getByRole('button', { name: 'Apply selected changes' })
+    )
+    const confirmation = screen.getByRole('alertdialog')
+    expect(
+      within(confirmation).getByRole('button', { name: 'Applying...' })
+    ).toBeDisabled()
+    expect(
+      within(confirmation).getByRole('button', { name: 'Cancel' })
+    ).toBeDisabled()
+    await user.keyboard('{Escape}')
+    expect(screen.getByRole('alertdialog')).toBeVisible()
+    await act(async () => resolve(applyResponse))
+    const results = await screen.findByRole('dialog', {
+      name: 'Update results',
+    })
+    const added = within(results).getByRole('region', { name: 'Added models' })
+    expect(within(added).getByText('gpt-new')).toBeVisible()
+    expect(within(added).queryByText('gpt-extra')).not.toBeInTheDocument()
+    expect(refresh).toHaveBeenCalledTimes(1)
+    expect(post).toHaveBeenCalledTimes(2)
+  })
+
+  test('failed apply keeps its error visible and requires a fresh preview before resubmission', async () => {
+    const post = vi
+      .spyOn(api, 'post')
+      .mockResolvedValueOnce(detectionResponse)
+      .mockRejectedValueOnce(new Error('Connection lost'))
+      .mockResolvedValueOnce(detectionResponse)
+    const user = userEvent.setup()
+    render(<UpstreamUpdateHarness />)
+    await user.click(screen.getByRole('button', { name: 'Detect' }))
+    await user.click(
+      await screen.findByRole('button', { name: 'Review selected changes' })
+    )
+    await user.click(
+      screen.getByRole('button', { name: 'Apply selected changes' })
+    )
+    expect(await screen.findByText('Connection lost')).toBeVisible()
+    expect(
+      screen.getByRole('button', { name: 'Review selected changes' })
+    ).toBeDisabled()
+    expect(
+      screen.queryByRole('dialog', { name: 'Update results' })
+    ).not.toBeInTheDocument()
+    await user.click(screen.getByRole('button', { name: 'Refresh preview' }))
+    expect(
+      await screen.findByRole('checkbox', { name: 'gpt-new' })
+    ).toBeChecked()
+    expect(
+      screen.getByRole('button', { name: 'Review selected changes' })
+    ).toBeEnabled()
+    expect(post).toHaveBeenCalledTimes(3)
+  })
+})
diff --git a/web/src/features/channels/components/channel-card.tsx b/web/src/features/channels/components/channel-card.tsx
index 1dabb1c..e123eee 100644
--- a/web/src/features/channels/components/channel-card.tsx
+++ b/web/src/features/channels/components/channel-card.tsx
@@ -21,7 +21,7 @@ import { memo } from 'react'
 import { useTranslation } from 'react-i18next'
 
 import { GroupBadge } from '@/components/group-badge'
-import { cn } from '@/lib/utils'
+import { StatusBadgeTypeContext } from '@/components/status-badge'
 
 import { CHANNEL_STATUS } from '../constants'
 import { isTagAggregateRow, parseGroupsList } from '../lib'
@@ -42,9 +42,11 @@ const SENSITIVE_MASK = '••••'
 function ChannelCardComponent({
   row,
   isSelected,
+  reorderEnabled = false,
 }: {
   row: Row<Channel>
   isSelected: boolean
+  reorderEnabled?: boolean
 }) {
   const { t } = useTranslation()
   const { sensitiveVisible } = useChannels()
@@ -59,14 +61,9 @@ function ChannelCardComponent({
     return flexRender(cell.column.columnDef.cell, cell.getContext())
   }
 
-  const fieldLabels: Record<string, string> = {
-    balance: t('Used / Remaining'),
-    response_time: t('Response'),
-    test_time: t('Last Tested'),
-  }
-
   const groups = parseGroupsList(row.original.group ?? '')
 
+  const reorderCell = reorderEnabled ? renderCell('reorder') : null
   const selectCell = renderCell('select')
   const typeCell = renderCell('type')
   const nameCell = renderCell('name')
@@ -92,11 +89,12 @@ function ChannelCardComponent({
     <ChannelRowActionsLayoutContext.Provider value='card'>
       <div
         data-state={isSelected ? 'selected' : undefined}
-        className='flex flex-col gap-3'
+        className='flex min-w-0 flex-col gap-3'
       >
         {/* Row 1: selection + type, with status badge + actions menu */}
         <div className='flex items-center justify-between gap-2'>
           <div className='flex min-w-0 flex-1 items-center gap-2'>
+            {reorderCell}
             {!isTagRow && selectCell && (
               <span className='shrink-0'>{selectCell}</span>
             )}
@@ -108,12 +106,11 @@ function ChannelCardComponent({
           </div>
         </div>
 
-        {/* Body: left column (id/name + balance) paired with a right-aligned
-          column (priority/weight + response/test time). */}
-        <div className='flex items-start justify-between gap-3'>
-          {/* Left column */}
-          <div className='flex min-w-0 flex-1 flex-col gap-3 overflow-hidden'>
-            <div className='min-w-0 text-sm'>
+        {/* Both rows share their columns: identity/balance on the left,
+          priority/response and weight/last tested on the right. */}
+        <StatusBadgeTypeContext.Provider value='text'>
+          <div className='grid grid-cols-[minmax(0,1fr)_auto_auto] items-start gap-3'>
+            <div className='min-w-0 overflow-hidden text-sm'>
               {!isTagRow && (
                 <div className={labelClass}>
                   #{sensitiveVisible ? row.original.id : SENSITIVE_MASK}
@@ -121,45 +118,48 @@ function ChannelCardComponent({
               )}
               {nameCell}
             </div>
-            <div className='min-w-0'>
-              <div className={cn('mb-1', labelClass)}>
-                {fieldLabels.balance}
+            <div
+              data-column-id='priority'
+              className='flex min-w-0 flex-col gap-1'
+            >
+              <span className={labelClass}>{t('Priority')}</span>
+              {priorityCell}
+            </div>
+            <div className='flex min-w-0 flex-col gap-1'>
+              <span className={labelClass}>{t('Weight')}</span>
+              {weightCell}
+            </div>
+            <dl className='col-span-3 grid grid-cols-subgrid gap-y-1'>
+              <div className='row-span-2 grid min-w-0 grid-rows-subgrid'>
+                <dt className={labelClass}>{t('Used / Remaining')}</dt>
+                <dd className='min-w-0 text-sm tabular-nums [&_[data-slot=status-badge]]:!ml-0 [&>div]:ml-0 [&>div]:flex-wrap [&>div]:gap-x-3'>
+                  {balanceCell ?? (
+                    <span className='text-muted-foreground'>-</span>
+                  )}
+                </dd>
               </div>
-              <div className='min-w-0 overflow-hidden text-sm'>
-                {balanceCell ?? (
-                  <span className='text-muted-foreground'>-</span>
-                )}
+              <div className='row-span-2 grid min-w-0 grid-rows-subgrid'>
+                <dt className={labelClass}>{t('Response')}</dt>
+                <dd className='min-w-0 text-sm tabular-nums [&_[data-slot=status-badge]]:!ml-0'>
+                  {responseCell ?? (
+                    <span className='text-muted-foreground'>-</span>
+                  )}
+                </dd>
               </div>
-            </div>
+              <div className='row-span-2 grid min-w-0 grid-rows-subgrid'>
+                <dt className={labelClass}>{t('Last Tested')}</dt>
+                <dd className='min-w-0 text-sm [&_[data-slot=status-badge]]:!ml-0'>
+                  {testCell ?? <span className='text-muted-foreground'>-</span>}
+                </dd>
+              </div>
+            </dl>
           </div>
+        </StatusBadgeTypeContext.Provider>
 
-          {/* Right column (sits on the right, content left-aligned). A single
-            grid with content-sized columns keeps Priority/Weight and
-            Response/Last Tested aligned without wasting horizontal space. */}
-          <div className='grid shrink-0 grid-cols-[auto_auto] items-center gap-x-3 gap-y-1'>
-            <span className={labelClass}>{t('Priority')}</span>
-            <span className={labelClass}>{t('Weight')}</span>
-            <div className='flex justify-start'>{priorityCell}</div>
-            <div className='flex justify-start'>{weightCell}</div>
-            <span className={cn('mt-2', labelClass)}>
-              {fieldLabels.response_time}
-            </span>
-            <span className={cn('mt-2', labelClass)}>
-              {fieldLabels.test_time}
-            </span>
-            <div className='overflow-hidden text-sm'>
-              {responseCell ?? <span className='text-muted-foreground'>-</span>}
-            </div>
-            <div className='overflow-hidden text-sm'>
-              {testCell ?? <span className='text-muted-foreground'>-</span>}
-            </div>
-          </div>
-        </div>
-
-        {/* Last row: groups span the full width, showing every group (no label) */}
+        {/* Groups retain their compact, full-width footer. */}
         <div className='min-w-0'>
           {groups.length > 0 ? (
-            <div className='-ml-1.5 flex flex-wrap gap-1'>
+            <div className='-ml-1.5 flex min-w-0 flex-wrap gap-1'>
               {groups.map((g) => (
                 <GroupBadge
                   key={g}
diff --git a/web/src/features/channels/components/channel-priority-context.ts b/web/src/features/channels/components/channel-priority-context.ts
new file mode 100644
index 0000000..4f9ec9a
--- /dev/null
+++ b/web/src/features/channels/components/channel-priority-context.ts
@@ -0,0 +1,29 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { createContext, type KeyboardEvent, type PointerEvent } from 'react'
+
+type PriorityControls = {
+  reason: 'sort' | 'tag' | 'permission' | 'busy' | null
+  start: (event: PointerEvent<HTMLButtonElement>, id: number) => void
+  keyDown: (event: KeyboardEvent<HTMLButtonElement>, id: number) => void
+}
+
+export const ChannelPriorityContext = createContext<PriorityControls | null>(
+  null
+)
diff --git a/web/src/features/channels/components/channel-priority-controls.tsx b/web/src/features/channels/components/channel-priority-controls.tsx
new file mode 100644
index 0000000..1718fd8
--- /dev/null
+++ b/web/src/features/channels/components/channel-priority-controls.tsx
@@ -0,0 +1,275 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { ArrowDown, ArrowUp, GripVertical, Undo2 } from 'lucide-react'
+import { useContext, useState, useSyncExternalStore } from 'react'
+import { useTranslation } from 'react-i18next'
+
+import type { DataTableViewMode } from '@/components/data-table'
+import { Button } from '@/components/ui/button'
+import { ButtonGroup } from '@/components/ui/button-group'
+import {
+  Select,
+  SelectContent,
+  SelectItem,
+  SelectTrigger,
+  SelectValue,
+} from '@/components/ui/select'
+import {
+  Tooltip,
+  TooltipContent,
+  TooltipTrigger,
+} from '@/components/ui/tooltip'
+import { toIntlLocale } from '@/i18n/languages'
+import { formatNumber } from '@/lib/format'
+
+import { CHANNEL_PRIORITY_GUIDE_KEYS } from '../constants'
+import type { useChannelPriorityOrder } from '../hooks/use-channel-priority-order'
+import type { ChannelSortBy } from '../types'
+import { ChannelPriorityContext } from './channel-priority-context'
+import { ChannelPriorityGuide } from './channel-priority-guide'
+
+export function ChannelPriorityHandle(props: { id: number }) {
+  const controls = useContext(ChannelPriorityContext)
+  const { t } = useTranslation()
+  if (!controls) return null
+  let hint = t(
+    'Drag to change priority. Use arrow keys to move, Escape to cancel.'
+  )
+  if (controls.reason === 'sort') hint = t('Sort by priority to drag channels')
+  if (controls.reason === 'tag') {
+    hint = t('Disable tag grouping to drag channels')
+  }
+  if (controls.reason === 'permission') {
+    hint = t('You do not have permission to edit channels')
+  }
+  if (controls.reason === 'busy') hint = t('Saving...')
+  return (
+    <Tooltip>
+      <TooltipTrigger render={<span className='inline-flex shrink-0' />}>
+        <Button
+          type='button'
+          variant='ghost'
+          size='icon-sm'
+          className='text-muted-foreground cursor-grab touch-none active:cursor-grabbing'
+          disabled={!!controls.reason}
+          aria-label={
+            controls.reason === 'tag'
+              ? hint
+              : t('Reorder channel {{id}}', { id: props.id })
+          }
+          onPointerDown={(event) => controls.start(event, props.id)}
+          onKeyDown={(event) => controls.keyDown(event, props.id)}
+        >
+          <GripVertical className='size-4' aria-hidden />
+        </Button>
+      </TooltipTrigger>
+      <TooltipContent>{hint}</TooltipContent>
+    </Tooltip>
+  )
+}
+
+export function ChannelSortControl(props: {
+  field: ChannelSortBy
+  desc: boolean
+  disabled?: boolean
+  onChange: (field: ChannelSortBy, desc: boolean) => void
+}) {
+  const { t } = useTranslation()
+  const options = [
+    { value: 'priority', label: t('Priority') },
+    { value: 'id', label: t('ID') },
+    { value: 'name', label: t('Name') },
+    { value: 'balance', label: t('Balance') },
+    { value: 'response_time', label: t('Response') },
+    { value: 'test_time', label: t('Last Tested') },
+  ]
+  return (
+    <ButtonGroup aria-label={t('Sort channels by')} className='shrink-0'>
+      <Select
+        value={props.field}
+        disabled={props.disabled}
+        onValueChange={(value) => {
+          if (value) props.onChange(value as ChannelSortBy, props.desc)
+        }}
+        items={options}
+      >
+        <SelectTrigger
+          aria-label={t('Sort channels by')}
+          className='bg-background min-w-24'
+        >
+          <SelectValue />
+        </SelectTrigger>
+        <SelectContent>
+          {options.map((option) => (
+            <SelectItem key={option.value} value={option.value}>
+              {option.label}
+            </SelectItem>
+          ))}
+        </SelectContent>
+      </Select>
+      <Button
+        type='button'
+        size='icon'
+        variant='outline'
+        disabled={props.disabled}
+        aria-label={props.desc ? t('Descending') : t('Ascending')}
+        title={props.desc ? t('Descending') : t('Ascending')}
+        onClick={() => props.onChange(props.field, !props.desc)}
+      >
+        {props.desc ? (
+          <ArrowDown aria-hidden className='size-4' />
+        ) : (
+          <ArrowUp aria-hidden className='size-4' />
+        )}
+      </Button>
+    </ButtonGroup>
+  )
+}
+
+export function ChannelPriorityModeToggle(props: {
+  active: boolean
+  viewMode: DataTableViewMode
+  reason: 'sort' | 'tag' | 'permission' | 'busy' | null
+  onChange: () => void
+}) {
+  const { t } = useTranslation()
+  const [guideOpen, setGuideOpen] = useState(false)
+  const [guideSeen, setGuideSeen] = useState<
+    Partial<Record<DataTableViewMode, boolean>>
+  >(() => {
+    try {
+      return {
+        card: localStorage.getItem(CHANNEL_PRIORITY_GUIDE_KEYS.card) === 'seen',
+        table:
+          localStorage.getItem(CHANNEL_PRIORITY_GUIDE_KEYS.table) === 'seen',
+      }
+    } catch {
+      return {}
+    }
+  })
+  const handleGuideOpenChange = (open: boolean) => {
+    setGuideOpen(open)
+    if (open) return
+    setGuideSeen((seen) => ({ ...seen, [props.viewMode]: true }))
+    try {
+      localStorage.setItem(CHANNEL_PRIORITY_GUIDE_KEYS[props.viewMode], 'seen')
+    } catch {
+      // Remember dismissal for this visit when browser storage is unavailable.
+    }
+  }
+  let hint = t('Drag mode')
+  if (props.reason === 'sort') hint = t('Sort by priority to drag channels')
+  if (props.reason === 'tag') hint = t('Disable tag grouping to drag channels')
+  if (props.reason === 'permission') {
+    hint = t('You do not have permission to edit channels')
+  }
+  if (props.reason === 'busy') hint = t('Saving...')
+  return (
+    <ButtonGroup aria-label={t('Drag mode')} className='shrink-0'>
+      <Tooltip>
+        <TooltipTrigger
+          render={<span className='inline-flex [&>button]:rounded-r-none' />}
+        >
+          <Button
+            type='button'
+            variant='outline'
+            className='text-muted-foreground aria-pressed:border-primary/30 aria-pressed:bg-primary/10 aria-pressed:text-primary aria-pressed:hover:bg-primary/15'
+            aria-pressed={props.active}
+            disabled={!!props.reason}
+            onClick={() => {
+              props.onChange()
+              if (!props.active && !guideSeen[props.viewMode]) {
+                setGuideOpen(true)
+              }
+            }}
+          >
+            <GripVertical className='size-4' aria-hidden />
+            {props.active ? t('Finish reordering') : t('Drag mode')}
+          </Button>
+        </TooltipTrigger>
+        <TooltipContent>{hint}</TooltipContent>
+      </Tooltip>
+      <ChannelPriorityGuide
+        open={guideOpen}
+        viewMode={props.viewMode}
+        onOpenChange={handleGuideOpenChange}
+      />
+    </ButtonGroup>
+  )
+}
+
+export function ChannelPriorityStatus(props: {
+  order: ReturnType<typeof useChannelPriorityOrder>
+}) {
+  const { t, i18n } = useTranslation()
+  const order = props.order
+  const hover = useSyncExternalStore(
+    order.previewStore.subscribe,
+    order.previewStore.getSnapshot
+  )
+  const locale = toIntlLocale(i18n.resolvedLanguage || i18n.language)
+  let message = ''
+  if (order.saving) message = t('Saving...')
+  else if (hover.preparing) message = t('Calculating priority...')
+  else if (hover.preview && hover.drop) {
+    const value =
+      hover.preview.items.find((item) => item.id === hover.drop?.id)
+        ?.priority ?? 0
+    const visible = new Set(order.items.map((item) => item.id))
+    const hidden = hover.preview.changes.filter(
+      (item) => !visible.has(item.id)
+    ).length
+    message = t('New priority: {{priority}} · {{count}} channels affected', {
+      priority: formatNumber(value, locale),
+      count: hover.preview.changes.length,
+    })
+    if (hidden) {
+      message += ` · ${t('{{count}} outside this view', { count: hidden })}`
+    }
+    if (hover.drop.position === 'same') {
+      message += ` · ${t('Join the same priority tier')}`
+    } else {
+      message += ` · ${t('Release to insert a new priority tier')}`
+    }
+  } else if (order.active) {
+    message = t(
+      'Drop between tiers to change priority, or in the center to join a tier'
+    )
+  }
+  if (!message && !order.undo?.changes.length) return null
+  return (
+    <div className='text-muted-foreground flex shrink-0 flex-wrap items-center justify-between gap-2 px-1 text-xs'>
+      <span role='status' aria-live='polite'>
+        {message || t('Channel priorities saved')}
+      </span>
+      {!!order.undo?.changes.length && (
+        <Button
+          type='button'
+          variant='ghost'
+          size='sm'
+          disabled={order.active || order.saving}
+          onClick={() => void order.restore()}
+        >
+          <Undo2 className='size-3.5' aria-hidden />
+          {t('Undo')}
+        </Button>
+      )}
+    </div>
+  )
+}
diff --git a/web/src/features/channels/components/channel-priority-demo.tsx b/web/src/features/channels/components/channel-priority-demo.tsx
new file mode 100644
index 0000000..0566f23
--- /dev/null
+++ b/web/src/features/channels/components/channel-priority-demo.tsx
@@ -0,0 +1,261 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { GripVertical, MousePointer2 } from 'lucide-react'
+import { motion } from 'motion/react'
+import { useEffect, useRef, useState } from 'react'
+import { useTranslation } from 'react-i18next'
+
+import type { DataTableViewMode } from '@/components/data-table'
+import { Badge } from '@/components/ui/badge'
+import { useMediaQuery } from '@/hooks/use-media-query'
+import { toIntlLocale } from '@/i18n/languages'
+import { formatNumber } from '@/lib/format'
+import { cn } from '@/lib/utils'
+
+const frames = [
+  { at: 0, phase: 'ready', lifted: false },
+  { at: 700, phase: 'lift', lifted: true },
+  { at: 1500, phase: 'target', lifted: true },
+  { at: 3000, phase: 'done', lifted: false },
+] as const
+
+export function ChannelPriorityDemo(props: {
+  viewMode: DataTableViewMode
+  mode: 'same' | 'insert'
+  playing: boolean
+  onComplete: () => void
+}) {
+  const { t, i18n } = useTranslation()
+  const reduced = useMediaQuery('(prefers-reduced-motion: reduce)')
+  const [frame, setFrame] = useState(0)
+  const elapsed = useRef(0)
+  const current = frames[reduced ? frames.length - 1 : frame]
+  const same = props.mode === 'same'
+  const reached = current.phase === 'target' || current.phase === 'done'
+  const between = !same && reached
+  const result = same ? 80 : 90
+  const card = props.viewMode === 'card'
+  const reorder = between && (card || current.phase === 'done')
+  const order = reorder ? ['A', 'C', 'B'] : ['A', 'B', 'C']
+  let pointerY = 150
+  if (reached) pointerY = same ? 92 : 66
+  const locale = toIntlLocale(i18n.resolvedLanguage || i18n.language)
+  let instruction = t('Drag the handle to move a channel.')
+  if (current.phase === 'target') {
+    instruction = same
+      ? t('Release to join priority {{priority}}', {
+          priority: formatNumber(result, locale),
+        })
+      : t('Release to insert a new priority tier')
+  } else if (current.phase === 'done') {
+    instruction = t('New priority: {{priority}}', {
+      priority: formatNumber(result, locale),
+    })
+  }
+
+  useEffect(() => {
+    if (reduced || !props.playing) return
+    const started = performance.now()
+    const timers = frames
+      .map((item, index) => ({ ...item, index }))
+      .filter((item) => item.at > elapsed.current)
+      .map((item) =>
+        window.setTimeout(() => setFrame(item.index), item.at - elapsed.current)
+      )
+    // Keep the completed result visible before starting the next named demo.
+    timers.push(window.setTimeout(props.onComplete, 5200 - elapsed.current))
+    return () => {
+      elapsed.current += performance.now() - started
+      timers.forEach(window.clearTimeout)
+    }
+  }, [props.playing, props.onComplete, reduced])
+
+  return (
+    <div>
+      <div
+        className={cn(
+          'mb-3 grid gap-1.5 rounded-lg border p-3',
+          same
+            ? 'border-primary/30 bg-primary/5'
+            : 'border-amber-500/40 bg-amber-500/5'
+        )}
+      >
+        <p className='text-sm font-medium'>
+          {same
+            ? t('Drop in the center to use the same priority.')
+            : t('Drop at an edge to create a different priority.')}
+        </p>
+        <p className='text-muted-foreground text-xs tabular-nums'>
+          {t('Priority')} {formatNumber(0, locale)} →{' '}
+          {formatNumber(result, locale)}
+        </p>
+      </div>
+      <ol
+        aria-label={card ? t('Card view') : t('Table view')}
+        className={cn(
+          'bg-muted/30 relative m-0 list-none overflow-hidden rounded-xl border p-0',
+          card ? 'h-60' : 'h-52'
+        )}
+      >
+        {!card && current.lifted && (
+          <>
+            <li
+              aria-hidden
+              role='presentation'
+              className='absolute inset-x-3 top-35 h-13 rounded-lg border border-dashed opacity-30'
+            />
+            <motion.li
+              aria-hidden
+              role='presentation'
+              animate={{ y: pointerY }}
+              transition={{ duration: reduced ? 0 : 0.6 }}
+              className='absolute top-3 left-6 z-30'
+            >
+              <MousePointer2 className='fill-primary text-primary-foreground size-5 drop-shadow' />
+            </motion.li>
+          </>
+        )}
+        {between && (
+          <li
+            aria-hidden
+            role='presentation'
+            className={cn(
+              'absolute z-20 rounded-full bg-amber-500',
+              card
+                ? 'top-3 left-1/2 h-24 w-0.5'
+                : 'inset-x-3 top-[4.5rem] h-0.5'
+            )}
+          />
+        )}
+        {order.map((name, index) => {
+          const lifted = name === 'C' && current.lifted
+          const peer = same && reached && name !== 'A'
+          const target = name === 'B' && current.phase !== 'done'
+          let priority = name === 'A' ? 100 : 80
+          if (name === 'C') priority = reached ? result : 0
+          let y = index * 64
+          if (lifted && !card) y = reached ? 20 : 96
+          let x: number | string = lifted ? 6 : 0
+          if (card) {
+            let column = index % 2
+            y = Math.floor(index / 2) * 108
+            if (lifted && same && reached) {
+              column = 1
+              y = 24
+            }
+            x = `calc(${column * 100}% + ${column * 12 + (lifted ? 4 : 0)}px)`
+          }
+          let layout = 'right-3 h-13 items-center gap-2 px-3'
+          if (card) {
+            layout =
+              'h-24 w-[calc(50%-1.125rem)] flex-col items-start justify-between p-3'
+          } else if (lifted) {
+            layout = 'right-6 left-auto h-9 w-[60%] items-center gap-2 px-2'
+          }
+          return (
+            <motion.li
+              key={name}
+              initial={false}
+              animate={{ y, x, scale: lifted ? 1.015 : 1 }}
+              transition={{
+                duration: reduced ? 0 : 0.6,
+                ease: [0.22, 1, 0.36, 1],
+              }}
+              className={cn(
+                'bg-background absolute top-3 left-3 flex min-w-0 rounded-lg border',
+                layout,
+                peer && 'border-primary bg-primary/5',
+                target && same && 'border-primary',
+                target && !same && 'border-amber-500',
+                lifted && 'bg-background z-10 shadow-lg',
+                lifted && same && 'border-primary',
+                name === 'C' &&
+                  !same &&
+                  (lifted || reached) &&
+                  'border-amber-500'
+              )}
+            >
+              {target && (
+                <span
+                  aria-hidden
+                  className={cn(
+                    'pointer-events-none absolute',
+                    same
+                      ? 'border-primary/60 bg-primary/10'
+                      : 'border-amber-500/60 bg-amber-500/10',
+                    card &&
+                      same &&
+                      'inset-y-0 inset-x-6 border-x border-dashed',
+                    card &&
+                      !same &&
+                      'inset-y-0 left-0 w-6 border-r border-dashed',
+                    !card &&
+                      same &&
+                      'inset-x-0 inset-y-2 border-y border-dashed',
+                    !card &&
+                      !same &&
+                      'inset-x-0 top-0 h-2 border-b border-dashed'
+                  )}
+                />
+              )}
+              <div className='relative flex min-w-0 items-center gap-2'>
+                <span
+                  className='text-muted-foreground relative shrink-0'
+                  aria-hidden
+                >
+                  <GripVertical
+                    className={cn('size-4', lifted && 'text-primary')}
+                  />
+                </span>
+                <span className='min-w-0 truncate text-sm font-medium'>
+                  {t('Channel {{name}}', { name })}
+                </span>
+              </div>
+              <Badge
+                variant='outline'
+                className={cn(
+                  'relative shrink-0 tabular-nums',
+                  !card && 'ml-auto',
+                  peer && 'border-primary/30 text-primary'
+                )}
+              >
+                {t('Priority')} {formatNumber(priority, locale)}
+              </Badge>
+              {lifted && card && (
+                <MousePointer2
+                  aria-hidden
+                  className={cn(
+                    'fill-primary text-primary-foreground absolute top-1/2 size-5 drop-shadow',
+                    same && reached ? 'left-1/2' : '-left-2'
+                  )}
+                />
+              )}
+            </motion.li>
+          )
+        })}
+      </ol>
+      <p
+        role='status'
+        className='text-muted-foreground mt-3 min-h-5 text-sm leading-5'
+      >
+        {instruction}
+      </p>
+    </div>
+  )
+}
diff --git a/web/src/features/channels/components/channel-priority-drop-hint.tsx b/web/src/features/channels/components/channel-priority-drop-hint.tsx
new file mode 100644
index 0000000..452c151
--- /dev/null
+++ b/web/src/features/channels/components/channel-priority-drop-hint.tsx
@@ -0,0 +1,91 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { ArrowDownToLine, Layers } from 'lucide-react'
+import { useSyncExternalStore } from 'react'
+import { createPortal } from 'react-dom'
+import { useTranslation } from 'react-i18next'
+
+import { Badge } from '@/components/ui/badge'
+import { toIntlLocale } from '@/i18n/languages'
+import { formatNumber } from '@/lib/format'
+import { cn } from '@/lib/utils'
+
+import type { useChannelPriorityOrder } from '../hooks/use-channel-priority-order'
+import type { Channel } from '../types'
+
+export function ChannelPriorityDropHint(props: {
+  container: HTMLElement | null
+  order: ReturnType<typeof useChannelPriorityOrder>
+  channels: Channel[]
+}) {
+  const { t, i18n } = useTranslation()
+  const hover = useSyncExternalStore(
+    props.order.previewStore.subscribe,
+    props.order.previewStore.getSnapshot
+  )
+  if (!props.container || !hover.drop) return null
+  const joining = hover.drop.position === 'same'
+  const locale = toIntlLocale(i18n.resolvedLanguage || i18n.language)
+  const targetPriority =
+    props.channels.find((item) => item.id === hover.drop?.target_id)
+      ?.priority ?? 0
+  const priority =
+    hover.preview?.items.find((item) => item.id === hover.drop?.id)?.priority ??
+    targetPriority
+  let detail = t('Use the same priority as the highlighted channels')
+  if (!joining) {
+    detail = hover.preview
+      ? t('New priority: {{priority}}', {
+          priority: formatNumber(priority, locale),
+        })
+      : t('Calculating priority...')
+  }
+  return createPortal(
+    <div
+      data-priority-hint
+      className={cn(
+        'text-popover-foreground p-3',
+        props.container.dataset.priorityView !== 'table' &&
+          'bg-popover rounded-xl border shadow-xl'
+      )}
+    >
+      <Badge
+        variant={joining ? 'default' : 'warning'}
+        className='h-auto min-h-7 w-full justify-start gap-2 rounded-lg px-2.5 py-1.5 text-sm leading-snug whitespace-normal'
+      >
+        {joining ? (
+          <Layers aria-hidden className='shrink-0' />
+        ) : (
+          <ArrowDownToLine aria-hidden className='shrink-0' />
+        )}
+        <span>
+          {joining
+            ? t('Release to join priority {{priority}}', {
+                priority: formatNumber(priority, locale),
+              })
+            : t('Release to insert a new priority tier')}
+        </span>
+      </Badge>
+      <p className='text-muted-foreground mt-2 text-xs leading-relaxed'>
+        {detail}
+      </p>
+    </div>,
+    props.container
+  )
+}
diff --git a/web/src/features/channels/components/channel-priority-guide.tsx b/web/src/features/channels/components/channel-priority-guide.tsx
new file mode 100644
index 0000000..4e160f3
--- /dev/null
+++ b/web/src/features/channels/components/channel-priority-guide.tsx
@@ -0,0 +1,166 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import {
+  ArrowDownToLine,
+  CircleHelp,
+  Layers,
+  Pause,
+  Play,
+  RotateCcw,
+} from 'lucide-react'
+import { useCallback, useState } from 'react'
+import { useTranslation } from 'react-i18next'
+
+import type { DataTableViewMode } from '@/components/data-table'
+import { Dialog } from '@/components/dialog'
+import { Button } from '@/components/ui/button'
+import { Tabs, TabsContent, TabsList, TabsTrigger } from '@/components/ui/tabs'
+import { useMediaQuery } from '@/hooks/use-media-query'
+
+import { ChannelPriorityDemo } from './channel-priority-demo'
+
+export function ChannelPriorityGuide(props: {
+  open: boolean
+  viewMode: DataTableViewMode
+  onOpenChange: (open: boolean) => void
+}) {
+  const { t } = useTranslation()
+  const [playback, setPlayback] = useState(0)
+  const [demo, setDemo] = useState<'same' | 'insert'>('same')
+  const [playing, setPlaying] = useState(true)
+  const reduced = useMediaQuery('(prefers-reduced-motion: reduce)')
+  const nextDemo = useCallback(() => {
+    setDemo((mode) => (mode === 'same' ? 'insert' : 'same'))
+  }, [])
+  const handleOpenChange = (open: boolean) => {
+    if (!open) {
+      setDemo('same')
+      setPlaying(true)
+    }
+    props.onOpenChange(open)
+  }
+  return (
+    <Dialog
+      open={props.open}
+      onOpenChange={handleOpenChange}
+      title={t('Drag to set channel priority')}
+      description={t(
+        'Move channels into a priority tier or between tiers. Priority values update automatically.'
+      )}
+      contentClassName='sm:max-w-lg'
+      headerClassName='pr-5'
+      trigger={
+        <Button
+          type='button'
+          variant='outline'
+          size='icon'
+          className='text-muted-foreground'
+          aria-label={t('Drag mode help')}
+          title={t('Drag mode help')}
+        >
+          <CircleHelp className='size-4' aria-hidden />
+        </Button>
+      }
+      footerClassName='flex-row items-center justify-between sm:justify-between'
+      footer={
+        <>
+          <div className='flex items-center gap-1'>
+            <Button
+              type='button'
+              variant='ghost'
+              onClick={() => {
+                setDemo('same')
+                setPlaying(true)
+                setPlayback((value) => value + 1)
+              }}
+            >
+              <RotateCcw className='size-4' aria-hidden />
+              {t('Replay drag demo')}
+            </Button>
+            {!reduced && (
+              <Button
+                type='button'
+                variant='ghost'
+                size='icon'
+                aria-label={
+                  playing ? t('Pause drag demo') : t('Resume drag demo')
+                }
+                title={playing ? t('Pause drag demo') : t('Resume drag demo')}
+                onClick={() => setPlaying((value) => !value)}
+              >
+                {playing ? (
+                  <Pause className='size-4' aria-hidden />
+                ) : (
+                  <Play className='size-4' aria-hidden />
+                )}
+              </Button>
+            )}
+          </div>
+          <Button type='button' onClick={() => handleOpenChange(false)}>
+            {t('Got it')}
+          </Button>
+        </>
+      }
+    >
+      <Tabs
+        value={demo}
+        onValueChange={(value) => {
+          if (value === 'same' || value === 'insert') setDemo(value)
+        }}
+        className='gap-3'
+      >
+        <TabsList
+          aria-label={t('Drag mode help')}
+          className='grid w-full grid-cols-2 group-data-horizontal/tabs:h-auto'
+        >
+          <TabsTrigger
+            value='same'
+            className='data-active:text-primary h-auto min-h-9 px-2 py-2 text-xs whitespace-normal'
+          >
+            <Layers className='size-4 shrink-0' aria-hidden />
+            <span>{t('Join the same priority tier')}</span>
+          </TabsTrigger>
+          <TabsTrigger
+            value='insert'
+            className='h-auto min-h-9 px-2 py-2 text-xs whitespace-normal data-active:text-amber-700 dark:data-active:text-amber-400'
+          >
+            <ArrowDownToLine className='size-4 shrink-0' aria-hidden />
+            <span>{t('Insert a new priority tier')}</span>
+          </TabsTrigger>
+        </TabsList>
+        {(['same', 'insert'] as const).map((mode) => (
+          <TabsContent key={mode} value={mode}>
+            {props.open && demo === mode && (
+              <ChannelPriorityDemo
+                key={`${props.viewMode}:${mode}:${playback}`}
+                viewMode={props.viewMode}
+                mode={mode}
+                playing={playing}
+                onComplete={nextDemo}
+              />
+            )}
+          </TabsContent>
+        ))}
+      </Tabs>
+      <p className='text-muted-foreground mt-3 border-t pt-3 text-xs leading-5'>
+        {t('Changes save on drop. You can undo the last move.')}
+      </p>
+    </Dialog>
+  )
+}
diff --git a/web/src/features/channels/components/channels-columns.tsx b/web/src/features/channels/components/channels-columns.tsx
index 5595a78..4bd4b40 100644
--- a/web/src/features/channels/components/channels-columns.tsx
+++ b/web/src/features/channels/components/channels-columns.tsx
@@ -54,7 +54,10 @@ import {
 } from '@/lib/currency'
 import { formatTimestampToDate } from '@/lib/format'
 import { handleServerError } from '@/lib/handle-server-error'
-import { createServerError } from '@/lib/server-error-message'
+import {
+  createServerError,
+  translateServerText,
+} from '@/lib/server-error-message'
 import { truncateText } from '@/lib/utils'
 
 import { getCodexUsage, updateChannelBalance } from '../api'
@@ -1023,8 +1026,9 @@ export function useChannelsColumns(
                     <TooltipContent side='top' className='max-w-xs'>
                       <div className='space-y-1 text-xs'>
                         {statusReason && (
-                          <div>
-                            {t('Reason:')} {statusReason}
+                          <div className='wrap-anywhere'>
+                            {t('Reason:')}{' '}
+                            {translateServerText(t, statusReason)}
                           </div>
                         )}
                         {statusTime && (
diff --git a/web/src/features/channels/components/channels-dialogs.tsx b/web/src/features/channels/components/channels-dialogs.tsx
index 14e091e..826403a 100644
--- a/web/src/features/channels/components/channels-dialogs.tsx
+++ b/web/src/features/channels/components/channels-dialogs.tsx
@@ -106,15 +106,7 @@ export function ChannelsDialogs() {
       />
 
       {/* Upstream Model Update Dialog */}
-      <UpstreamUpdateDialog
-        open={upstream.showModal}
-        addModels={upstream.addModels}
-        removeModels={upstream.removeModels}
-        preferredTab={upstream.preferredTab}
-        confirmLoading={upstream.applyLoading}
-        onConfirm={upstream.applyUpdates}
-        onCancel={upstream.closeModal}
-      />
+      <UpstreamUpdateDialog upstream={upstream} />
     </>
   )
 }
diff --git a/web/src/features/channels/components/channels-primary-buttons.tsx b/web/src/features/channels/components/channels-primary-buttons.tsx
index 2999d33..d8f1944 100644
--- a/web/src/features/channels/components/channels-primary-buttons.tsx
+++ b/web/src/features/channels/components/channels-primary-buttons.tsx
@@ -17,6 +17,7 @@ along with this program. If not, see <https://www.gnu.org/licenses/>.
 For commercial licensing, please contact support@quantumnous.com
 */
 import { useQueryClient } from '@tanstack/react-query'
+import { getRouteApi } from '@tanstack/react-router'
 import {
   Plus,
   MoreHorizontal,
@@ -26,7 +27,6 @@ import {
   TestTube,
   DollarSign,
   ListChecks,
-  SortAsc,
   RefreshCw,
   ArrowUpFromLine,
 } from 'lucide-react'
@@ -45,6 +45,7 @@ import {
   DropdownMenuTrigger,
 } from '@/components/ui/dropdown-menu'
 import { Label } from '@/components/ui/label'
+import { Separator } from '@/components/ui/separator'
 import { Switch } from '@/components/ui/switch'
 import {
   Tooltip,
@@ -64,19 +65,25 @@ import {
   handleTestAllChannels,
   handleUpdateAllBalances,
 } from '../lib'
+import type { ChannelSortBy } from '../types'
+import { ChannelSortControl } from './channel-priority-controls'
 import { useChannels } from './channels-provider'
 
+const route = getRouteApi('/_authenticated/channels/')
+
 export function ChannelsPrimaryButtons() {
   const { t } = useTranslation()
+  const navigate = route.useNavigate()
   const {
     setOpen,
     setCurrentRow,
     enableTagMode,
     setEnableTagMode,
-    idSort,
-    setIdSort,
+    sorting,
+    setSorting,
     batchMode,
     setBatchMode,
+    setPriorityActionContainer,
     upstream,
   } = useChannels()
   const queryClient = useQueryClient()
@@ -95,57 +102,60 @@ export function ChannelsPrimaryButtons() {
     setEnableTagMode(checked)
   }
 
-  const handleIdSortToggle = (checked: boolean) => {
-    localStorage.setItem('channels-id-sort', String(checked))
-    setIdSort(checked)
-  }
-
   const handleBatchModeToggle = (checked: boolean) => {
     setBatchMode(checked)
   }
 
   return (
     <>
-      <div className='flex items-center gap-2'>
+      <div className='flex flex-wrap items-center gap-2'>
+        <div ref={setPriorityActionContainer} className='empty:hidden' />
         {/* Desktop: Toggle switches visible */}
-        <div className='hidden items-center gap-2 rounded-md border px-3 py-1.5 sm:flex'>
-          <ListChecks className='text-muted-foreground h-4 w-4' />
-          <Label
-            htmlFor='channel-batch-mode'
-            className='cursor-pointer text-sm'
-          >
-            {t('Batch Operations')}
-          </Label>
-          <Switch
-            id='channel-batch-mode'
-            checked={batchMode}
-            onCheckedChange={handleBatchModeToggle}
-          />
+        <div className='bg-muted/40 hidden h-8 shrink-0 items-center gap-2.5 rounded-lg border px-2.5 sm:flex'>
+          <div className='text-muted-foreground has-data-checked:text-foreground flex items-center gap-2'>
+            <Label
+              htmlFor='channel-batch-mode'
+              className='cursor-pointer gap-1.5 text-xs whitespace-nowrap'
+            >
+              <ListChecks className='size-3.5' aria-hidden />
+              {t('Batch Operations')}
+            </Label>
+            <Switch
+              id='channel-batch-mode'
+              size='sm'
+              checked={batchMode}
+              onCheckedChange={handleBatchModeToggle}
+            />
+          </div>
+          <Separator orientation='vertical' className='my-2' />
+          <div className='text-muted-foreground has-data-checked:text-foreground flex items-center gap-2'>
+            <Label
+              htmlFor='tag-mode'
+              className='cursor-pointer gap-1.5 text-xs whitespace-nowrap'
+            >
+              <Tags className='size-3.5' aria-hidden />
+              {t('Tag Mode')}
+            </Label>
+            <Switch
+              id='tag-mode'
+              size='sm'
+              checked={enableTagMode}
+              onCheckedChange={handleTagModeToggle}
+            />
+          </div>
         </div>
 
-        <div className='hidden items-center gap-2 rounded-md border px-3 py-1.5 sm:flex'>
-          <Tags className='text-muted-foreground h-4 w-4' />
-          <Label htmlFor='tag-mode' className='cursor-pointer text-sm'>
-            {t('Tag Mode')}
-          </Label>
-          <Switch
-            id='tag-mode'
-            checked={enableTagMode}
-            onCheckedChange={handleTagModeToggle}
-          />
-        </div>
-
-        <div className='hidden items-center gap-2 rounded-md border px-3 py-1.5 sm:flex'>
-          <SortAsc className='text-muted-foreground h-4 w-4' />
-          <Label htmlFor='id-sort' className='cursor-pointer text-sm'>
-            {t('Sort by ID')}
-          </Label>
-          <Switch
-            id='id-sort'
-            checked={idSort}
-            onCheckedChange={handleIdSortToggle}
-          />
-        </div>
+        <ChannelSortControl
+          field={(sorting[0]?.id ?? 'priority') as ChannelSortBy}
+          desc={sorting[0]?.desc ?? true}
+          onChange={(field, desc) => {
+            setSorting([{ id: field, desc }])
+            void navigate({
+              search: (previous) => ({ ...previous, page: 1 }),
+              replace: true,
+            })
+          }}
+        />
 
         {/* Create Channel */}
         <Tooltip>
@@ -156,7 +166,6 @@ export function ChannelsPrimaryButtons() {
                 setCurrentRow(null)
                 setOpen('create-channel')
               }}
-              size='sm'
               disabled={!canEditSensitive}
             >
               <Plus className='h-4 w-4' />
@@ -173,8 +182,11 @@ export function ChannelsPrimaryButtons() {
 
         {/* More Actions */}
         <DropdownMenu>
-          <DropdownMenuTrigger render={<Button variant='outline' size='sm' />}>
-            <MoreHorizontal className='h-4 w-4' />
+          <DropdownMenuTrigger
+            render={<Button variant='outline' size='icon' />}
+            aria-label={t('More actions')}
+          >
+            <MoreHorizontal className='size-4' aria-hidden />
           </DropdownMenuTrigger>
           <DropdownMenuContent align='end' className='w-56'>
             {/* Mobile-only: toggle switches */}
@@ -196,15 +208,6 @@ export function ChannelsPrimaryButtons() {
               {t('Tag Mode')}
             </DropdownMenuCheckboxItem>
 
-            <DropdownMenuCheckboxItem
-              className='sm:hidden'
-              checked={idSort}
-              onCheckedChange={handleIdSortToggle}
-            >
-              <SortAsc className='mr-2 h-4 w-4' />
-              {t('Sort by ID')}
-            </DropdownMenuCheckboxItem>
-
             <DropdownMenuSeparator className='sm:hidden' />
 
             <DropdownMenuItem
diff --git a/web/src/features/channels/components/channels-provider.tsx b/web/src/features/channels/components/channels-provider.tsx
index 72ac78a..751f13e 100644
--- a/web/src/features/channels/components/channels-provider.tsx
+++ b/web/src/features/channels/components/channels-provider.tsx
@@ -18,12 +18,14 @@ For commercial licensing, please contact support@quantumnous.com
 */
 /* eslint-disable react-refresh/only-export-components */
 import { useQueryClient } from '@tanstack/react-query'
+import type { OnChangeFn, SortingState } from '@tanstack/react-table'
 import React, {
   createContext,
   useContext,
   useState,
   useCallback,
   useMemo,
+  useEffect,
 } from 'react'
 
 import { useChannelUpstreamUpdates } from '../hooks/use-channel-upstream-updates'
@@ -59,12 +61,14 @@ type ChannelsContextType = {
   setCurrentTag: (tag: string | null) => void
   enableTagMode: boolean
   setEnableTagMode: (enabled: boolean) => void
-  idSort: boolean
-  setIdSort: (enabled: boolean) => void
+  sorting: SortingState
+  setSorting: OnChangeFn<SortingState>
   batchMode: boolean
   setBatchMode: (enabled: boolean) => void
   sensitiveVisible: boolean
   setSensitiveVisible: (visible: boolean) => void
+  priorityActionContainer: HTMLDivElement | null
+  setPriorityActionContainer: (container: HTMLDivElement | null) => void
   upstream: UpstreamUpdateState
 }
 
@@ -87,11 +91,22 @@ export function ChannelsProvider({ children }: { children: React.ReactNode }) {
   const [enableTagMode, setEnableTagMode] = useState(() => {
     return localStorage.getItem('enable-tag-mode') === 'true'
   })
-  const [idSort, setIdSort] = useState(() => {
-    return localStorage.getItem('channels-id-sort') === 'true'
-  })
+  const [sorting, setSorting] = useState<SortingState>(() => [
+    {
+      id:
+        localStorage.getItem('channels-id-sort') === 'true' ? 'id' : 'priority',
+      desc: true,
+    },
+  ])
+  const idSort = sorting[0]?.id === 'id'
+  useEffect(() => {
+    // Retain the existing ID-sort preference for returning users.
+    localStorage.setItem('channels-id-sort', String(idSort))
+  }, [idSort])
   const [batchMode, setBatchMode] = useState(false)
   const [sensitiveVisible, setSensitiveVisible] = useState(true)
+  const [priorityActionContainer, setPriorityActionContainer] =
+    useState<HTMLDivElement | null>(null)
 
   const queryClient = useQueryClient()
   const refreshChannels = useCallback(async () => {
@@ -112,12 +127,14 @@ export function ChannelsProvider({ children }: { children: React.ReactNode }) {
       setCurrentTag,
       enableTagMode,
       setEnableTagMode,
-      idSort,
-      setIdSort,
+      sorting,
+      setSorting,
       batchMode,
       setBatchMode,
       sensitiveVisible,
       setSensitiveVisible,
+      priorityActionContainer,
+      setPriorityActionContainer,
       upstream,
     }),
     [
@@ -125,9 +142,10 @@ export function ChannelsProvider({ children }: { children: React.ReactNode }) {
       currentRow,
       currentTag,
       enableTagMode,
-      idSort,
+      sorting,
       batchMode,
       sensitiveVisible,
+      priorityActionContainer,
       upstream,
     ]
   )
diff --git a/web/src/features/channels/components/channels-table.tsx b/web/src/features/channels/components/channels-table.tsx
index 2d28e45..b2daeb4 100644
--- a/web/src/features/channels/components/channels-table.tsx
+++ b/web/src/features/channels/components/channels-table.tsx
@@ -23,9 +23,11 @@ import type {
   OnChangeFn,
   SortingState,
   Row,
+  ColumnDef,
 } from '@tanstack/react-table'
-import { Eye, EyeOff } from 'lucide-react'
+import { Eye, EyeOff, RefreshCw } from 'lucide-react'
 import { useState, useMemo, useEffect } from 'react'
+import { createPortal } from 'react-dom'
 import { useTranslation } from 'react-i18next'
 
 import {
@@ -34,6 +36,7 @@ import {
   DataTablePage,
   useDebouncedColumnFilter,
   useDataTable,
+  useDataTableViewMode,
 } from '@/components/data-table'
 import { Button } from '@/components/ui/button'
 import { Input } from '@/components/ui/input'
@@ -44,7 +47,10 @@ import {
 } from '@/components/ui/tooltip'
 import { useMediaQuery } from '@/hooks'
 import { useTableUrlState } from '@/hooks/use-table-url-state'
+import { hasPermission } from '@/lib/admin-permissions'
 import { requireServerSuccess } from '@/lib/server-error-message'
+import { cn } from '@/lib/utils'
+import { useAuthStore } from '@/stores/auth-store'
 
 import { getChannels, searchChannels, getGroups } from '../api'
 import {
@@ -52,6 +58,8 @@ import {
   CHANNEL_STATUS,
   CHANNEL_STATUS_OPTIONS,
 } from '../constants'
+import { useChannelPriorityDrag } from '../hooks/use-channel-priority-drag'
+import { useChannelPriorityOrder } from '../hooks/use-channel-priority-order'
 import {
   channelsQueryKeys,
   aggregateChannelsByTag,
@@ -61,6 +69,13 @@ import {
 } from '../lib'
 import type { Channel, ChannelSortBy } from '../types'
 import { ChannelCard } from './channel-card'
+import { ChannelPriorityContext } from './channel-priority-context'
+import {
+  ChannelPriorityHandle,
+  ChannelPriorityModeToggle,
+  ChannelPriorityStatus,
+} from './channel-priority-controls'
+import { ChannelPriorityDropHint } from './channel-priority-drop-hint'
 import { ChannelTypeLogo } from './channel-type-badge'
 import { useChannelsColumns } from './channels-columns'
 import { useChannels } from './channels-provider'
@@ -91,15 +106,16 @@ export function ChannelsTable() {
   const { t } = useTranslation()
   const {
     enableTagMode,
-    idSort,
+    sorting,
+    setSorting,
     batchMode,
     sensitiveVisible,
     setSensitiveVisible,
+    priorityActionContainer,
   } = useChannels()
   const isMobile = useMediaQuery('(max-width: 640px)')
 
-  // Table state
-  const [sorting, setSorting] = useState<SortingState>([])
+  const idSort = sorting[0]?.id === 'id'
 
   // URL state management
   const {
@@ -194,13 +210,10 @@ export function ChannelsTable() {
   }, [sorting])
 
   const handleSortingChange: OnChangeFn<SortingState> = (updater) => {
-    setSorting((previous) => {
-      const next = typeof updater === 'function' ? updater(previous) : updater
-      if (pagination.pageIndex > 0) {
-        onPaginationChange({ ...pagination, pageIndex: 0 })
-      }
-      return next
-    })
+    setSorting(updater)
+    if (pagination.pageIndex > 0) {
+      onPaginationChange({ ...pagination, pageIndex: 0 })
+    }
   }
 
   // Fetch groups for filter
@@ -220,7 +233,7 @@ export function ChannelsTable() {
 
   // Fetch channels data
   // eslint-disable-next-line @tanstack/query/exhaustive-deps
-  const { data, isLoading, isFetching } = useQuery({
+  const { data, isLoading, isFetching, refetch } = useQuery({
     queryKey: channelsQueryKeys.list({
       keyword: globalFilter,
       model: modelFilter,
@@ -308,12 +321,89 @@ export function ChannelsTable() {
   const totalCount = data?.data?.total || 0
   const typeCounts = data?.data?.type_counts
 
-  // Columns configuration
-  const columns = useChannelsColumns({ enableSelection: batchMode })
+  const [viewMode, setViewMode] = useDataTableViewMode({
+    storageKey: CHANNELS_VIEW_MODE_STORAGE_KEY,
+    defaultMode: 'card',
+  })
+  const user = useAuthStore((state) => state.auth.user)
+  const sortField = (sorting[0]?.id ??
+    (idSort ? 'id' : 'priority')) as ChannelSortBy
+  const sortDesc = sorting[0]?.desc ?? true
+  const [reorderEnabled, setReorderEnabled] = useState(false)
+  const canReorder =
+    sortField === 'priority' &&
+    !enableTagMode &&
+    hasPermission(user, 'channel', 'write')
+  const reorderActive = reorderEnabled && canReorder
+  useEffect(() => {
+    if (!canReorder) setReorderEnabled(false)
+  }, [canReorder])
+  const reorderScope = JSON.stringify([
+    viewMode,
+    reorderActive,
+    sorting,
+    idSort,
+    enableTagMode,
+    columnFilters,
+    globalFilter,
+    pagination,
+    channels.map((channel) => [channel.id, channel.priority]),
+  ])
+  const priorityOrder = useChannelPriorityOrder({
+    channels,
+    desc: sortDesc,
+    scope: reorderScope,
+    enabled: reorderActive,
+  })
+  const drag = useChannelPriorityDrag({
+    items: channels,
+    desc: sortDesc,
+    enabled: reorderActive && !priorityOrder.saving && !isFetching,
+    scope: reorderScope,
+    begin: priorityOrder.begin,
+    select: priorityOrder.select,
+    commit: priorityOrder.commit,
+    cancel: priorityOrder.cancel,
+    previewStore: priorityOrder.previewStore,
+  })
+  let dragReason: 'sort' | 'tag' | 'permission' | 'busy' | null = null
+  if (sortField !== 'priority') dragReason = 'sort'
+  else if (enableTagMode) dragReason = 'tag'
+  else if (!hasPermission(user, 'channel', 'write')) dragReason = 'permission'
+  else if (priorityOrder.saving || isFetching) dragReason = 'busy'
+
+  const dragControls = useMemo(
+    () => ({ reason: dragReason, start: drag.start, keyDown: drag.keyDown }),
+    [dragReason, drag.start, drag.keyDown]
+  )
+
+  // Reuse the same handle cell in the table and channel cards.
+  const baseColumns = useChannelsColumns({ enableSelection: batchMode })
+  const columns = useMemo<ColumnDef<Channel>[]>(
+    () =>
+      reorderActive
+        ? [
+            {
+              id: 'reorder',
+              header: '',
+              size: 40,
+              minSize: 40,
+              maxSize: 40,
+              enableSorting: false,
+              enableHiding: false,
+              enableResizing: false,
+              meta: { mobileHidden: true },
+              cell: ({ row }) => <ChannelPriorityHandle id={row.original.id} />,
+            },
+            ...baseColumns,
+          ]
+        : baseColumns,
+    [baseColumns, reorderActive]
+  )
 
   // React Table instance
   const { table } = useDataTable({
-    data: channels,
+    data: priorityOrder.items,
     columns,
     totalCount,
     sorting,
@@ -411,91 +501,150 @@ export function ChannelsTable() {
   ]
 
   return (
-    <DataTablePage
-      table={table}
-      columns={columns}
-      isLoading={isLoading}
-      isFetching={isFetching}
-      emptyTitle={t('No Channels Found')}
-      emptyDescription={t(
-        'No channels available. Create your first channel to get started.'
-      )}
-      skeletonKeyPrefix='channel-skeleton'
-      enableCardView
-      viewModeStorageKey={CHANNELS_VIEW_MODE_STORAGE_KEY}
-      renderCard={(row, { isSelected }) => (
-        <ChannelCard row={row} isSelected={isSelected} />
-      )}
-      cardGridClassName='grid grid-cols-1 gap-3 sm:gap-4 lg:grid-cols-3'
-      applyHeaderSize
-      toolbarProps={{
-        collapsibleOnMobile: true,
-        searchPlaceholder: t('Filter by name, ID, or key...'),
-        searchDebounceMs: 500,
-        onReset: () => {
-          resetModelFilterInput()
-        },
-        additionalSearch: (
-          <Input
-            placeholder={t('Filter by model...')}
-            value={modelFilterInput}
-            onChange={onModelFilterInputChange}
-            onCompositionStart={onModelFilterCompositionStart}
-            onCompositionEnd={onModelFilterCompositionEnd}
-            className='w-full sm:w-[150px] lg:w-[180px]'
-          />
-        ),
-        filters: [
-          {
-            columnId: 'status',
-            title: t('Status'),
-            options: [...CHANNEL_STATUS_OPTIONS],
-            singleSelect: true,
-          },
-          {
-            columnId: 'type',
-            title: t('Type'),
-            options: typeFilterOptions,
-            singleSelect: true,
-          },
-          {
-            columnId: 'group',
-            title: t('Group'),
-            options: groupFilterOptions,
-            singleSelect: true,
-          },
-        ],
-        preActions: (
-          <Tooltip>
-            <TooltipTrigger
-              render={
-                <Button
-                  variant='ghost'
-                  size='icon'
-                  onClick={() => setSensitiveVisible(!sensitiveVisible)}
-                  aria-label={sensitiveVisible ? t('Hide') : t('Show')}
-                  className='text-muted-foreground hover:text-foreground size-8'
-                />
-              }
-            >
-              {sensitiveVisible ? <Eye /> : <EyeOff />}
-            </TooltipTrigger>
-            <TooltipContent>
-              {sensitiveVisible ? t('Hide') : t('Show')}
-            </TooltipContent>
-          </Tooltip>
-        ),
-      }}
-      getRowClassName={(row, { isMobile }) => {
-        if (!isDisabledChannelRow(row.original)) {
-          return undefined
-        }
-        if (isMobile) {
-          return DISABLED_ROW_MOBILE
-        }
-        return DISABLED_ROW_DESKTOP
-      }}
-      bulkActions={batchMode ? <DataTableBulkActions table={table} /> : null}
-    />
+    <ChannelPriorityContext.Provider value={dragControls}>
+      {priorityActionContainer &&
+        createPortal(
+          <ChannelPriorityModeToggle
+            active={reorderActive}
+            viewMode={viewMode}
+            reason={dragReason}
+            onChange={() => setReorderEnabled((value) => !value)}
+          />,
+          priorityActionContainer
+        )}
+      <ChannelPriorityDropHint
+        container={drag.feedbackContainer}
+        order={priorityOrder}
+        channels={channels}
+      />
+      <div
+        ref={drag.root}
+        role='region'
+        aria-label={t('Channels')}
+        {...drag.rootEvents}
+        className='relative h-full min-h-0 data-[priority-dragging=true]:select-none data-[priority-dragging=true]:[&_[data-sortable-id]]:pointer-events-none'
+      >
+        <DataTablePage
+          table={table}
+          columns={columns}
+          isLoading={isLoading}
+          isFetching={isFetching}
+          emptyTitle={t('No Channels Found')}
+          emptyDescription={t(
+            'No channels available. Create your first channel to get started.'
+          )}
+          skeletonKeyPrefix='channel-skeleton'
+          enableCardView
+          viewMode={viewMode}
+          onViewModeChange={setViewMode}
+          renderCard={(row, { isSelected }) => (
+            <ChannelCard
+              row={row}
+              isSelected={isSelected}
+              reorderEnabled={reorderActive}
+            />
+          )}
+          cardGridClassName='grid grid-cols-1 gap-3 sm:gap-4 lg:grid-cols-3'
+          applyHeaderSize
+          afterTable={<ChannelPriorityStatus order={priorityOrder} />}
+          toolbarProps={{
+            collapsibleOnMobile: true,
+            searchPlaceholder: t('Filter by name, ID, or key...'),
+            searchDebounceMs: 500,
+            onReset: () => {
+              resetModelFilterInput()
+            },
+            additionalSearch: (
+              <Input
+                placeholder={t('Filter by model...')}
+                value={modelFilterInput}
+                onChange={onModelFilterInputChange}
+                onCompositionStart={onModelFilterCompositionStart}
+                onCompositionEnd={onModelFilterCompositionEnd}
+                className='w-full sm:w-[150px] lg:w-[180px]'
+              />
+            ),
+            filters: [
+              {
+                columnId: 'status',
+                title: t('Status'),
+                options: [...CHANNEL_STATUS_OPTIONS],
+                singleSelect: true,
+              },
+              {
+                columnId: 'type',
+                title: t('Type'),
+                options: typeFilterOptions,
+                singleSelect: true,
+              },
+              {
+                columnId: 'group',
+                title: t('Group'),
+                options: groupFilterOptions,
+                singleSelect: true,
+              },
+            ],
+            preActions: (
+              <>
+                <Tooltip>
+                  <TooltipTrigger
+                    render={
+                      <Button
+                        variant='ghost'
+                        size='icon'
+                        onClick={() => setSensitiveVisible(!sensitiveVisible)}
+                        aria-label={sensitiveVisible ? t('Hide') : t('Show')}
+                        className='text-muted-foreground hover:text-foreground size-8'
+                      />
+                    }
+                  >
+                    {sensitiveVisible ? (
+                      <Eye aria-hidden />
+                    ) : (
+                      <EyeOff aria-hidden />
+                    )}
+                  </TooltipTrigger>
+                  <TooltipContent>
+                    {sensitiveVisible ? t('Hide') : t('Show')}
+                  </TooltipContent>
+                </Tooltip>
+                <Tooltip>
+                  <TooltipTrigger
+                    render={
+                      <Button
+                        variant='ghost'
+                        size='icon'
+                        onClick={() => void refetch()}
+                        aria-label={t('Refresh')}
+                        aria-busy={isFetching}
+                        className='text-muted-foreground hover:text-foreground size-8'
+                      />
+                    }
+                  >
+                    <RefreshCw
+                      aria-hidden
+                      className={cn(isFetching && 'animate-spin')}
+                    />
+                  </TooltipTrigger>
+                  <TooltipContent>{t('Refresh')}</TooltipContent>
+                </Tooltip>
+              </>
+            ),
+          }}
+          getRowClassName={(row, { isMobile }) => {
+            if (!isDisabledChannelRow(row.original)) {
+              return undefined
+            }
+            if (isMobile) {
+              return DISABLED_ROW_MOBILE
+            }
+            return DISABLED_ROW_DESKTOP
+          }}
+          bulkActions={
+            batchMode ? <DataTableBulkActions table={table} /> : null
+          }
+        />
+      </div>
+    </ChannelPriorityContext.Provider>
   )
 }
diff --git a/web/src/features/channels/components/data-table-row-actions.tsx b/web/src/features/channels/components/data-table-row-actions.tsx
index 7e15463..d52dbd7 100644
--- a/web/src/features/channels/components/data-table-row-actions.tsx
+++ b/web/src/features/channels/components/data-table-row-actions.tsx
@@ -68,7 +68,6 @@ import {
   isChannelEnabled,
   isMultiKeyChannel,
 } from '../lib'
-import { parseUpstreamUpdateMeta } from '../lib/upstream-update-utils'
 import type { Channel } from '../types'
 import { ChannelRowActionsLayoutContext } from './channel-row-actions-context'
 import { useChannels } from './channels-provider'
@@ -300,22 +299,7 @@ export function DataTableRowActions({ row }: DataTableRowActionsProps) {
           {/* Detect Upstream Updates (only for fetchable channel types) */}
           {MODEL_FETCHABLE_TYPES.has(channel.type) && (
             <DropdownMenuItem
-              onClick={() => {
-                const meta = parseUpstreamUpdateMeta(channel.settings)
-                if (
-                  meta.pendingAddModels.length > 0 ||
-                  meta.pendingRemoveModels.length > 0
-                ) {
-                  upstream.openModal(
-                    channel,
-                    meta.pendingAddModels,
-                    meta.pendingRemoveModels,
-                    meta.pendingAddModels.length > 0 ? 'add' : 'remove'
-                  )
-                } else {
-                  upstream.detectChannelUpdates(channel)
-                }
-              }}
+              onClick={() => upstream.detectChannelUpdates(channel)}
             >
               {t('Upstream Updates')}
               <DropdownMenuShortcut>
diff --git a/web/src/features/channels/components/dialogs/advanced-custom-editor-dialog.tsx b/web/src/features/channels/components/dialogs/advanced-custom-editor-dialog.tsx
index 2f5f895..d70b143 100644
--- a/web/src/features/channels/components/dialogs/advanced-custom-editor-dialog.tsx
+++ b/web/src/features/channels/components/dialogs/advanced-custom-editor-dialog.tsx
@@ -16,7 +16,6 @@ along with this program. If not, see <https://www.gnu.org/licenses/>.
 
 For commercial licensing, please contact support@quantumnous.com
 */
-import { Combobox } from '@/components/ui/combobox'
 import {
   ArrowDown,
   ArrowDownToLine,
@@ -50,6 +49,7 @@ import {
   CollapsibleContent,
   CollapsibleTrigger,
 } from '@/components/ui/collapsible'
+import { Combobox } from '@/components/ui/combobox'
 import { Input } from '@/components/ui/input'
 import {
   Popover,
@@ -59,7 +59,14 @@ import {
   PopoverTitle,
   PopoverTrigger,
 } from '@/components/ui/popover'
-import { Select, SelectContent, SelectGroup, SelectItem, SelectTrigger, SelectValue } from '@/components/ui/select'
+import {
+  Select,
+  SelectContent,
+  SelectGroup,
+  SelectItem,
+  SelectTrigger,
+  SelectValue,
+} from '@/components/ui/select'
 import { Separator } from '@/components/ui/separator'
 import { Switch } from '@/components/ui/switch'
 import { Tabs, TabsContent, TabsList, TabsTrigger } from '@/components/ui/tabs'
@@ -673,7 +680,7 @@ export function AdvancedCustomEditorDialog({
       onOpenChange={onOpenChange}
       title={t('Advanced Custom Routes')}
       description={t('Advanced Custom')}
-      contentClassName='flex max-h-[90vh] flex-col gap-0 p-0 sm:max-w-5xl'
+      contentClassName='flex max-h-[min(90dvh,var(--dialog-available-height))] flex-col gap-0 p-0 sm:max-w-5xl'
       headerClassName='border-b px-6 py-4'
       footerClassName='border-t px-6 py-4'
       contentHeight='70vh'
@@ -736,15 +743,15 @@ export function AdvancedCustomEditorDialog({
             </div>
             <div className='flex flex-wrap gap-2'>
               <Combobox
-options={availableIncomingPathOptions}
-value=''
-onValueChange={(incomingPath) => {
+                options={availableIncomingPathOptions}
+                value=''
+                onValueChange={(incomingPath) => {
                   if (typeof incomingPath === 'string') addRoute(incomingPath)
                 }}
-disabled={availableIncomingPathOptions.length === 0}
-className='w-full'
-placeholder={t('Add route')}
-/>
+                disabled={availableIncomingPathOptions.length === 0}
+                className='w-full'
+                placeholder={t('Add route')}
+              />
               <Select
                 value={null}
                 onValueChange={(value) => {
@@ -1187,16 +1194,19 @@ function RouteGroupEditor({
               ) : null}
             </div>
             <Combobox
-options={ADVANCED_CUSTOM_INCOMING_PATH_OPTIONS.map((option) => ({
-  ...option,
-  description: option.value,
-  disabled: (option.value !== incomingPath && usedIncomingPaths.has(option.value)) ||
-    (option.value === ADVANCED_CUSTOM_MODEL_LIST_PATH && group.routeRows.length > 1),
-}))}
-value={incomingPath}
-onValueChange={onIncomingPathChange}
-className='h-9 max-w-full lg:max-w-[420px]'
-/>
+              options={ADVANCED_CUSTOM_INCOMING_PATH_OPTIONS.map((option) => ({
+                ...option,
+                description: option.value,
+                disabled:
+                  (option.value !== incomingPath &&
+                    usedIncomingPaths.has(option.value)) ||
+                  (option.value === ADVANCED_CUSTOM_MODEL_LIST_PATH &&
+                    group.routeRows.length > 1),
+              }))}
+              value={incomingPath}
+              onValueChange={onIncomingPathChange}
+              className='h-9 max-w-full lg:max-w-[420px]'
+            />
           </div>
         </div>
       ) : null}
diff --git a/web/src/features/channels/components/dialogs/channel-test-dialog.tsx b/web/src/features/channels/components/dialogs/channel-test-dialog.tsx
index 74ef497..72e794e 100644
--- a/web/src/features/channels/components/dialogs/channel-test-dialog.tsx
+++ b/web/src/features/channels/components/dialogs/channel-test-dialog.tsx
@@ -969,7 +969,7 @@ function ChannelTestDialogContent({
             <span className='min-w-0 truncate'>{currentRow.name}</span>
           </span>
         }
-        contentClassName='max-h-[90vh] overflow-hidden sm:max-w-4xl'
+        contentClassName='max-h-[min(90dvh,var(--dialog-available-height))] overflow-y-auto sm:max-w-4xl'
         contentHeight='auto'
         bodyClassName='space-y-4'
         footer={
diff --git a/web/src/features/channels/components/dialogs/codex-usage-dialog.tsx b/web/src/features/channels/components/dialogs/codex-usage-dialog.tsx
index 80e8b53..2c04f59 100644
--- a/web/src/features/channels/components/dialogs/codex-usage-dialog.tsx
+++ b/web/src/features/channels/components/dialogs/codex-usage-dialog.tsx
@@ -76,7 +76,7 @@ import { Skeleton } from '@/components/ui/skeleton'
 import { useCopyToClipboard } from '@/hooks/use-copy-to-clipboard'
 import dayjs from '@/lib/dayjs'
 import { formatDateTimeStr, formatTimestampToDate } from '@/lib/format'
-import { createServerError } from '@/lib/server-error-message'
+import { createServerError, getServerMessage } from '@/lib/server-error-message'
 import { cn } from '@/lib/utils'
 
 import {
@@ -966,7 +966,7 @@ export function CodexUsageDialog({
 
   const errorMessage =
     response?.success === false
-      ? response?.message?.trim() || t('Failed to fetch usage')
+      ? getServerMessage(response)?.trim() || t('Failed to fetch usage')
       : ''
 
   const loadResetCredits = useCallback(
diff --git a/web/src/features/channels/components/dialogs/edit-tag-dialog.tsx b/web/src/features/channels/components/dialogs/edit-tag-dialog.tsx
index 4d07fda..4e7b2ed 100644
--- a/web/src/features/channels/components/dialogs/edit-tag-dialog.tsx
+++ b/web/src/features/channels/components/dialogs/edit-tag-dialog.tsx
@@ -225,7 +225,7 @@ export function EditTagDialog({ open, onOpenChange }: EditTagDialogProps) {
       description={t(
         'Batch edit all channels with this tag. Leave fields empty to keep current values.'
       )}
-      contentClassName='max-h-[90vh] max-w-2xl'
+      contentClassName='max-h-[min(90dvh,var(--dialog-available-height))] max-w-2xl'
       contentHeight='auto'
       bodyClassName='space-y-4'
       footer={
diff --git a/web/src/features/channels/components/dialogs/multi-key-manage-dialog.tsx b/web/src/features/channels/components/dialogs/multi-key-manage-dialog.tsx
index 0fd28bf..ce23032 100644
--- a/web/src/features/channels/components/dialogs/multi-key-manage-dialog.tsx
+++ b/web/src/features/channels/components/dialogs/multi-key-manage-dialog.tsx
@@ -42,6 +42,7 @@ import {
   hasPermission,
 } from '@/lib/admin-permissions'
 import { handleServerError } from '@/lib/handle-server-error'
+import { getServerMessage } from '@/lib/server-error-message'
 import { useAuthStore } from '@/stores/auth-store'
 
 import {
@@ -191,7 +192,7 @@ export function MultiKeyManageDialog({
       }
 
       if (response?.success) {
-        toast.success(response.message || t('Operation successful'))
+        toast.success(getServerMessage(response) || t('Operation successful'))
         queryClient.invalidateQueries({ queryKey: channelsQueryKeys.lists() })
 
         // Reload data - reset to page 1 for bulk actions
@@ -261,7 +262,7 @@ export function MultiKeyManageDialog({
         description={t(
           'Manage multi-key status and configuration for this channel'
         )}
-        contentClassName='flex max-h-[90vh] max-w-5xl flex-col'
+        contentClassName='flex max-h-[min(90dvh,var(--dialog-available-height))] max-w-5xl flex-col'
         titleClassName='flex items-center gap-2'
         contentHeight='min(72vh, 720px)'
         bodyClassName='space-y-4'
diff --git a/web/src/features/channels/components/dialogs/ollama-models-dialog.tsx b/web/src/features/channels/components/dialogs/ollama-models-dialog.tsx
index be13e92..46d45ef 100644
--- a/web/src/features/channels/components/dialogs/ollama-models-dialog.tsx
+++ b/web/src/features/channels/components/dialogs/ollama-models-dialog.tsx
@@ -41,6 +41,7 @@ import { Progress } from '@/components/ui/progress'
 import { Separator } from '@/components/ui/separator'
 import { getFreshAuthHeaders } from '@/lib/api'
 import { handleServerError } from '@/lib/handle-server-error'
+import { getServerMessage } from '@/lib/server-error-message'
 
 import {
   deleteOllamaModel,
@@ -136,8 +137,8 @@ export function OllamaModelsDialog({
           })
           if (payloadLive?.success) {
             normalized = normalizeOllamaModels(payloadLive.data)
-          } else if (payloadLive?.message) {
-            lastErr = String(payloadLive.message)
+          } else {
+            lastErr = getServerMessage(payloadLive) || ''
           }
         } catch (err: unknown) {
           lastErr = err instanceof Error ? err.message : ''
@@ -151,7 +152,7 @@ export function OllamaModelsDialog({
           normalized = normalizeOllamaModels(payload.data)
           lastErr = ''
         } else {
-          lastErr = String(payload?.message || '')
+          lastErr = getServerMessage(payload) || ''
         }
       }
 
diff --git a/web/src/features/channels/components/dialogs/param-override-editor-dialog.tsx b/web/src/features/channels/components/dialogs/param-override-editor-dialog.tsx
index a5d31b0..9e28364 100644
--- a/web/src/features/channels/components/dialogs/param-override-editor-dialog.tsx
+++ b/web/src/features/channels/components/dialogs/param-override-editor-dialog.tsx
@@ -85,6 +85,7 @@ type ParamOverrideOperation = {
   keep_origin: boolean
   logic: string
   conditions: ParamOverrideCondition[]
+  prune_draft: PruneObjectsDraft | null
 }
 
 export type ParamOverrideEditorDialogProps = {
@@ -140,6 +141,7 @@ const CONDITION_MODE_OPTIONS = [
   { label: 'Prefix', value: 'prefix' },
   { label: 'Suffix', value: 'suffix' },
   { label: 'Contains', value: 'contains' },
+  { label: 'Regex', value: 'regex' },
   { label: 'Greater Than', value: 'gt' },
   { label: 'Greater Than or Equal', value: 'gte' },
   { label: 'Less Than', value: 'lt' },
@@ -473,6 +475,14 @@ const parseLooseValue = (valueText: string): unknown => {
   }
 }
 
+const parseConditionValue = (
+  condition: Pick<ParamOverrideCondition, 'mode' | 'value_text'>
+): unknown => {
+  // Regex patterns are literal strings, even when they look like JSON values.
+  if (condition.mode === 'regex') return condition.value_text
+  return parseLooseValue(condition.value_text)
+}
+
 const verifyJSON = (text: string): boolean => {
   try {
     JSON.parse(text)
@@ -509,6 +519,10 @@ const normalizeOperation = (
     ? (operation.mode as string)
     : 'set',
   value_text: toValueText(operation.value),
+  prune_draft:
+    operation.mode === 'prune_objects'
+      ? parsePruneObjectsDraft(toValueText(operation.value))
+      : null,
   keep_origin: operation.keep_origin === true,
   from: typeof operation.from === 'string' ? operation.from : '',
   to: typeof operation.to === 'string' ? operation.to : '',
@@ -762,14 +776,7 @@ const buildReturnErrorValueText = (
 
 // prune_objects helpers
 
-type PruneRule = {
-  id: string
-  path: string
-  mode: string
-  value_text: string
-  invert: boolean
-  pass_missing_key: boolean
-}
+type PruneRule = ParamOverrideCondition
 
 type PruneObjectsDraft = {
   simpleMode: boolean
@@ -779,17 +786,6 @@ type PruneObjectsDraft = {
   rules: PruneRule[]
 }
 
-const normalizePruneRule = (rule: Record<string, unknown> = {}): PruneRule => ({
-  id: nextLocalId(),
-  path: typeof rule.path === 'string' ? rule.path : '',
-  mode: CONDITION_MODE_VALUES.has(rule.mode as string)
-    ? (rule.mode as string)
-    : 'full',
-  value_text: toValueText(rule.value),
-  invert: rule.invert === true,
-  pass_missing_key: rule.pass_missing_key === true,
-})
-
 const parsePruneObjectsDraft = (valueText: string): PruneObjectsDraft => {
   const defaults: PruneObjectsDraft = {
     simpleMode: true,
@@ -815,13 +811,13 @@ const parsePruneObjectsDraft = (valueText: string): PruneObjectsDraft => {
         for (const [path, value] of Object.entries(
           parsed.where as Record<string, unknown>
         )) {
-          rules.push(normalizePruneRule({ path, mode: 'full', value }))
+          rules.push(normalizeCondition({ path, mode: 'full', value }))
         }
       }
       if (Array.isArray(parsed.conditions)) {
         for (const item of parsed.conditions) {
           if (item && typeof item === 'object') {
-            rules.push(normalizePruneRule(item))
+            rules.push(normalizeCondition(item))
           }
         }
       } else if (
@@ -832,7 +828,7 @@ const parsePruneObjectsDraft = (valueText: string): PruneObjectsDraft => {
         for (const [path, value] of Object.entries(
           parsed.conditions as Record<string, unknown>
         )) {
-          rules.push(normalizePruneRule({ path, mode: 'full', value }))
+          rules.push(normalizeCondition({ path, mode: 'full', value }))
         }
       }
       const typeText =
@@ -874,8 +870,9 @@ const buildPruneObjectsValueText = (draft: PruneObjectsDraft): string => {
         path: String(rule.path || '').trim(),
         mode: CONDITION_MODE_VALUES.has(rule.mode) ? rule.mode : 'full',
       }
-      const valueRaw = String(rule.value_text || '').trim()
-      if (valueRaw !== '') conditionPayload.value = parseLooseValue(valueRaw)
+      if (rule.mode === 'regex' || rule.value_text.trim() !== '') {
+        conditionPayload.value = parseConditionValue(rule)
+      }
       if (rule.invert) conditionPayload.invert = true
       if (rule.pass_missing_key) conditionPayload.pass_missing_key = true
       return conditionPayload
@@ -922,7 +919,7 @@ const buildConditionPayload = (
   const payload: Record<string, unknown> = {
     path,
     mode: condition.mode || 'full',
-    value: parseLooseValue(condition.value_text),
+    value: parseConditionValue(condition),
   }
   if (condition.invert) payload.invert = true
   if (condition.pass_missing_key) payload.pass_missing_key = true
@@ -982,7 +979,18 @@ const validateOperations = (
 
     if (mode === 'prune_objects') {
       const raw = op.value_text.trim()
-      if (!raw) {
+      const draft = op.prune_draft
+      const hasDraftCondition =
+        draft &&
+        (draft.typeText.trim() ||
+          (!draft.simpleMode && draft.rules.some((rule) => rule.path.trim())))
+      const parsed = parseLooseValue(raw)
+      // Imported object rules can explicitly match an empty type string.
+      const hasExplicitType =
+        parsed !== null &&
+        typeof parsed === 'object' &&
+        Object.hasOwn(parsed, 'type')
+      if (!raw || (draft && !hasDraftCondition && !hasExplicitType)) {
         return t('Rule {{line}} prune_objects is missing conditions', { line })
       }
     }
@@ -1248,12 +1256,7 @@ export function ParamOverrideEditorDialog(
     return parseReturnErrorDraft(selectedOperation.value_text)
   }, [selectedOperation])
 
-  const pruneObjectsDraft = useMemo(() => {
-    if (!selectedOperation || selectedOperation.mode !== 'prune_objects') {
-      return null
-    }
-    return parsePruneObjectsDraft(selectedOperation.value_text)
-  }, [selectedOperation])
+  const pruneObjectsDraft = selectedOperation?.prune_draft ?? null
 
   const topOperationModes = useMemo(() => {
     const counts: Record<string, number> = {}
@@ -1273,7 +1276,17 @@ export function ParamOverrideEditorDialog(
   const updateOperation = useCallback(
     (operationId: string, patch: Partial<ParamOverrideOperation>) => {
       setOperations((prev) =>
-        prev.map((o) => (o.id === operationId ? { ...o, ...patch } : o))
+        prev.map((op) => {
+          if (op.id !== operationId) return op
+          const next = { ...op, ...patch }
+          if (next.mode !== op.mode || patch.value_text !== undefined) {
+            next.prune_draft =
+              next.mode === 'prune_objects'
+                ? parsePruneObjectsDraft(next.value_text)
+                : null
+          }
+          return next
+        })
       )
     },
     []
@@ -1303,11 +1316,20 @@ export function ParamOverrideEditorDialog(
         conditions: source.conditions.map((c) => ({
           path: c.path,
           mode: c.mode,
-          value: parseLooseValue(c.value_text),
+          value: parseConditionValue(c),
           invert: c.invert,
           pass_missing_key: c.pass_missing_key,
         })),
       })
+      if (source.prune_draft) {
+        cloned.prune_draft = {
+          ...source.prune_draft,
+          rules: source.prune_draft.rules.map((rule) => ({
+            ...rule,
+            id: nextLocalId(),
+          })),
+        }
+      }
       insertedId = cloned.id
       const next = [...prev]
       next.splice(idx + 1, 0, cloned)
@@ -1403,13 +1425,17 @@ export function ParamOverrideEditorDialog(
       setOperations((prev) =>
         prev.map((op) => {
           if (op.id !== operationId) return op
-          const draft = parsePruneObjectsDraft(op.value_text)
+          const draft = op.prune_draft
+          if (!draft) return op
           const nextDraft =
             typeof updater === 'function'
               ? updater(draft)
               : { ...draft, ...updater }
           return {
             ...op,
+            // Keep unfinished rows and their IDs in local state. The serialized
+            // value is only the valid payload, never the source of the next edit.
+            prune_draft: nextDraft,
             value_text: buildPruneObjectsValueText(nextDraft),
           }
         })
@@ -1423,7 +1449,7 @@ export function ParamOverrideEditorDialog(
       updatePruneObjectsDraft(operationId, (draft) => ({
         ...draft,
         simpleMode: false,
-        rules: [...draft.rules, normalizePruneRule({})],
+        rules: [...draft.rules, createDefaultCondition()],
       }))
     },
     [updatePruneObjectsDraft]
@@ -1747,7 +1773,7 @@ export function ParamOverrideEditorDialog(
       description={t(
         'Create request parameter override rules with a visual editor or raw JSON.'
       )}
-      contentClassName='flex max-h-[90vh] flex-col gap-0 p-0 sm:max-w-5xl'
+      contentClassName='flex max-h-[min(90dvh,var(--dialog-available-height))] flex-col gap-0 p-0 sm:max-w-5xl'
       headerClassName='border-b px-6 py-4'
       footerClassName='border-t px-6 py-4'
       contentHeight='min(72vh, 720px)'
@@ -2563,6 +2589,7 @@ function ConditionEditor(conditionEditorProps: ConditionEditorProps) {
                   {t('Match Mode')}
                 </label>
                 <Combobox
+                  aria-label={t('Match Mode')}
                   options={CONDITION_MODE_OPTIONS.map((o) => ({
                     value: o.value,
                     label: t(o.label),
@@ -2584,6 +2611,7 @@ function ConditionEditor(conditionEditorProps: ConditionEditorProps) {
                   {t('Match Value')}
                 </label>
                 <Input
+                  aria-label={t('Match Value')}
                   value={condition.value_text}
                   onChange={(e) =>
                     conditionEditorProps.updateCondition(
@@ -2592,7 +2620,7 @@ function ConditionEditor(conditionEditorProps: ConditionEditorProps) {
                       { value_text: e.target.value }
                     )
                   }
-                  placeholder='gpt'
+                  placeholder={condition.mode === 'regex' ? '^gpt-' : 'gpt'}
                   className='h-8 text-xs'
                 />
               </div>
@@ -3069,6 +3097,7 @@ function PruneObjectsEditor(pruneObjectsEditorProps: PruneObjectsEditorProps) {
                           {t('Match Mode')}
                         </label>
                         <Combobox
+                          aria-label={t('Match Mode')}
                           options={CONDITION_MODE_OPTIONS.map((o) => ({
                             value: o.value,
                             label: t(o.label),
@@ -3090,6 +3119,7 @@ function PruneObjectsEditor(pruneObjectsEditorProps: PruneObjectsEditorProps) {
                           {t('Match Value (optional)')}
                         </label>
                         <Input
+                          aria-label={t('Match Value (optional)')}
                           value={rule.value_text}
                           onChange={(e) =>
                             pruneObjectsEditorProps.updateRule(
diff --git a/web/src/features/channels/components/dialogs/upstream-update-dialog.tsx b/web/src/features/channels/components/dialogs/upstream-update-dialog.tsx
index b2963c0..a6d2069 100644
--- a/web/src/features/channels/components/dialogs/upstream-update-dialog.tsx
+++ b/web/src/features/channels/components/dialogs/upstream-update-dialog.tsx
@@ -16,277 +16,295 @@ along with this program. If not, see <https://www.gnu.org/licenses/>.
 
 For commercial licensing, please contact support@quantumnous.com
 */
-import { Search } from 'lucide-react'
-import { useState, useMemo } from 'react'
+import { useState } from 'react'
 import { useTranslation } from 'react-i18next'
 
 import { ConfirmDialog } from '@/components/confirm-dialog'
 import { Dialog } from '@/components/dialog'
-import { StatusBadge } from '@/components/status-badge'
+import { EmptyState } from '@/components/empty-state'
+import { ErrorState } from '@/components/error-state'
+import { LoadingState } from '@/components/loading-state'
+import { Alert, AlertDescription, AlertTitle } from '@/components/ui/alert'
 import { Button } from '@/components/ui/button'
-import { Checkbox } from '@/components/ui/checkbox'
-import { Input } from '@/components/ui/input'
-import { ScrollArea } from '@/components/ui/scroll-area'
 import { Tabs, TabsContent, TabsList, TabsTrigger } from '@/components/ui/tabs'
+import { toIntlLocale } from '@/i18n/languages'
+import { formatNumber } from '@/lib/format'
 
-interface UpstreamUpdateDialogProps {
-  open: boolean
-  addModels: string[]
-  removeModels: string[]
-  preferredTab: 'add' | 'remove'
-  confirmLoading: boolean
-  onConfirm: (data: { addModels: string[]; removeModels: string[] }) => void
-  onCancel: () => void
+import type { ChannelUpstreamUpdateState } from '../../hooks/use-channel-upstream-updates'
+import { UpstreamModelSelection } from '../upstream-model-selection'
+
+type UpstreamUpdateDialogProps = {
+  upstream: ChannelUpstreamUpdateState
+}
+
+function ModelChangeList(props: { title: string; models: string[] }) {
+  const { t, i18n } = useTranslation()
+  const locale = toIntlLocale(i18n.resolvedLanguage || i18n.language)
+  return (
+    <section aria-label={props.title} className='min-w-0 space-y-2'>
+      <h3 className='text-sm font-medium'>
+        {props.title} ({formatNumber(props.models.length, locale)})
+      </h3>
+      {props.models.length ? (
+        <ul className='max-h-40 space-y-1 overflow-y-auto rounded-md border p-3 font-mono text-xs break-all'>
+          {props.models.map((model) => (
+            <li key={model}>{model}</li>
+          ))}
+        </ul>
+      ) : (
+        <p className='text-muted-foreground text-sm'>{t('None')}</p>
+      )}
+    </section>
+  )
 }
 
 export function UpstreamUpdateDialog(props: UpstreamUpdateDialogProps) {
+  if (!props.upstream.showModal || !props.upstream.channel) return null
+  // Each preview gets fresh selections, including when detection finishes or
+  // another channel is opened. Keeping a hidden dialog mounted retained stale state.
+  return (
+    <UpstreamUpdateSession
+      key={`${props.upstream.previewVersion}-${props.upstream.result ? 'result' : 'preview'}`}
+      upstream={props.upstream}
+    />
+  )
+}
+
+function UpstreamUpdateSession(props: UpstreamUpdateDialogProps) {
   const { t } = useTranslation()
-  const [activeTab, setActiveTab] = useState(props.preferredTab)
-  const [searchAdd, setSearchAdd] = useState('')
-  const [searchRemove, setSearchRemove] = useState('')
-  const [selectedAdd, setSelectedAdd] = useState<Set<string>>(
-    () => new Set(props.addModels)
-  )
-  const [selectedRemove, setSelectedRemove] = useState<Set<string>>(
-    () => new Set(props.removeModels)
-  )
-  const [partialConfirmOpen, setPartialConfirmOpen] = useState(false)
-
-  const filteredAdd = useMemo(
-    () =>
-      props.addModels.filter((m) =>
-        m.toLowerCase().includes(searchAdd.toLowerCase())
-      ),
-    [props.addModels, searchAdd]
-  )
-
-  const filteredRemove = useMemo(
-    () =>
-      props.removeModels.filter((m) =>
-        m.toLowerCase().includes(searchRemove.toLowerCase())
-      ),
-    [props.removeModels, searchRemove]
-  )
-
-  const toggleModel = (
-    model: string,
-    set: Set<string>,
-    setter: (s: Set<string>) => void
-  ) => {
-    const next = new Set(set)
-    if (next.has(model)) next.delete(model)
-    else next.add(model)
-    setter(next)
-  }
-
-  const toggleAllVisible = (
-    models: string[],
-    set: Set<string>,
-    setter: (s: Set<string>) => void
-  ) => {
-    const allSelected = models.every((m) => set.has(m))
-    const next = new Set(set)
-    if (allSelected) {
-      models.forEach((m) => next.delete(m))
-    } else {
-      models.forEach((m) => next.add(m))
-    }
-    setter(next)
-  }
-
-  const handleConfirm = () => {
-    const hasAdd = props.addModels.length > 0
-    const hasRemove = props.removeModels.length > 0
-    const selectedAddArr = Array.from(selectedAdd)
-    const selectedRemoveArr = Array.from(selectedRemove)
-    const anyAdd = selectedAddArr.length > 0
-    const anyRemove = selectedRemoveArr.length > 0
-
-    if (hasAdd && hasRemove && anyAdd !== anyRemove) {
-      setPartialConfirmOpen(true)
-      return
-    }
-
-    props.onConfirm({
-      addModels: selectedAddArr,
-      removeModels: selectedRemoveArr,
-    })
-  }
+  const [activeTab, setActiveTab] = useState(props.upstream.preferredTab)
+  const [selectedAdd, setSelectedAdd] = useState(props.upstream.addModels)
+  const [selectedRemove, setSelectedRemove] = useState<string[]>([])
+  const [confirmOpen, setConfirmOpen] = useState(false)
+  const result = props.upstream.result
+  const hasChanges =
+    props.upstream.addModels.length > 0 ||
+    props.upstream.removeModels.length > 0
+  const isPreview =
+    !props.upstream.detectLoading && !props.upstream.detectError && !result
+  const channelLabel = `#${props.upstream.channel?.id} ${props.upstream.channel?.name ?? ''}`
+  const summary = t('Add {{added}} models and remove {{removed}} models', {
+    added: selectedAdd.length,
+    removed: selectedRemove.length,
+  })
 
   return (
     <>
       <Dialog
-        open={props.open}
-        onOpenChange={(v) => !v && props.onCancel()}
-        title={t('Upstream Model Updates')}
-        contentClassName='sm:max-w-lg'
-        contentHeight='auto'
+        open
+        onOpenChange={(open) => !open && props.upstream.closeModal()}
+        showCloseButton={!props.upstream.applyLoading}
+        title={
+          result ? t('Update results') : t('Preview upstream model changes')
+        }
+        description={<span className='break-all'>{channelLabel}</span>}
         bodyClassName='space-y-4'
+        titleClassName='pr-6 leading-snug'
+        footerClassName='sm:flex-wrap'
         footer={
           <>
-            <Button variant='outline' onClick={props.onCancel}>
-              {t('Cancel')}
-            </Button>
             <Button
-              onClick={handleConfirm}
-              disabled={
-                props.confirmLoading ||
-                (props.addModels.length === 0 &&
-                  props.removeModels.length === 0)
-              }
+              variant='outline'
+              onClick={props.upstream.closeModal}
+              disabled={props.upstream.applyLoading}
             >
-              {t('Confirm')}
+              {isPreview && hasChanges ? t('Cancel') : t('Close')}
             </Button>
+            {isPreview && (
+              <>
+                <Button
+                  className='h-auto min-h-8 max-w-full whitespace-normal'
+                  variant='outline'
+                  onClick={() =>
+                    props.upstream.detectChannelUpdates(props.upstream.channel)
+                  }
+                  disabled={props.upstream.applyLoading}
+                >
+                  {t('Refresh preview')}
+                </Button>
+                <Button
+                  className='h-auto min-h-8 max-w-full whitespace-normal'
+                  onClick={() => setConfirmOpen(true)}
+                  disabled={
+                    props.upstream.applyLoading ||
+                    !!props.upstream.applyError ||
+                    (!selectedAdd.length && !selectedRemove.length)
+                  }
+                >
+                  {t('Review selected changes')}
+                </Button>
+              </>
+            )}
           </>
         }
       >
-        <p className='text-muted-foreground text-sm'>
-          {t(
-            'Select models to process. Unselected "add" models will be ignored.'
-          )}
-        </p>
-        <Tabs
-          value={activeTab}
-          onValueChange={(v) => setActiveTab(v as 'add' | 'remove')}
-        >
-          <TabsList className='grid w-full grid-cols-2'>
-            <TabsTrigger value='add' className='gap-1'>
-              {t('Add Models')}
-              <StatusBadge variant='neutral' className='ml-1' copyable={false}>
-                {selectedAdd.size}/{props.addModels.length}
-              </StatusBadge>
-            </TabsTrigger>
-            <TabsTrigger value='remove' className='gap-1'>
-              {t('Remove Models')}
-              <StatusBadge variant='neutral' className='ml-1' copyable={false}>
-                {selectedRemove.size}/{props.removeModels.length}
-              </StatusBadge>
-            </TabsTrigger>
-          </TabsList>
-
-          <TabsContent value='add' className='space-y-3'>
-            <div className='relative'>
-              <Search className='text-muted-foreground absolute top-2.5 left-2.5 h-4 w-4' />
-              <Input
-                placeholder={t('Search models...')}
-                className='pl-8'
-                value={searchAdd}
-                onChange={(e) => setSearchAdd(e.target.value)}
-              />
-            </div>
-            {filteredAdd.length > 0 && (
-              <div className='flex items-center gap-2'>
-                <Checkbox
-                  checked={filteredAdd.every((m) => selectedAdd.has(m))}
-                  onCheckedChange={() =>
-                    toggleAllVisible(filteredAdd, selectedAdd, setSelectedAdd)
-                  }
-                />
-                <span className='text-muted-foreground text-xs'>
-                  {t('Select All Visible')}
-                </span>
-              </div>
+        {props.upstream.detectLoading && (
+          <LoadingState
+            message={t(
+              'Checking upstream models. Channel models will only change after confirmation.'
             )}
-            <ScrollArea className='h-[280px] rounded-md border p-2'>
-              {filteredAdd.length > 0 ? (
-                <div className='space-y-1'>
-                  {filteredAdd.map((model) => (
-                    <label
-                      key={model}
-                      className='hover:bg-accent flex cursor-pointer items-center gap-2 rounded px-2 py-1.5'
-                    >
-                      <Checkbox
-                        checked={selectedAdd.has(model)}
-                        onCheckedChange={() =>
-                          toggleModel(model, selectedAdd, setSelectedAdd)
-                        }
-                      />
-                      <span className='truncate text-sm'>{model}</span>
-                    </label>
-                  ))}
-                </div>
-              ) : (
-                <p className='text-muted-foreground py-8 text-center text-sm'>
-                  {props.addModels.length === 0
-                    ? t('No models to add')
-                    : t('No matching results')}
-                </p>
-              )}
-            </ScrollArea>
-          </TabsContent>
-
-          <TabsContent value='remove' className='space-y-3'>
-            <div className='relative'>
-              <Search className='text-muted-foreground absolute top-2.5 left-2.5 h-4 w-4' />
-              <Input
-                placeholder={t('Search models...')}
-                className='pl-8'
-                value={searchRemove}
-                onChange={(e) => setSearchRemove(e.target.value)}
-              />
-            </div>
-            {filteredRemove.length > 0 && (
-              <div className='flex items-center gap-2'>
-                <Checkbox
-                  checked={filteredRemove.every((m) => selectedRemove.has(m))}
-                  onCheckedChange={() =>
-                    toggleAllVisible(
-                      filteredRemove,
-                      selectedRemove,
-                      setSelectedRemove
-                    )
-                  }
-                />
-                <span className='text-muted-foreground text-xs'>
-                  {t('Select All Visible')}
-                </span>
-              </div>
-            )}
-            <ScrollArea className='h-[280px] rounded-md border p-2'>
-              {filteredRemove.length > 0 ? (
-                <div className='space-y-1'>
-                  {filteredRemove.map((model) => (
-                    <label
-                      key={model}
-                      className='hover:bg-accent flex cursor-pointer items-center gap-2 rounded px-2 py-1.5'
-                    >
-                      <Checkbox
-                        checked={selectedRemove.has(model)}
-                        onCheckedChange={() =>
-                          toggleModel(model, selectedRemove, setSelectedRemove)
-                        }
-                      />
-                      <span className='truncate text-sm'>{model}</span>
-                    </label>
-                  ))}
-                </div>
-              ) : (
-                <p className='text-muted-foreground py-8 text-center text-sm'>
-                  {props.removeModels.length === 0
-                    ? t('No models to remove')
-                    : t('No matching results')}
-                </p>
-              )}
-            </ScrollArea>
-          </TabsContent>
-        </Tabs>
-      </Dialog>
-
-      <ConfirmDialog
-        open={partialConfirmOpen}
-        onOpenChange={setPartialConfirmOpen}
-        title={t('Partial Submission')}
-        desc={t(
-          'There are both add and remove models pending, but you only selected one type. Confirm submitting only the selected items?'
+          />
         )}
-        handleConfirm={() => {
-          setPartialConfirmOpen(false)
-          props.onConfirm({
-            addModels: Array.from(selectedAdd),
-            removeModels: Array.from(selectedRemove),
+        {props.upstream.detectError && (
+          <ErrorState
+            title={t('Detection failed')}
+            description={props.upstream.detectError}
+            onRetry={() =>
+              props.upstream.detectChannelUpdates(props.upstream.channel)
+            }
+          />
+        )}
+        {result && (
+          <>
+            <Alert>
+              <AlertTitle>{t('Update completed')}</AlertTitle>
+              <AlertDescription>
+                {t(
+                  'The server returned the following result. Unselected models remain pending.'
+                )}
+              </AlertDescription>
+            </Alert>
+            <ModelChangeList
+              title={t('Added models')}
+              models={result.addedModels}
+            />
+            <ModelChangeList
+              title={t('Removed models')}
+              models={result.removedModels}
+            />
+            <ModelChangeList
+              title={t('Still pending addition')}
+              models={result.remainingModels}
+            />
+            <ModelChangeList
+              title={t('Still pending removal')}
+              models={result.remainingRemoveModels}
+            />
+          </>
+        )}
+        {isPreview && (
+          <>
+            <Alert>
+              <AlertDescription>
+                {t(
+                  'Review the model changes before applying. Unselected models stay unchanged and will not be ignored.'
+                )}
+              </AlertDescription>
+            </Alert>
+            {props.upstream.applyError && (
+              <Alert variant='destructive'>
+                <AlertTitle>
+                  {t('Unable to confirm the update result')}
+                </AlertTitle>
+                <AlertDescription>
+                  <p>{props.upstream.applyError}</p>
+                  <p>
+                    {t(
+                      'Refresh the preview before trying again; some changes may already have been saved.'
+                    )}
+                  </p>
+                </AlertDescription>
+              </Alert>
+            )}
+            {hasChanges && (
+              <p className='text-sm font-medium' aria-live='polite'>
+                {summary}
+              </p>
+            )}
+            {hasChanges ? (
+              <Tabs
+                value={activeTab}
+                onValueChange={(value) =>
+                  setActiveTab(value as 'add' | 'remove')
+                }
+              >
+                <TabsList className='grid w-full grid-cols-2 group-data-horizontal/tabs:h-auto'>
+                  <TabsTrigger
+                    value='add'
+                    className='h-auto min-h-7 whitespace-normal'
+                  >
+                    {t('Add Models')} ({props.upstream.addModels.length})
+                  </TabsTrigger>
+                  <TabsTrigger
+                    value='remove'
+                    className='h-auto min-h-7 whitespace-normal'
+                  >
+                    {t('Remove Models')} ({props.upstream.removeModels.length})
+                  </TabsTrigger>
+                </TabsList>
+                <TabsContent value='add'>
+                  <UpstreamModelSelection
+                    models={props.upstream.addModels}
+                    selected={selectedAdd}
+                    onChange={(models) =>
+                      !props.upstream.applyLoading && setSelectedAdd(models)
+                    }
+                    existingModels={[]}
+                    summaryText={t('Add Models')}
+                    showChanges={false}
+                  />
+                </TabsContent>
+                <TabsContent value='remove' className='space-y-3'>
+                  <Alert variant='destructive'>
+                    <AlertDescription>
+                      {t(
+                        'Removed models will no longer be available through this channel. Select removals explicitly.'
+                      )}
+                    </AlertDescription>
+                  </Alert>
+                  <UpstreamModelSelection
+                    models={props.upstream.removeModels}
+                    selected={selectedRemove}
+                    onChange={(models) =>
+                      !props.upstream.applyLoading && setSelectedRemove(models)
+                    }
+                    existingModels={[]}
+                    summaryText={t('Remove Models')}
+                    showChanges={false}
+                  />
+                </TabsContent>
+              </Tabs>
+            ) : (
+              <EmptyState
+                title={t(
+                  'No processable upstream model updates for this channel'
+                )}
+              />
+            )}
+          </>
+        )}
+      </Dialog>
+      <ConfirmDialog
+        open={confirmOpen && !result}
+        onOpenChange={(open) =>
+          !props.upstream.applyLoading && setConfirmOpen(open)
+        }
+        title={t('Confirm model changes')}
+        desc={
+          <>
+            <span className='break-all'>{channelLabel}</span>
+            <p>{summary}</p>
+          </>
+        }
+        confirmText={
+          props.upstream.applyLoading
+            ? t('Applying...')
+            : t('Apply selected changes')
+        }
+        destructive={selectedRemove.length > 0}
+        isLoading={props.upstream.applyLoading}
+        className='max-h-(--dialog-available-height) overflow-y-auto [&_button]:h-auto [&_button]:min-h-8 [&_button]:whitespace-normal'
+        handleConfirm={async () => {
+          await props.upstream.applyUpdates({
+            addModels: selectedAdd,
+            removeModels: selectedRemove,
           })
+          setConfirmOpen(false)
         }}
-      />
+      >
+        <ModelChangeList title={t('Add Models')} models={selectedAdd} />
+        <ModelChangeList title={t('Remove Models')} models={selectedRemove} />
+      </ConfirmDialog>
     </>
   )
 }
diff --git a/web/src/features/channels/components/drawers/channel-mutate-drawer.tsx b/web/src/features/channels/components/drawers/channel-mutate-drawer.tsx
index 4201c92..cf840d2 100644
--- a/web/src/features/channels/components/drawers/channel-mutate-drawer.tsx
+++ b/web/src/features/channels/components/drawers/channel-mutate-drawer.tsx
@@ -105,6 +105,7 @@ import { Skeleton } from '@/components/ui/skeleton'
 import { Switch } from '@/components/ui/switch'
 import { Textarea } from '@/components/ui/textarea'
 import { SecureVerificationDialog } from '@/features/auth/secure-verification'
+import { PluginIcon } from '@/features/task-plugins/components/plugin-icon'
 import { useCopyToClipboard } from '@/hooks/use-copy-to-clipboard'
 import { useHiddenClickUnlock } from '@/hooks/use-hidden-click-unlock'
 import {
@@ -139,6 +140,7 @@ import {
   ADD_MODE_OPTIONS,
   CLAUDE_FIELD_PASSTHROUGH_TYPES,
   CHANNEL_STATUS_LABELS,
+  CHANNEL_TYPE_NEW_API,
   CHANNEL_TYPE_OLLAMA,
   CHANNEL_TYPE_OPTIONS,
   CHANNEL_TYPE_TASK_PLUGIN,
@@ -175,11 +177,7 @@ import {
   parseModelsString,
   formatModelsArray,
   mergeModelMappingPairs,
-  deriveModelMappingPairs,
-  detectModelNamingPatterns,
-  findVerifiedAlias,
   type ModelMappingPair,
-  type ModelNamingSuggestion,
   extractRedirectModels,
   extractMappingSourceModels,
   hasModelConfigChanged,
@@ -196,6 +194,7 @@ import {
 import {
   getChannelPluginExtensions,
   supportsChannelPluginExtensions,
+  supportsNewAPIUpstream,
 } from '../../lib/channel-plugin-extensions'
 import { getChannelTypeConfig } from '../../lib/channel-type-config'
 import {
@@ -294,13 +293,16 @@ const SENSITIVE_FORM_FIELDS = [
   'advanced_custom',
   'is_enterprise_account',
   'vertex_key_type',
+  'vertex_project_id',
   'aws_key_type',
+  'aws_api_type',
   'azure_responses_version',
   'force_format',
   'thinking_to_content',
   'proxy',
   'http_protocol',
   'http2_connection_shards',
+  'tls_insecure_skip_verify',
   'pass_through_body_enabled',
   'responses_websocket_enabled',
   'system_prompt',
@@ -481,7 +483,6 @@ export function ChannelMutateDrawer({
   const mappingDraftTokenRef = useRef(0)
   const [batchMapping, setBatchMapping] = useState<{
     source: ModelMappingBatchSource
-    selected: string[]
   } | null>(null)
   const [redirectPanelOpen, setRedirectPanelOpen] = useState(false)
   const [redirectSyncModels, setRedirectSyncModels] = useState(true)
@@ -594,6 +595,7 @@ export function ChannelMutateDrawer({
   const currentStatus = formValues.status
   const currentBaseUrl = formValues.base_url
   const currentTaskPluginKey = formValues.task_plugin_key
+  const currentTaskExtendPluginKeys = formValues.task_extend_plugin_keys
   const currentKey = formValues.key
   const currentModels = formValues.models
   const currentModelMapping = formValues.model_mapping
@@ -771,10 +773,15 @@ export function ChannelMutateDrawer({
   const canHavePluginExtensions = supportsChannelPluginExtensions(currentType)
   const pluginExtensions = useMemo(() => {
     if (!canBindTaskPlugin || !taskPluginOptionsQuery.isSuccess) return []
-    return getChannelPluginExtensions(currentType, taskPluginOptionsQuery.data)
+    return getChannelPluginExtensions(
+      currentType,
+      taskPluginOptionsQuery.data,
+      currentTaskExtendPluginKeys
+    )
   }, [
     canBindTaskPlugin,
     currentType,
+    currentTaskExtendPluginKeys,
     taskPluginOptionsQuery.isSuccess,
     taskPluginOptionsQuery.data,
   ])
@@ -1238,10 +1245,6 @@ export function ChannelMutateDrawer({
     upstreamModelList.length > 0 ? 'upstream' : 'channel'
   const canBatchMap =
     currentModelsArray.length > 0 || upstreamModelList.length > 0
-  const namingSuggestions = useMemo(
-    () => detectModelNamingPatterns(upstreamModelList, allModelsList),
-    [upstreamModelList, allModelsList]
-  )
   const fetchDiscoveredModels = discovery.fetch
   const handleFetchModels = useCallback(async () => {
     const type = form.getValues('type')
@@ -1329,6 +1332,46 @@ export function ChannelMutateDrawer({
     [form]
   )
 
+  const taskPluginExtensionOptions = useMemo(
+    () =>
+      (taskPluginOptionsQuery.data ?? [])
+        .filter(supportsNewAPIUpstream)
+        .map((plugin) => ({
+          value: plugin.key,
+          label: plugin.name,
+          hint: plugin.key,
+          icon: <PluginIcon plugin={plugin} size={16} />,
+        })),
+    [taskPluginOptionsQuery.data]
+  )
+
+  // Binding an upstream plugin publishes its models like the type-61 prefill;
+  // unbinding removes the models that no remaining bound plugin declares.
+  const handleTaskExtendPluginKeysChange = useCallback(
+    (keys: string[]) => {
+      const plugins = taskPluginOptionsQuery.data ?? []
+      const declaredBy = (bound: readonly string[]) =>
+        new Set(
+          plugins
+            .filter((plugin) => bound.includes(plugin.key))
+            .flatMap((plugin) => plugin.models)
+        )
+      const previous = form.getValues('task_extend_plugin_keys') ?? []
+      const added = declaredBy(keys.filter((key) => !previous.includes(key)))
+      const kept = declaredBy(keys)
+      const dropped = declaredBy(previous.filter((key) => !keys.includes(key)))
+      const models = parseModelsString(form.getValues('models') || '').filter(
+        (model) => kept.has(model) || !dropped.has(model)
+      )
+      for (const model of added) {
+        if (!models.includes(model)) models.push(model)
+      }
+      form.setValue('task_extend_plugin_keys', keys, { shouldDirty: true })
+      form.setValue('models', models.join(','), { shouldDirty: true })
+    },
+    [form, taskPluginOptionsQuery.data]
+  )
+
   const raiseMappingDraft = useCallback(
     (from: string, to: string, focus?: 'from' | 'to') => {
       mappingDraftTokenRef.current += 1
@@ -1447,9 +1490,7 @@ export function ChannelMutateDrawer({
     setRedirectPanelOpen(false)
   }, [])
 
-  // Redirect one fetched upstream model. On wide screens the floating panel
-  // stays beside the list; a name the platform already knows is applied at
-  // once, anything else becomes a draft row awaiting the request name.
+  // Open a draft without guessing or publishing a request name.
   const handleFetchedRedirect = useCallback(
     (model: string) => {
       if (window.innerWidth < REDIRECT_PANEL_MIN_VIEWPORT) {
@@ -1457,35 +1498,9 @@ export function ChannelMutateDrawer({
         return
       }
       openRedirectPanel()
-      const alias = findVerifiedAlias(model, namingSuggestions, allModelsList)
-      if (alias) {
-        applyMappingPairs([alias], redirectSyncModels)
-        raiseMappingDraft(alias.from, alias.to, 'from')
-        return
-      }
       raiseMappingDraft('', model, 'from')
     },
-    [
-      requestMappingDraft,
-      openRedirectPanel,
-      namingSuggestions,
-      allModelsList,
-      applyMappingPairs,
-      redirectSyncModels,
-      raiseMappingDraft,
-    ]
-  )
-
-  const handleApplySuggestion = useCallback(
-    (suggestion: ModelNamingSuggestion) => {
-      const derivation = deriveModelMappingPairs(
-        suggestion.models,
-        'upstream',
-        suggestion.rule
-      )
-      applyMappingPairs(derivation.pairs, redirectSyncModels)
-    },
-    [applyMappingPairs, redirectSyncModels]
+    [requestMappingDraft, openRedirectPanel, raiseMappingDraft]
   )
 
   // Handle successful submission
@@ -2148,6 +2163,32 @@ export function ChannelMutateDrawer({
     />
   )
 
+  const tlsInsecureSkipVerifyFields = (
+    <FormField
+      control={form.control}
+      name='tls_insecure_skip_verify'
+      render={({ field }) => (
+        <FormItem className='flex items-center justify-between px-4 py-3'>
+          <div className='space-y-0.5'>
+            <FormLabel>{t('Skip Upstream TLS Verification')}</FormLabel>
+            <FormDescription>
+              {t(
+                'Accept upstream certificates that fail validation, such as self-signed ones. Only enable for trusted internal upstreams.'
+              )}
+            </FormDescription>
+          </div>
+          <FormControl>
+            <Switch
+              disabled={sensitiveLocked}
+              checked={field.value}
+              onCheckedChange={field.onChange}
+            />
+          </FormControl>
+        </FormItem>
+      )}
+    />
+  )
+
   const routingFields = (
     <div
       role='group'
@@ -2461,7 +2502,6 @@ export function ChannelMutateDrawer({
                     ? () =>
                         setBatchMapping({
                           source: batchMappingSource,
-                          selected: [],
                         })
                     : undefined
                 }
@@ -3081,6 +3121,38 @@ export function ChannelMutateDrawer({
       <ChannelModelsSection>
         <div className='space-y-5'>
           <div className='border-border/60 bg-muted/10 rounded-lg border p-4'>
+            {currentType === CHANNEL_TYPE_NEW_API &&
+              canBindTaskPlugin &&
+              taskPluginOptionsQuery.isSuccess &&
+              !showProviderPicker && (
+                <FormField
+                  control={form.control}
+                  name='task_extend_plugin_keys'
+                  render={({ field }) => (
+                    <FormItem className='mb-4'>
+                      <FormLabel>{t('Upstream task plugins')}</FormLabel>
+                      <FormControl>
+                        <MultiSelect
+                          options={taskPluginExtensionOptions}
+                          selected={field.value ?? []}
+                          onChange={handleTaskExtendPluginKeysChange}
+                          placeholder={t(
+                            'Select the task plugins installed on the upstream gateway'
+                          )}
+                          maxVisibleChips={8}
+                          disabled={!canEditSensitive}
+                        />
+                      </FormControl>
+                      <FormDescription>
+                        {t(
+                          'This channel serves the models of every selected plugin. The upstream New API gateway must have the same plugins installed.'
+                        )}
+                      </FormDescription>
+                      <FormMessage />
+                    </FormItem>
+                  )}
+                />
+              )}
             <FormField
               control={form.control}
               name='models'
@@ -3328,9 +3400,6 @@ export function ChannelMutateDrawer({
                             onClick={() =>
                               setBatchMapping({
                                 source: 'upstream',
-                                selected: discovery.models.filter((model) =>
-                                  currentModelsArray.includes(model)
-                                ),
                               })
                             }
                           >
@@ -3648,6 +3717,54 @@ export function ChannelMutateDrawer({
             )}
 
             {/* AWS (type 33) */}
+            {currentType === 33 && (
+              <FormField
+                control={form.control}
+                name='aws_api_type'
+                render={({ field }) => (
+                  <FormItem>
+                    <FormLabel>{t('AWS API')}</FormLabel>
+                    <Select
+                      disabled={sensitiveLocked}
+                      items={[
+                        {
+                          value: 'invoke_model',
+                          label: t('InvokeModel (legacy)'),
+                        },
+                        {
+                          value: 'mantle',
+                          label: t('Mantle (Messages API)'),
+                        },
+                      ]}
+                      onValueChange={field.onChange}
+                      value={field.value ?? 'invoke_model'}
+                    >
+                      <FormControl>
+                        <SelectTrigger>
+                          <SelectValue />
+                        </SelectTrigger>
+                      </FormControl>
+                      <SelectContent alignItemWithTrigger={false}>
+                        <SelectGroup>
+                          <SelectItem value='invoke_model'>
+                            {t('InvokeModel (legacy)')}
+                          </SelectItem>
+                          <SelectItem value='mantle'>
+                            {t('Mantle (Messages API)')}
+                          </SelectItem>
+                        </SelectGroup>
+                      </SelectContent>
+                    </Select>
+                    <FormDescription>
+                      {t(
+                        'Use Mantle for supported Claude models and automatic prompt caching. Keep InvokeModel for older models and Amazon Nova.'
+                      )}
+                    </FormDescription>
+                    <FormMessage />
+                  </FormItem>
+                )}
+              />
+            )}
             {currentType === 33 && (
               <FormField
                 control={form.control}
@@ -3852,6 +3969,29 @@ export function ChannelMutateDrawer({
                     </FormItem>
                   )}
                 />
+                {vertexKeyType === 'api_key' && (
+                  <FormField
+                    control={form.control}
+                    name='vertex_project_id'
+                    render={({ field }) => (
+                      <FormItem>
+                        <FormLabel>{t('Vertex AI Project ID')}</FormLabel>
+                        <FormControl>
+                          <Input
+                            placeholder={t('e.g., my-project-123')}
+                            {...field}
+                          />
+                        </FormControl>
+                        <FormDescription>
+                          {t(
+                            'Optional. Without it, Google picks the region; with it, requests go to the deployment region below.'
+                          )}
+                        </FormDescription>
+                        <FormMessage />
+                      </FormItem>
+                    )}
+                  />
+                )}
                 {vertexKeyType === 'json' && (
                   <FormItem>
                     <FormLabel>{t('Service account JSON file(s)')}</FormLabel>
@@ -4654,6 +4794,7 @@ export function ChannelMutateDrawer({
                 {proxyFields}
                 {httpProtocolFields}
                 {httpShardsFields}
+                {tlsInsecureSkipVerifyFields}
               </fieldset>
             </div>
             {upstreamModelDetectionFields}
@@ -4920,14 +5061,9 @@ export function ChannelMutateDrawer({
               mappingValue={formValues.model_mapping || ''}
               onMappingChange={handlePanelMappingChange}
               onMappingCommit={handlePanelMappingCommit}
-              suggestions={namingSuggestions}
-              onApplySuggestion={handleApplySuggestion}
-              onOpenRules={() =>
+              onBatchAdd={() =>
                 setBatchMapping({
-                  source: 'upstream',
-                  selected: upstreamModelList.filter((model) =>
-                    currentModelsArray.includes(model)
-                  ),
+                  source: batchMappingSource,
                 })
               }
               syncModels={redirectSyncModels}
@@ -4967,7 +5103,6 @@ export function ChannelMutateDrawer({
           upstreamModels={upstreamModelList}
           channelModels={currentModelsArray}
           initialSource={batchMapping.source}
-          initialSelected={batchMapping.selected}
           onOpenChange={(nextOpen) => {
             if (!nextOpen) setBatchMapping(null)
           }}
diff --git a/web/src/features/channels/components/model-mapping-batch-dialog.tsx b/web/src/features/channels/components/model-mapping-batch-dialog.tsx
index 29dd0f7..fc1c3b1 100644
--- a/web/src/features/channels/components/model-mapping-batch-dialog.tsx
+++ b/web/src/features/channels/components/model-mapping-batch-dialog.tsx
@@ -16,16 +16,31 @@ along with this program. If not, see <https://www.gnu.org/licenses/>.
 
 For commercial licensing, please contact support@quantumnous.com
 */
-import { ArrowRight } from 'lucide-react'
-import { type ReactNode, useId, useMemo, useState } from 'react'
+import { ArrowRight01Icon } from '@hugeicons/core-free-icons'
+import { HugeiconsIcon } from '@hugeicons/react'
+import { useId, useMemo, useState } from 'react'
 import { useTranslation } from 'react-i18next'
 
 import { Dialog } from '@/components/dialog'
 import { Button } from '@/components/ui/button'
 import { Checkbox } from '@/components/ui/checkbox'
+import {
+  Field,
+  FieldDescription,
+  FieldGroup,
+  FieldLabel,
+  FieldLegend,
+  FieldSet,
+} from '@/components/ui/field'
 import { Input } from '@/components/ui/input'
-import { Label } from '@/components/ui/label'
 import { RadioGroup, RadioGroupItem } from '@/components/ui/radio-group'
+import {
+  Select,
+  SelectContent,
+  SelectItem,
+  SelectTrigger,
+  SelectValue,
+} from '@/components/ui/select'
 import { Tabs, TabsList, TabsTrigger } from '@/components/ui/tabs'
 
 import {
@@ -36,8 +51,6 @@ import {
 } from '../lib'
 import { UpstreamModelSelection } from './upstream-model-selection'
 
-const PREVIEW_LIMIT = 8
-
 /** Where the selectable names come from. */
 export type ModelMappingBatchSource = 'upstream' | 'channel'
 
@@ -47,16 +60,12 @@ export type ModelMappingBatchResult = {
   syncModels: boolean
 }
 
-type RuleType = ModelMappingRule['type']
-
 type ModelMappingBatchDialogProps = {
   open: boolean
   onOpenChange: (open: boolean) => void
-  /** Names returned by the provider's model list; enables the upstream source. */
   upstreamModels?: string[]
   channelModels: string[]
   initialSource?: ModelMappingBatchSource
-  initialSelected?: string[]
   onApply: (result: ModelMappingBatchResult) => void
 }
 
@@ -65,153 +74,48 @@ export function ModelMappingBatchDialog(props: ModelMappingBatchDialogProps) {
   const id = useId()
   const upstreamModels = props.upstreamModels ?? []
   const hasUpstream = upstreamModels.length > 0
-  const [source, setSource] = useState<ModelMappingBatchSource>(
-    () => props.initialSource ?? (hasUpstream ? 'upstream' : 'channel')
-  )
-  const [selected, setSelected] = useState<string[]>(
-    props.initialSelected ?? []
+  const [source, setSource] = useState<ModelMappingBatchSource>(() =>
+    hasUpstream ? (props.initialSource ?? 'upstream') : 'channel'
   )
+  // Opening a batch action never opts models into a change on the user's behalf.
+  const [selected, setSelected] = useState<string[]>([])
   const [direction, setDirection] = useState<ModelMappingDirection>(
     source === 'upstream' ? 'upstream' : 'request'
   )
-  const [ruleType, setRuleType] = useState<RuleType>(
+  const [ruleType, setRuleType] = useState<ModelMappingRule['type']>(
     direction === 'upstream' ? 'strip-suffix' : 'add-suffix'
   )
-  const [stripPrefixes, setStripPrefixes] = useState('')
-  const [stripSuffixes, setStripSuffixes] = useState('')
-  const [prefix, setPrefix] = useState('')
-  const [suffix, setSuffix] = useState('')
+  const [affix, setAffix] = useState('')
   const [find, setFind] = useState('')
   const [replaceWith, setReplaceWith] = useState('')
   const [syncModels, setSyncModels] = useState(true)
-
   const candidates =
     source === 'upstream' ? upstreamModels : props.channelModels
   const rule = useMemo<ModelMappingRule>(() => {
-    if (ruleType === 'strip-prefix') {
-      return { type: 'strip-prefix', values: stripPrefixes }
+    if (ruleType === 'strip-prefix' || ruleType === 'strip-suffix') {
+      return { type: ruleType, values: affix }
     }
-    if (ruleType === 'strip-suffix') {
-      return { type: 'strip-suffix', values: stripSuffixes }
+    if (ruleType === 'add-prefix' || ruleType === 'add-suffix') {
+      return { type: ruleType, value: affix }
     }
-    if (ruleType === 'add-prefix') return { type: 'add-prefix', value: prefix }
-    if (ruleType === 'add-suffix') return { type: 'add-suffix', value: suffix }
     return { type: 'replace', find, replaceWith }
-  }, [
-    ruleType,
-    stripPrefixes,
-    stripSuffixes,
-    prefix,
-    suffix,
-    find,
-    replaceWith,
-  ])
+  }, [ruleType, affix, find, replaceWith])
   const derivation = useMemo(
     () => deriveModelMappingPairs(selected, direction, rule),
     [selected, direction, rule]
   )
-  const preview = derivation.pairs.slice(0, PREVIEW_LIMIT)
-  const remaining = derivation.pairs.length - preview.length
-
-  const changeDirection = (next: ModelMappingDirection) => {
-    setDirection(next)
-    setRuleType(next === 'upstream' ? 'strip-suffix' : 'add-suffix')
-  }
-
-  const changeSource = (next: ModelMappingBatchSource) => {
-    setSource(next)
-    setSelected([])
-    changeDirection(next === 'upstream' ? 'upstream' : 'request')
-  }
-
-  const replaceControls = (
-    <div className='grid gap-2 sm:grid-cols-2'>
-      <Input
-        aria-label={t('Find')}
-        placeholder='.'
-        value={find}
-        onChange={(event) => setFind(event.target.value)}
-        disabled={ruleType !== 'replace'}
-      />
-      <Input
-        aria-label={t('Replace with')}
-        placeholder='-'
-        value={replaceWith}
-        onChange={(event) => setReplaceWith(event.target.value)}
-        disabled={ruleType !== 'replace'}
-      />
-    </div>
-  )
-  const affixHint = t('Separate several values with commas')
-  let ruleOptions: Array<{
-    type: RuleType
-    label: string
-    control: ReactNode
-    hint?: string
-  }>
-  if (direction === 'upstream') {
-    ruleOptions = [
-      {
-        type: 'strip-suffix',
-        label: t('Strip suffix'),
-        hint: affixHint,
-        control: (
-          <Input
-            aria-label={t('Suffix')}
-            placeholder='-all, -latest'
-            value={stripSuffixes}
-            onChange={(event) => setStripSuffixes(event.target.value)}
-            disabled={ruleType !== 'strip-suffix'}
-          />
-        ),
-      },
-      {
-        type: 'strip-prefix',
-        label: t('Strip prefix'),
-        hint: affixHint,
-        control: (
-          <Input
-            aria-label={t('Prefix')}
-            placeholder='openai/, anthropic/'
-            value={stripPrefixes}
-            onChange={(event) => setStripPrefixes(event.target.value)}
-            disabled={ruleType !== 'strip-prefix'}
-          />
-        ),
-      },
-      { type: 'replace', label: t('Replace text'), control: replaceControls },
+  const hasRule =
+    ruleType === 'replace' ? find.length > 0 : affix.trim().length > 0
+  const isPrefix = ruleType === 'add-prefix' || ruleType === 'strip-prefix'
+  const isStrip = ruleType === 'strip-prefix' || ruleType === 'strip-suffix'
+  const ruleOptions: Array<{ value: ModelMappingRule['type']; label: string }> =
+    [
+      { value: 'strip-suffix', label: t('Strip suffix') },
+      { value: 'strip-prefix', label: t('Strip prefix') },
+      { value: 'add-suffix', label: t('Add suffix') },
+      { value: 'add-prefix', label: t('Add prefix') },
+      { value: 'replace', label: t('Replace text') },
     ]
-  } else {
-    ruleOptions = [
-      {
-        type: 'add-suffix',
-        label: t('Add suffix'),
-        control: (
-          <Input
-            aria-label={t('Suffix')}
-            placeholder='-all'
-            value={suffix}
-            onChange={(event) => setSuffix(event.target.value)}
-            disabled={ruleType !== 'add-suffix'}
-          />
-        ),
-      },
-      {
-        type: 'add-prefix',
-        label: t('Add prefix'),
-        control: (
-          <Input
-            aria-label={t('Prefix')}
-            placeholder='openai/'
-            value={prefix}
-            onChange={(event) => setPrefix(event.target.value)}
-            disabled={ruleType !== 'add-prefix'}
-          />
-        ),
-      },
-      { type: 'replace', label: t('Replace text'), control: replaceControls },
-    ]
-  }
 
   return (
     <Dialog
@@ -219,9 +123,10 @@ export function ModelMappingBatchDialog(props: ModelMappingBatchDialogProps) {
       onOpenChange={props.onOpenChange}
       title={t('Batch add mappings')}
       description={t(
-        'Pick models and derive the other side with a rule to create request-to-upstream mappings.'
+        'Users call the model on the left. The platform forwards the request to the upstream model on the right.'
       )}
       contentClassName='sm:max-w-4xl'
+      bodyClassName='flex flex-col gap-5'
       footer={
         <>
           <Button
@@ -233,7 +138,7 @@ export function ModelMappingBatchDialog(props: ModelMappingBatchDialogProps) {
           </Button>
           <Button
             type='button'
-            disabled={derivation.pairs.length === 0}
+            disabled={!hasRule || derivation.pairs.length === 0}
             onClick={() => {
               props.onApply({
                 pairs: derivation.pairs,
@@ -247,24 +152,102 @@ export function ModelMappingBatchDialog(props: ModelMappingBatchDialogProps) {
         </>
       }
     >
-      <div className='grid gap-6 lg:grid-cols-2'>
-        <section aria-labelledby={`${id}-models`} className='min-w-0 space-y-3'>
+      <FieldSet>
+        <FieldLegend id={`${id}-task`} variant='label'>
+          {t('What do you want to change?')}
+        </FieldLegend>
+        <RadioGroup
+          aria-labelledby={`${id}-task`}
+          value={direction}
+          className='sm:grid-cols-2'
+          onValueChange={(value) => {
+            if (value !== 'upstream' && value !== 'request') return
+            setDirection(value)
+            setRuleType(value === 'upstream' ? 'strip-suffix' : 'add-suffix')
+            setAffix('')
+            setFind('')
+            setReplaceWith('')
+          }}
+        >
+          <FieldLabel htmlFor={`${id}-aliases`}>
+            <Field orientation='horizontal'>
+              <RadioGroupItem
+                id={`${id}-aliases`}
+                value='upstream'
+                aria-labelledby={`${id}-aliases-label`}
+                aria-describedby={`${id}-aliases-hint`}
+              />
+              <div className='min-w-0'>
+                <span id={`${id}-aliases-label`}>
+                  {t('Create aliases for users')}
+                </span>
+                <FieldDescription id={`${id}-aliases-hint`}>
+                  {t('Keep upstream names; choose what users call.')}
+                </FieldDescription>
+              </div>
+            </Field>
+          </FieldLabel>
+          <FieldLabel htmlFor={`${id}-upstream`}>
+            <Field orientation='horizontal'>
+              <RadioGroupItem
+                id={`${id}-upstream`}
+                value='request'
+                aria-labelledby={`${id}-upstream-label`}
+                aria-describedby={`${id}-upstream-hint`}
+              />
+              <div className='min-w-0'>
+                <span id={`${id}-upstream-label`}>
+                  {t('Change upstream model names')}
+                </span>
+                <FieldDescription id={`${id}-upstream-hint`}>
+                  {t(
+                    'Keep the names users call; change what is sent upstream.'
+                  )}
+                </FieldDescription>
+              </div>
+            </Field>
+          </FieldLabel>
+        </RadioGroup>
+      </FieldSet>
+      <div className='grid gap-6 md:grid-cols-2'>
+        <section
+          aria-labelledby={`${id}-models`}
+          className='flex min-w-0 flex-col gap-3'
+        >
           <h3 id={`${id}-models`} className='text-sm font-semibold'>
-            {t('Select models')}
+            {direction === 'upstream'
+              ? t('1. Select upstream models')
+              : t('1. Select models users call')}
           </h3>
           {hasUpstream && (
             <Tabs
               value={source}
-              onValueChange={(value) =>
-                changeSource(value === 'channel' ? 'channel' : 'upstream')
-              }
+              onValueChange={(value) => {
+                if (value !== 'channel' && value !== 'upstream') return
+                setSource(value)
+                setSelected([])
+              }}
             >
-              <TabsList variant='line' aria-label={t('Select models')}>
-                <TabsTrigger value='upstream'>
-                  {t('Upstream model list')} ({upstreamModels.length})
+              <TabsList
+                variant='line'
+                className='grid w-full grid-cols-2 group-data-horizontal/tabs:h-auto'
+                aria-label={t('Select models')}
+              >
+                <TabsTrigger
+                  value='upstream'
+                  className='h-auto min-h-8 whitespace-normal'
+                >
+                  <span>
+                    {t('Upstream model list')} ({upstreamModels.length})
+                  </span>
                 </TabsTrigger>
-                <TabsTrigger value='channel'>
-                  {t('Channel models')} ({props.channelModels.length})
+                <TabsTrigger
+                  value='channel'
+                  className='h-auto min-h-8 whitespace-normal'
+                >
+                  <span>
+                    {t('Channel models')} ({props.channelModels.length})
+                  </span>
                 </TabsTrigger>
               </TabsList>
             </Tabs>
@@ -283,161 +266,138 @@ export function ModelMappingBatchDialog(props: ModelMappingBatchDialogProps) {
             }
           />
         </section>
-        <div className='min-w-0 space-y-5'>
-          <section aria-labelledby={`${id}-direction`} className='space-y-2'>
-            <h3 id={`${id}-direction`} className='text-sm font-semibold'>
-              {t('Selected names are')}
-            </h3>
-            <RadioGroup
-              value={direction}
-              aria-labelledby={`${id}-direction`}
-              onValueChange={(value) => {
-                if (value === 'upstream' || value === 'request') {
-                  changeDirection(value)
-                }
-              }}
-              className='gap-2'
-            >
-              <div className='flex items-start gap-3'>
-                <RadioGroupItem
-                  value='upstream'
-                  id={`${id}-direction-upstream`}
-                  className='mt-0.5'
-                />
-                <div className='min-w-0 space-y-0.5'>
-                  <Label
-                    htmlFor={`${id}-direction-upstream`}
-                    className='font-normal'
-                  >
-                    {t('Upstream names returned by the provider')}
-                  </Label>
-                  <p className='text-muted-foreground text-xs'>
-                    {t('Derives the request names your users call')}
-                  </p>
-                </div>
-              </div>
-              <div className='flex items-start gap-3'>
-                <RadioGroupItem
-                  value='request'
-                  id={`${id}-direction-request`}
-                  className='mt-0.5'
-                />
-                <div className='min-w-0 space-y-0.5'>
-                  <Label
-                    htmlFor={`${id}-direction-request`}
-                    className='font-normal'
-                  >
-                    {t('Request names your users call')}
-                  </Label>
-                  <p className='text-muted-foreground text-xs'>
-                    {t('Derives the upstream names sent to the provider')}
-                  </p>
-                </div>
-              </div>
-            </RadioGroup>
-          </section>
-          <section aria-labelledby={`${id}-rule`} className='space-y-3'>
-            <h3 id={`${id}-rule`} className='text-sm font-semibold'>
-              {t('Rule')}
-            </h3>
-            <RadioGroup
-              value={ruleType}
-              aria-labelledby={`${id}-rule`}
-              onValueChange={(value) => {
-                const option = ruleOptions.find((item) => item.type === value)
-                if (option) setRuleType(option.type)
-              }}
-              className='gap-3'
-            >
-              {ruleOptions.map((option) => (
-                <div key={option.type} className='flex items-start gap-3'>
-                  <RadioGroupItem
-                    value={option.type}
-                    id={`${id}-rule-${option.type}`}
-                    className='mt-2'
-                  />
-                  <div className='min-w-0 flex-1 space-y-2'>
-                    <Label
-                      htmlFor={`${id}-rule-${option.type}`}
-                      className='font-normal'
-                    >
+        <section
+          aria-labelledby={`${id}-naming`}
+          className='flex min-w-0 flex-col gap-3'
+        >
+          <h3 id={`${id}-naming`} className='text-sm font-semibold'>
+            {direction === 'upstream'
+              ? t('2. Set names users call')
+              : t('2. Set upstream model names')}
+          </h3>
+          <FieldGroup>
+            <Field>
+              <FieldLabel htmlFor={`${id}-rule`}>{t('Rule')}</FieldLabel>
+              <Select
+                items={ruleOptions}
+                value={ruleType}
+                onValueChange={(value) => {
+                  const option = ruleOptions.find(
+                    (item) => item.value === value
+                  )
+                  if (option) {
+                    setRuleType(option.value)
+                    setAffix('')
+                  }
+                }}
+              >
+                <SelectTrigger id={`${id}-rule`} className='w-full'>
+                  <SelectValue />
+                </SelectTrigger>
+                <SelectContent>
+                  {ruleOptions.map((option) => (
+                    <SelectItem key={option.value} value={option.value}>
                       {option.label}
-                    </Label>
-                    {option.control}
-                    {option.hint && ruleType === option.type && (
-                      <p className='text-muted-foreground text-xs'>
-                        {option.hint}
-                      </p>
-                    )}
-                  </div>
-                </div>
-              ))}
-            </RadioGroup>
-          </section>
-          {direction === 'upstream' && (
-            <div className='flex items-start gap-3 rounded-md border p-3'>
-              <Checkbox
-                id={`${id}-sync`}
-                className='mt-0.5'
-                checked={syncModels}
-                onCheckedChange={(checked) => setSyncModels(checked === true)}
-              />
-              <Label htmlFor={`${id}-sync`} className='leading-5 font-normal'>
-                {t(
-                  'Publish the request names and remove the raw upstream names from the model list'
+                    </SelectItem>
+                  ))}
+                </SelectContent>
+              </Select>
+            </Field>
+            {ruleType === 'replace' ? (
+              <div className='grid gap-3 sm:grid-cols-2'>
+                <Field>
+                  <FieldLabel htmlFor={`${id}-find`}>{t('Find')}</FieldLabel>
+                  <Input
+                    id={`${id}-find`}
+                    placeholder='.'
+                    value={find}
+                    onChange={(event) => setFind(event.target.value)}
+                  />
+                </Field>
+                <Field>
+                  <FieldLabel htmlFor={`${id}-replacement`}>
+                    {t('Replace with')}
+                  </FieldLabel>
+                  <Input
+                    id={`${id}-replacement`}
+                    placeholder='-'
+                    value={replaceWith}
+                    onChange={(event) => setReplaceWith(event.target.value)}
+                  />
+                </Field>
+              </div>
+            ) : (
+              <Field>
+                <FieldLabel htmlFor={`${id}-affix`}>
+                  {isPrefix ? t('Prefix') : t('Suffix')}
+                </FieldLabel>
+                <Input
+                  id={`${id}-affix`}
+                  placeholder={isPrefix ? 'openai/' : '-all'}
+                  value={affix}
+                  onChange={(event) => setAffix(event.target.value)}
+                />
+                {isStrip && (
+                  <FieldDescription>
+                    {t('Separate several values with commas')}
+                  </FieldDescription>
                 )}
-              </Label>
-            </div>
-          )}
-          <section aria-labelledby={`${id}-preview`} className='space-y-2'>
+              </Field>
+            )}
+          </FieldGroup>
+          <section
+            aria-labelledby={`${id}-preview`}
+            className='mt-2 flex min-w-0 flex-col gap-3 rounded-lg border p-3'
+          >
             <h3 id={`${id}-preview`} className='text-sm font-semibold'>
-              {t('Preview')}
+              {t('3. Review mappings')}
             </h3>
-            {selected.length === 0 && (
+            <div className='text-muted-foreground grid grid-cols-[minmax(0,1fr)_auto_minmax(0,1fr)] gap-2 text-xs'>
+              <span>{t('Users call')}</span>
+              <span aria-hidden='true'>→</span>
+              <span>{t('Upstream receives')}</span>
+            </div>
+            {derivation.pairs.length > 0 && hasRule && (
+              <ul
+                aria-label={t('Preview')}
+                className='flex max-h-56 flex-col gap-2 overflow-y-auto font-mono text-xs'
+              >
+                {derivation.pairs.map((pair) => (
+                  <li
+                    key={pair.from}
+                    className='grid grid-cols-[minmax(0,1fr)_auto_minmax(0,1fr)] items-start gap-2'
+                  >
+                    <span className='min-w-0 wrap-anywhere'>{pair.from}</span>
+                    <HugeiconsIcon
+                      icon={ArrowRight01Icon}
+                      className='size-3.5 shrink-0'
+                      aria-hidden='true'
+                    />
+                    <span className='min-w-0 wrap-anywhere'>{pair.to}</span>
+                  </li>
+                ))}
+              </ul>
+            )}
+            {(!hasRule || selected.length === 0) && (
               <p className='text-muted-foreground text-sm'>
-                {t('Select at least one model to preview mappings.')}
+                {selected.length === 0
+                  ? t('Select at least one model to preview mappings.')
+                  : t('Enter a rule to preview mappings.')}
               </p>
             )}
-            {derivation.pairs.length > 0 && (
-              <div className='rounded-md border p-3 font-mono text-xs'>
-                <div className='text-muted-foreground mb-2 grid grid-cols-[minmax(0,1fr)_auto_minmax(0,1fr)] gap-2 font-sans'>
-                  <span>{t('Request Model Name')}</span>
-                  <span className='w-3.5' />
-                  <span>{t('Upstream Model Name')}</span>
-                </div>
-                <ul
-                  aria-label={t('Preview')}
-                  className='max-h-56 space-y-1 overflow-y-auto'
-                >
-                  {preview.map((pair) => (
-                    <li
-                      key={pair.to}
-                      className='grid grid-cols-[minmax(0,1fr)_auto_minmax(0,1fr)] items-start gap-2'
-                    >
-                      <span className='min-w-0 wrap-anywhere'>{pair.from}</span>
-                      <ArrowRight
-                        className='mt-0.5 size-3.5 shrink-0'
-                        aria-hidden='true'
-                      />
-                      <span className='min-w-0 wrap-anywhere'>{pair.to}</span>
-                    </li>
-                  ))}
-                  {remaining > 0 && (
-                    <li className='text-muted-foreground'>
-                      {t('+{{count}} more', { count: remaining })}
-                    </li>
-                  )}
-                </ul>
-              </div>
+            {selected.length === 0 && (
+              <p className='text-muted-foreground text-xs'>
+                {t('Example: users call gpt-4o; upstream receives gpt-4o-all.')}
+              </p>
             )}
-            {derivation.unchanged.length > 0 && (
+            {hasRule && derivation.unchanged.length > 0 && (
               <p className='text-muted-foreground text-xs'>
                 {t('{{count}} model(s) unchanged by the rule were skipped', {
                   count: derivation.unchanged.length,
                 })}
               </p>
             )}
-            {derivation.conflicts.length > 0 && (
+            {hasRule && derivation.conflicts.length > 0 && (
               <p className='text-warning text-xs'>
                 {t(
                   '{{count}} model(s) skipped because another model derives the same request name',
@@ -446,7 +406,24 @@ export function ModelMappingBatchDialog(props: ModelMappingBatchDialogProps) {
               </p>
             )}
           </section>
-        </div>
+          {direction === 'upstream' && (
+            <Field orientation='horizontal'>
+              <Checkbox
+                id={`${id}-sync`}
+                checked={syncModels}
+                onCheckedChange={(checked) => setSyncModels(checked === true)}
+              />
+              <FieldLabel
+                htmlFor={`${id}-sync`}
+                className='leading-5 font-normal'
+              >
+                {t(
+                  'Publish the request names and remove the raw upstream names from the model list'
+                )}
+              </FieldLabel>
+            </Field>
+          )}
+        </section>
       </div>
     </Dialog>
   )
diff --git a/web/src/features/channels/components/model-mapping-editor.tsx b/web/src/features/channels/components/model-mapping-editor.tsx
index 139d24d..45f396f 100644
--- a/web/src/features/channels/components/model-mapping-editor.tsx
+++ b/web/src/features/channels/components/model-mapping-editor.tsx
@@ -434,6 +434,11 @@ export function ModelMappingEditor(props: ModelMappingEditorProps) {
         )}
 
         <TabsContent value='visual' className='space-y-2'>
+          <p className='text-muted-foreground text-xs'>
+            {t(
+              'Users call the model on the left. The platform forwards the request to the upstream model on the right.'
+            )}
+          </p>
           {rows.length > 0 ? (
             <div className='space-y-2'>
               {showFilter && (
diff --git a/web/src/features/channels/components/model-redirect-panel.tsx b/web/src/features/channels/components/model-redirect-panel.tsx
index 60260c9..83b3a08 100644
--- a/web/src/features/channels/components/model-redirect-panel.tsx
+++ b/web/src/features/channels/components/model-redirect-panel.tsx
@@ -16,7 +16,6 @@ along with this program. If not, see <https://www.gnu.org/licenses/>.
 
 For commercial licensing, please contact support@quantumnous.com
 */
-import { Wand2 } from 'lucide-react'
 import { useId } from 'react'
 import { useTranslation } from 'react-i18next'
 
@@ -25,11 +24,9 @@ import {
   type FloatingWindowPosition,
 } from '@/components/floating-window'
 import { Badge } from '@/components/ui/badge'
-import { Button } from '@/components/ui/button'
 import { Checkbox } from '@/components/ui/checkbox'
 import { Label } from '@/components/ui/label'
 
-import type { ModelNamingSuggestion } from '../lib'
 import {
   ModelMappingEditor,
   type ModelMappingDraftRequest,
@@ -44,9 +41,7 @@ type ModelRedirectPanelProps = {
   onMappingChange: (value: string) => void
   /** Called once an edit settles; the drawer syncs the model list here. */
   onMappingCommit: (value: string) => void
-  suggestions: ModelNamingSuggestion[]
-  onApplySuggestion: (suggestion: ModelNamingSuggestion) => void
-  onOpenRules: () => void
+  onBatchAdd: () => void
   syncModels: boolean
   onSyncModelsChange: (value: boolean) => void
   sourceModelOptions: string[]
@@ -77,6 +72,7 @@ export function ModelRedirectPanel(props: ModelRedirectPanelProps) {
       defaultWidth={props.width}
       minWidth={340}
       storageKey='channel-model-redirects'
+      expandRequest={props.draftRequest?.token}
       onClose={props.onClose}
       footer={
         <div className='flex items-start gap-3'>
@@ -99,65 +95,17 @@ export function ModelRedirectPanel(props: ModelRedirectPanelProps) {
         </div>
       }
     >
-      <div className='space-y-4'>
-        <div className='space-y-2'>
-          {props.suggestions.length > 0 && (
-            <p className='text-muted-foreground text-xs'>
-              {t('Suggested rules')}
-            </p>
-          )}
-          <div className='flex flex-wrap items-center gap-2'>
-            {props.suggestions.map((suggestion) => {
-              let label = ''
-              if (suggestion.rule.type === 'replace') {
-                label = t('Replace {{find}} with {{replaceWith}}', {
-                  find: suggestion.rule.find,
-                  replaceWith: suggestion.rule.replaceWith,
-                })
-              } else if ('values' in suggestion.rule) {
-                label = t('Strip {{affix}}', {
-                  affix: suggestion.rule.values,
-                })
-              }
-              return (
-                <Button
-                  key={suggestion.id}
-                  type='button'
-                  variant='secondary'
-                  size='xs'
-                  disabled={props.disabled}
-                  onClick={() => props.onApplySuggestion(suggestion)}
-                >
-                  <Wand2 aria-hidden='true' />
-                  {label}
-                  <Badge variant='outline' className='h-4 px-1 text-[10px]'>
-                    {suggestion.models.length}
-                  </Badge>
-                </Button>
-              )
-            })}
-            <Button
-              type='button'
-              variant='ghost'
-              size='xs'
-              disabled={props.disabled}
-              onClick={props.onOpenRules}
-            >
-              {t('More rules')}
-            </Button>
-          </div>
-        </div>
-        <ModelMappingEditor
-          value={props.mappingValue}
-          onChange={props.onMappingChange}
-          onCommit={props.onMappingCommit}
-          disabled={props.disabled}
-          sourceModelOptions={props.sourceModelOptions}
-          targetModelOptions={props.targetModelOptions}
-          draftRequest={props.draftRequest}
-          onDraftRequestHandled={props.onDraftRequestHandled}
-        />
-      </div>
+      <ModelMappingEditor
+        value={props.mappingValue}
+        onChange={props.onMappingChange}
+        onCommit={props.onMappingCommit}
+        onBatchAdd={props.onBatchAdd}
+        disabled={props.disabled}
+        sourceModelOptions={props.sourceModelOptions}
+        targetModelOptions={props.targetModelOptions}
+        draftRequest={props.draftRequest}
+        onDraftRequestHandled={props.onDraftRequestHandled}
+      />
     </FloatingWindow>
   )
 }
diff --git a/web/src/features/channels/components/numeric-spinner-input.tsx b/web/src/features/channels/components/numeric-spinner-input.tsx
index 6890d3f..ee5d325 100644
--- a/web/src/features/channels/components/numeric-spinner-input.tsx
+++ b/web/src/features/channels/components/numeric-spinner-input.tsx
@@ -167,6 +167,7 @@ export function NumericSpinnerInput({
 
         {editing ? (
           <input
+            data-slot='numeric-spinner-value'
             ref={inputRef}
             type='text'
             value={localValue}
@@ -178,6 +179,7 @@ export function NumericSpinnerInput({
           />
         ) : (
           <button
+            data-slot='numeric-spinner-value'
             type='button'
             onClick={handleStartEdit}
             disabled={disabled}
diff --git a/web/src/features/channels/components/upstream-model-selection.tsx b/web/src/features/channels/components/upstream-model-selection.tsx
index da5622a..bb37441 100644
--- a/web/src/features/channels/components/upstream-model-selection.tsx
+++ b/web/src/features/channels/components/upstream-model-selection.tsx
@@ -72,7 +72,7 @@ function ModelCategory(props: ModelCategoryProps) {
   const allSelected = selectedCount === props.models.length
 
   return (
-    <Collapsible defaultOpen className='rounded-lg border'>
+    <Collapsible defaultOpen className='@container rounded-lg border'>
       <div className='flex items-center gap-3 px-3'>
         <Checkbox
           aria-label={t('Select all models in {{category}}', {
@@ -109,7 +109,7 @@ function ModelCategory(props: ModelCategoryProps) {
         </CollapsibleTrigger>
       </div>
       <CollapsibleContent className='border-t px-3 py-2'>
-        <div className='grid gap-2 sm:grid-cols-2'>
+        <div className='grid gap-2 @lg:grid-cols-2'>
           {props.models.map((model) => (
             <div key={model} className='flex min-w-0 items-start gap-2'>
               <Checkbox
diff --git a/web/src/features/channels/constants.ts b/web/src/features/channels/constants.ts
index ed9d3ea..ca53bba 100644
--- a/web/src/features/channels/constants.ts
+++ b/web/src/features/channels/constants.ts
@@ -16,6 +16,11 @@ along with this program. If not, see <https://www.gnu.org/licenses/>.
 
 For commercial licensing, please contact support@quantumnous.com
 */
+
+export const CHANNEL_PRIORITY_GUIDE_KEYS = {
+  card: 'channels:priority-drag-guide:card:v1',
+  table: 'channels:priority-drag-guide:v1',
+} as const
 // ============================================================================
 // Channel Types (from constant/channel.go)
 // All label/name values are i18n keys; use t(value) when displaying.
@@ -84,7 +89,7 @@ export const CHANNEL_TYPES = {
   51: 'Jimeng',
   52: 'Vidu',
   53: 'Submodel',
-  54: 'DoubaoVideo',
+  54: 'Doubao',
   55: 'Sora',
   56: 'Replicate',
   57: 'ChatGPT Subscription (Codex)',
@@ -157,7 +162,8 @@ export const CHANNEL_PROVIDER_PRESENTATION: Partial<
   52: { descriptionKey: 'Connect to Vidu video generation services' },
   53: { descriptionKey: 'Connect to Submodel model services' },
   54: {
-    descriptionKey: 'Generate Doubao Seedance videos through Volcengine Ark',
+    descriptionKey:
+      'Connect to Doubao Seedance video and Seedream image generation through Volcengine Ark',
   },
   55: { descriptionKey: 'Connect to OpenAI Sora video generation services' },
   56: { descriptionKey: 'Access hosted model predictions through Replicate' },
@@ -171,7 +177,8 @@ export const CHANNEL_PROVIDER_PRESENTATION: Partial<
   },
   59: { descriptionKey: 'Connect to model services through a Sub2API gateway' },
   60: {
-    descriptionKey: 'Connect to model services from another New API instance',
+    descriptionKey:
+      'Connect to New API model services with support for multiple task plugins',
   },
   62: { descriptionKey: 'Connect to self-hosted models served by vLLM' },
   63: { descriptionKey: 'Connect to self-hosted models served by SGLang' },
diff --git a/web/src/features/channels/hooks/use-channel-priority-drag.ts b/web/src/features/channels/hooks/use-channel-priority-drag.ts
new file mode 100644
index 0000000..cce8e78
--- /dev/null
+++ b/web/src/features/channels/hooks/use-channel-priority-drag.ts
@@ -0,0 +1,794 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import {
+  animate,
+  type AnimationPlaybackControls,
+  type ValueAnimationTransition,
+} from 'motion'
+import { useReducedMotion } from 'motion/react'
+import {
+  useCallback,
+  useEffect,
+  useMemo,
+  useRef,
+  useState,
+  type KeyboardEvent,
+  type PointerEvent,
+} from 'react'
+
+import {
+  previewPriorityDrop,
+  type PriorityDrop,
+  type PriorityPosition,
+} from '../lib/channel-priority-order'
+import type { Channel } from '../types'
+import type { useChannelPriorityOrder } from './use-channel-priority-order'
+
+function scrollParent(element: HTMLElement): HTMLElement {
+  let parent = element.parentElement
+  while (parent) {
+    if (/(auto|scroll)/.test(getComputedStyle(parent).overflowY)) return parent
+    parent = parent.parentElement
+  }
+  return document.documentElement
+}
+
+function animateDragTransform(
+  element: HTMLElement,
+  transform: string,
+  transition: ValueAnimationTransition<string>
+): AnimationPlaybackControls {
+  // Animate the value directly so Motion cannot reapply a DOM transform after
+  // cleanup and React's final reorder have restored the row's natural position.
+  return animate(
+    element.style.transform || 'translate3d(0px, 0px, 0px)',
+    transform,
+    {
+      ...transition,
+      onUpdate: (value) => {
+        element.style.transform = value
+      },
+    }
+  )
+}
+
+type DragOptions = {
+  items: Channel[]
+  desc: boolean
+  enabled: boolean
+  scope: string
+  begin: () => void
+  select: (drop: PriorityDrop | null) => void
+  commit: () => Promise<void>
+  cancel: () => void
+  previewStore: ReturnType<typeof useChannelPriorityOrder>['previewStore']
+}
+
+type DragSlot = {
+  id: number
+  element: HTMLElement
+  rect: DOMRect
+  transform: string
+  minHeight: string
+  willChange: string
+  boxShadow: string
+  backgroundColor: string
+  x: number
+  y: number
+}
+
+type DragPoint = {
+  pointerId: number
+  id: number
+  startX: number
+  startY: number
+  x: number
+  y: number
+  moved: boolean
+  clone: HTMLElement | null
+  overlay: HTMLElement | null
+  feedback: HTMLElement | null
+  insertion: HTMLElement | null
+  insertionY: number | null
+  drop: PriorityDrop | null
+  source: HTMLElement
+  opacity: string
+  outline: string
+  scroller: HTMLElement
+  scrollBounds: DOMRect
+  rootBounds: DOMRect
+  target: string
+  slots: DragSlot[]
+  slotsByID: Map<number, DragSlot>
+  items: Channel[]
+  ordered: Channel[]
+  hitIndex: number
+  hitTarget: number | null
+  horizontal: boolean
+  table: boolean
+  destination: DOMRect | null
+  scrollTop: number
+  scrollLeft: number
+  lastFrame: number
+  commit: boolean
+}
+
+/** The gesture keeps React rows and DOM order fixed. Only transforms change. */
+export function useChannelPriorityDrag(options: DragOptions) {
+  const root = useRef<HTMLDivElement>(null)
+  const point = useRef<DragPoint | null>(null)
+  const [feedbackContainer, setFeedbackContainer] =
+    useState<HTMLElement | null>(null)
+  const frame = useRef<number | undefined>(undefined)
+  const released = useRef<DragPoint | null>(null)
+  const landing = useRef<AnimationPlaybackControls | null>(null)
+  const animations = useRef(new Map<HTMLElement, AnimationPlaybackControls>())
+  const latest = useRef(options)
+  latest.current = options
+  const reduced = useReducedMotion()
+  const transition = useMemo(
+    () =>
+      reduced
+        ? { duration: 0 }
+        : { type: 'spring' as const, stiffness: 450, damping: 38 },
+    [reduced]
+  )
+
+  const clearVisuals = useCallback((current: DragPoint) => {
+    current.overlay?.remove()
+    setFeedbackContainer(null)
+    current.source.style.opacity = current.opacity
+    current.source.style.outline = current.outline
+    for (const slot of current.slots) {
+      animations.current.get(slot.element)?.stop()
+      Object.assign(slot.element.style, {
+        transform: slot.transform,
+        minHeight: slot.minHeight,
+        willChange: slot.willChange,
+        boxShadow: slot.boxShadow,
+        backgroundColor: slot.backgroundColor,
+      })
+      delete slot.element.dataset.priorityDrop
+    }
+    animations.current.clear()
+    if (root.current) delete root.current.dataset.priorityDragging
+    released.current = null
+  }, [])
+
+  const preview = useCallback(
+    (current: DragPoint, drop: PriorityDrop | null, settling = false) => {
+      const ordered = drop
+        ? previewPriorityDrop(current.items, drop, latest.current.desc)
+        : current.items
+      current.ordered = ordered
+      current.drop = drop
+      if (current.clone) {
+        current.clone.style.outline =
+          drop && drop.position !== 'same'
+            ? '1px solid var(--warning)'
+            : '1px solid var(--primary)'
+      }
+      const targetPriority =
+        current.items.find((item) => item.id === drop?.target_id)?.priority ?? 0
+      current.insertionY = null
+      if (current.table && drop && drop.position !== 'same') {
+        const tierIDs = new Set(
+          current.items
+            .filter(
+              (item) =>
+                item.id !== current.id &&
+                (item.priority ?? 0) === targetPriority
+            )
+            .map((item) => item.id)
+        )
+        const tier = current.slots.filter((slot) => tierIDs.has(slot.id))
+        const before = (drop.position === 'before') === latest.current.desc
+        current.insertionY =
+          (before ? tier[0]?.rect.top : tier.at(-1)?.rect.bottom) ?? null
+      }
+      for (const [index, item] of ordered.entries()) {
+        const slot = current.slotsByID.get(item.id)
+        const destination = current.slots[index]?.rect
+        if (!slot || !destination) continue
+        const joining =
+          drop?.position === 'same' &&
+          item.id !== current.id &&
+          (item.priority ?? 0) === targetPriority
+        if (joining) slot.element.dataset.priorityDrop = 'same'
+        else delete slot.element.dataset.priorityDrop
+        slot.element.style.boxShadow = joining
+          ? 'inset 0 0 0 2px var(--primary)'
+          : slot.boxShadow
+        if (current.table) {
+          slot.element.style.backgroundColor = joining
+            ? 'color-mix(in srgb, var(--primary) 8%, var(--card))'
+            : slot.backgroundColor
+        }
+        const x = destination.left - slot.rect.left
+        const y = destination.top - slot.rect.top
+        if (item.id === current.id) current.destination = destination
+        // Table rows remain stable hit targets; animate the result on release.
+        if (current.table && !settling) continue
+        if (slot.x === x && slot.y === y) continue
+        slot.x = x
+        slot.y = y
+        const transform = `translate3d(${x}px, ${y}px, 0)`
+        animations.current.get(slot.element)?.stop()
+        if (item.id === current.id) {
+          if (!current.table) slot.element.style.transform = transform
+        } else if (transition.duration === 0) {
+          slot.element.style.transform = transform
+        } else {
+          animations.current.set(
+            slot.element,
+            animateDragTransform(slot.element, transform, transition)
+          )
+        }
+      }
+    },
+    [transition]
+  )
+
+  const stop = useCallback(
+    (commit = false) => {
+      const current = point.current
+      if (!current) {
+        if (released.current && !commit) {
+          released.current.commit = false
+          landing.current?.complete()
+        }
+        return
+      }
+      point.current = null
+      if (frame.current !== undefined) cancelAnimationFrame(frame.current)
+      frame.current = undefined
+      if (root.current?.hasPointerCapture(current.pointerId)) {
+        root.current.releasePointerCapture(current.pointerId)
+      }
+      if (!current.moved || !current.clone) return
+      if (current.feedback) current.feedback.hidden = true
+      if (current.insertion) current.insertion.hidden = true
+      current.commit = commit && !!current.target
+      released.current = current
+      if (transition.duration === 0) {
+        clearVisuals(current)
+        if (current.commit) void latest.current.commit()
+        else latest.current.cancel()
+        return
+      }
+      if (current.table) {
+        if (current.overlay) current.overlay.hidden = true
+        if (!current.commit) {
+          clearVisuals(current)
+          latest.current.cancel()
+          return
+        }
+        current.source.style.opacity = current.opacity
+        preview(current, current.drop, true)
+        const source = current.slotsByID.get(current.id)
+        if (!source) {
+          clearVisuals(current)
+          latest.current.cancel()
+          return
+        }
+        landing.current = animateDragTransform(
+          current.source,
+          `translate3d(${source.x}px, ${source.y}px, 0)`,
+          {
+            ...transition,
+            onComplete: () => {
+              clearVisuals(current)
+              if (current.commit) void latest.current.commit()
+              else latest.current.cancel()
+            },
+          }
+        )
+        return
+      }
+      if (!current.commit) preview(current, null)
+      const origin = current.slotsByID.get(current.id)?.rect
+      const target = current.destination ?? origin
+      if (!origin || !target) {
+        clearVisuals(current)
+        latest.current.cancel()
+        return
+      }
+      const x =
+        target.left -
+        origin.left -
+        current.scroller.scrollLeft +
+        current.scrollLeft
+      const y =
+        target.top - origin.top - current.scroller.scrollTop + current.scrollTop
+      landing.current = animateDragTransform(
+        current.clone,
+        `translate3d(${x}px, ${y}px, 0)`,
+        {
+          ...transition,
+          onComplete: () => {
+            clearVisuals(current)
+            // Commit changes React's order exactly once, after the visual landing.
+            if (current.commit) void latest.current.commit()
+            else latest.current.cancel()
+          },
+        }
+      )
+    },
+    [clearVisuals, preview, transition]
+  )
+
+  const tick = useCallback(
+    (time: number) => {
+      frame.current = undefined
+      const current = point.current
+      if (!current || !root.current) return
+      if (!current.moved) {
+        if (
+          Math.hypot(current.x - current.startX, current.y - current.startY) <=
+          4
+        ) {
+          return
+        }
+        // Batch every layout read before adding the ghost or writing styles.
+        const elements = [
+          ...root.current.querySelectorAll<HTMLElement>(
+            '[data-sortable-id^="channel:"]'
+          ),
+        ]
+        current.slots = elements.map((element) => ({
+          id: Number(element.dataset.sortableId?.split(':')[1]),
+          element,
+          rect: element.getBoundingClientRect(),
+          transform: element.style.transform,
+          minHeight: element.style.minHeight,
+          willChange: element.style.willChange,
+          boxShadow: element.style.boxShadow,
+          backgroundColor: element.style.backgroundColor,
+          x: 0,
+          y: 0,
+        }))
+        current.slotsByID = new Map(
+          current.slots.map((slot) => [slot.id, slot])
+        )
+        const origin = current.slotsByID.get(current.id)?.rect
+        if (!origin) return
+        current.table = current.source.tagName === 'TR'
+        current.scrollBounds = current.scroller.getBoundingClientRect()
+        current.rootBounds = root.current.getBoundingClientRect()
+        current.scrollTop = current.scroller.scrollTop
+        current.scrollLeft = current.scroller.scrollLeft
+        current.horizontal =
+          !current.table &&
+          current.slots.some(
+            (slot, index) =>
+              index > 0 &&
+              Math.abs(
+                slot.rect.top - (current.slots[index - 1]?.rect.top ?? Infinity)
+              ) < 4
+          )
+        current.destination = origin
+        current.moved = true
+        latest.current.begin()
+
+        let clone: HTMLElement
+        if (current.table) {
+          clone = document.createElement('div')
+          const identity = document.createElement('div')
+          identity.className =
+            'flex min-w-0 items-center gap-2 px-3 pt-3 text-sm'
+          const name = document.createElement('span')
+          name.className = 'min-w-0 flex-1 truncate font-medium'
+          // Read displayed text so the preview respects the visibility toggle.
+          name.textContent =
+            current.source.querySelector('[data-column-id="name"]')
+              ?.textContent ?? ''
+          const priority = document.createElement('span')
+          priority.dataset.columnId = 'priority'
+          priority.className =
+            'text-muted-foreground shrink-0 font-mono text-xs'
+          const value = document.createElement('span')
+          value.dataset.slot = 'numeric-spinner-value'
+          value.textContent =
+            current.source.querySelector(
+              '[data-column-id="priority"] [data-slot="numeric-spinner-value"]'
+            )?.textContent ?? ''
+          priority.append(value)
+          identity.append(name, priority)
+          clone.append(identity)
+        } else clone = current.source.cloneNode(true) as HTMLElement
+        clone.style.animation = 'none'
+        clone.removeAttribute('id')
+        clone.removeAttribute('data-sortable-id')
+        clone
+          .querySelectorAll('[id]')
+          .forEach((element) => element.removeAttribute('id'))
+        const ghost = clone
+        ghost.dataset.originX = String(origin.left)
+        ghost.dataset.originY = String(origin.top)
+        Object.assign(ghost.style, {
+          position: 'absolute',
+          left: current.table ? '0' : `${origin.left}px`,
+          top: current.table ? '0' : `${origin.top}px`,
+          margin: '0',
+          width: current.table ? '300px' : `${origin.width}px`,
+          maxWidth: 'calc(100vw - 16px)',
+          height: current.table ? 'auto' : `${origin.height}px`,
+          pointerEvents: 'none',
+          background: 'var(--card)',
+          borderRadius: 'var(--radius)',
+          boxShadow: '0 12px 28px #0003',
+          outline: '1px solid var(--primary)',
+          overflow: 'hidden',
+          willChange: 'transform',
+        })
+        const overlay = document.createElement('div')
+        Object.assign(overlay.style, {
+          position: 'fixed',
+          inset: '0',
+          overflow: 'hidden',
+          pointerEvents: 'none',
+          zIndex: '1000',
+        })
+        overlay.setAttribute('aria-hidden', 'true')
+        overlay.inert = true
+        const insertion = document.createElement('div')
+        insertion.dataset.priorityInsertion = ''
+        insertion.hidden = true
+        Object.assign(insertion.style, {
+          position: 'absolute',
+          left: '0',
+          top: '0',
+          background: 'var(--warning)',
+          borderRadius: '999px',
+          boxShadow: '0 0 0 2px var(--background)',
+          pointerEvents: 'none',
+        })
+        const feedback = document.createElement('div')
+        Object.assign(feedback.style, {
+          position: current.table ? 'relative' : 'absolute',
+          left: '0',
+          top: '0',
+          width: '300px',
+          maxWidth: 'calc(100vw - 16px)',
+          pointerEvents: 'none',
+          willChange: 'transform',
+        })
+        if (current.table) {
+          feedback.dataset.priorityView = 'table'
+          ghost.append(feedback)
+          overlay.append(insertion, ghost)
+        } else overlay.append(ghost, insertion, feedback)
+        document.body.append(overlay)
+        current.feedback = feedback
+        current.insertion = insertion
+        setFeedbackContainer(feedback)
+        current.overlay = overlay
+        current.clone = ghost
+        for (const slot of current.slots) {
+          slot.element.style.willChange = 'transform'
+          if (slot.element.tagName !== 'TR') {
+            slot.element.style.minHeight = `${slot.rect.height}px`
+          }
+        }
+        current.source.style.opacity = '0.2'
+        current.source.style.outline = '2px dashed var(--primary)'
+        root.current.dataset.priorityDragging = 'true'
+      }
+      // No geometry reads, sorting or React table updates in the pointer frame.
+      const scrollBefore = current.scroller.scrollTop
+      const bounds = current.scrollBounds
+      const elapsed = current.lastFrame
+        ? Math.min(32, time - current.lastFrame)
+        : 16
+      current.lastFrame = time
+      if (current.x >= bounds.left && current.x <= bounds.right) {
+        if (current.y < bounds.top + 32) {
+          current.scroller.scrollTop -= elapsed * 0.45
+        } else if (current.y > bounds.bottom - 32) {
+          current.scroller.scrollTop += elapsed * 0.45
+        }
+      }
+      const scrollX = current.scroller.scrollLeft - current.scrollLeft
+      const scrollY = current.scroller.scrollTop - current.scrollTop
+      const pointerX = current.x + scrollX
+      const pointerY = current.y + scrollY
+      let hitIndex = -1
+      let distance = Infinity
+      for (const [index, slot] of current.slots.entries()) {
+        const dx = pointerX - slot.rect.left - slot.rect.width / 2
+        const dy = pointerY - slot.rect.top - slot.rect.height / 2
+        const squared = dx * dx + dy * dy
+        if (squared < distance) {
+          hitIndex = index
+          distance = squared
+        }
+      }
+      let next: PriorityDrop | null = null
+      const slot = current.slots[hitIndex]
+      if (
+        slot &&
+        pointerX >= slot.rect.left - 8 &&
+        pointerX <= slot.rect.right + 8 &&
+        pointerY >= slot.rect.top - 8 &&
+        pointerY <= slot.rect.bottom + 8 &&
+        current.x >= current.rootBounds.left &&
+        current.x <= current.rootBounds.right &&
+        current.y >= current.rootBounds.top &&
+        current.y <= current.rootBounds.bottom
+      ) {
+        if (current.table) {
+          current.hitIndex = hitIndex
+          current.hitTarget = slot.id === current.id ? null : slot.id
+        } else if (hitIndex !== current.hitIndex) {
+          current.hitIndex = hitIndex
+          const occupant = current.ordered[hitIndex]
+          // Resolve the card/row now occupying this slot, not its original ID.
+          // A moving placeholder retains the previous target instead of resetting.
+          if (occupant && occupant.id !== current.id) {
+            current.hitTarget = occupant.id
+          }
+        }
+        if (current.hitTarget !== null) {
+          const offset = current.horizontal
+            ? pointerX - slot.rect.left
+            : pointerY - slot.rect.top
+          const size = current.horizontal ? slot.rect.width : slot.rect.height
+          const edge = Math.min(current.table ? 10 : 24, size * 0.18)
+          const leading: PriorityPosition = latest.current.desc
+            ? 'before'
+            : 'after'
+          const trailing: PriorityPosition = latest.current.desc
+            ? 'after'
+            : 'before'
+          let leadingEdge = edge
+          let trailingEdge = size - edge
+          if (current.drop?.target_id === current.hitTarget) {
+            leadingEdge += current.drop.position === leading ? 3 : -3
+            trailingEdge += current.drop.position === trailing ? -3 : 3
+          }
+          let position: PriorityPosition = 'same'
+          if (offset < leadingEdge) position = leading
+          else if (offset > trailingEdge) position = trailing
+          next = { id: current.id, target_id: current.hitTarget, position }
+        }
+      } else {
+        current.hitIndex = -1
+        current.hitTarget = null
+      }
+      if (current.clone && !current.table) {
+        current.clone.style.transform = `translate3d(${current.x - current.startX}px, ${current.y - current.startY}px, 0)`
+      }
+      const key = next ? `${next.target_id}:${next.position}` : ''
+      if (key !== current.target) {
+        current.target = key
+        preview(current, next)
+        latest.current.select(next)
+      }
+      if (current.feedback) {
+        const left = Math.max(
+          8,
+          Math.min(current.x + 16, window.innerWidth - 308)
+        )
+        const top = Math.max(
+          8,
+          Math.min(
+            current.table ? current.y - 132 : current.y + 20,
+            window.innerHeight - 148
+          )
+        )
+        const floating = current.table ? current.clone : current.feedback
+        if (floating) {
+          floating.style.transform = `translate3d(${left}px, ${top}px, 0)`
+        }
+      }
+      const destination = current.destination
+      if (current.insertion) {
+        current.insertion.hidden =
+          !current.drop || current.drop.position === 'same' || !destination
+        if (!current.insertion.hidden && destination) {
+          const left = destination.left - scrollX
+          const top = (current.insertionY ?? destination.top) - scrollY
+          const vertical = current.horizontal
+          Object.assign(current.insertion.style, {
+            transform: `translate3d(${vertical ? left - 6 : Math.max(left, current.scrollBounds.left)}px, ${vertical ? top : top - 2}px, 0)`,
+            width: vertical
+              ? '4px'
+              : `${Math.min(destination.right - scrollX, current.scrollBounds.right) - Math.max(left, current.scrollBounds.left)}px`,
+            height: vertical ? `${destination.height}px` : '4px',
+          })
+        }
+      }
+      // Idle pointers do not run a perpetual frame loop. Continue only to scroll.
+      if (current.scroller.scrollTop !== scrollBefore) {
+        frame.current = requestAnimationFrame(tick)
+      }
+    },
+    [preview]
+  )
+
+  const start = useCallback(
+    (event: PointerEvent<HTMLButtonElement>, id: number) => {
+      if (
+        !latest.current.enabled ||
+        point.current ||
+        released.current ||
+        event.button !== 0
+      ) {
+        return
+      }
+      const source = root.current?.querySelector<HTMLElement>(
+        `[data-sortable-id="channel:${id}"]`
+      )
+      if (!source || !root.current) return
+      event.preventDefault()
+      event.currentTarget.focus({ preventScroll: true })
+      point.current = {
+        pointerId: event.pointerId,
+        id,
+        startX: event.clientX,
+        startY: event.clientY,
+        x: event.clientX,
+        y: event.clientY,
+        moved: false,
+        clone: null,
+        overlay: null,
+        feedback: null,
+        insertion: null,
+        insertionY: null,
+        drop: null,
+        source,
+        opacity: source.style.opacity,
+        outline: source.style.outline,
+        scroller: scrollParent(source),
+        scrollBounds: new DOMRect(),
+        rootBounds: new DOMRect(),
+        target: '',
+        slots: [],
+        slotsByID: new Map(),
+        items: latest.current.items,
+        ordered: latest.current.items,
+        hitIndex: -1,
+        hitTarget: null,
+        horizontal: false,
+        table: false,
+        destination: null,
+        scrollTop: 0,
+        scrollLeft: 0,
+        lastFrame: 0,
+        commit: false,
+      }
+      root.current.setPointerCapture(event.pointerId)
+    },
+    []
+  )
+
+  const keyDown = useCallback(
+    (event: KeyboardEvent<HTMLButtonElement>, id: number) => {
+      if (event.key === 'Escape') {
+        stop()
+        latest.current.cancel()
+        return
+      }
+      if (!latest.current.enabled || point.current || released.current) return
+      const index = latest.current.items.findIndex((item) => item.id === id)
+      let delta = 0
+      if (event.key === 'ArrowLeft' || event.key === 'ArrowUp') delta = -1
+      if (event.key === 'ArrowRight' || event.key === 'ArrowDown') delta = 1
+      if (!delta) return
+      event.preventDefault()
+      const target = latest.current.items[index + delta]
+      if (!target) return
+      latest.current.begin()
+      latest.current.select({
+        id,
+        target_id: target.id,
+        position: delta < 0 === latest.current.desc ? 'before' : 'after',
+      })
+      void latest.current.commit()
+    },
+    [stop]
+  )
+
+  useEffect(
+    () =>
+      options.previewStore.subscribe(() => {
+        const current = point.current ?? released.current
+        if (!current?.clone) return
+        const { drop, preview } = options.previewStore.getSnapshot()
+        let priority =
+          current.items.find((item) => item.id === current.id)?.priority ?? 0
+        if (drop?.id === current.id) {
+          if (drop.position === 'same') {
+            priority =
+              current.items.find((item) => item.id === drop.target_id)
+                ?.priority ?? 0
+          }
+          if (preview) {
+            priority =
+              preview.items.find((item) => item.id === current.id)?.priority ??
+              priority
+          }
+        }
+        const value = current.clone.querySelector<HTMLElement>(
+          '[data-column-id="priority"] [data-slot="numeric-spinner-value"]'
+        )
+        if (value instanceof HTMLInputElement) value.value = String(priority)
+        else if (value) {
+          value.textContent = String(priority)
+          value.title = String(priority)
+        }
+      }),
+    [options.previewStore]
+  )
+
+  useEffect(() => {
+    stop()
+  }, [options.scope, options.enabled, stop])
+  useEffect(() => {
+    const cancel = () => stop()
+    const key = (event: globalThis.KeyboardEvent) => {
+      if (event.key === 'Escape') cancel()
+    }
+    window.addEventListener('blur', cancel)
+    window.addEventListener('resize', cancel)
+    window.addEventListener('keydown', key)
+    return () => {
+      window.removeEventListener('blur', cancel)
+      window.removeEventListener('resize', cancel)
+      window.removeEventListener('keydown', key)
+      if (frame.current !== undefined) cancelAnimationFrame(frame.current)
+      if (released.current) released.current.commit = false
+      landing.current?.stop()
+      if (point.current) clearVisuals(point.current)
+      if (released.current) clearVisuals(released.current)
+      point.current = null
+    }
+  }, [clearVisuals, stop])
+
+  return {
+    root,
+    feedbackContainer,
+    start,
+    keyDown,
+    rootEvents: {
+      onPointerMove: (event: PointerEvent<HTMLDivElement>) => {
+        if (point.current?.pointerId !== event.pointerId) return
+        point.current.x = event.clientX
+        point.current.y = event.clientY
+        if (frame.current === undefined) {
+          frame.current = requestAnimationFrame(tick)
+        }
+      },
+      onPointerUp: (event: PointerEvent<HTMLDivElement>) => {
+        if (point.current?.pointerId !== event.pointerId) return
+        point.current.x = event.clientX
+        point.current.y = event.clientY
+        if (frame.current !== undefined) cancelAnimationFrame(frame.current)
+        tick(performance.now())
+        stop(true)
+      },
+      onPointerCancel: () => {
+        if (point.current) stop()
+      },
+      onLostPointerCapture: () => {
+        if (point.current) stop()
+      },
+    },
+  }
+}
diff --git a/web/src/features/channels/hooks/use-channel-priority-order.ts b/web/src/features/channels/hooks/use-channel-priority-order.ts
new file mode 100644
index 0000000..869421a
--- /dev/null
+++ b/web/src/features/channels/hooks/use-channel-priority-order.ts
@@ -0,0 +1,251 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { useMutation, useQueryClient } from '@tanstack/react-query'
+import { useCallback, useEffect, useMemo, useRef, useState } from 'react'
+import { useTranslation } from 'react-i18next'
+import { toast } from 'sonner'
+
+import { handleServerError } from '@/lib/handle-server-error'
+
+import { getChannelPriorityOrder, reorderChannelPriority } from '../api'
+import { channelsQueryKeys } from '../lib'
+import {
+  applyPriorityPreview,
+  previewPriorityDrop,
+  type PriorityDrop,
+  type PriorityMove,
+  type PriorityOrder,
+} from '../lib/channel-priority-order'
+import type { Channel } from '../types'
+
+export function useChannelPriorityOrder(props: {
+  channels: Channel[]
+  desc: boolean
+  scope: string
+  enabled: boolean
+}) {
+  const { t } = useTranslation()
+  const client = useQueryClient()
+  const [optimisticDrop, setOptimisticDrop] = useState<PriorityDrop | null>(
+    null
+  )
+  const [savedPreview, setSavedPreview] = useState<PriorityOrder | null>(null)
+  // Only the status strip subscribes to hover/priority-preview updates. The table's
+  // data and row objects stay unchanged throughout the pointer gesture.
+  const [previewStore] = useState(() => {
+    const listeners = new Set<() => void>()
+    let value: {
+      drop: PriorityDrop | null
+      preview: PriorityOrder | null
+      preparing: boolean
+    } = { drop: null, preview: null, preparing: false }
+    return {
+      getSnapshot: () => value,
+      subscribe: (listener: () => void) => {
+        listeners.add(listener)
+        return () => {
+          listeners.delete(listener)
+        }
+      },
+      publish: (next: typeof value) => {
+        value = next
+        for (const listener of listeners) listener()
+      },
+    }
+  })
+  const [undo, setUndo] = useState<PriorityOrder | null>(null)
+  const [active, setActive] = useState(false)
+  const [saving, setSaving] = useState(false)
+  const session = useRef<{
+    snapshot: Promise<PriorityOrder>
+    drop: PriorityDrop | null
+    serial: number
+  } | null>(null)
+  const timer = useRef<ReturnType<typeof setTimeout> | undefined>(undefined)
+  const mutation = useMutation({
+    mutationFn: reorderChannelPriority,
+    meta: { errorToast: false },
+  })
+  const busy = useRef(false)
+
+  const cancel = useCallback(() => {
+    clearTimeout(timer.current)
+    session.current = null
+    setActive(false)
+    setOptimisticDrop(null)
+    setSavedPreview(null)
+    previewStore.publish({ drop: null, preview: null, preparing: false })
+  }, [previewStore])
+
+  function begin() {
+    if (!props.enabled || busy.current) return
+    cancel()
+    // Read a fresh snapshot on every gesture, including keyboard moves.
+    const snapshot = getChannelPriorityOrder()
+    // Mark rejection handled until the gesture actually needs the result.
+    void snapshot.catch(() => undefined)
+    session.current = { snapshot, drop: null, serial: 0 }
+    setActive(true)
+  }
+
+  function select(next: PriorityDrop | null) {
+    const current = session.current
+    if (!current || busy.current) return
+    clearTimeout(timer.current)
+    current.drop = next
+    current.serial++
+    previewStore.publish({ drop: next, preview: null, preparing: !!next })
+    if (!next) return
+    const serial = current.serial
+    timer.current = setTimeout(() => {
+      void current.snapshot
+        .then((snapshot) => {
+          if (
+            session.current !== current ||
+            current.serial !== serial ||
+            busy.current
+          ) {
+            return null
+          }
+          return reorderChannelPriority({
+            ...next,
+            revision: snapshot.revision,
+            preview: true,
+          })
+        })
+        .then((result) => {
+          if (
+            result &&
+            session.current === current &&
+            current.serial === serial &&
+            !busy.current
+          ) {
+            previewStore.publish({
+              drop: next,
+              preview: result,
+              preparing: false,
+            })
+          }
+        })
+        .catch((error: unknown) => {
+          if (
+            session.current === current &&
+            current.serial === serial &&
+            !busy.current
+          ) {
+            cancel()
+            handleServerError(error)
+          }
+        })
+    }, 200)
+  }
+
+  async function save(move: PriorityMove) {
+    const result = await mutation.mutateAsync(move)
+    setSavedPreview(result)
+    await client.invalidateQueries({ queryKey: channelsQueryKeys.lists() })
+    setUndo(move.restore ? null : result)
+    if (result.changes.length > 0) toast.success(t('Channel priorities saved'))
+  }
+
+  async function commit() {
+    const current = session.current
+    if (busy.current) return
+    if (!current?.drop) {
+      cancel()
+      return
+    }
+    busy.current = true
+    setSaving(true)
+    clearTimeout(timer.current)
+    setOptimisticDrop(current.drop)
+    previewStore.publish({ drop: current.drop, preview: null, preparing: true })
+    try {
+      const snapshot = await current.snapshot
+      if (session.current !== current) return
+      await save({ ...current.drop, revision: snapshot.revision })
+    } catch (error) {
+      handleServerError(error)
+      await client.invalidateQueries({ queryKey: channelsQueryKeys.lists() })
+    } finally {
+      busy.current = false
+      setSaving(false)
+      cancel()
+    }
+  }
+
+  async function restore() {
+    if (!undo || busy.current) return
+    busy.current = true
+    setSaving(true)
+    try {
+      await save({
+        revision: undo.revision,
+        restore: undo.changes.map((change) => ({
+          id: change.id,
+          previous: change.priority,
+          priority: change.previous,
+        })),
+      })
+    } catch (error) {
+      setUndo(null)
+      handleServerError(error)
+      await client.invalidateQueries({ queryKey: channelsQueryKeys.lists() })
+    } finally {
+      busy.current = false
+      setSaving(false)
+      cancel()
+    }
+  }
+
+  useEffect(() => {
+    cancel()
+    // View/filter/page changes cancel a pending gesture, but not an in-flight save.
+  }, [props.scope, props.enabled, cancel])
+  useEffect(
+    () => () => {
+      clearTimeout(timer.current)
+      session.current = null
+    },
+    []
+  )
+
+  const items = useMemo(() => {
+    if (savedPreview) {
+      return applyPriorityPreview(props.channels, savedPreview, props.desc)
+    }
+    if (optimisticDrop) {
+      return previewPriorityDrop(props.channels, optimisticDrop, props.desc)
+    }
+    return props.channels
+  }, [props.channels, props.desc, optimisticDrop, savedPreview])
+
+  return {
+    items,
+    previewStore,
+    active,
+    saving,
+    undo,
+    begin,
+    select,
+    commit,
+    cancel,
+    restore,
+  }
+}
diff --git a/web/src/features/channels/hooks/use-channel-upstream-updates.ts b/web/src/features/channels/hooks/use-channel-upstream-updates.ts
index 72a0cac..81c1186 100644
--- a/web/src/features/channels/hooks/use-channel-upstream-updates.ts
+++ b/web/src/features/channels/hooks/use-channel-upstream-updates.ts
@@ -22,6 +22,10 @@ import { toast } from 'sonner'
 
 import { api, type ApiRequestConfig } from '@/lib/api'
 import { handleServerError } from '@/lib/handle-server-error'
+import {
+  createServerError,
+  getServerErrorMessage,
+} from '@/lib/server-error-message'
 
 import { normalizeModelList } from '../lib/upstream-update-utils'
 
@@ -30,66 +34,76 @@ const upstreamUpdateRequestConfig = {
   skipErrorHandler: true,
 } satisfies ApiRequestConfig
 
-function getManualIgnoredModelCount(settings: unknown): number {
-  let parsed: Record<string, unknown> | null = null
-  if (settings && typeof settings === 'object') {
-    parsed = settings as Record<string, unknown>
-  } else if (typeof settings === 'string') {
-    try {
-      parsed = JSON.parse(settings)
-    } catch {
-      parsed = null
-    }
-  }
-  if (!parsed) return 0
-  return normalizeModelList(
-    (parsed.upstream_model_update_ignored_models as unknown[]) || []
-  ).length
+type UpstreamUpdateChannel = { id: number; name?: string }
+
+type UpstreamUpdateResult = {
+  addedModels: string[]
+  removedModels: string[]
+  remainingModels: string[]
+  remainingRemoveModels: string[]
+}
+
+type UpstreamUpdateResponse<T> = {
+  success: boolean
+  message?: string
+  data?: T
 }
 
 export function useChannelUpstreamUpdates(refresh: () => Promise<void>) {
   const { t } = useTranslation()
 
   const [showModal, setShowModal] = useState(false)
-  const [channel, setChannel] = useState<{
-    id: number
-    [key: string]: unknown
-  } | null>(null)
+  const [channel, setChannel] = useState<UpstreamUpdateChannel | null>(null)
   const [addModels, setAddModels] = useState<string[]>([])
   const [removeModels, setRemoveModels] = useState<string[]>([])
   const [preferredTab, setPreferredTab] = useState<'add' | 'remove'>('add')
   const [applyLoading, setApplyLoading] = useState(false)
+  const [detectLoading, setDetectLoading] = useState(false)
+  const [detectError, setDetectError] = useState<string | null>(null)
+  const [applyError, setApplyError] = useState<string | null>(null)
+  const [result, setResult] = useState<UpstreamUpdateResult | null>(null)
+  const [previewVersion, setPreviewVersion] = useState(0)
   const [detectAllLoading, setDetectAllLoading] = useState(false)
   const [applyAllLoading, setApplyAllLoading] = useState(false)
 
   const applyRef = useRef(false)
-  const detectRef = useRef(false)
+  const previewRequestRef = useRef(0)
   const detectAllRef = useRef(false)
   const applyAllRef = useRef(false)
 
   const openModal = useCallback(
     (
-      record: { id: number; [key: string]: unknown } | null,
+      record: UpstreamUpdateChannel | null,
       pendingAdd: string[] = [],
       pendingRemove: string[] = [],
       tab: 'add' | 'remove' = 'add'
     ) => {
+      if (applyRef.current) return
       const normAdd = normalizeModelList(pendingAdd)
       const normRemove = normalizeModelList(pendingRemove)
-      if (!record?.id || (normAdd.length === 0 && normRemove.length === 0)) {
-        toast.info(t('No processable upstream model updates for this channel'))
-        return
-      }
+      if (!record?.id) return
+      previewRequestRef.current += 1
+      setPreviewVersion((version) => version + 1)
+      setDetectLoading(false)
+      setDetectError(null)
+      setApplyError(null)
+      setResult(null)
       setChannel(record)
       setAddModels(normAdd)
       setRemoveModels(normRemove)
       setPreferredTab(tab)
       setShowModal(true)
     },
-    [t]
+    []
   )
 
   const closeModal = useCallback(() => {
+    if (applyRef.current) return
+    previewRequestRef.current += 1
+    setDetectLoading(false)
+    setDetectError(null)
+    setApplyError(null)
+    setResult(null)
     setShowModal(false)
     setChannel(null)
     setAddModels([])
@@ -105,55 +119,76 @@ export function useChannelUpstreamUpdates(refresh: () => Promise<void>) {
       addModels?: string[]
       removeModels?: string[]
     } = {}) => {
-      if (applyRef.current) return
-      if (!channel?.id) {
-        closeModal()
+      if (
+        applyRef.current ||
+        detectLoading ||
+        detectError ||
+        applyError ||
+        result ||
+        !channel?.id
+      ) {
         return
       }
+      const normSelectedAdd = normalizeModelList(selectedAdd).filter((model) =>
+        addModels.includes(model)
+      )
+      const normSelectedRemove = normalizeModelList(selectedRemove).filter(
+        (model) => removeModels.includes(model)
+      )
+      if (!normSelectedAdd.length && !normSelectedRemove.length) return
       applyRef.current = true
       setApplyLoading(true)
       try {
-        const normSelectedAdd = normalizeModelList(selectedAdd)
-        const selectedAddSet = new Set(normSelectedAdd)
-        const ignoreModels = addModels.filter((m) => !selectedAddSet.has(m))
-
-        const res = await api.post(
+        const res = await api.post<
+          UpstreamUpdateResponse<{
+            added_models: string[] | null
+            removed_models: string[] | null
+            remaining_models: string[] | null
+            remaining_remove_models: string[] | null
+          }>
+        >(
           '/api/channel/upstream_updates/apply',
           {
             id: channel.id,
             add_models: normSelectedAdd,
-            ignore_models: ignoreModels,
-            remove_models: normalizeModelList(selectedRemove),
+            ignore_models: [],
+            remove_models: normSelectedRemove,
           },
           upstreamUpdateRequestConfig
         )
-        const { success, data } = res.data || {}
-        if (!success) {
-          handleServerError(res.data, t('Operation failed'))
-          return
+        if (!res.data?.success || !res.data.data) {
+          throw createServerError(res.data, t('Operation failed'))
         }
-
-        toast.success(
-          t(
-            'Upstream model updates applied: {{added}} added, {{removed}} removed, {{ignored}} ignored this time, {{totalIgnored}} total ignored models',
-            {
-              added: data?.added_models?.length || 0,
-              removed: data?.removed_models?.length || 0,
-              ignored: normalizeModelList(ignoreModels).length,
-              totalIgnored: getManualIgnoredModelCount(data?.settings),
-            }
-          )
-        )
-        closeModal()
-        await refresh()
-      } catch (e: unknown) {
-        handleServerError(e, t('Operation failed'))
+        const data = res.data.data
+        setResult({
+          addedModels: normalizeModelList(data.added_models ?? []),
+          removedModels: normalizeModelList(data.removed_models ?? []),
+          remainingModels: normalizeModelList(data.remaining_models ?? []),
+          remainingRemoveModels: normalizeModelList(
+            data.remaining_remove_models ?? []
+          ),
+        })
+      } catch (error: unknown) {
+        setApplyError(getServerErrorMessage(error, t('Operation failed')))
+        handleServerError(error, t('Operation failed'))
       } finally {
         applyRef.current = false
         setApplyLoading(false)
       }
+      // A list refresh failure must not turn a successful update into a failed one.
+      void refresh().catch((error: unknown) => handleServerError(error))
     },
-    [channel, addModels, closeModal, refresh, t]
+    [
+      channel,
+      addModels,
+      removeModels,
+      detectLoading,
+      detectError,
+      applyError,
+      result,
+      refresh,
+      t,
+    ]
   )
 
   const applyAllUpdates = useCallback(async () => {
@@ -193,35 +228,46 @@ export function useChannelUpstreamUpdates(refresh: () => Promise<void>) {
   }, [refresh, t])
 
   const detectChannelUpdates = useCallback(
-    async (ch: { id: number; [key: string]: unknown } | null) => {
-      if (detectRef.current || !ch?.id) return
-      detectRef.current = true
+    async (ch: UpstreamUpdateChannel | null) => {
+      if (applyRef.current || !ch?.id) return
+      const requestId = ++previewRequestRef.current
+      setChannel(ch)
+      setShowModal(true)
+      setDetectLoading(true)
+      setDetectError(null)
+      setApplyError(null)
+      setResult(null)
+      setAddModels([])
+      setRemoveModels([])
       try {
-        const res = await api.post(
+        const res = await api.post<
+          UpstreamUpdateResponse<{
+            add_models: string[] | null
+            remove_models: string[] | null
+          }>
+        >(
           '/api/channel/upstream_updates/detect',
           { id: ch.id },
           upstreamUpdateRequestConfig
         )
-        const { success, data } = res.data || {}
-        if (!success) {
-          handleServerError(res.data, t('Detection failed'))
-          return
+        if (requestId !== previewRequestRef.current) return
+        if (!res.data?.success || !res.data.data) {
+          throw createServerError(res.data, t('Detection failed'))
         }
-
-        toast.success(
-          t('Detection complete: {{add}} to add, {{remove}} to remove', {
-            add: data?.add_models?.length || 0,
-            remove: data?.remove_models?.length || 0,
-          })
-        )
-        await refresh()
-      } catch (e: unknown) {
-        handleServerError(e, t('Detection failed'))
+        const added = normalizeModelList(res.data.data.add_models ?? [])
+        setAddModels(added)
+        setRemoveModels(normalizeModelList(res.data.data.remove_models ?? []))
+        setPreferredTab(added.length ? 'add' : 'remove')
+        setPreviewVersion((version) => version + 1)
+      } catch (error: unknown) {
+        if (requestId !== previewRequestRef.current) return
+        setDetectError(getServerErrorMessage(error, t('Detection failed')))
+        handleServerError(error, t('Detection failed'))
       } finally {
-        detectRef.current = false
+        if (requestId === previewRequestRef.current) setDetectLoading(false)
       }
     },
-    [refresh, t]
+    [t]
   )
 
   const detectAllUpdates = useCallback(async () => {
@@ -265,6 +311,11 @@ export function useChannelUpstreamUpdates(refresh: () => Promise<void>) {
       removeModels,
       preferredTab,
       applyLoading,
+      detectLoading,
+      detectError,
+      applyError,
+      result,
+      previewVersion,
       detectAllLoading,
       applyAllLoading,
       openModal,
@@ -281,6 +332,11 @@ export function useChannelUpstreamUpdates(refresh: () => Promise<void>) {
       removeModels,
       preferredTab,
       applyLoading,
+      detectLoading,
+      detectError,
+      applyError,
+      result,
+      previewVersion,
       detectAllLoading,
       applyAllLoading,
       openModal,
@@ -292,3 +348,7 @@ export function useChannelUpstreamUpdates(refresh: () => Promise<void>) {
     ]
   )
 }
+
+export type ChannelUpstreamUpdateState = ReturnType<
+  typeof useChannelUpstreamUpdates
+>
diff --git a/web/src/features/channels/lib/__tests__/aws-channel.test.ts b/web/src/features/channels/lib/__tests__/aws-channel.test.ts
new file mode 100644
index 0000000..fbcf984
--- /dev/null
+++ b/web/src/features/channels/lib/__tests__/aws-channel.test.ts
@@ -0,0 +1,78 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { expect, test } from 'vitest'
+
+import { channelSchema } from '../../types'
+import {
+  CHANNEL_FORM_DEFAULT_VALUES,
+  channelFormSchema,
+  transformChannelToFormDefaults,
+  transformFormDataToCreatePayload,
+} from '../channel-form'
+
+test.each(['invoke_model', 'mantle'] as const)(
+  'AWS creation round-trips the %s interface without losing other settings',
+  (apiType) => {
+    const form = channelFormSchema.parse({
+      ...CHANNEL_FORM_DEFAULT_VALUES,
+      name: 'AWS',
+      type: 33,
+      key: 'key|us-east-1',
+      models: 'claude-opus-4-7',
+      aws_api_type: apiType,
+      aws_key_type: 'api_key',
+      settings: '{"custom_option":true}',
+    })
+    const payload = transformFormDataToCreatePayload(form).channel
+    expect(JSON.parse(payload.settings ?? '{}')).toMatchObject({
+      aws_api_type: apiType,
+      aws_key_type: 'api_key',
+      custom_option: true,
+    })
+    const channel = channelSchema.parse({
+      ...payload,
+      other: '',
+      remark: '',
+      id: 7,
+      status: 1,
+      created_time: 1,
+      test_time: 0,
+      response_time: 0,
+      balance_updated_time: 0,
+    })
+    expect(transformChannelToFormDefaults(channel).aws_api_type).toBe(apiType)
+  }
+)
+
+test('changing an AWS channel to another provider removes the AWS interface setting', () => {
+  const form = channelFormSchema.parse({
+    ...CHANNEL_FORM_DEFAULT_VALUES,
+    name: 'Claude',
+    type: 14,
+    key: 'test-key',
+    models: 'claude-opus-4-7',
+    aws_api_type: 'mantle',
+    settings: '{"aws_api_type":"mantle","aws_key_type":"api_key"}',
+  })
+  const settings = JSON.parse(
+    transformFormDataToCreatePayload(form).channel.settings ?? '{}'
+  )
+  expect(settings).not.toHaveProperty('aws_api_type')
+  expect(settings).not.toHaveProperty('aws_key_type')
+})
diff --git a/web/src/features/channels/lib/__tests__/new-api-channel.test.ts b/web/src/features/channels/lib/__tests__/new-api-channel.test.ts
index fa61a00..873d59a 100644
--- a/web/src/features/channels/lib/__tests__/new-api-channel.test.ts
+++ b/web/src/features/channels/lib/__tests__/new-api-channel.test.ts
@@ -18,6 +18,7 @@ For commercial licensing, please contact support@quantumnous.com
 */
 import { describe, expect, test } from 'vitest'
 
+import type { TaskPluginOption } from '../../api'
 import {
   CHANNEL_TYPE_NEW_API,
   CHANNEL_TYPE_VLLM,
@@ -25,11 +26,19 @@ import {
   CHANNEL_TYPE_OPTIONS,
   MODEL_FETCHABLE_TYPES,
 } from '../../constants'
+import { channelSchema } from '../../types'
 import {
   CHANNEL_FORM_DEFAULT_VALUES,
   channelFormSchema,
+  transformChannelToFormDefaults,
   transformFormDataToCreatePayload,
+  transformFormDataToUpdatePayload,
 } from '../channel-form'
+import {
+  getChannelPluginExtensions,
+  readTaskExtendPluginKeys,
+  supportsNewAPIUpstream,
+} from '../channel-plugin-extensions'
 import { getChannelTypeConfig } from '../channel-type-config'
 import { getChannelTypeIcon, getKeyPromptForType } from '../channel-utils'
 
@@ -45,6 +54,36 @@ function newAPIForm(baseUrl: string) {
 }
 
 describe('New API channel', () => {
+  test('preserves cache-read compatibility when editing ordinary channel fields', () => {
+    const channel = channelSchema.parse({
+      id: 22,
+      name: 'Gateway',
+      type: CHANNEL_TYPE_NEW_API,
+      key: '',
+      status: 1,
+      created_time: 1,
+      test_time: 0,
+      response_time: 0,
+      balance_updated_time: 0,
+      models: 'deepseek-v4.1-flash',
+      group: 'default',
+      settings: JSON.stringify({
+        claude_input_includes_cache_read_models: ['deepseek-v4.1-flash'],
+        allow_speed: true,
+      }),
+    })
+    const form = transformChannelToFormDefaults(channel)
+    const payload = transformFormDataToUpdatePayload(
+      { ...form, name: 'Renamed gateway' },
+      channel.id
+    )
+    expect(payload.name).toBe('Renamed gateway')
+    expect(JSON.parse(payload.settings ?? '{}')).toMatchObject({
+      claude_input_includes_cache_read_models: ['deepseek-v4.1-flash'],
+      allow_speed: true,
+    })
+  })
+
   test('registers selection, ordering, model discovery, and icon metadata', () => {
     const option = CHANNEL_TYPE_OPTIONS.find(
       (item) => item.value === CHANNEL_TYPE_NEW_API
@@ -145,3 +184,108 @@ describe.each([
     })
   })
 })
+
+describe('New API channel task plugin extensions', () => {
+  const plugins: TaskPluginOption[] = [
+    {
+      key: 'doubao',
+      name: 'Doubao',
+      models: ['seedance'],
+      channelTypes: [45],
+      upstreams: ['vendor', 'new_api'],
+    },
+    {
+      key: 'kling',
+      name: 'Kling',
+      models: ['kling-v2'],
+      upstreams: ['new_api'],
+    },
+    {
+      key: 'acme',
+      name: 'Acme',
+      models: ['acme-video'],
+      upstreams: ['vendor'],
+    },
+  ]
+
+  test('only plugins declaring a New API upstream can be bound to a New API channel', () => {
+    expect(plugins.filter(supportsNewAPIUpstream).map((p) => p.key)).toEqual([
+      'doubao',
+      'kling',
+    ])
+    expect(supportsNewAPIUpstream({ upstreams: null })).toBe(false)
+    expect(supportsNewAPIUpstream({})).toBe(false)
+  })
+
+  test('reads the extension list together with a single key on New API channels only', () => {
+    expect(
+      readTaskExtendPluginKeys(CHANNEL_TYPE_NEW_API, {
+        task_plugin_key: 'kling',
+        task_extend_plugin_keys: ['doubao', 'kling', '', 'doubao'],
+      })
+    ).toEqual(['kling', 'doubao'])
+    expect(readTaskExtendPluginKeys(CHANNEL_TYPE_NEW_API, {})).toEqual([])
+    expect(
+      readTaskExtendPluginKeys(1, { task_extend_plugin_keys: ['doubao'] })
+    ).toEqual([])
+  })
+
+  test('lists only bound plugins as extensions while other types keep declared channel types', () => {
+    expect(
+      getChannelPluginExtensions(CHANNEL_TYPE_NEW_API, plugins, ['kling'])
+    ).toEqual([plugins[1]])
+    expect(getChannelPluginExtensions(CHANNEL_TYPE_NEW_API, plugins)).toEqual(
+      []
+    )
+    expect(getChannelPluginExtensions(45, plugins, ['kling'])).toEqual([
+      plugins[0],
+    ])
+  })
+
+  test('round-trips bound plugins through the channel setting for New API channels only', () => {
+    const channel = channelSchema.parse({
+      id: 7,
+      name: 'Gateway',
+      type: CHANNEL_TYPE_NEW_API,
+      key: '',
+      status: 1,
+      created_time: 1,
+      test_time: 0,
+      response_time: 0,
+      balance_updated_time: 0,
+      models: 'seedance',
+      group: 'default',
+      base_url: 'https://gateway.example',
+      setting: JSON.stringify({
+        task_plugin_key: 'kling',
+        task_extend_plugin_keys: ['doubao'],
+      }),
+    })
+    expect(
+      transformChannelToFormDefaults(channel).task_extend_plugin_keys
+    ).toEqual(['kling', 'doubao'])
+
+    const gateway = transformFormDataToCreatePayload(
+      channelFormSchema.parse({
+        ...newAPIForm('https://gateway.example'),
+        task_extend_plugin_keys: ['doubao', 'kling'],
+      })
+    )
+    const gatewaySetting = JSON.parse(gateway.channel.setting ?? '{}')
+    expect(gatewaySetting).toMatchObject({
+      task_extend_plugin_keys: ['doubao', 'kling'],
+    })
+    expect(gatewaySetting).not.toHaveProperty('task_plugin_key')
+
+    const openai = transformFormDataToCreatePayload(
+      channelFormSchema.parse({
+        ...newAPIForm('https://gateway.example'),
+        type: 1,
+        task_extend_plugin_keys: ['doubao'],
+      })
+    )
+    expect(JSON.parse(openai.channel.setting ?? '{}')).not.toHaveProperty(
+      'task_extend_plugin_keys'
+    )
+  })
+})
diff --git a/web/src/features/channels/lib/__tests__/priority-preview.test.ts b/web/src/features/channels/lib/__tests__/priority-preview.test.ts
new file mode 100644
index 0000000..791dae6
--- /dev/null
+++ b/web/src/features/channels/lib/__tests__/priority-preview.test.ts
@@ -0,0 +1,94 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { expect, test } from 'vitest'
+
+import type { Channel } from '../../types'
+import {
+  applyPriorityPreview,
+  previewPriorityDrop,
+} from '../channel-priority-order'
+
+const channels = [
+  { id: 4, priority: 100 },
+  { id: 3, priority: 80 },
+  { id: 2, priority: 80 },
+  { id: 1, priority: 0 },
+] as Channel[]
+
+test('before and after target the entire equal-priority tier', () => {
+  expect(
+    previewPriorityDrop(
+      channels,
+      { id: 1, target_id: 2, position: 'before' },
+      true
+    ).map((c) => c.id)
+  ).toEqual([4, 1, 3, 2])
+  expect(
+    previewPriorityDrop(
+      channels,
+      { id: 4, target_id: 3, position: 'after' },
+      true
+    ).map((c) => c.id)
+  ).toEqual([3, 2, 4, 1])
+  expect(channels.map((c) => c.id)).toEqual([4, 3, 2, 1])
+})
+
+test('ascending view reverses tier boundaries but preserves the ID tie break', () => {
+  const ascending = [...channels].sort(
+    (a, b) => (a.priority ?? 0) - (b.priority ?? 0) || b.id - a.id
+  )
+  expect(
+    previewPriorityDrop(
+      ascending,
+      { id: 4, target_id: 3, position: 'after' },
+      false
+    ).map((c) => c.id)
+  ).toEqual([1, 4, 3, 2])
+  expect(
+    previewPriorityDrop(
+      channels,
+      { id: 4, target_id: 3, position: 'same' },
+      true
+    ).map((c) => c.id)
+  ).toEqual([4, 3, 2, 1])
+})
+
+test('server preview applies visible changes and keeps deterministic null-zero ordering', () => {
+  const preview = applyPriorityPreview(
+    channels,
+    {
+      revision: 'next',
+      changes: [],
+      items: [
+        { id: 4, priority: null },
+        { id: 3, priority: 80 },
+        { id: 2, priority: 80 },
+        { id: 1, priority: 90 },
+      ],
+    },
+    true
+  )
+  expect(preview.map((c) => [c.id, c.priority])).toEqual([
+    [1, 90],
+    [3, 80],
+    [2, 80],
+    [4, 0],
+  ])
+  expect(channels[0].priority).toBe(100)
+})
diff --git a/web/src/features/channels/lib/__tests__/vertex-channel.test.ts b/web/src/features/channels/lib/__tests__/vertex-channel.test.ts
new file mode 100644
index 0000000..d8d9b94
--- /dev/null
+++ b/web/src/features/channels/lib/__tests__/vertex-channel.test.ts
@@ -0,0 +1,114 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { describe, expect, test } from 'vitest'
+
+import { channelSchema } from '../../types'
+import {
+  CHANNEL_FORM_DEFAULT_VALUES,
+  channelFormSchema,
+  transformChannelToFormDefaults,
+  transformFormDataToCreatePayload,
+  type ChannelFormValues,
+} from '../channel-form'
+
+const CHANNEL_TYPE_VERTEX_AI = 41
+
+function vertexAPIKeyForm(
+  overrides: Partial<ChannelFormValues> = {}
+): ChannelFormValues {
+  return {
+    ...CHANNEL_FORM_DEFAULT_VALUES,
+    name: 'Vertex AI',
+    type: CHANNEL_TYPE_VERTEX_AI,
+    key: 'test-key',
+    models: 'gemini-4-argon',
+    other: '{"default":"global"}',
+    vertex_key_type: 'api_key',
+    ...overrides,
+  }
+}
+
+function savedSettings(form: ChannelFormValues): Record<string, unknown> {
+  const payload = transformFormDataToCreatePayload(
+    channelFormSchema.parse(form)
+  )
+  return JSON.parse(payload.channel.settings ?? '{}')
+}
+
+describe('Vertex AI API Key project ID', () => {
+  test('saves the trimmed project ID in API Key mode', () => {
+    const settings = savedSettings(
+      vertexAPIKeyForm({ vertex_project_id: ' my-project ' })
+    )
+
+    expect(settings).toMatchObject({
+      vertex_key_type: 'api_key',
+      vertex_project_id: 'my-project',
+    })
+  })
+
+  test('accepts API Key mode without a project ID and saves none', () => {
+    const form = vertexAPIKeyForm({ vertex_project_id: '  ' })
+
+    expect(channelFormSchema.safeParse(form).success).toBe(true)
+    expect(savedSettings(form)).not.toHaveProperty('vertex_project_id')
+  })
+
+  test('drops a saved project ID after switching to JSON keys', () => {
+    const settings = savedSettings(
+      vertexAPIKeyForm({
+        vertex_key_type: 'json',
+        key: '{"project_id":"json-project"}',
+        vertex_project_id: 'my-project',
+        settings: JSON.stringify({
+          vertex_key_type: 'api_key',
+          vertex_project_id: 'my-project',
+        }),
+      })
+    )
+
+    expect(settings).toMatchObject({ vertex_key_type: 'json' })
+    expect(settings).not.toHaveProperty('vertex_project_id')
+  })
+
+  test('loads the saved project ID when editing a channel', () => {
+    const channel = channelSchema.parse({
+      id: 7,
+      name: 'Vertex AI',
+      type: CHANNEL_TYPE_VERTEX_AI,
+      key: '',
+      status: 1,
+      created_time: 1,
+      test_time: 0,
+      response_time: 0,
+      balance_updated_time: 0,
+      models: 'gemini-4-argon',
+      group: 'default',
+      other: '{"default":"global"}',
+      settings: JSON.stringify({
+        vertex_key_type: 'api_key',
+        vertex_project_id: 'my-project',
+      }),
+    })
+
+    expect(transformChannelToFormDefaults(channel).vertex_project_id).toBe(
+      'my-project'
+    )
+  })
+})
diff --git a/web/src/features/channels/lib/advanced-custom.ts b/web/src/features/channels/lib/advanced-custom.ts
index 022bcf2..cedec1c 100644
--- a/web/src/features/channels/lib/advanced-custom.ts
+++ b/web/src/features/channels/lib/advanced-custom.ts
@@ -46,6 +46,11 @@ export const ADVANCED_CUSTOM_CONVERTER_OPTIONS: Array<{
     label: 'Anthropic Messages to OpenAI Chat',
     triggerLabel: 'To OpenAI Chat',
   },
+  {
+    value: 'claude_messages_to_openai_responses',
+    label: 'Anthropic Messages to OpenAI Responses',
+    triggerLabel: 'To OpenAI Responses',
+  },
   {
     value: 'openai_chat_completions_to_anthropic_messages',
     label: 'OpenAI Chat to Anthropic Messages',
@@ -71,6 +76,11 @@ export const ADVANCED_CUSTOM_CONVERTER_OPTIONS: Array<{
     label: 'Gemini Generate Content to OpenAI Chat',
     triggerLabel: 'To OpenAI Chat',
   },
+  {
+    value: 'gemini_generate_content_to_openai_responses',
+    label: 'Gemini Generate Content to OpenAI Responses',
+    triggerLabel: 'To OpenAI Responses',
+  },
   {
     value: 'openai_chat_completions_to_gemini_generate_content',
     label: 'OpenAI Chat to Gemini Generate Content',
@@ -449,7 +459,11 @@ export function getAdvancedCustomConverterDefaults(
   ) {
     return { upstream_path: openAIChatPath, auth: bearerHeaderAuth() }
   }
-  if (converter === 'openai_chat_completions_to_openai_responses') {
+  if (
+    converter === 'openai_chat_completions_to_openai_responses' ||
+    converter === 'claude_messages_to_openai_responses' ||
+    converter === 'gemini_generate_content_to_openai_responses'
+  ) {
     return { upstream_path: openAIResponsesPath, auth: bearerHeaderAuth() }
   }
   if (converter === 'openai_chat_completions_to_anthropic_messages') {
@@ -924,7 +938,10 @@ function isConverterPathAllowed(
 ): boolean {
   if (converter === 'none') return true
   if (incomingPath === '/v1/alpha/search') return false
-  if (converter === 'anthropic_messages_to_openai_chat_completions') {
+  if (
+    converter === 'anthropic_messages_to_openai_chat_completions' ||
+    converter === 'claude_messages_to_openai_responses'
+  ) {
     return incomingPath === '/v1/messages'
   }
   if (
diff --git a/web/src/features/channels/lib/channel-actions.ts b/web/src/features/channels/lib/channel-actions.ts
index 5ee8943..266abc0 100644
--- a/web/src/features/channels/lib/channel-actions.ts
+++ b/web/src/features/channels/lib/channel-actions.ts
@@ -21,6 +21,7 @@ import i18next from 'i18next'
 import { toast } from 'sonner'
 
 import { handleServerError } from '@/lib/handle-server-error'
+import { getServerMessage } from '@/lib/server-error-message'
 
 import {
   copyChannel,
@@ -316,7 +317,8 @@ export async function handleTestChannel(
       }
       onTestComplete?.(true, responseTime)
     } else {
-      const errorMsg = response.message || i18next.t(ERROR_MESSAGES.TEST_FAILED)
+      const errorMsg =
+        getServerMessage(response) || i18next.t(ERROR_MESSAGES.TEST_FAILED)
       if (!options?.silent) {
         handleServerError(response, undefined, {
           title: i18next.t('{{target}} test failed', { target }),
@@ -328,9 +330,10 @@ export async function handleTestChannel(
       onTestComplete?.(false, responseTime, errorMsg, response.error_code)
     }
   } catch (_error: unknown) {
-    const err = _error as { response?: { data?: { message?: string } } }
+    const err = _error as { response?: { data?: unknown } }
     const errorMsg =
-      err?.response?.data?.message || i18next.t(ERROR_MESSAGES.TEST_FAILED)
+      getServerMessage(err?.response?.data) ||
+      i18next.t(ERROR_MESSAGES.TEST_FAILED)
     const target = getChannelTestLabel(options)
     if (!options?.silent) {
       handleServerError(_error, undefined, {
diff --git a/web/src/features/channels/lib/channel-configuration.ts b/web/src/features/channels/lib/channel-configuration.ts
index 2048229..c7553a9 100644
--- a/web/src/features/channels/lib/channel-configuration.ts
+++ b/web/src/features/channels/lib/channel-configuration.ts
@@ -85,6 +85,7 @@ const CONFIGURATION_BLOCKS = {
       'proxy',
       'http_protocol',
       'http2_connection_shards',
+      'tls_insecure_skip_verify',
       'disable_task_polling_sleep',
     ],
   },
@@ -176,6 +177,7 @@ export function getChannelConfigurationState(
       values.proxy?.trim() ||
       (values.http_protocol && values.http_protocol !== 'auto') ||
       (values.http2_connection_shards ?? 1) > 1 ||
+      values.tls_insecure_skip_verify ||
       values.disable_task_polling_sleep
     ),
     upstreamModelDetection:
diff --git a/web/src/features/channels/lib/channel-form-errors.ts b/web/src/features/channels/lib/channel-form-errors.ts
index 704354a..7f82eca 100644
--- a/web/src/features/channels/lib/channel-form-errors.ts
+++ b/web/src/features/channels/lib/channel-form-errors.ts
@@ -42,6 +42,7 @@ const ADVANCED_SETTINGS_FIELDS = new Set<FieldPath<ChannelFormValues>>([
   'proxy',
   'http_protocol',
   'http2_connection_shards',
+  'tls_insecure_skip_verify',
   'system_prompt',
   'system_prompt_override',
   'allow_service_tier',
diff --git a/web/src/features/channels/lib/channel-form.ts b/web/src/features/channels/lib/channel-form.ts
index af42804..1f575ba 100644
--- a/web/src/features/channels/lib/channel-form.ts
+++ b/web/src/features/channels/lib/channel-form.ts
@@ -40,6 +40,8 @@ import {
   stringifyAdvancedCustomConfig,
   validateAdvancedCustomConfig,
 } from './advanced-custom'
+import { readTaskExtendPluginKeys } from './channel-plugin-extensions'
+import { supportsResponsesWebSocket } from './responses-websocket'
 
 // ============================================================================
 // Form Validation Schema
@@ -206,6 +208,7 @@ export const channelFormSchema = z
     type: z.number().min(0, ERROR_MESSAGES.REQUIRED_TYPE),
     base_url: z.string().optional(),
     task_plugin_key: z.string().optional(),
+    task_extend_plugin_keys: z.array(z.string()).optional(),
     key: z.string(),
     openai_organization: z.string().optional(),
     models: z.string().min(1, ERROR_MESSAGES.REQUIRED_MODELS),
@@ -266,6 +269,7 @@ export const channelFormSchema = z
       .refine(isOptionalProxyURL, ERROR_MESSAGES.INVALID_PROXY),
     http_protocol: z.enum(['auto', 'http1']).optional(),
     http2_connection_shards: z.number().int().optional(),
+    tls_insecure_skip_verify: z.boolean().optional(),
     pass_through_body_enabled: z.boolean().optional(),
     responses_websocket_enabled: z.boolean().optional(),
     responses_astra_model_guard: z.boolean().optional(),
@@ -274,7 +278,9 @@ export const channelFormSchema = z
     // Type-specific settings (stored in settings JSON)
     is_enterprise_account: z.boolean().optional(), // OpenRouter specific
     vertex_key_type: z.enum(['json', 'api_key']).optional(), // Vertex AI specific
+    vertex_project_id: z.string().optional(), // Vertex AI specific (api_key mode only)
     aws_key_type: z.enum(['ak_sk', 'api_key']).optional(), // AWS specific
+    aws_api_type: z.enum(['invoke_model', 'mantle']).optional(),
     azure_responses_version: z.string().optional(), // Azure specific
     // Field passthrough controls (stored in settings JSON)
     allow_service_tier: z.boolean().optional(), // OpenAI/Anthropic
@@ -429,6 +435,7 @@ export const CHANNEL_FORM_DEFAULT_VALUES: ChannelFormValues = {
   type: 1,
   base_url: '',
   task_plugin_key: '',
+  task_extend_plugin_keys: [],
   key: '',
   openai_organization: '',
   models: '',
@@ -457,6 +464,7 @@ export const CHANNEL_FORM_DEFAULT_VALUES: ChannelFormValues = {
   proxy: '',
   http_protocol: HTTP_PROTOCOL_AUTO,
   http2_connection_shards: 1,
+  tls_insecure_skip_verify: false,
   pass_through_body_enabled: false,
   responses_astra_model_guard: true,
   responses_websocket_enabled: false,
@@ -465,7 +473,9 @@ export const CHANNEL_FORM_DEFAULT_VALUES: ChannelFormValues = {
   // Type-specific settings
   is_enterprise_account: false,
   vertex_key_type: 'json',
+  vertex_project_id: '',
   aws_key_type: 'ak_sk',
+  aws_api_type: 'invoke_model',
   azure_responses_version: '',
   // Field passthrough controls
   allow_service_tier: false,
@@ -497,11 +507,13 @@ export function transformChannelToFormDefaults(
   let extraSettings = {
     responses_astra_model_guard: true,
     task_plugin_key: '',
+    task_extend_plugin_keys: [] as string[],
     force_format: false,
     thinking_to_content: false,
     proxy: '',
     http_protocol: HTTP_PROTOCOL_AUTO as 'auto' | 'http1',
     http2_connection_shards: 1,
+    tls_insecure_skip_verify: false,
     pass_through_body_enabled: false,
     responses_websocket_enabled: false,
     system_prompt: '',
@@ -519,11 +531,13 @@ export function transformChannelToFormDefaults(
         responses_astra_model_guard:
           parsed.responses_astra_model_guard !== false,
         task_plugin_key: parsed.task_plugin_key || '',
+        task_extend_plugin_keys: readTaskExtendPluginKeys(channel.type, parsed),
         force_format: parsed.force_format || false,
         thinking_to_content: parsed.thinking_to_content || false,
         proxy: parsed.proxy || '',
         http_protocol: protocol,
         http2_connection_shards: protocol === HTTP_PROTOCOL_HTTP1 ? 1 : shards,
+        tls_insecure_skip_verify: parsed.tls_insecure_skip_verify === true,
         pass_through_body_enabled: parsed.pass_through_body_enabled || false,
         responses_websocket_enabled:
           parsed.responses_websocket_enabled === true,
@@ -538,9 +552,11 @@ export function transformChannelToFormDefaults(
 
   // Parse type-specific settings from settings field
   let vertexKeyType: 'json' | 'api_key' = 'json'
+  let vertexProjectId = ''
   let azureResponsesVersion = ''
   let isEnterpriseAccount = false
   let awsKeyType: 'ak_sk' | 'api_key' = 'ak_sk'
+  let awsApiType: 'invoke_model' | 'mantle' = 'invoke_model'
   let allowServiceTier = false
   let disableStore = false
   let allowSafetyIdentifier = false
@@ -559,9 +575,11 @@ export function transformChannelToFormDefaults(
     try {
       const parsed = JSON.parse(channel.settings)
       vertexKeyType = parsed.vertex_key_type || 'json'
+      vertexProjectId = parsed.vertex_project_id || ''
       azureResponsesVersion = parsed.azure_responses_version || ''
       isEnterpriseAccount = parsed.openrouter_enterprise === true
       awsKeyType = parsed.aws_key_type || 'ak_sk'
+      awsApiType = parsed.aws_api_type || 'invoke_model'
       allowServiceTier = parsed.allow_service_tier === true
       disableStore = parsed.disable_store === true
       allowSafetyIdentifier = parsed.allow_safety_identifier === true
@@ -620,8 +638,10 @@ export function transformChannelToFormDefaults(
     // Type-specific settings
     is_enterprise_account: isEnterpriseAccount,
     vertex_key_type: vertexKeyType,
+    vertex_project_id: vertexProjectId,
     azure_responses_version: azureResponsesVersion,
     aws_key_type: awsKeyType,
+    aws_api_type: awsApiType,
     allow_service_tier: allowServiceTier,
     disable_store: disableStore,
     allow_include_obfuscation: allowIncludeObfuscation,
@@ -648,6 +668,11 @@ export function buildSettingJSON(formData: ChannelFormValues): string {
       formData.type === CHANNEL_TYPE_TASK_PLUGIN
         ? formData.task_plugin_key?.trim() || ''
         : undefined,
+    task_extend_plugin_keys:
+      formData.type === CHANNEL_TYPE_NEW_API &&
+      formData.task_extend_plugin_keys?.length
+        ? formData.task_extend_plugin_keys
+        : undefined,
     force_format: formData.force_format || false,
     thinking_to_content: formData.thinking_to_content || false,
     proxy: formData.proxy?.trim() || '',
@@ -655,7 +680,7 @@ export function buildSettingJSON(formData: ChannelFormValues): string {
       formData.type !== CHANNEL_TYPE_ADVANCED_CUSTOM &&
       formData.pass_through_body_enabled === true,
     responses_websocket_enabled:
-      (formData.type === 1 || formData.type === 57) &&
+      supportsResponsesWebSocket(formData.type) &&
       formData.responses_websocket_enabled === true,
     system_prompt: formData.system_prompt || '',
     system_prompt_override: formData.system_prompt_override || false,
@@ -673,6 +698,9 @@ export function buildSettingJSON(formData: ChannelFormValues): string {
   } else if (shards > 1) {
     settingObj.http2_connection_shards = shards
   }
+  if (formData.tls_insecure_skip_verify === true) {
+    settingObj.tls_insecure_skip_verify = true
+  }
 
   return JSON.stringify(settingObj)
 }
@@ -696,8 +724,15 @@ function buildSettingsJSON(formData: ChannelFormValues): string {
   // Add vertex_key_type for Vertex AI channels (type 41)
   if (formData.type === 41) {
     settingsObj.vertex_key_type = formData.vertex_key_type || 'json'
-  } else if ('vertex_key_type' in settingsObj) {
+    const vertexProjectId = formData.vertex_project_id?.trim()
+    if (settingsObj.vertex_key_type === 'api_key' && vertexProjectId) {
+      settingsObj.vertex_project_id = vertexProjectId
+    } else {
+      delete settingsObj.vertex_project_id
+    }
+  } else {
     delete settingsObj.vertex_key_type
+    delete settingsObj.vertex_project_id
   }
 
   // Add azure_responses_version for Azure channels (type 3)
@@ -714,11 +749,13 @@ function buildSettingsJSON(formData: ChannelFormValues): string {
     delete settingsObj.openrouter_enterprise
   }
 
-  // Add aws_key_type for AWS channels (type 33)
+  // AWS interface selection is opt-in; existing channels retain InvokeModel.
   if (formData.type === 33) {
     settingsObj.aws_key_type = formData.aws_key_type || 'ak_sk'
-  } else if ('aws_key_type' in settingsObj) {
+    settingsObj.aws_api_type = formData.aws_api_type || 'invoke_model'
+  } else {
     delete settingsObj.aws_key_type
+    delete settingsObj.aws_api_type
   }
 
   // Field passthrough controls:
diff --git a/web/src/features/channels/lib/channel-plugin-extensions.ts b/web/src/features/channels/lib/channel-plugin-extensions.ts
index bf180e7..7c0741d 100644
--- a/web/src/features/channels/lib/channel-plugin-extensions.ts
+++ b/web/src/features/channels/lib/channel-plugin-extensions.ts
@@ -17,7 +17,12 @@ along with this program. If not, see <https://www.gnu.org/licenses/>.
 For commercial licensing, please contact support@quantumnous.com
 */
 import type { TaskPluginOption } from '../api'
-import { CHANNEL_TYPE_OPTIONS, CHANNEL_TYPE_TASK_PLUGIN } from '../constants'
+import {
+  CHANNEL_TYPE_NEW_API,
+  CHANNEL_TYPE_OPTIONS,
+  CHANNEL_TYPE_TASK_PLUGIN,
+} from '../constants'
+import type { ChannelSettings } from '../types'
 
 // These task-only legacy types are replaced by plugins, not extended by them.
 export const LEGACY_TASK_PLUGIN_KEYS: Readonly<
@@ -39,10 +44,46 @@ export function supportsChannelPluginExtensions(channelType: number): boolean {
   )
 }
 
+// A New API channel proxies an upstream gateway that may host many plugins,
+// so the administrator lists the plugins the channel is extended with. The
+// single task_plugin_key stays valid there and is shown together with the list.
+export function readTaskExtendPluginKeys(
+  channelType: number,
+  setting:
+    | Pick<ChannelSettings, 'task_plugin_key' | 'task_extend_plugin_keys'>
+    | null
+    | undefined
+): string[] {
+  if (channelType !== CHANNEL_TYPE_NEW_API || !setting) return []
+  const keys = Array.isArray(setting.task_extend_plugin_keys)
+    ? setting.task_extend_plugin_keys.filter(
+        (key): key is string => typeof key === 'string' && key.trim() !== ''
+      )
+    : []
+  const single =
+    typeof setting.task_plugin_key === 'string'
+      ? setting.task_plugin_key.trim()
+      : ''
+  return [...new Set(single ? [single, ...keys] : keys)]
+}
+
+// A New API channel proxies another gateway, which serves a plugin's wire
+// format only on the plugin's own native routes. Only drivers that declare
+// they address such a gateway can be bound there; the server rejects the rest.
+export function supportsNewAPIUpstream(
+  plugin: Pick<TaskPluginOption, 'upstreams'>
+): boolean {
+  return plugin.upstreams?.includes('new_api') ?? false
+}
+
 export function getChannelPluginExtensions(
   channelType: number,
-  plugins: TaskPluginOption[]
+  plugins: TaskPluginOption[],
+  extendPluginKeys: readonly string[] = []
 ): TaskPluginOption[] {
   if (!supportsChannelPluginExtensions(channelType)) return []
+  if (channelType === CHANNEL_TYPE_NEW_API) {
+    return plugins.filter((plugin) => extendPluginKeys.includes(plugin.key))
+  }
   return plugins.filter((plugin) => plugin.channelTypes?.includes(channelType))
 }
diff --git a/web/src/features/channels/lib/channel-priority-order.ts b/web/src/features/channels/lib/channel-priority-order.ts
new file mode 100644
index 0000000..3c7c4c9
--- /dev/null
+++ b/web/src/features/channels/lib/channel-priority-order.ts
@@ -0,0 +1,86 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import type { Channel } from '../types'
+
+export type PriorityPosition = 'before' | 'after' | 'same'
+export type PriorityDrop = {
+  id: number
+  target_id: number
+  position: PriorityPosition
+}
+export type PriorityChange = {
+  id: number
+  previous: number | null
+  priority: number | null
+}
+export type PriorityOrder = {
+  revision: string
+  items: { id: number; priority: number | null }[]
+  changes: PriorityChange[]
+}
+export type PriorityMove = Partial<PriorityDrop> & {
+  revision: string
+  preview?: boolean
+  restore?: PriorityChange[]
+}
+
+/** Positions are canonical (descending priority), independent of the view. */
+export function previewPriorityDrop(
+  channels: Channel[],
+  drop: PriorityDrop,
+  desc: boolean
+): Channel[] {
+  const moving = channels.find((channel) => channel.id === drop.id)
+  const target = channels.find((channel) => channel.id === drop.target_id)
+  if (!moving || !target) return channels
+  const remaining = channels.filter((channel) => channel.id !== moving.id)
+  const tier = target.priority ?? 0
+  const indices = remaining.flatMap((channel, index) =>
+    (channel.priority ?? 0) === tier ? [index] : []
+  )
+  let index = indices[0]
+  if (drop.position === 'same') {
+    index =
+      indices.find((i) => remaining[i].id < moving.id) ??
+      (indices.at(-1) ?? 0) + 1
+  } else if ((drop.position === 'after') === desc) {
+    index = (indices.at(-1) ?? 0) + 1
+  }
+  remaining.splice(index, 0, moving)
+  return remaining
+}
+
+export function applyPriorityPreview(
+  channels: Channel[],
+  order: PriorityOrder,
+  desc: boolean
+): Channel[] {
+  const priorities = new Map(
+    order.items.map((item) => [item.id, item.priority])
+  )
+  return channels
+    .map((channel) => ({
+      ...channel,
+      priority: priorities.get(channel.id) ?? 0,
+    }))
+    .sort(
+      (a, b) =>
+        ((a.priority ?? 0) - (b.priority ?? 0)) * (desc ? -1 : 1) || b.id - a.id
+    )
+}
diff --git a/web/src/features/channels/lib/channel-utils.ts b/web/src/features/channels/lib/channel-utils.ts
index 6f9c18e..41b96fc 100644
--- a/web/src/features/channels/lib/channel-utils.ts
+++ b/web/src/features/channels/lib/channel-utils.ts
@@ -104,7 +104,7 @@ export function getChannelTypeIcon(type: number): string {
     52: 'Vidu', // Vidu
     36: 'Suno', // SunoAPI
     55: 'OpenAI', // Sora
-    54: 'Doubao', // DoubaoVideo
+    54: 'Doubao', // Doubao
     56: 'Replicate', // Replicate
 
     // Tools & Platforms
diff --git a/web/src/features/channels/types.ts b/web/src/features/channels/types.ts
index 7ce510e..b64bd7b 100644
--- a/web/src/features/channels/types.ts
+++ b/web/src/features/channels/types.ts
@@ -81,6 +81,7 @@ export type Channel = z.infer<typeof channelSchema>
 
 export interface ChannelSettings {
   task_plugin_key?: string
+  task_extend_plugin_keys?: string[]
   force_format?: boolean
   thinking_to_content?: boolean
   proxy?: string
@@ -91,13 +92,16 @@ export interface ChannelSettings {
   system_prompt_override?: boolean
   http_protocol?: 'auto' | 'http1' | string
   http2_connection_shards?: number
+  tls_insecure_skip_verify?: boolean
 }
 
 export interface ChannelOtherSettings {
   azure_responses_version?: string
   vertex_key_type?: 'json' | 'api_key'
+  vertex_project_id?: string
   openrouter_enterprise?: boolean
   aws_key_type?: 'ak_sk' | 'api_key'
+  aws_api_type?: 'invoke_model' | 'mantle'
   allow_service_tier?: boolean
   disable_store?: boolean
   allow_safety_identifier?: boolean
@@ -143,6 +147,8 @@ export type AdvancedCustomConverter =
   | 'openai_responses_to_gemini_generate_content'
   | 'gemini_generate_content_to_openai_chat_completions'
   | 'openai_chat_completions_to_gemini_generate_content'
+  | 'claude_messages_to_openai_responses'
+  | 'gemini_generate_content_to_openai_responses'
 
 export type AdvancedCustomAuthType = 'none' | 'header' | 'query'
 
diff --git a/web/src/features/dashboard/components/flow/flow-charts.tsx b/web/src/features/dashboard/components/flow/flow-charts.tsx
index 4694e91..035341c 100644
--- a/web/src/features/dashboard/components/flow/flow-charts.tsx
+++ b/web/src/features/dashboard/components/flow/flow-charts.tsx
@@ -87,6 +87,7 @@ import type {
 import { formatQuota } from '@/lib/format'
 import { ROLE } from '@/lib/roles'
 import { requireServerSuccess } from '@/lib/server-error-message'
+import { useThemeColor } from '@/lib/theme-color'
 import { computeTimeRange } from '@/lib/time'
 import { useChartTheme } from '@/lib/use-chart-theme'
 import { cn } from '@/lib/utils'
@@ -256,6 +257,7 @@ function formatFlowMetricNumber(value: number): string {
 export function FlowCharts(props: FlowChartsProps) {
   const { t } = useTranslation()
   const { resolvedTheme, themeReady } = useChartTheme()
+  const textColor = useThemeColor('--foreground')
   const chartInstanceRef = useRef<IVChart | null>(null)
   const user = useAuthStore((state) => state.auth.user)
   const isRoot = Boolean(user?.role && user.role >= ROLE.SUPER_ADMIN)
@@ -456,13 +458,19 @@ export function FlowCharts(props: FlowChartsProps) {
   const chartTitle = t('Flow')
   const flowSpec = useMemo(
     () =>
-      buildFlowSankeySpec(flowData.flow, chartTitle, formatQuota, {
-        quota: t('Quota'),
-        tokens: t('Tokens'),
-        requests: t('Requests'),
-        share: t('Share'),
-      }),
-    [chartTitle, flowData.flow, t]
+      buildFlowSankeySpec(
+        flowData.flow,
+        chartTitle,
+        formatQuota,
+        {
+          quota: t('Quota'),
+          tokens: t('Tokens'),
+          requests: t('Requests'),
+          share: t('Share'),
+        },
+        textColor
+      ),
+    [chartTitle, flowData.flow, t, textColor]
   )
   const chartTheme = resolvedTheme === 'dark' ? 'dark' : 'light'
   const chartKey = [
@@ -485,7 +493,7 @@ export function FlowCharts(props: FlowChartsProps) {
     isLoading,
     isError,
     linkCount: flowData.flow.links.length,
-    themeReady,
+    themeReady: themeReady && textColor !== undefined,
   })
   const flowErrorMessage =
     flowError instanceof Error
diff --git a/web/src/features/dashboard/lib/__tests__/charts.test.ts b/web/src/features/dashboard/lib/__tests__/charts.test.ts
new file mode 100644
index 0000000..976710c
--- /dev/null
+++ b/web/src/features/dashboard/lib/__tests__/charts.test.ts
@@ -0,0 +1,156 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { describe, expect, test } from 'vitest'
+
+import type { QuotaDataItem } from '@/features/dashboard/types'
+import type { TimeGranularity } from '@/lib/time'
+
+import { processChartData, processUserChartData } from '../charts'
+
+const cases: Array<{
+  granularity: TimeGranularity
+  start: string
+  interval: number
+  labels: string[]
+}> = [
+  {
+    granularity: 'hour',
+    start: '2025-12-31T20:00:00',
+    interval: 3600,
+    labels: [
+      '12-31 20:00',
+      '12-31 21:00',
+      '12-31 22:00',
+      '12-31 23:00',
+      '01-01 00:00',
+      '01-01 01:00',
+      '01-01 02:00',
+      '01-01 03:00',
+    ],
+  },
+  {
+    granularity: 'day',
+    start: '2025-12-27T12:00:00',
+    interval: 86400,
+    labels: [
+      '12-27',
+      '12-28',
+      '12-29',
+      '12-30',
+      '12-31',
+      '01-01',
+      '01-02',
+      '01-03',
+    ],
+  },
+  {
+    granularity: 'week',
+    start: '2025-11-29T12:00:00',
+    interval: 604800,
+    labels: [
+      '11-29 - 12-05',
+      '12-06 - 12-12',
+      '12-13 - 12-19',
+      '12-20 - 12-26',
+      '12-27 - 01-02',
+      '01-03 - 01-09',
+      '01-10 - 01-16',
+      '01-17 - 01-23',
+    ],
+  },
+]
+
+function unorderedUsage(start: string, interval: number): QuotaDataItem[] {
+  const first = new Date(start).getTime() / 1000
+  const rows = Array.from({ length: 8 }, (_, i) => ({
+    created_at: first + i * interval,
+    model_name: 'model-a',
+    username: 'alice',
+    quota: (i + 1) * 500000,
+    count: i + 1,
+  }))
+  // Same hour, or a second hourly record within the same day/week label.
+  const duplicate = {
+    ...rows[0],
+    created_at: first + (interval === 3600 ? 0 : 3600),
+    quota: 5000000,
+    count: 10,
+  }
+  return [
+    rows[7],
+    rows[2],
+    duplicate,
+    rows[5],
+    rows[0],
+    rows[6],
+    rows[1],
+    rows[4],
+    rows[3],
+  ]
+}
+
+describe.each(cases)('dashboard $granularity chart chronology', (scenario) => {
+  test('orders model buckets across New Year while aggregating repeated labels', () => {
+    const data = unorderedUsage(scenario.start, scenario.interval)
+    const original = structuredClone(data)
+    const result = processChartData(data, scenario.granularity)
+
+    for (const key of ['spec_line', 'spec_area', 'spec_model_line'] as const) {
+      const values: Array<{ Time: string; rawQuota: number; Count: number }> =
+        result[key].data[0].values
+      expect(values.map((row) => row.Time)).toEqual(scenario.labels)
+      expect(
+        values.map((row) =>
+          key === 'spec_model_line' ? row.Count : row.rawQuota / 500000
+        )
+      ).toEqual([11, 2, 3, 4, 5, 6, 7, 8])
+    }
+    expect(data).toEqual(original)
+  })
+
+  test('orders user buckets across New Year while aggregating repeated labels', () => {
+    const data = unorderedUsage(scenario.start, scenario.interval)
+    const original = structuredClone(data)
+    const result = processUserChartData(data, scenario.granularity)
+    const values: Array<{ Time: string; rawQuota: number }> =
+      result.spec_user_trend.data[0].values
+
+    expect(values.map((row) => row.Time)).toEqual(scenario.labels)
+    expect(values.map((row) => row.rawQuota / 500000)).toEqual([
+      11, 2, 3, 4, 5, 6, 7, 8,
+    ])
+    expect(data).toEqual(original)
+  })
+
+  test('keeps the existing seven padded model buckets in chronological order', () => {
+    const data = [unorderedUsage(scenario.start, scenario.interval)[0]]
+    const result = processChartData(data, scenario.granularity)
+
+    for (const key of ['spec_line', 'spec_area', 'spec_model_line'] as const) {
+      const values: Array<{ Time: string; rawQuota: number; Count: number }> =
+        result[key].data[0].values
+      expect(values.map((row) => row.Time)).toEqual(scenario.labels.slice(1))
+      expect(
+        values.map((row) =>
+          key === 'spec_model_line' ? row.Count : row.rawQuota / 500000
+        )
+      ).toEqual([0, 0, 0, 0, 0, 0, 8])
+    }
+  })
+})
diff --git a/web/src/features/dashboard/lib/charts.ts b/web/src/features/dashboard/lib/charts.ts
index 044476c..21de0e2 100644
--- a/web/src/features/dashboard/lib/charts.ts
+++ b/web/src/features/dashboard/lib/charts.ts
@@ -43,9 +43,9 @@ export function getDashboardChartColors(domainLength: number): string[] {
   const scheme =
     vchartDefaultDataScheme.find(
       (item) => !item.maxDomainLength || domainLength <= item.maxDomainLength
-    ) ?? vchartDefaultDataScheme[vchartDefaultDataScheme.length - 1]
+    ) ?? vchartDefaultDataScheme.at(-1)
 
-  return scheme.scheme.filter(
+  return (scheme?.scheme ?? []).filter(
     (color): color is string => typeof color === 'string'
   )
 }
@@ -58,7 +58,7 @@ function renderQuotaCompat(rawQuota: number, digits = 4): string {
   const symbol = 'symbol' in meta ? meta.symbol : '$'
   const value = usd * rate
   const fixed = value.toFixed(digits)
-  if (parseFloat(fixed) === 0 && rawQuota > 0 && value > 0) {
+  if (Number.parseFloat(fixed) === 0 && rawQuota > 0 && value > 0) {
     return symbol + Math.pow(10, -digits).toFixed(digits)
   }
   return symbol + fixed
@@ -224,20 +224,26 @@ export function processChartData(
     string,
     { quota: number; count: number; tokens: number }
   >()
+  const timeTimestamps = new Map<string, number>()
 
   data.forEach((item) => {
     const timestamp = Number(item.created_at)
     const timeKey = formatChartTime(timestamp, timeGranularity)
+    timeTimestamps.set(
+      timeKey,
+      Math.min(timeTimestamps.get(timeKey) ?? timestamp, timestamp)
+    )
     const model = item.model_name || 'Unknown'
     const quota = Number(item.quota) || 0
     const count = Number(item.count) || 0
     const tokens = Number(item.token_used) || 0
 
     // Aggregate by time and model
-    if (!timeModelMap.has(timeKey)) {
-      timeModelMap.set(timeKey, new Map())
+    let modelMap = timeModelMap.get(timeKey)
+    if (!modelMap) {
+      modelMap = new Map()
+      timeModelMap.set(timeKey, modelMap)
     }
-    const modelMap = timeModelMap.get(timeKey)!
     const existing = modelMap.get(model) || { quota: 0, count: 0, tokens: 0 }
     modelMap.set(model, {
       quota: existing.quota + quota,
@@ -258,10 +264,12 @@ export function processChartData(
     })
   })
 
-  const allModels = Array.from(modelTotalsMap.keys())
-  const sortedTimes = Array.from(timeModelMap.keys()).sort()
+  const allModels = [...modelTotalsMap.keys()]
+  const sortedTimes = [...timeTimestamps]
+    .sort((a, b) => a[1] - b[1])
+    .map(([time]) => time)
   const sortedModels = [...allModels].sort()
-  const modelColorDomain = Array.from(new Set([...sortedModels, otherLabel]))
+  const modelColorDomain = [...new Set([...sortedModels, otherLabel])]
   const modelColorRange = getDashboardChartColors(modelColorDomain.length)
   const otherColor = modelColorRange[modelColorDomain.indexOf(otherLabel)]
   const otherTooltipColor =
@@ -279,12 +287,12 @@ export function processChartData(
     const lastTime = Math.max(
       ...data.map((item) => Number(item.created_at) || 0)
     )
-    const intervalSec =
-      timeGranularity === 'week'
-        ? 604800
-        : timeGranularity === 'day'
-          ? 86400
-          : 3600
+    let intervalSec = 3600
+    if (timeGranularity === 'week') {
+      intervalSec = 604800
+    } else if (timeGranularity === 'day') {
+      intervalSec = 86400
+    }
     const padded = Array.from({ length: MAX_TREND_POINTS }, (_, i) =>
       formatChartTime(
         lastTime - (MAX_TREND_POINTS - 1 - i) * intervalSec,
@@ -295,17 +303,17 @@ export function processChartData(
   }
   const chartTimes = fillTimePoints(sortedTimes)
 
-  const totalTimes = Array.from(modelTotalsMap.values()).reduce(
+  const totalTimes = [...modelTotalsMap.values()].reduce(
     (sum, x) => sum + (Number(x.count) || 0),
     0
   )
-  const totalQuotaRaw = Array.from(modelTotalsMap.values()).reduce(
+  const totalQuotaRaw = [...modelTotalsMap.values()].reduce(
     (sum, x) => sum + (Number(x.quota) || 0),
     0
   )
 
   // Pie chart (model call count proportion)
-  const pieValues = Array.from(modelTotalsMap.entries())
+  const pieValues = [...modelTotalsMap.entries()]
     .map(([model, stats]) => ({
       type: model,
       value: Number(stats.count) || 0,
@@ -342,11 +350,10 @@ export function processChartData(
     timeData = timeData.map((item) => ({ ...item, TimeSum: timeSum }))
     lineValues.push(...timeData)
   })
-  lineValues.sort((a, b) => a.Time.localeCompare(b.Time))
 
   // Area chart: top models by quota + "Other" bucket (too many series = unreadable)
   const MAX_AREA_MODELS = 15
-  const rankedQuotaModels = Array.from(modelTotalsMap.entries())
+  const rankedQuotaModels = [...modelTotalsMap.entries()]
     .map(([model, stats]) => ({
       Model: model,
       Quota: Number(stats.quota) || 0,
@@ -384,11 +391,10 @@ export function processChartData(
       })
     }
   })
-  areaValues.sort((a, b) => a.Time.localeCompare(b.Time))
 
   // Line chart: model call trend (top models + "Other" bucket)
   const MAX_TREND_MODELS = 20
-  const rankedTrendModels = Array.from(modelTotalsMap.entries())
+  const rankedTrendModels = [...modelTotalsMap.entries()]
     .map(([model, stats]) => ({
       Model: model,
       Count: Number(stats.count) || 0,
@@ -428,11 +434,10 @@ export function processChartData(
     }
     modelLineValues.push(...timeData)
   })
-  modelLineValues.sort((a, b) => a.Time.localeCompare(b.Time))
 
   // Rank bar: model call count ranking (top 20 + "Other" bucket)
   const MAX_RANK_MODELS = 20
-  const allRankValues = Array.from(modelTotalsMap.entries())
+  const allRankValues = [...modelTotalsMap.entries()]
     .map(([model, stats]) => ({
       Model: model,
       Count: Number(stats.count) || 0,
@@ -757,9 +762,7 @@ export function processUserChartData(
     userQuotaTotal.set(username, prev + (Number(item.quota) || 0))
   })
 
-  const sorted = Array.from(userQuotaTotal.entries()).sort(
-    (a, b) => b[1] - a[1]
-  )
+  const sorted = [...userQuotaTotal.entries()].sort((a, b) => b[1] - a[1])
   const topUsers = sorted.slice(0, limit).map(([u]) => u)
   const topUserSet = new Set(topUsers)
   const totalQuota = sorted.slice(0, limit).reduce((s, [, q]) => s + q, 0)
@@ -779,20 +782,25 @@ export function processUserChartData(
   )
 
   const timeUserMap = new Map<string, Map<string, number>>()
-  const allTimePoints = new Set<string>()
+  const timeTimestamps = new Map<string, number>()
 
   data.forEach((item) => {
     const ts = Number(item.created_at)
     const timeKey = formatChartTime(ts, timeGranularity)
-    allTimePoints.add(timeKey)
+    timeTimestamps.set(timeKey, Math.min(timeTimestamps.get(timeKey) ?? ts, ts))
     const user = item.username || 'unknown'
     if (!topUserSet.has(user)) return
-    if (!timeUserMap.has(timeKey)) timeUserMap.set(timeKey, new Map())
-    const map = timeUserMap.get(timeKey)!
+    let map = timeUserMap.get(timeKey)
+    if (!map) {
+      map = new Map()
+      timeUserMap.set(timeKey, map)
+    }
     map.set(user, (map.get(user) || 0) + (Number(item.quota) || 0))
   })
 
-  const sortedTimePoints = Array.from(allTimePoints).sort()
+  const sortedTimePoints = [...timeTimestamps]
+    .sort((a, b) => a[1] - b[1])
+    .map(([time]) => time)
   const trendValues: Array<{
     Time: string
     User: string
diff --git a/web/src/features/dashboard/lib/flow.test.ts b/web/src/features/dashboard/lib/flow.test.ts
index 724eb36..4e0e8ac 100644
--- a/web/src/features/dashboard/lib/flow.test.ts
+++ b/web/src/features/dashboard/lib/flow.test.ts
@@ -738,6 +738,28 @@ describe('dashboard flow data', () => {
     ])
   })
 
+  test('draws labels and the active node outline in the theme text color', () => {
+    const result = buildDashboardFlowData(rows.slice(0, 1), 'quota', {
+      role: 'root',
+      activeNode: { kind: 'user', id: 'user:1' },
+    })
+    const flowSpec = buildFlowSankeySpec(
+      result.flow,
+      'Flow',
+      undefined,
+      undefined,
+      'rgba(245, 245, 245, 1.00)'
+    )
+    const aliceNode = flowSpec.data[0].values[0].nodes.find(
+      (node: Record<string, unknown>) => node.key === 'user:1'
+    )
+
+    expect(flowSpec.label.style.fill).toBe('rgba(245, 245, 245, 1.00)')
+    expect(flowSpec.node.style.stroke({ datum: aliceNode })).toBe(
+      'rgba(245, 245, 245, 1.00)'
+    )
+  })
+
   test('maps active flow highlight states into the Sankey spec', () => {
     const result = buildDashboardFlowData(rows, 'quota', {
       role: 'root',
diff --git a/web/src/features/dashboard/lib/flow.ts b/web/src/features/dashboard/lib/flow.ts
index 5d0f513..0f16153 100644
--- a/web/src/features/dashboard/lib/flow.ts
+++ b/web/src/features/dashboard/lib/flow.ts
@@ -100,6 +100,10 @@ const DEFAULT_FLOW_SANKEY_LABELS: FlowSankeyLabels = {
 
 const DEFAULT_FLOW_CHART_COLOR = '#1664FF'
 
+// Fallback when the caller does not pass the theme's text color.
+const DEFAULT_FLOW_LABEL_COLOR = '#475569'
+const DEFAULT_FLOW_ACTIVE_STROKE = 'rgba(15, 23, 42, 0.7)'
+
 const FLOW_NODE_KINDS: readonly FlowNodeKind[] = [
   'user',
   'node',
@@ -1119,8 +1123,13 @@ export function buildFlowSankeySpec(
   flow: DashboardFlowGraph,
   title: string,
   valueFormatter: (value: number) => string = formatNumber,
-  labels: FlowSankeyLabels = DEFAULT_FLOW_SANKEY_LABELS
+  labels: FlowSankeyLabels = DEFAULT_FLOW_SANKEY_LABELS,
+  // The app theme's text color, so labels and the active node outline match
+  // the surrounding UI in every light/dark mode and theme preset.
+  textColor?: string
 ): VChartSpec {
+  const labelColor = textColor ?? DEFAULT_FLOW_LABEL_COLOR
+  const activeStroke = textColor ?? DEFAULT_FLOW_ACTIVE_STROKE
   return {
     type: 'sankey',
     data: [
@@ -1210,7 +1219,7 @@ export function buildFlowSankeySpec(
       limit: 220,
       interactive: false,
       style: {
-        fill: '#475569',
+        fill: labelColor,
         fontSize: 11,
         fontWeight: 600,
       },
@@ -1227,7 +1236,7 @@ export function buildFlowSankeySpec(
         },
         stroke: (datum: Record<string, unknown>) =>
           sankeyDatumFlag(datum, 'highlighted')
-            ? 'rgba(15, 23, 42, 0.74)'
+            ? activeStroke
             : 'rgba(148, 163, 184, 0.45)',
         lineWidth: (datum: Record<string, unknown>) =>
           sankeyDatumFlag(datum, 'highlighted') ? 1.5 : 1,
@@ -1237,12 +1246,12 @@ export function buildFlowSankeySpec(
       state: {
         hover: {
           fillOpacity: 1,
-          stroke: 'rgba(15, 23, 42, 0.68)',
+          stroke: activeStroke,
           lineWidth: 1.5,
         },
         selected: {
           fillOpacity: 1,
-          stroke: 'rgba(15, 23, 42, 0.68)',
+          stroke: activeStroke,
           lineWidth: 1.5,
         },
         blur: {
diff --git a/web/src/features/dashboard/types.ts b/web/src/features/dashboard/types.ts
index 2c06df9..9f1beee 100644
--- a/web/src/features/dashboard/types.ts
+++ b/web/src/features/dashboard/types.ts
@@ -168,9 +168,24 @@ export interface ProcessedFlowData {
 // Uptime Monitoring Types
 // ============================================================================
 
+export interface ModelPerformanceMetric {
+  value: number
+  samples: number
+  source: 'calls' | 'test'
+  updated_at: number
+}
+
 export interface UptimeMonitor {
+  model_performance?: Record<
+    string,
+    {
+      throughput?: ModelPerformanceMetric
+      first_token?: ModelPerformanceMetric
+    }
+  >
   tags?: string[]
   recent_degraded?: boolean
+  vision_unavailable?: boolean
   model_costs?: Record<
     string,
     { usd_per_million: number | null; requests: number; tokens: number }
@@ -183,13 +198,15 @@ export interface UptimeMonitor {
   hidden?: boolean
   status_source?: string
   status_checked_at?: number
-  candy?: UptimeMonitor['benchmark']
+  vision?: UptimeMonitor['benchmark']
+  ciallo?: UptimeMonitor['benchmark']
   benchmark?: {
     interval_minutes?: number
     interval_max_minutes?: number
     channels: number
     normal: number
     degraded: number
+    incomplete?: number
     unknown: number
     failed: number
     running: number
diff --git a/web/src/features/errors/__tests__/general-error.test.tsx b/web/src/features/errors/__tests__/general-error.test.tsx
new file mode 100644
index 0000000..1f64392
--- /dev/null
+++ b/web/src/features/errors/__tests__/general-error.test.tsx
@@ -0,0 +1,168 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import {
+  createMemoryHistory,
+  createRootRoute,
+  createRoute,
+  createRouter,
+  lazyRouteComponent,
+  Outlet,
+  RouterProvider,
+} from '@tanstack/react-router'
+import { act, render, screen, waitFor } from '@testing-library/react'
+import { afterEach, beforeEach, expect, test, vi } from 'vitest'
+
+import { GeneralError } from '../general-error'
+
+const reload = vi.fn()
+
+beforeEach(() => {
+  sessionStorage.clear()
+  const realWindow = window
+  vi.stubGlobal(
+    'window',
+    new Proxy(realWindow, {
+      get(target, property) {
+        if (property === 'location') return { ...target.location, reload }
+        return Reflect.get(target, property, target)
+      },
+    })
+  )
+})
+
+afterEach(() => {
+  sessionStorage.clear()
+  vi.unstubAllGlobals()
+})
+
+function createTestRouter(error: Error | { response: { status: number } }) {
+  const root = createRootRoute({
+    component: Outlet,
+    errorComponent: GeneralError,
+  })
+  const home = createRoute({
+    getParentRoute: () => root,
+    path: '/',
+    component: () => <p>Current page</p>,
+  })
+  const broken = createRoute({
+    getParentRoute: () => root,
+    path: '/wallet',
+    component: lazyRouteComponent(() => Promise.reject(error)),
+  })
+  return createRouter({
+    routeTree: root.addChildren([home, broken]),
+    history: createMemoryHistory({ initialEntries: ['/'] }),
+    defaultPreload: 'intent',
+  })
+}
+
+test.each([
+  Object.assign(
+    new Error('Loading chunk 42 failed. (error: /static/js/async/42.old.js)'),
+    { name: 'ChunkLoadError' }
+  ),
+  Object.assign(
+    new Error('Loading CSS chunk 42 failed. (/static/css/42.old.css)'),
+    { code: 'CSS_CHUNK_LOAD_FAILED' }
+  ),
+])(
+  'a failed route chunk reloads once, then displays an error without a fake HTTP status: $message',
+  async (error) => {
+    const router = createTestRouter(error)
+    const view = render(<RouterProvider router={router} />)
+    await screen.findByText('Current page')
+    await act(() => router.navigate({ to: '/wallet' }))
+    await waitFor(() => expect(reload).toHaveBeenCalledTimes(1))
+    view.unmount()
+
+    const afterReload = createTestRouter(error)
+    render(<RouterProvider router={afterReload} />)
+    await screen.findByText('Current page')
+    await act(() => afterReload.navigate({ to: '/wallet' }))
+    expect(await screen.findByText(/Oops! Something went wrong/)).toBeVisible()
+    expect(screen.queryByText('500')).not.toBeInTheDocument()
+    expect(reload).toHaveBeenCalledTimes(1)
+  }
+)
+
+test('failed and repeated intent preloads keep the current page usable until navigation', async () => {
+  const error = Object.assign(
+    new Error('Loading chunk 43 failed. (missing: /43.js)'),
+    { name: 'ChunkLoadError' }
+  )
+  const router = createTestRouter(error)
+  render(<RouterProvider router={router} />)
+  await screen.findByText('Current page')
+  await act(() => router.preloadRoute({ to: '/wallet' }))
+  await act(() => router.preloadRoute({ to: '/wallet' }))
+  expect(screen.getByText('Current page')).toBeVisible()
+  expect(reload).not.toHaveBeenCalled()
+  expect(
+    screen.queryByText(/Oops! Something went wrong/)
+  ).not.toBeInTheDocument()
+  await act(() => router.navigate({ to: '/wallet' }))
+  await waitFor(() => expect(reload).toHaveBeenCalledTimes(1))
+})
+
+test.each([undefined, 429, 500])(
+  'non-chunk errors preserve their actual HTTP status (%s) without reloading',
+  async (status) => {
+    const error = status ? { response: { status } } : new Error('Render failed')
+    const router = createTestRouter(error)
+    render(<RouterProvider router={router} />)
+    await screen.findByText('Current page')
+    await act(() => router.navigate({ to: '/wallet' }))
+    if (status) {
+      expect(
+        await screen.findByRole('heading', { name: String(status) })
+      ).toBeVisible()
+    } else {
+      expect(screen.queryByText('500')).not.toBeInTheDocument()
+    }
+    if (status === 429) {
+      expect(screen.getByText('Too many requests')).toBeVisible()
+      expect(
+        screen.getByText(/Please wait a moment before trying again/)
+      ).toBeVisible()
+    }
+    expect(reload).not.toHaveBeenCalled()
+  }
+)
+
+test('a chunk failure with blocked session storage shows the error without risking a reload loop', async () => {
+  vi.stubGlobal('sessionStorage', {
+    getItem: () => null,
+    setItem: () => {
+      throw new Error('Storage blocked')
+    },
+    clear: () => {},
+  })
+  const error = Object.assign(
+    new Error('Loading chunk 44 failed. (error: /44.js)'),
+    { name: 'ChunkLoadError' }
+  )
+  const router = createTestRouter(error)
+  render(<RouterProvider router={router} />)
+  await screen.findByText('Current page')
+  await act(() => router.navigate({ to: '/wallet' }))
+  expect(await screen.findByText(/Oops! Something went wrong/)).toBeVisible()
+  expect(screen.queryByText('500')).not.toBeInTheDocument()
+  expect(reload).not.toHaveBeenCalled()
+})
diff --git a/web/src/features/errors/general-error.tsx b/web/src/features/errors/general-error.tsx
index a6414e8..180079d 100644
--- a/web/src/features/errors/general-error.tsx
+++ b/web/src/features/errors/general-error.tsx
@@ -17,6 +17,7 @@ along with this program. If not, see <https://www.gnu.org/licenses/>.
 For commercial licensing, please contact support@quantumnous.com
 */
 import { useNavigate, useRouter } from '@tanstack/react-router'
+import { useEffect } from 'react'
 import { useTranslation } from 'react-i18next'
 
 import { Button } from '@/components/ui/button'
@@ -45,6 +46,28 @@ export function GeneralError({
   const { t } = useTranslation()
   const navigate = useNavigate()
   const { history } = useRouter()
+  useEffect(() => {
+    if (
+      !(error instanceof Error) ||
+      (error.name !== 'ChunkLoadError' &&
+        !/^Loading (CSS )?chunk .+ failed\./.test(error.message))
+    ) {
+      return
+    }
+
+    // Recover only when the failed route is displayed, never on intent preload.
+    // Keep the marker across reloads so a persistent failure shows this page.
+    try {
+      const key = `tanstack_router_reload:${error.message}`
+      if (sessionStorage.getItem(key)) return
+      sessionStorage.setItem(key, '1')
+    } catch {
+      // Without a persistent marker, reloading could loop indefinitely.
+      return
+    }
+    window.location.reload()
+  }, [error])
+
   const status = getHttpStatus(error)
   const isRateLimited = status === 429
   const title = isRateLimited
@@ -57,10 +80,8 @@ export function GeneralError({
   return (
     <div className={cn('h-svh w-full', className)}>
       <div className='m-auto flex h-full w-full flex-col items-center justify-center gap-2'>
-        {!minimal && (
-          <h1 className='text-[7rem] leading-tight font-bold'>
-            {status ?? 500}
-          </h1>
+        {!minimal && status !== undefined && (
+          <h1 className='text-[7rem] leading-tight font-bold'>{status}</h1>
         )}
         <span className='font-medium'>{title}</span>
         <p className='text-muted-foreground text-center'>
diff --git a/web/src/features/group-status/__tests__/detection.test.tsx b/web/src/features/group-status/__tests__/detection.test.tsx
index 3e3dc67..0aaf4e7 100644
--- a/web/src/features/group-status/__tests__/detection.test.tsx
+++ b/web/src/features/group-status/__tests__/detection.test.tsx
@@ -16,7 +16,7 @@ import { useAuthStore } from '@/stores/auth-store'
 import {
   DetectionActions,
   BenchmarkPanel,
-  CandyPanel,
+  VisionPanel,
 } from '../detection-panel'
 
 afterEach(() => {
@@ -25,6 +25,47 @@ afterEach(() => {
   useAuthStore.getState().auth.setUser(null)
 })
 
+it('shows missing vision capability separately from wrong answers and run failures', () => {
+  render(
+    <VisionPanel
+      data={{
+        channels: 1,
+        normal: 0,
+        degraded: 0,
+        incomplete: 1,
+        unknown: 0,
+        failed: 1,
+        running: 0,
+        history: [
+          {
+            id: 'missing-image',
+            at: 100,
+            status: 'succeeded',
+            quality: 'incomplete',
+            user_initiated: false,
+            closest: '我这边没有收到可查看的图片或附件',
+          },
+        ],
+      }}
+    />
+  )
+  expect(screen.getByText(t('Incomplete capability'))).toBeVisible()
+  fireEvent.click(screen.getByText(t('Recent vision test results')))
+  expect(screen.getByRole('listitem')).toHaveTextContent(
+    t('Incomplete capability')
+  )
+  expect(screen.queryByText(t('Not passed'))).not.toBeInTheDocument()
+  expect(screen.getByText(t('Image input unavailable'))).toBeVisible()
+  expect(
+    screen.getByText(
+      t(
+        '{{normal}} passed / {{degraded}} not passed / {{incomplete}} capability incomplete / {{failed}} failed to run',
+        { normal: 0, degraded: 0, incomplete: 1, failed: 1 }
+      )
+    )
+  ).toBeVisible()
+})
+
 describe('paid detection', () => {
   it('does not display another account task after switching accounts', async () => {
     useAuthStore.getState().auth.setUser({ id: 1, username: 'first', role: 1 })
@@ -61,7 +102,10 @@ describe('paid detection', () => {
     render(<DetectionActions group='a' />)
     expect(screen.queryByRole('button')).not.toBeInTheDocument()
   })
-  it('requires a quote and explicit confirmation before charging', async () => {
+  it.each([
+    ['fingerprint', 'Test fingerprint'],
+    ['vision', 'Test vision'],
+  ])('requires a quote and confirmation for %s', async (kind, label) => {
     useAuthStore
       .getState()
       .auth.setUser({ id: 1, username: 'detector', role: 1 })
@@ -98,17 +142,21 @@ describe('paid detection', () => {
         <DetectionActions group='a' />
       </QueryClientProvider>
     )
-    fireEvent.click(screen.getByRole('button', { name: t('Test benchmark') }))
+    fireEvent.click(screen.getByRole('button', { name: t(label) }))
+    expect(
+      screen.getByRole('button', { name: t('Test vision') })
+    ).toBeInTheDocument()
     await screen.findByRole('alertdialog')
     expect(post).toHaveBeenCalledTimes(1)
     expect(post.mock.calls[0][0]).toBe('/api/detections/estimate')
+    expect(post.mock.calls[0][1]).toMatchObject({ group: 'a', kind })
     fireEvent.click(
       screen.getByRole('button', { name: t('Confirm and detect') })
     )
     await waitFor(() => expect(post).toHaveBeenCalledTimes(2))
     expect(post.mock.calls[1][1]).toMatchObject({
       group: 'a',
-      kind: 'benchmark',
+      kind,
       price_version: 'v1',
     })
     await screen.findByRole('status')
@@ -147,10 +195,10 @@ it.each([
   ['normal', 'Passed'],
   ['degraded', 'Not passed'],
 ])(
-  'shows candy result %s separately from fingerprint classification',
+  'shows vision result %s separately from fingerprint classification',
   (quality, label) => {
     render(
-      <CandyPanel
+      <VisionPanel
         data={{
           channels: 1,
           interval_minutes: 30,
@@ -162,7 +210,7 @@ it.each([
           running: 0,
           history: [
             {
-              id: 'candy',
+              id: 'vision',
               at: 1,
               status: 'succeeded',
               quality,
@@ -173,14 +221,67 @@ it.each([
         }}
       />
     )
-    expect(screen.getByRole('region', { name: t('Candy test') })).toBeVisible()
+    expect(screen.getByRole('region', { name: t('Vision test') })).toBeVisible()
     expect(screen.getAllByText(t(label))[0]).toBeVisible()
     expect(
       screen.getByText(
-        t(
-          'Candy question · one request per channel. Only an answer of 21 passes.'
-        )
+        t('Vision check · passes when the response contains 音响 or 音箱.')
       )
     ).toBeVisible()
   }
 )
+
+it('shows runtime failure without labeling it a keyword miss', () => {
+  render(
+    <VisionPanel
+      data={{
+        channels: 1,
+        normal: 0,
+        degraded: 0,
+        unknown: 0,
+        failed: 1,
+        running: 0,
+        history: [
+          {
+            id: 'failed',
+            at: 1,
+            status: 'failed',
+            quality: 'degraded',
+            user_initiated: false,
+          },
+        ],
+      }}
+    />
+  )
+  expect(screen.getByText(t('Detection failed'))).toBeVisible()
+  expect(screen.queryByText(t('Not passed'))).not.toBeInTheDocument()
+})
+
+it('shows Ciallo failure with its fixed 45 minute schedule', () => {
+  render(
+    <VisionPanel
+      kind='ciallo'
+      data={{
+        channels: 1,
+        normal: 0,
+        degraded: 0,
+        unknown: 0,
+        failed: 1,
+        running: 0,
+        history: [
+          {
+            id: 'failed',
+            at: 1,
+            status: 'failed',
+            quality: 'degraded',
+            user_initiated: false,
+          },
+        ],
+      }}
+    />
+  )
+  expect(screen.getByText(t('Automatic test every 45 minutes.'))).toBeVisible()
+  expect(screen.getByRole('region', { name: t('Ciallo test') })).toBeVisible()
+  expect(screen.getByText(t('Detection failed'))).toBeVisible()
+  expect(screen.queryByText(t('Not passed'))).not.toBeInTheDocument()
+})
diff --git a/web/src/features/group-status/__tests__/metrics.test.tsx b/web/src/features/group-status/__tests__/metrics.test.tsx
index 593fc1e..390e8bc 100644
--- a/web/src/features/group-status/__tests__/metrics.test.tsx
+++ b/web/src/features/group-status/__tests__/metrics.test.tsx
@@ -78,15 +78,15 @@ it('uses the shared rows while preserving main-site names, artworks and metrics'
   expect(screen.getByText('Pro池')).toBeVisible()
   expect(screen.getByText('不稳定')).toBeVisible()
   expect(
-    screen.getByText(t('Recent degradation') + ' · ' + t('Auto'))
-  ).toBeVisible()
+    screen.queryByText(t('Recent degradation') + ' · ' + t('Auto'))
+  ).not.toBeInTheDocument()
   expect(
     screen.queryByRole('heading', { name: '#alias' })
   ).not.toBeInTheDocument()
+  fireEvent.click(screen.getByRole('button', { name: t('Detection details') }))
   expect(
     screen.getByRole('region', { name: t('Meow benchmark · auxiliary') })
   ).toBeVisible()
-  fireEvent.click(screen.getByRole('button', { name: t('Detection details') }))
   expect(await screen.findByText('10.7 s')).toBeInTheDocument()
 })
 
@@ -363,7 +363,7 @@ it('uses the real group for main-site display and detection when an alias exists
       <MonitorCard
         monitor={{
           name: '#720',
-          group: 'example-secondary',
+          group: 'test-group-c',
           status: 1,
           uptime: 1,
           fingerprint: {
@@ -384,16 +384,16 @@ it('uses the real group for main-site display and detection when an alias exists
     </QueryClientProvider>
   )
   expect(
-    screen.getByRole('heading', { name: 'example-secondary' })
+    screen.getByRole('heading', { name: 'test-group-c' })
   ).toBeInTheDocument()
   expect(
     screen.queryByRole('heading', { name: '#720' })
   ).not.toBeInTheDocument()
-  fireEvent.click(screen.getByRole('button', { name: t('Test benchmark') }))
+  fireEvent.click(screen.getByRole('button', { name: t('Test fingerprint') }))
   await screen.findByRole('alertdialog')
   expect(post).toHaveBeenCalledWith('/api/detections/estimate', {
-    group: 'example-secondary',
-    kind: 'benchmark',
+    group: 'test-group-c',
+    kind: 'fingerprint',
   })
   expect(post).toHaveBeenCalledTimes(1)
 })
diff --git a/web/src/features/group-status/__tests__/status-page.test.tsx b/web/src/features/group-status/__tests__/status-page.test.tsx
index 982126e..d226e37 100644
--- a/web/src/features/group-status/__tests__/status-page.test.tsx
+++ b/web/src/features/group-status/__tests__/status-page.test.tsx
@@ -27,6 +27,64 @@ afterEach(() => {
   useAuthStore.getState().auth.setUser(null)
 })
 
+it('shows separate per-model throughput and first-token samples with test and unknown fallbacks', () => {
+  const metric = {
+    value: 42.5,
+    samples: 30,
+    source: 'calls' as const,
+    updated_at: 1,
+  }
+  render(
+    <StatusGroupRow
+      monitor={{
+        name: 'performance-group',
+        status: 1,
+        uptime: 1,
+        models: [
+          'gpt-6-astra',
+          'measured-model',
+          'tested-model',
+          'unknown-model-with-a-very-long-name',
+        ],
+        model_performance: {
+          'measured-model': {
+            throughput: metric,
+            first_token: { ...metric, value: 1200 },
+          },
+          'tested-model': {
+            throughput: { ...metric, source: 'test', value: 25 },
+            first_token: { ...metric, source: 'test', value: 800 },
+          },
+        },
+      }}
+    />
+  )
+  const measured = screen.getByRole('group', {
+    name: t('Performance for {{model}}', { model: 'measured-model' }),
+  })
+  expect(measured).toHaveTextContent('42.5')
+  expect(measured).toHaveTextContent('1.2')
+  expect(measured).toHaveTextContent(t('{{count}} call samples', { count: 30 }))
+  const tested = screen.getByRole('group', {
+    name: t('Performance for {{model}}', { model: 'tested-model' }),
+  })
+  expect(tested).toHaveTextContent('25')
+  expect(tested).toHaveTextContent(t('Model test'))
+  const unknown = screen.getByRole('group', {
+    name: t('Performance for {{model}}', {
+      model: 'unknown-model-with-a-very-long-name',
+    }),
+  })
+  expect(unknown).toHaveTextContent('——')
+  expect(unknown).toHaveClass('min-w-0', 'grid')
+  const card = screen
+    .getByRole('heading', { name: 'performance-group' })
+    .closest('[data-slot="card"]')
+  expect(card?.querySelector('div.grid')).toHaveClass(
+    'xl:grid-cols-[240px_minmax(0,1fr)_440px]'
+  )
+})
+
 it('shows per-model actual costs only when enabled and distinguishes free from unknown', () => {
   const monitor: UptimeMonitor = {
     name: 'cost-group',
@@ -72,17 +130,36 @@ function provider(children: React.ReactNode) {
   )
 }
 
+it('shows missing vision capability alongside independent degradation', () => {
+  render(
+    <StatusGroupRow
+      monitor={{
+        name: 'vision-group',
+        recent_degraded: true,
+        vision_unavailable: true,
+        status: 1,
+        uptime: 1,
+      }}
+    />
+  )
+  expect(screen.getByText(t('Incomplete capability'))).toHaveAttribute(
+    'title',
+    t('Image input unavailable')
+  )
+  expect(screen.getByText(t('Recent degradation'))).toBeVisible()
+})
+
 it('shows the exact group multiplier including zero and handles missing data', () => {
   const monitor: UptimeMonitor = {
     name: 'group',
     status: 1,
     uptime: 1,
     models: ['gpt-6-astra'],
-    group_ratio: 0.25,
+    group_ratio: 0.185,
   }
   const view = render(<StatusGroupRow monitor={monitor} />)
   expect(screen.getByText(t('Group Ratio'))).toBeVisible()
-  expect(screen.getByText('0.25x')).toBeVisible()
+  expect(screen.getByText('0.185x')).toBeVisible()
   view.rerender(<StatusGroupRow monitor={{ ...monitor, group_ratio: 0 }} />)
   expect(screen.getByText('0x')).toBeVisible()
   view.rerender(
@@ -100,13 +177,13 @@ it('hides group multipliers on the standalone uptime view', () => {
     status: 1,
     uptime: 1,
     models: ['gpt-6-astra'],
-    group_ratio: 0.25,
+    group_ratio: 0.185,
   }
   const view = render(
     <StatusGroupRow monitor={monitor} showGroupRatio={false} />
   )
   expect(screen.queryByText(t('Group Ratio'))).not.toBeInTheDocument()
-  expect(screen.queryByText('0.25x')).not.toBeInTheDocument()
+  expect(screen.queryByText('0.185x')).not.toBeInTheDocument()
   expect(screen.getByText(t('Downgrade rate · last 6 hours'))).toBeVisible()
   view.rerender(
     <StatusGroupRow
@@ -155,8 +232,8 @@ it('keeps auxiliary mismatches out of the primary downgrade rate and removes art
   ).toBeVisible()
   expect(screen.queryByText('28.6%')).not.toBeInTheDocument()
   expect(
-    screen.getByRole('region', { name: t('Meow benchmark · auxiliary') })
-  ).toBeVisible()
+    screen.queryByRole('region', { name: t('Meow benchmark · auxiliary') })
+  ).not.toBeInTheDocument()
   expect(view.container.querySelector('iframe')).toBeNull()
 })
 
@@ -335,6 +412,55 @@ it('shows configured and automatic group tags on main-site status cards', () =>
   expect(screen.getAllByText('打野')).toHaveLength(1)
   expect(screen.getByText('不稳定')).toBeVisible()
   expect(
-    screen.getByText(`${t('Recent degradation')} · ${t('Auto')}`)
-  ).toBeVisible()
+    screen.queryByText(`${t('Recent degradation')} · ${t('Auto')}`)
+  ).not.toBeInTheDocument()
+  expect(screen.getAllByText(t('Recent degradation'))).toHaveLength(1)
+})
+
+it('shows recent degradation instead of operational and preserves outage precedence', () => {
+  const monitor: UptimeMonitor = {
+    name: 'candy-failed',
+    status: 1,
+    uptime: 1,
+    models: [],
+    recent_degraded: true,
+  }
+  const view = render(<StatusGroupRow monitor={monitor} />)
+  expect(screen.getByText(t('Recent degradation'))).toBeVisible()
+  expect(screen.queryByText(t('Operational'))).not.toBeInTheDocument()
+  view.rerender(
+    <StatusGroupRow monitor={{ ...monitor, recent_degraded: false }} />
+  )
+  expect(screen.getByText(t('Operational'))).toBeVisible()
+  view.rerender(<StatusGroupRow monitor={{ ...monitor, status: 0 }} />)
+  expect(screen.getByText(t('Error'))).toBeVisible()
+  view.rerender(
+    <StatusGroupRow monitor={{ ...monitor, channel_disabled: true }} />
+  )
+  expect(screen.getByText(t('Auto-disabled'))).toBeVisible()
+})
+
+it('shows vision results on the website when the API includes them', () => {
+  render(
+    <StatusGroupRow
+      monitor={{
+        name: 'test',
+        status: 1,
+        uptime: 1,
+        models: [],
+        vision: {
+          channels: 1,
+          normal: 1,
+          degraded: 0,
+          unknown: 0,
+          failed: 0,
+          running: 0,
+          history: [],
+        },
+      }}
+    />
+  )
+  expect(
+    screen.queryByRole('region', { name: t('Vision test') })
+  ).toBeInTheDocument()
 })
diff --git a/web/src/features/group-status/detection-panel.tsx b/web/src/features/group-status/detection-panel.tsx
index cc5d510..bea0509 100644
--- a/web/src/features/group-status/detection-panel.tsx
+++ b/web/src/features/group-status/detection-panel.tsx
@@ -22,6 +22,7 @@ type Estimate = {
 }
 type Task = {
   id: string
+  kind: Kind
   status: string
   quality: string
   settled: boolean
@@ -30,7 +31,7 @@ type Task = {
   error: string
   usage: unknown[]
 }
-type Kind = 'benchmark' | 'fingerprint'
+type Kind = 'fingerprint' | 'vision'
 
 async function request<T>(path: string, body?: unknown): Promise<T> {
   const response = body ? await api.post(path, body) : await api.get(path)
@@ -116,9 +117,9 @@ function PaidDetectionActions(props: { group: string; userId: number }) {
           variant='outline'
           size='sm'
           disabled={running || estimate.isPending}
-          onClick={() => estimate.mutate('benchmark')}
+          onClick={() => estimate.mutate('vision')}
         >
-          {t('Test benchmark')}
+          {t('Test vision')}
         </Button>
       </div>
       <p className='text-muted-foreground text-xs'>
@@ -126,6 +127,8 @@ function PaidDetectionActions(props: { group: string; userId: number }) {
       </p>
       {task.data && (
         <div className='text-xs' role='status'>
+          {t(task.data.kind === 'vision' ? 'Test vision' : 'Test fingerprint')}{' '}
+          ·{' '}
           {task.data.settled
             ? t('Detection finished')
             : t('Detection in progress')}
@@ -162,9 +165,11 @@ function PaidDetectionActions(props: { group: string; userId: number }) {
           <div className='space-y-2'>
             <p>
               {props.group} ·{' '}
-              {selection?.kind === 'benchmark'
-                ? t('Test benchmark')
-                : t('Test fingerprint')}
+              {t(
+                selection?.kind === 'vision'
+                  ? 'Test vision'
+                  : 'Test fingerprint'
+              )}
             </p>
             <p>
               {t('One channel, {{calls}} requests, group ratio {{ratio}}x.', {
@@ -192,6 +197,7 @@ function PaidDetectionActions(props: { group: string; userId: number }) {
 }
 
 function qualityLabel(quality: string) {
+  if (quality === 'incomplete') return 'Incomplete capability'
   if (quality === 'failed') return 'Detection failed'
   if (quality === 'pending' || quality === 'running') {
     return 'Detection in progress'
@@ -203,6 +209,13 @@ function qualityLabel(quality: string) {
   return 'Unable to classify'
 }
 
+function visionResultLabel(status: string, quality: string): string {
+  if (status !== 'succeeded') return qualityLabel(status)
+  if (quality === 'normal') return 'Passed'
+  if (quality === 'incomplete') return 'Incomplete capability'
+  return 'Not passed'
+}
+
 export function BenchmarkPanel(props: {
   data: NonNullable<UptimeMonitor['benchmark']>
 }) {
@@ -260,51 +273,79 @@ export function BenchmarkPanel(props: {
   )
 }
 
-export function CandyPanel(props: {
-  data: NonNullable<UptimeMonitor['candy']>
+export function VisionPanel(props: {
+  data: NonNullable<UptimeMonitor['vision']>
+  kind?: 'vision' | 'ciallo'
 }) {
   const { t, i18n } = useTranslation()
   const data = props.data
-  const latest = data.history.find((entry) => entry.status === 'succeeded')
+  const latest = data.history.find(
+    (entry) => entry.status === 'succeeded' || entry.status === 'failed'
+  )
+  let latestLabel = 'Not measured'
+  if (latest) {
+    latestLabel = visionResultLabel(latest.status, latest.quality)
+  }
   const locale = toIntlLocale(i18n.resolvedLanguage || i18n.language)
   return (
     <section
-      aria-label={t('Candy test')}
+      aria-label={props.kind === 'ciallo' ? t('Ciallo test') : t('Vision test')}
       className='border-border/60 mt-4 border-t pt-4 text-xs'
     >
-      <h3 className='font-medium'>{t('Candy test')}</h3>
+      <h3 className='font-medium'>
+        {props.kind === 'ciallo' ? t('Ciallo test') : t('Vision test')}
+      </h3>
       <p
         className={cn(
           'mt-2 font-medium',
-          latest?.quality === 'normal' &&
+          latest?.status === 'succeeded' &&
+            latest.quality === 'normal' &&
             'text-emerald-700 dark:text-emerald-400',
-          latest?.quality === 'degraded' && 'text-red-700 dark:text-red-400'
+          latest?.status === 'succeeded' &&
+            latest.quality === 'degraded' &&
+            'text-red-700 dark:text-red-400',
+          latest?.status === 'succeeded' &&
+            latest.quality === 'incomplete' &&
+            'text-amber-700 dark:text-amber-400'
         )}
       >
-        {latest
-          ? t(latest.quality === 'normal' ? 'Passed' : 'Not passed')
-          : t('Not measured')}
+        {t(latestLabel)}
       </p>
       <p className='text-muted-foreground mt-1'>
         {t(
-          '{{normal}} passed / {{degraded}} not passed / {{failed}} failed to run',
-          data
+          props.kind === 'ciallo'
+            ? '{{normal}} passed / {{degraded}} not passed / {{failed}} failed to run'
+            : '{{normal}} passed / {{degraded}} not passed / {{incomplete}} capability incomplete / {{failed}} failed to run',
+          { ...data, incomplete: data.incomplete ?? 0 }
         )}
       </p>
+      {latest?.status === 'succeeded' && latest.quality === 'incomplete' && (
+        <p className='text-muted-foreground mt-1'>
+          {t('Image input unavailable')}
+        </p>
+      )}
       <p className='text-muted-foreground mt-2'>
-        {t(
-          'Candy question · one request per channel. Only an answer of 21 passes.'
-        )}
+        {props.kind === 'ciallo'
+          ? t('Ciallo check · passes when the response contains Ciallo.')
+          : t('Vision check · passes when the response contains 音响 or 音箱.')}
       </p>
       <p className='text-muted-foreground mt-2'>
-        <AdaptiveSchedule
-          min={data.interval_minutes}
-          max={data.interval_max_minutes}
-        />
+        {props.kind === 'ciallo' ? (
+          t('Automatic test every 45 minutes.')
+        ) : (
+          <AdaptiveSchedule
+            min={data.interval_minutes}
+            max={data.interval_max_minutes}
+          />
+        )}
       </p>
       {!!data.running && <p className='mt-2'>{t('Detection in progress')}</p>}
       <details className='mt-3'>
-        <summary>{t('Recent candy test results')}</summary>
+        <summary>
+          {props.kind === 'ciallo'
+            ? t('Recent Ciallo test results')
+            : t('Recent vision test results')}
+        </summary>
         <ul className='mt-2 space-y-2'>
           {data.history.map((entry) => (
             <li key={entry.id} className='border-t pt-2'>
@@ -312,9 +353,7 @@ export function CandyPanel(props: {
                 {new Date(entry.at * 1000).toLocaleString(locale)}
               </time>
               {' · '}
-              {entry.status === 'succeeded'
-                ? t(entry.quality === 'normal' ? 'Passed' : 'Not passed')
-                : t(qualityLabel(entry.status))}
+              {t(visionResultLabel(entry.status, entry.quality))}
               {entry.closest && (
                 <p className='mt-1 break-words whitespace-pre-wrap'>
                   {entry.closest}
diff --git a/web/src/features/group-status/index.tsx b/web/src/features/group-status/index.tsx
index 1d121fa..8f6c7f6 100644
--- a/web/src/features/group-status/index.tsx
+++ b/web/src/features/group-status/index.tsx
@@ -23,7 +23,11 @@ import { requireServerSuccess } from '@/lib/server-error-message'
 import { cn } from '@/lib/utils'
 import { useAuthStore } from '@/stores/auth-store'
 
-import { DetectionActions, BenchmarkPanel } from './detection-panel'
+import {
+  DetectionActions,
+  BenchmarkPanel,
+  VisionPanel,
+} from './detection-panel'
 import { FingerprintPanel } from './fingerprint-panel'
 import {
   cacheHitRates,
@@ -163,6 +167,8 @@ export function MonitorCard({
 
       <FingerprintPanel data={monitor.fingerprint} />
       {monitor.benchmark && <BenchmarkPanel data={monitor.benchmark} />}
+      {monitor.vision && <VisionPanel data={monitor.vision} />}
+      {monitor.ciallo && <VisionPanel kind='ciallo' data={monitor.ciallo} />}
       {!!monitor.fingerprint?.channels && !!monitor.group && (
         <DetectionActions group={monitor.group} />
       )}
diff --git a/web/src/features/group-status/status-page-settings.tsx b/web/src/features/group-status/status-page-settings.tsx
index 1a9d44d..715e151 100644
--- a/web/src/features/group-status/status-page-settings.tsx
+++ b/web/src/features/group-status/status-page-settings.tsx
@@ -147,7 +147,7 @@ export function StatusPageSettings() {
         </p>
         <a
           className='text-primary mt-2 inline-block text-sm underline'
-          href='https://uptime.shrinken.pw/'
+          href='/group-status'
           target='_blank'
           rel='noreferrer'
         >
diff --git a/web/src/features/group-status/status-page.tsx b/web/src/features/group-status/status-page.tsx
index 94d341c..56ffe22 100644
--- a/web/src/features/group-status/status-page.tsx
+++ b/web/src/features/group-status/status-page.tsx
@@ -12,14 +12,18 @@ import { Badge } from '@/components/ui/badge'
 import { Button } from '@/components/ui/button'
 import { Card, CardContent, CardHeader, CardTitle } from '@/components/ui/card'
 import { Skeleton } from '@/components/ui/skeleton'
-import type { UptimeMonitor } from '@/features/dashboard/types'
+import type {
+  ModelPerformanceMetric,
+  UptimeMonitor,
+} from '@/features/dashboard/types'
 import { GroupTags } from '@/features/keys/components/group-tags'
 import { toIntlLocale } from '@/i18n/languages'
+import { formatNumber } from '@/lib/format'
 import { ROLE } from '@/lib/roles'
 import { cn } from '@/lib/utils'
 import { useAuthStore } from '@/stores/auth-store'
 
-import { BenchmarkPanel, CandyPanel } from './detection-panel'
+import { VisionPanel } from './detection-panel'
 import { FingerprintPanel } from './fingerprint-panel'
 import {
   getOverallStatus,
@@ -36,6 +40,9 @@ import {
 
 function statusLabel(monitor: UptimeMonitor): string {
   if (monitor.channel_disabled) return 'Auto-disabled'
+  if (monitor.status !== 0 && monitor.recent_degraded) {
+    return 'Recent degradation'
+  }
   if (monitor.status === 1) return 'Operational'
   if (monitor.status === 2) return 'Degraded'
   if (monitor.status === 0) return 'Error'
@@ -44,7 +51,11 @@ function statusLabel(monitor: UptimeMonitor): string {
 
 function StatusBadge(props: { monitor: UptimeMonitor }) {
   const { t } = useTranslation()
-  const kind = statusKind(props.monitor.status)
+  const label = statusLabel(props.monitor)
+  const kind =
+    label === 'Recent degradation'
+      ? 'degraded'
+      : statusKind(props.monitor.status)
   return (
     <Badge
       variant='outline'
@@ -59,11 +70,40 @@ function StatusBadge(props: { monitor: UptimeMonitor }) {
       )}
     >
       <span className='size-1.5 rounded-full bg-current' aria-hidden='true' />
-      {t(statusLabel(props.monitor))}
+      {t(label)}
     </Badge>
   )
 }
 
+function ModelPerformanceValue(props: {
+  metric?: ModelPerformanceMetric
+  firstToken?: boolean
+}) {
+  const { t, i18n } = useTranslation()
+  const metric = props.metric
+  if (!metric || !Number.isFinite(metric.value) || metric.value < 0) {
+    return <span className='text-muted-foreground text-right text-sm'>—</span>
+  }
+  return (
+    <div className='min-w-0 text-right tabular-nums'>
+      <div className='text-sm font-medium whitespace-nowrap'>
+        {formatNumber(
+          props.firstToken ? metric.value / 1000 : metric.value,
+          toIntlLocale(i18n.language)
+        )}
+        <span className='text-muted-foreground ml-1 text-xs'>
+          {props.firstToken ? 's' : 't/s'}
+        </span>
+      </div>
+      <div className='text-muted-foreground mt-0.5 text-[10px] leading-tight'>
+        {metric.source === 'calls'
+          ? t('{{count}} call samples', { count: metric.samples })
+          : t('Model test')}
+      </div>
+    </div>
+  )
+}
+
 export function StatusGroupRow(props: {
   monitor: UptimeMonitor
   showGroupRatio?: boolean
@@ -96,7 +136,7 @@ export function StatusGroupRow(props: {
         className={cn(
           'grid min-w-0',
           astra
-            ? 'xl:grid-cols-[240px_minmax(0,1fr)_200px]'
+            ? 'xl:grid-cols-[240px_minmax(0,1fr)_440px]'
             : 'md:grid-cols-[240px_minmax(0,1fr)]'
         )}
       >
@@ -110,7 +150,12 @@ export function StatusGroupRow(props: {
               </CardTitle>
               <StatusBadge monitor={monitor} />
             </div>
-            <GroupTags tags={monitor.tags} recent={monitor.recent_degraded} />
+            <GroupTags
+              visionUnavailable={monitor.vision_unavailable}
+              tags={monitor.tags?.filter(
+                (tag) => tag !== '近期降智' && tag !== 'Recent degradation'
+              )}
+            />
           </div>
           {astra && (
             <div className='space-y-3'>
@@ -191,16 +236,21 @@ export function StatusGroupRow(props: {
         {astra && (
           <CardContent className='min-w-0 p-5'>
             <FingerprintPanel data={monitor.fingerprint} />
-            {monitor.benchmark && <BenchmarkPanel data={monitor.benchmark} />}
-            {monitor.candy && <CandyPanel data={monitor.candy} />}
           </CardContent>
         )}
         <CardContent
           className={cn('min-w-0 space-y-3 p-5', astra && 'xl:border-l')}
         >
-          <h3 className='text-muted-foreground text-xs font-medium'>
-            {t('Available models')}
-          </h3>
+          <div className='text-muted-foreground grid grid-cols-[minmax(0,1fr)_76px_76px] items-end gap-3 text-xs font-medium'>
+            <h3>{t('Available models')}</h3>
+            <span className='text-right'>{t('Throughput')}</span>
+            <span className='text-right'>{t('First token')}</span>
+          </div>
+          <p className='text-muted-foreground text-xs leading-relaxed'>
+            {t(
+              'Latest 30 valid calls per model; first-token time uses streaming calls. Model tests fill missing samples. Throughput is output tokens divided by total request time.'
+            )}
+          </p>
           {props.showModelCosts && (
             <p
               className='text-muted-foreground text-xs'
@@ -218,39 +268,37 @@ export function StatusGroupRow(props: {
               )}
             </p>
           )}
-          <div
-            className={
-              props.showModelCosts
-                ? 'space-y-2'
-                : cn(
-                    'flex flex-wrap gap-2',
-                    astra && 'xl:flex-col xl:items-start'
-                  )
-            }
-          >
+          <div className='space-y-2'>
             {monitor.models?.length ? (
               monitor.models.map((model) => (
                 <div
                   key={model}
-                  className={
-                    props.showModelCosts
-                      ? 'flex min-w-0 items-center justify-between gap-3 border-b pb-2 last:border-0'
-                      : undefined
-                  }
+                  role='group'
+                  aria-label={t('Performance for {{model}}', { model })}
+                  className='grid min-w-0 grid-cols-[minmax(0,1fr)_76px_76px] items-center gap-3 border-b pb-2 last:border-0'
                 >
-                  <Badge
-                    variant='secondary'
-                    className='h-auto max-w-full rounded-md py-1 break-all whitespace-normal'
-                  >
-                    {model}
-                  </Badge>
-                  {props.showModelCosts && (
-                    <span className='shrink-0 text-sm tabular-nums'>
-                      {monitor.model_costs?.[model]?.usd_per_million == null
-                        ? '—'
-                        : `$${monitor.model_costs[model].usd_per_million.toFixed(4)}`}
-                    </span>
-                  )}
+                  <div className='min-w-0 space-y-1'>
+                    <Badge
+                      variant='secondary'
+                      className='h-auto max-w-full rounded-md py-1 break-all whitespace-normal'
+                    >
+                      {model}
+                    </Badge>
+                    {props.showModelCosts && (
+                      <span className='text-muted-foreground block text-xs tabular-nums'>
+                        {monitor.model_costs?.[model]?.usd_per_million == null
+                          ? '—'
+                          : `$${monitor.model_costs[model].usd_per_million.toFixed(4)}`}
+                      </span>
+                    )}
+                  </div>
+                  <ModelPerformanceValue
+                    metric={monitor.model_performance?.[model]?.throughput}
+                  />
+                  <ModelPerformanceValue
+                    metric={monitor.model_performance?.[model]?.first_token}
+                    firstToken
+                  />
                 </div>
               ))
             ) : (
@@ -265,6 +313,8 @@ export function StatusGroupRow(props: {
         </CardContent>
       </div>
       <div className='px-5 pb-5'>
+        {monitor.vision && <VisionPanel data={monitor.vision} />}
+        {monitor.ciallo && <VisionPanel kind='ciallo' data={monitor.ciallo} />}
         <ProbeHistory
           history={monitor.probe_history}
           updatedAt={props.updatedAt}
@@ -335,9 +385,7 @@ export function GroupStatus() {
               {t('Service status')}
             </h1>
             <p className='text-muted-foreground mt-3 text-sm'>
-              {t(
-                'Live group status, ModelTrace fingerprints and auxiliary Meow benchmarks.'
-              )}
+              {t('Live group status and ModelTrace fingerprints.')}
             </p>
           </div>
           <Button
diff --git a/web/src/features/keys/components/__tests__/api-addresses.test.tsx b/web/src/features/keys/components/__tests__/api-addresses.test.tsx
new file mode 100644
index 0000000..a684634
--- /dev/null
+++ b/web/src/features/keys/components/__tests__/api-addresses.test.tsx
@@ -0,0 +1,216 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { QueryClient, QueryClientProvider } from '@tanstack/react-query'
+import {
+  act,
+  cleanup,
+  render,
+  screen,
+  within,
+  waitFor,
+} from '@testing-library/react'
+import userEvent from '@testing-library/user-event'
+import { afterEach, beforeEach, expect, it, vi } from 'vitest'
+
+import { STATUS_QUERY_KEY, type StatusData } from '@/lib/status-query'
+
+import { ApiKeysPrimaryButtons } from '../api-keys-primary-buttons'
+import { ApiKeysProvider } from '../api-keys-provider'
+
+let client: QueryClient
+
+beforeEach(() => {
+  localStorage.clear()
+  client = new QueryClient({
+    defaultOptions: { queries: { enabled: false, retry: false } },
+  })
+})
+
+afterEach(() => {
+  cleanup()
+  client.clear()
+  localStorage.clear()
+})
+
+function renderAddresses(status: StatusData) {
+  client.setQueryData(STATUS_QUERY_KEY, status)
+  return render(
+    <QueryClientProvider client={client}>
+      <ApiKeysProvider>
+        <ApiKeysPrimaryButtons />
+      </ApiKeysProvider>
+    </QueryClientProvider>
+  )
+}
+
+it('shows every configured address and copies only the chosen visible URL', async () => {
+  const user = userEvent.setup()
+  const writeText = vi.spyOn(navigator.clipboard, 'writeText')
+  renderAddresses({
+    server_address: 'https://console.example.com',
+    api_info_enabled: true,
+    api_info: [
+      {
+        route: 'Global',
+        description: 'Worldwide access',
+        url: 'https://api.example.com/v1',
+        color: 'blue',
+      },
+      {
+        route: 'Asia',
+        description: 'Regional access',
+        url: 'https://asia.example.com/gateway/v1/',
+        color: 'green',
+      },
+    ],
+  })
+
+  await user.click(screen.getByRole('button', { name: 'API Addresses' }))
+  const dialog = await screen.findByRole('dialog', { name: 'API Addresses' })
+  const rows = within(dialog).getAllByRole('listitem')
+  expect(rows).toHaveLength(2)
+  expect(rows[0]).toHaveTextContent('Global')
+  expect(rows[0]).toHaveTextContent('Worldwide access')
+  expect(within(rows[0]).getByText('https://api.example.com/v1')).toBeVisible()
+  expect(rows[1]).toHaveTextContent('Asia')
+  expect(rows[1]).toHaveTextContent('Regional access')
+  expect(
+    within(rows[1]).getByText('https://asia.example.com/gateway/v1/')
+  ).toBeVisible()
+  expect(writeText).not.toHaveBeenCalled()
+
+  await user.click(
+    within(rows[1]).getByRole('button', {
+      name: 'Copy API URL: https://asia.example.com/gateway/v1/',
+    })
+  )
+  expect(writeText).toHaveBeenCalledWith('https://asia.example.com/gateway/v1/')
+  expect(
+    await within(rows[1]).findByRole('button', { name: 'Copied' })
+  ).toBeVisible()
+  expect(
+    within(rows[0]).getByRole('button', {
+      name: 'Copy API URL: https://api.example.com/v1',
+    })
+  ).toBeVisible()
+})
+
+it.each([
+  {
+    status: {
+      api_info: [],
+      server_address: 'https://gateway.example.com/proxy/',
+    },
+    label: 'Default API address',
+    url: 'https://gateway.example.com/proxy/',
+  },
+  {
+    status: { api_info: [] },
+    label: 'Current domain',
+    url: window.location.origin,
+  },
+  {
+    status: {
+      api_info_enabled: false,
+      api_info: [
+        {
+          route: 'Hidden',
+          description: 'Disabled address',
+          url: 'https://hidden.example.com',
+          color: 'blue',
+        },
+      ],
+      server_address: 'https://gateway.example.com',
+    },
+    label: 'Default API address',
+    url: 'https://gateway.example.com',
+  },
+])(
+  'shows and copies the fallback $label when no configured addresses are available',
+  async ({ status, label, url }) => {
+    const user = userEvent.setup()
+    const writeText = vi.spyOn(navigator.clipboard, 'writeText')
+    renderAddresses(status)
+
+    await user.tab()
+    const trigger = screen.getByRole('button', { name: 'API Addresses' })
+    expect(trigger).toHaveFocus()
+    await user.keyboard('{Enter}')
+    const dialog = await screen.findByRole('dialog', { name: 'API Addresses' })
+    expect(trigger).toHaveAttribute('aria-expanded', 'true')
+    expect(within(dialog).getAllByRole('listitem')).toHaveLength(1)
+    expect(within(dialog).getByText(label)).toBeVisible()
+    expect(within(dialog).getByText(url)).toBeVisible()
+    const copy = within(dialog).getByRole('button', {
+      name: `Copy API URL: ${url}`,
+    })
+    await waitFor(() => expect(copy).toHaveFocus())
+    await user.keyboard('{Enter}')
+    expect(writeText).toHaveBeenCalledWith(url)
+    await user.keyboard('{Escape}')
+    await waitFor(() =>
+      expect(trigger).toHaveAttribute('aria-expanded', 'false')
+    )
+    expect(trigger).toHaveFocus()
+  }
+)
+
+it('keeps long addresses readable within the scrollable panel and updates when configuration changes', async () => {
+  const user = userEvent.setup()
+  const url =
+    'https://regional-api-gateway.example.com/organization/production/openai-compatible/v1/'
+  renderAddresses({
+    api_info: [
+      {
+        route: 'Regional gateway',
+        description: 'Regional production gateway',
+        url,
+        color: 'blue',
+      },
+    ],
+  })
+  await user.click(screen.getByRole('button', { name: 'API Addresses' }))
+  const dialog = await screen.findByRole('dialog', { name: 'API Addresses' })
+  expect(dialog).toHaveClass('max-w-[calc(100vw-2rem)]', 'overflow-y-auto')
+  expect(within(dialog).getByText(url)).toHaveClass('break-all')
+  expect(within(dialog).getByText(url)).not.toHaveClass('truncate')
+
+  act(() => {
+    client.setQueryData(STATUS_QUERY_KEY, {
+      api_info: [
+        {
+          route: 'Replacement',
+          description: 'Updated gateway',
+          url: 'https://new.example.com',
+          color: 'blue',
+        },
+      ],
+    })
+  })
+  expect(
+    await within(dialog).findByText('https://new.example.com')
+  ).toBeVisible()
+  expect(within(dialog).queryByText(url)).not.toBeInTheDocument()
+  await user.click(
+    within(dialog).getByRole('button', {
+      name: 'Copy API URL: https://new.example.com',
+    })
+  )
+  expect(await navigator.clipboard.readText()).toBe('https://new.example.com')
+})
diff --git a/web/src/features/keys/components/__tests__/api-keys-mutate-drawer.test.tsx b/web/src/features/keys/components/__tests__/api-keys-mutate-drawer.test.tsx
index f467470..59eac84 100644
--- a/web/src/features/keys/components/__tests__/api-keys-mutate-drawer.test.tsx
+++ b/web/src/features/keys/components/__tests__/api-keys-mutate-drawer.test.tsx
@@ -16,7 +16,14 @@ along with this program. If not, see <https://www.gnu.org/licenses/>.
 
 For commercial licensing, please contact support@quantumnous.com
 */
-import { fireEvent, render, screen, waitFor } from '@testing-library/react'
+import {
+  fireEvent,
+  render,
+  screen,
+  waitFor,
+  within,
+} from '@testing-library/react'
+import userEvent from '@testing-library/user-event'
 import { afterEach, describe, expect, test } from 'vitest'
 
 const { createInstance } = await import('i18next')
@@ -194,6 +201,36 @@ afterEach(() => {
 })
 
 describe('API keys unified routing pool', () => {
+  test('submits the automatic group blacklist only after the API key is saved', async () => {
+    const user = userEvent.setup()
+    const payloads: Array<Record<string, unknown>> = []
+    installApiFixtures(payloads)
+    await renderCreateDrawer()
+    changeInput(getControlByLabel('Name'), 'blacklist-key')
+    await user.click(screen.getByText('Add group'))
+    await user.click(
+      await screen.findByRole('option', { name: /Automatic grouping/ })
+    )
+    await user.click(screen.getByRole('button', { name: 'Settings' }))
+    const input = screen.getByRole('combobox', {
+      name: 'Select groups to exclude',
+    })
+    await user.click(input)
+    await user.type(input, 'vip')
+    await user.click(await screen.findByRole('option', { name: 'vip' }))
+    expect(screen.getByRole('button', { name: 'Clear' })).toBeEnabled()
+    await user.click(screen.getByRole('button', { name: /^Save$/ }))
+    expect(payloads).toHaveLength(0)
+    await user.click(screen.getByRole('button', { name: 'Settings' }))
+    expect(screen.getByRole('button', { name: 'Clear' })).toBeEnabled()
+    await user.click(screen.getByRole('button', { name: /^Save$/ }))
+    await user.click(findButton('Save changes', true))
+    await waitFor(() => expect(payloads).toHaveLength(1))
+    expect(payloads[0].routing_policy).toMatchObject({
+      mode: 'smart',
+      excluded_groups: ['vip'],
+    })
+  })
   test('saves group degradation switching independently from response model detection', async () => {
     const createdPayloads: Array<Record<string, unknown>> = []
     installApiFixtures(createdPayloads)
@@ -258,7 +295,9 @@ describe('API keys unified routing pool', () => {
     expect(
       screen.getByRole('region', { name: 'Group pool' })
     ).toHaveTextContent('Add group')
-    expect(findButton('Preset: Astra prefers preferred-group', true)).toBeDisabled()
+    expect(
+      findButton('Preset: Astra prefers selected group', true)
+    ).toBeDisabled()
     changeInput(getControlByLabel('Name'), 'batch')
     changeInput(getControlByLabel('Quantity'), '2')
     fireEvent.click(findButton('Save changes', true))
@@ -305,6 +344,64 @@ describe('API keys unified routing pool', () => {
     })
   })
 
+  test('uses the selected pool group for Astra and preserves other model rules', async () => {
+    const user = userEvent.setup()
+    const payloads: Array<Record<string, unknown>> = []
+    installApiFixtures(payloads)
+    await renderCreateDrawer()
+    fireEvent.click(findButton('Add model rule', true))
+    changeInput(
+      screen.getByRole('combobox', { name: 'Model name' }),
+      'custom-model'
+    )
+    const preset = findButton('Preset: Astra prefers selected group', true)
+    expect(preset).toBeDisabled()
+    await user.click(
+      within(
+        screen.getByRole('group', { name: 'Astra preferred group' })
+      ).getByRole('combobox')
+    )
+    await user.click(await screen.findByRole('option', { name: /default/ }))
+    expect(preset).toBeEnabled()
+    await user.click(preset)
+    expect(preset).toBeDisabled()
+    changeInput(getControlByLabel('Name'), 'generic-astra-rule')
+    fireEvent.click(findButton('Save changes', true))
+    await waitFor(() => expect(payloads).toHaveLength(1))
+    expect(payloads[0]?.routing_policy).toMatchObject({
+      model_rules: [
+        { model: 'custom-model', groups: [{ group: 'vip', priority: 0 }] },
+        { model: 'gpt-6-astra', groups: [{ group: 'default', priority: 0 }] },
+      ],
+    })
+  })
+
+  test('invalidates the selected Astra target when it leaves the pool', async () => {
+    const user = userEvent.setup()
+    installApiFixtures([])
+    await renderCreateDrawer()
+    const preset = findButton('Preset: Astra prefers selected group', true)
+    await user.click(
+      within(
+        screen.getByRole('group', { name: 'Astra preferred group' })
+      ).getByRole('combobox')
+    )
+    await user.click(await screen.findByRole('option', { name: /vip/ }))
+    expect(preset).toBeEnabled()
+    fireEvent.click(screen.getAllByRole('button', { name: 'Delete vip' })[0])
+    expect(preset).toBeDisabled()
+    await user.click(
+      within(
+        screen.getByRole('group', { name: 'Astra preferred group' })
+      ).getByRole('combobox')
+    )
+    expect(
+      screen.queryByRole('option', { name: /vip/ })
+    ).not.toBeInTheDocument()
+    await user.click(await screen.findByRole('option', { name: /default/ }))
+    expect(preset).toBeEnabled()
+  })
+
   test('removing a group removes its model-rule references', async () => {
     const createdPayloads: Array<Record<string, unknown>> = []
     installApiFixtures(createdPayloads)
@@ -355,3 +452,24 @@ test('disabling detection turns off switching and saves the independent opt-out'
   expect(createdPayloads[0]?.astra_auto_switch).toBe(false)
   expect(screen.queryByRole('alertdialog')).not.toBeInTheDocument()
 })
+
+describe('API keys mutate drawer user quota query switch', () => {
+  test('sends false for a new key after the switch, which starts on, is turned off', async () => {
+    const createdPayloads: Array<Record<string, unknown>> = []
+    installApiFixtures(createdPayloads)
+    await renderCreateDrawer()
+
+    fireEvent.click(findButton('Advanced Settings', true))
+    const quotaQuerySwitch = await screen.findByRole('switch', {
+      name: 'Allow querying user quota',
+    })
+    expect(quotaQuerySwitch).toBeChecked()
+    fireEvent.click(quotaQuerySwitch)
+    expect(quotaQuerySwitch).not.toBeChecked()
+
+    changeInput(getControlByLabel('Name'), 'no-user-quota')
+    fireEvent.click(findButton('Save changes', true))
+    await waitFor(() => expect(createdPayloads).toHaveLength(1))
+    expect(createdPayloads[0]?.allow_user_quota_query).toBe(false)
+  })
+})
diff --git a/web/src/features/keys/components/__tests__/automatic-routing-settings.test.tsx b/web/src/features/keys/components/__tests__/automatic-routing-settings.test.tsx
index 1947603..134d27a 100644
--- a/web/src/features/keys/components/__tests__/automatic-routing-settings.test.tsx
+++ b/web/src/features/keys/components/__tests__/automatic-routing-settings.test.tsx
@@ -5,11 +5,13 @@ import {
   screen,
   waitFor,
 } from '@testing-library/react'
+import userEvent from '@testing-library/user-event'
 import { t } from 'i18next'
 import { useState } from 'react'
 import { afterEach, expect, it, vi } from 'vitest'
 
 import type { RoutingPolicy } from '../../types'
+import { AutomaticRoutingSettings } from '../automatic-routing-settings'
 import { RoutingPoolEditor } from '../routing-pool-editor'
 
 afterEach(() => {
@@ -17,6 +19,134 @@ afterEach(() => {
   vi.restoreAllMocks()
 })
 
+it('saves throughput preference without changing quality filtering or blacklist settings', () => {
+  const save = vi.fn()
+  render(
+    <AutomaticRoutingSettings
+      policy={{
+        version: 1,
+        mode: 'smart',
+        groups: [],
+        model_rules: [],
+        auto_preference: 'speed',
+        allow_degraded: false,
+        excluded_groups: ['backup'],
+      }}
+      groups={[]}
+      onSave={save}
+      onClose={vi.fn()}
+    />
+  )
+  fireEvent.click(
+    screen.getByRole('radio', { name: new RegExp(t('High throughput first')) })
+  )
+  fireEvent.click(screen.getByRole('button', { name: t('Save') }))
+  expect(save).toHaveBeenCalledWith(
+    expect.objectContaining({
+      auto_preference: 'throughput',
+      allow_degraded: false,
+      excluded_groups: ['backup'],
+    })
+  )
+})
+
+it('searches and saves multiple excluded groups while preserving unavailable selections', async () => {
+  const user = userEvent.setup()
+  const save = vi.fn()
+  render(
+    <AutomaticRoutingSettings
+      policy={{
+        version: 1,
+        mode: 'smart',
+        groups: [],
+        model_rules: [],
+        excluded_groups: ['removed-group'],
+      }}
+      groups={[
+        { value: 'auto', label: 'Automatic grouping' },
+        { value: 'primary', label: 'Primary' },
+        { value: 'backup', label: 'Backup' },
+      ]}
+      onSave={save}
+      onClose={vi.fn()}
+    />
+  )
+  expect(screen.getByText('removed-group')).toBeVisible()
+  const input = screen.getByRole('combobox', {
+    name: t('Select groups to exclude'),
+  })
+  await user.click(input)
+  expect(
+    screen.queryByRole('option', { name: 'Automatic grouping' })
+  ).not.toBeInTheDocument()
+  await user.type(input, 'Primary')
+  await user.click(await screen.findByRole('option', { name: 'Primary' }))
+  await user.clear(input)
+  await user.click(input)
+  await user.click(await screen.findByRole('option', { name: 'Backup' }))
+  await user.keyboard('{Escape}')
+  await user.click(screen.getByRole('button', { name: t('Save') }))
+  expect(save).toHaveBeenCalledWith(
+    expect.objectContaining({
+      excluded_groups: ['removed-group', 'primary', 'backup'],
+    })
+  )
+})
+
+it('clears a blacklist and cancels changes without saving', async () => {
+  const user = userEvent.setup()
+  const save = vi.fn()
+  const close = vi.fn()
+  render(
+    <AutomaticRoutingSettings
+      policy={{
+        version: 1,
+        mode: 'smart',
+        groups: [],
+        model_rules: [],
+        excluded_groups: ['removed-group'],
+      }}
+      groups={[]}
+      onSave={save}
+      onClose={close}
+    />
+  )
+  await user.click(screen.getByRole('button', { name: t('Clear') }))
+  expect(screen.queryByText('removed-group')).not.toBeInTheDocument()
+  expect(screen.getByRole('button', { name: t('Clear') })).toBeDisabled()
+  await user.click(screen.getByRole('button', { name: t('Cancel') }))
+  expect(save).not.toHaveBeenCalled()
+  expect(close).toHaveBeenCalledOnce()
+})
+
+it('removes an unavailable selection with the keyboard and saves the empty blacklist', async () => {
+  const user = userEvent.setup()
+  const save = vi.fn()
+  render(
+    <AutomaticRoutingSettings
+      policy={{
+        version: 1,
+        mode: 'smart',
+        groups: [],
+        model_rules: [],
+        excluded_groups: ['removed-group'],
+      }}
+      groups={[]}
+      onSave={save}
+      onClose={vi.fn()}
+    />
+  )
+  await user.click(
+    screen.getByRole('combobox', { name: t('Select groups to exclude') })
+  )
+  await user.keyboard('{Backspace}{Backspace}')
+  await user.keyboard('{Escape}')
+  await user.click(screen.getByRole('button', { name: t('Save') }))
+  expect(save).toHaveBeenCalledWith(
+    expect.objectContaining({ excluded_groups: [] })
+  )
+})
+
 it('puts automatic grouping first, edits settings, and restores the manual pool', async () => {
   const changed = vi.fn()
   function Form() {
diff --git a/web/src/features/keys/components/__tests__/group-personalization.test.tsx b/web/src/features/keys/components/__tests__/group-personalization.test.tsx
index 65ac639..9352e79 100644
--- a/web/src/features/keys/components/__tests__/group-personalization.test.tsx
+++ b/web/src/features/keys/components/__tests__/group-personalization.test.tsx
@@ -52,6 +52,7 @@ it('searches tags and distinguishes automatic degradation from manual tags', asy
           label: 'Key',
           tags: ['打野', '近期降智'],
           recent_degraded: true,
+          vision_unavailable: true,
           ratio: 0.2,
           base_ratio: 0.27,
           has_personal_ratio: true,
@@ -74,6 +75,10 @@ it('searches tags and distinguishes automatic degradation from manual tags', asy
   ).toBeVisible()
   expect(screen.getByText('0.27x').tagName).toBe('DEL')
   expect(screen.getByText(t('Personal rate'))).toBeVisible()
+  expect(screen.getByText(t('Incomplete capability'))).toHaveAttribute(
+    'title',
+    t('Image input unavailable')
+  )
 })
 it('does not present higher or equal personal multipliers as discounts', () => {
   const result = render(
diff --git a/web/src/features/keys/components/api-key-group-cell.tsx b/web/src/features/keys/components/api-key-group-cell.tsx
index 243d23f..f0dce97 100644
--- a/web/src/features/keys/components/api-key-group-cell.tsx
+++ b/web/src/features/keys/components/api-key-group-cell.tsx
@@ -57,6 +57,7 @@ export function ApiKeyGroupCell(props: ApiKeyGroupCellProps) {
           group={group}
           ratio={ratio}
           ratioLabel={group ? undefined : t('Inherited')}
+          type='text'
           className='px-0'
           containerClassName={cn('gap-3', isMobile && 'w-full justify-between')}
         />
diff --git a/web/src/features/keys/components/api-key-group-combobox.tsx b/web/src/features/keys/components/api-key-group-combobox.tsx
index 9bc42cb..f8a5c5a 100644
--- a/web/src/features/keys/components/api-key-group-combobox.tsx
+++ b/web/src/features/keys/components/api-key-group-combobox.tsx
@@ -53,6 +53,7 @@ export type ApiKeyGroupOption = {
   has_personal_ratio?: boolean
   tags?: string[]
   recent_degraded?: boolean
+  vision_unavailable?: boolean
 }
 
 type ApiKeyGroupComboboxProps = {
@@ -90,7 +91,9 @@ export function ApiKeyGroupCombobox({
         ratioText.includes(search) ||
         option.tags?.some((tag) => tag.toLowerCase().includes(search)) ||
         (option.recent_degraded &&
-          t('Recent degradation').toLowerCase().includes(search))
+          t('Recent degradation').toLowerCase().includes(search)) ||
+        (option.vision_unavailable &&
+          t('Incomplete capability').toLowerCase().includes(search))
       )
     })
   }, [options, searchValue, t])
@@ -134,6 +137,7 @@ export function ApiKeyGroupCombobox({
             <GroupTags
               tags={selectedOption?.tags}
               recent={selectedOption?.recent_degraded}
+              visionUnavailable={selectedOption?.vision_unavailable}
             />
             {selectedOption?.desc && (
               <span className='text-muted-foreground block truncate text-[11px] sm:text-xs'>
@@ -208,6 +212,7 @@ export function ApiKeyGroupCombobox({
                       <GroupTags
                         tags={option.tags}
                         recent={option.recent_degraded}
+                        visionUnavailable={option.vision_unavailable}
                       />
                       {option.desc && (
                         <span className='text-muted-foreground block truncate text-xs'>
diff --git a/web/src/features/keys/components/api-keys-columns.tsx b/web/src/features/keys/components/api-keys-columns.tsx
index f8cd1af..453da25 100644
--- a/web/src/features/keys/components/api-keys-columns.tsx
+++ b/web/src/features/keys/components/api-keys-columns.tsx
@@ -46,6 +46,7 @@ import {
 import { ApiKeysClockContext } from './api-keys-clock-context'
 import { DataTableRowActions } from './data-table-row-actions'
 
+
 function useGroupRatios(): Record<string, number | string> {
   const { data } = useQuery({
     queryKey: ['user-groups'],
diff --git a/web/src/features/keys/components/api-keys-mutate-drawer.tsx b/web/src/features/keys/components/api-keys-mutate-drawer.tsx
index 22ec331..273b1cc 100644
--- a/web/src/features/keys/components/api-keys-mutate-drawer.tsx
+++ b/web/src/features/keys/components/api-keys-mutate-drawer.tsx
@@ -67,7 +67,10 @@ import { useStatus } from '@/hooks/use-status'
 import { getUserModels, getUserGroups } from '@/lib/api'
 import { getCurrencyDisplay, getCurrencyLabel } from '@/lib/currency'
 import { handleServerError } from '@/lib/handle-server-error'
-import { requireServerSuccess } from '@/lib/server-error-message'
+import {
+  requireServerSuccess,
+  translateServerText,
+} from '@/lib/server-error-message'
 import { cn } from '@/lib/utils'
 
 import {
@@ -164,14 +167,15 @@ export function ApiKeysMutateDrawer({
       Object.entries(groupsData?.data || {}).map(([key, info]) => ({
         value: key,
         label: key,
-        desc: info.desc || key,
+        desc: info.desc ? translateServerText(t, info.desc) : key,
         ratio: info.ratio,
         base_ratio: info.base_ratio,
         has_personal_ratio: info.has_personal_ratio,
         tags: info.tags,
         recent_degraded: info.recent_degraded,
+        vision_unavailable: info.vision_unavailable,
       })),
-    [groupsData]
+    [groupsData, t]
   )
   const backendHasAuto = groups.some((g) => g.value === 'auto')
   const availableAutoGroupNames = useMemo(
@@ -665,7 +669,7 @@ export function ApiKeysMutateDrawer({
                           </FormLabel>
                           <FormDescription>
                             {t(
-                              'For Astra requests, skip groups whose latest valid fingerprint or pelican result indicates degradation. Failed checks do not replace valid results; each check must recover or be reset. Groups with no valid result remain eligible.'
+                              'For Astra requests, skip groups whose latest valid fingerprint or vision result indicates degradation. Failed checks do not replace valid results; each check must recover or be reset. Groups with no valid result remain eligible.'
                             )}
                           </FormDescription>
                         </div>
@@ -689,7 +693,7 @@ export function ApiKeysMutateDrawer({
                           </FormLabel>
                           <FormDescription>
                             {t(
-                              'Uses the group Astra fingerprint and pelican checks; other models have not been individually tested. Off by default.'
+                              'Uses the group Astra fingerprint and vision checks; other models have not been individually tested. Off by default.'
                             )}
                           </FormDescription>
                         </div>
@@ -788,6 +792,31 @@ export function ApiKeysMutateDrawer({
                         </FormItem>
                       )}
                     />
+
+                    <FormField
+                      control={form.control}
+                      name='allow_user_quota_query'
+                      render={({ field }) => (
+                        <FormItem className={sideDrawerSwitchItemClassName()}>
+                          <div className='flex flex-col gap-0.5'>
+                            <FormLabel className='text-sm'>
+                              {t('Allow querying user quota')}
+                            </FormLabel>
+                            <FormDescription className='text-xs'>
+                              {t(
+                                "When enabled, this API key can be used to check your account's remaining and used quota."
+                              )}
+                            </FormDescription>
+                          </div>
+                          <FormControl>
+                            <Switch
+                              checked={field.value}
+                              onCheckedChange={field.onChange}
+                            />
+                          </FormControl>
+                        </FormItem>
+                      )}
+                    />
                   </div>
                 </CollapsibleContent>
               </SideDrawerSection>
diff --git a/web/src/features/keys/components/api-keys-primary-buttons.tsx b/web/src/features/keys/components/api-keys-primary-buttons.tsx
index da68dc2..01c0c5e 100644
--- a/web/src/features/keys/components/api-keys-primary-buttons.tsx
+++ b/web/src/features/keys/components/api-keys-primary-buttons.tsx
@@ -16,18 +16,102 @@ along with this program. If not, see <https://www.gnu.org/licenses/>.
 
 For commercial licensing, please contact support@quantumnous.com
 */
-import { Plus } from 'lucide-react'
+import { ChevronDown, Globe, Plus } from 'lucide-react'
 import { useTranslation } from 'react-i18next'
 
+import { CopyButton } from '@/components/copy-button'
+import { LoadingState } from '@/components/loading-state'
 import { Button } from '@/components/ui/button'
+import {
+  Item,
+  ItemActions,
+  ItemContent,
+  ItemDescription,
+  ItemGroup,
+  ItemTitle,
+} from '@/components/ui/item'
+import {
+  Popover,
+  PopoverContent,
+  PopoverTitle,
+  PopoverTrigger,
+} from '@/components/ui/popover'
+import { useApiInfo } from '@/features/dashboard/hooks/use-status-data'
+import { useStatus } from '@/hooks/use-status'
 
 import { useApiKeys } from './api-keys-provider'
 
 export function ApiKeysPrimaryButtons() {
   const { t } = useTranslation()
   const { setOpen } = useApiKeys()
+  const { status, loading } = useStatus()
+  const { items } = useApiInfo()
+  const serverAddress =
+    (typeof status?.server_address === 'string' &&
+      status.server_address.trim()) ||
+    ''
+  const addresses = items.length
+    ? items
+    : [
+        {
+          url: serverAddress || window.location.origin,
+          route: serverAddress ? t('Default API address') : t('Current domain'),
+          description: '',
+        },
+      ]
+
   return (
-    <div className='flex gap-2'>
+    <div className='flex flex-wrap gap-2'>
+      <Popover>
+        <PopoverTrigger render={<Button variant='outline' size='sm' />}>
+          <Globe aria-hidden='true' />
+          {t('API Addresses')}
+          <ChevronDown aria-hidden='true' />
+        </PopoverTrigger>
+        <PopoverContent
+          align='end'
+          className='max-h-[min(28rem,var(--available-height))] w-96 max-w-[calc(100vw-2rem)] overflow-y-auto'
+        >
+          <PopoverTitle>{t('API Addresses')}</PopoverTitle>
+          {loading ? (
+            <LoadingState inline size='sm' message={t('Loading...')} />
+          ) : (
+            <ItemGroup>
+              {addresses.map((address) => (
+                <Item
+                  key={address.url}
+                  role='listitem'
+                  variant='muted'
+                  size='xs'
+                  className='flex-nowrap items-start'
+                >
+                  <ItemContent className='min-w-0 gap-1'>
+                    <ItemTitle className='line-clamp-none break-all'>
+                      {address.route}
+                    </ItemTitle>
+                    <code className='text-xs break-all select-text'>
+                      {address.url}
+                    </code>
+                    {address.description && (
+                      <ItemDescription className='line-clamp-none break-words'>
+                        {address.description}
+                      </ItemDescription>
+                    )}
+                  </ItemContent>
+                  <ItemActions>
+                    <CopyButton
+                      value={address.url}
+                      size='sm'
+                      tooltip={t('Copy API URL')}
+                      aria-label={`${t('Copy API URL')}: ${address.url}`}
+                    />
+                  </ItemActions>
+                </Item>
+              ))}
+            </ItemGroup>
+          )}
+        </PopoverContent>
+      </Popover>
       <Button size='sm' onClick={() => setOpen('create')}>
         <Plus className='h-4 w-4' />
         {t('Create API Key')}
diff --git a/web/src/features/keys/components/auto-group-order-editor.tsx b/web/src/features/keys/components/auto-group-order-editor.tsx
index c14c675..753d814 100644
--- a/web/src/features/keys/components/auto-group-order-editor.tsx
+++ b/web/src/features/keys/components/auto-group-order-editor.tsx
@@ -16,23 +16,13 @@ along with this program. If not, see <https://www.gnu.org/licenses/>.
 
 For commercial licensing, please contact support@quantumnous.com
 */
-import {
-  ArrowDown01Icon,
-  ArrowRight01Icon,
-  ArrowUp01Icon,
-  Cancel01Icon,
-  Drag01Icon,
-} from '@hugeicons/core-free-icons'
+import { ArrowRight01Icon } from '@hugeicons/core-free-icons'
 import { HugeiconsIcon } from '@hugeicons/react'
-import { Reorder, useDragControls } from 'motion/react'
-import {
-  useMemo,
-  type ComponentProps,
-  type KeyboardEvent,
-  type PointerEvent,
-} from 'react'
+import { Reorder } from 'motion/react'
+import { useMemo, type ComponentProps } from 'react'
 import { useTranslation } from 'react-i18next'
 
+import { AutoGroupOrderItem } from '@/components/auto-group-order-item'
 import { Button } from '@/components/ui/button'
 import {
   Empty,
@@ -61,101 +51,6 @@ type AutoGroupOrderEditorProps = Omit<ComponentProps<'div'>, 'onChange'> & {
   'data-form-root'?: string
 }
 
-type AutoGroupOrderItemProps = {
-  group: string
-  index: number
-  count: number
-  onMove: (index: number, direction: 'up' | 'down') => void
-  onRemove: (group: string) => void
-}
-
-function AutoGroupOrderItem(props: AutoGroupOrderItemProps) {
-  const { t } = useTranslation()
-  const dragControls = useDragControls()
-
-  const handleDragStart = (event: PointerEvent<HTMLButtonElement>) => {
-    dragControls.start(event)
-  }
-
-  const handleDragKeyDown = (event: KeyboardEvent<HTMLButtonElement>) => {
-    if (event.key === 'ArrowUp') {
-      event.preventDefault()
-      props.onMove(props.index, 'up')
-    }
-    if (event.key === 'ArrowDown') {
-      event.preventDefault()
-      props.onMove(props.index, 'down')
-    }
-  }
-
-  return (
-    <Reorder.Item
-      value={props.group}
-      dragListener={false}
-      dragControls={dragControls}
-      className='bg-background flex items-center gap-2 rounded-lg border p-2'
-    >
-      <Button
-        type='button'
-        variant='ghost'
-        size='icon-sm'
-        className='text-muted-foreground cursor-grab touch-none font-mono active:cursor-grabbing'
-        aria-label={t('Drag {{group}} to reorder', { group: props.group })}
-        onPointerDown={handleDragStart}
-        onKeyDown={handleDragKeyDown}
-      >
-        <HugeiconsIcon icon={Drag01Icon} strokeWidth={2} aria-hidden='true' />
-      </Button>
-      <span className='min-w-0 flex-1 truncate text-sm font-medium'>
-        {props.group}
-      </span>
-      <div className='flex shrink-0 gap-1'>
-        <Button
-          type='button'
-          variant='ghost'
-          size='icon-sm'
-          disabled={props.index === 0}
-          aria-label={t('Move {{group}} up', { group: props.group })}
-          onClick={() => props.onMove(props.index, 'up')}
-        >
-          <HugeiconsIcon
-            icon={ArrowUp01Icon}
-            strokeWidth={2}
-            aria-hidden='true'
-          />
-        </Button>
-        <Button
-          type='button'
-          variant='ghost'
-          size='icon-sm'
-          disabled={props.index === props.count - 1}
-          aria-label={t('Move {{group}} down', { group: props.group })}
-          onClick={() => props.onMove(props.index, 'down')}
-        >
-          <HugeiconsIcon
-            icon={ArrowDown01Icon}
-            strokeWidth={2}
-            aria-hidden='true'
-          />
-        </Button>
-        <Button
-          type='button'
-          variant='ghost'
-          size='icon-sm'
-          aria-label={t('Remove {{group}}', { group: props.group })}
-          onClick={() => props.onRemove(props.group)}
-        >
-          <HugeiconsIcon
-            icon={Cancel01Icon}
-            strokeWidth={2}
-            aria-hidden='true'
-          />
-        </Button>
-      </div>
-    </Reorder.Item>
-  )
-}
-
 export function AutoGroupOrderEditor(props: AutoGroupOrderEditorProps) {
   const { t } = useTranslation()
   const maxCount =
diff --git a/web/src/features/keys/components/automatic-routing-settings.tsx b/web/src/features/keys/components/automatic-routing-settings.tsx
index 114fbe0..169c9ed 100644
--- a/web/src/features/keys/components/automatic-routing-settings.tsx
+++ b/web/src/features/keys/components/automatic-routing-settings.tsx
@@ -2,6 +2,7 @@ import { useId, useState } from 'react'
 import { useTranslation } from 'react-i18next'
 
 import { Dialog } from '@/components/dialog'
+import { MultiSelect, type Option } from '@/components/multi-select'
 import { Button } from '@/components/ui/button'
 import { Label } from '@/components/ui/label'
 import { RadioGroup, RadioGroupItem } from '@/components/ui/radio-group'
@@ -11,6 +12,7 @@ import type { RoutingPolicy } from '../types'
 
 type Props = {
   policy: RoutingPolicy
+  groups?: Option[]
   onSave: (policy: RoutingPolicy) => void
   onClose: () => void
 }
@@ -27,6 +29,18 @@ export function AutomaticRoutingSettings(props: Props) {
   const [skipNonAstra, setSkipNonAstra] = useState(
     props.policy.skip_degraded_non_astra ?? false
   )
+  const [excludedGroups, setExcludedGroups] = useState(
+    props.policy.excluded_groups ?? []
+  )
+  const groupOptions = (props.groups ?? []).filter(
+    (group) => group.value !== 'auto'
+  )
+  const options = [
+    ...groupOptions,
+    ...excludedGroups
+      .filter((group) => !groupOptions.some((option) => option.value === group))
+      .map((group) => ({ value: group, label: group })),
+  ]
   return (
     <Dialog
       open
@@ -50,6 +64,7 @@ export function AutomaticRoutingSettings(props: Props) {
                 auto_preference: preference,
                 allow_degraded: allowDegraded,
                 skip_degraded_non_astra: skipNonAstra,
+                excluded_groups: excludedGroups,
               })
               props.onClose()
             }}
@@ -60,11 +75,45 @@ export function AutomaticRoutingSettings(props: Props) {
       }
     >
       <div className='space-y-5'>
+        <div className='space-y-2'>
+          <div className='flex items-center justify-between gap-3'>
+            <Label htmlFor={`${id}-excluded-groups`}>
+              {t('Group blacklist')}
+            </Label>
+            <Button
+              type='button'
+              variant='ghost'
+              size='sm'
+              disabled={!excludedGroups.length}
+              onClick={() => setExcludedGroups([])}
+            >
+              {t('Clear')}
+            </Button>
+          </div>
+          <MultiSelect
+            id={`${id}-excluded-groups`}
+            options={options}
+            selected={excludedGroups}
+            onChange={setExcludedGroups}
+            placeholder={t('Select groups to exclude')}
+            maxVisibleChips={6}
+          />
+          <p className='text-muted-foreground text-xs'>
+            {t(
+              'Excluded groups are never used by automatic grouping, including retries. If no groups remain, the request fails.'
+            )}
+          </p>
+        </div>
         <RadioGroup
           value={preference}
           aria-label={t('Routing preference')}
           onValueChange={(value) => {
-            if (value === 'cost' || value === 'speed' || value === 'stable') {
+            if (
+              value === 'cost' ||
+              value === 'speed' ||
+              value === 'throughput' ||
+              value === 'stable'
+            ) {
               setPreference(value)
             }
           }}
@@ -113,6 +162,22 @@ export function AutomaticRoutingSettings(props: Props) {
               </span>
             </span>
           </Label>
+          <Label
+            htmlFor={`${id}-throughput`}
+            className='flex cursor-pointer items-start gap-3 rounded-lg border p-4'
+          >
+            <RadioGroupItem id={`${id}-throughput`} value='throughput' />
+            <span>
+              <span className='block font-medium'>
+                {t('High throughput first')}
+              </span>
+              <span className='text-muted-foreground mt-1 block text-xs'>
+                {t(
+                  'Prefer the highest average throughput of the latest 30 valid calls for the requested model. Use model tests when no call samples exist; unmeasured groups rank last.'
+                )}
+              </span>
+            </span>
+          </Label>
         </RadioGroup>
         <div className='flex items-center justify-between gap-4 rounded-lg border p-4'>
           <div className='space-y-1'>
@@ -121,7 +186,7 @@ export function AutomaticRoutingSettings(props: Props) {
             </Label>
             <p className='text-muted-foreground text-xs'>
               {t(
-                'Enabled by default for gpt-6-astra. Keep the last valid fingerprint and pelican conclusions until recovery or reset. Failed checks do not clear them.'
+                'Enabled by default for gpt-6-astra. Keep the last valid fingerprint and vision conclusions until recovery or reset. Failed checks do not clear them.'
               )}
             </p>
           </div>
@@ -138,7 +203,7 @@ export function AutomaticRoutingSettings(props: Props) {
             </Label>
             <p className='text-muted-foreground text-xs'>
               {t(
-                'Uses the group Astra fingerprint and pelican checks; other models have not been individually tested. Off by default.'
+                'Uses the group Astra fingerprint and vision checks; other models have not been individually tested. Off by default.'
               )}
             </p>
           </div>
@@ -151,7 +216,7 @@ export function AutomaticRoutingSettings(props: Props) {
         </div>
         <p className='text-muted-foreground text-xs'>
           {t(
-            'Speed uses recent streaming model tests; stability uses request statistics. Price uses effective multipliers.'
+            'Response speed uses recent streaming model tests; throughput uses the latest 30 valid model calls with model-test fallback. Stability uses request statistics. Price uses effective multipliers.'
           )}
         </p>
         <p className='text-muted-foreground text-xs'>
diff --git a/web/src/features/keys/components/dialogs/__tests__/cc-switch-dialog.test.tsx b/web/src/features/keys/components/dialogs/__tests__/cc-switch-dialog.test.tsx
new file mode 100644
index 0000000..857ae90
--- /dev/null
+++ b/web/src/features/keys/components/dialogs/__tests__/cc-switch-dialog.test.tsx
@@ -0,0 +1,127 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { QueryClient, QueryClientProvider } from '@tanstack/react-query'
+import { act, render, screen, waitFor } from '@testing-library/react'
+import userEvent from '@testing-library/user-event'
+import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
+
+import { CCSwitchDialog } from '../cc-switch-dialog'
+
+let queryClient: QueryClient
+
+beforeEach(() => {
+  queryClient = new QueryClient({
+    defaultOptions: { queries: { retry: false, gcTime: Infinity } },
+  })
+})
+
+afterEach(() => {
+  queryClient.clear()
+})
+
+function renderDialog(models = ['gpt-5.4', 'claude-sonnet-4-6']) {
+  queryClient.setQueryData(['user-models-ccswitch'], {
+    success: true,
+    data: models,
+  })
+  render(
+    <QueryClientProvider client={queryClient}>
+      <CCSwitchDialog open onOpenChange={vi.fn()} tokenKey='test-only' />
+    </QueryClientProvider>
+  )
+}
+
+describe('CC Switch model selection', () => {
+  it.each(['Claude', 'Codex', 'Gemini'])(
+    'opens %s models outside the clipping dialog and keeps the dialog open after selection',
+    async (app) => {
+      renderDialog()
+      const user = userEvent.setup()
+      await user.click(screen.getByRole('radio', { name: app }))
+      const input = screen.getByRole('combobox', { name: 'Primary Model' })
+
+      await user.click(input)
+
+      expect(input).toHaveAttribute('aria-expanded', 'true')
+      const list = await screen.findByRole('listbox')
+      const dialog = screen.getByRole('dialog', { name: 'Import to CC Switch' })
+      // The dialog is translated and clips overflow. Its popup must escape
+      // that containing block to remain aligned and fully visible.
+      expect(dialog).not.toContainElement(list)
+      await user.click(screen.getByRole('option', { name: 'gpt-5.4' }))
+      await waitFor(() => expect(input).toHaveValue('gpt-5.4'))
+      expect(input).toHaveAttribute('aria-expanded', 'false')
+      expect(dialog).toBeVisible()
+    }
+  )
+
+  it('filters model names and supports keyboard selection and Escape without closing the dialog', async () => {
+    renderDialog()
+    const user = userEvent.setup()
+    await user.click(screen.getByRole('radio', { name: 'Codex' }))
+    const input = screen.getByRole('combobox', { name: 'Primary Model' })
+    await user.click(input)
+    await user.type(input, 'sonnet')
+
+    expect(
+      screen.queryByRole('option', { name: 'gpt-5.4' })
+    ).not.toBeInTheDocument()
+    expect(
+      screen.getByRole('option', { name: 'claude-sonnet-4-6' })
+    ).toBeVisible()
+    await user.keyboard('{ArrowDown}{Enter}')
+    await waitFor(() => expect(input).toHaveValue('claude-sonnet-4-6'))
+    await user.click(input)
+    await user.keyboard('{Escape}')
+
+    expect(input).toHaveValue('claude-sonnet-4-6')
+    expect(input).toHaveAttribute('aria-expanded', 'false')
+    expect(screen.getByRole('dialog')).toBeVisible()
+  })
+
+  it('shows an empty result when no models are available and updates an open dropdown when models arrive', async () => {
+    renderDialog([])
+    const user = userEvent.setup()
+    await user.click(screen.getByRole('radio', { name: 'Codex' }))
+    const input = screen.getByRole('combobox', { name: 'Primary Model' })
+    await user.click(screen.getByRole('button', { name: 'Primary Model' }))
+
+    expect(await screen.findByText('No models found')).toBeVisible()
+    await act(async () => {
+      queryClient.setQueryData(['user-models-ccswitch'], {
+        success: true,
+        data: ['gpt-5.4'],
+      })
+    })
+    await user.click(await screen.findByRole('option', { name: 'gpt-5.4' }))
+    await waitFor(() => expect(input).toHaveValue('gpt-5.4'))
+  })
+
+  it('lets users edit the provider name without opening a model dropdown', async () => {
+    renderDialog()
+    const user = userEvent.setup()
+    const input = screen.getByRole('textbox', { name: 'Name' })
+
+    await user.clear(input)
+    await user.type(input, 'Development')
+
+    expect(input).toHaveValue('Development')
+    expect(screen.queryByRole('listbox')).not.toBeInTheDocument()
+  })
+})
diff --git a/web/src/features/keys/components/dialogs/cc-switch-dialog.tsx b/web/src/features/keys/components/dialogs/cc-switch-dialog.tsx
index 4aaa202..b62b430 100644
--- a/web/src/features/keys/components/dialogs/cc-switch-dialog.tsx
+++ b/web/src/features/keys/components/dialogs/cc-switch-dialog.tsx
@@ -222,6 +222,7 @@ export function CCSwitchDialog(props: Props) {
             >
               <ComboboxInput
                 id={`cc-switch-${field.key}`}
+                aria-label={t(field.labelKey)}
                 className='w-full'
                 placeholder={t('Select or enter model name')}
                 triggerAriaLabel={t(field.labelKey)}
diff --git a/web/src/features/keys/components/group-tags.tsx b/web/src/features/keys/components/group-tags.tsx
index 9715ad0..f5c8dd9 100644
--- a/web/src/features/keys/components/group-tags.tsx
+++ b/web/src/features/keys/components/group-tags.tsx
@@ -2,7 +2,11 @@ import { useTranslation } from 'react-i18next'
 
 import { Badge } from '@/components/ui/badge'
 
-export function GroupTags(props: { tags?: string[] | null; recent?: boolean }) {
+export function GroupTags(props: {
+  tags?: string[] | null
+  recent?: boolean
+  visionUnavailable?: boolean
+}) {
   const { t } = useTranslation()
   const tags = [...new Set(props.tags ?? [])].filter(
     (tag) =>
@@ -23,6 +27,11 @@ export function GroupTags(props: { tags?: string[] | null; recent?: boolean }) {
           {t('Recent degradation')} · {t('Auto')}
         </Badge>
       )}
+      {props.visionUnavailable && (
+        <Badge variant='warning' title={t('Image input unavailable')}>
+          {t('Incomplete capability')}
+        </Badge>
+      )}
     </span>
   )
 }
diff --git a/web/src/features/keys/components/routing-pool-editor.tsx b/web/src/features/keys/components/routing-pool-editor.tsx
index db49dc9..6a0fab8 100644
--- a/web/src/features/keys/components/routing-pool-editor.tsx
+++ b/web/src/features/keys/components/routing-pool-editor.tsx
@@ -59,6 +59,7 @@ export function RoutingPoolEditor({
   const ruleKeys = useRef<string[]>([])
   const nextRuleKey = useRef(0)
   const [settingsOpen, setSettingsOpen] = useState(false)
+  const [preferredGroup, setPreferredGroup] = useState('')
   const manualPolicy = useRef<RoutingPolicy | null>(null)
   const policy: RoutingPolicy = value ?? {
     version: 1,
@@ -73,9 +74,10 @@ export function RoutingPoolEditor({
     policy.mode === 'inherit'
       ? inherited.map((g, priority) => ({ group: g.value, priority }))
       : policy.groups
-  const presetGroup = ['preferred-group', 'example-preferred'].find((name) =>
-    groups.some((g) => g.group === name)
-  )
+  const presetGroup = groups.find((g) => g.group === preferredGroup)?.group
+  const canAddAstraRule =
+    policy.model_rules.length < 128 &&
+    !policy.model_rules.some((rule) => rule.model === 'gpt-6-astra')
   function change(next: RoutingPolicy) {
     revision.current++
     setPreview(null)
@@ -122,6 +124,10 @@ export function RoutingPoolEditor({
               {entry.group}
               <GroupTags
                 tags={options.find((g) => g.value === entry.group)?.tags}
+                visionUnavailable={
+                  options.find((g) => g.value === entry.group)
+                    ?.vision_unavailable
+                }
                 recent={
                   options.find((g) => g.value === entry.group)?.recent_degraded
                 }
@@ -383,16 +389,32 @@ export function RoutingPoolEditor({
             >
               {t('Add model rule')}
             </Button>
+            <div
+              className='min-w-0 flex-1 basis-full sm:max-w-64 sm:basis-auto'
+              role='group'
+              aria-label={t('Astra preferred group')}
+            >
+              <ApiKeyGroupCombobox
+                options={groups.map(
+                  (g) =>
+                    options.find((option) => option.value === g.group) ?? {
+                      value: g.group,
+                      label: g.group,
+                    }
+                )}
+                value={presetGroup}
+                onValueChange={setPreferredGroup}
+                placeholder={t('Astra preferred group')}
+                disabled={!groups.length || !canAddAstraRule}
+              />
+            </div>
             <Button
               type='button'
               size='sm'
               variant='outline'
-              disabled={
-                !presetGroup ||
-                policy.model_rules.some((r) => r.model === 'gpt-6-astra')
-              }
+              disabled={!presetGroup || !canAddAstraRule}
               onClick={() => {
-                if (presetGroup) {
+                if (presetGroup && canAddAstraRule) {
                   change({
                     ...policy,
                     mode: 'custom',
@@ -408,7 +430,7 @@ export function RoutingPoolEditor({
                 }
               }}
             >
-              {t('Preset: Astra prefers preferred-group')}
+              {t('Preset: Astra prefers selected group')}
             </Button>
           </div>
         </section>
@@ -416,6 +438,7 @@ export function RoutingPoolEditor({
       {settingsOpen && (
         <AutomaticRoutingSettings
           policy={policy}
+          groups={options}
           onSave={change}
           onClose={() => setSettingsOpen(false)}
         />
diff --git a/web/src/features/keys/lib/__tests__/auto-group-form.test.ts b/web/src/features/keys/lib/__tests__/auto-group-form.test.ts
index edc9ec8..87196ad 100644
--- a/web/src/features/keys/lib/__tests__/auto-group-form.test.ts
+++ b/web/src/features/keys/lib/__tests__/auto-group-form.test.ts
@@ -51,9 +51,43 @@ const baseApiKey: ApiKey = {
   model_limits_enabled: false,
   model_limits: '',
   allow_ips: '',
+  allow_user_quota_query: false,
 }
 
 describe('API key Auto group form mapping', () => {
+  test('preserves an automatic blacklist through API parsing, form defaults and submission', () => {
+    const parsed = apiKeySchema.parse({
+      ...baseApiKey,
+      routing_policy: {
+        version: 1,
+        mode: 'smart',
+        groups: [],
+        model_rules: [],
+        excluded_groups: ['removed-group', 'vip'],
+      },
+    })
+    const defaults = transformApiKeyToFormDefaults(parsed, ['default'])
+    expect(
+      transformFormDataToPayload(defaults).routing_policy?.excluded_groups
+    ).toEqual(['removed-group', 'vip'])
+    if (!defaults.routing_policy) throw new Error('Expected routing policy')
+    defaults.routing_policy.excluded_groups = []
+    expect(
+      transformFormDataToPayload(defaults).routing_policy?.excluded_groups
+    ).toEqual([])
+    const legacy = apiKeySchema.parse({
+      ...baseApiKey,
+      routing_policy: {
+        version: 1,
+        mode: 'smart',
+        groups: [],
+        model_rules: [],
+      },
+    })
+    expect(
+      transformApiKeyToFormDefaults(legacy).routing_policy?.excluded_groups
+    ).toBeUndefined()
+  })
   test('treats legacy token responses without auto_groups as inheritance', () => {
     const legacyApiKey: Record<string, unknown> = { ...baseApiKey }
     delete legacyApiKey.auto_groups
@@ -196,10 +230,19 @@ describe('API key Auto group form mapping', () => {
   })
 })
 
-
 describe('new routing policy defaults', () => {
   test('follows the user group instead of creating an empty-name custom group', () => {
-    expect(getApiKeyFormDefaultValues(false).routing_policy).toEqual({version:1,mode:'user',groups:[],model_rules:[]})
-    expect(getApiKeyFormDefaultValues(true).routing_policy).toEqual({version:1,mode:'inherit',groups:[],model_rules:[]})
+    expect(getApiKeyFormDefaultValues(false).routing_policy).toEqual({
+      version: 1,
+      mode: 'user',
+      groups: [],
+      model_rules: [],
+    })
+    expect(getApiKeyFormDefaultValues(true).routing_policy).toEqual({
+      version: 1,
+      mode: 'inherit',
+      groups: [],
+      model_rules: [],
+    })
   })
 })
diff --git a/web/src/features/keys/types.ts b/web/src/features/keys/types.ts
index 7e6df86..a965321 100644
--- a/web/src/features/keys/types.ts
+++ b/web/src/features/keys/types.ts
@@ -27,7 +27,16 @@ export const routingGroupSchema = z.object({
   priority: z.number().int().min(0).max(10000),
 })
 export const routingPolicySchema = z.object({
-  auto_preference: z.enum(['cost', 'speed', 'stable']).optional(),
+  excluded_groups: z
+    .array(
+      z
+        .string()
+        .min(1)
+        .refine((group) => group !== 'auto' && group === group.trim())
+    )
+    .refine((groups) => new Set(groups).size === groups.length)
+    .optional(),
+  auto_preference: z.enum(['cost', 'speed', 'throughput', 'stable']).optional(),
   allow_degraded: z.boolean().optional(),
   skip_degraded_non_astra: z.boolean().optional(),
   skip_degraded_groups: z.boolean().optional(),
@@ -73,6 +82,7 @@ export const apiKeySchema = z.object({
   model_limits_enabled: z.boolean(),
   model_limits: z.string().nullish().default(''),
   allow_ips: z.string().nullish().default(''),
+  allow_user_quota_query: z.boolean().optional().default(false),
 })
 
 export type ApiKey = z.infer<typeof apiKeySchema>
@@ -121,6 +131,7 @@ export interface ApiKeyFormData {
   model_limits_enabled: boolean
   model_limits: string
   allow_ips: string
+  allow_user_quota_query: boolean
   group: string
   auto_groups: string[]
   cross_group_retry: boolean
diff --git a/web/src/features/model-pricing/pricing-conversion-dialog.tsx b/web/src/features/model-pricing/pricing-conversion-dialog.tsx
index e073b79..ec08834 100644
--- a/web/src/features/model-pricing/pricing-conversion-dialog.tsx
+++ b/web/src/features/model-pricing/pricing-conversion-dialog.tsx
@@ -112,7 +112,7 @@ export function PricingConversionDialog(props: {
       )}
       confirmText={t('Apply to draft')}
       handleConfirm={props.onConfirm}
-      className='max-h-[90vh] overflow-y-auto data-[size=default]:max-w-[calc(100%-2rem)] data-[size=default]:sm:max-w-5xl'
+      className='max-h-[min(90dvh,var(--dialog-available-height))] overflow-y-auto data-[size=default]:max-w-[calc(100%-2rem)] data-[size=default]:sm:max-w-5xl'
     >
       <p className='font-mono text-sm break-all'>{props.preview.modelName}</p>
       <div className='grid min-w-0 gap-4 md:grid-cols-2'>
diff --git a/web/src/features/models/__tests__/metadata-sync.test.tsx b/web/src/features/models/__tests__/metadata-sync.test.tsx
index bb0d351..6b60e9a 100644
--- a/web/src/features/models/__tests__/metadata-sync.test.tsx
+++ b/web/src/features/models/__tests__/metadata-sync.test.tsx
@@ -251,6 +251,14 @@ describe('metadata sync preview', () => {
     await user.click(
       screen.getByRole('button', { name: 'Preview selected changes' })
     )
+    expect(
+      screen.queryByRole('button', { name: 'Select all changed fields' })
+    ).not.toBeInTheDocument()
+    expect(
+      screen.getByText(
+        'New models: all metadata shown below will be imported automatically. No selection is needed.'
+      )
+    ).toBeVisible()
     await user.click(
       screen.getByRole('button', { name: 'Review confirmation' })
     )
@@ -271,6 +279,191 @@ describe('metadata sync preview', () => {
     client.clear()
   })
 
+  it('selects and clears changed fields across selected models while keeping new-model imports selected', async () => {
+    const catalog: MetadataSyncCandidate = {
+      ...preview.candidates[1],
+      model_name: 'catalog-model',
+      scope: 'catalog',
+      record_version: 'catalog-v1',
+      fields: [{ field: 'icon', local: 'Old icon', upstream: 'New icon' }],
+    }
+    vi.spyOn(api, 'get').mockResolvedValue({
+      data: {
+        success: true,
+        data: { ...preview, candidates: [...preview.candidates, catalog] },
+      },
+    })
+    const post = vi.spyOn(api, 'post').mockResolvedValue({
+      data: {
+        success: true,
+        data: {
+          created_models: ['new-model'],
+          updated_models: [
+            { model_name: 'existing-model', fields: ['description'] },
+            { model_name: 'catalog-model', fields: ['icon'] },
+          ],
+          created_vendors: ['Example vendor'],
+        },
+      },
+    })
+    const client = new QueryClient({
+      defaultOptions: {
+        queries: { retry: false },
+        mutations: { retry: false },
+      },
+    })
+    render(
+      <QueryClientProvider client={client}>
+        <SyncWizardDialog open onOpenChange={() => {}} />
+      </QueryClientProvider>
+    )
+    const user = userEvent.setup()
+    await user.click(
+      screen.getByRole('button', { name: 'Load metadata preview' })
+    )
+    await screen.findByRole('checkbox', { name: 'Select existing-model' })
+    await user.click(screen.getByRole('combobox', { name: 'Sync scope' }))
+    await user.click(
+      screen.getByRole('option', { name: 'Upstream model list' })
+    )
+    await user.click(
+      screen.getByRole('button', {
+        name: 'Select all syncable models (all pages, 3)',
+      })
+    )
+    await user.type(
+      screen.getByRole('textbox', { name: 'Search models' }),
+      'existing'
+    )
+    await user.click(
+      screen.getByRole('button', { name: 'Preview selected changes' })
+    )
+
+    const selectAll = screen.getByRole('button', {
+      name: 'Select all changed fields',
+    })
+    const clear = screen.getByRole('button', { name: 'Clear field selection' })
+    const description = screen.getByRole('checkbox', {
+      name: 'Apply Description for existing-model',
+    })
+    const status = screen.getByRole('checkbox', {
+      name: 'Apply Model square visibility for existing-model',
+    })
+    const icon = screen.getByRole('checkbox', {
+      name: 'Apply Icon for catalog-model',
+    })
+    const newDescription = screen.getByRole('checkbox', {
+      name: 'Apply Description for new-model',
+    })
+    expect(screen.getByText('0 of 3 changed fields selected')).toBeVisible()
+    expect(clear).toBeDisabled()
+    expect(newDescription).toBeChecked()
+    expect(newDescription).toHaveAttribute('aria-disabled', 'true')
+
+    await user.click(description)
+    expect(screen.getByText('1 of 3 changed fields selected')).toBeVisible()
+    await user.tab({ shift: true })
+    expect(clear).toHaveFocus()
+    await user.tab({ shift: true })
+    expect(selectAll).toHaveFocus()
+    await user.keyboard('{Enter}')
+    expect(description).toBeChecked()
+    expect(status).toBeChecked()
+    expect(icon).toBeChecked()
+    expect(selectAll).toBeDisabled()
+    expect(screen.getByText('3 of 3 changed fields selected')).toBeVisible()
+
+    await user.click(clear)
+    expect(description).not.toBeChecked()
+    expect(status).not.toBeChecked()
+    expect(icon).not.toBeChecked()
+    expect(newDescription).toBeChecked()
+    expect(clear).toBeDisabled()
+    expect(screen.getByText('3 selected models')).toBeVisible()
+    expect(
+      screen.getByRole('button', { name: 'Review confirmation' })
+    ).toBeEnabled()
+
+    await user.click(selectAll)
+    await user.click(status)
+    expect(selectAll).toBeEnabled()
+    expect(screen.getByText('2 of 3 changed fields selected')).toBeVisible()
+    await user.click(
+      screen.getByRole('button', { name: 'Review confirmation' })
+    )
+    expect(post).not.toHaveBeenCalled()
+    await user.click(
+      screen.getByRole('button', { name: 'Apply 3 model changes' })
+    )
+    await screen.findByText('Metadata sync completed')
+    expect(post).toHaveBeenCalledWith('/api/models/sync_upstream', {
+      locale: 'en',
+      source_version: 'source-v1',
+      selections: [
+        {
+          model_name: 'new-model',
+          record_version: 'new-v1',
+          create: true,
+          fields: ['description'],
+        },
+        {
+          model_name: 'existing-model',
+          record_version: 'existing-v1',
+          create: false,
+          fields: ['description'],
+        },
+        {
+          model_name: 'catalog-model',
+          record_version: 'catalog-v1',
+          create: false,
+          fields: ['icon'],
+        },
+      ],
+    })
+    client.clear()
+  })
+
+  it('disables confirmation after clearing all fields when only existing models are selected', async () => {
+    vi.spyOn(api, 'get').mockResolvedValue({
+      data: { success: true, data: preview },
+    })
+    const client = new QueryClient({
+      defaultOptions: { queries: { retry: false } },
+    })
+    render(
+      <QueryClientProvider client={client}>
+        <SyncWizardDialog open onOpenChange={() => {}} />
+      </QueryClientProvider>
+    )
+    const user = userEvent.setup()
+    await user.click(
+      screen.getByRole('button', { name: 'Load metadata preview' })
+    )
+    await user.click(
+      await screen.findByRole('checkbox', { name: 'Select existing-model' })
+    )
+    await user.click(
+      screen.getByRole('button', { name: 'Preview selected changes' })
+    )
+    expect(
+      screen.getByText(
+        'Existing models: select fields to replace their current values with the values on the right. Unselected fields stay unchanged.'
+      )
+    ).toBeVisible()
+    const review = screen.getByRole('button', { name: 'Review confirmation' })
+    expect(review).toBeDisabled()
+    await user.click(
+      screen.getByRole('button', { name: 'Select all changed fields' })
+    )
+    expect(review).toBeEnabled()
+    await user.click(
+      screen.getByRole('button', { name: 'Clear field selection' })
+    )
+    expect(review).toBeDisabled()
+    expect(screen.getByText('1 selected models')).toBeVisible()
+    client.clear()
+  })
+
   it('preserves field choices and selections outside search and scope filters during bulk selection', async () => {
     const catalog: MetadataSyncCandidate = {
       ...preview.candidates[0],
diff --git a/web/src/features/models/components/dialogs/missing-models-dialog.tsx b/web/src/features/models/components/dialogs/missing-models-dialog.tsx
index 00201a4..a964afd 100644
--- a/web/src/features/models/components/dialogs/missing-models-dialog.tsx
+++ b/web/src/features/models/components/dialogs/missing-models-dialog.tsx
@@ -127,7 +127,7 @@ export function MissingModelsDialog({
       description={t(
         'Models that are being used but not configured in the system'
       )}
-      contentClassName='flex max-h-[85vh] max-w-2xl flex-col gap-3 p-4'
+      contentClassName='flex max-h-[min(85dvh,var(--dialog-available-height))] max-w-2xl flex-col gap-3 p-4'
       headerClassName='flex-shrink-0 text-start'
       contentHeight='min(74vh, 760px)'
       bodyClassName='space-y-4'
diff --git a/web/src/features/models/components/dialogs/model-delete-dialog.tsx b/web/src/features/models/components/dialogs/model-delete-dialog.tsx
index 3146c99..5c720a7 100644
--- a/web/src/features/models/components/dialogs/model-delete-dialog.tsx
+++ b/web/src/features/models/components/dialogs/model-delete-dialog.tsx
@@ -29,7 +29,7 @@ import {
   useCanEditModelPricing,
   invalidateModelPricing,
 } from '@/features/model-pricing/api'
-import { createServerError } from '@/lib/server-error-message'
+import { createServerError, getServerMessage } from '@/lib/server-error-message'
 
 import { deleteModel, deleteModels } from '../../api'
 import type { Model } from '../../types'
@@ -92,8 +92,9 @@ export function ModelDeleteDialog(props: ModelDeleteDialogProps) {
       ? t('Delete model "{{name}}"?', { name: props.models[0].model_name })
       : t('Delete {{count}} models?', { count: props.models.length })
   let errorMessage = mutation.error?.message
-  if (isAxiosError<{ message?: string }>(mutation.error)) {
-    errorMessage = mutation.error.response?.data.message || errorMessage
+  if (isAxiosError(mutation.error)) {
+    errorMessage =
+      getServerMessage(mutation.error.response?.data) || errorMessage
   }
   return (
     <ConfirmDialog
diff --git a/web/src/features/models/components/dialogs/sync-wizard-dialog.tsx b/web/src/features/models/components/dialogs/sync-wizard-dialog.tsx
index 7a9b2a7..809bdee 100644
--- a/web/src/features/models/components/dialogs/sync-wizard-dialog.tsx
+++ b/web/src/features/models/components/dialogs/sync-wizard-dialog.tsx
@@ -201,6 +201,17 @@ export function SyncWizardDialog(props: {
   const hiddenSelectedCount = selected.filter(
     (item) => !visibleNames.has(item.model_name)
   ).length
+  const selectedExistingModels = selected.filter(
+    (item) => item.kind === 'update'
+  )
+  const changedFieldCount = selectedExistingModels.reduce(
+    (total, item) => total + item.fields.length,
+    0
+  )
+  const selectedFieldCount = selectedExistingModels.reduce(
+    (total, item) => total + selection[item.model_name].length,
+    0
+  )
   const updates: MetadataSyncSelection[] = selected
     .filter(
       (item) => item.kind === 'create' || selection[item.model_name].length > 0
@@ -260,6 +271,16 @@ export function SyncWizardDialog(props: {
         ? [...previous[name], field]
         : previous[name].filter((value) => value !== field),
     }))
+  const chooseAllFields = (checked: boolean) =>
+    setSelection((previous) => {
+      const next = { ...previous }
+      for (const item of selectedExistingModels) {
+        next[item.model_name] = checked
+          ? item.fields.map((field) => field.field)
+          : []
+      }
+      return next
+    })
   const impact = (field: MetadataSyncField) => {
     if (field === 'name_rule') {
       return t(
@@ -635,11 +656,50 @@ export function SyncWizardDialog(props: {
       )}
       {step === 1 && (
         <div className='space-y-5'>
-          <p className='text-muted-foreground text-sm'>
-            {t(
-              'New records include the fields below. Existing fields are kept unless explicitly selected.'
+          <div className='space-y-3'>
+            {selected.some((item) => item.kind === 'create') && (
+              <p className='text-muted-foreground text-sm'>
+                {t(
+                  'New models: all metadata shown below will be imported automatically. No selection is needed.'
+                )}
+              </p>
             )}
-          </p>
+            {changedFieldCount > 0 && (
+              <>
+                <p className='text-muted-foreground text-sm'>
+                  {t(
+                    'Existing models: select fields to replace their current values with the values on the right. Unselected fields stay unchanged.'
+                  )}
+                </p>
+                <div className='flex flex-wrap items-center gap-2'>
+                  <Button
+                    variant='outline'
+                    size='sm'
+                    className='h-auto min-h-7 max-w-full py-1.5 whitespace-normal'
+                    disabled={busy || selectedFieldCount === changedFieldCount}
+                    onClick={() => chooseAllFields(true)}
+                  >
+                    {t('Select all changed fields')}
+                  </Button>
+                  <Button
+                    variant='ghost'
+                    size='sm'
+                    className='h-auto min-h-7 max-w-full py-1.5 whitespace-normal'
+                    disabled={busy || selectedFieldCount === 0}
+                    onClick={() => chooseAllFields(false)}
+                  >
+                    {t('Clear field selection')}
+                  </Button>
+                  <p className='text-muted-foreground text-xs' role='status'>
+                    {t('{{selected}} of {{total}} changed fields selected', {
+                      selected: selectedFieldCount,
+                      total: changedFieldCount,
+                    })}
+                  </p>
+                </div>
+              </>
+            )}
+          </div>
           {selected.map((item) => (
             <section key={item.model_name} className='space-y-2'>
               <h3 className='font-mono text-sm font-semibold break-all'>
diff --git a/web/src/features/models/components/dialogs/update-config-dialog.tsx b/web/src/features/models/components/dialogs/update-config-dialog.tsx
index 5914fe0..9b9eb10 100644
--- a/web/src/features/models/components/dialogs/update-config-dialog.tsx
+++ b/web/src/features/models/components/dialogs/update-config-dialog.tsx
@@ -219,7 +219,7 @@ export function UpdateConfigDialog({
       open={open}
       onOpenChange={onOpenChange}
       title={title}
-      contentClassName='max-h-[calc(100dvh-2rem)] overflow-hidden max-sm:w-screen max-sm:max-w-none max-sm:rounded-none max-sm:p-4 sm:max-w-3xl'
+      contentClassName='max-h-(--dialog-available-height) overflow-y-auto max-sm:w-screen max-sm:max-w-none max-sm:rounded-none max-sm:p-4 sm:max-w-3xl'
       contentHeight='auto'
       bodyClassName='space-y-4'
       footer={
diff --git a/web/src/features/models/components/dialogs/view-details-dialog.tsx b/web/src/features/models/components/dialogs/view-details-dialog.tsx
index 5f27ecc..7c2b5d7 100644
--- a/web/src/features/models/components/dialogs/view-details-dialog.tsx
+++ b/web/src/features/models/components/dialogs/view-details-dialog.tsx
@@ -150,7 +150,7 @@ export function ViewDetailsDialog({
       open={open}
       onOpenChange={onOpenChange}
       title={t('Deployment details')}
-      contentClassName='max-h-[calc(100dvh-2rem)] overflow-hidden max-sm:w-screen max-sm:max-w-none max-sm:rounded-none max-sm:p-4 sm:max-w-3xl'
+      contentClassName='max-h-(--dialog-available-height) overflow-y-auto max-sm:w-screen max-sm:max-w-none max-sm:rounded-none max-sm:p-4 sm:max-w-3xl'
       contentHeight='auto'
       bodyClassName='space-y-4'
       footer={
diff --git a/web/src/features/models/components/models-columns.tsx b/web/src/features/models/components/models-columns.tsx
index 65b8932..06c7b77 100644
--- a/web/src/features/models/components/models-columns.tsx
+++ b/web/src/features/models/components/models-columns.tsx
@@ -48,8 +48,10 @@ import { DescriptionCell } from './description-cell'
 import { ModelSquareStatus } from './model-square-status'
 import { useModels } from './models-provider'
 
+const EMPTY_VENDORS: Vendor[] = []
+
 export function useModelsColumns(
-  vendors: Vendor[] = [],
+  vendors: Vendor[] = EMPTY_VENDORS,
   pricing?: ModelPricingConfig,
   pricingState?: 'loading' | 'error'
 ): ColumnDef<Model>[] {
@@ -65,305 +67,317 @@ export function useModelsColumns(
       new Map(pricing?.entries.map((entry) => [entry.model_name, entry]) ?? []),
     [pricing]
   )
-  const rules = getNameRuleConfig(t)
-  return [
-    {
-      id: 'select',
-      header: ({ table }) => (
-        <Checkbox
-          checked={table.getIsAllPageRowsSelected()}
-          indeterminate={table.getIsSomePageRowsSelected()}
-          onCheckedChange={(value) =>
-            table.toggleAllPageRowsSelected(Boolean(value))
-          }
-          aria-label={t('Select all')}
-        />
-      ),
-      cell: ({ row }) => (
-        <Checkbox
-          checked={row.getIsSelected()}
-          onCheckedChange={(value) => row.toggleSelected(Boolean(value))}
-          aria-label={t('Select {{name}}', { name: row.original.model_name })}
-        />
-      ),
-      size: 40,
-      enableSorting: false,
-      enableHiding: false,
-    },
-    {
-      accessorKey: 'model_name',
-      header: t('Model'),
-      size: 310,
-      minSize: 250,
-      enableHiding: false,
-      meta: { mobileTitle: true },
-      cell: ({ row }) => {
-        const model = row.original
-        const vendor = vendorMap.get(model.vendor_id ?? 0)
-        const iconKey = model.icon || vendor?.icon || model.model_name[0]
-        return (
-          <div className='flex max-w-[320px] min-w-0 items-start gap-2.5 py-1'>
-            <span className='mt-1 flex size-6 shrink-0 items-center justify-center'>
-              {getLobeIcon(iconKey, 24)}
-            </span>
-            <div className='min-w-0 flex-1'>
-              <div className='flex min-w-0 items-center gap-1'>
-                <Button
-                  variant='link'
-                  className='text-foreground h-auto min-w-0 shrink justify-start p-0 font-mono text-sm'
-                  title={model.model_name}
-                  onClick={() => {
-                    setCurrentRow(model)
-                    setOpen('update-model')
-                  }}
-                >
-                  <span className='truncate'>{model.model_name}</span>
-                </Button>
-                <CopyButton
-                  value={model.model_name}
-                  className='size-6 shrink-0'
-                />
-              </div>
-              <div className='text-muted-foreground mt-1 flex min-w-0 items-center gap-2 text-xs'>
-                <span className='truncate' title={vendor?.name}>
-                  {model.id > 0
-                    ? (vendor?.name ?? t('No vendor'))
-                    : t('Missing metadata')}
-                </span>
-                {model.name_rule !== 0 && (
-                  <span className='shrink-0'>
-                    {rules[model.name_rule as 0 | 1 | 2 | 3]?.label} ·{' '}
-                    {model.matched_count ?? 0}
+  return useMemo<ColumnDef<Model>[]>(() => {
+    const rules = getNameRuleConfig(t)
+    return [
+      {
+        id: 'select',
+        header: ({ table }) => (
+          <Checkbox
+            checked={table.getIsAllPageRowsSelected()}
+            indeterminate={table.getIsSomePageRowsSelected()}
+            onCheckedChange={(value) =>
+              table.toggleAllPageRowsSelected(Boolean(value))
+            }
+            aria-label={t('Select all')}
+          />
+        ),
+        cell: ({ row }) => (
+          <Checkbox
+            checked={row.getIsSelected()}
+            onCheckedChange={(value) => row.toggleSelected(Boolean(value))}
+            aria-label={t('Select {{name}}', { name: row.original.model_name })}
+          />
+        ),
+        size: 40,
+        enableSorting: false,
+        enableHiding: false,
+      },
+      {
+        accessorKey: 'model_name',
+        header: t('Model'),
+        size: 310,
+        minSize: 250,
+        enableHiding: false,
+        meta: { mobileTitle: true },
+        cell: ({ row }) => {
+          const model = row.original
+          const vendor = vendorMap.get(model.vendor_id ?? 0)
+          const iconKey = model.icon || vendor?.icon || model.model_name[0]
+          return (
+            <div className='flex max-w-[320px] min-w-0 items-start gap-2.5 py-1'>
+              <span className='mt-1 flex size-6 shrink-0 items-center justify-center'>
+                {getLobeIcon(iconKey, 24)}
+              </span>
+              <div className='min-w-0 flex-1'>
+                <div className='flex min-w-0 items-center gap-1'>
+                  <Button
+                    variant='link'
+                    className='text-foreground h-auto min-w-0 shrink justify-start p-0 font-mono text-sm'
+                    title={model.model_name}
+                    onClick={() => {
+                      setCurrentRow(model)
+                      setOpen('update-model')
+                    }}
+                  >
+                    <span className='truncate'>{model.model_name}</span>
+                  </Button>
+                  <CopyButton
+                    value={model.model_name}
+                    className='size-6 shrink-0'
+                  />
+                </div>
+                <div className='text-muted-foreground mt-1 flex min-w-0 items-center gap-2 text-xs'>
+                  <span className='truncate' title={vendor?.name}>
+                    {model.id > 0
+                      ? (vendor?.name ?? t('No vendor'))
+                      : t('Missing metadata')}
                   </span>
-                )}
+                  {model.name_rule !== 0 && (
+                    <span className='shrink-0'>
+                      {rules[model.name_rule as 0 | 1 | 2 | 3]?.label} ·{' '}
+                      {model.matched_count ?? 0}
+                    </span>
+                  )}
+                </div>
               </div>
             </div>
-          </div>
-        )
-      },
-    },
-    {
-      id: 'pricing',
-      header: t('Pricing'),
-      meta: { label: t('Pricing') },
-      size: 225,
-      enableSorting: false,
-      cell: ({ row }) => {
-        if (!canPrice) {
-          return (
-            <span className='text-muted-foreground text-xs'>
-              {t('Super admin')}
-            </span>
           )
-        }
-        if (row.original.name_rule !== 0) {
-          return (
-            <span className='text-muted-foreground text-xs'>
-              {t('Per matched model')}
-            </span>
-          )
-        }
-        if (pricingState) {
-          return (
-            <span className='text-muted-foreground text-xs'>
-              {pricingState === 'error'
-                ? t('Failed to load model pricing')
-                : t('Loading...')}
-            </span>
-          )
-        }
-        const entry = priceMap.get(row.original.model_name)
-        return (
-          <Button
-            variant='ghost'
-            className='h-auto w-full max-w-full min-w-0 justify-start px-0 py-1 text-left font-normal hover:bg-transparent'
-            aria-label={t('View pricing for {{model}}', {
-              model: row.original.model_name,
-            })}
-            onClick={() => {
-              setCurrentRow(row.original)
-              setOpen('price-model')
-            }}
-          >
-            <ModelPriceCell
-              model={modelPricingDisplay(
-                entry ?? { model_name: row.original.model_name, effective: {} }
-              )}
-              options={{ tokenUnit: 'M' }}
-              showExpression={false}
-            />
-          </Button>
-        )
+        },
       },
-    },
-    {
-      accessorKey: 'square_state',
-      header: t('Model square visibility'),
-      size: 115,
-      enableSorting: false,
-      meta: { mobileBadge: true },
-      cell: ({ row }) => <ModelSquareStatus model={row.original} />,
-    },
-    {
-      id: 'connections',
-      header: t('Channels and groups'),
-      size: 180,
-      enableSorting: false,
-      cell: ({ row }) => {
-        const state = getModelChannelState(row.original)
-        return (
-          <div className='min-w-0 text-sm'>
-            <Tooltip>
-              <TooltipTrigger
-                render={
-                  <span
-                    tabIndex={0}
-                    title={t(state.description)}
-                    aria-description={t(state.description)}
-                    className='block whitespace-normal sm:truncate'
-                  />
-                }
-              >
-                {t('Channels {{channels}} · Groups {{groups}}', {
-                  channels: row.original.bound_channels?.length ?? 0,
-                  groups: row.original.enable_groups?.length ?? 0,
-                })}
-              </TooltipTrigger>
-              <TooltipContent role='tooltip'>
-                {t(state.description)}
-              </TooltipContent>
-            </Tooltip>
-          </div>
-        )
-      },
-    },
-    {
-      accessorKey: 'tags',
-      header: t('Tags'),
-      size: 180,
-      enableSorting: false,
-      meta: { mobileHidden: true },
-      cell: ({ row }) => (
-        <BadgeListCell
-          expandable
-          max={1}
-          items={parseModelTags(row.original.tags ?? '').map((tag) => (
-            <StatusBadge key={tag} label={tag} variant='neutral' size='sm' />
-          ))}
-        />
-      ),
-    },
-    {
-      accessorKey: 'sync_official',
-      header: () => (
-        <TruncatedCell className='max-w-[120px]'>
-          {t('Sync policy')}
-        </TruncatedCell>
-      ),
-      size: 145,
-      enableSorting: false,
-      meta: { mobileHidden: true, label: t('Sync policy') },
-      cell: ({ row }) => (
-        <TruncatedCell className='text-muted-foreground max-w-[120px] text-sm'>
-          {row.original.id > 0 &&
-            (row.original.sync_official ? t('Allow updates') : t('Keep local'))}
-          {!row.original.id && '—'}
-        </TruncatedCell>
-      ),
-    },
-    {
-      id: 'actions',
-      header: t('Actions'),
-      enableSorting: false,
-      enableHiding: false,
-      size: canPrice ? 170 : 105,
-      cell: ({ row }) => <DataTableRowActions row={row} />,
-    },
-    {
-      accessorKey: 'status',
-      header: t('Display policy'),
-      enableHiding: false,
-      enableSorting: false,
-      cell: ({ row }) =>
-        row.original.status === 1 ? t('Allowed') : t('Not listed'),
-    },
-    {
-      accessorKey: 'id',
-      header: t('ID'),
-      cell: ({ row }) => row.original.id || '—',
-      size: 65,
-      meta: { mobileHidden: true },
-    },
-    {
-      accessorKey: 'vendor_id',
-      header: t('Vendor'),
-      size: 150,
-      enableSorting: false,
-      cell: ({ row }) => (
-        <TruncatedCell>
-          {vendorMap.get(row.original.vendor_id ?? 0)?.name ?? '—'}
-        </TruncatedCell>
-      ),
-      meta: { mobileHidden: true },
-    },
-    {
-      accessorKey: 'name_rule',
-      header: t('Match Type'),
-      size: 100,
-      enableSorting: false,
-      cell: ({ row }) => rules[row.original.name_rule as 0 | 1 | 2 | 3]?.label,
-      meta: { mobileHidden: true },
-    },
-    {
-      accessorKey: 'description',
-      header: t('Description'),
-      size: 180,
-      enableSorting: false,
-      cell: ({ row }) => (
-        <DescriptionCell
-          modelName={row.original.model_name}
-          description={row.original.description ?? ''}
-        />
-      ),
-      meta: { mobileHidden: true },
-    },
-    {
-      accessorKey: 'endpoints',
-      header: t('Custom endpoints'),
-      size: 180,
-      enableSorting: false,
-      cell: ({ row }) => (
-        <BadgeListCell
-          expandable
-          expandLabel={t('Supported endpoints')}
-          items={formatEndpointsDisplay(row.original.endpoints ?? '').map(
-            (endpoint) => (
-              <StatusBadge key={endpoint} label={endpoint} variant='neutral' />
+      {
+        id: 'pricing',
+        header: t('Pricing'),
+        meta: { label: t('Pricing') },
+        size: 225,
+        enableSorting: false,
+        cell: ({ row }) => {
+          if (!canPrice) {
+            return (
+              <span className='text-muted-foreground text-xs'>
+                {t('Super admin')}
+              </span>
             )
-          )}
-        />
-      ),
-      meta: { mobileHidden: true },
-    },
-    {
-      accessorKey: 'created_time',
-      header: t('Created'),
-      size: 160,
-      cell: ({ row }) =>
-        row.original.id
-          ? formatTimestampToDate(row.original.created_time)
-          : '—',
-      meta: { mobileHidden: true },
-    },
-    {
-      accessorKey: 'updated_time',
-      header: t('Updated'),
-      size: 160,
-      cell: ({ row }) =>
-        row.original.id
-          ? formatTimestampToDate(row.original.updated_time)
-          : '—',
-      meta: { mobileHidden: true },
-    },
-  ]
+          }
+          if (row.original.name_rule !== 0) {
+            return (
+              <span className='text-muted-foreground text-xs'>
+                {t('Per matched model')}
+              </span>
+            )
+          }
+          if (pricingState) {
+            return (
+              <span className='text-muted-foreground text-xs'>
+                {pricingState === 'error'
+                  ? t('Failed to load model pricing')
+                  : t('Loading...')}
+              </span>
+            )
+          }
+          const entry = priceMap.get(row.original.model_name)
+          return (
+            <Button
+              variant='ghost'
+              className='h-auto w-full max-w-full min-w-0 justify-start px-0 py-1 text-left font-normal hover:bg-transparent'
+              aria-label={t('View pricing for {{model}}', {
+                model: row.original.model_name,
+              })}
+              onClick={() => {
+                setCurrentRow(row.original)
+                setOpen('price-model')
+              }}
+            >
+              <ModelPriceCell
+                model={modelPricingDisplay(
+                  entry ?? {
+                    model_name: row.original.model_name,
+                    effective: {},
+                  }
+                )}
+                options={{ tokenUnit: 'M' }}
+                showExpression={false}
+              />
+            </Button>
+          )
+        },
+      },
+      {
+        accessorKey: 'square_state',
+        header: t('Model square visibility'),
+        size: 115,
+        enableSorting: false,
+        meta: { mobileBadge: true },
+        cell: ({ row }) => <ModelSquareStatus model={row.original} />,
+      },
+      {
+        id: 'connections',
+        header: t('Channels and groups'),
+        size: 180,
+        enableSorting: false,
+        cell: ({ row }) => {
+          const state = getModelChannelState(row.original)
+          return (
+            <div className='min-w-0 text-sm'>
+              <Tooltip>
+                <TooltipTrigger
+                  render={
+                    <span
+                      tabIndex={0}
+                      title={t(state.description)}
+                      aria-description={t(state.description)}
+                      className='block whitespace-normal sm:truncate'
+                    />
+                  }
+                >
+                  {t('Channels {{channels}} · Groups {{groups}}', {
+                    channels: row.original.bound_channels?.length ?? 0,
+                    groups: row.original.enable_groups?.length ?? 0,
+                  })}
+                </TooltipTrigger>
+                <TooltipContent role='tooltip'>
+                  {t(state.description)}
+                </TooltipContent>
+              </Tooltip>
+            </div>
+          )
+        },
+      },
+      {
+        accessorKey: 'tags',
+        header: t('Tags'),
+        size: 180,
+        enableSorting: false,
+        meta: { mobileHidden: true },
+        cell: ({ row }) => (
+          <BadgeListCell
+            expandable
+            max={1}
+            items={parseModelTags(row.original.tags ?? '').map((tag) => (
+              <StatusBadge key={tag} label={tag} variant='neutral' size='sm' />
+            ))}
+          />
+        ),
+      },
+      {
+        accessorKey: 'sync_official',
+        header: () => (
+          <TruncatedCell className='max-w-[120px]'>
+            {t('Sync policy')}
+          </TruncatedCell>
+        ),
+        size: 145,
+        enableSorting: false,
+        meta: { mobileHidden: true, label: t('Sync policy') },
+        cell: ({ row }) => (
+          <TruncatedCell className='text-muted-foreground max-w-[120px] text-sm'>
+            {row.original.id > 0 &&
+              (row.original.sync_official
+                ? t('Allow updates')
+                : t('Keep local'))}
+            {!row.original.id && '—'}
+          </TruncatedCell>
+        ),
+      },
+      {
+        id: 'actions',
+        header: t('Actions'),
+        enableSorting: false,
+        enableHiding: false,
+        size: canPrice ? 170 : 105,
+        cell: ({ row }) => <DataTableRowActions row={row} />,
+      },
+      {
+        accessorKey: 'status',
+        header: t('Display policy'),
+        enableHiding: false,
+        enableSorting: false,
+        cell: ({ row }) =>
+          row.original.status === 1 ? t('Allowed') : t('Not listed'),
+      },
+      {
+        accessorKey: 'id',
+        header: t('ID'),
+        cell: ({ row }) => row.original.id || '—',
+        size: 65,
+        meta: { mobileHidden: true },
+      },
+      {
+        accessorKey: 'vendor_id',
+        header: t('Vendor'),
+        size: 150,
+        enableSorting: false,
+        cell: ({ row }) => (
+          <TruncatedCell>
+            {vendorMap.get(row.original.vendor_id ?? 0)?.name ?? '—'}
+          </TruncatedCell>
+        ),
+        meta: { mobileHidden: true },
+      },
+      {
+        accessorKey: 'name_rule',
+        header: t('Match Type'),
+        size: 100,
+        enableSorting: false,
+        cell: ({ row }) =>
+          rules[row.original.name_rule as 0 | 1 | 2 | 3]?.label,
+        meta: { mobileHidden: true },
+      },
+      {
+        accessorKey: 'description',
+        header: t('Description'),
+        size: 180,
+        enableSorting: false,
+        cell: ({ row }) => (
+          <DescriptionCell
+            modelName={row.original.model_name}
+            description={row.original.description ?? ''}
+          />
+        ),
+        meta: { mobileHidden: true },
+      },
+      {
+        accessorKey: 'endpoints',
+        header: t('Custom endpoints'),
+        size: 180,
+        enableSorting: false,
+        cell: ({ row }) => (
+          <BadgeListCell
+            expandable
+            expandLabel={t('Supported endpoints')}
+            items={formatEndpointsDisplay(row.original.endpoints ?? '').map(
+              (endpoint) => (
+                <StatusBadge
+                  key={endpoint}
+                  label={endpoint}
+                  variant='neutral'
+                />
+              )
+            )}
+          />
+        ),
+        meta: { mobileHidden: true },
+      },
+      {
+        accessorKey: 'created_time',
+        header: t('Created'),
+        size: 160,
+        cell: ({ row }) =>
+          row.original.id
+            ? formatTimestampToDate(row.original.created_time)
+            : '—',
+        meta: { mobileHidden: true },
+      },
+      {
+        accessorKey: 'updated_time',
+        header: t('Updated'),
+        size: 160,
+        cell: ({ row }) =>
+          row.original.id
+            ? formatTimestampToDate(row.original.updated_time)
+            : '—',
+        meta: { mobileHidden: true },
+      },
+    ]
+  }, [t, canPrice, vendorMap, priceMap, pricingState, setCurrentRow, setOpen])
 }
diff --git a/web/src/features/models/components/models-table.tsx b/web/src/features/models/components/models-table.tsx
index 742873d..94572a3 100644
--- a/web/src/features/models/components/models-table.tsx
+++ b/web/src/features/models/components/models-table.tsx
@@ -26,7 +26,10 @@ import { ErrorState } from '@/components/error-state'
 import { useModelPricing } from '@/features/model-pricing/api'
 import { useMediaQuery } from '@/hooks'
 import { useTableUrlState } from '@/hooks/use-table-url-state'
-import { requireServerSuccess } from '@/lib/server-error-message'
+import {
+  getServerMessage,
+  requireServerSuccess,
+} from '@/lib/server-error-message'
 
 import { getModels, searchModels, getVendors } from '../api'
 import { DEFAULT_PAGE_SIZE } from '../constants'
@@ -224,7 +227,7 @@ export function ModelsTable() {
   if (isError || data?.success === false) {
     return (
       <ErrorState
-        description={error?.message ?? data?.message}
+        description={error?.message ?? getServerMessage(data)}
         onRetry={() => void refetch()}
       />
     )
diff --git a/web/src/features/performance-metrics/api.ts b/web/src/features/performance-metrics/api.ts
index e27ba84..340cd86 100644
--- a/web/src/features/performance-metrics/api.ts
+++ b/web/src/features/performance-metrics/api.ts
@@ -21,10 +21,12 @@ import { api } from '@/lib/api'
 import type { PerformanceMetricsData, PerfSummaryAllData } from './types'
 
 export async function getPerfMetricsSummary(
-  hours = 24
+  hours = 24,
+  recentModels?: string[]
 ): Promise<PerfSummaryAllData> {
   const res = await api.get<PerfSummaryAllData>('/api/perf-metrics/summary', {
-    params: { hours },
+    params: { hours, recent_model: recentModels },
+    paramsSerializer: { indexes: null },
   })
   return res.data
 }
diff --git a/web/src/features/performance-metrics/types.ts b/web/src/features/performance-metrics/types.ts
index df6b948..4618470 100644
--- a/web/src/features/performance-metrics/types.ts
+++ b/web/src/features/performance-metrics/types.ts
@@ -72,5 +72,6 @@ export type PerfSummaryAllData = {
     window_start?: number
     window_end?: number
     models: PerfModelSummary[]
+    recent_success_series?: Record<string, SuccessRatePoint[]>
   }
 }
diff --git a/web/src/features/playground/api.ts b/web/src/features/playground/api.ts
index f0b7529..c052113 100644
--- a/web/src/features/playground/api.ts
+++ b/web/src/features/playground/api.ts
@@ -73,7 +73,10 @@ export async function getUserGroups(): Promise<GroupOption[]> {
     return []
   }
 
-  const groupData = data.data as Record<string, { desc: string; ratio: number }>
+  const groupData = data.data as Record<
+    string,
+    { desc: string; ratio: number | string }
+  >
 
   // label is for button display (name only); desc is for dropdown content
   return Object.entries(groupData).map(([group, info]) => ({
diff --git a/web/src/features/playground/lib/message/__tests__/message-streaming.test.ts b/web/src/features/playground/lib/message/__tests__/message-streaming.test.ts
new file mode 100644
index 0000000..6bea9b3
--- /dev/null
+++ b/web/src/features/playground/lib/message/__tests__/message-streaming.test.ts
@@ -0,0 +1,129 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { describe, expect, test } from 'vitest'
+
+import { parseStreamMessageUpdates } from '../../streaming/stream-utils'
+import {
+  applyChatCompletionResponse,
+  applyStreamingChunk,
+  completeAssistantMessage,
+} from '../message-streaming-utils'
+import { createLoadingAssistantMessage } from '../message-utils'
+
+const reasoningCases = [
+  {
+    name: 'preserves reasoning_content',
+    fields: { reasoning_content: 'Thought' },
+    expected: 'Thought',
+  },
+  {
+    name: 'accepts reasoning when reasoning_content is absent',
+    fields: { reasoning: 'Thought' },
+    expected: 'Thought',
+  },
+  {
+    name: 'accepts reasoning when reasoning_content is null',
+    fields: { reasoning_content: null, reasoning: 'Thought' },
+    expected: 'Thought',
+  },
+  {
+    name: 'prefers reasoning_content without appending reasoning',
+    fields: { reasoning_content: 'Thought', reasoning: 'Other thought' },
+    expected: 'Thought',
+  },
+  {
+    name: 'preserves an explicitly empty reasoning_content',
+    fields: { reasoning_content: '', reasoning: 'Other thought' },
+    expected: undefined,
+  },
+  {
+    name: 'keeps content-only responses free of reasoning',
+    fields: {},
+    expected: undefined,
+  },
+  {
+    name: 'ignores null reasoning fields',
+    fields: { reasoning_content: null, reasoning: null },
+    expected: undefined,
+  },
+  {
+    name: 'preserves think-tag extraction without reasoning fields',
+    fields: { content: '<think>Thought</think>Answer' },
+    expected: 'Thought',
+  },
+]
+
+describe('chat completion reasoning', () => {
+  test.each(reasoningCases)('streaming: $name', ({ fields, expected }) => {
+    const updates = parseStreamMessageUpdates(
+      JSON.stringify({
+        choices: [{ delta: { content: 'Answer', ...fields } }],
+      })
+    )
+    let message = createLoadingAssistantMessage(0)
+
+    for (const update of updates) {
+      message = applyStreamingChunk(message, update.type, update.chunk)
+    }
+    const completed = completeAssistantMessage(message)
+
+    expect(completed.reasoning?.content).toBe(expected)
+    expect(completed.versions[0].content).toBe('Answer')
+    expect(completed.status).toBe('complete')
+    expect(completed.isReasoningStreaming).toBe(false)
+  })
+
+  test.each(reasoningCases)('non-streaming: $name', ({ fields, expected }) => {
+    const completed = applyChatCompletionResponse(
+      createLoadingAssistantMessage(0),
+      {
+        id: 'chatcmpl-test',
+        object: 'chat.completion',
+        created: 0,
+        model: 'test-model',
+        choices: [
+          {
+            index: 0,
+            message: { role: 'assistant', content: 'Answer', ...fields },
+            finish_reason: 'stop',
+          },
+        ],
+      }
+    )
+
+    expect(completed).not.toBeNull()
+    expect(completed?.reasoning?.content).toBe(expected)
+    expect(completed?.versions[0].content).toBe('Answer')
+    expect(completed?.status).toBe('complete')
+    expect(completed?.isReasoningStreaming).toBe(false)
+  })
+
+  test('emits reasoning before content when both occur in one delta', () => {
+    const updates = parseStreamMessageUpdates(
+      JSON.stringify({
+        choices: [{ delta: { reasoning: 'Thought', content: 'Answer' } }],
+      })
+    )
+
+    expect(updates).toEqual([
+      { type: 'reasoning', chunk: 'Thought' },
+      { type: 'content', chunk: 'Answer' },
+    ])
+  })
+})
diff --git a/web/src/features/playground/lib/message/message-streaming-utils.ts b/web/src/features/playground/lib/message/message-streaming-utils.ts
index 298ad58..d38e8af 100644
--- a/web/src/features/playground/lib/message/message-streaming-utils.ts
+++ b/web/src/features/playground/lib/message/message-streaming-utils.ts
@@ -120,7 +120,7 @@ export function applyStreamingChunk(
  */
 export function finalizeMessage(
   message: Message,
-  apiReasoningContent?: string
+  apiReasoningContent?: string | null
 ): Message {
   const currentVersion = getCurrentVersion(message)
   const parsedThinkTags = currentVersion.content.includes('<think>')
@@ -191,7 +191,7 @@ export function applyChatCompletionChoice(
   return completeAssistantTiming({
     ...finalizeMessage(
       updateCurrentVersionContent(message, choice.message?.content || ''),
-      choice.message?.reasoning_content
+      choice.message?.reasoning_content ?? choice.message?.reasoning
     ),
     status: MESSAGE_STATUS.COMPLETE,
   })
diff --git a/web/src/features/playground/lib/storage/__tests__/storage.test.ts b/web/src/features/playground/lib/storage/__tests__/storage.test.ts
new file mode 100644
index 0000000..a58e087
--- /dev/null
+++ b/web/src/features/playground/lib/storage/__tests__/storage.test.ts
@@ -0,0 +1,109 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { afterEach, beforeEach, expect, test } from 'vitest'
+
+import { useAuthStore } from '@/stores/auth-store'
+
+import { STORAGE_KEYS } from '../../../constants'
+import type { Message } from '../../../types'
+import {
+  clearPlaygroundData,
+  loadConfig,
+  loadMessages,
+  loadParameterEnabled,
+  saveConfig,
+  saveMessages,
+  saveParameterEnabled,
+} from '../storage'
+
+const messages: Message[] = [
+  {
+    key: 'a-chat',
+    from: 'user',
+    versions: [{ id: 'a-version', content: 'Account A private chat' }],
+  },
+]
+
+beforeEach(() => {
+  localStorage.clear()
+  useAuthStore.getState().auth.reset()
+})
+
+afterEach(() => {
+  localStorage.clear()
+  useAuthStore.getState().auth.reset()
+})
+
+test('switching accounts isolates config, messages and parameter toggles and preserves returning account data', () => {
+  useAuthStore.getState().auth.setUser({ id: 1, username: 'A', role: 1 })
+  saveConfig({ model: 'account-a-model' })
+  saveMessages(messages)
+  saveParameterEnabled({ temperature: true })
+
+  useAuthStore.getState().auth.reset()
+  useAuthStore.getState().auth.setUser({ id: 2, username: 'B', role: 1 })
+  expect(loadConfig()).toEqual({})
+  expect(loadMessages()).toBeNull()
+  expect(loadParameterEnabled()).toEqual({})
+  saveConfig({ model: 'account-b-model' })
+  saveMessages([])
+  saveParameterEnabled({ temperature: false })
+
+  useAuthStore.getState().auth.setUser({ id: 1, username: 'A', role: 1 })
+  expect(loadConfig()).toEqual({ model: 'account-a-model' })
+  expect(loadMessages()).toEqual(messages)
+  expect(loadParameterEnabled()).toEqual({ temperature: true })
+
+  clearPlaygroundData()
+  expect(loadMessages()).toBeNull()
+  useAuthStore.getState().auth.setUser({ id: 2, username: 'B', role: 1 })
+  expect(loadConfig()).toEqual({ model: 'account-b-model' })
+  expect(loadMessages()).toEqual([])
+  expect(loadParameterEnabled()).toEqual({ temperature: false })
+})
+
+test('legacy global data is removed instead of assigned to the first signed-in account', () => {
+  localStorage.setItem(
+    STORAGE_KEYS.CONFIG,
+    JSON.stringify({ model: 'legacy-model' })
+  )
+  localStorage.setItem(STORAGE_KEYS.MESSAGES, JSON.stringify(messages))
+  localStorage.setItem(
+    STORAGE_KEYS.PARAMETER_ENABLED,
+    JSON.stringify({ temperature: true })
+  )
+  useAuthStore.getState().auth.setUser({ id: 2, username: 'B', role: 1 })
+
+  expect(loadConfig()).toEqual({})
+  expect(loadMessages()).toBeNull()
+  expect(loadParameterEnabled()).toEqual({})
+  for (const key of Object.values(STORAGE_KEYS)) {
+    expect(localStorage.getItem(key)).toBeNull()
+  }
+})
+
+test('storage calls without a signed-in user do not persist shared data', () => {
+  saveConfig({ model: 'signed-out-model' })
+  saveMessages(messages)
+  saveParameterEnabled({ temperature: true })
+  expect(loadConfig()).toEqual({})
+  expect(loadMessages()).toBeNull()
+  expect(loadParameterEnabled()).toEqual({})
+  expect(localStorage.length).toBe(0)
+})
diff --git a/web/src/features/playground/lib/storage/storage.ts b/web/src/features/playground/lib/storage/storage.ts
index 748298a..1454c9b 100644
--- a/web/src/features/playground/lib/storage/storage.ts
+++ b/web/src/features/playground/lib/storage/storage.ts
@@ -16,6 +16,8 @@ along with this program. If not, see <https://www.gnu.org/licenses/>.
 
 For commercial licensing, please contact support@quantumnous.com
 */
+import { useAuthStore } from '@/stores/auth-store'
+
 import { MESSAGE_STATUS, STORAGE_KEYS } from '../../constants'
 import type { PlaygroundConfig, ParameterEnabled, Message } from '../../types'
 import {
@@ -46,7 +48,18 @@ const MIN_PREFIX_COLLAPSE_LENGTH = 2000
 const MIN_REPEATED_SECTION_COUNT = 3
 const SECTION_HEADING_LINE_PATTERN = /^#{2,6}\s+\d+\.\s+.+$/gm
 
-function readStoredValue(key: string): unknown | null {
+function getUserStorageKey(key: string): string | null {
+  // Legacy data has no owner; never assign it to the next signed-in account.
+  for (const legacyKey of Object.values(STORAGE_KEYS)) {
+    localStorage.removeItem(legacyKey)
+  }
+  const userId = useAuthStore.getState().auth.user?.id
+  return userId == null ? null : `${key}:${userId}`
+}
+
+function readStoredValue(baseKey: string): unknown | null {
+  const key = getUserStorageKey(baseKey)
+  if (!key) return null
   const saved = localStorage.getItem(key)
   if (!saved) return null
 
@@ -54,11 +67,13 @@ function readStoredValue(key: string): unknown | null {
 }
 
 function readStoredMessagesValue(): unknown | null {
-  const saved = localStorage.getItem(STORAGE_KEYS.MESSAGES)
+  const key = getUserStorageKey(STORAGE_KEYS.MESSAGES)
+  if (!key) return null
+  const saved = localStorage.getItem(key)
   if (!saved) return null
 
   if (saved.length > MAX_STORED_MESSAGES_BYTES) {
-    localStorage.removeItem(STORAGE_KEYS.MESSAGES)
+    localStorage.removeItem(key)
     return null
   }
 
@@ -77,7 +92,9 @@ function unwrapStoredValue(value: unknown): unknown {
   return value
 }
 
-function writeStoredValue<T>(key: string, data: T): void {
+function writeStoredValue<T>(baseKey: string, data: T): void {
+  const key = getUserStorageKey(baseKey)
+  if (!key) return
   const payload: StoredEnvelope<T> = {
     version: STORAGE_VERSION,
     data,
@@ -384,13 +401,14 @@ export function saveMessages(messages: Message[]): void {
 }
 
 /**
- * Clear all playground data
+ * Clear the signed-in user's playground data
  */
 export function clearPlaygroundData(): void {
   try {
-    localStorage.removeItem(STORAGE_KEYS.CONFIG)
-    localStorage.removeItem(STORAGE_KEYS.PARAMETER_ENABLED)
-    localStorage.removeItem(STORAGE_KEYS.MESSAGES)
+    for (const baseKey of Object.values(STORAGE_KEYS)) {
+      const key = getUserStorageKey(baseKey)
+      if (key) localStorage.removeItem(key)
+    }
   } catch (error) {
     // eslint-disable-next-line no-console
     console.error('Failed to clear playground data:', error)
diff --git a/web/src/features/playground/lib/streaming/stream-utils.ts b/web/src/features/playground/lib/streaming/stream-utils.ts
index d5d9a19..a5a201d 100644
--- a/web/src/features/playground/lib/streaming/stream-utils.ts
+++ b/web/src/features/playground/lib/streaming/stream-utils.ts
@@ -73,9 +73,10 @@ export function parseStreamMessageUpdates(data: string): StreamMessageUpdate[] {
   }
 
   const updates: StreamMessageUpdate[] = []
+  const reasoning = delta.reasoning_content ?? delta.reasoning
 
-  if (delta.reasoning_content) {
-    updates.push({ type: 'reasoning', chunk: delta.reasoning_content })
+  if (reasoning) {
+    updates.push({ type: 'reasoning', chunk: reasoning })
   }
 
   if (delta.content) {
diff --git a/web/src/features/playground/types.ts b/web/src/features/playground/types.ts
index 855b483..31d79ca 100644
--- a/web/src/features/playground/types.ts
+++ b/web/src/features/playground/types.ts
@@ -88,7 +88,8 @@ export interface ChatCompletionChunk {
     delta: {
       role?: MessageRole
       content?: string
-      reasoning_content?: string
+      reasoning_content?: string | null
+      reasoning?: string | null
     }
     finish_reason: string | null
   }>
@@ -104,7 +105,8 @@ export interface ChatCompletionResponse {
     message: {
       role: MessageRole
       content: string
-      reasoning_content?: string
+      reasoning_content?: string | null
+      reasoning?: string | null
     }
     finish_reason: string
   }>
@@ -146,6 +148,6 @@ export interface ModelOption {
 export interface GroupOption {
   label: string
   value: string
-  ratio: number
+  ratio: number | string
   desc?: string
 }
diff --git a/web/src/features/pricing/__tests__/dynamic-price.test.ts b/web/src/features/pricing/__tests__/dynamic-price.test.ts
index 40cf4ce..d8520e4 100644
--- a/web/src/features/pricing/__tests__/dynamic-price.test.ts
+++ b/web/src/features/pricing/__tests__/dynamic-price.test.ts
@@ -793,6 +793,7 @@ describe('shared plugin price summaries', () => {
     ).toEqual(['credits', 'images'])
     expect(getCardExamplePrice(model, summaryOptions)).toEqual({
       label: 'Beta sample',
+      total: 3,
       formatted: '$3',
     })
   })
diff --git a/web/src/features/pricing/__tests__/group-pricing.test.ts b/web/src/features/pricing/__tests__/group-pricing.test.ts
index 50e4ad3..32475a0 100644
--- a/web/src/features/pricing/__tests__/group-pricing.test.ts
+++ b/web/src/features/pricing/__tests__/group-pricing.test.ts
@@ -1,28 +1,110 @@
 import { describe, expect, it } from 'vitest'
-import { getDynamicPricingTiers, getDynamicPricingSummary } from '../lib/dynamic-price'
+
+import {
+  getDynamicPricingTiers,
+  getDynamicPricingSummary,
+} from '../lib/dynamic-price'
 import type { PricingModel } from '../types'
 
 const model: PricingModel = {
-  id: 1, model_name: 'gpt-5.6-sol', quota_type: 0,
-  model_ratio: 2, completion_ratio: 5,
-  enable_groups: ['example-premium', 'example-standard'],
-  group_ratio: { 'example-premium': 0.25, 'example-standard': 0.5 },
+  id: 1,
+  model_name: 'gpt-5.6-sol',
+  quota_type: 0,
+  model_ratio: 2,
+  completion_ratio: 5,
+  enable_groups: ['gpt-v-pro', 'gpt-v-mix'],
+  group_ratio: { 'gpt-v-pro': 0.2052, 'gpt-v-mix': 0.18 },
   billing_mode: 'tiered_expr',
   billing_expr: 'tier("standard", p * 4 + c * 20 + cr * 0.4)',
-  group_billing_expr: { 'example-premium': 'tier("standard", p * 5 + c * 30 + cr * 0.5)' },
+  group_billing_expr: {
+    'gpt-v-pro': 'tier("standard", p * 5 + c * 30 + cr * 0.5)',
+  },
 }
 
 describe('group model prices', () => {
+  const flash: PricingModel = {
+    ...model,
+    model_name: 'deepseek-v4.1-flash',
+    billing_mode: 'ratio',
+    billing_expr: undefined,
+    model_ratio: 1,
+    completion_ratio: 4,
+    cache_ratio: 0.02,
+    enable_groups: ['Deepseek官Key', '国模'],
+    group_ratio: { Deepseek官Key: 0.45, 国模: 0.14 },
+    group_billing_expr: {
+      Deepseek官Key:
+        '(hour("Asia/Shanghai") >= 9 && hour("Asia/Shanghai") < 12) || (hour("Asia/Shanghai") >= 14 && hour("Asia/Shanghai") < 18) ? tier("peak", p * 2 + cr * 0.066667 + c * 8) : tier("off_peak", p * 1 + cr * 0.033334 + c * 4)',
+    },
+  }
+  it.each(['2026-10-26', '2026-10-31', '2026-11-01'])(
+    'uses the group time rules on %s including weekends and boundaries',
+    (day) => {
+      for (const [time, input, output, cache] of [
+        ['08:59', 1, 4, 0.033334],
+        ['09:00', 2, 8, 0.066667],
+        ['12:00', 1, 4, 0.033334],
+        ['14:00', 2, 8, 0.066667],
+        ['18:00', 1, 4, 0.033334],
+      ] as const) {
+        const result = getDynamicPricingSummary(flash, {
+          tokenUnit: 'M',
+          selectedGroup: 'Deepseek官Key',
+          groupRatioMultiplier: 0.45,
+          now: new Date(`${day}T${time}:00+08:00`),
+        })
+        expect(result?.primaryEntries.map((entry) => entry.value)).toEqual([
+          input,
+          output,
+        ])
+        expect(
+          result?.secondaryEntries.find(
+            (entry) => entry.field === 'cacheReadPrice'
+          )?.value
+        ).toBe(cache)
+        expect(result?.isTimePricing).toBe(true)
+      }
+    }
+  )
+  it('keeps the domestic group on legacy pricing', () => {
+    expect(
+      getDynamicPricingSummary(flash, {
+        tokenUnit: 'M',
+        selectedGroup: '国模',
+        groupRatioMultiplier: 0.14,
+      })
+    ).toBeNull()
+  })
   it('shows the configured group prices and preserves other groups', () => {
-    expect(getDynamicPricingTiers(model, 'example-premium')[0]).toMatchObject({ inputPrice: 5, outputPrice: 30 })
-    expect(getDynamicPricingTiers(model, 'example-standard')[0]).toMatchObject({ inputPrice: 4, outputPrice: 20 })
+    expect(getDynamicPricingTiers(model, 'gpt-v-pro')[0]).toMatchObject({
+      inputPrice: 5,
+      outputPrice: 30,
+    })
+    expect(getDynamicPricingTiers(model, 'gpt-v-mix')[0]).toMatchObject({
+      inputPrice: 4,
+      outputPrice: 20,
+    })
   })
   it('uses the selected group expression in card summaries', () => {
-    const result = getDynamicPricingSummary(model, { tokenUnit: 'M', selectedGroup: 'example-premium', groupRatioMultiplier: 0.25 })
+    const result = getDynamicPricingSummary(model, {
+      tokenUnit: 'M',
+      selectedGroup: 'gpt-v-pro',
+      groupRatioMultiplier: 0.2052,
+    })
     expect(result?.primaryEntries.map((entry) => entry.value)).toEqual([5, 30])
   })
   it('keeps the unfiltered best group price and resolves a single group override', () => {
-    expect(getDynamicPricingSummary(model, { tokenUnit: 'M', groupRatioMultiplier: 0.5 })?.primaryEntries[0].value).toBe(4)
-    expect(getDynamicPricingSummary({ ...model, enable_groups: ['example-premium'] }, { tokenUnit: 'M', groupRatioMultiplier: 0.25 })?.primaryEntries[0].value).toBe(5)
+    expect(
+      getDynamicPricingSummary(model, {
+        tokenUnit: 'M',
+        groupRatioMultiplier: 0.18,
+      })?.primaryEntries[0].value
+    ).toBe(4)
+    expect(
+      getDynamicPricingSummary(
+        { ...model, enable_groups: ['gpt-v-pro'] },
+        { tokenUnit: 'M', groupRatioMultiplier: 0.2052 }
+      )?.primaryEntries[0].value
+    ).toBe(5)
   })
 })
diff --git a/web/src/features/pricing/__tests__/model-cards.test.tsx b/web/src/features/pricing/__tests__/model-cards.test.tsx
index 8aedd20..1309a44 100644
--- a/web/src/features/pricing/__tests__/model-cards.test.tsx
+++ b/web/src/features/pricing/__tests__/model-cards.test.tsx
@@ -88,6 +88,38 @@ afterEach(() => {
 })
 
 describe('model cards', () => {
+  it('refreshes official-group input and cache prices when a weekend peak begins', () => {
+    vi.useFakeTimers()
+    vi.setSystemTime(new Date('2026-10-31T08:59:59+08:00'))
+    const flash = pricingModel({
+      model_name: 'deepseek-v4.1-flash',
+      billing_mode: 'ratio',
+      enable_groups: ['Deepseek官Key', '国模'],
+      group_ratio: { Deepseek官Key: 0.45, 国模: 0.14 },
+      group_billing_expr: {
+        Deepseek官Key:
+          'hour("Asia/Shanghai") >= 9 && hour("Asia/Shanghai") < 12 ? tier("peak", p * 2 + cr * 0.066667 + c * 8) : tier("off_peak", p * 1 + cr * 0.033334 + c * 4)',
+      },
+    })
+    render(
+      <>
+        <ModelCard
+          model={flash}
+          selectedGroup='Deepseek官Key'
+          onClick={vi.fn()}
+        />
+        <CachedPriceCell
+          model={flash}
+          options={{ selectedGroup: 'Deepseek官Key', tokenUnit: 'M' }}
+        />
+      </>
+    )
+    expect(screen.getByText('$0.45')).toBeVisible()
+    expect(screen.getAllByText('$0.015')).toHaveLength(2)
+    act(() => vi.advanceTimersByTime(1000))
+    expect(screen.getByText('$0.9')).toBeVisible()
+    expect(screen.getAllByText('$0.03')).toHaveLength(2)
+  })
   it('shows separate generic and image cache prices including a free image cache', () => {
     render(
       <CachedPriceCell
@@ -153,35 +185,108 @@ describe('model cards', () => {
     expect(onClick).not.toHaveBeenCalled()
     await user.click(screen.getByRole('button', { name: 'Details' }))
     expect(onClick).toHaveBeenCalledOnce()
+    expect(onClick).toHaveBeenCalledWith(name)
   })
 
-  it('retains a neutral health strip and missing values when metrics are unavailable', () => {
+  it('shows missing values without placeholder bars when metrics are unavailable', () => {
     render(<ModelCard model={pricingModel()} onClick={vi.fn()} />)
     const metrics = screen.getByLabelText(
       'Performance metrics for the last 24 hours'
     )
-    expect(within(metrics).getByText('—')).toBeVisible()
+    expect(within(metrics).getAllByText('—')).toHaveLength(2)
     expect(within(metrics).getByText('—s')).toBeVisible()
     expect(within(metrics).getByText('—t/s')).toBeVisible()
     expect(within(metrics).queryByText(/100/)).not.toBeInTheDocument()
-    expect(
-      within(metrics).getByRole('img', {
-        name: 'Recent success-rate samples; gray bars indicate missing data.',
-      })
-    ).toBeVisible()
+    const statusStrip = within(metrics).getByRole('img', {
+      name: 'No performance data available',
+    })
+    expect(statusStrip).toHaveTextContent('—')
+    expect(statusStrip.querySelectorAll('[aria-hidden]')).toHaveLength(0)
     expect(screen.getByText('No description available.')).toBeVisible()
     expect(screen.getByRole('button', { name: 'Details' })).toBeEnabled()
   })
 
-  it('uses fixed spacing between hourly status bars', () => {
-    render(<ModelCard model={pricingModel()} onClick={vi.fn()} />)
+  it('uses fixed spacing between available status samples', () => {
+    render(
+      <ModelCard
+        model={pricingModel()}
+        onClick={vi.fn()}
+        perf={{
+          avg_latency_ms: 1200,
+          avg_tps: 42,
+          success_rate: 50,
+          recent_success_series: [
+            { ts: 3600, success_rate: 100 },
+            { ts: 18000, success_rate: 0 },
+          ],
+        }}
+      />
+    )
     const statusStrip = screen.getByRole('img', {
-      name: 'Recent success-rate samples; gray bars indicate missing data.',
+      name: 'Success rate',
     })
     expect(statusStrip).toHaveClass('gap-px')
     expect(statusStrip).not.toHaveClass('justify-between')
   })
 
+  it('shows server history for idle models while preserving the current window metrics', async () => {
+    const request = vi.spyOn(api, 'get').mockResolvedValue({
+      data: {
+        success: true,
+        data: {
+          models: [
+            {
+              model_name: 'active-model',
+              avg_latency_ms: 1200,
+              avg_tps: 42,
+              success_rate: 99.8,
+              recent_success_series: [{ ts: 7200, success_rate: 0 }],
+            },
+          ],
+          recent_success_series: {
+            'active-model': [{ ts: 3600, success_rate: 100 }],
+            'idle-model': [
+              { ts: 3600, success_rate: 0 },
+              { ts: 7200, success_rate: 100 },
+            ],
+          },
+        },
+      },
+    })
+    render(
+      <QueryClientProvider client={queryClient}>
+        <ModelCardGrid
+          models={[
+            pricingModel({ model_name: 'active-model' }),
+            pricingModel({ id: 2, model_name: 'idle-model' }),
+          ]}
+          onModelClick={vi.fn()}
+        />
+      </QueryClientProvider>
+    )
+    await screen.findByText('99.80%')
+    expect(request).toHaveBeenCalledWith('/api/perf-metrics/summary', {
+      params: { hours: 24, recent_model: ['active-model', 'idle-model'] },
+      paramsSerializer: { indexes: null },
+    })
+    const [active, idle] = screen.getAllByLabelText(
+      'Performance metrics for the last 24 hours'
+    )
+    expect(within(active).getByText('1.20s')).toBeVisible()
+    expect(
+      within(active).getByRole('img', { name: 'Success rate' }).children[0]
+    ).toHaveClass('bg-emerald-500')
+    const samples = within(idle).getByRole('img', {
+      name: 'Success rate',
+    }).children
+    expect(samples).toHaveLength(2)
+    expect(samples[0]).toHaveClass('bg-red-500')
+    expect(samples[1]).toHaveClass('bg-emerald-500')
+    expect(within(idle).getByText('—')).toBeVisible()
+    expect(within(idle).getByText('—s')).toBeVisible()
+    expect(within(idle).getByText('—t/s')).toBeVisible()
+  })
+
   it('keeps group, endpoint and tag overflow counts with their own metadata', () => {
     const groups = ['default-with-a-long-group-name', 'premium', 'internal']
     const endpoints = ['openai-response', 'openai', 'claude', 'gemini', 'jina']
@@ -261,7 +366,7 @@ describe('model cards', () => {
       const metrics = screen.getByLabelText(
         'Performance metrics for the last 24 hours'
       )
-      expect(within(metrics).getByText(expected)).toBeVisible()
+      expect(within(metrics).getAllByText(expected)[0]).toBeVisible()
       expect(within(metrics).getByText('Status')).toBeVisible()
       expect(within(metrics).getByText('1.20s')).toBeVisible()
       expect(within(metrics).getByText('42.0t/s')).toBeVisible()
@@ -340,6 +445,68 @@ describe('model cards', () => {
     )
   })
 
+  it('shows the cache read price of an expression model after its input and output prices', () => {
+    render(
+      <ModelCard
+        model={pricingModel({
+          billing_mode: 'tiered_expr',
+          billing_expr: 'tier("base", p * 0.15 + c * 0.6 + cr * 0.003)',
+        })}
+        onClick={vi.fn()}
+        tokenUnit='M'
+        selectedGroup='default'
+      />
+    )
+    expect(screen.getByText('Input').parentElement).toHaveTextContent(
+      /\$0.15\s*\/\s*1M/
+    )
+    expect(screen.getByText('Output').parentElement).toHaveTextContent(
+      /\$0.6\s*\/\s*1M/
+    )
+    expect(screen.getByText('Cache Read').parentElement).toHaveTextContent(
+      /\$0.003\s*\/\s*1M/
+    )
+  })
+
+  it('shows the cache read price once when a plugin provider already lists it as a main price', () => {
+    render(
+      <ModelCard
+        model={pricingModel({
+          billing_plugin_variants: [
+            {
+              plugin_key: 'alpha',
+              plugin_name: 'Alpha',
+              billing_mode: 'tiered_expr',
+              billing_expr: 'tier("base", p * 1 + c * 2 + cr * 0.5)',
+              billing_usage_schema: {},
+            },
+          ],
+        })}
+        onClick={vi.fn()}
+        tokenUnit='M'
+        selectedGroup='default'
+      />
+    )
+    expect(screen.getAllByText('Cache Read')).toHaveLength(1)
+  })
+
+  it('shows the cache read price of an expression model that prices nothing else', () => {
+    render(
+      <ModelCard
+        model={pricingModel({
+          billing_mode: 'tiered_expr',
+          billing_expr: 'tier("base", cr * 0.5)',
+        })}
+        onClick={vi.fn()}
+        tokenUnit='M'
+        selectedGroup='default'
+      />
+    )
+    expect(screen.getByText('Cache Read').parentElement).toHaveTextContent(
+      /\$0.5\s*\/\s*1M/
+    )
+  })
+
   it('keeps task price ranges in their actual usage unit instead of the selected token unit', () => {
     render(
       <ModelCard
@@ -361,6 +528,47 @@ describe('model cards', () => {
     expect(screen.queryByText(/1K|1M/)).not.toBeInTheDocument()
   })
 
+  it('hides a task usage price left at zero while another usage price is set', () => {
+    render(
+      <ModelCard
+        model={pricingModel({
+          billing_mode: 'tiered_expr',
+          billing_expr: 'tier("base", u("count") * 0 + u("seconds") * 0.7)',
+          billing_usage_schema: {
+            count: {
+              type: 'number',
+              unit: 'count',
+              description: { en: 'Per-task price' },
+            },
+            seconds: {
+              type: 'number',
+              unit: 'second',
+              description: { en: 'Video generation unit price' },
+            },
+          },
+        })}
+        onClick={vi.fn()}
+      />
+    )
+    expect(screen.getByText('Video generation unit price')).toBeVisible()
+    expect(screen.queryByText('Per-task price')).not.toBeInTheDocument()
+  })
+
+  it('does not show the tier name of a single-tier task price', () => {
+    render(
+      <ModelCard
+        model={pricingModel({
+          billing_mode: 'tiered_expr',
+          billing_expr: 'tier("base", u("seconds") * 0.4)',
+          billing_usage_schema: { seconds: { type: 'number', unit: 'second' } },
+        })}
+        onClick={vi.fn()}
+      />
+    )
+    expect(screen.getByText(/^\$0\.4$/)).toBeVisible()
+    expect(screen.queryByText('(base)')).not.toBeInTheDocument()
+  })
+
   it('shows the unconfigured usage message without inventing a token price', () => {
     render(
       <ModelCard
@@ -418,7 +626,7 @@ describe('model cards', () => {
     expect(screen.getByText(expression)).toBeVisible()
   })
 
-  it('keeps browsing and neutral health placeholders available after the metrics request fails', async () => {
+  it('keeps browsing and missing metric values available after the metrics request fails', async () => {
     const request = vi
       .spyOn(api, 'get')
       .mockRejectedValue(new Error('metrics unavailable'))
@@ -430,26 +638,30 @@ describe('model cards', () => {
     )
     await waitFor(() =>
       expect(
-        queryClient.getQueryState(['perf-metrics-summary', 24])?.status
+        queryClient.getQueryState([
+          'perf-metrics-summary',
+          24,
+          ['example-model'],
+        ])?.status
       ).toBe('error')
     )
     expect(request).toHaveBeenCalledWith('/api/perf-metrics/summary', {
-      params: { hours: 24 },
+      params: { hours: 24, recent_model: ['example-model'] },
+      paramsSerializer: { indexes: null },
     })
     expect(
       within(
         screen.getByLabelText('Performance metrics for the last 24 hours')
       ).getAllByText(/^—/)
-    ).toHaveLength(3)
+    ).toHaveLength(4)
     const user = userEvent.setup()
     await user.click(screen.getByRole('button', { name: 'Details' }))
     expect(onModelClick).toHaveBeenCalledWith('example-model')
   })
 
   it('paginates the model cards and disables navigation at both boundaries', async () => {
-    queryClient.setQueryData(['perf-metrics-summary', 24], {
-      success: true,
-      data: { models: [] },
+    const request = vi.spyOn(api, 'get').mockResolvedValue({
+      data: { success: true, data: { models: [] } },
     })
     const models = Array.from({ length: 21 }, (_, index) =>
       pricingModel({ id: index + 1, model_name: `model-${index + 1}` })
@@ -462,16 +674,27 @@ describe('model cards', () => {
     )
     expect(screen.getByRole('button', { name: 'Previous page' })).toBeDisabled()
     expect(screen.getAllByRole('heading', { level: 3 })).toHaveLength(20)
+    expect(request).toHaveBeenCalledWith('/api/perf-metrics/summary', {
+      params: {
+        hours: 24,
+        recent_model: models.slice(0, 20).map((model) => model.model_name),
+      },
+      paramsSerializer: { indexes: null },
+    })
     await user.click(screen.getByRole('button', { name: 'Next page' }))
     expect(screen.getAllByRole('heading', { level: 3 })).toHaveLength(1)
     expect(screen.getByRole('heading', { name: 'model-21' })).toBeVisible()
+    expect(request).toHaveBeenLastCalledWith('/api/perf-metrics/summary', {
+      params: { hours: 24, recent_model: ['model-21'] },
+      paramsSerializer: { indexes: null },
+    })
     expect(screen.getByRole('button', { name: 'Next page' })).toBeDisabled()
     await user.click(screen.getByRole('button', { name: 'Previous page' }))
     expect(screen.getByRole('heading', { name: 'model-1' })).toBeVisible()
   })
 
   it('switches the card grid to three columns at the xl breakpoint instead of 2xl', () => {
-    queryClient.setQueryData(['perf-metrics-summary', 24], {
+    queryClient.setQueryData(['perf-metrics-summary', 24, ['example-model']], {
       success: true,
       data: { models: [] },
     })
@@ -488,7 +711,7 @@ describe('model cards', () => {
     expect(grid).not.toHaveClass('min-[1440px]:grid-cols-3')
   })
 
-  it('lights slots 23 and 18 when series has the current hour and five hours earlier', () => {
+  it('shows only sparse valid samples in chronological order without placeholder bars', () => {
     vi.useFakeTimers()
     vi.setSystemTime(new Date('2026-09-07T12:00:00.000Z'))
     const currentHourStart = Math.floor(Date.now() / 1000 / 3600) * 3600
@@ -505,6 +728,7 @@ describe('model cards', () => {
           recent_success_series: [
             { ts: currentHourStart, success_rate: 100 },
             { ts: currentHourStart - 5 * 3600, success_rate: 80 },
+            { ts: currentHourStart - 3 * 3600, success_rate: 0 },
           ],
         }}
       />
@@ -512,25 +736,63 @@ describe('model cards', () => {
 
     const spans = [
       ...screen.getByRole('img', {
-        name: 'Recent success-rate samples; gray bars indicate missing data.',
+        name: 'Success rate',
       }).children,
     ]
-    expect(spans).toHaveLength(24)
-    spans.forEach((slot, index) => {
-      if (index === 18 || index === 23) {
-        expect(slot.classList.contains('bg-muted-foreground/15')).toBe(false)
-        return
-      }
-      expect(slot.classList.contains('bg-muted-foreground/15')).toBe(true)
-    })
+    expect(spans).toHaveLength(3)
+    expect(spans[0]).toHaveClass('bg-amber-500')
+    expect(spans[1]).toHaveClass('bg-red-500')
+    expect(spans[2]).toHaveClass('bg-emerald-500')
     vi.useRealTimers()
   })
 
-  it('keeps all 24 slots gray when a series point is 24 hours before the current hour', () => {
-    vi.useFakeTimers()
-    vi.setSystemTime(new Date('2026-09-07T12:00:00.000Z'))
-    const currentHourStart = Math.floor(Date.now() / 1000 / 3600) * 3600
+  it('skips invalid samples without inserting gaps or dropping a zero success rate', () => {
+    const windowStart = Date.parse('2026-09-07T00:00:00.000Z') / 1000
+    render(
+      <ModelCard
+        model={pricingModel()}
+        onClick={vi.fn()}
+        perf={{
+          avg_latency_ms: 1200,
+          avg_tps: 42,
+          success_rate: 50,
+          window_start: windowStart,
+          recent_success_series: [
+            { ts: windowStart, success_rate: 100 },
+            { ts: windowStart + 3600, success_rate: Number.NaN },
+            { ts: windowStart + 2 * 3600, success_rate: -1 },
+            { ts: windowStart + 3 * 3600, success_rate: 101 },
+            {
+              ts: windowStart + 4 * 3600,
+              success_rate: Number.POSITIVE_INFINITY,
+            },
+            { ts: windowStart + 5 * 3600, success_rate: 0 },
+            { ts: Number.NaN, success_rate: 100 },
+          ],
+        }}
+      />
+    )
 
+    const spans = [
+      ...screen.getByRole('img', {
+        name: 'Success rate',
+      }).children,
+    ]
+    expect(spans).toHaveLength(2)
+    expect(spans[0]).toHaveClass('bg-emerald-500')
+    expect(spans[1]).toHaveClass('bg-red-500')
+  })
+
+  it('shows the latest 24 valid samples without requiring hourly window metadata or mutating the series', () => {
+    const recentSeries = [
+      { ts: 0, success_rate: 0 },
+      ...Array.from({ length: 24 }, (_, index) => ({
+        ts: (index + 1) * 7200,
+        success_rate: 100,
+      })),
+      { ts: 25 * 7200, success_rate: Number.NaN },
+    ].reverse()
+    const originalSeries = [...recentSeries]
     render(
       <ModelCard
         model={pricingModel()}
@@ -539,47 +801,48 @@ describe('model cards', () => {
           avg_latency_ms: 1200,
           avg_tps: 42,
           success_rate: 100,
-          window_start: currentHourStart - 23 * 3600,
-          recent_success_series: [
-            { ts: currentHourStart - 24 * 3600, success_rate: 100 },
-          ],
+          recent_success_series: recentSeries,
         }}
       />
     )
 
     const spans = [
       ...screen.getByRole('img', {
-        name: 'Recent success-rate samples; gray bars indicate missing data.',
+        name: 'Success rate',
       }).children,
     ]
     expect(spans).toHaveLength(24)
-    spans.forEach((slot) => {
-      expect(slot.classList.contains('bg-muted-foreground/15')).toBe(true)
+    spans.forEach((sample) => {
+      expect(sample).toHaveClass('bg-emerald-500')
     })
-    vi.useRealTimers()
+    expect(recentSeries).toEqual(originalSeries)
   })
 
-  it('keeps all 24 slots gray when recent_success_series is undefined', () => {
-    render(
-      <ModelCard
-        model={pricingModel()}
-        onClick={vi.fn()}
-        perf={{ avg_latency_ms: 1200, avg_tps: 42, success_rate: 100 }}
-      />
-    )
+  it.each([undefined, [], [{ ts: 3600, success_rate: Number.NaN }]])(
+    'shows an empty state without bars when the series has no valid samples: %j',
+    (series) => {
+      render(
+        <ModelCard
+          model={pricingModel()}
+          onClick={vi.fn()}
+          perf={{
+            avg_latency_ms: 1200,
+            avg_tps: 42,
+            success_rate: 100,
+            recent_success_series: series,
+          }}
+        />
+      )
 
-    const spans = [
-      ...screen.getByRole('img', {
-        name: 'Recent success-rate samples; gray bars indicate missing data.',
-      }).children,
-    ]
-    expect(spans).toHaveLength(24)
-    spans.forEach((slot) => {
-      expect(slot.classList.contains('bg-muted-foreground/15')).toBe(true)
-    })
-  })
+      const statusStrip = screen.getByRole('img', {
+        name: 'No performance data available',
+      })
+      expect(statusStrip).toHaveTextContent('—')
+      expect(statusStrip.querySelectorAll('[aria-hidden]')).toHaveLength(0)
+    }
+  )
 
-  it('uses the server window even when the browser clock is a day ahead', () => {
+  it('shows a single server sample without padding when the browser clock is a day ahead', () => {
     vi.useFakeTimers()
     vi.setSystemTime(new Date('2026-09-07T12:37:00.000Z'))
     const currentHourStart = Math.floor(Date.now() / 1000 / 3600) * 3600
@@ -602,17 +865,11 @@ describe('model cards', () => {
 
     const spans = [
       ...screen.getByRole('img', {
-        name: 'Recent success-rate samples; gray bars indicate missing data.',
+        name: 'Success rate',
       }).children,
     ]
-    expect(spans).toHaveLength(24)
-    spans.forEach((slot, index) => {
-      if (index === 18) {
-        expect(slot.classList.contains('bg-muted-foreground/15')).toBe(false)
-        return
-      }
-      expect(slot.classList.contains('bg-muted-foreground/15')).toBe(true)
-    })
+    expect(spans).toHaveLength(1)
+    expect(spans[0]).toHaveClass('bg-amber-500')
     vi.useRealTimers()
   })
 })
diff --git a/web/src/features/pricing/__tests__/pricing-controls.test.tsx b/web/src/features/pricing/__tests__/pricing-controls.test.tsx
index c297ebb..69b9030 100644
--- a/web/src/features/pricing/__tests__/pricing-controls.test.tsx
+++ b/web/src/features/pricing/__tests__/pricing-controls.test.tsx
@@ -20,10 +20,12 @@ import { render, screen, within } from '@testing-library/react'
 import userEvent from '@testing-library/user-event'
 import { describe, expect, it, vi } from 'vitest'
 
+import { PricingSidebar } from '../components/pricing-sidebar'
 import {
   PricingToolbar,
   type PricingToolbarProps,
 } from '../components/pricing-toolbar'
+import type { PricingModel } from '../types'
 
 function toolbarProps(): PricingToolbarProps {
   return {
@@ -59,6 +61,84 @@ function toolbarProps(): PricingToolbarProps {
 }
 
 describe('pricing controls', () => {
+  it('counts each model once per filter and updates counts when the catalog changes', () => {
+    const props = toolbarProps()
+    const base: PricingModel = {
+      id: 1,
+      model_name: 'text-model',
+      vendor_name: 'Vendor A',
+      quota_type: 0,
+      model_ratio: 1,
+      completion_ratio: 1,
+      enable_groups: ['default'],
+      tags: 'Chat,chat',
+      supported_endpoint_types: ['openai', 'openai'],
+    }
+    const models: PricingModel[] = [
+      base,
+      {
+        ...base,
+        id: 2,
+        model_name: 'image-model',
+        quota_type: 1,
+        tags: 'chat,Image',
+        supported_endpoint_types: ['image-generation'],
+      },
+      {
+        ...base,
+        id: 3,
+        model_name: 'task-model',
+        vendor_name: 'Vendor B',
+        tags: 'Video',
+        supported_endpoint_types: ['openai-video'],
+        billing_usage_schema: { seconds: { type: 'number', unit: 'second' } },
+      },
+    ]
+    const sidebarProps = {
+      ...props,
+      vendors: [
+        { id: 1, name: 'Vendor A' },
+        { id: 2, name: 'Vendor B' },
+      ],
+      tags: ['Chat', 'Image', 'Video'],
+    }
+    const { rerender } = render(
+      <PricingSidebar {...sidebarProps} models={models} />
+    )
+
+    expect(
+      screen.getByRole('button', { name: /^All Vendors\s*3$/ })
+    ).toBeVisible()
+    expect(screen.getByRole('button', { name: /^Vendor A\s*2$/ })).toBeVisible()
+    expect(screen.getByRole('button', { name: /^Vendor B\s*1$/ })).toBeVisible()
+    expect(screen.getByRole('button', { name: /^Chat\s*2$/ })).toBeVisible()
+    expect(screen.getByRole('button', { name: /^Chat\s*1$/ })).toBeVisible()
+    expect(
+      screen.getByRole('button', { name: /^Token-based\s*1$/ })
+    ).toBeVisible()
+    expect(
+      screen.getByRole('button', { name: /^Per Request\s*1$/ })
+    ).toBeVisible()
+    expect(
+      screen.getByRole('button', { name: /^Task billing\s*1$/ })
+    ).toBeVisible()
+
+    rerender(<PricingSidebar {...sidebarProps} models={[models[1]]} />)
+    expect(
+      screen.getByRole('button', { name: /^All Vendors\s*1$/ })
+    ).toBeVisible()
+    expect(screen.getByRole('button', { name: /^Vendor A\s*1$/ })).toBeVisible()
+    expect(screen.queryByRole('button', { name: /^Vendor B\s*1$/ })).toBeNull()
+    expect(screen.getByRole('button', { name: /^Chat\s*1$/ })).toBeVisible()
+    expect(screen.getByRole('button', { name: /^Chat\s*0$/ })).toBeVisible()
+    expect(
+      screen.getByRole('button', { name: /^Token-based\s*0$/ })
+    ).toBeVisible()
+    expect(
+      screen.getByRole('button', { name: /^Task billing\s*0$/ })
+    ).toBeVisible()
+  })
+
   it('changes the token unit and keeps the selected unit pressed when clicked again', async () => {
     const props = toolbarProps()
     const user = userEvent.setup()
@@ -112,9 +192,9 @@ describe('pricing controls', () => {
     render(<PricingToolbar {...props} />)
     await user.click(screen.getByRole('button', { name: 'Name' }))
     await user.click(
-      screen.getByRole('menuitem', { name: 'Price: Low to High' })
+      screen.getByRole('menuitem', { name: 'Input Price: Low to High' })
     )
-    expect(props.onSortChange).toHaveBeenCalledWith('price-low')
+    expect(props.onSortChange).toHaveBeenCalledWith('input-price-low')
   })
 
   it('opens mobile filters from the left, selects a group, and restores focus on close', async () => {
diff --git a/web/src/features/pricing/__tests__/sorting.test.ts b/web/src/features/pricing/__tests__/sorting.test.ts
new file mode 100644
index 0000000..f8df699
--- /dev/null
+++ b/web/src/features/pricing/__tests__/sorting.test.ts
@@ -0,0 +1,126 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { describe, expect, test } from 'vitest'
+
+import { SORT_OPTIONS } from '../constants'
+import { sortModels } from '../lib/filters'
+import type { PricingModel } from '../types'
+
+function pricingModel(
+  modelName: string,
+  overrides: Partial<PricingModel>
+): PricingModel {
+  return {
+    id: 1,
+    model_name: modelName,
+    quota_type: 0,
+    model_ratio: 1,
+    completion_ratio: 1,
+    enable_groups: ['default'],
+    ...overrides,
+  }
+}
+
+const models = [
+  pricingModel('legacy-ratio', { model_ratio: 1, completion_ratio: 4 }),
+  pricingModel('legacy-per-call', { quota_type: 1, model_price: 0.05 }),
+  pricingModel('expr-tokens', {
+    billing_mode: 'tiered_expr',
+    billing_expr: 'tier("base", p * 1 + c * 10)',
+  }),
+  pricingModel('expr-long-context', {
+    billing_mode: 'tiered_expr',
+    billing_expr:
+      'len <= 200000 ? tier("standard", p * 3 + c * 15) : tier("long", p * 6 + c * 22.5)',
+  }),
+  pricingModel('expr-input-only', {
+    billing_mode: 'tiered_expr',
+    billing_expr: 'tier("base", p * 0.1)',
+  }),
+  pricingModel('expr-fixed', {
+    billing_mode: 'tiered_expr',
+    billing_expr: 'tier("request", fixed(0.02))',
+  }),
+  pricingModel('expr-task', {
+    billing_mode: 'tiered_expr',
+    billing_expr: 'tier("base", u("seconds") * 0.1)',
+    billing_usage_schema: { seconds: { type: 'number', unit: 'second' } },
+    billing_usage_examples: [{ label: '5s', facts: { seconds: 5 } }],
+  }),
+]
+
+describe('price sorting', () => {
+  test.each([
+    [
+      SORT_OPTIONS.INPUT_PRICE_LOW,
+      [
+        'expr-input-only',
+        'expr-tokens',
+        'legacy-ratio',
+        'expr-long-context',
+        'legacy-per-call',
+        'expr-fixed',
+        'expr-task',
+      ],
+    ],
+    [
+      SORT_OPTIONS.INPUT_PRICE_HIGH,
+      [
+        'expr-long-context',
+        'legacy-ratio',
+        'expr-tokens',
+        'expr-input-only',
+        'legacy-per-call',
+        'expr-fixed',
+        'expr-task',
+      ],
+    ],
+    [
+      SORT_OPTIONS.OUTPUT_PRICE_LOW,
+      [
+        'legacy-ratio',
+        'expr-tokens',
+        'expr-long-context',
+        'legacy-per-call',
+        'expr-input-only',
+        'expr-fixed',
+        'expr-task',
+      ],
+    ],
+    [
+      SORT_OPTIONS.REQUEST_PRICE_HIGH,
+      [
+        'expr-task',
+        'legacy-per-call',
+        'expr-fixed',
+        'legacy-ratio',
+        'expr-tokens',
+        'expr-long-context',
+        'expr-input-only',
+      ],
+    ],
+  ])(
+    '%s compares base prices across legacy and expression billing and keeps unpriced models last',
+    (sortBy, expected) => {
+      expect(sortModels(models, sortBy).map((m) => m.model_name)).toEqual(
+        expected
+      )
+    }
+  )
+})
diff --git a/web/src/features/pricing/__tests__/task-expr.test.ts b/web/src/features/pricing/__tests__/task-expr.test.ts
index fad6e5f..c1ae636 100644
--- a/web/src/features/pricing/__tests__/task-expr.test.ts
+++ b/web/src/features/pricing/__tests__/task-expr.test.ts
@@ -17,6 +17,7 @@ along with this program. If not, see <https://www.gnu.org/licenses/>.
 For commercial licensing, please contact support@quantumnous.com
 */
 import assert from 'node:assert/strict'
+
 import { describe, test } from 'vitest'
 
 import {
@@ -130,6 +131,24 @@ describe('task billing expressions', () => {
       null
     )
   })
+
+  test('drops tiers on enum values the schema no longer declares', () => {
+    const expression =
+      'u("mode") == "ultra" ? tier("ultra", u("seconds") * 1.2) : u("mode") == "pro" ? tier("pro", u("seconds") * 0.8) : tier("std", u("seconds") * 0.4)'
+    const parsed = tryParseTaskVisualConfig(expression, schema)
+    assert.ok(parsed)
+    assert.deepEqual(
+      parsed.tiers.map((tier) => [tier.label, tier.unitPrices.seconds]),
+      [
+        ['pro', 0.8],
+        ['std', 0.4],
+      ]
+    )
+    assert.deepEqual(
+      parseTaskTiersFromExpr(expression, schema).map((tier) => tier.label),
+      ['pro', 'std']
+    )
+  })
 })
 
 describe('task visual pricing preview', () => {
@@ -305,7 +324,10 @@ describe('task visual pricing preview', () => {
       null
     )
     assert.deepEqual(
-      parseTaskTiersFromExpr('tier("base", u("tokens") * 0.0000098)', tokenSchema),
+      parseTaskTiersFromExpr(
+        'tier("base", u("tokens") * 0.0000098)',
+        tokenSchema
+      ),
       []
     )
   })
diff --git a/web/src/features/pricing/__tests__/task-matrix-display.test.ts b/web/src/features/pricing/__tests__/task-matrix-display.test.ts
index ec0fa97..8156f57 100644
--- a/web/src/features/pricing/__tests__/task-matrix-display.test.ts
+++ b/web/src/features/pricing/__tests__/task-matrix-display.test.ts
@@ -17,10 +17,16 @@ along with this program. If not, see <https://www.gnu.org/licenses/>.
 For commercial licensing, please contact support@quantumnous.com
 */
 import assert from 'node:assert/strict'
-import { describe, test } from 'vitest'
 
+import { describe, expect, test } from 'vitest'
+
+import { parseTaskTiersFromExpr } from '../lib/billing-expr'
+import { evaluateBillingExpression } from '../lib/billing-expression/runtime'
 import { getDynamicPriceEntries } from '../lib/dynamic-price'
-import { getTaskMatrixDisplayTiers } from '../lib/task-matrix-display'
+import {
+  getTaskMatrixDisplayTiers,
+  getTaskPricingDisplayTiers,
+} from '../lib/task-matrix-display'
 import type { BillingUsageSchema } from '../types'
 
 const resolutionSchema: BillingUsageSchema = {
@@ -38,6 +44,149 @@ const numberOnlySchema: BillingUsageSchema = {
   seconds: { type: 'number', unit: 'second' },
 }
 
+describe('conditional task price display', () => {
+  const schema: BillingUsageSchema = {
+    seconds: { type: 'number', unit: 'second' },
+    resolution: { enum: ['768P', '1080P', '2K', '4K'] },
+  }
+  const expression =
+    'tier("standard", u("seconds") * (hour("Asia/Shanghai") >= 18 && hour("Asia/Shanghai") < 22 ? (u("resolution") == "1080P" || u("resolution") == "2K" ? 0.096 : u("resolution") == "4K" ? 0.12 : 0.072) : (u("resolution") == "1080P" || u("resolution") == "2K" ? 0.12 : u("resolution") == "4K" ? 0.15 : 0.09)))'
+
+  test('expands nested time and resolution prices without changing the editable expression contract', () => {
+    const tiers = getTaskPricingDisplayTiers(expression, schema)
+    expect(tiers).toHaveLength(8)
+    expect(tiers.map((tier) => tier.unitPrices.seconds)).toEqual([
+      0.072, 0.09, 0.096, 0.12, 0.096, 0.12, 0.12, 0.15,
+    ])
+    expect(parseTaskTiersFromExpr(expression, schema)).toEqual([])
+    for (const clock of ['17:59:00', '18:00:00', '21:59:00', '22:00:00']) {
+      const now = new Date(`2026-09-18T${clock}+08:00`)
+      for (const resolution of ['768P', '1080P', '2K', '4K']) {
+        const usage = { seconds: 10, resolution }
+        const matches = tiers.filter((tier) => {
+          if (
+            !tier.conditions.every(
+              (condition) => condition.value === resolution
+            )
+          ) {
+            return false
+          }
+          const result = evaluateBillingExpression(
+            `(${tier.conditionText}) ? 1 : 0`,
+            { now }
+          )
+          return result.status === 'success' && result.cost === 1
+        })
+        expect(matches).toHaveLength(1)
+        const actual = evaluateBillingExpression(expression, { usage, now })
+        expect(actual.status).toBe('success')
+        if (actual.status === 'success') {
+          expect(matches[0].unitPrices.seconds * 10).toBeCloseTo(
+            actual.cost,
+            12
+          )
+        }
+      }
+    }
+  })
+
+  test('supports reversed multiplication, enum OR and token scaling while preserving zero prices', () => {
+    const tiers = getTaskPricingDisplayTiers(
+      'tier("base", 0.1 + (u("resolution") == "1080P" || u("resolution") == "2K" ? 9.8 : 0) * u("tokens") / 1000000)',
+      { ...schema, tokens: { type: 'number', unit: 'token' } }
+    )
+    expect(tiers.map((tier) => tier.unitPrices.tokens)).toEqual([
+      0, 9.8, 9.8, 0,
+    ])
+    expect(tiers.every((tier) => tier.constant === 0.1)).toBe(true)
+  })
+
+  test.each([
+    'tier("base", u("seconds") * u("seconds"))',
+    'tier("base", u("seconds") / u("seconds"))',
+    'tier("base", u("seconds") * (param("resolution") == "4K" ? 0.15 : 0.09))',
+    'tier("base", u("seconds") * (u("seconds") > 30 ? 0.15 : 0.09))',
+    'tier("base", u("seconds") * (u("missing") == "4K" ? 0.15 : 0.09))',
+    'tier("base", u("seconds") * (u("resolution") == "4K" ? 0.15 : 1 / 0))',
+    'tier("base", u("seconds") * (u("resolution") == "4K" ? 0.15 : -0.09))',
+    'tier("base", u("seconds") * (hour("UTC") > "18" ? 0.15 : 0.09))',
+  ])('keeps the entire unsupported expression as a fallback: %s', (source) => {
+    expect(getTaskPricingDisplayTiers(source, schema)).toEqual([])
+  })
+
+  test('keeps enum defaults, boolean facts, constants and multiple usage units exact', () => {
+    const rows = getTaskPricingDisplayTiers(
+      'u("audio") == true && u("resolution") != "4K" ? tier("base", 0.1 + (u("seconds") * 0.2 + u("clips") * 0.5) * 2) : tier("base", u("seconds") * 0)',
+      {
+        ...schema,
+        audio: { type: 'boolean' },
+        clips: { type: 'number', unit: 'count' },
+      }
+    )
+    expect(rows).toHaveLength(8)
+    const paid = rows.filter((row) => row.constant === 0.1)
+    expect(paid).toHaveLength(3)
+    expect(
+      paid.every(
+        (row) => row.unitPrices.seconds === 0.4 && row.unitPrices.clips === 1
+      )
+    ).toBe(true)
+    expect(
+      rows
+        .filter((row) => row.constant === 0)
+        .every(
+          (row) => row.unitPrices.seconds === 0 && row.unitPrices.clips === 0
+        )
+    ).toBe(true)
+  })
+
+  test.each([
+    {
+      expression: 'tier("base", u("count") * 0 + u("seconds") * 0.7)',
+      unitPrices: { seconds: 0.7 },
+    },
+    {
+      expression: 'tier("free", u("count") * 0 + u("seconds") * 0)',
+      unitPrices: { count: 0, seconds: 0 },
+    },
+  ])(
+    'shows a usage price that is zero in every tier only when no other usage price is set: $expression',
+    ({ expression, unitPrices }) => {
+      expect(
+        getTaskPricingDisplayTiers(expression, {
+          count: { type: 'number', unit: 'count' },
+          seconds: { type: 'number', unit: 'second' },
+        }).map((tier) => tier.unitPrices)
+      ).toEqual([unitPrices])
+    }
+  )
+
+  test('treats a nested condition on an undeclared enum value as never matching', () => {
+    const tiers = getTaskPricingDisplayTiers(expression, {
+      ...schema,
+      resolution: { enum: ['768P', '1080P'] },
+    })
+    expect(tiers).toHaveLength(4)
+    expect(tiers.map((tier) => tier.unitPrices.seconds)).toEqual([
+      0.072, 0.09, 0.096, 0.12,
+    ])
+  })
+
+  test('falls back completely when categorical expansion exceeds the display limit', () => {
+    expect(
+      getTaskPricingDisplayTiers(
+        'tier("base", u("seconds") * (u("resolution") == "0" ? 0.1 : 0.2))',
+        {
+          ...schema,
+          resolution: {
+            enum: Array.from({ length: 129 }, (_, index) => String(index)),
+          },
+        }
+      )
+    ).toEqual([])
+  })
+})
+
 describe('task matrix marketplace display rows', () => {
   test('expands a uniform flat expression into every enum combination', () => {
     const rows = getTaskMatrixDisplayTiers(
diff --git a/web/src/features/pricing/__tests__/task-matrix.test.ts b/web/src/features/pricing/__tests__/task-matrix.test.ts
index e15687d..ee91c25 100644
--- a/web/src/features/pricing/__tests__/task-matrix.test.ts
+++ b/web/src/features/pricing/__tests__/task-matrix.test.ts
@@ -307,7 +307,7 @@ describe('task matrix recognition rejection matrix', () => {
     )
   })
 
-  test('rejects undeclared usage fields and enum values', () => {
+  test('rejects a tier priced only by undeclared usage fields', () => {
     assert.equal(
       tryParseTaskMatrixConfig(
         'tier("base", u("unknown") * 0.4)',
@@ -317,13 +317,119 @@ describe('task matrix recognition rejection matrix', () => {
     )
     assert.equal(
       tryParseTaskMatrixConfig(
-        'u("mode") == "ultra" ? tier("ultra", u("seconds") * 0.8) : tier("base", u("seconds") * 0.4)',
+        'u("unknown") == 1 ? tier("one", u("seconds") * 0.8) : tier("base", u("seconds") * 0.4)',
         singleEnumSchema
       ),
       null
     )
   })
 
+  test('drops the price of a count the narrowed profile no longer declares', () => {
+    // Seedream 4.5 now declares only images above 1.5K; plugins keep reporting the dropped count as zero.
+    const schema: BillingUsageSchema = {
+      images_above_1_5k: { type: 'number', unit: 'count' },
+      input_images: { type: 'number', unit: 'count' },
+    }
+    const expression =
+      'tier("base", u("images_up_to_1_5k") * 0.2 + u("images_above_1_5k") * 0.22 + u("input_images") * 0)'
+    const matrix = tryParseTaskMatrixConfig(expression, schema)
+    assert.deepEqual(
+      matrix?.rows.map((row) => row.unitPrices),
+      [{ images_above_1_5k: 0.22, input_images: 0 }]
+    )
+  })
+
+  test('skips a tier that requires a dropped boolean fact to be true', () => {
+    const matrix = tryParseTaskMatrixConfig(
+      'u("layer_decomposition") == true ? tier("layers", u("seconds") * 0.8) : tier("base", u("seconds") * 0.4)',
+      singleEnumSchema
+    )
+    assert.deepEqual(
+      matrix?.rows.map((row) => row.unitPrices.seconds),
+      [0.4, 0.4]
+    )
+  })
+
+  test('keeps the first tier per remaining combination when the profile drops an enum', () => {
+    // Seedance 1.0 pro no longer declares video_input; the plugin keeps reporting "none".
+    const schema: BillingUsageSchema = {
+      tokens: { type: 'number', unit: 'token' },
+      resolution: { enum: ['480p', '720p', '1080p'] },
+    }
+    const expression = [
+      'u("resolution") == "480p" && u("video_input") == "none" ? tier("480p·none", u("tokens") * 2 / 1000000)',
+      'u("resolution") == "480p" && u("video_input") == "video" ? tier("480p·video", u("tokens") * 3 / 1000000)',
+      'u("resolution") == "720p" && u("video_input") == "none" ? tier("720p·none", u("tokens") * 4 / 1000000)',
+      'u("resolution") == "720p" && u("video_input") == "video" ? tier("720p·video", u("tokens") * 5 / 1000000)',
+      'u("resolution") == "1080p" && u("video_input") == "none" ? tier("1080p·none", u("tokens") * 6 / 1000000)',
+      'u("resolution") == "1080p" && u("video_input") == "video" ? tier("1080p·video", u("tokens") * 7 / 1000000)',
+      'u("resolution") == "4k" && u("video_input") == "none" ? tier("4k·none", u("tokens") * 8 / 1000000)',
+      'tier("4k·video", u("tokens") * 9 / 1000000)',
+    ].join(' : ')
+    const matrix = tryParseTaskMatrixConfig(expression, schema)
+    assert.ok(matrix)
+    assert.deepEqual(
+      matrix.rows.map((row) => [
+        row.combination.resolution,
+        row.unitPrices.tokens,
+      ]),
+      [
+        ['480p', 2],
+        ['720p', 4],
+        ['1080p', 6],
+      ]
+    )
+    const generated = generateTaskExprFromConfig(
+      { tiers: taskMatrixToTiers(matrix, schema) },
+      schema
+    )
+    for (const resolution of ['480p', '720p', '1080p']) {
+      const saved = evaluateBillingExpression(expression, {
+        usage: { tokens: 1000000, resolution, video_input: 'none' },
+      })
+      const resaved = evaluateBillingExpression(generated, {
+        usage: { tokens: 1000000, resolution },
+      })
+      assert.ok(saved.status === 'success' && resaved.status === 'success')
+      assert.equal(resaved.cost, saved.cost)
+    }
+  })
+
+  test('skips tiers on enum values the schema no longer declares and keeps the reachable prices', () => {
+    // Seedance 2.0 mini now declares 480p/720p only; the saved expression still prices 1080p and 4k.
+    const miniSchema: BillingUsageSchema = {
+      tokens: { type: 'number', unit: 'token' },
+      resolution: { enum: ['480p', '720p'] },
+      video_input: { enum: ['none', 'video'] },
+    }
+    const matrix = tryParseTaskMatrixConfig(
+      'u("resolution") == "4k" && u("video_input") == "video" ? tier("4k_video", u("tokens") * 16 / 1000000) : u("resolution") == "4k" ? tier("4k", u("tokens") * 26 / 1000000) : u("resolution") == "1080p" && u("video_input") == "video" ? tier("1080p_video", u("tokens") * 31 / 1000000) : u("resolution") == "1080p" ? tier("1080p", u("tokens") * 51 / 1000000) : u("video_input") == "video" ? tier("video", u("tokens") * 28 / 1000000) : tier("base", u("tokens") * 46 / 1000000)',
+      miniSchema
+    )
+    assert.ok(matrix)
+    assert.deepEqual(
+      matrix.rows.map((row) => [
+        row.combination.resolution,
+        row.combination.video_input,
+        row.unitPrices.tokens,
+      ]),
+      [
+        ['480p', 'none', 46],
+        ['480p', 'video', 28],
+        ['720p', 'none', 46],
+        ['720p', 'video', 28],
+      ]
+    )
+    const onlyRetired = tryParseTaskMatrixConfig(
+      'u("mode") == "ultra" ? tier("ultra", u("seconds") * 0.8) : tier("base", u("seconds") * 0.4)',
+      singleEnumSchema
+    )
+    assert.deepEqual(
+      onlyRetired?.rows.map((row) => row.unitPrices.seconds),
+      [0.4, 0.4]
+    )
+  })
+
   test('expands a tier condition that omits an enum field', () => {
     const schema: BillingUsageSchema = {
       seconds: { type: 'number', unit: 'second' },
@@ -399,11 +505,16 @@ describe('task matrix recognition rejection matrix', () => {
     assert.equal(tryParseTaskMatrixConfig(expression, singleEnumSchema), null)
   })
 
-  test('rejects multiple tiers when the schema has no enum fields', () => {
+  test('keeps the first tier when the profile drops every enum field', () => {
     const expression =
       'u("mode") == "std" ? tier("std", u("seconds") * 0.4) : tier("base", u("seconds") * 0.8)'
 
-    assert.equal(tryParseTaskMatrixConfig(expression, numberOnlySchema), null)
+    assert.deepEqual(
+      tryParseTaskMatrixConfig(expression, numberOnlySchema)?.rows.map(
+        (row) => row.unitPrices
+      ),
+      [{ seconds: 0.4 }]
+    )
   })
 })
 
diff --git a/web/src/features/pricing/__tests__/task-price-display.test.tsx b/web/src/features/pricing/__tests__/task-price-display.test.tsx
index 945b59a..bc33129 100644
--- a/web/src/features/pricing/__tests__/task-price-display.test.tsx
+++ b/web/src/features/pricing/__tests__/task-price-display.test.tsx
@@ -100,6 +100,125 @@ const model: PricingModel = {
 }
 const clients: QueryClient[] = []
 
+it('shows both official-group periods and unchanged domestic prices for a legacy base model', () => {
+  vi.spyOn(api, 'get').mockResolvedValue({ data: { data: { groups: [] } } })
+  const client = new QueryClient({
+    defaultOptions: { queries: { retry: false } },
+  })
+  clients.push(client)
+  const flash: PricingModel = {
+    id: 1,
+    model_name: 'deepseek-v4.1-flash',
+    quota_type: 0,
+    model_ratio: 1,
+    completion_ratio: 4,
+    cache_ratio: 0.02,
+    billing_mode: 'ratio',
+    enable_groups: ['Deepseek官Key', '国模'],
+    group_ratio: { Deepseek官Key: 0.45, 国模: 0.14 },
+    group_billing_expr: {
+      Deepseek官Key:
+        '(hour("Asia/Shanghai") >= 9 && hour("Asia/Shanghai") < 12) || (hour("Asia/Shanghai") >= 14 && hour("Asia/Shanghai") < 18) ? tier("peak", p * 2 + cr * 0.066667 + c * 8) : tier("off_peak", p * 1 + cr * 0.033334 + c * 4)',
+    },
+  }
+  render(
+    <QueryClientProvider client={client}>
+      <ModelDetailsContent
+        model={flash}
+        groupRatio={flash.group_ratio ?? {}}
+        usableGroup={{
+          Deepseek官Key: { desc: '', ratio: 0.45 },
+          国模: { desc: '', ratio: 0.14 },
+        }}
+        endpointMap={{}}
+        autoGroups={[]}
+        priceRate={1}
+        usdExchangeRate={1}
+        tokenUnit='M'
+      />
+    </QueryClientProvider>
+  )
+  for (const price of [
+    '$0.45',
+    '$1.8',
+    '$0.015',
+    '$0.9',
+    '$3.6',
+    '$0.03',
+    '$0.28',
+    '$1.12',
+    '$0.0056',
+  ]) {
+    expect(screen.getByText(price)).toBeVisible()
+  }
+  expect(
+    screen.getAllByText(/09:00–12:00 or 14:00–18:00 \(Asia\/Shanghai\)/)
+  ).toHaveLength(2)
+})
+
+it('shows nested task conditions and prices in detail and group tables without ambiguous log matches', () => {
+  vi.spyOn(api, 'get').mockResolvedValue({ data: { data: { groups: [] } } })
+  const client = new QueryClient({
+    defaultOptions: { queries: { retry: false } },
+  })
+  clients.push(client)
+  const nestedModel: PricingModel = {
+    ...model,
+    billing_expr:
+      'tier("standard", u("seconds") * (hour("Asia/Shanghai") >= 18 && hour("Asia/Shanghai") < 22 ? (u("resolution") == "4K" ? 0.12 : 0.072) : (u("resolution") == "4K" ? 0.15 : 0.09)))',
+    billing_usage_schema: {
+      seconds: { type: 'number', unit: 'second' },
+      resolution: { enum: ['768P', '4K'] },
+    },
+  }
+  render(
+    <QueryClientProvider client={client}>
+      <ModelCard model={nestedModel} onClick={vi.fn()} />
+      <ModelPriceCell model={nestedModel} />
+      <ModelDetailsContent
+        model={nestedModel}
+        groupRatio={{ default: 2 }}
+        usableGroup={{ default: { desc: '', ratio: 2 } }}
+        endpointMap={{}}
+        autoGroups={[]}
+        priceRate={1}
+        usdExchangeRate={1}
+        tokenUnit='M'
+      />
+      <DynamicPricingBreakdown
+        billingExpr={nestedModel.billing_expr}
+        usageSchema={nestedModel.billing_usage_schema}
+        matchedTierLabel='standard'
+        usageFacts={{ seconds: 10, resolution: '4K' }}
+      />
+    </QueryClientProvider>
+  )
+  expect(
+    screen.queryByText('Special billing expression')
+  ).not.toBeInTheDocument()
+  expect(
+    screen.getAllByText(/resolution: 4K · 18:00–22:00 \(Asia\/Shanghai\)/)
+      .length
+  ).toBeGreaterThan(0)
+  expect(
+    screen.getAllByText(/resolution: 768P · Outside these times:/).length
+  ).toBeGreaterThan(0)
+  expect(screen.getByText('$0.072 – $0.15')).toBeVisible()
+  expect(screen.getAllByText('$0.24').length).toBeGreaterThan(0)
+  expect(screen.queryByText('Matched')).not.toBeInTheDocument()
+})
+
+it('explains missing task metadata while retaining the original expression', () => {
+  const expression = 'tier("base", u("seconds") * 0.09)'
+  render(<DynamicPricingBreakdown billingExpr={expression} />)
+  expect(
+    screen.getByText(
+      'Task usage metadata is unavailable. Pricing details cannot be displayed.'
+    )
+  ).toBeVisible()
+  expect(screen.getByText(expression)).toBeVisible()
+})
+
 it('falls back for omitted count labels and preserves canonical units for other quantities', () => {
   expect(taskUsageUnitLabel({ unit: 'count' }, 'zhCN', '次')).toBe('次')
   expect(
diff --git a/web/src/features/pricing/components/cached-price-cell.tsx b/web/src/features/pricing/components/cached-price-cell.tsx
index 86c6a49..0260527 100644
--- a/web/src/features/pricing/components/cached-price-cell.tsx
+++ b/web/src/features/pricing/components/cached-price-cell.tsx
@@ -50,10 +50,14 @@ export function CachedPriceCell(props: {
 
   const model = props.model
   const currency = useSystemConfigStore((state) => state.config.currency)
-  const billingTime = useBillingTime(model.billing_expr)
+  const billingTime = useBillingTime([
+    model.billing_expr,
+    ...Object.values(model.group_billing_expr ?? {}),
+  ])
   const dynamicSummary = useMemo(
     () =>
       getDynamicPricingSummary(model, {
+        selectedGroup,
         now: billingTime === undefined ? undefined : new Date(billingTime),
         tokenUnit,
         showRechargePrice,
diff --git a/web/src/features/pricing/components/dynamic-pricing-breakdown.tsx b/web/src/features/pricing/components/dynamic-pricing-breakdown.tsx
index d34f46d..f57002a 100644
--- a/web/src/features/pricing/components/dynamic-pricing-breakdown.tsx
+++ b/web/src/features/pricing/components/dynamic-pricing-breakdown.tsx
@@ -57,7 +57,8 @@ import { getTaskPricingDisplayTiers } from '../lib/task-matrix-display'
 import {
   taskPriceLabel,
   taskUsageUnitLabel,
-  taskPricingConditions,
+  taskTierConditions,
+  pricingDisplayFallbackKey,
 } from '../lib/task-price-display'
 import type { BillingUsageSchema, BillingUsageUnit } from '../types'
 
@@ -188,7 +189,7 @@ function formatBreakdownConditionSummary(
     return formatConditionSummary(tier.conditions, t)
   }
   return (
-    taskPricingConditions(tier.conditions, schema, language, t) ||
+    taskTierConditions(tier, schema, language, t) ||
     t(tierCount > 1 ? 'Other cases' : 'All requests')
   )
 }
@@ -352,7 +353,7 @@ export function DynamicPricingBreakdown({
                 {t('Special billing expression')}
               </div>
               <div className='text-muted-foreground text-xs'>
-                {t('Unable to parse structured pricing')}
+                {t(pricingDisplayFallbackKey(expr, usageSchema))}
               </div>
             </div>
           </div>
diff --git a/web/src/features/pricing/components/model-card-grid.tsx b/web/src/features/pricing/components/model-card-grid.tsx
index 23f57d9..0e6963f 100644
--- a/web/src/features/pricing/components/model-card-grid.tsx
+++ b/web/src/features/pricing/components/model-card-grid.tsx
@@ -18,7 +18,7 @@ For commercial licensing, please contact support@quantumnous.com
 */
 import { useQuery } from '@tanstack/react-query'
 import { ChevronLeft, ChevronRight } from 'lucide-react'
-import { useMemo, useState } from 'react'
+import { memo, useMemo, useState } from 'react'
 import { useTranslation } from 'react-i18next'
 
 import { Button } from '@/components/ui/button'
@@ -40,7 +40,9 @@ export interface ModelCardGridProps {
   selectedGroup?: string
 }
 
-export function ModelCardGrid(props: ModelCardGridProps) {
+export const ModelCardGrid = memo(function ModelCardGrid(
+  props: ModelCardGridProps
+) {
   const { t } = useTranslation()
   const [page, setPage] = useState(1)
   const pageSize = DEFAULT_PRICING_PAGE_SIZE
@@ -48,17 +50,19 @@ export function ModelCardGrid(props: ModelCardGridProps) {
   const totalPages = Math.max(1, Math.ceil(props.models.length / pageSize))
   const currentPage = Math.min(page, totalPages)
 
-  const perfQuery = useQuery({
-    queryKey: ['perf-metrics-summary', 24],
-    queryFn: async () => requireServerSuccess(await getPerfMetricsSummary(24)),
-    staleTime: 60 * 1000,
-    retry: false,
-  })
-
   const pagedModels = useMemo(() => {
     const start = (currentPage - 1) * pageSize
     return props.models.slice(start, start + pageSize)
   }, [currentPage, pageSize, props.models])
+  const recentModels = pagedModels.map((model) => model.model_name || '')
+  const perfQuery = useQuery({
+    queryKey: ['perf-metrics-summary', 24, recentModels],
+    queryFn: async () =>
+      requireServerSuccess(await getPerfMetricsSummary(24, recentModels)),
+    enabled: recentModels.length > 0,
+    staleTime: 60 * 1000,
+    retry: false,
+  })
 
   const perfMap = useMemo(() => {
     const map = new Map<string, ModelPerfBadgeData>()
@@ -69,6 +73,17 @@ export function ModelCardGrid(props: ModelCardGridProps) {
         window_end: perfQuery.data?.data.window_end,
       })
     }
+    for (const [name, series] of Object.entries(
+      perfQuery.data?.data?.recent_success_series ?? {}
+    )) {
+      map.set(name, {
+        avg_latency_ms: Number.NaN,
+        avg_tps: Number.NaN,
+        success_rate: Number.NaN,
+        ...map.get(name),
+        recent_success_series: series,
+      })
+    }
     return map
   }, [perfQuery.data])
 
@@ -89,7 +104,7 @@ export function ModelCardGrid(props: ModelCardGridProps) {
             showRechargePrice={props.showRechargePrice}
             selectedGroup={props.selectedGroup}
             perf={perfMap.get(model.model_name || '')}
-            onClick={() => props.onModelClick(model.model_name || '')}
+            onClick={props.onModelClick}
           />
         ))}
       </div>
@@ -132,4 +147,4 @@ export function ModelCardGrid(props: ModelCardGridProps) {
       )}
     </div>
   )
-}
+})
diff --git a/web/src/features/pricing/components/model-card.tsx b/web/src/features/pricing/components/model-card.tsx
index b6e6256..67acc1f 100644
--- a/web/src/features/pricing/components/model-card.tsx
+++ b/web/src/features/pricing/components/model-card.tsx
@@ -46,7 +46,7 @@ import { ModelPerfBadge, type ModelPerfBadgeData } from './model-perf-badge'
 
 export interface ModelCardProps {
   model: PricingModel
-  onClick: () => void
+  onClick: (modelName: string) => void
   priceRate?: number
   usdExchangeRate?: number
   tokenUnit?: TokenUnit
@@ -70,7 +70,10 @@ export const ModelCard = memo(function ModelCard(props: ModelCardProps) {
   const modelIcon = modelIconKey ? getLobeIcon(modelIconKey, 28) : null
   const initial = props.model.model_name?.charAt(0).toUpperCase() || '?'
   const isUnconfiguredTaskUsage = isUnconfiguredTaskUsageModel(props.model)
-  const billingTime = useBillingTime(props.model.billing_expr)
+  const billingTime = useBillingTime([
+    props.model.billing_expr,
+    ...Object.values(props.model.group_billing_expr ?? {}),
+  ])
   const currency = useSystemConfigStore((state) => state.config.currency)
   const dynamicPriceOptions = useMemo(
     () => ({
@@ -109,6 +112,9 @@ export const ModelCard = memo(function ModelCard(props: ModelCardProps) {
   )
   let priceSummary: ReactNode
   if (dynamicSummary) {
+    const cacheReadEntries = dynamicSummary.secondaryEntries.filter(
+      (entry) => entry.field === 'cacheReadPrice' && entry.unit === 'token'
+    )
     if (dynamicSummary.isSpecialExpression) {
       priceSummary = (
         <div className='col-span-full min-w-0'>
@@ -120,11 +126,20 @@ export const ModelCard = memo(function ModelCard(props: ModelCardProps) {
           </code>
         </div>
       )
-    } else if (dynamicSummary.primaryEntries.length > 0) {
+    } else if (
+      dynamicSummary.primaryEntries.length > 0 ||
+      cacheReadEntries.length > 0
+    ) {
       priceSummary = (
         <>
-          {dynamicSummary.primaryEntries
-            .slice(0, dynamicSummary.providerCount ? 2 : undefined)
+          {[
+            dynamicSummary.primaryEntries.slice(
+              0,
+              dynamicSummary.providerCount ? 2 : undefined
+            ),
+            cacheReadEntries,
+          ]
+            .flat()
             .map((entry) => {
               const unitLabelKey = getDynamicPriceUnitLabelKey(entry)
               const unitLabel = taskUsageUnitLabel(
@@ -181,6 +196,7 @@ export const ModelCard = memo(function ModelCard(props: ModelCardProps) {
             </span>
           )}
           {dynamicSummary.isTaskUsage &&
+            dynamicSummary.tierCount > 1 &&
             dynamicSummary.tier?.label &&
             !dynamicSummary.primaryEntries.some(
               (entry) => entry.formattedRange
@@ -387,7 +403,11 @@ export const ModelCard = memo(function ModelCard(props: ModelCardProps) {
           perf={props.perf}
           className='border-border/60 border-t pt-2'
         >
-          <Button variant='ghost' size='sm' onClick={props.onClick}>
+          <Button
+            variant='ghost'
+            size='sm'
+            onClick={() => props.onClick(props.model.model_name || '')}
+          >
             {t('Details')}
             <ChevronRight aria-hidden className='size-3.5' />
           </Button>
diff --git a/web/src/features/pricing/components/model-details.tsx b/web/src/features/pricing/components/model-details.tsx
index 1a37495..c808236 100644
--- a/web/src/features/pricing/components/model-details.tsx
+++ b/web/src/features/pricing/components/model-details.tsx
@@ -91,7 +91,8 @@ import {
   hasSimpleTaskPricing,
   taskPriceLabel,
   taskUsageUnitLabel,
-  taskPricingConditions,
+  taskTierConditions,
+  pricingDisplayFallbackKey,
 } from '../lib/task-price-display'
 import type {
   ModelCapability,
@@ -721,7 +722,12 @@ function PriceSection(props: {
               {t('Special billing expression')}
             </div>
             <p className='text-muted-foreground mt-1 text-xs'>
-              {t('Unable to parse structured pricing')}
+              {t(
+                pricingDisplayFallbackKey(
+                  dynamicSummary.rawExpression,
+                  props.model.billing_usage_schema
+                )
+              )}
             </p>
             <div className='mt-3'>
               <div className='text-muted-foreground mb-1 text-[10px] font-medium tracking-wider uppercase'>
@@ -995,6 +1001,36 @@ function GroupPricingSection(props: GroupPricingSectionProps) {
   const { t } = useTranslation()
   const variants = props.model.billing_plugin_variants
   if (!variants?.length) {
+    if (
+      !isDynamicPricingModel(props.model) &&
+      Object.keys(props.model.group_billing_expr ?? {}).length > 0
+    ) {
+      const groups = getAvailableGroups(props.model, props.usableGroup || {})
+      return (
+        <section className='space-y-3'>
+          <SectionTitle>{t('Pricing by Group')}</SectionTitle>
+          {groups.map((group) => {
+            const expression = props.model.group_billing_expr?.[group]
+            const groupModel: PricingModel = {
+              ...props.model,
+              enable_groups: [group],
+            }
+            if (expression) {
+              groupModel.billing_mode = 'tiered_expr'
+              groupModel.billing_expr = expression
+            }
+            return (
+              <ProviderGroupPricingSection
+                key={group}
+                {...props}
+                model={groupModel}
+                hideTitle
+              />
+            )
+          })}
+        </section>
+      )
+    }
     return <ProviderGroupPricingSection {...props} />
   }
   return (
@@ -1050,6 +1086,10 @@ function ProviderGroupPricingSection(
 ) {
   const { t, i18n } = useTranslation()
   const showRechargePrice = props.showRechargePrice ?? false
+  const billingTime = useBillingTime([
+    props.model.billing_expr,
+    ...Object.values(props.model.group_billing_expr ?? {}),
+  ])
 
   const availableGroups = useMemo(
     () => getAvailableGroups(props.model, props.usableGroup || {}),
@@ -1127,7 +1167,10 @@ function ProviderGroupPricingSection(
             </div>
             <p className='text-muted-foreground mt-1 text-xs'>
               {t(
-                'Group prices cannot be expanded because this expression is not a standard tiered pricing expression.'
+                pricingDisplayFallbackKey(
+                  props.model.billing_expr || '',
+                  props.model.billing_usage_schema
+                )
               )}
             </p>
             <div className='mt-3'>
@@ -1157,26 +1200,32 @@ function ProviderGroupPricingSection(
       usageSchema: props.model.billing_usage_schema,
     })
     const tiersByGroup = new Map(
-      availableGroups.map((group) => [
-        group,
-        props.model.group_billing_expr?.[group]
-          ? getDynamicPricingTiers(props.model, group)
-          : dynamicTiers,
-      ] as const)
+      availableGroups.map(
+        (group) =>
+          [
+            group,
+            props.model.group_billing_expr?.[group]
+              ? getDynamicPricingTiers(props.model, group)
+              : dynamicTiers,
+          ] as const
+      )
     )
     const formattedPricesByGroup = new Map(
       availableGroups.map((group) => {
         const ratio = props.groupRatio[group] || 1
         return [
           group,
-          getDynamicFormattedPricesByTier(tiersByGroup.get(group) ?? dynamicTiers, {
-            tokenUnit: props.tokenUnit,
-            showRechargePrice,
-            priceRate: props.priceRate,
-            usdExchangeRate: props.usdExchangeRate,
-            groupRatioMultiplier: ratio,
-            usageSchema: props.model.billing_usage_schema,
-          }),
+          getDynamicFormattedPricesByTier(
+            tiersByGroup.get(group) ?? dynamicTiers,
+            {
+              tokenUnit: props.tokenUnit,
+              showRechargePrice,
+              priceRate: props.priceRate,
+              usdExchangeRate: props.usdExchangeRate,
+              groupRatioMultiplier: ratio,
+              usageSchema: props.model.billing_usage_schema,
+            }
+          ),
         ] as const
       })
     )
@@ -1190,6 +1239,15 @@ function ProviderGroupPricingSection(
         <div className='space-y-3'>
           {availableGroups.map((group) => {
             const ratio = props.groupRatio[group] || 1
+            const current = getDynamicPricingSummary(props.model, {
+              selectedGroup: group,
+              tokenUnit: props.tokenUnit,
+              now:
+                billingTime === undefined ? undefined : new Date(billingTime),
+            })
+            const currentTier = current?.isTimePricing
+              ? current.tier?.label
+              : undefined
             const formattedPricesByTier =
               formattedPricesByGroup.get(group) ??
               new Map<DynamicPricingTier, Map<string, string>>()
@@ -1208,7 +1266,7 @@ function ProviderGroupPricingSection(
                   headerRowClassName='hover:bg-transparent'
                   data={tiersByGroup.get(group) ?? dynamicTiers}
                   getRowKey={(tier, tierIndex) =>
-                    `${group}-${tier.label || tierIndex}`
+                    `${group}-${tier.label}-${tierIndex}`
                   }
                   columns={[
                     ...(hasSimpleTaskPricing(props.model)
@@ -1225,8 +1283,8 @@ function ProviderGroupPricingSection(
                             cell: (tier: DynamicPricingTier) => {
                               if ('unitPrices' in tier) {
                                 return (
-                                  taskPricingConditions(
-                                    (tier as ParsedTaskTier).conditions,
+                                  taskTierConditions(
+                                    tier as ParsedTaskTier,
                                     props.model.billing_usage_schema,
                                     i18n.language,
                                     t
@@ -1239,7 +1297,17 @@ function ProviderGroupPricingSection(
                                 )
                               }
                               if (tier.conditionText) {
-                                return `${tier.label}: ${formatBillingCondition(tier.conditionText, t, i18n.language) ?? tier.conditionText}`
+                                const condition =
+                                  formatBillingCondition(
+                                    tier.conditionText,
+                                    t,
+                                    i18n.language
+                                  ) ?? tier.conditionText
+                                const period =
+                                  currentTier === tier.label
+                                    ? ` · ${t('Current period price')}`
+                                    : ''
+                                return `${tier.label}: ${condition}${period}`
                               }
                               return tier.label || t('Default')
                             },
@@ -1332,7 +1400,7 @@ function ProviderGroupPricingSection(
               (tier) => 'unitPrices' in tier || tier.billingUnit === 'request'
             )
               ? t('Prices shown per usage unit')
-              : `${t('Prices shown per')} ${tokenUnitLabel} tokens`}
+              : t('Prices shown per {{unit}} tokens', { unit: tokenUnitLabel })}
           </p>
         </div>
       </section>
@@ -1435,7 +1503,7 @@ function ProviderGroupPricingSection(
       <div className='-mx-4 sm:mx-0'>
         {isTokenBased && (
           <p className='text-muted-foreground/40 mt-1.5 px-4 text-[10px] sm:px-0'>
-            {t('Prices shown per')} {tokenUnitLabel} tokens
+            {t('Prices shown per {{unit}} tokens', { unit: tokenUnitLabel })}
           </p>
         )}
       </div>
diff --git a/web/src/features/pricing/components/model-perf-badge.tsx b/web/src/features/pricing/components/model-perf-badge.tsx
index d58427d..ee35a2e 100644
--- a/web/src/features/pricing/components/model-perf-badge.tsx
+++ b/web/src/features/pricing/components/model-perf-badge.tsx
@@ -40,7 +40,7 @@ export interface ModelPerfBadgeProps extends React.HTMLAttributes<HTMLDivElement
   perf: ModelPerfBadgeData | undefined
 }
 
-const STATUS_SLOTS = Array.from({ length: 24 }, (_, slot) => slot)
+const STATUS_SAMPLE_LIMIT = 24
 
 export const ModelPerfBadge = memo(function ModelPerfBadge(
   props: ModelPerfBadgeProps
@@ -57,20 +57,24 @@ export const ModelPerfBadge = memo(function ModelPerfBadge(
     Number.isFinite(successRate) &&
     successRate >= 0 &&
     successRate <= 100
-  // Hourly points use the server window, including the current partial hour.
-  // Hours without traffic stay gray. Slot 23 is the current, partial hour.
-  const statusRates = useMemo(() => {
-    const windowStart = props.perf?.window_start
-    if (windowStart == null) return STATUS_SLOTS.map(() => undefined)
-    const ratesByHour = new Map<number, number>()
-    for (const point of props.perf?.recent_success_series ?? []) {
-      ratesByHour.set(point.ts, point.success_rate)
-    }
-    return STATUS_SLOTS.map((slot) => {
-      const hourStart = windowStart + slot * 3600
-      return ratesByHour.get(hourStart)
-    })
-  }, [props.perf?.recent_success_series, props.perf?.window_start])
+  const statusSamples = useMemo(
+    () =>
+      (props.perf?.recent_success_series ?? [])
+        .filter(
+          (point) =>
+            Number.isFinite(point.ts) &&
+            Number.isFinite(point.success_rate) &&
+            point.success_rate >= 0 &&
+            point.success_rate <= 100
+        )
+        .sort((a, b) => a.ts - b.ts)
+        .slice(-STATUS_SAMPLE_LIMIT),
+    [props.perf?.recent_success_series]
+  )
+  const statusLabel =
+    statusSamples.length > 0
+      ? t('Success rate')
+      : t('No performance data available')
 
   return (
     <div
@@ -95,32 +99,24 @@ export const ModelPerfBadge = memo(function ModelPerfBadge(
           </dt>
           <dd
             role='img'
-            aria-label={t(
-              'Recent success-rate samples; gray bars indicate missing data.'
-            )}
-            title={t(
-              'Recent success-rate samples; gray bars indicate missing data.'
-            )}
+            aria-label={statusLabel}
+            title={statusLabel}
             className='mt-1 flex h-3 w-24 items-center gap-px'
           >
-            {STATUS_SLOTS.map((slot) => {
-              const rate = statusRates[slot]
-              return (
+            {statusSamples.length > 0 ? (
+              statusSamples.map((sample) => (
                 <span
-                  key={slot}
+                  key={sample.ts}
                   aria-hidden
                   className={cn(
                     'h-full w-[3px] shrink-0 rounded-xs',
-                    rate != null &&
-                      Number.isFinite(rate) &&
-                      rate >= 0 &&
-                      rate <= 100
-                      ? getSuccessRateDotClass(rate)
-                      : 'bg-muted-foreground/15'
+                    getSuccessRateDotClass(sample.success_rate)
                   )}
                 />
-              )
-            })}
+              ))
+            ) : (
+              <span className='text-muted-foreground'>—</span>
+            )}
           </dd>
         </div>
         <div title={t('Average latency')} className='shrink-0'>
diff --git a/web/src/features/pricing/components/model-price-cell.tsx b/web/src/features/pricing/components/model-price-cell.tsx
index 3edf3b7..c747925 100644
--- a/web/src/features/pricing/components/model-price-cell.tsx
+++ b/web/src/features/pricing/components/model-price-cell.tsx
@@ -55,10 +55,14 @@ export function ModelPriceCell(props: {
   const options = props.options ?? {}
   const tokenUnit = options.tokenUnit ?? DEFAULT_TOKEN_UNIT
   const tokenUnitLabel = tokenUnit === 'K' ? '1K' : '1M'
-  const billingTime = useBillingTime(props.model.billing_expr)
+  const billingTime = useBillingTime([
+    props.model.billing_expr,
+    ...Object.values(props.model.group_billing_expr ?? {}),
+  ])
   const dynamic = useMemo(
     () =>
       getDynamicPricingSummary(props.model, {
+        selectedGroup: options.selectedGroup,
         priceRate: options.priceRate,
         usdExchangeRate: options.usdExchangeRate,
         showRechargePrice: options.showRechargePrice,
diff --git a/web/src/features/pricing/components/pricing-sidebar.tsx b/web/src/features/pricing/components/pricing-sidebar.tsx
index 238b681..25bb02f 100644
--- a/web/src/features/pricing/components/pricing-sidebar.tsx
+++ b/web/src/features/pricing/components/pricing-sidebar.tsx
@@ -17,7 +17,7 @@ along with this program. If not, see <https://www.gnu.org/licenses/>.
 For commercial licensing, please contact support@quantumnous.com
 */
 import { ChevronDown, RotateCcw } from 'lucide-react'
-import type { ReactNode } from 'react'
+import { memo, useMemo, type ReactNode } from 'react'
 import { useTranslation } from 'react-i18next'
 
 import { Badge } from '@/components/ui/badge'
@@ -77,13 +77,6 @@ export interface PricingSidebarProps {
   className?: string
 }
 
-function countBy(
-  models: PricingModel[],
-  predicate: (model: PricingModel) => boolean
-): number {
-  return models.reduce((count, model) => count + (predicate(model) ? 1 : 0), 0)
-}
-
 function formatGroupRatio(ratio: number | undefined): string | undefined {
   if (ratio == null) return undefined
   const formatted = Number.isInteger(ratio)
@@ -155,8 +148,40 @@ function FilterSection(props: FilterSectionProps) {
   )
 }
 
-export function PricingSidebar(props: PricingSidebarProps) {
+export const PricingSidebar = memo(function PricingSidebar(
+  props: PricingSidebarProps
+) {
   const { t } = useTranslation()
+  const counts = useMemo(() => {
+    const vendors = new Map<string, number>()
+    const tags = new Map<string, number>()
+    const endpoints = new Map<string, number>()
+    const quotas = { token: 0, request: 0, task: 0 }
+    for (const model of props.models) {
+      if (model.vendor_name) {
+        vendors.set(
+          model.vendor_name,
+          (vendors.get(model.vendor_name) ?? 0) + 1
+        )
+      }
+      for (const tag of new Set(
+        parseTags(model.tags).map((tag) => tag.toLowerCase())
+      )) {
+        tags.set(tag, (tags.get(tag) ?? 0) + 1)
+      }
+      for (const endpoint of new Set(model.supported_endpoint_types ?? [])) {
+        endpoints.set(endpoint, (endpoints.get(endpoint) ?? 0) + 1)
+      }
+      if (hasTaskUsageSchema(model)) {
+        quotas.task++
+      } else if (model.quota_type === 0) {
+        quotas.token++
+      } else if (model.quota_type === 1) {
+        quotas.request++
+      }
+    }
+    return { vendors, tags, endpoints, quotas }
+  }, [props.models])
   const quotaTypeLabels = getQuotaTypeLabels(t)
   const endpointTypeLabels = getEndpointTypeLabels(t)
 
@@ -170,10 +195,7 @@ export function PricingSidebar(props: PricingSidebarProps) {
       .map((vendor) => ({
         value: vendor.name,
         label: vendor.name,
-        count: countBy(
-          props.models,
-          (model) => model.vendor_name === vendor.name
-        ),
+        count: counts.vendors.get(vendor.name) ?? 0,
         icon: vendor.icon ? getLobeIcon(vendor.icon, 14) : undefined,
       }))
       .filter((vendor) => vendor.count > 0),
@@ -200,23 +222,17 @@ export function PricingSidebar(props: PricingSidebarProps) {
     {
       value: QUOTA_TYPES.TOKEN,
       label: quotaTypeLabels[QUOTA_TYPES.TOKEN],
-      count: countBy(
-        props.models,
-        (model) => model.quota_type === 0 && !hasTaskUsageSchema(model)
-      ),
+      count: counts.quotas.token,
     },
     {
       value: QUOTA_TYPES.REQUEST,
       label: quotaTypeLabels[QUOTA_TYPES.REQUEST],
-      count: countBy(
-        props.models,
-        (model) => model.quota_type === 1 && !hasTaskUsageSchema(model)
-      ),
+      count: counts.quotas.request,
     },
     {
       value: QUOTA_TYPES.TASK,
       label: quotaTypeLabels[QUOTA_TYPES.TASK],
-      count: countBy(props.models, (model) => hasTaskUsageSchema(model)),
+      count: counts.quotas.task,
     },
   ]
 
@@ -229,11 +245,7 @@ export function PricingSidebar(props: PricingSidebarProps) {
     ...props.tags.map((tag) => ({
       value: tag,
       label: tag,
-      count: countBy(props.models, (model) =>
-        parseTags(model.tags)
-          .map((item) => item.toLowerCase())
-          .includes(tag.toLowerCase())
-      ),
+      count: counts.tags.get(tag.toLowerCase()) ?? 0,
     })),
   ]
 
@@ -248,10 +260,7 @@ export function PricingSidebar(props: PricingSidebarProps) {
       .map(([value, label]) => ({
         value,
         label,
-        count: countBy(
-          props.models,
-          (model) => model.supported_endpoint_types?.includes(value) ?? false
-        ),
+        count: counts.endpoints.get(value) ?? 0,
       })),
   ]
 
@@ -317,4 +326,4 @@ export function PricingSidebar(props: PricingSidebarProps) {
       </div>
     </aside>
   )
-}
+})
diff --git a/web/src/features/pricing/constants.ts b/web/src/features/pricing/constants.ts
index ca64779..2ceb52e 100644
--- a/web/src/features/pricing/constants.ts
+++ b/web/src/features/pricing/constants.ts
@@ -27,8 +27,12 @@ import type { TokenUnit } from './types'
 /** Sort options for pricing models */
 export const SORT_OPTIONS = {
   NAME: 'name',
-  PRICE_LOW: 'price-low',
-  PRICE_HIGH: 'price-high',
+  INPUT_PRICE_LOW: 'input-price-low',
+  INPUT_PRICE_HIGH: 'input-price-high',
+  OUTPUT_PRICE_LOW: 'output-price-low',
+  OUTPUT_PRICE_HIGH: 'output-price-high',
+  REQUEST_PRICE_LOW: 'request-price-low',
+  REQUEST_PRICE_HIGH: 'request-price-high',
 } as const
 
 export type SortOption = (typeof SORT_OPTIONS)[keyof typeof SORT_OPTIONS]
@@ -36,8 +40,12 @@ export type SortOption = (typeof SORT_OPTIONS)[keyof typeof SORT_OPTIONS]
 export function getSortLabels(t: TFunction): Record<SortOption, string> {
   return {
     [SORT_OPTIONS.NAME]: t('Name'),
-    [SORT_OPTIONS.PRICE_LOW]: t('Price: Low to High'),
-    [SORT_OPTIONS.PRICE_HIGH]: t('Price: High to Low'),
+    [SORT_OPTIONS.INPUT_PRICE_LOW]: t('Input Price: Low to High'),
+    [SORT_OPTIONS.INPUT_PRICE_HIGH]: t('Input Price: High to Low'),
+    [SORT_OPTIONS.OUTPUT_PRICE_LOW]: t('Output Price: Low to High'),
+    [SORT_OPTIONS.OUTPUT_PRICE_HIGH]: t('Output Price: High to Low'),
+    [SORT_OPTIONS.REQUEST_PRICE_LOW]: t('Per-request Price: Low to High'),
+    [SORT_OPTIONS.REQUEST_PRICE_HIGH]: t('Per-request Price: High to Low'),
   }
 }
 
diff --git a/web/src/features/pricing/hooks/use-billing-time.ts b/web/src/features/pricing/hooks/use-billing-time.ts
index 9beabf3..c19f71e 100644
--- a/web/src/features/pricing/hooks/use-billing-time.ts
+++ b/web/src/features/pricing/hooks/use-billing-time.ts
@@ -62,14 +62,19 @@ function getNoTime(): undefined {
 
 /** One minute clock for active time-dependent previews; never used by settlement logs. */
 export function useBillingTime(
-  expression: string | null | undefined,
+  expression: string | null | undefined | Array<string | null | undefined>,
   enabled = true
 ): number | undefined {
-  const compiled =
-    expression && enabled ? compileBillingExpression(expression) : null
+  const expressions = Array.isArray(expression) ? expression : [expression]
   const needsTime =
-    compiled?.status === 'ready' &&
-    TIME_FUNCTIONS.some((name) => compiled.functions.has(name))
+    enabled &&
+    expressions.some((value) => {
+      const compiled = value ? compileBillingExpression(value) : null
+      return (
+        compiled?.status === 'ready' &&
+        TIME_FUNCTIONS.some((name) => compiled.functions.has(name))
+      )
+    })
   return useSyncExternalStore(
     needsTime ? subscribeBillingTime : subscribeWithoutTime,
     needsTime ? getBillingTime : getNoTime,
diff --git a/web/src/features/pricing/lib/billing-expr.ts b/web/src/features/pricing/lib/billing-expr.ts
index 099ff5d..c67011c 100644
--- a/web/src/features/pricing/lib/billing-expr.ts
+++ b/web/src/features/pricing/lib/billing-expr.ts
@@ -273,6 +273,7 @@ export type TaskTierCondition = {
 }
 
 export type ParsedTaskTier = {
+  conditionText?: string
   label: string
   conditions: TaskTierCondition[]
   constant: number
diff --git a/web/src/features/pricing/lib/billing-expression/README.md b/web/src/features/pricing/lib/billing-expression/README.md
index f647fd9..5243acd 100644
--- a/web/src/features/pricing/lib/billing-expression/README.md
+++ b/web/src/features/pricing/lib/billing-expression/README.md
@@ -16,7 +16,7 @@
 
 - `compileBillingExpression(source)`：返回 `ready`（源文本、AST、依赖、规则位置）或带诊断的失败结果。
 - `evaluateBillingExpression(sourceOrCompiled, context)`：返回 `success`（`cost`、`matchedTier`、`requestRules`），或 `invalid` / `unsupported` / `missing_context`。
-- `display.ts`：只识别完整的标准 token 阶梯、schema 支持的任务枚举阶梯，以及标准阶梯外层的时间分支。
+- `display.ts`：只识别完整的标准 token 阶梯、schema 支持的任务枚举阶梯，以及标准阶梯外层的时间分支。任务阶梯中引用 schema 未声明枚举值的分支视为不可达并跳过，其余档位照常识别；`task-display.ts` 对这类比较按恒不成立处理。
 - `structure.ts`：无损拆分顶层表达式；字符串内的括号、运算符和转义不作为表达式结构。
 - `condition-display.ts`：从 AST 将星期范围、小时区间、条件组合及补集转换为本地化说明。详情、分组表、日志和模拟规则共用；原始源码只在无法识别的条件上回退。
 - `visual.ts`：`parseVisualBillingDocument(source)` 将 AST 转为条件分支与价格叶子；`serializeVisualBillingDocument(document)` 返回完整源码或字段错误，不返回残缺表达式。文档保留源码、节点身份、来源区间、变量是否存在及字符串草稿；通过与来源节点比较识别修改并局部替换。
diff --git a/web/src/features/pricing/lib/billing-expression/display.ts b/web/src/features/pricing/lib/billing-expression/display.ts
index 99775ae..78948ad 100644
--- a/web/src/features/pricing/lib/billing-expression/display.ts
+++ b/web/src/features/pricing/lib/billing-expression/display.ts
@@ -313,18 +313,26 @@ export function readTimeTokenPricing(
 }
 
 export type TaskTier = {
+  conditionText?: string
   label: string
   conditions: { field: string; value: string }[]
   constant: number
   unitPrices: Record<string, number>
 }
 
+/** `unreachable` marks a branch that can never match a request, so callers skip
+ * it instead of rejecting the chain: an enum value the schema no longer declares,
+ * or `true` on a fact the profile dropped. A plugin keeps reporting a dropped
+ * boolean as `false` and a dropped enum as the value the matrix editor listed
+ * first, so other conditions on dropped facts are left out and the first branch
+ * for the remaining conditions wins. */
 function taskConditions(
   node: ExpressionNode,
   schema: BillingUsageSchema,
   includeBoolean: boolean
-): TaskTier['conditions'] | null {
+): TaskTier['conditions'] | 'unreachable' | null {
   const conditions: TaskTier['conditions'] = []
+  let reachable = true
   for (const term of flattenBinary(node, '&&')) {
     if (
       term.kind !== 'binary' ||
@@ -340,17 +348,21 @@ function taskConditions(
     const field = term.left.args[0].value
     const definition = schema[field]
     const value = term.right.value
-    if (definition?.type === 'boolean') {
+    if (!definition) {
+      if (value === true) reachable = false
+      else if (value !== false && typeof value !== 'string') return null
+      continue
+    }
+    if (definition.type === 'boolean') {
       if (!includeBoolean || typeof value !== 'boolean') return null
-    } else if (
-      typeof value !== 'string' ||
-      !definition?.enum?.includes(value)
-    ) {
+    } else if (typeof value !== 'string' || !definition.enum) {
       return null
+    } else if (!definition.enum.includes(value)) {
+      reachable = false
     }
     conditions.push({ field, value: String(value) })
   }
-  return conditions
+  return reachable ? conditions : 'unreachable'
 }
 
 function taskTier(
@@ -397,8 +409,10 @@ function taskTier(
     }
     const field = term.left.args[0].value
     const definition = schema[field]
+    // A plugin keeps reporting a count its profile dropped as zero.
+    if (!definition) continue
     if (
-      definition?.type !== 'number' ||
+      definition.type !== 'number' ||
       !definition.unit ||
       Object.hasOwn(unitPrices, field)
     ) {
@@ -411,7 +425,10 @@ function taskTier(
   return { label: node.args[0].value, conditions, constant, unitPrices }
 }
 
-/** Keep task summaries limited to schema-backed enum tiers and canonical scaled units. */
+/** Keep task summaries limited to schema-backed enum tiers and canonical scaled units.
+ * Unreachable branches and branches an earlier one shadows are dropped, and a
+ * branch left without conditions ends the chain as its fallback, so a narrowed
+ * plugin schema keeps the remaining tiers editable. */
 export function readTaskTierChain(
   node: ExpressionNode,
   schema: BillingUsageSchema,
@@ -425,10 +442,23 @@ export function readTaskTierChain(
       schema,
       includeBoolean
     )
-    if (!conditions) return null
-    const tier = taskTier(remaining.yes, conditions, schema)
-    if (!tier) return null
-    tiers.push(tier)
+    if (conditions === null) return null
+    const reachable =
+      conditions !== 'unreachable' &&
+      !tiers.some((earlier) =>
+        earlier.conditions.every((condition) =>
+          conditions.some(
+            ({ field, value }) =>
+              field === condition.field && value === condition.value
+          )
+        )
+      )
+    if (reachable) {
+      const tier = taskTier(remaining.yes, conditions, schema)
+      if (!tier) return null
+      if (conditions.length === 0) return [...tiers, tier]
+      tiers.push(tier)
+    }
     remaining = remaining.no
   }
   const fallback = taskTier(remaining, [], schema)
diff --git a/web/src/features/pricing/lib/billing-expression/task-display.ts b/web/src/features/pricing/lib/billing-expression/task-display.ts
new file mode 100644
index 0000000..b7f63a2
--- /dev/null
+++ b/web/src/features/pricing/lib/billing-expression/task-display.ts
@@ -0,0 +1,330 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import type { BillingUsageSchema } from '../../types'
+import type { TaskTier } from './display'
+import { compileBillingExpression } from './parser'
+import { TIME_FUNCTIONS, visitExpression, type ExpressionNode } from './types'
+
+type PriceBranch = {
+  label?: string
+  constant: number
+  // Actual USD per unit; token display scaling happens only at the boundary.
+  prices: Record<string, number>
+  times: Map<string, boolean>
+}
+type TaskDisplayContext = {
+  source: string
+  schema: BillingUsageSchema
+  facts: Record<string, string | boolean>
+  remaining: number
+}
+const MAX_DISPLAY_ROWS = 128
+
+/** Resolve only declared categorical facts. Time predicates remain explicit. */
+function taskDisplayCondition(
+  node: ExpressionNode,
+  context: TaskDisplayContext
+): boolean | string | null {
+  if (--context.remaining < 0) return null
+  if (node.kind === 'literal' && typeof node.value === 'boolean') {
+    return node.value
+  }
+  if (node.kind === 'unary' && node.operator === '!') {
+    const value = taskDisplayCondition(node.operand, context)
+    if (value === null) return null
+    return typeof value === 'boolean' ? !value : `!(${value})`
+  }
+  if (node.kind !== 'binary') return null
+  if (node.operator === '&&' || node.operator === '||') {
+    const left = taskDisplayCondition(node.left, context)
+    const right = taskDisplayCondition(node.right, context)
+    if (left === null || right === null) return null
+    const shortCircuit = node.operator === '||'
+    if (left === shortCircuit || right === shortCircuit) return shortCircuit
+    if (typeof left === 'boolean') return right
+    if (typeof right === 'boolean') return left
+    return `(${left}) ${node.operator} (${right})`
+  }
+  if (['==', '!='].includes(node.operator)) {
+    for (const [probe, literal] of [
+      [node.left, node.right],
+      [node.right, node.left],
+    ]) {
+      if (
+        probe.kind !== 'call' ||
+        probe.name !== 'u' ||
+        probe.args[0].kind !== 'literal' ||
+        typeof probe.args[0].value !== 'string' ||
+        literal.kind !== 'literal'
+      ) {
+        continue
+      }
+      const key = probe.args[0].value
+      if (!Object.hasOwn(context.facts, key)) return null
+      const definition = context.schema[key]
+      if (definition.type === 'boolean') {
+        if (typeof literal.value !== 'boolean') return null
+      } else if (typeof literal.value !== 'string') {
+        return null
+      } else if (!definition.enum?.includes(literal.value)) {
+        // An enum value the schema no longer declares never matches a request.
+        return node.operator === '!='
+      }
+      const equal = context.facts[key] === literal.value
+      return node.operator === '==' ? equal : !equal
+    }
+  }
+  if (
+    ['==', '!=', '<', '<=', '>', '>='].includes(node.operator) &&
+    [node.left, node.right].some((part) => part.kind === 'call') &&
+    [node.left, node.right].every(
+      (part) =>
+        (part.kind === 'literal' && typeof part.value === 'number') ||
+        (part.kind === 'call' &&
+          (TIME_FUNCTIONS as readonly string[]).includes(part.name) &&
+          part.args[0].kind === 'literal' &&
+          typeof part.args[0].value === 'string' &&
+          part.args[0].value.trim() !== 'Local')
+    )
+  ) {
+    return context.source.slice(node.start, node.end)
+  }
+  return null
+}
+
+/** Symbolic linear prices, never sample-and-fit or partial coefficient extraction. */
+function taskPriceBranches(
+  node: ExpressionNode,
+  context: TaskDisplayContext
+): PriceBranch[] | null {
+  if (--context.remaining < 0) return null
+  if (
+    node.kind === 'literal' &&
+    typeof node.value === 'number' &&
+    node.value >= 0
+  ) {
+    return [{ constant: node.value, prices: {}, times: new Map() }]
+  }
+  if (
+    node.kind === 'call' &&
+    node.name === 'u' &&
+    node.args[0].kind === 'literal' &&
+    typeof node.args[0].value === 'string'
+  ) {
+    const field = node.args[0].value
+    if (
+      context.schema[field]?.type !== 'number' ||
+      !context.schema[field].unit
+    ) {
+      return null
+    }
+    return [{ constant: 0, prices: { [field]: 1 }, times: new Map() }]
+  }
+  if (
+    node.kind === 'call' &&
+    node.name === 'tier' &&
+    node.args[0].kind === 'literal' &&
+    typeof node.args[0].value === 'string'
+  ) {
+    const branches = taskPriceBranches(node.args[1], context)
+    if (!branches || branches.some((branch) => branch.label !== undefined)) {
+      return null
+    }
+    const label = node.args[0].value
+    return branches.map((branch) => ({ ...branch, label }))
+  }
+  if (node.kind === 'conditional') {
+    const condition = taskDisplayCondition(node.condition, context)
+    if (condition === null) return null
+    if (typeof condition === 'boolean') {
+      return taskPriceBranches(condition ? node.yes : node.no, context)
+    }
+    const branches: PriceBranch[] = []
+    for (const matches of [true, false]) {
+      const children = taskPriceBranches(matches ? node.yes : node.no, context)
+      if (!children) return null
+      for (const child of children) {
+        if (
+          child.times.has(condition) &&
+          child.times.get(condition) !== matches
+        ) {
+          continue
+        }
+        branches.push({
+          ...child,
+          times: new Map([[condition, matches], ...child.times]),
+        })
+      }
+    }
+    return branches.length <= MAX_DISPLAY_ROWS ? branches : null
+  }
+  if (node.kind !== 'binary' || !['+', '*', '/'].includes(node.operator)) {
+    return null
+  }
+  const left = taskPriceBranches(node.left, context)
+  const right = taskPriceBranches(node.right, context)
+  if (!left || !right || left.length * right.length > MAX_DISPLAY_ROWS) {
+    return null
+  }
+  const branches: PriceBranch[] = []
+  for (const a of left) {
+    for (const b of right) {
+      if (a.label !== undefined && b.label !== undefined) return null
+      if (
+        [...a.times].some(
+          ([key, value]) => b.times.has(key) && b.times.get(key) !== value
+        )
+      ) {
+        continue
+      }
+      const aQuantity = Object.keys(a.prices).length > 0
+      const bQuantity = Object.keys(b.prices).length > 0
+      const prices: Record<string, number> = {}
+      let constant: number
+      if (node.operator === '+') {
+        constant = a.constant + b.constant
+        for (const field of new Set([
+          ...Object.keys(a.prices),
+          ...Object.keys(b.prices),
+        ])) {
+          prices[field] = (a.prices[field] ?? 0) + (b.prices[field] ?? 0)
+        }
+      } else {
+        if (
+          (aQuantity && bQuantity) ||
+          (node.operator === '/' && (bQuantity || b.constant <= 0))
+        ) {
+          return null
+        }
+        const quantity = aQuantity ? a : b
+        let factor = aQuantity ? b.constant : a.constant
+        if (node.operator === '/') factor = 1 / b.constant
+        constant =
+          node.operator === '/'
+            ? a.constant / b.constant
+            : a.constant * b.constant
+        for (const [field, price] of Object.entries(quantity.prices)) {
+          prices[field] = price * factor
+        }
+      }
+      if (
+        ![constant, ...Object.values(prices)].every(
+          (value) => Number.isFinite(value) && value >= 0
+        )
+      ) {
+        return null
+      }
+      branches.push({
+        label: a.label ?? b.label,
+        constant,
+        prices,
+        times: new Map([...a.times, ...b.times]),
+      })
+    }
+  }
+  return branches
+}
+
+/** Display-only adapter. Keep the visual editor's canonical grammar unchanged. */
+export function readConditionalTaskPricing(
+  source: string,
+  schema: BillingUsageSchema
+): TaskTier[] | null {
+  const compiled = compileBillingExpression(source)
+  if (compiled.status !== 'ready') return null
+  const fields = new Set<string>()
+  let valid = true
+  visitExpression(compiled.ast, (node) => {
+    if (node.kind !== 'call' || node.name !== 'u') return
+    const key = node.args[0]
+    if (
+      key.kind !== 'literal' ||
+      typeof key.value !== 'string' ||
+      !Object.hasOwn(schema, key.value)
+    ) {
+      valid = false
+      return
+    }
+    fields.add(key.value)
+  })
+  if (!valid) return null
+  let combinations: TaskDisplayContext['facts'][] = [{}]
+  for (const field of fields) {
+    const definition = schema[field]
+    if (definition.type === 'number') continue
+    const values =
+      definition.type === 'boolean' ? [false, true] : definition.enum
+    if (
+      !values?.length ||
+      combinations.length * values.length > MAX_DISPLAY_ROWS
+    ) {
+      return null
+    }
+    combinations = combinations.flatMap((facts) =>
+      values.map((value) => ({ ...facts, [field]: value }))
+    )
+  }
+  const context: TaskDisplayContext = {
+    source,
+    schema,
+    facts: {},
+    remaining: 20000,
+  }
+  const tiers: TaskTier[] = []
+  for (const facts of combinations) {
+    context.facts = facts
+    const branches = taskPriceBranches(compiled.ast, context)
+    if (!branches || tiers.length + branches.length > MAX_DISPLAY_ROWS) {
+      return null
+    }
+    for (const branch of branches) {
+      if (branch.label === undefined) return null
+      const unitPrices: Record<string, number> = {}
+      for (const field of fields) {
+        const definition = schema[field]
+        if (definition.type !== 'number' || !definition.unit) continue
+        unitPrices[field] =
+          (branch.prices[field] ?? 0) *
+          (definition.unit === 'token' ? 1_000_000 : 1)
+      }
+      if (
+        !Object.keys(unitPrices).length ||
+        !Object.values(unitPrices).every(Number.isFinite)
+      ) {
+        return null
+      }
+      const conditionText = [...branch.times]
+        .map(([condition, matches]) =>
+          matches ? `(${condition})` : `!(${condition})`
+        )
+        .join(' && ')
+      tiers.push({
+        label: branch.label,
+        conditions: Object.entries(facts).map(([field, value]) => ({
+          field,
+          value: String(value),
+        })),
+        ...(conditionText ? { conditionText } : {}),
+        constant: branch.constant,
+        unitPrices,
+      })
+    }
+  }
+  return tiers
+}
diff --git a/web/src/features/pricing/lib/breakdown-tier-match.ts b/web/src/features/pricing/lib/breakdown-tier-match.ts
index f3bc06a..cb416a5 100644
--- a/web/src/features/pricing/lib/breakdown-tier-match.ts
+++ b/web/src/features/pricing/lib/breakdown-tier-match.ts
@@ -61,6 +61,25 @@ export function isBreakdownTierMatched(
     matchedTierLabel ?? undefined
   )
   if (tierMatchesNormalizedLabel(tier, normalizedMatchedTierLabel)) {
+    if (
+      'unitPrices' in tier &&
+      tiers.filter((candidate) =>
+        tierMatchesNormalizedLabel(candidate, normalizedMatchedTierLabel)
+      ).length > 1
+    ) {
+      // Expanded rows can share one engine label. Time-dependent rows cannot
+      // be resolved from usage alone; never substitute the current wall clock.
+      return (
+        !tier.conditionText &&
+        Boolean(usageFacts) &&
+        tier.conditions.length > 0 &&
+        tier.conditions.every(
+          (condition) =>
+            'field' in condition &&
+            String(usageFacts?.[condition.field]) === condition.value
+        )
+      )
+    }
     return true
   }
   if (
@@ -70,7 +89,11 @@ export function isBreakdownTierMatched(
   ) {
     return false
   }
-  if (!usageFacts || tier.conditions.length === 0) {
+  if (
+    !usageFacts ||
+    tier.conditions.length === 0 ||
+    ('unitPrices' in tier && tier.conditionText)
+  ) {
     return false
   }
   return tier.conditions.every((condition) => {
diff --git a/web/src/features/pricing/lib/dynamic-price.ts b/web/src/features/pricing/lib/dynamic-price.ts
index 4d85435..8aa1810 100644
--- a/web/src/features/pricing/lib/dynamic-price.ts
+++ b/web/src/features/pricing/lib/dynamic-price.ts
@@ -28,7 +28,6 @@ import type {
 import {
   BILLING_PRICING_VARS,
   getCurrentTimePricingTiers,
-  parseTaskTiersFromExpr,
   parseTiersFromExpr,
   splitBillingExprAndRequestRules,
   tryParseRequestRuleExpr,
@@ -44,6 +43,7 @@ import {
   getTaskNumberFields,
   tryParseTaskVisualConfig,
 } from './task-expr'
+import { getTaskPricingDisplayTiers } from './task-matrix-display'
 
 export type DynamicPriceOptions = {
   selectedGroup?: string
@@ -79,6 +79,7 @@ export type DynamicPriceEntry = {
 
 export type CardExamplePrice = {
   label: string
+  total: number
   formatted: string
 }
 
@@ -255,12 +256,17 @@ export function getDynamicPricingTiers(
       getDynamicPricingTiers(withPluginPricing(model, variant))
     )
   }
-  if (!isDynamicPricingModel(model)) return []
+  if (
+    !isDynamicPricingModel(model) &&
+    !(group && model.group_billing_expr?.[group])
+  ) {
+    return []
+  }
   const { billingExpr } = splitBillingExprAndRequestRules(
     (group && model.group_billing_expr?.[group]) || model.billing_expr || ''
   )
   if (isTaskUsagePricingModel(model)) {
-    return parseTaskTiersFromExpr(billingExpr, model.billing_usage_schema, true)
+    return getTaskPricingDisplayTiers(billingExpr, model.billing_usage_schema)
   }
   return parseTiersFromExpr(billingExpr)
 }
@@ -494,8 +500,6 @@ export function getDynamicPricingSummary(
       ),
     }
   }
-  if (!isDynamicPricingModel(model)) return null
-
   const selectedGroup = model.enable_groups.includes(
     options.selectedGroup || ''
   )
@@ -503,11 +507,20 @@ export function getDynamicPricingSummary(
     : model.enable_groups.find(
         (group) => model.group_ratio?.[group] === options.groupRatioMultiplier
       )
+  const rawExpression =
+    (selectedGroup && model.group_billing_expr?.[selectedGroup]) ||
+    model.billing_expr ||
+    ''
+  if (
+    !isDynamicPricingModel(model) &&
+    !(selectedGroup && model.group_billing_expr?.[selectedGroup])
+  ) {
+    return null
+  }
   const tiers = getDynamicPricingTiers(model, selectedGroup)
   const isTaskUsage = isTaskUsagePricingModel(model)
-  const baseExpression = splitBillingExprAndRequestRules(
-    model.billing_expr || ''
-  ).billingExpr
+  const baseExpression =
+    splitBillingExprAndRequestRules(rawExpression).billingExpr
   const timeTiers = isTaskUsage
     ? null
     : getCurrentTimePricingTiers(baseExpression, options.now ?? new Date())
@@ -565,11 +578,6 @@ export function getDynamicPricingSummary(
       }
     })
   }
-  const rawExpression =
-    (selectedGroup && model.group_billing_expr?.[selectedGroup]) ||
-    model.billing_expr ||
-    ''
-
   return {
     tiers,
     tier,
@@ -632,6 +640,7 @@ export function getCardExamplePrice(
 
   return {
     label: firstExample.label,
+    total: result.total,
     formatted: formatTaskUsageUnitPrice(result.total, options),
   }
 }
diff --git a/web/src/features/pricing/lib/filters.ts b/web/src/features/pricing/lib/filters.ts
index 22e8da9..9a06f82 100644
--- a/web/src/features/pricing/lib/filters.ts
+++ b/web/src/features/pricing/lib/filters.ts
@@ -22,9 +22,17 @@ import {
   QUOTA_TYPES,
   QUOTA_TYPE_VALUES,
   ENDPOINT_TYPES,
+  type SortOption,
 } from '../constants'
 import type { PricingModel } from '../types'
-import { hasTaskUsageSchema } from './dynamic-price'
+import {
+  getCardExamplePrice,
+  getDynamicPricingSummary,
+  hasTaskUsageSchema,
+  isUnconfiguredTaskUsageModel,
+} from './dynamic-price'
+import { isTokenBasedModel } from './model-helpers'
+import { calculateTokenPrice } from './price'
 
 // ----------------------------------------------------------------------------
 // Filter Utilities
@@ -105,11 +113,51 @@ export function filterByEndpointType(
   )
 }
 
+type SortPriceKind = 'input' | 'output' | 'request'
+
+const PRICE_SORTS: Partial<
+  Record<SortOption, { kind: SortPriceKind; dir: 1 | -1 }>
+> = {
+  [SORT_OPTIONS.INPUT_PRICE_LOW]: { kind: 'input', dir: 1 },
+  [SORT_OPTIONS.INPUT_PRICE_HIGH]: { kind: 'input', dir: -1 },
+  [SORT_OPTIONS.OUTPUT_PRICE_LOW]: { kind: 'output', dir: 1 },
+  [SORT_OPTIONS.OUTPUT_PRICE_HIGH]: { kind: 'output', dir: -1 },
+  [SORT_OPTIONS.REQUEST_PRICE_LOW]: { kind: 'request', dir: 1 },
+  [SORT_OPTIONS.REQUEST_PRICE_HIGH]: { kind: 'request', dir: -1 },
+}
+
 /**
- * Get model price for sorting
+ * Base USD price shown on the model card: input/output per 1M tokens, request
+ * per call (task models use their first usage example). Undefined when the
+ * model has no price of that kind.
  */
-function getModelPrice(model: PricingModel): number {
-  return model.quota_type === 0 ? model.model_ratio : model.model_price || 0
+function getSortPrice(
+  model: PricingModel,
+  kind: SortPriceKind
+): number | undefined {
+  if (kind === 'request') {
+    const example = getCardExamplePrice(model, { tokenUnit: 'M' })
+    if (example) return example.total
+  }
+  const summary = getDynamicPricingSummary(model, { tokenUnit: 'M' })
+  if (kind === 'request') {
+    if (summary) {
+      return summary.entries.find(
+        (entry) => entry.field === 'fixedPrice' || entry.field === 'modelPrice'
+      )?.value
+    }
+    return isTokenBasedModel(model) ? undefined : model.model_price
+  }
+  if (summary) {
+    const field = kind === 'input' ? 'inputPrice' : 'outputPrice'
+    return summary.entries.find(
+      (entry) => entry.field === field && entry.unit === 'token'
+    )?.value
+  }
+  if (!isTokenBasedModel(model) || isUnconfiguredTaskUsageModel(model)) {
+    return undefined
+  }
+  return calculateTokenPrice(model, kind, 1)
 }
 
 /**
@@ -121,18 +169,30 @@ export function sortModels(
 ): PricingModel[] {
   const sorted = [...models]
 
+  const priceSort = PRICE_SORTS[sortBy as SortOption]
+  if (priceSort) {
+    // Extracting the price parses the billing expression, so compute once
+    const price = new Map(
+      sorted.map((m) => [m, getSortPrice(m, priceSort.kind)])
+    )
+    // Models without this kind of price stay last in both directions
+    sorted.sort((a, b) => {
+      const priceA = price.get(a)
+      const priceB = price.get(b)
+      if (priceA === undefined || priceB === undefined) {
+        return Number(priceA === undefined) - Number(priceB === undefined)
+      }
+      return priceSort.dir * (priceA - priceB)
+    })
+    return sorted
+  }
+
   switch (sortBy) {
     case SORT_OPTIONS.NAME:
       sorted.sort((a, b) =>
         (a.model_name || '').localeCompare(b.model_name || '')
       )
       break
-    case SORT_OPTIONS.PRICE_LOW:
-      sorted.sort((a, b) => getModelPrice(a) - getModelPrice(b))
-      break
-    case SORT_OPTIONS.PRICE_HIGH:
-      sorted.sort((a, b) => getModelPrice(b) - getModelPrice(a))
-      break
   }
 
   return sorted
diff --git a/web/src/features/pricing/lib/price.ts b/web/src/features/pricing/lib/price.ts
index 22a8d7e..41d6f54 100644
--- a/web/src/features/pricing/lib/price.ts
+++ b/web/src/features/pricing/lib/price.ts
@@ -60,7 +60,7 @@ export function stripTrailingZeros(formatted: string): string {
  * Returns NaN when the required ratio field is missing/null so callers can
  * skip rendering that price type.
  */
-function calculateTokenPrice(
+export function calculateTokenPrice(
   model: PricingModel,
   type: PriceType,
   ratio: number
diff --git a/web/src/features/pricing/lib/task-matrix-display.ts b/web/src/features/pricing/lib/task-matrix-display.ts
index 6419d5a..cf9f42e 100644
--- a/web/src/features/pricing/lib/task-matrix-display.ts
+++ b/web/src/features/pricing/lib/task-matrix-display.ts
@@ -19,9 +19,11 @@ For commercial licensing, please contact support@quantumnous.com
 import type { BillingUsageSchema } from '../types'
 import {
   parseTaskTiersFromExpr,
+  splitBillingExprAndRequestRules,
   type ParsedTaskTier,
   type TaskTierCondition,
 } from './billing-expr'
+import { readConditionalTaskPricing } from './billing-expression/task-display'
 import {
   getTaskEnumFields,
   taskMatrixRowLabel,
@@ -54,14 +56,43 @@ export function getTaskMatrixDisplayTiers(
   }))
 }
 
-/** Display explicit conditions for a fallback only when its complement is unique.
- * Unlike the editor matrix, unrelated schema fields do not expand the price table.
+/** A usage price that is zero in every tier is left out while another usage
+ * price is set, so a plugin field the model does not bill on is not listed as
+ * free. A model priced at zero throughout keeps its zero prices.
  */
 export function getTaskPricingDisplayTiers(
   expression: string | null | undefined,
   schema: BillingUsageSchema | null | undefined
+): ParsedTaskTier[] {
+  const tiers = readTaskPricingTiers(expression, schema)
+  const pricedFields = new Set(
+    tiers.flatMap((tier) =>
+      Object.keys(tier.unitPrices).filter((field) => tier.unitPrices[field] > 0)
+    )
+  )
+  if (pricedFields.size === 0) return tiers
+  return tiers.map((tier) => ({
+    ...tier,
+    unitPrices: Object.fromEntries(
+      Object.entries(tier.unitPrices).filter(([field]) =>
+        pricedFields.has(field)
+      )
+    ),
+  }))
+}
+
+/** Display explicit conditions for a fallback only when its complement is unique.
+ * Unlike the editor matrix, unrelated schema fields do not expand the price table.
+ */
+function readTaskPricingTiers(
+  expression: string | null | undefined,
+  schema: BillingUsageSchema | null | undefined
 ): ParsedTaskTier[] {
   const tiers = parseTaskTiersFromExpr(expression || '', schema, true)
+  if (tiers.length === 0 && expression && schema) {
+    const { billingExpr } = splitBillingExprAndRequestRules(expression)
+    return readConditionalTaskPricing(billingExpr, schema) ?? []
+  }
   const fallback = tiers.at(-1)
   if (!schema || tiers.length < 2 || !fallback) return tiers
   const previous = tiers.slice(0, -1)
diff --git a/web/src/features/pricing/lib/task-price-display.ts b/web/src/features/pricing/lib/task-price-display.ts
index c7f2db7..01ea58d 100644
--- a/web/src/features/pricing/lib/task-price-display.ts
+++ b/web/src/features/pricing/lib/task-price-display.ts
@@ -28,8 +28,12 @@ import type {
 } from '../types'
 import {
   splitBillingExprAndRequestRules,
+  type ParsedTaskTier,
   type TaskTierCondition,
 } from './billing-expr'
+import { formatBillingCondition } from './billing-expression/condition-display'
+import { compileBillingExpression } from './billing-expression/parser'
+import { visitExpression } from './billing-expression/types'
 import { getTaskPricingDisplayTiers } from './task-matrix-display'
 
 export function taskPriceLabel(
@@ -94,5 +98,44 @@ export function hasSimpleTaskPricing(model: PricingModel): boolean {
     split.billingExpr,
     model.billing_usage_schema
   )
-  return tiers.length === 1
+  return tiers.length === 1 && !tiers[0].conditionText
+}
+
+export function taskTierConditions(
+  tier: ParsedTaskTier,
+  schema: BillingUsageSchema | undefined,
+  language: string,
+  t: (key: string) => string
+): string {
+  const usage = taskPricingConditions(tier.conditions, schema, language, t)
+  const time = tier.conditionText
+    ? (formatBillingCondition(tier.conditionText, t, language) ??
+      tier.conditionText)
+    : ''
+  return [usage, time].filter(Boolean).join(' · ')
+}
+
+export function pricingDisplayFallbackKey(
+  expression: string,
+  schema: BillingUsageSchema | null | undefined
+): string {
+  const compiled = compileBillingExpression(expression)
+  let missingUsageMetadata = false
+  if (compiled.status === 'ready') {
+    visitExpression(compiled.ast, (node) => {
+      if (node.kind !== 'call' || node.name !== 'u') return
+      const key = node.args[0]
+      if (
+        !schema ||
+        key.kind !== 'literal' ||
+        typeof key.value !== 'string' ||
+        !Object.hasOwn(schema, key.value)
+      ) {
+        missingUsageMetadata = true
+      }
+    })
+  }
+  return missingUsageMetadata
+    ? 'Task usage metadata is unavailable. Pricing details cannot be displayed.'
+    : 'This expression cannot be expanded into a price table. View the original expression below.'
 }
diff --git a/web/src/features/profile/__tests__/settings.test.tsx b/web/src/features/profile/__tests__/settings.test.tsx
index 35b173e..2fa8ffa 100644
--- a/web/src/features/profile/__tests__/settings.test.tsx
+++ b/web/src/features/profile/__tests__/settings.test.tsx
@@ -20,6 +20,7 @@ import { fireEvent, render, screen, waitFor } from '@testing-library/react'
 import { afterEach, describe, expect, it, vi } from 'vitest'
 
 import { api } from '@/lib/api'
+import { ROLE } from '@/lib/roles'
 
 import { updateUserSettings } from '../api'
 import { NotificationTab } from '../components/tabs/notification-tab'
@@ -58,6 +59,11 @@ const settings = {
 
 afterEach(() => vi.restoreAllMocks())
 
+/** The body a PUT sends over the wire: undefined fields are left out. */
+function sentBody(put: { mock: { calls: unknown[][] } }): unknown {
+  return JSON.parse(JSON.stringify(put.mock.calls[0][1]))
+}
+
 describe('user settings saves across profile and security', () => {
   it('disabling IP recording sends the latest complete notification settings', async () => {
     const get = vi.spyOn(api, 'get').mockResolvedValue({
@@ -77,17 +83,18 @@ describe('user settings saves across profile and security', () => {
     })
   })
 
-  it('saving IP recording for a user with no settings supplies the existing defaults', async () => {
+  it('saving IP recording for a user with no settings supplies the defaults and leaves unchosen switches unset', async () => {
     vi.spyOn(api, 'get').mockResolvedValue({
-      data: { success: true, data: profile },
+      data: { success: true, data: { ...profile, role: ROLE.SUPER_ADMIN } },
     })
     const put = vi
       .spyOn(api, 'put')
       .mockResolvedValue({ data: { success: true } })
     await updateUserSettings({ record_ip_log: true })
-    expect(put).toHaveBeenCalledWith('/api/user/setting', {
+    expect(put.mock.calls[0][0]).toBe('/api/user/setting')
+    expect(sentBody(put)).toEqual({
       notify_type: 'email',
-      quota_warning_threshold: 500000,
+      quota_warning_threshold: 0,
       notification_email: '',
       webhook_url: '',
       webhook_secret: '',
@@ -176,14 +183,16 @@ describe('user settings saves across profile and security', () => {
       <NotificationTab
         profile={{ ...profile, setting: JSON.stringify(settings) }}
         onUpdate={onUpdate}
+        quotaRemindEnabled
+        quotaRemindThreshold={1000}
       />
     )
     expect(
       screen.queryByRole('switch', { name: 'Record IP Address' })
     ).not.toBeInTheDocument()
     fireEvent.change(
-      screen.getByRole('spinbutton', { name: 'Quota Warning Threshold' }),
-      { target: { value: '2700' } }
+      screen.getByRole('spinbutton', { name: 'Reminder threshold (USD)' }),
+      { target: { value: '0.0054' } }
     )
     fireEvent.click(screen.getByRole('button', { name: 'Save Settings' }))
     await waitFor(() => expect(onUpdate).toHaveBeenCalled())
@@ -194,3 +203,145 @@ describe('user settings saves across profile and security', () => {
     })
   })
 })
+
+describe('notifications a user receives', () => {
+  function renderNotificationTab(
+    role: number,
+    setting: Record<string, unknown>,
+    quotaRemindEnabled = true
+  ) {
+    const onUpdate = vi.fn()
+    render(
+      <NotificationTab
+        profile={{ ...profile, role, setting: JSON.stringify(setting) }}
+        onUpdate={onUpdate}
+        quotaRemindEnabled={quotaRemindEnabled}
+        quotaRemindThreshold={1000}
+      />
+    )
+    return onUpdate
+  }
+
+  function mockSave(role: number, setting: Record<string, unknown>) {
+    vi.spyOn(api, 'get').mockResolvedValue({
+      data: {
+        success: true,
+        data: { ...profile, role, setting: JSON.stringify(setting) },
+      },
+    })
+    return vi.spyOn(api, 'put').mockResolvedValue({ data: { success: true } })
+  }
+
+  async function save(onUpdate: () => void) {
+    fireEvent.click(screen.getByRole('button', { name: 'Save Settings' }))
+    await waitFor(() => expect(onUpdate).toHaveBeenCalled())
+  }
+
+  it.each([
+    { name: 'user', role: ROLE.USER, channel: undefined },
+    { name: 'admin', role: ROLE.ADMIN, channel: false },
+    { name: 'root', role: ROLE.SUPER_ADMIN, channel: true },
+  ])(
+    'a $name who never chose sees the reminder on and the channel switch as $channel',
+    (row) => {
+      renderNotificationTab(row.role, { notify_type: 'email' })
+      expect(
+        screen.getByRole('switch', { name: 'Low balance reminder' })
+      ).toBeChecked()
+      const channel = screen.queryByRole('switch', {
+        name: 'Channel notifications',
+      })
+      const upstream = screen.queryByRole('switch', {
+        name: 'Upstream Model Updates',
+      })
+      if (row.channel === undefined) {
+        expect(channel).not.toBeInTheDocument()
+        expect(upstream).not.toBeInTheDocument()
+        return
+      }
+      expect(channel?.getAttribute('aria-checked')).toBe(String(row.channel))
+      expect(upstream).not.toBeChecked()
+    }
+  )
+
+  it('a user on a site with reminders off sees one line instead of notification settings', () => {
+    renderNotificationTab(ROLE.USER, { notify_type: 'email' }, false)
+    expect(
+      screen.getByText('No notifications are available to you right now')
+    ).toBeInTheDocument()
+    expect(screen.queryByText('Notification Method')).not.toBeInTheDocument()
+    expect(
+      screen.queryByRole('switch', { name: 'Low balance reminder' })
+    ).not.toBeInTheDocument()
+  })
+
+  it('an admin on a site with reminders off keeps only the administrator notifications', () => {
+    renderNotificationTab(ROLE.ADMIN, { notify_type: 'email' }, false)
+    expect(
+      screen.queryByRole('switch', { name: 'Low balance reminder' })
+    ).not.toBeInTheDocument()
+    expect(
+      screen.getByRole('switch', { name: 'Channel notifications' })
+    ).toBeInTheDocument()
+    expect(screen.getByText('Notification Method')).toBeInTheDocument()
+  })
+
+  it('an empty threshold shows the site default and saves as the site default', async () => {
+    const put = mockSave(ROLE.USER, { notify_type: 'email' })
+    const onUpdate = renderNotificationTab(ROLE.USER, { notify_type: 'email' })
+    const threshold = screen.getByRole('spinbutton', {
+      name: 'Reminder threshold (USD)',
+    })
+    expect(threshold).toHaveValue(null)
+    expect(threshold).toHaveAttribute('placeholder', '0.002')
+    expect(
+      screen.getByText('Leave empty to use the site default ($0.002)')
+    ).toBeInTheDocument()
+    await save(onUpdate)
+    expect(sentBody(put)).toMatchObject({ quota_warning_threshold: 0 })
+  })
+
+  it('an untouched threshold is saved as stored, in quota units', async () => {
+    const setting = { notify_type: 'email', quota_warning_threshold: 1234 }
+    const put = mockSave(ROLE.USER, setting)
+    const onUpdate = renderNotificationTab(ROLE.USER, setting)
+    expect(
+      screen.getByRole('spinbutton', { name: 'Reminder threshold (USD)' })
+    ).toHaveValue(0.002468)
+    await save(onUpdate)
+    expect(sentBody(put)).toMatchObject({ quota_warning_threshold: 1234 })
+  })
+
+  it('turning the reminder off hides its threshold and saves the switch', async () => {
+    const put = mockSave(ROLE.USER, { notify_type: 'email' })
+    const onUpdate = renderNotificationTab(ROLE.USER, { notify_type: 'email' })
+    fireEvent.click(
+      screen.getByRole('switch', { name: 'Low balance reminder' })
+    )
+    expect(
+      screen.queryByRole('spinbutton', { name: 'Reminder threshold (USD)' })
+    ).not.toBeInTheDocument()
+    await save(onUpdate)
+    expect(sentBody(put)).toMatchObject({ quota_warning_enabled: false })
+  })
+
+  it('switches root never touched stay unset when it saves', async () => {
+    const put = mockSave(ROLE.SUPER_ADMIN, { notify_type: 'email' })
+    const onUpdate = renderNotificationTab(ROLE.SUPER_ADMIN, {
+      notify_type: 'email',
+    })
+    await save(onUpdate)
+    expect(sentBody(put)).not.toHaveProperty('channel_notify_enabled')
+    expect(sentBody(put)).not.toHaveProperty('quota_warning_enabled')
+  })
+
+  it('an admin turning channel notifications on saves the switch', async () => {
+    const put = mockSave(ROLE.ADMIN, { notify_type: 'email' })
+    const onUpdate = renderNotificationTab(ROLE.ADMIN, { notify_type: 'email' })
+    fireEvent.click(
+      screen.getByRole('switch', { name: 'Channel notifications' })
+    )
+    await save(onUpdate)
+    expect(sentBody(put)).toMatchObject({ channel_notify_enabled: true })
+  })
+})
diff --git a/web/src/features/profile/components/profile-settings-card.tsx b/web/src/features/profile/components/profile-settings-card.tsx
index 6e7bad0..6d9d85c 100644
--- a/web/src/features/profile/components/profile-settings-card.tsx
+++ b/web/src/features/profile/components/profile-settings-card.tsx
@@ -34,12 +34,16 @@ interface ProfileSettingsCardProps {
   profile: UserProfile | null
   loading: boolean
   onProfileUpdate: () => void
+  quotaRemindEnabled: boolean
+  quotaRemindThreshold: number
 }
 
 export function ProfileSettingsCard({
   profile,
   loading,
   onProfileUpdate,
+  quotaRemindEnabled,
+  quotaRemindThreshold,
 }: ProfileSettingsCardProps) {
   const { t } = useTranslation()
 
@@ -67,7 +71,12 @@ export function ProfileSettingsCard({
       iconTone='info'
       disableHoverEffect
     >
-      <NotificationTab profile={profile} onUpdate={onProfileUpdate} />
+      <NotificationTab
+        profile={profile}
+        onUpdate={onProfileUpdate}
+        quotaRemindEnabled={quotaRemindEnabled}
+        quotaRemindThreshold={quotaRemindThreshold}
+      />
     </TitledCard>
   )
 }
diff --git a/web/src/features/profile/components/tabs/notification-tab.tsx b/web/src/features/profile/components/tabs/notification-tab.tsx
index c9cd3a7..8059e52 100644
--- a/web/src/features/profile/components/tabs/notification-tab.tsx
+++ b/web/src/features/profile/components/tabs/notification-tab.tsx
@@ -27,6 +27,17 @@ import { Input } from '@/components/ui/input'
 import { Label } from '@/components/ui/label'
 import { Switch } from '@/components/ui/switch'
 import { ToggleGroup, ToggleGroupItem } from '@/components/ui/toggle-group'
+import {
+  SettingsControlChildren,
+  SettingsControlGroup,
+  SettingsSwitchField,
+} from '@/features/system-settings/components/settings-form-layout'
+import { getCurrencyDisplay, getCurrencyLabel } from '@/lib/currency'
+import {
+  formatQuota,
+  parseQuotaFromDollars,
+  quotaUnitsToDollars,
+} from '@/lib/format'
 import { handleServerError } from '@/lib/handle-server-error'
 import { ROLE } from '@/lib/roles'
 
@@ -49,13 +60,24 @@ const NOTIFICATION_ICONS: Record<NotifyType, typeof Mail> = {
 interface NotificationTabProps {
   profile: UserProfile | null
   onUpdate: () => void
+  /** Whether the site sends low balance reminders at all */
+  quotaRemindEnabled: boolean
+  /** The site default reminder threshold, in quota units */
+  quotaRemindThreshold: number
 }
 
-export function NotificationTab({ profile, onUpdate }: NotificationTabProps) {
+export function NotificationTab({
+  profile,
+  onUpdate,
+  quotaRemindEnabled,
+  quotaRemindThreshold,
+}: NotificationTabProps) {
   const { t } = useTranslation()
-  const isAdmin = (profile?.role ?? 0) >= ROLE.ADMIN
+  const role = profile?.role ?? 0
+  const isAdmin = role >= ROLE.ADMIN
   const [loading, setLoading] = useState(false)
   const [settings, setSettings] = useState(() => normalizeUserSettings())
+  const [thresholdInput, setThresholdInput] = useState('')
 
   // Update form field helper
   const updateField = useCallback(
@@ -70,7 +92,14 @@ export function NotificationTab({ profile, onUpdate }: NotificationTabProps) {
 
   useEffect(() => {
     if (profile?.setting) {
-      setSettings(normalizeUserSettings(profile.setting))
+      const next = normalizeUserSettings(profile.setting)
+      setSettings(next)
+      // 0 means the site default and shows as an empty input.
+      setThresholdInput(
+        next.quota_warning_threshold
+          ? String(quotaUnitsToDollars(next.quota_warning_threshold))
+          : ''
+      )
     }
   }, [profile])
 
@@ -94,188 +123,284 @@ export function NotificationTab({ profile, onUpdate }: NotificationTabProps) {
   }
 
   const notifyType = settings.notify_type
+  // Switches the user never chose: reminders stay on, and root alone gets
+  // channel notifications.
+  const quotaWarningEnabled = settings.quota_warning_enabled ?? true
+  const channelNotifyEnabled =
+    settings.channel_notify_enabled ?? role >= ROLE.SUPER_ADMIN
+  const tokensOnly = getCurrencyDisplay().meta.kind === 'tokens'
 
   return (
     <div className='space-y-4 sm:space-y-6'>
-      {/* Notification Type */}
-      <div className='space-y-2.5'>
-        <Label>{t('Notification Method')}</Label>
-        <ToggleGroup
-          value={[notifyType]}
-          onValueChange={(value) => {
-            const nextValue = value.find((item) => item !== notifyType)
-            if (nextValue) updateField('notify_type', nextValue as NotifyType)
-          }}
-          aria-label={t('Notification Method')}
-          variant='outline'
-          size='lg'
-          spacing={2}
-          className='grid w-full grid-cols-2 gap-2 sm:grid-cols-4 sm:gap-3'
-        >
-          {NOTIFICATION_METHODS.map((method) => {
-            const Icon = NOTIFICATION_ICONS[method.value]
-            return (
-              <ToggleGroupItem
-                key={method.value}
-                value={method.value}
-                className='h-auto min-h-14 w-full flex-col gap-1.5 px-3 py-3 sm:min-h-16'
-              >
-                <Icon className='h-4 w-4 sm:h-5 sm:w-5' />
-                <span className='max-w-full truncate text-xs font-medium sm:text-sm'>
-                  {t(method.label)}
-                </span>
-              </ToggleGroupItem>
-            )
-          })}
-        </ToggleGroup>
-      </div>
-
-      {/* Warning Threshold */}
-      <div className='space-y-1.5'>
-        <Label htmlFor='threshold'>{t('Quota Warning Threshold')}</Label>
-        <Input
-          id='threshold'
-          type='number'
-          className='h-9'
-          value={settings.quota_warning_threshold}
-          onChange={(e) =>
-            updateField('quota_warning_threshold', Number(e.target.value))
-          }
-          placeholder={t('Enter threshold')}
-        />
-        <p className='text-muted-foreground text-xs'>
-          {t('Get notified when balance falls below this value')}
+      {!quotaRemindEnabled && !isAdmin && (
+        <p className='text-muted-foreground text-sm'>
+          {t('No notifications are available to you right now')}
         </p>
-      </div>
-
-      {/* Email Settings */}
-      {notifyType === 'email' && (
-        <div className='space-y-1.5'>
-          <Label htmlFor='notifyEmail'>{t('Notification Email')}</Label>
-          <Input
-            id='notifyEmail'
-            type='email'
-            className='h-9'
-            value={settings.notification_email}
-            onChange={(e) => updateField('notification_email', e.target.value)}
-            placeholder={t('Leave empty to use account email')}
-          />
-        </div>
       )}
 
-      {/* Webhook Settings */}
-      {notifyType === 'webhook' && (
+      {(quotaRemindEnabled || isAdmin) && (
         <>
-          <div className='space-y-1.5'>
-            <Label htmlFor='webhookUrl'>{t('Webhook URL')}</Label>
-            <Input
-              id='webhookUrl'
-              type='url'
-              className='h-9'
-              value={settings.webhook_url}
-              onChange={(e) => updateField('webhook_url', e.target.value)}
-              placeholder={t('https://example.com/webhook')}
-            />
+          {/* Notification Type */}
+          <div className='space-y-2.5'>
+            <Label>{t('Notification Method')}</Label>
+            <ToggleGroup
+              value={[notifyType]}
+              onValueChange={(value) => {
+                const nextValue = value.find((item) => item !== notifyType)
+                if (nextValue) {
+                  updateField('notify_type', nextValue as NotifyType)
+                }
+              }}
+              aria-label={t('Notification Method')}
+              variant='outline'
+              size='lg'
+              spacing={2}
+              className='grid w-full grid-cols-2 gap-2 sm:grid-cols-4 sm:gap-3'
+            >
+              {NOTIFICATION_METHODS.map((method) => {
+                const Icon = NOTIFICATION_ICONS[method.value]
+                return (
+                  <ToggleGroupItem
+                    key={method.value}
+                    value={method.value}
+                    className='h-auto min-h-14 w-full flex-col gap-1.5 px-3 py-3 sm:min-h-16'
+                  >
+                    <Icon className='h-4 w-4 sm:h-5 sm:w-5' />
+                    <span className='max-w-full truncate text-xs font-medium sm:text-sm'>
+                      {t(method.label)}
+                    </span>
+                  </ToggleGroupItem>
+                )
+              })}
+            </ToggleGroup>
           </div>
-          <div className='space-y-1.5'>
-            <Label htmlFor='webhookSecret'>{t('Webhook Secret')}</Label>
-            <PasswordInput
-              id='webhookSecret'
-              value={settings.webhook_secret}
-              onChange={(e) => updateField('webhook_secret', e.target.value)}
-              placeholder={t('Enter secret key')}
-            />
-          </div>
-        </>
-      )}
 
-      {/* Bark Settings */}
-      {notifyType === 'bark' && (
-        <div className='space-y-1.5'>
-          <Label htmlFor='barkUrl'>{t('Bark Push URL')}</Label>
-          <Input
-            id='barkUrl'
-            type='url'
-            className='h-9'
-            value={settings.bark_url}
-            onChange={(e) => updateField('bark_url', e.target.value)}
-            placeholder={t('https://api.day.app/yourkey/{{title}}/{{content}}')}
-          />
-          <p className='text-muted-foreground text-xs'>
-            {t('Template variables:')} {'{{title}}'}, {'{{content}}'}
-          </p>
-        </div>
-      )}
+          {/* Email Settings */}
+          {notifyType === 'email' && (
+            <div className='space-y-1.5'>
+              <Label htmlFor='notifyEmail'>{t('Notification Email')}</Label>
+              <Input
+                id='notifyEmail'
+                type='email'
+                className='h-9'
+                value={settings.notification_email}
+                onChange={(e) =>
+                  updateField('notification_email', e.target.value)
+                }
+                placeholder={t('Leave empty to use account email')}
+              />
+            </div>
+          )}
 
-      {/* Gotify Settings */}
-      {notifyType === 'gotify' && (
-        <>
-          <div className='space-y-1.5'>
-            <Label htmlFor='gotifyUrl'>{t('Gotify Server URL')}</Label>
-            <Input
-              id='gotifyUrl'
-              type='url'
-              className='h-9'
-              value={settings.gotify_url}
-              onChange={(e) => updateField('gotify_url', e.target.value)}
-              placeholder={t('https://gotify.example.com')}
-            />
-            <p className='text-muted-foreground text-xs'>
-              {t('Enter the full URL of your Gotify server')}
-            </p>
-          </div>
-          <div className='space-y-1.5'>
-            <Label htmlFor='gotifyToken'>{t('Gotify Application Token')}</Label>
-            <PasswordInput
-              id='gotifyToken'
-              value={settings.gotify_token}
-              onChange={(e) => updateField('gotify_token', e.target.value)}
-              placeholder={t('Enter application token')}
-            />
-            <p className='text-muted-foreground text-xs'>
-              {t('Token obtained from your Gotify application')}
-            </p>
-          </div>
-          <div className='space-y-1.5'>
-            <Label htmlFor='gotifyPriority'>{t('Message Priority')}</Label>
-            <Input
-              id='gotifyPriority'
-              type='number'
-              className='h-9'
-              min='0'
-              max='10'
-              value={settings.gotify_priority}
-              onChange={(e) =>
-                updateField('gotify_priority', Number(e.target.value))
-              }
-              placeholder='5'
-            />
-            <p className='text-muted-foreground text-xs'>
-              {t(
-                'Priority level from 0 (lowest) to 10 (highest), default is 5'
+          {/* Webhook Settings */}
+          {notifyType === 'webhook' && (
+            <>
+              <div className='space-y-1.5'>
+                <Label htmlFor='webhookUrl'>{t('Webhook URL')}</Label>
+                <Input
+                  id='webhookUrl'
+                  type='url'
+                  className='h-9'
+                  value={settings.webhook_url}
+                  onChange={(e) => updateField('webhook_url', e.target.value)}
+                  placeholder={t('https://example.com/webhook')}
+                />
+              </div>
+              <div className='space-y-1.5'>
+                <Label htmlFor='webhookSecret'>{t('Webhook Secret')}</Label>
+                <PasswordInput
+                  id='webhookSecret'
+                  value={settings.webhook_secret}
+                  onChange={(e) =>
+                    updateField('webhook_secret', e.target.value)
+                  }
+                  placeholder={t('Enter secret key')}
+                />
+              </div>
+            </>
+          )}
+
+          {/* Bark Settings */}
+          {notifyType === 'bark' && (
+            <div className='space-y-1.5'>
+              <Label htmlFor='barkUrl'>{t('Bark Push URL')}</Label>
+              <Input
+                id='barkUrl'
+                type='url'
+                className='h-9'
+                value={settings.bark_url}
+                onChange={(e) => updateField('bark_url', e.target.value)}
+                placeholder={t(
+                  'https://api.day.app/yourkey/{{title}}/{{content}}'
+                )}
+              />
+              <p className='text-muted-foreground text-xs'>
+                {t('Template variables:')} {'{{title}}'}, {'{{content}}'}
+              </p>
+            </div>
+          )}
+
+          {/* Gotify Settings */}
+          {notifyType === 'gotify' && (
+            <>
+              <div className='space-y-1.5'>
+                <Label htmlFor='gotifyUrl'>{t('Gotify Server URL')}</Label>
+                <Input
+                  id='gotifyUrl'
+                  type='url'
+                  className='h-9'
+                  value={settings.gotify_url}
+                  onChange={(e) => updateField('gotify_url', e.target.value)}
+                  placeholder={t('https://gotify.example.com')}
+                />
+                <p className='text-muted-foreground text-xs'>
+                  {t('Enter the full URL of your Gotify server')}
+                </p>
+              </div>
+              <div className='space-y-1.5'>
+                <Label htmlFor='gotifyToken'>
+                  {t('Gotify Application Token')}
+                </Label>
+                <PasswordInput
+                  id='gotifyToken'
+                  value={settings.gotify_token}
+                  onChange={(e) => updateField('gotify_token', e.target.value)}
+                  placeholder={t('Enter application token')}
+                />
+                <p className='text-muted-foreground text-xs'>
+                  {t('Token obtained from your Gotify application')}
+                </p>
+              </div>
+              <div className='space-y-1.5'>
+                <Label htmlFor='gotifyPriority'>{t('Message Priority')}</Label>
+                <Input
+                  id='gotifyPriority'
+                  type='number'
+                  className='h-9'
+                  min='0'
+                  max='10'
+                  value={settings.gotify_priority}
+                  onChange={(e) =>
+                    updateField('gotify_priority', Number(e.target.value))
+                  }
+                  placeholder='5'
+                />
+                <p className='text-muted-foreground text-xs'>
+                  {t(
+                    'Priority level from 0 (lowest) to 10 (highest), default is 5'
+                  )}
+                </p>
+              </div>
+              <div className='bg-muted/50 rounded-lg border p-3 sm:p-4'>
+                <h5 className='mb-1.5 text-sm font-medium sm:mb-2'>
+                  {t('Setup Instructions')}
+                </h5>
+                <ol className='text-muted-foreground space-y-1 text-xs'>
+                  <li>{t('1. Create an application in your Gotify server')}</li>
+                  <li>{t('2. Copy the application token')}</li>
+                  <li>
+                    {t('3. Enter your Gotify server URL and token above')}
+                  </li>
+                </ol>
+                <p className='text-muted-foreground mt-3 text-xs'>
+                  {t('Learn more:')}{' '}
+                  <a
+                    href='https://gotify.net/'
+                    target='_blank'
+                    rel='noopener noreferrer'
+                    className='text-primary underline underline-offset-4'
+                  >
+                    {t('Gotify Documentation')}
+                  </a>
+                </p>
+              </div>
+            </>
+          )}
+
+          {/* Notifications to receive */}
+          <div className='space-y-2.5'>
+            <h4 className='text-sm font-medium'>
+              {t('Notifications to receive')}
+            </h4>
+            <SettingsControlGroup>
+              {quotaRemindEnabled && (
+                <>
+                  <SettingsSwitchField
+                    controlId='quotaWarningEnabled'
+                    label={t('Low balance reminder')}
+                    description={t(
+                      'Remind me once when my balance drops below the threshold'
+                    )}
+                    checked={quotaWarningEnabled}
+                    onCheckedChange={(checked) =>
+                      updateField('quota_warning_enabled', checked)
+                    }
+                  />
+                  {quotaWarningEnabled && (
+                    <SettingsControlChildren className='space-y-1.5 pb-1'>
+                      <Label htmlFor='threshold'>
+                        {t('Reminder threshold')} ({getCurrencyLabel()})
+                      </Label>
+                      <Input
+                        id='threshold'
+                        type='number'
+                        className='h-9'
+                        min={0}
+                        step={tokensOnly ? 1 : 0.000001}
+                        value={thresholdInput}
+                        onChange={(e) => {
+                          const value = e.target.value
+                          setThresholdInput(value)
+                          updateField(
+                            'quota_warning_threshold',
+                            value.trim() === ''
+                              ? 0
+                              : parseQuotaFromDollars(Number(value))
+                          )
+                        }}
+                        placeholder={String(
+                          quotaUnitsToDollars(quotaRemindThreshold)
+                        )}
+                      />
+                      <p className='text-muted-foreground text-xs'>
+                        {t('Leave empty to use the site default ({{amount}})', {
+                          amount: formatQuota(quotaRemindThreshold),
+                        })}
+                      </p>
+                    </SettingsControlChildren>
+                  )}
+                </>
               )}
-            </p>
-          </div>
-          <div className='bg-muted/50 rounded-lg border p-3 sm:p-4'>
-            <h5 className='mb-1.5 text-sm font-medium sm:mb-2'>
-              {t('Setup Instructions')}
-            </h5>
-            <ol className='text-muted-foreground space-y-1 text-xs'>
-              <li>{t('1. Create an application in your Gotify server')}</li>
-              <li>{t('2. Copy the application token')}</li>
-              <li>{t('3. Enter your Gotify server URL and token above')}</li>
-            </ol>
-            <p className='text-muted-foreground mt-3 text-xs'>
-              {t('Learn more:')}{' '}
-              <a
-                href='https://gotify.net/'
-                target='_blank'
-                rel='noopener noreferrer'
-                className='text-primary underline underline-offset-4'
-              >
-                {t('Gotify Documentation')}
-              </a>
-            </p>
+              {isAdmin && (
+                <>
+                  <SettingsSwitchField
+                    controlId='channelNotify'
+                    label={t('Channel notifications')}
+                    description={t(
+                      'When a channel is disabled or re-enabled automatically, or a test of all channels finishes'
+                    )}
+                    checked={channelNotifyEnabled}
+                    onCheckedChange={(checked) =>
+                      updateField('channel_notify_enabled', checked)
+                    }
+                  />
+                  <SettingsSwitchField
+                    controlId='upstreamModelUpdateNotify'
+                    label={t('Upstream Model Updates')}
+                    description={t(
+                      'Only available for admins. When enabled, you will receive a summary notification via your selected method when the scheduled model check detects upstream model changes or check failures.'
+                    )}
+                    checked={settings.upstream_model_update_notify_enabled}
+                    onCheckedChange={(checked) =>
+                      updateField(
+                        'upstream_model_update_notify_enabled',
+                        checked
+                      )
+                    }
+                  />
+                </>
+              )}
+            </SettingsControlGroup>
           </div>
         </>
       )}
@@ -292,30 +417,6 @@ export function NotificationTab({ profile, onUpdate }: NotificationTabProps) {
           </p>
         </div>
 
-        {/* Receive Upstream Model Update Notifications (admin only) */}
-        {isAdmin && (
-          <div className='flex items-start justify-between gap-3 rounded-lg border p-3 sm:items-center sm:p-4'>
-            <div className='space-y-0.5'>
-              <Label htmlFor='upstreamModelUpdateNotify'>
-                {t('Receive Upstream Model Update Notifications')}
-              </Label>
-              <p className='text-muted-foreground line-clamp-3 text-xs sm:line-clamp-none sm:text-sm'>
-                {t(
-                  'Only available for admins. When enabled, you will receive a summary notification via your selected method when the scheduled model check detects upstream model changes or check failures.'
-                )}
-              </p>
-            </div>
-            <Switch
-              id='upstreamModelUpdateNotify'
-              className='shrink-0'
-              checked={settings.upstream_model_update_notify_enabled}
-              onCheckedChange={(checked) =>
-                updateField('upstream_model_update_notify_enabled', checked)
-              }
-            />
-          </div>
-        )}
-
         {/* Accept Unset Model Price */}
         <div className='flex items-start justify-between gap-3 rounded-lg border p-3 sm:items-center sm:p-4'>
           <div className='space-y-0.5'>
diff --git a/web/src/features/profile/constants.ts b/web/src/features/profile/constants.ts
index cb7f407..33fb271 100644
--- a/web/src/features/profile/constants.ts
+++ b/web/src/features/profile/constants.ts
@@ -20,9 +20,6 @@ For commercial licensing, please contact support@quantumnous.com
 // Profile Constants
 // ============================================================================
 
-/**
- * Default quota warning threshold (500,000 = $1)
- */
 export const DEFAULT_QUOTA_WARNING_THRESHOLD = 500000
 
 /**
diff --git a/web/src/features/profile/index.tsx b/web/src/features/profile/index.tsx
index 123fb0e..6de8001 100644
--- a/web/src/features/profile/index.tsx
+++ b/web/src/features/profile/index.tsx
@@ -42,6 +42,9 @@ export function Profile() {
   )
   const turnstileSiteKey = status?.turnstile_site_key || ''
   const canConfigureSidebar = permissions?.sidebar_settings !== false
+  // Older cached status payloads lack these fields; the site default is on.
+  const quotaRemindEnabled = status?.quota_remind_enabled !== false
+  const quotaRemindThreshold = status?.quota_remind_threshold ?? 0
 
   return (
     <Main>
@@ -58,6 +61,8 @@ export function Profile() {
                   profile={profile}
                   loading={loading}
                   onProfileUpdate={refreshProfile}
+                  quotaRemindEnabled={quotaRemindEnabled}
+                  quotaRemindThreshold={quotaRemindThreshold}
                 />
                 <LanguagePreferencesCard
                   profile={profile}
diff --git a/web/src/features/profile/lib/user-settings.ts b/web/src/features/profile/lib/user-settings.ts
index 7399eef..0ec869e 100644
--- a/web/src/features/profile/lib/user-settings.ts
+++ b/web/src/features/profile/lib/user-settings.ts
@@ -16,24 +16,34 @@ along with this program. If not, see <https://www.gnu.org/licenses/>.
 
 For commercial licensing, please contact support@quantumnous.com
 */
-import {
-  DEFAULT_QUOTA_WARNING_THRESHOLD,
-  NOTIFICATION_METHODS,
-} from '../constants'
+import { NOTIFICATION_METHODS } from '../constants'
 import type { NotifyType, UpdateUserSettingsRequest } from '../types'
 import { parseUserSettings } from './format'
 
+/** Switches whose absence means "never chosen", which the server resolves */
+type DefaultedSwitch = 'quota_warning_enabled' | 'channel_notify_enabled'
+
+type NormalizedUserSettings = Required<
+  Omit<UpdateUserSettingsRequest, DefaultedSwitch>
+> &
+  Pick<UpdateUserSettingsRequest, DefaultedSwitch> & { notify_type: NotifyType }
+
+/**
+ * Settings sent back on every save. A switch the user never chose stays
+ * undefined, so the save leaves it unset and its default keeps applying. A
+ * threshold of 0 means the site default.
+ */
 export function normalizeUserSettings(
   setting?: string
-): Required<UpdateUserSettingsRequest> & { notify_type: NotifyType } {
+): NormalizedUserSettings {
   const parsed = parseUserSettings(setting)
   const notifyType =
     NOTIFICATION_METHODS.find((method) => method.value === parsed.notify_type)
       ?.value ?? 'email'
   return {
     notify_type: notifyType,
-    quota_warning_threshold:
-      parsed.quota_warning_threshold ?? DEFAULT_QUOTA_WARNING_THRESHOLD,
+    quota_warning_threshold: parsed.quota_warning_threshold ?? 0,
+    quota_warning_enabled: parsed.quota_warning_enabled,
     notification_email: parsed.notification_email ?? '',
     webhook_url: parsed.webhook_url ?? '',
     webhook_secret: parsed.webhook_secret ?? '',
@@ -46,6 +56,7 @@ export function normalizeUserSettings(
     record_ip_log: parsed.record_ip_log || false,
     upstream_model_update_notify_enabled:
       parsed.upstream_model_update_notify_enabled || false,
+    channel_notify_enabled: parsed.channel_notify_enabled,
     astra_cost_notice_ack: parsed.astra_cost_notice_ack || false,
   }
 }
diff --git a/web/src/features/redemption-codes/components/redemptions-primary-buttons.tsx b/web/src/features/redemption-codes/components/redemptions-primary-buttons.tsx
index cfd5fe8..e98d957 100644
--- a/web/src/features/redemption-codes/components/redemptions-primary-buttons.tsx
+++ b/web/src/features/redemption-codes/components/redemptions-primary-buttons.tsx
@@ -18,7 +18,7 @@ For commercial licensing, please contact support@quantumnous.com
 */
 import { Plus, Trash2 } from 'lucide-react'
 import { useState } from 'react'
-import { useTranslation } from 'react-i18next'
+import { Trans, useTranslation } from 'react-i18next'
 import { toast } from 'sonner'
 
 import { ConfirmDialog } from '@/components/confirm-dialog'
@@ -84,10 +84,11 @@ export function RedemptionsPrimaryButtons() {
         title={t('Delete Invalid Redemption Codes?')}
         desc={
           <>
-            {t('This will delete all')} <strong>{t('used')}</strong>,{' '}
-            <strong>{t('disabled')}</strong>
-            {t(', and')} <strong>{t('expired')}</strong>{' '}
-            {t('redemption codes.')}
+            <Trans
+              t={t}
+              i18nKey='This will delete all <strong>used</strong>, <strong>disabled</strong>, and <strong>expired</strong> redemption codes.'
+              components={{ strong: <strong /> }}
+            />
             <br />
             {t('This action cannot be undone.')}
           </>
diff --git a/web/src/features/security/__tests__/account-security.test.tsx b/web/src/features/security/__tests__/account-security.test.tsx
index f2e8e61..2dabcec 100644
--- a/web/src/features/security/__tests__/account-security.test.tsx
+++ b/web/src/features/security/__tests__/account-security.test.tsx
@@ -26,8 +26,12 @@ import {
   within,
 } from '@testing-library/react'
 import userEvent from '@testing-library/user-event'
+import { createInstance } from 'i18next'
+import { I18nextProvider, initReactI18next } from 'react-i18next'
 import { afterEach, beforeEach, expect, it, vi } from 'vitest'
 
+import en from '@/i18n/locales/en.json'
+import zh from '@/i18n/locales/zh.json'
 import { api } from '@/lib/api'
 import { STATUS_QUERY_KEY } from '@/lib/status-query'
 import { useAuthStore } from '@/stores/auth-store'
@@ -37,6 +41,7 @@ import { DeleteAccountDialog } from '../components/dialogs/delete-account-dialog
 import { EmailBindDialog } from '../components/dialogs/email-bind-dialog'
 import { TwoFABackupDialog } from '../components/dialogs/two-fa-backup-dialog'
 import { TwoFADisableDialog } from '../components/dialogs/two-fa-disable-dialog'
+import { TwoFASetupDialog } from '../components/dialogs/two-fa-setup-dialog'
 
 const { navigate } = vi.hoisted(() => ({ navigate: vi.fn() }))
 vi.mock('@tanstack/react-router', async (importOriginal) => ({
@@ -750,3 +755,71 @@ it('confirms both email addresses after identity verification and freezes the su
     expect.objectContaining({ singleUseAuthorization: true })
   )
 })
+
+it('translates the delete confirmation as a sentence and preserves the literal username on language change', async () => {
+  const i18n = createInstance()
+  await i18n.use(initReactI18next).init({
+    lng: 'zh',
+    fallbackLng: false,
+    nsSeparator: false,
+    resources: { en, zh },
+    interpolation: { escapeValue: false },
+  })
+  const username = 'admin <b>name</b>'
+  render(
+    <I18nextProvider i18n={i18n}>
+      <DeleteAccountDialog open username={username} onOpenChange={vi.fn()} />
+    </I18nextProvider>
+  )
+  expect(
+    screen.getByRole('textbox', { name: `输入 ${username} 以确认` })
+  ).toBeVisible()
+  await act(() => i18n.changeLanguage('en'))
+  expect(
+    screen.getByRole('textbox', { name: `Type ${username} to confirm` })
+  ).toBeVisible()
+  expect(screen.getByRole('button', { name: 'Delete Account' })).toBeDisabled()
+})
+
+it('shows complete translated 2FA step descriptions and updates every step on language change', async () => {
+  const i18n = createInstance()
+  await i18n.use(initReactI18next).init({
+    lng: 'zh',
+    fallbackLng: false,
+    nsSeparator: false,
+    resources: { en, zh },
+    interpolation: { escapeValue: false },
+  })
+  const user = userEvent.setup()
+  render(
+    <I18nextProvider i18n={i18n}>
+      <TwoFASetupDialog
+        open
+        setupData={{
+          secret: 'EXAMPLE',
+          qr_code_data: 'otpauth://totp/example',
+          backup_codes: ['EXAMPLE-CODE'],
+          flow_token: 'example-flow',
+          expires_at: 1234567890,
+        }}
+        loading={false}
+        initializing={false}
+        onCancel={vi.fn()}
+        onEnable={vi.fn()}
+      />
+    </I18nextProvider>
+  )
+  const descriptions = [
+    ['第 1 步，共 3 步：扫描二维码', 'Step 1 of 3: Scan QR Code'],
+    ['第 2 步，共 3 步：保存备份代码', 'Step 2 of 3: Save Backup Codes'],
+    ['第 3 步，共 3 步：验证设置', 'Step 3 of 3: Verify Setup'],
+  ]
+  for (const [chinese, english] of descriptions) {
+    await act(() => i18n.changeLanguage('zh'))
+    expect(screen.getByRole('dialog')).toHaveAccessibleDescription(chinese)
+    await act(() => i18n.changeLanguage('en'))
+    expect(screen.getByRole('dialog')).toHaveAccessibleDescription(english)
+    const next = screen.queryByRole('button', { name: 'Next' })
+    if (next) await user.click(next)
+  }
+})
diff --git a/web/src/features/security/__tests__/page.test.tsx b/web/src/features/security/__tests__/page.test.tsx
index 1980302..5409d82 100644
--- a/web/src/features/security/__tests__/page.test.tsx
+++ b/web/src/features/security/__tests__/page.test.tsx
@@ -72,17 +72,14 @@ beforeEach(() => {
     .getState()
     .auth.setUser({ ...profile, permissions: { sidebar_settings: false } })
   vi.spyOn(api, 'get').mockImplementation(async (url) => {
-    if (url === '/api/user/token/status') {
+    if (url === '/api/user/access_tokens') {
+      return { data: { success: true, data: { items: [], legacy: null } } }
+    }
+    if (url === '/api/user/access_tokens/catalog') {
       return {
         data: {
           success: true,
-          data: {
-            exists: false,
-            token_ref: '',
-            created_at: null,
-            last_used_at: null,
-            last_used_ip: '',
-          },
+          data: { groups: [], max_tokens: 20, default_expiry_days: 30 },
         },
       }
     }
@@ -194,9 +191,7 @@ describe('security page migration', () => {
       'xl:grid-cols-[minmax(0,1fr)_minmax(360px,0.46fr)]'
     )
     const access = screen.getByRole('region', { name: 'Sessions & Access' })
-    expect(
-      within(access).getByRole('heading', { name: 'Access Token' })
-    ).toBeVisible()
+    expect(within(access).getByText('Access tokens')).toBeVisible()
     expect(
       await within(access).findByText('No active login sessions')
     ).toBeVisible()
diff --git a/web/src/features/security/api.ts b/web/src/features/security/api.ts
index 80ebcd0..db42eac 100644
--- a/web/src/features/security/api.ts
+++ b/web/src/features/security/api.ts
@@ -17,6 +17,7 @@ along with this program. If not, see <https://www.gnu.org/licenses/>.
 For commercial licensing, please contact support@quantumnous.com
 */
 import type { TwoFAStatus } from '@/features/profile/types'
+import type { PermissionResourceDef } from '@/lib/admin-permissions'
 import { api } from '@/lib/api'
 import {
   AuthOperationError,
@@ -24,27 +25,91 @@ import {
   authResult,
 } from '@/lib/secure-verification'
 
-export interface AccessTokenStatus {
-  exists: boolean
+export interface AccessTokenItem {
+  id: number
+  name: string
+  token_ref: string
+  token_hint: string
+  scopes: string[]
+  /** Unix seconds; 0 means the token never expires. */
+  expires_at: number
+  last_used_at: number
+  last_used_ip: string
+  created_at: number
+}
+
+export interface LegacyAccessToken {
+  token_hint: string
   token_ref: string
   created_at: number | null
   last_used_at: number | null
   last_used_ip: string
+  /** Unix seconds after which the legacy token stops working. */
+  retire_at: number
 }
 
-export function getAccessTokenStatus(): Promise<AccessTokenStatus> {
+export interface AccessTokenList {
+  items: AccessTokenItem[]
+  legacy: LegacyAccessToken | null
+}
+
+export type AccessTokenGroup = 'personal' | 'admin' | 'system'
+
+export interface AccessTokenCatalog {
+  groups: { group: AccessTokenGroup; resources: PermissionResourceDef[] }[]
+  max_tokens: number
+  default_expiry_days: number
+}
+
+export interface AccessTokenInput {
+  name: string
+  scopes: string[]
+  expires_at: number
+}
+
+/** A token edit; scopes is present only when the grant changes. */
+export interface AccessTokenUpdate {
+  name: string
+  scopes?: string[]
+}
+
+export interface CreatedAccessToken {
+  token: string
+  item: AccessTokenItem
+}
+
+export function listAccessTokens(): Promise<AccessTokenList> {
   return authResult(
-    api.get('/api/user/token/status', authRequestOptions),
-    'Failed to load token status'
+    api.get('/api/user/access_tokens', authRequestOptions),
+    'Failed to load access tokens'
+  )
+}
+
+export function getAccessTokenCatalog(): Promise<AccessTokenCatalog> {
+  return authResult(
+    api.get('/api/user/access_tokens/catalog', authRequestOptions),
+    'Failed to load access tokens'
+  )
+}
+
+// getAccessTokenScopes returns labels for every scope a token can hold, used
+// to describe stored grants such as those in audit records.
+export function getAccessTokenScopes(): Promise<{
+  resources: PermissionResourceDef[]
+}> {
+  return authResult(
+    api.get('/api/user/access_tokens/scopes', authRequestOptions),
+    'Failed to load access tokens'
   )
 }
 
 export async function createAccessToken(
+  input: AccessTokenInput,
   proofToken: string,
   signal: AbortSignal
-): Promise<string> {
-  const token = await authResult<string>(
-    api.post('/api/user/token', undefined, {
+): Promise<CreatedAccessToken> {
+  const created = await authResult<CreatedAccessToken>(
+    api.post('/api/user/access_tokens', input, {
       ...authRequestOptions,
       headers: { 'X-Security-Proof': proofToken },
       singleUseAuthorization: true,
@@ -52,16 +117,54 @@ export async function createAccessToken(
     }),
     'Failed to generate token'
   )
-  if (!token) throw new AuthOperationError('Failed to generate token')
-  return token
+  if (!created?.token) throw new AuthOperationError('Failed to generate token')
+  return created
+}
+
+// updateAccessToken renames a token and, when scopes are present, replaces its
+// grant. Changing the grant needs a security proof bound to the token and the
+// new scopes; a rename needs none.
+export function updateAccessToken(
+  id: number,
+  input: AccessTokenUpdate,
+  proof?: { token: string; signal: AbortSignal }
+): Promise<AccessTokenItem> {
+  const options = proof
+    ? {
+        ...authRequestOptions,
+        headers: { 'X-Security-Proof': proof.token },
+        singleUseAuthorization: true,
+        signal: proof.signal,
+      }
+    : authRequestOptions
+  return authResult(
+    api.patch(`/api/user/access_tokens/${id}`, input, options),
+    'Failed to save'
+  )
 }
 
 export async function revokeAccessToken(
+  id: number,
   proofToken: string,
   signal: AbortSignal
 ): Promise<void> {
   await authResult<null>(
-    api.delete('/api/user/token', {
+    api.delete(`/api/user/access_tokens/${id}`, {
+      ...authRequestOptions,
+      headers: { 'X-Security-Proof': proofToken },
+      singleUseAuthorization: true,
+      signal,
+    }),
+    'Failed to revoke token'
+  )
+}
+
+export async function revokeLegacyAccessToken(
+  proofToken: string,
+  signal: AbortSignal
+): Promise<void> {
+  await authResult<null>(
+    api.delete('/api/user/access_tokens/legacy', {
       ...authRequestOptions,
       headers: { 'X-Security-Proof': proofToken },
       singleUseAuthorization: true,
diff --git a/web/src/features/security/components/__tests__/access-token-card.test.tsx b/web/src/features/security/components/__tests__/access-token-card.test.tsx
deleted file mode 100644
index 4cfafa8..0000000
--- a/web/src/features/security/components/__tests__/access-token-card.test.tsx
+++ /dev/null
@@ -1,401 +0,0 @@
-/*
-Copyright (C) 2023-2026 QuantumNous
-
-This program is free software: you can redistribute it and/or modify
-it under the terms of the GNU Affero General Public License as
-published by the Free Software Foundation, either version 3 of the
-License, or (at your option) any later version.
-
-This program is distributed in the hope that it will be useful,
-but WITHOUT ANY WARRANTY; without even the implied warranty of
-MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
-GNU Affero General Public License for more details.
-
-You should have received a copy of the GNU Affero General Public License
-along with this program. If not, see <https://www.gnu.org/licenses/>.
-
-For commercial licensing, please contact support@quantumnous.com
-*/
-import { QueryClient, QueryClientProvider } from '@tanstack/react-query'
-import {
-  act,
-  cleanup,
-  render,
-  screen,
-  waitFor,
-  within,
-} from '@testing-library/react'
-import userEvent from '@testing-library/user-event'
-import { Toaster, toast } from 'sonner'
-import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
-
-import { api } from '@/lib/api'
-import { useAuthStore } from '@/stores/auth-store'
-
-import type { AccessTokenStatus } from '../../api'
-import { AccessTokenCard } from '../access-token-card'
-
-let status: AccessTokenStatus
-let proofCount: number
-
-function passwordProof(scope: string) {
-  proofCount += 1
-  return {
-    data: {
-      success: true,
-      data: {
-        proof_token: `one-use-proof-${proofCount}`,
-        scope,
-        method: 'password',
-        expires_at: Math.floor(Date.now() / 1000) + 60,
-      },
-    },
-  }
-}
-
-async function verifyPassword(user: ReturnType<typeof userEvent.setup>) {
-  await user.type(
-    await screen.findByLabelText('Password', { selector: 'input' }),
-    'current-password'
-  )
-  await user.click(screen.getByRole('button', { name: 'Verify' }))
-}
-
-beforeEach(() => {
-  proofCount = 0
-  useAuthStore.getState().auth.setUser({ id: 1, username: 'admin', role: 100 })
-  vi.stubGlobal('localStorage', {
-    getItem: () => null,
-    setItem: () => undefined,
-    removeItem: () => undefined,
-  })
-  status = {
-    exists: false,
-    token_ref: '',
-    created_at: null,
-    last_used_at: null,
-    last_used_ip: '',
-  }
-  vi.spyOn(api, 'get').mockImplementation(async (url, config) => {
-    if (url === '/api/audit/self') {
-      return { data: { success: true, data: { items: [], total: 0 } } }
-    }
-    if (url === '/api/verify/methods') {
-      return {
-        data: {
-          success: true,
-          data: {
-            scope: config?.params?.scope,
-            methods: [{ method: 'password', available: true }],
-            oauth_providers: [],
-            password_encryption_enabled: false,
-          },
-        },
-      }
-    }
-    return { data: { success: true, data: status } }
-  })
-  vi.spyOn(api, 'post').mockImplementation(async (url, data) => {
-    if (url === '/api/verify') {
-      return passwordProof((data as { scope: string }).scope)
-    }
-    throw new Error(`Unexpected POST ${url}`)
-  })
-})
-afterEach(() => {
-  cleanup()
-  useAuthStore.getState().auth.reset()
-  toast.dismiss()
-  vi.restoreAllMocks()
-  vi.unstubAllGlobals()
-})
-function renderCard() {
-  const client = new QueryClient({
-    defaultOptions: { queries: { retry: false }, mutations: { retry: false } },
-  })
-  render(
-    <QueryClientProvider client={client}>
-      <AccessTokenCard />
-      <Toaster />
-    </QueryClientProvider>
-  )
-  return client
-}
-
-describe('system access token management', () => {
-  it('does not generate a token when identity verification is cancelled', async () => {
-    const post = vi.mocked(api.post)
-    renderCard()
-    const user = userEvent.setup()
-    await user.dblClick(await screen.findByRole('button', { name: 'Generate' }))
-    await screen.findByLabelText('Password', { selector: 'input' })
-    expect(post).not.toHaveBeenCalled()
-    expect(
-      vi
-        .mocked(api.get)
-        .mock.calls.filter(([url]) => url === '/api/verify/methods')
-    ).toHaveLength(1)
-    await user.click(screen.getByRole('button', { name: 'Cancel' }))
-    expect(post).not.toHaveBeenCalled()
-    expect(screen.queryByLabelText('Token')).not.toBeInTheDocument()
-  })
-
-  it('ignores a successful verification response that arrives after cancellation', async () => {
-    let complete!: (value: ReturnType<typeof passwordProof>) => void
-    const pending = new Promise<ReturnType<typeof passwordProof>>((resolve) => {
-      complete = resolve
-    })
-    const post = vi.mocked(api.post).mockImplementation(async (url) => {
-      if (url === '/api/verify') return pending
-      throw new Error(`Unexpected POST ${url}`)
-    })
-    renderCard()
-    const user = userEvent.setup()
-    await user.click(await screen.findByRole('button', { name: 'Generate' }))
-    await verifyPassword(user)
-    await waitFor(() =>
-      expect(post).toHaveBeenCalledWith(
-        '/api/verify',
-        expect.anything(),
-        expect.anything()
-      )
-    )
-    await user.click(screen.getByRole('button', { name: 'Cancel' }))
-    await act(async () => {
-      complete(passwordProof('access_token.generate'))
-      await pending
-    })
-    expect(
-      post.mock.calls.filter(([url]) => url === '/api/user/token')
-    ).toHaveLength(0)
-    expect(screen.queryByLabelText('Token')).not.toBeInTheDocument()
-    expect(screen.getByRole('button', { name: 'Generate' })).toBeEnabled()
-  })
-
-  it('aborts and ignores a token response for an account that is no longer active', async () => {
-    const token = 'previous-account-private-token'
-    let complete!: (value: { data: { success: boolean; data: string } }) => void
-    const pending = new Promise<{ data: { success: boolean; data: string } }>(
-      (resolve) => {
-        complete = resolve
-      }
-    )
-    let signal: { readonly aborted: boolean } | undefined
-    vi.mocked(api.post).mockImplementation(async (url, data, config) => {
-      if (url === '/api/verify') {
-        return passwordProof((data as { scope: string }).scope)
-      }
-      if (url === '/api/user/token') {
-        signal = config?.signal
-        return pending
-      }
-      throw new Error(`Unexpected POST ${url}`)
-    })
-    const client = renderCard()
-    const user = userEvent.setup()
-    await user.click(await screen.findByRole('button', { name: 'Generate' }))
-    await verifyPassword(user)
-    await waitFor(() => expect(signal).toBeDefined())
-    await act(async () => {
-      useAuthStore
-        .getState()
-        .auth.setUser({ id: 2, username: 'other-user', role: 100 })
-    })
-    expect(signal?.aborted).toBe(true)
-    await act(async () => {
-      complete({ data: { success: true, data: token } })
-      await pending
-    })
-    expect(screen.queryByDisplayValue(token)).not.toBeInTheDocument()
-    expect(
-      await screen.findByRole('button', { name: 'Generate' })
-    ).toBeEnabled()
-    expect(
-      JSON.stringify(
-        client
-          .getQueryCache()
-          .getAll()
-          .map((entry) => entry.state.data)
-      )
-    ).not.toContain(token)
-  })
-
-  it('generates a missing token and clears the one-time plaintext on Escape', async () => {
-    const token = 'one-time-private-token'
-    vi.mocked(api.post).mockImplementation(async (url, data) => {
-      if (url === '/api/verify') {
-        return passwordProof((data as { scope: string }).scope)
-      }
-      status = {
-        ...status,
-        exists: true,
-        token_ref: 'a'.repeat(64),
-        created_at: 1700000000,
-      }
-      return { data: { success: true, data: token } }
-    })
-    const client = renderCard()
-    const user = userEvent.setup()
-    await user.click(await screen.findByRole('button', { name: 'Generate' }))
-    await verifyPassword(user)
-    const dialog = await screen.findByRole('dialog', { name: 'Access Token' })
-    expect(within(dialog).getByLabelText('Token')).toHaveValue(token)
-    expect(api.post).toHaveBeenCalledWith(
-      '/api/user/token',
-      undefined,
-      expect.objectContaining({
-        headers: { 'X-Security-Proof': 'one-use-proof-1' },
-        singleUseAuthorization: true,
-      })
-    )
-    await user.keyboard('{Escape}')
-    await waitFor(() =>
-      expect(screen.queryByDisplayValue(token)).not.toBeInTheDocument()
-    )
-    expect(
-      JSON.stringify(
-        client
-          .getQueryCache()
-          .getAll()
-          .map((entry) => entry.state.data)
-      )
-    ).not.toContain(token)
-    expect(JSON.stringify(client.getMutationCache().getAll())).not.toContain(
-      'one-use-proof-1'
-    )
-    expect(
-      JSON.stringify(
-        client
-          .getMutationCache()
-          .getAll()
-          .map((entry) => entry.state.data)
-      )
-    ).not.toContain(token)
-    expect(await screen.findByText('Not used yet')).toBeVisible()
-  })
-
-  it('legacy tokens show unknown creation and usage until records exist', async () => {
-    status = { ...status, exists: true, token_ref: 'a'.repeat(64) }
-    renderCard()
-    expect(await screen.findAllByText('Unknown')).toHaveLength(2)
-    expect(screen.queryByText('Not used yet')).not.toBeInTheDocument()
-    expect(
-      screen.queryByRole('button', { name: 'Generate' })
-    ).not.toBeInTheDocument()
-  })
-
-  it('status failures offer retry without asserting that a token is missing or unused', async () => {
-    vi.mocked(api.get).mockRejectedValueOnce(new Error('offline'))
-    renderCard()
-    expect(await screen.findByRole('alert')).toHaveTextContent(
-      'Failed to load token status'
-    )
-    expect(screen.queryByText('Not generated')).not.toBeInTheDocument()
-    expect(screen.queryByText('Not used yet')).not.toBeInTheDocument()
-    expect(
-      screen.queryByRole('button', { name: 'Generate' })
-    ).not.toBeInTheDocument()
-    await userEvent.click(screen.getByRole('button', { name: 'Retry' }))
-    expect(await screen.findByText('Not generated')).toBeVisible()
-  })
-
-  it('rotation requires confirmation and verification, and failure keeps the existing token state', async () => {
-    status = { ...status, exists: true, token_ref: 'a'.repeat(64) }
-    const post = vi.mocked(api.post).mockImplementation(async (url, data) => {
-      if (url === '/api/verify') {
-        return passwordProof((data as { scope: string }).scope)
-      }
-      return { data: { success: false } }
-    })
-    renderCard()
-    const user = userEvent.setup()
-    await user.click(await screen.findByRole('button', { name: 'Regenerate' }))
-    const confirmation = await screen.findByRole('alertdialog')
-    expect(post).not.toHaveBeenCalled()
-    await user.click(
-      within(confirmation).getByRole('button', { name: 'Regenerate token' })
-    )
-    expect(screen.queryByRole('alertdialog')).not.toBeInTheDocument()
-    await verifyPassword(user)
-    expect(await screen.findByText('Failed to generate token')).toBeVisible()
-    expect(
-      screen.queryByRole('dialog', { name: 'Access Token' })
-    ).not.toBeInTheDocument()
-    expect(screen.getByText('Generated')).toBeVisible()
-  })
-
-  it('revocation failures can be retried and success restores the generate action', async () => {
-    status = { ...status, exists: true, token_ref: 'a'.repeat(64) }
-    vi.spyOn(api, 'delete')
-      .mockResolvedValueOnce({ data: { success: false } })
-      .mockImplementation(async () => {
-        status = { ...status, exists: false, token_ref: '' }
-        return { data: { success: true, data: null } }
-      })
-    renderCard()
-    const user = userEvent.setup()
-    await user.click(await screen.findByRole('button', { name: 'Revoke' }))
-    const confirm = within(await screen.findByRole('alertdialog')).getByRole(
-      'button',
-      { name: 'Revoke' }
-    )
-    await user.click(confirm)
-    await verifyPassword(user)
-    expect(await screen.findByText('Failed to revoke token')).toBeVisible()
-    expect(api.delete).toHaveBeenLastCalledWith(
-      '/api/user/token',
-      expect.objectContaining({
-        headers: { 'X-Security-Proof': 'one-use-proof-1' },
-      })
-    )
-    await user.click(screen.getByRole('button', { name: 'Revoke' }))
-    await user.click(
-      within(await screen.findByRole('alertdialog')).getByRole('button', {
-        name: 'Revoke',
-      })
-    )
-    await verifyPassword(user)
-    expect(api.delete).toHaveBeenLastCalledWith(
-      '/api/user/token',
-      expect.objectContaining({
-        headers: { 'X-Security-Proof': 'one-use-proof-2' },
-      })
-    )
-    expect(
-      await screen.findByRole('button', { name: 'Generate' })
-    ).toBeVisible()
-    await waitFor(() =>
-      expect(screen.queryByRole('alertdialog')).not.toBeInTheDocument()
-    )
-  })
-
-  it('access history opens by keyboard in a full-width mobile sheet and Escape closes it', async () => {
-    useAuthStore
-      .getState()
-      .auth.setUser({ id: 1, username: 'admin', role: 100 })
-    renderCard()
-    const user = userEvent.setup()
-    const trigger = screen.getByRole('button', { name: 'Access records' })
-    trigger.focus()
-    await user.keyboard('{Enter}')
-    const sheet = await screen.findByRole('dialog', { name: 'Access records' })
-    expect(sheet).toHaveClass('w-full', 'sm:max-w-5xl')
-    await waitFor(() =>
-      expect(api.get).toHaveBeenCalledWith('/api/audit/self', {
-        params: expect.objectContaining({ category: 'access_token' }),
-      })
-    )
-    expect(api.get).not.toHaveBeenCalledWith('/api/audit', expect.anything())
-    expect(
-      within(sheet).queryByRole('tablist', { name: 'View scope' })
-    ).not.toBeInTheDocument()
-    expect(
-      within(sheet).getByRole('combobox', { name: 'Token scope' })
-    ).toBeVisible()
-    await user.keyboard('{Escape}')
-    await waitFor(() =>
-      expect(screen.queryByRole('dialog')).not.toBeInTheDocument()
-    )
-    expect(trigger).toHaveFocus()
-  })
-})
diff --git a/web/src/features/security/components/__tests__/access-token-create-dialog.test.tsx b/web/src/features/security/components/__tests__/access-token-create-dialog.test.tsx
new file mode 100644
index 0000000..0baf8c1
--- /dev/null
+++ b/web/src/features/security/components/__tests__/access-token-create-dialog.test.tsx
@@ -0,0 +1,440 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { QueryClient, QueryClientProvider } from '@tanstack/react-query'
+import {
+  cleanup,
+  render,
+  screen,
+  waitFor,
+  within,
+} from '@testing-library/react'
+import userEvent from '@testing-library/user-event'
+import { Toaster, toast } from 'sonner'
+import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
+
+import { api } from '@/lib/api'
+import { useAuthStore } from '@/stores/auth-store'
+
+import type {
+  AccessTokenCatalog,
+  AccessTokenInput,
+  AccessTokenList,
+} from '../../api'
+import { AccessTokensCard } from '../access-tokens-card'
+
+const personalGroup: AccessTokenCatalog['groups'][number] = {
+  group: 'personal',
+  resources: [
+    {
+      resource: 'tokens',
+      label_key: 'API keys',
+      actions: [
+        {
+          action: 'read',
+          label_key: 'View',
+          description_key: 'View API keys',
+        },
+      ],
+    },
+  ],
+}
+const adminGroup: AccessTokenCatalog['groups'][number] = {
+  group: 'admin',
+  resources: [
+    {
+      resource: 'channel',
+      label_key: 'Channels',
+      actions: [
+        {
+          action: 'read',
+          label_key: 'Read',
+          description_key: 'View channels',
+        },
+      ],
+    },
+  ],
+}
+
+let catalog: AccessTokenCatalog
+let list: AccessTokenList
+let proofCount: number
+
+function passwordProof(scope: string) {
+  proofCount += 1
+  return {
+    data: {
+      success: true,
+      data: {
+        proof_token: `one-use-proof-${proofCount}`,
+        scope,
+        method: 'password',
+        expires_at: Math.floor(Date.now() / 1000) + 60,
+      },
+    },
+  }
+}
+
+async function verifyPassword(user: ReturnType<typeof userEvent.setup>) {
+  await user.type(
+    await screen.findByLabelText('Password', { selector: 'input' }),
+    'current-password'
+  )
+  await user.click(screen.getByRole('button', { name: 'Verify' }))
+}
+
+function permission(container: HTMLElement, resource: string, action: string) {
+  return within(
+    within(container).getByRole('group', { name: resource })
+  ).getByRole('button', { name: action })
+}
+
+function postCalls(url: string) {
+  return vi.mocked(api.post).mock.calls.filter(([called]) => called === url)
+}
+
+beforeEach(() => {
+  proofCount = 0
+  useAuthStore.getState().auth.setUser({ id: 1, username: 'admin', role: 100 })
+  vi.stubGlobal('localStorage', {
+    getItem: () => null,
+    setItem: () => undefined,
+    removeItem: () => undefined,
+  })
+  catalog = {
+    groups: [personalGroup, adminGroup],
+    max_tokens: 20,
+    default_expiry_days: 30,
+  }
+  list = { items: [], legacy: null }
+  vi.spyOn(api, 'get').mockImplementation(async (url, config) => {
+    if (url === '/api/verify/methods') {
+      return {
+        data: {
+          success: true,
+          data: {
+            scope: config?.params?.scope,
+            methods: [{ method: 'password', available: true }],
+            oauth_providers: [],
+            password_encryption_enabled: false,
+          },
+        },
+      }
+    }
+    if (url === '/api/user/access_tokens/catalog') {
+      return { data: { success: true, data: catalog } }
+    }
+    if (url === '/api/user/access_tokens') {
+      return { data: { success: true, data: list } }
+    }
+    throw new Error(`Unexpected GET ${url}`)
+  })
+  vi.spyOn(api, 'post').mockImplementation(async (url, data) => {
+    if (url === '/api/verify') {
+      return passwordProof((data as { scope: string }).scope)
+    }
+    throw new Error(`Unexpected POST ${url}`)
+  })
+})
+afterEach(() => {
+  cleanup()
+  useAuthStore.getState().auth.reset()
+  toast.dismiss()
+  vi.restoreAllMocks()
+  vi.unstubAllGlobals()
+})
+function renderCard() {
+  const client = new QueryClient({
+    defaultOptions: { queries: { retry: false }, mutations: { retry: false } },
+  })
+  render(
+    <QueryClientProvider client={client}>
+      <AccessTokensCard />
+      <Toaster />
+    </QueryClientProvider>
+  )
+  return client
+}
+
+async function openCreate(user: ReturnType<typeof userEvent.setup>) {
+  const trigger = await screen.findByRole('button', {
+    name: 'Create access token',
+  })
+  await waitFor(() => expect(trigger).toBeEnabled())
+  await user.click(trigger)
+  return screen.findByRole('dialog', { name: 'Create access token' })
+}
+
+describe('create access token dialog', () => {
+  it('requires at least one permission before asking for verification', async () => {
+    renderCard()
+    const user = userEvent.setup()
+    const dialog = await openCreate(user)
+    await user.type(within(dialog).getByLabelText('Token name'), 'ci')
+    await user.click(
+      within(dialog).getByRole('button', { name: 'Create access token' })
+    )
+    expect(
+      await within(dialog).findByText('Select at least one permission')
+    ).toBeVisible()
+    expect(api.post).not.toHaveBeenCalled()
+    expect(
+      screen.queryByLabelText('Password', { selector: 'input' })
+    ).not.toBeInTheDocument()
+  })
+
+  it('shows the admin group only when the catalog offers it', async () => {
+    renderCard()
+    const user = userEvent.setup()
+    const dialog = await openCreate(user)
+    expect(
+      within(dialog).getByRole('region', { name: 'Personal' })
+    ).toBeVisible()
+    expect(
+      within(dialog).getByRole('region', { name: 'Administration' })
+    ).toBeVisible()
+    cleanup()
+
+    catalog = {
+      ...catalog,
+      groups: [personalGroup, { ...adminGroup, resources: [] }],
+    }
+    renderCard()
+    const restricted = await openCreate(userEvent.setup())
+    expect(
+      within(restricted).getByRole('region', { name: 'Personal' })
+    ).toBeVisible()
+    expect(
+      within(restricted).queryByRole('region', { name: 'Administration' })
+    ).not.toBeInTheDocument()
+    expect(
+      within(restricted).queryByRole('group', { name: 'Channels' })
+    ).not.toBeInTheDocument()
+  })
+
+  it('defaults to a 30-day expiry and binds the proof to the requested grant', async () => {
+    vi.mocked(api.post).mockImplementation(async (url, data) => {
+      if (url === '/api/verify') {
+        return passwordProof((data as { scope: string }).scope)
+      }
+      return {
+        data: {
+          success: true,
+          data: { token: 'nap_private-plaintext', item: {} },
+        },
+      }
+    })
+    renderCard()
+    const user = userEvent.setup()
+    const dialog = await openCreate(user)
+    await user.type(within(dialog).getByLabelText('Token name'), '  ci  ')
+    await user.click(permission(dialog, 'Channels', 'Read'))
+    await user.click(permission(dialog, 'API keys', 'View'))
+    const before = Math.floor(Date.now() / 1000)
+    await user.click(
+      within(dialog).getByRole('button', { name: 'Create access token' })
+    )
+    await verifyPassword(user)
+    await waitFor(() =>
+      expect(postCalls('/api/user/access_tokens')).toHaveLength(1)
+    )
+    const [[, body]] = postCalls('/api/user/access_tokens')
+    const input = body as AccessTokenInput
+    expect(input.name).toBe('ci')
+    expect(input.scopes).toEqual(['channel:read', 'tokens:read'])
+    const thirtyDays = 30 * 24 * 60 * 60
+    expect(input.expires_at).toBeGreaterThanOrEqual(before + thirtyDays)
+    expect(input.expires_at).toBeLessThanOrEqual(
+      Math.floor(Date.now() / 1000) + thirtyDays
+    )
+    const [[, verifyBody]] = postCalls('/api/verify')
+    expect(verifyBody).toEqual(
+      expect.objectContaining({
+        scope: 'access_token.generate',
+        context: { scopes: input.scopes, expires_at: input.expires_at },
+      })
+    )
+  })
+
+  it('warns about tokens that never expire and shows the plaintext only once', async () => {
+    const token = 'nap_one-time-private-token'
+    vi.mocked(api.post).mockImplementation(async (url, data) => {
+      if (url === '/api/verify') {
+        return passwordProof((data as { scope: string }).scope)
+      }
+      return {
+        data: {
+          success: true,
+          data: {
+            token,
+            item: {
+              id: 9,
+              name: 'nightly',
+              token_ref: 'd'.repeat(64),
+              token_hint: 'oken',
+              scopes: ['tokens:read'],
+              expires_at: 0,
+              last_used_at: 0,
+              last_used_ip: '',
+              created_at: Math.floor(Date.now() / 1000),
+            },
+          },
+        },
+      }
+    })
+    const client = renderCard()
+    const user = userEvent.setup()
+    const dialog = await openCreate(user)
+    const warning =
+      'A token that never expires stays valid until you revoke it. Set an expiration date when possible.'
+    expect(within(dialog).queryByText(warning)).not.toBeInTheDocument()
+    await user.type(within(dialog).getByLabelText('Token name'), 'nightly')
+    await user.click(
+      within(dialog).getByRole('button', { name: 'Never expires' })
+    )
+    expect(within(dialog).getByText(warning)).toBeVisible()
+    await user.click(permission(dialog, 'API keys', 'View'))
+    await user.click(
+      within(dialog).getByRole('button', { name: 'Create access token' })
+    )
+    await verifyPassword(user)
+
+    const shown = await screen.findByRole('dialog', { name: 'Access tokens' })
+    expect(within(shown).getByLabelText('Token')).toHaveValue(token)
+    expect(
+      screen.queryByRole('dialog', { name: 'Create access token' })
+    ).not.toBeInTheDocument()
+    const [[, verifyBody]] = postCalls('/api/verify')
+    expect(verifyBody).toEqual(
+      expect.objectContaining({
+        scope: 'access_token.generate',
+        context: { scopes: ['tokens:read'], expires_at: 0 },
+      })
+    )
+    expect(api.post).toHaveBeenCalledWith(
+      '/api/user/access_tokens',
+      { name: 'nightly', scopes: ['tokens:read'], expires_at: 0 },
+      expect.objectContaining({
+        headers: { 'X-Security-Proof': 'one-use-proof-1' },
+        singleUseAuthorization: true,
+      })
+    )
+
+    await user.keyboard('{Escape}')
+    await waitFor(() =>
+      expect(screen.queryByDisplayValue(token)).not.toBeInTheDocument()
+    )
+    expect(
+      JSON.stringify(
+        client
+          .getQueryCache()
+          .getAll()
+          .map((entry) => entry.state.data)
+      )
+    ).not.toContain(token)
+    expect(JSON.stringify(client.getMutationCache().getAll())).not.toContain(
+      'one-use-proof-1'
+    )
+    expect(
+      JSON.stringify(
+        client
+          .getMutationCache()
+          .getAll()
+          .map((entry) => entry.state.data)
+      )
+    ).not.toContain(token)
+  })
+
+  it('selects and clears one group at a time and collapses it', async () => {
+    catalog = {
+      ...catalog,
+      groups: [
+        {
+          group: 'personal',
+          resources: [
+            {
+              ...personalGroup.resources[0],
+              actions: [
+                ...personalGroup.resources[0].actions,
+                {
+                  action: 'write',
+                  label_key: 'Edit',
+                  description_key: 'Edit API keys',
+                },
+              ],
+            },
+          ],
+        },
+        adminGroup,
+      ],
+    }
+    renderCard()
+    const user = userEvent.setup()
+    const dialog = await openCreate(user)
+    const personal = within(dialog).getByRole('region', { name: 'Personal' })
+    const view = permission(personal, 'API keys', 'View')
+    const edit = permission(personal, 'API keys', 'Edit')
+    expect(view).toHaveAccessibleDescription('View API keys')
+    expect(view).toHaveAttribute('aria-pressed', 'false')
+    await user.click(view)
+    expect(view).toHaveAttribute('aria-pressed', 'true')
+    expect(within(personal).getByText('Selected 1 / 2')).toBeVisible()
+
+    await user.click(
+      within(personal).getByRole('button', { name: 'Select all' })
+    )
+    expect(edit).toHaveAttribute('aria-pressed', 'true')
+    expect(within(personal).getByText('Selected 2 / 2')).toBeVisible()
+    expect(permission(dialog, 'Channels', 'Read')).toHaveAttribute(
+      'aria-pressed',
+      'false'
+    )
+    await user.click(within(personal).getByRole('button', { name: 'Clear' }))
+    expect(view).toHaveAttribute('aria-pressed', 'false')
+    expect(edit).toHaveAttribute('aria-pressed', 'false')
+
+    const header = within(personal).getByRole('button', { name: /^Personal/ })
+    expect(header).toHaveAttribute('aria-expanded', 'true')
+    await user.click(header)
+    expect(header).toHaveAttribute('aria-expanded', 'false')
+    await waitFor(() =>
+      expect(
+        within(personal).queryByRole('group', { name: 'API keys' })
+      ).not.toBeInTheDocument()
+    )
+  })
+
+  it('keeps the form and sends nothing when verification is cancelled', async () => {
+    renderCard()
+    const user = userEvent.setup()
+    const dialog = await openCreate(user)
+    await user.type(within(dialog).getByLabelText('Token name'), 'ci')
+    await user.click(permission(dialog, 'API keys', 'View'))
+    await user.click(
+      within(dialog).getByRole('button', { name: 'Create access token' })
+    )
+    await screen.findByLabelText('Password', { selector: 'input' })
+    await user.click(screen.getByRole('button', { name: 'Cancel' }))
+    const restored = await screen.findByRole('dialog', {
+      name: 'Create access token',
+    })
+    expect(within(restored).getByLabelText('Token name')).toHaveValue('ci')
+    expect(postCalls('/api/user/access_tokens')).toHaveLength(0)
+    expect(postCalls('/api/verify')).toHaveLength(0)
+  })
+})
diff --git a/web/src/features/security/components/__tests__/access-tokens-card.test.tsx b/web/src/features/security/components/__tests__/access-tokens-card.test.tsx
new file mode 100644
index 0000000..d77e4ca
--- /dev/null
+++ b/web/src/features/security/components/__tests__/access-tokens-card.test.tsx
@@ -0,0 +1,656 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { QueryClient, QueryClientProvider } from '@tanstack/react-query'
+import {
+  act,
+  cleanup,
+  render,
+  screen,
+  waitFor,
+  within,
+} from '@testing-library/react'
+import userEvent from '@testing-library/user-event'
+import { Toaster, toast } from 'sonner'
+import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
+
+import { api } from '@/lib/api'
+import { useAuthStore } from '@/stores/auth-store'
+
+import type {
+  AccessTokenCatalog,
+  AccessTokenItem,
+  AccessTokenList,
+} from '../../api'
+import { AccessTokensCard } from '../access-tokens-card'
+
+const NOW = Math.floor(Date.now() / 1000)
+
+const catalog: AccessTokenCatalog = {
+  groups: [
+    {
+      group: 'personal',
+      resources: [
+        {
+          resource: 'tokens',
+          label_key: 'API keys',
+          actions: [
+            {
+              action: 'read',
+              label_key: 'View',
+              description_key: 'View API keys',
+            },
+            {
+              action: 'write',
+              label_key: 'Edit',
+              description_key: 'Edit API keys',
+            },
+          ],
+        },
+      ],
+    },
+  ],
+  max_tokens: 20,
+  default_expiry_days: 30,
+}
+
+function tokenItem(overrides: Partial<AccessTokenItem>): AccessTokenItem {
+  return {
+    id: 1,
+    name: 'deploy script',
+    token_ref: 'a'.repeat(64),
+    token_hint: 'Ab12',
+    scopes: ['tokens:read'],
+    expires_at: NOW + 30 * 24 * 60 * 60,
+    last_used_at: 0,
+    last_used_ip: '',
+    created_at: NOW - 60,
+    ...overrides,
+  }
+}
+
+let list: AccessTokenList
+let listFailure: Error | null
+let catalogGate: Promise<void>
+let proofCount: number
+
+function passwordProof(scope: string) {
+  proofCount += 1
+  return {
+    data: {
+      success: true,
+      data: {
+        proof_token: `one-use-proof-${proofCount}`,
+        scope,
+        method: 'password',
+        expires_at: Math.floor(Date.now() / 1000) + 60,
+      },
+    },
+  }
+}
+
+async function verifyPassword(user: ReturnType<typeof userEvent.setup>) {
+  await user.type(
+    await screen.findByLabelText('Password', { selector: 'input' }),
+    'current-password'
+  )
+  await user.click(screen.getByRole('button', { name: 'Verify' }))
+}
+
+function verifyCalls() {
+  return vi
+    .mocked(api.post)
+    .mock.calls.filter(([url]) => url === '/api/verify')
+    .map(([, data]) => data)
+}
+
+beforeEach(() => {
+  proofCount = 0
+  useAuthStore.getState().auth.setUser({ id: 1, username: 'admin', role: 100 })
+  vi.stubGlobal('localStorage', {
+    getItem: () => null,
+    setItem: () => undefined,
+    removeItem: () => undefined,
+  })
+  list = { items: [], legacy: null }
+  listFailure = null
+  catalogGate = Promise.resolve()
+  vi.spyOn(api, 'get').mockImplementation(async (url, config) => {
+    if (url === '/api/audit/self') {
+      return { data: { success: true, data: { items: [], total: 0 } } }
+    }
+    if (url === '/api/verify/methods') {
+      return {
+        data: {
+          success: true,
+          data: {
+            scope: config?.params?.scope,
+            methods: [{ method: 'password', available: true }],
+            oauth_providers: [],
+            password_encryption_enabled: false,
+          },
+        },
+      }
+    }
+    if (url === '/api/user/access_tokens/catalog') {
+      await catalogGate
+      return { data: { success: true, data: catalog } }
+    }
+    if (url === '/api/user/access_tokens') {
+      if (listFailure) throw listFailure
+      return { data: { success: true, data: list } }
+    }
+    throw new Error(`Unexpected GET ${url}`)
+  })
+  vi.spyOn(api, 'post').mockImplementation(async (url, data) => {
+    if (url === '/api/verify') {
+      return passwordProof((data as { scope: string }).scope)
+    }
+    throw new Error(`Unexpected POST ${url}`)
+  })
+  vi.spyOn(api, 'delete').mockResolvedValue({
+    data: { success: true, data: null },
+  })
+})
+afterEach(() => {
+  cleanup()
+  useAuthStore.getState().auth.reset()
+  toast.dismiss()
+  vi.restoreAllMocks()
+  vi.unstubAllGlobals()
+})
+function renderCard() {
+  const client = new QueryClient({
+    defaultOptions: { queries: { retry: false }, mutations: { retry: false } },
+  })
+  render(
+    <QueryClientProvider client={client}>
+      <AccessTokensCard />
+      <Toaster />
+    </QueryClientProvider>
+  )
+  return client
+}
+
+async function openEdit(user: ReturnType<typeof userEvent.setup>) {
+  await user.click(await screen.findByRole('button', { name: 'Open menu' }))
+  await user.click(await screen.findByRole('menuitem', { name: 'Edit' }))
+  return screen.findByRole('dialog', { name: 'Edit access token' })
+}
+
+function permission(container: HTMLElement, action: string) {
+  return within(
+    within(container).getByRole('group', { name: 'API keys' })
+  ).getByRole('button', { name: action })
+}
+
+function mockPatch(item: AccessTokenItem) {
+  return vi.spyOn(api, 'patch').mockResolvedValue({
+    data: { success: true, data: item },
+  })
+}
+
+async function openRevoke(user: ReturnType<typeof userEvent.setup>) {
+  await user.click(await screen.findByRole('button', { name: 'Open menu' }))
+  await user.click(await screen.findByRole('menuitem', { name: 'Revoke' }))
+  const confirmation = await screen.findByRole('alertdialog')
+  await user.click(within(confirmation).getByRole('button', { name: 'Revoke' }))
+}
+
+describe('access tokens card', () => {
+  it('lists tokens with their permissions and expiry state', async () => {
+    list = {
+      items: [
+        tokenItem({ id: 1, name: 'nightly export', expires_at: 0 }),
+        tokenItem({
+          id: 2,
+          name: 'old script',
+          expires_at: NOW - 60,
+          scopes: ['tokens:read', 'retired:write'],
+        }),
+      ],
+      legacy: null,
+    }
+    renderCard()
+    expect(await screen.findByText('nightly export')).toBeVisible()
+    expect(screen.getByText('Never expires')).toBeVisible()
+    expect(screen.getByText('Expired')).toBeVisible()
+    expect(screen.getAllByText('API keys')).toHaveLength(2)
+    // A resource the catalog no longer offers is counted, never shown by key.
+    expect(screen.getByText('+1')).toBeVisible()
+    expect(screen.queryByText(/retired/)).not.toBeInTheDocument()
+    expect(screen.getAllByText('Never used')).toHaveLength(2)
+    expect(
+      screen.getByRole('button', { name: 'Create access token' })
+    ).toBeEnabled()
+  })
+
+  it('disables Edit while the permission catalog is loading or failed to load', async () => {
+    list = { items: [tokenItem({ id: 7 })], legacy: null }
+    let failCatalog!: (error: Error) => void
+    catalogGate = new Promise((_, reject) => {
+      failCatalog = reject
+    })
+    const client = renderCard()
+    const user = userEvent.setup()
+    await user.click(await screen.findByRole('button', { name: 'Open menu' }))
+    const edit = await screen.findByRole('menuitem', { name: 'Edit' })
+    expect(edit).toHaveAttribute('aria-disabled', 'true')
+    failCatalog(new Error('offline'))
+    await waitFor(() =>
+      expect(
+        client.getQueryState(['security', 'access-tokens', 'catalog', 1])
+          ?.status
+      ).toBe('error')
+    )
+    expect(screen.getByRole('menuitem', { name: 'Edit' })).toHaveAttribute(
+      'aria-disabled',
+      'true'
+    )
+  })
+
+  it('shows an empty state when there are no tokens', async () => {
+    renderCard()
+    expect(await screen.findByText('No access tokens')).toBeVisible()
+  })
+
+  it('shows the legacy stop date and offers revocation and records for it', async () => {
+    list = {
+      items: [],
+      legacy: {
+        token_hint: 'Zz99',
+        token_ref: 'b'.repeat(64),
+        created_at: null,
+        last_used_at: null,
+        last_used_ip: '',
+        retire_at: NOW + 10 * 24 * 60 * 60,
+      },
+    }
+    renderCard()
+    expect(await screen.findByText('Legacy token')).toBeVisible()
+    expect(
+      screen.getByText(/^The legacy token stops working on .+\. Create a new/)
+    ).toBeVisible()
+    expect(screen.getByText('…Zz99')).toBeVisible()
+    expect(
+      screen.queryByRole('button', { name: /Regenerate|Generate/ })
+    ).not.toBeInTheDocument()
+    expect(screen.getByRole('button', { name: 'Revoke' })).toBeVisible()
+    const [, legacyRecords] = screen.getAllByRole('button', {
+      name: 'Access records',
+    })
+    await userEvent.click(legacyRecords)
+    await screen.findByRole('dialog', { name: 'Access records' })
+    await waitFor(() =>
+      expect(api.get).toHaveBeenCalledWith('/api/audit/self', {
+        params: expect.objectContaining({
+          category: 'access_token',
+          token_ref: 'b'.repeat(64),
+        }),
+      })
+    )
+  })
+
+  it('disables creation at the token limit', async () => {
+    list = {
+      items: Array.from({ length: catalog.max_tokens }, (_, index) =>
+        tokenItem({ id: index + 1, name: `token ${index + 1}` })
+      ),
+      legacy: null,
+    }
+    renderCard()
+    expect(await screen.findByText('token 20')).toBeVisible()
+    expect(
+      screen.getByRole('button', { name: 'Create access token' })
+    ).toBeDisabled()
+    expect(
+      screen.getByText('You can create up to 20 access tokens')
+    ).toBeVisible()
+  })
+
+  it('load failures offer retry without claiming there are no tokens', async () => {
+    listFailure = new Error('offline')
+    renderCard()
+    expect(await screen.findByRole('alert')).toHaveTextContent(
+      'Failed to load access tokens'
+    )
+    expect(screen.queryByText('No access tokens')).not.toBeInTheDocument()
+    listFailure = null
+    await userEvent.click(screen.getByRole('button', { name: 'Retry' }))
+    expect(await screen.findByText('No access tokens')).toBeVisible()
+  })
+
+  it('revokes a token after confirmation with a proof bound to that token', async () => {
+    list = { items: [tokenItem({ id: 7 })], legacy: null }
+    renderCard()
+    const user = userEvent.setup()
+    await openRevoke(user)
+    await verifyPassword(user)
+    await waitFor(() =>
+      expect(api.delete).toHaveBeenCalledWith(
+        '/api/user/access_tokens/7',
+        expect.objectContaining({
+          headers: { 'X-Security-Proof': 'one-use-proof-1' },
+          singleUseAuthorization: true,
+        })
+      )
+    )
+    expect(verifyCalls()).toEqual([
+      expect.objectContaining({
+        scope: 'access_token.revoke',
+        context: { token_id: 7 },
+      }),
+    ])
+    expect(await screen.findByText('Access token revoked')).toBeVisible()
+  })
+
+  it('does not revoke when identity verification is cancelled', async () => {
+    list = { items: [tokenItem({ id: 7 })], legacy: null }
+    renderCard()
+    const user = userEvent.setup()
+    await openRevoke(user)
+    await screen.findByLabelText('Password', { selector: 'input' })
+    await user.click(screen.getByRole('button', { name: 'Cancel' }))
+    await waitFor(() =>
+      expect(
+        screen.queryByLabelText('Password', { selector: 'input' })
+      ).not.toBeInTheDocument()
+    )
+    expect(api.delete).not.toHaveBeenCalled()
+    expect(verifyCalls()).toHaveLength(0)
+    expect(screen.getByText('deploy script')).toBeVisible()
+  })
+
+  it('revokes the legacy token with a proof bound to the legacy token', async () => {
+    list = {
+      items: [],
+      legacy: {
+        token_hint: 'Zz99',
+        token_ref: 'b'.repeat(64),
+        created_at: NOW - 3600,
+        last_used_at: NOW - 60,
+        last_used_ip: '203.0.113.9',
+        retire_at: NOW + 10 * 24 * 60 * 60,
+      },
+    }
+    renderCard()
+    const user = userEvent.setup()
+    await user.click(await screen.findByRole('button', { name: 'Revoke' }))
+    await user.click(
+      within(await screen.findByRole('alertdialog')).getByRole('button', {
+        name: 'Revoke',
+      })
+    )
+    await verifyPassword(user)
+    await waitFor(() =>
+      expect(api.delete).toHaveBeenCalledWith(
+        '/api/user/access_tokens/legacy',
+        expect.objectContaining({
+          headers: { 'X-Security-Proof': 'one-use-proof-1' },
+          singleUseAuthorization: true,
+        })
+      )
+    )
+    expect(verifyCalls()).toEqual([
+      expect.objectContaining({
+        scope: 'access_token.revoke',
+        context: { legacy: true },
+      }),
+    ])
+  })
+
+  it('aborts a revocation when the active account changes', async () => {
+    list = { items: [tokenItem({ id: 7 })], legacy: null }
+    let complete!: (value: { data: { success: boolean; data: null } }) => void
+    const pending = new Promise<{ data: { success: boolean; data: null } }>(
+      (resolve) => {
+        complete = resolve
+      }
+    )
+    let signal: { readonly aborted: boolean } | undefined
+    vi.mocked(api.delete).mockImplementation(async (_url, config) => {
+      signal = config?.signal
+      return pending
+    })
+    renderCard()
+    const user = userEvent.setup()
+    await openRevoke(user)
+    await verifyPassword(user)
+    await waitFor(() => expect(signal).toBeDefined())
+    await act(async () => {
+      useAuthStore
+        .getState()
+        .auth.setUser({ id: 2, username: 'other-user', role: 100 })
+    })
+    expect(signal?.aborted).toBe(true)
+    await act(async () => {
+      complete({ data: { success: true, data: null } })
+      await pending
+    })
+    expect(screen.queryByText('Access token revoked')).not.toBeInTheDocument()
+  })
+
+  it('renames a token without identity verification and blocks a second save while it runs', async () => {
+    list = { items: [tokenItem({ id: 7 })], legacy: null }
+    let complete!: () => void
+    const saved = new Promise<{
+      data: { success: boolean; data: AccessTokenItem }
+    }>((resolve) => {
+      complete = () =>
+        resolve({
+          data: { success: true, data: tokenItem({ id: 7, name: 'renamed' }) },
+        })
+    })
+    const patch = vi.spyOn(api, 'patch').mockReturnValue(saved)
+    renderCard()
+    const user = userEvent.setup()
+    const dialog = await openEdit(user)
+    const input = within(dialog).getByLabelText('Token name')
+    expect(input).toHaveValue('deploy script')
+    await user.clear(input)
+    await user.type(input, '  renamed  ')
+    const save = within(dialog).getByRole('button', { name: 'Save' })
+    await user.click(save)
+    await waitFor(() =>
+      expect(patch).toHaveBeenCalledWith(
+        '/api/user/access_tokens/7',
+        { name: 'renamed' },
+        expect.anything()
+      )
+    )
+    await waitFor(() => expect(save).toBeDisabled())
+    expect(verifyCalls()).toHaveLength(0)
+    complete()
+    expect(await screen.findByText('Saved successfully')).toBeVisible()
+    expect(patch).toHaveBeenCalledTimes(1)
+    await waitFor(() =>
+      expect(
+        screen.queryByRole('dialog', { name: 'Edit access token' })
+      ).not.toBeInTheDocument()
+    )
+  })
+
+  it('saves a permission change with a proof bound to the token and the new grant', async () => {
+    list = { items: [tokenItem({ id: 7 })], legacy: null }
+    const scopes = ['tokens:read', 'tokens:write']
+    const patch = mockPatch(tokenItem({ id: 7, scopes }))
+    renderCard()
+    const user = userEvent.setup()
+    const dialog = await openEdit(user)
+    expect(
+      within(dialog).getByText(
+        'Saving permission changes requires security verification'
+      )
+    ).toBeVisible()
+    expect(permission(dialog, 'View')).toHaveAttribute('aria-pressed', 'true')
+    await user.click(permission(dialog, 'Edit'))
+    await user.click(within(dialog).getByRole('button', { name: 'Save' }))
+    await verifyPassword(user)
+    await waitFor(() =>
+      expect(patch).toHaveBeenCalledWith(
+        '/api/user/access_tokens/7',
+        { name: 'deploy script', scopes },
+        expect.objectContaining({
+          headers: { 'X-Security-Proof': 'one-use-proof-1' },
+          singleUseAuthorization: true,
+        })
+      )
+    )
+    expect(verifyCalls()).toEqual([
+      expect.objectContaining({
+        scope: 'access_token.update',
+        context: { token_id: 7, scopes },
+      }),
+    ])
+    expect(await screen.findByText('Saved successfully')).toBeVisible()
+    await waitFor(() =>
+      expect(
+        screen.queryByRole('dialog', { name: 'Edit access token' })
+      ).not.toBeInTheDocument()
+    )
+  })
+
+  it('keeps the edited permissions and saves nothing when verification is cancelled', async () => {
+    list = { items: [tokenItem({ id: 7 })], legacy: null }
+    const patch = mockPatch(tokenItem({ id: 7 }))
+    renderCard()
+    const user = userEvent.setup()
+    const dialog = await openEdit(user)
+    await user.click(permission(dialog, 'Edit'))
+    await user.click(within(dialog).getByRole('button', { name: 'Save' }))
+    await screen.findByLabelText('Password', { selector: 'input' })
+    await user.click(screen.getByRole('button', { name: 'Cancel' }))
+    const restored = await screen.findByRole('dialog', {
+      name: 'Edit access token',
+    })
+    expect(permission(restored, 'Edit')).toHaveAttribute('aria-pressed', 'true')
+    expect(patch).not.toHaveBeenCalled()
+    expect(verifyCalls()).toHaveLength(0)
+  })
+
+  it('keeps permissions the catalog no longer offers on a rename and leaves them out of a new grant', async () => {
+    list = {
+      items: [tokenItem({ id: 7, scopes: ['retired:write'] })],
+      legacy: null,
+    }
+    const patch = mockPatch(tokenItem({ id: 7, name: 'renamed' }))
+    renderCard()
+    const user = userEvent.setup()
+    const dialog = await openEdit(user)
+    expect(permission(dialog, 'View')).toHaveAttribute('aria-pressed', 'false')
+    const input = within(dialog).getByLabelText('Token name')
+    await user.clear(input)
+    await user.type(input, 'renamed')
+    list = {
+      items: [tokenItem({ id: 7, name: 'renamed', scopes: ['retired:write'] })],
+      legacy: null,
+    }
+    await user.click(within(dialog).getByRole('button', { name: 'Save' }))
+    await waitFor(() =>
+      expect(patch).toHaveBeenCalledWith(
+        '/api/user/access_tokens/7',
+        { name: 'renamed' },
+        expect.anything()
+      )
+    )
+    expect(verifyCalls()).toHaveLength(0)
+
+    expect(await screen.findByText('renamed')).toBeVisible()
+    const regrant = await openEdit(user)
+    await user.click(permission(regrant, 'View'))
+    await user.click(within(regrant).getByRole('button', { name: 'Save' }))
+    await verifyPassword(user)
+    await waitFor(() =>
+      expect(patch).toHaveBeenLastCalledWith(
+        '/api/user/access_tokens/7',
+        { name: 'renamed', scopes: ['tokens:read'] },
+        expect.objectContaining({ singleUseAuthorization: true })
+      )
+    )
+    expect(verifyCalls()).toEqual([
+      expect.objectContaining({
+        scope: 'access_token.update',
+        context: { token_id: 7, scopes: ['tokens:read'] },
+      }),
+    ])
+  })
+
+  it('does not save a change that removes every permission', async () => {
+    list = { items: [tokenItem({ id: 7 })], legacy: null }
+    const patch = mockPatch(tokenItem({ id: 7 }))
+    renderCard()
+    const user = userEvent.setup()
+    const dialog = await openEdit(user)
+    await user.click(permission(dialog, 'View'))
+    await user.click(within(dialog).getByRole('button', { name: 'Save' }))
+    expect(
+      await within(dialog).findByText('Select at least one permission')
+    ).toBeVisible()
+    expect(patch).not.toHaveBeenCalled()
+    expect(verifyCalls()).toHaveLength(0)
+  })
+
+  it('opens access records for every token or for one token', async () => {
+    list = {
+      items: [tokenItem({ id: 7, token_ref: 'c'.repeat(64) })],
+      legacy: null,
+    }
+    renderCard()
+    const user = userEvent.setup()
+    const trigger = await screen.findByRole('button', {
+      name: 'Access records',
+    })
+    trigger.focus()
+    await user.keyboard('{Enter}')
+    const sheet = await screen.findByRole('dialog', { name: 'Access records' })
+    expect(sheet).toHaveClass('w-full', 'sm:max-w-5xl')
+    await waitFor(() =>
+      expect(api.get).toHaveBeenCalledWith('/api/audit/self', {
+        params: expect.objectContaining({ category: 'access_token' }),
+      })
+    )
+    expect(api.get).not.toHaveBeenCalledWith('/api/audit/self', {
+      params: expect.objectContaining({ token_ref: expect.anything() }),
+    })
+    expect(api.get).not.toHaveBeenCalledWith('/api/audit', expect.anything())
+    await user.keyboard('{Escape}')
+    await waitFor(() =>
+      expect(screen.queryByRole('dialog')).not.toBeInTheDocument()
+    )
+    expect(trigger).toHaveFocus()
+
+    await user.click(screen.getByRole('button', { name: 'Open menu' }))
+    await user.click(
+      await screen.findByRole('menuitem', { name: 'Access records' })
+    )
+    const tokenSheet = await screen.findByRole('dialog', {
+      name: 'Access records',
+    })
+    expect(
+      within(tokenSheet).getByRole('combobox', { name: 'Token scope' })
+    ).toHaveValue('Current token')
+    await waitFor(() =>
+      expect(api.get).toHaveBeenLastCalledWith('/api/audit/self', {
+        params: expect.objectContaining({
+          category: 'access_token',
+          token_ref: 'c'.repeat(64),
+        }),
+      })
+    )
+  })
+})
diff --git a/web/src/features/security/components/__tests__/login-session-item.test.tsx b/web/src/features/security/components/__tests__/login-session-item.test.tsx
new file mode 100644
index 0000000..5896c9f
--- /dev/null
+++ b/web/src/features/security/components/__tests__/login-session-item.test.tsx
@@ -0,0 +1,64 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { act, render, screen } from '@testing-library/react'
+import i18next from 'i18next'
+import { afterEach, expect, test } from 'vitest'
+
+import type { LoginSession } from '@/stores/auth-store'
+
+import { LoginSessionItem } from '../login-session-item'
+
+const TWO_HOURS_AGO = Math.floor(Date.now() / 1000) - 2 * 60 * 60
+
+const session: LoginSession = {
+  sid: 's1',
+  current: false,
+  login_method: 'password',
+  ip: '1.1.1.1',
+  user_agent:
+    'Mozilla/5.0 (Macintosh; Intel Mac OS X 14_5) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/17.5 Safari/605.1.15',
+  created_at: TWO_HOURS_AGO,
+  last_active_at: TWO_HOURS_AGO,
+  expires_at: TWO_HOURS_AGO + 86_400,
+}
+
+async function setInterfaceLanguage(language: string) {
+  if (!i18next.hasResourceBundle(language, 'translation')) {
+    i18next.addResourceBundle(language, 'translation', {})
+  }
+  await act(() => i18next.changeLanguage(language))
+}
+
+afterEach(async () => {
+  await act(() => i18next.changeLanguage('en'))
+})
+
+test('renders last-active relative time in zhCN and fr instead of English ago', async () => {
+  await setInterfaceLanguage('zhCN')
+  const { rerender } = render(
+    <LoginSessionItem session={session} onRevoke={() => undefined} />
+  )
+  const chinese = screen.getByText(/小时/).textContent ?? ''
+  expect(chinese).not.toMatch(/ago/i)
+
+  await setInterfaceLanguage('fr')
+  rerender(<LoginSessionItem session={session} onRevoke={() => undefined} />)
+  const french = screen.getByText(/heure/).textContent ?? ''
+  expect(french).not.toMatch(/ago/i)
+})
diff --git a/web/src/features/security/components/access-token-card.tsx b/web/src/features/security/components/access-token-card.tsx
deleted file mode 100644
index 6bf1e85..0000000
--- a/web/src/features/security/components/access-token-card.tsx
+++ /dev/null
@@ -1,221 +0,0 @@
-/*
-Copyright (C) 2023-2026 QuantumNous
-
-This program is free software: you can redistribute it and/or modify
-it under the terms of the GNU Affero General Public License as
-published by the Free Software Foundation, either version 3 of the
-License, or (at your option) any later version.
-
-This program is distributed in the hope that it will be useful,
-but WITHOUT ANY WARRANTY; without even the implied warranty of
-MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
-GNU Affero General Public License for more details.
-
-You should have received a copy of the GNU Affero General Public License
-along with this program. If not, see <https://www.gnu.org/licenses/>.
-
-For commercial licensing, please contact support@quantumnous.com
-*/
-import { useState } from 'react'
-import { useTranslation } from 'react-i18next'
-
-import { ConfirmDialog } from '@/components/confirm-dialog'
-import { Button } from '@/components/ui/button'
-import { Card } from '@/components/ui/card'
-import {
-  Sheet,
-  SheetClose,
-  SheetContent,
-  SheetDescription,
-  SheetHeader,
-  SheetTitle,
-} from '@/components/ui/sheet'
-import { SecureVerificationDialog } from '@/features/auth/secure-verification'
-import { AuditLogViewer } from '@/features/usage-logs/audit/components/audit-log-viewer'
-import dayjs from '@/lib/dayjs'
-
-import { useAccessToken } from '../hooks/use-access-token'
-import { AccessTokenDialog } from './dialogs/access-token-dialog'
-
-export function AccessTokenCard() {
-  const { t } = useTranslation()
-  const access = useAccessToken()
-  const [confirmation, setConfirmation] = useState<'rotate' | 'revoke' | null>(
-    null
-  )
-  const [historyOpen, setHistoryOpen] = useState(false)
-  const pending = access.pending
-  const status = access.status.data
-  const ready = !access.status.isError && !access.status.isPending && !!status
-  let lastUsed = t('Unknown')
-  if (status?.last_used_at) {
-    lastUsed = dayjs.unix(status.last_used_at).format('YYYY-MM-DD HH:mm:ss')
-  } else if (status?.created_at) lastUsed = t('Not used yet')
-  const confirm = () => {
-    if (pending || !confirmation) return
-    const operation = confirmation
-    setConfirmation(null)
-    if (operation === 'revoke') void access.revoke()
-    else void access.generate()
-  }
-  return (
-    <>
-      <Card data-card-hover='false' className='gap-3 p-3 sm:p-4'>
-        <div className='flex flex-wrap items-center justify-between gap-2'>
-          <h4 className='text-sm font-semibold'>{t('Access Token')}</h4>
-          <Button
-            size='sm'
-            variant='outline'
-            onClick={() => setHistoryOpen(true)}
-          >
-            {t('Access records')}
-          </Button>
-        </div>
-        {access.status.isPending && (
-          <p role='status' className='text-muted-foreground text-xs'>
-            {t('Loading...')}
-          </p>
-        )}
-        {access.status.isError && (
-          <div role='alert' className='flex flex-wrap items-center gap-2'>
-            <span className='text-destructive text-sm'>
-              {t('Failed to load token status')}
-            </span>
-            <Button
-              size='sm'
-              variant='outline'
-              disabled={access.status.isFetching}
-              onClick={() => void access.status.refetch()}
-            >
-              {t('Retry')}
-            </Button>
-          </div>
-        )}
-        {ready && (
-          <>
-            <dl className='grid grid-cols-2 gap-x-4 gap-y-2 text-xs sm:grid-cols-4'>
-              <div>
-                <dt className='text-muted-foreground'>{t('Status')}</dt>
-                <dd className='mt-1 font-medium'>
-                  {status.exists ? t('Generated') : t('Not generated')}
-                </dd>
-              </div>
-              {status.exists && (
-                <>
-                  <div>
-                    <dt className='text-muted-foreground'>{t('Created At')}</dt>
-                    <dd className='mt-1'>
-                      {status.created_at
-                        ? dayjs
-                            .unix(status.created_at)
-                            .format('YYYY-MM-DD HH:mm:ss')
-                        : t('Unknown')}
-                    </dd>
-                  </div>
-                  <div>
-                    <dt className='text-muted-foreground'>{t('Last used')}</dt>
-                    <dd className='mt-1'>{lastUsed}</dd>
-                  </div>
-                  <div>
-                    <dt className='text-muted-foreground'>
-                      {t('Last used IP')}
-                    </dt>
-                    <dd className='mt-1 break-all'>
-                      {status.last_used_ip || '—'}
-                    </dd>
-                  </div>
-                </>
-              )}
-            </dl>
-            <div className='flex flex-wrap justify-end gap-2'>
-              {status.exists ? (
-                <>
-                  <Button
-                    size='sm'
-                    variant='outline'
-                    disabled={pending}
-                    onClick={() => setConfirmation('rotate')}
-                  >
-                    {t('Regenerate')}
-                  </Button>
-                  <Button
-                    size='sm'
-                    variant='destructive'
-                    disabled={pending}
-                    onClick={() => setConfirmation('revoke')}
-                  >
-                    {t('Revoke')}
-                  </Button>
-                </>
-              ) : (
-                <Button
-                  size='sm'
-                  disabled={pending}
-                  onClick={() => void access.generate()}
-                >
-                  {t('Generate')}
-                </Button>
-              )}
-            </div>
-          </>
-        )}
-      </Card>
-      {access.token && (
-        <AccessTokenDialog token={access.token} onClose={access.clearToken} />
-      )}
-      <SecureVerificationDialog {...access.verificationDialogProps} />
-      <ConfirmDialog
-        open={confirmation !== null}
-        onOpenChange={(open) => {
-          if (!open && !pending) setConfirmation(null)
-        }}
-        title={
-          confirmation === 'revoke'
-            ? t('Revoke access token?')
-            : t('Regenerate access token?')
-        }
-        desc={t(
-          'This will immediately invalidate your existing access token. Any applications or scripts using it will stop working.'
-        )}
-        confirmText={
-          confirmation === 'revoke' ? t('Revoke') : t('Regenerate token')
-        }
-        destructive
-        isLoading={pending}
-        handleConfirm={() => void confirm()}
-      />
-      <Sheet open={historyOpen} onOpenChange={setHistoryOpen}>
-        <SheetContent className='w-full sm:max-w-5xl' showCloseButton={false}>
-          <SheetHeader className='border-b pr-20'>
-            <SheetTitle>{t('Access records')}</SheetTitle>
-            <SheetDescription>
-              {t(
-                'Audit records start after this feature was enabled. Earlier records remain in Common Logs.'
-              )}
-            </SheetDescription>
-          </SheetHeader>
-          <SheetClose
-            render={
-              <Button
-                size='sm'
-                variant='ghost'
-                className='absolute top-3 right-3'
-              />
-            }
-          >
-            {t('Close')}
-          </SheetClose>
-          <div className='min-h-0 flex-1 px-4 pb-4'>
-            {historyOpen && (
-              <AuditLogViewer
-                scope='self'
-                accessOnly
-                currentTokenRef={ready ? status.token_ref : undefined}
-              />
-            )}
-          </div>
-        </SheetContent>
-      </Sheet>
-    </>
-  )
-}
diff --git a/web/src/features/security/components/access-token-item.tsx b/web/src/features/security/components/access-token-item.tsx
new file mode 100644
index 0000000..83ffa34
--- /dev/null
+++ b/web/src/features/security/components/access-token-item.tsx
@@ -0,0 +1,136 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { History, Pencil, Trash2 } from 'lucide-react'
+import { useTranslation } from 'react-i18next'
+
+import { DataTableRowActionMenu } from '@/components/data-table/core/row-action-menu'
+import { Badge } from '@/components/ui/badge'
+import {
+  DropdownMenuItem,
+  DropdownMenuSeparator,
+  DropdownMenuShortcut,
+} from '@/components/ui/dropdown-menu'
+
+import type { AccessTokenItem as AccessToken } from '../api'
+
+const VISIBLE_RESOURCE_BADGES = 3
+
+interface AccessTokenItemProps {
+  token: AccessToken
+  /** Label keys of the catalog resources, keyed by resource. */
+  resourceLabels: ReadonlyMap<string, string>
+  formatTime: (seconds: number) => string
+  now: number
+  disabled: boolean
+  /** False while the permission catalog needed for editing is unavailable. */
+  canEdit: boolean
+  onEdit: (token: AccessToken) => void
+  onShowRecords: (token: AccessToken) => void
+  onRevoke: (token: AccessToken) => void
+}
+
+export function AccessTokenItem(props: AccessTokenItemProps) {
+  const { t } = useTranslation()
+  const token = props.token
+  const resources = [
+    ...new Set(token.scopes.map((scope) => scope.split(':', 1)[0])),
+  ]
+  // Resources the catalog no longer offers are only counted, never shown by key.
+  const labels = resources.flatMap((resource) => {
+    const label = props.resourceLabels.get(resource)
+    return label ? [t(label)] : []
+  })
+  const hiddenCount =
+    resources.length - Math.min(labels.length, VISIBLE_RESOURCE_BADGES)
+  let expiry = (
+    <span>
+      {t('Expires {{time}}', { time: props.formatTime(token.expires_at) })}
+    </span>
+  )
+  if (token.expires_at === 0) {
+    expiry = <span className='text-warning'>{t('Never expires')}</span>
+  } else if (token.expires_at * 1000 <= props.now) {
+    expiry = <span className='text-destructive'>{t('Expired')}</span>
+  }
+  let lastUsed = t('Never used')
+  if (token.last_used_at) {
+    lastUsed = t('Last used {{time}}', {
+      time: props.formatTime(token.last_used_at),
+    })
+    if (token.last_used_ip) lastUsed += ` · ${token.last_used_ip}`
+  }
+
+  return (
+    <div className='flex items-start gap-3 py-3'>
+      <div className='min-w-0 flex-1 space-y-1.5'>
+        <div className='flex flex-wrap items-center gap-x-2 gap-y-1'>
+          <p className='font-medium break-all'>{token.name}</p>
+          <code className='text-muted-foreground text-xs'>
+            nap_…{token.token_hint}
+          </code>
+        </div>
+        <div className='flex flex-wrap gap-1'>
+          {labels.slice(0, VISIBLE_RESOURCE_BADGES).map((label) => (
+            <Badge key={label} variant='secondary'>
+              {label}
+            </Badge>
+          ))}
+          {hiddenCount > 0 && <Badge variant='outline'>+{hiddenCount}</Badge>}
+        </div>
+        <p className='text-muted-foreground flex flex-wrap gap-x-3 gap-y-1 text-xs'>
+          <span>
+            {t('Created {{time}}', {
+              time: props.formatTime(token.created_at),
+            })}
+          </span>
+          {expiry}
+          <span className='break-all'>{lastUsed}</span>
+        </p>
+      </div>
+      <DataTableRowActionMenu ariaLabel={t('Open menu')}>
+        <DropdownMenuItem
+          disabled={props.disabled || !props.canEdit}
+          onClick={() => props.onEdit(token)}
+        >
+          {t('Edit')}
+          <DropdownMenuShortcut>
+            <Pencil size={16} />
+          </DropdownMenuShortcut>
+        </DropdownMenuItem>
+        <DropdownMenuItem onClick={() => props.onShowRecords(token)}>
+          {t('Access records')}
+          <DropdownMenuShortcut>
+            <History size={16} />
+          </DropdownMenuShortcut>
+        </DropdownMenuItem>
+        <DropdownMenuSeparator />
+        <DropdownMenuItem
+          disabled={props.disabled}
+          className='text-destructive focus:text-destructive'
+          onClick={() => props.onRevoke(token)}
+        >
+          {t('Revoke')}
+          <DropdownMenuShortcut>
+            <Trash2 size={16} />
+          </DropdownMenuShortcut>
+        </DropdownMenuItem>
+      </DataTableRowActionMenu>
+    </div>
+  )
+}
diff --git a/web/src/features/security/components/access-tokens-card.tsx b/web/src/features/security/components/access-tokens-card.tsx
new file mode 100644
index 0000000..1af76f5
--- /dev/null
+++ b/web/src/features/security/components/access-tokens-card.tsx
@@ -0,0 +1,324 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { KeyRound, Plus } from 'lucide-react'
+import { useMemo, useState, type ReactNode } from 'react'
+import { useTranslation } from 'react-i18next'
+
+import { ConfirmDialog } from '@/components/confirm-dialog'
+import { EmptyState } from '@/components/empty-state'
+import { ErrorState } from '@/components/error-state'
+import { LoadingState } from '@/components/loading-state'
+import { Badge } from '@/components/ui/badge'
+import { Button } from '@/components/ui/button'
+import {
+  Card,
+  CardAction,
+  CardContent,
+  CardDescription,
+  CardHeader,
+  CardTitle,
+} from '@/components/ui/card'
+import { Separator } from '@/components/ui/separator'
+import {
+  Sheet,
+  SheetClose,
+  SheetContent,
+  SheetDescription,
+  SheetHeader,
+  SheetTitle,
+} from '@/components/ui/sheet'
+import { SecureVerificationDialog } from '@/features/auth/secure-verification'
+import { AuditLogViewer } from '@/features/usage-logs/audit/components/audit-log-viewer'
+import { toIntlLocale } from '@/i18n/languages'
+
+import type { AccessTokenItem as AccessToken } from '../api'
+import { useAccessTokens } from '../hooks/use-access-tokens'
+import { AccessTokenItem } from './access-token-item'
+import { AccessTokenCreateDialog } from './dialogs/access-token-create-dialog'
+import { AccessTokenDialog } from './dialogs/access-token-dialog'
+import { AccessTokenEditDialog } from './dialogs/access-token-edit-dialog'
+
+export function AccessTokensCard() {
+  const { t, i18n } = useTranslation()
+  const access = useAccessTokens()
+  const locale = toIntlLocale(i18n.resolvedLanguage || i18n.language)
+  const timeFormat = useMemo(
+    () =>
+      new Intl.DateTimeFormat(locale, {
+        dateStyle: 'medium',
+        timeStyle: 'short',
+      }),
+    [locale]
+  )
+  const formatTime = (seconds: number) =>
+    timeFormat.format(new Date(seconds * 1000))
+  const [createOpen, setCreateOpen] = useState(false)
+  const [revokeTarget, setRevokeTarget] = useState<
+    AccessToken | 'legacy' | null
+  >(null)
+  const [editTarget, setEditTarget] = useState<AccessToken | null>(null)
+  // undefined shows every access record; a token ref opens the viewer on it.
+  const [records, setRecords] = useState<{ tokenRef?: string } | null>(null)
+  const catalog = access.catalog.data
+  const list = access.list.data
+  const resourceLabels = useMemo(
+    () =>
+      new Map(
+        catalog?.groups.flatMap((group) =>
+          group.resources.map(
+            (resource) => [resource.resource, resource.label_key] as const
+          )
+        ) ?? []
+      ),
+    [catalog]
+  )
+  const atLimit = !!list && !!catalog && list.items.length >= catalog.max_tokens
+  const now = Date.now()
+
+  const confirmRevoke = async () => {
+    const target = revokeTarget
+    if (access.pending || !target) return
+    setRevokeTarget(null)
+    if (target === 'legacy') await access.revokeLegacy()
+    else await access.revoke(target.id)
+  }
+
+  let content: ReactNode
+  if (access.list.isPending) {
+    content = (
+      <div role='status'>
+        <LoadingState size='sm' className='min-h-24' />
+      </div>
+    )
+  } else if (access.list.isError || !list) {
+    content = (
+      <div role='alert'>
+        <ErrorState
+          className='min-h-40'
+          title={t('Failed to load access tokens')}
+          onRetry={() => void access.list.refetch()}
+        />
+      </div>
+    )
+  } else {
+    const legacy = list.legacy
+    content = (
+      <div className='space-y-3'>
+        {legacy && (
+          <div className='space-y-2 rounded-md border p-3'>
+            <div className='flex flex-wrap items-center gap-2'>
+              <Badge variant='outline'>{t('Legacy token')}</Badge>
+              <code className='text-muted-foreground text-xs'>
+                …{legacy.token_hint}
+              </code>
+            </div>
+            <p className='text-muted-foreground flex flex-wrap gap-x-3 gap-y-1 text-xs'>
+              {legacy.created_at ? (
+                <span>
+                  {t('Created {{time}}', {
+                    time: formatTime(legacy.created_at),
+                  })}
+                </span>
+              ) : null}
+              <span>
+                {legacy.last_used_at
+                  ? t('Last used {{time}}', {
+                      time: formatTime(legacy.last_used_at),
+                    })
+                  : t('Never used')}
+              </span>
+            </p>
+            <div className='flex flex-wrap items-center justify-between gap-2'>
+              <p className='text-sm'>
+                {t(
+                  'The legacy token stops working on {{date}}. Create a new token to replace it.',
+                  { date: formatTime(legacy.retire_at) }
+                )}
+              </p>
+              <div className='flex flex-wrap gap-2'>
+                <Button
+                  size='sm'
+                  variant='outline'
+                  onClick={() => setRecords({ tokenRef: legacy.token_ref })}
+                >
+                  {t('Access records')}
+                </Button>
+                <Button
+                  size='sm'
+                  variant='destructive'
+                  disabled={access.pending}
+                  onClick={() => setRevokeTarget('legacy')}
+                >
+                  {t('Revoke')}
+                </Button>
+              </div>
+            </div>
+          </div>
+        )}
+        {list.items.length === 0 ? (
+          <EmptyState
+            icon={KeyRound}
+            className='min-h-40'
+            title={t('No access tokens')}
+          />
+        ) : (
+          <div className='flex flex-col'>
+            {list.items.map((token, index) => (
+              <div key={token.id}>
+                {index > 0 && <Separator />}
+                <AccessTokenItem
+                  token={token}
+                  resourceLabels={resourceLabels}
+                  formatTime={formatTime}
+                  now={now}
+                  disabled={access.pending}
+                  canEdit={!!catalog}
+                  onEdit={setEditTarget}
+                  onShowRecords={(target) =>
+                    setRecords({ tokenRef: target.token_ref })
+                  }
+                  onRevoke={setRevokeTarget}
+                />
+              </div>
+            ))}
+          </div>
+        )}
+      </div>
+    )
+  }
+
+  return (
+    <>
+      <Card data-card-hover='false'>
+        <CardHeader>
+          <CardTitle>{t('Access tokens')}</CardTitle>
+          <CardDescription>
+            {t(
+              'Use access tokens to call the dashboard API from scripts. Each token only has the permissions you select.'
+            )}
+          </CardDescription>
+          <CardAction className='flex flex-wrap justify-end gap-2'>
+            <Button size='sm' variant='outline' onClick={() => setRecords({})}>
+              {t('Access records')}
+            </Button>
+            <Button
+              size='sm'
+              disabled={!catalog || atLimit || access.pending}
+              onClick={() => setCreateOpen(true)}
+            >
+              <Plus data-icon='inline-start' />
+              {t('Create access token')}
+            </Button>
+          </CardAction>
+        </CardHeader>
+        <CardContent className='space-y-2'>
+          {atLimit && catalog && (
+            <p className='text-muted-foreground text-xs'>
+              {t('You can create up to {{count}} access tokens', {
+                count: catalog.max_tokens,
+              })}
+            </p>
+          )}
+          {content}
+        </CardContent>
+      </Card>
+      {catalog && (
+        <AccessTokenCreateDialog
+          open={createOpen}
+          hidden={access.showVerification}
+          catalog={catalog}
+          pending={access.pending}
+          onOpenChange={setCreateOpen}
+          onCreate={access.create}
+        />
+      )}
+      {catalog && editTarget && (
+        <AccessTokenEditDialog
+          key={editTarget.id}
+          token={editTarget}
+          hidden={access.showVerification}
+          catalog={catalog}
+          pending={access.updatePending}
+          onClose={() => setEditTarget(null)}
+          onSave={(input) => access.update(editTarget.id, input)}
+        />
+      )}
+      {access.createdToken && (
+        <AccessTokenDialog
+          token={access.createdToken}
+          onClose={access.clearCreatedToken}
+        />
+      )}
+      <SecureVerificationDialog {...access.verificationDialogProps} />
+      <ConfirmDialog
+        open={revokeTarget !== null}
+        onOpenChange={(open) => {
+          if (!open && !access.pending) setRevokeTarget(null)
+        }}
+        title={t('Revoke')}
+        desc={t(
+          'Revoke this access token? Scripts using it stop working immediately.'
+        )}
+        confirmText={t('Revoke')}
+        destructive
+        isLoading={access.pending}
+        handleConfirm={() => void confirmRevoke()}
+      />
+      <Sheet
+        open={records !== null}
+        onOpenChange={(open) => {
+          if (!open) setRecords(null)
+        }}
+      >
+        <SheetContent className='w-full sm:max-w-5xl' showCloseButton={false}>
+          <SheetHeader className='border-b pr-20'>
+            <SheetTitle>{t('Access records')}</SheetTitle>
+            <SheetDescription>
+              {t(
+                'Audit records start after this feature was enabled. Earlier records remain in Common Logs.'
+              )}
+            </SheetDescription>
+          </SheetHeader>
+          <SheetClose
+            render={
+              <Button
+                size='sm'
+                variant='ghost'
+                className='absolute top-3 right-3'
+              />
+            }
+          >
+            {t('Close')}
+          </SheetClose>
+          <div className='min-h-0 flex-1 px-4 pb-4'>
+            {records && (
+              <AuditLogViewer
+                key={records.tokenRef ?? 'all'}
+                scope='self'
+                accessOnly
+                currentTokenRef={records.tokenRef}
+                defaultTokenScope={records.tokenRef ? 'current' : undefined}
+              />
+            )}
+          </div>
+        </SheetContent>
+      </Sheet>
+    </>
+  )
+}
diff --git a/web/src/features/security/components/account-bindings.tsx b/web/src/features/security/components/account-bindings.tsx
index 0141fb8..456f22c 100644
--- a/web/src/features/security/components/account-bindings.tsx
+++ b/web/src/features/security/components/account-bindings.tsx
@@ -19,10 +19,14 @@ For commercial licensing, please contact support@quantumnous.com
 import { Mail, Shield, Send, Link2, Unlink } from 'lucide-react'
 import { useCallback, useEffect, useMemo, useState } from 'react'
 import { useTranslation } from 'react-i18next'
-import { SiGithub, SiWechat, SiLinux } from 'react-icons/si'
 import { toast } from 'sonner'
 
-import { IconDiscord } from '@/assets/brand-icons'
+import {
+  IconGithub,
+  IconWeChat,
+  IconLinuxDo,
+  IconDiscord,
+} from '@/assets/brand-icons'
 import { ConfirmDialog } from '@/components/confirm-dialog'
 import { StatusBadge } from '@/components/status-badge'
 import { Button } from '@/components/ui/button'
@@ -238,7 +242,7 @@ export function AccountBindings({ profile, onUpdate }: AccountBindingsProps) {
     {
       id: 'wechat',
       label: t('WeChat'),
-      icon: SiWechat as React.ComponentType<{ className?: string }>,
+      icon: IconWeChat,
       value: undefined,
       isBound: Boolean(
         (profile as unknown as Record<string, unknown>).wechat_id
@@ -249,7 +253,7 @@ export function AccountBindings({ profile, onUpdate }: AccountBindingsProps) {
     {
       id: 'github',
       label: t('GitHub'),
-      icon: SiGithub,
+      icon: IconGithub,
       value: (profile as unknown as Record<string, unknown>).github_id as
         | string
         | undefined,
@@ -299,7 +303,7 @@ export function AccountBindings({ profile, onUpdate }: AccountBindingsProps) {
     {
       id: 'linuxdo',
       label: t('LinuxDO'),
-      icon: SiLinux as React.ComponentType<{ className?: string }>,
+      icon: IconLinuxDo,
       value: (profile as unknown as Record<string, unknown>).linux_do_id as
         | string
         | undefined,
diff --git a/web/src/features/security/components/dialogs/access-token-create-dialog.tsx b/web/src/features/security/components/dialogs/access-token-create-dialog.tsx
new file mode 100644
index 0000000..f170352
--- /dev/null
+++ b/web/src/features/security/components/dialogs/access-token-create-dialog.tsx
@@ -0,0 +1,207 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { zodResolver } from '@hookform/resolvers/zod'
+import { useForm } from 'react-hook-form'
+import { useTranslation } from 'react-i18next'
+
+import { DateTimePicker } from '@/components/datetime-picker'
+import { Dialog } from '@/components/dialog'
+import { PermissionMatrix } from '@/components/permission-matrix'
+import { Button } from '@/components/ui/button'
+import {
+  Form,
+  FormControl,
+  FormField,
+  FormItem,
+  FormLabel,
+  FormMessage,
+} from '@/components/ui/form'
+import { Input } from '@/components/ui/input'
+import { ToggleGroup, ToggleGroupItem } from '@/components/ui/toggle-group'
+import { permissionMatrixToScopes } from '@/lib/admin-permissions'
+
+import type { AccessTokenCatalog, AccessTokenInput } from '../../api'
+import { accessTokenPermissionGroups } from '../../lib/access-token-catalog'
+import {
+  ACCESS_TOKEN_EXPIRY_OPTIONS,
+  accessTokenFormSchema,
+  defaultAccessTokenFormValues,
+  resolveAccessTokenExpiry,
+  type AccessTokenExpiryPreset,
+  type AccessTokenFormValues,
+} from '../../lib/access-token-schema'
+
+type AccessTokenCreateDialogProps = {
+  open: boolean
+  // Hides the dialog while security verification is showing, keeping the form.
+  hidden: boolean
+  catalog: AccessTokenCatalog
+  pending: boolean
+  onOpenChange: (open: boolean) => void
+  onCreate: (input: AccessTokenInput) => Promise<boolean>
+}
+
+export function AccessTokenCreateDialog(props: AccessTokenCreateDialogProps) {
+  const { t } = useTranslation()
+  const form = useForm<AccessTokenFormValues>({
+    resolver: zodResolver(accessTokenFormSchema),
+    defaultValues: defaultAccessTokenFormValues,
+  })
+  const expiry = form.watch('expiry')
+  const groups = accessTokenPermissionGroups(props.catalog)
+
+  const close = () => {
+    if (props.pending) return
+    form.reset(defaultAccessTokenFormValues)
+    props.onOpenChange(false)
+  }
+  const submit = async (values: AccessTokenFormValues) => {
+    const created = await props.onCreate({
+      name: values.name.trim(),
+      scopes: permissionMatrixToScopes(values.permissions),
+      expires_at: resolveAccessTokenExpiry(values, Date.now()),
+    })
+    if (!created) return
+    form.reset(defaultAccessTokenFormValues)
+    props.onOpenChange(false)
+  }
+
+  return (
+    <Dialog
+      open={props.open && !props.hidden}
+      onOpenChange={(open) => {
+        if (!open) close()
+      }}
+      title={t('Create access token')}
+      contentClassName='sm:max-w-2xl'
+      contentHeight='auto'
+      footer={
+        <>
+          <Button
+            type='button'
+            variant='outline'
+            disabled={props.pending}
+            onClick={close}
+          >
+            {t('Cancel')}
+          </Button>
+          <Button
+            type='submit'
+            form='access-token-create-form'
+            disabled={props.pending}
+          >
+            {t('Create access token')}
+          </Button>
+        </>
+      }
+    >
+      <Form {...form}>
+        <form
+          id='access-token-create-form'
+          className='space-y-5 py-2'
+          onSubmit={form.handleSubmit(submit)}
+        >
+          <FormField
+            control={form.control}
+            name='name'
+            render={({ field }) => (
+              <FormItem>
+                <FormLabel>{t('Token name')}</FormLabel>
+                <FormControl>
+                  <Input {...field} autoComplete='off' />
+                </FormControl>
+                <FormMessage />
+              </FormItem>
+            )}
+          />
+          <FormField
+            control={form.control}
+            name='expiry'
+            render={({ field }) => (
+              <FormItem>
+                <FormLabel>{t('Expiration')}</FormLabel>
+                <ToggleGroup
+                  value={[field.value]}
+                  onValueChange={(values) => {
+                    const next = values.find((value) => value !== field.value)
+                    if (next) field.onChange(next as AccessTokenExpiryPreset)
+                  }}
+                  aria-label={t('Expiration')}
+                  variant='outline'
+                  spacing={2}
+                  className='grid w-full grid-cols-3 gap-2 sm:grid-cols-6'
+                >
+                  {ACCESS_TOKEN_EXPIRY_OPTIONS.map((option) => (
+                    <ToggleGroupItem
+                      key={option.value}
+                      value={option.value}
+                      className='w-full'
+                    >
+                      {t(option.labelKey)}
+                    </ToggleGroupItem>
+                  ))}
+                </ToggleGroup>
+                {expiry === 'never' && (
+                  <p className='text-warning text-xs'>
+                    {t(
+                      'A token that never expires stays valid until you revoke it. Set an expiration date when possible.'
+                    )}
+                  </p>
+                )}
+              </FormItem>
+            )}
+          />
+          {expiry === 'custom' && (
+            <FormField
+              control={form.control}
+              name='customExpiresAt'
+              render={({ field }) => (
+                <FormItem>
+                  <FormControl>
+                    <DateTimePicker
+                      value={field.value}
+                      onChange={field.onChange}
+                    />
+                  </FormControl>
+                  <FormMessage />
+                </FormItem>
+              )}
+            />
+          )}
+          <FormField
+            control={form.control}
+            name='permissions'
+            render={({ field }) => (
+              <FormItem>
+                <FormLabel>{t('Permissions')}</FormLabel>
+                <PermissionMatrix
+                  groups={groups}
+                  value={field.value}
+                  disabled={props.pending}
+                  onChange={field.onChange}
+                />
+                <FormMessage />
+              </FormItem>
+            )}
+          />
+        </form>
+      </Form>
+    </Dialog>
+  )
+}
diff --git a/web/src/features/security/components/dialogs/access-token-dialog.tsx b/web/src/features/security/components/dialogs/access-token-dialog.tsx
index bc2a2fc..34ab174 100644
--- a/web/src/features/security/components/dialogs/access-token-dialog.tsx
+++ b/web/src/features/security/components/dialogs/access-token-dialog.tsx
@@ -35,10 +35,8 @@ export function AccessTokenDialog(props: {
       onOpenChange={(open) => {
         if (!open) props.onClose()
       }}
-      title={t('Access Token')}
-      description={t(
-        "Save this token now. You won't be able to view it again after closing this dialog."
-      )}
+      title={t('Access tokens')}
+      description={t('Copy this token now. It will not be shown again.')}
       contentClassName='sm:max-w-md'
       contentHeight='auto'
       footer={<Button onClick={props.onClose}>{t('Close')}</Button>}
diff --git a/web/src/features/security/components/dialogs/access-token-edit-dialog.tsx b/web/src/features/security/components/dialogs/access-token-edit-dialog.tsx
new file mode 100644
index 0000000..c83753b
--- /dev/null
+++ b/web/src/features/security/components/dialogs/access-token-edit-dialog.tsx
@@ -0,0 +1,176 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { zodResolver } from '@hookform/resolvers/zod'
+import { useForm } from 'react-hook-form'
+import { useTranslation } from 'react-i18next'
+
+import { Dialog } from '@/components/dialog'
+import { PermissionMatrix } from '@/components/permission-matrix'
+import { Button } from '@/components/ui/button'
+import {
+  Form,
+  FormControl,
+  FormField,
+  FormItem,
+  FormLabel,
+  FormMessage,
+} from '@/components/ui/form'
+import { Input } from '@/components/ui/input'
+import {
+  permissionMatrixToScopes,
+  scopesToPermissionMatrix,
+} from '@/lib/admin-permissions'
+
+import type {
+  AccessTokenCatalog,
+  AccessTokenItem,
+  AccessTokenUpdate,
+} from '../../api'
+import { accessTokenPermissionGroups } from '../../lib/access-token-catalog'
+import {
+  accessTokenEditFormSchema,
+  type AccessTokenEditFormValues,
+} from '../../lib/access-token-schema'
+
+type AccessTokenEditDialogProps = {
+  token: AccessTokenItem
+  // Hides the dialog while security verification is showing, keeping the form.
+  hidden: boolean
+  catalog: AccessTokenCatalog
+  pending: boolean
+  onClose: () => void
+  onSave: (input: AccessTokenUpdate) => Promise<boolean>
+}
+
+export function AccessTokenEditDialog(props: AccessTokenEditDialogProps) {
+  const { t } = useTranslation()
+  const groups = accessTokenPermissionGroups(props.catalog)
+  // Only scopes the catalog still offers are editable. Saving with the
+  // permissions untouched renames the token and keeps its stored grant.
+  const offered = new Set(
+    groups.flatMap((group) =>
+      group.resources.flatMap((resource) =>
+        resource.actions.map(
+          (option) => `${resource.resource}:${option.action}`
+        )
+      )
+    )
+  )
+  const initialScopes = props.token.scopes
+    .filter((scope) => offered.has(scope))
+    .sort()
+  const form = useForm<AccessTokenEditFormValues>({
+    resolver: zodResolver(accessTokenEditFormSchema),
+    defaultValues: {
+      name: props.token.name,
+      permissions: scopesToPermissionMatrix(initialScopes),
+    },
+  })
+
+  const close = () => {
+    if (!props.pending) props.onClose()
+  }
+  const submit = async (values: AccessTokenEditFormValues) => {
+    const scopes = permissionMatrixToScopes(values.permissions)
+    const changed = scopes.join(' ') !== initialScopes.join(' ')
+    if (changed && scopes.length === 0) {
+      form.setError('permissions', {
+        message: 'Select at least one permission',
+      })
+      return
+    }
+    const saved = await props.onSave({
+      name: values.name.trim(),
+      scopes: changed ? scopes : undefined,
+    })
+    if (saved) props.onClose()
+  }
+
+  return (
+    <Dialog
+      open={!props.hidden}
+      onOpenChange={(open) => {
+        if (!open) close()
+      }}
+      title={t('Edit access token')}
+      contentClassName='sm:max-w-2xl'
+      contentHeight='auto'
+      footer={
+        <>
+          <p className='text-muted-foreground text-xs sm:mr-auto sm:self-center'>
+            {t('Saving permission changes requires security verification')}
+          </p>
+          <Button
+            type='button'
+            variant='outline'
+            disabled={props.pending}
+            onClick={close}
+          >
+            {t('Cancel')}
+          </Button>
+          <Button
+            type='submit'
+            form='access-token-edit-form'
+            disabled={props.pending}
+          >
+            {t('Save')}
+          </Button>
+        </>
+      }
+    >
+      <Form {...form}>
+        <form
+          id='access-token-edit-form'
+          className='space-y-5 py-2'
+          onSubmit={form.handleSubmit(submit)}
+        >
+          <FormField
+            control={form.control}
+            name='name'
+            render={({ field }) => (
+              <FormItem>
+                <FormLabel>{t('Token name')}</FormLabel>
+                <FormControl>
+                  <Input {...field} autoComplete='off' />
+                </FormControl>
+                <FormMessage />
+              </FormItem>
+            )}
+          />
+          <FormField
+            control={form.control}
+            name='permissions'
+            render={({ field }) => (
+              <FormItem>
+                <FormLabel>{t('Permissions')}</FormLabel>
+                <PermissionMatrix
+                  groups={groups}
+                  value={field.value}
+                  disabled={props.pending}
+                  onChange={field.onChange}
+                />
+                <FormMessage />
+              </FormItem>
+            )}
+          />
+        </form>
+      </Form>
+    </Dialog>
+  )
+}
diff --git a/web/src/features/security/components/dialogs/delete-account-dialog.tsx b/web/src/features/security/components/dialogs/delete-account-dialog.tsx
index 43d9916..5f75401 100644
--- a/web/src/features/security/components/dialogs/delete-account-dialog.tsx
+++ b/web/src/features/security/components/dialogs/delete-account-dialog.tsx
@@ -19,7 +19,7 @@ For commercial licensing, please contact support@quantumnous.com
 import { useNavigate } from '@tanstack/react-router'
 import { AlertTriangle } from 'lucide-react'
 import { useEffect, useId, useState } from 'react'
-import { useTranslation } from 'react-i18next'
+import { Trans, useTranslation } from 'react-i18next'
 import { toast } from 'sonner'
 
 import { ConfirmDialog } from '@/components/confirm-dialog'
@@ -98,7 +98,11 @@ export function DeleteAccountDialog(props: DeleteAccountDialogProps) {
         </Alert>
         <div className='space-y-2'>
           <Label htmlFor={confirmationId}>
-            {t('Type')} <strong>{props.username}</strong> {t('to confirm')}
+            <Trans
+              t={t}
+              i18nKey='Type <username/> to confirm'
+              components={{ username: <strong>{props.username}</strong> }}
+            />
           </Label>
           <Input
             id={confirmationId}
diff --git a/web/src/features/security/components/dialogs/two-fa-setup-dialog.tsx b/web/src/features/security/components/dialogs/two-fa-setup-dialog.tsx
index 27f6c36..71d6104 100644
--- a/web/src/features/security/components/dialogs/two-fa-setup-dialog.tsx
+++ b/web/src/features/security/components/dialogs/two-fa-setup-dialog.tsx
@@ -60,14 +60,11 @@ export function TwoFASetupDialog(props: TwoFASetupDialogProps) {
         if (!open) props.onCancel()
       }}
       title={t('Setup Two-Factor Authentication')}
-      description={
-        <>
-          {t('Step')}
-          {step + 1}
-          {t('of 3:')}
-          {stepLabels[step]}
-        </>
-      }
+      description={t('Step {{current}} of {{total}}: {{label}}', {
+        current: step + 1,
+        total: stepLabels.length,
+        label: stepLabels[step],
+      })}
       contentClassName='sm:max-w-lg'
       contentHeight='auto'
       bodyClassName='space-y-4'
diff --git a/web/src/features/security/components/login-session-item.tsx b/web/src/features/security/components/login-session-item.tsx
index a0aa116..44baced 100644
--- a/web/src/features/security/components/login-session-item.tsx
+++ b/web/src/features/security/components/login-session-item.tsx
@@ -22,7 +22,9 @@ import { useTranslation } from 'react-i18next'
 
 import { Badge } from '@/components/ui/badge'
 import { Button } from '@/components/ui/button'
+import { toIntlLocale } from '@/i18n/languages'
 import dayjs from '@/lib/dayjs'
+import { formatTimestampRelative } from '@/lib/format'
 import type { LoginSession } from '@/stores/auth-store'
 
 import { loginMethodLabel, sessionDevice } from './login-session-utils'
@@ -33,7 +35,8 @@ interface LoginSessionItemProps {
 }
 
 export function LoginSessionItem({ session, onRevoke }: LoginSessionItemProps) {
-  const { t } = useTranslation()
+  const { t, i18n } = useTranslation()
+  const locale = toIntlLocale(i18n.resolvedLanguage || i18n.language)
   const maxTouchPoints =
     session.current && typeof navigator !== 'undefined'
       ? navigator.maxTouchPoints
@@ -64,7 +67,11 @@ export function LoginSessionItem({ session, onRevoke }: LoginSessionItemProps) {
         </p>
         <p className='text-muted-foreground mt-1 text-xs'>
           {t('Last active {{time}} · Expires {{expires}}', {
-            time: dayjs.unix(session.last_active_at).fromNow(),
+            time: formatTimestampRelative(
+              session.last_active_at,
+              'seconds',
+              locale
+            ),
             expires: dayjs.unix(session.expires_at).format('YYYY-MM-DD HH:mm'),
           })}
         </p>
diff --git a/web/src/features/security/components/passkey-card.tsx b/web/src/features/security/components/passkey-card.tsx
index 12b7071..9ed2781 100644
--- a/web/src/features/security/components/passkey-card.tsx
+++ b/web/src/features/security/components/passkey-card.tsx
@@ -48,7 +48,8 @@ import {
   SecureVerificationDialog,
   useSecureVerification,
 } from '@/features/auth/secure-verification'
-import dayjs from '@/lib/dayjs'
+import { toIntlLocale } from '@/i18n/languages'
+import { formatTimestampRelative } from '@/lib/format'
 import { handleServerError } from '@/lib/handle-server-error'
 import { AuthOperationError } from '@/lib/secure-verification'
 
@@ -57,7 +58,8 @@ interface PasskeyCardProps {
 }
 
 export function PasskeyCard({ loading: pageLoading }: PasskeyCardProps) {
-  const { t } = useTranslation()
+  const { t, i18n } = useTranslation()
+  const locale = toIntlLocale(i18n.resolvedLanguage || i18n.language)
   const [confirmOpen, setConfirmOpen] = useState(false)
   const {
     status,
@@ -136,7 +138,7 @@ export function PasskeyCard({ loading: pageLoading }: PasskeyCardProps) {
 
   const formattedLastUsed =
     lastUsed && !Number.isNaN(Date.parse(lastUsed))
-      ? dayjs(lastUsed).fromNow()
+      ? formatTimestampRelative(Date.parse(lastUsed), 'milliseconds', locale)
       : t('Not used yet')
 
   const showUnsupportedNotice = !supported && !enabled
diff --git a/web/src/features/security/hooks/use-access-token.ts b/web/src/features/security/hooks/use-access-token.ts
deleted file mode 100644
index 982e9e9..0000000
--- a/web/src/features/security/hooks/use-access-token.ts
+++ /dev/null
@@ -1,128 +0,0 @@
-/*
-Copyright (C) 2023-2026 QuantumNous
-
-This program is free software: you can redistribute it and/or modify
-it under the terms of the GNU Affero General Public License as
-published by the Free Software Foundation, either version 3 of the
-License, or (at your option) any later version.
-
-This program is distributed in the hope that it will be useful,
-but WITHOUT ANY WARRANTY; without even the implied warranty of
-MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
-GNU Affero General Public License for more details.
-
-You should have received a copy of the GNU Affero General Public License
-along with this program. If not, see <https://www.gnu.org/licenses/>.
-
-For commercial licensing, please contact support@quantumnous.com
-*/
-import { useQuery, useQueryClient } from '@tanstack/react-query'
-import { useCallback, useEffect, useRef, useState } from 'react'
-import { useTranslation } from 'react-i18next'
-import { toast } from 'sonner'
-
-import { useSecureVerification } from '@/features/auth/secure-verification'
-import { handleServerError } from '@/lib/handle-server-error'
-import { AuthOperationError } from '@/lib/secure-verification'
-import { useAuthStore } from '@/stores/auth-store'
-
-import {
-  createAccessToken,
-  getAccessTokenStatus,
-  revokeAccessToken,
-} from '../api'
-
-export function useAccessToken() {
-  const { t } = useTranslation()
-  const client = useQueryClient()
-  const userId = useAuthStore((state) => state.auth.user?.id)
-  const sessionId = useAuthStore((state) => state.auth.session?.sid)
-  const statusKey = ['security', 'access-token', 'status', userId] as const
-  const [generatedToken, setGeneratedToken] = useState<{
-    value: string
-    userId: number | undefined
-    sessionId: string | undefined
-  } | null>(null)
-  const [pending, setPending] = useState(false)
-  const currentOperation = useRef<AbortController | null>(null)
-  const verification = useSecureVerification()
-  const requestVerification = verification.requestVerification
-  const cancelVerification = verification.cancel
-  const status = useQuery({
-    queryKey: statusKey,
-    queryFn: getAccessTokenStatus,
-    retry: false,
-  })
-  useEffect(
-    () => () => {
-      const current = currentOperation.current
-      currentOperation.current = null
-      current?.abort()
-      cancelVerification()
-      setPending(false)
-      setGeneratedToken(null)
-    },
-    [cancelVerification, userId, sessionId]
-  )
-
-  const performOperation = useCallback(
-    async (operation: 'generate' | 'revoke') => {
-      if (currentOperation.current) return
-      const controller = new AbortController()
-      currentOperation.current = controller
-      setPending(true)
-      try {
-        const proof = await requestVerification({
-          scope: `access_token.${operation}`,
-        })
-        if (currentOperation.current !== controller || !proof) return
-        // Proofs and plaintext stay local to this action, outside React Query caches.
-        if (operation === 'generate') {
-          const generated = await createAccessToken(
-            proof.proof_token,
-            controller.signal
-          )
-          if (currentOperation.current !== controller) return
-          setGeneratedToken({ value: generated, userId, sessionId })
-        } else {
-          await revokeAccessToken(proof.proof_token, controller.signal)
-          if (currentOperation.current !== controller) return
-          setGeneratedToken(null)
-          toast.success(t('Access token revoked'))
-        }
-        void client.invalidateQueries({
-          queryKey: ['security', 'access-token', 'status', userId],
-        })
-      } catch (error) {
-        if (currentOperation.current !== controller) return
-        const failure = AuthOperationError.from(error)
-        if (failure.code !== 'AUTH_CANCELLED') handleServerError(failure)
-        void client.invalidateQueries({
-          queryKey: ['security', 'access-token', 'status', userId],
-        })
-      } finally {
-        if (currentOperation.current === controller) {
-          currentOperation.current = null
-          setPending(false)
-        }
-      }
-    },
-    [client, requestVerification, t, userId, sessionId]
-  )
-
-  return {
-    status,
-    token:
-      generatedToken?.userId === userId &&
-      generatedToken?.sessionId === sessionId
-        ? (generatedToken?.value ?? '')
-        : '',
-    pending,
-    clearToken: () => {
-      setGeneratedToken(null)
-    },
-    generate: () => performOperation('generate'),
-    revoke: () => performOperation('revoke'),
-    verificationDialogProps: verification.dialogProps,
-  }
-}
diff --git a/web/src/features/security/hooks/use-access-tokens.ts b/web/src/features/security/hooks/use-access-tokens.ts
new file mode 100644
index 0000000..c3ef6f7
--- /dev/null
+++ b/web/src/features/security/hooks/use-access-tokens.ts
@@ -0,0 +1,226 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { useMutation, useQuery, useQueryClient } from '@tanstack/react-query'
+import { useCallback, useEffect, useRef, useState } from 'react'
+import { useTranslation } from 'react-i18next'
+import { toast } from 'sonner'
+
+import {
+  useSecureVerification,
+  type RequestVerificationOptions,
+} from '@/features/auth/secure-verification'
+import { handleServerError } from '@/lib/handle-server-error'
+import { AuthOperationError } from '@/lib/secure-verification'
+import { useAuthStore } from '@/stores/auth-store'
+
+import {
+  createAccessToken,
+  getAccessTokenCatalog,
+  listAccessTokens,
+  revokeAccessToken,
+  revokeLegacyAccessToken,
+  updateAccessToken,
+  type AccessTokenInput,
+  type AccessTokenUpdate,
+} from '../api'
+
+export function useAccessTokens() {
+  const { t } = useTranslation()
+  const client = useQueryClient()
+  const userId = useAuthStore((state) => state.auth.user?.id)
+  const sessionId = useAuthStore((state) => state.auth.session?.sid)
+  const [createdToken, setCreatedToken] = useState<{
+    value: string
+    userId: number | undefined
+    sessionId: string | undefined
+  } | null>(null)
+  const [pending, setPending] = useState(false)
+  const currentOperation = useRef<AbortController | null>(null)
+  const verification = useSecureVerification()
+  const requestVerification = verification.requestVerification
+  const cancelVerification = verification.cancel
+  const list = useQuery({
+    queryKey: ['security', 'access-tokens', 'list', userId],
+    queryFn: listAccessTokens,
+    retry: false,
+  })
+  const catalog = useQuery({
+    queryKey: ['security', 'access-tokens', 'catalog', userId],
+    queryFn: getAccessTokenCatalog,
+    retry: false,
+  })
+  useEffect(
+    () => () => {
+      const current = currentOperation.current
+      currentOperation.current = null
+      current?.abort()
+      cancelVerification()
+      setPending(false)
+      setCreatedToken(null)
+    },
+    [cancelVerification, userId, sessionId]
+  )
+
+  const invalidateList = useCallback(
+    () =>
+      client.invalidateQueries({
+        queryKey: ['security', 'access-tokens', 'list', userId],
+      }),
+    [client, userId]
+  )
+
+  // Runs one verified mutation at a time. Proofs and plaintext stay local to
+  // the action, outside React Query caches.
+  const runVerified = useCallback(
+    async <T>(
+      operation: RequestVerificationOptions,
+      action: (proofToken: string, signal: AbortSignal) => Promise<T>
+    ): Promise<T | undefined> => {
+      if (currentOperation.current) return undefined
+      const controller = new AbortController()
+      currentOperation.current = controller
+      setPending(true)
+      try {
+        const proof = await requestVerification(operation)
+        if (currentOperation.current !== controller || !proof) return undefined
+        const result = await action(proof.proof_token, controller.signal)
+        if (currentOperation.current !== controller) return undefined
+        void invalidateList()
+        return result
+      } catch (error) {
+        if (currentOperation.current !== controller) return undefined
+        const failure = AuthOperationError.from(error)
+        if (failure.code !== 'AUTH_CANCELLED') handleServerError(failure)
+        void invalidateList()
+        return undefined
+      } finally {
+        if (currentOperation.current === controller) {
+          currentOperation.current = null
+          setPending(false)
+        }
+      }
+    },
+    [requestVerification, invalidateList]
+  )
+
+  const create = useCallback(
+    async (input: AccessTokenInput) => {
+      const created = await runVerified(
+        {
+          scope: 'access_token.generate',
+          context: { scopes: input.scopes, expires_at: input.expires_at },
+        },
+        (proofToken, signal) => createAccessToken(input, proofToken, signal)
+      )
+      if (!created) return false
+      setCreatedToken({ value: created.token, userId, sessionId })
+      return true
+    },
+    [runVerified, userId, sessionId]
+  )
+
+  const revoke = useCallback(
+    async (id: number) => {
+      const revoked = await runVerified(
+        { scope: 'access_token.revoke', context: { token_id: id } },
+        async (proofToken, signal) => {
+          await revokeAccessToken(id, proofToken, signal)
+          return true
+        }
+      )
+      if (revoked) toast.success(t('Access token revoked'))
+      return revoked === true
+    },
+    [runVerified, t]
+  )
+
+  const revokeLegacy = useCallback(async () => {
+    const revoked = await runVerified(
+      { scope: 'access_token.revoke', context: { legacy: true } },
+      async (proofToken, signal) => {
+        await revokeLegacyAccessToken(proofToken, signal)
+        return true
+      }
+    )
+    if (revoked) toast.success(t('Access token revoked'))
+    return revoked === true
+  }, [runVerified, t])
+
+  const rename = useMutation({
+    mutationFn: (input: { id: number; name: string }) =>
+      updateAccessToken(input.id, { name: input.name }),
+    onSuccess: () => void invalidateList(),
+    onError: (error) => handleServerError(error),
+  })
+  const renameToken = rename.mutateAsync
+
+  // A name-only edit saves directly; changing the grant asks for security
+  // verification bound to the token and the new scopes.
+  const update = useCallback(
+    async (id: number, input: AccessTokenUpdate) => {
+      const scopes = input.scopes
+      if (!scopes) {
+        try {
+          await renameToken({ id, name: input.name })
+        } catch {
+          return false
+        }
+        toast.success(t('Saved successfully'))
+        return true
+      }
+      const updated = await runVerified(
+        { scope: 'access_token.update', context: { token_id: id, scopes } },
+        (proofToken, signal) =>
+          updateAccessToken(
+            id,
+            { name: input.name, scopes },
+            { token: proofToken, signal }
+          )
+      )
+      if (!updated) return false
+      toast.success(t('Saved successfully'))
+      return true
+    },
+    [renameToken, runVerified, t]
+  )
+
+  const verificationPhase = verification.dialogProps.state.phase
+  return {
+    list,
+    catalog,
+    createdToken:
+      createdToken &&
+      createdToken.userId === userId &&
+      createdToken.sessionId === sessionId
+        ? createdToken.value
+        : '',
+    clearCreatedToken: () => {
+      setCreatedToken(null)
+    },
+    pending,
+    create,
+    revoke,
+    revokeLegacy,
+    update,
+    updatePending: pending || rename.isPending,
+    showVerification:
+      verificationPhase !== 'idle' && verificationPhase !== 'loading',
+    verificationDialogProps: verification.dialogProps,
+  }
+}
diff --git a/web/src/features/security/index.tsx b/web/src/features/security/index.tsx
index b619da2..283f584 100644
--- a/web/src/features/security/index.tsx
+++ b/web/src/features/security/index.tsx
@@ -32,7 +32,7 @@ import { Skeleton } from '@/components/ui/skeleton'
 import { TitledCard } from '@/components/ui/titled-card'
 import { useProfile } from '@/features/profile/hooks/use-profile'
 
-import { AccessTokenCard } from './components/access-token-card'
+import { AccessTokensCard } from './components/access-tokens-card'
 import { AccountActionCard } from './components/account-action-card'
 import { AccountBindings } from './components/account-bindings'
 import { LoginSessionsCard } from './components/login-sessions-card'
@@ -105,7 +105,7 @@ export function Security() {
               {t('Sessions & Access')}
             </h3>
             <LoginSessionsCard />
-            <AccessTokenCard />
+            <AccessTokensCard />
           </section>
           <section aria-labelledby='security-account' className='space-y-4'>
             <h3 id='security-account' className='text-sm font-semibold'>
diff --git a/web/src/features/security/lib/access-token-catalog.ts b/web/src/features/security/lib/access-token-catalog.ts
new file mode 100644
index 0000000..26e53aa
--- /dev/null
+++ b/web/src/features/security/lib/access-token-catalog.ts
@@ -0,0 +1,41 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import type { PermissionMatrixGroup } from '@/components/permission-matrix'
+
+import type { AccessTokenCatalog, AccessTokenGroup } from '../api'
+
+const GROUP_LABELS: Record<AccessTokenGroup, string> = {
+  personal: 'Personal',
+  admin: 'Administration',
+  system: 'System',
+}
+
+// accessTokenPermissionGroups lists the catalog groups that offer at least one
+// resource, labelled for the permission picker.
+export function accessTokenPermissionGroups(
+  catalog: AccessTokenCatalog
+): PermissionMatrixGroup[] {
+  return catalog.groups
+    .filter((group) => group.resources.length > 0)
+    .map((group) => ({
+      key: group.group,
+      labelKey: GROUP_LABELS[group.group],
+      resources: group.resources,
+    }))
+}
diff --git a/web/src/features/security/lib/access-token-schema.ts b/web/src/features/security/lib/access-token-schema.ts
new file mode 100644
index 0000000..9c44ba5
--- /dev/null
+++ b/web/src/features/security/lib/access-token-schema.ts
@@ -0,0 +1,120 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { z } from 'zod'
+
+import { permissionMatrixToScopes } from '@/lib/admin-permissions'
+
+// The server rejects expiry times earlier than one hour from now.
+const MIN_LIFETIME_MS = 60 * 60 * 1000
+
+export const ACCESS_TOKEN_EXPIRY_DAYS = {
+  '30d': 30,
+  '90d': 90,
+  '180d': 180,
+  '1y': 365,
+} as const
+
+export const ACCESS_TOKEN_EXPIRY_OPTIONS = [
+  { value: '30d', labelKey: '30 days' },
+  { value: '90d', labelKey: '90 days' },
+  { value: '180d', labelKey: '180 days' },
+  { value: '1y', labelKey: '1 year' },
+  { value: 'custom', labelKey: 'Custom' },
+  { value: 'never', labelKey: 'Never expires' },
+] as const
+
+export type AccessTokenExpiryPreset =
+  (typeof ACCESS_TOKEN_EXPIRY_OPTIONS)[number]['value']
+
+const accessTokenNameSchema = z
+  .string()
+  .trim()
+  .min(1, 'Please enter a name')
+  // The server counts characters, not UTF-16 code units.
+  .refine((name) => [...name].length <= 64, {
+    message: 'Name must be 64 characters or fewer',
+  })
+
+const accessTokenPermissionsSchema = z.record(
+  z.string(),
+  z.record(z.string(), z.boolean())
+)
+
+export const accessTokenFormSchema = z
+  .object({
+    name: accessTokenNameSchema,
+    expiry: z.enum(['30d', '90d', '180d', '1y', 'custom', 'never']),
+    customExpiresAt: z.date().optional(),
+    permissions: accessTokenPermissionsSchema,
+  })
+  .superRefine((values, ctx) => {
+    if (
+      values.expiry === 'custom' &&
+      (!values.customExpiresAt ||
+        values.customExpiresAt.getTime() < Date.now() + MIN_LIFETIME_MS)
+    ) {
+      ctx.addIssue({
+        code: 'custom',
+        path: ['customExpiresAt'],
+        message: 'Choose a time at least one hour from now',
+      })
+    }
+    if (permissionMatrixToScopes(values.permissions).length === 0) {
+      ctx.addIssue({
+        code: 'custom',
+        path: ['permissions'],
+        message: 'Select at least one permission',
+      })
+    }
+  })
+
+export type AccessTokenFormValues = z.infer<typeof accessTokenFormSchema>
+
+// The edit form has no expiry. An empty grant is only rejected once the
+// permissions change, so a token whose permissions can no longer be granted
+// can still be renamed.
+export const accessTokenEditFormSchema = z.object({
+  name: accessTokenNameSchema,
+  permissions: accessTokenPermissionsSchema,
+})
+
+export type AccessTokenEditFormValues = z.infer<
+  typeof accessTokenEditFormSchema
+>
+
+export const defaultAccessTokenFormValues: AccessTokenFormValues = {
+  name: '',
+  expiry: '30d',
+  customExpiresAt: undefined,
+  permissions: {},
+}
+
+// resolveAccessTokenExpiry converts the chosen preset to the Unix-seconds
+// expiry the API expects; 0 means the token never expires.
+export function resolveAccessTokenExpiry(
+  values: Pick<AccessTokenFormValues, 'expiry' | 'customExpiresAt'>,
+  nowMs: number
+): number {
+  if (values.expiry === 'never') return 0
+  if (values.expiry === 'custom') {
+    return Math.floor((values.customExpiresAt?.getTime() ?? 0) / 1000)
+  }
+  const days = ACCESS_TOKEN_EXPIRY_DAYS[values.expiry]
+  return Math.floor(nowMs / 1000) + days * 24 * 60 * 60
+}
diff --git a/web/src/features/subscriptions/components/dialogs/user-subscriptions-dialog.tsx b/web/src/features/subscriptions/components/dialogs/user-subscriptions-dialog.tsx
index 8eaaf2c..6ca9b3b 100644
--- a/web/src/features/subscriptions/components/dialogs/user-subscriptions-dialog.tsx
+++ b/web/src/features/subscriptions/components/dialogs/user-subscriptions-dialog.tsx
@@ -50,6 +50,7 @@ import {
 import { Switch } from '@/components/ui/switch'
 import { formatQuota } from '@/lib/format'
 import { handleServerError } from '@/lib/handle-server-error'
+import { getServerMessage } from '@/lib/server-error-message'
 
 import {
   getAdminPlans,
@@ -173,7 +174,7 @@ export function UserSubscriptionsDialog(props: Props) {
         plan_id: Number(selectedPlanId),
       })
       if (res.success) {
-        toast.success(res.data?.message || t('Added successfully'))
+        toast.success(getServerMessage(res.data) || t('Added successfully'))
         setSelectedPlanId('')
         await loadData()
         props.onSuccess?.()
@@ -193,7 +194,7 @@ export function UserSubscriptionsDialog(props: Props) {
       if (confirmAction.type === 'invalidate') {
         const res = await invalidateUserSubscription(confirmAction.subId)
         if (res.success) {
-          toast.success(res.data?.message || t('Has been invalidated'))
+          toast.success(getServerMessage(res.data) || t('Has been invalidated'))
           await loadData()
           props.onSuccess?.()
         } else {
diff --git a/web/src/features/subscriptions/components/subscriptions-columns.tsx b/web/src/features/subscriptions/components/subscriptions-columns.tsx
index a23148b..b8a8d6e 100644
--- a/web/src/features/subscriptions/components/subscriptions-columns.tsx
+++ b/web/src/features/subscriptions/components/subscriptions-columns.tsx
@@ -16,7 +16,7 @@ along with this program. If not, see <https://www.gnu.org/licenses/>.
 
 For commercial licensing, please contact support@quantumnous.com
 */
-import { type ColumnDef } from '@tanstack/react-table'
+import type { ColumnDef } from '@tanstack/react-table'
 import { useMemo } from 'react'
 import { useTranslation } from 'react-i18next'
 
@@ -115,14 +115,14 @@ export function useSubscriptionsColumns(): ColumnDef<PlanRecord>[] {
         cell: ({ row }) =>
           row.original.plan.enabled ? (
             <StatusBadge
-              label={t('Enable')}
+              label={t('Enabled')}
               variant='success'
               copyable={false}
               className='-ml-1.5'
             />
           ) : (
             <StatusBadge
-              label={t('Disable')}
+              label={t('Disabled')}
               variant='neutral'
               copyable={false}
               className='-ml-1.5'
diff --git a/web/src/features/subscriptions/components/subscriptions-mutate-drawer.tsx b/web/src/features/subscriptions/components/subscriptions-mutate-drawer.tsx
index 15493e8..065e271 100644
--- a/web/src/features/subscriptions/components/subscriptions-mutate-drawer.tsx
+++ b/web/src/features/subscriptions/components/subscriptions-mutate-drawer.tsx
@@ -62,6 +62,7 @@ import {
   SheetTitle,
 } from '@/components/ui/sheet'
 import { Switch } from '@/components/ui/switch'
+import { getPaymentErrorTranslation } from '@/features/wallet/lib/payment'
 import { getCurrencyDisplay, getCurrencyLabel } from '@/lib/currency'
 import { handleServerError } from '@/lib/handle-server-error'
 
@@ -239,7 +240,9 @@ export function SubscriptionsMutateDrawer({
           `${t('Waffo Pancake product created')}: ${created.product_id}`
         )
       } else {
-        const reason = typeof res.data === 'string' ? res.data : undefined
+        const reason =
+          getPaymentErrorTranslation(res) ??
+          (typeof res.data === 'string' ? res.data : undefined)
         handleServerError(res.data, undefined, {
           title: reason
             ? `${t('Waffo Pancake product creation failed')}: ${reason}`
diff --git a/web/src/features/system-settings/auth/__tests__/oauth-settings.test.tsx b/web/src/features/system-settings/auth/__tests__/oauth-settings.test.tsx
new file mode 100644
index 0000000..b7d0bde
--- /dev/null
+++ b/web/src/features/system-settings/auth/__tests__/oauth-settings.test.tsx
@@ -0,0 +1,339 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { QueryClient, QueryClientProvider } from '@tanstack/react-query'
+import {
+  createMemoryHistory,
+  createRootRoute,
+  createRouter,
+  RouterProvider,
+} from '@tanstack/react-router'
+import { render, screen, waitFor } from '@testing-library/react'
+import userEvent from '@testing-library/user-event'
+import axios from 'axios'
+import { createInstance, type i18n } from 'i18next'
+import { useState, type ComponentProps } from 'react'
+import { I18nextProvider } from 'react-i18next'
+import { toast } from 'sonner'
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+
+import zhTW from '@/i18n/locales/zh-TW.json'
+import zh from '@/i18n/locales/zh.json'
+import { api } from '@/lib/api'
+
+import { SettingsPageProvider } from '../../components/settings-page-context'
+import { OAuthSection } from '../oauth-section'
+
+const defaults: ComponentProps<typeof OAuthSection>['defaultValues'] = {
+  GitHubOAuthEnabled: false,
+  GitHubClientId: '',
+  GitHubClientSecret: '',
+  'discord.enabled': false,
+  'discord.client_id': '',
+  'discord.client_secret': '',
+  'oidc.enabled': false,
+  'oidc.display_name': '',
+  'oidc.client_id': '',
+  'oidc.client_secret': '',
+  'oidc.well_known': '',
+  'oidc.authorization_endpoint': '',
+  'oidc.token_endpoint': '',
+  'oidc.user_info_endpoint': '',
+  TelegramOAuthEnabled: false,
+  'telegram.client_id': '',
+  'telegram.client_secret': '',
+  LinuxDOOAuthEnabled: false,
+  LinuxDOClientId: '',
+  LinuxDOClientSecret: '',
+  LinuxDOMinimumTrustLevel: '',
+  WeChatAuthEnabled: false,
+  WeChatServerAddress: '',
+  WeChatServerToken: '',
+  WeChatAccountQRCodeImageURL: '',
+}
+
+let testI18n: i18n
+
+function Fixture(props: { values?: Partial<typeof defaults> }) {
+  const [container, setContainer] = useState<HTMLDivElement | null>(null)
+  const [client] = useState(
+    () => new QueryClient({ defaultOptions: { mutations: { retry: false } } })
+  )
+
+  return (
+    <I18nextProvider i18n={testI18n}>
+      <QueryClientProvider client={client}>
+        <div ref={setContainer} />
+        <SettingsPageProvider actionsContainer={container}>
+          <OAuthSection
+            defaultValues={{ ...defaults, ...props.values }}
+            serverAddress='https://gateway.example.com'
+          />
+        </SettingsPageProvider>
+      </QueryClientProvider>
+    </I18nextProvider>
+  )
+}
+
+async function renderSettings(values?: Partial<typeof defaults>) {
+  const route = createRootRoute({
+    component: () => <Fixture values={values} />,
+  })
+  const router = createRouter({
+    routeTree: route,
+    history: createMemoryHistory({ initialEntries: ['/'] }),
+  })
+  await router.load()
+  render(<RouterProvider router={router} />)
+}
+
+beforeEach(async () => {
+  testI18n = createInstance()
+  await testI18n.init({
+    lng: 'en',
+    fallbackLng: 'en',
+    resources: { en: { translation: {} }, zh, 'zh-TW': zhTW },
+    interpolation: { escapeValue: false },
+  })
+  vi.spyOn(api, 'put').mockResolvedValue({ data: { success: true } })
+})
+
+describe('OAuth settings saves', () => {
+  it.each([
+    [false, 'provider.example.com/discovery'],
+    [true, 'provider.example.com/discovery'],
+    [true, 'https://provider.example.com/discovery'],
+  ])(
+    'saves GitHub independently of unchanged OIDC settings (enabled: %s, URL: %s)',
+    async (enabled, url) => {
+      const discoveryClient = axios.create()
+      vi.spyOn(discoveryClient, 'get').mockRejectedValue(
+        new Error('OIDC unavailable')
+      )
+      const discovery = vi
+        .spyOn(axios, 'create')
+        .mockReturnValue(discoveryClient)
+      const errorToast = vi.spyOn(toast, 'error')
+      const user = userEvent.setup()
+      await renderSettings({ 'oidc.enabled': enabled, 'oidc.well_known': url })
+      await user.type(
+        screen.getByRole('textbox', { name: 'Client ID' }),
+        'github-client'
+      )
+      await user.click(screen.getByRole('button', { name: 'Save Changes' }))
+
+      await waitFor(() =>
+        expect(api.put).toHaveBeenCalledWith('/api/option/', {
+          key: 'GitHubClientId',
+          value: 'github-client',
+        })
+      )
+      expect(api.put).toHaveBeenCalledTimes(1)
+      expect(discovery).not.toHaveBeenCalled()
+      expect(errorToast).not.toHaveBeenCalled()
+      expect(screen.getByRole('tab', { name: 'GitHub' })).toHaveAttribute(
+        'aria-selected',
+        'true'
+      )
+      expect(screen.getByRole('button', { name: 'Reset' })).toBeDisabled()
+    }
+  )
+
+  it('does not discover OIDC when saving an unchanged form', async () => {
+    const discovery = vi.spyOn(axios, 'create')
+    const infoToast = vi.spyOn(toast, 'info')
+    const user = userEvent.setup()
+    await renderSettings({
+      'oidc.well_known': 'provider.example.com/discovery',
+    })
+    await user.click(screen.getByRole('button', { name: 'Save Changes' }))
+
+    expect(infoToast).toHaveBeenCalledWith('No changes to save')
+    expect(discovery).not.toHaveBeenCalled()
+    expect(api.put).not.toHaveBeenCalled()
+  })
+
+  it('allows disabling OIDC even when its saved discovery URL is invalid', async () => {
+    const user = userEvent.setup()
+    await renderSettings({
+      'oidc.enabled': true,
+      'oidc.well_known': 'provider.example.com/discovery',
+    })
+    await user.click(screen.getByRole('tab', { name: 'OIDC' }))
+    await user.click(screen.getByRole('switch', { name: 'Enable OIDC' }))
+    await user.click(screen.getByRole('button', { name: 'Save Changes' }))
+
+    await waitFor(() =>
+      expect(api.put).toHaveBeenCalledWith('/api/option/', {
+        key: 'oidc.enabled',
+        value: false,
+      })
+    )
+    expect(api.put).toHaveBeenCalledTimes(1)
+  })
+
+  it('opens OIDC and marks an edited invalid URL even when saving from the GitHub tab', async () => {
+    const errorToast = vi.spyOn(toast, 'error')
+    const user = userEvent.setup()
+    await renderSettings()
+    await user.click(screen.getByRole('tab', { name: 'OIDC' }))
+    await user.type(
+      screen.getByRole('textbox', { name: 'Well-Known URL' }),
+      'provider.example.com/discovery'
+    )
+    await user.click(screen.getByRole('tab', { name: 'GitHub' }))
+    await user.click(screen.getByRole('button', { name: 'Save Changes' }))
+
+    const url = await screen.findByRole('textbox', { name: 'Well-Known URL' })
+    expect(url).toHaveAttribute('aria-invalid', 'true')
+    expect(url).toHaveAccessibleDescription(
+      expect.stringContaining(
+        'Well-Known URL must start with http:// or https://'
+      )
+    )
+    expect(api.put).not.toHaveBeenCalled()
+    expect(errorToast).not.toHaveBeenCalled()
+  })
+
+  it('validates the saved discovery URL before enabling OIDC', async () => {
+    const user = userEvent.setup()
+    await renderSettings({
+      'oidc.well_known': 'provider.example.com/discovery',
+    })
+    await user.click(screen.getByRole('tab', { name: 'OIDC' }))
+    await user.click(screen.getByRole('switch', { name: 'Enable OIDC' }))
+    await user.click(screen.getByRole('button', { name: 'Save Changes' }))
+
+    expect(
+      screen.getByRole('textbox', { name: 'Well-Known URL' })
+    ).toHaveAttribute('aria-invalid', 'true')
+    expect(api.put).not.toHaveBeenCalled()
+  })
+
+  it('keeps Save disabled during discovery and persists the discovered endpoints', async () => {
+    const client = axios.create()
+    const response = {
+      data: {
+        authorization_endpoint: 'https://provider.example.com/authorize',
+        token_endpoint: 'https://provider.example.com/token',
+        userinfo_endpoint: 'https://provider.example.com/userinfo',
+      },
+    }
+    let finishDiscovery!: (value: typeof response) => void
+    const get = vi.spyOn(client, 'get').mockImplementation(
+      () =>
+        new Promise((resolve) => {
+          finishDiscovery = resolve
+        })
+    )
+    vi.spyOn(axios, 'create').mockReturnValue(client)
+    const user = userEvent.setup()
+    await renderSettings()
+    await user.click(screen.getByRole('tab', { name: 'OIDC' }))
+    await user.type(
+      screen.getByRole('textbox', { name: 'Well-Known URL' }),
+      'https://provider.example.com/discovery'
+    )
+    await user.click(screen.getByRole('button', { name: 'Save Changes' }))
+
+    await waitFor(() =>
+      expect(get).toHaveBeenCalledWith('https://provider.example.com/discovery')
+    )
+    expect(screen.getByRole('button', { name: 'Saving...' })).toBeDisabled()
+    expect(screen.getByRole('button', { name: 'Reset' })).toBeDisabled()
+    expect(api.put).not.toHaveBeenCalled()
+    finishDiscovery(response)
+    await waitFor(() =>
+      expect(screen.getByRole('button', { name: 'Reset' })).toBeDisabled()
+    )
+    await waitFor(() => expect(api.put).toHaveBeenCalledTimes(4))
+    expect(api.put).toHaveBeenCalledWith('/api/option/', {
+      key: 'oidc.authorization_endpoint',
+      value: response.data.authorization_endpoint,
+    })
+    expect(api.put).toHaveBeenCalledWith('/api/option/', {
+      key: 'oidc.token_endpoint',
+      value: response.data.token_endpoint,
+    })
+    expect(api.put).toHaveBeenCalledWith('/api/option/', {
+      key: 'oidc.user_info_endpoint',
+      value: response.data.userinfo_endpoint,
+    })
+    await waitFor(() =>
+      expect(screen.getByRole('button', { name: 'Save Changes' })).toBeEnabled()
+    )
+  })
+
+  it.each(['zh', 'zh-TW'])(
+    'uses the Well-Known technical term in %s validation',
+    async (language) => {
+      await testI18n.changeLanguage(language)
+      const user = userEvent.setup()
+      await renderSettings()
+      await user.click(screen.getByRole('tab', { name: 'OIDC' }))
+      await user.type(
+        screen.getByRole('textbox', { name: 'Well-Known URL' }),
+        'invalid'
+      )
+      await user.click(
+        screen.getByRole('button', { name: testI18n.t('Save Changes') })
+      )
+
+      const url = screen.getByRole('textbox', { name: 'Well-Known URL' })
+      expect(url).toHaveAccessibleDescription(
+        expect.stringContaining('Well-Known URL')
+      )
+      expect(url).not.toHaveAccessibleDescription(
+        expect.stringContaining('知名')
+      )
+    }
+  )
+
+  it('keeps edits available for retry when OIDC discovery fails', async () => {
+    const client = axios.create()
+    const get = vi
+      .spyOn(client, 'get')
+      .mockRejectedValue(new Error('OIDC unavailable'))
+    vi.spyOn(axios, 'create').mockReturnValue(client)
+    const errorToast = vi.spyOn(toast, 'error')
+    const user = userEvent.setup()
+    await renderSettings()
+    await user.click(screen.getByRole('tab', { name: 'OIDC' }))
+    await user.type(
+      screen.getByRole('textbox', { name: 'Well-Known URL' }),
+      'https://provider.example.com/discovery'
+    )
+    await user.click(screen.getByRole('button', { name: 'Save Changes' }))
+
+    await waitFor(() => expect(errorToast).toHaveBeenCalledTimes(1))
+    expect(api.put).not.toHaveBeenCalled()
+    expect(screen.getByRole('button', { name: 'Save Changes' })).toBeEnabled()
+    expect(screen.getByRole('button', { name: 'Reset' })).toBeEnabled()
+    expect(screen.getByRole('textbox', { name: 'Well-Known URL' })).toHaveValue(
+      'https://provider.example.com/discovery'
+    )
+    get.mockResolvedValue({ data: {} })
+    await user.click(screen.getByRole('button', { name: 'Save Changes' }))
+    await waitFor(() =>
+      expect(api.put).toHaveBeenCalledWith('/api/option/', {
+        key: 'oidc.well_known',
+        value: 'https://provider.example.com/discovery',
+      })
+    )
+  })
+})
diff --git a/web/src/features/system-settings/auth/custom-oauth/components/provider-form-dialog.tsx b/web/src/features/system-settings/auth/custom-oauth/components/provider-form-dialog.tsx
index acafc1b..e2ff2b3 100644
--- a/web/src/features/system-settings/auth/custom-oauth/components/provider-form-dialog.tsx
+++ b/web/src/features/system-settings/auth/custom-oauth/components/provider-form-dialog.tsx
@@ -201,7 +201,7 @@ export function ProviderFormDialog(props: ProviderFormDialogProps) {
           ? t('Update the configuration for this custom OAuth provider.')
           : t('Configure a new custom OAuth provider for user authentication.')
       }
-      contentClassName='max-h-[85vh] overflow-y-auto sm:max-w-2xl'
+      contentClassName='max-h-[min(85dvh,var(--dialog-available-height))] overflow-y-auto sm:max-w-2xl'
       contentHeight='auto'
       bodyClassName='space-y-4'
       footer={
diff --git a/web/src/features/system-settings/auth/oauth-section.tsx b/web/src/features/system-settings/auth/oauth-section.tsx
index 2f146db..62f379a 100644
--- a/web/src/features/system-settings/auth/oauth-section.tsx
+++ b/web/src/features/system-settings/auth/oauth-section.tsx
@@ -298,14 +298,23 @@ export function OAuthSection(props: OAuthSectionProps) {
 
   const onSubmit = async (values: OAuthFormValues) => {
     let finalValues = values
+    const wellKnown = values.oidc.well_known.trim()
+    const discoveryUrlChanged =
+      wellKnown !== (baselineRef.current['oidc.well_known'] ?? '').trim()
+    const enablingOIDC =
+      values.oidc.enabled && !baselineRef.current['oidc.enabled']
 
-    if (values.oidc.well_known && values.oidc.well_known.trim() !== '') {
-      const wellKnown = values.oidc.well_known.trim()
+    // Other providers and disabling OIDC must not depend on OIDC discovery.
+    if (wellKnown && (discoveryUrlChanged || enablingOIDC)) {
       if (
         !wellKnown.startsWith('http://') &&
         !wellKnown.startsWith('https://')
       ) {
-        toast.error(t('Well-Known URL must start with http:// or https://'))
+        setActiveTab('oidc')
+        form.setError('oidc.well_known', {
+          type: 'validate',
+          message: t('Well-Known URL must start with http:// or https://'),
+        })
         return
       }
 
@@ -319,6 +328,7 @@ export function OAuthSection(props: OAuthSectionProps) {
           ...values,
           oidc: {
             ...values.oidc,
+            well_known: wellKnown,
             authorization_endpoint: authEndpoint,
             token_endpoint: tokenEndpoint,
             user_info_endpoint: userInfoEndpoint,
@@ -378,7 +388,7 @@ export function OAuthSection(props: OAuthSectionProps) {
             <SettingsPageFormActions
               onSave={form.handleSubmit(onSubmit)}
               onReset={handleReset}
-              isSaving={updateOption.isPending}
+              isSaving={form.formState.isSubmitting}
               isResetDisabled={!form.formState.isDirty}
             />
             <FormDirtyIndicator isDirty={form.formState.isDirty} />
diff --git a/web/src/features/system-settings/auth/passkey-section.tsx b/web/src/features/system-settings/auth/passkey-section.tsx
index 728de7c..9d01944 100644
--- a/web/src/features/system-settings/auth/passkey-section.tsx
+++ b/web/src/features/system-settings/auth/passkey-section.tsx
@@ -48,6 +48,7 @@ import {
 } from '@/components/ui/select'
 import { Switch } from '@/components/ui/switch'
 import { Textarea } from '@/components/ui/textarea'
+import { getServerMessage } from '@/lib/server-error-message'
 import { statusQueryOptions } from '@/lib/status-query'
 import { cn } from '@/lib/utils'
 
@@ -265,7 +266,7 @@ export function PasskeySection(props: PasskeySectionProps) {
           setPendingDomainChange({
             values: normalized,
             preview: result.data,
-            notice: result.message,
+            notice: getServerMessage(result),
           })
           return
         }
diff --git a/web/src/features/system-settings/billing/index.tsx b/web/src/features/system-settings/billing/index.tsx
index cb2f181..ced91f1 100644
--- a/web/src/features/system-settings/billing/index.tsx
+++ b/web/src/features/system-settings/billing/index.tsx
@@ -26,12 +26,12 @@ import {
 
 const defaultBillingSettings: BillingSettings = {
   QuotaForNewUser: 0,
-  PreConsumedQuota: 0,
   QuotaForInviter: 0,
   QuotaForInvitee: 0,
   TopUpLink: '',
-  'general_setting.docs_link': '',
   'quota_setting.enable_free_model_pre_consume': true,
+  'quota_setting.trust_quota_usd': 10,
+  'quota_setting.pre_consume_multiplier': 1,
   QuotaPerUnit: 500000,
   USDExchangeRate: 7,
   'general_setting.quota_display_type': 'USD',
diff --git a/web/src/features/system-settings/billing/section-registry.tsx b/web/src/features/system-settings/billing/section-registry.tsx
index c0c9808..b2adc22 100644
--- a/web/src/features/system-settings/billing/section-registry.tsx
+++ b/web/src/features/system-settings/billing/section-registry.tsx
@@ -61,14 +61,13 @@ const BILLING_SECTIONS = [
       <QuotaSettingsSection
         defaultValues={{
           QuotaForNewUser: settings.QuotaForNewUser,
-          PreConsumedQuota: settings.PreConsumedQuota,
           QuotaForInviter: settings.QuotaForInviter,
           QuotaForInvitee: settings.QuotaForInvitee,
           TopUpLink: settings.TopUpLink,
-          general_setting: {
-            docs_link: settings['general_setting.docs_link'],
-          },
           quota_setting: {
+            trust_quota_usd: settings['quota_setting.trust_quota_usd'],
+            pre_consume_multiplier:
+              settings['quota_setting.pre_consume_multiplier'],
             enable_free_model_pre_consume:
               settings['quota_setting.enable_free_model_pre_consume'],
           },
diff --git a/web/src/features/system-settings/content/announcements-section.tsx b/web/src/features/system-settings/content/announcements-section.tsx
index 66fff8c..47f13f5 100644
--- a/web/src/features/system-settings/content/announcements-section.tsx
+++ b/web/src/features/system-settings/content/announcements-section.tsx
@@ -60,7 +60,9 @@ import {
   SelectValue,
 } from '@/components/ui/select'
 import { Textarea } from '@/components/ui/textarea'
+import { toIntlLocale } from '@/i18n/languages'
 import dayjs from '@/lib/dayjs'
+import { formatTimestampRelative } from '@/lib/format'
 import { handleServerError } from '@/lib/handle-server-error'
 
 import { SettingsSwitchField } from '../components/settings-form-layout'
@@ -134,7 +136,8 @@ export function AnnouncementsSection({
   enabled,
   data,
 }: AnnouncementsSectionProps) {
-  const { t } = useTranslation()
+  const { t, i18n } = useTranslation()
+  const locale = toIntlLocale(i18n.resolvedLanguage || i18n.language)
   const updateOption = useUpdateOption()
   const [announcements, setAnnouncements] = useState<Announcement[]>([])
   const [isEnabled, setIsEnabled] = useState(enabled)
@@ -297,19 +300,6 @@ export function AnnouncementsSection({
     })
   }, [announcements])
 
-  const getRelativeTime = (date: string) => {
-    const now = new Date()
-    const past = new Date(date)
-    const diffMs = now.getTime() - past.getTime()
-    const diffMins = Math.floor(diffMs / 60000)
-    const diffHours = Math.floor(diffMins / 60)
-    const diffDays = Math.floor(diffHours / 24)
-
-    if (diffMins < 60) return `${diffMins}m ago`
-    if (diffHours < 24) return `${diffHours}h ago`
-    return `${diffDays}d ago`
-  }
-
   return (
     <SettingsSection title={t('Announcements')}>
       <div className='space-y-4'>
@@ -387,7 +377,11 @@ export function AnnouncementsSection({
               cell: (announcement) => (
                 <div className='flex flex-col gap-1'>
                   <span className='text-sm font-medium'>
-                    {getRelativeTime(announcement.publishDate)}
+                    {formatTimestampRelative(
+                      new Date(announcement.publishDate).getTime(),
+                      'milliseconds',
+                      locale
+                    )}
                   </span>
                   <span className='text-muted-foreground text-xs'>
                     {dayjs(announcement.publishDate).format(
diff --git a/web/src/features/system-settings/general/__tests__/pre-consume-settings.test.tsx b/web/src/features/system-settings/general/__tests__/pre-consume-settings.test.tsx
new file mode 100644
index 0000000..bd30b64
--- /dev/null
+++ b/web/src/features/system-settings/general/__tests__/pre-consume-settings.test.tsx
@@ -0,0 +1,147 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { QueryClient, QueryClientProvider } from '@tanstack/react-query'
+import {
+  createMemoryHistory,
+  createRootRoute,
+  createRouter,
+  RouterProvider,
+} from '@tanstack/react-router'
+import { fireEvent, render, screen, waitFor } from '@testing-library/react'
+import userEvent from '@testing-library/user-event'
+import { useState } from 'react'
+import { beforeEach, expect, test, vi } from 'vitest'
+
+import { api } from '@/lib/api'
+
+import { SettingsPageProvider } from '../../components/settings-page-context'
+import { QuotaSettingsSection } from '../quota-settings-section'
+
+function Fixture() {
+  const [container, setContainer] = useState<HTMLDivElement | null>(null)
+  return (
+    <>
+      <div ref={setContainer} />
+      <SettingsPageProvider actionsContainer={container}>
+        <QuotaSettingsSection
+          defaultValues={{
+            QuotaForNewUser: 0,
+            QuotaForInviter: 0,
+            QuotaForInvitee: 0,
+            TopUpLink: '',
+            quota_setting: {
+              enable_free_model_pre_consume: true,
+              trust_quota_usd: 10,
+              pre_consume_multiplier: 1,
+            },
+          }}
+        />
+      </SettingsPageProvider>
+    </>
+  )
+}
+
+async function renderSettings() {
+  const client = new QueryClient({
+    defaultOptions: { queries: { retry: false }, mutations: { retry: false } },
+  })
+  const router = createRouter({
+    routeTree: createRootRoute({ component: Fixture }),
+    history: createMemoryHistory({ initialEntries: ['/'] }),
+  })
+  render(
+    <QueryClientProvider client={client}>
+      <RouterProvider router={router} />
+    </QueryClientProvider>
+  )
+  return screen.findByRole('spinbutton', {
+    name: 'Input pre-consume multiplier',
+  })
+}
+
+beforeEach(() => {
+  vi.spyOn(api, 'put').mockResolvedValue({ data: { success: true } })
+})
+
+test.each(['0.5', '1.5', '2.5', '0.0001'])(
+  'typing multiplier %s preserves the decimal and saves its numeric value',
+  async (value) => {
+    const user = userEvent.setup()
+    const input = await renderSettings()
+    expect(input).toHaveValue(1)
+    expect(
+      screen.getByRole('spinbutton', {
+        name: 'Wallet pre-consume bypass threshold (USD)',
+      })
+    ).toHaveValue(10)
+    await user.clear(input)
+    await user.type(input, value)
+    await user.tab()
+    expect(input).toHaveValue(Number(value))
+    expect(input).toBeValid()
+    await user.click(screen.getByRole('button', { name: 'Save Changes' }))
+    await waitFor(() =>
+      expect(api.put).toHaveBeenCalledWith('/api/option/', {
+        key: 'quota_setting.pre_consume_multiplier',
+        value: Number(value),
+      })
+    )
+  }
+)
+
+test.each(['0', '-0.5', ''])(
+  'invalid multiplier "%s" shows a field error and prevents saving',
+  async (value) => {
+    const input = await renderSettings()
+    fireEvent.change(input, { target: { value } })
+    fireEvent.click(screen.getByRole('button', { name: 'Save Changes' }))
+    await waitFor(() => expect(input).toHaveAttribute('aria-invalid', 'true'))
+    expect(screen.getByText('Must be greater than 0')).toBeInTheDocument()
+    expect(api.put).not.toHaveBeenCalled()
+  }
+)
+
+test('zero threshold disables bypass and saves as zero', async () => {
+  await renderSettings()
+  const input = screen.getByRole('spinbutton', {
+    name: 'Wallet pre-consume bypass threshold (USD)',
+  })
+  fireEvent.change(input, { target: { value: '0' } })
+  fireEvent.click(screen.getByRole('button', { name: 'Save Changes' }))
+  await waitFor(() =>
+    expect(api.put).toHaveBeenCalledWith('/api/option/', {
+      key: 'quota_setting.trust_quota_usd',
+      value: 0,
+    })
+  )
+})
+
+test.each(['', '-1'])(
+  'invalid threshold "%s" prevents saving',
+  async (value) => {
+    await renderSettings()
+    const input = screen.getByRole('spinbutton', {
+      name: 'Wallet pre-consume bypass threshold (USD)',
+    })
+    fireEvent.change(input, { target: { value } })
+    fireEvent.click(screen.getByRole('button', { name: 'Save Changes' }))
+    await waitFor(() => expect(input).toHaveAttribute('aria-invalid', 'true'))
+    expect(api.put).not.toHaveBeenCalled()
+  }
+)
diff --git a/web/src/features/system-settings/general/quota-settings-section.tsx b/web/src/features/system-settings/general/quota-settings-section.tsx
index b72838a..f6341de 100644
--- a/web/src/features/system-settings/general/quota-settings-section.tsx
+++ b/web/src/features/system-settings/general/quota-settings-section.tsx
@@ -17,6 +17,7 @@ along with this program. If not, see <https://www.gnu.org/licenses/>.
 For commercial licensing, please contact support@quantumnous.com
 */
 import { zodResolver } from '@hookform/resolvers/zod'
+import i18next from 'i18next'
 import type { ChangeEvent } from 'react'
 import type { Resolver } from 'react-hook-form'
 import { useTranslation } from 'react-i18next'
@@ -52,15 +53,22 @@ import { useUpdateOption } from '../hooks/use-update-option'
 
 const quotaSchema = z.object({
   QuotaForNewUser: z.coerce.number().min(0),
-  PreConsumedQuota: z.coerce.number().min(0),
   QuotaForInviter: z.coerce.number().min(0),
   QuotaForInvitee: z.coerce.number().min(0),
   TopUpLink: z.string(),
-  general_setting: z.object({
-    docs_link: z.string(),
-  }),
   quota_setting: z.object({
     enable_free_model_pre_consume: z.boolean(),
+    trust_quota_usd: z.preprocess(
+      (value) => (value === '' ? undefined : value),
+      z.coerce
+        .number({ error: () => i18next.t('Please enter a valid number') })
+        .min(0, {
+          error: () => i18next.t('Must be greater than or equal to 0'),
+        })
+    ),
+    pre_consume_multiplier: z.coerce
+      .number({ error: () => i18next.t('Please enter a valid number') })
+      .positive({ error: () => i18next.t('Must be greater than 0') }),
   }),
 })
 
@@ -160,22 +168,56 @@ export function QuotaSettingsSection({
 
             <FormField
               control={form.control}
-              name='PreConsumedQuota'
+              name='quota_setting.trust_quota_usd'
               render={({ field }) => (
                 <FormItem>
-                  <FormLabel>{t('Pre-Consumed Quota')}</FormLabel>
+                  <FormLabel>
+                    {t('Wallet pre-consume bypass threshold (USD)')}
+                  </FormLabel>
                   <FormControl>
                     <Input
                       type='number'
+                      min={0}
+                      step='any'
                       value={field.value ?? ''}
-                      onChange={handleNumberChange(field.onChange)}
+                      onChange={field.onChange}
                       name={field.name}
                       onBlur={field.onBlur}
                       ref={field.ref}
                     />
                   </FormControl>
                   <FormDescription>
-                    {t('Quota consumed before charging users')}
+                    {t(
+                      'Skip pre-consumption when the wallet balance and limited API key balance both exceed this amount. Set to 0 to always pre-consume. Subscriptions and asynchronous tasks always reserve quota.'
+                    )}
+                  </FormDescription>
+                  <FormMessage />
+                </FormItem>
+              )}
+            />
+
+            <FormField
+              control={form.control}
+              name='quota_setting.pre_consume_multiplier'
+              render={({ field }) => (
+                <FormItem>
+                  <FormLabel>{t('Input pre-consume multiplier')}</FormLabel>
+                  <FormControl>
+                    <Input
+                      type='number'
+                      min={0}
+                      step='any'
+                      value={field.value ?? ''}
+                      onChange={field.onChange}
+                      name={field.name}
+                      onBlur={field.onBlur}
+                      ref={field.ref}
+                    />
+                  </FormControl>
+                  <FormDescription>
+                    {t(
+                      'Reserve the estimated input cost multiplied by this value, without estimating output tokens. Defaults to 1; positive decimals such as 0.5 and 1.5 are supported. Final charges use actual usage. Per-request and task prices are unaffected.'
+                    )}
                   </FormDescription>
                   <FormMessage />
                 </FormItem>
@@ -282,26 +324,6 @@ export function QuotaSettingsSection({
                 </FormItem>
               )}
             />
-
-            <FormField
-              control={form.control}
-              name='general_setting.docs_link'
-              render={({ field }) => (
-                <FormItem>
-                  <FormLabel>{t('Documentation Link')}</FormLabel>
-                  <FormControl>
-                    <Input
-                      placeholder={t('https://docs.example.com')}
-                      {...field}
-                    />
-                  </FormControl>
-                  <FormDescription>
-                    {t('Link to your documentation site')}
-                  </FormDescription>
-                  <FormMessage />
-                </FormItem>
-              )}
-            />
           </SettingsFormGrid>
         </SettingsForm>
       </Form>
diff --git a/web/src/features/system-settings/general/system-info-section.tsx b/web/src/features/system-settings/general/system-info-section.tsx
index 3758b36..f0b2187 100644
--- a/web/src/features/system-settings/general/system-info-section.tsx
+++ b/web/src/features/system-settings/general/system-info-section.tsx
@@ -54,6 +54,9 @@ const _systemInfoSchema = z.object({
   Footer: z.string().optional(),
   About: z.string().optional(),
   HomePageContent: z.string().optional(),
+  general_setting: z.object({
+    docs_link: z.string(),
+  }),
   legal: z.object({
     user_agreement: z.string().optional(),
     privacy_policy: z.string().optional(),
@@ -83,6 +86,9 @@ export function SystemInfoSection({ defaultValues }: SystemInfoSectionProps) {
     Footer: normalizeValue(defaultValues.Footer),
     About: normalizeValue(defaultValues.About),
     HomePageContent: normalizeValue(defaultValues.HomePageContent),
+    general_setting: {
+      docs_link: normalizeValue(defaultValues.general_setting?.docs_link),
+    },
     legal: {
       user_agreement: normalizeValue(defaultValues.legal?.user_agreement),
       privacy_policy: normalizeValue(defaultValues.legal?.privacy_policy),
@@ -104,6 +110,9 @@ export function SystemInfoSection({ defaultValues }: SystemInfoSectionProps) {
     Footer: z.string().optional(),
     About: z.string().optional(),
     HomePageContent: z.string().optional(),
+    general_setting: z.object({
+      docs_link: z.string(),
+    }),
     legal: z.object({
       user_agreement: z.string().optional(),
       privacy_policy: z.string().optional(),
@@ -225,6 +234,26 @@ export function SystemInfoSection({ defaultValues }: SystemInfoSectionProps) {
                 )}
               />
 
+              <FormField
+                control={form.control}
+                name='general_setting.docs_link'
+                render={({ field }) => (
+                  <FormItem>
+                    <FormLabel>{t('Documentation Link')}</FormLabel>
+                    <FormControl>
+                      <Input
+                        placeholder={t('https://docs.example.com')}
+                        {...field}
+                      />
+                    </FormControl>
+                    <FormDescription>
+                      {t('Link to your documentation site')}
+                    </FormDescription>
+                    <FormMessage />
+                  </FormItem>
+                )}
+              />
+
               <FormField
                 control={form.control}
                 name='Footer'
diff --git a/web/src/features/system-settings/hooks/use-update-option.ts b/web/src/features/system-settings/hooks/use-update-option.ts
index 7deb492..3c93a29 100644
--- a/web/src/features/system-settings/hooks/use-update-option.ts
+++ b/web/src/features/system-settings/hooks/use-update-option.ts
@@ -32,6 +32,8 @@ const STATUS_RELATED_KEYS = new Set([
   'SidebarModulesAdmin',
   'Notice',
   'LogConsumeEnabled',
+  'log_setting.user_export_enabled',
+  'log_setting.max_range_days',
   'QuotaPerUnit',
   'USDExchangeRate',
   'DisplayInCurrencyEnabled',
@@ -45,6 +47,8 @@ const STATUS_RELATED_KEYS = new Set([
   'passkey.rp_id',
   'passkey.legacy_rp_ids',
   'passkey.origins',
+  'QuotaRemindEnabled',
+  'QuotaRemindThreshold',
 ])
 
 export function useUpdateOption() {
diff --git a/web/src/features/system-settings/integrations/__tests__/email-notifications.test.tsx b/web/src/features/system-settings/integrations/__tests__/email-notifications.test.tsx
new file mode 100644
index 0000000..db5f22a
--- /dev/null
+++ b/web/src/features/system-settings/integrations/__tests__/email-notifications.test.tsx
@@ -0,0 +1,125 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { QueryClient, QueryClientProvider } from '@tanstack/react-query'
+import { render, screen, waitFor } from '@testing-library/react'
+import userEvent from '@testing-library/user-event'
+import { useState } from 'react'
+import { afterEach, beforeEach, expect, test, vi } from 'vitest'
+
+import { api } from '@/lib/api'
+
+import { SettingsPageProvider } from '../../components/settings-page-context'
+import { EmailSettingsSection } from '../email-settings-section'
+
+function Fixture() {
+  const [container, setContainer] = useState<HTMLDivElement | null>(null)
+  return (
+    <>
+      <div ref={setContainer} />
+      <SettingsPageProvider actionsContainer={container}>
+        <EmailSettingsSection
+          defaultValues={{
+            SMTPServer: 'smtp.example.com',
+            SMTPPort: '587',
+            SMTPAccount: 'noreply@example.com',
+            SMTPFrom: '',
+            SMTPToken: '',
+            SMTPSSLEnabled: false,
+            SMTPStartTLSEnabled: true,
+            SMTPInsecureSkipVerify: false,
+            SMTPForceAuthLogin: false,
+            QuotaRemindEnabled: true,
+            QuotaRemindThreshold: '1000',
+          }}
+        />
+      </SettingsPageProvider>
+    </>
+  )
+}
+
+function renderSettings() {
+  const client = new QueryClient({
+    defaultOptions: { queries: { retry: false }, mutations: { retry: false } },
+  })
+  render(
+    <QueryClientProvider client={client}>
+      <Fixture />
+    </QueryClientProvider>
+  )
+}
+
+beforeEach(() => {
+  vi.spyOn(api, 'put').mockResolvedValue({ data: { success: true } })
+})
+
+afterEach(() => vi.restoreAllMocks())
+
+test('the default threshold shows as an amount and is not saved again when only SMTP changes', async () => {
+  const user = userEvent.setup()
+  renderSettings()
+  expect(
+    screen.getByRole('spinbutton', { name: 'Default reminder threshold (USD)' })
+  ).toHaveValue(0.002)
+  await user.click(screen.getByRole('switch', { name: 'Force AUTH LOGIN' }))
+  await user.click(screen.getByRole('button', { name: 'Save Changes' }))
+  await waitFor(() =>
+    expect(api.put).toHaveBeenCalledWith('/api/option/', {
+      key: 'SMTPForceAuthLogin',
+      value: true,
+    })
+  )
+  expect(api.put).toHaveBeenCalledTimes(1)
+})
+
+test('an edited default threshold is saved in quota units', async () => {
+  const user = userEvent.setup()
+  renderSettings()
+  const input = screen.getByRole('spinbutton', {
+    name: 'Default reminder threshold (USD)',
+  })
+  await user.clear(input)
+  await user.type(input, '1')
+  await user.click(screen.getByRole('button', { name: 'Save Changes' }))
+  await waitFor(() =>
+    expect(api.put).toHaveBeenCalledWith('/api/option/', {
+      key: 'QuotaRemindThreshold',
+      value: '500000',
+    })
+  )
+  expect(api.put).toHaveBeenCalledTimes(1)
+})
+
+test('turning the reminder off hides the default threshold and saves the switch', async () => {
+  const user = userEvent.setup()
+  renderSettings()
+  await user.click(screen.getByRole('switch', { name: 'Low balance reminder' }))
+  expect(
+    screen.queryByRole('spinbutton', {
+      name: 'Default reminder threshold (USD)',
+    })
+  ).not.toBeInTheDocument()
+  await user.click(screen.getByRole('button', { name: 'Save Changes' }))
+  await waitFor(() =>
+    expect(api.put).toHaveBeenCalledWith('/api/option/', {
+      key: 'QuotaRemindEnabled',
+      value: false,
+    })
+  )
+  expect(api.put).toHaveBeenCalledTimes(1)
+})
diff --git a/web/src/features/system-settings/integrations/email-settings-section.tsx b/web/src/features/system-settings/integrations/email-settings-section.tsx
index 67cb1e2..7fffb3d 100644
--- a/web/src/features/system-settings/integrations/email-settings-section.tsx
+++ b/web/src/features/system-settings/integrations/email-settings-section.tsx
@@ -17,6 +17,7 @@ along with this program. If not, see <https://www.gnu.org/licenses/>.
 For commercial licensing, please contact support@quantumnous.com
 */
 import { zodResolver } from '@hookform/resolvers/zod'
+import { useMemo } from 'react'
 import { useForm } from 'react-hook-form'
 import { useTranslation } from 'react-i18next'
 import * as z from 'zod'
@@ -34,8 +35,12 @@ import { Input } from '@/components/ui/input'
 import { Label } from '@/components/ui/label'
 import { RadioGroup, RadioGroupItem } from '@/components/ui/radio-group'
 import { Switch } from '@/components/ui/switch'
+import { getCurrencyDisplay, getCurrencyLabel } from '@/lib/currency'
+import { parseQuotaFromDollars, quotaUnitsToDollars } from '@/lib/format'
 
 import {
+  SettingsControlChildren,
+  SettingsControlGroup,
   SettingsForm,
   SettingsSwitchContent,
   SettingsSwitchItem,
@@ -64,11 +69,19 @@ const createEmailSchema = (t: (key: string) => string) =>
     SMTPStartTLSEnabled: z.boolean(),
     SMTPInsecureSkipVerify: z.boolean(),
     SMTPForceAuthLogin: z.boolean(),
+    QuotaRemindEnabled: z.boolean(),
+    // Entered as a display amount; stored in quota units.
+    QuotaRemindThreshold: z.string().refine((value) => {
+      const trimmed = value.trim()
+      if (!trimmed) return true
+      return Number.isFinite(Number(trimmed)) && Number(trimmed) >= 0
+    }, t('Must be greater than or equal to 0')),
   })
 
 type EmailFormValues = z.infer<ReturnType<typeof createEmailSchema>>
 
 type EmailSettingsSectionProps = {
+  /** Option values as stored; QuotaRemindThreshold is in quota units */
   defaultValues: EmailFormValues
 }
 
@@ -90,12 +103,27 @@ export function EmailSettingsSection({
   const updateOption = useUpdateOption()
   const emailSchema = createEmailSchema(t)
 
+  // The form edits the threshold as a display amount. Comparing amounts on
+  // save leaves a threshold nobody edited untouched.
+  const formDefaults = useMemo(
+    () => ({
+      ...defaultValues,
+      QuotaRemindThreshold: String(
+        quotaUnitsToDollars(Number(defaultValues.QuotaRemindThreshold) || 0)
+      ),
+    }),
+    [defaultValues]
+  )
+
   const form = useForm<EmailFormValues>({
     resolver: zodResolver(emailSchema),
-    defaultValues,
+    defaultValues: formDefaults,
   })
 
-  useResetForm(form, defaultValues)
+  useResetForm(form, formDefaults)
+
+  const quotaRemindEnabled = form.watch('QuotaRemindEnabled')
+  const tokensOnly = getCurrencyDisplay().meta.kind === 'tokens'
 
   const onSubmit = async (values: EmailFormValues) => {
     const securityMode = getSmtpSecurityMode(values)
@@ -173,19 +201,33 @@ export function EmailSettingsSection({
       })
     }
 
+    if (values.QuotaRemindEnabled !== defaultValues.QuotaRemindEnabled) {
+      updates.push({
+        key: 'QuotaRemindEnabled',
+        value: values.QuotaRemindEnabled,
+      })
+    }
+
+    const threshold = values.QuotaRemindThreshold.trim()
+    if (threshold !== formDefaults.QuotaRemindThreshold) {
+      updates.push({
+        key: 'QuotaRemindThreshold',
+        value: String(parseQuotaFromDollars(Number(threshold || 0))),
+      })
+    }
+
     for (const update of updates) {
       await updateOption.mutateAsync(update)
     }
   }
 
   return (
-    <SettingsSection title={t('SMTP Email')}>
+    <SettingsSection title={t('Email & Notifications')}>
       <Form {...form}>
         <SettingsForm onSubmit={form.handleSubmit(onSubmit)} autoComplete='off'>
           <SettingsPageFormActions
             onSave={form.handleSubmit(onSubmit)}
             isSaving={updateOption.isPending}
-            saveLabel='Save SMTP settings'
           />
           <FormField
             control={form.control}
@@ -405,6 +447,60 @@ export function EmailSettingsSection({
               </FormItem>
             )}
           />
+
+          <SettingsControlGroup>
+            <FormField
+              control={form.control}
+              name='QuotaRemindEnabled'
+              render={({ field }) => (
+                <SettingsSwitchItem>
+                  <SettingsSwitchContent>
+                    <FormLabel>{t('Low balance reminder')}</FormLabel>
+                    <FormDescription>
+                      {t(
+                        'Remind users through their chosen notification method when their balance drops below the threshold'
+                      )}
+                    </FormDescription>
+                  </SettingsSwitchContent>
+                  <FormControl>
+                    <Switch
+                      checked={field.value}
+                      onCheckedChange={field.onChange}
+                    />
+                  </FormControl>
+                </SettingsSwitchItem>
+              )}
+            />
+
+            {quotaRemindEnabled && (
+              <SettingsControlChildren>
+                <FormField
+                  control={form.control}
+                  name='QuotaRemindThreshold'
+                  render={({ field }) => (
+                    <FormItem>
+                      <FormLabel>
+                        {t('Default reminder threshold')} ({getCurrencyLabel()})
+                      </FormLabel>
+                      <FormControl>
+                        <Input
+                          autoComplete='off'
+                          type='number'
+                          min={0}
+                          step={tokensOnly ? 1 : 0.000001}
+                          {...field}
+                          onChange={(event) =>
+                            field.onChange(event.target.value)
+                          }
+                        />
+                      </FormControl>
+                      <FormMessage />
+                    </FormItem>
+                  )}
+                />
+              </SettingsControlChildren>
+            )}
+          </SettingsControlGroup>
         </SettingsForm>
       </Form>
     </SettingsSection>
diff --git a/web/src/features/system-settings/integrations/monitoring-settings-section.tsx b/web/src/features/system-settings/integrations/monitoring-settings-section.tsx
index 5805cac..a434729 100644
--- a/web/src/features/system-settings/integrations/monitoring-settings-section.tsx
+++ b/web/src/features/system-settings/integrations/monitoring-settings-section.tsx
@@ -54,14 +54,7 @@ import { useResetForm } from '../hooks/use-reset-form'
 import { useUpdateOption } from '../hooks/use-update-option'
 import { safeNumberFieldProps } from '../utils/numeric-field'
 
-const numericString = z.string().refine((value) => {
-  const trimmed = value.trim()
-  if (!trimmed) return true
-  return !Number.isNaN(Number(trimmed)) && Number(trimmed) >= 0
-}, 'Enter a non-negative number or leave empty')
-
 const monitoringSchema = z.object({
-  QuotaRemindThreshold: numericString,
   perf_metrics_setting: z.object({
     enabled: z.boolean(),
     flush_interval: z.coerce.number().min(1),
@@ -74,7 +67,6 @@ type MonitoringFormInput = z.input<typeof monitoringSchema>
 type MonitoringFormValues = z.output<typeof monitoringSchema>
 
 type FlatMonitoringDefaults = {
-  QuotaRemindThreshold: string
   'perf_metrics_setting.enabled': boolean
   'perf_metrics_setting.flush_interval': number
   'perf_metrics_setting.bucket_time': 'minute' | '5min' | 'hour'
@@ -88,7 +80,6 @@ type MonitoringSettingsSectionProps = {
 const buildFormDefaults = (
   defaults: MonitoringSettingsSectionProps['defaultValues']
 ): MonitoringFormInput => ({
-  QuotaRemindThreshold: defaults.QuotaRemindThreshold ?? '',
   perf_metrics_setting: {
     enabled: defaults['perf_metrics_setting.enabled'],
     flush_interval: defaults['perf_metrics_setting.flush_interval'],
@@ -100,7 +91,6 @@ const buildFormDefaults = (
 const normalizeDefaults = (
   defaults: MonitoringSettingsSectionProps['defaultValues']
 ): FlatMonitoringDefaults => ({
-  QuotaRemindThreshold: (defaults.QuotaRemindThreshold ?? '').trim(),
   'perf_metrics_setting.enabled': defaults['perf_metrics_setting.enabled'],
   'perf_metrics_setting.flush_interval':
     defaults['perf_metrics_setting.flush_interval'],
@@ -113,7 +103,6 @@ const normalizeDefaults = (
 const normalizeFormValues = (
   values: MonitoringFormValues
 ): FlatMonitoringDefaults => ({
-  QuotaRemindThreshold: values.QuotaRemindThreshold.trim(),
   'perf_metrics_setting.enabled': values.perf_metrics_setting.enabled,
   'perf_metrics_setting.flush_interval':
     values.perf_metrics_setting.flush_interval,
@@ -179,44 +168,18 @@ export function MonitoringSettingsSection({
   }
 
   return (
-    <SettingsSection title={t('Monitoring & Alerts')}>
+    <SettingsSection title={t('Model performance metrics')}>
       <Form {...form}>
         <SettingsForm onSubmit={form.handleSubmit(onSubmit)}>
           <SettingsPageFormActions
             onSave={form.handleSubmit(onSubmit)}
             isSaving={updateOption.isPending}
           />
-          <FormField
-            control={form.control}
-            name='QuotaRemindThreshold'
-            render={({ field }) => (
-              <FormItem>
-                <FormLabel>{t('Quota reminder (tokens)')}</FormLabel>
-                <FormControl>
-                  <Input
-                    type='number'
-                    min={0}
-                    step={1}
-                    value={field.value}
-                    onChange={(event) => field.onChange(event.target.value)}
-                  />
-                </FormControl>
-                <FormDescription>
-                  {t('Send email alerts when a user falls below this quota')}
-                </FormDescription>
-                <FormMessage />
-              </FormItem>
+          <p className='text-muted-foreground text-xs'>
+            {t(
+              'Collect relay latency and success-rate metrics for the model square.'
             )}
-          />
-
-          <div>
-            <h4 className='font-medium'>{t('Model performance metrics')}</h4>
-            <p className='text-muted-foreground mt-1 text-xs'>
-              {t(
-                'Collect relay latency and success-rate metrics for the model square.'
-              )}
-            </p>
-          </div>
+          </p>
 
           <div className='grid grid-cols-1 gap-4 md:grid-cols-4'>
             <FormField
diff --git a/web/src/features/system-settings/integrations/payment-settings-section.tsx b/web/src/features/system-settings/integrations/payment-settings-section.tsx
index 4b048cd..3e07582 100644
--- a/web/src/features/system-settings/integrations/payment-settings-section.tsx
+++ b/web/src/features/system-settings/integrations/payment-settings-section.tsx
@@ -46,6 +46,7 @@ import {
 import { Input } from '@/components/ui/input'
 import { Switch } from '@/components/ui/switch'
 import { Tabs, TabsContent, TabsList, TabsTrigger } from '@/components/ui/tabs'
+import { getPaymentErrorTranslation } from '@/features/wallet/lib/payment'
 import { handleServerError } from '@/lib/handle-server-error'
 import { cn } from '@/lib/utils'
 
@@ -758,7 +759,9 @@ export function PaymentSettingsSection({
         return
       }
 
-      const reason = typeof body?.data === 'string' ? body.data : undefined
+      const reason =
+        getPaymentErrorTranslation(body) ??
+        (typeof body?.data === 'string' ? body.data : undefined)
       handleServerError(body, undefined, {
         title: reason
           ? `${t('Waffo Pancake save failed')}: ${reason}`
diff --git a/web/src/features/system-settings/integrations/waffo-pancake-settings-section.tsx b/web/src/features/system-settings/integrations/waffo-pancake-settings-section.tsx
index 169aac0..901316d 100644
--- a/web/src/features/system-settings/integrations/waffo-pancake-settings-section.tsx
+++ b/web/src/features/system-settings/integrations/waffo-pancake-settings-section.tsx
@@ -26,6 +26,7 @@ import { Combobox } from '@/components/ui/combobox'
 import { Input } from '@/components/ui/input'
 import { Label } from '@/components/ui/label'
 import { Textarea } from '@/components/ui/textarea'
+import { getPaymentErrorTranslation } from '@/features/wallet/lib/payment'
 import { handleServerError } from '@/lib/handle-server-error'
 
 import { removeTrailingSlash } from './utils'
@@ -159,7 +160,9 @@ export function WaffoPancakeSettingsSection({
         ) {
           stores = (body.data as { stores: CatalogStore[] }).stores ?? []
         } else {
-          const reason = typeof body?.data === 'string' ? body.data : undefined
+          const reason =
+            getPaymentErrorTranslation(body) ??
+            (typeof body?.data === 'string' ? body.data : undefined)
           handleServerError(body, undefined, {
             title: reason
               ? `${t('Credentials verification failed')}: ${reason}`
@@ -323,6 +326,7 @@ export function WaffoPancakeSettingsSection({
       }
       const reason =
         errData?.error ??
+        getPaymentErrorTranslation(body) ??
         (typeof body?.data === 'string' ? body.data : undefined)
       handleServerError(body, undefined, {
         title: reason
diff --git a/web/src/features/system-settings/maintenance/__tests__/log-settings.test.tsx b/web/src/features/system-settings/maintenance/__tests__/log-settings.test.tsx
new file mode 100644
index 0000000..43c69fa
--- /dev/null
+++ b/web/src/features/system-settings/maintenance/__tests__/log-settings.test.tsx
@@ -0,0 +1,184 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { QueryClient, QueryClientProvider } from '@tanstack/react-query'
+import {
+  fireEvent,
+  render,
+  screen,
+  waitFor,
+  within,
+} from '@testing-library/react'
+import userEvent from '@testing-library/user-event'
+import { useState } from 'react'
+import { beforeEach, expect, test, vi } from 'vitest'
+
+import { api } from '@/lib/api'
+
+import { SettingsPageProvider } from '../../components/settings-page-context'
+import { LogSettingsSection } from '../log-settings-section'
+
+function Fixture() {
+  const [container, setContainer] = useState<HTMLDivElement | null>(null)
+  return (
+    <>
+      <div ref={setContainer} />
+      <SettingsPageProvider actionsContainer={container}>
+        <LogSettingsSection
+          defaultValues={{
+            LogConsumeEnabled: true,
+            'log_setting.user_export_enabled': true,
+            'log_setting.max_range_days': 30,
+          }}
+        />
+      </SettingsPageProvider>
+    </>
+  )
+}
+
+async function renderSettings() {
+  const client = new QueryClient({
+    defaultOptions: { queries: { retry: false }, mutations: { retry: false } },
+  })
+  render(
+    <QueryClientProvider client={client}>
+      <Fixture />
+    </QueryClientProvider>
+  )
+  return screen.findByRole('spinbutton', {
+    name: 'Longest log time range (days)',
+  })
+}
+
+beforeEach(() => {
+  vi.spyOn(api, 'get').mockImplementation(async (url) => ({
+    data: {
+      success: true,
+      data:
+        url === '/api/performance/logs'
+          ? { enabled: true, log_dir: '/var/log/new-api', file_count: 3 }
+          : null,
+    },
+  }))
+  vi.spyOn(api, 'put').mockResolvedValue({ data: { success: true } })
+})
+
+test('the page shows the four log modules in order, each with its own controls', async () => {
+  await renderSettings()
+
+  expect(
+    screen.getAllByRole('heading', { level: 4 }).map((h) => h.textContent)
+  ).toEqual([
+    'Log recording',
+    'Log search and export',
+    'Clean history logs',
+    'Server Log Management',
+  ])
+  const recording = screen.getByRole('group', { name: 'Log recording' })
+  expect(within(recording).getAllByRole('switch')).toHaveLength(1)
+  expect(
+    within(recording).getByRole('switch', { name: 'Record quota usage' })
+  ).toBeVisible()
+  const search = screen.getByRole('group', { name: 'Log search and export' })
+  expect(
+    within(search).getByRole('switch', { name: 'Allow users to export logs' })
+  ).toBeVisible()
+  expect(
+    within(search).getByRole('spinbutton', {
+      name: 'Longest log time range (days)',
+    })
+  ).toBeVisible()
+  const cleanup = screen.getByRole('group', { name: 'Clean history logs' })
+  expect(
+    within(cleanup).getByRole('button', { name: 'Clean logs' })
+  ).toBeVisible()
+  const server = screen.getByRole('group', { name: 'Server Log Management' })
+  expect(
+    await within(server).findByRole('button', { name: 'Clean Up Log Files' })
+  ).toBeVisible()
+})
+
+test('confirming a history cleanup starts the task and shows its progress in that module', async () => {
+  const user = userEvent.setup()
+  vi.spyOn(api, 'post').mockResolvedValue({
+    data: {
+      success: true,
+      data: {
+        task_id: 'systask_1',
+        status: 'running',
+        state: { total: 40, processed: 10, progress: 25, remaining: 30 },
+      },
+    },
+  })
+  await renderSettings()
+  const cleanup = screen.getByRole('group', { name: 'Clean history logs' })
+
+  await user.click(within(cleanup).getByRole('button', { name: 'Clean logs' }))
+  await user.click(
+    within(await screen.findByRole('alertdialog')).getByRole('button', {
+      name: 'Delete logs',
+    })
+  )
+
+  await waitFor(() =>
+    expect(api.post).toHaveBeenCalledWith(
+      '/api/system-task/log-cleanup',
+      null,
+      { params: { target_timestamp: expect.any(Number) } }
+    )
+  )
+  expect(
+    await within(cleanup).findByText('10 of 40 log entries processed.')
+  ).toBeVisible()
+  expect(
+    within(cleanup).getByRole('button', { name: 'Cleaning...' })
+  ).toBeDisabled()
+})
+
+test('saving sends only the log export settings that changed', async () => {
+  const user = userEvent.setup()
+  const days = await renderSettings()
+  expect(days).toHaveValue(30)
+
+  await user.click(
+    screen.getByRole('switch', { name: 'Allow users to export logs' })
+  )
+  fireEvent.change(days, { target: { value: '90' } })
+  await user.click(screen.getByRole('button', { name: 'Save log settings' }))
+
+  await waitFor(() => expect(api.put).toHaveBeenCalledTimes(2))
+  expect(api.put).toHaveBeenCalledWith('/api/option/', {
+    key: 'log_setting.user_export_enabled',
+    value: false,
+  })
+  expect(api.put).toHaveBeenCalledWith('/api/option/', {
+    key: 'log_setting.max_range_days',
+    value: 90,
+  })
+})
+
+test('a time range under one day shows a field error and is not saved', async () => {
+  const user = userEvent.setup()
+  const days = await renderSettings()
+
+  fireEvent.change(days, { target: { value: '0' } })
+  await user.click(screen.getByRole('button', { name: 'Save log settings' }))
+
+  await waitFor(() => expect(days).toHaveAttribute('aria-invalid', 'true'))
+  expect(api.put).not.toHaveBeenCalled()
+})
diff --git a/web/src/features/system-settings/maintenance/history-log-cleanup.tsx b/web/src/features/system-settings/maintenance/history-log-cleanup.tsx
new file mode 100644
index 0000000..33f2936
--- /dev/null
+++ b/web/src/features/system-settings/maintenance/history-log-cleanup.tsx
@@ -0,0 +1,295 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { useEffect, useId, useMemo, useState } from 'react'
+import { useTranslation } from 'react-i18next'
+import { toast } from 'sonner'
+
+import { DateTimePicker } from '@/components/datetime-picker'
+import {
+  AlertDialog,
+  AlertDialogAction,
+  AlertDialogCancel,
+  AlertDialogContent,
+  AlertDialogDescription,
+  AlertDialogFooter,
+  AlertDialogHeader,
+  AlertDialogTitle,
+} from '@/components/ui/alert-dialog'
+import { Button } from '@/components/ui/button'
+import { Progress } from '@/components/ui/progress'
+import { formatTimestampToDate } from '@/lib/format'
+import { handleServerError } from '@/lib/handle-server-error'
+import { createServerError } from '@/lib/server-error-message'
+
+import {
+  getCurrentLogCleanupTask,
+  getSystemTask,
+  startLogCleanupTask,
+} from '../api'
+import type { LogCleanupTask } from '../types'
+
+const HOURS_IN_DAY = 24
+
+const getDateHoursAgo = (hours: number) => {
+  const date = new Date()
+  date.setHours(date.getHours() - hours)
+  return date
+}
+
+const getDateDaysAgo = (days: number) => getDateHoursAgo(days * HOURS_IN_DAY)
+
+const quickSelectOptions = [
+  {
+    label: '24 hours ago',
+    getValue: () => getDateHoursAgo(24),
+  },
+  {
+    label: '7 days ago',
+    getValue: () => getDateDaysAgo(7),
+  },
+  {
+    label: '30 days ago',
+    getValue: () => getDateDaysAgo(30),
+  },
+]
+
+function isActiveLogCleanupTask(task: LogCleanupTask | null) {
+  return task?.status === 'pending' || task?.status === 'running'
+}
+
+/**
+ * The history log module of the log maintenance page. It deletes the logs
+ * created before a chosen time as a background task and shows its progress.
+ */
+export function HistoryLogCleanup() {
+  const { t } = useTranslation()
+  const titleId = useId()
+  const [purgeDate, setPurgeDate] = useState<Date | undefined>(() =>
+    getDateDaysAgo(30)
+  )
+  const [isStartingLogCleanup, setIsStartingLogCleanup] = useState(false)
+  const [logCleanupTask, setLogCleanupTask] = useState<LogCleanupTask | null>(
+    null
+  )
+  const [showConfirmDialog, setShowConfirmDialog] = useState(false)
+
+  useEffect(() => {
+    let cancelled = false
+
+    async function fetchCurrentLogCleanupTask() {
+      try {
+        const res = await getCurrentLogCleanupTask()
+        if (!cancelled && res.success && res.data) {
+          setLogCleanupTask(res.data)
+        }
+      } catch {
+        /* ignore */
+      }
+    }
+
+    fetchCurrentLogCleanupTask()
+
+    return () => {
+      cancelled = true
+    }
+  }, [])
+
+  const purgeTimestamp = useMemo(() => {
+    if (!purgeDate) return null
+    return Math.floor(purgeDate.getTime() / 1000)
+  }, [purgeDate])
+
+  const formattedPurgeDate = useMemo(() => {
+    if (!purgeDate) return ''
+    return formatTimestampToDate(purgeDate.getTime(), 'milliseconds')
+  }, [purgeDate])
+
+  const logCleanupActive = isActiveLogCleanupTask(logCleanupTask)
+  const logCleanupState = logCleanupTask?.state
+  const logCleanupProgress = Math.min(
+    100,
+    Math.max(0, logCleanupState?.progress ?? 0)
+  )
+  const logCleanupProcessed = logCleanupState?.processed ?? 0
+  const logCleanupTotal = logCleanupState?.total ?? 0
+  const logCleanupTaskId = logCleanupTask?.task_id
+
+  useEffect(() => {
+    if (!logCleanupTaskId || !logCleanupActive) return
+
+    let cancelled = false
+    const interval = window.setInterval(async () => {
+      try {
+        const res = await getSystemTask(logCleanupTaskId)
+        if (cancelled || !res.success || !res.data) return
+
+        setLogCleanupTask(res.data)
+        if (!isActiveLogCleanupTask(res.data)) {
+          if (res.data.status === 'succeeded') {
+            const count =
+              res.data.result?.deleted_count ?? res.data.state?.processed ?? 0
+            toast.success(
+              count > 0
+                ? t('{{count}} log entries removed.', { count })
+                : t('No log entries matched the selected time.')
+            )
+          } else if (res.data.status === 'failed') {
+            handleServerError(res.data, t('Failed to clean logs'))
+          }
+        }
+      } catch {
+        /* keep polling */
+      }
+    }, 1000)
+
+    return () => {
+      cancelled = true
+      window.clearInterval(interval)
+    }
+  }, [logCleanupActive, logCleanupTaskId, t])
+
+  const handleRequestCleanLogs = () => {
+    if (!purgeTimestamp) {
+      toast.error(t('Select a timestamp before clearing logs.'))
+      return
+    }
+
+    setShowConfirmDialog(true)
+  }
+
+  const handleCleanLogs = async () => {
+    if (!purgeTimestamp) {
+      toast.error(t('Select a timestamp before clearing logs.'))
+      return
+    }
+
+    setIsStartingLogCleanup(true)
+    try {
+      const res = await startLogCleanupTask(purgeTimestamp)
+      if (!res.success) {
+        throw createServerError(res, t('Failed to clean logs'))
+      }
+      if (!res.data) {
+        throw new Error(t('Failed to clean logs'))
+      }
+      setLogCleanupTask(res.data)
+      setShowConfirmDialog(false)
+      toast.success(t('Log cleanup task started.'))
+    } catch (error) {
+      const message =
+        error instanceof Error ? error.message : t('Failed to clean logs')
+      handleServerError(error, message)
+    } finally {
+      setIsStartingLogCleanup(false)
+    }
+  }
+
+  return (
+    <div
+      role='group'
+      aria-labelledby={titleId}
+      className='flex min-w-0 flex-col gap-4'
+    >
+      <div>
+        <h4 id={titleId} className='font-medium'>
+          {t('Clean history logs')}
+        </h4>
+        <p className='text-muted-foreground mt-1 text-xs'>
+          {t('Remove all log entries created before the selected timestamp.')}
+        </p>
+      </div>
+      <DateTimePicker value={purgeDate} onChange={setPurgeDate} />
+      <div className='flex flex-wrap gap-3'>
+        {quickSelectOptions.map((option) => (
+          <Button
+            key={option.label}
+            type='button'
+            variant='outline'
+            onClick={() => setPurgeDate(option.getValue())}
+          >
+            {t(option.label)}
+          </Button>
+        ))}
+        <Button
+          type='button'
+          variant='destructive'
+          onClick={handleRequestCleanLogs}
+          disabled={isStartingLogCleanup || logCleanupActive}
+        >
+          {isStartingLogCleanup || logCleanupActive
+            ? t('Cleaning...')
+            : t('Clean logs')}
+        </Button>
+      </div>
+      {logCleanupTask && (
+        <div className='rounded-md border p-3'>
+          <div className='mb-2 flex items-center justify-between gap-3 text-sm'>
+            <span className='font-medium'>{t('Log cleanup progress')}</span>
+            <span className='text-muted-foreground tabular-nums'>
+              {logCleanupProgress}%
+            </span>
+          </div>
+          <Progress value={logCleanupProgress} />
+          <div className='text-muted-foreground mt-2 text-xs'>
+            {t('{{processed}} of {{total}} log entries processed.', {
+              processed: logCleanupProcessed,
+              total: logCleanupTotal,
+            })}
+          </div>
+          {logCleanupTask.status === 'failed' && logCleanupTask.error && (
+            <div className='text-destructive mt-2 text-xs'>
+              {logCleanupTask.error}
+            </div>
+          )}
+        </div>
+      )}
+
+      <AlertDialog open={showConfirmDialog} onOpenChange={setShowConfirmDialog}>
+        <AlertDialogContent>
+          <AlertDialogHeader>
+            <AlertDialogTitle>{t('Confirm log cleanup')}</AlertDialogTitle>
+            <AlertDialogDescription>
+              {formattedPurgeDate
+                ? t(
+                    'This will permanently remove all log entries created before {{date}}.',
+                    { date: formattedPurgeDate }
+                  )
+                : t(
+                    'This will permanently remove log entries before the selected timestamp.'
+                  )}{' '}
+              {t('This action cannot be undone.')}
+            </AlertDialogDescription>
+          </AlertDialogHeader>
+          <AlertDialogFooter>
+            <AlertDialogCancel disabled={isStartingLogCleanup}>
+              {t('Cancel')}
+            </AlertDialogCancel>
+            <AlertDialogAction
+              variant='destructive'
+              onClick={handleCleanLogs}
+              disabled={isStartingLogCleanup}
+            >
+              {isStartingLogCleanup ? t('Cleaning...') : t('Delete logs')}
+            </AlertDialogAction>
+          </AlertDialogFooter>
+        </AlertDialogContent>
+      </AlertDialog>
+    </div>
+  )
+}
diff --git a/web/src/features/system-settings/maintenance/log-settings-section.tsx b/web/src/features/system-settings/maintenance/log-settings-section.tsx
index 1f14384..de2841c 100644
--- a/web/src/features/system-settings/maintenance/log-settings-section.tsx
+++ b/web/src/features/system-settings/maintenance/log-settings-section.tsx
@@ -17,331 +17,97 @@ along with this program. If not, see <https://www.gnu.org/licenses/>.
 For commercial licensing, please contact support@quantumnous.com
 */
 import { zodResolver } from '@hookform/resolvers/zod'
-import { useCallback, useEffect, useMemo, useState } from 'react'
+import { useEffect, useId, useMemo } from 'react'
 import { useForm } from 'react-hook-form'
 import { useTranslation } from 'react-i18next'
-import { toast } from 'sonner'
 import * as z from 'zod'
 
-import { DateTimePicker } from '@/components/datetime-picker'
-import { Alert, AlertDescription } from '@/components/ui/alert'
-import {
-  AlertDialog,
-  AlertDialogAction,
-  AlertDialogCancel,
-  AlertDialogContent,
-  AlertDialogDescription,
-  AlertDialogFooter,
-  AlertDialogHeader,
-  AlertDialogTitle,
-  AlertDialogTrigger,
-} from '@/components/ui/alert-dialog'
-import { Button } from '@/components/ui/button'
 import {
   Form,
   FormControl,
   FormDescription,
   FormField,
+  FormItem,
   FormLabel,
   FormMessage,
 } from '@/components/ui/form'
 import { Input } from '@/components/ui/input'
-import { Label } from '@/components/ui/label'
-import { Progress } from '@/components/ui/progress'
-import {
-  Select,
-  SelectContent,
-  SelectGroup,
-  SelectItem,
-  SelectTrigger,
-  SelectValue,
-} from '@/components/ui/select'
 import { Separator } from '@/components/ui/separator'
 import { Switch } from '@/components/ui/switch'
-import { api } from '@/lib/api'
-import dayjs from '@/lib/dayjs'
-import { formatTimestampToDate } from '@/lib/format'
-import { handleServerError } from '@/lib/handle-server-error'
-import {
-  requireServerSuccess,
-  createServerError,
-} from '@/lib/server-error-message'
 
 import {
-  getCurrentLogCleanupTask,
-  getSystemTask,
-  startLogCleanupTask,
-} from '../api'
-import {
-  SettingsControlGroup,
   SettingsForm,
+  SettingsFormGrid,
   SettingsSwitchContent,
   SettingsSwitchItem,
 } from '../components/settings-form-layout'
 import { SettingsPageFormActions } from '../components/settings-page-context'
 import { SettingsSection } from '../components/settings-section'
 import { useUpdateOption } from '../hooks/use-update-option'
-import type { LogCleanupTask } from '../types'
+import { safeNumberFieldProps } from '../utils/numeric-field'
+import { HistoryLogCleanup } from './history-log-cleanup'
+import { ServerLogFiles } from './server-log-files'
 
 const logSettingsSchema = z.object({
   LogConsumeEnabled: z.boolean(),
+  log_setting: z.object({
+    user_export_enabled: z.boolean(),
+    max_range_days: z.number().int().min(1),
+  }),
 })
 
 type LogSettingsFormValues = z.infer<typeof logSettingsSchema>
 
 type LogSettingsSectionProps = {
-  defaultEnabled: boolean
+  defaultValues: {
+    LogConsumeEnabled: boolean
+    'log_setting.user_export_enabled': boolean
+    'log_setting.max_range_days': number
+  }
 }
 
-type ServerLogInfo = {
-  enabled: boolean
-  log_dir: string
-  file_count: number
-  total_size: number
-  oldest_time?: string
-  newest_time?: string
-}
-
-const HOURS_IN_DAY = 24
-
-function formatBytes(bytes: number, decimals = 2): string {
-  if (!bytes || Number.isNaN(bytes)) return '0 Bytes'
-  if (bytes === 0) return '0 Bytes'
-  if (bytes < 0) return `-${formatBytes(-bytes, decimals)}`
-  const k = 1024
-  const sizes = ['Bytes', 'KB', 'MB', 'GB', 'TB']
-  const i = Math.floor(Math.log(Math.abs(bytes)) / Math.log(k))
-  if (i < 0 || i >= sizes.length) return `${bytes} Bytes`
-  return `${Number.parseFloat((bytes / Math.pow(k, i)).toFixed(decimals))} ${
-    sizes[i]
-  }`
-}
-
-const getDateHoursAgo = (hours: number) => {
-  const date = new Date()
-  date.setHours(date.getHours() - hours)
-  return date
-}
-
-const getDateDaysAgo = (days: number) => getDateHoursAgo(days * HOURS_IN_DAY)
-
-const quickSelectOptions = [
-  {
-    label: '24 hours ago',
-    getValue: () => getDateHoursAgo(24),
-  },
-  {
-    label: '7 days ago',
-    getValue: () => getDateDaysAgo(7),
-  },
-  {
-    label: '30 days ago',
-    getValue: () => getDateDaysAgo(30),
-  },
-]
-
-function isActiveLogCleanupTask(task: LogCleanupTask | null) {
-  return task?.status === 'pending' || task?.status === 'running'
-}
-
-export function LogSettingsSection({
-  defaultEnabled,
-}: LogSettingsSectionProps) {
+export function LogSettingsSection(props: LogSettingsSectionProps) {
   const { t } = useTranslation()
   const updateOption = useUpdateOption()
+  const recordingTitleId = useId()
+  const searchTitleId = useId()
+  const formDefaults = useMemo<LogSettingsFormValues>(
+    () => ({
+      LogConsumeEnabled: props.defaultValues.LogConsumeEnabled,
+      log_setting: {
+        user_export_enabled:
+          props.defaultValues['log_setting.user_export_enabled'],
+        max_range_days: props.defaultValues['log_setting.max_range_days'],
+      },
+    }),
+    [props.defaultValues]
+  )
   const form = useForm<LogSettingsFormValues>({
     resolver: zodResolver(logSettingsSchema),
-    defaultValues: {
-      LogConsumeEnabled: defaultEnabled,
-    },
+    defaultValues: formDefaults,
   })
 
-  const [purgeDate, setPurgeDate] = useState<Date | undefined>(() =>
-    getDateDaysAgo(30)
-  )
-  const [isStartingLogCleanup, setIsStartingLogCleanup] = useState(false)
-  const [logCleanupTask, setLogCleanupTask] = useState<LogCleanupTask | null>(
-    null
-  )
-  const [showConfirmDialog, setShowConfirmDialog] = useState(false)
-  const [serverLogInfo, setServerLogInfo] = useState<ServerLogInfo | null>(null)
-  const [serverLogCleanupMode, setServerLogCleanupMode] = useState('by_count')
-  const [serverLogCleanupValue, setServerLogCleanupValue] = useState(10)
-  const [serverLogCleanupLoading, setServerLogCleanupLoading] = useState(false)
-
-  const fetchServerLogInfo = useCallback(async () => {
-    try {
-      const res = await api.get('/api/performance/logs')
-      requireServerSuccess(res.data)
-      if (res.data.success) setServerLogInfo(res.data.data)
-    } catch (error) {
-      handleServerError(error)
-    }
-  }, [])
-
   useEffect(() => {
-    form.reset({ LogConsumeEnabled: defaultEnabled })
-  }, [defaultEnabled, form])
-
-  useEffect(() => {
-    fetchServerLogInfo()
-  }, [fetchServerLogInfo])
-
-  useEffect(() => {
-    let cancelled = false
-
-    async function fetchCurrentLogCleanupTask() {
-      try {
-        const res = await getCurrentLogCleanupTask()
-        if (!cancelled && res.success && res.data) {
-          setLogCleanupTask(res.data)
-        }
-      } catch {
-        /* ignore */
-      }
-    }
-
-    fetchCurrentLogCleanupTask()
-
-    return () => {
-      cancelled = true
-    }
-  }, [])
-
-  const purgeTimestamp = useMemo(() => {
-    if (!purgeDate) return null
-    return Math.floor(purgeDate.getTime() / 1000)
-  }, [purgeDate])
-
-  const formattedPurgeDate = useMemo(() => {
-    if (!purgeDate) return ''
-    return formatTimestampToDate(purgeDate.getTime(), 'milliseconds')
-  }, [purgeDate])
-
-  const logCleanupActive = isActiveLogCleanupTask(logCleanupTask)
-  const logCleanupState = logCleanupTask?.state
-  const logCleanupProgress = Math.min(
-    100,
-    Math.max(0, logCleanupState?.progress ?? 0)
-  )
-  const logCleanupProcessed = logCleanupState?.processed ?? 0
-  const logCleanupTotal = logCleanupState?.total ?? 0
-  const logCleanupTaskId = logCleanupTask?.task_id
-
-  useEffect(() => {
-    if (!logCleanupTaskId || !logCleanupActive) return
-
-    let cancelled = false
-    const interval = window.setInterval(async () => {
-      try {
-        const res = await getSystemTask(logCleanupTaskId)
-        if (cancelled || !res.success || !res.data) return
-
-        setLogCleanupTask(res.data)
-        if (!isActiveLogCleanupTask(res.data)) {
-          if (res.data.status === 'succeeded') {
-            const count =
-              res.data.result?.deleted_count ?? res.data.state?.processed ?? 0
-            toast.success(
-              count > 0
-                ? t('{{count}} log entries removed.', { count })
-                : t('No log entries matched the selected time.')
-            )
-          } else if (res.data.status === 'failed') {
-            handleServerError(res.data, t('Failed to clean logs'))
-          }
-        }
-      } catch {
-        /* keep polling */
-      }
-    }, 1000)
-
-    return () => {
-      cancelled = true
-      window.clearInterval(interval)
-    }
-  }, [logCleanupActive, logCleanupTaskId, t])
+    form.reset(formDefaults)
+  }, [formDefaults, form])
 
   const onSubmit = async (values: LogSettingsFormValues) => {
-    if (values.LogConsumeEnabled === defaultEnabled) return
-    await updateOption.mutateAsync({
-      key: 'LogConsumeEnabled',
-      value: values.LogConsumeEnabled,
-    })
-  }
-
-  const handleRequestCleanLogs = () => {
-    if (!purgeTimestamp) {
-      toast.error(t('Select a timestamp before clearing logs.'))
-      return
-    }
-
-    setShowConfirmDialog(true)
-  }
-
-  const handleCleanLogs = async () => {
-    if (!purgeTimestamp) {
-      toast.error(t('Select a timestamp before clearing logs.'))
-      return
-    }
-
-    setIsStartingLogCleanup(true)
-    try {
-      const res = await startLogCleanupTask(purgeTimestamp)
-      if (!res.success) {
-        throw createServerError(res, t('Failed to clean logs'))
-      }
-      if (!res.data) {
-        throw new Error(t('Failed to clean logs'))
-      }
-      setLogCleanupTask(res.data)
-      setShowConfirmDialog(false)
-      toast.success(t('Log cleanup task started.'))
-    } catch (error) {
-      const message =
-        error instanceof Error ? error.message : t('Failed to clean logs')
-      handleServerError(error, message)
-    } finally {
-      setIsStartingLogCleanup(false)
-    }
-  }
-
-  const cleanupServerLogFiles = async () => {
-    if (
-      !serverLogCleanupValue ||
-      Number.isNaN(serverLogCleanupValue) ||
-      serverLogCleanupValue < 1
-    ) {
-      toast.error(t('Please enter a valid number'))
-      return
-    }
-
-    setServerLogCleanupLoading(true)
-    try {
-      const res = await api.delete(
-        `/api/performance/logs?mode=${serverLogCleanupMode}&value=${serverLogCleanupValue}`
-      )
-      if (res.data.success) {
-        const { deleted_count, freed_bytes } = res.data.data
-        toast.success(
-          t('Cleaned up {{count}} log files, freed {{size}}', {
-            count: deleted_count,
-            size: formatBytes(freed_bytes),
-          })
-        )
-      } else {
-        handleServerError(res.data, t('Cleanup failed'))
-      }
-      fetchServerLogInfo()
-    } catch (error) {
-      handleServerError(error, t('Cleanup failed'))
-    } finally {
-      setServerLogCleanupLoading(false)
+    const changes = [
+      ['LogConsumeEnabled', values.LogConsumeEnabled],
+      [
+        'log_setting.user_export_enabled',
+        values.log_setting.user_export_enabled,
+      ],
+      ['log_setting.max_range_days', values.log_setting.max_range_days],
+    ] as const
+    for (const [key, value] of changes) {
+      if (value === props.defaultValues[key]) continue
+      await updateOption.mutateAsync({ key, value })
     }
   }
 
   return (
-    <SettingsSection title={t('Log Maintenance')}>
+    <SettingsSection title={t('Log Maintenance')} className='gap-6'>
       <Form {...form}>
         <SettingsForm onSubmit={form.handleSubmit(onSubmit)}>
           <SettingsPageFormActions
@@ -349,274 +115,108 @@ export function LogSettingsSection({
             isSaving={updateOption.isPending}
             saveLabel='Save log settings'
           />
-          <FormField
-            control={form.control}
-            name='LogConsumeEnabled'
-            render={({ field }) => (
-              <SettingsSwitchItem>
-                <SettingsSwitchContent>
-                  <FormLabel>{t('Record quota usage')}</FormLabel>
-                  <FormDescription>
-                    {t(
-                      'Track per-request consumption to power usage analytics. Keeping this on increases database writes.'
-                    )}
-                  </FormDescription>
-                </SettingsSwitchContent>
-                <FormControl>
-                  <Switch
-                    checked={field.value}
-                    onCheckedChange={field.onChange}
-                  />
-                </FormControl>
-                <FormMessage />
-              </SettingsSwitchItem>
-            )}
-          />
+          <div
+            role='group'
+            aria-labelledby={recordingTitleId}
+            className='flex min-w-0 flex-col gap-4'
+          >
+            <h4 id={recordingTitleId} className='font-medium'>
+              {t('Log recording')}
+            </h4>
+            <FormField
+              control={form.control}
+              name='LogConsumeEnabled'
+              render={({ field }) => (
+                <SettingsSwitchItem>
+                  <SettingsSwitchContent>
+                    <FormLabel>{t('Record quota usage')}</FormLabel>
+                    <FormDescription>
+                      {t(
+                        'Track per-request consumption to power usage analytics. Keeping this on increases database writes.'
+                      )}
+                    </FormDescription>
+                  </SettingsSwitchContent>
+                  <FormControl>
+                    <Switch
+                      checked={field.value}
+                      onCheckedChange={field.onChange}
+                    />
+                  </FormControl>
+                  <FormMessage />
+                </SettingsSwitchItem>
+              )}
+            />
+          </div>
 
-          <SettingsControlGroup className='space-y-3'>
-            <div>
-              <h4 className='text-sm font-medium'>{t('Clean history logs')}</h4>
-              <p className='text-muted-foreground text-sm'>
-                {t(
-                  'Remove all log entries created before the selected timestamp.'
+          <Separator />
+
+          <div
+            role='group'
+            aria-labelledby={searchTitleId}
+            className='flex min-w-0 flex-col gap-4'
+          >
+            <h4 id={searchTitleId} className='font-medium'>
+              {t('Log search and export')}
+            </h4>
+            <SettingsFormGrid>
+              <FormField
+                control={form.control}
+                name='log_setting.user_export_enabled'
+                render={({ field }) => (
+                  <SettingsSwitchItem>
+                    <SettingsSwitchContent>
+                      <FormLabel>{t('Allow users to export logs')}</FormLabel>
+                      <FormDescription>
+                        {t(
+                          'Users can download their own logs from the usage log page. Administrators can always export.'
+                        )}
+                      </FormDescription>
+                    </SettingsSwitchContent>
+                    <FormControl>
+                      <Switch
+                        checked={field.value}
+                        onCheckedChange={field.onChange}
+                      />
+                    </FormControl>
+                    <FormMessage />
+                  </SettingsSwitchItem>
                 )}
-              </p>
-            </div>
-            <DateTimePicker value={purgeDate} onChange={setPurgeDate} />
-            <div className='flex flex-wrap gap-3'>
-              {quickSelectOptions.map((option) => (
-                <Button
-                  key={option.label}
-                  type='button'
-                  variant='outline'
-                  onClick={() => setPurgeDate(option.getValue())}
-                >
-                  {t(option.label)}
-                </Button>
-              ))}
-              <Button
-                type='button'
-                variant='destructive'
-                onClick={handleRequestCleanLogs}
-                disabled={isStartingLogCleanup || logCleanupActive}
-              >
-                {isStartingLogCleanup || logCleanupActive
-                  ? t('Cleaning...')
-                  : t('Clean logs')}
-              </Button>
-            </div>
-            {logCleanupTask && (
-              <div className='rounded-md border p-3'>
-                <div className='mb-2 flex items-center justify-between gap-3 text-sm'>
-                  <span className='font-medium'>
-                    {t('Log cleanup progress')}
-                  </span>
-                  <span className='text-muted-foreground tabular-nums'>
-                    {logCleanupProgress}%
-                  </span>
-                </div>
-                <Progress value={logCleanupProgress} />
-                <div className='text-muted-foreground mt-2 text-xs'>
-                  {t('{{processed}} of {{total}} log entries processed.', {
-                    processed: logCleanupProcessed,
-                    total: logCleanupTotal,
-                  })}
-                </div>
-                {logCleanupTask.status === 'failed' && logCleanupTask.error && (
-                  <div className='text-destructive mt-2 text-xs'>
-                    {logCleanupTask.error}
-                  </div>
+              />
+              <FormField
+                control={form.control}
+                name='log_setting.max_range_days'
+                render={({ field }) => (
+                  <FormItem>
+                    <FormLabel>{t('Longest log time range (days)')}</FormLabel>
+                    <FormControl>
+                      <Input
+                        type='number'
+                        min={1}
+                        step={1}
+                        {...safeNumberFieldProps(field)}
+                      />
+                    </FormControl>
+                    <FormDescription>
+                      {t(
+                        'The longest time range a user can view at once in the logs and on the dashboard, and the longest range any export can cover.'
+                      )}
+                    </FormDescription>
+                    <FormMessage />
+                  </FormItem>
                 )}
-              </div>
-            )}
-          </SettingsControlGroup>
+              />
+            </SettingsFormGrid>
+          </div>
         </SettingsForm>
       </Form>
 
       <Separator />
 
-      <div className='space-y-4'>
-        <div>
-          <h4 className='font-medium'>{t('Server Log Management')}</h4>
-          <p className='text-muted-foreground mt-1 text-xs'>
-            {t(
-              'Manage server log files. Log files accumulate over time; regular cleanup is recommended to free disk space.'
-            )}
-          </p>
-        </div>
+      <HistoryLogCleanup />
 
-        {serverLogInfo !== null &&
-          (serverLogInfo.enabled ? (
-            <div className='space-y-4'>
-              <div className='rounded-lg border p-4'>
-                <div className='grid grid-cols-2 gap-2 text-sm md:grid-cols-4'>
-                  <div>
-                    <span className='text-muted-foreground'>
-                      {t('Log Directory')}:
-                    </span>{' '}
-                    <span className='font-mono text-xs'>
-                      {serverLogInfo.log_dir}
-                    </span>
-                  </div>
-                  <div>
-                    <span className='text-muted-foreground'>
-                      {t('Log File Count')}:
-                    </span>{' '}
-                    {serverLogInfo.file_count}
-                  </div>
-                  <div>
-                    <span className='text-muted-foreground'>
-                      {t('Total Log Size')}:
-                    </span>{' '}
-                    {formatBytes(serverLogInfo.total_size)}
-                  </div>
-                  {serverLogInfo.oldest_time && serverLogInfo.newest_time && (
-                    <div>
-                      <span className='text-muted-foreground'>
-                        {t('Date Range')}:
-                      </span>{' '}
-                      {dayjs(serverLogInfo.oldest_time).format('YYYY-MM-DD')} ~{' '}
-                      {dayjs(serverLogInfo.newest_time).format('YYYY-MM-DD')}
-                    </div>
-                  )}
-                </div>
-              </div>
+      <Separator />
 
-              <div className='flex flex-wrap items-end gap-3'>
-                <div className='grid gap-1.5'>
-                  <Label className='text-xs'>{t('Cleanup Mode')}</Label>
-                  <Select
-                    items={[
-                      { value: 'by_count', label: t('Retain last N files') },
-                      { value: 'by_days', label: t('Retain last N days') },
-                    ]}
-                    value={serverLogCleanupMode}
-                    onValueChange={(value) =>
-                      value !== null && setServerLogCleanupMode(value)
-                    }
-                  >
-                    <SelectTrigger className='w-[160px]'>
-                      <SelectValue />
-                    </SelectTrigger>
-                    <SelectContent alignItemWithTrigger={false}>
-                      <SelectGroup>
-                        <SelectItem value='by_count'>
-                          {t('Retain last N files')}
-                        </SelectItem>
-                        <SelectItem value='by_days'>
-                          {t('Retain last N days')}
-                        </SelectItem>
-                      </SelectGroup>
-                    </SelectContent>
-                  </Select>
-                </div>
-                <div className='grid gap-1.5'>
-                  <Label className='text-xs'>
-                    {serverLogCleanupMode === 'by_count'
-                      ? t('Files to Retain')
-                      : t('Days to Retain')}
-                  </Label>
-                  <Input
-                    type='number'
-                    min={1}
-                    max={serverLogCleanupMode === 'by_count' ? 1000 : 3650}
-                    value={serverLogCleanupValue}
-                    onChange={(event) =>
-                      setServerLogCleanupValue(Number(event.target.value))
-                    }
-                    className='w-[120px]'
-                  />
-                </div>
-                <AlertDialog>
-                  <AlertDialogTrigger
-                    render={
-                      <Button
-                        type='button'
-                        variant='destructive'
-                        size='sm'
-                        disabled={serverLogCleanupLoading}
-                      />
-                    }
-                  >
-                    {serverLogCleanupLoading
-                      ? t('Cleaning...')
-                      : t('Clean Up Log Files')}
-                  </AlertDialogTrigger>
-                  <AlertDialogContent>
-                    <AlertDialogHeader>
-                      <AlertDialogTitle>
-                        {t('Confirm log file cleanup?')}
-                      </AlertDialogTitle>
-                      <AlertDialogDescription>
-                        {serverLogCleanupMode === 'by_count'
-                          ? t(
-                              'Only the last {{value}} log files will be retained; the rest will be deleted.',
-                              {
-                                value: serverLogCleanupValue,
-                              }
-                            )
-                          : t(
-                              'Log files older than {{value}} days will be deleted.',
-                              {
-                                value: serverLogCleanupValue,
-                              }
-                            )}
-                      </AlertDialogDescription>
-                    </AlertDialogHeader>
-                    <AlertDialogFooter>
-                      <AlertDialogCancel>{t('Cancel')}</AlertDialogCancel>
-                      <AlertDialogAction
-                        variant='destructive'
-                        onClick={cleanupServerLogFiles}
-                      >
-                        {t('Confirm Cleanup')}
-                      </AlertDialogAction>
-                    </AlertDialogFooter>
-                  </AlertDialogContent>
-                </AlertDialog>
-              </div>
-            </div>
-          ) : (
-            <Alert>
-              <AlertDescription>
-                {t(
-                  'Server logging is not enabled (log directory not configured)'
-                )}
-              </AlertDescription>
-            </Alert>
-          ))}
-      </div>
-
-      <AlertDialog open={showConfirmDialog} onOpenChange={setShowConfirmDialog}>
-        <AlertDialogContent>
-          <AlertDialogHeader>
-            <AlertDialogTitle>{t('Confirm log cleanup')}</AlertDialogTitle>
-            <AlertDialogDescription>
-              {formattedPurgeDate
-                ? t(
-                    'This will permanently remove all log entries created before {{date}}.',
-                    { date: formattedPurgeDate }
-                  )
-                : t(
-                    'This will permanently remove log entries before the selected timestamp.'
-                  )}{' '}
-              {t('This action cannot be undone.')}
-            </AlertDialogDescription>
-          </AlertDialogHeader>
-          <AlertDialogFooter>
-            <AlertDialogCancel disabled={isStartingLogCleanup}>
-              {t('Cancel')}
-            </AlertDialogCancel>
-            <AlertDialogAction
-              variant='destructive'
-              onClick={handleCleanLogs}
-              disabled={isStartingLogCleanup}
-            >
-              {isStartingLogCleanup ? t('Cleaning...') : t('Delete logs')}
-            </AlertDialogAction>
-          </AlertDialogFooter>
-        </AlertDialogContent>
-      </AlertDialog>
+      <ServerLogFiles />
     </SettingsSection>
   )
 }
diff --git a/web/src/features/system-settings/maintenance/server-log-files.tsx b/web/src/features/system-settings/maintenance/server-log-files.tsx
new file mode 100644
index 0000000..0fc72e1
--- /dev/null
+++ b/web/src/features/system-settings/maintenance/server-log-files.tsx
@@ -0,0 +1,292 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { useCallback, useEffect, useId, useState } from 'react'
+import { useTranslation } from 'react-i18next'
+import { toast } from 'sonner'
+
+import { Alert, AlertDescription } from '@/components/ui/alert'
+import {
+  AlertDialog,
+  AlertDialogAction,
+  AlertDialogCancel,
+  AlertDialogContent,
+  AlertDialogDescription,
+  AlertDialogFooter,
+  AlertDialogHeader,
+  AlertDialogTitle,
+  AlertDialogTrigger,
+} from '@/components/ui/alert-dialog'
+import { Button } from '@/components/ui/button'
+import { Input } from '@/components/ui/input'
+import { Label } from '@/components/ui/label'
+import {
+  Select,
+  SelectContent,
+  SelectGroup,
+  SelectItem,
+  SelectTrigger,
+  SelectValue,
+} from '@/components/ui/select'
+import { api } from '@/lib/api'
+import dayjs from '@/lib/dayjs'
+import { handleServerError } from '@/lib/handle-server-error'
+import { requireServerSuccess } from '@/lib/server-error-message'
+
+type ServerLogInfo = {
+  enabled: boolean
+  log_dir: string
+  file_count: number
+  total_size: number
+  oldest_time?: string
+  newest_time?: string
+}
+
+function formatBytes(bytes: number, decimals = 2): string {
+  if (!bytes || Number.isNaN(bytes)) return '0 Bytes'
+  if (bytes === 0) return '0 Bytes'
+  if (bytes < 0) return `-${formatBytes(-bytes, decimals)}`
+  const k = 1024
+  const sizes = ['Bytes', 'KB', 'MB', 'GB', 'TB']
+  const i = Math.floor(Math.log(Math.abs(bytes)) / Math.log(k))
+  if (i < 0 || i >= sizes.length) return `${bytes} Bytes`
+  return `${Number.parseFloat((bytes / Math.pow(k, i)).toFixed(decimals))} ${
+    sizes[i]
+  }`
+}
+
+/**
+ * The server log module of the log maintenance page. It shows the log files
+ * the server writes to disk and deletes old ones.
+ */
+export function ServerLogFiles() {
+  const { t } = useTranslation()
+  const titleId = useId()
+  const [serverLogInfo, setServerLogInfo] = useState<ServerLogInfo | null>(null)
+  const [serverLogCleanupMode, setServerLogCleanupMode] = useState('by_count')
+  const [serverLogCleanupValue, setServerLogCleanupValue] = useState(10)
+  const [serverLogCleanupLoading, setServerLogCleanupLoading] = useState(false)
+
+  const fetchServerLogInfo = useCallback(async () => {
+    try {
+      const res = await api.get('/api/performance/logs')
+      requireServerSuccess(res.data)
+      if (res.data.success) setServerLogInfo(res.data.data)
+    } catch (error) {
+      handleServerError(error)
+    }
+  }, [])
+
+  useEffect(() => {
+    fetchServerLogInfo()
+  }, [fetchServerLogInfo])
+
+  const cleanupServerLogFiles = async () => {
+    if (
+      !serverLogCleanupValue ||
+      Number.isNaN(serverLogCleanupValue) ||
+      serverLogCleanupValue < 1
+    ) {
+      toast.error(t('Please enter a valid number'))
+      return
+    }
+
+    setServerLogCleanupLoading(true)
+    try {
+      const res = await api.delete(
+        `/api/performance/logs?mode=${serverLogCleanupMode}&value=${serverLogCleanupValue}`
+      )
+      if (res.data.success) {
+        const { deleted_count, freed_bytes } = res.data.data
+        toast.success(
+          t('Cleaned up {{count}} log files, freed {{size}}', {
+            count: deleted_count,
+            size: formatBytes(freed_bytes),
+          })
+        )
+      } else {
+        handleServerError(res.data, t('Cleanup failed'))
+      }
+      fetchServerLogInfo()
+    } catch (error) {
+      handleServerError(error, t('Cleanup failed'))
+    } finally {
+      setServerLogCleanupLoading(false)
+    }
+  }
+
+  return (
+    <div
+      role='group'
+      aria-labelledby={titleId}
+      className='flex min-w-0 flex-col gap-4'
+    >
+      <div>
+        <h4 id={titleId} className='font-medium'>
+          {t('Server Log Management')}
+        </h4>
+        <p className='text-muted-foreground mt-1 text-xs'>
+          {t(
+            'Manage server log files. Log files accumulate over time; regular cleanup is recommended to free disk space.'
+          )}
+        </p>
+      </div>
+
+      {serverLogInfo !== null &&
+        (serverLogInfo.enabled ? (
+          <div className='space-y-4'>
+            <div className='rounded-lg border p-4'>
+              <div className='grid grid-cols-2 gap-2 text-sm md:grid-cols-4'>
+                <div>
+                  <span className='text-muted-foreground'>
+                    {t('Log Directory')}:
+                  </span>{' '}
+                  <span className='font-mono text-xs'>
+                    {serverLogInfo.log_dir}
+                  </span>
+                </div>
+                <div>
+                  <span className='text-muted-foreground'>
+                    {t('Log File Count')}:
+                  </span>{' '}
+                  {serverLogInfo.file_count}
+                </div>
+                <div>
+                  <span className='text-muted-foreground'>
+                    {t('Total Log Size')}:
+                  </span>{' '}
+                  {formatBytes(serverLogInfo.total_size)}
+                </div>
+                {serverLogInfo.oldest_time && serverLogInfo.newest_time && (
+                  <div>
+                    <span className='text-muted-foreground'>
+                      {t('Date Range')}:
+                    </span>{' '}
+                    {dayjs(serverLogInfo.oldest_time).format('YYYY-MM-DD')} ~{' '}
+                    {dayjs(serverLogInfo.newest_time).format('YYYY-MM-DD')}
+                  </div>
+                )}
+              </div>
+            </div>
+
+            <div className='flex flex-wrap items-end gap-3'>
+              <div className='grid gap-1.5'>
+                <Label className='text-xs'>{t('Cleanup Mode')}</Label>
+                <Select
+                  items={[
+                    { value: 'by_count', label: t('Retain last N files') },
+                    { value: 'by_days', label: t('Retain last N days') },
+                  ]}
+                  value={serverLogCleanupMode}
+                  onValueChange={(value) =>
+                    value !== null && setServerLogCleanupMode(value)
+                  }
+                >
+                  <SelectTrigger className='w-[160px]'>
+                    <SelectValue />
+                  </SelectTrigger>
+                  <SelectContent alignItemWithTrigger={false}>
+                    <SelectGroup>
+                      <SelectItem value='by_count'>
+                        {t('Retain last N files')}
+                      </SelectItem>
+                      <SelectItem value='by_days'>
+                        {t('Retain last N days')}
+                      </SelectItem>
+                    </SelectGroup>
+                  </SelectContent>
+                </Select>
+              </div>
+              <div className='grid gap-1.5'>
+                <Label className='text-xs'>
+                  {serverLogCleanupMode === 'by_count'
+                    ? t('Files to Retain')
+                    : t('Days to Retain')}
+                </Label>
+                <Input
+                  type='number'
+                  min={1}
+                  max={serverLogCleanupMode === 'by_count' ? 1000 : 3650}
+                  value={serverLogCleanupValue}
+                  onChange={(event) =>
+                    setServerLogCleanupValue(Number(event.target.value))
+                  }
+                  className='w-[120px]'
+                />
+              </div>
+              <AlertDialog>
+                <AlertDialogTrigger
+                  render={
+                    <Button
+                      type='button'
+                      variant='destructive'
+                      size='sm'
+                      disabled={serverLogCleanupLoading}
+                    />
+                  }
+                >
+                  {serverLogCleanupLoading
+                    ? t('Cleaning...')
+                    : t('Clean Up Log Files')}
+                </AlertDialogTrigger>
+                <AlertDialogContent>
+                  <AlertDialogHeader>
+                    <AlertDialogTitle>
+                      {t('Confirm log file cleanup?')}
+                    </AlertDialogTitle>
+                    <AlertDialogDescription>
+                      {serverLogCleanupMode === 'by_count'
+                        ? t(
+                            'Only the last {{value}} log files will be retained; the rest will be deleted.',
+                            {
+                              value: serverLogCleanupValue,
+                            }
+                          )
+                        : t(
+                            'Log files older than {{value}} days will be deleted.',
+                            {
+                              value: serverLogCleanupValue,
+                            }
+                          )}
+                    </AlertDialogDescription>
+                  </AlertDialogHeader>
+                  <AlertDialogFooter>
+                    <AlertDialogCancel>{t('Cancel')}</AlertDialogCancel>
+                    <AlertDialogAction
+                      variant='destructive'
+                      onClick={cleanupServerLogFiles}
+                    >
+                      {t('Confirm Cleanup')}
+                    </AlertDialogAction>
+                  </AlertDialogFooter>
+                </AlertDialogContent>
+              </AlertDialog>
+            </div>
+          </div>
+        ) : (
+          <Alert>
+            <AlertDescription>
+              {t(
+                'Server logging is not enabled (log directory not configured)'
+              )}
+            </AlertDescription>
+          </Alert>
+        ))}
+    </div>
+  )
+}
diff --git a/web/src/features/system-settings/models/__tests__/group-pricing-decimals.test.tsx b/web/src/features/system-settings/models/__tests__/group-pricing-decimals.test.tsx
new file mode 100644
index 0000000..1b5d37d
--- /dev/null
+++ b/web/src/features/system-settings/models/__tests__/group-pricing-decimals.test.tsx
@@ -0,0 +1,89 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { fireEvent, render, screen, within } from '@testing-library/react'
+import userEvent from '@testing-library/user-event'
+import { useState } from 'react'
+import { assert, expect, test } from 'vitest'
+
+import { GroupRatioVisualEditor } from '../group-ratio-visual-editor'
+
+function PricingFixture() {
+  const [settings, setSettings] = useState<Record<string, string>>({
+    GroupRatio: '{"default":1}',
+    TopupGroupRatio: '{}',
+    UserUsableGroups: '{}',
+  })
+  return (
+    <>
+      <GroupRatioVisualEditor
+        section='pricing'
+        onSectionChange={() => {}}
+        defaultUseAutoGroupField={null}
+        groupRatio={settings.GroupRatio}
+        topupGroupRatio={settings.TopupGroupRatio}
+        userUsableGroups={settings.UserUsableGroups}
+        groupGroupRatio='{}'
+        autoGroups='[]'
+        maxTokenAutoGroupsField={null}
+        groupSpecialUsableGroup='{}'
+        onChange={(field, value) =>
+          setSettings((current) => ({ ...current, [field]: value }))
+        }
+      />
+      <output aria-label='Saved ratios'>{JSON.stringify(settings)}</output>
+    </>
+  )
+}
+
+test.each([
+  ['GroupRatio', 0],
+  ['TopupGroupRatio', 1],
+] as const)(
+  '%s preserves typed decimals and accepts them as valid numeric ratios',
+  async (key, index) => {
+    const user = userEvent.setup()
+    render(<PricingFixture />)
+    const row = screen.getByDisplayValue('default').closest('tr')
+    assert(row)
+    const input = within(row).getAllByRole('spinbutton')[
+      index
+    ] as HTMLInputElement
+    fireEvent.change(input, { target: { value: '0.0' } })
+    expect(input.value).toBe('0.0')
+    await user.clear(input)
+    await user.type(input, '0.04')
+    expect(input).toHaveValue(0.04)
+    await user.tab()
+    expect(input.checkValidity()).toBe(true)
+    const saved = JSON.parse(
+      screen.getByRole('status', { name: 'Saved ratios' }).textContent ?? '{}'
+    )
+    expect(JSON.parse(saved[key])).toEqual({ default: 0.04 })
+    await user.clear(input)
+    await user.type(input, '0.0001')
+    expect(input).toHaveValue(0.0001)
+    expect(input.checkValidity()).toBe(true)
+    await user.clear(input)
+    await user.type(input, '0.00001')
+    expect(input.validity.stepMismatch).toBe(true)
+    await user.clear(input)
+    await user.type(input, '-0.04')
+    expect(input.validity.rangeUnderflow).toBe(true)
+  }
+)
diff --git a/web/src/features/system-settings/models/__tests__/group-settings.test.tsx b/web/src/features/system-settings/models/__tests__/group-settings.test.tsx
new file mode 100644
index 0000000..98ec673
--- /dev/null
+++ b/web/src/features/system-settings/models/__tests__/group-settings.test.tsx
@@ -0,0 +1,352 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { QueryClient, QueryClientProvider } from '@tanstack/react-query'
+import { api } from '@/lib/api'
+import { zodResolver } from '@hookform/resolvers/zod'
+import {
+  fireEvent,
+  render,
+  screen,
+  within,
+  waitFor,
+} from '@testing-library/react'
+import userEvent from '@testing-library/user-event'
+import { useState } from 'react'
+import { useForm } from 'react-hook-form'
+import { describe, expect, it, vi } from 'vitest'
+import { z } from 'zod'
+
+import { SettingsPageProvider } from '../../components/settings-page-context'
+import { positiveIntegerSchema } from '../../utils/numeric-field'
+import { GroupRatioForm } from '../group-ratio-form'
+
+vi.spyOn(api, 'get').mockResolvedValue({ data: { success: true, data: {} } })
+
+const defaults = {
+  GroupRatio: '{"default":1,"vip":0.8}',
+  TopupGroupRatio: '{"vip":1.2}',
+  UserUsableGroups: '{"default":"Standard access","vip":"Premium access"}',
+  GroupGroupRatio: '{}',
+  AutoGroups: '["default","vip"]',
+  MaxTokenAutoGroups: 5,
+  DefaultUseAutoGroup: false,
+  GroupSpecialUsableGroup: '{}',
+}
+
+const schema = z.object({
+  GroupRatio: z.string(),
+  TopupGroupRatio: z.string(),
+  UserUsableGroups: z.string(),
+  GroupGroupRatio: z.string(),
+  AutoGroups: z.string(),
+  MaxTokenAutoGroups: positiveIntegerSchema('Enter a positive integer'),
+  DefaultUseAutoGroup: z.boolean(),
+  GroupSpecialUsableGroup: z.string(),
+})
+
+function Fixture(props: {
+  onSave?: (values: typeof defaults) => Promise<void>
+  initial?: Partial<typeof defaults>
+  isSaving?: boolean
+}) {
+  const [client] = useState(() => new QueryClient({ defaultOptions: { queries: { retry: false } } }))
+  const [actions, setActions] = useState<HTMLDivElement | null>(null)
+  const form = useForm({
+    defaultValues: { ...defaults, ...props.initial },
+    resolver: zodResolver(schema),
+  })
+  return (
+    <QueryClientProvider client={client}>
+    <SettingsPageProvider actionsContainer={actions}>
+      <div ref={setActions} />
+      <GroupRatioForm
+        form={form}
+        onSave={props.onSave ?? (async () => {})}
+        isSaving={props.isSaving ?? false}
+      />
+    </SettingsPageProvider>
+    </QueryClientProvider>
+  )
+}
+
+describe('group settings workspace', () => {
+  it('filters by description and clears search without discarding edits', async () => {
+    const user = userEvent.setup()
+    render(<Fixture />)
+    const search = screen.getByRole('textbox', {
+      name: 'Search groups by name or description',
+    })
+    await user.type(search, 'PREMIUM')
+    expect(screen.getAllByRole('textbox', { name: 'Group name' })).toHaveLength(
+      1
+    )
+    expect(screen.getByRole('textbox', { name: 'Group name' })).toHaveValue(
+      'vip'
+    )
+    await user.clear(screen.getByRole('spinbutton', { name: 'Ratio' }))
+    await user.type(screen.getByRole('spinbutton', { name: 'Ratio' }), '0.6')
+    await user.click(screen.getByRole('button', { name: 'Clear search' }))
+    expect(screen.getAllByRole('textbox', { name: 'Group name' })).toHaveLength(
+      2
+    )
+    expect(screen.getAllByRole('spinbutton', { name: 'Ratio' })[1]).toHaveValue(
+      0.6
+    )
+    await user.type(search, 'missing')
+    expect(screen.getByText('No results found')).toBeVisible()
+    await user.click(screen.getByRole('button', { name: 'Add group' }))
+    expect(search).toHaveValue('')
+    expect(
+      screen
+        .getAllByRole<HTMLInputElement>('textbox', { name: 'Group name' })
+        .map((input) => input.value)
+    ).toEqual(['group_1', 'default', 'vip'])
+    expect(screen.getAllByRole('spinbutton', { name: 'Ratio' })[2]).toHaveValue(
+      0.6
+    )
+  })
+
+  it('prepends consecutive new groups and saves them without changing existing settings', async () => {
+    const user = userEvent.setup()
+    const onSave = vi.fn(async (_values: typeof defaults) => {})
+    render(<Fixture onSave={onSave} />)
+
+    await user.click(screen.getByRole('button', { name: 'Add group' }))
+    await user.click(screen.getByRole('button', { name: 'Add group' }))
+    expect(
+      screen
+        .getAllByRole<HTMLInputElement>('textbox', { name: 'Group name' })
+        .map((input) => input.value)
+    ).toEqual(['group_2', 'group_1', 'default', 'vip'])
+
+    await user.click(screen.getByRole('button', { name: 'Save group settings' }))
+    await waitFor(() => expect(onSave).toHaveBeenCalled())
+    const saved = onSave.mock.calls[0][0]
+    expect(JSON.parse(saved.GroupRatio)).toEqual({
+      group_2: 1,
+      group_1: 1,
+      default: 1,
+      vip: 0.8,
+    })
+    expect(JSON.parse(saved.UserUsableGroups)).toEqual({
+      group_2: '',
+      group_1: '',
+      default: 'Standard access',
+      vip: 'Premium access',
+    })
+    expect(JSON.parse(saved.TopupGroupRatio)).toEqual({ vip: 1.2 })
+    expect(saved.AutoGroups).toBe(defaults.AutoGroups)
+  })
+
+  it('keeps unfinished visibility rules while switching sections and supports keyboard tabs', async () => {
+    const user = userEvent.setup()
+    render(
+      <Fixture
+        initial={{
+          GroupSpecialUsableGroup: '{"vip":{"+:default":"Standard"}}',
+        }}
+      />
+    )
+    const pricing = screen.getByRole('tab', { name: 'Pricing groups' })
+    pricing.focus()
+    await user.keyboard('{ArrowRight}{Enter}')
+    expect(
+      screen.getByRole('tab', { name: 'Special ratio rules' })
+    ).toHaveAttribute('aria-selected', 'true')
+    expect(
+      screen.queryByRole('table', { name: 'Pricing groups' })
+    ).not.toBeInTheDocument()
+    await user.click(screen.getByRole('tab', { name: 'Group visibility' }))
+    await user.click(screen.getByRole('button', { name: 'Add rule' }))
+    expect(
+      screen.getAllByRole('combobox', { name: 'Group name' })
+    ).toHaveLength(2)
+    await user.click(pricing)
+    await user.click(screen.getByRole('tab', { name: 'Group visibility' }))
+    expect(
+      screen.getAllByRole('combobox', { name: 'Group name' })
+    ).toHaveLength(2)
+    const toggle = screen.getByRole('button', { name: 'Rules for vip' })
+    await user.click(toggle)
+    expect(toggle).toHaveAttribute('aria-expanded', 'false')
+    await user.click(screen.getByRole('button', { name: 'Add rule' }))
+    expect(toggle).toHaveAttribute('aria-expanded', 'true')
+  })
+
+  it('reorders and removes auto groups with named controls and saves across sections', async () => {
+    const user = userEvent.setup()
+    const onSave = vi.fn(async (_values: typeof defaults) => {})
+    render(<Fixture onSave={onSave} />)
+    await user.click(screen.getByRole('tab', { name: 'Auto group order' }))
+    const list = screen.getByRole('list', { name: 'Auto group order' })
+    expect(
+      screen.getByRole('button', { name: 'Move default up' })
+    ).toBeDisabled()
+    expect(screen.getByRole('button', { name: 'Move vip down' })).toBeDisabled()
+    await user.click(screen.getByRole('button', { name: 'Move vip up' }))
+    expect(within(list).getAllByRole('listitem')[0]).toHaveTextContent('vip')
+    await user.click(
+      screen.getByRole('switch', { name: 'Default to auto groups' })
+    )
+    await user.click(screen.getByRole('button', { name: 'Remove default' }))
+    expect(screen.getByRole('button', { name: 'Move vip up' })).toBeDisabled()
+    expect(screen.getByRole('button', { name: 'Move vip down' })).toBeDisabled()
+    await user.click(screen.getByRole('tab', { name: 'Pricing groups' }))
+    await user.click(screen.getByRole('button', { name: 'Save group settings' }))
+    await waitFor(() => expect(onSave).toHaveBeenCalled())
+    expect(onSave.mock.calls[0]?.[0]).toEqual(
+      expect.objectContaining({
+        AutoGroups: '[\n  "vip"\n]',
+        DefaultUseAutoGroup: true,
+      })
+    )
+  })
+
+  it('reorders from the drag handle with arrow keys, preserves unknown groups and saves the new order', async () => {
+    const user = userEvent.setup()
+    const onSave = vi.fn(async (_values: typeof defaults) => {})
+    render(
+      <Fixture
+        onSave={onSave}
+        initial={{
+          AutoGroups: '["default","vip","retired"]',
+          MaxTokenAutoGroups: 1,
+        }}
+      />
+    )
+    await user.click(screen.getByRole('tab', { name: 'Auto group order' }))
+    const list = screen.getByRole('list', { name: 'Auto group order' })
+    const handle = screen.getByRole('button', {
+      name: 'Drag default to reorder',
+    })
+    handle.focus()
+    await user.keyboard('{ArrowUp}')
+    expect(within(list).getAllByRole('listitem')[0]).toHaveTextContent(
+      'default'
+    )
+    await user.keyboard('{ArrowDown}{ArrowDown}{ArrowDown}')
+    expect(within(list).getAllByRole('listitem')[2]).toHaveTextContent(
+      'default'
+    )
+    expect(handle).toHaveFocus()
+    await user.keyboard('{ArrowUp}')
+    expect(within(list).getAllByRole('listitem')[1]).toHaveTextContent(
+      'default'
+    )
+    expect(screen.getByText('Not in pricing table')).toBeVisible()
+    await user.click(screen.getByRole('tab', { name: 'Pricing groups' }))
+    await user.click(screen.getByRole('button', { name: 'Save group settings' }))
+    await waitFor(() => expect(onSave).toHaveBeenCalled())
+    expect(JSON.parse(onSave.mock.calls[0][0].AutoGroups)).toEqual([
+      'vip',
+      'default',
+      'retired',
+    ])
+  })
+
+  it('keeps a single auto group unchanged when using its drag handle keyboard controls', async () => {
+    const user = userEvent.setup()
+    render(<Fixture initial={{ AutoGroups: '["default"]' }} />)
+    await user.click(screen.getByRole('tab', { name: 'Auto group order' }))
+    const handle = screen.getByRole('button', {
+      name: 'Drag default to reorder',
+    })
+    handle.focus()
+    await user.keyboard('{ArrowUp}{ArrowDown}')
+    const list = screen.getByRole('list', { name: 'Auto group order' })
+    expect(within(list).getAllByRole('listitem')).toHaveLength(1)
+    expect(within(list).getByRole('listitem')).toHaveTextContent('default')
+    expect(handle).toHaveFocus()
+    expect(
+      screen.getByRole('button', { name: 'Move default up' })
+    ).toBeDisabled()
+    expect(
+      screen.getByRole('button', { name: 'Move default down' })
+    ).toBeDisabled()
+  })
+
+  it('opens the auto section and focuses its invalid limit when saving from another section', async () => {
+    const user = userEvent.setup()
+    const onSave = vi.fn(async (_values: typeof defaults) => {})
+    render(<Fixture onSave={onSave} />)
+    await user.click(screen.getByRole('tab', { name: 'Auto group order' }))
+    fireEvent.change(
+      screen.getByRole('spinbutton', {
+        name: 'Maximum custom groups per token',
+      }),
+      { target: { value: '0' } }
+    )
+    await user.click(screen.getByRole('tab', { name: 'Pricing groups' }))
+    await user.click(screen.getByRole('button', { name: 'Save group settings' }))
+    await waitFor(() =>
+      expect(
+        screen.getByRole('tab', { name: 'Auto group order' })
+      ).toHaveAttribute('aria-selected', 'true')
+    )
+    const input = screen.getByRole('spinbutton', {
+      name: 'Maximum custom groups per token',
+    })
+    expect(input).toHaveAttribute('aria-invalid', 'true')
+    await waitFor(() => expect(input).toHaveFocus())
+    expect(screen.getByText('Enter a positive integer')).toBeVisible()
+    expect(onSave).not.toHaveBeenCalled()
+  })
+
+  it('shows empty state guidance and disables save during a pending request', async () => {
+    const user = userEvent.setup()
+    render(
+      <Fixture
+        isSaving
+        initial={{
+          GroupRatio: '{}',
+          TopupGroupRatio: '{}',
+          UserUsableGroups: '{}',
+          AutoGroups: '[]',
+        }}
+      />
+    )
+    expect(
+      screen.getByText('No groups yet. Add a group to get started.')
+    ).toBeVisible()
+    expect(screen.getByRole('button', { name: 'Saving...' })).toBeDisabled()
+    await user.click(screen.getByRole('tab', { name: 'Special ratio rules' }))
+    expect(
+      screen.getByText('Base group ratios apply until you add an override.')
+    ).toBeVisible()
+    await user.click(screen.getByRole('tab', { name: 'Auto group order' }))
+    expect(screen.getByText('No auto groups configured')).toBeVisible()
+  })
+
+  it('preserves pricing edits when switching between visual and JSON editors', async () => {
+    const user = userEvent.setup()
+    render(<Fixture />)
+    await user.clear(
+      screen.getAllByRole('textbox', { name: 'Group description' })[1]
+    )
+    await user.type(
+      screen.getAllByRole('textbox', { name: 'Group description' })[1],
+      'Updated description'
+    )
+    await user.click(screen.getByRole('button', { name: 'Switch to JSON' }))
+    await user.click(screen.getByRole('button', { name: 'Switch to Visual' }))
+    expect(
+      screen.getAllByRole('textbox', { name: 'Group description' })[1]
+    ).toHaveValue('Updated description')
+  })
+})
diff --git a/web/src/features/system-settings/models/__tests__/model-ratio-table-selection.test.tsx b/web/src/features/system-settings/models/__tests__/model-ratio-table-selection.test.tsx
new file mode 100644
index 0000000..c1b74e0
--- /dev/null
+++ b/web/src/features/system-settings/models/__tests__/model-ratio-table-selection.test.tsx
@@ -0,0 +1,125 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { QueryClient, QueryClientProvider } from '@tanstack/react-query'
+import {
+  fireEvent,
+  render,
+  screen,
+  waitFor,
+  within,
+} from '@testing-library/react'
+import { afterEach, expect, it, vi } from 'vitest'
+
+import { api } from '@/lib/api'
+
+import { ModelRatioVisualEditor } from '../model-ratio-visual-editor'
+
+let client: QueryClient | undefined
+
+afterEach(() => {
+  client?.clear()
+  localStorage.clear()
+  window.getSelection()?.removeAllRanges()
+  vi.restoreAllMocks()
+})
+
+async function renderEditor() {
+  vi.spyOn(api, 'get').mockImplementation(async (url) => {
+    if (url === '/api/pricing') {
+      return { data: { success: true, data: [], vendors: [] } }
+    }
+    return { data: { success: true, data: {} } }
+  })
+  const modelRatio = JSON.stringify({
+    'gpt-4.1-mini': 0.2,
+    'claude-sonnet': 1.5,
+  })
+  const queryClient = new QueryClient({
+    defaultOptions: { queries: { retry: false } },
+  })
+  client = queryClient
+  const view = render(
+    <QueryClientProvider client={client}>
+      <ModelRatioVisualEditor
+        savedModelPrice='{}'
+        savedModelRatio={modelRatio}
+        savedCacheRatio='{}'
+        savedCreateCacheRatio='{}'
+        savedCompletionRatio='{}'
+        savedImageRatio='{}'
+        savedAudioRatio='{}'
+        savedAudioCompletionRatio='{}'
+        savedBillingMode='{}'
+        savedBillingExpr='{}'
+        modelPrice='{}'
+        modelRatio={modelRatio}
+        cacheRatio='{}'
+        createCacheRatio='{}'
+        completionRatio='{}'
+        imageRatio='{}'
+        audioRatio='{}'
+        audioCompletionRatio='{}'
+        billingMode='{}'
+        billingExpr='{}'
+        onChange={vi.fn()}
+        onSave={vi.fn()}
+        isSaving={false}
+      />
+    </QueryClientProvider>
+  )
+  // The real page has pricing metadata loaded long before the user drags over
+  // a model name, so settle the pricing query before interacting.
+  await waitFor(() => expect(queryClient.isFetching()).toBe(0))
+  return view
+}
+
+// A drag-select ends with mousedown/mouseup inside the row and the browser
+// then fires `click` on the row. Only that final `click` is dispatched here so
+// the text selection created by the drag is still active when the row opens
+// the editor.
+it('keeps the drag-selected model name highlighted when the row click opens the editor', async () => {
+  await renderEditor()
+  const row = await screen.findByRole('row', { name: /gpt-4\.1-mini/ })
+  const nameCell = within(row).getByText('gpt-4.1-mini')
+  window.getSelection()?.selectAllChildren(nameCell)
+  expect(String(window.getSelection())).toBe('gpt-4.1-mini')
+
+  fireEvent.click(nameCell)
+
+  expect(
+    await screen.findByRole('region', { name: 'Edit model pricing' })
+  ).toBeInTheDocument()
+  expect(nameCell).toBeInTheDocument()
+  expect(String(window.getSelection())).toBe('gpt-4.1-mini')
+})
+
+it('keeps other rows mounted when a different model is opened for editing', async () => {
+  await renderEditor()
+  const targetRow = await screen.findByRole('row', { name: /gpt-4\.1-mini/ })
+  const otherName = within(
+    screen.getByRole('row', { name: /claude-sonnet/ })
+  ).getByText('claude-sonnet')
+
+  fireEvent.click(within(targetRow).getByText('gpt-4.1-mini'))
+
+  expect(
+    await screen.findByRole('region', { name: 'Edit model pricing' })
+  ).toBeInTheDocument()
+  expect(otherName).toBeInTheDocument()
+})
diff --git a/web/src/features/system-settings/models/__tests__/request-simulation.test.tsx b/web/src/features/system-settings/models/__tests__/request-simulation.test.tsx
index 614eb07..db454ee 100644
--- a/web/src/features/system-settings/models/__tests__/request-simulation.test.tsx
+++ b/web/src/features/system-settings/models/__tests__/request-simulation.test.tsx
@@ -31,6 +31,23 @@ const requestExpression =
 afterEach(() => vi.useRealTimers())
 
 describe('request simulation', () => {
+  test('explains absent task usage instead of showing a token estimator syntax error', () => {
+    render(
+      <TieredPricingEditor
+        billingExpr='tier("standard", u("seconds") * 0.09)'
+        requestRuleExpr=''
+        onBillingExprChange={vi.fn()}
+        onRequestRuleExprChange={vi.fn()}
+      />
+    )
+    expect(
+      screen.getByText(
+        "Task usage data is required to estimate this expression. Check the model's task plugin configuration."
+      )
+    ).toBeVisible()
+    expect(screen.queryByText('Token estimator')).not.toBeInTheDocument()
+    expect(screen.queryByText(/Expression error:/)).not.toBeInTheDocument()
+  })
   test('simulates billable image count separately from requested n and rejects invalid quantities', async () => {
     render(
       <RequestSimulation
diff --git a/web/src/features/system-settings/models/__tests__/task-pricing-copy.test.tsx b/web/src/features/system-settings/models/__tests__/task-pricing-copy.test.tsx
index d992887..252323c 100644
--- a/web/src/features/system-settings/models/__tests__/task-pricing-copy.test.tsx
+++ b/web/src/features/system-settings/models/__tests__/task-pricing-copy.test.tsx
@@ -205,6 +205,54 @@ it('lets users cancel or discard an unsupported expression and its request rules
   ).toHaveValue('tier("base", u("seconds") * 0)')
 })
 
+const retiredBranchExpression =
+  'u("mode") == "ultra" ? tier("ultra", u("seconds") * 1.2) : u("mode") == "pro" ? tier("pro", u("seconds") * 0.8) : tier("std", u("seconds") * 0.4)'
+
+it('opens an expression with a retired enum branch in the visual editor and keeps the remaining prices', () => {
+  const onChange = vi.fn()
+  render(
+    <TaskPricingDraft
+      expression={retiredBranchExpression}
+      onChange={onChange}
+    />
+  )
+  expect(screen.getByRole('table')).toBeVisible()
+  expect(
+    screen.getByRole('textbox', { name: 'Seconds price: mode: std' })
+  ).toHaveValue('0.4')
+  expect(
+    screen.getByRole('textbox', { name: 'Seconds price: mode: pro' })
+  ).toHaveValue('0.8')
+  expect(
+    screen.queryByText(
+      'This expression cannot be represented by the price table',
+      {
+        exact: false,
+      }
+    )
+  ).not.toBeInTheDocument()
+  expect(onChange).not.toHaveBeenCalled()
+})
+
+it('regenerates an edited expression without its retired enum branch', async () => {
+  const user = userEvent.setup()
+  const onChange = vi.fn()
+  render(
+    <TaskPricingDraft
+      expression={retiredBranchExpression}
+      onChange={onChange}
+    />
+  )
+  const price = screen.getByRole('textbox', {
+    name: 'Seconds price: mode: std',
+  })
+  await user.clear(price)
+  await user.type(price, '2')
+  expect(onChange).toHaveBeenLastCalledWith(
+    'u("mode") == "std" ? tier("std", u("seconds") * 2) : tier("pro", u("seconds") * 0.8)'
+  )
+})
+
 it('confirms regeneration of supported expressions and preserves their prices and request rules', async () => {
   const user = userEvent.setup()
   const onChange = vi.fn()
diff --git a/web/src/features/system-settings/models/__tests__/tool-price-validation.test.tsx b/web/src/features/system-settings/models/__tests__/tool-price-validation.test.tsx
index 5544d4f..6a23a33 100644
--- a/web/src/features/system-settings/models/__tests__/tool-price-validation.test.tsx
+++ b/web/src/features/system-settings/models/__tests__/tool-price-validation.test.tsx
@@ -59,6 +59,41 @@ describe('tool price validation', () => {
     expect(priceInput).toHaveAttribute('aria-invalid', 'false')
     expect(saveButton).toBeEnabled()
 
+    fireEvent.change(priceInput, { target: { value: '0.04' } })
+
+    expect(priceInput).toHaveValue(0.04)
+    expect(priceInput).toBeValid()
+    expect(saveButton).toBeEnabled()
+
+    fireEvent.change(priceInput, { target: { value: '0.0001' } })
+    expect(priceInput).toBeValid()
+
+    fireEvent.change(priceInput, { target: { value: '0.00001' } })
+    expect((priceInput as HTMLInputElement).validity.stepMismatch).toBe(true)
+
+    fireEvent.change(priceInput, { target: { value: '-0.04' } })
+
+    expect(priceInput).toHaveAttribute('aria-invalid', 'true')
+    expect(saveButton).toBeDisabled()
+
+    queryClient.clear()
+  })
+
+  test('shows the DeepSeek Search and Fetch prices for a config saved before they existed', () => {
+    const queryClient = new QueryClient()
+
+    render(
+      <QueryClientProvider client={queryClient}>
+        <ToolPriceSettings defaultValue='{"web_search":10}' />
+      </QueryClientProvider>
+    )
+
+    for (const key of ['deepseek_search', 'deepseek_fetch']) {
+      expect(
+        screen.getByRole('spinbutton', { name: `Price ($/1K calls): ${key}` })
+      ).toHaveValue(0.75)
+    }
+
     queryClient.clear()
   })
 })
diff --git a/web/src/features/system-settings/models/channel-selector-dialog.tsx b/web/src/features/system-settings/models/channel-selector-dialog.tsx
index a5d0a7d..8586e32 100644
--- a/web/src/features/system-settings/models/channel-selector-dialog.tsx
+++ b/web/src/features/system-settings/models/channel-selector-dialog.tsx
@@ -325,7 +325,7 @@ export function ChannelSelectorDialog({
       open={open}
       onOpenChange={onOpenChange}
       title={t('Select price sources')}
-      contentClassName='flex max-h-[90vh] max-w-[calc(100%-2rem)] flex-col sm:max-w-[90vw] xl:max-w-[1400px]'
+      contentClassName='flex max-h-[min(90dvh,var(--dialog-available-height))] max-w-[calc(100%-2rem)] flex-col sm:max-w-[90vw] xl:max-w-[1400px]'
       contentHeight='min(72vh, 720px)'
       bodyClassName='flex h-full min-h-0 flex-col overflow-hidden'
       footer={
diff --git a/web/src/features/system-settings/models/claude-settings-card.tsx b/web/src/features/system-settings/models/claude-settings-card.tsx
index beb662a..aaadb4d 100644
--- a/web/src/features/system-settings/models/claude-settings-card.tsx
+++ b/web/src/features/system-settings/models/claude-settings-card.tsx
@@ -254,7 +254,7 @@ export function ClaudeSettingsCard({ defaultValues }: ClaudeSettingsCardProps) {
                     <FormLabel>{t('Thinking Suffix Adapter')}</FormLabel>
                     <FormDescription>
                       {t(
-                        'Adapt `-thinking` suffix requests to Anthropic native thinking behavior while keeping billing predictable.'
+                        'Adapt `-thinking`, `-nothinking`, and effort suffixes such as `-high` to Anthropic native thinking behavior while keeping billing predictable. When off, model names are sent upstream unchanged.'
                       )}
                     </FormDescription>
                   </SettingsSwitchContent>
diff --git a/web/src/features/system-settings/models/conflict-confirm-dialog.tsx b/web/src/features/system-settings/models/conflict-confirm-dialog.tsx
index 76ce751..3bce184 100644
--- a/web/src/features/system-settings/models/conflict-confirm-dialog.tsx
+++ b/web/src/features/system-settings/models/conflict-confirm-dialog.tsx
@@ -47,7 +47,7 @@ export function ConflictConfirmDialog(props: ConflictConfirmDialogProps) {
       onOpenChange={props.onOpenChange}
       title={t('Preview price changes')}
       desc={t('Review and confirm the selected prices.')}
-      className='max-h-[90vh] overflow-y-auto data-[size=default]:max-w-[calc(100%-2rem)] data-[size=default]:sm:max-w-4xl'
+      className='max-h-[min(90dvh,var(--dialog-available-height))] overflow-y-auto data-[size=default]:max-w-[calc(100%-2rem)] data-[size=default]:sm:max-w-4xl'
       confirmText={t('Confirm Changes')}
       isLoading={props.isLoading}
       handleConfirm={props.onConfirm}
diff --git a/web/src/features/system-settings/models/gemini-settings-card.tsx b/web/src/features/system-settings/models/gemini-settings-card.tsx
index ca4ca4d..38ed312 100644
--- a/web/src/features/system-settings/models/gemini-settings-card.tsx
+++ b/web/src/features/system-settings/models/gemini-settings-card.tsx
@@ -339,7 +339,7 @@ export function GeminiSettingsCard({ defaultValues }: GeminiSettingsCardProps) {
                       {t('Supports `-thinking`, `-thinking-')}
                       {'{{budget}}'}
                       {t(
-                        '`, and `-nothinking` suffixes while routing to the correct Gemini variant.'
+                        '`, `-nothinking`, and effort suffixes such as `-high` while routing to the correct Gemini variant. When off, model names are sent upstream unchanged.'
                       )}
                     </FormDescription>
                   </SettingsSwitchContent>
diff --git a/web/src/features/system-settings/models/group-ratio-form.tsx b/web/src/features/system-settings/models/group-ratio-form.tsx
index 437acf8..eb9d8c4 100644
--- a/web/src/features/system-settings/models/group-ratio-form.tsx
+++ b/web/src/features/system-settings/models/group-ratio-form.tsx
@@ -1,6 +1,6 @@
 import { Code2, Eye, HelpCircle } from 'lucide-react'
 import { memo, useCallback, useMemo, useState, type ReactNode } from 'react'
-import type { UseFormReturn } from 'react-hook-form'
+import { useWatch, type UseFormReturn } from 'react-hook-form'
 import { useTranslation } from 'react-i18next'
 
 import {
@@ -43,8 +43,10 @@ import {
 import { SettingsPageActionsPortal } from '../components/settings-page-context'
 import { safeJsonParse } from '../utils/json-parser'
 import { safeNumberFieldProps } from '../utils/numeric-field'
-import { GroupRatioVisualEditor } from './group-ratio-visual-editor'
-import { GroupSpecialUsableRulesEditor } from './group-special-usable-editor'
+import {
+  GroupRatioVisualEditor,
+  type GroupSettingsSection,
+} from './group-ratio-visual-editor'
 /*
 Copyright (C) 2023-2026 QuantumNous
 
@@ -88,8 +90,10 @@ export const GroupRatioForm = memo(function GroupRatioForm({
   isSaving,
 }: GroupRatioFormProps) {
   const { t } = useTranslation()
+  const values = useWatch({ control: form.control })
   const [editMode, setEditMode] = useState<'visual' | 'json'>('visual')
   const [guideOpen, setGuideOpen] = useState(false)
+  const [section, setSection] = useState<GroupSettingsSection>('pricing')
 
   const handleFieldChange = useCallback(
     (field: keyof GroupFormValues, value: string) => {
@@ -132,24 +136,39 @@ export const GroupRatioForm = memo(function GroupRatioForm({
 
   return (
     <div className='space-y-6'>
-      <div className='flex flex-wrap justify-end gap-2'>
-        <Button variant='outline' size='sm' onClick={() => setGuideOpen(true)}>
-          <HelpCircle className='mr-2 h-4 w-4' />
-          {t('Usage guide')}
-        </Button>
-        <Button variant='outline' size='sm' onClick={toggleEditMode}>
-          {editMode === 'visual' ? (
-            <>
-              <Code2 className='mr-2 h-4 w-4' />
-              {t('Switch to JSON')}
-            </>
-          ) : (
-            <>
-              <Eye className='mr-2 h-4 w-4' />
-              {t('Switch to Visual')}
-            </>
-          )}
-        </Button>
+      <div className='flex flex-wrap items-center justify-between gap-3'>
+        <p className='text-muted-foreground text-sm'>
+          {editMode === 'visual'
+            ? t(
+                'Manage pricing, visibility and automatic routing for your groups.'
+              )
+            : t(
+                'Edit group settings as JSON. Changes are shared with the visual editor.'
+              )}
+        </p>
+        <div className='flex shrink-0 gap-2'>
+          <Button
+            variant='outline'
+            size='sm'
+            onClick={() => setGuideOpen(true)}
+          >
+            <HelpCircle className='mr-2 h-4 w-4' />
+            {t('Usage guide')}
+          </Button>
+          <Button variant='outline' size='sm' onClick={toggleEditMode}>
+            {editMode === 'visual' ? (
+              <>
+                <Code2 className='mr-2 h-4 w-4' />
+                {t('Switch to JSON')}
+              </>
+            ) : (
+              <>
+                <Eye className='mr-2 h-4 w-4' />
+                {t('Switch to Visual')}
+              </>
+            )}
+          </Button>
+        </div>
       </div>
 
       <GroupTagsEditor groups={groupNames} />
@@ -160,85 +179,84 @@ export const GroupRatioForm = memo(function GroupRatioForm({
           <Button
             type='button'
             size='sm'
-            onClick={form.handleSubmit(onSave)}
+            onClick={form.handleSubmit(onSave, (errors) => {
+              if (errors.MaxTokenAutoGroups) {
+                setEditMode('visual')
+                setSection('auto')
+                requestAnimationFrame(() => form.setFocus('MaxTokenAutoGroups'))
+              }
+            })}
             disabled={isSaving}
           >
-            {isSaving ? t('Saving...') : t('Save group ratios')}
+            {isSaving ? t('Saving...') : t('Save group settings')}
           </Button>
         </SettingsPageActionsPortal>
         {editMode === 'visual' ? (
-          <div className='space-y-6'>
-            <GroupRatioVisualEditor
-              groupRatio={form.watch('GroupRatio')}
-              topupGroupRatio={form.watch('TopupGroupRatio')}
-              userUsableGroups={form.watch('UserUsableGroups')}
-              groupGroupRatio={form.watch('GroupGroupRatio')}
-              autoGroups={form.watch('AutoGroups')}
-              maxTokenAutoGroupsField={
-                <FormField
-                  control={form.control}
-                  name='MaxTokenAutoGroups'
-                  render={({ field, fieldState }) => (
-                    <FormItem data-invalid={fieldState.invalid}>
-                      <FormLabel>
-                        {t('Maximum custom groups per token')}
-                      </FormLabel>
-                      <FormControl>
-                        <Input
-                          {...safeNumberFieldProps(field)}
-                          type='number'
-                          min={1}
-                          step={1}
-                          aria-invalid={fieldState.invalid}
-                        />
-                      </FormControl>
-                      <FormDescription>
-                        {t(
-                          'Limits only token-specific Auto snapshots. Global Auto inheritance remains unlimited.'
-                        )}
-                      </FormDescription>
-                      <FormMessage />
-                    </FormItem>
-                  )}
-                />
-              }
-              groupSpecialUsableGroup={form.watch('GroupSpecialUsableGroup')}
-              onChange={(field, value) =>
-                handleFieldChange(field as keyof GroupFormValues, value)
-              }
-            />
-
-            <GroupSpecialUsableRulesEditor
-              value={form.watch('GroupSpecialUsableGroup')}
-              groupOptions={groupNames}
-              onChange={(value) =>
-                handleFieldChange('GroupSpecialUsableGroup', value)
-              }
-            />
-
-            <FormField
-              control={form.control}
-              name='DefaultUseAutoGroup'
-              render={({ field }) => (
-                <SettingsSwitchItem>
-                  <SettingsSwitchContent>
-                    <FormLabel>{t('Default to auto groups')}</FormLabel>
+          <GroupRatioVisualEditor
+            section={section}
+            onSectionChange={setSection}
+            groupRatio={values.GroupRatio ?? ''}
+            topupGroupRatio={values.TopupGroupRatio ?? ''}
+            userUsableGroups={values.UserUsableGroups ?? ''}
+            groupGroupRatio={values.GroupGroupRatio ?? ''}
+            autoGroups={values.AutoGroups ?? ''}
+            maxTokenAutoGroupsField={
+              <FormField
+                control={form.control}
+                name='MaxTokenAutoGroups'
+                render={({ field, fieldState }) => (
+                  <FormItem data-invalid={fieldState.invalid}>
+                    <FormLabel>
+                      {t('Maximum custom groups per token')}
+                    </FormLabel>
+                    <FormControl>
+                      <Input
+                        {...safeNumberFieldProps(field)}
+                        type='number'
+                        min={1}
+                        step={1}
+                        aria-invalid={fieldState.invalid}
+                      />
+                    </FormControl>
                     <FormDescription>
                       {t(
-                        'When enabled, newly created tokens start in the first auto group.'
+                        'Limits only token-specific Auto snapshots. Global Auto inheritance remains unlimited.'
                       )}
                     </FormDescription>
-                  </SettingsSwitchContent>
-                  <FormControl>
-                    <Switch
-                      checked={field.value}
-                      onCheckedChange={field.onChange}
-                    />
-                  </FormControl>
-                </SettingsSwitchItem>
-              )}
-            />
-          </div>
+                    <FormMessage />
+                  </FormItem>
+                )}
+              />
+            }
+            defaultUseAutoGroupField={
+              <FormField
+                control={form.control}
+                name='DefaultUseAutoGroup'
+                render={({ field }) => (
+                  <SettingsSwitchItem>
+                    <SettingsSwitchContent>
+                      <FormLabel>{t('Default to auto groups')}</FormLabel>
+                      <FormDescription>
+                        {t(
+                          'If default auto group is enabled, newly created tokens start with auto instead of an empty group.'
+                        )}
+                      </FormDescription>
+                    </SettingsSwitchContent>
+                    <FormControl>
+                      <Switch
+                        checked={field.value}
+                        onCheckedChange={field.onChange}
+                      />
+                    </FormControl>
+                  </SettingsSwitchItem>
+                )}
+              />
+            }
+            groupSpecialUsableGroup={values.GroupSpecialUsableGroup ?? ''}
+            onChange={(field, value) =>
+              handleFieldChange(field as keyof GroupFormValues, value)
+            }
+          />
         ) : (
           <SettingsForm onSubmit={form.handleSubmit(onSave)}>
             <FormField
@@ -351,7 +369,7 @@ export const GroupRatioForm = memo(function GroupRatioForm({
               name='AutoGroups'
               render={({ field }) => (
                 <FormItem>
-                  <FormLabel>{t('Auto assignment order')}</FormLabel>
+                  <FormLabel>{t('Auto group order')}</FormLabel>
                   <FormControl>
                     <JsonCodeEditor
                       value={field.value}
@@ -364,7 +382,7 @@ export const GroupRatioForm = memo(function GroupRatioForm({
                   </FormControl>
                   <FormDescription>
                     {t(
-                      'JSON array of group identifiers. When enabled below, new tokens rotate through this list.'
+                      'Priority order for tokens in the auto group. The system tries groups from top to bottom.'
                     )}
                   </FormDescription>
                   <FormMessage />
@@ -431,7 +449,7 @@ export const GroupRatioForm = memo(function GroupRatioForm({
                     <FormLabel>{t('Default to auto groups')}</FormLabel>
                     <FormDescription>
                       {t(
-                        'When enabled, newly created tokens start in the first auto group.'
+                        'If default auto group is enabled, newly created tokens start with auto instead of an empty group.'
                       )}
                     </FormDescription>
                   </SettingsSwitchContent>
@@ -541,7 +559,7 @@ function GroupPricingGuide({ open, onOpenChange }: GroupPricingGuideProps) {
                   {t('Find the billing group.')}
                 </span>{' '}
                 {t(
-                  'Use the group set on the token. If the token has no group, use the user group. The auto group tries the auto assignment order from top to bottom.'
+                  'Use the group set on the token. If the token has no group, use the user group. The auto group tries the configured groups from top to bottom.'
                 )}
               </li>
               <li>
diff --git a/web/src/features/system-settings/models/group-ratio-visual-editor.tsx b/web/src/features/system-settings/models/group-ratio-visual-editor.tsx
index 7448b99..4d7a182 100644
--- a/web/src/features/system-settings/models/group-ratio-visual-editor.tsx
+++ b/web/src/features/system-settings/models/group-ratio-visual-editor.tsx
@@ -16,15 +16,16 @@ along with this program. If not, see <https://www.gnu.org/licenses/>.
 
 For commercial licensing, please contact support@quantumnous.com
 */
-import { Combobox } from '@/components/ui/combobox'
 import {
   AlertTriangle,
   ChevronDown,
-  GripVertical,
+  Search,
+  X,
   Info,
   Plus,
   Trash2,
 } from 'lucide-react'
+import { Reorder } from 'motion/react'
 import {
   useState,
   useMemo,
@@ -35,6 +36,7 @@ import {
 } from 'react'
 import { useTranslation } from 'react-i18next'
 
+import { AutoGroupOrderItem } from '@/components/auto-group-order-item'
 import { StaticDataTable } from '@/components/data-table/static/static-data-table'
 import { StaticRowActions } from '@/components/data-table/static/static-row-actions'
 import { Dialog } from '@/components/dialog'
@@ -43,6 +45,7 @@ import {
   sideDrawerFormClassName,
   sideDrawerHeaderClassName,
 } from '@/components/drawer-layout'
+import { EmptyState } from '@/components/empty-state'
 import { StatusBadge } from '@/components/status-badge'
 import { Button } from '@/components/ui/button'
 import {
@@ -58,9 +61,16 @@ import {
   CollapsibleContent,
   CollapsibleTrigger,
 } from '@/components/ui/collapsible'
+import { Combobox } from '@/components/ui/combobox'
 import { Input } from '@/components/ui/input'
+import {
+  InputGroup,
+  InputGroupAddon,
+  InputGroupButton,
+  InputGroupInput,
+} from '@/components/ui/input-group'
 import { Label } from '@/components/ui/label'
-
+import { Separator } from '@/components/ui/separator'
 import {
   Sheet,
   SheetContent,
@@ -68,10 +78,23 @@ import {
   SheetHeader,
   SheetTitle,
 } from '@/components/ui/sheet'
+import { Tabs, TabsContent, TabsList, TabsTrigger } from '@/components/ui/tabs'
+import { toIntlLocale } from '@/i18n/languages'
+import { formatNumber } from '@/lib/format'
 
 import { safeJsonParse } from '../utils/json-parser'
+import { GroupSpecialUsableRulesEditor } from './group-special-usable-editor'
+
+export type GroupSettingsSection =
+  | 'pricing'
+  | 'overrides'
+  | 'visibility'
+  | 'auto'
 
 type GroupRatioVisualEditorProps = {
+  section: GroupSettingsSection
+  onSectionChange: (section: GroupSettingsSection) => void
+  defaultUseAutoGroupField: ReactNode
   groupRatio: string
   topupGroupRatio: string
   userUsableGroups: string
@@ -96,9 +119,8 @@ type RegistryEntry = {
   ratio: number
 }
 
-const sectionCardClassName =
-  'relative shadow-sm ring-0 before:pointer-events-none before:absolute before:inset-0 before:rounded-xl before:border before:border-border/90'
-const sectionHeaderClassName = 'border-b bg-muted/20'
+const sectionCardClassName = 'min-w-0 shadow-none'
+const sectionHeaderClassName = 'gap-2 border-b'
 
 let groupPricingIdCounter = 0
 function createGroupPricingId() {
@@ -232,17 +254,22 @@ function GroupNameSelect(props: GroupNameSelectProps) {
 
   return (
     <Combobox
-  options={options.map((name) => ({ value: name, label: name }))}
-  value={props.value}
-  onValueChange={(value) => { if (value) props.onValueChange(value) }}
-  className={props.className ?? 'w-48'}
-  placeholder={props.placeholder}
-  aria-label={props.placeholder}
-/>
+      options={options.map((name) => ({ value: name, label: name }))}
+      value={props.value}
+      onValueChange={(value) => {
+        if (value) props.onValueChange(value)
+      }}
+      className={props.className ?? 'w-48'}
+      placeholder={props.placeholder}
+      aria-label={props.placeholder}
+    />
   )
 }
 
 export const GroupRatioVisualEditor = memo(function GroupRatioVisualEditor({
+  section,
+  onSectionChange,
+  defaultUseAutoGroupField,
   groupRatio,
   topupGroupRatio,
   userUsableGroups,
@@ -252,7 +279,8 @@ export const GroupRatioVisualEditor = memo(function GroupRatioVisualEditor({
   groupSpecialUsableGroup,
   onChange,
 }: GroupRatioVisualEditorProps) {
-  const { t } = useTranslation()
+  const { t, i18n } = useTranslation()
+  const locale = toIntlLocale(i18n.resolvedLanguage || i18n.language)
   const [detailGroup, setDetailGroup] = useState<string | null>(null)
 
   const registry = useMemo<RegistryEntry[]>(() => {
@@ -316,82 +344,116 @@ export const GroupRatioVisualEditor = memo(function GroupRatioVisualEditor({
   )
 
   return (
-    <div className='space-y-4'>
-      <GroupPricingTable
-        groupRatio={groupRatio}
-        userUsableGroups={userUsableGroups}
-        topupGroupRatio={topupGroupRatio}
-        onChange={onChange}
-        onShowDetail={setDetailGroup}
-      />
-
-      <GroupOverrideRules
-        registry={registry}
-        groupGroupRatio={groupGroupRatio}
-        onChange={onChange}
-      />
-
-      {/* Auto Groups */}
-      <Card className={sectionCardClassName}>
-        <CardHeader className={sectionHeaderClassName}>
-          <CardTitle>{t('Auto assignment order')}</CardTitle>
-          <CardDescription>
-            {t(
-              'Priority order for tokens in the auto group. The system tries groups from top to bottom.'
-            )}
-          </CardDescription>
-        </CardHeader>
-        <CardContent>
-          <div className='space-y-4'>
-            {maxTokenAutoGroupsField}
-            <GroupNameSelect
-              options={autoGroupCandidates}
-              value={null}
-              placeholder={t('Add group')}
-              onValueChange={handleAutoGroupAdd}
-            />
-            {autoGroupsList.length > 0 && (
-              <div className='space-y-2'>
-                {autoGroupsList.map((group, index) => (
-                  <div
-                    key={group}
-                    className='flex items-center gap-2 rounded-md border p-3'
-                  >
-                    <GripVertical className='text-muted-foreground h-4 w-4' />
-                    <span className='font-medium'>{group}</span>
-                    {!registryNames.includes(group) && <UnknownGroupBadge />}
-                    <div className='ml-auto flex gap-1'>
-                      <Button
-                        variant='ghost'
-                        size='sm'
-                        disabled={index === 0}
-                        onClick={() => handleAutoGroupMove(index, 'up')}
-                      >
-                        ↑
-                      </Button>
-                      <Button
-                        variant='ghost'
-                        size='sm'
-                        disabled={index === autoGroupsList.length - 1}
-                        onClick={() => handleAutoGroupMove(index, 'down')}
-                      >
-                        ↓
-                      </Button>
-                      <Button
-                        variant='ghost'
-                        size='sm'
-                        onClick={() => handleAutoGroupDelete(index)}
-                      >
-                        <Trash2 className='h-4 w-4' />
-                      </Button>
-                    </div>
-                  </div>
-                ))}
-              </div>
-            )}
-          </div>
-        </CardContent>
-      </Card>
+    <Tabs
+      value={section}
+      onValueChange={(value) => onSectionChange(value as GroupSettingsSection)}
+      className='min-w-0 gap-5'
+    >
+      <div className='min-w-0 overflow-x-auto pb-1'>
+        <TabsList aria-label={t('Group settings')} className='w-full min-w-max'>
+          <TabsTrigger value='pricing' className='px-3'>
+            {t('Pricing groups')}
+          </TabsTrigger>
+          <TabsTrigger value='overrides' className='px-3'>
+            {t('Special ratio rules')}
+          </TabsTrigger>
+          <TabsTrigger value='visibility' className='px-3'>
+            {t('Group visibility')}
+          </TabsTrigger>
+          <TabsTrigger value='auto' className='px-3'>
+            {t('Auto group order')}
+          </TabsTrigger>
+        </TabsList>
+      </div>
+      <TabsContent value='pricing' keepMounted>
+        <GroupPricingTable
+          groupRatio={groupRatio}
+          userUsableGroups={userUsableGroups}
+          topupGroupRatio={topupGroupRatio}
+          onChange={onChange}
+          onShowDetail={setDetailGroup}
+        />
+      </TabsContent>
+      <TabsContent value='overrides' keepMounted>
+        <GroupOverrideRules
+          registry={registry}
+          groupGroupRatio={groupGroupRatio}
+          onChange={onChange}
+        />
+      </TabsContent>
+      <TabsContent value='visibility' keepMounted>
+        <GroupSpecialUsableRulesEditor
+          value={groupSpecialUsableGroup}
+          groupOptions={registryNames}
+          onChange={(value) => onChange('GroupSpecialUsableGroup', value)}
+        />
+      </TabsContent>
+      <TabsContent value='auto' keepMounted>
+        <Card className={sectionCardClassName}>
+          <CardHeader className={sectionHeaderClassName}>
+            <CardTitle>{t('Auto group order')}</CardTitle>
+            <CardDescription>
+              {t(
+                'Priority order for tokens in the auto group. The system tries groups from top to bottom.'
+              )}
+            </CardDescription>
+          </CardHeader>
+          <CardContent className='grid gap-6 lg:grid-cols-[minmax(0,1fr)_minmax(16rem,0.7fr)]'>
+            <div className='flex min-w-0 flex-col gap-3'>
+              <GroupNameSelect
+                options={autoGroupCandidates}
+                value={null}
+                className='w-full'
+                placeholder={t('Add group')}
+                onValueChange={handleAutoGroupAdd}
+              />
+              {autoGroupsList.length === 0 ? (
+                <EmptyState
+                  className='min-h-40'
+                  title={t('No auto groups configured')}
+                  description={t(
+                    'Add groups in the order they should be tried.'
+                  )}
+                />
+              ) : (
+                <Reorder.Group
+                  as='ol'
+                  axis='y'
+                  values={autoGroupsList}
+                  onReorder={(groups) =>
+                    onChange('AutoGroups', JSON.stringify(groups, null, 2))
+                  }
+                  aria-label={t('Auto group order')}
+                  className='flex flex-col gap-2'
+                >
+                  {autoGroupsList.map((group, index) => (
+                    <AutoGroupOrderItem
+                      key={group}
+                      group={group}
+                      index={index}
+                      count={autoGroupsList.length}
+                      onMove={handleAutoGroupMove}
+                      onRemove={() => handleAutoGroupDelete(index)}
+                      leading={
+                        <span className='text-muted-foreground w-5 shrink-0 text-center text-sm tabular-nums'>
+                          {formatNumber(index + 1, locale)}
+                        </span>
+                      }
+                    >
+                      {!registryNames.includes(group) && <UnknownGroupBadge />}
+                    </AutoGroupOrderItem>
+                  ))}
+                </Reorder.Group>
+              )}
+            </div>
+            <div className='bg-muted/20 flex min-w-0 flex-col gap-4 self-start rounded-lg border p-4'>
+              {defaultUseAutoGroupField}
+              <Separator />
+              {maxTokenAutoGroupsField}
+            </div>
+          </CardContent>
+        </Card>
+      </TabsContent>
 
       <GroupDetailSheet
         groupName={detailGroup}
@@ -405,7 +467,7 @@ export const GroupRatioVisualEditor = memo(function GroupRatioVisualEditor({
         autoGroups={autoGroupsList}
         groupSpecialUsableGroup={groupSpecialUsableGroup}
       />
-    </div>
+    </Tabs>
   )
 })
 
@@ -425,6 +487,7 @@ function GroupPricingTable({
   onShowDetail,
 }: GroupPricingTableProps) {
   const { t } = useTranslation()
+  const [search, setSearch] = useState('')
   const [rows, setRows] = useState<GroupPricingRow[]>(() =>
     buildGroupPricingRows(groupRatio, userUsableGroups, topupGroupRatio)
   )
@@ -472,6 +535,7 @@ function GroupPricingTable({
   )
 
   const addRow = useCallback(() => {
+    setSearch('')
     const existingNames = new Set(rows.map((row) => row.name))
     let index = 1
     let name = `group_${index}`
@@ -480,7 +544,6 @@ function GroupPricingTable({
       name = `group_${index}`
     }
     emitRows([
-      ...rows,
       {
         _id: createGroupPricingId(),
         name,
@@ -489,6 +552,7 @@ function GroupPricingTable({
         selectable: true,
         description: '',
       },
+      ...rows,
     ])
   }, [emitRows, rows])
 
@@ -511,6 +575,14 @@ function GroupPricingTable({
       .map(([name]) => name)
   }, [rows])
 
+  const query = search.trim().toLowerCase()
+  const visibleRows = rows.filter(
+    (row) =>
+      !query ||
+      row.name.toLowerCase().includes(query) ||
+      row.description.toLowerCase().includes(query)
+  )
+
   return (
     <Card className={sectionCardClassName}>
       <CardHeader className={sectionHeaderClassName}>
@@ -530,12 +602,56 @@ function GroupPricingTable({
         </div>
       </CardHeader>
       <CardContent>
-        <div className='space-y-3'>
+        <div className='flex min-w-0 flex-col gap-4'>
+          <InputGroup className='max-w-sm'>
+            <InputGroupAddon>
+              <Search aria-hidden='true' />
+            </InputGroupAddon>
+            <InputGroupInput
+              value={search}
+              onChange={(event) => setSearch(event.target.value)}
+              aria-label={t('Search groups by name or description')}
+              placeholder={t('Search groups by name or description')}
+            />
+            {search && (
+              <InputGroupAddon align='inline-end'>
+                <InputGroupButton
+                  size='icon-xs'
+                  aria-label={t('Clear search')}
+                  onClick={() => setSearch('')}
+                >
+                  <X aria-hidden='true' />
+                </InputGroupButton>
+              </InputGroupAddon>
+            )}
+          </InputGroup>
           <StaticDataTable
-            data={rows}
+            tableClassName='min-w-[760px]'
+            tableProps={{ 'aria-label': t('Pricing groups') }}
+            data={visibleRows}
             getRowKey={(row) => row._id}
             emptyClassName='text-muted-foreground h-20 text-sm'
-            emptyContent={t('No groups yet. Add a group to get started.')}
+            emptyContent={
+              <EmptyState
+                className='min-h-40'
+                title={
+                  query
+                    ? t('No results found')
+                    : t('No groups yet. Add a group to get started.')
+                }
+                action={
+                  query ? (
+                    <Button
+                      variant='outline'
+                      size='sm'
+                      onClick={() => setSearch('')}
+                    >
+                      {t('Clear search')}
+                    </Button>
+                  ) : undefined
+                }
+              />
+            }
             columns={[
               {
                 id: 'group',
@@ -544,6 +660,7 @@ function GroupPricingTable({
                 cell: (row) => (
                   <Input
                     value={row.name}
+                    aria-label={t('Group name')}
                     onChange={(event) =>
                       updateRow(row._id, 'name', event.target.value)
                     }
@@ -559,8 +676,9 @@ function GroupPricingTable({
                   <Input
                     type='number'
                     min={0}
-                    step={0.1}
+                    step={0.0001}
                     value={row.ratio}
+                    aria-label={t('Ratio')}
                     onChange={(event) =>
                       updateRow(row._id, 'ratio', event.target.value)
                     }
@@ -575,8 +693,9 @@ function GroupPricingTable({
                   <Input
                     type='number'
                     min={0}
-                    step={0.1}
+                    step={0.0001}
                     value={row.topupRatio}
+                    aria-label={t('Top-up ratio')}
                     placeholder={t('Not set')}
                     onChange={(event) =>
                       updateRow(row._id, 'topupRatio', event.target.value)
@@ -608,6 +727,7 @@ function GroupPricingTable({
                   row.selectable ? (
                     <Input
                       value={row.description}
+                      aria-label={t('Group description')}
                       placeholder={t('Group description')}
                       onChange={(event) =>
                         updateRow(row._id, 'description', event.target.value)
@@ -805,19 +925,37 @@ function GroupOverrideRules({
             <Plus className='mr-2 h-4 w-4' />
             {t('Add user group')}
           </Button>
+          {groupGroupRatioList.length === 0 && (
+            <EmptyState
+              className='min-h-40'
+              title={t('No special ratios configured')}
+              description={t(
+                'Base group ratios apply until you add an override.'
+              )}
+            />
+          )}
           {groupGroupRatioList.length > 0 && (
             <div className='space-y-3'>
               {groupGroupRatioList.map((userGroupData) => (
-                <Collapsible key={userGroupData.userGroup}>
+                <Collapsible key={userGroupData.userGroup} defaultOpen>
                   <div className='rounded-lg border'>
-                    <div className='flex items-center justify-between p-4'>
-                      <div className='flex items-center gap-2'>
-                        <CollapsibleTrigger
-                          render={<Button variant='ghost' size='sm' />}
-                        >
-                          <ChevronDown className='h-4 w-4' />
-                        </CollapsibleTrigger>
-                        <span className='font-semibold'>
+                    <div className='flex items-center justify-between gap-2 p-3'>
+                      <CollapsibleTrigger
+                        render={
+                          <Button
+                            variant='ghost'
+                            className='h-auto min-w-0 justify-start whitespace-normal'
+                          />
+                        }
+                        aria-label={t('Rules for {{group}}', {
+                          group: userGroupData.userGroup,
+                        })}
+                      >
+                        <ChevronDown
+                          className='size-4 shrink-0'
+                          aria-hidden='true'
+                        />
+                        <span className='min-w-0 truncate font-semibold'>
                           {userGroupData.userGroup}
                         </span>
                         {!registryNames.includes(userGroupData.userGroup) && (
@@ -831,11 +969,12 @@ function GroupOverrideRules({
                             count: userGroupData.overrides.length,
                           })}
                         </span>
-                      </div>
-                      <div className='flex gap-2'>
+                      </CollapsibleTrigger>
+                      <div className='flex shrink-0 gap-1'>
                         <Button
                           variant='ghost'
                           size='sm'
+                          aria-label={t('Add ratio override')}
                           onClick={() =>
                             handleOverrideAdd(userGroupData.userGroup)
                           }
@@ -845,6 +984,9 @@ function GroupOverrideRules({
                         <Button
                           variant='ghost'
                           size='sm'
+                          aria-label={t('Remove {{group}}', {
+                            group: userGroupData.userGroup,
+                          })}
                           onClick={() =>
                             handleUserGroupDelete(userGroupData.userGroup)
                           }
@@ -866,8 +1008,13 @@ function GroupOverrideRules({
                                 header: t('Billing group'),
                                 cellClassName: 'font-medium',
                                 cell: (override) => (
-                                  <span className='inline-flex items-center gap-1.5'>
-                                    {override.targetGroup}
+                                  <span className='inline-flex max-w-48 items-center gap-1.5'>
+                                    <span
+                                      className='truncate'
+                                      title={override.targetGroup}
+                                    >
+                                      {override.targetGroup}
+                                    </span>
                                     {!registryNames.includes(
                                       override.targetGroup
                                     ) && (
@@ -1254,7 +1401,7 @@ function GroupDetailSheet(props: GroupDetailSheetProps) {
                 )}
                 <div className='flex justify-between'>
                   <dt className='text-muted-foreground'>
-                    {t('Auto assignment order')}
+                    {t('Auto group order')}
                   </dt>
                   <dd className='font-medium'>
                     {detail.autoIndex >= 0
diff --git a/web/src/features/system-settings/models/group-special-usable-editor.tsx b/web/src/features/system-settings/models/group-special-usable-editor.tsx
index b0752ab..594ca41 100644
--- a/web/src/features/system-settings/models/group-special-usable-editor.tsx
+++ b/web/src/features/system-settings/models/group-special-usable-editor.tsx
@@ -16,7 +16,6 @@ along with this program. If not, see <https://www.gnu.org/licenses/>.
 
 For commercial licensing, please contact support@quantumnous.com
 */
-import { Combobox } from '@/components/ui/combobox'
 import {
   AlertTriangle,
   ChevronDown,
@@ -27,6 +26,7 @@ import {
 import { useCallback, useMemo, useState } from 'react'
 import { useTranslation } from 'react-i18next'
 
+import { EmptyState } from '@/components/empty-state'
 import { StatusBadge } from '@/components/status-badge'
 import { Button } from '@/components/ui/button'
 import {
@@ -41,12 +41,19 @@ import {
   CollapsibleContent,
   CollapsibleTrigger,
 } from '@/components/ui/collapsible'
+import { Combobox } from '@/components/ui/combobox'
 import { Input } from '@/components/ui/input'
-import { Select, SelectContent, SelectGroup, SelectItem, SelectTrigger, SelectValue } from '@/components/ui/select'
+import {
+  Select,
+  SelectContent,
+  SelectGroup,
+  SelectItem,
+  SelectTrigger,
+  SelectValue,
+} from '@/components/ui/select'
 
-const sectionCardClassName =
-  'relative shadow-sm ring-0 before:pointer-events-none before:absolute before:inset-0 before:rounded-xl before:border before:border-border/90'
-const sectionHeaderClassName = 'border-b bg-muted/20'
+const sectionCardClassName = 'min-w-0 shadow-none'
+const sectionHeaderClassName = 'gap-2 border-b'
 
 type Rule = {
   _id: string
@@ -141,13 +148,15 @@ function GroupSelect(props: GroupSelectProps) {
 
   return (
     <Combobox
-  options={knownOptions.map((name) => ({ value: name, label: name }))}
-  value={props.value}
-  onValueChange={(value) => { if (value) props.onValueChange(value) }}
-  className={props.className}
-  placeholder={props.placeholder}
-  aria-label={props.placeholder}
-/>
+      options={knownOptions.map((name) => ({ value: name, label: name }))}
+      value={props.value}
+      onValueChange={(value) => {
+        if (value) props.onValueChange(value)
+      }}
+      className={props.className}
+      placeholder={props.placeholder}
+      aria-label={props.placeholder}
+    />
   )
 }
 
@@ -169,26 +178,30 @@ type GroupSectionProps = {
 
 function GroupSection(props: GroupSectionProps) {
   const { t } = useTranslation()
-  const [open, setOpen] = useState(false)
+  const [open, setOpen] = useState(true)
   const isKnownGroup = props.groupOptions.includes(props.groupName)
 
   return (
     <Collapsible open={open} onOpenChange={setOpen}>
       <div className='rounded-lg border'>
-        <div className='flex items-center justify-between p-3'>
-          <div className='flex items-center gap-2'>
-            <CollapsibleTrigger
-              render={
-                <Button variant='ghost' size='sm' className='h-6 w-6 p-0' />
-              }
-            >
-              {open ? (
-                <ChevronUp className='h-4 w-4' />
-              ) : (
-                <ChevronDown className='h-4 w-4' />
-              )}
-            </CollapsibleTrigger>
-            <span className='font-semibold'>{props.groupName}</span>
+        <div className='flex items-center justify-between gap-2 p-3'>
+          <CollapsibleTrigger
+            render={
+              <Button
+                variant='ghost'
+                className='h-auto min-w-0 justify-start whitespace-normal'
+              />
+            }
+            aria-label={t('Rules for {{group}}', { group: props.groupName })}
+          >
+            {open ? (
+              <ChevronUp className='h-4 w-4' />
+            ) : (
+              <ChevronDown className='h-4 w-4' />
+            )}
+            <span className='min-w-0 truncate font-semibold'>
+              {props.groupName}
+            </span>
             {!isKnownGroup && (
               <StatusBadge variant='danger' copyable={false}>
                 <AlertTriangle className='mr-1 h-3 w-3' />
@@ -198,13 +211,17 @@ function GroupSection(props: GroupSectionProps) {
             <StatusBadge variant='neutral' copyable={false}>
               {props.items.length} {t('rules')}
             </StatusBadge>
-          </div>
-          <div className='flex items-center gap-1'>
+          </CollapsibleTrigger>
+          <div className='flex shrink-0 items-center gap-1'>
             <Button
               variant='ghost'
               size='sm'
               className='h-7 w-7 p-0'
-              onClick={() => props.onAdd(props.groupName)}
+              aria-label={t('Add rule')}
+              onClick={() => {
+                props.onAdd(props.groupName)
+                setOpen(true)
+              }}
             >
               <Plus className='h-4 w-4' />
             </Button>
@@ -212,6 +229,7 @@ function GroupSection(props: GroupSectionProps) {
               variant='ghost'
               size='sm'
               className='text-destructive h-7 w-7 p-0'
+              aria-label={t('Remove {{group}}', { group: props.groupName })}
               onClick={() => props.onRemoveGroup(props.groupName)}
             >
               <Trash2 className='h-4 w-4' />
@@ -221,7 +239,10 @@ function GroupSection(props: GroupSectionProps) {
         <CollapsibleContent>
           <div className='space-y-2 border-t p-3'>
             {props.items.map((rule) => (
-              <div key={rule._id} className='flex items-center gap-2'>
+              <div
+                key={rule._id}
+                className='grid min-w-0 grid-cols-[minmax(0,1fr)_auto] items-center gap-2 rounded-lg border p-3 sm:grid-cols-[130px_minmax(0,1fr)_minmax(0,1fr)_auto] sm:border-0 sm:p-0'
+              >
                 <Select
                   value={rule.visible ? 'visible' : 'hidden'}
                   onValueChange={(v) =>
@@ -229,7 +250,10 @@ function GroupSection(props: GroupSectionProps) {
                     props.onUpdate(rule._id, 'visible', v === 'visible')
                   }
                 >
-                  <SelectTrigger className='w-[130px]'>
+                  <SelectTrigger
+                    className='w-full sm:w-[130px]'
+                    aria-label={t('Group visibility')}
+                  >
                     <SelectValue>
                       <StatusBadge
                         label={rule.visible ? t('Extra visible') : t('Hidden')}
@@ -257,9 +281,9 @@ function GroupSection(props: GroupSectionProps) {
                     </SelectGroup>
                   </SelectContent>
                 </Select>
-                <div className='flex flex-1 items-center gap-1.5'>
+                <div className='col-start-1 row-start-2 flex min-w-0 items-center gap-1.5 sm:col-start-auto sm:row-start-auto'>
                   <GroupSelect
-                    className='flex-1'
+                    className='min-w-0 flex-1'
                     options={props.groupOptions}
                     value={rule.targetGroup}
                     placeholder={t('Group name')}
@@ -277,7 +301,8 @@ function GroupSection(props: GroupSectionProps) {
                 </div>
                 {rule.visible ? (
                   <Input
-                    className='flex-1'
+                    className='col-start-1 row-start-3 min-w-0 sm:col-start-auto sm:row-start-auto'
+                    aria-label={t('Description')}
                     value={rule.description}
                     placeholder={t('Description')}
                     onChange={(e) =>
@@ -285,14 +310,15 @@ function GroupSection(props: GroupSectionProps) {
                     }
                   />
                 ) : (
-                  <div className='text-muted-foreground flex-1 px-3 text-sm'>
+                  <div className='text-muted-foreground hidden px-3 text-sm sm:block'>
                     -
                   </div>
                 )}
                 <Button
                   variant='ghost'
                   size='sm'
-                  className='text-destructive h-8 w-8 p-0'
+                  className='text-destructive col-start-2 row-start-1 size-8 p-0 sm:col-start-auto sm:row-start-auto'
+                  aria-label={t('Delete rule')}
                   onClick={() => props.onRemove(rule._id)}
                 >
                   <Trash2 className='h-4 w-4' />
@@ -400,9 +426,10 @@ export function GroupSpecialUsableRulesEditor(
       <CardContent>
         <div className='space-y-3'>
           {grouped.length === 0 ? (
-            <p className='text-muted-foreground py-4 text-center text-sm'>
-              {t('No rules yet. Add a group below to get started.')}
-            </p>
+            <EmptyState
+              className='min-h-40'
+              title={t('No rules yet. Add a group below to get started.')}
+            />
           ) : (
             grouped.map((group) => (
               <GroupSection
@@ -420,7 +447,7 @@ export function GroupSpecialUsableRulesEditor(
 
           <div className='flex items-center justify-center pt-2'>
             <GroupSelect
-              className='w-[240px]'
+              className='w-full sm:w-72'
               options={newGroupCandidates}
               value=''
               placeholder={t('Add rules for a user group')}
diff --git a/web/src/features/system-settings/models/group-tags-editor.tsx b/web/src/features/system-settings/models/group-tags-editor.tsx
index 3a52993..439a7b8 100644
--- a/web/src/features/system-settings/models/group-tags-editor.tsx
+++ b/web/src/features/system-settings/models/group-tags-editor.tsx
@@ -146,7 +146,7 @@ export function GroupTagsEditor(props: { groups: string[] }) {
           </div>
           <p className='text-muted-foreground text-xs'>
             {t(
-              'Automatic tag uses the latest valid Astra fingerprint or pelican result within 6 hours. Hiding it does not change routing or detection.'
+              'Automatic tag uses the latest valid Astra fingerprint or vision result within 6 hours. Hiding it does not change routing or detection.'
             )}
           </p>
           <Button
diff --git a/web/src/features/system-settings/models/model-ratio-visual-editor.tsx b/web/src/features/system-settings/models/model-ratio-visual-editor.tsx
index fc9db16..03a24fe 100644
--- a/web/src/features/system-settings/models/model-ratio-visual-editor.tsx
+++ b/web/src/features/system-settings/models/model-ratio-visual-editor.tsx
@@ -163,6 +163,13 @@ const ModelRatioVisualEditorComponent = forwardRef<
   const [globalFilter, setGlobalFilter] = useState('')
   const [rowSelection, setRowSelection] = useState<RowSelectionState>({})
   const editorPanelRef = useRef<ModelPricingEditorPanelHandle>(null)
+  // Read through a ref so the table column definitions (and therefore every
+  // rendered cell) do not need to be rebuilt each time a row is opened for
+  // editing; rebuilding them remounts cells and drops the user's text selection.
+  const editingModelNameRef = useRef<string | null>(null)
+  useEffect(() => {
+    editingModelNameRef.current = editData?.name ?? null
+  }, [editData])
   const [pagination, setPagination] = useState<PaginationState>({
     pageIndex: 0,
     pageSize: 20,
@@ -466,7 +473,7 @@ const ModelRatioVisualEditorComponent = forwardRef<
         JSON.stringify(billingExprMap, null, 2)
       )
 
-      if (editData?.name === name) {
+      if (editingModelNameRef.current === name) {
         setEditData(null)
         setEditorOpen(false)
         setSheetOpen(false)
@@ -485,7 +492,6 @@ const ModelRatioVisualEditorComponent = forwardRef<
       billingExpr,
       pluginBillingExpr,
       onChange,
-      editData,
     ]
   )
 
diff --git a/web/src/features/system-settings/models/tiered-pricing-editor.tsx b/web/src/features/system-settings/models/tiered-pricing-editor.tsx
index 4428a50..4ea570b 100644
--- a/web/src/features/system-settings/models/tiered-pricing-editor.tsx
+++ b/web/src/features/system-settings/models/tiered-pricing-editor.tsx
@@ -760,6 +760,18 @@ function CostEstimator({ effectiveExpr, fullExpr, currency }: EstimatorProps) {
     [effectiveExpr, promptTokens, completionTokens, extras, tokens, billingTime]
   )
 
+  if (result.error === 'task usage') {
+    return (
+      <Alert>
+        <AlertDescription>
+          {t(
+            "Task usage data is required to estimate this expression. Check the model's task plugin configuration."
+          )}
+        </AlertDescription>
+      </Alert>
+    )
+  }
+
   return (
     <div className='bg-muted/30 space-y-3 rounded-md border p-3'>
       <div className='space-y-1'>
diff --git a/web/src/features/system-settings/models/tool-price-settings.tsx b/web/src/features/system-settings/models/tool-price-settings.tsx
index c06cfe2..2b7e221 100644
--- a/web/src/features/system-settings/models/tool-price-settings.tsx
+++ b/web/src/features/system-settings/models/tool-price-settings.tsx
@@ -41,7 +41,27 @@ const DEFAULT_PRICES: Record<string, number> = {
   'web_search_preview:gpt-4.1-mini*': 25.0,
   file_search: 2.5,
   google_search: 14.0,
+  'google_search:gemini-2.5*': 0.0,
+  'google_search:gemini-2.0*': 0.0,
+  'google_search:gemini-1.5*': 0.0,
+  'google_search_grounded_prompt:gemini-2.5*': 35.0,
+  'google_search_grounded_prompt:gemini-2.0*': 35.0,
+  'google_search_grounded_prompt:gemini-1.5*': 35.0,
   image_generation: 150.0,
+  search_std: 10.0,
+  search_pro: 30.0,
+  search_pro_sogou: 50.0,
+  search_pro_quark: 50.0,
+  search_strategy_turbo: 3.0,
+  search_strategy_max: 4.0,
+  search_strategy_agent: 4.0,
+  search_strategy_agent_max: 4.0,
+  bing_web_search: 14.0,
+  'web_search:grok*': 5.0,
+  x_search_posts: 5.0,
+  x_search_profiles: 10.0,
+  deepseek_search: 0.75,
+  deepseek_fetch: 0.75,
 }
 
 type ToolPriceRow = {
@@ -330,7 +350,7 @@ export const ToolPriceSettings = memo(function ToolPriceSettings({
                     <Input
                       type='number'
                       min={0}
-                      step={0.5}
+                      step={0.0001}
                       value={row.price}
                       aria-invalid={isInvalid}
                       aria-label={`${t('Price ($/1K calls)')}: ${row.key || t('Tool identifier')}`}
diff --git a/web/src/features/system-settings/models/upstream-price-cells.tsx b/web/src/features/system-settings/models/upstream-price-cells.tsx
index 675441a..d352bf7 100644
--- a/web/src/features/system-settings/models/upstream-price-cells.tsx
+++ b/web/src/features/system-settings/models/upstream-price-cells.tsx
@@ -34,7 +34,10 @@ import {
 } from './upstream-ratio-sync-helpers'
 import type { PricingSyncRow } from './upstream-ratio-sync-table'
 
-export function SyncPriceCell(props: { values: PricingSyncValues }) {
+export function SyncPriceCell(props: {
+  values: PricingSyncValues
+  compareTo?: PricingSyncValues
+}) {
   const { t } = useTranslation()
   const kind = getSyncPriceKind(props.values)
   if (kind === 'unset') {
@@ -73,7 +76,7 @@ export function SyncPriceCell(props: { values: PricingSyncValues }) {
               </div>
             )}
           </div>
-        ) : <code className='block text-xs! leading-relaxed break-all whitespace-pre-wrap'>{props.values.billing_expr}</code>}
+        ) : <code className='block text-xs! leading-relaxed break-all whitespace-pre-wrap'>{highlightExprDiff(String(props.values.billing_expr), props.compareTo?.billing_expr)}</code>}
       </div>
     )
   }
@@ -89,6 +92,22 @@ export function SyncPriceCell(props: { values: PricingSyncValues }) {
   return <SyncPriceMetrics lines={lines} />
 }
 
+// Positional word diff: only meaningful when both expressions share one shape.
+function highlightExprDiff(expr: string, base: unknown) {
+  const words = [...expr.matchAll(/\S+|\s+/g)]
+  const baseWords = typeof base === 'string' ? base.match(/\S+|\s+/g) : null
+  if (!baseWords || baseWords.length !== words.length) return expr
+  return words.map((word, i) =>
+    word[0] === baseWords[i] ? (
+      word[0]
+    ) : (
+      <mark key={word.index} className='rounded-sm bg-amber-500/25 text-inherit'>
+        {word[0]}
+      </mark>
+    )
+  )
+}
+
 function SyncPriceMetrics(props: { lines: Array<{ label: string; value: string }> }) {
   return (
     <dl className='flex min-w-0 flex-1 flex-wrap gap-x-4 gap-y-2'>
@@ -186,7 +205,7 @@ export function SyncSourcePriceCell(props: {
           )}
         </div>
       )}
-      <SyncPriceCell values={values} />
+      <SyncPriceCell values={values} compareTo={props.row.prices.current} />
     </div>
   )
 }
diff --git a/web/src/features/system-settings/models/upstream-ratio-sync-columns.tsx b/web/src/features/system-settings/models/upstream-ratio-sync-columns.tsx
index 94147f0..9194b4b 100644
--- a/web/src/features/system-settings/models/upstream-ratio-sync-columns.tsx
+++ b/web/src/features/system-settings/models/upstream-ratio-sync-columns.tsx
@@ -59,10 +59,13 @@ export function useUpstreamRatioSyncColumns(
       {
         id: 'current',
         header: t('Current Price'),
-        size: 240,
-        minSize: 220,
+        size: upstreamNames.length === 1 ? 420 : 320,
+        minSize: 280,
+        // Offset source cells' checkbox (pl-7) and ui/table's checkbox pr-0 (-mr-3).
         cell: ({ row }) => (
-          <SyncPriceCell values={row.original.prices.current} />
+          <div className='-mr-3 pl-7'>
+            <SyncPriceCell values={row.original.prices.current} />
+          </div>
         ),
       },
       ...upstreamNames.map(
diff --git a/web/src/features/system-settings/operations/index.tsx b/web/src/features/system-settings/operations/index.tsx
index 5ea7070..d54e02b 100644
--- a/web/src/features/system-settings/operations/index.tsx
+++ b/web/src/features/system-settings/operations/index.tsx
@@ -30,6 +30,7 @@ const defaultOperationsSettings: OperationsSettings = {
   DefaultCollapseSidebar: false,
   DemoSiteEnabled: false,
   SelfUseModeEnabled: false,
+  QuotaRemindEnabled: true,
   QuotaRemindThreshold: '',
   SMTPServer: '',
   SMTPPort: '',
@@ -44,6 +45,8 @@ const defaultOperationsSettings: OperationsSettings = {
   WorkerValidKey: '',
   WorkerAllowHttpImageRequestEnabled: false,
   LogConsumeEnabled: false,
+  'log_setting.user_export_enabled': true,
+  'log_setting.max_range_days': 365,
   'performance_setting.disk_cache_enabled': false,
   'performance_setting.disk_cache_threshold_mb': 10,
   'performance_setting.disk_cache_max_size_mb': 1024,
diff --git a/web/src/features/system-settings/operations/section-registry.tsx b/web/src/features/system-settings/operations/section-registry.tsx
index f9473a4..66c903c 100644
--- a/web/src/features/system-settings/operations/section-registry.tsx
+++ b/web/src/features/system-settings/operations/section-registry.tsx
@@ -42,11 +42,10 @@ const OPERATIONS_SECTIONS = [
   },
   {
     id: 'alerts',
-    titleKey: 'Monitoring & Alerts',
+    titleKey: 'Model performance metrics',
     build: (settings: OperationsSettings) => (
       <MonitoringSettingsSection
         defaultValues={{
-          QuotaRemindThreshold: settings.QuotaRemindThreshold,
           'perf_metrics_setting.enabled':
             settings['perf_metrics_setting.enabled'] ?? true,
           'perf_metrics_setting.flush_interval':
@@ -61,10 +60,12 @@ const OPERATIONS_SECTIONS = [
   },
   {
     id: 'email',
-    titleKey: 'SMTP Email',
+    titleKey: 'Email & Notifications',
     build: (settings: OperationsSettings) => (
       <EmailSettingsSection
         defaultValues={{
+          QuotaRemindEnabled: settings.QuotaRemindEnabled,
+          QuotaRemindThreshold: settings.QuotaRemindThreshold,
           SMTPServer: settings.SMTPServer,
           SMTPPort: settings.SMTPPort,
           SMTPAccount: settings.SMTPAccount,
@@ -97,7 +98,13 @@ const OPERATIONS_SECTIONS = [
     titleKey: 'Log Maintenance',
     build: (settings: OperationsSettings) => (
       <LogSettingsSection
-        defaultEnabled={Boolean(settings.LogConsumeEnabled)}
+        defaultValues={{
+          LogConsumeEnabled: Boolean(settings.LogConsumeEnabled),
+          'log_setting.user_export_enabled':
+            settings['log_setting.user_export_enabled'] ?? true,
+          'log_setting.max_range_days':
+            settings['log_setting.max_range_days'] ?? 365,
+        }}
       />
     ),
   },
diff --git a/web/src/features/system-settings/site/index.tsx b/web/src/features/system-settings/site/index.tsx
index dffda55..f708c78 100644
--- a/web/src/features/system-settings/site/index.tsx
+++ b/web/src/features/system-settings/site/index.tsx
@@ -33,6 +33,7 @@ const defaultSiteSettings: SiteSettings = {
   HomePageContent: '',
   ServerAddress: '',
   TaskPublicAddress: '',
+  'general_setting.docs_link': '',
   'legal.user_agreement': '',
   'legal.privacy_policy': '',
   HeaderNavModules: '',
diff --git a/web/src/features/system-settings/site/section-registry.tsx b/web/src/features/system-settings/site/section-registry.tsx
index bf6ca47..206486f 100644
--- a/web/src/features/system-settings/site/section-registry.tsx
+++ b/web/src/features/system-settings/site/section-registry.tsx
@@ -43,6 +43,9 @@ const SITE_SECTIONS = [
           HomePageContent: settings.HomePageContent,
           ServerAddress: settings.ServerAddress,
           TaskPublicAddress: settings.TaskPublicAddress,
+          general_setting: {
+            docs_link: settings['general_setting.docs_link'],
+          },
           legal: {
             user_agreement: settings['legal.user_agreement'],
             privacy_policy: settings['legal.privacy_policy'],
diff --git a/web/src/features/system-settings/types.ts b/web/src/features/system-settings/types.ts
index 24589b8..ea8a856 100644
--- a/web/src/features/system-settings/types.ts
+++ b/web/src/features/system-settings/types.ts
@@ -149,6 +149,7 @@ export type SiteSettings = {
   HomePageContent: string
   ServerAddress: string
   TaskPublicAddress: string
+  'general_setting.docs_link': string
   'legal.user_agreement': string
   'legal.privacy_policy': string
   HeaderNavModules: string
@@ -271,12 +272,12 @@ export type ModelSettings = {
 
 export type BillingSettings = {
   QuotaForNewUser: number
-  PreConsumedQuota: number
   QuotaForInviter: number
   QuotaForInvitee: number
   TopUpLink: string
-  'general_setting.docs_link': string
   'quota_setting.enable_free_model_pre_consume': boolean
+  'quota_setting.trust_quota_usd': number
+  'quota_setting.pre_consume_multiplier': number
   QuotaPerUnit: number
   USDExchangeRate: number
   'general_setting.quota_display_type': string
@@ -360,6 +361,7 @@ export type OperationsSettings = {
   DefaultCollapseSidebar: boolean
   DemoSiteEnabled: boolean
   SelfUseModeEnabled: boolean
+  QuotaRemindEnabled: boolean
   QuotaRemindThreshold: string
   SMTPServer: string
   SMTPPort: string
@@ -374,6 +376,8 @@ export type OperationsSettings = {
   WorkerValidKey: string
   WorkerAllowHttpImageRequestEnabled: boolean
   LogConsumeEnabled: boolean
+  'log_setting.user_export_enabled': boolean
+  'log_setting.max_range_days': number
   'performance_setting.disk_cache_enabled': boolean
   'performance_setting.disk_cache_threshold_mb': number
   'performance_setting.disk_cache_max_size_mb': number
diff --git a/web/src/features/task-plugins/__tests__/marketplace-install-dialog.test.tsx b/web/src/features/task-plugins/__tests__/marketplace-install-dialog.test.tsx
index bd8ff24..84b1f61 100644
--- a/web/src/features/task-plugins/__tests__/marketplace-install-dialog.test.tsx
+++ b/web/src/features/task-plugins/__tests__/marketplace-install-dialog.test.tsx
@@ -120,8 +120,8 @@ test('loading keeps installation disabled and footer outside the bounded scroll
   const dialog = screen.getByRole('dialog')
   expect(dialog).toHaveClass(
     'sm:max-w-3xl',
-    'max-h-[calc(100vh-2rem)]',
-    'overflow-hidden'
+    'max-h-[var(--dialog-available-height,calc(100dvh-2rem))]',
+    'overflow-y-auto'
   )
   const footer = dialog.querySelector('[data-slot=dialog-footer]')
   const body = [...dialog.children].find((element) =>
@@ -306,6 +306,31 @@ test('keyboard users can expand the full model list and inspect a protocol model
   expect(within(scopePanel).getByText('incho_music')).toBeVisible()
 })
 
+test('model constants show source models without an unreadable metadata warning', async () => {
+  vi.stubGlobal(
+    'fetch',
+    vi.fn(
+      async () =>
+        new Response(`
+      const MODELS = ['jev-1.13.0', 'jev-latest', 'jev-preview'];
+      export const meta = {models: MODELS};
+      function validate(model) { return MODELS.includes(model); }
+    `)
+    )
+  )
+  renderDialog()
+  const models = screen.getByRole('region', { name: 'Supported models' })
+  expect(await within(models).findByText('jev-1.13.0')).toBeVisible()
+  expect(within(models).getByText('jev-latest')).toBeVisible()
+  expect(within(models).getByText('jev-preview')).toBeVisible()
+  expect(
+    within(models).queryByText('From marketplace index')
+  ).not.toBeInTheDocument()
+  expect(
+    screen.queryByText('Some plugin information could not be read')
+  ).not.toBeInTheDocument()
+})
+
 test('unreadable metadata can be retried without preventing installation or inventing domain restrictions', async () => {
   const user = userEvent.setup()
   vi.stubGlobal(
diff --git a/web/src/features/task-plugins/__tests__/marketplace-panel.test.tsx b/web/src/features/task-plugins/__tests__/marketplace-panel.test.tsx
index 1615ee0..c5a343b 100644
--- a/web/src/features/task-plugins/__tests__/marketplace-panel.test.tsx
+++ b/web/src/features/task-plugins/__tests__/marketplace-panel.test.tsx
@@ -81,6 +81,10 @@ function renderPanel(): QueryClient {
   return queryClient
 }
 
+function requestedUrls(fetchMock: ReturnType<typeof vi.fn>): string[] {
+  return fetchMock.mock.calls.map(([input]) => String(input))
+}
+
 function installIndexFetchMock() {
   const fetchMock = vi.fn(async (input: RequestInfo | URL) => {
     const url = String(input)
@@ -117,8 +121,8 @@ describe('MarketplacePanel source switch', () => {
       'aria-pressed',
       'true'
     )
-    expect(fetchMock).toHaveBeenCalledWith(DEFAULT_MARKETPLACE_INDEX_URL)
-    expect(fetchMock).not.toHaveBeenCalledWith(GITHUB_MARKETPLACE_INDEX_URL)
+    expect(requestedUrls(fetchMock)).toContain(DEFAULT_MARKETPLACE_INDEX_URL)
+    expect(requestedUrls(fetchMock)).not.toContain(GITHUB_MARKETPLACE_INDEX_URL)
   })
 
   test('loads GitHub only after the administrator switches to it', async () => {
@@ -127,7 +131,7 @@ describe('MarketplacePanel source switch', () => {
     renderPanel()
     await screen.findByRole('heading', { name: officialIndex.name })
 
-    expect(fetchMock).not.toHaveBeenCalledWith(GITHUB_MARKETPLACE_INDEX_URL)
+    expect(requestedUrls(fetchMock)).not.toContain(GITHUB_MARKETPLACE_INDEX_URL)
 
     await user.click(screen.getByRole('button', { name: 'GitHub' }))
 
@@ -141,7 +145,7 @@ describe('MarketplacePanel source switch', () => {
       'aria-pressed',
       'true'
     )
-    expect(fetchMock).toHaveBeenCalledWith(GITHUB_MARKETPLACE_INDEX_URL)
+    expect(requestedUrls(fetchMock)).toContain(GITHUB_MARKETPLACE_INDEX_URL)
   })
 
   test('does not request GitHub automatically when the official source fails', async () => {
@@ -158,7 +162,28 @@ describe('MarketplacePanel source switch', () => {
     expect(
       await screen.findByText('Could not load this source')
     ).toBeInTheDocument()
-    expect(fetchMock).toHaveBeenCalledWith(DEFAULT_MARKETPLACE_INDEX_URL)
-    expect(fetchMock).not.toHaveBeenCalledWith(GITHUB_MARKETPLACE_INDEX_URL)
+    expect(requestedUrls(fetchMock)).toContain(DEFAULT_MARKETPLACE_INDEX_URL)
+    expect(requestedUrls(fetchMock)).not.toContain(GITHUB_MARKETPLACE_INDEX_URL)
+  })
+
+  test('revalidates the index instead of reusing a stale browser-cached copy', async () => {
+    const staleIndex: MarketplaceIndex = { ...officialIndex, name: 'Stale' }
+    vi.stubGlobal(
+      'fetch',
+      vi.fn(async (_input: RequestInfo | URL, init?: RequestInit) => {
+        const revalidated = ['no-cache', 'no-store', 'reload'].includes(
+          init?.cache ?? 'default'
+        )
+        return new Response(
+          JSON.stringify(revalidated ? officialIndex : staleIndex),
+          { status: 200 }
+        )
+      })
+    )
+    renderPanel()
+
+    expect(
+      await screen.findByRole('heading', { name: officialIndex.name })
+    ).toBeInTheDocument()
   })
 })
diff --git a/web/src/features/task-plugins/__tests__/marketplace-plugin-logo.test.tsx b/web/src/features/task-plugins/__tests__/marketplace-plugin-logo.test.tsx
index dd25740..ffa9ad4 100644
--- a/web/src/features/task-plugins/__tests__/marketplace-plugin-logo.test.tsx
+++ b/web/src/features/task-plugins/__tests__/marketplace-plugin-logo.test.tsx
@@ -84,7 +84,8 @@ describe('marketplace card logo', () => {
       )
     })
     expect(fetchMock).toHaveBeenCalledWith(
-      'https://raw.githubusercontent.com/QuantumNous/new-api-plugins/main/plugins/tasks/incho/icon.svg'
+      'https://raw.githubusercontent.com/QuantumNous/new-api-plugins/main/plugins/tasks/incho/icon.svg',
+      expect.anything()
     )
   })
 
diff --git a/web/src/features/task-plugins/__tests__/plugin-detail-sheet.test.tsx b/web/src/features/task-plugins/__tests__/plugin-detail-sheet.test.tsx
index ae2a0e3..1012789 100644
--- a/web/src/features/task-plugins/__tests__/plugin-detail-sheet.test.tsx
+++ b/web/src/features/task-plugins/__tests__/plugin-detail-sheet.test.tsx
@@ -190,6 +190,21 @@ describe('PluginDetailSheet host protocol endpoints', () => {
     expect(screen.queryByText('background')).toBeNull()
   })
 
+  test('given an openai_image string claim, both synchronous image endpoints render as submit rows without mode chips', async () => {
+    renderSheet({ protocols: ['openai_image'] })
+
+    expect(
+      await screen.findByText('/v1/images/generations')
+    ).toBeInTheDocument()
+    expect(screen.getByText('/v1/images/edits')).toBeInTheDocument()
+    expect(endpointRow('/v1/images/generations').textContent).toContain('POST')
+    expect(endpointRow('/v1/images/edits').textContent).toContain('POST')
+    expect(screen.queryByText('Retrieve result')).toBeNull()
+    expect(screen.queryByText('stream')).toBeNull()
+    expect(screen.queryByText('sync')).toBeNull()
+    expect(screen.queryByText('background')).toBeNull()
+  })
+
   test('given a claim narrowing the protocol to a model subset, the subset is marked without printing the model list', async () => {
     renderSheet({
       models: ['kling-v1', 'kling-v2-master'],
diff --git a/web/src/features/task-plugins/__tests__/plugin-icon-file.test.ts b/web/src/features/task-plugins/__tests__/plugin-icon-file.test.ts
index c4bd8e4..ba09cb2 100644
--- a/web/src/features/task-plugins/__tests__/plugin-icon-file.test.ts
+++ b/web/src/features/task-plugins/__tests__/plugin-icon-file.test.ts
@@ -111,6 +111,25 @@ describe('fetchPluginIconDataUri', () => {
     )
   })
 
+  test('revalidates with the host so a stale browser-cached logo does not fail the digest', async () => {
+    const result = await fetchPluginIconDataUri(
+      'https://raw.example/plugins/tasks/incho/icon.svg',
+      {
+        sha256:
+          'd4dc56669143034f31aa309635d4113d9ad76a02b1739da22c965ed2049be9e6',
+        fetchImpl: async (_input, init) =>
+          okResponse(
+            ['no-cache', 'no-store', 'reload'].includes(
+              init?.cache ?? 'default'
+            )
+              ? '<svg/>'
+              : '<svg>stale</svg>'
+          ),
+      }
+    )
+    assert.equal(result, 'data:image/svg+xml;base64,PHN2Zy8+')
+  })
+
   test('returns null for a non-image path, a failed response, or a network error', async () => {
     assert.equal(
       await fetchPluginIconDataUri('https://raw.example/icon.js', {
diff --git a/web/src/features/task-plugins/__tests__/plugin-meta-preview.test.ts b/web/src/features/task-plugins/__tests__/plugin-meta-preview.test.ts
index 37c9681..b757430 100644
--- a/web/src/features/task-plugins/__tests__/plugin-meta-preview.test.ts
+++ b/web/src/features/task-plugins/__tests__/plugin-meta-preview.test.ts
@@ -109,6 +109,112 @@ test('supports comments, trailing commas, quoted keys and JavaScript string esca
   })
 })
 
+test('previews TypeSafe model constants used by a read-only validation hook', () => {
+  const preview = parsePluginMetaPreview(`
+    const MODELS = ['jev-1.13.0', 'jev-latest', 'jev-preview'];
+    export const meta = {
+      models: MODELS,
+      routes: [{method: 'POST', path: '/typesafe/v1/systemone', type: 'submit'}],
+    };
+    function validate(model) { return MODELS.includes(model); }
+  `)
+  expect(preview.status).toBe('parsed')
+  expect(preview.fields.models).toEqual({
+    state: 'value',
+    origin: 'source',
+    value: ['jev-1.13.0', 'jev-latest', 'jev-preview'],
+  })
+})
+
+test('resolves earlier local constants and nested aliases without using index hints', () => {
+  const preview = parsePluginMetaPreview(`
+    const MODEL = 'source-model', MODELS = [MODEL];
+    const ALIAS /* comment */ = /* comment */ MODELS;
+    const ROUTE = {method: 'POST', path: '/source/submit', type: 'submit', models: ALIAS};
+    export const meta = {models: ALIAS, routes: [ROUTE]};
+  `)
+  expect(preview.status).toBe('parsed')
+  const fields = resolvePluginMetaPreview(plugin, plugin.versions[0], preview)
+  expect(fields.models).toEqual({
+    state: 'value',
+    origin: 'source',
+    value: ['source-model'],
+  })
+  expect(fields.routes).toEqual({
+    state: 'value',
+    origin: 'source',
+    value: [
+      {
+        method: 'POST',
+        path: '/source/submit',
+        type: 'submit',
+        models: ['source-model'],
+      },
+    ],
+  })
+})
+
+test.each([
+  'let MODELS = ["m"];',
+  'export const MODELS = ["m"];',
+  'const MODELS = getModels();',
+  'const MODELS = LATER; const LATER = ["m"];',
+  'const MODELS = ALIAS; const ALIAS = MODELS;',
+  'const MODELS = ["m"]; MODELS.push("changed");',
+  'const MODELS = ["m"]; MODELS[0] = "changed";',
+  'const MODELS = ["m"]; mutate(MODELS);',
+  'const MODELS = ["m"]; const ALIAS = MODELS; ALIAS.push("changed");',
+  'const MODELS = ["m"]; const BOX = {models: MODELS}; mutate(BOX);',
+  'const MODELS = ["m"]; const BOX = {models: MODELS, includes() { this.models.push("changed"); }}; BOX.includes();',
+  'const MODELS = ["m"]; export {MODELS};',
+  'const MODELS = ["m"]; function expose() { return MODELS; }',
+  'const MODELS = ["m"]; function change(MODELS) { MODELS.push("changed"); }',
+])('keeps unsafe or non-static model constants unknown: %s', (declaration) => {
+  const preview = parsePluginMetaPreview(`
+    ${declaration}
+    export const meta = {models: MODELS, baseUrl: 'https://example.com'};
+  `)
+  expect(preview.status).toBe('partial')
+  expect(preview.fields.models).toEqual({ state: 'unknown' })
+  expect(preview.fields.baseUrl).toEqual({
+    state: 'value',
+    origin: 'source',
+    value: 'https://example.com',
+  })
+})
+
+test('rejects mutations after metadata initialization through a constant alias', () => {
+  const preview = parsePluginMetaPreview(`
+    const MODELS = ['m'];
+    export const meta = {models: MODELS};
+    const ALIAS = MODELS;
+    ALIAS.splice(0, 1);
+  `)
+  expect(preview.status).toBe('partial')
+  expect(preview.fields.models).toEqual({ state: 'unknown' })
+})
+
+test('bounds repeated constant expansion and keeps unrelated literal fields readable', () => {
+  const declarations = ["const LEVEL0 = ['m'];"]
+  for (let i = 1; i <= 16; i += 1) {
+    declarations.push(`const LEVEL${i} = [LEVEL${i - 1}, LEVEL${i - 1}];`)
+  }
+  const preview = parsePluginMetaPreview(`
+    ${declarations.join('\n')}
+    export const meta = {
+      routes: [{method: 'POST', path: '/jobs', type: 'submit', extra: LEVEL16}],
+      models: ['m'],
+    };
+  `)
+  expect(preview.status).toBe('partial')
+  expect(preview.fields.routes).toEqual({ state: 'unknown' })
+  expect(preview.fields.models).toEqual({
+    state: 'value',
+    origin: 'source',
+    value: ['m'],
+  })
+})
+
 describe('unreadable declarations never produce partial lists or execute code', () => {
   test.each([
     'export const meta = { ...external, models: ["m"] };',
@@ -118,6 +224,7 @@ describe('unreadable declarations never produce partial lists or execute code',
     'export const meta = { models: ["m"] }; mutate(meta);',
     'export const meta = { models: ["m"] ',
     'const meta = { models: ["m"] }; export {meta};',
+    String.raw`const MODELS = ["m"]; M\u004fDELS.push("changed"); export const meta = {models: MODELS};`,
   ])('keeps every field unknown for %s', (source) => {
     const preview = parsePluginMetaPreview(source)
     expect(preview.status).toBe('unavailable')
@@ -146,13 +253,14 @@ describe('unreadable declarations never produce partial lists or execute code',
     })
   })
 
-  test('does not invoke a metadata expression or top-level plugin statement', () => {
+  test.each([
+    'previewProbe(); export const meta = {models: ["m"], routes: previewProbe()};',
+    'previewProbe(); const ROUTES = previewProbe(); export const meta = {models: ["m"], routes: ROUTES};',
+  ])('does not invoke plugin code: %s', (source) => {
     const probe = vi.fn()
     vi.stubGlobal('previewProbe', probe)
     try {
-      const preview = parsePluginMetaPreview(
-        'previewProbe(); export const meta = {models: ["m"], routes: previewProbe()};'
-      )
+      const preview = parsePluginMetaPreview(source)
       expect(preview.status).toBe('partial')
       expect(probe).not.toHaveBeenCalled()
     } finally {
diff --git a/web/src/features/task-plugins/__tests__/plugin-url.test.ts b/web/src/features/task-plugins/__tests__/plugin-url.test.ts
index efa517f..8cd08e4 100644
--- a/web/src/features/task-plugins/__tests__/plugin-url.test.ts
+++ b/web/src/features/task-plugins/__tests__/plugin-url.test.ts
@@ -17,6 +17,7 @@ along with this program. If not, see <https://www.gnu.org/licenses/>.
 For commercial licensing, please contact support@quantumnous.com
 */
 import assert from 'node:assert/strict'
+
 import { describe, test } from 'vitest'
 
 import {
@@ -170,7 +171,7 @@ describe('browser plugin source fetch', () => {
     )
   })
 
-  test('rejects a declared content-length above the 1 MiB backend limit before reading the body', async () => {
+  test('rejects a declared content-length above the 8 MiB backend limit before reading the body', async () => {
     let bodyRead = false
     await assert.rejects(
       fetchPluginSourceText('https://example.com/huge.js', async () => {
@@ -212,6 +213,24 @@ describe('browser plugin source fetch', () => {
     )
   })
 
+  test('revalidates with the host instead of reusing a stale browser-cached copy', async () => {
+    // A marketplace host may serve versioned sources as immutable while the
+    // file was republished in place; the stale copy would fail the index hash.
+    const text = await fetchPluginSourceText(
+      'https://example.com/plugin.js',
+      async (_input, init) =>
+        stubResponse({
+          ok: true,
+          body: ['no-cache', 'no-store', 'reload'].includes(
+            init?.cache ?? 'default'
+          )
+            ? 'republished source'
+            : 'stale cached source',
+        })
+    )
+    assert.equal(text, 'republished source')
+  })
+
   test('accepts a body exactly at the limit', async () => {
     const text = await fetchPluginSourceText(
       'https://example.com/limit.js',
diff --git a/web/src/features/task-plugins/__tests__/plugins-table.test.tsx b/web/src/features/task-plugins/__tests__/plugins-table.test.tsx
index ea8652c..1d02ecd 100644
--- a/web/src/features/task-plugins/__tests__/plugins-table.test.tsx
+++ b/web/src/features/task-plugins/__tests__/plugins-table.test.tsx
@@ -222,6 +222,45 @@ test('confirmed disable blocked by usage opens the existing cascade confirmation
   )
 })
 
+test('usage dialog offers one cancel button and force operation posts force params', async () => {
+  const user = userEvent.setup()
+  const post = vi
+    .spyOn(api, 'post')
+    .mockResolvedValueOnce({
+      data: {
+        success: false,
+        message: 'Plugin in use',
+        data: {
+          channels: [{ id: 7, name: 'Video channel' }],
+          in_flight_count: 0,
+        },
+      },
+    })
+    .mockResolvedValueOnce({ data: { success: true, data: null } })
+  await user.click(renderPlugins(true))
+  await user.click(
+    within(
+      await screen.findByRole('alertdialog', { name: 'Disable plugin?' })
+    ).getByRole('button', { name: 'Disable' })
+  )
+  const usage = await screen.findByRole('alertdialog', {
+    name: 'Plugin is still in use',
+  })
+  expect(within(usage).getAllByRole('button', { name: 'Cancel' })).toHaveLength(
+    1
+  )
+  await user.click(
+    within(usage).getByRole('button', { name: 'Force operation' })
+  )
+  await waitFor(() =>
+    expect(post).toHaveBeenLastCalledWith(
+      '/api/plugin/task/example/status',
+      { enabled: false },
+      expect.objectContaining({ params: { cascade: true, force: true } })
+    )
+  )
+})
+
 test.each(['factory', 'override_over_factory'] as const)(
   '%s deletion protects the factory plugin while allowing custom version removal',
   async (source) => {
diff --git a/web/src/features/task-plugins/__tests__/upload-dialog.test.tsx b/web/src/features/task-plugins/__tests__/upload-dialog.test.tsx
index 41a2092..3d51ba9 100644
--- a/web/src/features/task-plugins/__tests__/upload-dialog.test.tsx
+++ b/web/src/features/task-plugins/__tests__/upload-dialog.test.tsx
@@ -23,14 +23,18 @@ import { afterEach, describe, expect, test, vi } from 'vitest'
 
 import { UploadDialog } from '../components/upload-dialog'
 import { MAX_PLUGIN_SOURCE_BYTES } from '../lib/plugin-url'
+import type { TaskPluginDetail } from '../types'
 
-const uploadTaskPlugin = vi.hoisted(() => vi.fn())
+const { uploadTaskPlugin, activateTaskPlugin } = vi.hoisted(() => ({
+  uploadTaskPlugin: vi.fn(),
+  activateTaskPlugin: vi.fn(),
+}))
 
-vi.mock('../api', () => ({ uploadTaskPlugin }))
+vi.mock('../api', () => ({ uploadTaskPlugin, activateTaskPlugin }))
 
 const queryClients: QueryClient[] = []
 
-function renderDialog(open = true) {
+function renderDialog(open = true, initialKey?: string) {
   const queryClient = new QueryClient({
     defaultOptions: {
       queries: { retry: false, staleTime: Number.POSITIVE_INFINITY },
@@ -41,7 +45,11 @@ function renderDialog(open = true) {
   const onOpenChange = vi.fn()
   const view = render(
     <QueryClientProvider client={queryClient}>
-      <UploadDialog open={open} onOpenChange={onOpenChange} />
+      <UploadDialog
+        open={open}
+        onOpenChange={onOpenChange}
+        initialKey={initialKey}
+      />
     </QueryClientProvider>
   )
   return { onOpenChange, queryClient, view }
@@ -61,6 +69,43 @@ function footerButton(name: string | RegExp) {
   return within(footer as HTMLElement).getByRole('button', { name })
 }
 
+function savedPlugin(active: boolean): TaskPluginDetail {
+  return {
+    meta: {
+      key: 'demo',
+      name: 'Demo',
+      version: '2.0.0',
+      apiVersion: 1,
+      author: { name: 'Demo' },
+      models: [],
+      fetchMode: 'per_task',
+    },
+    source: 'const a = 1',
+    layer: 'override',
+    plugin: {
+      id: 2,
+      key: 'demo',
+      api_version: 1,
+      version: '2.0.0',
+      source: 'const a = 1',
+      source_hash: 'hash',
+      enabled: true,
+      active,
+      created_at: 1,
+      remark: '',
+    },
+  }
+}
+
+async function uploadSource(user: ReturnType<typeof userEvent.setup>) {
+  await user.upload(
+    fileInput(),
+    new File(['const a = 1'], 'plugin.js', { type: 'text/javascript' })
+  )
+  await waitFor(() => expect(footerButton('Upload')).toBeEnabled())
+  await user.click(footerButton('Upload'))
+}
+
 afterEach(() => {
   for (const queryClient of queryClients) queryClient.clear()
   queryClients.length = 0
@@ -87,7 +132,9 @@ describe('UploadDialog layout', () => {
 
     const content = document.querySelector('[data-slot=dialog-content]')
     const body = content?.querySelector(':scope > div:nth-child(2)')
-    expect(content).toHaveClass('max-h-[calc(100vh-2rem)]')
+    expect(content).toHaveClass(
+      'max-h-[var(--dialog-available-height,calc(100dvh-2rem))]'
+    )
     expect(body).toHaveClass('overflow-y-auto')
   })
 
@@ -121,7 +168,7 @@ describe('UploadDialog file selection', () => {
     ).toBeInTheDocument()
   })
 
-  test('rejects a file over the 1 MiB limit without touching the source', async () => {
+  test('rejects a file over the 8 MiB limit without touching the source', async () => {
     const user = userEvent.setup()
     renderDialog()
 
@@ -132,13 +179,57 @@ describe('UploadDialog file selection', () => {
     await user.upload(fileInput(), oversized)
 
     expect(
-      await screen.findByText('Plugin source exceeds the 1 MiB limit.')
+      await screen.findByText('Plugin source exceeds the 8 MiB limit.')
     ).toBeInTheDocument()
     expect(screen.queryByText('huge.js')).toBeNull()
     expect(footerButton('Upload')).toBeDisabled()
   })
 })
 
+describe('UploadDialog declaration preview', () => {
+  async function selectSource(
+    user: ReturnType<typeof userEvent.setup>,
+    source: string
+  ) {
+    await user.upload(
+      fileInput(),
+      new File([source], 'plugin.js', { type: 'text/javascript' })
+    )
+    return screen.findByRole('region', { name: 'Connection settings' })
+  }
+
+  test('lists the request domains the selected plugin declares', async () => {
+    const user = userEvent.setup()
+    renderDialog()
+
+    const connections = await selectSource(
+      user,
+      'export const meta = {models: ["m"], allowedHosts: ["files.example.com", "cdn.example.com:8443"]};'
+    )
+
+    expect(
+      within(connections).getByText('files.example.com, cdn.example.com:8443')
+    ).toBeVisible()
+    expect(
+      within(connections).queryByText('From marketplace index')
+    ).not.toBeInTheDocument()
+  })
+
+  test('says no extra domains are declared when the plugin lists none', async () => {
+    const user = userEvent.setup()
+    renderDialog()
+
+    const connections = await selectSource(
+      user,
+      'export const meta = {models: ["m"]};'
+    )
+
+    expect(
+      within(connections).getByText('No extra domains declared')
+    ).toBeVisible()
+  })
+})
+
 describe('UploadDialog URL import', () => {
   test('keeps Fetch disabled until a URL is typed, then fills the source', async () => {
     const user = userEvent.setup()
@@ -185,6 +276,111 @@ describe('UploadDialog URL import', () => {
 })
 
 describe('UploadDialog upload lifecycle', () => {
+  test.each([undefined, 'demo'])(
+    'offers activation after saving an inactive version from %s',
+    async (initialKey) => {
+      const user = userEvent.setup()
+      uploadTaskPlugin.mockResolvedValue(savedPlugin(false))
+      let resolveActivation!: () => void
+      activateTaskPlugin.mockImplementation(
+        () =>
+          new Promise<void>((resolve) => {
+            resolveActivation = resolve
+          })
+      )
+      const { queryClient, onOpenChange } = renderDialog(true, initialKey)
+      queryClient.setQueryData(['task-plugin', 'demo'], { cached: true })
+      queryClient.setQueryData(['task-plugin-versions', 'demo'], [])
+      queryClient.setQueryData(['task-plugins'], [])
+
+      await uploadSource(user)
+
+      expect(
+        await screen.findByText('Plugin saved, activation required')
+      ).toBeVisible()
+      expect(
+        screen.getByText(
+          'This version is saved but not active. Activate it to replace the current version, or activate it later from the Versions tab.'
+        )
+      ).toBeVisible()
+      expect(
+        screen.queryByRole('textbox', { name: 'Plugin source' })
+      ).not.toBeInTheDocument()
+      expect(activateTaskPlugin).not.toHaveBeenCalled()
+      expect(footerButton('Activate now')).toHaveFocus()
+      // Reset the cached queries so activation must invalidate them again.
+      queryClient.setQueryData(['task-plugin', 'demo'], { cached: true })
+      queryClient.setQueryData(['task-plugin-versions', 'demo'], [])
+      queryClient.setQueryData(['task-plugins'], [])
+      await user.keyboard('{Enter}')
+
+      expect(activateTaskPlugin).toHaveBeenCalledWith('demo', '2.0.0')
+      expect(footerButton('Activating...')).toBeDisabled()
+      expect(footerButton('Later')).toBeDisabled()
+      await user.keyboard('{Escape}')
+      expect(onOpenChange).not.toHaveBeenCalled()
+      resolveActivation()
+
+      expect(await screen.findByText('Plugin version activated')).toBeVisible()
+      expect(
+        screen.queryByRole('button', { name: 'Activate now' })
+      ).not.toBeInTheDocument()
+      expect(footerButton('Close')).toHaveFocus()
+      for (const queryKey of [
+        ['task-plugins'],
+        ['task-plugin', 'demo'],
+        ['task-plugin-versions', 'demo'],
+      ]) {
+        expect(queryClient.getQueryState(queryKey)?.isInvalidated).toBe(true)
+      }
+    }
+  )
+
+  test('keeps the saved version available to retry when activation fails', async () => {
+    const user = userEvent.setup()
+    uploadTaskPlugin.mockResolvedValue(savedPlugin(false))
+    activateTaskPlugin
+      .mockRejectedValueOnce(new Error('activation failed'))
+      .mockResolvedValueOnce(undefined)
+    renderDialog()
+    await uploadSource(user)
+    await user.click(
+      await screen.findByRole('button', { name: 'Activate now' })
+    )
+
+    expect(await screen.findByText('activation failed')).toBeVisible()
+    expect(screen.getByText('Plugin saved, activation required')).toBeVisible()
+    expect(footerButton('Activate now')).toBeEnabled()
+    await user.click(footerButton('Activate now'))
+    expect(await screen.findByText('Plugin version activated')).toBeVisible()
+    expect(uploadTaskPlugin).toHaveBeenCalledTimes(1)
+  })
+
+  test('allows postponing activation without changing the active version', async () => {
+    const user = userEvent.setup()
+    uploadTaskPlugin.mockResolvedValue(savedPlugin(false))
+    const { onOpenChange } = renderDialog()
+    await uploadSource(user)
+    await user.click(await screen.findByRole('button', { name: 'Later' }))
+    expect(onOpenChange).toHaveBeenCalledWith(false)
+    expect(activateTaskPlugin).not.toHaveBeenCalled()
+  })
+
+  test('shows an already active upload as activated without another activation request', async () => {
+    const user = userEvent.setup()
+    uploadTaskPlugin.mockResolvedValue(savedPlugin(true))
+    renderDialog()
+    await uploadSource(user)
+    expect(await screen.findByText('Plugin version activated')).toBeVisible()
+    expect(
+      screen.queryByRole('button', { name: 'Activate now' })
+    ).not.toBeInTheDocument()
+    expect(
+      screen.queryByRole('button', { name: /^Upload$/ })
+    ).not.toBeInTheDocument()
+    expect(activateTaskPlugin).not.toHaveBeenCalled()
+  })
+
   test('disables Upload while the source is empty and shows a pending label', async () => {
     const user = userEvent.setup()
     let resolveUpload: (value: unknown) => void = () => undefined
@@ -208,12 +404,9 @@ describe('UploadDialog upload lifecycle', () => {
     await user.click(uploadButton)
     await waitFor(() => expect(footerButton(/Uploading/)).toBeDisabled())
 
-    resolveUpload({
-      source: 'const a = 1',
-      meta: { key: 'demo', name: 'Demo', version: '1.0.0', apiVersion: 1 },
-    })
+    resolveUpload(savedPlugin(true))
     expect(
-      await screen.findByText('Parsed plugin metadata')
+      await screen.findByText('Plugin version activated')
     ).toBeInTheDocument()
   })
 
diff --git a/web/src/features/task-plugins/components/marketplace-capabilities.tsx b/web/src/features/task-plugins/components/marketplace-capabilities.tsx
index 8be439c..7ed6645 100644
--- a/web/src/features/task-plugins/components/marketplace-capabilities.tsx
+++ b/web/src/features/task-plugins/components/marketplace-capabilities.tsx
@@ -36,7 +36,8 @@ import { PluginEndpoints } from './plugin-endpoints'
 import { PluginModelList } from './plugin-model-list'
 
 type MarketplaceCapabilitiesProps = {
-  plugin: MarketplacePlugin
+  /** Omitted for a manual upload: only the source declarations are shown. */
+  plugin?: MarketplacePlugin
   version?: MarketplaceIndexVersion
   source?: string
   onRetry?: () => void
diff --git a/web/src/features/task-plugins/components/marketplace-install-dialog.tsx b/web/src/features/task-plugins/components/marketplace-install-dialog.tsx
index b13a747..63bc220 100644
--- a/web/src/features/task-plugins/components/marketplace-install-dialog.tsx
+++ b/web/src/features/task-plugins/components/marketplace-install-dialog.tsx
@@ -188,7 +188,7 @@ function MarketplaceInstallContent(
   if (fetchError instanceof PluginSourceFetchError) {
     fetchErrorMessage =
       fetchError.reason === 'too_large'
-        ? t('Plugin source exceeds the 1 MiB limit.')
+        ? t('Plugin source exceeds the 8 MiB limit.')
         : t(
             'Could not fetch the plugin source from this browser. The host may block cross-origin requests or be unreachable.'
           )
diff --git a/web/src/features/task-plugins/components/marketplace-panel.tsx b/web/src/features/task-plugins/components/marketplace-panel.tsx
index b6ac067..79877c8 100644
--- a/web/src/features/task-plugins/components/marketplace-panel.tsx
+++ b/web/src/features/task-plugins/components/marketplace-panel.tsx
@@ -77,7 +77,11 @@ export function MarketplacePanel() {
     meta: { errorToast: false },
     queryFn: async (): Promise<MarketplaceIndex> => {
       if (!selectedSource) throw new Error('marketplace source is not selected')
-      const response = await fetch(selectedSource.index_url)
+      // Revalidate so the hashes checked at install time are the host's
+      // current ones rather than a copy cached before a republish.
+      const response = await fetch(selectedSource.index_url, {
+        cache: 'no-cache',
+      })
       if (!response.ok) {
         throw new Error(
           t('Index request failed with HTTP {{status}}', {
diff --git a/web/src/features/task-plugins/components/plugin-source-picker.tsx b/web/src/features/task-plugins/components/plugin-source-picker.tsx
index 062f3e5..554094a 100644
--- a/web/src/features/task-plugins/components/plugin-source-picker.tsx
+++ b/web/src/features/task-plugins/components/plugin-source-picker.tsx
@@ -77,7 +77,7 @@ export function PluginSourcePicker(props: PluginSourcePickerProps) {
         </p>
         <p className='text-muted-foreground text-xs'>
           {t(
-            'Single .js file, up to 1 MiB. Its source is shown below before upload.'
+            'Single .js file, up to 8 MiB. Its source is shown below before upload.'
           )}
         </p>
       </div>
diff --git a/web/src/features/task-plugins/components/plugin-url-import-field.tsx b/web/src/features/task-plugins/components/plugin-url-import-field.tsx
index c8e4299..c766869 100644
--- a/web/src/features/task-plugins/components/plugin-url-import-field.tsx
+++ b/web/src/features/task-plugins/components/plugin-url-import-field.tsx
@@ -73,7 +73,7 @@ export function PluginUrlImportField(props: PluginUrlImportFieldProps) {
         return
       }
       if (error.reason === 'too_large') {
-        props.onError(t('Plugin source exceeds the 1 MiB limit.'))
+        props.onError(t('Plugin source exceeds the 8 MiB limit.'))
         return
       }
       if (error.reason === 'not_found') {
diff --git a/web/src/features/task-plugins/components/plugins-table.tsx b/web/src/features/task-plugins/components/plugins-table.tsx
index 548f3d9..6e550d2 100644
--- a/web/src/features/task-plugins/components/plugins-table.tsx
+++ b/web/src/features/task-plugins/components/plugins-table.tsx
@@ -106,10 +106,17 @@ export function PluginsTable(props: PluginsTableProps) {
     },
   })
   const deleteMutation = useMutation({
-    mutationFn: (plugin: TaskPluginListItem) =>
-      deleteTaskPluginVersion(plugin.meta.key, plugin.meta.version),
+    mutationFn: ({
+      plugin,
+      force,
+    }: {
+      plugin: TaskPluginListItem
+      force?: boolean
+    }) => deleteTaskPluginVersion(plugin.meta.key, plugin.meta.version, force),
     onSuccess: () => {
       setDeleteTarget(null)
+      setBlockedAction(null)
+      setBlockedUsage(null)
       toast.success(t('Plugin version deleted'))
       queryClient.invalidateQueries({ queryKey: ['task-plugins'] })
     },
@@ -415,7 +422,7 @@ export function PluginsTable(props: PluginsTableProps) {
         isLoading={deleteMutation.isPending}
         confirmText={t('Delete')}
         handleConfirm={() => {
-          if (deleteTarget) deleteMutation.mutate(deleteTarget)
+          if (deleteTarget) deleteMutation.mutate({ plugin: deleteTarget })
         }}
         desc={
           hasFactoryFallback
@@ -437,11 +444,23 @@ export function PluginsTable(props: PluginsTableProps) {
         }}
         title={t('Plugin is still in use')}
         desc={usageDescription}
-        handleConfirm={() => setBlockedAction(null)}
-        confirmText={t('Cancel')}
+        destructive
+        isLoading={statusMutation.isPending || deleteMutation.isPending}
+        confirmText={t('Force operation')}
+        handleConfirm={() => {
+          if (blockedAction === 'delete' && deleteTarget) {
+            deleteMutation.mutate({ plugin: deleteTarget, force: true })
+          } else if (blockedAction === 'disable' && statusTarget) {
+            statusMutation.mutate({
+              key: statusTarget.meta.key,
+              enabled: false,
+              options: { cascade: true, force: true },
+            })
+          }
+        }}
       >
-        <div className='flex flex-wrap gap-2'>
-          {blockedAction === 'disable' && blockedUsage?.channels.length ? (
+        {blockedAction === 'disable' && blockedUsage?.channels.length ? (
+          <div className='flex'>
             <Button
               variant='outline'
               onClick={() =>
@@ -455,37 +474,8 @@ export function PluginsTable(props: PluginsTableProps) {
             >
               {t('Cascade disable channels')}
             </Button>
-          ) : null}
-          <Button
-            variant='destructive'
-            onClick={() => {
-              if (blockedAction === 'delete' && deleteTarget) {
-                deleteTaskPluginVersion(
-                  deleteTarget.meta.key,
-                  deleteTarget.meta.version,
-                  true
-                )
-                  .then(() => {
-                    setBlockedAction(null)
-                    setDeleteTarget(null)
-                    queryClient.invalidateQueries({
-                      queryKey: ['task-plugins'],
-                    })
-                  })
-                  .catch((error: Error) => handleServerError(error))
-              }
-              if (blockedAction === 'disable' && statusTarget) {
-                statusMutation.mutate({
-                  key: statusTarget.meta.key,
-                  enabled: false,
-                  options: { cascade: true, force: true },
-                })
-              }
-            }}
-          >
-            {t('Force operation')}
-          </Button>
-        </div>
+          </div>
+        ) : null}
       </ConfirmDialog>
     </>
   )
diff --git a/web/src/features/task-plugins/components/upload-dialog.tsx b/web/src/features/task-plugins/components/upload-dialog.tsx
index 8bb2d74..7266c78 100644
--- a/web/src/features/task-plugins/components/upload-dialog.tsx
+++ b/web/src/features/task-plugins/components/upload-dialog.tsx
@@ -17,8 +17,8 @@ along with this program. If not, see <https://www.gnu.org/licenses/>.
 For commercial licensing, please contact support@quantumnous.com
 */
 import { useMutation, useQueryClient } from '@tanstack/react-query'
-import { AlertTriangle, CircleCheck, Upload } from 'lucide-react'
-import { useState } from 'react'
+import { AlertTriangle, CircleCheck, Power, Upload } from 'lucide-react'
+import { useDeferredValue, useEffect, useRef, useState } from 'react'
 import { useTranslation } from 'react-i18next'
 import { toast } from 'sonner'
 
@@ -36,7 +36,7 @@ import {
 import { Input } from '@/components/ui/input'
 import { Spinner } from '@/components/ui/spinner'
 
-import { uploadTaskPlugin } from '../api'
+import { activateTaskPlugin, uploadTaskPlugin } from '../api'
 import {
   encodePluginIconFile,
   PluginIconFileError,
@@ -46,6 +46,7 @@ import {
   pluginSourceByteLength,
 } from '../lib/plugin-url'
 import type { TaskPluginDetail } from '../types'
+import { MarketplaceCapabilities } from './marketplace-capabilities'
 import { PluginIcon } from './plugin-icon'
 import { PluginSourcePicker } from './plugin-source-picker'
 import { PluginUrlImportField } from './plugin-url-import-field'
@@ -68,26 +69,49 @@ export function UploadDialog(props: UploadDialogProps) {
   const [result, setResult] = useState<TaskPluginDetail | null>(null)
   const [importUrl, setImportUrl] = useState('')
   const [importError, setImportError] = useState('')
+  // The declaration preview re-parses the whole source; let typing go first.
+  const deferredSource = useDeferredValue(source)
+  const primaryActionRef = useRef<HTMLButtonElement>(null)
   const mutation = useMutation({
     mutationFn: () => uploadTaskPlugin(source, remark, icon),
     onSuccess: (data) => {
       setResult(data)
       queryClient.invalidateQueries({ queryKey: ['task-plugins'] })
-      if (props.initialKey) {
-        queryClient.invalidateQueries({
-          queryKey: ['task-plugin', props.initialKey],
-        })
-        queryClient.invalidateQueries({
-          queryKey: ['task-plugin-versions', props.initialKey],
-        })
-      }
-      toast.success(t('Plugin uploaded successfully'))
+      queryClient.invalidateQueries({
+        queryKey: ['task-plugin', data.meta.key],
+      })
+      queryClient.invalidateQueries({
+        queryKey: ['task-plugin-versions', data.meta.key],
+      })
+      toast.success(
+        data.plugin?.active === false
+          ? t('Plugin saved, activation required')
+          : t('Plugin uploaded successfully')
+      )
+    },
+  })
+  const activateMutation = useMutation({
+    mutationFn: (detail: TaskPluginDetail) =>
+      activateTaskPlugin(detail.meta.key, detail.meta.version),
+    onSuccess: (_, detail) => {
+      queryClient.invalidateQueries({ queryKey: ['task-plugins'] })
+      queryClient.invalidateQueries({
+        queryKey: ['task-plugin', detail.meta.key],
+      })
+      queryClient.invalidateQueries({
+        queryKey: ['task-plugin-versions', detail.meta.key],
+      })
+      toast.success(t('Plugin version activated'))
     },
   })
 
+  useEffect(() => {
+    if (result) primaryActionRef.current?.focus()
+  }, [result, activateMutation.isSuccess])
+
   const handleFile = async (file: File) => {
     if (file.size > MAX_PLUGIN_SOURCE_BYTES) {
-      setImportError(t('Plugin source exceeds the 1 MiB limit.'))
+      setImportError(t('Plugin source exceeds the 8 MiB limit.'))
       return
     }
     setImportError('')
@@ -118,6 +142,7 @@ export function UploadDialog(props: UploadDialogProps) {
   }
 
   const close = (open: boolean) => {
+    if (!open && (mutation.isPending || activateMutation.isPending)) return
     props.onOpenChange(open)
     if (!open) {
       setSource('')
@@ -130,13 +155,89 @@ export function UploadDialog(props: UploadDialogProps) {
       setImportUrl('')
       setImportError('')
       mutation.reset()
+      activateMutation.reset()
     }
   }
 
+  if (result) {
+    const needsActivation =
+      result.plugin?.active === false && !activateMutation.isSuccess
+
+    return (
+      <Dialog
+        open={props.open}
+        onOpenChange={close}
+        showCloseButton={!activateMutation.isPending}
+        bodyClassName='space-y-4'
+        title={t('Plugin uploaded successfully')}
+        description={`${result.meta.name} (${result.meta.key}) · v${result.meta.version}`}
+        descriptionClassName='break-all'
+        footer={
+          <>
+            <Button
+              ref={needsActivation ? undefined : primaryActionRef}
+              variant={needsActivation ? 'outline' : 'default'}
+              disabled={activateMutation.isPending}
+              onClick={() => close(false)}
+            >
+              {needsActivation ? t('Later') : t('Close')}
+            </Button>
+            {needsActivation && (
+              <Button
+                ref={primaryActionRef}
+                disabled={activateMutation.isPending}
+                onClick={() => activateMutation.mutate(result)}
+              >
+                {activateMutation.isPending ? (
+                  <Spinner aria-hidden='true' />
+                ) : (
+                  <Power aria-hidden='true' />
+                )}
+                {activateMutation.isPending
+                  ? t('Activating...')
+                  : t('Activate now')}
+              </Button>
+            )}
+          </>
+        }
+      >
+        <Alert role='status'>
+          {needsActivation ? (
+            <AlertTriangle aria-hidden='true' />
+          ) : (
+            <CircleCheck aria-hidden='true' />
+          )}
+          <AlertTitle>
+            {needsActivation
+              ? t('Plugin saved, activation required')
+              : t('Plugin version activated')}
+          </AlertTitle>
+          {needsActivation && (
+            <AlertDescription>
+              {t(
+                'This version is saved but not active. Activate it to replace the current version, or activate it later from the Versions tab.'
+              )}
+            </AlertDescription>
+          )}
+        </Alert>
+        {activateMutation.error && (
+          <Alert variant='destructive'>
+            <AlertTriangle aria-hidden='true' />
+            <AlertTitle>{t('Plugin activation failed')}</AlertTitle>
+            <AlertDescription className='break-words whitespace-pre-wrap'>
+              {activateMutation.error.message}
+            </AlertDescription>
+          </Alert>
+        )}
+      </Dialog>
+    )
+  }
+
   return (
     <Dialog
       open={props.open}
       onOpenChange={close}
+      showCloseButton={!mutation.isPending}
       contentClassName='sm:max-w-3xl'
       bodyClassName='space-y-4'
       title={
@@ -151,7 +252,11 @@ export function UploadDialog(props: UploadDialogProps) {
       }
       footer={
         <>
-          <Button variant='outline' onClick={() => close(false)}>
+          <Button
+            variant='outline'
+            disabled={mutation.isPending}
+            onClick={() => close(false)}
+          >
             {t('Close')}
           </Button>
           <Button
@@ -215,14 +320,15 @@ export function UploadDialog(props: UploadDialogProps) {
           value={source}
         />
 
+        {deferredSource.trim() ? (
+          <MarketplaceCapabilities source={deferredSource} />
+        ) : null}
+
         <Field>
           <FieldLabel htmlFor='task-plugin-icon'>{t('Plugin icon')}</FieldLabel>
           <div className='flex items-center gap-3'>
             {icon ? (
-              <PluginIcon
-                plugin={{ key: result?.meta.key ?? 'upload', iconSrc: icon }}
-                size={32}
-              />
+              <PluginIcon plugin={{ key: 'upload', iconSrc: icon }} size={32} />
             ) : null}
             <Input
               id='task-plugin-icon'
@@ -279,16 +385,6 @@ export function UploadDialog(props: UploadDialogProps) {
           </AlertDescription>
         </Alert>
       ) : null}
-
-      {result ? (
-        <Alert>
-          <CircleCheck className='text-primary' />
-          <AlertTitle>{t('Parsed plugin metadata')}</AlertTitle>
-          <AlertDescription className='font-mono'>
-            {result.meta.key} · {result.meta.name} · v{result.meta.version}
-          </AlertDescription>
-        </Alert>
-      ) : null}
     </Dialog>
   )
 }
diff --git a/web/src/features/task-plugins/lib/host-protocols.ts b/web/src/features/task-plugins/lib/host-protocols.ts
index 4c898e9..74bc778 100644
--- a/web/src/features/task-plugins/lib/host-protocols.ts
+++ b/web/src/features/task-plugins/lib/host-protocols.ts
@@ -46,4 +46,10 @@ export const HOST_PROTOCOL_ENDPOINTS: Record<string, HostProtocolEndpoint[]> = {
     { method: 'GET', path: '/v1/videos/{task_id}' },
     { method: 'GET', path: '/v1/videos/{task_id}/content' },
   ],
+  // Synchronous: the create call itself returns the rendered image response,
+  // so there is no retrieve endpoint and no mode-bearing create.
+  openai_image: [
+    { method: 'POST', path: '/v1/images/generations' },
+    { method: 'POST', path: '/v1/images/edits' },
+  ],
 }
diff --git a/web/src/features/task-plugins/lib/plugin-icon-file.ts b/web/src/features/task-plugins/lib/plugin-icon-file.ts
index cfcca46..a5d77ed 100644
--- a/web/src/features/task-plugins/lib/plugin-icon-file.ts
+++ b/web/src/features/task-plugins/lib/plugin-icon-file.ts
@@ -100,7 +100,9 @@ export async function fetchPluginIconDataUri(
   const fetchImpl = options.fetchImpl ?? globalThis.fetch
   let response: Response
   try {
-    response = await fetchImpl(url)
+    // Revalidate so a logo republished in place is not read from a stale
+    // cache and dropped by the digest check.
+    response = await fetchImpl(url, { cache: 'no-cache' })
   } catch {
     return null
   }
diff --git a/web/src/features/task-plugins/lib/plugin-meta-preview.ts b/web/src/features/task-plugins/lib/plugin-meta-preview.ts
index 403bf31..b2409ec 100644
--- a/web/src/features/task-plugins/lib/plugin-meta-preview.ts
+++ b/web/src/features/task-plugins/lib/plugin-meta-preview.ts
@@ -68,6 +68,113 @@ type StaticValue =
   | null
   | StaticValue[]
   | { [key: string]: StaticValue }
+type StaticContext = {
+  constants: Map<string, SyntaxNode>
+  remainingValues: number
+}
+
+function readConstInitializer(variable: SyntaxNode): SyntaxNode | null {
+  let next = variable.nextSibling
+  while (next && ['LineComment', 'BlockComment'].includes(next.name)) {
+    next = next.nextSibling
+  }
+  if (next?.name !== 'Equals') return null
+  next = next.nextSibling
+  while (next && ['LineComment', 'BlockComment'].includes(next.name)) {
+    next = next.nextSibling
+  }
+  return next
+}
+
+/** Only local constants whose containers cannot escape or be mutated are previewable. */
+function collectStaticConstants(
+  source: string,
+  root: SyntaxNode,
+  meta: SyntaxNode
+): Map<string, SyntaxNode> {
+  const constants = new Map<string, SyntaxNode>()
+  const definitions = new Map<string, number>()
+  const owners = new Map<number, string>()
+  const dependencies = new Map<string, Set<string>>()
+  const unsafe = new Set<string>()
+  for (const declaration of root.getChildren('VariableDeclaration')) {
+    if (!declaration.getChild('const')) continue
+    for (const variable of declaration.getChildren('VariableDefinition')) {
+      const value = readConstInitializer(variable)
+      if (!value) continue
+      const name = source.slice(variable.from, variable.to)
+      if (constants.has(name)) unsafe.add(name)
+      constants.set(name, value)
+      definitions.set(name, variable.from)
+      owners.set(value.from, name)
+      dependencies.set(name, new Set())
+    }
+  }
+  root.toTree().iterate({
+    enter: (reference) => {
+      if (!['VariableName', 'VariableDefinition'].includes(reference.name)) {
+        return
+      }
+      const name = source.slice(reference.from, reference.to)
+      if (!constants.has(name)) return
+      if (reference.name === 'VariableDefinition') {
+        // Conservatively reject shadowed bindings instead of guessing their scope.
+        if (definitions.get(name) !== reference.from) unsafe.add(name)
+        return
+      }
+      let container = reference.node
+      while (container.parent) {
+        const parent = container.parent
+        if (parent.name === 'ArrayExpression') {
+          container = parent
+        } else if (
+          parent.name === 'Property' &&
+          (parent.getChild(':')?.to ?? Infinity) <= container.from &&
+          parent.parent?.name === 'ObjectExpression'
+        ) {
+          container = parent.parent
+        } else {
+          break
+        }
+      }
+      if (container.from === meta.from && container.to === meta.to) return
+      const owner = owners.get(container.from)
+      if (owner !== undefined) {
+        dependencies.get(owner)?.add(name)
+        return
+      }
+      // These membership checks neither mutate the receiver nor expose its members.
+      const member = reference.node.parent
+      const property = member?.getChild('PropertyName')
+      if (
+        constants.get(name)?.name === 'ArrayExpression' &&
+        member?.name === 'MemberExpression' &&
+        member.firstChild?.from === reference.from &&
+        member.getChild('.') &&
+        property &&
+        ['includes', 'indexOf', 'lastIndexOf'].includes(
+          source.slice(property.from, property.to)
+        ) &&
+        member.parent?.name === 'CallExpression' &&
+        member.parent.firstChild?.from === member.from
+      ) {
+        return
+      }
+      unsafe.add(name)
+    },
+  })
+  // Escaping an alias or containing object also exposes every referenced constant.
+  const pending = [...unsafe]
+  for (let i = 0; i < pending.length; i += 1) {
+    for (const dependency of dependencies.get(pending[i]) ?? []) {
+      if (unsafe.has(dependency)) continue
+      unsafe.add(dependency)
+      pending.push(dependency)
+    }
+  }
+  for (const name of unsafe) constants.delete(name)
+  return constants
+}
 
 /** Decode JavaScript string tokens without evaluating code, including JS-only escapes. */
 function readStaticString(token: string): string | typeof unresolved {
@@ -161,10 +268,18 @@ function staticObjectProperties(
 function readStaticValue(
   source: string,
   node: SyntaxNode,
+  context: StaticContext,
   depth = 0
 ): StaticValue | typeof unresolved {
-  if (depth > 64) return unresolved
+  // Shared constants can expand a small source into an exponentially larger value.
+  if (depth > 64 || context.remainingValues-- <= 0) return unresolved
   const token = source.slice(node.from, node.to)
+  if (node.name === 'VariableName') {
+    const value = context.constants.get(token)
+    // Require initialization before use, which also rules out reference cycles.
+    if (!value || value.to >= node.from) return unresolved
+    return readStaticValue(source, value, context, depth + 1)
+  }
   if (node.name === 'String') return readStaticString(token)
   if (node.name === 'TemplateString' && !node.getChild('Interpolation')) {
     return readStaticString(token)
@@ -181,7 +296,7 @@ function readStaticValue(
     if (!operand || !operator || operand.name !== 'Number') return unresolved
     const sign = source.slice(operator.from, operator.to)
     if (sign !== '-' && sign !== '+') return unresolved
-    const value = readStaticValue(source, operand, depth + 1)
+    const value = readStaticValue(source, operand, context, depth + 1)
     if (typeof value !== 'number') return unresolved
     return sign === '-' ? -value : value
   }
@@ -198,7 +313,7 @@ function readStaticValue(
         continue
       }
       if (!expectsValue) return unresolved
-      const value = readStaticValue(source, child, depth + 1)
+      const value = readStaticValue(source, child, context, depth + 1)
       if (value === unresolved) return unresolved
       values.push(value)
       expectsValue = false
@@ -211,7 +326,7 @@ function readStaticValue(
     const result: { [key: string]: StaticValue } = Object.create(null)
     for (const [key, valueNode] of properties) {
       if (!valueNode) return unresolved
-      const value = readStaticValue(source, valueNode, depth + 1)
+      const value = readStaticValue(source, valueNode, context, depth + 1)
       if (value === unresolved) return unresolved
       result[key] = value
     }
@@ -220,7 +335,7 @@ function readStaticValue(
   return unresolved
 }
 
-/** Inspect only the exported literal declaration. Never compile or run the plugin. */
+/** Inspect literal declarations and safe local constants. Never compile or run the plugin. */
 export function parsePluginMetaPreview(source: string): PluginMetaPreview {
   const fields = Object.fromEntries(
     Object.keys(previewSchemas).map((key) => [key, { state: 'unknown' }])
@@ -242,16 +357,8 @@ export function parsePluginMetaPreview(source: string): PluginMetaPreview {
     for (const variable of declaration.getChildren('VariableDefinition')) {
       if (source.slice(variable.from, variable.to) !== 'meta') continue
       if (meta) return result
-      let next = variable.nextSibling
-      while (next && ['LineComment', 'BlockComment'].includes(next.name)) {
-        next = next.nextSibling
-      }
-      if (next?.name !== 'Equals') return result
-      next = next.nextSibling
-      while (next && ['LineComment', 'BlockComment'].includes(next.name)) {
-        next = next.nextSibling
-      }
-      meta = next
+      meta = readConstInitializer(variable)
+      if (!meta) return result
     }
   }
   if (!meta) return result
@@ -270,6 +377,7 @@ export function parsePluginMetaPreview(source: string): PluginMetaPreview {
   if (invalid) return result
   const properties = staticObjectProperties(source, meta)
   if (!properties) return result
+  const constants = collectStaticConstants(source, tree.topNode, meta)
   result.status = 'parsed'
   for (const key of Object.keys(
     previewSchemas
@@ -279,7 +387,9 @@ export function parsePluginMetaPreview(source: string): PluginMetaPreview {
       continue
     }
     const node = properties.get(key)
-    const value = node ? readStaticValue(source, node) : unresolved
+    const value = node
+      ? readStaticValue(source, node, { constants, remainingValues: 32_768 })
+      : unresolved
     const parsed = previewSchemas[key].safeParse(value)
     if (!parsed.success) {
       result.status = 'partial'
@@ -295,15 +405,15 @@ export function parsePluginMetaPreview(source: string): PluginMetaPreview {
 
 /** Source absence is a fact; only unresolved source fields fall back to index hints. */
 export function resolvePluginMetaPreview(
-  plugin: MarketplacePlugin,
+  plugin: MarketplacePlugin | undefined,
   version: MarketplaceIndexVersion | undefined,
   source: PluginMetaPreview | undefined
 ): PluginMetaPreview['fields'] {
-  const latest = version?.version === plugin.latest
+  const latest = version?.version === plugin?.latest
   const index = {
-    models: latest ? plugin.models : undefined,
-    protocols: latest ? plugin.protocols : undefined,
-    channelTypes: latest ? plugin.channelTypes : undefined,
+    models: latest ? plugin?.models : undefined,
+    protocols: latest ? plugin?.protocols : undefined,
+    channelTypes: latest ? plugin?.channelTypes : undefined,
     routes: undefined,
     baseUrl: version?.baseUrl,
     allowedHosts: version?.allowedHosts,
diff --git a/web/src/features/task-plugins/lib/plugin-url.ts b/web/src/features/task-plugins/lib/plugin-url.ts
index 9d932af..2ca7978 100644
--- a/web/src/features/task-plugins/lib/plugin-url.ts
+++ b/web/src/features/task-plugins/lib/plugin-url.ts
@@ -21,7 +21,7 @@ For commercial licensing, please contact support@quantumnous.com
  * controller/task_plugin.go). Enforced client-side too so an oversized fetch
  * fails with a readable message instead of a server rejection.
  */
-export const MAX_PLUGIN_SOURCE_BYTES = 1024 * 1024
+export const MAX_PLUGIN_SOURCE_BYTES = 8 * 1024 * 1024
 
 export function pluginSourceByteLength(source: string): number {
   return new TextEncoder().encode(source).length
@@ -90,7 +90,9 @@ export class PluginSourceFetchError extends Error {
 /**
  * Fetches plugin source in the browser. Every marketplace and URL-import fetch
  * goes through here: the gateway never makes the outbound request, so there is
- * no server-side SSRF surface.
+ * no server-side SSRF surface. The request always revalidates with the host:
+ * versioned sources are often served as immutable, and a file republished in
+ * place would otherwise be read from a stale cache and fail the index sha256.
  */
 export async function fetchPluginSourceText(
   url: string,
@@ -98,7 +100,7 @@ export async function fetchPluginSourceText(
 ): Promise<string> {
   let response: Response
   try {
-    response = await fetchImpl(url)
+    response = await fetchImpl(url, { cache: 'no-cache' })
   } catch {
     throw new PluginSourceFetchError('unreachable')
   }
diff --git a/web/src/features/usage-logs/__tests__/artifacts.test.ts b/web/src/features/usage-logs/__tests__/artifacts.test.ts
index 52eb8cd..9c83737 100644
--- a/web/src/features/usage-logs/__tests__/artifacts.test.ts
+++ b/web/src/features/usage-logs/__tests__/artifacts.test.ts
@@ -17,10 +17,12 @@ along with this program. If not, see <https://www.gnu.org/licenses/>.
 For commercial licensing, please contact support@quantumnous.com
 */
 import assert from 'node:assert/strict'
+
 import { describe, test } from 'vitest'
 
 import {
   getSafePluginAuthorUrl,
+  parseLegacyAudioClips,
   parseTaskArtifactsResponse,
   resolveTaskPreviewMode,
   shouldLoadTaskArtifacts,
@@ -337,6 +339,32 @@ describe('legacy task preview compatibility', () => {
   })
 })
 
+describe('synchronous results the gateway did not retain', () => {
+  test('given result_discarded on a successful task, the viewer explains instead of loading artifacts', () => {
+    const discarded = taskFixture({ result_discarded: true })
+
+    assert.equal(resolveTaskPreviewMode(discarded), 'discarded')
+    assert.equal(resolveTaskPreviewMode(discarded, true), 'discarded')
+    assert.equal(shouldLoadTaskArtifacts(discarded, true), false)
+  })
+
+  test('given result_discarded on a failed task, the failed state still wins', () => {
+    assert.equal(
+      resolveTaskPreviewMode(
+        taskFixture({ status: 'FAILURE', result_discarded: true })
+      ),
+      'none'
+    )
+  })
+
+  test('given a retained result, plugin previews load as before', () => {
+    const retained = taskFixture({ result_discarded: false })
+
+    assert.equal(resolveTaskPreviewMode(retained), 'plugin')
+    assert.equal(shouldLoadTaskArtifacts(retained, true), true)
+  })
+})
+
 describe('plugin author links', () => {
   test('allows HTTP authors and rejects executable URL schemes', () => {
     assert.equal(
@@ -355,3 +383,44 @@ describe('plugin author links', () => {
     )
   })
 })
+
+describe('legacy Suno audio clips', () => {
+  test('keeps only playable clips from array or JSON string snapshots', () => {
+    const clips = [
+      { id: 'a', title: 'Song A', audio_url: 'https://media.example/a.mp3' },
+      { id: 'b', title: 'No audio' },
+      'not a clip',
+    ]
+    const expected = [
+      { id: 'a', title: 'Song A', audio_url: 'https://media.example/a.mp3' },
+    ]
+    assert.deepEqual(parseLegacyAudioClips(clips), expected)
+    assert.deepEqual(parseLegacyAudioClips(JSON.stringify(clips)), expected)
+    assert.deepEqual(parseLegacyAudioClips('{not json'), [])
+    assert.deepEqual(parseLegacyAudioClips(undefined), [])
+  })
+
+  test('projects legacy_audio_clips from the artifacts response', () => {
+    assert.deepEqual(
+      parseTaskArtifactsResponse({
+        success: true,
+        data: {
+          artifacts: [],
+          legacy_audio_clips: [
+            { audio_url: 'https://media.example/a.mp3', title: 'Song A' },
+          ],
+        },
+      }),
+      {
+        artifacts: [],
+        legacyAudioClips: [
+          { audio_url: 'https://media.example/a.mp3', title: 'Song A' },
+        ],
+      }
+    )
+    assert.deepEqual(
+      parseTaskArtifactsResponse({ success: true, data: { artifacts: [] } }),
+      { artifacts: [] }
+    )
+  })
+})
diff --git a/web/src/features/usage-logs/api.ts b/web/src/features/usage-logs/api.ts
index 793010b..4978e4d 100644
--- a/web/src/features/usage-logs/api.ts
+++ b/web/src/features/usage-logs/api.ts
@@ -16,8 +16,10 @@ along with this program. If not, see <https://www.gnu.org/licenses/>.
 
 For commercial licensing, please contact support@quantumnous.com
 */
-import { api, type ApiRequestConfig } from '@/lib/api'
+import { api, getFreshAuthHeaders, type ApiRequestConfig } from '@/lib/api'
+import { createServerError } from '@/lib/server-error-message'
 
+import type { UsageLog } from './data/schema'
 import { buildQueryParams } from './lib/query-params'
 import { parseTaskArtifactsResponse } from './lib/task-artifacts'
 import type {
@@ -86,6 +88,60 @@ export const getUserLogStats = (
   params: Omit<GetLogStatsParams, 'username' | 'channel'> = {}
 ) => fetchLogStats('/api/log', params, false)
 
+/**
+ * Stream the logs matching params, newest first. The server sends one JSON
+ * log per line and ends with an API response object; a stream that ends
+ * without a successful one is a failed export. Resolves with the log count.
+ */
+export async function exportLogs(
+  params: GetLogsParams,
+  isAdmin: boolean,
+  options: { signal: AbortSignal; onLog: (log: UsageLog) => void }
+): Promise<number> {
+  const queryParams = buildQueryParams(
+    params as unknown as Record<string, unknown>
+  )
+  const response = await fetch(
+    `${buildApiPath('/api/log', isAdmin)}/export?${queryParams}`,
+    {
+      credentials: 'include',
+      headers: await getFreshAuthHeaders(),
+      signal: options.signal,
+    }
+  )
+  if (!response.ok || !response.body) {
+    const body: unknown = await response.json().catch(() => null)
+    throw createServerError(body ?? { status: response.status })
+  }
+
+  const reader = response.body.getReader()
+  const decoder = new TextDecoder()
+  let buffer = ''
+  let result: { success?: unknown; data?: { count?: number } } | null = null
+  for (;;) {
+    const { done, value } = await reader.read()
+    buffer += done ? decoder.decode() : decoder.decode(value, { stream: true })
+    const lines = buffer.split('\n')
+    buffer = done ? '' : (lines.pop() ?? '')
+    for (const line of lines) {
+      if (!line.trim()) continue
+      let parsed
+      try {
+        parsed = JSON.parse(line)
+      } catch {
+        throw createServerError(null)
+      }
+      if (typeof parsed.success === 'boolean') result = parsed
+      else options.onLog(parsed as UsageLog)
+    }
+    if (done) break
+  }
+  if (result?.success !== true) {
+    throw createServerError(result)
+  }
+  return result.data?.count ?? 0
+}
+
 export async function getUserInfo(
   userId: number
 ): Promise<{ success: boolean; message?: string; data?: UserInfo }> {
diff --git a/web/src/features/usage-logs/audit/__tests__/details.test.tsx b/web/src/features/usage-logs/audit/__tests__/details.test.tsx
index a003e6c..502c266 100644
--- a/web/src/features/usage-logs/audit/__tests__/details.test.tsx
+++ b/web/src/features/usage-logs/audit/__tests__/details.test.tsx
@@ -16,6 +16,7 @@ along with this program. If not, see <https://www.gnu.org/licenses/>.
 
 For commercial licensing, please contact support@quantumnous.com
 */
+import { QueryClient, QueryClientProvider } from '@tanstack/react-query'
 import {
   render,
   screen,
@@ -25,10 +26,14 @@ import {
 } from '@testing-library/react'
 import userEvent from '@testing-library/user-event'
 import { createInstance } from 'i18next'
+import type { ReactElement } from 'react'
 import { I18nextProvider } from 'react-i18next'
 import { afterEach, expect, it, vi } from 'vitest'
 
 import zh from '@/i18n/locales/zh.json'
+import type { PermissionResourceDef } from '@/lib/admin-permissions'
+import { api } from '@/lib/api'
+import dayjs from '@/lib/dayjs'
 
 import type { AuditLog } from '../api'
 import { AuditLogDetailsDialog } from '../components/audit-log-details-dialog'
@@ -88,7 +93,7 @@ it.each([
       op: { action: 'channel.update', params: { id: 42, name: 'batch' } },
     },
   }
-  render(
+  renderWithQueryClient(
     <I18nextProvider i18n={i18n}>
       <AuditLogDetailsDialog entry={log} />
     </I18nextProvider>
@@ -138,6 +143,7 @@ it.each([
     ['remain_quota', 'auto_groups', 'cross_group_retry'],
     'Remaining quota, Auto Group Chain, Cross-group retry',
   ],
+  [['allow_user_quota_query'], 'Allow querying user quota'],
 ])(
   'describes token configuration changes %j',
   async (changedFields, expected) => {
@@ -318,8 +324,15 @@ it('renders batch IDs compactly, copies the full list and preserves an empty res
   expect(copy).toHaveBeenCalledWith('11, 11, 12')
 })
 
+function renderWithQueryClient(ui: ReactElement) {
+  const client = new QueryClient({
+    defaultOptions: { queries: { retry: false } },
+  })
+  return render(<QueryClientProvider client={client}>{ui}</QueryClientProvider>)
+}
+
 async function openDetails(log: AuditLog = entry) {
-  render(<AuditLogDetailsDialog entry={log} />)
+  renderWithQueryClient(<AuditLogDetailsDialog entry={log} />)
   const trigger = screen.getByRole('button', { name: 'Details' })
   trigger.focus()
   await userEvent.keyboard('{Enter}')
@@ -699,3 +712,250 @@ it('shows the affected count separately from requested redemption IDs', async ()
     ])
   )
 })
+
+const scopeResources: PermissionResourceDef[] = [
+  {
+    resource: 'profile',
+    label_key: 'Profile',
+    actions: [
+      { action: 'read', label_key: 'View', description_key: '' },
+      { action: 'write', label_key: 'Edit', description_key: '' },
+    ],
+  },
+  {
+    resource: 'user',
+    label_key: 'Users',
+    actions: [
+      { action: 'read', label_key: 'View', description_key: '' },
+      { action: 'write', label_key: 'Edit', description_key: '' },
+    ],
+  },
+]
+
+function generatedToken(params: Record<string, unknown>): AuditLog {
+  return {
+    ...entry,
+    category: 'security',
+    action: 'access_token.generate',
+    route: '/api/user/access_tokens',
+    method: 'POST',
+    content: '',
+    other: { op: { action: 'access_token.generate', params } },
+  }
+}
+
+it('describes granted scopes by label and only counts unknown ones', async () => {
+  const i18n = createInstance()
+  await i18n.init({ lng: 'en', resources: {} })
+  const log = generatedToken({
+    token_id: 3,
+    name: 'deploy',
+    scopes: ['profile:read', 'profile:write', 'retired:read', 'user:read'],
+    expires_at: 1788600600,
+    token_ref: 'd'.repeat(64),
+  })
+  const detail = buildAuditDetails(log, i18n.t, { scopeResources })
+  expect(detail.summary).toBe('Created an access token')
+  expect(detail.fields).toEqual(
+    expect.arrayContaining([
+      {
+        label: 'Permissions',
+        value: {
+          Profile: 'View, Edit',
+          Users: 'View',
+          Other: '1 permissions are no longer available',
+        },
+      },
+      {
+        label: 'Expiration',
+        value: dayjs.unix(1788600600).format('YYYY-MM-DD HH:mm:ss'),
+      },
+    ])
+  )
+  expect(JSON.stringify(detail)).not.toMatch(/profile:|user:|retired/)
+
+  const unknown = buildAuditDetails(
+    generatedToken({ scopes: ['retired:read', 'retired:write'] }),
+    i18n.t,
+    { scopeResources }
+  )
+  expect(unknown.fields).toEqual([
+    { label: 'Permissions', value: '2 permissions are no longer available' },
+  ])
+
+  const unloaded = buildAuditDetails(log, i18n.t)
+  expect(unloaded.summary).toBe('Created an access token')
+  expect(unloaded.fields).toContainEqual({
+    label: 'Permissions',
+    value: '4 permissions',
+  })
+  expect(JSON.stringify(unloaded)).not.toMatch(/profile:|user:|retired/)
+})
+
+it('shows a token without expiry as never expiring', async () => {
+  const i18n = createInstance()
+  await i18n.init({ lng: 'en', resources: {} })
+  const detail = buildAuditDetails(
+    generatedToken({ scopes: ['profile:read'], expires_at: 0 }),
+    i18n.t,
+    { scopeResources }
+  )
+  expect(detail.fields).toContainEqual({
+    label: 'Expiration',
+    value: 'Never expires',
+  })
+})
+
+it('shows the previous grant next to the new one after a permission change', async () => {
+  const i18n = createInstance()
+  await i18n.init({ lng: 'en', resources: {} })
+  const detail = buildAuditDetails(
+    {
+      ...generatedToken({}),
+      action: 'access_token.update',
+      route: '/api/user/access_tokens/3',
+      method: 'PATCH',
+      other: {
+        op: {
+          action: 'access_token.update',
+          params: {
+            token_id: 3,
+            name: 'deploy',
+            scopes: ['profile:read', 'user:read'],
+            previous_scopes: ['profile:read', 'retired:read'],
+            token_ref: 'd'.repeat(64),
+          },
+        },
+      },
+    },
+    i18n.t,
+    { scopeResources }
+  )
+  expect(detail.summary).toBe('Changed access token permissions')
+  expect(detail.fields).toEqual(
+    expect.arrayContaining([
+      { label: 'Permissions', value: { Profile: 'View', Users: 'View' } },
+      {
+        label: 'Previous permissions',
+        value: {
+          Profile: 'View',
+          Other: '1 permissions are no longer available',
+        },
+      },
+    ])
+  )
+  expect(JSON.stringify(detail)).not.toMatch(/profile:|user:|retired/)
+})
+
+it('labels account operation parameters', async () => {
+  const i18n = createInstance()
+  await i18n.init({ lng: 'en', resources: {} })
+  const detail = buildAuditDetails(
+    {
+      ...entry,
+      category: 'security',
+      action: 'user.update',
+      other: {
+        op: {
+          action: 'user.update',
+          params: {
+            legacy: true,
+            revoked_access_tokens: 2,
+            verification_method: 'passkey',
+            password_reset: true,
+            admin_permissions_updated: false,
+            provider_id: 5,
+          },
+        },
+      },
+    },
+    i18n.t
+  )
+  expect(detail.fields).toEqual([
+    { label: 'Legacy token', value: true },
+    { label: 'Revoked access tokens', value: 2 },
+    { label: 'Verification method', value: 'Passkey' },
+    { label: 'Reset password', value: true },
+    { label: 'Admin permissions updated', value: false },
+    { label: 'Provider ID', value: 5 },
+  ])
+})
+
+it('loads scope labels for a generated token when its details open', async () => {
+  const get = vi.spyOn(api, 'get').mockResolvedValue({
+    data: { success: true, data: { resources: scopeResources } },
+  })
+  const i18n = createInstance()
+  await i18n.init({ lng: 'zh', resources: { zh } })
+  renderWithQueryClient(
+    <I18nextProvider i18n={i18n}>
+      <AuditLogDetailsDialog
+        entry={generatedToken({
+          token_id: 3,
+          name: 'deploy',
+          scopes: ['profile:read', 'profile:write', 'retired:read'],
+          expires_at: 0,
+        })}
+      />
+    </I18nextProvider>
+  )
+  expect(get).not.toHaveBeenCalled()
+  await userEvent.click(screen.getByRole('button', { name: '详情' }))
+  const dialog = await screen.findByRole('dialog', { name: '日志详情' })
+  expect(await within(dialog).findByText('查看, 编辑')).toBeVisible()
+  expect(get).toHaveBeenCalledWith(
+    '/api/user/access_tokens/scopes',
+    expect.anything()
+  )
+  expect(within(dialog).getByText('个人资料')).toBeVisible()
+  expect(within(dialog).getByText('1 项权限不在当前权限目录中')).toBeVisible()
+  expect(within(dialog).getByText('永不过期')).toBeVisible()
+  expect(dialog).not.toHaveTextContent(/profile:|retired/)
+})
+
+it('loads scope labels for a permission change when its details open', async () => {
+  const get = vi.spyOn(api, 'get').mockResolvedValue({
+    data: { success: true, data: { resources: scopeResources } },
+  })
+  const i18n = createInstance()
+  await i18n.init({ lng: 'zh', resources: { zh } })
+  renderWithQueryClient(
+    <I18nextProvider i18n={i18n}>
+      <AuditLogDetailsDialog
+        entry={{
+          ...generatedToken({}),
+          action: 'access_token.update',
+          route: '/api/user/access_tokens/3',
+          method: 'PATCH',
+          other: {
+            op: {
+              action: 'access_token.update',
+              params: {
+                token_id: 3,
+                name: 'deploy',
+                scopes: ['user:read'],
+                previous_scopes: ['profile:read', 'profile:write'],
+              },
+            },
+          },
+        }}
+      />
+    </I18nextProvider>
+  )
+  await userEvent.click(screen.getByRole('button', { name: '详情' }))
+  const dialog = await screen.findByRole('dialog', { name: '日志详情' })
+  expect(await within(dialog).findByText('查看, 编辑')).toBeVisible()
+  expect(get).toHaveBeenCalledWith(
+    '/api/user/access_tokens/scopes',
+    expect.anything()
+  )
+  expect(within(dialog).getByText('原权限')).toBeVisible()
+  expect(within(dialog).getByText('用户')).toBeVisible()
+  expect(dialog).not.toHaveTextContent(/profile:|user:/)
+})
+
+it('does not load scope labels for other records', async () => {
+  const get = vi.spyOn(api, 'get')
+  await openDetails()
+  expect(get).not.toHaveBeenCalled()
+})
diff --git a/web/src/features/usage-logs/audit/__tests__/viewer.test.tsx b/web/src/features/usage-logs/audit/__tests__/viewer.test.tsx
index 60394e2..22f1c9a 100644
--- a/web/src/features/usage-logs/audit/__tests__/viewer.test.tsx
+++ b/web/src/features/usage-logs/audit/__tests__/viewer.test.tsx
@@ -471,6 +471,61 @@ it('filters own access history by result, generation and time and resets paginat
   expect(screen.getByRole('table').style.minWidth).toMatch(/max\(100%, \d+px\)/)
 })
 
+it('opens on the current token when asked and resets back to it', async () => {
+  const get = vi.spyOn(api, 'get').mockResolvedValue({
+    data: { success: true, data: { items: [], total: 0 } },
+  })
+  const client = new QueryClient({
+    defaultOptions: { queries: { retry: false } },
+  })
+  render(
+    <QueryClientProvider client={client}>
+      <AuditLogViewer
+        scope='self'
+        accessOnly
+        currentTokenRef={'a'.repeat(64)}
+        defaultTokenScope='current'
+      />
+    </QueryClientProvider>
+  )
+  const user = userEvent.setup()
+  await waitFor(() => expect(get).toHaveBeenCalled())
+  expect(get.mock.calls[0]).toEqual([
+    '/api/audit/self',
+    {
+      params: expect.objectContaining({
+        category: 'access_token',
+        token_ref: 'a'.repeat(64),
+      }),
+    },
+  ])
+  const reset = screen.getByRole('button', { name: 'Reset' })
+  expect(reset).toBeDisabled()
+  await user.click(screen.getByRole('combobox', { name: 'Token scope' }))
+  await user.click(await screen.findByRole('option', { name: 'All tokens' }))
+  await waitFor(() =>
+    expect(get.mock.lastCall?.[1]?.params).not.toHaveProperty('token_ref')
+  )
+  await user.click(screen.getByRole('combobox', { name: 'Result' }))
+  await user.click(await screen.findByRole('option', { name: 'Failed' }))
+  await waitFor(() =>
+    expect(get).toHaveBeenLastCalledWith('/api/audit/self', {
+      params: expect.objectContaining({ success: 'false' }),
+    })
+  )
+  await user.click(reset)
+  await waitFor(() =>
+    expect(get).toHaveBeenLastCalledWith('/api/audit/self', {
+      params: expect.objectContaining({ token_ref: 'a'.repeat(64) }),
+    })
+  )
+  expect(get.mock.lastCall?.[1]?.params).not.toHaveProperty('success')
+  expect(screen.getByRole('combobox', { name: 'Token scope' })).toHaveValue(
+    'Current token'
+  )
+  expect(reset).toBeDisabled()
+})
+
 it('a failed history query exposes retry and no empty history claim', async () => {
   vi.spyOn(api, 'get')
     .mockRejectedValueOnce(new Error('offline'))
diff --git a/web/src/features/usage-logs/audit/components/audit-log-details-dialog.tsx b/web/src/features/usage-logs/audit/components/audit-log-details-dialog.tsx
index 994e8b8..456e0d9 100644
--- a/web/src/features/usage-logs/audit/components/audit-log-details-dialog.tsx
+++ b/web/src/features/usage-logs/audit/components/audit-log-details-dialog.tsx
@@ -16,11 +16,14 @@ along with this program. If not, see <https://www.gnu.org/licenses/>.
 
 For commercial licensing, please contact support@quantumnous.com
 */
+import { useQuery } from '@tanstack/react-query'
+import { useState } from 'react'
 import { useTranslation } from 'react-i18next'
 
 import { Dialog } from '@/components/dialog'
 import { StatusBadge } from '@/components/status-badge'
 import { Button } from '@/components/ui/button'
+import { getAccessTokenScopes } from '@/features/security/api'
 import dayjs from '@/lib/dayjs'
 
 import {
@@ -34,7 +37,19 @@ import { AuditDetailValue } from './audit-detail-value'
 
 export function AuditLogDetailsDialog(props: { entry: AuditLog }) {
   const { t } = useTranslation()
-  const detail = buildAuditDetails(props.entry, t)
+  const [open, setOpen] = useState(false)
+  const scopes = useQuery({
+    queryKey: ['access-token-scopes'],
+    queryFn: getAccessTokenScopes,
+    enabled:
+      open &&
+      (props.entry.action === 'access_token.generate' ||
+        props.entry.action === 'access_token.update'),
+    staleTime: Infinity,
+  })
+  const detail = buildAuditDetails(props.entry, t, {
+    scopeResources: scopes.data?.resources,
+  })
   const identifiers = [
     { label: t('Route'), value: props.entry.route },
     { label: t('Request ID'), value: props.entry.request_id },
@@ -55,6 +70,8 @@ export function AuditLogDetailsDialog(props: { entry: AuditLog }) {
   )
   return (
     <Dialog
+      open={open}
+      onOpenChange={setOpen}
       title={t('Log Details')}
       description={t('View the complete details for this log entry')}
       descriptionClassName='sr-only'
@@ -63,7 +80,7 @@ export function AuditLogDetailsDialog(props: { entry: AuditLog }) {
           {t('Details')}
         </Button>
       }
-      contentClassName='min-w-0 sm:max-w-lg max-sm:max-h-[calc(100dvh-1.5rem)] max-sm:w-[calc(100vw-1.5rem)] max-sm:max-w-[calc(100vw-1.5rem)]'
+      contentClassName='min-w-0 sm:max-w-lg max-sm:max-h-(--dialog-available-height) max-sm:w-[calc(100vw-1.5rem)] max-sm:max-w-[calc(100vw-1.5rem)]'
       titleClassName='text-base'
       contentHeight='auto'
       bodyClassName='space-y-3'
diff --git a/web/src/features/usage-logs/audit/components/audit-log-filter-bar.tsx b/web/src/features/usage-logs/audit/components/audit-log-filter-bar.tsx
index 242ff93..aafd8dd 100644
--- a/web/src/features/usage-logs/audit/components/audit-log-filter-bar.tsx
+++ b/web/src/features/usage-logs/audit/components/audit-log-filter-bar.tsx
@@ -16,11 +16,10 @@ along with this program. If not, see <https://www.gnu.org/licenses/>.
 
 For commercial licensing, please contact support@quantumnous.com
 */
-import { Combobox } from '@/components/ui/combobox'
 import type { Table } from '@tanstack/react-table'
 import { useTranslation } from 'react-i18next'
 
-
+import { Combobox } from '@/components/ui/combobox'
 
 import { CompactDateTimeRangePicker } from '../../components/compact-date-time-range-picker'
 import {
@@ -39,14 +38,14 @@ function AuditFilterSelect(props: {
   return (
     <LogsFilterField>
       <Combobox
-options={props.options}
-value={props.value}
-onValueChange={(value) => {
+        options={props.options}
+        value={props.value}
+        onValueChange={(value) => {
           if (value !== null) props.onChange(value)
         }}
-aria-label={props.label}
-className='w-full'
-/>
+        aria-label={props.label}
+        className='w-full'
+      />
     </LogsFilterField>
   )
 }
@@ -58,6 +57,7 @@ export function AuditLogFilterBar(props: {
   scope: 'all' | 'self'
   accessOnly?: boolean
   tokenScope: string
+  defaultTokenScope: string
   currentTokenRef?: string
   onTokenScopeChange: (value: string) => void
   isFetching: boolean
@@ -193,7 +193,7 @@ export function AuditLogFilterBar(props: {
     [
       props.filters.success,
       props.filters.category,
-      props.tokenScope !== 'all',
+      props.tokenScope !== props.defaultTokenScope,
     ].filter(Boolean).length
   const hasFilters =
     filterCount > 0 ||
diff --git a/web/src/features/usage-logs/audit/components/audit-log-viewer.tsx b/web/src/features/usage-logs/audit/components/audit-log-viewer.tsx
index 1d41a94..1b4c3fe 100644
--- a/web/src/features/usage-logs/audit/components/audit-log-viewer.tsx
+++ b/web/src/features/usage-logs/audit/components/audit-log-viewer.tsx
@@ -37,12 +37,15 @@ export function AuditLogViewer(props: {
   scope: 'all' | 'self'
   accessOnly?: boolean
   currentTokenRef?: string
+  // The token scope the viewer opens with and returns to on reset.
+  defaultTokenScope?: 'all' | 'current'
   onAccessDenied?: () => Promise<void>
 }) {
   const { t } = useTranslation()
   const userId = useAuthStore((state) => state.auth.user?.id)
   const [filters, setFilters] = useState<AuditFilters>({ p: 1, page_size: 20 })
-  const [tokenScope, setTokenScope] = useState('all')
+  const defaultTokenScope = props.defaultTokenScope ?? 'all'
+  const [tokenScope, setTokenScope] = useState<string>(defaultTokenScope)
   const params = { ...filters }
   if (props.accessOnly) params.category = 'access_token'
   if (tokenScope === 'current') params.token_ref = props.currentTokenRef
@@ -130,6 +133,7 @@ export function AuditLogViewer(props: {
               scope={props.scope}
               accessOnly={props.accessOnly}
               tokenScope={tokenScope}
+              defaultTokenScope={defaultTokenScope}
               currentTokenRef={props.currentTokenRef}
               onTokenScopeChange={(value) => {
                 setTokenScope(value)
@@ -140,7 +144,7 @@ export function AuditLogViewer(props: {
                 if (!invalidRange && canQuery) void query.refetch()
               }}
               onReset={() => {
-                setTokenScope('all')
+                setTokenScope(defaultTokenScope)
                 setFilters({ p: 1, page_size: filters.page_size })
               }}
             />
diff --git a/web/src/features/usage-logs/audit/lib/audit-details.ts b/web/src/features/usage-logs/audit/lib/audit-details.ts
index e1b3452..311b83f 100644
--- a/web/src/features/usage-logs/audit/lib/audit-details.ts
+++ b/web/src/features/usage-logs/audit/lib/audit-details.ts
@@ -19,6 +19,8 @@ For commercial licensing, please contact support@quantumnous.com
 import type { TFunction } from 'i18next'
 
 import { loginMethodLabel } from '@/features/security/components/login-session-utils'
+import type { PermissionResourceDef } from '@/lib/admin-permissions'
+import dayjs from '@/lib/dayjs'
 import { ROLE } from '@/lib/roles'
 
 import { renderAuditContent } from '../../lib/format'
@@ -67,6 +69,11 @@ export type AuditDetailField = {
   copyable?: boolean
 }
 
+export type AuditDetailOptions = {
+  // Labels for stored access token scopes; omitted until they have loaded.
+  scopeResources?: PermissionResourceDef[]
+}
+
 export function isAuditDetailObject(
   value: unknown
 ): value is Record<string, unknown> {
@@ -107,6 +114,8 @@ export function auditFieldLabel(key: string, t: TFunction): string {
       return t('Model Limits')
     case 'allow_ips':
       return t('IP Whitelist (supports CIDR)')
+    case 'allow_user_quota_query':
+      return t('Allow querying user quota')
     case 'auto_groups':
       return t('Auto Group Chain')
     case 'cross_group_retry':
@@ -159,11 +168,68 @@ export function auditFieldLabel(key: string, t: TFunction): string {
       return t('Operator Admin')
     case 'audit_info':
       return t('Request')
+    case 'token_id':
+      return t('Token ID')
+    case 'token_ref':
+      return t('Token identifier')
+    case 'scopes':
+      return t('Permissions')
+    case 'previous_scopes':
+      return t('Previous permissions')
+    case 'expires_at':
+      return t('Expiration')
+    case 'required_scope':
+      return t('Required permission')
+    case 'failure_reason':
+      return t('Failure reason')
+    case 'legacy':
+      return t('Legacy token')
+    case 'revoked_access_tokens':
+      return t('Revoked access tokens')
+    case 'verification_method':
+      return t('Verification method')
+    case 'password_reset':
+      return t('Reset password')
+    case 'admin_permissions_updated':
+      return t('Admin permissions updated')
+    case 'provider_id':
+      return t('Provider ID')
     default:
       return key
   }
 }
 
+// Groups stored access token scopes by resource. Scopes missing from the
+// dictionary are only counted, so a raw scope key never reaches the reader.
+function describeAccessTokenScopes(
+  scopes: string[],
+  resources: PermissionResourceDef[] | undefined,
+  t: TFunction
+): unknown {
+  const granted = new Set(scopes)
+  if (!resources) return t('{{count}} permissions', { count: granted.size })
+  const matched = new Set<string>()
+  const rows: Record<string, string> = {}
+  for (const resource of resources) {
+    const labels: string[] = []
+    for (const action of resource.actions) {
+      const scope = `${resource.resource}:${action.action}`
+      if (!granted.has(scope) || matched.has(scope)) continue
+      matched.add(scope)
+      labels.push(t(action.label_key))
+    }
+    if (labels.length) rows[t(resource.label_key)] = labels.join(', ')
+  }
+  const unavailable = granted.size - matched.size
+  if (!unavailable) return rows
+  const note = t('{{count}} permissions are no longer available', {
+    count: unavailable,
+  })
+  if (!matched.size) return note
+  rows[t('Other')] = note
+  return rows
+}
+
 function buildTokenAuditOperation(
   action: string,
   params: Record<string, unknown>,
@@ -320,7 +386,11 @@ function buildTokenAuditOperation(
   return { headline, summary, identifier, description, fields }
 }
 
-export function buildAuditDetails(entry: AuditLog, t: TFunction) {
+export function buildAuditDetails(
+  entry: AuditLog,
+  t: TFunction,
+  options: AuditDetailOptions = {}
+) {
   const metadata = isAuditDetailObject(entry.other) ? entry.other : {}
   const metadataUnavailable =
     entry.other != null && !isAuditDetailObject(entry.other)
@@ -459,6 +529,45 @@ export function buildAuditDetails(entry: AuditLog, t: TFunction) {
   if (typeof params.method === 'string') {
     params.method = loginMethodLabel(params.method, t)
   }
+  if (typeof params.verification_method === 'string') {
+    params.verification_method = loginMethodLabel(params.verification_method, t)
+  }
+  for (const key of ['scopes', 'previous_scopes']) {
+    const scopes = params[key]
+    if (
+      !Array.isArray(scopes) ||
+      !scopes.every((scope) => typeof scope === 'string')
+    ) {
+      continue
+    }
+    fields.push({
+      label: auditFieldLabel(key, t),
+      value: describeAccessTokenScopes(scopes, options.scopeResources, t),
+    })
+    delete params[key]
+  }
+  if (typeof params.expires_at === 'number') {
+    fields.push({
+      label: t('Expiration'),
+      value: params.expires_at
+        ? dayjs.unix(params.expires_at).format('YYYY-MM-DD HH:mm:ss')
+        : t('Never expires'),
+    })
+    delete params.expires_at
+  }
+  if (
+    entry.category === 'access_token' &&
+    typeof params.failure_reason === 'string'
+  ) {
+    const reasons: Record<string, string> = {
+      expired: t('Access token expired'),
+      scope_denied: t('The access token lacks the required permission'),
+      route_undeclared: t('Access tokens cannot use this feature'),
+      session_required: t('This feature requires signing in to the dashboard'),
+    }
+    params.failure_reason =
+      reasons[params.failure_reason] ?? params.failure_reason
+  }
   if (
     action === 'channel.status_update_batch' &&
     typeof params.count === 'number' &&
diff --git a/web/src/features/usage-logs/components/__tests__/billing-source-visibility.test.tsx b/web/src/features/usage-logs/components/__tests__/billing-source-visibility.test.tsx
new file mode 100644
index 0000000..a6ee8ac
--- /dev/null
+++ b/web/src/features/usage-logs/components/__tests__/billing-source-visibility.test.tsx
@@ -0,0 +1,196 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { QueryClient, QueryClientProvider } from '@tanstack/react-query'
+import {
+  createMemoryHistory,
+  createRootRoute,
+  createRoute,
+  createRouter,
+  RouterProvider,
+} from '@tanstack/react-router'
+import { cleanup, render, screen, waitFor } from '@testing-library/react'
+import userEvent from '@testing-library/user-event'
+import { afterEach, expect, test, vi } from 'vitest'
+
+import { api } from '@/lib/api'
+import { ROLE } from '@/lib/roles'
+import { useAuthStore } from '@/stores/auth-store'
+import { useSystemConfigStore } from '@/stores/system-config-store'
+
+import { usageLogSchema } from '../../data/schema'
+import { UsageLogsProvider, useUsageLogsContext } from '../usage-logs-provider'
+import { UsageLogsTable } from '../usage-logs-table'
+
+function LogsFixture() {
+  const { viewScope, setViewScope } = useUsageLogsContext()
+  return (
+    <>
+      <button
+        type='button'
+        onClick={() => setViewScope(viewScope === 'all' ? 'self' : 'all')}
+      >
+        Switch scope
+      </button>
+      <UsageLogsTable logCategory='common' />
+    </>
+  )
+}
+
+async function renderLogs(props: {
+  role: number
+  enabledPlans: boolean[]
+  activeSubscription: boolean
+}) {
+  useAuthStore
+    .getState()
+    .auth.setUser({ id: 1, username: 'tester', role: props.role })
+  const records = ['wallet', 'subscription'].map((source, index) =>
+    usageLogSchema.parse({
+      id: index + 1,
+      user_id: 1,
+      created_at: 1788840000,
+      type: 2,
+      content: '',
+      quota: 5000,
+      other: JSON.stringify({ billing_source: source }),
+    })
+  )
+  vi.spyOn(api, 'get').mockImplementation(async (url) => {
+    let data: unknown = { quota: 0, rpm: 0, tpm: 0 }
+    if (url === '/api/subscription/admin/plans') {
+      data = props.enabledPlans.map((enabled) => ({ plan: { enabled } }))
+    } else if (url === '/api/subscription/self') {
+      data = {
+        subscriptions: props.activeSubscription
+          ? [{ subscription: { status: 'active' } }]
+          : [],
+        all_subscriptions: [{ subscription: { status: 'expired' } }],
+      }
+    } else if (
+      url.startsWith('/api/log?') ||
+      url.startsWith('/api/log/self?')
+    ) {
+      data = { items: records, total: records.length }
+    } else if (url === '/api/group/') {
+      data = []
+    } else if (url === '/api/user/self/groups') {
+      data = {}
+    }
+    return { data: { success: true, data } }
+  })
+  const root = createRootRoute()
+  const auth = createRoute({ getParentRoute: () => root, id: '_authenticated' })
+  const logs = createRoute({
+    getParentRoute: () => auth,
+    path: '/usage-logs/$section',
+    component: LogsFixture,
+    validateSearch: (search: Record<string, unknown>) => search,
+  })
+  const router = createRouter({
+    routeTree: root.addChildren([auth.addChildren([logs])]),
+    history: createMemoryHistory({ initialEntries: ['/usage-logs/common'] }),
+  })
+  const client = new QueryClient({
+    defaultOptions: { queries: { retry: false } },
+  })
+  render(
+    <QueryClientProvider client={client}>
+      <UsageLogsProvider>
+        <RouterProvider router={router} />
+      </UsageLogsProvider>
+    </QueryClientProvider>
+  )
+  await screen.findAllByText('$0.01')
+  await waitFor(() => expect(client.isFetching()).toBe(0))
+  return client
+}
+
+afterEach(() => {
+  cleanup()
+  useAuthStore.setState(useAuthStore.getInitialState(), true)
+  useSystemConfigStore.setState(useSystemConfigStore.getInitialState(), true)
+  localStorage.clear()
+})
+
+test.each([{ enabledPlans: [] }, { enabledPlans: [false] }])(
+  'hides the wallet icon in admin view when no plan is enabled but keeps the subscription marker ($enabledPlans)',
+  async ({ enabledPlans }) => {
+    await renderLogs({
+      role: ROLE.ADMIN,
+      enabledPlans,
+      activeSubscription: true,
+    })
+
+    expect(
+      screen.queryByRole('img', { name: 'Wallet' })
+    ).not.toBeInTheDocument()
+    expect(screen.getByRole('img', { name: 'Subscription' })).toBeVisible()
+  }
+)
+
+test('shows both source icons in admin view when any system plan is enabled', async () => {
+  await renderLogs({
+    role: ROLE.ADMIN,
+    enabledPlans: [false, true],
+    activeSubscription: false,
+  })
+
+  expect(screen.getByRole('img', { name: 'Wallet' })).toBeVisible()
+  expect(screen.getByRole('img', { name: 'Subscription' })).toBeVisible()
+})
+
+test('keeps the subscription marker on a subscription-billed log for a user with only expired subscriptions', async () => {
+  await renderLogs({
+    role: ROLE.USER,
+    enabledPlans: [true],
+    activeSubscription: false,
+  })
+
+  expect(screen.queryByRole('img', { name: 'Wallet' })).not.toBeInTheDocument()
+  expect(screen.getByRole('img', { name: 'Subscription' })).toBeVisible()
+})
+
+test('shows both source icons for a user with an active subscription', async () => {
+  await renderLogs({
+    role: ROLE.USER,
+    enabledPlans: [],
+    activeSubscription: true,
+  })
+
+  expect(screen.getByRole('img', { name: 'Wallet' })).toBeVisible()
+  expect(screen.getByRole('img', { name: 'Subscription' })).toBeVisible()
+})
+
+test('uses personal subscriptions when an admin switches to only-self view', async () => {
+  const user = userEvent.setup()
+  const client = await renderLogs({
+    role: ROLE.ADMIN,
+    enabledPlans: [true],
+    activeSubscription: false,
+  })
+  expect(screen.getByRole('img', { name: 'Wallet' })).toBeVisible()
+
+  await user.click(screen.getByRole('button', { name: 'Switch scope' }))
+  await waitFor(() => expect(client.isFetching()).toBe(0))
+  expect(screen.queryByRole('img', { name: 'Wallet' })).not.toBeInTheDocument()
+  expect(screen.getByRole('img', { name: 'Subscription' })).toBeVisible()
+
+  await user.click(screen.getByRole('button', { name: 'Switch scope' }))
+  expect(await screen.findByRole('img', { name: 'Wallet' })).toBeVisible()
+})
diff --git a/web/src/features/usage-logs/components/__tests__/cost-display.test.tsx b/web/src/features/usage-logs/components/__tests__/cost-display.test.tsx
index bc02ed5..db5c52a 100644
--- a/web/src/features/usage-logs/components/__tests__/cost-display.test.tsx
+++ b/web/src/features/usage-logs/components/__tests__/cost-display.test.tsx
@@ -16,7 +16,8 @@ along with this program. If not, see <https://www.gnu.org/licenses/>.
 
 For commercial licensing, please contact support@quantumnous.com
 */
-import { render, screen } from '@testing-library/react'
+import { render, screen, waitFor } from '@testing-library/react'
+import userEvent from '@testing-library/user-event'
 import i18next from 'i18next'
 import type React from 'react'
 import {
@@ -70,35 +71,51 @@ describe('log cost display', () => {
           billing_source: 'subscription',
           subscription_consumed: consumed,
         },
+        showBillingSource: true,
       })
 
       expect(screen.getByText(expected)).toBeVisible()
-      expect(screen.getByText('Subscription')).toBeVisible()
+      expect(screen.getByRole('img', { name: 'Subscription' })).toBeVisible()
+      expect(screen.queryByText('Subscription')).not.toBeInTheDocument()
       expect(screen.queryByRole('tooltip')).not.toBeInTheDocument()
     }
   )
 
-  test('shows wallet cost and source without using subscription metadata', () => {
+  test('shows wallet cost and source icon without using subscription metadata', () => {
     renderCost({
       quota: 5000,
       other: { billing_source: 'wallet', subscription_consumed: 12500 },
-      showWalletSource: true,
+      showBillingSource: true,
     })
 
     expect(screen.getByText('$0.01')).toBeVisible()
-    expect(screen.getByText('Wallet')).toBeVisible()
+    expect(screen.getByRole('img', { name: 'Wallet' })).toBeVisible()
+    expect(screen.queryByText('Wallet')).not.toBeInTheDocument()
     expect(screen.queryByText('Subscription')).not.toBeInTheDocument()
   })
 
-  test('hides the wallet label when subscriptions are unavailable', () => {
+  test('hides the wallet icon when subscriptions are unavailable', () => {
     renderCost({
       quota: 5000,
       other: { billing_source: 'wallet' },
-      showWalletSource: false,
+      showBillingSource: false,
     })
 
     expect(screen.getByText('$0.01')).toBeVisible()
     expect(screen.queryByText('Wallet')).not.toBeInTheDocument()
+    expect(screen.queryByRole('img')).not.toBeInTheDocument()
+  })
+
+  test('keeps the subscription icon on a subscription-billed log when billing sources are hidden', () => {
+    renderCost({
+      quota: 5000,
+      other: { billing_source: 'subscription', subscription_consumed: 12500 },
+      showBillingSource: false,
+    })
+
+    expect(screen.getByText('$0.025')).toBeVisible()
+    expect(screen.getByRole('img', { name: 'Subscription' })).toBeVisible()
+    expect(screen.queryByRole('img', { name: 'Wallet' })).not.toBeInTheDocument()
   })
 
   test('keeps legacy cost visible without inventing a funding source', () => {
@@ -107,24 +124,78 @@ describe('log cost display', () => {
     expect(screen.getByText('$0.01')).toBeVisible()
     expect(screen.queryByText('Wallet')).not.toBeInTheDocument()
     expect(screen.queryByText('Subscription')).not.toBeInTheDocument()
+    expect(screen.queryByRole('img')).not.toBeInTheDocument()
   })
 
-  test('keeps a large amount unabridged above the funding source', () => {
+  test('keeps a large amount unabridged in a single-line cost bubble', () => {
     const rendered = renderCost({
       quota: 2147483647,
       other: { billing_source: 'subscription' },
+      showBillingSource: true,
     })
 
     const amount = screen.getByText('$4,294.9673')
     expect(amount).toBeVisible()
-    expect(amount).toHaveClass('tabular-nums', 'whitespace-nowrap')
-    expect(rendered.container.firstElementChild).toHaveClass('flex-col')
-    expect(
-      amount.compareDocumentPosition(screen.getByText('Subscription')) &
-        Node.DOCUMENT_POSITION_FOLLOWING
-    ).not.toBe(0)
+    expect(amount).toHaveClass('whitespace-nowrap')
+    expect(amount.closest('[data-slot="status-badge"]')).toHaveClass(
+      'border',
+      'rounded-md',
+      'tabular-nums'
+    )
+    expect(rendered.container.firstElementChild).toHaveClass('inline-flex')
+    expect(rendered.container.firstElementChild).not.toHaveClass('flex-col')
+    expect(screen.getByRole('img', { name: 'Subscription' })).toBeVisible()
   })
 
+  test.each([
+    { source: 'subscription', label: 'Subscription' },
+    { source: 'wallet', label: 'Wallet' },
+  ])(
+    'vertically centers the $source icon within its container',
+    ({ source, label }) => {
+      renderCost({
+        quota: 5000,
+        other: { billing_source: source },
+        showBillingSource: true,
+      })
+
+      // Mobile cards give inline-flex descendants a minimum height, so the
+      // source container must center its smaller icon independently of the badge.
+      expect(screen.getByRole('img', { name: label })).toHaveClass(
+        'inline-flex',
+        'items-center'
+      )
+    }
+  )
+
+  test.each([
+    { source: 'subscription', label: 'Subscription' },
+    { source: 'wallet', label: 'Wallet' },
+  ])(
+    'reveals the $source label on hover and keyboard focus',
+    async ({ source, label }) => {
+      const user = userEvent.setup()
+      renderCost({
+        quota: 5000,
+        other: { billing_source: source },
+        showBillingSource: true,
+      })
+
+      const marker = screen.getByRole('img', { name: label })
+      expect(screen.queryByText(label)).not.toBeInTheDocument()
+
+      await user.hover(marker)
+      expect(await screen.findByText(label)).toBeVisible()
+      await user.unhover(marker)
+      await waitFor(() =>
+        expect(screen.queryByText(label)).not.toBeInTheDocument()
+      )
+      await user.tab()
+      expect(marker).toHaveFocus()
+      expect(await screen.findByText(label)).toBeVisible()
+    }
+  )
+
   test('keeps the regular cost visible and adds an accessible surcharge marker', () => {
     renderCost({
       quota: 12500,
@@ -150,10 +221,11 @@ describe('log cost display', () => {
         web_search_call_count: 1,
         web_search_price: 10,
       },
+      showBillingSource: true,
     })
 
     expect(screen.getByText('$0.01')).toBeVisible()
-    expect(screen.getByText('Subscription')).toBeVisible()
+    expect(screen.getByRole('img', { name: 'Subscription' })).toBeVisible()
     expect(
       screen.getByRole('img', { name: 'Includes tool-call surcharge' })
     ).toHaveAttribute('data-tool-surcharge-indicator', 'true')
diff --git a/web/src/features/usage-logs/components/__tests__/detail-preview.test.tsx b/web/src/features/usage-logs/components/__tests__/detail-preview.test.tsx
index 7fb7068..6cfbe87 100644
--- a/web/src/features/usage-logs/components/__tests__/detail-preview.test.tsx
+++ b/web/src/features/usage-logs/components/__tests__/detail-preview.test.tsx
@@ -28,6 +28,7 @@ import { I18nextProvider } from 'react-i18next'
 import { afterAll, afterEach, beforeEach, expect, test, vi } from 'vitest'
 
 import en from '@/i18n/locales/en.json'
+import zh from '@/i18n/locales/zh.json'
 import {
   DEFAULT_CURRENCY_CONFIG,
   useSystemConfigStore,
@@ -47,12 +48,12 @@ vi.hoisted(() => {
 })
 afterAll(() => vi.unstubAllGlobals())
 
-function makeLog(other: LogOtherData): UsageLog {
+function makeLog(other: LogOtherData, type = 2): UsageLog {
   return {
     id: 1,
     user_id: 1,
     created_at: 1,
-    type: 2,
+    type,
     content: '',
     username: 'user',
     token_name: 'token',
@@ -73,9 +74,13 @@ function makeLog(other: LogOtherData): UsageLog {
   }
 }
 
-function DetailPreview(props: { other: LogOtherData; isAdmin: boolean }) {
+function DetailPreview(props: {
+  other: LogOtherData
+  isAdmin: boolean
+  type?: number
+}) {
   const table = useReactTable({
-    data: [makeLog(props.other)],
+    data: [makeLog(props.other, props.type)],
     columns: useCommonLogsColumns(props.isAdmin, false),
     getCoreRowModel: getCoreRowModel(),
   })
@@ -116,17 +121,33 @@ afterEach(() => {
   client.clear()
   useSystemConfigStore.getState().setConfig(previousConfig)
 })
-function renderPreview(other: LogOtherData, isAdmin = true) {
+function renderPreview(other: LogOtherData, isAdmin = true, type?: number) {
   render(
     <I18nextProvider i18n={i18n}>
       <QueryClientProvider client={client}>
-        <DetailPreview other={other} isAdmin={isAdmin} />
+        <DetailPreview other={other} isAdmin={isAdmin} type={type} />
       </QueryClientProvider>
     </I18nextProvider>
   )
   return screen.getByRole('button', { name: /./ })
 }
 
+test('keeps log details open when the parent refreshes with unchanged data', async () => {
+  const other = { model_price: 0.25 }
+  const wrapper = ({ children }: { children: React.ReactNode }) => (
+    <I18nextProvider i18n={i18n}>
+      <QueryClientProvider client={client}>{children}</QueryClientProvider>
+    </I18nextProvider>
+  )
+  const { rerender } = render(<DetailPreview other={other} isAdmin />, {
+    wrapper,
+  })
+  fireEvent.click(screen.getByRole('button', { name: 'Per-call · $0.25' }))
+  expect(await screen.findByRole('dialog')).toBeVisible()
+  rerender(<DetailPreview other={other} isAdmin />)
+  expect(screen.getByRole('dialog')).toBeVisible()
+})
+
 test.each([
   {
     name: 'fixed expression zero price',
@@ -152,6 +173,15 @@ test.each([
     },
     expected: 'priority · Per-call $0.01/request',
   },
+  {
+    name: 'parsed token expression',
+    other: {
+      billing_mode: 'tiered_expr',
+      matched_tier: 'standard',
+      expr_b64: btoa('tier("standard", p * 2 + c * 10)'),
+    },
+    expected: 'standard · $2 / $10/M',
+  },
   {
     name: 'per-call',
     other: { model_price: 0.25 },
@@ -176,6 +206,111 @@ test.each([
   expect(preview.textContent).toBe(expected)
 })
 
+test.each([
+  {
+    tier: 'standard',
+    billingUnit: 'token' as const,
+    fixedPrice: undefined,
+    expected: 'Dynamic Pricing · standard',
+  },
+  {
+    tier: 'long_context',
+    billingUnit: 'token' as const,
+    fixedPrice: undefined,
+    expected: 'Dynamic Pricing · long_context',
+  },
+  {
+    tier: 'free_small_output',
+    billingUnit: 'request' as const,
+    fixedPrice: 0,
+    expected: 'free_small_output · Per-call $0/request',
+  },
+])(
+  'nested expression preserves the recorded $tier settlement in the list',
+  ({ tier, billingUnit, fixedPrice, expected }) => {
+    const expression = `len <= 272000
+      ? (c > 5
+        ? tier("standard", p * 2 + c * 10 + cr * 0.1 + cc * 2.5)
+        : tier("free_small_output", fixed(0)))
+      : (c > 5
+        ? tier("long_context", p * 5 + c * 22.5 + cr * 0.5)
+        : tier("free_small_output", fixed(0)))`
+    const preview = renderPreview({
+      billing_mode: 'tiered_expr',
+      billing_unit: billingUnit,
+      fixed_price: fixedPrice,
+      matched_tier: tier,
+      expr_b64: btoa(expression),
+    })
+    expect(preview.textContent).toBe(expected)
+  }
+)
+
+test.each([
+  { name: 'missing expression', expr: undefined },
+  { name: 'invalid encoded expression', expr: '%' },
+  {
+    name: 'tier absent from the parsed expression',
+    expr: btoa('tier("different", p * 99 + c * 99)'),
+  },
+])(
+  'token pricing with $name preserves the saved tier without guessing prices',
+  ({ expr }) => {
+    const preview = renderPreview({
+      billing_mode: 'tiered_expr',
+      matched_tier: 'recorded',
+      expr_b64: expr,
+    })
+    expect(preview.textContent).toBe('Dynamic Pricing · recorded')
+  }
+)
+
+test.each([false, true])(
+  'dynamic pricing without a saved tier uses a localized neutral fallback for task=%s',
+  async (isTask) => {
+    i18n.addResourceBundle('zh', 'translation', zh.translation)
+    const preview = renderPreview({
+      is_task: isTask,
+      billing_mode: 'tiered_expr',
+      expr_b64: btoa(
+        isTask
+          ? 'tier("base", u("clips") * 0.25)'
+          : 'tier("base", p * 2 + c * 10)'
+      ),
+    })
+    expect(preview.textContent).toBe(
+      'Dynamic Pricing · Special billing expression'
+    )
+    await act(() => i18n.changeLanguage('zh'))
+    expect(
+      screen.getByRole('button', { name: '动态计费 · 特殊计费表达式' })
+    ).toBeVisible()
+  }
+)
+
+test('top-up content_parts render in the viewer language', async () => {
+  i18n.addResourceBundle('zh', 'translation', {
+    'Online top-up succeeded, amount added: {{quota}}, payment amount: {{amount}}':
+      '在线充值成功，充值额度：{{quota}}，支付金额：{{amount}}',
+  })
+  await i18n.changeLanguage('zh')
+  const preview = renderPreview(
+    {
+      content_parts: [
+        {
+          key: 'Online top-up succeeded, amount added: {{quota}}, payment amount: {{amount}}',
+          params: { quota: '$10.000000', amount: '10.00' },
+        },
+      ],
+    },
+    false,
+    1
+  )
+  expect(preview.textContent).toBe(
+    '在线充值成功，充值额度：$10.000000，支付金额：10.00'
+  )
+})
+
 test('quota saturation remains first and only billing adds to the counter', () => {
   const preview = renderPreview({
     model_price: 0.25,
@@ -338,7 +473,7 @@ test('task log prices select the executing provider’s schema', () => {
 })
 
 test.each(['missing schema', 'unsupported expression', 'unknown tier'])(
-  'task pricing with %s shows an explicit unavailable summary',
+  'task pricing with %s preserves the saved tier without guessing prices',
   (scenario) => {
     if (scenario !== 'missing schema') {
       client.setQueryData(['pricing'], {
@@ -361,6 +496,8 @@ test.each(['missing schema', 'unsupported expression', 'unknown tier'])(
       expr_b64: Buffer.from(expression).toString('base64'),
       matched_tier: scenario === 'unknown tier' ? 'old' : 'music',
     })
-    expect(preview.textContent).toBe('Dynamic Pricing · No matching results')
+    expect(preview.textContent).toBe(
+      `Dynamic Pricing · ${scenario === 'unknown tier' ? 'old' : 'music'}`
+    )
   }
 )
diff --git a/web/src/features/usage-logs/components/__tests__/export-dialog.test.tsx b/web/src/features/usage-logs/components/__tests__/export-dialog.test.tsx
new file mode 100644
index 0000000..9ff6653
--- /dev/null
+++ b/web/src/features/usage-logs/components/__tests__/export-dialog.test.tsx
@@ -0,0 +1,277 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { QueryClient, QueryClientProvider } from '@tanstack/react-query'
+import {
+  createMemoryHistory,
+  createRootRoute,
+  createRoute,
+  createRouter,
+  RouterProvider,
+} from '@tanstack/react-router'
+import {
+  cleanup,
+  render,
+  screen,
+  waitFor,
+  within,
+} from '@testing-library/react'
+import userEvent from '@testing-library/user-event'
+import { toast } from 'sonner'
+import { afterEach, beforeEach, expect, it, vi } from 'vitest'
+
+import { ROLE } from '@/lib/roles'
+import { STATUS_QUERY_KEY } from '@/lib/status-query'
+import { useAuthStore } from '@/stores/auth-store'
+
+import { ExportLogsDialog } from '../dialogs/export-logs-dialog'
+import { UsageLogsProvider } from '../usage-logs-provider'
+
+const DAY_MS = 24 * 60 * 60 * 1000
+const createObjectURL = vi.fn((_blob: Blob) => 'blob:logs')
+
+beforeEach(() => {
+  Object.defineProperty(URL, 'createObjectURL', {
+    configurable: true,
+    value: createObjectURL,
+  })
+  Object.defineProperty(URL, 'revokeObjectURL', {
+    configurable: true,
+    value: vi.fn(),
+  })
+  vi.spyOn(HTMLAnchorElement.prototype, 'click').mockImplementation(() => {})
+})
+
+afterEach(() => {
+  cleanup()
+  Reflect.deleteProperty(URL, 'createObjectURL')
+  Reflect.deleteProperty(URL, 'revokeObjectURL')
+  useAuthStore.getState().auth.reset()
+})
+
+function renderExport(options: {
+  role: number
+  status?: Record<string, unknown>
+  search: Record<string, string | number>
+}) {
+  useAuthStore.setState((state) => ({
+    auth: {
+      ...state.auth,
+      user: { id: 7, username: 'alice', role: options.role },
+      accessToken: 'test-token',
+      accessExpiresAt: Math.floor(Date.now() / 1000) + 3600,
+    },
+  }))
+  const queryClient = new QueryClient({
+    defaultOptions: { queries: { retry: false, staleTime: Infinity } },
+  })
+  queryClient.setQueryData(STATUS_QUERY_KEY, options.status ?? {})
+  const root = createRootRoute()
+  const auth = createRoute({ getParentRoute: () => root, id: '_authenticated' })
+  const logs = createRoute({
+    getParentRoute: () => auth,
+    path: '/usage-logs/$section',
+    component: () => (
+      <UsageLogsProvider>
+        <h1>Common Logs</h1>
+        <ExportLogsDialog />
+      </UsageLogsProvider>
+    ),
+    validateSearch: (search: Record<string, unknown>) => search,
+  })
+  const query = new URLSearchParams(
+    Object.entries(options.search).map(([key, value]) => [key, String(value)])
+  )
+  const router = createRouter({
+    routeTree: root.addChildren([auth.addChildren([logs])]),
+    history: createMemoryHistory({
+      initialEntries: [`/usage-logs/common?${query}`],
+    }),
+  })
+  render(
+    <QueryClientProvider client={queryClient}>
+      <RouterProvider router={router} />
+    </QueryClientProvider>
+  )
+  return router
+}
+
+function mockExportResponse(lines: unknown[]) {
+  return vi
+    .spyOn(globalThis, 'fetch')
+    .mockResolvedValue(
+      new Response(lines.map((line) => JSON.stringify(line)).join('\n'))
+    )
+}
+
+const recentRange = () => ({
+  startTime: Date.now() - DAY_MS,
+  endTime: Date.now(),
+})
+
+it('hides Export from users when the administrator turned user export off', async () => {
+  renderExport({
+    role: ROLE.USER,
+    status: { log_export_enabled: false },
+    search: recentRange(),
+  })
+
+  await screen.findByRole('heading', { name: 'Common Logs' })
+  expect(screen.queryByRole('button', { name: 'Export' })).toBeNull()
+})
+
+it('keeps Export for administrators when user export is off', async () => {
+  renderExport({
+    role: ROLE.ADMIN,
+    status: { log_export_enabled: false },
+    search: recentRange(),
+  })
+
+  expect(await screen.findByRole('button', { name: 'Export' })).toBeVisible()
+})
+
+it('blocks a range longer than the configured limit before any request', async () => {
+  const fetchSpy = vi.spyOn(globalThis, 'fetch')
+  const user = userEvent.setup()
+  renderExport({
+    role: ROLE.USER,
+    status: { log_max_range_days: 7 },
+    search: { startTime: Date.now() - 10 * DAY_MS, endTime: Date.now() },
+  })
+
+  await user.click(await screen.findByRole('button', { name: 'Export' }))
+
+  expect(await screen.findByRole('alert')).toHaveTextContent(
+    'The time range cannot exceed 7 days'
+  )
+  expect(
+    within(screen.getByRole('dialog')).getByRole('button', { name: 'Export' })
+  ).toBeDisabled()
+  expect(fetchSpy).not.toHaveBeenCalled()
+})
+
+it('downloads the streamed logs of the current filters as CSV', async () => {
+  const fetchSpy = mockExportResponse([
+    {
+      id: 1,
+      created_at: 1760000000,
+      type: 2,
+      content: '',
+      token_name: 'prod',
+      model_name: 'gpt-4o',
+      quota: 0,
+      other: '',
+      request_id: 'req-2',
+    },
+    {
+      id: 2,
+      created_at: 1759990000,
+      type: 2,
+      content: '',
+      token_name: 'prod',
+      model_name: 'gpt-4o',
+      quota: 0,
+      other: '',
+      request_id: 'req-1',
+    },
+    { success: true, message: '', data: { count: 2 } },
+  ])
+  const success = vi.spyOn(toast, 'success')
+  const user = userEvent.setup()
+  const range = recentRange()
+  renderExport({ role: ROLE.USER, search: { ...range, model: 'gpt-4o' } })
+
+  await user.click(await screen.findByRole('button', { name: 'Export' }))
+  await user.click(
+    within(screen.getByRole('dialog')).getByRole('button', { name: 'Export' })
+  )
+
+  await waitFor(() => expect(createObjectURL).toHaveBeenCalledTimes(1))
+  const [url] = fetchSpy.mock.calls[0]
+  const params = new URL(String(url), 'http://localhost').searchParams
+  expect(String(url)).toMatch(/^\/api\/log\/self\/export\?/)
+  expect(params.get('model_name')).toBe('gpt-4o')
+  expect(params.get('start_timestamp')).toBe(
+    String(Math.floor(range.startTime / 1000))
+  )
+  expect(params.has('p')).toBe(false)
+  const file = createObjectURL.mock.calls[0][0]
+  const bytes = new Uint8Array(await file.arrayBuffer())
+  expect(bytes.subarray(0, 3)).toEqual(new Uint8Array([0xef, 0xbb, 0xbf]))
+  const rows = (await file.text()).trimEnd().split('\r\n')
+  expect(rows).toHaveLength(3)
+  expect(rows[1]).toContain('"req-2"')
+  expect(rows[2]).toContain('"req-1"')
+  expect(success).toHaveBeenCalledWith('Exported 2 logs')
+  await waitFor(() => expect(screen.queryByRole('dialog')).toBeNull())
+})
+
+it('reports a server refusal and keeps the dialog open without a download', async () => {
+  mockExportResponse([
+    {
+      success: false,
+      message: 'Another log export is running. Try again after it finishes.',
+      message_key:
+        'Another log export is running. Try again after it finishes.',
+    },
+  ])
+  const error = vi.spyOn(toast, 'error')
+  const user = userEvent.setup()
+  renderExport({ role: ROLE.ADMIN, search: recentRange() })
+
+  await user.click(await screen.findByRole('button', { name: 'Export' }))
+  await user.click(
+    within(screen.getByRole('dialog')).getByRole('button', { name: 'Export' })
+  )
+
+  await waitFor(() =>
+    expect(error).toHaveBeenCalledWith(
+      'Another log export is running. Try again after it finishes.'
+    )
+  )
+  expect(createObjectURL).not.toHaveBeenCalled()
+  expect(screen.getByRole('dialog')).toBeVisible()
+})
+
+it('treats a stream that ends without the success line as a failed export', async () => {
+  mockExportResponse([
+    {
+      id: 1,
+      created_at: 1760000000,
+      type: 2,
+      content: '',
+      token_name: 'prod',
+      model_name: 'gpt-4o',
+      quota: 0,
+      other: '',
+    },
+  ])
+  const error = vi.spyOn(toast, 'error')
+  const user = userEvent.setup()
+  renderExport({ role: ROLE.ADMIN, search: recentRange() })
+
+  await user.click(await screen.findByRole('button', { name: 'Export' }))
+  await user.click(
+    within(screen.getByRole('dialog')).getByRole('button', { name: 'Export' })
+  )
+
+  await waitFor(() =>
+    expect(error).toHaveBeenCalledWith('Failed to export logs')
+  )
+  expect(createObjectURL).not.toHaveBeenCalled()
+})
diff --git a/web/src/features/usage-logs/components/__tests__/mobile-card.test.tsx b/web/src/features/usage-logs/components/__tests__/mobile-card.test.tsx
index 3fedde5..1e6cb0c 100644
--- a/web/src/features/usage-logs/components/__tests__/mobile-card.test.tsx
+++ b/web/src/features/usage-logs/components/__tests__/mobile-card.test.tsx
@@ -108,7 +108,6 @@ it('shows model mismatch evidence when tapping the mobile model badge', async ()
             requested_model: longName,
             upstream_model: 'mapped-model',
             returned_model: 'unexpected-model',
-            mismatch: true,
           },
         }),
       },
@@ -166,7 +165,6 @@ it.each([false, true])(
                   requested_model: longName,
                   upstream_model: longName,
                   returned_model: longName,
-                  mismatch: false,
                 },
               })
             : log.other,
@@ -174,10 +172,17 @@ it.each([false, true])(
       ],
     })
     const button = screen.getByRole('button', { name: `Model: ${longName}` })
-    expect(within(button).getByText(longName)).toHaveClass(
+    const modelText = within(button).getByText(longName)
+    expect(modelText).toHaveClass(
       'line-clamp-2',
+      'leading-5',
       '[overflow-wrap:anywhere]'
     )
+    expect(modelText.closest('[data-slot="status-badge"]')).toHaveClass(
+      'max-w-full',
+      'min-h-6',
+      'py-px'
+    )
     button.focus()
     await user.keyboard('{Enter}')
     expect(copy).toHaveBeenCalledWith(longName)
@@ -283,6 +288,21 @@ it('omits unused token and throughput placeholders for async jobs', () => {
   expect(within(timing as HTMLElement).queryByText('—')).not.toBeInTheDocument()
 })
 
+it('labels a task whose result was returned in the response as synchronous', () => {
+  renderLogs({
+    logs: [
+      {
+        ...log,
+        prompt_tokens: 0,
+        completion_tokens: 0,
+        other: JSON.stringify({ is_task: true, task_sync: true }),
+      },
+    ],
+  })
+  expect(screen.getByText('Sync')).toBeVisible()
+  expect(screen.queryByText('Async')).not.toBeInTheDocument()
+})
+
 it('shows mapped model names in full when inspecting a mobile model badge', async () => {
   const user = userEvent.setup()
   renderLogs({
diff --git a/web/src/features/usage-logs/components/__tests__/mobile-filter.test.tsx b/web/src/features/usage-logs/components/__tests__/mobile-filter.test.tsx
index ae67a43..8fd9386 100644
--- a/web/src/features/usage-logs/components/__tests__/mobile-filter.test.tsx
+++ b/web/src/features/usage-logs/components/__tests__/mobile-filter.test.tsx
@@ -173,14 +173,14 @@ it('applies mobile drawer filters only when Search is pressed', async () => {
 it('keeps all quick actions visible without opening a menu', async () => {
   await renderMobileFilter()
   const user = userEvent.setup()
-  for (const name of ['Hide', 'Filter', 'Search', 'View']) {
+  for (const name of ['Hide', 'Filter', 'Search', 'Export', 'View']) {
     expect(screen.getByRole('button', { name })).toBeVisible()
   }
   expect(screen.queryByRole('button', { name: 'More' })).not.toBeInTheDocument()
   await user.click(screen.getByRole('button', { name: 'Hide' }))
   expect(screen.getByRole('button', { name: 'Show' })).toBeVisible()
   screen.getByRole('button', { name: 'Show' }).focus()
-  for (const name of ['Filter', 'Search', 'View']) {
+  for (const name of ['Filter', 'Search', 'Export', 'View']) {
     await user.tab()
     expect(screen.getByRole('button', { name })).toHaveFocus()
   }
@@ -227,6 +227,31 @@ it('keeps Search visible while loading and prevents repeated searches', async ()
   expect(onSearch).toHaveBeenCalledTimes(1)
 })
 
+it('places the end action between Search and View on desktop', () => {
+  function DesktopFixture() {
+    const table = useReactTable({
+      data: [],
+      columns: [],
+      getCoreRowModel: getCoreRowModel(),
+    })
+    return (
+      <LogsFilterToolbar
+        table={table}
+        primaryFilters={null}
+        actionEnd={<button type='button'>Export</button>}
+        hasActiveFilters={false}
+        onReset={() => {}}
+        onSearch={() => {}}
+      />
+    )
+  }
+  render(<DesktopFixture />)
+  const names = screen
+    .getAllByRole('button')
+    .map((button) => button.textContent)
+  expect(names.slice(-4)).toEqual(['Reset', 'Search', 'Export', 'View'])
+})
+
 it('collapses only date and statistics while keeping the right-hand quick actions visible', async () => {
   await renderMobileFilter()
   const user = userEvent.setup()
@@ -243,7 +268,7 @@ it('collapses only date and statistics while keeping the right-hand quick action
   expect(screen.queryByRole('button', { name: date })).not.toBeInTheDocument()
   expect(screen.queryByText('Usage')).not.toBeInTheDocument()
   const actions = screen.getByRole('group', { name: 'Actions' })
-  for (const name of ['Hide', 'Filter', 'Search', 'View']) {
+  for (const name of ['Hide', 'Filter', 'Search', 'Export', 'View']) {
     expect(within(actions).getByRole('button', { name })).toBeVisible()
   }
   expect(
@@ -287,3 +312,36 @@ it.each([
     })
   }
 )
+
+it('keeps the seconds of the current range when it is confirmed again', async () => {
+  const user = userEvent.setup()
+  const onChange = vi.fn()
+  render(
+    <CompactDateTimeRangePicker
+      start={new Date(2026, 8, 7, 9, 30, 15)}
+      end={new Date(2026, 8, 8, 17, 45, 59)}
+      onChange={onChange}
+    />
+  )
+  await user.click(screen.getByRole('button', { name: /^2026/ }))
+  await user.click(screen.getByRole('button', { name: 'Confirm' }))
+  expect(onChange).toHaveBeenCalledWith({
+    start: new Date(2026, 8, 7, 9, 30, 15),
+    end: new Date(2026, 8, 8, 17, 45, 59),
+  })
+})
+
+it('shows the seconds of the selected range on the trigger', () => {
+  render(
+    <CompactDateTimeRangePicker
+      start={new Date(2026, 8, 7, 9, 30, 15)}
+      end={new Date(2026, 8, 8, 17, 45, 59)}
+      onChange={() => undefined}
+    />
+  )
+  expect(
+    screen.getByRole('button', {
+      name: '2026-09-07 09:30:15 ~ 2026-09-08 17:45:59',
+    })
+  ).toBeVisible()
+})
diff --git a/web/src/features/usage-logs/components/__tests__/model-badge.test.tsx b/web/src/features/usage-logs/components/__tests__/model-badge.test.tsx
index a6b5b02..1e930bb 100644
--- a/web/src/features/usage-logs/components/__tests__/model-badge.test.tsx
+++ b/web/src/features/usage-logs/components/__tests__/model-badge.test.tsx
@@ -16,7 +16,7 @@ along with this program. If not, see <https://www.gnu.org/licenses/>.
 
 For commercial licensing, please contact support@quantumnous.com
 */
-import { render, screen } from '@testing-library/react'
+import { render, screen, waitFor } from '@testing-library/react'
 import userEvent from '@testing-library/user-event'
 import { expect, it, vi } from 'vitest'
 
@@ -200,6 +200,9 @@ const providers = [
       'llama2',
       'llama3',
       'meta-custom',
+      'meta/muse-spark-1.3-contributor',
+      'muse-spark-1.3',
+      'meta/muse-spark-1.2',
     ],
   },
   {
@@ -258,13 +261,13 @@ it.each(
   )
 )(
   'groups $model under $category and displays its provider icon',
-  ({ model, category, label }) => {
+  async ({ model, category, label }) => {
     expect(getModelCategory(model)).toBe(category)
     render(<ModelBadge modelName={model} />)
     expect(screen.getByText(model.trim())).toBeVisible()
     const icon = screen.getByLabelText(label)
     expect(icon).toBeVisible()
-    expect(icon.querySelector('svg, img')).not.toBeNull()
+    await waitFor(() => expect(icon.querySelector('svg, img')).not.toBeNull())
   }
 )
 
@@ -325,7 +328,6 @@ it('opens the mismatch evidence with the keyboard and shows all three models', a
         requested_model: 'requested-model',
         upstream_model: 'mapped-model',
         returned_model: returned,
-        mismatch: true,
       }}
     />
   )
@@ -355,7 +357,6 @@ it('shows a rejected provider model to the log owner', () => {
         requested_model: 'gpt-6-astra',
         upstream_model: 'gpt-6-astra',
         returned_model: 'gpt-5.6-luna',
-        mismatch: true,
       }}
       guardResult='model_mismatch'
     />
@@ -372,7 +373,6 @@ it('does not claim a matching upstream model declaration verifies identity', ()
         requested_model: 'gpt-6-astra',
         upstream_model: 'gpt-6-astra',
         returned_model: 'gpt-6-astra',
-        mismatch: false,
       }}
     />
   )
@@ -408,7 +408,6 @@ it.each([false, true])(
                 requested_model: 'requested-model',
                 upstream_model: 'requested-model',
                 returned_model: 'requested-model',
-                mismatch: false,
               }
             : undefined
         }
@@ -431,7 +430,6 @@ it('keeps mapped model details available when the response matches the upstream
         requested_model: 'requested-model',
         upstream_model: 'mapped-model',
         returned_model: 'mapped-model',
-        mismatch: false,
       }}
     />
   )
@@ -447,6 +445,8 @@ it.each([
   'REQUESTED-MODEL',
   'mapped-model-2026-09-17',
   'MAPPED-MODEL',
+  'deepseek/requested-model',
+  'accounts/vendor/models/MAPPED-MODEL',
 ])(
   'keeps the compatible response %s in the popover without a list annotation',
   async (returned) => {
@@ -458,7 +458,6 @@ it.each([
           requested_model: 'requested-model',
           upstream_model: 'mapped-model',
           returned_model: returned,
-          mismatch: false,
         }}
       />
     )
diff --git a/web/src/features/usage-logs/components/__tests__/task-artifacts-cell.test.tsx b/web/src/features/usage-logs/components/__tests__/task-artifacts-cell.test.tsx
new file mode 100644
index 0000000..1f0b653
--- /dev/null
+++ b/web/src/features/usage-logs/components/__tests__/task-artifacts-cell.test.tsx
@@ -0,0 +1,86 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { QueryClient, QueryClientProvider } from '@tanstack/react-query'
+import { render, screen } from '@testing-library/react'
+import { describe, expect, test } from 'vitest'
+
+import type { TaskLog } from '../../types'
+import { TaskArtifactsCell } from '../task-artifacts'
+
+function taskLog(overrides: Partial<TaskLog> = {}): TaskLog {
+  return {
+    id: 1,
+    user_id: 7,
+    platform: 'alibaba',
+    task_id: 'task-public',
+    action: 'text_to_image',
+    channel_id: 357,
+    group: 'default',
+    quota: 25000,
+    submit_time: 1,
+    status: 'SUCCESS',
+    admin_info: {
+      task_plugin: {
+        key: 'alibaba',
+        name: 'Alibaba Bailian',
+        version: '1.4.0',
+      },
+    },
+    ...overrides,
+  }
+}
+
+function renderCell(log: TaskLog) {
+  const queryClient = new QueryClient({
+    defaultOptions: { queries: { retry: false } },
+  })
+  return render(
+    <QueryClientProvider client={queryClient}>
+      <TaskArtifactsCell log={log} />
+    </QueryClientProvider>
+  )
+}
+
+describe('task artifacts cell', () => {
+  test('given a synchronous result the gateway did not retain, a hint replaces the artifacts button', () => {
+    renderCell(taskLog({ result_discarded: true }))
+
+    expect(screen.getByText('Result not retained')).toBeVisible()
+    expect(
+      screen.queryByRole('button', { name: /Artifacts/ })
+    ).not.toBeInTheDocument()
+  })
+
+  test('given a retained successful plugin task, the artifacts button is offered', () => {
+    renderCell(taskLog())
+
+    expect(screen.getByRole('button', { name: /Artifacts/ })).toBeVisible()
+    expect(screen.queryByText('Result not retained')).not.toBeInTheDocument()
+  })
+
+  test('given an unfinished task, neither the button nor the hint is shown', () => {
+    renderCell(taskLog({ status: 'IN_PROGRESS', result_discarded: true }))
+
+    expect(screen.getByText('-')).toBeVisible()
+    expect(screen.queryByText('Result not retained')).not.toBeInTheDocument()
+    expect(
+      screen.queryByRole('button', { name: /Artifacts/ })
+    ).not.toBeInTheDocument()
+  })
+})
diff --git a/web/src/features/usage-logs/components/__tests__/usage-facts.test.tsx b/web/src/features/usage-logs/components/__tests__/usage-facts.test.tsx
index a526741..88ce5a9 100644
--- a/web/src/features/usage-logs/components/__tests__/usage-facts.test.tsx
+++ b/web/src/features/usage-logs/components/__tests__/usage-facts.test.tsx
@@ -100,7 +100,6 @@ test('shows the recorded request and response models in log details', () => {
       requested_model: 'requested-model',
       upstream_model: 'mapped-model',
       returned_model: 'unexpected-model',
-      mismatch: true,
     },
   })
   expect(screen.getByText('Response model: unexpected-model')).toBeVisible()
diff --git a/web/src/features/usage-logs/components/columns/column-helpers.tsx b/web/src/features/usage-logs/components/columns/column-helpers.tsx
index 4ed3474..8d7a344 100644
--- a/web/src/features/usage-logs/components/columns/column-helpers.tsx
+++ b/web/src/features/usage-logs/components/columns/column-helpers.tsx
@@ -20,6 +20,7 @@ import type { ColumnDef } from '@tanstack/react-table'
 import { Zap } from 'lucide-react'
 /* eslint-disable react-refresh/only-export-components */
 import { useState } from 'react'
+import { useTranslation } from 'react-i18next'
 
 import { DataTableColumnHeader } from '@/components/data-table'
 import { StatusBadge } from '@/components/status-badge'
@@ -30,6 +31,7 @@ import {
   TooltipTrigger,
 } from '@/components/ui/tooltip'
 import { formatTimestampToDate, formatTokens } from '@/lib/format'
+import { translateServerText } from '@/lib/server-error-message'
 import { cn } from '@/lib/utils'
 
 import { formatDuration } from '../../lib/format'
@@ -210,7 +212,11 @@ export function createFailReasonColumn<T>(config: {
       <DataTableColumnHeader column={column} title={headerLabel} />
     ),
     cell: function FailReasonCell({ row }) {
-      const failReason = row.getValue(accessorKey) as string
+      const { t } = useTranslation()
+      const failReason = translateServerText(
+        t,
+        row.getValue(accessorKey) as string
+      )
       const [dialogOpen, setDialogOpen] = useState(false)
 
       if (!failReason) {
diff --git a/web/src/features/usage-logs/components/columns/common-logs-columns.tsx b/web/src/features/usage-logs/components/columns/common-logs-columns.tsx
index 4fdda68..5223d1c 100644
--- a/web/src/features/usage-logs/components/columns/common-logs-columns.tsx
+++ b/web/src/features/usage-logs/components/columns/common-logs-columns.tsx
@@ -18,7 +18,7 @@ For commercial licensing, please contact support@quantumnous.com
 */
 import type { ColumnDef } from '@tanstack/react-table'
 import { GitBranch, Sparkles, KeyRound } from 'lucide-react'
-import { useState } from 'react'
+import { useMemo, useState } from 'react'
 import { useTranslation } from 'react-i18next'
 
 import { GroupBadge } from '@/components/group-badge'
@@ -51,6 +51,7 @@ import { getUserAvatarFallback, getUserAvatarStyle } from '@/lib/avatar'
 import { formatBillingCurrencyFromUSD } from '@/lib/currency'
 import { formatLogQuota, formatTimestampToDate } from '@/lib/format'
 import { cn } from '@/lib/utils'
+import { useSystemConfigStore } from '@/stores/system-config-store'
 
 import { LOG_TYPE_ALL_VALUE } from '../../constants'
 import type { UsageLog } from '../../data/schema'
@@ -62,6 +63,8 @@ import {
   parseLogOther,
   isViolationFeeLog,
   renderAuditContent,
+  renderLogContent,
+  logTokenName,
 } from '../../lib/format'
 import {
   isDisplayableLogType,
@@ -136,7 +139,7 @@ function buildTypeDetailSegments(
 ): DetailSegment[] {
   // Top-up, audit, and login logs can carry a localized operation descriptor.
   if (log.type === 1 || log.type === 3 || log.type === 7) {
-    const text = renderAuditContent(other, t)
+    const text = renderAuditContent(other, t) ?? renderLogContent(other, t)
     return text ? [{ text }] : []
   }
 
@@ -207,7 +210,7 @@ function buildTypeDetailSegments(
       })
     } else {
       segments.push({
-        text: `${t('Dynamic Pricing')} · ${t('No matching results')}`,
+        text: `${t('Dynamic Pricing')} · ${other.matched_tier || t('Special billing expression')}`,
         muted: true,
       })
     }
@@ -263,7 +266,7 @@ function buildTypeDetailSegments(
       }
     } else {
       segments.push({
-        text: `${t('Dynamic Pricing')} · ${t('No matching results')}`,
+        text: `${t('Dynamic Pricing')} · ${other.matched_tier || t('Special billing expression')}`,
         muted: true,
       })
     }
@@ -340,9 +343,11 @@ function buildTypeDetailSegments(
 export function useCommonLogsColumns(
   isAdmin: boolean,
   isRoot: boolean,
-  showWalletSource = false
+  showBillingSource = false
 ): ColumnDef<UsageLog>[] {
   const { t } = useTranslation()
+  const currency = useSystemConfigStore((state) => state.config.currency)
+  return useMemo(() => {
   const columns: ColumnDef<UsageLog>[] = [
     {
       accessorKey: 'created_at',
@@ -601,7 +606,7 @@ export function useCommonLogsColumns(
       const log = row.original
       if (!isDisplayableLogType(log.type)) return null
 
-      const tokenName = log.token_name
+      const tokenName = logTokenName(log, t)
       if (!tokenName) return null
 
       const other = parseLogOther(log.other)
@@ -618,7 +623,7 @@ export function useCommonLogsColumns(
                 <StatusBadge
                   label={displayName}
                   icon={KeyRound}
-                  copyText={sensitiveVisible ? tokenName : undefined}
+                  copyText={sensitiveVisible ? log.token_name : undefined}
                   size='sm'
                   showDot={false}
                   className='border-border/60 bg-muted/30 text-foreground h-6 max-w-full gap-1.5 overflow-hidden rounded-md border px-2 py-0.5 [font-family:var(--font-body)]'
@@ -698,6 +703,7 @@ export function useCommonLogsColumns(
           <StreamTpsCell
             isStream={log.is_stream}
             isTask={other?.is_task === true}
+            isSyncTask={other?.task_sync === true}
             tokensPerSecond={tokensPerSecond}
             streamStatus={other?.stream_status}
           />
@@ -707,7 +713,7 @@ export function useCommonLogsColumns(
     },
     {
       accessorKey: 'prompt_tokens',
-      header: 'Tokens',
+      header: t('Tokens', { context: 'usage' }),
       cell: ({ row }) => {
         const log = row.original
         if (!isDisplayableLogType(log.type)) return null
@@ -765,7 +771,7 @@ export function useCommonLogsColumns(
           <LogCostDisplay
             quota={quota}
             other={other}
-            showWalletSource={showWalletSource}
+            showBillingSource={showBillingSource}
           />
         )
       },
@@ -848,7 +854,7 @@ export function useCommonLogsColumns(
         } else if (log.content) {
           detailPreview = (
             <span className='text-muted-foreground truncate group-hover:underline'>
-              {log.content}
+              {renderLogContent(other, t) ?? log.content}
             </span>
           )
         }
@@ -879,4 +885,7 @@ export function useCommonLogsColumns(
   )
 
   return columns
+  // Log formatters read currency settings from the store.
+  // eslint-disable-next-line react-hooks/exhaustive-deps
+  }, [t, isAdmin, isRoot, showBillingSource, currency])
 }
diff --git a/web/src/features/usage-logs/components/columns/drawing-logs-columns.tsx b/web/src/features/usage-logs/components/columns/drawing-logs-columns.tsx
index 2b10851..8e9ba9a 100644
--- a/web/src/features/usage-logs/components/columns/drawing-logs-columns.tsx
+++ b/web/src/features/usage-logs/components/columns/drawing-logs-columns.tsx
@@ -35,7 +35,7 @@ import {
   ZoomIn,
   type LucideIcon,
 } from 'lucide-react'
-import { useState } from 'react'
+import { useMemo, useState } from 'react'
 import { useTranslation } from 'react-i18next'
 
 import { StatusBadge } from '@/components/status-badge'
@@ -85,100 +85,49 @@ export function useDrawingLogsColumns(
   isAdmin: boolean
 ): ColumnDef<MidjourneyLog>[] {
   const { t } = useTranslation()
-  const columns: ColumnDef<MidjourneyLog>[] = [
-    {
-      accessorKey: 'submit_time',
-      header: t('Submit Time'),
-      cell: ({ row }) => {
-        const log = row.original
-        const submitTime = row.getValue('submit_time') as number
+  return useMemo(() => {
+    const columns: ColumnDef<MidjourneyLog>[] = [
+      {
+        accessorKey: 'submit_time',
+        header: t('Submit Time'),
+        cell: ({ row }) => {
+          const log = row.original
+          const submitTime = row.getValue('submit_time') as number
 
-        return (
-          <div className='flex min-w-0 flex-col gap-0.5'>
-            <span className='truncate font-mono text-xs tabular-nums'>
-              {formatTimestampToDate(submitTime, 'milliseconds')}
-            </span>
-            <StatusBadge
-              label={t(mjStatusMapper.getLabel(log.status))}
-              variant={mjStatusMapper.getVariant(log.status)}
-              size='sm'
-              copyable={false}
-            />
-          </div>
-        )
+          return (
+            <div className='flex min-w-0 flex-col gap-0.5'>
+              <span className='truncate font-mono text-xs tabular-nums'>
+                {formatTimestampToDate(submitTime, 'milliseconds')}
+              </span>
+              <StatusBadge
+                label={t(mjStatusMapper.getLabel(log.status))}
+                variant={mjStatusMapper.getVariant(log.status)}
+                size='sm'
+                copyable={false}
+              />
+            </div>
+          )
+        },
+        size: 180,
       },
-      size: 180,
-    },
-  ]
+    ]
 
-  if (isAdmin) {
-    columns.push(
-      createChannelColumn<MidjourneyLog>({ headerLabel: t('Channel') })
-    )
-  }
-
-  columns.push({
-    accessorKey: 'action',
-    header: t('Type'),
-    cell: ({ row }) => {
-      const action = row.getValue('action') as string
-      return (
-        <StatusBadge
-          label={t(mjTaskTypeMapper.getLabel(action))}
-          variant={mjTaskTypeMapper.getVariant(action)}
-          icon={getDrawingTypeIcon(action)}
-          size='sm'
-          copyable={false}
-          className='-ml-1.5'
-        />
+    if (isAdmin) {
+      columns.push(
+        createChannelColumn<MidjourneyLog>({ headerLabel: t('Channel') })
       )
-    },
-  })
+    }
 
-  columns.push({
-    accessorKey: 'mj_id',
-    header: t('Task ID'),
-    cell: ({ row }) => {
-      const mjId = row.getValue('mj_id') as string
-
-      if (!mjId) {
-        return <span className='text-muted-foreground/60 text-xs'>-</span>
-      }
-
-      return (
-        <div className='flex max-w-[160px] flex-col gap-0.5'>
-          <StatusBadge
-            label={mjId}
-            copyText={mjId}
-            variant='neutral'
-            size='sm'
-            className='border-border/60 bg-muted/30 !text-foreground max-w-full truncate rounded-md border px-1.5 py-0.5 font-mono'
-          />
-        </div>
-      )
-    },
-    meta: { mobileTitle: true },
-  })
-
-  columns.push(
-    createDurationColumn<MidjourneyLog>({
-      submitTimeKey: 'submit_time',
-      finishTimeKey: 'finish_time',
-      headerLabel: t('Duration'),
-    })
-  )
-
-  if (isAdmin) {
     columns.push({
-      accessorKey: 'code',
-      header: t('Submit Result'),
+      accessorKey: 'action',
+      header: t('Type'),
       cell: ({ row }) => {
-        const code = row.getValue('code') as number
-
+        const action = row.getValue('action') as string
         return (
           <StatusBadge
-            label={t(mjSubmitResultMapper.getLabel(String(code)))}
-            variant={mjSubmitResultMapper.getVariant(String(code))}
+            label={t(mjTaskTypeMapper.getLabel(action))}
+            variant={mjTaskTypeMapper.getVariant(action)}
+            icon={getDrawingTypeIcon(action)}
             size='sm'
             copyable={false}
             className='-ml-1.5'
@@ -186,85 +135,138 @@ export function useDrawingLogsColumns(
         )
       },
     })
-  }
 
-  columns.push(
-    createProgressColumn<MidjourneyLog>({ headerLabel: t('Progress') }),
-    {
-      accessorKey: 'image_url',
-      header: t('Image'),
-      cell: function ImageCell({ row }) {
-        const log = row.original
-        const imageUrl = row.getValue('image_url') as string
-        const [dialogOpen, setDialogOpen] = useState(false)
+    columns.push({
+      accessorKey: 'mj_id',
+      header: t('Task ID'),
+      cell: ({ row }) => {
+        const mjId = row.getValue('mj_id') as string
 
-        if (!imageUrl) {
+        if (!mjId) {
           return <span className='text-muted-foreground/60 text-xs'>-</span>
         }
 
         return (
-          <>
-            <button
-              type='button'
-              className='group text-left text-xs'
-              onClick={() => setDialogOpen(true)}
-              title={t('Click to view image')}
-            >
-              <span className='text-foreground truncate leading-snug group-hover:underline'>
-                {t('View')}
-              </span>
-            </button>
-            <ImageDialog
-              imageUrl={imageUrl}
-              taskId={log.mj_id}
-              open={dialogOpen}
-              onOpenChange={setDialogOpen}
+          <div className='flex max-w-[160px] flex-col gap-0.5'>
+            <StatusBadge
+              label={mjId}
+              copyText={mjId}
+              variant='neutral'
+              size='sm'
+              className='border-border/60 bg-muted/30 !text-foreground max-w-full truncate rounded-md border px-1.5 py-0.5 font-mono'
             />
-          </>
+          </div>
         )
       },
-    },
-    {
-      accessorKey: 'prompt',
-      header: t('Prompt'),
-      cell: function PromptCell({ row }) {
-        const log = row.original
-        const prompt = row.getValue('prompt') as string
-        const [dialogOpen, setDialogOpen] = useState(false)
-
-        if (!prompt) {
-          return <span className='text-muted-foreground/60 text-xs'>-</span>
-        }
-
-        return (
-          <>
-            <button
-              type='button'
-              className='group flex max-w-[220px] items-center text-left text-xs'
-              onClick={() => setDialogOpen(true)}
-              title={t('Click to view full prompt')}
-            >
-              <span className='text-muted-foreground truncate leading-snug group-hover:underline'>
-                {prompt}
-              </span>
-            </button>
-            <PromptDialog
-              prompt={prompt}
-              promptEn={log.prompt_en}
-              open={dialogOpen}
-              onOpenChange={setDialogOpen}
-            />
-          </>
-        )
-      },
-      size: 200,
-      maxSize: 220,
-    },
-    createFailReasonColumn<MidjourneyLog>({
-      headerLabel: t('Fail Reason'),
-      cellTitle: t('Click to view full error message'),
+      meta: { mobileTitle: true },
     })
-  )
 
-  return columns
+    columns.push(
+      createDurationColumn<MidjourneyLog>({
+        submitTimeKey: 'submit_time',
+        finishTimeKey: 'finish_time',
+        headerLabel: t('Duration'),
+      })
+    )
+
+    if (isAdmin) {
+      columns.push({
+        accessorKey: 'code',
+        header: t('Submit Result'),
+        cell: ({ row }) => {
+          const code = row.getValue('code') as number
+
+          return (
+            <StatusBadge
+              label={t(mjSubmitResultMapper.getLabel(String(code)))}
+              variant={mjSubmitResultMapper.getVariant(String(code))}
+              size='sm'
+              copyable={false}
+              className='-ml-1.5'
+            />
+          )
+        },
+      })
+    }
+
+    columns.push(
+      createProgressColumn<MidjourneyLog>({ headerLabel: t('Progress') }),
+      {
+        accessorKey: 'image_url',
+        header: t('Image'),
+        cell: function ImageCell({ row }) {
+          const log = row.original
+          const imageUrl = row.getValue('image_url') as string
+          const [dialogOpen, setDialogOpen] = useState(false)
+
+          if (!imageUrl) {
+            return <span className='text-muted-foreground/60 text-xs'>-</span>
+          }
+
+          return (
+            <>
+              <button
+                type='button'
+                className='group text-left text-xs'
+                onClick={() => setDialogOpen(true)}
+                title={t('Click to view image')}
+              >
+                <span className='text-foreground truncate leading-snug group-hover:underline'>
+                  {t('View')}
+                </span>
+              </button>
+              <ImageDialog
+                imageUrl={imageUrl}
+                taskId={log.mj_id}
+                open={dialogOpen}
+                onOpenChange={setDialogOpen}
+              />
+            </>
+          )
+        },
+      },
+      {
+        accessorKey: 'prompt',
+        header: t('Prompt'),
+        cell: function PromptCell({ row }) {
+          const log = row.original
+          const prompt = row.getValue('prompt') as string
+          const [dialogOpen, setDialogOpen] = useState(false)
+
+          if (!prompt) {
+            return <span className='text-muted-foreground/60 text-xs'>-</span>
+          }
+
+          return (
+            <>
+              <button
+                type='button'
+                className='group flex max-w-[220px] items-center text-left text-xs'
+                onClick={() => setDialogOpen(true)}
+                title={t('Click to view full prompt')}
+              >
+                <span className='text-muted-foreground truncate leading-snug group-hover:underline'>
+                  {prompt}
+                </span>
+              </button>
+              <PromptDialog
+                prompt={prompt}
+                promptEn={log.prompt_en}
+                open={dialogOpen}
+                onOpenChange={setDialogOpen}
+              />
+            </>
+          )
+        },
+        size: 200,
+        maxSize: 220,
+      },
+      createFailReasonColumn<MidjourneyLog>({
+        headerLabel: t('Fail Reason'),
+        cellTitle: t('Click to view full error message'),
+      })
+    )
+
+    return columns
+  }, [t, isAdmin])
 }
diff --git a/web/src/features/usage-logs/components/columns/task-logs-columns.tsx b/web/src/features/usage-logs/components/columns/task-logs-columns.tsx
index 440b1b4..ba5eb54 100644
--- a/web/src/features/usage-logs/components/columns/task-logs-columns.tsx
+++ b/web/src/features/usage-logs/components/columns/task-logs-columns.tsx
@@ -20,13 +20,14 @@ import { ViewIcon } from '@hugeicons/core-free-icons'
 import { HugeiconsIcon } from '@hugeicons/react'
 import type { ColumnDef } from '@tanstack/react-table'
 /* eslint-disable react-refresh/only-export-components */
-import { useState } from 'react'
+import { useMemo, useState } from 'react'
 import { useTranslation } from 'react-i18next'
 
 import { StatusBadge } from '@/components/status-badge'
 import { Avatar, AvatarFallback } from '@/components/ui/avatar'
 import { getUserAvatarFallback, getUserAvatarStyle } from '@/lib/avatar'
 import { formatTimestampToDate } from '@/lib/format'
+import { translateServerText } from '@/lib/server-error-message'
 import { cn } from '@/lib/utils'
 
 import { taskActionMapper, taskStatusMapper } from '../../lib/mappers'
@@ -67,7 +68,7 @@ function TaskDetailsCell(props: {
         </button>
         {props.log.fail_reason ? (
           <span className='max-w-full truncate text-xs text-red-600 dark:text-red-400'>
-            {props.log.fail_reason}
+            {translateServerText(t, props.log.fail_reason)}
           </span>
         ) : null}
       </div>
@@ -87,185 +88,194 @@ export function useTaskLogsColumns(
   isRoot: boolean
 ): ColumnDef<TaskLog>[] {
   const { t } = useTranslation()
-  const columns: ColumnDef<TaskLog>[] = [
-    {
-      accessorKey: 'submit_time',
-      header: t('Submit Time'),
-      cell: ({ row }) => {
-        const log = row.original
-        const submitTime = row.getValue('submit_time') as number
-
-        return (
-          <div className='flex min-w-0 flex-col gap-0.5'>
-            <span className='truncate font-mono text-xs tabular-nums'>
-              {formatTimestampToDate(submitTime, 'seconds')}
-            </span>
-            {log.finish_time ? (
-              <span className='text-muted-foreground/60 truncate font-mono text-[11px] tabular-nums'>
-                {formatTimestampToDate(log.finish_time, 'seconds')}
-              </span>
-            ) : (
-              <span className='text-muted-foreground/50 text-[11px]'>-</span>
-            )}
-          </div>
-        )
-      },
-      size: 180,
-    },
-  ]
-
-  if (isAdmin) {
-    columns.push(
-      createChannelColumn<TaskLog>({ headerLabel: t('Channel') }),
+  return useMemo(() => {
+    const columns: ColumnDef<TaskLog>[] = [
       {
-        id: 'user',
-        header: t('User'),
-        accessorFn: (row) => row.username || row.user_id,
-        cell: function UserCell({ row }) {
-          const { sensitiveVisible, setSelectedUserId, setUserInfoDialogOpen } =
-            useUsageLogsContext()
+        accessorKey: 'submit_time',
+        header: t('Submit Time'),
+        cell: ({ row }) => {
           const log = row.original
-          const displayName = log.username || String(log.user_id || '?')
+          const submitTime = row.getValue('submit_time') as number
 
           return (
-            <button
-              type='button'
-              className='flex items-center gap-1.5 text-left'
-              onClick={(e) => {
-                e.stopPropagation()
-                setSelectedUserId(log.user_id)
-                setUserInfoDialogOpen(true)
-              }}
-            >
-              <Avatar className='ring-border/60 size-6 ring-1 max-sm:hidden'>
-                <AvatarFallback
-                  className={cn(
-                    'text-[11px] font-semibold',
-                    !sensitiveVisible && 'bg-muted text-muted-foreground'
-                  )}
-                  style={
-                    sensitiveVisible
-                      ? getUserAvatarStyle(displayName)
-                      : undefined
-                  }
-                >
-                  {sensitiveVisible ? getUserAvatarFallback(displayName) : '•'}
-                </AvatarFallback>
-              </Avatar>
-              <span className='text-muted-foreground truncate text-sm hover:underline'>
-                {sensitiveVisible ? displayName : '••••'}
+            <div className='flex min-w-0 flex-col gap-0.5'>
+              <span className='truncate font-mono text-xs tabular-nums'>
+                {formatTimestampToDate(submitTime, 'seconds')}
               </span>
-            </button>
+              {log.finish_time ? (
+                <span className='text-muted-foreground/60 truncate font-mono text-[11px] tabular-nums'>
+                  {formatTimestampToDate(log.finish_time, 'seconds')}
+                </span>
+              ) : (
+                <span className='text-muted-foreground/50 text-[11px]'>-</span>
+              )}
+            </div>
           )
         },
+        size: 180,
       },
+    ]
+
+    if (isAdmin) {
+      columns.push(
+        createChannelColumn<TaskLog>({ headerLabel: t('Channel') }),
+        {
+          id: 'user',
+          header: t('User'),
+          accessorFn: (row) => row.username || row.user_id,
+          cell: function UserCell({ row }) {
+            const {
+              sensitiveVisible,
+              setSelectedUserId,
+              setUserInfoDialogOpen,
+            } = useUsageLogsContext()
+            const log = row.original
+            const displayName = log.username || String(log.user_id || '?')
+
+            return (
+              <button
+                type='button'
+                className='flex items-center gap-1.5 text-left'
+                onClick={(e) => {
+                  e.stopPropagation()
+                  setSelectedUserId(log.user_id)
+                  setUserInfoDialogOpen(true)
+                }}
+              >
+                <Avatar className='ring-border/60 size-6 ring-1 max-sm:hidden'>
+                  <AvatarFallback
+                    className={cn(
+                      'text-[11px] font-semibold',
+                      !sensitiveVisible && 'bg-muted text-muted-foreground'
+                    )}
+                    style={
+                      sensitiveVisible
+                        ? getUserAvatarStyle(displayName)
+                        : undefined
+                    }
+                  >
+                    {sensitiveVisible
+                      ? getUserAvatarFallback(displayName)
+                      : '•'}
+                  </AvatarFallback>
+                </Avatar>
+                <span className='text-muted-foreground truncate text-sm hover:underline'>
+                  {sensitiveVisible ? displayName : '••••'}
+                </span>
+              </button>
+            )
+          },
+        },
+        {
+          id: 'plugin',
+          header: t('Plugin'),
+          accessorFn: (row) => row.admin_info?.task_plugin?.key ?? '',
+          cell: ({ row }) => {
+            const plugin = row.original.admin_info?.task_plugin
+            if (!plugin) {
+              return <span className='text-muted-foreground/60 text-xs'>-</span>
+            }
+            return (
+              <div className='flex max-w-[170px] flex-col gap-0.5'>
+                <span className='truncate text-xs font-medium'>
+                  {plugin.name || plugin.key}
+                </span>
+                <span className='text-muted-foreground truncate font-mono text-[11px]'>
+                  {plugin.key}
+                  {plugin.version ? ` @ ${plugin.version}` : ''}
+                </span>
+                {plugin.author ? (
+                  <PluginAuthorLink
+                    author={plugin.author}
+                    showUrl
+                    className='text-muted-foreground text-[11px]'
+                  />
+                ) : null}
+              </div>
+            )
+          },
+        }
+      )
+    }
+
+    columns.push(
       {
-        id: 'plugin',
-        header: t('Plugin'),
-        accessorFn: (row) => row.admin_info?.task_plugin?.key ?? '',
+        accessorKey: 'task_id',
+        header: t('Task ID'),
         cell: ({ row }) => {
-          const plugin = row.original.admin_info?.task_plugin
-          if (!plugin) {
+          const log = row.original
+          const taskId = row.getValue('task_id') as string
+          if (!taskId) {
             return <span className='text-muted-foreground/60 text-xs'>-</span>
           }
           return (
             <div className='flex max-w-[170px] flex-col gap-0.5'>
-              <span className='truncate text-xs font-medium'>
-                {plugin.name || plugin.key}
+              <StatusBadge
+                label={taskId}
+                copyText={taskId}
+                variant='neutral'
+                size='sm'
+                className='border-border/60 bg-muted/30 !text-foreground max-w-full truncate rounded-md border px-1.5 py-0.5 font-mono'
+              />
+              <span className='text-muted-foreground/60 truncate text-[11px]'>
+                {t(log.platform)} · {t(taskActionMapper.getLabel(log.action))}
               </span>
-              <span className='text-muted-foreground truncate font-mono text-[11px]'>
-                {plugin.key}
-                {plugin.version ? ` @ ${plugin.version}` : ''}
-              </span>
-              {plugin.author ? (
-                <PluginAuthorLink
-                  author={plugin.author}
-                  showUrl
-                  className='text-muted-foreground text-[11px]'
-                />
-              ) : null}
             </div>
           )
         },
+        meta: { mobileTitle: true },
+      },
+      createDurationColumn<TaskLog>({
+        submitTimeKey: 'submit_time',
+        finishTimeKey: 'finish_time',
+        unit: 'seconds',
+        headerLabel: t('Duration'),
+        warningThresholdSec: 300,
+      }),
+      {
+        accessorKey: 'status',
+        header: t('Status'),
+        cell: ({ row }) => {
+          const status = row.getValue('status') as string
+          return (
+            <StatusBadge
+              label={t(
+                taskStatusMapper.getLabel(status, status || 'Submitting')
+              )}
+              variant={taskStatusMapper.getVariant(status)}
+              size='sm'
+              copyable={false}
+              className='-ml-1.5'
+            />
+          )
+        },
+      },
+      createProgressColumn<TaskLog>({ headerLabel: t('Progress') }),
+      {
+        id: 'artifacts',
+        header: t('Artifacts'),
+        cell: ({ row }) => (
+          <TaskArtifactsCell key={row.original.task_id} log={row.original} />
+        ),
+        size: 120,
+        maxSize: 140,
+      },
+      {
+        accessorKey: 'fail_reason',
+        header: t('Details'),
+        cell: ({ row }) => (
+          <TaskDetailsCell
+            key={row.original.task_id}
+            log={row.original}
+            isAdmin={isAdmin}
+            isRoot={isRoot}
+          />
+        ),
+        size: 220,
+        maxSize: 240,
       }
     )
-  }
 
-  columns.push(
-    {
-      accessorKey: 'task_id',
-      header: t('Task ID'),
-      cell: ({ row }) => {
-        const log = row.original
-        const taskId = row.getValue('task_id') as string
-        if (!taskId) {
-          return <span className='text-muted-foreground/60 text-xs'>-</span>
-        }
-        return (
-          <div className='flex max-w-[170px] flex-col gap-0.5'>
-            <StatusBadge
-              label={taskId}
-              copyText={taskId}
-              variant='neutral'
-              size='sm'
-              className='border-border/60 bg-muted/30 !text-foreground max-w-full truncate rounded-md border px-1.5 py-0.5 font-mono'
-            />
-            <span className='text-muted-foreground/60 truncate text-[11px]'>
-              {t(log.platform)} · {t(taskActionMapper.getLabel(log.action))}
-            </span>
-          </div>
-        )
-      },
-      meta: { mobileTitle: true },
-    },
-    createDurationColumn<TaskLog>({
-      submitTimeKey: 'submit_time',
-      finishTimeKey: 'finish_time',
-      unit: 'seconds',
-      headerLabel: t('Duration'),
-      warningThresholdSec: 300,
-    }),
-    {
-      accessorKey: 'status',
-      header: t('Status'),
-      cell: ({ row }) => {
-        const status = row.getValue('status') as string
-        return (
-          <StatusBadge
-            label={t(taskStatusMapper.getLabel(status, status || 'Submitting'))}
-            variant={taskStatusMapper.getVariant(status)}
-            size='sm'
-            copyable={false}
-            className='-ml-1.5'
-          />
-        )
-      },
-    },
-    createProgressColumn<TaskLog>({ headerLabel: t('Progress') }),
-    {
-      id: 'artifacts',
-      header: t('Artifacts'),
-      cell: ({ row }) => (
-        <TaskArtifactsCell key={row.original.task_id} log={row.original} />
-      ),
-      size: 120,
-      maxSize: 140,
-    },
-    {
-      accessorKey: 'fail_reason',
-      header: t('Details'),
-      cell: ({ row }) => (
-        <TaskDetailsCell
-          key={row.original.task_id}
-          log={row.original}
-          isAdmin={isAdmin}
-          isRoot={isRoot}
-        />
-      ),
-      size: 220,
-      maxSize: 240,
-    }
-  )
-
-  return columns
+    return columns
+  }, [t, isAdmin, isRoot])
 }
diff --git a/web/src/features/usage-logs/components/common-log-mobile-card.tsx b/web/src/features/usage-logs/components/common-log-mobile-card.tsx
index 9bdc20a..da0ca0c 100644
--- a/web/src/features/usage-logs/components/common-log-mobile-card.tsx
+++ b/web/src/features/usage-logs/components/common-log-mobile-card.tsx
@@ -32,7 +32,7 @@ import dayjs from '@/lib/dayjs'
 import { formatLogQuota, formatTimestampToDate } from '@/lib/format'
 
 import type { UsageLog } from '../data/schema'
-import { formatModelName, parseLogOther } from '../lib/format'
+import { formatModelName, logTokenName, parseLogOther } from '../lib/format'
 import {
   getLogTypeConfig,
   isDisplayableLogType,
@@ -106,7 +106,7 @@ export function CommonLogMobileCard<TData>(props: {
     },
     token: {
       label: t('Token'),
-      value: log.token_name,
+      value: logTokenName(log, t),
       visible: displayable && props.cells.has('token_name') && !!log.token_name,
       sensitive: true,
     },
@@ -197,6 +197,7 @@ export function CommonLogMobileCard<TData>(props: {
                   className='min-h-5 max-w-full min-w-0 justify-end'
                   isStream={log.is_stream}
                   isTask={other?.is_task === true}
+                  isSyncTask={other?.task_sync === true}
                   tokensPerSecond={
                     log.use_time > 0 && log.completion_tokens > 0
                       ? log.completion_tokens / log.use_time
diff --git a/web/src/features/usage-logs/components/common-logs-filter-bar.tsx b/web/src/features/usage-logs/components/common-logs-filter-bar.tsx
index 6059988..2d1d51c 100644
--- a/web/src/features/usage-logs/components/common-logs-filter-bar.tsx
+++ b/web/src/features/usage-logs/components/common-logs-filter-bar.tsx
@@ -92,8 +92,6 @@ function buildSearchSourceKey(values: {
   group?: unknown
   username?: unknown
   requestId?: unknown
-  attemptStatus?: unknown
-  correlationKey?: unknown
   upstreamRequestId?: unknown
   type?: unknown
 }) {
@@ -107,8 +105,6 @@ function buildSearchSourceKey(values: {
     values.username,
     values.requestId,
     values.upstreamRequestId,
-    values.correlationKey,
-    values.attemptStatus,
     Array.isArray(values.type) ? values.type.join(',') : values.type,
   ]
     .map((value) => String(value ?? ''))
@@ -160,8 +156,6 @@ export function CommonLogsFilterBar<TData>(
       group: searchParams.group,
       username: searchParams.username,
       requestId: searchParams.requestId,
-      attemptStatus: searchParams.attemptStatus,
-      correlationKey: searchParams.correlationKey,
       upstreamRequestId: searchParams.upstreamRequestId,
       type: searchParams.type,
     }
@@ -176,8 +170,6 @@ export function CommonLogsFilterBar<TData>(
       group: searchParams.group || undefined,
       username: searchParams.username || undefined,
       requestId: searchParams.requestId || undefined,
-      attemptStatus: searchParams.attemptStatus || undefined,
-      correlationKey: searchParams.correlationKey || undefined,
       upstreamRequestId: searchParams.upstreamRequestId || undefined,
     }
     return {
@@ -195,8 +187,6 @@ export function CommonLogsFilterBar<TData>(
     searchParams.username,
     searchParams.requestId,
     searchParams.upstreamRequestId,
-    searchParams.correlationKey,
-    searchParams.attemptStatus,
     searchParams.type,
   ])
   const [draft, setDraft] = useState<CommonLogDraft>(() => searchState)
@@ -276,8 +266,6 @@ export function CommonLogsFilterBar<TData>(
     !!filters.username ||
     !!filters.channel ||
     !!filters.requestId ||
-    !!filters.attemptStatus ||
-    !!filters.correlationKey ||
     !!filters.upstreamRequestId
 
   const hasTypeFilter = logType !== LOG_TYPE_ALL_VALUE
@@ -290,8 +278,6 @@ export function CommonLogsFilterBar<TData>(
     isAdmin ? filters.channel : undefined,
     filters.requestId,
     filters.upstreamRequestId,
-    filters.correlationKey,
-    filters.attemptStatus,
   ].filter(Boolean).length
   const sensitiveInputClass = sensitiveVisible
     ? undefined
@@ -366,18 +352,13 @@ export function CommonLogsFilterBar<TData>(
         emptyText={t('No group found.')}
         placeholder={t('Group')}
         className='h-8 min-w-0 text-sm leading-5'
-        dropdownClassName={sensitiveInputClass}
+        popupClassName={sensitiveInputClass}
         value={filters.group || ''}
         onValueChange={(value) => handleChange('group', value ?? '')}
         onKeyDown={handleKeyDown}
       />
     </LogsFilterField>
   )
-  const attemptFilter = <LogsFilterField>
-    <Combobox aria-label={t('Attempt status')} placeholder={t('Attempt status')} value={filters.attemptStatus || ''} onValueChange={value => handleChange('attemptStatus', value ?? '')} options={[
-        {value:'verified',label:t('Verified')}, {value:'unchecked',label:t('Not checked')}, {value:'charged_rejection',label:t('Rejected and charged')}, {value:'rejected',label:t('Rejected without charge')}, {value:'switched_success',label:t('Switched successfully')}, {value:'mismatch_allowed',label:t('Model mismatch allowed')}, {value:'transport_error',label:t('Transport error')}, {value:'estimated',label:t('Estimated usage')},
-    ]} />
-  </LogsFilterField>
   const typeFilter = (
     <LogsFilterField>
       <Select
@@ -499,16 +480,6 @@ export function CommonLogsFilterBar<TData>(
           onKeyDown={handleKeyDown}
         />
       </LogsFilterField>
-      {isAdmin && (
-        <LogsFilterField>
-          <LogsFilterInput
-            placeholder={t('Correlation key')}
-            value={filters.correlationKey || ''}
-            onChange={(e) => handleChange('correlationKey', e.target.value)}
-            onKeyDown={handleKeyDown}
-          />
-        </LogsFilterField>
-      )}
     </>
   )
 
@@ -524,7 +495,6 @@ export function CommonLogsFilterBar<TData>(
           {modelFilter}
           {groupFilter}
           {typeFilter}
-          {attemptFilter}
         </>
       }
       advancedFilters={advancedFilters}
@@ -534,7 +504,6 @@ export function CommonLogsFilterBar<TData>(
           {modelFilter}
           {groupFilter}
           {typeFilter}
-          {attemptFilter}
           {advancedFilters}
         </>
       }
diff --git a/web/src/features/usage-logs/components/compact-date-time-range-picker.tsx b/web/src/features/usage-logs/components/compact-date-time-range-picker.tsx
index 361c1a1..78d64e7 100644
--- a/web/src/features/usage-logs/components/compact-date-time-range-picker.tsx
+++ b/web/src/features/usage-logs/components/compact-date-time-range-picker.tsx
@@ -38,7 +38,7 @@ interface CompactDateTimeRangePickerProps {
 }
 
 function toInputValue(date?: Date): string {
-  return date ? dayjs(date).format('YYYY-MM-DDTHH:mm') : ''
+  return date ? dayjs(date).format('YYYY-MM-DDTHH:mm:ss') : ''
 }
 
 function fromInputValue(value: string): Date | undefined {
@@ -60,19 +60,15 @@ export function CompactDateTimeRangePicker({
 
   const label = useMemo(() => {
     if (!start && !end) return t('Date Range')
-    // The popover's <input type="datetime-local"> only supports minute
-    // precision, so seconds are always 00 (manual pick) or 59 (preset
-    // end-of-day). Hide them in the trigger label to keep the button
-    // width compact while still showing the meaningful timestamp.
-    const startText = start ? dayjs(start).format('YYYY-MM-DD HH:mm') : '-'
-    const endText = end ? dayjs(end).format('YYYY-MM-DD HH:mm') : '-'
+    const startText = start ? dayjs(start).format('YYYY-MM-DD HH:mm:ss') : '-'
+    const endText = end ? dayjs(end).format('YYYY-MM-DD HH:mm:ss') : '-'
     return `${startText} ~ ${endText}`
   }, [end, start, t])
 
   const mobileLabel = useMemo(() => {
     if (!start || !end) return label
     if (dayjs(start).isSame(end, 'day')) {
-      return `${dayjs(start).format('MM/DD HH:mm')}–${dayjs(end).format('HH:mm')}`
+      return `${dayjs(start).format('MM/DD HH:mm:ss')}–${dayjs(end).format('HH:mm:ss')}`
     }
     return label
   }, [start, end, label])
@@ -158,6 +154,7 @@ export function CompactDateTimeRangePicker({
               </div>
               <Input
                 type='datetime-local'
+                step={1}
                 value={draftStart}
                 aria-label={t('Start Time')}
                 onChange={(e) => setDraftStart(e.target.value)}
@@ -173,6 +170,7 @@ export function CompactDateTimeRangePicker({
               </div>
               <Input
                 type='datetime-local'
+                step={1}
                 value={draftEnd}
                 aria-label={t('End Time')}
                 onChange={(e) => setDraftEnd(e.target.value)}
diff --git a/web/src/features/usage-logs/components/dialogs/audio-preview-dialog.tsx b/web/src/features/usage-logs/components/dialogs/audio-preview-dialog.tsx
index e652026..6e788c8 100644
--- a/web/src/features/usage-logs/components/dialogs/audio-preview-dialog.tsx
+++ b/web/src/features/usage-logs/components/dialogs/audio-preview-dialog.tsx
@@ -26,26 +26,17 @@ import { StatusBadge } from '@/components/status-badge'
 import { Button } from '@/components/ui/button'
 import { IconBadge } from '@/components/ui/icon-badge'
 import { ScrollArea } from '@/components/ui/scroll-area'
+import { Spinner } from '@/components/ui/spinner'
 
-export interface AudioClip {
-  clip_id?: string
-  id?: string
-  title?: string
-  tags?: string
-  duration?: number
-  audio_url?: string
-  image_url?: string
-  image_large_url?: string
-  metadata?: {
-    tags?: string
-    duration?: number
-  }
-}
+import type { AudioClip } from '../../types'
+
+export type { AudioClip }
 
 interface AudioPreviewDialogProps {
   open: boolean
   onOpenChange: (open: boolean) => void
   clips: AudioClip[]
+  loading?: boolean
 }
 
 function formatDuration(seconds?: number): string {
@@ -148,6 +139,29 @@ export function AudioPreviewDialog(props: AudioPreviewDialogProps) {
   const { t } = useTranslation()
   const clips = Array.isArray(props.clips) ? props.clips : []
 
+  let body = (
+    <ScrollArea className='max-h-[60vh]'>
+      <div className='space-y-3 pr-2'>
+        {clips.map((clip, idx) => (
+          <AudioClipCard key={clip.clip_id || clip.id || idx} clip={clip} />
+        ))}
+      </div>
+    </ScrollArea>
+  )
+  if (props.loading) {
+    body = (
+      <div className='flex justify-center py-4' aria-label={t('Loading...')}>
+        <Spinner />
+      </div>
+    )
+  } else if (clips.length === 0) {
+    body = (
+      <p className='text-muted-foreground py-4 text-center text-sm'>
+        {t('None')}
+      </p>
+    )
+  }
+
   return (
     <Dialog
       open={props.open}
@@ -165,19 +179,7 @@ export function AudioPreviewDialog(props: AudioPreviewDialogProps) {
       contentHeight='auto'
       bodyClassName='space-y-4'
     >
-      {clips.length === 0 ? (
-        <p className='text-muted-foreground py-4 text-center text-sm'>
-          {t('None')}
-        </p>
-      ) : (
-        <ScrollArea className='max-h-[60vh]'>
-          <div className='space-y-3 pr-2'>
-            {clips.map((clip, idx) => (
-              <AudioClipCard key={clip.clip_id || clip.id || idx} clip={clip} />
-            ))}
-          </div>
-        </ScrollArea>
-      )}
+      {body}
     </Dialog>
   )
 }
diff --git a/web/src/features/usage-logs/components/dialogs/details-dialog.tsx b/web/src/features/usage-logs/components/dialogs/details-dialog.tsx
index d5dff0e..c5d3938 100644
--- a/web/src/features/usage-logs/components/dialogs/details-dialog.tsx
+++ b/web/src/features/usage-logs/components/dialogs/details-dialog.tsx
@@ -66,6 +66,7 @@ import { PolicyDecisionRecord } from '@/features/system-settings/request-policie
 import { useCopyToClipboard } from '@/hooks/use-copy-to-clipboard'
 import { formatBillingCurrencyFromUSD } from '@/lib/currency'
 import { formatLogQuota, formatTokens, formatUseTime } from '@/lib/format'
+import { translateServerText } from '@/lib/server-error-message'
 import { cn } from '@/lib/utils'
 
 import { AuditDetailFields } from '../../audit/components/audit-detail-fields'
@@ -81,7 +82,9 @@ import {
   getFirstResponseTimeColor,
   getResponseTimeColor,
   getReasoningEffortVariant,
+  logTokenName,
   renderAuditContent,
+  renderLogContent,
 } from '../../lib/format'
 import { buildQuotaAuditOperation } from '../../lib/quota-audit-operation'
 import {
@@ -600,7 +603,11 @@ export function DetailsDialog(props: DetailsDialogProps) {
       )
     : null
   const operationText = renderAuditContent(other, t)
-  const details = (isTopup ? operationText : null) ?? props.log.content ?? ''
+  const details =
+    (isTopup ? operationText : null) ??
+    renderLogContent(other, t) ??
+    props.log.content ??
+    ''
   const auditRoute = isManage && props.isAdmin ? other?.audit_info : undefined
   // Channel update records which fields changed (stable field tokens); render
   // them with their localized labels for admins.
@@ -673,7 +680,7 @@ export function DetailsDialog(props: DetailsDialogProps) {
       description={t('View the complete details for this log entry')}
       contentClassName={cn(
         'min-w-0 overflow-hidden',
-        'max-sm:max-h-[calc(100dvh-1.5rem)] max-sm:w-[calc(100vw-1.5rem)] max-sm:max-w-[calc(100vw-1.5rem)] max-sm:p-4',
+        'max-sm:max-h-(--dialog-available-height) max-sm:w-[calc(100vw-1.5rem)] max-sm:max-w-[calc(100vw-1.5rem)] max-sm:p-4',
         isTieredBilling ? 'sm:max-w-4xl lg:max-w-5xl' : 'sm:max-w-lg'
       )}
       headerClassName='max-sm:gap-1'
@@ -837,7 +844,11 @@ export function DetailsDialog(props: DetailsDialogProps) {
           )}
 
           {props.log.token_name && (
-            <DetailRow label={t('Token')} value={props.log.token_name} mono />
+            <DetailRow
+              label={t('Token')}
+              value={logTokenName(props.log, t)}
+              mono
+            />
           )}
 
           {(props.log.group || other?.group) && (
@@ -1032,7 +1043,10 @@ export function DetailsDialog(props: DetailsDialogProps) {
               <DetailRow label={t('Task ID')} value={other.task_id} mono />
             )}
             {other.reason && (
-              <DetailRow label={t('Reason')} value={other.reason} />
+              <DetailRow
+                label={t('Reason')}
+                value={translateServerText(t, other.reason)}
+              />
             )}
           </DetailSection>
         )}
diff --git a/web/src/features/usage-logs/components/dialogs/export-logs-dialog.tsx b/web/src/features/usage-logs/components/dialogs/export-logs-dialog.tsx
new file mode 100644
index 0000000..d9ae745
--- /dev/null
+++ b/web/src/features/usage-logs/components/dialogs/export-logs-dialog.tsx
@@ -0,0 +1,195 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { getRouteApi } from '@tanstack/react-router'
+import { Loader2 } from 'lucide-react'
+import { useRef, useState } from 'react'
+import { useTranslation } from 'react-i18next'
+import { toast } from 'sonner'
+
+import { Dialog } from '@/components/dialog'
+import { Button } from '@/components/ui/button'
+import { useStatus } from '@/hooks/use-status'
+import dayjs from '@/lib/dayjs'
+import { handleServerError } from '@/lib/handle-server-error'
+
+import { exportLogs } from '../../api'
+import {
+  downloadCsv,
+  getLogCsvHeader,
+  getLogCsvRow,
+  toCsvLine,
+} from '../../lib/export'
+import { buildApiParams, getDefaultTimeRange } from '../../lib/utils'
+import { CompactDateTimeRangePicker } from '../compact-date-time-range-picker'
+import { useLogsViewScope } from '../usage-logs-provider'
+
+const route = getRouteApi('/_authenticated/usage-logs/$section')
+const DAY_MS = 24 * 60 * 60 * 1000
+const DEFAULT_MAX_RANGE_DAYS = 365
+
+/**
+ * Export button for the common logs page. It asks for the time range, then
+ * downloads the logs of the current view with the page's other filters as a
+ * CSV file. Administrators in the all-users view export every user's logs.
+ */
+export function ExportLogsDialog() {
+  const { t } = useTranslation()
+  const searchParams = route.useSearch()
+  const { canManageScope, isAdminView } = useLogsViewScope()
+  const { status } = useStatus()
+  const [open, setOpen] = useState(false)
+  const [range, setRange] = useState<{ start?: Date; end?: Date }>({})
+  const [exportedCount, setExportedCount] = useState<number | null>(null)
+  const abortRef = useRef<AbortController | null>(null)
+
+  if (!canManageScope && status?.log_export_enabled === false) return null
+
+  const maxDays = status?.log_max_range_days || DEFAULT_MAX_RANGE_DAYS
+  const startMs = range.start?.getTime()
+  const endMs = range.end?.getTime()
+  let rangeError: string | null = null
+  if (startMs !== undefined && endMs !== undefined) {
+    if (endMs < startMs) {
+      rangeError = t('End time must be after start time')
+    } else if (Math.min(endMs, Date.now()) - startMs > maxDays * DAY_MS) {
+      rangeError = t('The time range cannot exceed {{days}} days', {
+        days: maxDays,
+      })
+    }
+  }
+  const exporting = exportedCount !== null
+  const canExport =
+    startMs !== undefined && endMs !== undefined && !rangeError && !exporting
+
+  const handleOpenChange = (nextOpen: boolean) => {
+    if (nextOpen) {
+      const defaults = getDefaultTimeRange()
+      setRange({
+        start: searchParams.startTime
+          ? new Date(searchParams.startTime)
+          : defaults.start,
+        end: searchParams.endTime
+          ? new Date(searchParams.endTime)
+          : defaults.end,
+      })
+    } else {
+      abortRef.current?.abort()
+    }
+    setOpen(nextOpen)
+  }
+
+  const handleExport = async () => {
+    if (!range.start || !range.end) return
+    const controller = new AbortController()
+    abortRef.current = controller
+    const lines = [toCsvLine(getLogCsvHeader(isAdminView, t))]
+    setExportedCount(0)
+    try {
+      const count = await exportLogs(
+        {
+          ...buildApiParams({
+            page: 1,
+            pageSize: 1,
+            searchParams,
+            isAdmin: isAdminView,
+          }),
+          p: undefined,
+          page_size: undefined,
+          start_timestamp: Math.floor(range.start.getTime() / 1000),
+          end_timestamp: Math.floor(range.end.getTime() / 1000),
+        },
+        isAdminView,
+        {
+          signal: controller.signal,
+          onLog: (log) => {
+            lines.push(toCsvLine(getLogCsvRow(log, isAdminView, t)))
+            if (lines.length % 500 === 0) setExportedCount(lines.length - 1)
+          },
+        }
+      )
+      downloadCsv(
+        `usage-logs-${dayjs(range.start).format('YYYYMMDD')}-${dayjs(range.end).format('YYYYMMDD')}.csv`,
+        lines
+      )
+      toast.success(t('Exported {{count}} logs', { count }))
+      setOpen(false)
+    } catch (error) {
+      handleServerError(error, t('Failed to export logs'))
+    } finally {
+      abortRef.current = null
+      setExportedCount(null)
+    }
+  }
+
+  return (
+    <Dialog
+      open={open}
+      onOpenChange={handleOpenChange}
+      trigger={
+        <Button type='button' variant='outline'>
+          {t('Export')}
+        </Button>
+      }
+      title={t('Export logs')}
+      description={t(
+        'Choose a time range of up to {{days}} days. The other filters on this page also apply.',
+        { days: maxDays }
+      )}
+      contentClassName='sm:max-w-md'
+      footer={
+        <>
+          <Button
+            type='button'
+            variant='outline'
+            onClick={() => handleOpenChange(false)}
+          >
+            {t('Cancel')}
+          </Button>
+          <Button
+            type='button'
+            onClick={handleExport}
+            disabled={!canExport}
+            aria-busy={exporting}
+          >
+            {exporting && <Loader2 className='animate-spin' />}
+            {t('Export')}
+          </Button>
+        </>
+      }
+    >
+      <div className='space-y-2'>
+        <CompactDateTimeRangePicker
+          start={range.start}
+          end={range.end}
+          onChange={setRange}
+        />
+        {rangeError && (
+          <p role='alert' className='text-destructive text-sm'>
+            {rangeError}
+          </p>
+        )}
+        {exporting && (
+          <p aria-live='polite' className='text-muted-foreground text-sm'>
+            {t('Exported {{count}} logs', { count: exportedCount })}
+          </p>
+        )}
+      </div>
+    </Dialog>
+  )
+}
diff --git a/web/src/features/usage-logs/components/dialogs/task-details-dialog.tsx b/web/src/features/usage-logs/components/dialogs/task-details-dialog.tsx
index 601c4bb..268ef63 100644
--- a/web/src/features/usage-logs/components/dialogs/task-details-dialog.tsx
+++ b/web/src/features/usage-logs/components/dialogs/task-details-dialog.tsx
@@ -24,6 +24,7 @@ import { Dialog } from '@/components/dialog'
 import { StatusBadge } from '@/components/status-badge'
 import { Label } from '@/components/ui/label'
 import { formatLogQuota, formatTimestampToDate } from '@/lib/format'
+import { translateServerText } from '@/lib/server-error-message'
 import { cn } from '@/lib/utils'
 
 import { taskActionMapper, taskStatusMapper } from '../../lib/mappers'
@@ -156,7 +157,10 @@ export function TaskDetailsDialog(props: TaskDetailsDialogProps) {
             />
           ) : null}
           {props.log.fail_reason ? (
-            <DetailRow label={t('Fail Reason')} value={props.log.fail_reason} />
+            <DetailRow
+              label={t('Fail Reason')}
+              value={translateServerText(t, props.log.fail_reason)}
+            />
           ) : null}
         </DetailSection>
 
diff --git a/web/src/features/usage-logs/components/log-cost-display.tsx b/web/src/features/usage-logs/components/log-cost-display.tsx
index 05478e3..551363c 100644
--- a/web/src/features/usage-logs/components/log-cost-display.tsx
+++ b/web/src/features/usage-logs/components/log-cost-display.tsx
@@ -16,7 +16,11 @@ along with this program. If not, see <https://www.gnu.org/licenses/>.
 
 For commercial licensing, please contact support@quantumnous.com
 */
-import { Wrench01Icon } from '@hugeicons/core-free-icons'
+import {
+  CrownIcon,
+  Wallet01Icon,
+  Wrench01Icon,
+} from '@hugeicons/core-free-icons'
 import { HugeiconsIcon } from '@hugeicons/react'
 import { useTranslation } from 'react-i18next'
 
@@ -36,7 +40,7 @@ import type { LogOtherData } from '../types'
 interface LogCostDisplayProps {
   quota: number
   other: LogOtherData | null
-  showWalletSource?: boolean
+  showBillingSource?: boolean
 }
 
 function ToolSurchargeMarker() {
@@ -83,10 +87,14 @@ export function LogCostDisplay(props: LogCostDisplayProps) {
     : props.quota
   let source: string | undefined
 
+  // A log billed to a subscription always names its funding source: that
+  // subscription may have expired since, and the viewer may hold no active
+  // plan today. Only the wallet marker is contextual and follows
+  // showBillingSource.
   if (isSubscription) {
     source = t('Subscription')
   } else if (
-    props.showWalletSource &&
+    props.showBillingSource &&
     props.other?.billing_source === 'wallet'
   ) {
     source = t('Wallet')
@@ -94,22 +102,39 @@ export function LogCostDisplay(props: LogCostDisplayProps) {
 
   return (
     <TooltipProvider>
-      <div className='flex w-fit flex-col items-start gap-0.5'>
-        <div className='flex items-center gap-1.5'>
-          <span className='text-foreground text-sm leading-5 font-semibold whitespace-nowrap tabular-nums'>
-            {formatLogQuota(quota)}
-          </span>
-          {showToolSurcharge ? <ToolSurchargeMarker /> : null}
-        </div>
-        {source ? (
-          <StatusBadge
-            label={source}
-            type='text'
-            variant={isSubscription ? 'success' : 'neutral'}
-            size='sm'
-            copyable={false}
-          />
-        ) : null}
+      <div className='inline-flex w-fit items-center gap-1.5'>
+        <StatusBadge
+          type='badge'
+          variant='neutral'
+          size='lg'
+          copyable={false}
+          className='border-border/80 bg-muted/60 text-foreground rounded-md border font-semibold tabular-nums'
+        >
+          {source ? (
+            <Tooltip>
+              <TooltipTrigger
+                render={
+                  <span
+                    className='inline-flex shrink-0 cursor-help items-center'
+                    role='img'
+                    aria-label={source}
+                    tabIndex={0}
+                  >
+                    <HugeiconsIcon
+                      icon={isSubscription ? CrownIcon : Wallet01Icon}
+                      className='size-3.5'
+                      strokeWidth={2}
+                      aria-hidden='true'
+                    />
+                  </span>
+                }
+              />
+              <TooltipContent>{source}</TooltipContent>
+            </Tooltip>
+          ) : null}
+          <span className='whitespace-nowrap'>{formatLogQuota(quota)}</span>
+        </StatusBadge>
+        {showToolSurcharge ? <ToolSurchargeMarker /> : null}
       </div>
     </TooltipProvider>
   )
diff --git a/web/src/features/usage-logs/components/logs-filter-toolbar.tsx b/web/src/features/usage-logs/components/logs-filter-toolbar.tsx
index 9a2245a..1a464ae 100644
--- a/web/src/features/usage-logs/components/logs-filter-toolbar.tsx
+++ b/web/src/features/usage-logs/components/logs-filter-toolbar.tsx
@@ -50,6 +50,7 @@ interface LogsFilterToolbarProps<TData> {
   mobileFilterCount?: number
   stats?: ReactNode
   actionStart?: ReactNode
+  actionEnd?: ReactNode
   hasActiveFilters: boolean
   hasAdvancedActiveFilters?: boolean
   advancedFilterCount?: number
@@ -181,6 +182,7 @@ export function LogsFilterToolbar<TData>(props: LogsFilterToolbarProps<TData>) {
                 {props.searchLoading && <Loader2 className='animate-spin' />}
                 {t('Search')}
               </Button>
+              {props.actionEnd}
               <DataTableViewOptions table={props.table} />
             </>
           }
@@ -284,6 +286,7 @@ export function LogsFilterToolbar<TData>(props: LogsFilterToolbarProps<TData>) {
             {props.searchLoading && <Loader2 className='animate-spin' />}
             {t('Search')}
           </Button>
+          {props.actionEnd}
           <DataTableViewOptions table={props.table} />
         </div>
       </div>
diff --git a/web/src/features/usage-logs/components/model-badge.tsx b/web/src/features/usage-logs/components/model-badge.tsx
index 141a017..c5b70c7 100644
--- a/web/src/features/usage-logs/components/model-badge.tsx
+++ b/web/src/features/usage-logs/components/model-badge.tsx
@@ -31,6 +31,7 @@ import { getLobeIcon } from '@/lib/lobe-icon'
 import { resolveModelProvider } from '@/lib/model-provider'
 import { cn } from '@/lib/utils'
 
+import { isResponseModelMismatch } from '../lib/response-model'
 import type { LogOtherData } from '../types'
 import { DetailRow } from './dialogs/log-detail-layout'
 
@@ -63,7 +64,7 @@ function ModelBadgeContent(props: ModelBadgeProps & { copyable: boolean }) {
           'border-border/60 bg-muted/30 h-6 max-w-none gap-1.5 rounded-md border px-2 [font-family:var(--font-body)]',
           provider?.icon && 'text-foreground',
           props.wrapText &&
-            'h-auto min-h-6 max-w-full py-0.5 whitespace-normal',
+            'h-auto min-h-6 max-w-full py-px whitespace-normal',
           props.className
         )}
       >
@@ -85,7 +86,7 @@ function ModelBadgeContent(props: ModelBadgeProps & { copyable: boolean }) {
           <span
             className={
               props.wrapText
-                ? 'line-clamp-2 [overflow-wrap:anywhere]'
+                ? 'line-clamp-2 leading-5 [overflow-wrap:anywhere]'
                 : 'whitespace-nowrap'
             }
           >
@@ -108,7 +109,7 @@ export function ModelBadge(props: ModelBadgeProps) {
   const guardLabel = props.guardResult
     ? t(`Model verification: ${props.guardResult}`)
     : ''
-  const responseModelLabel = props.responseModel?.mismatch
+  const responseModelLabel = props.responseModel && isResponseModelMismatch(props.responseModel)
     ? t('Response model: {{model}}', {
         model: props.responseModel.returned_model,
       })
@@ -119,7 +120,7 @@ export function ModelBadge(props: ModelBadgeProps) {
     !!props.actualModel ||
     !!(
       props.responseModel &&
-      (props.responseModel.mismatch ||
+      (isResponseModelMismatch(props.responseModel) ||
         props.responseModel.returned_model !==
           props.responseModel.requested_model ||
         (props.responseModel.upstream_model &&
@@ -147,7 +148,7 @@ export function ModelBadge(props: ModelBadgeProps) {
   const content = (
     <>
       <ModelBadgeContent {...props} copyable={false} />
-      {guardLabel && !props.responseModel?.mismatch && (
+      {guardLabel && !isResponseModelMismatch(props.responseModel) && (
         <StatusBadge
           icon={AlertTriangle}
           label={guardLabel}
@@ -155,7 +156,7 @@ export function ModelBadge(props: ModelBadgeProps) {
           copyable={false}
         />
       )}
-      {props.responseModel?.mismatch && (
+      {isResponseModelMismatch(props.responseModel) && (
         <StatusBadge
           icon={AlertTriangle}
           label={responseModelLabel}
@@ -163,7 +164,7 @@ export function ModelBadge(props: ModelBadgeProps) {
           copyable={false}
         />
       )}
-      {!props.responseModel?.mismatch && props.actualModel && (
+      {!isResponseModelMismatch(props.responseModel) && props.actualModel && (
         <Route
           className='text-muted-foreground size-3 shrink-0'
           aria-hidden='true'
@@ -234,7 +235,7 @@ export function ResponseModelDetails(props: {
 
   return (
     <div className='min-w-0 space-y-2'>
-      {props.observation.mismatch && (
+      {isResponseModelMismatch(props.observation) && (
         <StatusBadge
           icon={AlertTriangle}
           label={t('Response model: {{model}}', {
@@ -262,7 +263,7 @@ export function ResponseModelDetails(props: {
         value={props.observation.returned_model}
         mono
       />
-      {props.observation.mismatch && (
+      {isResponseModelMismatch(props.observation) && (
         <p className='text-muted-foreground text-xs'>
           {t(
             'The upstream returned a model name different from both the requested and upstream models. Aliases or dated versions may also cause this; this warning alone does not prove model substitution.'
diff --git a/web/src/features/usage-logs/components/task-artifacts.tsx b/web/src/features/usage-logs/components/task-artifacts.tsx
index f21024d..9d406fa 100644
--- a/web/src/features/usage-logs/components/task-artifacts.tsx
+++ b/web/src/features/usage-logs/components/task-artifacts.tsx
@@ -27,7 +27,7 @@ import {
 } from '@hugeicons/core-free-icons'
 import { HugeiconsIcon } from '@hugeicons/react'
 import { useQuery } from '@tanstack/react-query'
-import { useMemo, useState } from 'react'
+import { useState } from 'react'
 import { useTranslation } from 'react-i18next'
 
 import { Dialog } from '@/components/dialog'
@@ -55,6 +55,12 @@ import {
 } from '@/components/ui/empty'
 import { Skeleton } from '@/components/ui/skeleton'
 import { Spinner } from '@/components/ui/spinner'
+import {
+  Tooltip,
+  TooltipContent,
+  TooltipProvider,
+  TooltipTrigger,
+} from '@/components/ui/tooltip'
 import { requireServerSuccess } from '@/lib/server-error-message'
 import { cn } from '@/lib/utils'
 
@@ -64,10 +70,7 @@ import {
   shouldLoadTaskArtifacts,
 } from '../lib/task-artifacts'
 import type { TaskArtifact, TaskArtifactType, TaskLog } from '../types'
-import {
-  AudioPreviewDialog,
-  type AudioClip,
-} from './dialogs/audio-preview-dialog'
+import { AudioPreviewDialog } from './dialogs/audio-preview-dialog'
 
 function artifactIcon(type: TaskArtifactType) {
   switch (type) {
@@ -95,33 +98,19 @@ function artifactTypeLabel(type: TaskArtifactType): string {
   }
 }
 
-function parseLegacyAudioClips(data: unknown): AudioClip[] {
-  let values: unknown[] = []
-  if (Array.isArray(data)) {
-    values = data
-  } else if (typeof data === 'string') {
-    try {
-      const parsed = JSON.parse(data)
-      values = Array.isArray(parsed) ? parsed : []
-    } catch {
-      return []
-    }
-  }
-
-  return values.filter(
-    (value): value is AudioClip =>
-      value != null &&
-      typeof value === 'object' &&
-      typeof (value as Record<string, unknown>).audio_url === 'string'
-  )
-}
-
-function LegacyAudioPreview(props: { data: unknown }) {
+// Task lists no longer carry the persisted snapshot, so the legacy Suno clip
+// list is fetched through the artifacts endpoint when the preview opens.
+function LegacyAudioPreview(props: { taskId: string }) {
   const { t } = useTranslation()
   const [open, setOpen] = useState(false)
-  const clips = useMemo(() => parseLegacyAudioClips(props.data), [props.data])
-
-  if (clips.length === 0) return null
+  const artifactsQuery = useQuery({
+    queryKey: ['usage-logs', 'task-artifacts', props.taskId],
+    queryFn: async () =>
+      requireServerSuccess(await getTaskArtifacts(props.taskId)),
+    enabled: open,
+    retry: false,
+    staleTime: 30_000,
+  })
 
   return (
     <>
@@ -140,7 +129,12 @@ function LegacyAudioPreview(props: { data: unknown }) {
           {t('Click to preview audio')}
         </span>
       </button>
-      <AudioPreviewDialog open={open} onOpenChange={setOpen} clips={clips} />
+      <AudioPreviewDialog
+        open={open}
+        onOpenChange={setOpen}
+        clips={artifactsQuery.data?.legacyAudioClips ?? []}
+        loading={open && artifactsQuery.isPending}
+      />
     </>
   )
 }
@@ -408,11 +402,31 @@ export function TaskArtifactsCell(props: { log: TaskLog }) {
   const [open, setOpen] = useState(false)
   const previewMode = resolveTaskPreviewMode(props.log)
 
+  if (previewMode === 'discarded') {
+    return (
+      <TooltipProvider>
+        <Tooltip>
+          <TooltipTrigger
+            render={
+              <span className='text-muted-foreground cursor-help text-xs' />
+            }
+          >
+            {t('Result not retained')}
+          </TooltipTrigger>
+          <TooltipContent>
+            {t(
+              'The result was returned in the API response and was not saved as an artifact'
+            )}
+          </TooltipContent>
+        </Tooltip>
+      </TooltipProvider>
+    )
+  }
   if (!shouldLoadTaskArtifacts(props.log, true)) {
     return <span className='text-muted-foreground/60 text-xs'>-</span>
   }
   if (previewMode === 'legacy-suno') {
-    return <LegacyAudioPreview data={props.log.data} />
+    return <LegacyAudioPreview taskId={props.log.task_id} />
   }
 
   return (
diff --git a/web/src/features/usage-logs/components/timing-metrics-cell.tsx b/web/src/features/usage-logs/components/timing-metrics-cell.tsx
index f688008..ab83f38 100644
--- a/web/src/features/usage-logs/components/timing-metrics-cell.tsx
+++ b/web/src/features/usage-logs/components/timing-metrics-cell.tsx
@@ -161,6 +161,8 @@ interface StreamTpsCellProps {
   compact?: boolean
   /** Task logs are asynchronous jobs; stream vs non-stream does not apply. */
   isTask?: boolean
+  /** The task request returned its result inline, so it is a synchronous call. */
+  isSyncTask?: boolean
   tokensPerSecond?: number | null
   streamStatus?: LogOtherData['stream_status']
   className?: string
@@ -176,7 +178,7 @@ export function StreamTpsCell(props: StreamTpsCellProps) {
       : '—'
   let streamLabel = props.isStream ? t('Stream') : t('Non-stream')
   if (props.isTask) {
-    streamLabel = t('Async')
+    streamLabel = props.isSyncTask ? t('Sync') : t('Async')
   }
 
   return (
diff --git a/web/src/features/usage-logs/components/usage-logs-table.tsx b/web/src/features/usage-logs/components/usage-logs-table.tsx
index a12a067..c4d520e 100644
--- a/web/src/features/usage-logs/components/usage-logs-table.tsx
+++ b/web/src/features/usage-logs/components/usage-logs-table.tsx
@@ -19,6 +19,7 @@ For commercial licensing, please contact support@quantumnous.com
 import { useQuery } from '@tanstack/react-query'
 import { getRouteApi } from '@tanstack/react-router'
 import type { ColumnDef } from '@tanstack/react-table'
+import { useCallback } from 'react'
 import { useTranslation } from 'react-i18next'
 
 import {
@@ -41,6 +42,7 @@ import {
   LOG_TYPE_ALL_VALUE,
   LOG_TYPE_ENUM,
 } from '../constants'
+import { shouldShowBillingSource } from '../lib/billing-source'
 import { useColumnsByCategory } from '../lib/columns'
 import { parseLogOther } from '../lib/format'
 import { fetchLogsByCategory } from '../lib/utils'
@@ -84,6 +86,10 @@ interface UsageLogsTableProps {
 
 export function UsageLogsTable({ logCategory }: UsageLogsTableProps) {
   const { t } = useTranslation()
+  const getColumnClassName = useCallback(
+    () => (logCategory === 'common' ? 'py-2' : 'py-3.5'),
+    [logCategory]
+  )
   const {
     isAdminView: isAdmin,
     isRootView: isRoot,
@@ -92,19 +98,27 @@ export function UsageLogsTable({ logCategory }: UsageLogsTableProps) {
   const isMobile = useMediaQuery('(max-width: 640px)')
   const searchParams = route.useSearch()
   const userId = useAuthStore((state) => state.auth.user?.id)
-  const { data: showWalletSource = false } = useQuery({
-    queryKey: ['usage-log-wallet-source', isAdmin, userId],
+  const { data: showBillingSource = false } = useQuery({
+    queryKey: ['usage-log-billing-source', isAdmin, userId],
     enabled: logCategory === 'common' && userId != null,
     queryFn: async () => {
       if (isAdmin) {
-        const result = await getAdminPlans()
-        return result.success && (result.data?.length ?? 0) > 0
+        const plansResult = await getAdminPlans()
+        return shouldShowBillingSource({
+          isAdmin,
+          plans: plansResult.success ? plansResult.data : undefined,
+          subscriptions: undefined,
+        })
       }
 
-      const result = await getSelfSubscriptionFull()
-      const subscriptions =
-        result.data?.all_subscriptions ?? result.data?.subscriptions
-      return result.success && (subscriptions?.length ?? 0) > 0
+      const selfResult = await getSelfSubscriptionFull()
+      return shouldShowBillingSource({
+        isAdmin,
+        plans: undefined,
+        subscriptions: selfResult.success
+          ? selfResult.data?.subscriptions
+          : undefined,
+      })
     },
   })
 
@@ -189,7 +203,7 @@ export function UsageLogsTable({ logCategory }: UsageLogsTableProps) {
     logCategory,
     isAdmin,
     isRoot,
-    showWalletSource
+    showBillingSource
   )
   const isLoadingData = isLoading || (isFetching && !data)
 
@@ -263,7 +277,8 @@ export function UsageLogsTable({ logCategory }: UsageLogsTableProps) {
             key={row.id}
             row={row}
             className={cn('transition-colors', tintClass)}
-            getColumnClassName={() => (isCommon ? 'py-2' : 'py-3.5')}
+            getColumnClassName={getColumnClassName}
+            cellRenderColumns={table.options.columns}
           />
         )
       }}
diff --git a/web/src/features/usage-logs/lib/__tests__/billing-source.test.ts b/web/src/features/usage-logs/lib/__tests__/billing-source.test.ts
new file mode 100644
index 0000000..68fc517
--- /dev/null
+++ b/web/src/features/usage-logs/lib/__tests__/billing-source.test.ts
@@ -0,0 +1,102 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { describe, expect, test } from 'vitest'
+
+import type {
+  PlanRecord,
+  SubscriptionPlan,
+  UserSubscriptionRecord,
+} from '@/features/subscriptions/types'
+
+import { shouldShowBillingSource } from '../billing-source'
+
+function plan(enabled: boolean): PlanRecord {
+  return { plan: { id: 1, enabled } as SubscriptionPlan }
+}
+
+const active: UserSubscriptionRecord[] = [
+  {
+    subscription: {
+      id: 7,
+      user_id: 3,
+      plan_id: 1,
+      status: 'active',
+      start_time: 0,
+      end_time: 1,
+      amount_total: 100,
+      amount_used: 100,
+    },
+  },
+]
+
+describe('billing source visibility', () => {
+  test.each([
+    { name: 'no plans exist', plans: [] },
+    { name: 'all plans are disabled', plans: [plan(false), plan(false)] },
+    { name: 'plans failed to load', plans: undefined },
+  ])('hides icons for admins when $name', ({ plans }) => {
+    expect(
+      shouldShowBillingSource({
+        isAdmin: true,
+        plans,
+        subscriptions: undefined,
+      })
+    ).toBe(false)
+  })
+
+  test('shows icons for admins when at least one plan is enabled', () => {
+    expect(
+      shouldShowBillingSource({
+        isAdmin: true,
+        plans: [plan(false), plan(true)],
+        subscriptions: undefined,
+      })
+    ).toBe(true)
+  })
+
+  test('hides icons for a user without an active subscription', () => {
+    expect(
+      shouldShowBillingSource({
+        isAdmin: false,
+        plans: [plan(true)],
+        subscriptions: [],
+      })
+    ).toBe(false)
+  })
+
+  test('shows icons for an active subscription even when the system has no enabled plans', () => {
+    expect(
+      shouldShowBillingSource({
+        isAdmin: false,
+        plans: [],
+        subscriptions: active,
+      })
+    ).toBe(true)
+  })
+
+  test('shows icons for a user with an active subscription when enabled plans exist', () => {
+    expect(
+      shouldShowBillingSource({
+        isAdmin: false,
+        plans: [plan(true)],
+        subscriptions: active,
+      })
+    ).toBe(true)
+  })
+})
diff --git a/web/src/features/usage-logs/lib/__tests__/export.test.ts b/web/src/features/usage-logs/lib/__tests__/export.test.ts
new file mode 100644
index 0000000..46eb351
--- /dev/null
+++ b/web/src/features/usage-logs/lib/__tests__/export.test.ts
@@ -0,0 +1,143 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { createInstance } from 'i18next'
+import { describe, expect, test } from 'vitest'
+
+import type { UsageLog } from '../../data/schema'
+import { getLogCsvHeader, getLogCsvRow, toCsvLine } from '../export'
+
+const consumeLog: UsageLog = {
+  id: 1,
+  user_id: 7,
+  created_at: new Date(2026, 9, 12, 8, 30, 5).getTime() / 1000,
+  type: 2,
+  content: '',
+  username: 'alice',
+  token_name: 'prod',
+  model_name: 'gpt-4o-mini',
+  quota: 250000,
+  prompt_tokens: 2008,
+  completion_tokens: 16,
+  use_time: 3,
+  is_stream: true,
+  channel: 162,
+  channel_name: 'azure',
+  token_id: 5,
+  group: 'default',
+  ip: '203.0.113.9',
+  other: JSON.stringify({
+    cache_tokens: 1906,
+    cache_creation_tokens_5m: 10,
+    cache_creation_tokens_1h: 5,
+  }),
+  request_id: 'req-1',
+  upstream_request_id: '',
+}
+
+async function chineseTranslator() {
+  const i18n = createInstance()
+  await i18n.init({
+    lng: 'zh',
+    resources: {
+      zh: {
+        translation: {
+          Time: '时间',
+          User: '用户',
+          Channel: '渠道',
+          Consume: '消费',
+          'Top-up': '充值',
+          Yes: '是',
+          'Recharged {{amount}}': '充值 {{amount}}',
+        },
+      },
+    },
+  })
+  return i18n.t
+}
+
+describe('usage log CSV export', () => {
+  test('header in the user view has no user or channel column', async () => {
+    const t = await chineseTranslator()
+
+    const header = getLogCsvHeader(false, t)
+
+    expect(header[0]).toBe('时间')
+    expect(header).not.toContain('用户')
+    expect(header).not.toContain('渠道')
+  })
+
+  test('administrator row shows the user and channel next to the matching header', async () => {
+    const t = await chineseTranslator()
+
+    const header = getLogCsvHeader(true, t)
+    const row = getLogCsvRow(consumeLog, true, t)
+
+    expect(row).toHaveLength(header.length)
+    expect(row[header.indexOf('用户')]).toBe('alice')
+    expect(row[header.indexOf('渠道')]).toBe('#162 azure')
+  })
+
+  test('consume log row matches the log table values', async () => {
+    const t = await chineseTranslator()
+
+    expect(getLogCsvRow(consumeLog, false, t)).toEqual([
+      '2026-10-12 08:30:05',
+      '消费',
+      'prod',
+      'default',
+      'gpt-4o-mini',
+      '是',
+      '2008',
+      '16',
+      '1906',
+      '15',
+      '$0.5',
+      '3s',
+      '203.0.113.9',
+      'req-1',
+      '',
+    ])
+  })
+
+  test('top-up log row leaves usage cells empty and shows the translated content', async () => {
+    const t = await chineseTranslator()
+    const topup: UsageLog = {
+      ...consumeLog,
+      type: 1,
+      content: 'Recharged $5',
+      other: JSON.stringify({
+        content_parts: [
+          { key: 'Recharged {{amount}}', params: { amount: '$5' } },
+        ],
+      }),
+    }
+
+    const row = getLogCsvRow(topup, false, t)
+
+    expect(row.slice(1, 2)).toEqual(['充值'])
+    expect(row.slice(5, 12)).toEqual(['', '', '', '', '', '', ''])
+    expect(row.at(-1)).toBe('充值 $5')
+  })
+
+  test('cells are quoted and text that starts a formula stays text', () => {
+    expect(
+      toCsvLine(['=HYPERLINK("x")', '-12.5', '+cmd', 'a"b', 'two\nlines'])
+    ).toBe(`"'=HYPERLINK(""x"")","-12.5","'+cmd","a""b","two\nlines"\r\n`)
+  })
+})
diff --git a/web/src/features/usage-logs/lib/__tests__/response-model.test.ts b/web/src/features/usage-logs/lib/__tests__/response-model.test.ts
new file mode 100644
index 0000000..ae3910c
--- /dev/null
+++ b/web/src/features/usage-logs/lib/__tests__/response-model.test.ts
@@ -0,0 +1,90 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { describe, expect, test } from 'vitest'
+
+import {
+  isResponseModelMismatch,
+  type ResponseModelObservation,
+} from '../response-model'
+
+function observation(
+  returned: string,
+  overrides: Partial<ResponseModelObservation> = {}
+): ResponseModelObservation {
+  return {
+    requested_model: 'requested',
+    upstream_model: 'mapped',
+    returned_model: returned,
+    ...overrides,
+  }
+}
+
+describe('isResponseModelMismatch', () => {
+  test.each([
+    ['requested', 'exact requested model'],
+    ['mapped', 'exact upstream model'],
+    ['Requested', 'case-only difference'],
+    ['requested-2026-09-01', 'dated variant of the requested model'],
+    ['mapped-2026-09-01', 'dated variant of the upstream model'],
+    ['deepseek/requested', 'provider path in front of the requested model'],
+    ['vendor/MAPPED', 'provider path with a case-only difference'],
+    ['accounts/vendor/models/requested', 'nested provider path'],
+  ])('treats %s as compatible (%s)', (returned) => {
+    expect(isResponseModelMismatch(observation(returned))).toBe(false)
+  })
+
+  test.each([
+    ['other', 'different model'],
+    ['request', 'shorter name that the expected model extends'],
+    ['vendor/other', 'different model behind a provider path'],
+    ['vendor/request', 'provider path with a shorter name'],
+    ['vendor/', 'provider path with no model segment'],
+    ['vendor', 'provider segment alone'],
+  ])('flags %s as a mismatch (%s)', (returned) => {
+    expect(isResponseModelMismatch(observation(returned))).toBe(true)
+  })
+
+  test('compares against provider-qualified requested and upstream names as written', () => {
+    expect(
+      isResponseModelMismatch(
+        observation('vendor/requested-2026-09-01', {
+          requested_model: 'vendor/requested',
+        })
+      )
+    ).toBe(false)
+    expect(
+      isResponseModelMismatch(
+        observation('vendor/other', { requested_model: 'vendor/requested' })
+      )
+    ).toBe(true)
+  })
+
+  test('empty expected names never match', () => {
+    expect(
+      isResponseModelMismatch(
+        observation('other', { requested_model: '', upstream_model: '' })
+      )
+    ).toBe(true)
+  })
+
+  test('returns false without an observation or a returned model', () => {
+    expect(isResponseModelMismatch(undefined)).toBe(false)
+    expect(isResponseModelMismatch(observation(''))).toBe(false)
+  })
+})
diff --git a/web/src/features/usage-logs/lib/__tests__/token-name.test.ts b/web/src/features/usage-logs/lib/__tests__/token-name.test.ts
new file mode 100644
index 0000000..abb73ef
--- /dev/null
+++ b/web/src/features/usage-logs/lib/__tests__/token-name.test.ts
@@ -0,0 +1,48 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { createInstance } from 'i18next'
+import { describe, expect, test } from 'vitest'
+
+import { logTokenName } from '../format'
+
+describe('usage log token name', () => {
+  test('translates the name the gateway wrote when the log has no token', async () => {
+    const i18n = createInstance()
+    await i18n.init({
+      lng: 'zh',
+      resources: { zh: { translation: { 'Model test': '模型测试' } } },
+    })
+
+    expect(
+      logTokenName({ token_id: 0, token_name: 'Model test' }, i18n.t)
+    ).toBe('模型测试')
+  })
+
+  test('keeps the name of a real token as written when it equals a translation key', async () => {
+    const i18n = createInstance()
+    await i18n.init({
+      lng: 'zh',
+      resources: { zh: { translation: { 'Model test': '模型测试' } } },
+    })
+
+    expect(
+      logTokenName({ token_id: 7, token_name: 'Model test' }, i18n.t)
+    ).toBe('Model test')
+  })
+})
diff --git a/web/src/features/usage-logs/lib/billing-source.ts b/web/src/features/usage-logs/lib/billing-source.ts
new file mode 100644
index 0000000..5ab8342
--- /dev/null
+++ b/web/src/features/usage-logs/lib/billing-source.ts
@@ -0,0 +1,44 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import type {
+  PlanRecord,
+  UserSubscriptionRecord,
+} from '@/features/subscriptions/types'
+
+interface BillingSourceVisibilityInput {
+  isAdmin: boolean
+  /** Admin view only: every system plan. */
+  plans: PlanRecord[] | undefined
+  /** Own-logs view only: active subscriptions returned by the self API. */
+  subscriptions: UserSubscriptionRecord[] | undefined
+}
+
+/**
+ * Every consume log carries `billing_source`, so the Wallet / Subscription
+ * icon on the cost column is only a disambiguator. Admins see it when the
+ * system has an enabled plan; own-logs views require an active subscription.
+ */
+export function shouldShowBillingSource(
+  input: BillingSourceVisibilityInput
+): boolean {
+  if (input.isAdmin) {
+    return (input.plans ?? []).some((record) => record.plan?.enabled === true)
+  }
+  return (input.subscriptions?.length ?? 0) > 0
+}
diff --git a/web/src/features/usage-logs/lib/columns.ts b/web/src/features/usage-logs/lib/columns.ts
index e840859..4aaec47 100644
--- a/web/src/features/usage-logs/lib/columns.ts
+++ b/web/src/features/usage-logs/lib/columns.ts
@@ -34,10 +34,10 @@ export function useColumnsByCategory(
   logCategory: LogCategory,
   isAdmin: boolean,
   isRoot: boolean,
-  showWalletSource = false
+  showBillingSource = false
   // eslint-disable-next-line @typescript-eslint/no-explicit-any
 ): ColumnDef<any>[] {
-  const commonColumns = useCommonLogsColumns(isAdmin, isRoot, showWalletSource)
+  const commonColumns = useCommonLogsColumns(isAdmin, isRoot, showBillingSource)
   const drawingColumns = useDrawingLogsColumns(isAdmin)
   const taskColumns = useTaskLogsColumns(isAdmin, isRoot)
 
diff --git a/web/src/features/usage-logs/lib/export.ts b/web/src/features/usage-logs/lib/export.ts
new file mode 100644
index 0000000..35a2f49
--- /dev/null
+++ b/web/src/features/usage-logs/lib/export.ts
@@ -0,0 +1,123 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { formatLogQuota, formatTimestampToDate } from '@/lib/format'
+
+import type { UsageLog } from '../data/schema'
+import { logTokenName, parseLogOther, renderLogContent } from './format'
+import {
+  getLogTypeConfig,
+  isDisplayableLogType,
+  isTimingLogType,
+} from './utils'
+
+type Translate = (key: string, options?: Record<string, unknown>) => string
+
+/**
+ * Column titles of the exported log file. User and channel columns are only
+ * in the administrator view, matching the log table.
+ */
+export function getLogCsvHeader(isAdmin: boolean, t: Translate): string[] {
+  return [
+    t('Time'),
+    t('Type'),
+    ...(isAdmin ? [t('User')] : []),
+    t('Token'),
+    t('Group'),
+    t('Model'),
+    ...(isAdmin ? [t('Channel')] : []),
+    t('Stream'),
+    t('Input Tokens'),
+    t('Output Tokens'),
+    t('Cache Read'),
+    t('Cache Write'),
+    t('Cost'),
+    t('Duration'),
+    t('IP'),
+    t('Request ID'),
+    t('Details'),
+  ]
+}
+
+/** One log as the cells under getLogCsvHeader, shown as in the log table. */
+export function getLogCsvRow(
+  log: UsageLog,
+  isAdmin: boolean,
+  t: Translate
+): string[] {
+  const other = parseLogOther(log.other ?? '')
+  const usage = isDisplayableLogType(log.type)
+  const cacheWrite =
+    (other?.cache_creation_tokens_5m ?? 0) +
+      (other?.cache_creation_tokens_1h ?? 0) ||
+    other?.cache_creation_tokens ||
+    0
+  let channel = ''
+  if (log.channel) {
+    channel = log.channel_name
+      ? `#${log.channel} ${log.channel_name}`
+      : `#${log.channel}`
+  }
+  return [
+    formatTimestampToDate(log.created_at),
+    t(getLogTypeConfig(log.type).label),
+    ...(isAdmin ? [log.username ?? ''] : []),
+    logTokenName(log, t),
+    log.group ?? '',
+    log.model_name ?? '',
+    ...(isAdmin ? [channel] : []),
+    usage ? t(log.is_stream ? 'Yes' : 'No') : '',
+    usage ? String(log.prompt_tokens ?? 0) : '',
+    usage ? String(log.completion_tokens ?? 0) : '',
+    usage ? String(other?.cache_tokens ?? 0) : '',
+    usage ? String(cacheWrite) : '',
+    usage ? formatLogQuota(log.quota ?? 0) : '',
+    isTimingLogType(log.type) ? `${log.use_time ?? 0}s` : '',
+    log.ip ?? '',
+    log.request_id ?? '',
+    renderLogContent(other, t) ?? log.content ?? '',
+  ]
+}
+
+/**
+ * A CSV line with every cell quoted. Text a spreadsheet would run as a
+ * formula gets a leading apostrophe, since logs carry user-entered names.
+ */
+export function toCsvLine(cells: string[]): string {
+  const quoted = cells.map((cell) => {
+    const text =
+      /^[=+\-@\t\r]/.test(cell) && !/^-?\d+(\.\d+)?$/.test(cell)
+        ? `'${cell}`
+        : cell
+    return `"${text.replaceAll('"', '""')}"`
+  })
+  return `${quoted.join(',')}\r\n`
+}
+
+/** Save CSV lines as a UTF-8 file that spreadsheet apps open correctly. */
+export function downloadCsv(filename: string, lines: string[]): void {
+  const blob = new Blob(['\uFEFF', ...lines], {
+    type: 'text/csv;charset=utf-8',
+  })
+  const url = URL.createObjectURL(blob)
+  const anchor = document.createElement('a')
+  anchor.href = url
+  anchor.download = filename
+  anchor.click()
+  URL.revokeObjectURL(url)
+}
diff --git a/web/src/features/usage-logs/lib/format.ts b/web/src/features/usage-logs/lib/format.ts
index 28dde79..66bf185 100644
--- a/web/src/features/usage-logs/lib/format.ts
+++ b/web/src/features/usage-logs/lib/format.ts
@@ -24,6 +24,7 @@ import {
   splitBillingExprAndRequestRules,
   type ParsedTier,
 } from '@/features/pricing/lib/billing-expr'
+import { translateServerText } from '@/lib/server-error-message'
 
 import type { UsageLog } from '../data/schema'
 import type { LogOtherData } from '../types'
@@ -461,8 +462,10 @@ const AUDIT_TEMPLATES: Record<string, string> = {
   'token.delete_batch': 'API token batch deletion',
   'token.key_view': 'API token key access',
   'token.key_view_batch': 'API token batch key access',
-  'access_token.generate': 'Generated a system access token',
-  'access_token.revoke': 'Revoked the system access token',
+  'access_token.generate': 'Created an access token',
+  'access_token.revoke': 'Revoked an access token',
+  'access_token.rename': 'Renamed an access token',
+  'access_token.update': 'Changed access token permissions',
   'user.2fa_setup': 'Started two-factor authentication setup',
   'user.2fa_enable': 'Enabled two-factor authentication',
   'user.2fa_disable_self': 'Disabled two-factor authentication',
@@ -560,6 +563,8 @@ const AUDIT_TEMPLATES: Record<string, string> = {
   'subscription.plan_create': 'Created a subscription plan',
   'subscription.plan_update': 'Updated a subscription plan',
   'subscription.bind': 'Bound a subscription',
+  'subscription.user_quota_reset':
+    'Administrator reset the quota of subscription plan {{plan_title}} (ID: {{plan_id}})',
   // Logs
   'log.clear': 'Cleared historical logs',
   'log.cleanup_start': 'Log cleanup task started.',
@@ -567,6 +572,34 @@ const AUDIT_TEMPLATES: Record<string, string> = {
   generic: '{{method}} {{route}}',
 }
 
+/**
+ * Render a log's `other.content_parts`, which the backend stores as English
+ * source keys plus params so the text follows the viewer's language. Returns
+ * null for logs written before structured content, letting callers fall back
+ * to the raw `content` field.
+ */
+export function renderLogContent(
+  other: LogOtherData | null | undefined,
+  t: (key: string, opts?: Record<string, unknown>) => string
+): string | null {
+  const parts = other?.content_parts
+  if (!Array.isArray(parts) || parts.length === 0) return null
+  return parts.map((part) => t(part.key, part.params)).join(', ')
+}
+
+/**
+ * The token name to show for a log. A log written without a token, such as a
+ * channel test, carries a name the gateway stored as an English source key.
+ */
+export function logTokenName(
+  log: Pick<UsageLog, 'token_id' | 'token_name'>,
+  t: (key: string, opts?: Record<string, unknown>) => string
+): string {
+  return log.token_id === 0
+    ? translateServerText(t, log.token_name)
+    : log.token_name
+}
+
 /**
  * Render the localized content of an operation log from its structured
  * `other.op` descriptor. Returns null when the log has no recognized action,
diff --git a/web/src/features/usage-logs/lib/index.ts b/web/src/features/usage-logs/lib/index.ts
index 1ea7488..cdf22ac 100644
--- a/web/src/features/usage-logs/lib/index.ts
+++ b/web/src/features/usage-logs/lib/index.ts
@@ -31,6 +31,9 @@ export {
   isViolationFeeLog,
 } from './format'
 
+// Response model diagnostics
+export { isResponseModelMismatch } from './response-model'
+
 // Filter utilities
 export { buildSearchParams, getLogCategoryLabel } from './filter'
 
diff --git a/web/src/features/usage-logs/lib/response-model.ts b/web/src/features/usage-logs/lib/response-model.ts
new file mode 100644
index 0000000..c2a7dff
--- /dev/null
+++ b/web/src/features/usage-logs/lib/response-model.ts
@@ -0,0 +1,54 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import type { LogOtherData } from '../types'
+
+export type ResponseModelObservation = NonNullable<
+  LogOtherData['response_model']
+>
+
+/**
+ * Decide whether an upstream response model deserves a mismatch warning.
+ *
+ * Mirrors relay/common/response_model.go: ignoring case, the returned name is
+ * compatible when it starts with the requested or upstream model (dated
+ * versions, variants) or ends with it (provider paths such as
+ * "deepseek/deepseek-v4.1-flash"). Nothing is stored; every row is judged
+ * with the current rule.
+ */
+export function isResponseModelMismatch(
+  observation: ResponseModelObservation | undefined
+): boolean {
+  if (!observation) return false
+  if (observation.requested_model === 'gpt-6-astra') {
+    return (observation.returned_model ?? '').trim() !== '' && observation.returned_model.trim() !== 'gpt-6-astra'
+  }
+  const returned = (observation.returned_model ?? '').toLowerCase()
+  if (returned.trim() === '') return false
+  for (const candidate of [
+    observation.requested_model,
+    observation.upstream_model,
+  ]) {
+    const expected = (candidate ?? '').toLowerCase()
+    if (expected === '') continue
+    if (returned.startsWith(expected) || returned.endsWith(expected)) {
+      return false
+    }
+  }
+  return true
+}
diff --git a/web/src/features/usage-logs/lib/task-artifacts.ts b/web/src/features/usage-logs/lib/task-artifacts.ts
index abf325d..e544b69 100644
--- a/web/src/features/usage-logs/lib/task-artifacts.ts
+++ b/web/src/features/usage-logs/lib/task-artifacts.ts
@@ -18,6 +18,7 @@ For commercial licensing, please contact support@quantumnous.com
 */
 import { TASK_STATUS } from '../constants'
 import type {
+  AudioClip,
   TaskArtifact,
   TaskArtifactProjection,
   TaskArtifactsResponse,
@@ -31,7 +32,12 @@ const taskArtifactContentPathPattern =
   /\/v1\/tasks\/[^/]+\/artifacts\/[^/]+\/content$/
 const taskArtifactAccessTokenPattern = /^[A-Za-z0-9_-]{43}$/
 const maxTaskArtifacts = 64
-export type TaskPreviewMode = 'plugin' | 'legacy-suno' | 'legacy-video' | 'none'
+export type TaskPreviewMode =
+  | 'plugin'
+  | 'legacy-suno'
+  | 'legacy-video'
+  | 'discarded'
+  | 'none'
 
 export class TaskArtifactApiError extends Error {
   constructor(
@@ -132,6 +138,28 @@ function parseTaskArtifact(value: unknown): TaskArtifact {
   return artifact
 }
 
+// Legacy Suno tasks persisted their clip list as an array or as a JSON string
+// holding one. Only clips with an audio URL can be previewed.
+export function parseLegacyAudioClips(data: unknown): AudioClip[] {
+  let values: unknown[] = []
+  if (Array.isArray(data)) {
+    values = data
+  } else if (typeof data === 'string') {
+    try {
+      const parsed = JSON.parse(data)
+      values = Array.isArray(parsed) ? parsed : []
+    } catch {
+      return []
+    }
+  }
+  return values
+    .filter(
+      (value): value is AudioClip =>
+        isRecord(value) && typeof value.audio_url === 'string'
+    )
+    .slice(0, maxTaskArtifacts)
+}
+
 export function parseTaskArtifactsResponse(
   response: TaskArtifactsResponse
 ): TaskArtifactProjection {
@@ -165,6 +193,11 @@ export function parseTaskArtifactsResponse(
       response.data.legacy_content_url
     )
   }
+  if (response.data?.legacy_audio_clips != null) {
+    projection.legacyAudioClips = parseLegacyAudioClips(
+      response.data.legacy_audio_clips
+    )
+  }
   return projection
 }
 
@@ -172,7 +205,11 @@ export function shouldLoadTaskArtifacts(
   log: TaskLog,
   dialogOpen: boolean
 ): boolean {
-  return dialogOpen && log.status === TASK_STATUS.SUCCESS
+  return (
+    dialogOpen &&
+    log.status === TASK_STATUS.SUCCESS &&
+    log.result_discarded !== true
+  )
 }
 
 export function resolveTaskPreviewMode(
@@ -180,6 +217,9 @@ export function resolveTaskPreviewMode(
   hasProjectedArtifacts = false
 ): TaskPreviewMode {
   if (log.status !== TASK_STATUS.SUCCESS) return 'none'
+  // A synchronous result was returned inline and never persisted; there is
+  // nothing to project, so the viewer explains that instead of opening.
+  if (log.result_discarded === true) return 'discarded'
   if (hasProjectedArtifacts) return 'plugin'
   if (log.admin_info?.task_plugin) return 'plugin'
   if (log.platform === 'suno') return 'legacy-suno'
diff --git a/web/src/features/usage-logs/types.ts b/web/src/features/usage-logs/types.ts
index 5e6f3ad..69b91b3 100644
--- a/web/src/features/usage-logs/types.ts
+++ b/web/src/features/usage-logs/types.ts
@@ -185,6 +185,12 @@ export interface LogOtherData {
     upstream_task_id?: string
     node_name?: string
   }
+  // Structured log content: English source keys plus params, rendered in the
+  // viewer's language. `content` keeps the English text for older clients.
+  content_parts?: {
+    key: string
+    params?: Record<string, string | number | boolean>
+  }[]
   // Language-independent operation descriptor (audit/login logs).
   // Frontend renders localized content from action + params via i18n templates.
   op?: {
@@ -229,11 +235,12 @@ export interface LogOtherData {
   cache_creation_ratio_1h?: number
   is_model_mapped?: boolean
   upstream_model_name?: string
+  // Diagnostic only. Whether the names disagree is derived in the UI via
+  // isResponseModelMismatch so old rows follow the current comparison rule.
   response_model?: {
     requested_model: string
     upstream_model: string
     returned_model: string
-    mismatch: boolean
   }
   model_guard_result?: 'confirmation_timeout' | 'missing_model' | 'confirmation_buffer_limit' | 'model_mismatch'
   audio_ratio?: number
@@ -286,6 +293,11 @@ export interface LogOtherData {
   fee_quota?: number
   // Task-related fields (for refund logs, type=6)
   is_task?: boolean
+  // The submitting request returned the task result itself (an immediate
+  // result, or an OpenAI Images request the gateway waited on).
+  task_sync?: boolean
+  // The inline result was not persisted, so no artifact can be retrieved.
+  result_discarded?: boolean
   task_id?: string
   reason?: string
   // Subscription billing fields
@@ -362,6 +374,9 @@ export interface TaskLog {
     origin_model_name?: string
   }
   legacy_video_available?: boolean
+  // A synchronous result returned inline and never persisted; artifact
+  // retrieval is not offered for it.
+  result_discarded?: boolean
   fail_reason?: string
   status: string // NOT_START, SUBMITTED, IN_PROGRESS, SUCCESS, FAILURE, QUEUED, UNKNOWN
   admin_info?: {
@@ -406,9 +421,25 @@ export interface TaskArtifact {
   content_url: string
 }
 
+export interface AudioClip {
+  clip_id?: string
+  id?: string
+  title?: string
+  tags?: string
+  duration?: number
+  audio_url?: string
+  image_url?: string
+  image_large_url?: string
+  metadata?: {
+    tags?: string
+    duration?: number
+  }
+}
+
 export interface TaskArtifactProjection {
   artifacts: TaskArtifact[]
   legacyContentUrl?: string
+  legacyAudioClips?: AudioClip[]
 }
 
 export interface TaskArtifactsResponse {
@@ -418,6 +449,7 @@ export interface TaskArtifactsResponse {
   data?: {
     artifacts?: unknown
     legacy_content_url?: unknown
+    legacy_audio_clips?: unknown
   }
 }
 
diff --git a/web/src/features/users/api.ts b/web/src/features/users/api.ts
index 6d5ea23..4f1e8c2 100644
--- a/web/src/features/users/api.ts
+++ b/web/src/features/users/api.ts
@@ -16,6 +16,8 @@ along with this program. If not, see <https://www.gnu.org/licenses/>.
 
 For commercial licensing, please contact support@quantumnous.com
 */
+import type { AxiosRequestConfig } from 'axios'
+
 import type { PermissionCatalog } from '@/lib/admin-permissions'
 import { api } from '@/lib/api'
 import type { CustomOAuthBinding } from '@/lib/oauth'
@@ -32,6 +34,16 @@ import type {
   ApiResponse,
 } from './types'
 
+// A step-up proof is single-use, so the request carrying it must never be
+// replayed by the auth-refresh interceptor; it refreshes first instead.
+function securityProofConfig(proofToken?: string): AxiosRequestConfig {
+  if (!proofToken) return {}
+  return {
+    headers: { 'X-Security-Proof': proofToken },
+    singleUseAuthorization: true,
+  }
+}
+
 // ============================================================================
 // User Management APIs
 // ============================================================================
@@ -92,41 +104,61 @@ export async function getUser(id: number): Promise<ApiResponse<User>> {
 }
 
 /**
- * Create a new user
+ * Create a new user. Creating an administrator requires an
+ * `admin.user.create` proof.
  */
 export async function createUser(
-  data: UserFormData
+  data: UserFormData,
+  proofToken?: string
 ): Promise<ApiResponse<User>> {
-  const res = await api.post('/api/user/', data)
+  const res = await api.post(
+    '/api/user/',
+    data,
+    securityProofConfig(proofToken)
+  )
   return res.data
 }
 
 /**
- * Update an existing user
+ * Update an existing user. Changing the password or the admin permission
+ * matrix requires an `admin.user.update` proof.
  */
 export async function updateUser(
-  data: UserFormData & { id: number }
+  data: UserFormData & { id: number },
+  proofToken?: string
 ): Promise<ApiResponse<Partial<User>>> {
-  const res = await api.put('/api/user/', data)
+  const res = await api.put('/api/user/', data, securityProofConfig(proofToken))
   return res.data
 }
 
 /**
- * Delete a single user (hard delete)
+ * Delete a single user (hard delete); requires an `admin.user.delete` proof
  */
-export async function deleteUser(id: number): Promise<ApiResponse> {
-  const res = await api.delete(`/api/user/${id}/`)
+export async function deleteUser(
+  id: number,
+  proofToken: string
+): Promise<ApiResponse> {
+  const res = await api.delete(
+    `/api/user/${id}/`,
+    securityProofConfig(proofToken)
+  )
   return res.data
 }
 
 /**
- * Manage user (promote, demote, enable, disable, delete)
+ * Manage user (promote, demote, enable, disable, delete); requires an
+ * `admin.user.manage` proof (`admin.user.delete` for deletion)
  */
 export async function manageUser(
   id: number,
-  action: ManageUserAction
+  action: ManageUserAction,
+  proofToken: string
 ): Promise<ApiResponse<Partial<User>>> {
-  const res = await api.post('/api/user/manage', { id, action })
+  const res = await api.post(
+    '/api/user/manage',
+    { id, action },
+    securityProofConfig(proofToken)
+  )
   return res.data
 }
 
@@ -141,18 +173,31 @@ export async function adjustUserQuota(
 }
 
 /**
- * Reset user's Passkey registration
+ * Reset user's Passkey registration; requires an `admin.user.passkey.reset` proof
  */
-export async function resetUserPasskey(id: number): Promise<ApiResponse> {
-  const res = await api.delete(`/api/user/${id}/reset_passkey`)
+export async function resetUserPasskey(
+  id: number,
+  proofToken: string
+): Promise<ApiResponse> {
+  const res = await api.delete(
+    `/api/user/${id}/reset_passkey`,
+    securityProofConfig(proofToken)
+  )
   return res.data
 }
 
 /**
- * Reset user's Two-Factor Authentication setup
+ * Reset user's Two-Factor Authentication setup; requires an
+ * `admin.user.2fa.disable` proof
  */
-export async function resetUserTwoFA(id: number): Promise<ApiResponse> {
-  const res = await api.delete(`/api/user/${id}/2fa`)
+export async function resetUserTwoFA(
+  id: number,
+  proofToken: string
+): Promise<ApiResponse> {
+  const res = await api.delete(
+    `/api/user/${id}/2fa`,
+    securityProofConfig(proofToken)
+  )
   return res.data
 }
 
@@ -192,25 +237,33 @@ export async function getUserOAuthBindings(
 }
 
 /**
- * Clear a user's built-in binding (admin)
+ * Clear a user's built-in binding (admin); requires an
+ * `admin.user.binding.clear` proof bound to the binding type
  */
 export async function adminClearUserBinding(
   userId: number,
-  bindingType: string
+  bindingType: string,
+  proofToken: string
 ): Promise<ApiResponse> {
-  const res = await api.delete(`/api/user/${userId}/bindings/${bindingType}`)
+  const res = await api.delete(
+    `/api/user/${userId}/bindings/${bindingType}`,
+    securityProofConfig(proofToken)
+  )
   return res.data
 }
 
 /**
- * Unbind custom OAuth for a user (admin)
+ * Unbind custom OAuth for a user (admin); requires an
+ * `admin.user.binding.clear` proof bound to the provider ID
  */
 export async function adminUnbindCustomOAuth(
   userId: number,
-  providerId: number
+  providerId: number,
+  proofToken: string
 ): Promise<ApiResponse> {
   const res = await api.delete(
-    `/api/user/${userId}/oauth/bindings/${providerId}`
+    `/api/user/${userId}/oauth/bindings/${providerId}`,
+    securityProofConfig(proofToken)
   )
   return res.data
 }
diff --git a/web/src/features/users/components/__tests__/group-filter.test.tsx b/web/src/features/users/components/__tests__/group-filter.test.tsx
new file mode 100644
index 0000000..10a11b2
--- /dev/null
+++ b/web/src/features/users/components/__tests__/group-filter.test.tsx
@@ -0,0 +1,154 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { QueryClient, QueryClientProvider } from '@tanstack/react-query'
+import {
+  createMemoryHistory,
+  createRootRoute,
+  createRoute,
+  createRouter,
+  RouterProvider,
+} from '@tanstack/react-router'
+import { render, screen, waitFor } from '@testing-library/react'
+import userEvent from '@testing-library/user-event'
+import { afterEach, beforeEach, expect, it, vi } from 'vitest'
+
+import { TooltipProvider } from '@/components/ui/tooltip'
+import { api } from '@/lib/api'
+import { Route as UsersRoute } from '@/routes/_authenticated/users/index'
+import { useAuthStore } from '@/stores/auth-store'
+
+import { UsersProvider } from '../users-provider'
+import { UsersTable } from '../users-table'
+
+const clients: QueryClient[] = []
+const premiumSearchUrl =
+  '/api/user/search?keyword=&group=premium&p=1&page_size=20'
+
+beforeEach(() => {
+  vi.spyOn(window, 'scrollTo').mockImplementation(() => {})
+  localStorage.clear()
+  useAuthStore.getState().auth.setUser({ id: 1, username: 'admin', role: 100 })
+})
+
+afterEach(() => {
+  clients.splice(0).forEach((client) => client.clear())
+  localStorage.clear()
+  useAuthStore.getState().auth.reset()
+})
+
+async function renderUsers(initialEntry = '/users/') {
+  const get = vi.spyOn(api, 'get').mockImplementation(async (url) => {
+    if (url === '/api/group/') {
+      return { data: { success: true, data: ['default', 'premium'] } }
+    }
+    return {
+      data: {
+        success: true,
+        data: {
+          items: [
+            {
+              id: 2,
+              username: 'premium-user',
+              display_name: '',
+              role: 1,
+              status: 1,
+              quota: 0,
+              used_quota: 0,
+              request_count: 0,
+              group: 'premium',
+            },
+          ],
+          total: 1,
+        },
+      },
+    }
+  })
+  const root = createRootRoute()
+  const auth = createRoute({ getParentRoute: () => root, id: '_authenticated' })
+  const users = createRoute({
+    getParentRoute: () => auth,
+    path: 'users/',
+    validateSearch: UsersRoute.options.validateSearch,
+    component: () => (
+      <TooltipProvider>
+        <UsersProvider>
+          <UsersTable />
+        </UsersProvider>
+      </TooltipProvider>
+    ),
+  })
+  const router = createRouter({
+    routeTree: root.addChildren([auth.addChildren([users])]),
+    history: createMemoryHistory({ initialEntries: [initialEntry] }),
+  })
+  const client = new QueryClient({
+    defaultOptions: { queries: { retry: false } },
+  })
+  clients.push(client)
+  await router.load()
+  render(
+    <QueryClientProvider client={client}>
+      <RouterProvider router={router} />
+    </QueryClientProvider>
+  )
+  await screen.findByText('premium-user')
+  return { get, router }
+}
+
+// The User Group column header is a sort menu with the same name; the
+// filter chip is the one that opens a dialog.
+function getGroupFilterTrigger() {
+  const trigger = screen
+    .getAllByRole('button', { name: /^User Group/ })
+    .find((button) => button.getAttribute('aria-haspopup') === 'dialog')
+  expect(trigger).toBeDefined()
+  return trigger as HTMLElement
+}
+
+it('searches only the selected user group and lists all users again after the filter is cleared', async () => {
+  const user = userEvent.setup()
+  const { get, router } = await renderUsers()
+  expect(get).toHaveBeenCalledWith('/api/user/', {
+    params: { p: 1, page_size: 20 },
+  })
+
+  await user.click(getGroupFilterTrigger())
+  await user.click(await screen.findByRole('option', { name: /^premium/ }))
+
+  await waitFor(() => expect(get).toHaveBeenLastCalledWith(premiumSearchUrl))
+  expect(router.state.location.search).toMatchObject({ group: ['premium'] })
+  expect(getGroupFilterTrigger()).toHaveTextContent('premium')
+
+  await user.click(screen.getByRole('option', { name: 'Clear filters' }))
+
+  await waitFor(() =>
+    expect(get).toHaveBeenLastCalledWith('/api/user/', {
+      params: { p: 1, page_size: 20 },
+    })
+  )
+  expect(router.state.location.search).not.toHaveProperty('group')
+})
+
+it('restores the user group filter from the page URL on load', async () => {
+  const { get } = await renderUsers('/users/?group=%5B%22premium%22%5D')
+
+  expect(get).toHaveBeenCalledWith(premiumSearchUrl)
+  expect(get).not.toHaveBeenCalledWith('/api/user/', expect.anything())
+  expect(getGroupFilterTrigger()).toHaveTextContent('premium')
+})
diff --git a/web/src/features/users/components/__tests__/permissions.test.tsx b/web/src/features/users/components/__tests__/permissions.test.tsx
index 9369037..836342b 100644
--- a/web/src/features/users/components/__tests__/permissions.test.tsx
+++ b/web/src/features/users/components/__tests__/permissions.test.tsx
@@ -47,7 +47,7 @@ function renderPermissions(viewerRole: number, allowed?: boolean) {
   useAuthStore
     .getState()
     .auth.setUser({ id: 1, username: 'operator', role: viewerRole })
-  vi.spyOn(api, 'get').mockImplementation(async (url) => {
+  const get = vi.spyOn(api, 'get').mockImplementation(async (url) => {
     if (url === '/api/authz/catalog') {
       return {
         data: {
@@ -74,6 +74,19 @@ function renderPermissions(viewerRole: number, allowed?: boolean) {
     if (url === '/api/group/') {
       return { data: { success: true, data: ['default'] } }
     }
+    if (url === '/api/verify/methods') {
+      return {
+        data: {
+          success: true,
+          data: {
+            scope: 'admin.user.update',
+            methods: [{ method: '2fa', available: true }],
+            oauth_providers: [],
+            password_encryption_enabled: false,
+          },
+        },
+      }
+    }
     return {
       data: {
         success: true,
@@ -88,7 +101,7 @@ function renderPermissions(viewerRole: number, allowed?: boolean) {
   const client = new QueryClient({
     defaultOptions: { queries: { retry: false } },
   })
-  return render(
+  render(
     <QueryClientProvider client={client}>
       <UsersProvider>
         <UsersMutateDrawer
@@ -99,6 +112,7 @@ function renderPermissions(viewerRole: number, allowed?: boolean) {
       </UsersProvider>
     </QueryClientProvider>
   )
+  return get
 }
 
 afterEach(() => {
@@ -108,38 +122,76 @@ afterEach(() => {
 })
 
 it.each([undefined, true])(
-  'root can save an audit grant or revocation from the existing editor (previous=%s)',
+  'root can save an audit grant or revocation after step-up verification (previous=%s)',
   async (allowed) => {
     const put = vi
       .spyOn(api, 'put')
       .mockResolvedValue({ data: { success: true } })
+    vi.spyOn(api, 'post').mockResolvedValue({
+      data: {
+        success: true,
+        data: {
+          proof_token: 'update-proof',
+          method: '2fa',
+          scope: 'admin.user.update',
+          expires_at: Math.floor(Date.now() / 1000) + 60,
+        },
+      },
+    })
     renderPermissions(100, allowed)
     await screen.findByDisplayValue('Managed admin')
-    const checkbox = await screen.findByRole('checkbox', {
-      name: new RegExp(label),
-    })
+    const toggle = await screen.findByRole('button', { name: label })
     await waitFor(() =>
-      expect(checkbox).toHaveAttribute('aria-checked', String(!!allowed))
+      expect(toggle).toHaveAttribute('aria-pressed', String(!!allowed))
     )
-    expect(screen.getByText(description)).toBeVisible()
-    await userEvent.click(checkbox)
+    expect(toggle).toHaveAccessibleDescription(description)
+    await userEvent.click(toggle)
     await userEvent.click(screen.getByRole('button', { name: 'Save changes' }))
+    // The permission matrix changed, so the save waits for verification.
+    expect(put).not.toHaveBeenCalled()
+    await userEvent.type(
+      await screen.findByLabelText('Authenticator code or backup code'),
+      '123456'
+    )
+    await userEvent.click(screen.getByRole('button', { name: 'Verify' }))
     await waitFor(() =>
       expect(put).toHaveBeenCalledWith(
         '/api/user/',
         expect.objectContaining({
           id: 2,
           admin_permissions: { audit: { read: !allowed } },
+        }),
+        expect.objectContaining({
+          headers: { 'X-Security-Proof': 'update-proof' },
+          singleUseAuthorization: true,
         })
       )
     )
   }
 )
 
+it('root saving an administrator without changing permissions or password does not verify', async () => {
+  const put = vi
+    .spyOn(api, 'put')
+    .mockResolvedValue({ data: { success: true } })
+  const get = renderPermissions(100, true)
+  const displayName = await screen.findByDisplayValue('Managed admin')
+  await userEvent.clear(displayName)
+  await userEvent.type(displayName, 'Renamed admin')
+  await userEvent.click(screen.getByRole('button', { name: 'Save changes' }))
+  await waitFor(() =>
+    expect(put).toHaveBeenCalledWith(
+      '/api/user/',
+      expect.objectContaining({ id: 2, display_name: 'Renamed admin' }),
+      {}
+    )
+  )
+  expect(put.mock.calls[0][1]).not.toHaveProperty('admin_permissions')
+  expect(get).not.toHaveBeenCalledWith('/api/verify/methods', expect.anything())
+})
+
 it('admin cannot edit the audit permission even when the catalog is available', async () => {
   renderPermissions(10)
   await screen.findByDisplayValue('Managed admin')
-  expect(
-    screen.queryByRole('checkbox', { name: new RegExp(label) })
-  ).not.toBeInTheDocument()
+  expect(screen.queryByRole('button', { name: label })).not.toBeInTheDocument()
 })
diff --git a/web/src/features/users/components/__tests__/quota-display.test.tsx b/web/src/features/users/components/__tests__/quota-display.test.tsx
index 8b48629..9b722ee 100644
--- a/web/src/features/users/components/__tests__/quota-display.test.tsx
+++ b/web/src/features/users/components/__tests__/quota-display.test.tsx
@@ -256,7 +256,7 @@ function UsersPage() {
 
 async function renderUsersList(emptyInvitation = false) {
   useAuthStore.getState().auth.setUser({ id: 1, username: 'admin', role: 100 })
-  const get = vi.spyOn(api, 'get').mockResolvedValue({
+  const usersResponse = {
     data: {
       success: true,
       data: {
@@ -281,7 +281,14 @@ async function renderUsersList(emptyInvitation = false) {
         total: 1,
       },
     },
-  })
+  }
+  const get = vi
+    .spyOn(api, 'get')
+    .mockImplementation(async (url) =>
+      url === '/api/group/'
+        ? { data: { success: true, data: ['default'] } }
+        : usersResponse
+    )
   const root = createRootRoute()
   const auth = createRoute({ getParentRoute: () => root, id: '_authenticated' })
   const users = createRoute({
diff --git a/web/src/features/users/components/__tests__/step-up-verification.test.tsx b/web/src/features/users/components/__tests__/step-up-verification.test.tsx
new file mode 100644
index 0000000..a4c29aa
--- /dev/null
+++ b/web/src/features/users/components/__tests__/step-up-verification.test.tsx
@@ -0,0 +1,200 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { QueryClient, QueryClientProvider } from '@tanstack/react-query'
+import type { Row } from '@tanstack/react-table'
+import { cleanup, render, screen, waitFor } from '@testing-library/react'
+import userEvent from '@testing-library/user-event'
+import { useEffect } from 'react'
+import { afterEach, expect, it, vi } from 'vitest'
+
+import { api } from '@/lib/api'
+
+import type { User } from '../../types'
+import { DataTableRowActions } from '../data-table-row-actions'
+import { UsersDeleteDialog } from '../users-delete-dialog'
+import { UsersProvider, useUsers } from '../users-provider'
+
+const target: User = {
+  id: 2,
+  username: 'managed-user',
+  display_name: 'Managed user',
+  role: 1,
+  status: 1,
+  quota: 0,
+  used_quota: 0,
+  request_count: 0,
+  group: 'default',
+}
+
+function mockVerification(scope: string, proofToken: string) {
+  vi.spyOn(api, 'get').mockImplementation(async (url) => {
+    if (url === '/api/verify/methods') {
+      return {
+        data: {
+          success: true,
+          data: {
+            scope,
+            methods: [{ method: '2fa', available: true }],
+            oauth_providers: [],
+            password_encryption_enabled: false,
+          },
+        },
+      }
+    }
+    return { data: { success: true, data: [] } }
+  })
+  return {
+    data: {
+      success: true,
+      data: {
+        proof_token: proofToken,
+        method: '2fa',
+        scope,
+        expires_at: Math.floor(Date.now() / 1000) + 60,
+      },
+    },
+  }
+}
+
+function OpenDeleteDialog() {
+  const users = useUsers()
+  useEffect(() => {
+    users.setCurrentRow(target)
+    users.setOpen('delete')
+    // The harness only seeds provider state once on mount.
+    // eslint-disable-next-line react-hooks/exhaustive-deps
+  }, [])
+  return null
+}
+
+function renderInProvider(children: React.ReactNode) {
+  const client = new QueryClient({
+    defaultOptions: { queries: { retry: false } },
+  })
+  return render(
+    <QueryClientProvider client={client}>
+      <UsersProvider>{children}</UsersProvider>
+    </QueryClientProvider>
+  )
+}
+
+async function completeTwoFactorVerification() {
+  await userEvent.type(
+    await screen.findByLabelText('Authenticator code or backup code'),
+    '123456'
+  )
+  await userEvent.click(screen.getByRole('button', { name: 'Verify' }))
+}
+
+afterEach(() => {
+  cleanup()
+  vi.restoreAllMocks()
+})
+
+it('deleting a user sends the request only with a single-use proof for that user', async () => {
+  const proof = mockVerification('admin.user.delete', 'delete-proof')
+  const post = vi.spyOn(api, 'post').mockResolvedValue(proof)
+  const del = vi
+    .spyOn(api, 'delete')
+    .mockResolvedValue({ data: { success: true } })
+  renderInProvider(
+    <>
+      <OpenDeleteDialog />
+      <UsersDeleteDialog />
+    </>
+  )
+  await userEvent.click(await screen.findByRole('button', { name: 'Delete' }))
+  await screen.findByLabelText('Authenticator code or backup code')
+  expect(screen.queryByRole('alertdialog')).not.toBeInTheDocument()
+  expect(del).not.toHaveBeenCalled()
+  await completeTwoFactorVerification()
+  await waitFor(() =>
+    expect(del).toHaveBeenCalledWith(
+      '/api/user/2/',
+      expect.objectContaining({
+        headers: { 'X-Security-Proof': 'delete-proof' },
+        singleUseAuthorization: true,
+      })
+    )
+  )
+  expect(post).toHaveBeenCalledWith(
+    '/api/verify',
+    expect.objectContaining({
+      scope: 'admin.user.delete',
+      context: { user_id: 2 },
+    }),
+    expect.anything()
+  )
+})
+
+it('cancelling verification leaves the user untouched and returns to the confirmation', async () => {
+  mockVerification('admin.user.delete', 'delete-proof')
+  const del = vi.spyOn(api, 'delete')
+  renderInProvider(
+    <>
+      <OpenDeleteDialog />
+      <UsersDeleteDialog />
+    </>
+  )
+  await userEvent.click(await screen.findByRole('button', { name: 'Delete' }))
+  await screen.findByLabelText('Authenticator code or backup code')
+  await userEvent.keyboard('{Escape}')
+  await screen.findByRole('alertdialog')
+  expect(del).not.toHaveBeenCalled()
+})
+
+it('disabling a user from the row menu binds the proof to the user and action', async () => {
+  const proof = mockVerification('admin.user.manage', 'manage-proof')
+  const post = vi.spyOn(api, 'post').mockImplementation(async (url) => {
+    if (url === '/api/verify') return proof
+    if (url === '/api/user/manage') return { data: { success: true } }
+    throw new Error(`Unexpected POST ${url}`)
+  })
+  renderInProvider(
+    <DataTableRowActions row={{ original: target } as Row<User>} />
+  )
+  await userEvent.click(screen.getByRole('button', { name: 'Open menu' }))
+  await userEvent.click(
+    await screen.findByRole('menuitem', { name: 'Disable' })
+  )
+  expect(post).not.toHaveBeenCalledWith(
+    '/api/user/manage',
+    expect.anything(),
+    expect.anything()
+  )
+  await completeTwoFactorVerification()
+  await waitFor(() =>
+    expect(post).toHaveBeenCalledWith(
+      '/api/user/manage',
+      { id: 2, action: 'disable' },
+      expect.objectContaining({
+        headers: { 'X-Security-Proof': 'manage-proof' },
+        singleUseAuthorization: true,
+      })
+    )
+  )
+  expect(post).toHaveBeenCalledWith(
+    '/api/verify',
+    expect.objectContaining({
+      scope: 'admin.user.manage',
+      context: { user_id: 2, action: 'disable' },
+    }),
+    expect.anything()
+  )
+})
diff --git a/web/src/features/users/components/data-table-row-actions.tsx b/web/src/features/users/components/data-table-row-actions.tsx
index 6f5c150..d22ff0f 100644
--- a/web/src/features/users/components/data-table-row-actions.tsx
+++ b/web/src/features/users/components/data-table-row-actions.tsx
@@ -46,8 +46,10 @@ import {
   TooltipContent,
   TooltipTrigger,
 } from '@/components/ui/tooltip'
+import type { AdminUserManageAction } from '@/features/auth/secure-verification'
 import { UserSubscriptionsDialog } from '@/features/subscriptions/components/dialogs/user-subscriptions-dialog'
 import { handleServerError } from '@/lib/handle-server-error'
+import { AuthOperationError } from '@/lib/secure-verification'
 
 import { manageUser, resetUserPasskey, resetUserTwoFA } from '../api'
 import {
@@ -57,10 +59,17 @@ import {
   isUserDeleted,
 } from '../constants'
 import { getUserActionMessage } from '../lib'
-import type { User, ManageUserAction } from '../types'
+import type { User } from '../types'
 import { UserBindingDialog } from './dialogs/user-binding-dialog'
 import { useUsers } from './users-provider'
 
+const MANAGE_ACTION_TITLES: Record<AdminUserManageAction, string> = {
+  disable: 'Verify to disable user',
+  enable: 'Verify to enable user',
+  promote: 'Verify to promote user',
+  demote: 'Verify to demote user',
+}
+
 interface DataTableRowActionsProps {
   row: Row<User>
 }
@@ -68,7 +77,13 @@ interface DataTableRowActionsProps {
 export function DataTableRowActions({ row }: DataTableRowActionsProps) {
   const { t } = useTranslation()
   const user = row.original
-  const { setOpen, setCurrentRow, triggerRefresh } = useUsers()
+  const {
+    setOpen,
+    setCurrentRow,
+    triggerRefresh,
+    requestVerification,
+    verificationActive,
+  } = useUsers()
   const [resetPasskeyOpen, setResetPasskeyOpen] = useState(false)
   const [resetTwoFAOpen, setResetTwoFAOpen] = useState(false)
   const [bindingDialogOpen, setBindingDialogOpen] = useState(false)
@@ -84,9 +99,19 @@ export function DataTableRowActions({ row }: DataTableRowActionsProps) {
     setOpen('delete')
   }
 
-  const handleManage = async (action: Exclude<ManageUserAction, 'delete'>) => {
+  const handleManage = async (action: AdminUserManageAction) => {
     try {
-      const result = await manageUser(user.id, action)
+      const proof = await requestVerification({
+        scope: 'admin.user.manage',
+        context: { user_id: user.id, action },
+        title: t(MANAGE_ACTION_TITLES[action]),
+        description: t(
+          'Confirm your identity before changing the account {{username}}.',
+          { username: user.username }
+        ),
+      })
+      if (!proof) return
+      const result = await manageUser(user.id, action, proof.proof_token)
       if (result.success) {
         toast.success(t(getUserActionMessage(action)))
         triggerRefresh()
@@ -94,13 +119,26 @@ export function DataTableRowActions({ row }: DataTableRowActionsProps) {
         handleServerError(result, t('Failed to {{action}} user', { action }))
       }
     } catch (error) {
-      handleServerError(error, t(ERROR_MESSAGES.UNEXPECTED))
+      handleServerError(
+        AuthOperationError.from(error),
+        t(ERROR_MESSAGES.UNEXPECTED)
+      )
     }
   }
 
   const handleResetPasskey = async () => {
     try {
-      const result = await resetUserPasskey(user.id)
+      const proof = await requestVerification({
+        scope: 'admin.user.passkey.reset',
+        context: { user_id: user.id },
+        title: t('Verify to reset Passkey'),
+        description: t(
+          'Confirm your identity before changing the account {{username}}.',
+          { username: user.username }
+        ),
+      })
+      if (!proof) return
+      const result = await resetUserPasskey(user.id, proof.proof_token)
       if (result.success) {
         toast.success(t('Passkey reset successfully'))
         triggerRefresh()
@@ -108,7 +146,10 @@ export function DataTableRowActions({ row }: DataTableRowActionsProps) {
         handleServerError(result, t('Failed to reset Passkey'))
       }
     } catch (error) {
-      handleServerError(error, t(ERROR_MESSAGES.UNEXPECTED))
+      handleServerError(
+        AuthOperationError.from(error),
+        t(ERROR_MESSAGES.UNEXPECTED)
+      )
     } finally {
       setResetPasskeyOpen(false)
     }
@@ -116,7 +157,17 @@ export function DataTableRowActions({ row }: DataTableRowActionsProps) {
 
   const handleResetTwoFA = async () => {
     try {
-      const result = await resetUserTwoFA(user.id)
+      const proof = await requestVerification({
+        scope: 'admin.user.2fa.disable',
+        context: { user_id: user.id },
+        title: t('Verify to reset 2FA'),
+        description: t(
+          'Confirm your identity before changing the account {{username}}.',
+          { username: user.username }
+        ),
+      })
+      if (!proof) return
+      const result = await resetUserTwoFA(user.id, proof.proof_token)
       if (result.success) {
         toast.success(t('Two-factor authentication reset'))
         triggerRefresh()
@@ -124,7 +175,10 @@ export function DataTableRowActions({ row }: DataTableRowActionsProps) {
         handleServerError(result, t('Failed to reset 2FA'))
       }
     } catch (error) {
-      handleServerError(error, t(ERROR_MESSAGES.UNEXPECTED))
+      handleServerError(
+        AuthOperationError.from(error),
+        t(ERROR_MESSAGES.UNEXPECTED)
+      )
     } finally {
       setResetTwoFAOpen(false)
     }
@@ -264,7 +318,7 @@ export function DataTableRowActions({ row }: DataTableRowActionsProps) {
       </DataTableRowActionMenu>
 
       <ConfirmDialog
-        open={resetPasskeyOpen}
+        open={resetPasskeyOpen && !verificationActive}
         onOpenChange={setResetPasskeyOpen}
         title={t('Reset Passkey')}
         desc={t(
@@ -276,7 +330,7 @@ export function DataTableRowActions({ row }: DataTableRowActionsProps) {
       />
 
       <ConfirmDialog
-        open={resetTwoFAOpen}
+        open={resetTwoFAOpen && !verificationActive}
         onOpenChange={setResetTwoFAOpen}
         title={t('Reset Two-Factor Authentication')}
         desc={t(
diff --git a/web/src/features/users/components/dialogs/__tests__/user-binding-dialog.test.tsx b/web/src/features/users/components/dialogs/__tests__/user-binding-dialog.test.tsx
index f5b45b4..4984344 100644
--- a/web/src/features/users/components/dialogs/__tests__/user-binding-dialog.test.tsx
+++ b/web/src/features/users/components/dialogs/__tests__/user-binding-dialog.test.tsx
@@ -40,6 +40,7 @@ import { api } from '@/lib/api'
 import { STATUS_QUERY_KEY } from '@/lib/status-query'
 import { useSystemConfigStore } from '@/stores/system-config-store'
 
+import { UsersProvider } from '../../users-provider'
 import { UserBindingDialog } from '../user-binding-dialog'
 
 /**
@@ -61,19 +62,42 @@ function renderWithQueryClient(
   queryClient = createQueryClient()
 ): ReturnType<typeof render> {
   return render(
-    <QueryClientProvider client={queryClient}>{ui}</QueryClientProvider>
+    <QueryClientProvider client={queryClient}>
+      <UsersProvider>{ui}</UsersProvider>
+    </QueryClientProvider>
   )
 }
 
 type ApiMethod = (url: string) => Promise<{ data: unknown }>
 type MockableApi = {
   get: ApiMethod
+  post: ApiMethod
   delete: ApiMethod
 }
 
 const apiClient = api as unknown as MockableApi
 const originalGet = apiClient.get
+const originalPost = apiClient.post
 const originalDelete = apiClient.delete
+
+const verificationMethods = {
+  data: {
+    success: true,
+    data: {
+      scope: 'admin.user.binding.clear',
+      methods: [{ method: '2fa', available: true }],
+      oauth_providers: [],
+      password_encryption_enabled: false,
+    },
+  },
+}
+
+// Every unbind is gated by the shared step-up ceremony mounted in UsersProvider.
+async function completeUnbindVerification() {
+  const code = await screen.findByLabelText('Authenticator code or backup code')
+  fireEvent.change(code, { target: { value: '123456' } })
+  fireEvent.click(screen.getByRole('button', { name: 'Verify' }))
+}
 const originalGetAnimations = Object.getOwnPropertyDescriptor(
   HTMLElement.prototype,
   'getAnimations'
@@ -92,7 +116,7 @@ const user = {
 }
 
 function findUnbindButton(provider: string): HTMLButtonElement {
-  let container = screen.getByText(provider).parentElement
+  let container = screen.getByText(provider, { selector: 'span' }).parentElement
   while (container && !container.querySelector('button')) {
     container = container.parentElement
   }
@@ -133,6 +157,7 @@ afterEach(() => {
   window.localStorage.clear()
   useSystemConfigStore.setState(useSystemConfigStore.getInitialState(), true)
   apiClient.get = originalGet
+  apiClient.post = originalPost
   apiClient.delete = originalDelete
 })
 
@@ -145,6 +170,8 @@ describe('UserBindingDialog built-in bindings', () => {
           return { data: { success: true, data: user } }
         case '/api/user/7/oauth/bindings':
           return { data: { success: true, data: [] } }
+        case '/api/verify/methods':
+          return verificationMethods
         case '/api/status':
           return {
             data: {
@@ -163,6 +190,20 @@ describe('UserBindingDialog built-in bindings', () => {
           throw new Error(`Unexpected GET ${url}`)
       }
     }
+    apiClient.post = async (url) => {
+      if (url !== '/api/verify') throw new Error(`Unexpected POST ${url}`)
+      return {
+        data: {
+          success: true,
+          data: {
+            proof_token: 'binding-proof',
+            method: '2fa',
+            scope: 'admin.user.binding.clear',
+            expires_at: Math.floor(Date.now() / 1000) + 60,
+          },
+        },
+      }
+    }
     apiClient.delete = async (url) => {
       deletedUrls.push(url)
       return { data: { success: true, message: 'success' } }
@@ -186,6 +227,7 @@ describe('UserBindingDialog built-in bindings', () => {
     for (const [provider, bindingType] of expectedBindings) {
       fireEvent.click(findUnbindButton(provider))
       fireEvent.click(screen.getByRole('button', { name: 'Confirm Unbind' }))
+      await completeUnbindVerification()
       await waitFor(() => {
         expect(deletedUrls.at(-1)).toBe(`/api/user/7/bindings/${bindingType}`)
       })
@@ -225,9 +267,9 @@ describe('UserBindingDialog shared status updates', () => {
       queryClient
     )
     await screen.findByText('bound-user (ID: 7)')
-    expect(screen.getByText('GitHub').parentElement).toHaveTextContent(
-      'Disabled'
-    )
+    expect(
+      screen.getByText('GitHub', { selector: 'span' }).parentElement
+    ).toHaveTextContent('Disabled')
     fireEvent.click(screen.getByRole('button', { name: 'Show All' }))
     await act(async () => {
       resolveStatus({
@@ -241,9 +283,9 @@ describe('UserBindingDialog shared status updates', () => {
       })
     })
     await screen.findByText('New provider')
-    expect(screen.getByText('GitHub').parentElement).not.toHaveTextContent(
-      'Disabled'
-    )
+    expect(
+      screen.getByText('GitHub', { selector: 'span' }).parentElement
+    ).not.toHaveTextContent('Disabled')
   })
 
   test.each(['success', 'failure'] as const)(
@@ -306,9 +348,9 @@ describe('UserBindingDialog shared status updates', () => {
     await waitFor(() =>
       expect(queryClient.getQueryState(STATUS_QUERY_KEY)?.status).toBe('error')
     )
-    expect(screen.getByText('GitHub').parentElement).not.toHaveTextContent(
-      'Disabled'
-    )
+    expect(
+      screen.getByText('GitHub', { selector: 'span' }).parentElement
+    ).not.toHaveTextContent('Disabled')
   })
 
   test.each([
diff --git a/web/src/features/users/components/dialogs/user-binding-dialog.tsx b/web/src/features/users/components/dialogs/user-binding-dialog.tsx
index d3a0a2d..c751ab8 100644
--- a/web/src/features/users/components/dialogs/user-binding-dialog.tsx
+++ b/web/src/features/users/components/dialogs/user-binding-dialog.tsx
@@ -30,9 +30,9 @@ import {
 } from 'lucide-react'
 import { useState, useEffect, useCallback, useMemo } from 'react'
 import { useTranslation } from 'react-i18next'
-import { SiGithub, SiDiscord } from 'react-icons/si'
 import { toast } from 'sonner'
 
+import { IconGithub, IconDiscord } from '@/assets/brand-icons'
 import { ConfirmDialog } from '@/components/confirm-dialog'
 import { Dialog } from '@/components/dialog'
 import { StatusBadge } from '@/components/status-badge'
@@ -47,6 +47,7 @@ import {
 } from '@/components/ui/tooltip'
 import { handleServerError } from '@/lib/handle-server-error'
 import { indexCustomOAuthBindings, type CustomOAuthBinding } from '@/lib/oauth'
+import { AuthOperationError } from '@/lib/secure-verification'
 import { requireServerSuccess } from '@/lib/server-error-message'
 import { statusQueryOptions } from '@/lib/status-query'
 
@@ -57,6 +58,7 @@ import {
   adminUnbindCustomOAuth,
 } from '../../api'
 import type { User } from '../../types'
+import { useUsers } from '../users-provider'
 
 interface Props {
   open: boolean
@@ -108,14 +110,14 @@ const BUILTIN_BINDINGS: ReadonlyArray<{
     key: 'github',
     field: 'github_id',
     label: 'GitHub',
-    icon: <SiGithub className='h-4 w-4' />,
+    icon: <IconGithub className='h-4 w-4' />,
     statusKey: 'github_oauth',
   },
   {
     key: 'discord',
     field: 'discord_id',
     label: 'Discord',
-    icon: <SiDiscord className='h-4 w-4' />,
+    icon: <IconDiscord className='h-4 w-4' />,
     statusKey: 'discord_oauth',
   },
   {
@@ -164,6 +166,7 @@ function CustomProviderIcon(props: { iconUrl?: string }) {
 
 export function UserBindingDialog(props: Props) {
   const { t } = useTranslation()
+  const { requestVerification, verificationActive } = useUsers()
   const [user, setUser] = useState<User | null>(null)
   const [oauthBindings, setOauthBindings] = useState<CustomOAuthBinding[]>([])
   const [loading, setLoading] = useState(false)
@@ -281,13 +284,37 @@ export function UserBindingDialog(props: Props) {
     if (!unbindTarget || !props.userId) return
     setUnbinding(true)
     try {
+      const userId = props.userId
+      const verification = {
+        scope: 'admin.user.binding.clear',
+        title: t('Verify to unbind account'),
+        description: t(
+          'Confirm your identity before unbinding {{provider}} from this user.',
+          { provider: unbindTarget.label }
+        ),
+      } as const
       let res
       if (unbindTarget.type === 'builtin') {
-        res = await adminClearUserBinding(props.userId, unbindTarget.key)
+        const proof = await requestVerification({
+          ...verification,
+          context: { user_id: userId, binding_type: unbindTarget.key },
+        })
+        if (!proof) return
+        res = await adminClearUserBinding(
+          userId,
+          unbindTarget.key,
+          proof.proof_token
+        )
       } else if (unbindTarget.providerId) {
+        const proof = await requestVerification({
+          ...verification,
+          context: { user_id: userId, provider_id: unbindTarget.providerId },
+        })
+        if (!proof) return
         res = await adminUnbindCustomOAuth(
-          props.userId,
-          unbindTarget.providerId
+          userId,
+          unbindTarget.providerId,
+          proof.proof_token
         )
       }
       if (res?.success) {
@@ -300,7 +327,7 @@ export function UserBindingDialog(props: Props) {
         handleServerError(res, t('Unbind failed'))
       }
     } catch (error) {
-      handleServerError(error, t('Unbind failed'))
+      handleServerError(AuthOperationError.from(error), t('Unbind failed'))
     } finally {
       setUnbinding(false)
       setUnbindTarget(null)
@@ -430,7 +457,7 @@ export function UserBindingDialog(props: Props) {
       </Dialog>
 
       <ConfirmDialog
-        open={!!unbindTarget}
+        open={!!unbindTarget && !verificationActive}
         onOpenChange={(open) => !open && setUnbindTarget(null)}
         title={t('Confirm Unbind')}
         desc={t(
diff --git a/web/src/features/users/components/users-columns.tsx b/web/src/features/users/components/users-columns.tsx
index 7d8e126..cbb2cb9 100644
--- a/web/src/features/users/components/users-columns.tsx
+++ b/web/src/features/users/components/users-columns.tsx
@@ -17,6 +17,7 @@ along with this program. If not, see <https://www.gnu.org/licenses/>.
 For commercial licensing, please contact support@quantumnous.com
 */
 import type { ColumnDef } from '@tanstack/react-table'
+import { useMemo } from 'react'
 import { useTranslation } from 'react-i18next'
 
 import { ActivityTimeCell } from '@/components/activity-time-cell'
@@ -47,245 +48,256 @@ import { UserQuotaCell } from './user-quota-cell'
 
 export function useUsersColumns(): ColumnDef<User>[] {
   const { t } = useTranslation()
-  useSystemConfigStore((state) => state.config.currency)
+  const currencyConfig = useSystemConfigStore((state) => state.config.currency)
   const { meta: currency } = getCurrencyDisplay()
   const quotaUnit = currency.kind === 'tokens' ? t('Tokens') : currency.symbol
-  return [
-    {
-      id: 'select',
-      header: ({ table }) => (
-        <Checkbox
-          checked={table.getIsAllPageRowsSelected()}
-          indeterminate={table.getIsSomePageRowsSelected()}
-          onCheckedChange={(value) => table.toggleAllPageRowsSelected(!!value)}
-          aria-label={t('Select all')}
-          className='translate-y-[2px]'
-        />
-      ),
-      cell: ({ row }) => (
-        <Checkbox
-          checked={row.getIsSelected()}
-          onCheckedChange={(value) => row.toggleSelected(!!value)}
-          aria-label={t('Select row')}
-          className='translate-y-[2px]'
-        />
-      ),
-      enableSorting: false,
-      enableHiding: false,
-      size: 40,
-    },
-    {
-      accessorKey: 'id',
-      header: t('ID'),
-      cell: ({ row }) => {
-        return (
-          <TableId
-            value={row.getValue('id') as number}
-            className='w-[60px] [font-family:inherit] text-sm'
+  return useMemo<ColumnDef<User>[]>(
+    () => [
+      {
+        id: 'select',
+        header: ({ table }) => (
+          <Checkbox
+            checked={table.getIsAllPageRowsSelected()}
+            indeterminate={table.getIsSomePageRowsSelected()}
+            onCheckedChange={(value) =>
+              table.toggleAllPageRowsSelected(!!value)
+            }
+            aria-label={t('Select all')}
+            className='translate-y-[2px]'
           />
-        )
+        ),
+        cell: ({ row }) => (
+          <Checkbox
+            checked={row.getIsSelected()}
+            onCheckedChange={(value) => row.toggleSelected(!!value)}
+            aria-label={t('Select row')}
+            className='translate-y-[2px]'
+          />
+        ),
+        enableSorting: false,
+        enableHiding: false,
+        size: 40,
       },
-      size: 80,
-      meta: { mobileOrder: 10 },
-    },
-    {
-      accessorKey: 'username',
-      header: t('Username'),
-      cell: ({ row }) => {
-        const username = row.getValue('username') as string
-        const displayName = row.original.display_name
-        const remark = row.original.remark
+      {
+        accessorKey: 'id',
+        header: t('ID'),
+        cell: ({ row }) => {
+          return (
+            <TableId
+              value={row.getValue('id') as number}
+              className='w-[60px] [font-family:inherit] text-sm'
+            />
+          )
+        },
+        size: 80,
+        meta: { mobileOrder: 10 },
+      },
+      {
+        accessorKey: 'username',
+        header: t('Username'),
+        cell: ({ row }) => {
+          const username = row.getValue('username') as string
+          const displayName = row.original.display_name
+          const remark = row.original.remark
 
-        return (
-          <div className='flex min-w-[160px] flex-col gap-1'>
-            <div className='flex items-center gap-2'>
-              <LongText className='max-w-[140px] text-sm font-normal'>
-                {username}
-              </LongText>
-              {remark && (
-                <Tooltip>
-                  <TooltipTrigger
-                    render={
-                      <StatusBadge
-                        variant='success'
-                        copyable={false}
-                        className='font-normal'
-                      />
-                    }
-                  >
-                    <LongText className='max-w-[80px]'>{remark}</LongText>
-                  </TooltipTrigger>
-                  <TooltipContent>
-                    <p className='text-xs'>{remark}</p>
-                  </TooltipContent>
-                </Tooltip>
+          return (
+            <div className='flex min-w-[160px] flex-col gap-1'>
+              <div className='flex items-center gap-2'>
+                <LongText className='max-w-[140px] text-sm font-normal'>
+                  {username}
+                </LongText>
+                {remark && (
+                  <Tooltip>
+                    <TooltipTrigger
+                      render={
+                        <StatusBadge
+                          variant='success'
+                          copyable={false}
+                          className='font-normal'
+                        />
+                      }
+                    >
+                      <LongText className='max-w-[80px]'>{remark}</LongText>
+                    </TooltipTrigger>
+                    <TooltipContent>
+                      <p className='text-xs'>{remark}</p>
+                    </TooltipContent>
+                  </Tooltip>
+                )}
+              </div>
+              {displayName && displayName !== username && (
+                <div
+                  data-table-text='secondary'
+                  className='text-muted-foreground max-w-[180px] text-xs font-normal'
+                >
+                  <LongText>{displayName}</LongText>
+                </div>
               )}
             </div>
-            {displayName && displayName !== username && (
-              <div
-                data-table-text='secondary'
-                className='text-muted-foreground max-w-[180px] text-xs font-normal'
-              >
-                <LongText>{displayName}</LongText>
-              </div>
-            )}
-          </div>
-        )
+          )
+        },
+        enableHiding: false,
+        size: 220,
+        meta: { mobileTitle: true },
       },
-      enableHiding: false,
-      size: 220,
-      meta: { mobileTitle: true },
-    },
-    {
-      accessorKey: 'status',
-      header: t('Status'),
-      cell: ({ row }) => {
-        const user = row.original
-        const requestCount = user.request_count
+      {
+        accessorKey: 'status',
+        header: t('Status'),
+        cell: ({ row }) => {
+          const user = row.original
+          const requestCount = user.request_count
 
-        const statusConfig = isUserDeleted(user)
-          ? USER_STATUSES[USER_STATUS.DELETED]
-          : USER_STATUSES[user.status as keyof typeof USER_STATUSES]
+          const statusConfig = isUserDeleted(user)
+            ? USER_STATUSES[USER_STATUS.DELETED]
+            : USER_STATUSES[user.status as keyof typeof USER_STATUSES]
 
-        if (!statusConfig) {
-          return null
-        }
+          if (!statusConfig) {
+            return null
+          }
 
-        return (
-          <Tooltip>
-            <TooltipTrigger render={<div className='-ml-1.5 cursor-help' />}>
-              <StatusBadge
-                label={t(statusConfig.labelKey)}
-                variant={isUserDeleted(user) ? 'neutral' : statusConfig.variant}
-                copyable={false}
-                className='font-normal'
-              />
-            </TooltipTrigger>
-            <TooltipContent>
-              <p className='text-xs'>
-                {t('Requests:')} {requestCount.toLocaleString()}
-              </p>
-            </TooltipContent>
-          </Tooltip>
-        )
+          return (
+            <Tooltip>
+              <TooltipTrigger render={<div className='-ml-1.5 cursor-help' />}>
+                <StatusBadge
+                  label={t(statusConfig.labelKey)}
+                  variant={
+                    isUserDeleted(user) ? 'neutral' : statusConfig.variant
+                  }
+                  copyable={false}
+                  className='font-normal'
+                />
+              </TooltipTrigger>
+              <TooltipContent>
+                <p className='text-xs'>
+                  {t('Requests:')} {requestCount.toLocaleString()}
+                </p>
+              </TooltipContent>
+            </Tooltip>
+          )
+        },
+        filterFn: (row, id, value) => {
+          return value.includes(String(row.getValue(id)))
+        },
+        enableSorting: false,
+        size: 120,
+        meta: { mobileBadge: true },
       },
-      filterFn: (row, id, value) => {
-        return value.includes(String(row.getValue(id)))
+      {
+        id: 'quota',
+        accessorKey: 'quota',
+        header: `${t('Available Balance')} (${quotaUnit})`,
+        cell: ({ row }) => {
+          const user = row.original
+          return <UserQuotaCell remaining={user.quota} used={user.used_quota} />
+        },
+        size: 180,
+        minSize: 160,
+        meta: { mobileOrder: 40 },
       },
-      enableSorting: false,
-      size: 120,
-      meta: { mobileBadge: true },
-    },
-    {
-      id: 'quota',
-      accessorKey: 'quota',
-      header: `${t('Available Balance')} (${quotaUnit})`,
-      cell: ({ row }) => {
-        const user = row.original
-        return <UserQuotaCell remaining={user.quota} used={user.used_quota} />
+      {
+        accessorKey: 'group',
+        header: t('User Group'),
+        cell: ({ row }) => {
+          const group = row.getValue('group') as string
+          return (
+            <BadgeCell>
+              <GroupBadge group={group} className='font-normal' />
+            </BadgeCell>
+          )
+        },
+        filterFn: (row, id, value) => {
+          const group = String(
+            row.getValue(id) || t('User Group')
+          ).toLowerCase()
+          const searchValue = String(value).toLowerCase()
+          return group.includes(searchValue)
+        },
+        size: 140,
+        meta: { mobileOrder: 30 },
       },
-      size: 180,
-      minSize: 160,
-      meta: { mobileOrder: 40 },
-    },
-    {
-      accessorKey: 'group',
-      header: t('User Group'),
-      cell: ({ row }) => {
-        const group = row.getValue('group') as string
-        return (
-          <BadgeCell>
-            <GroupBadge group={group} className='font-normal' />
-          </BadgeCell>
-        )
-      },
-      filterFn: (row, id, value) => {
-        const group = String(row.getValue(id) || t('User Group')).toLowerCase()
-        const searchValue = String(value).toLowerCase()
-        return group.includes(searchValue)
-      },
-      size: 140,
-      meta: { mobileOrder: 30 },
-    },
-    {
-      accessorKey: 'role',
-      header: t('Role'),
-      cell: ({ row }) => {
-        const roleValue = row.getValue('role') as number
-        const roleConfig = USER_ROLES[roleValue as keyof typeof USER_ROLES]
+      {
+        accessorKey: 'role',
+        header: t('Role'),
+        cell: ({ row }) => {
+          const roleValue = row.getValue('role') as number
+          const roleConfig = USER_ROLES[roleValue as keyof typeof USER_ROLES]
 
-        if (!roleConfig) {
-          return null
-        }
+          if (!roleConfig) {
+            return null
+          }
 
-        return <span className='text-sm'>{t(roleConfig.labelKey)}</span>
+          return <span className='text-sm'>{t(roleConfig.labelKey)}</span>
+        },
+        filterFn: (row, id, value) => {
+          return value.includes(String(row.getValue(id)))
+        },
+        enableSorting: false,
+        size: 120,
+        meta: { mobileOrder: 20 },
       },
-      filterFn: (row, id, value) => {
-        return value.includes(String(row.getValue(id)))
-      },
-      enableSorting: false,
-      size: 120,
-      meta: { mobileOrder: 20 },
-    },
-    {
-      id: 'invite_info',
-      header: t('Invite Info'),
-      cell: ({ row }) => {
-        const user = row.original
-        const affCount = user.aff_count || 0
-        const affHistoryQuota = user.aff_history_quota || 0
-        const inviterId = user.inviter_id || 0
+      {
+        id: 'invite_info',
+        header: t('Invite Info'),
+        cell: ({ row }) => {
+          const user = row.original
+          const affCount = user.aff_count || 0
+          const affHistoryQuota = user.aff_history_quota || 0
+          const inviterId = user.inviter_id || 0
 
-        if (affCount === 0 && affHistoryQuota === 0 && inviterId === 0) {
-          return <span className='text-muted-foreground text-sm'>—</span>
-        }
+          if (affCount === 0 && affHistoryQuota === 0 && inviterId === 0) {
+            return <span className='text-muted-foreground text-sm'>—</span>
+          }
 
-        return (
-          <div
-            data-table-text='secondary'
-            className='min-w-0 space-y-1 text-xs font-normal'
-          >
-            {(affCount > 0 || affHistoryQuota !== 0) && (
-              <LongText>
-                {t('Invited {{count}} users', { count: affCount })} ·{' '}
-                {t('Earnings')}:{' '}
-                <span className='tabular-nums'>
-                  {formatQuota(affHistoryQuota)}
-                </span>
-              </LongText>
-            )}
-            {inviterId > 0 && (
-              <LongText className='text-muted-foreground'>
-                {t('Inviter')} ID: {inviterId}
-              </LongText>
-            )}
-          </div>
-        )
+          return (
+            <div
+              data-table-text='secondary'
+              className='min-w-0 space-y-1 text-xs font-normal'
+            >
+              {(affCount > 0 || affHistoryQuota !== 0) && (
+                <LongText>
+                  {t('Invited {{count}} users', { count: affCount })} ·{' '}
+                  {t('Earnings')}:{' '}
+                  <span className='tabular-nums'>
+                    {formatQuota(affHistoryQuota)}
+                  </span>
+                </LongText>
+              )}
+              {inviterId > 0 && (
+                <LongText className='text-muted-foreground'>
+                  {t('Inviter ID: {{id}}', { id: inviterId })}
+                </LongText>
+              )}
+            </div>
+          )
+        },
+        size: 240,
+        enableSorting: false,
+        meta: { mobileHidden: true },
       },
-      size: 240,
-      enableSorting: false,
-      meta: { mobileHidden: true },
-    },
-    {
-      accessorKey: 'created_at',
-      header: t('Time'),
-      cell: ({ row }) => (
-        <ActivityTimeCell
-          createdAt={row.original.created_at ?? 0}
-          lastAt={row.original.last_login_at ?? 0}
-          lastLabel={t('Last Login')}
-          format='absolute'
-        />
-      ),
-      size: 260,
-      minSize: 240,
-      meta: { mobileHidden: true },
-    },
-    {
-      id: 'actions',
-      header: () => t('Actions'),
-      cell: ({ row }) => <DataTableRowActions row={row} />,
-      meta: { pinned: 'right' as const },
-    },
-  ]
+      {
+        accessorKey: 'created_at',
+        header: t('Time'),
+        cell: ({ row }) => (
+          <ActivityTimeCell
+            createdAt={row.original.created_at ?? 0}
+            lastAt={row.original.last_login_at ?? 0}
+            lastLabel={t('Last Login')}
+            format='absolute'
+          />
+        ),
+        size: 260,
+        minSize: 240,
+        meta: { mobileHidden: true },
+      },
+      {
+        id: 'actions',
+        header: () => t('Actions'),
+        cell: ({ row }) => <DataTableRowActions row={row} />,
+        meta: { pinned: 'right' as const },
+      },
+    ],
+    // formatQuota reads the currency configuration from the store.
+    // eslint-disable-next-line react-hooks/exhaustive-deps
+    [t, quotaUnit, currencyConfig]
+  )
 }
diff --git a/web/src/features/users/components/users-delete-dialog.tsx b/web/src/features/users/components/users-delete-dialog.tsx
index 9b26dd8..1c01386 100644
--- a/web/src/features/users/components/users-delete-dialog.tsx
+++ b/web/src/features/users/components/users-delete-dialog.tsx
@@ -22,6 +22,7 @@ import { toast } from 'sonner'
 
 import { ConfirmDialog } from '@/components/confirm-dialog'
 import { handleServerError } from '@/lib/handle-server-error'
+import { AuthOperationError } from '@/lib/secure-verification'
 
 import { deleteUser } from '../api'
 import { ERROR_MESSAGES } from '../constants'
@@ -30,7 +31,14 @@ import { useUsers } from './users-provider'
 
 export function UsersDeleteDialog() {
   const { t } = useTranslation()
-  const { open, setOpen, currentRow, triggerRefresh } = useUsers()
+  const {
+    open,
+    setOpen,
+    currentRow,
+    triggerRefresh,
+    requestVerification,
+    verificationActive,
+  } = useUsers()
   const [isDeleting, setIsDeleting] = useState(false)
 
   const handleDelete = async () => {
@@ -38,7 +46,17 @@ export function UsersDeleteDialog() {
 
     setIsDeleting(true)
     try {
-      const result = await deleteUser(currentRow.id)
+      const proof = await requestVerification({
+        scope: 'admin.user.delete',
+        context: { user_id: currentRow.id },
+        title: t('Verify to delete user'),
+        description: t(
+          'Confirm your identity before permanently deleting the account {{username}}.',
+          { username: currentRow.username }
+        ),
+      })
+      if (!proof) return
+      const result = await deleteUser(currentRow.id, proof.proof_token)
       if (result.success) {
         toast.success(t(getUserActionMessage('delete')))
         setOpen(null)
@@ -47,7 +65,10 @@ export function UsersDeleteDialog() {
         handleServerError(result, t(ERROR_MESSAGES.DELETE_FAILED))
       }
     } catch (error) {
-      handleServerError(error, t(ERROR_MESSAGES.UNEXPECTED))
+      handleServerError(
+        AuthOperationError.from(error),
+        t(ERROR_MESSAGES.UNEXPECTED)
+      )
     } finally {
       setIsDeleting(false)
     }
@@ -55,7 +76,7 @@ export function UsersDeleteDialog() {
 
   return (
     <ConfirmDialog
-      open={open === 'delete'}
+      open={open === 'delete' && !verificationActive}
       onOpenChange={(open) => !open && setOpen(null)}
       title={t('Are you sure?')}
       desc={
diff --git a/web/src/features/users/components/users-mutate-drawer.tsx b/web/src/features/users/components/users-mutate-drawer.tsx
index 3d026ed..49c2909 100644
--- a/web/src/features/users/components/users-mutate-drawer.tsx
+++ b/web/src/features/users/components/users-mutate-drawer.tsx
@@ -1,7 +1,7 @@
 import { zodResolver } from '@hookform/resolvers/zod'
 import { useQuery } from '@tanstack/react-query'
 import { Pencil } from 'lucide-react'
-import { useEffect, useState } from 'react'
+import { useEffect, useRef, useState } from 'react'
 import { useForm } from 'react-hook-form'
 import { useTranslation } from 'react-i18next'
 import { toast } from 'sonner'
@@ -13,8 +13,8 @@ import {
   sideDrawerFormClassName,
   sideDrawerHeaderClassName,
 } from '@/components/drawer-layout'
+import { PermissionMatrix } from '@/components/permission-matrix'
 import { Button } from '@/components/ui/button'
-import { Checkbox } from '@/components/ui/checkbox'
 import { Combobox } from '@/components/ui/combobox'
 import {
   Form,
@@ -51,12 +51,14 @@ import {
   EMPTY_PERMISSION_CATALOG,
   hasPermission,
   normalizeAdminPermissions,
+  type AdminPermissionMatrix,
 } from '@/lib/admin-permissions'
 import { getCurrencyDisplay, getCurrencyLabel } from '@/lib/currency'
 import { formatQuota, parseQuotaFromDollars } from '@/lib/format'
 import { handleServerError } from '@/lib/handle-server-error'
 import { accountPasswordSchema } from '@/lib/password-policy'
 import { ROLE } from '@/lib/roles'
+import { AuthOperationError } from '@/lib/secure-verification'
 import { requireServerSuccess } from '@/lib/server-error-message'
 import { useAuthStore } from '@/stores/auth-store'
 
@@ -111,10 +113,13 @@ export function UsersMutateDrawer({
 }: UsersMutateDrawerProps) {
   const { t } = useTranslation()
   const isUpdate = !!currentRow
-  const { triggerRefresh } = useUsers()
+  const { triggerRefresh, requestVerification } = useUsers()
   const currentUser = useAuthStore((s) => s.auth.user)
   const [isSubmitting, setIsSubmitting] = useState(false)
   const [quotaDialogOpen, setQuotaDialogOpen] = useState(false)
+  // Matrix as loaded from the server; an unchanged matrix is not resubmitted so
+  // routine edits of an administrator do not require step-up verification.
+  const loadedPermissions = useRef<AdminPermissionMatrix | undefined>(undefined)
 
   // Fetch groups
   const { data: groupsData } = useQuery({
@@ -144,6 +149,7 @@ export function UsersMutateDrawer({
       getUser(currentRow.id)
         .then((result) => {
           if (result.success && result.data) {
+            loadedPermissions.current = result.data.admin_permissions
             form.reset(transformUserToFormDefaults(result.data))
           } else {
             handleServerError(result, t('Failed to load'))
@@ -183,9 +189,54 @@ export function UsersMutateDrawer({
         currentRow?.id,
         permissionCatalog
       )
+      if (
+        isUpdate &&
+        payload.admin_permissions &&
+        JSON.stringify(payload.admin_permissions) ===
+          JSON.stringify(
+            normalizeAdminPermissions(
+              loadedPermissions.current,
+              permissionCatalog
+            )
+          )
+      ) {
+        delete payload.admin_permissions
+      }
+      // Resetting a password, rewriting admin permissions, or creating an
+      // administrator changes who can sign in or what they may do.
+      let proofToken: string | undefined
+      if (isUpdate && currentRow) {
+        if (payload.password || payload.admin_permissions) {
+          const proof = await requestVerification({
+            scope: 'admin.user.update',
+            context: { user_id: currentRow.id },
+            title: t('Verify to update user credentials'),
+            description: t(
+              'Confirm your identity before changing the account {{username}}.',
+              { username: currentRow.username }
+            ),
+          })
+          if (!proof) return
+          proofToken = proof.proof_token
+        }
+      } else if ((payload.role ?? 0) >= ROLE.ADMIN) {
+        const proof = await requestVerification({
+          scope: 'admin.user.create',
+          context: { role: payload.role ?? ROLE.ADMIN },
+          title: t('Verify to create administrator'),
+          description: t(
+            'Confirm your identity before creating an administrator account.'
+          ),
+        })
+        if (!proof) return
+        proofToken = proof.proof_token
+      }
       const result = isUpdate
-        ? await updateUser(payload as typeof payload & { id: number })
-        : await createUser(payload)
+        ? await updateUser(
+            payload as typeof payload & { id: number },
+            proofToken
+          )
+        : await createUser(payload, proofToken)
 
       if (result.success) {
         toast.success(
@@ -199,7 +250,10 @@ export function UsersMutateDrawer({
         handleServerError(result, t(ERROR_MESSAGES.CREATE_FAILED))
       }
     } catch (error) {
-      handleServerError(error, t(ERROR_MESSAGES.UNEXPECTED))
+      handleServerError(
+        AuthOperationError.from(error),
+        t(ERROR_MESSAGES.UNEXPECTED)
+      )
     } finally {
       setIsSubmitting(false)
     }
@@ -210,6 +264,7 @@ export function UsersMutateDrawer({
     try {
       const result = requireServerSuccess(await getUser(currentRow.id))
       if (result.success && result.data) {
+        loadedPermissions.current = result.data.admin_permissions
         form.reset(transformUserToFormDefaults(result.data))
       }
       triggerRefresh()
@@ -467,52 +522,11 @@ export function UsersMutateDrawer({
                         )
                         return (
                           <FormItem>
-                            <div className='space-y-3'>
-                              {permissionCatalog.resources.map((resource) => (
-                                <div
-                                  key={resource.resource}
-                                  className='space-y-2 rounded-md border p-3'
-                                >
-                                  <div className='text-sm font-medium'>
-                                    {t(resource.label_key)}
-                                  </div>
-                                  <div className='space-y-2'>
-                                    {resource.actions.map((option) => (
-                                      <label
-                                        key={option.action}
-                                        className='flex items-start gap-3'
-                                      >
-                                        <Checkbox
-                                          checked={
-                                            selected[resource.resource]?.[
-                                              option.action
-                                            ] === true
-                                          }
-                                          onCheckedChange={(checked) => {
-                                            field.onChange({
-                                              ...selected,
-                                              [resource.resource]: {
-                                                ...selected[resource.resource],
-                                                [option.action]:
-                                                  checked === true,
-                                              },
-                                            })
-                                          }}
-                                        />
-                                        <span className='flex flex-col gap-1'>
-                                          <span className='text-sm font-medium'>
-                                            {t(option.label_key)}
-                                          </span>
-                                          <span className='text-muted-foreground text-xs'>
-                                            {t(option.description_key)}
-                                          </span>
-                                        </span>
-                                      </label>
-                                    ))}
-                                  </div>
-                                </div>
-                              ))}
-                            </div>
+                            <PermissionMatrix
+                              resources={permissionCatalog.resources}
+                              value={selected}
+                              onChange={field.onChange}
+                            />
                             <FormMessage />
                           </FormItem>
                         )
diff --git a/web/src/features/users/components/users-provider.tsx b/web/src/features/users/components/users-provider.tsx
index 9b21ced..f541e61 100644
--- a/web/src/features/users/components/users-provider.tsx
+++ b/web/src/features/users/components/users-provider.tsx
@@ -16,11 +16,15 @@ along with this program. If not, see <https://www.gnu.org/licenses/>.
 
 For commercial licensing, please contact support@quantumnous.com
 */
-import React, { useState } from 'react'
+import React, { useCallback, useMemo, useState } from 'react'
 
+import {
+  SecureVerificationDialog,
+  useSecureVerification,
+} from '@/features/auth/secure-verification'
 import useDialogState from '@/hooks/use-dialog'
 
-import { type User, type UsersDialogType } from '../types'
+import type { User, UsersDialogType } from '../types'
 
 type UsersContextType = {
   open: UsersDialogType | null
@@ -29,6 +33,12 @@ type UsersContextType = {
   setCurrentRow: React.Dispatch<React.SetStateAction<User | null>>
   refreshTrigger: number
   triggerRefresh: () => void
+  /** Step-up ceremony shared by every risky user-management action. */
+  requestVerification: ReturnType<
+    typeof useSecureVerification
+  >['requestVerification']
+  /** True while the step-up dialog is showing; confirm dialogs yield to it. */
+  verificationActive: boolean
 }
 
 const UsersContext = React.createContext<UsersContextType | null>(null)
@@ -37,21 +47,43 @@ export function UsersProvider({ children }: { children: React.ReactNode }) {
   const [open, setOpen] = useDialogState<UsersDialogType>(null)
   const [currentRow, setCurrentRow] = useState<User | null>(null)
   const [refreshTrigger, setRefreshTrigger] = useState(0)
+  // The dialog mounts once here; consumers only receive the proof token, and
+  // the memoized value keeps dialog keystrokes from re-rendering the table.
+  const verification = useSecureVerification()
+  const requestVerification = verification.requestVerification
+  const verificationActive = verification.isActive
 
-  const triggerRefresh = () => setRefreshTrigger((prev) => prev + 1)
+  const triggerRefresh = useCallback(
+    () => setRefreshTrigger((prev) => prev + 1),
+    []
+  )
+
+  const value = useMemo(
+    () => ({
+      open,
+      setOpen,
+      currentRow,
+      setCurrentRow,
+      refreshTrigger,
+      triggerRefresh,
+      requestVerification,
+      verificationActive,
+    }),
+    [
+      open,
+      setOpen,
+      currentRow,
+      refreshTrigger,
+      triggerRefresh,
+      requestVerification,
+      verificationActive,
+    ]
+  )
 
   return (
-    <UsersContext
-      value={{
-        open,
-        setOpen,
-        currentRow,
-        setCurrentRow,
-        refreshTrigger,
-        triggerRefresh,
-      }}
-    >
+    <UsersContext value={value}>
       {children}
+      <SecureVerificationDialog {...verification.dialogProps} />
     </UsersContext>
   )
 }
diff --git a/web/src/features/users/components/users-table.tsx b/web/src/features/users/components/users-table.tsx
index 87ae6cf..f3caf03 100644
--- a/web/src/features/users/components/users-table.tsx
+++ b/web/src/features/users/components/users-table.tsx
@@ -30,9 +30,12 @@ import {
 } from '@/components/data-table'
 import { useMediaQuery } from '@/hooks'
 import { useTableUrlState } from '@/hooks/use-table-url-state'
-import { createServerError } from '@/lib/server-error-message'
+import {
+  createServerError,
+  requireServerSuccess,
+} from '@/lib/server-error-message'
 
-import { getUsers, searchUsers } from '../api'
+import { getGroups, getUsers, searchUsers } from '../api'
 import {
   USER_STATUS,
   getUserStatusOptions,
@@ -82,7 +85,7 @@ export function UsersTable() {
     columnFilters: [
       { columnId: 'status', searchKey: 'status', type: 'array' },
       { columnId: 'role', searchKey: 'role', type: 'array' },
-      { columnId: 'group', searchKey: 'group', type: 'string' },
+      { columnId: 'group', searchKey: 'group', type: 'array' },
     ],
   })
   const statusFilter =
@@ -94,8 +97,15 @@ export function UsersTable() {
       | string[]
       | undefined) ?? []
   const groupFilter =
-    (columnFilters.find((filter) => filter.id === 'group')?.value as string) ??
-    ''
+    (columnFilters.find((filter) => filter.id === 'group')?.value as
+      | string[]
+      | undefined) ?? []
+
+  const { data: groupsData } = useQuery({
+    queryKey: ['groups'],
+    queryFn: async () => requireServerSuccess(await getGroups()),
+    staleTime: 5 * 60 * 1000,
+  })
 
   const sortParams = useMemo(() => {
     const activeSort = sorting[0]
@@ -135,7 +145,9 @@ export function UsersTable() {
     queryFn: async () => {
       const hasFilter = globalFilter?.trim()
       const hasColumnFilter =
-        statusFilter.length > 0 || roleFilter.length > 0 || Boolean(groupFilter)
+        statusFilter.length > 0 ||
+        roleFilter.length > 0 ||
+        groupFilter.length > 0
       const params = {
         p: pagination.pageIndex + 1,
         page_size: pagination.pageSize,
@@ -149,7 +161,7 @@ export function UsersTable() {
               keyword: globalFilter,
               status: statusFilter[0] ?? '',
               role: roleFilter[0] ?? '',
-              group: groupFilter,
+              group: groupFilter[0] ?? '',
             })
           : await getUsers(params)
 
@@ -230,6 +242,15 @@ export function UsersTable() {
             options: getUserRoleOptions(t),
             singleSelect: true,
           },
+          {
+            columnId: 'group',
+            title: t('User Group'),
+            options: (groupsData?.data ?? []).map((group) => ({
+              label: group,
+              value: group,
+            })),
+            singleSelect: true,
+          },
         ],
       }}
       getRowClassName={(row, { isMobile }) => {
diff --git a/web/src/features/wallet/__tests__/copy.test.tsx b/web/src/features/wallet/__tests__/copy.test.tsx
new file mode 100644
index 0000000..ac0a89f
--- /dev/null
+++ b/web/src/features/wallet/__tests__/copy.test.tsx
@@ -0,0 +1,127 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { act, render, screen } from '@testing-library/react'
+import { createInstance } from 'i18next'
+import { I18nextProvider, initReactI18next } from 'react-i18next'
+import { beforeEach, expect, it, vi } from 'vitest'
+
+import { BillingHistoryDialog } from '@/features/wallet/components/dialogs/billing-history-dialog'
+import en from '@/i18n/locales/en.json'
+import zh from '@/i18n/locales/zh.json'
+import { api } from '@/lib/api'
+
+import { RechargeFormCard } from '../components/recharge-form-card'
+
+const i18n = createInstance()
+
+beforeEach(async () => {
+  await i18n.use(initReactI18next).init({
+    lng: 'zh',
+    fallbackLng: false,
+    nsSeparator: false,
+    resources: { en, zh },
+    interpolation: { escapeValue: false },
+  })
+})
+
+it('translates billing history statuses and updates them when the language changes', async () => {
+  vi.spyOn(api, 'get').mockResolvedValue({
+    data: {
+      success: true,
+      data: {
+        total: 3,
+        items: ['success', 'pending', 'expired'].map((status, id) => ({
+          id,
+          status,
+          amount: 10,
+          money: 10,
+          trade_no: `order-${id}`,
+          payment_method: 'stripe',
+          create_time: 1,
+        })),
+      },
+    },
+  })
+  render(
+    <I18nextProvider i18n={i18n}>
+      <BillingHistoryDialog open onOpenChange={vi.fn()} />
+    </I18nextProvider>
+  )
+  await screen.findByText('order-0')
+  for (const label of ['成功', '待确认', '已过期']) {
+    expect(screen.getByText(label)).toBeVisible()
+  }
+  await act(() => i18n.changeLanguage('en'))
+  for (const label of ['Success', 'Pending', 'Expired']) {
+    expect(screen.getByText(label)).toBeVisible()
+  }
+})
+
+it.each([
+  { priceRatio: 7.3, paid: '584', saved: '146', full: '146' },
+  { priceRatio: 0.000123, paid: '0.0098', saved: '0.0025', full: '0.0025' },
+])(
+  'translates recharge presets and minimum amount without changing precision at price ratio $priceRatio',
+  async ({ priceRatio, paid, saved, full }) => {
+    render(
+      <I18nextProvider i18n={i18n}>
+        <RechargeFormCard
+          topupInfo={{
+            enable_online_topup: true,
+            enable_stripe_topup: false,
+            pay_methods: [],
+            min_topup: 1,
+            stripe_min_topup: 1,
+            amount_options: [100, 20],
+            discount: {},
+          }}
+          presetAmounts={[{ value: 100, discount: 0.8 }, { value: 20 }]}
+          selectedPreset={null}
+          topupAmount={1}
+          paymentAmount={priceRatio}
+          priceRatio={priceRatio}
+          calculating={false}
+          paymentLoading={null}
+          redemptionCode=''
+          redeeming={false}
+          onSelectPreset={vi.fn()}
+          onTopupAmountChange={vi.fn()}
+          onPaymentMethodSelect={vi.fn()}
+          onRedemptionCodeChange={vi.fn()}
+          onRedeem={vi.fn()}
+        />
+      </I18nextProvider>
+    )
+    expect(screen.getByRole('button', { name: /^100 / })).toHaveTextContent(
+      `优惠 20%支付 ${paid} • 节省 ${saved}`
+    )
+    expect(screen.getByRole('button', { name: /^20 / })).toHaveTextContent(
+      `支付 ${full}`
+    )
+    expect(screen.getByPlaceholderText('最低 1')).toBeVisible()
+    await act(() => i18n.changeLanguage('en'))
+    expect(screen.getByRole('button', { name: /^100 / })).toHaveTextContent(
+      `20% OFFPay ${paid} • Save ${saved}`
+    )
+    expect(screen.getByRole('button', { name: /^20 / })).toHaveTextContent(
+      `Pay ${full}`
+    )
+    expect(screen.getByPlaceholderText('Minimum 1')).toBeVisible()
+  }
+)
diff --git a/web/src/features/wallet/components/dialogs/billing-history-dialog.tsx b/web/src/features/wallet/components/dialogs/billing-history-dialog.tsx
index 59f7cbd..963b5c3 100644
--- a/web/src/features/wallet/components/dialogs/billing-history-dialog.tsx
+++ b/web/src/features/wallet/components/dialogs/billing-history-dialog.tsx
@@ -103,7 +103,7 @@ export function BillingHistoryDialog({
         description={t(
           'View your topup transaction records and payment history'
         )}
-        contentClassName='flex max-h-[calc(100dvh-2rem)] flex-col max-sm:w-screen max-sm:max-w-none max-sm:rounded-none max-sm:p-4 sm:max-w-4xl'
+        contentClassName='flex max-h-(--dialog-available-height) flex-col max-sm:w-screen max-sm:max-w-none max-sm:rounded-none max-sm:p-4 sm:max-w-4xl'
         contentHeight='auto'
         bodyClassName='space-y-3'
       >
@@ -128,7 +128,7 @@ export function BillingHistoryDialog({
               ]}
               value={pageSize.toString()}
               onValueChange={(value) =>
-                value !== null && handlePageSizeChange(parseInt(value))
+                value !== null && handlePageSizeChange(Number.parseInt(value))
               }
             >
               <SelectTrigger className='h-9 w-[92px] sm:w-32'>
@@ -147,26 +147,32 @@ export function BillingHistoryDialog({
 
           {/* Records List */}
           <div className='max-h-[min(54vh,520px)] overflow-y-auto pr-1'>
-            {loading ? (
+            {loading && (
               <div className='space-y-3'>
-                {Array.from({ length: 5 }).map((_, i) => (
-                  <div key={i} className='rounded-lg border p-3 sm:p-4'>
-                    <div className='flex items-start justify-between'>
-                      <div className='flex-1 space-y-2'>
-                        <Skeleton className='h-4 w-48' />
-                        <Skeleton className='h-3 w-32' />
+                {['first', 'second', 'third', 'fourth', 'fifth'].map(
+                  (placeholder) => (
+                    <div
+                      key={placeholder}
+                      className='rounded-lg border p-3 sm:p-4'
+                    >
+                      <div className='flex items-start justify-between'>
+                        <div className='flex-1 space-y-2'>
+                          <Skeleton className='h-4 w-48' />
+                          <Skeleton className='h-3 w-32' />
+                        </div>
+                        <Skeleton className='h-5 w-16' />
+                      </div>
+                      <div className='mt-3 grid grid-cols-2 gap-3 sm:grid-cols-3 sm:gap-4'>
+                        <Skeleton className='h-3 w-full' />
+                        <Skeleton className='h-3 w-full' />
+                        <Skeleton className='h-3 w-full' />
                       </div>
-                      <Skeleton className='h-5 w-16' />
                     </div>
-                    <div className='mt-3 grid grid-cols-2 gap-3 sm:grid-cols-3 sm:gap-4'>
-                      <Skeleton className='h-3 w-full' />
-                      <Skeleton className='h-3 w-full' />
-                      <Skeleton className='h-3 w-full' />
-                    </div>
-                  </div>
-                ))}
+                  )
+                )}
               </div>
-            ) : records.length === 0 ? (
+            )}
+            {!loading && records.length === 0 && (
               <div className='text-muted-foreground flex min-h-40 flex-col items-center justify-center py-10 text-center'>
                 <p className='text-sm font-medium'>
                   {t('No billing records found')}
@@ -177,7 +183,8 @@ export function BillingHistoryDialog({
                     : t('Your transaction history will appear here')}
                 </p>
               </div>
-            ) : (
+            )}
+            {!loading && records.length > 0 && (
               <div className='space-y-3'>
                 {records.map((record) => {
                   const statusConfig = getStatusConfig(record.status)
@@ -219,7 +226,7 @@ export function BillingHistoryDialog({
                           </div>
                         </div>
                         <StatusBadge
-                          label={statusConfig.label}
+                          label={t(statusConfig.label)}
                           variant={statusConfig.variant}
                           showDot
                           copyable={false}
diff --git a/web/src/features/wallet/components/recharge-form-card.tsx b/web/src/features/wallet/components/recharge-form-card.tsx
index 95f3663..c98b638 100644
--- a/web/src/features/wallet/components/recharge-form-card.tsx
+++ b/web/src/features/wallet/components/recharge-form-card.tsx
@@ -18,7 +18,7 @@ For commercial licensing, please contact support@quantumnous.com
 */
 import { Gift, ExternalLink, Loader2, Receipt, WalletCards } from 'lucide-react'
 import { useState, useEffect } from 'react'
-import { useTranslation } from 'react-i18next'
+import { Trans, useTranslation } from 'react-i18next'
 
 import { Alert, AlertDescription } from '@/components/ui/alert'
 import { Button } from '@/components/ui/button'
@@ -261,17 +261,27 @@ export function RechargeFormCard({
                             </div>
                             {hasDiscount && (
                               <div className='text-xs font-medium text-green-600'>
-                                {getDiscountLabel(discount)}
+                                {getDiscountLabel(discount, t)}
                               </div>
                             )}
                           </div>
                           <div className='text-muted-foreground mt-1.5 w-full text-xs sm:mt-2'>
-                            Pay {formatCurrency(actualPrice)}
-                            {hasDiscount && savedAmount > 0 && (
-                              <span className='text-green-600'>
-                                {' '}
-                                • Save {formatCurrency(savedAmount)}
-                              </span>
+                            {hasDiscount && savedAmount > 0 ? (
+                              <Trans
+                                t={t}
+                                i18nKey='Pay {{amount}} <savings>• Save {{saved}}</savings>'
+                                values={{
+                                  amount: formatCurrency(actualPrice),
+                                  saved: formatCurrency(savedAmount),
+                                }}
+                                components={{
+                                  savings: <span className='text-green-600' />,
+                                }}
+                              />
+                            ) : (
+                              t('Pay {{amount}}', {
+                                amount: formatCurrency(actualPrice),
+                              })
                             )}
                           </div>
                         </Button>
@@ -295,7 +305,7 @@ export function RechargeFormCard({
                     value={localAmount}
                     onChange={(e) => handleAmountChange(e.target.value)}
                     min={minTopup}
-                    placeholder={`Minimum ${minTopup}`}
+                    placeholder={t('Minimum {{amount}}', { amount: minTopup })}
                     className='h-9 text-base sm:h-10 sm:text-lg'
                   />
                   <div className='bg-muted/30 flex min-h-9 items-center justify-between gap-2 rounded-md border px-3 lg:min-w-52'>
diff --git a/web/src/features/wallet/hooks/use-affiliate.ts b/web/src/features/wallet/hooks/use-affiliate.ts
index 3bf3a10..185dde3 100644
--- a/web/src/features/wallet/hooks/use-affiliate.ts
+++ b/web/src/features/wallet/hooks/use-affiliate.ts
@@ -23,7 +23,10 @@ import { toast } from 'sonner'
 import { useCopyToClipboard } from '@/hooks/use-copy-to-clipboard'
 import { getSelf } from '@/lib/api'
 import { handleServerError } from '@/lib/handle-server-error'
-import { requireServerSuccess } from '@/lib/server-error-message'
+import {
+  getServerMessage,
+  requireServerSuccess,
+} from '@/lib/server-error-message'
 
 import { getAffiliateCode, transferAffiliateQuota } from '../api'
 import { generateAffiliateLink } from '../lib'
@@ -69,7 +72,9 @@ export function useAffiliate() {
       const response = await transferAffiliateQuota({ quota })
 
       if (response.success) {
-        toast.success(response.message || i18next.t('Transfer successful'))
+        toast.success(
+          getServerMessage(response) || i18next.t('Transfer successful')
+        )
         await getSelf()
         return true
       }
diff --git a/web/src/features/wallet/hooks/use-waffo-pancake-payment.ts b/web/src/features/wallet/hooks/use-waffo-pancake-payment.ts
index 6b32466..15b74a1 100644
--- a/web/src/features/wallet/hooks/use-waffo-pancake-payment.ts
+++ b/web/src/features/wallet/hooks/use-waffo-pancake-payment.ts
@@ -23,6 +23,7 @@ import { toast } from 'sonner'
 import { handleServerError } from '@/lib/handle-server-error'
 
 import { requestWaffoPancakePayment, isApiSuccess } from '../api'
+import { getPaymentErrorTranslation } from '../lib'
 
 function getCheckoutUrl(data: unknown): string | null {
   if (!data || typeof data !== 'object') {
@@ -97,7 +98,9 @@ export function useWaffoPancakePayment() {
         }
 
         handleServerError(response, undefined, {
-          title: getErrorMessage(response.message, response.data),
+          title:
+            getPaymentErrorTranslation(response) ??
+            getErrorMessage(response.message, response.data),
         })
         return false
       } catch (_error) {
diff --git a/web/src/features/wallet/hooks/use-waffo-payment.ts b/web/src/features/wallet/hooks/use-waffo-payment.ts
index 50b5a09..6a568d9 100644
--- a/web/src/features/wallet/hooks/use-waffo-payment.ts
+++ b/web/src/features/wallet/hooks/use-waffo-payment.ts
@@ -23,6 +23,7 @@ import { toast } from 'sonner'
 import { handleServerError } from '@/lib/handle-server-error'
 
 import { requestWaffoPayment, isApiSuccess } from '../api'
+import { getPaymentErrorTranslation } from '../lib'
 
 function getPaymentUrl(data: unknown): string | null {
   if (!data || typeof data !== 'object') {
@@ -74,7 +75,9 @@ export function useWaffoPayment() {
         }
 
         handleServerError(response, undefined, {
-          title: getErrorMessage(response.message, response.data),
+          title:
+            getPaymentErrorTranslation(response) ??
+            getErrorMessage(response.message, response.data),
         })
         return false
       } catch (error) {
diff --git a/web/src/features/wallet/lib/__tests__/payment-icons.test.tsx b/web/src/features/wallet/lib/__tests__/payment-icons.test.tsx
new file mode 100644
index 0000000..49e2a7d
--- /dev/null
+++ b/web/src/features/wallet/lib/__tests__/payment-icons.test.tsx
@@ -0,0 +1,50 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { render, screen } from '@testing-library/react'
+import { expect, test } from 'vitest'
+
+import { PAYMENT_ICON_COLORS, PAYMENT_TYPES } from '../../constants'
+import { getPaymentIcon } from '../ui'
+
+test.each([
+  [PAYMENT_TYPES.ALIPAY, 'Alipay'],
+  [PAYMENT_TYPES.WECHAT, 'WeChat'],
+  [PAYMENT_TYPES.STRIPE, 'Stripe'],
+])(
+  'the built-in %s icon preserves the requested size and payment color',
+  (type, label) => {
+    render(getPaymentIcon(type, 'h-6 w-6'))
+    const icon = screen.getByRole('img', { name: label })
+    expect(icon).toHaveClass('h-6', 'w-6')
+    expect(icon).toHaveStyle({ color: PAYMENT_ICON_COLORS[type] })
+  }
+)
+
+test('an admin-configured Simple Icon still resolves through the lazy icon loader', async () => {
+  render(
+    getPaymentIcon(
+      PAYMENT_TYPES.ALIPAY,
+      'h-4 w-4',
+      'SiAlipay',
+      'Configured Alipay'
+    )
+  )
+  const title = await screen.findByTitle('Configured Alipay')
+  expect(title.closest('svg')).toHaveClass('h-4', 'w-4')
+})
diff --git a/web/src/features/wallet/lib/format.ts b/web/src/features/wallet/lib/format.ts
index b743345..4c3f3f5 100644
--- a/web/src/features/wallet/lib/format.ts
+++ b/web/src/features/wallet/lib/format.ts
@@ -16,6 +16,8 @@ along with this program. If not, see <https://www.gnu.org/licenses/>.
 
 For commercial licensing, please contact support@quantumnous.com
 */
+import type { TFunction } from 'i18next'
+
 import { DEFAULT_DISCOUNT_RATE } from '../constants'
 
 // ============================================================================
@@ -64,12 +66,12 @@ export function formatCurrency(amount: number | string): string {
 /**
  * Get discount label for display (e.g., "20% OFF")
  */
-export function getDiscountLabel(discount: number): string {
+export function getDiscountLabel(discount: number, t: TFunction): string {
   if (discount >= DEFAULT_DISCOUNT_RATE) {
     return ''
   }
   const off = Math.round((1 - discount) * 100)
-  return `${off}% OFF`
+  return t('{{percent}}% OFF', { percent: off })
 }
 
 /**
diff --git a/web/src/features/wallet/lib/payment.ts b/web/src/features/wallet/lib/payment.ts
index 0821e38..2ea8fa2 100644
--- a/web/src/features/wallet/lib/payment.ts
+++ b/web/src/features/wallet/lib/payment.ts
@@ -16,6 +16,8 @@ along with this program. If not, see <https://www.gnu.org/licenses/>.
 
 For commercial licensing, please contact support@quantumnous.com
 */
+import { getServerMessage } from '@/lib/server-error-message'
+
 import {
   PAYMENT_TYPES,
   DEFAULT_PRESET_MULTIPLIERS,
@@ -28,6 +30,22 @@ import type { PaymentMethod, PresetAmount, TopupInfo } from '../types'
 // Payment Processing Functions
 // ============================================================================
 
+/**
+ * Payment endpoints answer errors as {"message": "error", "data": text}. When
+ * the response also carries a message_key, this is its translation; callers
+ * fall back to the text they already read.
+ */
+export function getPaymentErrorTranslation(
+  response: unknown
+): string | undefined {
+  if (!response || typeof response !== 'object') return undefined
+  const body = response as Record<string, unknown>
+  if (typeof body.message_key !== 'string' || !body.message_key) {
+    return undefined
+  }
+  return getServerMessage(body)
+}
+
 /**
  * Check if browser is Safari
  */
diff --git a/web/src/features/wallet/lib/ui.tsx b/web/src/features/wallet/lib/ui.tsx
index 5182e02..567053b 100644
--- a/web/src/features/wallet/lib/ui.tsx
+++ b/web/src/features/wallet/lib/ui.tsx
@@ -18,9 +18,9 @@ For commercial licensing, please contact support@quantumnous.com
 */
 import i18next from 'i18next'
 import { CreditCard, Landmark } from 'lucide-react'
-import { type ReactNode } from 'react'
-import { SiAlipay, SiWechat, SiStripe } from 'react-icons/si'
+import type { ReactNode } from 'react'
 
+import { IconAlipay, IconWeChat, IconStripe } from '@/assets/brand-icons'
 import { ReactIconByName } from '@/components/react-icon-by-name'
 
 import { PAYMENT_TYPES, PAYMENT_ICON_COLORS } from '../constants'
@@ -100,21 +100,21 @@ export function getPaymentIcon(
   switch (paymentType) {
     case PAYMENT_TYPES.ALIPAY:
       return (
-        <SiAlipay
+        <IconAlipay
           className={className}
           style={{ color: PAYMENT_ICON_COLORS[PAYMENT_TYPES.ALIPAY] }}
         />
       )
     case PAYMENT_TYPES.WECHAT:
       return (
-        <SiWechat
+        <IconWeChat
           className={className}
           style={{ color: PAYMENT_ICON_COLORS[PAYMENT_TYPES.WECHAT] }}
         />
       )
     case PAYMENT_TYPES.STRIPE:
       return (
-        <SiStripe
+        <IconStripe
           className={className}
           style={{ color: PAYMENT_ICON_COLORS[PAYMENT_TYPES.STRIPE] }}
         />
diff --git a/web/src/hooks/use-sidebar-data.ts b/web/src/hooks/use-sidebar-data.ts
index b9fd654..48a5ad3 100644
--- a/web/src/hooks/use-sidebar-data.ts
+++ b/web/src/hooks/use-sidebar-data.ts
@@ -174,6 +174,7 @@ export function useSidebarData(): SidebarData {
             url: '/system-settings/site',
             activeUrls: ['/system-settings'],
             icon: Settings,
+            requiredRole: ROLE.SUPER_ADMIN,
           },
         ],
       },
diff --git a/web/src/i18n/languages.test.ts b/web/src/i18n/languages.test.ts
new file mode 100644
index 0000000..b269cdf
--- /dev/null
+++ b/web/src/i18n/languages.test.ts
@@ -0,0 +1,49 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { describe, expect, test } from 'vitest'
+
+import { convertDetectedLanguage } from './languages'
+
+describe('convertDetectedLanguage', () => {
+  test('maps browser BCP-47 Chinese tags onto interface codes', () => {
+    expect(convertDetectedLanguage('zh-TW')).toBe('zhTW')
+    expect(convertDetectedLanguage('zh-HK')).toBe('zhTW')
+    expect(convertDetectedLanguage('zh-MO')).toBe('zhTW')
+    expect(convertDetectedLanguage('zh-Hant-TW')).toBe('zhTW')
+    expect(convertDetectedLanguage('zh')).toBe('zhCN')
+    expect(convertDetectedLanguage('zh-CN')).toBe('zhCN')
+    expect(convertDetectedLanguage('zh-Hans')).toBe('zhCN')
+  })
+
+  test('keeps already-normalized interface codes stable (localStorage round-trip)', () => {
+    // i18next caches `zhTW`/`zhCN` (the supportedLngs codes) to localStorage,
+    // and the detector runs this converter on the cached value at every page
+    // load — if `zhTW` does not survive the round-trip, a user who picked
+    // Traditional Chinese is flipped to Simplified on the next load and the
+    // cache is overwritten, making the flip permanent.
+    expect(convertDetectedLanguage('zhTW')).toBe('zhTW')
+    expect(convertDetectedLanguage('zhCN')).toBe('zhCN')
+  })
+
+  test('passes non-Chinese values through unchanged', () => {
+    expect(convertDetectedLanguage('en')).toBe('en')
+    expect(convertDetectedLanguage('fr-FR')).toBe('fr-FR')
+    expect(convertDetectedLanguage('ja')).toBe('ja')
+  })
+})
diff --git a/web/src/i18n/languages.ts b/web/src/i18n/languages.ts
index 1d606a8..3cba5ac 100644
--- a/web/src/i18n/languages.ts
+++ b/web/src/i18n/languages.ts
@@ -64,6 +64,7 @@ export function convertDetectedLanguage(value: string): string {
   const lower = value.trim().replaceAll('_', '-').toLowerCase()
   if (!lower.startsWith('zh')) return value
   if (
+    lower === 'zhtw' ||
     lower === 'zh-tw' ||
     lower === 'zh-hk' ||
     lower === 'zh-mo' ||
diff --git a/web/src/i18n/locales/en.json b/web/src/i18n/locales/en.json
index cd872a9..de1b30d 100644
--- a/web/src/i18n/locales/en.json
+++ b/web/src/i18n/locales/en.json
@@ -1,16 +1,8 @@
 {
   "translation": {
-    "Auto-switch on group degradation": "Auto-switch on group degradation",
-    "For Astra requests, skip groups whose latest valid fingerprint in the last 6 hours is non-Astra and continue through the group pool. Groups with no valid result remain eligible.": "For Astra requests, skip groups whose latest valid fingerprint in the last 6 hours is non-Astra and continue through the group pool. Groups with no valid result remain eligible.",
     "360": "360",
     "1000": "1000",
     "10000": "10000",
-    "Model verification": "Model verification",
-    "Response delivered": "Response delivered",
-    "Model verification: confirmation_timeout": "Model confirmation timed out",
-    "Model verification: missing_model": "Upstream model missing",
-    "Model verification: confirmation_buffer_limit": "Model confirmation data exceeded limit",
-    "Model verification: model_mismatch": "Response model mismatch",
     "_copy": "_copy",
     "，": ", ",
     ", and": ", and",
@@ -47,6 +39,7 @@
     "{{count}} announcements will be removed from the list.": "{{count}} announcements will be removed from the list.",
     "{{count}} API shortcuts will be removed from the list.": "{{count}} API shortcuts will be removed from the list.",
     "{{count}} available channels": "{{count}} available channels",
+    "{{count}} call samples": "{{count}} calls",
     "{{count}} channel(s) deleted": "{{count}} channel(s) deleted",
     "{{count}} channel(s) disabled": "{{count}} channel(s) disabled",
     "{{count}} channel(s) enabled": "{{count}} channel(s) enabled",
@@ -61,20 +54,23 @@
     "{{count}} FAQ entries will be removed from the list.": "{{count}} FAQ entries will be removed from the list.",
     "{{count}} hours ago": "{{count}} hours ago",
     "{{count}} incidents": "{{count}} incidents",
-    "2xx, 504 and 524 are always excluded.": "2xx, 504 and 524 are always excluded.",
     "{{count}} incidents in the last 24 hours": "{{count}} incidents in the last 24 hours",
     "{{count}} incidents in the last 30 days": "{{count}} incidents in the last 30 days",
     "{{count}} IP(s)": "{{count}} IP(s)",
+    "{{count}} linked model records": "{{count}} linked model records",
+    "{{count}} log entries removed.": "{{count}} log entries removed.",
+    "{{count}} measured rounds": "{{count}} measured rounds",
+    "{{count}} minutes ago": "{{count}} minutes ago",
     "{{count}} model mapping(s)": "{{count}} model mapping(s)",
     "{{count}} model(s) redirected": "{{count}} model(s) redirected",
     "{{count}} model(s) skipped because another model derives the same request name": "{{count}} model(s) skipped because another model derives the same request name",
     "{{count}} model(s) unchanged by the rule were skipped": "{{count}} model(s) unchanged by the rule were skipped",
-    "{{count}} linked model records": "{{count}} linked model records",
-    "{{count}} log entries removed.": "{{count}} log entries removed.",
-    "{{count}} minutes ago": "{{count}} minutes ago",
     "{{count}} models": "{{count}} models",
     "{{count}} months ago": "{{count}} months ago",
+    "{{count}} outside this view": "{{count}} outside this view",
     "{{count}} override": "{{count}} override",
+    "{{count}} permissions": "{{count}} permissions",
+    "{{count}} permissions are no longer available": "{{count}} permissions are no longer available",
     "{{count}} providers": "{{count}} providers",
     "{{count}} records selected. Bulk actions are available.": "{{count}} records selected. Bulk actions are available.",
     "{{count}} selected": "{{count}} selected",
@@ -89,6 +85,7 @@
     "{{currency}} / {{unit}} tokens": "{{currency}} / {{unit}} tokens",
     "{{currency}} price per 1M input tokens.": "{{currency}} price per 1M input tokens.",
     "{{currency}} price per 1M tokens.": "{{currency}} price per 1M tokens.",
+    "{{downgraded}} downgraded / {{valid}} measured rounds": "{{downgraded}} downgraded / {{valid}} measured rounds",
     "{{field}} updated to {{value}}": "{{field}} updated to {{value}}",
     "{{field}} updated to {{value}} for tag: {{tag}}": "{{field}} updated to {{value}} for tag: {{tag}}",
     "{{first}} and {{second}}": "{{first}} and {{second}}",
@@ -99,13 +96,26 @@
     "{{modality}} not supported": "{{modality}} not supported",
     "{{modality}} supported": "{{modality}} supported",
     "{{n}} model(s) selected": "{{n}} model(s) selected",
+    "{{name}} called {{count}} times, cost {{quota}}": "{{name}} called {{count}} times, cost {{quota}}",
+    "{{normal}} / {{total}} groups operational": "{{normal}} / {{total}} groups operational",
+    "{{normal}} normal / {{degraded}} suspected / {{unknown}} unknown / {{failed}} failed": "{{normal}} normal / {{degraded}} suspected / {{unknown}} unknown / {{failed}} failed",
+    "{{normal}} passed / {{degraded}} not passed / {{failed}} failed to run": "{{normal}} passed / {{degraded}} not passed / {{failed}} failed to run",
+    "{{normal}} passed / {{degraded}} not passed / {{incomplete}} capability incomplete / {{failed}} failed to run": "{{normal}} passed / {{degraded}} not passed / {{incomplete}} capability incomplete / {{failed}} failed to run",
     "{{operation}} (ID: {{id}})": "{{operation}} (ID: {{id}})",
+    "{{percent}}% OFF": "{{percent}}% OFF",
     "{{processed}} of {{total}} log entries processed.": "{{processed}} of {{total}} log entries processed.",
     "{{protocol}} auth name": "{{protocol}} auth name",
     "{{protocol}} auth value": "{{protocol}} auth value",
     "{{protocol}} authentication": "{{protocol}} authentication",
+    "{{provider}} login and registration has not been enabled by administrator": "{{provider}} login and registration has not been enabled by administrator",
+    "{{provider}} returned empty user info, please check settings": "{{provider}} returned empty user info, please check settings",
+    "{{provider}} top-up succeeded, amount added: {{quota}}, payment amount: {{amount}}": "{{provider}} top-up succeeded, amount added: {{quota}}, payment amount: {{amount}}",
+    "{{selected}} of {{total}} changed fields selected": "{{selected}} of {{total}} changed fields selected",
     "{{start}}–{{end}}": "{{start}}–{{end}}",
+    "{{success}} / {{checks}} checks succeeded": "{{success}} / {{checks}} checks succeeded",
     "{{success}} succeeded, {{failed}} failed": "{{success}} succeeded, {{failed}} failed",
+    "{{suspect}} suspected / {{valid}} conclusive rounds": "{{suspect}} suspected / {{valid}} conclusive rounds",
+    "{{suspect}} suspected / {{valid}} measured rounds": "{{suspect}} suspected / {{valid}} measured rounds",
     "{{target}} test failed": "{{target}} test failed",
     "{{target}} test succeeded": "{{target}} test succeeded",
     "{{total}} models · {{syncable}} syncable · {{skipped}} skipped this time": "{{total}} models · {{syncable}} syncable · {{skipped}} skipped this time",
@@ -115,13 +125,14 @@
     "{{value}}s": "{{value}}s",
     "@lobehub/icons key": "@lobehub/icons key",
     "@lobehub/icons key name": "@lobehub/icons key name",
+    "/api/token/routing-preview": "/api/token/routing-preview",
     "/status/": "/status/",
     "/your/endpoint": "/your/endpoint",
     "#1 App": "#1 App",
     "#1 by usage": "#1 by usage",
     "#1 Model": "#1 Model",
     "% off": "% off",
-    "`, and `-nothinking` suffixes while routing to the correct Gemini variant.": "`, and `-nothinking` suffixes while routing to the correct Gemini variant.",
+    "`, `-nothinking`, and effort suffixes such as `-high` while routing to the correct Gemini variant. When off, model names are sent upstream unchanged.": "`, `-nothinking`, and effort suffixes such as `-high` while routing to the correct Gemini variant. When off, model names are sent upstream unchanged.",
     "© 2025 Your Company. All rights reserved.": "© 2025 Your Company. All rights reserved.",
     "+{{count}} more": "+{{count}} more",
     "| Based on": "| Based on",
@@ -137,21 +148,31 @@
     "1 Month": "1M",
     "1 month ago": "1 month ago",
     "1 week ago": "1 week ago",
+    "1 year": "1 year",
     "1 year ago": "1 year ago",
     "1. Create an application in your Gotify server": "1. Create an application in your Gotify server",
+    "1. Select models users call": "1. Select models users call",
+    "1. Select upstream models": "1. Select upstream models",
     "10 / page": "10 / page",
     "100 / page": "100 / page",
     "14 Days": "14 Days",
+    "180 days": "180 days",
     "192.168.1.1&#10;10.0.0.0/8": "192.168.1.1&#10;10.0.0.0/8",
     "1M": "1M",
     "1M token": "1M token",
     "1W": "1W",
     "2. Copy the application token": "2. Copy the application token",
+    "2. Set names users call": "2. Set names users call",
+    "2. Set upstream model names": "2. Set upstream model names",
     "20 / page": "20 / page",
     "24 Hours": "24 Hours",
     "24 hours ago": "24 hours ago",
     "29 Days": "29 Days",
+    "2xx, 504 and 524 are always excluded.": "2xx, 504 and 524 are always excluded.",
+    "3 probes per channel.": "3 probes per channel.",
     "3. Enter your Gotify server URL and token above": "3. Enter your Gotify server URL and token above",
+    "3. Review mappings": "3. Review mappings",
+    "30 days": "30 days",
     "30 Days": "30 Days",
     "30 days ago": "30 days ago",
     "30d change": "30d change",
@@ -161,36 +182,25 @@
     "7 Days": "7 Days",
     "7 days ago": "7 days ago",
     "80,443,8080": "80,443,8080",
+    "90 days": "90 days",
     "A billing multiplier. Lower ratios mean lower API call costs.": "A billing multiplier. Lower ratios mean lower API call costs.",
+    "A channel test task is already running or queued. Cannot start this manual task": "A channel test task is already running or queued. Cannot start this manual task",
+    "a dashboard login session is required": "a dashboard login session is required",
     "A focused home for keys, balance, routing, and service health.": "A focused home for keys, balance, routing, and service health.",
     "A matching hash confirms the published file, not the safety of its code.": "A matching hash confirms the published file, not the safety of its code.",
+    "A model update task is already running or queued. Cannot start this manual task": "A model update task is already running or queued. Cannot start this manual task",
     "A Passkey created for www.example.com cannot be used on example.com. Keep the old website available so users can still verify there.": "A Passkey created for www.example.com cannot be used on example.com. Keep the old website available so users can still verify there.",
+    "A repair task is already running. Please try again later": "A repair task is already running. Please try again later",
     "A security operation is already in progress.": "A security operation is already in progress.",
     "A selected model no longer exists. Reload the model list.": "A selected model no longer exists. Reload the model list.",
+    "A token can select at most {{max}} Auto groups": "A token can select at most {{max}} Auto groups",
+    "A token that never expires stays valid until you revoke it. Set an expiration date when possible.": "A token that never expires stays valid until you revoke it. Set an expiration date when possible.",
     "A vendor with this name already exists.": "A vendor with this name already exists.",
     "About": "About",
-    "Group Status": "Group Status",
-    "Probe history": "Probe history",
-    "Endpoint probe": "Endpoint probe",
-    "Endpoint status": "Endpoint status",
-    "Auto-disabled": "Auto-disabled",
-    "Availability (24h)": "Availability (24h)",
-    "Monitoring status": "Monitoring status",
-    "Request cache hit rate": "Request cache hit rate",
-    "Token cache hit rate": "Token cache hit rate",
-    "Cache statistics: last 24 hours": "Cache statistics: last 24 hours",
-    "Every {{minutes}} minutes": "Every {{minutes}} minutes",
-    "No group monitors": "No group monitors",
-    "Status data is temporarily unavailable": "Status data is temporarily unavailable",
-    "Some services are unavailable": "Some services are unavailable",
-    "Some services are degraded": "Some services are degraded",
-    "History": "History",
-    "Now": "Now",
-    "Operational": "Operational",
-    "Degraded": "Degraded",
     "About {{days}} days left": "About {{days}} days left",
     "About pricing currency": "About pricing currency",
     "Accept Unpriced Models": "Accept Unpriced Models",
+    "Accept upstream certificates that fail validation, such as self-signed ones. Only enable for trusted internal upstreams.": "Accept upstream certificates that fail validation, such as self-signed ones. Only enable for trusted internal upstreams.",
     "Accepts a JSON array of model identifiers that support the Imagine API.": "Accepts a JSON array of model identifiers that support the Imagine API.",
     "Accepts comma-separated status codes and inclusive ranges.": "Accepts comma-separated status codes and inclusive ranges.",
     "Access a vast selection of models via a standard, unified API protocol. Power AI applications, manage digital assets, and connect the Future.": "Access a vast selection of models via a standard, unified API protocol. Power AI applications, manage digital assets, and connect the Future.",
@@ -210,8 +220,13 @@
     "Access previous conversations and start new ones.": "Access previous conversations and start new ones.",
     "Access records": "Access records",
     "Access Token": "Access Token",
+    "Access token expired": "Access token expired",
+    "Access token expiry must be at least one hour from now.": "Access token expiry must be at least one hour from now.",
+    "Access token name must be 1 to 64 characters.": "Access token name must be 1 to 64 characters.",
+    "access token not found": "access token not found",
     "Access token revoked": "Access token revoked",
-    "Access tokens are shown only once": "Access tokens are shown only once",
+    "Access tokens": "Access tokens",
+    "Access tokens cannot use this feature": "Access tokens cannot use this feature",
     "Access Zhipu models through the legacy API": "Access Zhipu models through the legacy API",
     "Access Zhipu models through the V4 API": "Access Zhipu models through the V4 API",
     "AccessKey / SecretAccessKey": "AccessKey / SecretAccessKey",
@@ -234,10 +249,13 @@
     "acknowledge the related legal risks": "acknowledge the related legal risks",
     "Across all groups": "Across all groups",
     "Action": "Action",
+    "Action {{action}}": "Action {{action}}",
     "Action confirmation": "Action Confirmation",
     "Actions": "Actions",
     "Actions for {{name}}": "Actions for {{name}}",
     "Activate / Roll back": "Activate / Roll back",
+    "Activate now": "Activate now",
+    "Activating...": "Activating...",
     "active": "active",
     "Active": "Active",
     "Active apps": "Active apps",
@@ -252,9 +270,10 @@
     "Actual Amount": "Actual Amount",
     "Actual Model": "Actual Model",
     "Actual Model:": "Actual Model:",
-    "Adapt `-thinking` suffix requests to Anthropic native thinking behavior while keeping billing predictable.": "Adapt `-thinking` suffix requests to Anthropic native thinking behavior while keeping billing predictable.",
+    "Adapt `-thinking`, `-nothinking`, and effort suffixes such as `-high` to Anthropic native thinking behavior while keeping billing predictable. When off, model names are sent upstream unchanged.": "Adapt `-thinking`, `-nothinking`, and effort suffixes such as `-high` to Anthropic native thinking behavior while keeping billing predictable. When off, model names are sent upstream unchanged.",
     "Add": "Add",
     "Add \"{{value}}\"": "Add \"{{value}}\"",
+    "Add {{added}} models and remove {{removed}} models": "Add {{added}} models and remove {{removed}} models",
     "Add {{count}} mapping(s)": "Add {{count}} mapping(s)",
     "Add {{title}}": "Add {{title}}",
     "Add a group identifier to the auto assignment list.": "Add a group identifier to the auto assignment list.",
@@ -290,6 +309,7 @@
     "Add Group": "Add Group",
     "Add group rate limit": "Add group rate limit",
     "Add group rules": "Add group rules",
+    "Add groups in the order they should be tried.": "Add groups in the order they should be tried.",
     "Add management route": "Add management route",
     "Add Mapping": "Add Mapping",
     "Add metadata": "Add metadata",
@@ -300,6 +320,7 @@
     "Add model": "Add model",
     "Add Model": "Add Model",
     "Add model pricing": "Add model pricing",
+    "Add model rule": "Add model rule",
     "Add Models": "Add Models",
     "Add new amount": "Add new amount",
     "Add new redemption code(s) by providing necessary info.": "Add new redemption code(s) by providing necessary info.",
@@ -316,6 +337,7 @@
     "Add route": "Add route",
     "Add routes individually or replace them from a template.": "Add routes individually or replace them from a template.",
     "Add Row": "Add Row",
+    "Add rule": "Add rule",
     "Add Rule": "Add Rule",
     "Add rule group": "Add rule group",
     "Add rules for a user group": "Add rules for a user group",
@@ -324,6 +346,7 @@
     "Add split": "Add split",
     "Add subscription": "Add subscription",
     "Add suffix": "Add suffix",
+    "Add tag": "Add tag",
     "Add tags...": "Add tags...",
     "Add template": "Add template",
     "Add tier": "Add tier",
@@ -338,6 +361,7 @@
     "Added": "Added",
     "Added {{count}} model(s)": "Added {{count}} model(s)",
     "Added {{count}} models from \"{{name}}\"": "Added {{count}} models from \"{{name}}\"",
+    "Added models": "Added models",
     "Added once per request. Set to 0 for usage-only billing.": "Added once per request. Set to 0 for usage-only billing.",
     "Added successfully": "Added successfully",
     "Added to the usage cost. Set to 0 for no additional charge.": "Added to the usage cost. Set to 0 for no additional charge.",
@@ -356,6 +380,7 @@
     "Adjust response formatting, prompt behavior, proxy, and upstream automation.": "Adjust response formatting, prompt behavior, proxy, and upstream automation.",
     "Adjust the appearance and layout to suit your preferences.": "Adjust the appearance and layout to suit your preferences.",
     "Adjust user quota": "Adjust user quota",
+    "Adjusted by the channel adaptor": "Adjusted by the channel adaptor",
     "Adjustment mode": "Adjustment mode",
     "Admin": "Admin",
     "Admin access required": "Admin access required",
@@ -364,8 +389,12 @@
     "Admin notes (only visible to admins)": "Admin notes (only visible to admins)",
     "Admin Only": "Admin Only",
     "Admin Permissions": "Admin Permissions",
+    "Admin permissions updated": "Admin permissions updated",
     "Administer user accounts and roles.": "Administer user accounts and roles.",
+    "Administration": "Administration",
     "Administrator account": "Administrator account",
+    "Administrator completed the order, amount added: {{quota}}, payment amount: {{amount}}": "Administrator completed the order, amount added: {{quota}}, payment amount: {{amount}}",
+    "Administrator reset the quota of subscription plan {{plan_title}} (ID: {{plan_id}})": "Administrator reset the quota of subscription plan {{plan_title}} (ID: {{plan_id}})",
     "Administrator username": "Administrator username",
     "Advance next reset time": "Advance next reset time",
     "Advanced": "Advanced",
@@ -381,7 +410,10 @@
     "Advanced text editing": "Advanced text editing",
     "Aesthetic style": "Aesthetic style",
     "Affected windows:": "Affected windows:",
+    "Affinity cache hit": "Affinity cache hit",
     "Affinity cache settings": "Affinity cache settings",
+    "Affinity candidate unavailable": "Affinity candidate unavailable",
+    "Affinity correlation": "Affinity correlation",
     "After clicking the button, you'll be asked to authorize the bot": "After clicking the button, you'll be asked to authorize the bot",
     "After conversion": "After conversion",
     "After conversion, expression reservation and rounding rules apply. Effective unit prices are preserved; individual rounded charges may differ.": "After conversion, expression reservation and rounding rules apply. Effective unit prices are preserved; individual rounded charges may differ.",
@@ -458,6 +490,8 @@
     "Allow metadata sync": "Allow metadata sync",
     "Allow new users to register": "Allow new users to register",
     "Allow Private IPs": "Allow Private IPs",
+    "Allow querying user quota": "Allow querying user quota",
+    "Allow recently degraded groups": "Allow recently degraded groups",
     "Allow registration with password": "Allow registration with password",
     "Allow requests to private IP ranges (10.0.0.0/8, 172.16.0.0/12, 192.168.0.0/16)": "Allow requests to private IP ranges (10.0.0.0/8, 172.16.0.0/12, 192.168.0.0/16)",
     "Allow Retry": "Allow Retry",
@@ -469,6 +503,7 @@
     "Allow upstream callbacks": "Allow upstream callbacks",
     "Allow users to check in daily for random quota rewards": "Allow users to check in daily for random quota rewards",
     "Allow users to enter promo codes": "Allow users to enter promo codes",
+    "Allow users to export logs": "Allow users to export logs",
     "Allow users to log in with password": "Allow users to log in with password",
     "Allow users to register and sign in with Passkey (WebAuthn)": "Allow users to register and sign in with Passkey (WebAuthn)",
     "Allow users to sign in with Discord": "Allow users to sign in with Discord",
@@ -486,6 +521,7 @@
     "Allowed Passkey websites": "Allowed Passkey websites",
     "Allowed Ports": "Allowed Ports",
     "Allows selected fields to be overwritten after a sync preview. No automatic synchronization.": "Allows selected fields to be overwritten after a sync preview. No automatic synchronization.",
+    "Already checked in today": "Already checked in today",
     "Already have an account?": "Already have an account?",
     "Also remove custom pricing": "Also remove custom pricing",
     "Also remove from all channels": "Also remove from all channels",
@@ -508,6 +544,13 @@
     "An unknown error occurred": "An unknown error occurred",
     "Analyze data": "Analyze data",
     "and": "and",
+    "Announcement #{{index}} content cannot exceed 500 characters": "Announcement #{{index}} content cannot exceed 500 characters",
+    "Announcement #{{index}} has an invalid publish date format": "Announcement #{{index}} has an invalid publish date format",
+    "Announcement #{{index}} has an invalid type value": "Announcement #{{index}} has an invalid type value",
+    "Announcement #{{index}} is missing the content field": "Announcement #{{index}} is missing the content field",
+    "Announcement #{{index}} is missing the publish date field": "Announcement #{{index}} is missing the publish date field",
+    "Announcement #{{index}} note cannot exceed 100 characters": "Announcement #{{index}} note cannot exceed 100 characters",
+    "Announcement #{{index}} publish date cannot be empty": "Announcement #{{index}} publish date cannot be empty",
     "Announcement added. Click \"Save Settings\" to apply.": "Announcement added. Click \"Save Settings\" to apply.",
     "Announcement content": "Announcement content",
     "Announcement deleted. Click \"Save Settings\" to apply.": "Announcement deleted. Click \"Save Settings\" to apply.",
@@ -515,11 +558,14 @@
     "Announcement displayed to users (supports Markdown & HTML)": "Announcement displayed to users (supports Markdown & HTML)",
     "Announcement updated. Click \"Save Settings\" to apply.": "Announcement updated. Click \"Save Settings\" to apply.",
     "Announcements": "Announcements",
+    "Announcements cannot exceed 100 entries": "Announcements cannot exceed 100 entries",
     "Announcements saved successfully": "Announcements saved successfully",
+    "Another log export is running. Try again after it finishes.": "Another log export is running. Try again after it finishes.",
     "Answer": "Answer",
     "Answers for common access and billing questions": "Answers for common access and billing questions",
     "Anthropic": "Anthropic",
     "Anthropic Messages to OpenAI Chat": "Anthropic Messages to OpenAI Chat",
+    "Anthropic Messages to OpenAI Responses": "Anthropic Messages to OpenAI Responses",
     "Any condition": "Any condition",
     "Any Match (OR)": "Any Match (OR)",
     "Anyone can publish an index. A plugin installed from a third-party source has the same access as one you upload by hand: review its source before installing.": "Anyone can publish an index. A plugin installed from a third-party source has the same access as one you upload by hand: review its source before installing.",
@@ -532,7 +578,19 @@
     "API Base URL *": "API Base URL *",
     "API Endpoints": "API Endpoints",
     "API Info": "API Info",
+    "API info #{{index}} contains disallowed content": "API info #{{index}} contains disallowed content",
+    "API info #{{index}} description cannot exceed 200 characters": "API info #{{index}} description cannot exceed 200 characters",
+    "API info #{{index}} has a URL that cannot be parsed: {{error}}": "API info #{{index}} has a URL that cannot be parsed: {{error}}",
+    "API info #{{index}} has an invalid color value": "API info #{{index}} has an invalid color value",
+    "API info #{{index}} has an invalid URL format": "API info #{{index}} has an invalid URL format",
+    "API info #{{index}} is missing the color field": "API info #{{index}} is missing the color field",
+    "API info #{{index}} is missing the description field": "API info #{{index}} is missing the description field",
+    "API info #{{index}} is missing the route description field": "API info #{{index}} is missing the route description field",
+    "API info #{{index}} is missing the URL field": "API info #{{index}} is missing the URL field",
+    "API info #{{index}} route description cannot exceed 100 characters": "API info #{{index}} route description cannot exceed 100 characters",
+    "API info #{{index}} URL cannot exceed 500 characters": "API info #{{index}} URL cannot exceed 500 characters",
     "API info added. Click \"Save Settings\" to apply.": "API info added. Click \"Save Settings\" to apply.",
+    "API info cannot exceed 50 entries": "API info cannot exceed 50 entries",
     "API info deleted. Click \"Save Settings\" to apply.": "API info deleted. Click \"Save Settings\" to apply.",
     "API info saved successfully": "API info saved successfully",
     "API info updated. Click \"Save Settings\" to apply.": "API info updated. Click \"Save Settings\" to apply.",
@@ -553,6 +611,7 @@
     "API Key mode: use APIKey|Region": "API Key mode: use APIKey|Region",
     "API Key Quota": "API Key Quota",
     "API Key updated successfully": "API Key updated successfully",
+    "API keys": "API keys",
     "API Keys": "API Keys",
     "API Private Key": "API Private Key",
     "API Requests": "API Requests",
@@ -599,6 +658,7 @@
     "Apply Overwrite": "Apply Overwrite",
     "Apply plan": "Apply plan",
     "Apply reset": "Apply reset",
+    "Apply selected changes": "Apply selected changes",
     "Apply Sync": "Apply Sync",
     "Apply to all rows": "Apply to all rows",
     "Apply to draft": "Apply to draft",
@@ -633,10 +693,18 @@
     "Array of chat client presets. Each item is an object with one key-value pair: client name and its URL.": "Array of chat client presets. Each item is an object with one key-value pair: client name and its URL.",
     "Artifacts": "Artifacts",
     "Asc": "Asc",
+    "Ascending": "Ascending",
     "Ask anything": "Ask anything",
     "Assign models from the model list to see them here.": "Assign models from the model list to see them here.",
     "Assigned by administrator only": "Assigned by administrator only",
     "Assigned by administrators and used to represent a user level, such as default or vip.": "Assigned by administrators and used to represent a user level, such as default or vip.",
+    "Astra · {{hours}}h": "Astra · {{hours}}h",
+    "Astra auto-switch and charges": "Astra auto-switch and charges",
+    "Astra auto-switch is now controlled by each API key. This legacy channel setting no longer affects requests.": "Astra auto-switch is now controlled by each API key. This legacy channel setting no longer affects requests.",
+    "Astra fingerprint sampling": "Astra fingerprint sampling",
+    "Astra model detection": "Astra model detection",
+    "Astra preferred group": "Astra preferred group",
+    "Astra sampling is disabled": "Astra sampling is disabled",
     "Async": "Async",
     "Async task polling": "Async task polling",
     "Async Task Public Address": "Async Task Public Address",
@@ -645,6 +713,8 @@
     "At least one valid key source is required": "At least one valid key source is required",
     "Attach": "Attach",
     "Attempt": "Attempt",
+    "Attempt history unavailable": "Attempt history unavailable",
+    "Attempt status": "Attempt status",
     "Audio": "Audio",
     "Audio and Realtime pricing must be converted manually.": "Audio and Realtime pricing must be converted manually.",
     "Audio and text-only requests keep their respective pricing.": "Audio and text-only requests keep their respective pricing.",
@@ -653,6 +723,7 @@
     "Audio In": "Audio In",
     "Audio input": "Audio input",
     "Audio Input": "Audio Input",
+    "Audio input cost {{quota}}": "Audio input cost {{quota}}",
     "Audio input price": "Audio input price",
     "Audio Input Price": "Audio Input Price",
     "Audio Out": "Audio Out",
@@ -697,6 +768,8 @@
     "Auto Ban": "Auto Ban",
     "Auto detect (default)": "Auto detect (default)",
     "Auto Disabled": "Auto Disabled",
+    "Auto group {{group}} is duplicated": "Auto group {{group}} is duplicated",
+    "Auto group {{group}} is unavailable or unauthorized": "Auto group {{group}} is unavailable or unauthorized",
     "Auto group behavior": "Auto group behavior",
     "Auto Group Chain": "Auto Group Chain",
     "Auto group order": "Auto group order",
@@ -712,13 +785,25 @@
     "Auto-disable status codes": "Auto-disable status codes",
     "Auto-disable-enabled channels only": "Auto-disable-enabled channels only",
     "Auto-disable-enabled mode probes non-manually-disabled channels with auto-disable enabled.": "Auto-disable-enabled mode probes non-manually-disabled channels with auto-disable enabled.",
+    "Auto-disabled": "Auto-disabled",
     "Auto-discover": "Auto-discover",
     "Auto-discovers endpoints from the provider": "Auto-discovers endpoints from the provider",
     "Auto-fill when one field exists and another is missing": "Auto-fill when one field exists and another is missing",
     "Auto-refreshing every {{seconds}}s": "Auto-refreshing every {{seconds}}s",
     "Auto-retry status codes": "Auto-retry status codes",
+    "Auto-switch on Astra model mismatch": "Auto-switch on Astra model mismatch",
+    "Auto-switch on group degradation": "Auto-switch on group degradation",
+    "Automatic detection": "Automatic detection",
+    "Automatic detection: 15–60 minutes, adjusted when results change.": "Automatic detection: 15–60 minutes, adjusted when results change.",
     "Automatic from system website address": "Automatic from system website address",
+    "Automatic group settings": "Automatic group settings",
+    "Automatic grouping": "Automatic grouping",
+    "Automatic sampling paused": "Automatic sampling paused",
     "Automatic selection": "Automatic selection",
+    "Automatic tag uses the latest valid Astra fingerprint or pelican result within 6 hours. Hiding it does not change routing or detection.": "Automatic tag uses the latest valid Astra fingerprint or pelican result within 6 hours. Hiding it does not change routing or detection.",
+    "Automatic tag uses the latest valid Astra fingerprint or vision result within 6 hours. Hiding it does not change routing or detection.": "Automatic tag uses the latest valid Astra fingerprint or vision result within 6 hours. Hiding it does not change routing or detection.",
+    "Automatic test every 45 minutes.": "Automatic test every 45 minutes.",
+    "Automatically choose from all groups you can access that support the requested model.": "Automatically choose from all groups you can access that support the requested model.",
     "Automatically disable channel on repeated failures": "Automatically disable channel on repeated failures",
     "Automatically disable channels exceeding this response time": "Automatically disable channels exceeding this response time",
     "Automatically disable channels when tests fail": "Automatically disable channels when tests fail",
@@ -726,16 +811,22 @@
     "Automatically replaces upstream callback URLs with the server address.": "Automatically replaces upstream callback URLs with the server address.",
     "Automatically selects the best available group with circuit breaker mechanism": "Automatically selects the best available group with circuit breaker mechanism",
     "Automatically sync model list when upstream changes are detected": "Automatically sync model list when upstream changes are detected",
+    "Availability · {{hours}}h": "Availability · {{hours}}h",
+    "Availability (24h)": "Availability (24h)",
     "Availability (last 24h)": "Availability (last 24h)",
+    "Availability check · every {{minutes}} minutes": "Availability check · every {{minutes}} minutes",
+    "Availability history": "Availability history",
     "Available": "Available",
     "Available Balance": "Available Balance",
     "Available channels: {{count}}": "Available channels: {{count}}",
     "Available credits are ordered by soonest expiration.": "Available credits are ordered by soonest expiration.",
     "Available disk space": "Available disk space",
+    "Available models": "Available models",
     "Available Models": "Available Models",
     "Available reset credits": "Available reset credits",
     "Available Rewards": "Available Rewards",
     "Available variables: {{provider}}, {{field}}, {{op}}, {{required}}, {{current}}, and paths such as {{current.roles}}.": "Available variables: {{provider}}, {{field}}, {{op}}, {{required}}, {{current}}, and paths such as {{current.roles}}.",
+    "Average charged / 1M tokens": "Average charged / 1M tokens",
     "Average latency": "Average latency",
     "Average latency, TTFT, and success rate by group": "Average latency, TTFT, and success rate by group",
     "Average latency, TTFT, TPS, and success rate": "Average latency, TTFT, TPS, and success rate",
@@ -746,6 +837,7 @@
     "Average TTFT": "Average TTFT",
     "Awake engines": "Awake engines",
     "AWS": "AWS",
+    "AWS API": "AWS API",
     "AWS Bedrock Claude Compat": "AWS Bedrock Claude Compat",
     "AWS Key Format": "AWS Key Format",
     "Azure": "Azure",
@@ -767,7 +859,6 @@
     "Backup codes remaining: {{count}}": "Backup codes remaining: {{count}}",
     "Backup group": "Backup group",
     "Backup groups": "备用分组池",
-    "No backup group": "No backup group",
     "Bad Request": "Bad Request",
     "Badge Color": "Badge Color",
     "Baidu": "Baidu",
@@ -784,10 +875,12 @@
     "Balance updated: {{balance}}": "Balance updated: {{balance}}",
     "Bar Chart": "Bar Chart",
     "Bark Push URL": "Bark Push URL",
+    "Bark push URL cannot be empty": "Bark push URL cannot be empty",
     "Base": "Base",
     "Base address provided by your Epay service": "Base address provided by your Epay service",
     "Base amount. Actual deduction = base amount × system group rate.": "Base amount. Actual deduction = base amount × system group rate.",
     "Base charge": "Base charge",
+    "Base group ratios apply until you add an override.": "Base group ratios apply until you add an override.",
     "Base input and output token prices for this tier.": "Base input and output token prices for this tier.",
     "Base input price only": "Base input price only",
     "Base Limits": "Base Limits",
@@ -831,6 +924,7 @@
     "Batch updated channel status ({{count}}/{{total}} changed)": "Batch updated channel status ({{count}}/{{total}} changed)",
     "Batch upstream model update": "Batch upstream model update",
     "Batch upstream model updates applied: {{channels}} channels, {{added}} added, {{removed}} removed, {{fails}} failed": "Batch upstream model updates applied: {{channels}} channels, {{added}} added, {{removed}} removed, {{fails}} failed",
+    "Batch-adding Vertex AI keys requires a JSON array, for example {{example}}. Check the input: {{error}}": "Batch-adding Vertex AI keys requires a JSON array, for example {{example}}. Check the input: {{error}}",
     "Before conversion": "Before conversion",
     "Best for single-tenant deployments. Pricing and billing options stay hidden.": "Best for single-tenant deployments. Pricing and billing options stay hidden.",
     "Best TTFT": "Best TTFT",
@@ -840,18 +934,23 @@
     "Billable token breakdown": "Billable token breakdown",
     "Billed as default. No cell for this combination, so the base ratio of default applies — the 0.8 of vip plays no part.": "Billed as default. No cell for this combination, so the base ratio of default applies — the 0.8 of vip plays no part.",
     "Billed as premium. The highlighted cell matches, so the override 0.3 applies.": "Billed as premium. The highlighted cell matches, so the override 0.3 applies.",
+    "Billed per request": "Billed per request",
     "Billing": "Billing",
     "Billing & Payment": "Billing & Payment",
     "Billing currency": "Billing currency",
     "Billing Details": "Billing Details",
     "Billing expression": "Billing expression",
+    "Billing expressions must be a JSON object mapping models to expressions: {{error}}": "Billing expressions must be a JSON object mapping models to expressions: {{error}}",
     "Billing group": "Billing group",
     "Billing group = default (the token has a group, so use it)": "Billing group = default (the token has a group, so use it)",
     "Billing group = premium (the token has a group, so use it)": "Billing group = premium (the token has a group, so use it)",
     "Billing group = vip (the token has no group, so use the user group)": "Billing group = vip (the token has no group, so use the user group)",
+    "Billing group ratio": "Billing group ratio",
     "Billing History": "Billing History",
+    "Billing management": "Billing management",
     "Billing Mode": "Billing Mode",
     "Billing parameters": "Billing parameters",
+    "Billing parameters: {{params}}": "Billing parameters: {{params}}",
     "Billing Path": "Billing Path",
     "Billing Process": "Billing Process",
     "Billing rule: each call is billed as the token group (falling back to the user group when the token has none). The base ratio always comes from that billing group, not from the user group. To give a user group a special price on another billing group, add an entry in the override matrix.": "Billing rule: each call is billed as the token group (falling back to the user group when the token has none). The base ratio always comes from that billing group, not from the user group. To give a user group a special price on another billing group, add an entry in the override matrix.",
@@ -866,6 +965,7 @@
     "Bind WeChat": "Bind WeChat",
     "Bind WeChat Account": "Bind WeChat Account",
     "Binding Information": "Binding Information",
+    "Binding successful": "Binding successful",
     "Binding successful!": "Binding successful!",
     "Binding Type": "Binding Type",
     "Binding your {{provider}} account": "Binding your {{provider}} account",
@@ -880,6 +980,7 @@
     "Blocked keywords": "Blocked keywords",
     "Blocks messages when sensitive keywords are detected.": "Blocks messages when sensitive keywords are detected.",
     "Body param": "Body param",
+    "Bonus for inviting a user {{quota}}": "Bonus for inviting a user {{quota}}",
     "Boolean": "Boolean",
     "Border radius": "Border radius",
     "Bot Name": "Bot Name",
@@ -933,6 +1034,7 @@
     "Cache Read": "Cache Read",
     "Cache read price": "Cache read price",
     "Cache repeated prompt prefixes for cheaper, faster reuse": "Cache repeated prompt prefixes for cheaper, faster reuse",
+    "Cache statistics: last 24 hours": "Cache statistics: last 24 hours",
     "Cache write": "Cache write",
     "Cache Write": "Cache Write",
     "Cache Write (1h)": "Cache Write (1h)",
@@ -943,6 +1045,7 @@
     "Cached tokens": "Cached tokens",
     "Calculated price: ${{price}} per 1M tokens": "Calculated price: ${{price}} per 1M tokens",
     "Calculated ratio: {{ratio}}": "Calculated ratio: {{ratio}}",
+    "Calculating priority...": "Calculating priority...",
     "Calculating...": "Calculating...",
     "Call 1: the token group is premium": "Call 1: the token group is premium",
     "Call 2: the token group is default": "Call 2: the token group is default",
@@ -955,10 +1058,24 @@
     "Callback Caller IP": "Callback Caller IP",
     "Callback notification URL": "Callback notification URL",
     "Callback Payment Method": "Callback Payment Method",
+    "Callback URL configuration error": "Callback URL configuration error",
     "Callback URL format": "Callback URL format",
     "Cancel": "Cancel",
     "Cancelled": "Cancelled",
     "Cancelled at": "Cancelled at",
+    "Candidate channels": "Candidate channels",
+    "Candidate list truncated; at most 100 candidates are stored per attempt.": "Candidate list truncated; at most 100 candidates are stored per attempt.",
+    "Candy question · one request per channel. Only an answer of 21 passes.": "Candy question · one request per channel. Only an answer of 21 passes.",
+    "Candy test": "Candy test",
+    "Cannot create users with permission level equal to or higher than yourself": "Cannot create users with permission level equal to or higher than yourself",
+    "Cannot delete super administrator account": "Cannot delete super administrator account",
+    "Cannot delete the last key": "Cannot delete the last key",
+    "Cannot demote super administrator user": "Cannot demote super administrator user",
+    "Cannot disable super administrator user": "Cannot disable super administrator user",
+    "Cannot enable {{provider}}. Enter the {{provider}} Client ID and Client Secret first.": "Cannot enable {{provider}}. Enter the {{provider}} Client ID and Client Secret first.",
+    "Cannot enable the email domain restriction. Enter the allowed email domains first.": "Cannot enable the email domain restriction. Enter the allowed email domains first.",
+    "Cannot enable Turnstile verification. Enter the Turnstile settings first.": "Cannot enable Turnstile verification. Enter the Turnstile settings first.",
+    "Cannot enable WeChat login. Enter the WeChat login settings first.": "Cannot enable WeChat login. Enter the WeChat login settings first.",
     "Capabilities": "Capabilities",
     "Caps the response length": "Caps the response length",
     "Capture a reusable bundle of models, tags, or endpoints.": "Capture a reusable bundle of models, tags, or endpoints.",
@@ -980,16 +1097,21 @@
     "Change model vendor": "Change model vendor",
     "Change Password": "Change Password",
     "Change provider": "Change provider",
+    "Change system settings and custom OAuth providers, and sync prices.": "Change system settings and custom OAuth providers, and sync prices.",
     "Change the Passkey domain?": "Change the Passkey domain?",
     "Change To": "Change To",
+    "Change upstream model names": "Change upstream model names",
     "Change vendor": "Change vendor",
+    "Change your display name and personal settings.": "Change your display name and personal settings.",
     "Changed": "Changed",
     "Changed / Total": "Changed / Total",
+    "Changed access token permissions": "Changed access token permissions",
     "Changed Fields": "Changed Fields",
     "Changed fields: {{fields}}": "Changed fields: {{fields}}",
     "Changelog": "Changelog",
     "Changes are written to the settings draft on save.": "Changes are written to the settings draft on save.",
     "Changes declared endpoint types and custom paths shown to users.": "Changes declared endpoint types and custom paths shown to users.",
+    "Changes save on drop. You can undo the last move.": "Changes save on drop. You can undo the last move.",
     "Changes visibility in the model catalog. Channels remain configured separately.": "Changes visibility in the model catalog. Channels remain configured separately.",
     "Changes visibility in the model square. Channel status and existing API access are unchanged.": "Changes visibility in the model square. Channel status and existing API access are unchanged.",
     "Changes which model names inherit this metadata. Prices are not inherited.": "Changes which model names inherit this metadata. Prices are not inherited.",
@@ -999,6 +1121,7 @@
     "Channel {{name}} model {{model}}": "Channel {{name}} model {{model}}",
     "Channel Affinity": "Channel Affinity",
     "Channel affinity reuses the last successful channel based on keys extracted from the request context or JSON body.": "Channel affinity reuses the last successful channel based on keys extracted from the request context or JSON body.",
+    "Channel affinity settings are not initialized": "Channel affinity settings are not initialized",
     "Channel Affinity: Upstream Cache Hit": "Channel Affinity: Upstream Cache Hit",
     "Channel availability and group access are derived from enabled channels. Importing metadata does not create a callable channel.": "Channel availability and group access are derived from enabled channels. Importing metadata does not create a callable channel.",
     "Channel configuration": "Channel configuration",
@@ -1007,8 +1130,11 @@
     "Channel created successfully": "Channel created successfully",
     "Channel deleted successfully": "Channel deleted successfully",
     "Channel disable requested": "Channel disable requested",
+    "Channel disabled": "Channel disabled",
     "Channel disabled successfully": "Channel disabled successfully",
+    "Channel does not exist": "Channel does not exist",
     "Channel enabled successfully": "Channel enabled successfully",
+    "Channel error": "Channel error",
     "Channel Extra Settings": "Channel Extra Settings",
     "Channel health": "Channel health",
     "Channel health checks": "Channel health checks",
@@ -1020,6 +1146,11 @@
     "Channel Management": "Channel Management",
     "Channel models": "Channel models",
     "Channel name is required": "Channel name is required",
+    "Channel no longer exists": "Channel no longer exists",
+    "Channel notifications": "Channel notifications",
+    "Channel priorities changed. Refresh and try again.": "Channel priorities changed. Refresh and try again.",
+    "Channel priorities saved": "Channel priorities saved",
+    "Channel priority is outside the sortable range": "Channel priority is outside the sortable range",
     "Channel selected": "Channel selected",
     "Channel selection": "Channel selection",
     "Channel switching options": "Channel switching options",
@@ -1043,6 +1174,8 @@
     "Channels must also enable Auto Ban before automatic disabling can take effect.": "Channels must also enable Auto Ban before automatic disabling can take effect.",
     "Character chat, storytelling, persona": "Character chat, storytelling, persona",
     "Charge.": "Charge.",
+    "Charged": "Charged",
+    "Charged by actual usage. Unused reservation is refunded; classification failures may still incur generation costs.": "Charged by actual usage. Unused reservation is refunded; classification failures may still incur generation costs.",
     "Chart Preferences": "Chart Preferences",
     "Chart Settings": "Chart Settings",
     "Chat": "Chat",
@@ -1067,14 +1200,19 @@
     "Check resolved IPs against IP filters even when accessing by domain": "Check resolved IPs against IP filters even when accessing by domain",
     "Check the override matrix at row = user group, column = billing group. If that cell is set, use it. Otherwise use the billing group base ratio from the pricing table.": "Check the override matrix at row = user group, column = billing group. If that cell is set, use it. Otherwise use the billing group base ratio from the pricing table.",
     "Check-in failed": "Check-in failed",
+    "Check-in failed, please try again later": "Check-in failed, please try again later",
+    "Check-in failed: quota update error": "Check-in failed: quota update error",
+    "Check-in feature is not enabled": "Check-in feature is not enabled",
     "Check-in Rewards": "Check-in Rewards",
     "Check-in Settings": "Check-in Settings",
+    "Check-in successful": "Check-in successful",
     "Check-in successful! Received": "Check-in successful! Received",
     "Checked in": "Checked in",
     "Checking connection": "Checking connection",
     "Checking file integrity...": "Checking file integrity...",
     "Checking name...": "Checking name...",
     "Checking updates...": "Checking updates...",
+    "Checking upstream models. Channel models will only change after confirmation.": "Checking upstream models. Channel models will only change after confirmation.",
     "checkout.session.completed": "checkout.session.completed",
     "checkout.session.expired": "checkout.session.expired",
     "Checks hourly while you are online, including pre-releases.": "Checks hourly while you are online, including pre-releases.",
@@ -1082,17 +1220,21 @@
     "Chinese": "Chinese",
     "Choose a complete upstream protocol plan or edit individual route groups.": "Choose a complete upstream protocol plan or edit individual route groups.",
     "Choose a provider or plugin to configure your channel.": "Choose a provider or plugin to configure your channel.",
+    "Choose a time at least one hour from now": "Choose a time at least one hour from now",
+    "Choose a time range of up to {{days}} days. The other filters on this page also apply.": "Choose a time range of up to {{days}} days. The other filters on this page also apply.",
     "Choose a username": "Choose a username",
     "Choose a valid IANA timezone.": "Choose a valid IANA timezone.",
     "Choose an amount and payment method": "Choose an amount and payment method",
     "Choose and order the groups this API key will try after its own group.": "选择并排列此 API 密钥在其自身分组之后将依次尝试的分组。",
     "Choose and order the groups this API key will try.": "Choose and order the groups this API key will try.",
     "Choose another file": "Choose another file",
+    "Choose automatically: low cost, fast response or stability": "Choose automatically: low cost, fast response or stability",
     "Choose between default expanded, compact icon-only, or full layout mode": "Choose between default expanded, compact icon-only, or full layout mode",
     "Choose between inset, floating, or standard sidebar layout": "Choose between inset, floating, or standard sidebar layout",
     "Choose between left-to-right or right-to-left site direction": "Choose between left-to-right or right-to-left site direction",
     "Choose between system preference, light mode, or dark mode": "Choose between system preference, light mode, or dark mode",
     "Choose channels to sync upstream ratio configurations from": "Choose channels to sync upstream ratio configurations from",
+    "Choose distinct groups and finite, non-negative multipliers.": "Choose distinct groups and finite, non-negative multipliers.",
     "Choose file": "Choose file",
     "Choose Group": "Choose Group",
     "Choose how flow widths are calculated.": "Choose how flow widths are calculated.",
@@ -1107,6 +1249,8 @@
     "Choose the domain used when this Passkey was created, then try again.": "Choose the domain used when this Passkey was created, then try again.",
     "Choose where to fetch upstream metadata.": "Choose where to fetch upstream metadata.",
     "Choose which charts are selected by default when opening model analytics.": "Choose which charts are selected by default when opening model analytics.",
+    "Ciallo check · passes when the response contains Ciallo.": "Ciallo check · passes when the response contains Ciallo.",
+    "Ciallo test": "Ciallo test",
     "Clamped to": "Clamped to",
     "Claude": "Claude",
     "Claude CLI Header Passthrough": "Claude CLI Header Passthrough",
@@ -1130,6 +1274,7 @@
     "Clear cache for this rule": "Clear cache for this rule",
     "Clear chat history": "Clear chat history",
     "Clear chat history?": "Clear chat history?",
+    "Clear field selection": "Clear field selection",
     "Clear filters": "Clear filters",
     "Clear Mapping": "Clear Mapping",
     "Clear mode flags in prompts": "Clear mode flags in prompts",
@@ -1178,6 +1323,7 @@
     "Close panel": "Close panel",
     "Close the panel to edit here": "Close the panel to edit here",
     "Close Today": "Close Today",
+    "Closest fingerprint": "Closest fingerprint",
     "Cloudflare": "Cloudflare",
     "CNY": "CNY",
     "CNY per USD": "CNY per USD",
@@ -1199,6 +1345,7 @@
     "Collapse All": "Collapse All",
     "Collapse panel": "Collapse panel",
     "Collect relay latency and success-rate metrics for the model square.": "Collect relay latency and success-rate metrics for the model square.",
+    "Collecting usage": "Collecting usage",
     "Color": "Color",
     "Color is required": "Color is required",
     "Color preset": "Color preset",
@@ -1225,6 +1372,7 @@
     "Compare each vendor's token share since launch": "Compare each vendor's token share since launch",
     "Compare prices and choose a source for each model.": "Compare prices and choose a source for each model.",
     "Compare the most popular models on the platform": "Compare the most popular models on the platform",
+    "Compare the returned model with Astra and record the result. Detection alone does not reject responses. When disabled, response model checks and switching on model mismatch are off.": "Compare the returned model with Astra and record the result. Detection alone does not reject responses. When disabled, response model checks and switching on model mismatch are off.",
     "Comparison operator": "Comparison operator",
     "compatible API routes": "compatible API routes",
     "Compatible API routes for common AI application workflows": "Compatible API routes for common AI application workflows",
@@ -1235,6 +1383,7 @@
     "Complete sign-in": "Complete sign-in",
     "Complete the invalid fields before saving or switching modes. The last valid expression is preserved.": "Complete the invalid fields before saving or switching modes. The last valid expression is preserved.",
     "Complete these steps to finish the initial installation.": "Complete these steps to finish the initial installation.",
+    "Complete top-up orders and manage subscription plans and user subscriptions.": "Complete top-up orders and manage subscription plans and user subscriptions.",
     "Completed": "Completed",
     "Completed security verification": "Completed security verification",
     "Completed top-up order for the user": "Completed top-up order for the user",
@@ -1242,9 +1391,11 @@
     "Completion price": "Completion price",
     "Completion price ($/1M tokens)": "Completion price ($/1M tokens)",
     "Completion ratio": "Completion ratio",
+    "Compliance confirmation fields cannot be changed through the general settings API": "Compliance confirmation fields cannot be changed through the general settings API",
     "Compliance confirmation required": "Compliance confirmation required",
     "Compliance confirmed": "Compliance confirmed",
     "Compliance confirmed successfully": "Compliance confirmed successfully",
+    "Composition failed": "Composition failed",
     "Concatenate channel system prompt with user&apos;s prompt": "Concatenate channel system prompt with user&apos;s prompt",
     "Condition {{path}}": "Condition {{path}}",
     "Condition actions {{path}}": "Condition actions {{path}}",
@@ -1267,6 +1418,7 @@
     "Configuration required": "Configuration required",
     "Configure": "Configure",
     "Configure a Creem product for user recharge options.": "Configure a Creem product for user recharge options.",
+    "Configure a custom ratio for \"{{userGroup}}\" users when using a specific token group.": "Configure a custom ratio for \"{{userGroup}}\" users when using a specific token group.",
     "Configure a custom ratio for when users use a specific token group.": "Configure a custom ratio for when users use a specific token group.",
     "Configure a group that users can select when creating API keys.": "Configure a group that users can select when creating API keys.",
     "Configure a new custom OAuth provider for user authentication.": "Configure a new custom OAuth provider for user authentication.",
@@ -1305,7 +1457,9 @@
     "Configured routes and latency checks": "Configured routes and latency checks",
     "Confirm": "Confirm",
     "Confirm Action": "Confirm Action",
+    "Confirm and detect": "Confirm and detect",
     "Confirm and enable": "Confirm and enable",
+    "Confirm and sample": "Confirm and sample",
     "Confirm Batch Update": "Confirm Batch Update",
     "Confirm Billing Conflicts": "Confirm Billing Conflicts",
     "Confirm both your current and new email addresses to finish this change.": "Confirm both your current and new email addresses to finish this change.",
@@ -1325,9 +1479,12 @@
     "Confirm invalidate": "Confirm Invalidate",
     "Confirm log cleanup": "Confirm log cleanup",
     "Confirm log file cleanup?": "Confirm log file cleanup?",
+    "Confirm model changes": "Confirm model changes",
     "Confirm New Password": "Confirm New Password",
+    "Confirm paid detection": "Confirm paid detection",
     "Confirm password": "Confirm password",
     "Confirm Payment": "Confirm Payment",
+    "Confirm reset": "Confirm reset",
     "Confirm Selection": "Confirm Selection",
     "Confirm settings and finish setup": "Confirm settings and finish setup",
     "confirm that I bear legal responsibility arising from deployment": "confirm that I bear legal responsibility arising from deployment",
@@ -1336,7 +1493,11 @@
     "Confirm Unbind": "Confirm Unbind",
     "Confirm usage reset": "Confirm usage reset",
     "Confirm your identity before accessing this sensitive action.": "Confirm your identity before accessing this sensitive action.",
+    "Confirm your identity before changing the account {{username}}.": "Confirm your identity before changing the account {{username}}.",
+    "Confirm your identity before creating an administrator account.": "Confirm your identity before creating an administrator account.",
+    "Confirm your identity before permanently deleting the account {{username}}.": "Confirm your identity before permanently deleting the account {{username}}.",
     "Confirm your identity before removing this Passkey from your account.": "Confirm your identity before removing this Passkey from your account.",
+    "Confirm your identity before unbinding {{provider}} from this user.": "Confirm your identity before unbinding {{provider}} from this user.",
     "Confirm your identity with Two-factor Authentication before registering a Passkey.": "Confirm your identity with Two-factor Authentication before registering a Passkey.",
     "Confirmed at {{time}} by user #{{userId}}": "Confirmed at {{time}} by user #{{userId}}",
     "Confirmed payment compliance": "Confirmed payment compliance",
@@ -1351,6 +1512,7 @@
     "Connect to Coze bots": "Connect to Coze bots",
     "Connect to DeepSeek model services": "Connect to DeepSeek model services",
     "Connect to Dify applications and workflows": "Connect to Dify applications and workflows",
+    "Connect to Doubao Seedance video and Seedream image generation through Volcengine Ark": "Connect to Doubao Seedance video and Seedream image generation through Volcengine Ark",
     "Connect to FastGPT applications": "Connect to FastGPT applications",
     "Connect to iFlytek Spark model services": "Connect to iFlytek Spark model services",
     "Connect to Jimeng image and video generation services": "Connect to Jimeng image and video generation services",
@@ -1360,10 +1522,10 @@
     "Connect to local or self-hosted Ollama models": "Connect to local or self-hosted Ollama models",
     "Connect to MiniMax model services": "Connect to MiniMax model services",
     "Connect to Mistral AI model services": "Connect to Mistral AI model services",
-    "Connect to model services from another New API instance": "Connect to model services from another New API instance",
     "Connect to model services through a Sub2API gateway": "Connect to model services through a Sub2API gateway",
     "Connect to models through the Google Gemini API": "Connect to models through the Google Gemini API",
     "Connect to Moonshot AI model services": "Connect to Moonshot AI model services",
+    "Connect to New API model services with support for multiple task plugins": "Connect to New API model services with support for multiple task plugins",
     "Connect to OpenAI models deployed on Azure": "Connect to OpenAI models deployed on Azure",
     "Connect to OpenAI Sora video generation services": "Connect to OpenAI Sora video generation services",
     "Connect to Perplexity model services": "Connect to Perplexity model services",
@@ -1446,6 +1608,7 @@
     "Copy All Codes": "Copy All Codes",
     "Copy all models": "Copy all models",
     "Copy API key": "Copy API key",
+    "Copy API URL": "Copy API URL",
     "Copy base URL": "Copy base URL",
     "Copy billing expression": "Copy billing expression",
     "Copy callback URL": "Copy callback URL",
@@ -1468,6 +1631,7 @@
     "Copy redirect URL": "Copy redirect URL",
     "Copy referral link": "Copy referral link",
     "Copy Request Header": "Copy Request Header",
+    "Copy request ID": "Copy request ID",
     "Copy secret key": "Copy secret key",
     "Copy selected codes": "Copy selected codes",
     "Copy selected keys": "Copy selected keys",
@@ -1476,6 +1640,7 @@
     "Copy source field to target field": "Copy source field to target field",
     "Copy the key and paste it here": "Copy the key and paste it here",
     "Copy this prompt and send it to an LLM (e.g. ChatGPT / Claude) to help design your billing expression.": "Copy this prompt and send it to an LLM (e.g. ChatGPT / Claude) to help design your billing expression.",
+    "Copy this token now. It will not be shown again.": "Copy this token now. It will not be shown again.",
     "Copy to clipboard": "Copy to clipboard",
     "Copy token": "Copy token",
     "Copy URL": "Copy URL",
@@ -1485,6 +1650,8 @@
     "Core Configuration": "Core Configuration",
     "Core Features": "Core Features",
     "Core pricing": "Core pricing",
+    "Correct the invalid settings before saving.": "Correct the invalid settings before saving.",
+    "Correlation key": "Correlation key",
     "Cost": "Cost",
     "Cost = 10 × 0.3 = 3": "Cost = 10 × 0.3 = 3",
     "Cost = 10 × 0.8 = 8": "Cost = 10 × 0.8 = 8",
@@ -1501,6 +1668,7 @@
     "Count": "Count",
     "Count must be between {{min}} and {{max}}": "Count must be between {{min}} and {{max}}",
     "Counters and averages cover the period since the upstream metrics were initialized or reset.": "Counters and averages cover the period since the upstream metrics were initialized or reset.",
+    "Coverage {{sampled}}/{{total}} · inconclusive {{unclear}} · failed {{errors}}": "Coverage {{sampled}}/{{total}} · inconclusive {{unclear}} · failed {{errors}}",
     "Coze": "Coze",
     "CPU": "CPU",
     "CPU Threshold (%)": "CPU Threshold (%)",
@@ -1508,7 +1676,9 @@
     "Create a copy of:": "Create a copy of:",
     "Create a key for your app or service": "Create a key for your app or service",
     "Create a new user group to configure ratio overrides for.": "Create a new user group to configure ratio overrides for.",
+    "Create access token": "Create access token",
     "Create account": "Create account",
+    "Create aliases for users": "Create aliases for users",
     "Create an account": "Create an account",
     "Create an API key to unlock the real request": "Create an API key to unlock the real request",
     "Create and review invite or credit codes.": "Create and review invite or credit codes.",
@@ -1540,15 +1710,22 @@
     "Create succeeded": "Create succeeded",
     "Create Vendor": "Create Vendor",
     "Create your first group to reuse model, tag, or endpoint selections anywhere in the dashboard.": "Create your first group to reuse model, tag, or endpoint selections anywhere in the dashboard.",
+    "Create, edit, and delete API keys.": "Create, edit, and delete API keys.",
+    "Create, edit, and delete deployments, and test connections.": "Create, edit, and delete deployments, and test connections.",
+    "Create, edit, and delete prefill groups.": "Create, edit, and delete prefill groups.",
+    "Create, edit, and delete redemption codes.": "Create, edit, and delete redemption codes.",
+    "Create, edit, disable, and delete users, and reset their security settings.": "Create, edit, disable, and delete users, and reset their security settings.",
     "Create, revoke, and audit API tokens.": "Create, revoke, and audit API tokens.",
     "Created": "Created",
     "Created {{count}} redemption codes named {{name}} ({{quota}} each)": "Created {{count}} redemption codes named {{name}} ({{quota}} each)",
+    "Created {{time}}": "Created {{time}}",
     "Created a custom OAuth provider": "Created a custom OAuth provider",
     "Created a deployment": "Created a deployment",
     "Created a model": "Created a model",
     "Created a prefill group": "Created a prefill group",
     "Created a subscription plan": "Created a subscription plan",
     "Created a vendor": "Created a vendor",
+    "Created an access token": "Created an access token",
     "Created At": "Created At",
     "Created channel {{name}} (type {{type}}, count {{count}})": "Created channel {{name}} (type {{type}}, count {{count}})",
     "Created user {{username}} (role {{role}})": "Created user {{username}} (role {{role}})",
@@ -1566,7 +1743,10 @@
     "Creem Payment": "Creem Payment",
     "Creem product ID from your Creem dashboard.": "Creem product ID from your Creem dashboard.",
     "Creem products must be a JSON array": "Creem products must be a JSON array",
+    "Creem webhook is not configured": "Creem webhook is not configured",
+    "CreemProductId is not configured for this plan": "CreemProductId is not configured for this plan",
     "Cross-group": "Cross-group",
+    "Cross-group retry": "Cross-group retry",
     "Cumulative usage": "Cumulative usage",
     "Currency": "Currency",
     "Currency & Display": "Currency & Display",
@@ -1579,6 +1759,8 @@
     "Current email verification code": "Current email verification code",
     "Current email: {{email}}. Enter a new email to change.": "Current email: {{email}}. Enter a new email to change.",
     "Current exchange rate: 1 USD = {{rate}} {{currency}}": "Current exchange rate: 1 USD = {{rate}} {{currency}}",
+    "Current interval: {{minutes}} minutes": "Current interval: {{minutes}} minutes",
+    "Current intervals: {{min}}–{{max}} minutes": "Current intervals: {{min}}–{{max}} minutes",
     "Current key": "Current key",
     "Current key disable requested": "Current key disable requested",
     "Current legacy JSON is invalid, cannot append": "Current legacy JSON is invalid, cannot append",
@@ -1625,14 +1807,18 @@
     "Custom multipliers when specific user groups use specific token groups. Example: VIP users get 0.9x rate when using \"edit_this\" group tokens.": "Custom multipliers when specific user groups use specific token groups. Example: VIP users get 0.9x rate when using \"edit_this\" group tokens.",
     "Custom OAuth": "Custom OAuth",
     "Custom OAuth Providers": "Custom OAuth Providers",
+    "Custom reset cycle must be greater than 0 seconds": "Custom reset cycle must be greater than 0 seconds",
     "Custom Seconds": "Custom Seconds",
     "Custom sidebar section": "Custom sidebar section",
+    "Custom tag": "Custom tag",
     "Custom task plugin setting updated": "Custom task plugin setting updated",
     "Custom Time Range": "Custom Time Range",
     "Custom Zoom": "Custom Zoom",
+    "Customize pool": "Customize pool",
     "Customize sidebar display content": "Customize sidebar display content",
     "Daily": "Daily",
     "Daily Check-in": "Daily Check-in",
+    "Daily check-in, received {{quota}}": "Daily check-in, received {{quota}}",
     "Daily token usage by model across the past few weeks": "Daily token usage by model across the past few weeks",
     "Daily token usage by model across the past month": "Daily token usage by model across the past month",
     "Daily token usage by model over the past month": "Daily token usage by model over the past month",
@@ -1649,6 +1835,8 @@
     "Data retention": "Data retention",
     "Database": "Database",
     "Database check": "Database check",
+    "Database connection failed": "Database connection failed",
+    "Database error, please contact the administrator": "Database error, please contact the administrator",
     "Date and time when this announcement should be displayed": "Date and time when this announcement should be displayed",
     "Date Range": "Date Range",
     "Day": "Day",
@@ -1675,10 +1863,12 @@
     "Default Bearer": "Default Bearer",
     "Default Collapse Sidebar": "Default Collapse Sidebar",
     "Default consumption chart": "Default consumption chart",
+    "Default group": "Default group",
     "Default Max Tokens": "Default Max Tokens",
     "Default model call chart": "Default model call chart",
     "Default placeholder": "Default placeholder",
     "Default range": "Default range",
+    "Default reminder threshold": "Default reminder threshold",
     "Default Responses API version, if empty, will use the API version above": "Default Responses API version, if empty, will use the API version above",
     "Default session lifetime (seconds)": "Default session lifetime (seconds)",
     "Default system prompt for this channel": "Default system prompt for this channel",
@@ -1690,6 +1880,7 @@
     "Define API endpoints for this model (JSON format)": "Define API endpoints for this model (JSON format)",
     "Define endpoint mappings for each provider.": "Define endpoint mappings for each provider.",
     "Define per-group rules to add, remove, or append selectable groups for specific user groups.": "Define per-group rules to add, remove, or append selectable groups for specific user groups.",
+    "Degraded": "Degraded",
     "Degraded performance recently": "Degraded performance recently",
     "Delete": "Delete",
     "Delete (": "Delete (",
@@ -1735,6 +1926,7 @@
     "Delete plugin version?": "Delete plugin version?",
     "Delete Provider": "Delete Provider",
     "Delete Request Header": "Delete Request Header",
+    "Delete rule": "Delete rule",
     "Delete Rule": "Delete Rule",
     "Delete selected API keys": "Delete selected API keys",
     "Delete selected channels": "Delete selected channels",
@@ -1749,6 +1941,7 @@
     "Deleted": "Deleted",
     "Deleted \"{{name}}\"": "Deleted \"{{name}}\"",
     "Deleted ({{id}})": "Deleted ({{id}})",
+    "Deleted {{count}} auto-disabled keys": "Deleted {{count}} auto-disabled keys",
     "Deleted {{count}} failed models": "Deleted {{count}} failed models",
     "Deleted {{count}} historical system tasks": "Deleted {{count}} historical system tasks",
     "Deleted {{count}} stale instances": "Deleted {{count}} stale instances",
@@ -1783,12 +1976,16 @@
     "Deployment logs": "Deployment logs",
     "Deployment Region": "Deployment Region",
     "Deployment Region *": "Deployment Region *",
+    "Deployment region cannot be empty": "Deployment region cannot be empty",
+    "Deployment region must be valid JSON, for example {{example}}": "Deployment region must be valid JSON, for example {{example}}",
+    "Deployment region must include a default field": "Deployment region must include a default field",
     "Deployment requested": "Deployment requested",
     "Deployments": "Deployments",
     "Deprecated": "Deprecated",
     "Derives the request names your users call": "Derives the request names your users call",
     "Derives the upstream names sent to the provider": "Derives the upstream names sent to the provider",
     "Desc": "Desc",
+    "Descending": "Descending",
     "Describe": "Describe",
     "Describe this model...": "Describe this model...",
     "Describe this vendor...": "Describe this vendor...",
@@ -1805,7 +2002,12 @@
     "Detected database": "Detected database",
     "Detected high-risk status code redirect rules": "The following high-risk status code redirect rules were detected:",
     "Detection complete: {{add}} to add, {{remove}} to remove": "Detection complete: {{add}} to add, {{remove}} to remove",
+    "Detection could not be completed. Only measured usage is charged.": "Detection could not be completed. Only measured usage is charged.",
+    "Detection details": "Detection details",
     "Detection failed": "Detection failed",
+    "Detection finished": "Detection finished",
+    "Detection in progress": "Detection in progress",
+    "Detection records reset": "Detection records reset",
     "Determines how this group is applied elsewhere.": "Determines how this group is applied elsewhere.",
     "Deterministic sampling seed (best-effort)": "Deterministic sampling seed (best-effort)",
     "Developer Friendly": "Developer Friendly",
@@ -1827,12 +2029,14 @@
     "Disable selected channels": "Disable selected channels",
     "Disable selected models": "Disable selected models",
     "Disable store passthrough": "Disable store passthrough",
+    "Disable tag grouping to drag channels": "Disable tag grouping to drag channels",
     "Disable task plugins?": "Disable task plugins?",
     "Disable this key?": "Disable this key?",
     "Disable threshold (seconds)": "Disable threshold (seconds)",
     "Disable Two-Factor Authentication": "Disable Two-Factor Authentication",
     "disabled": "disabled",
     "Disabled": "Disabled",
+    "Disabled {{count}} keys": "Disabled {{count}} keys",
     "Disabled all channels with tag: {{tag}}": "Disabled all channels with tag: {{tag}}",
     "Disabled channels with tag {{tag}}": "Disabled channels with tag {{tag}}",
     "Disabled globally": "Disabled globally",
@@ -1847,6 +2051,7 @@
     "Discard unsaved changes?": "Discard unsaved changes?",
     "Disclaimer: Personal use only. Do not distribute or share any credentials. This channel has prerequisites and requires prior setup; use it only if you understand the flow and risks, and comply with OpenAI's terms and policies. Credentials and configuration are for Codex CLI integration only, and are not intended for any other client, platform, or channel.": "Disclaimer: Personal use only. Do not distribute or share any credentials. This channel has prerequisites and requires prior setup; use it only if you understand the flow and risks, and comply with OpenAI's terms and policies. Credentials and configuration are for Codex CLI integration only, and are not intended for any other client, platform, or channel.",
     "Discord": "Discord",
+    "Discord ID is empty!": "Discord ID is empty!",
     "Discount": "Discount",
     "Discount map by recharge amount (JSON object)": "Discount map by recharge amount (JSON object)",
     "Discount Rate": "Discount Rate",
@@ -1879,6 +2084,7 @@
     "Display name shown to users.": "Display name shown to users.",
     "Display Options": "Display Options",
     "Display policy": "Display policy",
+    "Display settings saved": "Display settings saved",
     "Display Token Statistics": "Display Token Statistics",
     "Displayed": "Displayed",
     "Displayed in": "Displayed in",
@@ -1898,16 +2104,23 @@
     "Domain Filter Mode": "Domain Filter Mode",
     "Don't have an account?": "Don't have an account?",
     "Done": "Done",
+    "Doubao": "Doubao",
     "Doubao custom API address editing unlocked": "Doubao custom API address editing unlocked",
-    "DoubaoVideo": "DoubaoVideo",
     "Double check the configuration below. Your system will be locked until initialization is complete.": "Double check the configuration below. Your system will be locked until initialization is complete.",
     "Downgrade Group": "Downgrade Group",
+    "Downgrade group does not exist": "Downgrade group does not exist",
+    "Downgrade rate · last 6 hours": "Downgrade rate · last 6 hours",
     "Downgrade to pre-purchase group": "Downgrade to pre-purchase group",
     "Downgrade to this group after the subscription expires": "Downgrade to this group after the subscription expires",
     "Download": "Download",
     "Drag {{group}} to reorder": "Drag {{group}} to reorder",
+    "Drag mode": "Drag mode",
+    "Drag mode help": "Drag mode help",
+    "Drag the handle to move a channel.": "Drag the handle to move a channel.",
+    "Drag to change priority. Use arrow keys to move, Escape to cancel.": "Drag to change priority. Use arrow keys to move, Escape to cancel.",
     "Drag to move": "Drag to move",
     "Drag to resize": "Drag to resize",
+    "Drag to set channel priority": "Drag to set channel priority",
     "Draw": "Draw",
     "Drawing": "Drawing",
     "Drawing logs": "Drawing logs",
@@ -1915,6 +2128,9 @@
     "Drawing task polling": "Drawing task polling",
     "Drawing task records": "Drawing task records",
     "Drop a JavaScript plugin file here": "Drop a JavaScript plugin file here",
+    "Drop at an edge to create a different priority.": "Drop at an edge to create a different priority.",
+    "Drop between tiers to change priority, or in the center to join a tier": "Drop between tiers to change priority, or in the center to join a tier",
+    "Drop in the center to use the same priority.": "Drop in the center to use the same priority.",
     "Dry run result": "Dry run result",
     "Duplicate": "Duplicate",
     "Duplicate group names: {{names}}": "Duplicate group names: {{names}}",
@@ -1967,6 +2183,7 @@
     "e.g., https://ark.cn-beijing.volces.com": "e.g., https://ark.cn-beijing.volces.com",
     "e.g., https://docs-test-001.openai.azure.com": "e.g., https://docs-test-001.openai.azure.com",
     "e.g., https://fastgpt.run/api/openapi": "e.g., https://fastgpt.run/api/openapi",
+    "e.g., my-project-123": "e.g., my-project-123",
     "e.g., OpenAI GPT-4 Production": "e.g., OpenAI GPT-4 Production",
     "e.g., preview": "e.g., preview",
     "e.g., prod_xxx": "e.g., prod_xxx",
@@ -1975,6 +2192,8 @@
     "e.g., us-central1 or JSON format for model-specific regions": "e.g., us-central1 or JSON format for model-specific regions",
     "e.g., v2.1": "e.g., v2.1",
     "Each backup code can only be used once.": "Each backup code can only be used once.",
+    "Each consumed attempt is charged independently at the requested model price and its actual group ratio. The total below is a summary, not another charge.": "Each consumed attempt is charged independently at the requested model price and its actual group ratio. The total below is a summary, not another charge.",
+    "Each consumed attempt is charged independently, including rejected results.": "Each consumed attempt is charged independently, including rejected results.",
     "Each item must be an object with a single key-value pair.": "Each item must be an object with a single key-value pair.",
     "Each item must have exactly one key-value pair.": "Each item must have exactly one key-value pair.",
     "Each line represents one keyword. Leave blank to disable the list but keep the switch states.": "Each line represents one keyword. Leave blank to disable the list but keep the switch states.",
@@ -1989,6 +2208,7 @@
     "Earnings": "Earnings",
     "Edit": "Edit",
     "Edit {{title}}": "Edit {{title}}",
+    "Edit access token": "Edit access token",
     "Edit all channels with tag:": "Edit all channels with tag:",
     "Edit Announcement": "Edit Announcement",
     "Edit API Shortcut": "Edit API Shortcut",
@@ -1998,18 +2218,16 @@
     "Edit chat preset": "Edit chat preset",
     "Edit discount tier": "Edit discount tier",
     "Edit FAQ": "Edit FAQ",
-    "Enable passthrough": "Enable passthrough",
-    "Enable request body passthrough?": "Enable request body passthrough?",
-    "Enable request header passthrough?": "Enable request header passthrough?",
-    "Enable session affinity": "Enable session affinity",
     "Edit group": "Edit group",
     "Edit group rate limit": "Edit group rate limit",
+    "Edit group settings as JSON. Changes are shared with the visual editor.": "Edit group settings as JSON. Changes are shared with the visual editor.",
     "Edit JSON object directly. Suitable for simple parameter overrides.": "Edit JSON object directly. Suitable for simple parameter overrides.",
     "Edit JSON text directly. Format will be validated on save.": "Edit JSON text directly. Format will be validated on save.",
     "Edit mapping": "Edit mapping",
     "Edit model": "Edit model",
     "Edit Model": "Edit Model",
     "Edit model pricing": "Edit model pricing",
+    "Edit models and vendors, and sync them from upstream.": "Edit models and vendors, and sync them from upstream.",
     "Edit non-sensitive settings such as models, groups, and routing rules.": "Edit non-sensitive settings such as models, groups, and routing rules.",
     "Edit OAuth Provider": "Edit OAuth Provider",
     "Edit payment method": "Edit payment method",
@@ -2029,18 +2247,25 @@
     "Editor mode": "Editor mode",
     "Education": "Education",
     "Effective icon": "Effective icon",
+    "Eicy relay status": "Eicy relay status",
+    "Eligible candidate": "Eligible candidate",
     "Email": "Email",
     "Email (required for verification)": "Email (required for verification)",
+    "Email & Notifications": "Email & Notifications",
     "Email Address": "Email Address",
+    "Email address is already in use": "Email address is already in use",
     "Email Alias Restriction": "Email Alias Restriction",
     "Email bound successfully!": "Email bound successfully!",
     "Email confirmation code resend": "Email confirmation code resend",
     "Email Domain Restriction": "Email Domain Restriction",
     "Email Domain Whitelist": "Email Domain Whitelist",
     "Email Field": "Email Field",
+    "Email is empty!": "Email is empty!",
+    "Email or password is empty!": "Email or password is empty!",
     "Email Verification": "Email Verification",
     "Email verification code is incorrect.": "Email verification code is incorrect.",
     "Email verification has ended. Start again to continue.": "Email verification has ended. Start again to continue.",
+    "Email verification is enabled, please enter email address and verification code": "Email verification is enabled, please enter email address and verification code",
     "Email, summarisation, knowledge work": "Email, summarisation, knowledge work",
     "Embeddings": "Embeddings",
     "Empty": "Empty",
@@ -2049,6 +2274,7 @@
     "Enable {{parameter}}": "Enable {{parameter}}",
     "Enable 2FA": "Enable 2FA",
     "Enable All": "Enable All",
+    "Enable Astra auto-switch?": "Enable Astra auto-switch?",
     "Enable check-in feature": "Enable check-in feature",
     "Enable custom task plugins": "Enable custom task plugins",
     "Enable Data Dashboard": "Enable Data Dashboard",
@@ -2070,16 +2296,18 @@
     "Enable or disable this channel": "Enable or disable this channel",
     "Enable or disable this model": "Enable or disable this model",
     "Enable Passkey": "Enable Passkey",
+    "Enable passthrough": "Enable passthrough",
     "Enable Performance Monitoring": "Enable Performance Monitoring",
     "Enable plugin {{key}}": "Enable plugin {{key}}",
     "Enable plugin?": "Enable plugin?",
     "Enable rate limiting": "Enable rate limiting",
+    "Enable request body passthrough?": "Enable request body passthrough?",
+    "Enable request header passthrough?": "Enable request header passthrough?",
     "Enable Request Passthrough": "Enable Request Passthrough",
     "Enable Responses WebSocket": "Enable Responses WebSocket",
-    "Validate Astra upstream model": "Validate Astra upstream model",
-    "Reject a Responses result when the upstream declares a model other than gpt-6-astra. Enabled by default; disable only for an intentional mapping.": "Reject a Responses result when the upstream declares a model other than gpt-6-astra. Enabled by default; disable only for an intentional mapping.",
     "Enable selected channels": "Enable selected channels",
     "Enable selected models": "Enable selected models",
+    "Enable session affinity": "Enable session affinity",
     "Enable SSL/TLS": "Enable SSL/TLS",
     "Enable SSRF Protection": "Enable SSRF Protection",
     "Enable STARTTLS": "Enable STARTTLS",
@@ -2102,7 +2330,10 @@
     "Enable when the upstream needs client information from Codex or Claude Code headers; may expose client information": "Enable when the upstream needs client information from Codex or Claude Code headers; may expose client information",
     "Enable when the upstream needs information from clients such as Codex or Claude Code, including User-Agent, client version or session headers. Usually leave this off.": "Enable when the upstream needs information from clients such as Codex or Claude Code, including User-Agent, client version or session headers. Usually leave this off.",
     "Enabled": "Enabled",
+    "Enabled {{count}} keys": "Enabled {{count}} keys",
     "Enabled all channels with tag: {{tag}}": "Enabled all channels with tag: {{tag}}",
+    "Enabled by default for gpt-6-astra. Keep the last valid fingerprint and pelican conclusions until recovery or reset. Failed checks do not clear them.": "Enabled by default for gpt-6-astra. Keep the last valid fingerprint and pelican conclusions until recovery or reset. Failed checks do not clear them.",
+    "Enabled by default for gpt-6-astra. Keep the last valid fingerprint and vision conclusions until recovery or reset. Failed checks do not clear them.": "Enabled by default for gpt-6-astra. Keep the last valid fingerprint and vision conclusions until recovery or reset. Failed checks do not clear them.",
     "Enabled channels with tag {{tag}}": "Enabled channels with tag {{tag}}",
     "Enabled Status": "Enabled Status",
     "Enabled two-factor authentication": "Enabled two-factor authentication",
@@ -2119,6 +2350,8 @@
     "Endpoint": "Endpoint",
     "Endpoint config": "Endpoint config",
     "Endpoint Configuration": "Endpoint Configuration",
+    "Endpoint probe": "Endpoint probe",
+    "Endpoint status": "Endpoint status",
     "Endpoint Type": "Endpoint Type",
     "Endpoint, provider-specific settings, and credentials.": "Endpoint, provider-specific settings, and credentials.",
     "Endpoint:": "Endpoint:",
@@ -2137,6 +2370,7 @@
     "Enter a positive integer": "Enter a positive integer",
     "Enter a positive or negative amount to adjust the quota": "Enter a positive or negative amount to adjust the quota",
     "Enter a react-icons component name. Invalid names show no icon.": "Enter a react-icons component name. Invalid names show no icon.",
+    "Enter a rule to preview mappings.": "Enter a rule to preview mappings.",
     "Enter a valid condition value.": "Enter a valid condition value.",
     "Enter a valid email or leave blank": "Enter a valid email or leave blank",
     "Enter a value and press Enter": "Enter a value and press Enter",
@@ -2183,8 +2417,6 @@
     "Enter password (8-20 characters)": "Enter password (8-20 characters)",
     "Enter password (8–128 characters)": "Enter password (8–128 characters)",
     "Enter previous domains, one per line, without a protocol, port or path. Different ports on the same domain do not need compatible domains.": "Enter previous domains, one per line, without a protocol, port or path. Different ports on the same domain do not need compatible domains.",
-    "Entries configured in Request Header Override still take priority": "Entries configured in Request Header Override still take priority",
-    "Excludes the first attempt. Counted per group.": "Excludes the first attempt. Counted per group.",
     "Enter previous Passkey domains, one per line. Existing Passkeys can still verify with these domains; new Passkeys use the primary domain.": "Enter previous Passkey domains, one per line. Existing Passkeys can still verify with these domains; new Passkeys use the primary domain.",
     "Enter quota in {{currency}}": "Enter quota in {{currency}}",
     "Enter quota in tokens": "Enter quota in tokens",
@@ -2199,6 +2431,7 @@
     "Enter the 6-digit Time-based One-Time Password or 8-character backup code from your authenticator app.": "Enter the 6-digit Time-based One-Time Password or 8-character backup code from your authenticator app.",
     "Enter the complete URL, supports": "Enter the complete URL, supports",
     "Enter the Coze agent ID": "Enter the Coze agent ID",
+    "Enter the Discovery URL or Issuer URL first": "Enter the Discovery URL or Issuer URL first",
     "Enter the full URL of your Gotify server": "Enter the full URL of your Gotify server",
     "Enter the knowledge base ID": "Enter the knowledge base ID",
     "Enter the path before /suno, usually just the domain": "Enter the path before /suno, usually just the domain",
@@ -2206,7 +2439,6 @@
     "Enter the quota amount in tokens": "Enter the quota amount in tokens",
     "Enter the verification code": "Enter the verification code",
     "Enter the website domain, such as example.com.": "Enter the website domain, such as example.com.",
-    "Enter threshold": "Enter threshold",
     "Enter token counts to preview the estimated cost (excluding group multipliers).": "Enter token counts to preview the estimated cost (excluding group multipliers).",
     "Enter URL...": "Enter URL...",
     "Enter username": "Enter username",
@@ -2220,6 +2452,7 @@
     "Enter your username or email": "Enter your username or email",
     "Enterprise Account": "Enterprise Account",
     "Enterprise-grade security with comprehensive permission management": "Enterprise-grade security with comprehensive permission management",
+    "Entries configured in Request Header Override still take priority": "Entries configured in Request Header Override still take priority",
     "Entrypoint (space separated)": "Entrypoint (space separated)",
     "Enum": "Enum",
     "Enum values": "Enum values",
@@ -2244,30 +2477,43 @@
     "Error Type (optional)": "Error Type (optional)",
     "Estimated cost": "Estimated cost",
     "Estimated quota cost": "Estimated quota cost",
+    "Estimated usage": "Estimated usage",
     "Evaluate fields from the provider user info response. Conditions and nested groups use and/or logic.": "Evaluate fields from the provider user info response. Conditions and nested groups use and/or logic.",
     "Event": "Event",
+    "Every {{minutes}} minutes": "Every {{minutes}} minutes",
+    "Every {{minutes}} minutes · 3 probes per channel": "Every {{minutes}} minutes · 3 probes per channel",
+    "Every 15 minutes": "Every 15 minutes",
+    "Every 30 minutes · 3 probes per channel": "Every 30 minutes · 3 probes per channel",
+    "Every 30 minutes, one work per Astra channel.": "Every 30 minutes, one work per Astra channel.",
     "Every group name in the pricing table can be used in two places: on a user (the user group, assigned by admins) and on a token (the token group, chosen when creating the token). Same name pool, two different jobs.": "Every group name in the pricing table can be used in two places: on a user (the user group, assigned by admins) and on a token (the token group, chosen when creating the token). Same name pool, two different jobs.",
     "Every other device will lose access immediately. This device will remain signed in.": "Every other device will lose access immediately. This device will remain signed in.",
     "Everything configured for this group, in one place.": "Everything configured for this group, in one place.",
     "Exact": "Exact",
     "Exact Match": "Exact Match",
     "Exact match only and case-sensitive. Prefixes, regex, and * wildcards are not supported.": "Exact match only and case-sensitive. Prefixes, regex, and * wildcards are not supported.",
+    "Exact model names only. Preferred groups run before the remaining pool. A successful session binding takes precedence.": "Exact model names only. Preferred groups run before the remaining pool. A successful session binding takes precedence.",
     "Example": "Example",
     "Example (all channels):": "Example (all channels):",
     "Example (specific channels):": "Example (specific channels):",
     "Example price": "Example price",
     "Example spec": "Example spec",
     "Example:": "Example:",
+    "Example: users call gpt-4o; upstream receives gpt-4o-all.": "Example: users call gpt-4o; upstream receives gpt-4o-all.",
     "example.com&#10;blocked-site.com": "example.com&#10;blocked-site.com",
     "example.com&#10;company.com": "example.com&#10;company.com",
     "Excellent": "Excellent",
     "Exchange rate is required": "Exchange rate is required",
     "Exchange rate must be greater than 0": "Exchange rate must be greater than 0",
+    "Excluded by priority": "Excluded by priority",
+    "Excluded groups are never used by automatic grouping, including retries. If no groups remain, the request fails.": "Excluded groups are never used by automatic grouping, including retries. If no groups remain, the request fails.",
+    "Excludes the first attempt. Counted per group.": "Excludes the first attempt. Counted per group.",
     "Execute code in a sandbox during the response": "Execute code in a sandbox during the response",
     "Executor": "Executor",
     "Exhausted": "Exhausted",
     "Existing account will be reused": "Existing account will be reused",
+    "Existing API keys keep Astra auto-switch enabled; new keys default to off. Rejected results still incur usage charges, and every additional upstream attempt is charged separately. You can change this setting for each API key.": "Existing API keys keep Astra auto-switch enabled; new keys default to off. Rejected results still incur usage charges, and every additional upstream attempt is charged separately. You can change this setting for each API key.",
     "Existing Models ({{count}})": "Existing Models ({{count}})",
+    "Existing models: select fields to replace their current values with the values on the right. Unselected fields stay unchanged.": "Existing models: select fields to replace their current values with the values on the right. Unselected fields stay unchanged.",
     "Existing Passkeys remain tied to the old domain and may stop working. Keep the old domain to preserve access, or confirm only if you have a recovery plan.": "Existing Passkeys remain tied to the old domain and may stop working. Keep the old domain to preserve access, or confirm only if you have a recovery plan.",
     "Exists": "Exists",
     "Expand": "Expand",
@@ -2276,15 +2522,22 @@
     "Expected a JSON array of group identifiers": "Expected a JSON array of group identifiers",
     "Expected a JSON array.": "Expected a JSON array.",
     "Experiment with prompts and models in real time.": "Experiment with prompts and models in real time.",
+    "Experimental behavioral samples, not proof of model identity. Luna-like inconclusive rounds count as suspected downgrades; other inconclusive and failed rounds are excluded. Samples do not verify individual customer requests.": "Experimental behavioral samples, not proof of model identity. Luna-like inconclusive rounds count as suspected downgrades; other inconclusive and failed rounds are excluded. Samples do not verify individual customer requests.",
+    "Expiration": "Expiration",
     "Expiration Time": "Expiration Time",
+    "Expiration time cannot be earlier than current time": "Expiration time cannot be earlier than current time",
     "expired": "expired",
     "Expired": "Expired",
     "Expired at": "Expired at",
     "Expired time cannot be earlier than current time": "Expired time cannot be earlier than current time",
     "Expires": "Expires",
+    "Expires {{time}}": "Expires {{time}}",
     "Expires at": "Expires at",
     "Expires in": "Expires in",
+    "Export": "Export",
+    "Export logs": "Export logs",
     "Export snapshot": "Export snapshot",
+    "Exported {{count}} logs": "Exported {{count}} logs",
     "Expose ratio API": "Expose ratio API",
     "Exposes the pricing/models catalog in the top navigation.": "Exposes the pricing/models catalog in the top navigation.",
     "Expression": "Expression",
@@ -2327,6 +2580,7 @@
     "Failed to bind email": "Failed to bind email",
     "Failed to change password": "Failed to change password",
     "Failed to check for updates": "Failed to check for updates",
+    "Failed to check user bindings, please try again later": "Failed to check user bindings, please try again later",
     "Failed to clean logs": "Failed to clean logs",
     "Failed to complete order": "Failed to complete order",
     "Failed to complete Passkey login": "Failed to complete Passkey login",
@@ -2334,15 +2588,25 @@
     "Failed to contact GitHub releases API": "Failed to contact GitHub releases API",
     "Failed to copy": "Failed to copy",
     "Failed to copy channel": "Failed to copy channel",
+    "Failed to copy channel. Please try again later": "Failed to copy channel. Please try again later",
     "Failed to copy keys": "Failed to copy keys",
     "Failed to copy model names": "Failed to copy model names",
     "Failed to copy to clipboard": "Failed to copy to clipboard",
+    "Failed to count channel types. Please try again later": "Failed to count channel types. Please try again later",
+    "Failed to count channels. Please try again later": "Failed to count channels. Please try again later",
+    "Failed to count tags. Please try again later": "Failed to count tags. Please try again later",
     "Failed to create account": "Failed to create account",
     "Failed to create API key": "Failed to create API key",
     "Failed to create channel": "Failed to create channel",
+    "Failed to create default token": "Failed to create default token",
     "Failed to create deployment": "Failed to create deployment",
+    "Failed to create order": "Failed to create order",
     "Failed to create provider": "Failed to create provider",
     "Failed to create redemption code": "Failed to create redemption code",
+    "Failed to create redemption code, please try again later": "Failed to create redemption code, please try again later",
+    "Failed to create the administrator account: {{error}}": "Failed to create the administrator account: {{error}}",
+    "Failed to create the Discovery request: {{error}}": "Failed to create the Discovery request: {{error}}",
+    "Failed to create the plan product": "Failed to create the plan product",
     "Failed to create user": "Failed to create user",
     "Failed to delete {{count}} model(s)": "Failed to delete {{count}} model(s)",
     "Failed to delete {{count}} redemption codes": "Failed to delete {{count}} redemption codes",
@@ -2370,22 +2634,43 @@
     "Failed to enable channels": "Failed to enable channels",
     "Failed to enable model": "Failed to enable model",
     "Failed to enable tag channels": "Failed to enable tag channels",
+    "Failed to encode Vertex AI key JSON: {{error}}": "Failed to encode Vertex AI key JSON: {{error}}",
+    "Failed to export logs": "Failed to export logs",
     "Failed to fetch channel key": "Failed to fetch channel key",
+    "Failed to fetch channel. Please try again later": "Failed to fetch channel. Please try again later",
+    "Failed to fetch channels with this tag. Please try again later": "Failed to fetch channels with this tag. Please try again later",
+    "Failed to fetch channels. Please try again later": "Failed to fetch channels. Please try again later",
     "Failed to fetch checkin status": "Failed to fetch check-in status",
     "Failed to fetch deployment details": "Failed to fetch deployment details",
     "Failed to fetch models": "Failed to fetch models",
+    "Failed to fetch models: {{error}}": "Failed to fetch models: {{error}}",
     "Failed to fetch OIDC configuration. Please check the URL and network status": "Failed to fetch OIDC configuration. Please check the URL and network status",
+    "Failed to fetch Ollama version: {{error}}": "Failed to fetch Ollama version: {{error}}",
     "Failed to fetch reset credit details": "Failed to fetch reset credit details",
+    "Failed to fetch reset credit details. Please try again later": "Failed to fetch reset credit details. Please try again later",
+    "Failed to fetch tags. Please try again later": "Failed to fetch tags. Please try again later",
+    "Failed to fetch the catalog": "Failed to fetch the catalog",
+    "Failed to fetch the Discovery configuration: {{error}}": "Failed to fetch the Discovery configuration: {{error}}",
+    "Failed to fetch the product list": "Failed to fetch the product list",
     "Failed to fetch upstream prices": "Failed to fetch upstream prices",
     "Failed to fetch upstream ratios": "Failed to fetch upstream ratios",
     "Failed to fetch usage": "Failed to fetch usage",
+    "Failed to fetch usage. Please try again later": "Failed to fetch usage. Please try again later",
     "Failed to fetch user information": "Failed to fetch user information",
     "Failed to fix abilities": "Failed to repair channel consistency",
+    "Failed to generate default token": "Failed to generate default token",
     "Failed to generate token": "Failed to generate token",
+    "Failed to get the channel information. Please contact the administrator": "Failed to get the channel information. Please contact the administrator",
+    "Failed to get the token count": "Failed to get the token count",
+    "Failed to get the user group": "Failed to get the user group",
+    "Failed to get token from {{provider}}, please check settings": "Failed to get token from {{provider}}, please check settings",
+    "Failed to get user information": "Failed to get user information",
     "Failed to hide model from model square": "Failed to hide model from model square",
     "Failed to initialize OAuth": "Failed to initialize OAuth",
     "Failed to initialize system": "Failed to initialize system",
+    "Failed to initialize the system: {{error}}": "Failed to initialize the system: {{error}}",
     "Failed to load": "Failed to load",
+    "Failed to load access tokens": "Failed to load access tokens",
     "Failed to load API keys": "Failed to load API keys",
     "Failed to load artifacts": "Failed to load artifacts",
     "Failed to load audit records": "Failed to load audit records",
@@ -2411,19 +2696,28 @@
     "Failed to load setup status": "Failed to load setup status",
     "Failed to load SGLang status": "Failed to load SGLang status",
     "Failed to load tag data": "Failed to load tag data",
-    "Failed to load token status": "Failed to load token status",
     "Failed to load users": "Failed to load users",
     "Failed to load vendor": "Failed to load vendor",
     "Failed to load vendors": "Failed to load vendors",
     "Failed to load vLLM status": "Failed to load vLLM status",
+    "Failed to parse appended keys: {{error}}": "Failed to parse appended keys: {{error}}",
+    "Failed to parse credentials. Please check the channel configuration": "Failed to parse credentials. Please check the channel configuration",
     "Failed to parse group items": "Failed to parse group items",
     "Failed to parse JSON file: {{name}}": "Failed to parse JSON file: {{name}}",
+    "Failed to parse the Discovery configuration: {{error}}": "Failed to parse the Discovery configuration: {{error}}",
+    "Failed to parse tool price \"{{name}}\": {{error}}": "Failed to parse tool price \"{{name}}\": {{error}}",
+    "Failed to parse tool prices: {{error}}": "Failed to parse tool prices: {{error}}",
     "Failed to prepare pricing conversion": "Failed to prepare pricing conversion",
     "Failed to preview metadata": "Failed to preview metadata",
     "Failed to preview vendor changes": "Failed to preview vendor changes",
     "Failed to query balance": "Failed to query balance",
+    "Failed to query channels": "Failed to query channels",
+    "Failed to query logs": "Failed to query logs",
+    "Failed to query statistics": "Failed to query statistics",
+    "Failed to query the upstream task status": "Failed to query the upstream task status",
     "Failed to refresh cache stats": "Failed to refresh cache stats",
     "Failed to refresh credential": "Failed to refresh credential",
+    "Failed to refresh credentials. Please try again later": "Failed to refresh credentials. Please try again later",
     "Failed to regenerate backup codes": "Failed to regenerate backup codes",
     "Failed to register Passkey": "Failed to register Passkey",
     "Failed to remove Passkey": "Failed to remove Passkey",
@@ -2432,23 +2726,33 @@
     "Failed to reset model ratios": "Failed to reset model ratios",
     "Failed to reset Passkey": "Failed to reset Passkey",
     "Failed to reset usage": "Failed to reset usage",
+    "Failed to reset usage. Please try again later": "Failed to reset usage. Please try again later",
     "Failed to revoke token": "Failed to revoke token",
     "Failed to save": "Failed to save",
     "Failed to save announcements": "Failed to save announcements",
     "Failed to save API info": "Failed to save API info",
+    "Failed to save backup codes": "Failed to save backup codes",
+    "Failed to save configuration": "Failed to save configuration",
     "Failed to save FAQ": "Failed to save FAQ",
     "Failed to save model pricing": "Failed to save model pricing",
+    "Failed to save the demo site mode setting: {{error}}": "Failed to save the demo site mode setting: {{error}}",
+    "Failed to save the self-use mode setting: {{error}}": "Failed to save the self-use mode setting: {{error}}",
     "Failed to save Uptime Kuma groups": "Failed to save Uptime Kuma groups",
     "Failed to search API keys": "Failed to search API keys",
     "Failed to search redemption codes": "Failed to search redemption codes",
+    "Failed to search tokens": "Failed to search tokens",
+    "Failed to search top-up records": "Failed to search top-up records",
     "Failed to search users": "Failed to search users",
     "Failed to send reset email": "Failed to send reset email",
     "Failed to send verification code": "Failed to send verification code",
     "Failed to send verification email": "Failed to send verification email",
     "Failed to set tag": "Failed to set tag",
+    "Failed to set the audio completion ratio: {{error}}": "Failed to set the audio completion ratio: {{error}}",
+    "Failed to set the audio ratio: {{error}}": "Failed to set the audio ratio: {{error}}",
+    "Failed to set the cache creation ratio: {{error}}": "Failed to set the cache creation ratio: {{error}}",
+    "Failed to set the image ratio: {{error}}": "Failed to set the image ratio: {{error}}",
     "Failed to setup 2FA": "Failed to setup 2FA",
     "Failed to show model in model square": "Failed to show model in model square",
-    "Fill a CLI template or add a blank rule.": "Fill a CLI template or add a blank rule.",
     "Failed to sign out other sessions": "Failed to sign out other sessions",
     "Failed to sign out session": "Failed to sign out session",
     "Failed to start {{provider}} login": "Failed to start {{provider}} login",
@@ -2458,6 +2762,7 @@
     "Failed to start OIDC login": "Failed to start OIDC login",
     "Failed to start Passkey login": "Failed to start Passkey login",
     "Failed to start Passkey registration": "Failed to start Passkey registration",
+    "Failed to start payment": "Failed to start payment",
     "Failed to start Telegram binding": "Failed to start Telegram binding",
     "Failed to start testing all channels": "Failed to start testing all channels",
     "Failed to start verification": "Failed to start verification",
@@ -2489,10 +2794,16 @@
     "Fallback route": "Fallback route",
     "Fallback tier": "Fallback tier",
     "FAQ": "FAQ",
+    "FAQ #{{index}} answer cannot exceed 1000 characters": "FAQ #{{index}} answer cannot exceed 1000 characters",
+    "FAQ #{{index}} is missing the answer field": "FAQ #{{index}} is missing the answer field",
+    "FAQ #{{index}} is missing the question field": "FAQ #{{index}} is missing the question field",
+    "FAQ #{{index}} question cannot exceed 200 characters": "FAQ #{{index}} question cannot exceed 200 characters",
     "FAQ added. Click \"Save Settings\" to apply.": "FAQ added. Click \"Save Settings\" to apply.",
+    "FAQ cannot exceed 100 entries": "FAQ cannot exceed 100 entries",
     "FAQ deleted. Click \"Save Settings\" to apply.": "FAQ deleted. Click \"Save Settings\" to apply.",
     "FAQ saved successfully": "FAQ saved successfully",
     "FAQ updated. Click \"Save Settings\" to apply.": "FAQ updated. Click \"Save Settings\" to apply.",
+    "Fast response first": "Fast response first",
     "FastGPT": "FastGPT",
     "Feature in development": "Feature in development",
     "Fee": "Fee",
@@ -2506,6 +2817,7 @@
     "Fetched {{count}} model(s) from upstream": "Fetched {{count}} model(s) from upstream",
     "Fetched {{count}} models": "Fetched {{count}} models",
     "Fetched in your browser and placed in the source field below for review. GitHub and gist page URLs are rewritten to their raw URL automatically.": "Fetched in your browser and placed in the source field below for review. GitHub and gist page URLs are rewritten to their raw URL automatically.",
+    "Fetched successfully": "Fetched successfully",
     "Fetching models...": "Fetching models...",
     "Fetching plugin source...": "Fetching plugin source...",
     "Fetching prefill groups...": "Fetching prefill groups...",
@@ -2525,6 +2837,7 @@
     "File Search": "File Search",
     "File verification": "File verification",
     "Files to Retain": "Files to Retain",
+    "Fill a CLI template or add a blank rule.": "Fill a CLI template or add a blank rule.",
     "Fill All Models": "Fill All Models",
     "Fill Codex CLI / Claude CLI Templates": "Fill Codex CLI / Claude CLI Templates",
     "Fill entire column": "Fill entire column",
@@ -2571,6 +2884,7 @@
     "Filter models by type, endpoint, vendor, group and tags": "Filter models by type, endpoint, vendor, group and tags",
     "Filter models...": "Filter models...",
     "Filter plugins...": "Filter plugins...",
+    "Filter related requests": "Filter related requests",
     "Filter the model analytics view by time range and user.": "Filter the model analytics view by time range and user.",
     "Filter the traffic flow view by time range and user.": "Filter the traffic flow view by time range and user.",
     "Filter...": "Filter...",
@@ -2578,11 +2892,15 @@
     "Filters active": "Filters active",
     "Final Consumed": "Final Consumed",
     "Final cost = base × multiplier when conditions match": "Final cost = base × multiplier when conditions match",
+    "Final multiplier": "Final multiplier",
+    "Final multipliers for all of this user’s keys. Zero is allowed. Removing an override restores the normal billing rules. Save separately below.": "Final multipliers for all of this user’s keys. Zero is allowed. Removing an override restores the normal billing rules. Save separately below.",
     "Final price multiplier (0.95 = 5% discount": "Final price multiplier (0.95 = 5% discount",
     "Finance": "Finance",
     "Find": "Find",
     "Find the billing group.": "Find the billing group.",
     "Find the ratio.": "Find the ratio.",
+    "Fingerprint matched": "Fingerprint matched",
+    "Finish reordering": "Finish reordering",
     "Finish Time": "Finish Time",
     "Finished requests": "Finished requests",
     "First API request": "First API request",
@@ -2594,6 +2912,7 @@
     "Fixed": "Fixed",
     "Fixed abilities: {{success}} succeeded, {{fails}} failed": "Channel consistency repaired: {{success}} succeeded, {{fails}} failed",
     "Fixed channel constraint": "Fixed channel constraint",
+    "Fixed channel not found": "Fixed channel not found",
     "Fixed fee per request": "Fixed fee per request",
     "Fixed price": "Fixed price",
     "Fixed price (USD)": "Fixed price (USD)",
@@ -2623,11 +2942,14 @@
     "footer.columns.related.links.oneApi": "One API",
     "footer.columns.related.title": "Related Projects",
     "footer.defaultCopyright": "All rights reserved.",
-    "footer.newapi.projectAttributionSuffix": "All rights reserved. Designed and developed by the project contributors.",
+    "footer.new\u0061pi.projectAttributionSuffix": "All rights reserved. Designed and developed by the project contributors.",
     "For advanced custom channels this applies only to /v1/responses routes without protocol conversion.": "For advanced custom channels this applies only to /v1/responses routes without protocol conversion.",
+    "For Astra requests, skip groups whose latest valid fingerprint in the last 6 hours is non-Astra and continue through the group pool. Groups with no valid result remain eligible.": "For Astra requests, skip groups whose latest valid fingerprint in the last 6 hours is non-Astra and continue through the group pool. Groups with no valid result remain eligible.",
+    "For Astra requests, skip groups whose latest valid fingerprint or pelican result indicates degradation. Failed checks do not replace valid results; each check must recover or be reset. Groups with no valid result remain eligible.": "For Astra requests, skip groups whose latest valid fingerprint or pelican result indicates degradation. Failed checks do not replace valid results; each check must recover or be reset. Groups with no valid result remain eligible.",
+    "For Astra requests, skip groups whose latest valid fingerprint or vision result indicates degradation. Failed checks do not replace valid results; each check must recover or be reset. Groups with no valid result remain eligible.": "For Astra requests, skip groups whose latest valid fingerprint or vision result indicates degradation. Failed checks do not replace valid results; each check must recover or be reset. Groups with no valid result remain eligible.",
     "For channels added after May 10, 2025, no need to remove \".\" from model names during deployment": "For channels added after May 10, 2025, no need to remove \".\" from model names during deployment",
     "For private deployments, format: https://fastgpt.run/api/openapi": "For private deployments, format: https://fastgpt.run/api/openapi",
-    "For security, existing access tokens cannot be displayed. Regenerate only when you need a new token.": "For security, existing access tokens cannot be displayed. Regenerate only when you need a new token.",
+    "For reference only: insufficient request samples may cause very large errors in the average charge.": "For reference only: insufficient request samples may cause very large errors in the average charge.",
     "For this channel, map the model name in client requests to the model name sent upstream.": "For this channel, map the model name in client requests to the model name sent upstream.",
     "For this website, you can enter: {{domain}}": "For this website, you can enter: {{domain}}",
     "Force a syntactically valid JSON response": "Force a syntactically valid JSON response",
@@ -2676,6 +2998,7 @@
     "Full width": "Full width",
     "Function calling": "Function calling",
     "Functions": "Functions",
+    "Fuzzy search keywords must be at least 2 characters long": "Fuzzy search keywords must be at least 2 characters long",
     "Gateways": "Gateways",
     "GC Count": "GC Count",
     "GC executed": "GC executed",
@@ -2683,14 +3006,13 @@
     "Gemini": "Gemini",
     "Gemini and OpenAI audio prices differ for this model. Use separate billing model names to convert them.": "Gemini and OpenAI audio prices differ for this model. Use separate billing model names to convert them.",
     "Gemini Generate Content to OpenAI Chat": "Gemini Generate Content to OpenAI Chat",
+    "Gemini Generate Content to OpenAI Responses": "Gemini Generate Content to OpenAI Responses",
     "Gemini Image 4K": "Gemini Image 4K",
     "Gemini only": "Gemini only",
     "Gemini will continue to auto-detect thinking mode even with the adapter disabled. Enable this only when you need finer control over pricing and budgeting.": "Gemini will continue to auto-detect thinking mode even with the adapter disabled. Enable this only when you need finer control over pricing and budgeting.",
     "General": "General",
     "General Settings": "General Settings",
     "Generate": "Generate",
-    "Generate and manage your API access token": "Generate and manage your API access token",
-    "Generate Doubao Seedance videos through Volcengine Ark": "Generate Doubao Seedance videos through Volcengine Ark",
     "Generate Lyrics": "Generate Lyrics",
     "Generate Midjourney images through MjProxy": "Generate Midjourney images through MjProxy",
     "Generate Midjourney images through MjProxyPlus": "Generate Midjourney images through MjProxyPlus",
@@ -2699,8 +3021,6 @@
     "Generate new backup codes for account recovery": "Generate new backup codes for account recovery",
     "Generate New Codes": "Generate New Codes",
     "Generate tokens from the Tokens page; you can scope them to specific models, groups, IPs, and rate-limits.": "Generate tokens from the Tokens page; you can scope them to specific models, groups, IPs, and rate-limits.",
-    "Generated": "Generated",
-    "Generated a system access token": "Generated a system access token",
     "Generated image": "Generated image",
     "Generating new codes will invalidate all existing backup codes.": "Generating new codes will invalidate all existing backup codes.",
     "Generating...": "Generating...",
@@ -2708,11 +3028,11 @@
     "Generation was interrupted": "Generation was interrupted",
     "Generic cache": "Generic cache",
     "Get advice": "Get advice",
-    "Get notified when balance falls below this value": "Get notified when balance falls below this value",
     "Get one here": "Get one here",
     "Get started": "Get started",
     "Get Started": "Get Started",
     "GitHub": "GitHub",
+    "GitHub ID is empty!": "GitHub ID is empty!",
     "GitHub rate limit reached. Try again later.": "GitHub rate limit reached. Try again later.",
     "Give the group a recognizable name and optional description.": "Give the group a recognizable name and optional description.",
     "Give this group a recognizable name.": "Give this group a recognizable name.",
@@ -2737,9 +3057,12 @@
     "Go to settings": "Go to settings",
     "Go to Settings": "Go to Settings",
     "Good": "Good",
+    "Got it": "Got it",
     "Gotify Application Token": "Gotify Application Token",
     "Gotify Documentation": "Gotify Documentation",
     "Gotify Server URL": "Gotify Server URL",
+    "Gotify server URL cannot be empty": "Gotify server URL cannot be empty",
+    "Gotify token cannot be empty": "Gotify token cannot be empty",
     "gpt-3.5-turbo": "gpt-3.5-turbo",
     "gpt-3.5-turbo-0125": "gpt-3.5-turbo-0125",
     "gpt-4": "gpt-4",
@@ -2755,7 +3078,20 @@
     "Group": "Group",
     "Group {{path}}": "Group {{path}}",
     "Group & Quota": "Group & Quota",
+    "Group #{{index}} category name cannot exceed 50 characters": "Group #{{index}} category name cannot exceed 50 characters",
+    "Group #{{index}} category name duplicates another group": "Group #{{index}} category name duplicates another group",
+    "Group #{{index}} contains disallowed content": "Group #{{index}} contains disallowed content",
+    "Group #{{index}} description cannot exceed 200 characters": "Group #{{index}} description cannot exceed 200 characters",
+    "Group #{{index}} has a URL that cannot be parsed: {{error}}": "Group #{{index}} has a URL that cannot be parsed: {{error}}",
+    "Group #{{index}} has an invalid URL format": "Group #{{index}} has an invalid URL format",
+    "Group #{{index}} is missing the category name field": "Group #{{index}} is missing the category name field",
+    "Group #{{index}} is missing the slug field": "Group #{{index}} is missing the slug field",
+    "Group #{{index}} is missing the URL field": "Group #{{index}} is missing the URL field",
+    "Group #{{index}} slug can only contain letters, numbers, underscores and hyphens": "Group #{{index}} slug can only contain letters, numbers, underscores and hyphens",
+    "Group #{{index}} slug cannot exceed 100 characters": "Group #{{index}} slug cannot exceed 100 characters",
+    "Group #{{index}} URL cannot exceed 500 characters": "Group #{{index}} URL cannot exceed 500 characters",
     "Group added. Click \"Save Settings\" to apply.": "Group added. Click \"Save Settings\" to apply.",
+    "Group blacklist": "Group blacklist",
     "Group channels by tag for batch operations": "Group channels by tag for batch operations",
     "Group config overrides global limits, shares the same period": "Group config overrides global limits, shares the same period",
     "Group deleted. Click \"Save Settings\" to apply.": "Group deleted. Click \"Save Settings\" to apply.",
@@ -2765,15 +3101,21 @@
     "Group is required": "Group is required",
     "Group name": "Group name",
     "Group Name": "Group Name",
+    "Group name already exists": "Group name already exists",
+    "Group name and type cannot be empty": "Group name and type cannot be empty",
     "Group name cannot be changed when editing.": "Group name cannot be changed when editing.",
+    "Group pool": "Group pool",
     "Group prices cannot be expanded because this expression is not a standard tiered pricing expression.": "Group prices cannot be expanded because this expression is not a standard tiered pricing expression.",
     "Group Pricing": "Group Pricing",
-    "How a session is identified and which channel it keeps.": "How a session is identified and which channel it keeps.",
     "Group pricing usage guide": "Group pricing usage guide",
     "group ratio": "group ratio",
     "Group Ratio": "Group Ratio",
     "Group ratios": "Group ratios",
+    "Group settings": "Group settings",
+    "Group Status": "Group Status",
+    "Group tags": "Group tags",
     "Group updated. Click \"Save Settings\" to apply.": "Group updated. Click \"Save Settings\" to apply.",
+    "Group visibility": "Group visibility",
     "Group-based rate limits": "Group-based rate limits",
     "Group:": "Group:",
     "Group: {{ratio}}x": "Group: {{ratio}}x",
@@ -2799,6 +3141,7 @@
     "Header Name": "Header Name",
     "Header navigation": "Header navigation",
     "Header Override": "Header Override",
+    "Header override must be valid JSON format": "Header override must be valid JSON format",
     "Header Passthrough (X-Request-Id)": "Header Passthrough (X-Request-Id)",
     "Header Value (supports string or JSON mapping)": "Header Value (supports string or JSON mapping)",
     "header. Anthropic-formatted endpoints accept the": "header. Anthropic-formatted endpoints accept the",
@@ -2820,6 +3163,7 @@
     "Hide sensitive data": "Hide sensitive data",
     "Hide setup guide": "Hide setup guide",
     "High Performance": "High Performance",
+    "High throughput first": "High throughput first",
     "High-risk operation confirmation": "High-risk Operation Confirmation",
     "High-risk status code retry confirmation text": "I understand the multiple billing and crash risks, and confirm enabling it",
     "High-risk status code retry input mismatch": "The input does not match the required text.",
@@ -2833,6 +3177,7 @@
     "Historical capitalization": "Historical capitalization",
     "Historical tokens": "Historical tokens",
     "Historical Usage": "Historical Usage",
+    "History": "History",
     "History of MjProxy-style image tasks.": "History of MjProxy-style image tasks.",
     "Hit criteria: If cached tokens exist in usage, it counts as a hit.": "Hit criteria: If cached tokens exist in usage, it counts as a hit.",
     "Hit Rate": "Hit Rate",
@@ -2848,6 +3193,7 @@
     "Hourly token usage by model over the past 24 hours": "Hourly token usage by model over the past 24 hours",
     "hours": "hours",
     "How a call is priced": "How a call is priced",
+    "How a session is identified and which channel it keeps.": "How a session is identified and which channel it keeps.",
     "How client credentials are sent to the token endpoint": "How client credentials are sent to the token endpoint",
     "How frequently the system checks auto-disabled channels for recovery": "How frequently the system checks auto-disabled channels for recovery",
     "How frequently the system tests all channels": "How frequently the system tests all channels",
@@ -2863,6 +3209,7 @@
     "How will you use the platform?": "How will you use the platform?",
     "HTTP Protocol": "HTTP Protocol",
     "HTTP protocol must be Auto or HTTP/1.1": "HTTP protocol must be Auto or HTTP/1.1",
+    "HTTP status": "HTTP status",
     "HTTP/1.1": "HTTP/1.1",
     "HTTP/2 Connection Shards": "HTTP/2 Connection Shards",
     "HTTP/2 connection shards are unavailable when HTTP/1.1 is selected.": "HTTP/2 connection shards are unavailable when HTTP/1.1 is selected.",
@@ -2893,12 +3240,17 @@
     "I have read and agree to the": "I have read and agree to the",
     "I have read and understood the above compliance reminder": "I have read and understood the above compliance reminder",
     "I have read and understood the above compliance reminder, acknowledge the related legal risks, and confirm that I bear legal responsibility arising from deployment, operation, and charging behavior.": "I have read and understood the above compliance reminder, acknowledge the related legal risks, and confirm that I bear legal responsibility arising from deployment, operation, and charging behavior.",
+    "I understand": "I understand",
     "I understand that disabling 2FA removes its authenticator and backup codes.": "I understand that disabling 2FA removes its authenticator and backup codes.",
     "I understand that disabling 2FA will remove all protection and backup codes": "I understand that disabling 2FA will remove all protection and backup codes",
+    "I understand the charges, enable and save": "I understand the charges, enable and save",
     "Icon": "Icon",
     "Icon file must be 100 KB or smaller": "Icon file must be 100 KB or smaller",
     "Icon identifier (e.g. github, gitlab)": "Icon identifier (e.g. github, gitlab)",
     "ID": "ID",
+    "ID is empty": "ID is empty",
+    "ID is empty!": "ID is empty!",
+    "Identifier source": "Identifier source",
     "If an upstream error contains any of these keywords (case insensitive), the channel will be disabled automatically.": "If an upstream error contains any of these keywords (case insensitive), the channel will be disabled automatically.",
     "If authorization succeeds, the generated JSON will be inserted into the key field. You still need to save the channel to persist it.": "If authorization succeeds, the generated JSON will be inserted into the key field. You still need to save the channel to persist it.",
     "If connecting to upstream One API or New API relay projects, use OpenAI type instead unless you know what you are doing": "If connecting to upstream One API or New API relay projects, use OpenAI type instead unless you know what you are doing",
@@ -2918,10 +3270,12 @@
     "Image Cache": "Image Cache",
     "Image cache input price": "Image cache input price",
     "Image count": "Image count",
+    "Image count {{count}}": "Image count {{count}}",
     "Image Generation": "Image Generation",
     "Image In": "Image In",
     "Image input": "Image input",
     "Image input price": "Image input price",
+    "Image input unavailable": "Image input unavailable",
     "Image not available": "Image not available",
     "Image Out": "Image Out",
     "Image output price": "Image output price",
@@ -2940,6 +3294,7 @@
     "In Progress": "In Progress",
     "In the visual editor these appear as Extra visible and Hidden. In JSON, +: (or no prefix) adds a group and -: removes one.": "In the visual editor these appear as Extra visible and Hidden. In JSON, +: (or no prefix) adds a group and -: removes one.",
     "In:": "In:",
+    "Inactive disk cache cleared": "Inactive disk cache cleared",
     "incident": "incident",
     "incidents": "incidents",
     "Incidents": "Incidents",
@@ -2950,6 +3305,7 @@
     "Include name": "Include name",
     "Include quota": "Include quota",
     "Include Rule Name": "Include Rule Name",
+    "Includes changes that require security verification, such as password, two-factor settings, and account deletion.": "Includes changes that require security verification, such as password, two-factor settings, and account deletion.",
     "Includes request rules": "Includes request rules",
     "Includes tool-call surcharge": "Includes tool-call surcharge",
     "Including failed requests, 0 = unlimited": "Including failed requests, 0 = unlimited",
@@ -2959,6 +3315,8 @@
     "Incoming path must not include query": "Incoming path must not include query",
     "Incoming path must start with /": "Incoming path must start with /",
     "Incomplete": "Incomplete",
+    "Incomplete capability": "Incomplete capability",
+    "Inconclusive sample": "Inconclusive sample",
     "Increase quota for user “{{name}}”": "Increase quota for user “{{name}}”",
     "Increase user quota": "Increase user quota",
     "Increased user quota by {{quota}}": "Increased user quota by {{quota}}",
@@ -2966,8 +3324,10 @@
     "Index request failed with HTTP {{status}}": "Index request failed with HTTP {{status}}",
     "Index URL": "Index URL",
     "Information unavailable": "Information unavailable",
+    "Inherit global Auto": "Inherit global Auto",
     "Inherit global Auto order": "Inherit global Auto order",
     "Inherit global default": "Inherit global default",
+    "Inherit user group": "Inherit user group",
     "Inherit vendor icon": "Inherit vendor icon",
     "Inherited": "Inherited",
     "Inherited from {{vendor}}": "Inherited from {{vendor}}",
@@ -2979,18 +3339,24 @@
     "Initializing…": "Initializing…",
     "Inpaint": "Inpaint",
     "Input": "Input",
+    "Input / Output / Cache": "Input / Output / Cache",
     "Input mode": "Input mode",
+    "Input pre-consume multiplier": "Input pre-consume multiplier",
     "Input price": "Input price",
     "Input price is required before saving dependent prices.": "Input price is required before saving dependent prices.",
+    "Input Price: High to Low": "Input Price: High to Low",
+    "Input Price: Low to High": "Input Price: Low to High",
     "Input token rate": "Input token rate",
     "Input tokens": "Input tokens",
     "Input Tokens": "Input Tokens",
+    "Insert a new priority tier": "Insert a new priority tier",
     "Inset": "Inset",
     "Inspect requests, errors, and billing details": "Inspect requests, errors, and billing details",
     "Inspect user prompts": "Inspect user prompts",
     "Install": "Install",
     "Install {{name}}": "Install {{name}}",
     "Install and enable": "Install and enable",
+    "Install, configure, test, and remove task plugins.": "Install, configure, test, and remove task plugins.",
     "Installed": "Installed",
     "Installed {{name}} v{{version}}": "Installed {{name}} v{{version}}",
     "Installed v{{from}} → marketplace v{{to}}": "Installed v{{from}} → marketplace v{{to}}",
@@ -3014,13 +3380,30 @@
     "Interval must be at least 1 minute": "Interval must be at least 1 minute",
     "Invalid (NaN)": "Invalid (NaN)",
     "Invalid adjustment parameters": "Invalid adjustment parameters",
+    "Invalid announcements format: {{error}}": "Invalid announcements format: {{error}}",
+    "Invalid API info format: {{error}}": "Invalid API info format: {{error}}",
+    "Invalid authorization code": "Invalid authorization code",
+    "Invalid Bark push URL": "Invalid Bark push URL",
+    "Invalid billing expression for model {{model}}: {{error}}": "Invalid billing expression for model {{model}}: {{error}}",
     "Invalid channel header override": "Invalid channel header override",
+    "Invalid channel ID": "Invalid channel ID",
+    "Invalid channel priority move": "Invalid channel priority move",
     "Invalid channel proxy": "Invalid channel proxy",
+    "Invalid channel settings format: {{error}}": "Invalid channel settings format: {{error}}",
     "Invalid chat link. Please contact the administrator.": "Invalid chat link. Please contact the administrator.",
     "Invalid chat link. Please contact your administrator.": "Invalid chat link. Please contact your administrator.",
     "Invalid code": "Invalid code",
+    "Invalid Discovery URL. Only http and https are supported": "Invalid Discovery URL. Only http and https are supported",
+    "Invalid email address": "Invalid email address",
     "Invalid expression syntax": "Invalid expression syntax",
+    "Invalid FAQ format: {{error}}": "Invalid FAQ format: {{error}}",
+    "Invalid Gotify server URL": "Invalid Gotify server URL",
+    "Invalid group blacklist": "Invalid group blacklist",
+    "Invalid group pool or model rule": "Invalid group pool or model rule",
+    "Invalid ID": "Invalid ID",
     "Invalid inference server address": "Invalid inference server address",
+    "Invalid input": "Invalid input",
+    "Invalid input {{error}}": "Invalid input {{error}}",
     "Invalid items format": "Invalid items format",
     "Invalid JSON": "Invalid JSON",
     "Invalid JSON format": "Invalid JSON format",
@@ -3028,11 +3411,19 @@
     "Invalid JSON in parameter override template": "Invalid JSON in parameter override template",
     "Invalid JSON string.": "Invalid JSON string.",
     "Invalid model mapping format": "Invalid model mapping format",
+    "Invalid parameters": "Invalid parameters",
     "Invalid Passkey domain. Enter a domain without a scheme, port, path or wildcard.": "Invalid Passkey domain. Enter a domain without a scheme, port, path or wildcard.",
+    "Invalid Passkey login state": "Invalid Passkey login state",
     "Invalid Passkey registration response": "Invalid Passkey registration response",
     "Invalid Passkey response": "Invalid Passkey response",
+    "Invalid Passkey verification request": "Invalid Passkey verification request",
     "Invalid payment redirect URL": "Invalid payment redirect URL",
     "Invalid pricing value": "Invalid pricing value",
+    "Invalid provider ID": "Invalid provider ID",
+    "Invalid request": "Invalid request",
+    "Invalid request body.": "Invalid request body.",
+    "Invalid request parameter format": "Invalid request parameter format",
+    "Invalid request parameters: {{error}}": "Invalid request parameters: {{error}}",
     "Invalid reset link, please request a new password reset": "Invalid reset link, please request a new password reset",
     "Invalid reset link, please request a new password reset.": "Invalid reset link, please request a new password reset.",
     "Invalid response": "Invalid response",
@@ -3040,12 +3431,21 @@
     "Invalid status code mapping entries: {{entries}}": "Invalid status code mapping entries: {{entries}}",
     "Invalid status code rules": "Invalid status code rules",
     "Invalid status code rules: {{tokens}}": "Invalid status code rules: {{tokens}}",
+    "Invalid subscription ID": "Invalid subscription ID",
+    "Invalid top-up amount": "Invalid top-up amount",
+    "Invalid top-up quota": "Invalid top-up quota",
+    "Invalid Uptime Kuma group settings format: {{error}}": "Invalid Uptime Kuma group settings format: {{error}}",
+    "Invalid user ID": "Invalid user ID",
     "Invalid vLLM server address": "Invalid vLLM server address",
+    "Invalid warning type": "Invalid warning type",
+    "Invalid Webhook URL": "Invalid Webhook URL",
     "Invalidate": "Invalidate",
     "Invalidated": "Invalidated",
     "Invert match": "Invert match",
     "Invitation Code": "Invitation Code",
+    "Invitation code bonus {{quota}}": "Invitation code bonus {{quota}}",
     "Invitation Quota": "Invitation Quota",
+    "Invitation quota is insufficient!": "Invitation quota is insufficient!",
     "Invite Info": "Invite Info",
     "Invited": "Invited",
     "Invited {{count}} users": "Invited {{count}} users",
@@ -3053,9 +3453,11 @@
     "Invited Users": "Invited Users",
     "Invitee Reward": "Invitee Reward",
     "Inviter": "Inviter",
+    "Inviter ID: {{id}}": "Inviter ID: {{id}}",
     "Inviter Reward": "Inviter Reward",
     "Invites": "Invites",
     "Invoke developer-defined functions with structured arguments": "Invoke developer-defined functions with structured arguments",
+    "InvokeModel (legacy)": "InvokeModel (legacy)",
     "io.net API Key": "io.net API Key",
     "io.net Deployments": "io.net Deployments",
     "IP": "IP",
@@ -3065,7 +3467,6 @@
     "IP Whitelist (supports CIDR)": "IP Whitelist (supports CIDR)",
     "IP: {{ip}} · Method: {{method}}": "IP: {{ip}} · Method: {{method}}",
     "is less than the configured maximum cache size": "is less than the configured maximum cache size",
-    "Later requests follow the new channel.": "Later requests follow the new channel.",
     "is the default price; ": "is the default price; ",
     "It seems like the page you're looking for": "It seems like the page you're looking for",
     "Items": "Items",
@@ -3073,6 +3474,7 @@
     "JavaScript file": "JavaScript file",
     "Jimeng": "Jimeng",
     "Jina": "Jina",
+    "Join the same priority tier": "Join the same priority tier",
     "JSON": "JSON",
     "JSON array of group identifiers. When enabled below, new tokens rotate through this list.": "JSON array of group identifiers. When enabled below, new tokens rotate through this list.",
     "JSON Editor": "JSON Editor",
@@ -3104,14 +3506,20 @@
     "Keep original value": "Keep original value",
     "Keep original value (skip if target exists)": "Keep original value (skip if target exists)",
     "Keep the domains used by existing Passkeys, one per line. If the primary domain changed from www.example.com to example.com, enter www.example.com here.": "Keep the domains used by existing Passkeys, one per line. If the primary domain changed from www.example.com to example.com, enter www.example.com here.",
+    "Keep the names users call; change what is sent upstream.": "Keep the names users call; change what is sent upstream.",
     "Keep the platform ready": "Keep the platform ready",
     "Keep the session binding when the channel is unavailable": "Keep the session binding when the channel is unavailable",
     "Keep this above 1 minute to avoid heavy database load": "Keep this above 1 minute to avoid heavy database load",
     "Keep this vendor": "Keep this vendor",
+    "Keep upstream names; choose what users call.": "Keep upstream names; choose what users call.",
     "Keep-alive Ping": "Keep-alive Ping",
     "Keeps compatible responses more repeatable": "Keeps compatible responses more repeatable",
     "Key": "Key",
+    "Key deleted": "Key deleted",
+    "Key disabled": "Key disabled",
+    "Key enabled": "Key enabled",
     "Key Fingerprint": "Key Fingerprint",
+    "Key index out of range": "Key index out of range",
     "Key Sources": "Key Sources",
     "Key Summary": "Key Summary",
     "Key Update Mode": "Key Update Mode",
@@ -3126,8 +3534,11 @@
     "Language preference saved": "Language preference saved",
     "Language Preferences": "Language Preferences",
     "Language preferences sync across your signed-in devices and affect API error messages.": "Language preferences sync across your signed-in devices and affect API error messages.",
+    "Last 18 checks": "Last 18 checks",
+    "Last 24 hours, all users. Actual charges divided by total input and output tokens. Historical average, not a price quote.": "Last 24 hours, all users. Actual charges divided by total input and output tokens. Historical average, not a price quote.",
     "Last 24h usage": "Last 24h usage",
     "Last 30 days uptime": "Last 30 days uptime",
+    "Last 6 hours": "Last 6 hours",
     "Last active {{time}} · Expires {{expires}}": "Last active {{time}} · Expires {{expires}}",
     "Last check time": "Last check time",
     "Last detected addable models": "Last detected addable models",
@@ -3137,14 +3548,16 @@
     "Last Tested": "Last Tested",
     "Last updated": "Last updated",
     "Last updated:": "Last updated:",
-    "Last used": "Last used",
     "Last Used": "Last Used",
-    "Last used IP": "Last used IP",
+    "Last used {{time}}": "Last used {{time}}",
     "Last used:": "Last used:",
     "Latency": "Latency",
     "Latency check": "Latency check",
     "Latency short": "Lat.",
     "Latency trend (last 24h)": "Latency trend (last 24h)",
+    "Later": "Later",
+    "Later requests follow the new channel.": "Later requests follow the new channel.",
+    "Latest 30 valid calls per model; first-token time uses streaming calls. Model tests fill missing samples. Throughput is output tokens divided by total request time.": "Latest 30 valid calls per model; first-token time uses streaming calls. Model tests fill missing samples. Throughput is output tokens divided by total request time.",
     "Latest platform updates and notices": "Latest platform updates and notices",
     "Latest version": "Latest version",
     "Lavender Dream": "Lavender Dream",
@@ -3169,15 +3582,19 @@
     "Leave empty to use account email": "Leave empty to use account email",
     "Leave empty to use default": "Leave empty to use default",
     "Leave empty to use system temp directory": "Leave empty to use system temp directory",
+    "Leave empty to use the site default ({{amount}})": "Leave empty to use the site default ({{amount}})",
     "Leave empty to use username": "Leave empty to use username",
     "Leave the final split empty as the fallback for models not matched above.": "Leave the final split empty as the fallback for models not matched above.",
     "Leave this empty only for the final fallback split; it catches client models not matched above.": "Leave this empty only for the final fallback split; it catches client models not matched above.",
     "Left to Right": "Left to Right",
+    "Legacy access tokens have been retired. Create a new access token in security settings": "Legacy access tokens have been retired. Create a new access token in security settings",
+    "Legacy Astra model guard (deprecated)": "Legacy Astra model guard (deprecated)",
     "Legacy Format (JSON Object)": "Legacy Format (JSON Object)",
     "Legacy format must be a JSON object": "Legacy format must be a JSON object",
     "Legacy Format Template": "Legacy Format Template",
     "Legacy full-URL integration; use Advanced Custom for new channels": "Legacy full-URL integration; use Advanced Custom for new channels",
     "Legacy pricing is deprecated. Convert the current prices to an expression draft, then save to apply it.": "Legacy pricing is deprecated. Convert the current prices to an expression draft, then save to apply it.",
+    "Legacy token": "Legacy token",
     "Legal": "Legal",
     "Less": "Less",
     "Less than": "Less than",
@@ -3199,6 +3616,7 @@
     "Linked account": "Linked account",
     "Linked models": "Linked models",
     "Linked records are counted once. Matching rules show their covered models separately.": "Linked records are counted once. Matching rules show their covered models separately.",
+    "Linux DO trust level does not meet the minimum required by administrator": "Linux DO trust level does not meet the minimum required by administrator",
     "LinuxDO": "LinuxDO",
     "LinuxDO Client ID": "LinuxDO Client ID",
     "LinuxDO Client Secret": "LinuxDO Client Secret",
@@ -3208,6 +3626,11 @@
     "List view": "List view",
     "Listing also depends on metadata visibility and the user’s group access.": "Listing also depends on metadata visibility and the user’s group access.",
     "Listing hidden": "Listing hidden",
+    "Live group status and ModelTrace fingerprints.": "Live group status and ModelTrace fingerprints.",
+    "Live group status, model fingerprints and recent pelican works.": "Live group status, model fingerprints and recent pelican works.",
+    "Live group status, model fingerprints and recent vision works.": "Live group status, model fingerprints and recent vision works.",
+    "Live group status, ModelTrace fingerprints and auxiliary Meow benchmarks.": "Live group status, ModelTrace fingerprints and auxiliary Meow benchmarks.",
+    "Live group status, ModelTrace fingerprints and candy tests.": "Live group status, ModelTrace fingerprints and candy tests.",
     "Live refresh pauses when no task is running": "Live refresh pauses when no task is running",
     "LLM Leaderboard": "LLM Leaderboard",
     "LLM prompt helper": "LLM prompt helper",
@@ -3216,6 +3639,7 @@
     "Load template...": "Load template...",
     "Loader": "Loader",
     "Loading": "Loading",
+    "Loading API key settings. The empty fields below are not the saved configuration.": "Loading API key settings. The empty fields below are not the saved configuration.",
     "Loading channel details": "Loading channel details",
     "Loading configuration": "Loading configuration",
     "Loading content settings...": "Loading content settings...",
@@ -3231,6 +3655,7 @@
     "Loading...": "Loading...",
     "Local": "Local",
     "Local Billing": "Local Billing",
+    "Local check": "Local check",
     "Local Estimate (billing-usage-anthropic)": "Local Estimate (billing-usage-anthropic)",
     "Local Estimate (billing-usage-gemini)": "Local Estimate (billing-usage-gemini)",
     "Local Estimate (billing-usage-openai)": "Local Estimate (billing-usage-openai)",
@@ -3243,10 +3668,13 @@
     "Log cleanup task started.": "Log cleanup task started.",
     "Log Details": "Log Details",
     "Log Directory": "Log Directory",
+    "Log export is disabled": "Log export is disabled",
     "Log File Count": "Log File Count",
     "Log files older than {{value}} days will be deleted.": "Log files older than {{value}} days will be deleted.",
     "Log IP address for usage and error logs": "Log IP address for usage and error logs",
     "Log Maintenance": "Log Maintenance",
+    "Log recording": "Log recording",
+    "Log search and export": "Log search and export",
     "Log Type": "Log Type",
     "Logged in successfully via {{method}}": "Logged in successfully via {{method}}",
     "Logic": "Logic",
@@ -3262,26 +3690,31 @@
     "Logo": "Logo",
     "Logo URL": "Logo URL",
     "Logs": "Logs",
-    "Make sure you understand these effects before enabling.": "Make sure you understand these effects before enabling.",
-    "Maximum retries": "Maximum retries",
     "Long passwords are unavailable until the password storage upgrade is complete.": "Long passwords are unavailable until the password storage upgrade is complete.",
+    "Longest log time range (days)": "Longest log time range (days)",
     "Look for a special ratio rule matching this user group and this billing group. If one exists, use its ratio. Otherwise use the billing group base ratio from the pricing table.": "Look for a special ratio rule matching this user group and this billing group. If one exists, use its ratio. Otherwise use the billing group base ratio from the pricing table.",
     "Low balance": "Low balance",
+    "Low balance reminder": "Low balance reminder",
+    "Low cost first": "Low cost first",
+    "Lower priority numbers run first. Equal priorities use round-robin. Removing a pool group also removes its rule references.": "Lower priority numbers run first. Equal priorities use round-robin. Removing a pool group also removes its rule references.",
     "Lowest median first-token latency": "Lowest median first-token latency",
     "m": "m",
     "Maintenance": "Maintenance",
     "Make extra groups visible to, or hide default groups from, users of a specific group.": "Make extra groups visible to, or hide default groups from, users of a specific group.",
     "Make it easier for teammates to pick the right group.": "Make it easier for teammates to pick the right group.",
+    "Make sure you understand these effects before enabling.": "Make sure you understand these effects before enabling.",
     "Manage": "Manage",
     "Manage account bindings for this user": "Manage account bindings for this user",
     "Manage Bindings": "Manage Bindings",
     "Manage catalog visibility and pricing.": "Manage catalog visibility and pricing.",
     "Manage custom OAuth providers for user authentication": "Manage custom OAuth providers for user authentication",
+    "Manage display": "Manage display",
     "Manage Keys": "Manage Keys",
     "Manage local models for:": "Manage local models for:",
     "Manage metadata, pricing, and channel connections. Each section saves separately.": "Manage metadata, pricing, and channel connections. Each section saves separately.",
     "Manage multi-key status and configuration for this channel": "Manage multi-key status and configuration for this channel",
     "Manage Ollama Models": "Manage Ollama Models",
+    "Manage pricing, visibility and automatic routing for your groups.": "Manage pricing, visibility and automatic routing for your groups.",
     "Manage server log files. Log files accumulate over time; regular cleanup is recommended to free disk space.": "Manage server log files. Log files accumulate over time; regular cleanup is recommended to free disk space.",
     "Manage sources": "Manage sources",
     "Manage subscription plans and pricing.": "Manage subscription plans and pricing.",
@@ -3290,7 +3723,10 @@
     "Manage Vendors": "Manage Vendors",
     "Manage your LinuxDO OAuth app": "Manage your LinuxDO OAuth app",
     "Manage your security settings and account access": "Manage your security settings and account access",
+    "Mantle (Messages API)": "Mantle (Messages API)",
+    "Manual detection uses your wallet balance.": "Manual detection uses your wallet balance.",
     "Manual Disabled": "Manual Disabled",
+    "Manual labels only; they do not change pricing, permissions or routing. Save new groups before editing their tags.": "Manual labels only; they do not change pricing, permissions or routing. Save new groups before editing their tags.",
     "Map fields from the user info response to local user attributes. Supports nested paths (e.g. ocs.data.id).": "Map fields from the user info response to local user attributes. Supports nested paths (e.g. ocs.data.id).",
     "Map model identifiers to Gemini API versions. A `default` entry applies when no specific match is found.": "Map model identifiers to Gemini API versions. A `default` entry applies when no specific match is found.",
     "Map request model names to actual provider model names (JSON format)": "Map request model names to actual provider model names (JSON format)",
@@ -3333,6 +3769,7 @@
     "Max Successful Requests": "Max Successful Requests",
     "Max Tokens": "Max Tokens",
     "Maximum {{max}} groups selected": "Maximum {{max}} groups selected",
+    "Maximum 100 redemption codes can be generated at once": "Maximum 100 redemption codes can be generated at once",
     "Maximum 1000 characters. Supports Markdown and HTML.": "Maximum 1000 characters. Supports Markdown and HTML.",
     "Maximum 200 characters": "Maximum 200 characters",
     "Maximum 500 characters. Supports Markdown and HTML.": "Maximum 500 characters. Supports Markdown and HTML.",
@@ -3343,7 +3780,9 @@
     "Maximum number of channels tested at the same time (1-32)": "Maximum number of channels tested at the same time (1-32)",
     "Maximum number of tokens each user can create. Default 1000. Setting too large may affect performance.": "Maximum number of tokens each user can create. Default 1000. Setting too large may affect performance.",
     "Maximum number of tokens in the response": "Maximum number of tokens in the response",
+    "Maximum number of tokens reached ({{max}})": "Maximum number of tokens reached ({{max}})",
     "Maximum quota amount awarded for check-in": "Maximum quota amount awarded for check-in",
+    "Maximum retries": "Maximum retries",
     "Maximum tokens including hidden reasoning tokens": "Maximum tokens including hidden reasoning tokens",
     "Maximum tokens per response": "Maximum tokens per response",
     "Maximum tokens per user": "Maximum tokens per user",
@@ -3361,6 +3800,10 @@
     "Memory": "Memory",
     "Memory Hits": "Memory Hits",
     "Memory Threshold (%)": "Memory Threshold (%)",
+    "Meow benchmark · auxiliary": "Meow benchmark · auxiliary",
+    "Meow quick test · 32 probes per channel.": "Meow quick test · 32 probes per channel.",
+    "Meow results are auxiliary and do not affect the fingerprint downgrade rate.": "Meow results are auxiliary and do not affect the fingerprint downgrade rate.",
+    "Meow strong evidence for Astra counts as matched; strong evidence for another model counts as downgraded. Inconclusive rounds are excluded. Pelican quality is assessed separately.": "Meow strong evidence for Astra counts as matched; strong evidence for another model counts as downgraded. Inconclusive rounds are excluded. Pelican quality is assessed separately.",
     "Merchant ID": "Merchant ID",
     "Merchant ID is required": "Merchant ID is required",
     "Merge into Other": "Merge into Other",
@@ -3379,6 +3822,7 @@
     "Min Top-up": "Min Top-up",
     "Min Top-up:": "Min Top-up:",
     "MiniMax": "MiniMax",
+    "Minimum {{amount}}": "Minimum {{amount}}",
     "Minimum check-in quota": "Minimum check-in quota",
     "Minimum LinuxDO trust level required": "Minimum LinuxDO trust level required",
     "Minimum quota amount awarded for check-in": "Minimum quota amount awarded for check-in",
@@ -3389,6 +3833,7 @@
     "Minimum top-up amount must be at least 1": "Minimum top-up amount must be at least 1",
     "Minimum top-up quantity": "Minimum top-up quantity",
     "Minimum topup amount: {{amount}}": "Minimum topup amount: {{amount}}",
+    "Minimum transfer quota is {{min}}!": "Minimum transfer quota is {{min}}!",
     "Minimum Trust Level": "Minimum Trust Level",
     "Minimum:": "Minimum:",
     "Minor blips in the last 30 days": "Minor blips in the last 30 days",
@@ -3396,9 +3841,13 @@
     "Minute": "Minute",
     "minutes": "minutes",
     "Missing code": "Missing code",
+    "Missing group ID": "Missing group ID",
     "Missing metadata": "Missing metadata",
+    "Missing model ID": "Missing model ID",
     "Missing Models": "Missing Models",
+    "Missing parameter rule_name, or use all=true to clear everything": "Missing parameter rule_name, or use all=true to clear everything",
     "Missing user data from Passkey login response": "Missing user data from Passkey login response",
+    "Missing vendor ID": "Missing vendor ID",
     "Mistral": "Mistral",
     "MjProxy": "MjProxy",
     "MjProxyPlus": "MjProxyPlus",
@@ -3422,10 +3871,14 @@
     "Model deployment service is disabled": "Model deployment service is disabled",
     "Model Description": "Model Description",
     "Model details": "Model details",
+    "Model detection is always active. When off, mismatched results are delivered and logged. When on, mismatched results are rejected and a safe channel switch is attempted.": "Model detection is always active. When off, mismatched results are delivered and logged. When on, mismatched results are rejected and a safe channel switch is attempted.",
     "Model disabled successfully": "Model disabled successfully",
     "Model discovery uses the first key; other keys are not tested.": "Model discovery uses the first key; other keys are not tested.",
     "Model discovery uses the saved channel connection settings.": "Model discovery uses the saved channel connection settings.",
     "Model enabled successfully": "Model enabled successfully",
+    "Model fingerprint": "Model fingerprint",
+    "Model fixed price {{model_price}}, group ratio {{group_ratio}}, action {{action}}": "Model fixed price {{model_price}}, group ratio {{group_ratio}}, action {{action}}",
+    "Model fixed price {{model_price}}, group ratio {{group_ratio}}, action {{action}}, ID {{id}}": "Model fixed price {{model_price}}, group ratio {{group_ratio}}, action {{action}}, ID {{id}}",
     "Model fixed pricing": "Model fixed pricing",
     "Model Group": "Model Group",
     "Model hidden from model square": "Model hidden from model square",
@@ -3445,14 +3898,20 @@
     "Model mappings are being edited in the floating panel.": "Model mappings are being edited in the floating panel.",
     "Model metadata": "Model metadata",
     "Model metadata saved": "Model metadata saved",
+    "Model mismatch allowed": "Model mismatch allowed",
     "Model name": "Model name",
     "Model Name": "Model Name",
     "Model Name *": "Model Name *",
+    "Model name already exists": "Model name already exists",
+    "Model name cannot be empty": "Model name cannot be empty",
     "Model name is required": "Model name is required",
+    "Model name is too long: {{model}}": "Model name is too long: {{model}}",
     "Model names copied to clipboard": "Model names copied to clipboard",
     "Model not found": "Model not found",
     "Model performance metrics": "Model performance metrics",
+    "Model preferences": "Model preferences",
     "Model Price": "Model Price",
+    "Model price {{model_price}}, group ratio {{group_ratio}}": "Model price {{model_price}}, group ratio {{group_ratio}}",
     "Model price is not configured. Please complete model pricing in settings.": "Model price is not configured. Please complete model pricing in settings.",
     "Model Price Not Configured": "Model Price Not Configured",
     "Model prices": "Model prices",
@@ -3462,13 +3921,16 @@
     "Model pricing saved": "Model pricing saved",
     "Model pull failed: {{msg}}": "Model pull failed: {{msg}}",
     "Model ratio": "Model ratio",
+    "Model ratio {{model_ratio}}, completion ratio {{completion_ratio}}, audio ratio {{audio_ratio}}, audio completion ratio {{audio_completion_ratio}}, group ratio {{group_ratio}}": "Model ratio {{model_ratio}}, completion ratio {{completion_ratio}}, audio ratio {{audio_ratio}}, audio completion ratio {{audio_completion_ratio}}, group ratio {{group_ratio}}",
     "Model ratios": "Model ratios",
+    "Model ratios reset": "Model ratios reset",
     "Model ratios reset successfully": "Model ratios reset successfully",
     "Model redirect is unavailable": "Model redirect is unavailable",
     "Model redirects": "Model redirects",
     "Model Regex": "Model Regex",
     "Model Regex (one per line)": "Model Regex (one per line)",
     "Model regex cannot be empty": "Model regex cannot be empty",
+    "Model rules": "Model rules",
     "Model scope": "Model scope",
     "Model selected": "Model selected",
     "Model shown in model square": "Model shown in model square",
@@ -3476,8 +3938,21 @@
     "Model Square": "Model Square",
     "Model square visibility": "Model square visibility",
     "Model Tags": "Model Tags",
+    "Model test": "Model test",
     "Model to use for testing": "Model to use for testing",
     "Model to use when testing channel connectivity": "Model to use when testing channel connectivity",
+    "Model verification": "Model verification",
+    "Model verification: accepted": "Model verification: accepted",
+    "Model verification: confirmation_buffer_limit": "Model confirmation data exceeded limit",
+    "Model verification: confirmation_timeout": "Model confirmation timed out",
+    "Model verification: mismatch_allowed": "Model verification: mismatch_allowed",
+    "Model verification: mismatch_rejected": "Model verification: mismatch_rejected",
+    "Model verification: missing_model": "Upstream model missing",
+    "Model verification: model_mismatch": "Response model mismatch",
+    "Model verification: pending": "Model verification: pending",
+    "Model verification: switched_success": "Switched successfully",
+    "Model verification: transport_error": "Transport error",
+    "Model verification: unchecked": "Model verification: unchecked",
     "Model Version": "Model Version",
     "Model Version *": "Model Version *",
     "Model-scoped only": "Model-scoped only",
@@ -3508,13 +3983,16 @@
     "Models updated successfully": "Models updated successfully",
     "Models used on this site": "Models used on this site",
     "models.dev pricing preset": "models.dev pricing preset",
+    "ModelTrace · 3 independent probes per channel.": "ModelTrace · 3 independent probes per channel.",
+    "ModelTrace fingerprint": "ModelTrace fingerprint",
+    "ModelTrace is the primary signal. Three valid probes, at least 80% candidate probability and a 0.5 score gap are required for classification. Other rounds are inconclusive. Probabilities are relative to the candidate bank.": "ModelTrace is the primary signal. Three valid probes, at least 80% candidate probability and a 0.5 score gap are required for classification. Other rounds are inconclusive. Probabilities are relative to the candidate bank.",
     "Modify existing subscription plan configuration": "Modify existing subscription plan configuration",
     "Module availability": "Module availability",
     "MokaAI": "MokaAI",
     "Monitor": "Monitor",
     "Monitor balance, usage, and request volume": "Monitor balance, usage, and request volume",
     "Monitored relay requests": "Monitored relay requests",
-    "Monitoring & Alerts": "Monitoring & Alerts",
+    "Monitoring status": "Monitoring status",
     "Month": "Month",
     "Month number": "Month number",
     "Monthly": "Monthly",
@@ -3536,6 +4014,7 @@
     "Move {{group}} up": "Move {{group}} up",
     "Move a request header": "Move a request header",
     "Move affiliate rewards to your main balance": "Move affiliate rewards to your main balance",
+    "Move channels into a priority tier or between tiers. Priority values update automatically.": "Move channels into a priority tier or between tiers. Priority values update automatically.",
     "Move fallback to end": "Move fallback to end",
     "Move Field": "Move Field",
     "Move Header": "Move Header",
@@ -3545,6 +4024,7 @@
     "Move source field to target field": "Move source field to target field",
     "ms": "ms",
     "Multi-key channel: Keys will be": "Multi-key channel: Keys will be",
+    "Multi-key channels do not support balance queries": "Multi-key channels do not support balance queries",
     "Multi-Key Management": "Multi-Key Management",
     "Multi-key management {{action}} on channel (ID: {{id}})": "Multi-key management {{action}} on channel (ID: {{id}})",
     "Multi-Key Mode (multiple keys, one channel)": "Multi-Key Mode (multiple keys, one channel)",
@@ -3568,6 +4048,8 @@
     "Multipliers for recharge pricing based on user groups.": "Multipliers for recharge pricing based on user groups.",
     "Must be a valid URL": "Must be a valid URL",
     "Must be at least 8 characters": "Must be at least 8 characters",
+    "Must be greater than 0": "Must be greater than 0",
+    "Must be greater than or equal to 0": "Must be greater than or equal to 0",
     "My Subscriptions": "My Subscriptions",
     "my-status": "my-status",
     "MySQL detected": "MySQL detected",
@@ -3580,6 +4062,7 @@
     "Name is available": "Name is available",
     "Name is not available": "Name is not available",
     "Name Matching Rule": "Name Matching Rule",
+    "Name must be 64 characters or fewer": "Name must be 64 characters or fewer",
     "Name must be between {{min}} and {{max}} characters": "Name must be between {{min}} and {{max}} characters",
     "Name Rule": "Name Rule",
     "Name Suffix": "Name Suffix",
@@ -3603,6 +4086,7 @@
     "Network proxy for this channel (supports HTTP, HTTPS, SOCKS5, and SOCKS5H)": "Network proxy for this channel (supports HTTP, HTTPS, SOCKS5, and SOCKS5H)",
     "Never": "Never",
     "Never expires": "Never expires",
+    "Never used": "Never used",
     "Never used an API Gateway?": "Never used an API Gateway?",
     "NEW": "NEW",
     "New API": "New API",
@@ -3616,6 +4100,7 @@
     "New metadata": "New metadata",
     "New model": "New model",
     "New Models ({{count}})": "New Models ({{count}})",
+    "New models: all metadata shown below will be imported automatically. No selection is needed.": "New models: all metadata shown below will be imported automatically. No selection is needed.",
     "New name will be:": "New name will be:",
     "New Passkeys use the primary domain. Compatible domains keep existing Passkeys working.": "New Passkeys use the primary domain. Compatible domains keep existing Passkeys working.",
     "New Passkeys use this domain. Enter a domain without https://, a port or a path. An empty field uses the system website address.": "New Passkeys use this domain. Enter a domain without https://, a port or a path. An empty field uses the system website address.",
@@ -3623,8 +4108,12 @@
     "New password": "New password",
     "New Password": "New Password",
     "New password must be different from current password": "New password must be different from current password",
+    "New priority: {{priority}}": "New priority: {{priority}}",
+    "New priority: {{priority}} · {{count}} channels affected": "New priority: {{priority}} · {{count}} channels affected",
     "New records include the fields below. Existing fields are kept unless explicitly selected.": "New records include the fields below. Existing fields are kept unless explicitly selected.",
     "New User Quota": "New User Quota",
+    "New user registration has been disabled by administrator": "New user registration has been disabled by administrator",
+    "New user sign-up bonus {{quota}}": "New user sign-up bonus {{quota}}",
     "New value": "New value",
     "New vendors": "New vendors",
     "New version available: {{version}}": "New version available: {{version}}",
@@ -3636,6 +4125,7 @@
     "Next reset": "Next reset",
     "No": "No",
     "No About Content Set": "No About Content Set",
+    "No access tokens": "No access tokens",
     "No Active": "No Active",
     "No active login sessions": "No active login sessions",
     "No active system tasks.": "No active system tasks.",
@@ -3652,11 +4142,16 @@
     "No app usage data available for this model.": "No app usage data available for this model.",
     "No apps match the selected filters": "No apps match the selected filters",
     "No Auth": "No Auth",
+    "No auto groups configured": "No auto groups configured",
+    "No auto-disabled keys to delete": "No auto-disabled keys to delete",
+    "No available channel": "No available channel",
     "No available channels": "No available channels",
+    "No available groups": "No available groups",
     "No available groups in the global Auto order.": "No available groups in the global Auto order.",
     "No available models": "No available models",
     "No available Web chat links": "No available Web chat links",
     "No backup": "No backup",
+    "No backup group": "No backup group",
     "No base input price": "No base input price",
     "No billing parameters declared": "No billing parameters declared",
     "No billing records found": "No billing records found",
@@ -3693,6 +4188,7 @@
     "No description available.": "No description available.",
     "No discount tiers configured. Click \"Add discount tier\" to get started.": "No discount tiers configured. Click \"Add discount tier\" to get started.",
     "No duplicate keys found": "No duplicate keys found",
+    "No enabled Astra channels": "No enabled Astra channels",
     "No enabled channel key": "No enabled channel key",
     "No enabled groups": "No enabled groups",
     "No enabled tokens available": "No enabled tokens available",
@@ -3706,6 +4202,7 @@
     "No flow data available": "No flow data available",
     "No group": "No group",
     "No group found.": "No group found.",
+    "No group monitors": "No group monitors",
     "No group-based rate limits configured. Click \"Add group\" to get started.": "No group-based rate limits configured. Click \"Add group\" to get started.",
     "No groups match your search": "No groups match your search",
     "No groups yet. Add a group to get started.": "No groups yet. Add a group to get started.",
@@ -3719,7 +4216,11 @@
     "No integrity verification": "No integrity verification",
     "No Inviter": "No Inviter",
     "No IP restriction": "No IP restriction",
+    "No key index specified to delete": "No key index specified to delete",
+    "No key index specified to disable": "No key index specified to disable",
+    "No key index specified to enable": "No key index specified to enable",
     "No keys found": "No keys found",
+    "No keys to disable": "No keys to disable",
     "No latency data available": "No latency data available",
     "No linked models": "No linked models",
     "No linked OAuth provider is available.": "No linked OAuth provider is available.",
@@ -3768,14 +4269,19 @@
     "No nodes": "No nodes",
     "No notable climbers right now": "No notable climbers right now",
     "No notable drops right now": "No notable drops right now",
+    "No notifications are available to you right now": "No notifications are available to you right now",
     "No parameter overrides configured.": "No parameter overrides configured.",
     "No Passkey is registered.": "No Passkey is registered.",
     "No payment methods available. Please contact administrator.": "No payment methods available. Please contact administrator.",
     "No payment methods configured": "No payment methods configured",
     "No payment methods configured. Click \"Add method\" or use templates to get started.": "No payment methods configured. Click \"Add method\" or use templates to get started.",
     "No payment methods match your search": "No payment methods match your search",
+    "No pelican works yet": "No pelican works yet",
     "No performance data available": "No performance data available",
+    "No permission to access users of same or higher level": "No permission to access users of same or higher level",
+    "No permission to change the 2FA settings of users at the same or higher level": "No permission to change the 2FA settings of users at the same or higher level",
     "No permission to perform this action": "No permission to perform this action",
+    "No permission to update users of same or higher permission level": "No permission to update users of same or higher permission level",
     "No plans available": "No plans available",
     "No plugins available for binding": "No plugins available for binding",
     "No preceding rule matched": "No preceding rule matched",
@@ -3789,6 +4295,8 @@
     "No Quota": "No Quota",
     "No quota limit": "No quota limit",
     "No ratio differences found": "No ratio differences found",
+    "No recent data": "No recent data",
+    "No recent detections": "No recent detections",
     "No recent usage": "No recent usage",
     "No records": "No records",
     "No records found. Try adjusting your filters.": "No records found. Try adjusting your filters.",
@@ -3812,6 +4320,7 @@
     "No separate media pricing configured.": "No separate media pricing configured.",
     "No source available": "No source available",
     "No source changes": "No source changes",
+    "No special ratios configured": "No special ratios configured",
     "No status code mappings configured.": "No status code mappings configured.",
     "No stores on this merchant yet. Set a return URL and click Create to mint your first pair.": "No stores on this merchant yet. Set a return URL and click Create to mint your first pair.",
     "No subscription plans yet": "No subscription plans yet",
@@ -3836,26 +4345,31 @@
     "No users available. Try adjusting your search or filters.": "No users available. Try adjusting your search or filters.",
     "No Users Found": "No Users Found",
     "No valid custom Auto groups remain. Add a group or restore global Auto.": "No valid custom Auto groups remain. Add a group or restore global Auto.",
+    "No valid upstream channel": "No valid upstream channel",
     "No vendor": "No vendor",
     "No vendor data available": "No vendor data available",
     "No vendors found": "No vendors found",
     "No verification method is available for this action.": "No verification method is available for this action.",
     "No version history": "No version history",
+    "No vision works yet": "No vision works yet",
     "No X Found": "No X Found",
     "Node": "Node",
     "Node filters": "Node filters",
     "Node Name": "Node Name",
     "Node role": "Node role",
     "Nodes reporting from this deployment and their latest heartbeat.": "Nodes reporting from this deployment and their latest heartbeat.",
+    "Non-Astra fingerprint": "Non-Astra fingerprint",
     "Non-stream": "Non-stream",
     "Non-zero invitation rewards require compliance confirmation in Payment Gateway settings.": "Non-zero invitation rewards require compliance confirmation in Payment Gateway settings.",
     "None": "None",
     "None (plugin declaration)": "None (plugin declaration)",
     "noreply@example.com": "noreply@example.com",
+    "Normal": "Normal",
     "Normalized:": "Normalized:",
     "Not available": "Not available",
     "Not backed up": "Not backed up",
     "Not bound": "Not bound",
+    "Not checked": "Not checked",
     "Not configured": "Not configured",
     "Not configured for some providers": "Not configured for some providers",
     "Not configured for this provider": "Not configured for this provider",
@@ -3864,12 +4378,16 @@
     "Not declared; an API key may still be required.": "Not declared; an API key may still be required.",
     "Not Equals": "Not Equals",
     "Not found upstream": "Not found upstream",
-    "Not generated": "Not generated",
+    "Not implemented yet": "Not implemented yet",
     "Not in pricing table": "Not in pricing table",
     "Not included": "Not included",
     "Not installed": "Not installed",
     "Not listed": "Not listed",
+    "Not logged in": "Not logged in",
     "Not matched": "Not matched",
+    "Not measured": "Not measured",
+    "Not passed": "Not passed",
+    "Not provided": "Not provided",
     "Not provided by this source": "Not provided by this source",
     "Not recorded": "Not recorded",
     "Not registered": "Not registered",
@@ -3887,6 +4405,8 @@
     "Notification Email": "Notification Email",
     "Notification Method": "Notification Method",
     "Notifications": "Notifications",
+    "Notifications to receive": "Notifications to receive",
+    "Now": "Now",
     "Now a user whose user group is vip creates tokens with different groups and makes one call with each:": "Now a user whose user group is vip creates tokens with different groups and makes one call with each:",
     "Nucleus sampling probability mass": "Nucleus sampling probability mass",
     "Number": "Number",
@@ -3911,6 +4431,7 @@
     "OAuth Integrations": "OAuth Integrations",
     "OAuth pop-up was blocked": "OAuth pop-up was blocked",
     "OAuth popup storage is unavailable.": "OAuth popup storage is unavailable.",
+    "OAuth provider not found": "OAuth provider not found",
     "OAuth window is no longer available.": "OAuth window is no longer available.",
     "Object Prune Rules": "Object Prune Rules",
     "Observability": "Observability",
@@ -3920,6 +4441,7 @@
     "of": "of",
     "of 3:": "of 3:",
     "off": "off",
+    "Off by default. Exclude groups flagged by the latest valid quality checks within 6 hours. Unknown results remain eligible.": "Off by default. Exclude groups flagged by the latest valid quality checks within 6 hours. Unknown results remain eligible.",
     "Official": "Official",
     "Official Claude Messages": "Official Claude Messages",
     "Official documentation": "Official documentation",
@@ -3941,19 +4463,23 @@
     "OIDC discovery URL. Click \"Auto-discover\" to fetch endpoints automatically.": "OIDC discovery URL. Click \"Auto-discover\" to fetch endpoints automatically.",
     "OIDC Display Name": "OIDC Display Name",
     "OIDC endpoints discovered successfully": "OIDC endpoints discovered successfully",
+    "OIDC ID is empty!": "OIDC ID is empty!",
     "Old Format Template": "Old Format Template",
     "Old format: Direct override. New format: Supports conditional judgment and custom JSON operations.": "Old format: Direct override. New format: Supports conditional judgment and custom JSON operations.",
     "Ollama": "Ollama",
     "Ollama Models": "Ollama Models",
     "One API": "One API",
+    "One channel, {{calls}} requests, group ratio {{ratio}}x.": "One channel, {{calls}} requests, group ratio {{ratio}}x.",
     "One domain per line": "One domain per line",
     "One domain per line (only used when domain restriction is enabled)": "One domain per line (only used when domain restriction is enabled)",
     "One IP or CIDR range per line": "One IP or CIDR range per line",
     "One IP per line (empty for no restriction)": "One IP per line (empty for no restriction)",
     "one keyword per line": "one keyword per line",
+    "One work per Astra channel.": "One work per Astra channel.",
     "online": "online",
     "Online": "Online",
     "Online payment is not enabled. Please contact the administrator.": "Online payment is not enabled. Please contact the administrator.",
+    "Online top-up succeeded, amount added: {{quota}}, payment amount: {{amount}}": "Online top-up succeeded, amount added: {{quota}}, payment amount: {{amount}}",
     "Online topup is not enabled. Please use redemption code or contact administrator.": "Online topup is not enabled. Please use redemption code or contact administrator.",
     "Only allow specific email domains": "Only allow specific email domains",
     "Only available for admins. When enabled, you will receive a summary notification via your selected method when the scheduled model check detects upstream model changes or check failures.": "Only available for admins. When enabled, you will receive a summary notification via your selected method when the scheduled model check detects upstream model changes or check failures.",
@@ -3986,10 +4512,10 @@
     "Open in New Tab": "Open in New Tab",
     "Open menu": "Open menu",
     "Open Query Balance to view the upstream JSON response": "Open Query Balance to view the upstream JSON response",
-    "Otherwise the binding is removed.": "Otherwise the binding is removed.",
     "Open release": "Open release",
     "Open source": "Open source",
     "Open Source": "Open Source",
+    "Open status page": "Open status page",
     "Open the io.net console API Keys page": "Open the io.net console API Keys page",
     "Open theme settings": "Open theme settings",
     "Open weights": "Open weights",
@@ -4024,6 +4550,7 @@
     "Operation failed": "Operation failed",
     "Operation successful": "Operation successful",
     "Operation Type": "Operation Type",
+    "Operational": "Operational",
     "Operations": "Operations",
     "Operator": "Operator",
     "Operator Admin": "Operator Admin",
@@ -4044,12 +4571,15 @@
     "Optional settings for advanced container configuration.": "Optional settings for advanced container configuration.",
     "Optional supplementary information (max 100 characters)": "Optional supplementary information (max 100 characters)",
     "Optional tag for grouping channels": "Optional tag for grouping channels",
+    "Optional. Without it, Google picks the region; with it, requests go to the deployment region below.": "Optional. Without it, Google picks the region; with it, requests go to the deployment region below.",
     "Opus Model": "Opus Model",
     "Or continue with": "Or continue with",
     "Or enter this key manually:": "Or enter this key manually:",
     "or pick existing": "or pick existing",
     "Order completed successfully": "Order completed successfully",
     "Order History": "Order History",
+    "Order is not pending payment and cannot be completed": "Order is not pending payment and cannot be completed",
+    "Order number not provided": "Order number not provided",
     "Order Payment Method": "Order Payment Method",
     "org-...": "org-...",
     "Original Model": "Original Model",
@@ -4066,11 +4596,14 @@
     "Other users": "Other users",
     "Otherwise (the preceding conditions do not match)": "Otherwise (the preceding conditions do not match)",
     "Otherwise → {{name}}": "Otherwise → {{name}}",
+    "Otherwise the binding is removed.": "Otherwise the binding is removed.",
     "Outage": "Outage",
     "Output": "Output",
     "Output aspect ratio": "Output aspect ratio",
     "Output image size": "Output image size",
     "Output price": "Output price",
+    "Output Price: High to Low": "Output Price: High to Low",
+    "Output Price: Low to High": "Output Price: Low to High",
     "Output token price for generated tokens.": "Output token price for generated tokens.",
     "Output token rate": "Output token rate",
     "Output tokens": "Output tokens",
@@ -4138,6 +4671,7 @@
     "Pass-through Headers (comma-separated or JSON array)": "Pass-through Headers (comma-separated or JSON array)",
     "Pass-through help": "Pass-through help",
     "Pass-through requires native forwarding": "Pass-through requires native forwarding",
+    "Passed": "Passed",
     "Passive recovery only": "Passive recovery only",
     "Passkey": "Passkey",
     "Passkey Authentication": "Passkey Authentication",
@@ -4177,32 +4711,44 @@
     "Password copied to clipboard: {{password}}": "Password copied to clipboard: {{password}}",
     "Password has been copied to clipboard": "Password has been copied to clipboard",
     "Password Login": "Password Login",
+    "Password login has been disabled by administrator": "Password login has been disabled by administrator",
     "Password must be at least 8 characters": "Password must be at least 8 characters",
     "Password must be at most 20 characters long": "Password must be at most 20 characters long",
     "Password must be between 8 and 20 characters": "Password must be between 8 and 20 characters",
     "Password must contain between 8 and 128 characters.": "Password must contain between 8 and 128 characters.",
     "Password Registration": "Password Registration",
+    "Password registration has been disabled by administrator, please use third-party account verification": "Password registration has been disabled by administrator, please use third-party account verification",
     "Password reset and copied to clipboard: {{password}}": "Password reset and copied to clipboard: {{password}}",
+    "Password reset link is invalid or has expired": "Password reset link is invalid or has expired",
     "Password reset: {{password}}": "Password reset: {{password}}",
     "Password set successfully": "Password set successfully",
     "Password settings have changed. Reload the page and try again.": "Password settings have changed. Reload the page and try again.",
     "Passwords do not match": "Passwords do not match",
     "Passwords don't match.": "Passwords don't match.",
+    "Past": "Past",
     "Paste Connection Info": "Paste Connection Info",
     "Paste JavaScript source here...": "Paste JavaScript source here...",
     "Path": "Path",
     "Path not set": "Path not set",
     "Path Regex (one per line)": "Path Regex (one per line)",
     "Path:": "Path:",
+    "Pause drag demo": "Pause drag demo",
     "Pay": "Pay",
+    "Pay {{amount}}": "Pay {{amount}}",
+    "Pay {{amount}} <savings>• Save {{saved}}</savings>": "Pay {{amount}} <savings>• Save {{saved}}</savings>",
     "Pay with Balance": "Pay with Balance",
     "Pay-as-you-go with real-time usage monitoring": "Pay-as-you-go with real-time usage monitoring",
     "Payment": "Payment",
     "Payment aggregator mode — onboard with your own registered company (offshore entity). Built for Enterprise.": "Payment aggregator mode — onboard with your own registered company (offshore entity). Built for Enterprise.",
+    "Payment amount is too low": "Payment amount is too low",
+    "Payment cancel redirect URL is not in the trusted domain list": "Payment cancel redirect URL is not in the trusted domain list",
     "Payment Channel": "Payment Channel",
+    "Payment configuration error": "Payment configuration error",
     "Payment Gateway": "Payment Gateway",
+    "Payment information has not been configured by administrator": "Payment information has not been configured by administrator",
     "Payment initiated": "Payment initiated",
     "Payment Method": "Payment Method",
+    "Payment method does not exist": "Payment method does not exist",
     "Payment method identifier": "Payment method identifier",
     "Payment method identifier is required": "Payment method identifier is required",
     "Payment method name": "Payment method name",
@@ -4215,16 +4761,22 @@
     "Payment request failed": "Payment request failed",
     "Payment return URL": "Payment return URL",
     "Payment return URL is empty. Create the product without a SuccessURL redirect?": "Payment return URL is empty. Create the product without a SuccessURL redirect?",
+    "Payment success redirect URL is not in the trusted domain list": "Payment success redirect URL is not in the trusted domain list",
     "Payment type key": "Payment type key",
     "Payment type key is required": "Payment type key is required",
     "Payment, redemption codes, subscription plans, and invitation rewards are locked until the root administrator confirms the compliance terms.": "Payment, redemption codes, subscription plans, and invitation rewards are locked until the root administrator confirms the compliance terms.",
+    "Payment, redemption, subscription, and invitation reward features are disabled. The administrator must confirm compliance terms before enabling them.": "Payment, redemption, subscription, and invitation reward features are disabled. The administrator must confirm compliance terms before enabling them.",
     "Peak": "Peak",
     "Peak KV cache usage": "Peak KV cache usage",
     "Peak throughput": "Peak throughput",
     "Peak token pool usage": "Peak token pool usage",
+    "Pelican detection": "Pelican detection",
+    "Pelican sample {{number}}": "Pelican sample {{number}}",
+    "Pelican work preview": "Pelican work preview",
     "Penalises repetition of frequent tokens": "Penalises repetition of frequent tokens",
     "pending": "pending",
     "Pending": "Pending",
+    "Pending settlement": "Pending settlement",
     "per": "per",
     "Per 1K tokens": "Per 1K tokens",
     "Per 1M tokens": "Per 1M tokens",
@@ -4242,6 +4794,8 @@
     "Per-request": "Per-request",
     "Per-request (deprecated)": "Per-request (deprecated)",
     "Per-request (fixed price)": "Per-request (fixed price)",
+    "Per-request Price: High to Low": "Per-request Price: High to Low",
+    "Per-request Price: Low to High": "Per-request Price: Low to High",
     "Per-token": "Per-token",
     "Per-token (deprecated)": "Per-token (deprecated)",
     "Per-token (ratio based)": "Per-token (ratio based)",
@@ -4249,6 +4803,7 @@
     "Percentage:": "Percentage:",
     "Performance": "Performance",
     "Performance data is not yet available for this model.": "Performance data is not yet available for this model.",
+    "Performance for {{model}}": "Performance for {{model}}",
     "Performance health": "Performance health",
     "Performance metrics for the last 24 hours": "Performance metrics for the last 24 hours",
     "Performance metrics shown here are simulated for preview purposes and will be replaced with live observability data once the backend integration is complete.": "Performance metrics shown here are simulated for preview purposes and will be replaced with live observability data once the backend integration is complete.",
@@ -4261,13 +4816,16 @@
     "Periodically checks only channels with auto-disable enabled, excluding manually disabled channels.": "Periodically checks only channels with auto-disable enabled, excluding manually disabled channels.",
     "Periodically send ping frames to keep streaming connections active.": "Periodically send ping frames to keep streaming connections active.",
     "Permanently delete your account and all data": "Permanently delete your account and all data",
+    "Permissions": "Permissions",
     "Permit Passkey registration on non-HTTPS origins (only recommended for development)": "Permit Passkey registration on non-HTTPS origins (only recommended for development)",
     "Perplexity": "Perplexity",
     "Persist your data file": "Persist your data file",
     "Personal": "Personal",
     "Personal area": "Personal area",
     "Personal Center Area": "Personal Center Area",
+    "Personal group multipliers": "Personal group multipliers",
     "Personal info settings": "Personal info settings",
+    "Personal rate": "Personal rate",
     "Personal Settings": "Personal Settings",
     "Personal settings and profile management.": "Personal settings and profile management.",
     "Personal use": "Personal use",
@@ -4277,9 +4835,12 @@
     "Pick or create both a store and a product before saving.": "Pick or create both a store and a product before saving.",
     "Ping Interval (seconds)": "Ping Interval (seconds)",
     "Plan": "Plan",
+    "Plan amount is too low": "Plan amount is too low",
     "Plan ID": "Plan ID",
     "Plan Name": "Plan Name",
+    "Plan name cannot be empty": "Plan name cannot be empty",
     "Plan Price": "Plan Price",
+    "Plan price cannot be empty": "Plan price cannot be empty",
     "Plan price must be greater than zero": "Plan price must be greater than zero",
     "Plan Quota": "Plan Quota",
     "Plan Subtitle": "Plan Subtitle",
@@ -4294,6 +4855,7 @@
     "Please agree to the legal terms first": "Please agree to the legal terms first",
     "Please complete the security check to continue.": "Please complete the security check to continue.",
     "Please confirm that you understand the consequences": "Please confirm that you understand the consequences",
+    "Please confirm the compliance statement": "Please confirm the compliance statement",
     "Please confirm your password": "Please confirm your password",
     "Please enable io.net model deployment service and configure an API key in System Settings.": "Please enable io.net model deployment service and configure an API key in System Settings.",
     "Please enable Two-factor Authentication or Passkey before proceeding": "Please enable Two-factor Authentication or Passkey before proceeding",
@@ -4331,6 +4893,7 @@
     "Please select a container": "Please select a container",
     "Please select a payment method": "Please select a payment method",
     "Please select a primary model": "Please select a primary model",
+    "Please select a product": "Please select a product",
     "Please select a subscription plan": "Please select a subscription plan",
     "Please select at least one channel": "Please select at least one channel",
     "Please select at least one model": "Please select at least one model",
@@ -4341,12 +4904,15 @@
     "Please try again later.": "Please try again later.",
     "Please type the following text to confirm:": "Please type the following text to confirm:",
     "Please upload key file(s)": "Please upload key file(s)",
+    "Please wait {{seconds}} seconds before requesting another verification code.": "Please wait {{seconds}} seconds before requesting another verification code.",
     "Please wait a moment before trying again.": "Please wait a moment before trying again.",
     "Please wait a moment, human check is initializing...": "Please wait a moment, human check is initializing...",
     "Please wait before editing to avoid overwriting saved values.": "Please wait before editing to avoid overwriting saved values.",
     "Please wait before requesting another verification code.": "Please wait before requesting another verification code.",
+    "Please wait five minutes between sampling rounds": "Please wait five minutes between sampling rounds",
     "Please wait for the current generation to complete": "Please wait for the current generation to complete",
     "Plugin": "Plugin",
+    "Plugin activation failed": "Plugin activation failed",
     "Plugin author": "Plugin author",
     "Plugin default": "Plugin default",
     "Plugin details": "Plugin details",
@@ -4360,9 +4926,11 @@
     "Plugin is still in use": "Plugin is still in use",
     "Plugin key": "Plugin key",
     "Plugin metadata": "Plugin metadata",
+    "Plugin metadata contains an unknown field \"{{field}}\". If this plugin was downloaded from the official marketplace, it may require a newer version of new-api. Try updating new-api and installing the plugin again.": "Plugin metadata contains an unknown field \"{{field}}\". If this plugin was downloaded from the official marketplace, it may require a newer version of new-api. Try updating new-api and installing the plugin again.",
     "Plugin sandbox": "Plugin sandbox",
+    "Plugin saved, activation required": "Plugin saved, activation required",
     "Plugin source": "Plugin source",
-    "Plugin source exceeds the 1 MiB limit.": "Plugin source exceeds the 1 MiB limit.",
+    "Plugin source exceeds the 8 MiB limit.": "Plugin source exceeds the 8 MiB limit.",
     "Plugin uploaded successfully": "Plugin uploaded successfully",
     "Plugin version activated": "Plugin version activated",
     "Plugin version deleted": "Plugin version deleted",
@@ -4370,6 +4938,7 @@
     "Plugin-defined interfaces": "Plugin-defined interfaces",
     "Plugins": "Plugins",
     "Plugins can access channel credentials. Review the source and differences before installing.": "Plugins can access channel credentials. Review the source and differences before installing.",
+    "Plus池": "Plus pool",
     "Policy JSON": "Policy JSON",
     "Polling": "Polling",
     "Polling mode requires Redis and memory cache, otherwise performance will be significantly degraded": "Polling mode requires Redis and memory cache, otherwise performance will be significantly degraded",
@@ -4377,6 +4946,7 @@
     "Port": "Port",
     "Port must be a positive integer": "Port must be a positive integer",
     "Position {{position}}": "Position {{position}}",
+    "Possibly an upstream timeout": "Possibly an upstream timeout",
     "Post Delta": "Post Delta",
     "PostgreSQL detected": "PostgreSQL detected",
     "PostgreSQL offers advanced reliability and data integrity for production workloads.": "PostgreSQL offers advanced reliability and data integrity for production workloads.",
@@ -4387,7 +4957,14 @@
     "Pre-consumed": "Pre-consumed",
     "Pre-Consumed Quota": "Pre-Consumed Quota",
     "Pre-release": "Pre-release",
+    "Prefer recent streaming model-test results: latest valid first-token time per channel within 1 hour, averaged across the group. Untested groups rank last.": "Prefer recent streaming model-test results: latest valid first-token time per channel within 1 hour, averaged across the group. Untested groups rank last.",
+    "Prefer recent streaming model-test results: latest valid first-token time per channel within 6 hours, averaged across the group. Untested groups rank last.": "Prefer recent streaming model-test results: latest valid first-token time per channel within 6 hours, averaged across the group. Untested groups rank last.",
+    "Prefer the highest average throughput of the latest 30 valid calls for the requested model. Use model tests when no call samples exist; unmeasured groups rank last.": "Prefer the highest average throughput of the latest 30 valid calls for the requested model. Use model tests when no call samples exist; unmeasured groups rank last.",
+    "Prefer the highest recent request success rate for this model.": "Prefer the highest recent request success rate for this model.",
+    "Prefer the lowest average actual charge per million tokens for this model over the last 24 hours.": "Prefer the lowest average actual charge per million tokens for this model over the last 24 hours.",
     "Prefer the original channel, allow switching": "Prefer the original channel, allow switching",
+    "Prefer the shortest average time to first token for this model.": "Prefer the shortest average time to first token for this model.",
+    "Prefer your lowest effective group multiplier, including personal overrides.": "Prefer your lowest effective group multiplier, including personal overrides.",
     "Preference saved as {{pref}}, but no active subscription. Requests will be rejected.": "Preference saved as {{pref}}, but no active subscription. Requests will be rejected.",
     "Preference saved as {{pref}}, but no active subscription. Wallet will be used automatically.": "Preference saved as {{pref}}, but no active subscription. Wallet will be used automatically.",
     "Preferences": "Preferences",
@@ -4416,6 +4993,7 @@
     "Preset recharge amounts displayed to users": "Preset recharge amounts displayed to users",
     "Preset Template": "Preset Template",
     "Preset templates": "Preset templates",
+    "Preset: Astra prefers selected group": "Preset: Astra prefers selected group",
     "preset.anthropic": "Anthropic",
     "preset.default": "Default",
     "preset.forest-whisper": "Forest Whisper",
@@ -4436,17 +5014,23 @@
     "Preview fields": "Preview fields",
     "Preview is unavailable for custom expressions.": "Preview is unavailable for custom expressions.",
     "Preview metadata first": "Preview metadata first",
+    "Preview model": "Preview model",
     "Preview price changes": "Preview price changes",
     "Preview pricing conversion": "Preview pricing conversion",
     "Preview selected changes": "Preview selected changes",
     "Preview unavailable": "Preview unavailable",
+    "Preview upstream model changes": "Preview upstream model changes",
+    "Preview work": "Preview work",
     "Previous": "Previous",
     "Previous branch": "Previous branch",
     "Previous page": "Previous page",
+    "Previous permissions": "Previous permissions",
     "Previous value": "Previous value",
     "Price": "Price",
     "Price ($/1K calls)": "Price ($/1K calls)",
     "Price (local currency / USD)": "Price (local currency / USD)",
+    "Price cannot be negative": "Price cannot be negative",
+    "Price cannot exceed 9999": "Price cannot exceed 9999",
     "Price display": "Price display",
     "Price display mode": "Price display mode",
     "Price estimation": "Price estimation",
@@ -4460,12 +5044,11 @@
     "Price summary": "Price summary",
     "price_xxx": "price_xxx",
     "Price:": "Price:",
-    "Price: High to Low": "Price: High to Low",
-    "Price: Low to High": "Price: Low to High",
     "Prices are in {{currency}}, with units shown below. Use USD when editing expressions directly.": "Prices are in {{currency}}, with units shown below. Use USD when editing expressions directly.",
     "Prices changed while preparing the conversion. Try again.": "Prices changed while preparing the conversion. Try again.",
     "Prices for each set of conditions": "Prices for each set of conditions",
     "Prices shown per": "Prices shown per",
+    "Prices shown per {{unit}} tokens": "Prices shown per {{unit}} tokens",
     "Prices shown per usage unit": "Prices shown per usage unit",
     "Prices synced successfully": "Prices synced successfully",
     "Prices vary by usage tier and request conditions": "Prices vary by usage tier and request conditions",
@@ -4490,16 +5073,21 @@
     "Prioritize reusing the last successful channel based on keys extracted from request context (sticky routing)": "Prioritize reusing the last successful channel based on keys extracted from request context (sticky routing)",
     "Priority": "Priority",
     "Priority (Default)": "Priority (Default)",
+    "Priority and weight selection": "Priority and weight selection",
     "Priority level from 0 (lowest) to 10 (highest), default is 5": "Priority level from 0 (lowest) to 10 (highest), default is 5",
     "Priority order for automatic group assignment. New tokens rotate through this list.": "Priority order for automatic group assignment. New tokens rotate through this list.",
     "Priority order for tokens in the auto group. The system tries groups from top to bottom.": "Priority order for tokens in the auto group. The system tries groups from top to bottom.",
     "Privacy": "Privacy",
     "Privacy Policy": "Privacy Policy",
     "Private Deployment URL": "Private Deployment URL",
+    "Probe availability": "Probe availability",
+    "Probe history": "Probe history",
     "Processed requests": "Processed requests",
     "Processing OAuth response...": "Processing OAuth response...",
     "Processing...": "Processing...",
     "Product": "Product",
+    "Product configuration error": "Product configuration error",
+    "Product does not exist": "Product does not exist",
     "Product ID": "Product ID",
     "Product ID is required": "Product ID is required",
     "Product Name": "Product Name",
@@ -4534,6 +5122,7 @@
     "Provider & data privacy": "Provider & data privacy",
     "Provider created successfully": "Provider created successfully",
     "Provider deleted successfully": "Provider deleted successfully",
+    "Provider ID": "Provider ID",
     "Provider Name": "Provider Name",
     "Provider source": "Provider source",
     "Provider type (OpenAI, Anthropic, etc.)": "Provider type (OpenAI, Anthropic, etc.)",
@@ -4541,9 +5130,11 @@
     "Provider-specific endpoint, account, and compatibility settings.": "Provider-specific endpoint, account, and compatibility settings.",
     "Proxy Address": "Proxy Address",
     "Proxy address must use HTTP, HTTPS, SOCKS5, or SOCKS5H and include a valid host": "Proxy address must use HTTP, HTTPS, SOCKS5, or SOCKS5H and include a valid host",
+    "Pro池": "Pro pool",
     "Prune Object Items": "Prune Object Items",
     "Prune object items by conditions": "Prune object items by conditions",
     "Prune Rule (string or JSON object)": "Prune Rule (string or JSON object)",
+    "Public alias": "Public alias",
     "Public base URL for async task media. Supports a dedicated media domain, port, or Nginx path prefix; falls back to Server Address when empty.": "Public base URL for async task media. Supports a dedicated media domain, port, or Nginx path prefix; falls back to Server Address when empty.",
     "Public model catalog and pricing page.": "Public model catalog and pricing page.",
     "Public rankings page based on live usage data.": "Public rankings page based on live usage data.",
@@ -4558,10 +5149,13 @@
     "Pull model": "Pull model",
     "Pulling...": "Pulling...",
     "Purchase Limit": "Purchase Limit",
+    "Purchase limit cannot be negative": "Purchase limit cannot be negative",
+    "Purchase limit for this plan has been reached": "Purchase limit for this plan has been reached",
     "Purchase limit reached": "Purchase limit reached",
     "Purchase Subscription": "Purchase Subscription",
     "QR Code Image URL": "QR Code Image URL",
     "QR code is not configured. Please contact support.": "QR code is not configured. Please contact support.",
+    "Quality {{quality}}": "Quality {{quality}}",
     "Quantity": "Quantity",
     "QuantumNous": "QuantumNous",
     "Query": "Query",
@@ -4582,6 +5176,7 @@
     "Quota adjustment details": "Quota adjustment details",
     "Quota after adjustment": "Quota after adjustment",
     "Quota before adjustment": "Quota before adjustment",
+    "Quota change amount cannot be zero": "Quota change amount cannot be zero",
     "Quota clamped": "Quota clamped",
     "Quota consumed before charging users": "Quota consumed before charging users",
     "Quota Distribution": "Quota Distribution",
@@ -4592,14 +5187,15 @@
     "Quota must be a positive number": "Quota must be a positive number",
     "Quota must be zero or greater": "Quota must be zero or greater",
     "Quota Per Unit": "Quota Per Unit",
-    "Quota reminder (tokens)": "Quota reminder (tokens)",
     "Quota Reset": "Quota Reset",
     "Quota saturation protection triggered": "Quota saturation protection triggered",
     "Quota Settings": "Quota Settings",
     "Quota Types": "Quota Types",
     "Quota unchanged": "Quota unchanged",
+    "Quota unit is misconfigured": "Quota unit is misconfigured",
     "Quota update failed": "Quota update failed",
-    "Quota Warning Threshold": "Quota Warning Threshold",
+    "Quota value cannot be negative": "Quota value cannot be negative",
+    "Quota value exceeds valid range, maximum is {{max}}": "Quota value exceeds valid range, maximum is {{max}}",
     "Quota:": "Quota:",
     "Radius": "Radius",
     "Random": "Random",
@@ -4636,12 +5232,22 @@
     "Reason": "Reason",
     "Reason:": "Reason:",
     "Reasoning": "Reasoning",
+    "Reasoning effort": "Reasoning effort",
     "Reasoning Effort": "Reasoning Effort",
-    "Receive Upstream Model Update Notifications": "Receive Upstream Model Update Notifications",
+    "Recalculated from tokens: tokens {{tokens}}, model ratio {{model_ratio}}, group ratio {{group_ratio}}, other multiplier {{other_multiplier}}": "Recalculated from tokens: tokens {{tokens}}, model ratio {{model_ratio}}, group ratio {{group_ratio}}, other multiplier {{other_multiplier}}",
     "Received": "Received",
     "Received amount": "Received amount",
+    "Recent benchmark results": "Recent benchmark results",
+    "Recent candy test results": "Recent candy test results",
+    "Recent Ciallo test results": "Recent Ciallo test results",
+    "Recent degradation": "Recent degradation",
+    "Recent detection results": "Recent detection results",
     "Recent maintenance tasks running across instances and their execution status.": "Recent maintenance tasks running across instances and their execution status.",
+    "Recent pelican works": "Recent pelican works",
+    "Recent sampling results": "Recent sampling results",
     "Recent success-rate samples; gray bars indicate missing data.": "Recent success-rate samples; gray bars indicate missing data.",
+    "Recent vision test results": "Recent vision test results",
+    "Recent vision works": "Recent vision works",
     "Recently completed or failed system task runs.": "Recently completed or failed system task runs.",
     "Recently launched models": "Recently launched models",
     "Recently launched models gaining traction": "Recently launched models gaining traction",
@@ -4664,16 +5270,21 @@
     "Redeemed:": "Redeemed:",
     "redemption code": "redemption code",
     "Redemption Code": "Redemption Code",
+    "Redemption code count must be greater than 0": "Redemption code count must be greater than 0",
     "Redemption code deleted successfully": "Redemption code deleted successfully",
     "Redemption code disabled successfully": "Redemption code disabled successfully",
     "Redemption code enabled successfully": "Redemption code enabled successfully",
+    "Redemption code name length must be between 1-20": "Redemption code name length must be between 1-20",
     "Redemption code updated successfully": "Redemption code updated successfully",
     "Redemption code(s) created successfully": "Redemption code(s) created successfully",
+    "Redemption codes": "Redemption codes",
     "Redemption Codes": "Redemption Codes",
     "Redemption codes are disabled until the administrator confirms compliance terms.": "Redemption codes are disabled until the administrator confirms compliance terms.",
     "Redemption codes created": "Redemption codes created",
     "redemption codes.": "redemption codes.",
     "Redemption failed": "Redemption failed",
+    "Redemption failed, please try again later": "Redemption failed, please try again later",
+    "Redemption quota must be positive": "Redemption quota must be positive",
     "Redemption successful! Added: {{quota}}": "Redemption successful! Added: {{quota}}",
     "Redirect {{model}}": "Redirect {{model}}",
     "Redirect fetched upstream names to the names your users call.": "Redirect fetched upstream names to the names your users call.",
@@ -4698,16 +5309,18 @@
     "Refresh details": "Refresh details",
     "Refresh failed": "Refresh failed",
     "Refresh failed. Showing the last successful snapshot.": "Refresh failed. Showing the last successful snapshot.",
+    "Refresh in {{seconds}}s": "Refresh in {{seconds}}s",
     "Refresh interval (minutes)": "Refresh interval (minutes)",
+    "Refresh preview": "Refresh preview",
     "Refresh Stats": "Refresh Stats",
     "Refresh the list and try again.": "Refresh the list and try again.",
+    "Refresh the preview before trying again; some changes may already have been saved.": "Refresh the preview before trying again; some changes may already have been saved.",
+    "Refreshing": "Refreshing",
     "Refreshing...": "Refreshing...",
     "Refund": "Refund",
     "Refund Details": "Refund Details",
     "Regenerate": "Regenerate",
-    "Regenerate access token?": "Regenerate access token?",
     "Regenerate Backup Codes": "Regenerate Backup Codes",
-    "Regenerate token": "Regenerate token",
     "Regenerated two-factor backup codes": "Regenerated two-factor backup codes",
     "Regenerating immediately invalidates any existing token.": "Regenerating immediately invalidates any existing token.",
     "Regex": "Regex",
@@ -4722,9 +5335,16 @@
     "Registry (optional)": "Registry (optional)",
     "Registry secret": "Registry secret",
     "Registry username": "Registry username",
+    "Regular administrators cannot promote other users to administrator": "Regular administrators cannot promote other users to administrator",
     "Reinstall latest": "Reinstall latest",
+    "Reject a Responses result when the upstream declares a model other than gpt-6-astra. Enabled by default; disable only for an intentional mapping.": "Reject a Responses result when the upstream declares a model other than gpt-6-astra. Enabled by default; disable only for an intentional mapping.",
     "Reject Reason": "Reject Reason",
+    "Rejected and charged": "Rejected and charged",
+    "Rejected results still incur upstream usage charges. Switching sends another request that is charged separately, so one client request can incur multiple charges. If no safe switch is available, the request fails instead of delivering a mismatched result.": "Rejected results still incur upstream usage charges. Switching sends another request that is charged separately, so one client request can incur multiple charges. If no safe switch is available, the request fails instead of delivering a mismatched result.",
+    "Rejected without charge": "Rejected without charge",
     "Release details": "Release details",
+    "Release to insert a new priority tier": "Release to insert a new priority tier",
+    "Release to join priority {{priority}}": "Release to join priority {{priority}}",
     "Released": "Released",
     "Reload pricing": "Reload pricing",
     "Reload vendor details": "Reload vendor details",
@@ -4737,6 +5357,11 @@
     "Remaining quota units": "Remaining quota units",
     "Remaining:": "Remaining:",
     "Remark": "Remark",
+    "Remind me next time": "Remind me next time",
+    "Remind me once when my balance drops below the threshold": "Remind me once when my balance drops below the threshold",
+    "Remind users through their chosen notification method when their balance drops below the threshold": "Remind users through their chosen notification method when their balance drops below the threshold",
+    "Reminder threshold": "Reminder threshold",
+    "Reminder threshold cannot be negative": "Reminder threshold cannot be negative",
     "Remove": "Remove",
     "Remove {{group}}": "Remove {{group}}",
     "Remove {{value}}": "Remove {{value}}",
@@ -4770,15 +5395,19 @@
     "Removed": "Removed",
     "Removed {{removed}} duplicate key(s). Before: {{before}}, After: {{after}}": "Removed {{removed}} duplicate key(s). Before: {{before}}, After: {{after}}",
     "Removed an OAuth binding for the user": "Removed an OAuth binding for the user",
+    "Removed models": "Removed models",
     "Removed Models ({{count}})": "Removed Models ({{count}})",
+    "Removed models will no longer be available through this channel. Select removals explicitly.": "Removed models will no longer be available through this channel. Select removals explicitly.",
     "Removed settings": "Removed settings",
     "Removes MjProxy flags such as --fast, --relax, and --turbo from user prompts.": "Removes MjProxy flags such as --fast, --relax, and --turbo from user prompts.",
     "Removing Passkey will require you to sign in with your password next time. You can re-register anytime.": "Removing Passkey will require you to sign in with your password next time. You can re-register anytime.",
     "Rename": "Rename",
     "Rename deployment": "Rename deployment",
     "Rename failed": "Rename failed",
+    "Renamed an access token": "Renamed an access token",
     "Renamed successfully": "Renamed successfully",
     "Renaming metadata does not rename channel models or move pricing. Existing prices stay with the original model name.": "Renaming metadata does not rename channel models or move pricing. Existing prices stay with the original model name.",
+    "Reorder channel {{id}}": "Reorder channel {{id}}",
     "Repair": "Repair",
     "Repair Channel Consistency": "Repair Channel Consistency",
     "Repair channel consistency?": "Repair channel consistency?",
@@ -4794,17 +5423,21 @@
     "Replace With": "Replace With",
     "replaced": "replaced",
     "Replacement Model": "Replacement Model",
+    "Replay drag demo": "Replay drag demo",
     "Replica count": "Replica count",
     "Replicate": "Replicate",
     "Report an issue": "Report an issue",
     "request": "request",
     "Request": "Request",
     "Request & Response": "Request & Response",
+    "Request and cache statistics: last 24 hours": "Request and cache statistics: last 24 hours",
+    "Request and detection status by group": "Request and detection status by group",
     "Request Body Disk Cache": "Request Body Disk Cache",
     "Request Body Field": "Request Body Field",
     "Request Body Memory Cache": "Request Body Memory Cache",
     "Request body must be a JSON object.": "Request body must be a JSON object.",
     "Request body pass-through is enabled. The request body will be sent directly to the upstream without any conversion.": "Request body pass-through is enabled. The request body will be sent directly to the upstream without any conversion.",
+    "Request cache hit rate": "Request cache hit rate",
     "Request checks": "Request checks",
     "Request completed": "Request completed",
     "Request conversion": "Request conversion",
@@ -4819,6 +5452,7 @@
     "Request Header Overrides": "Request Header Overrides",
     "Request headers must be a JSON object with string values.": "Request headers must be a JSON object with string values.",
     "Request ID": "Request ID",
+    "Request information": "Request information",
     "Request Limits": "Request Limits",
     "Request Model": "Request Model",
     "Request Model Name": "Request Model Name",
@@ -4826,7 +5460,9 @@
     "Request names your users call": "Request names your users call",
     "Request overrides, routing behavior, and upstream model automation": "Request overrides, routing behavior, and upstream model automation",
     "Request Path": "Request Path",
+    "Request path not supported": "Request path not supported",
     "Request policies": "Request policies",
+    "Request policy decisions": "Request policy decisions",
     "Request processing": "Request processing",
     "Request rejected locally": "Request rejected locally",
     "Request retry": "Request retry",
@@ -4839,6 +5475,7 @@
     "Request timed out, please refresh and restart GitHub login": "Request timed out, please refresh and restart GitHub login",
     "Request-based": "Request-based",
     "Requested items": "Requested items",
+    "Requested model": "Requested model",
     "Requested quota": "Requested quota",
     "Requested quota: {{quota}}": "Requested quota: {{quota}}",
     "Requested redemption code IDs": "Requested redemption code IDs",
@@ -4855,7 +5492,6 @@
     "Requests will be forwarded to this worker. Trailing slashes are removed automatically.": "Requests will be forwarded to this worker. Trailing slashes are removed automatically.",
     "Requests:": "Requests:",
     "Require email verification for new accounts": "Require email verification for new accounts",
-    "Retry budget": "Retry budget",
     "Require job success before follow-up actions": "Require job success before follow-up actions",
     "Require login to view models": "Require login to view models",
     "Require login to view rankings": "Require login to view rankings",
@@ -4863,10 +5499,12 @@
     "required": "required",
     "Required": "Required",
     "Required events:": "Required events:",
+    "Required permission": "Required permission",
     "Required provider, authentication, model, and group settings": "Required provider, authentication, model, and group settings",
     "Required to expose MjProxy-style image generation to end users.": "Required to expose MjProxy-style image generation to end users.",
     "Requires an available channel and access to its group.": "Requires an available channel and access to its group.",
     "Requires global auto-disable and this channel option.": "Requires global auto-disable and this channel option.",
+    "Requires model detection. When off, responses are delivered normally. When on, mismatched responses are rejected and a safe channel switch is attempted.": "Requires model detection. When off, responses are delivered normally. When on, mismatched responses are rejected and a safe channel switch is attempted.",
     "Requires upstream WebSocket support": "Requires upstream WebSocket support",
     "Rerank": "Rerank",
     "Reroll": "Reroll",
@@ -4875,6 +5513,8 @@
     "Resend codes": "Resend codes",
     "Resend in {{seconds}}s": "Resend in {{seconds}}s",
     "Reserve requested images; settle returned images.": "Reserve requested images; settle returned images.",
+    "Reserve the estimated input cost multiplied by this value, without estimating output tokens. Defaults to 1; positive decimals such as 0.5 and 1.5 are supported. Final charges use actual usage. Per-request and task prices are unaffected.": "Reserve the estimated input cost multiplied by this value, without estimating output tokens. Defaults to 1; positive decimals such as 0.5 and 1.5 are supported. Final charges use actual usage. Per-request and task prices are unaffected.",
+    "Reserved": "Reserved",
     "Reserved for viewing complete channel keys after secure verification.": "Reserved for viewing complete channel keys after secure verification.",
     "Reset": "Reset",
     "Reset {{count}} active subscriptions": "Reset {{count}} active subscriptions",
@@ -4894,8 +5534,12 @@
     "Reset Credit": "Reset Credit",
     "Reset Credits": "Reset Credits",
     "Reset Cycle": "Reset Cycle",
+    "Reset detection records": "Reset detection records",
     "Reset email sent, please check your inbox": "Reset email sent, please check your inbox",
     "Reset failed": "Reset failed",
+    "Reset fingerprint and benchmark history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.": "Reset fingerprint and benchmark history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.",
+    "Reset fingerprint and pelican history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.": "Reset fingerprint and pelican history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.",
+    "Reset fingerprint and vision history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.": "Reset fingerprint and vision history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.",
     "Reset model ratios": "Reset model ratios",
     "Reset Passkey": "Reset Passkey",
     "Reset Passkey for {{username}}? The user will need to register a new Passkey before using passwordless login.": "Reset Passkey for {{username}}? The user will need to register a new Passkey before using passwordless login.",
@@ -4920,28 +5564,36 @@
     "Resources": "Resources",
     "Responding...": "Responding...",
     "Response": "Response",
+    "Response delivered": "Response delivered",
     "Response Model": "Response Model",
     "Response model mismatch": "Response model mismatch",
     "Response model: {{model}}": "Response model: {{model}}",
+    "Response speed uses recent streaming model tests; throughput uses the latest 30 valid model calls with model-test fallback. Stability uses request statistics. Price uses effective multipliers.": "Response speed uses recent streaming model tests; throughput uses the latest 30 valid model calls with model-test fallback. Stability uses request statistics. Price uses effective multipliers.",
     "Response Time": "Response Time",
     "Response time: {{duration}}": "Response time: {{duration}}",
     "Response too large": "Response too large",
     "Responses API Version": "Responses API Version",
+    "Responses WebSocket": "Responses WebSocket",
+    "Responses WebSocket not supported": "Responses WebSocket not supported",
     "Restore default pricing": "Restore default pricing",
     "Restore defaults": "Restore defaults",
     "Restore global Auto": "Restore global Auto",
     "Restore notifications": "Restore notifications",
     "Restrict user model request frequency (may impact high concurrency performance)": "Restrict user model request frequency (may impact high concurrency performance)",
     "Result": "Result",
+    "Result not retained": "Result not retained",
+    "Resume drag demo": "Resume drag demo",
     "Retain last N days": "Retain last N days",
     "Retain last N files": "Retain last N files",
     "Retention days": "Retention days",
     "Retrieve result": "Retrieve result",
     "Retry": "Retry",
+    "Retry a server error once in the same group, then switch and cool down for 10 minutes. A failed recovery probe switches immediately.": "Retry a server error once in the same group, then switch and cool down for 10 minutes. A failed recovery probe switches immediately.",
+    "Retry a server error once in the same group. Switch and cool down for 10 minutes only when a backup is available; otherwise keep the current group. Streaming and non-streaming cooldowns are separate.": "Retry a server error once in the same group. Switch and cool down for 10 minutes only when a backup is available; otherwise keep the current group. Streaming and non-streaming cooldowns are separate.",
+    "Retry budget": "Retry budget",
     "Retry Chain": "Retry Chain",
     "Retry Settings": "Retry Settings",
     "Retry Suggestion": "Retry Suggestion",
-    "Rules can inherit or override these defaults.": "Rules can inherit or override these defaults.",
     "Retry Times": "Retry Times",
     "Return a custom error immediately": "Return a custom error immediately",
     "Return Custom Error": "Return Custom Error",
@@ -4949,12 +5601,15 @@
     "Return Error": "Return Error",
     "Return per-token log probabilities": "Return per-token log probabilities",
     "Return to dashboard": "Return to dashboard",
+    "Return to manual pool": "Return to manual pool",
     "Return to the original window to continue.": "Return to the original window to continue.",
     "Return vector embeddings for inputs": "Return vector embeddings for inputs",
     "Returned keys": "Returned keys",
+    "Returned model": "Returned model",
     "Returned token IDs": "Returned token IDs",
     "Returned: {{processed}}": "Returned: {{processed}}",
     "Reveal API key": "Reveal API key",
+    "Reveal full keys": "Reveal full keys",
     "Reveal key": "Reveal key",
     "Revenue": "Revenue",
     "Review & initialize": "Review & initialize",
@@ -4964,15 +5619,19 @@
     "Review confirmation": "Review confirmation",
     "Review every addition and overwrite before applying. Pricing, channels, and group access are not changed.": "Review every addition and overwrite before applying. Pricing, channels, and group access are not changed.",
     "Review model rates before scaling traffic": "Review model rates before scaling traffic",
+    "Review selected changes": "Review selected changes",
+    "Review the affected Passkeys and confirm the domain removal. If the settings or impact have changed, confirmation is required again.": "Review the affected Passkeys and confirm the domain removal. If the settings or impact have changed, confirmation is required again.",
     "Review the affected records before applying. Pricing, channels, and model names are preserved.": "Review the affected records before applying. Pricing, channels, and model names are preserved.",
     "Review the compatible domains and allowed websites, then save changes on the settings page.": "Review the compatible domains and allowed websites, then save changes on the settings page.",
+    "Review the model changes before applying. Unselected models stay unchanged and will not be ignored.": "Review the model changes before applying. Unselected models stay unchanged and will not be ignored.",
     "Review the prices and billing expression. Confirming updates the draft; save model pricing to apply it.": "Review the prices and billing expression. Confirming updates the draft; save model pricing to apply it.",
     "Review your payment details": "Review your payment details",
     "Review your purchase details before proceeding.": "Review your purchase details before proceeding.",
     "Revoke": "Revoke",
-    "Revoke access token?": "Revoke access token?",
     "Revoke session?": "Revoke session?",
-    "Revoked the system access token": "Revoked the system access token",
+    "Revoke this access token? Scripts using it stop working immediately.": "Revoke this access token? Scripts using it stop working immediately.",
+    "Revoked access tokens": "Revoked access tokens",
+    "Revoked an access token": "Revoked an access token",
     "Rewards will be added directly to your balance": "Rewards will be added directly to your balance",
     "Rewrite callback URLs to the local server": "Rewrite callback URLs to the local server",
     "Right to Left": "Right to Left",
@@ -4997,6 +5656,8 @@
     "Routing & Mapping": "Routing & Mapping",
     "Routing & Overrides": "Routing & Overrides",
     "Routing Group": "Routing Group",
+    "Routing preference": "Routing preference",
+    "Routing preview": "Routing preview",
     "Routing Reliability": "Routing Reliability",
     "Routing Strategy": "Routing Strategy",
     "Rows are user groups, columns are billing groups. Empty cells fall back to the base ratio shown in gray.": "Rows are user groups, columns are billing groups. Empty cells fall back to the base ratio shown in gray.",
@@ -5018,12 +5679,16 @@
     "Rule editor mode": "Rule editor mode",
     "Rule group": "Rule group",
     "Rule override": "Rule override",
+    "rule_name cannot be empty": "rule_name cannot be empty",
     "rules": "rules",
     "Rules": "Rules",
     "Rules are checked in order. The first match determines the price.": "Rules are checked in order. The first match determines the price.",
+    "Rules can inherit or override these defaults.": "Rules can inherit or override these defaults.",
+    "Rules for {{group}}": "Rules for {{group}}",
     "Rules JSON": "Rules JSON",
     "Rules JSON must be an array": "Rules JSON must be an array",
     "Rules match the original model value from the client request body.": "Rules match the original model value from the client request body.",
+    "Run and manage maintenance tasks and performance settings.": "Run and manage maintenance tasks and performance settings.",
     "Run background checks using the selected test mode": "Run background checks using the selected test mode",
     "Run dry run": "Run dry run",
     "Run GC": "Run GC",
@@ -5038,7 +5703,14 @@
     "s": "s",
     "Safety Settings": "Safety Settings",
     "Same as Local": "Same as Local",
+    "Sample {{number}}": "Sample {{number}}",
+    "Sample all Astra channels": "Sample all Astra channels",
     "Sample interval: {{seconds}} seconds": "Sample interval: {{seconds}} seconds",
+    "Sampled downgrade rate": "Sampled downgrade rate",
+    "Sampling data unavailable": "Sampling data unavailable",
+    "Sampling failed": "Sampling failed",
+    "Sampling in progress": "Sampling in progress",
+    "Sampling queued. Results will refresh automatically.": "Sampling queued. Results will refresh automatically.",
     "Sampling temperature; lower is more deterministic": "Sampling temperature; lower is more deterministic",
     "Sandbox": "Sandbox",
     "Sandbox mode": "Sandbox mode",
@@ -5060,6 +5732,8 @@
     "Save failed, please retry": "Save failed, please retry",
     "Save general settings": "Save general settings",
     "Save group ratios": "Save group ratios",
+    "Save group settings": "Save group settings",
+    "Save group tags": "Save group tags",
     "Save io.net settings": "Save io.net settings",
     "Save log settings": "Save log settings",
     "Save metadata": "Save metadata",
@@ -5070,6 +5744,7 @@
     "Save navigation": "Save navigation",
     "Save notice": "Save notice",
     "Save or discard pricing changes before renaming metadata.": "Save or discard pricing changes before renaming metadata.",
+    "Save personal multipliers": "Save personal multipliers",
     "Save Preferences": "Save Preferences",
     "Save preview": "Save preview",
     "Save rate limits": "Save rate limits",
@@ -5077,17 +5752,16 @@
     "Save sensitive words": "Save sensitive words",
     "Save Settings": "Save Settings",
     "Save sidebar modules": "Save sidebar modules",
-    "Save SMTP settings": "Save SMTP settings",
     "Save SSRF settings": "Save SSRF settings",
     "Save Stripe settings": "Save Stripe settings",
     "Save these backup codes in a safe place. Each code can only be used once.": "Save these backup codes in a safe place. Each code can only be used once.",
     "Save these codes in a safe place. Each code can only be used once.": "Save these codes in a safe place. Each code can only be used once.",
-    "Save this token now. You won't be able to view it again after closing this dialog.": "Save this token now. You won't be able to view it again after closing this dialog.",
     "Save token limits": "Save token limits",
     "Save tool prices": "Save tool prices",
     "Save Waffo Pancake settings": "Save Waffo Pancake settings",
     "Save Worker settings": "Save Worker settings",
     "Saved successfully": "Saved successfully",
+    "Saving permission changes requires security verification": "Saving permission changes requires security verification",
     "Saving...": "Saving...",
     "Scan QR Code": "Scan QR Code",
     "Scan the QR code to follow the official account and reply with “验证码” to receive your verification code.": "Scan the QR code to follow the official account and send the message “验证码” to receive your verification code.",
@@ -5103,6 +5777,7 @@
     "Science": "Science",
     "Scope": "Scope",
     "Scopes": "Scopes",
+    "Score gap": "Score gap",
     "Search": "Search",
     "Search by name or URL...": "Search by name or URL...",
     "Search by order number...": "Search by order number...",
@@ -5113,6 +5788,7 @@
     "Search deployments...": "Search deployments...",
     "Search feature in development": "Search feature in development",
     "Search group names...": "Search group names...",
+    "Search groups by name or description": "Search groups by name or description",
     "Search groups...": "Search groups...",
     "Search icons or enter an icon key": "Search icons or enter an icon key",
     "Search method identifiers...": "Search method identifiers...",
@@ -5174,6 +5850,7 @@
     "Select active subscription plan": "Select active subscription plan",
     "Select all": "Select all",
     "Select all (filtered)": "Select all (filtered)",
+    "Select all changed fields": "Select all changed fields",
     "Select all matching models": "Select all matching models",
     "Select all models": "Select all models",
     "Select all models in {{category}}": "Select all models in {{category}}",
@@ -5185,8 +5862,10 @@
     "Select at least one Auto group or restore global Auto.": "Select at least one Auto group or restore global Auto.",
     "Select at least one field to overwrite.": "Select at least one field to overwrite.",
     "Select at least one model to preview mappings.": "Select at least one model to preview mappings.",
+    "Select at least one permission": "Select at least one permission",
     "Select at least one route": "Select at least one route",
     "Select at least one target model": "Select at least one target model",
+    "Select at least one valid permission.": "Select at least one valid permission.",
     "Select at most {{max}} Auto groups": "Select at most {{max}} Auto groups",
     "Select body font": "Select body font",
     "Select border radius": "Select border radius",
@@ -5203,6 +5882,7 @@
     "Select from presets or type custom identifier.": "Select from presets or type custom identifier.",
     "Select granularity": "Select granularity",
     "Select groups (leave empty to keep current)": "Select groups (leave empty to keep current)",
+    "Select groups to exclude": "Select groups to exclude",
     "Select interface density": "Select interface density",
     "Select items...": "Select items...",
     "Select key format": "Select key format",
@@ -5212,7 +5892,6 @@
     "Select locations": "Select locations",
     "Select model": "Select model",
     "Select Model": "Select Model",
-    "Session defaults": "Session defaults",
     "Select model {{model}}": "Select model {{model}}",
     "Select models": "Select models",
     "Select models (empty for allow all)": "Select models (empty for allow all)",
@@ -5223,7 +5902,6 @@
     "Select or enter color value": "Select or enter color value",
     "Select or enter method identifier": "Select or enter method identifier",
     "Select or enter model name": "Select or enter model name",
-    "Sessions and retries": "Sessions and retries",
     "Select or enter payment type": "Select or enter payment type",
     "Select or enter payment type key": "Select or enter payment type key",
     "Select payment method": "Select payment method",
@@ -5248,6 +5926,7 @@
     "Select the API endpoint region": "Select the API endpoint region",
     "Select the fields you want to overwrite with upstream data. Unselected fields keep their local values.": "Select the fields you want to overwrite with upstream data. Unselected fields keep their local values.",
     "Select the models to keep in this channel.": "Select the models to keep in this channel.",
+    "Select the task plugins installed on the upstream gateway": "Select the task plugins installed on the upstream gateway",
     "Select theme preference": "Select theme preference",
     "Select theme preset": "Select theme preset",
     "Select time granularity": "Select time granularity",
@@ -5257,6 +5936,7 @@
     "selected": "selected",
     "Selected {{count}}": "Selected {{count}}",
     "Selected {{selected}} / {{total}}": "Selected {{selected}} / {{total}}",
+    "Selected candidate": "Selected candidate",
     "selected channel(s). Leave empty to remove tag.": "selected channel(s). Leave empty to remove tag.",
     "Selected conflicts were overwritten successfully.": "Selected conflicts were overwritten successfully.",
     "Selected names are": "Selected names are",
@@ -5268,7 +5948,6 @@
     "Send a request": "Send a request",
     "Send chat completions to the OpenAI-compatible /v1/chat/completions instead of the native Ollama /api/chat": "Send chat completions to the OpenAI-compatible /v1/chat/completions instead of the native Ollama /api/chat",
     "Send code": "Send code",
-    "Send email alerts when a user falls below this quota": "Send email alerts when a user falls below this quota",
     "Send reset email": "Send reset email",
     "Send the original request body to upstream without conversion. Only available for native forwarding routes.": "Send the original request body to upstream without conversion. Only available for native forwarding routes.",
     "Sending...": "Sending...",
@@ -5284,10 +5963,14 @@
     "Server Log Management": "Server Log Management",
     "Server logging is not enabled (log directory not configured)": "Server logging is not enabled (log directory not configured)",
     "Server Token": "Server Token",
+    "Server-side routing preview only; no model request or charge. Availability and session bindings may change the selected channel.": "Server-side routing preview only; no model request or charge. Availability and session bindings may change the selected channel.",
     "Service account JSON file(s)": "Service account JSON file(s)",
+    "Service status": "Service status",
+    "Service support provided by Crash Workshop Cloud Computing": "Service support provided by Crash Workshop Cloud Computing",
     "Session": "Session",
     "Session behavior": "Session behavior",
     "Session behavior prevents switching channels": "Session behavior prevents switching channels",
+    "Session defaults": "Session defaults",
     "Session expired!": "Session expired!",
     "Session expired?": "Session expired?",
     "Session rule": "Session rule",
@@ -5296,6 +5979,7 @@
     "Session rules table": "Session rules table",
     "Session signed out": "Session signed out",
     "Sessions & Access": "Sessions & Access",
+    "Sessions and retries": "Sessions and retries",
     "Set": "Set",
     "Set a discount rate for a specific recharge amount threshold.": "Set a discount rate for a specific recharge amount threshold.",
     "Set a secure password (min. 8 characters)": "Set a secure password (min. 8 characters)",
@@ -5311,6 +5995,7 @@
     "Set prices for each set of conditions below. Cost = usage × unit price + additional charge. Token prices are per million tokens.": "Set prices for each set of conditions below. Cost = usage × unit price + additional charge. Token prices are per million tokens.",
     "Set prices for each set of conditions below. Cost = usage × unit price + fixed fee. Token prices are per million tokens.": "Set prices for each set of conditions below. Cost = usage × unit price + fixed fee. Token prices are per million tokens.",
     "Set Project to io.cloud when creating/selecting key": "Set Project to io.cloud when creating/selecting key",
+    "Set public aliases and visibility for each group. Hidden groups are excluded from the public status API.": "Set public aliases and visibility for each group. Hidden groups are excluded from the public status API.",
     "Set quota amount and limits": "Set quota amount and limits",
     "Set Request Header": "Set Request Header",
     "Set runtime request header: override entire value, or manipulate comma-separated tokens": "Set runtime request header: override entire value, or manipulate comma-separated tokens",
@@ -5330,7 +6015,11 @@
     "Setting updated successfully": "Setting updated successfully",
     "Settings": "Settings",
     "Settings & Preferences": "Settings & Preferences",
+    "Settings take effect after saving the API key.": "Settings take effect after saving the API key.",
+    "Settings updated": "Settings updated",
     "Settings updated successfully": "Settings updated successfully",
+    "Settled attempt total": "Settled attempt total",
+    "Settled by the task usage expression": "Settled by the task usage expression",
     "Setup expired. Scan the new QR code and save the new backup codes.": "Setup expired. Scan the new QR code and save the new backup codes.",
     "Setup guide": "Setup guide",
     "Setup guide complete": "Setup guide complete",
@@ -5359,6 +6048,8 @@
     "Show or hide flow columns": "Show or hide flow columns",
     "Show preview": "Show preview",
     "Show prices in currency instead of quota.": "Show prices in currency instead of quota.",
+    "Show publicly": "Show publicly",
+    "Show recent degradation tag": "Show recent degradation tag",
     "Show selected models in model square": "Show selected models in model square",
     "Show sensitive data": "Show sensitive data",
     "Show setup guide": "Show setup guide",
@@ -5379,6 +6070,7 @@
     "Sign In": "Sign In",
     "Sign in now": "Sign in now",
     "Sign in required": "Sign in required",
+    "Sign in to bind an account": "Sign in to bind an account",
     "Sign in with Passkey": "Sign in with Passkey",
     "Sign out": "Sign out",
     "Sign out other sessions": "Sign out other sessions",
@@ -5404,37 +6096,47 @@
     "Simulation context is missing.": "Simulation context is missing.",
     "Simulation time": "Simulation time",
     "Since previous sample": "Since previous sample",
-    "Single .js file, up to 1 MiB. Its source is shown below before upload.": "Single .js file, up to 1 MiB. Its source is shown below before upload.",
+    "Single .js file, up to 8 MiB. Its source is shown below before upload.": "Single .js file, up to 8 MiB. Its source is shown below before upload.",
     "Single Key": "Single Key",
     "Site & Branding": "Site & Branding",
     "Site currency ({{currency}})": "Site currency ({{currency}})",
     "Site Key": "Site Key",
     "Site URL": "Site URL",
+    "Size {{size}}": "Size {{size}}",
     "Size:": "Size:",
     "sk_xxx or rk_xxx": "sk_xxx or rk_xxx",
     "Skip async task polling delay": "Skip async task polling delay",
+    "Skip non-Astra requests too": "Skip non-Astra requests too",
+    "Skip pre-consumption when the wallet balance and limited API key balance both exceed this amount. Set to 0 to always pre-consume. Subscriptions and asynchronous tasks always reserve quota.": "Skip pre-consumption when the wallet balance and limited API key balance both exceed this amount. Set to 0 to always pre-consume. Subscriptions and asynchronous tasks always reserve quota.",
     "Skip retry on failure": "Skip retry on failure",
     "Skip SMTP TLS certificate verification": "Skip SMTP TLS certificate verification",
+    "Skip suspected degraded groups": "Skip suspected degraded groups",
     "Skip to Main": "Skip to Main",
+    "Skip Upstream TLS Verification": "Skip Upstream TLS Verification",
     "Slug": "Slug",
     "Slug can only contain letters, numbers, hyphens, and underscores": "Slug can only contain letters, numbers, hyphens, and underscores",
     "Slug is required": "Slug is required",
     "Slug must be less than 100 characters": "Slug must be less than 100 characters",
     "Smallest USD amount users can recharge (Epay)": "Smallest USD amount users can recharge (Epay)",
-    "SMTP Email": "SMTP Email",
     "SMTP encryption": "SMTP encryption",
     "SMTP Host": "SMTP Host",
+    "SMTP server is not configured": "SMTP server is not configured",
     "smtp.example.com": "smtp.example.com",
     "socks5://user:pass@host:port": "socks5://user:pass@host:port",
     "Soft Errors": "Soft Errors",
     "Some channels failed: {{errorMsg}}": "Some channels failed: {{errorMsg}}",
+    "Some files could not be deleted ({{failed}}/{{total}})": "Some files could not be deleted ({{failed}}/{{total}})",
     "Some matching models are hidden or have no available channel.": "Some matching models are hidden or have no available channel.",
     "Some plugin information could not be read": "Some plugin information could not be read",
+    "Some services are degraded": "Some services are degraded",
+    "Some services are unavailable": "Some services are unavailable",
     "Something went wrong!": "Something went wrong!",
     "Sonnet Model": "Sonnet Model",
     "Sora": "Sora",
     "Sort": "Sort",
     "Sort by ID": "Sort by ID",
+    "Sort by priority to drag channels": "Sort by priority to drag channels",
+    "Sort channels by": "Sort channels by",
     "Sort Order": "Sort Order",
     "Sort priority": "Sort priority",
     "Source": "Source",
@@ -5461,11 +6163,14 @@
     "Special visibility rules": "Special visibility rules",
     "Specified time": "Specified time",
     "Speculative decoding acceptance rate": "Speculative decoding acceptance rate",
+    "Speed and stability use recent request statistics. Price ordering always uses your effective multiplier and does not depend on sample size.": "Speed and stability use recent request statistics. Price ordering always uses your effective multiplier and does not depend on sample size.",
+    "Speed uses recent streaming model tests; stability uses request statistics. Price uses effective multipliers.": "Speed uses recent streaming model tests; stability uses request statistics. Price uses effective multipliers.",
     "Spend limited": "Spend limited",
     "Spread HTTP/2 traffic across multiple reusable connections to the same upstream origin (1-8).": "Spread HTTP/2 traffic across multiple reusable connections to the same upstream origin (1-8).",
     "SQLite stores all data in a single file. Make sure that file is persisted when running in containers.": "SQLite stores all data in a single file. Make sure that file is persisted when running in containers.",
     "SSL/TLS": "SSL/TLS",
     "SSRF Protection": "SSRF Protection",
+    "Stability first": "Stability first",
     "stale": "stale",
     "Standard": "Standard",
     "Standard price": "Standard price",
@@ -5484,11 +6189,13 @@
     "Started two-factor authentication setup": "Started two-factor authentication setup",
     "STARTTLS": "STARTTLS",
     "State changed": "State changed",
+    "State parameter is empty or mismatched": "State parameter is empty or mismatched",
     "State unchanged: {{status}}": "State unchanged: {{status}}",
     "Static page describing the platform.": "Static page describing the platform.",
     "Statistical count": "Statistical count",
     "Statistical quota": "Statistical quota",
     "Statistical tokens": "Statistical tokens",
+    "Statistics cover the last 24 hours. Groups without samples are fallbacks, ordered by your applicable billing ratio. No price cap is applied.": "Statistics cover the last 24 hours. Groups without samples are fallbacks, ordered by your applicable billing ratio. No price cap is applied.",
     "Statistics reset": "Statistics reset",
     "Status": "Status",
     "Status & Sync": "Status & Sync",
@@ -5496,8 +6203,10 @@
     "Status Code": "Status Code",
     "Status Code Mapping": "Status Code Mapping",
     "Status code mapping must use valid HTTP status codes": "Status code mapping must use valid HTTP status codes",
+    "Status data is temporarily unavailable": "Status data is temporarily unavailable",
     "Status is outside the retry rules": "Status is outside the retry rules",
     "Status matches the retry rules": "Status matches the retry rules",
+    "Status page": "Status page",
     "Status Page Slug": "Status Page Slug",
     "Status short": "Status",
     "Status:": "Status:",
@@ -5505,6 +6214,9 @@
     "Stay tuned though!": "Stay tuned though!",
     "Steer behaviour with a system instruction": "Steer behaviour with a system instruction",
     "Step": "Step",
+    "Step {{current}} of {{total}}: {{label}}": "Step {{current}} of {{total}}: {{label}}",
+    "Still pending addition": "Still pending addition",
+    "Still pending removal": "Still pending removal",
     "Stop": "Stop",
     "Stop Retry": "Stop Retry",
     "Stop testing": "Stop testing",
@@ -5520,6 +6232,7 @@
     "stream": "stream",
     "Stream": "Stream",
     "Stream did not complete successfully": "Stream did not complete successfully",
+    "Stream end": "Stream end",
     "Stream Mode": "Stream Mode",
     "Stream Status": "Stream Status",
     "Stream tokens incrementally as they are generated": "Stream tokens incrementally as they are generated",
@@ -5533,8 +6246,11 @@
     "Stripe API key (leave blank unless updating)": "Stripe API key (leave blank unless updating)",
     "Stripe Dashboard": "Stripe Dashboard",
     "Stripe Gateway": "Stripe Gateway",
+    "Stripe is not configured or key is invalid": "Stripe is not configured or key is invalid",
     "Stripe product price ID": "Stripe product price ID",
+    "Stripe webhook is not configured": "Stripe webhook is not configured",
     "Stripe/Creem requires creating products on the third-party platform and entering the ID": "Stripe/Creem requires creating products on the third-party platform and entering the ID",
+    "StripePriceId is not configured for this plan": "StripePriceId is not configured for this plan",
     "Structured output": "Structured output",
     "Submit": "Submit",
     "Submit directly": "Submit directly",
@@ -5553,9 +6269,13 @@
     "Subscription Management": "Subscription Management",
     "Subscription Only": "Subscription Only",
     "Subscription plan creation and changes are locked until the administrator confirms compliance terms in Payment Gateway settings.": "Subscription plan creation and changes are locked until the administrator confirms compliance terms in Payment Gateway settings.",
+    "Subscription plan is not enabled": "Subscription plan is not enabled",
+    "Subscription plan title cannot be empty": "Subscription plan title cannot be empty",
     "Subscription Plans": "Subscription Plans",
     "Subscription plans do NOT use the bound Product — each plan has its own dedicated Pancake product, set in the Subscriptions admin (or auto-minted via the \"+ Create\" button there).": "Subscription plans do NOT use the bound Product — each plan has its own dedicated Pancake product, set in the Subscriptions admin (or auto-minted via the \"+ Create\" button there).",
     "Subscription purchased successfully": "Subscription purchased successfully",
+    "Subscription purchased with balance, plan: {{plan}}, payment amount: {{amount}}, quota deducted: {{quota}}": "Subscription purchased with balance, plan: {{plan}}, payment amount: {{amount}}, quota deducted: {{quota}}",
+    "Subscription purchased, plan: {{plan}}, payment amount: {{amount}}, payment method: {{method}}": "Subscription purchased, plan: {{plan}}, payment amount: {{amount}}, payment method: {{method}}",
     "Subscriptions": "Subscriptions",
     "Subtract": "Subtract",
     "succeeded": "succeeded",
@@ -5596,6 +6316,8 @@
     "Supports plugin extensions": "Supports plugin extensions",
     "Supports PNG, JPG, SVG, or WebP. Recommended size: 128×128 or smaller.": "Supports PNG, JPG, SVG, or WebP. Recommended size: 128×128 or smaller.",
     "Surprise me": "Surprise me",
+    "Suspected degradation": "Suspected degradation",
+    "Suspected model substitution": "Suspected model substitution",
     "Sustained tokens per second": "Sustained tokens per second",
     "Swap Face": "Swap Face",
     "Switch affinity on success": "Switch affinity on success",
@@ -5604,7 +6326,10 @@
     "Switch to visual editor": "Switch to visual editor",
     "Switch to visual mode to add rules or apply templates.": "Switch to visual mode to add rules or apply templates.",
     "Switch to visual pricing?": "Switch to visual pricing?",
+    "Switched successfully": "Switched successfully",
+    "Switched to fallback group": "Switched to fallback group",
     "Switching regenerates the expression from the price table and replaces its original formatting and tier names. Changes apply only after saving.": "Switching regenerates the expression from the price table and replaces its original formatting and tier names. Changes apply only after saving.",
+    "Sync": "Sync",
     "Sync Endpoint": "Sync Endpoint",
     "Sync Endpoints": "Sync Endpoints",
     "Sync Fields": "Sync Fields",
@@ -5635,8 +6360,10 @@
     "System constraint": "System constraint",
     "System data statistics": "System data statistics",
     "System default": "System default",
+    "System error: {{error}}": "System error: {{error}}",
     "System Info": "System Info",
     "System Information": "System Information",
+    "System initialized successfully": "System initialized successfully",
     "System initialized successfully! Redirecting…": "System initialized successfully! Redirecting…",
     "System logo": "System logo",
     "System maintenance": "System maintenance",
@@ -5662,6 +6389,7 @@
     "Table view": "Table view",
     "Tag": "Tag",
     "Tag Aggregate": "Tag Aggregate",
+    "Tag cannot be empty": "Tag cannot be empty",
     "Tag Mode": "Tag Mode",
     "Tag Name": "Tag Name",
     "Tag set successfully": "Tag set successfully",
@@ -5693,11 +6421,17 @@
     "Task Logs": "Task Logs",
     "Task Plugin": "Task Plugin",
     "Task plugin *": "Task plugin *",
+    "Task plugin does not match": "Task plugin does not match",
     "Task plugin setting updated": "Task plugin setting updated",
+    "Task plugins": "Task plugins",
     "Task Plugins": "Task Plugins",
     "Task pricing": "Task pricing",
     "Task pricing must be converted manually using the task usage schema.": "Task pricing must be converted manually using the task usage schema.",
     "Task pricing not configured": "Task pricing not configured",
+    "Task timed out": "Task timed out",
+    "Task timed out (a task left by the old system is not refunded; contact the administrator)": "Task timed out (a task left by the old system is not refunded; contact the administrator)",
+    "Task usage data is required to estimate this expression. Check the model's task plugin configuration.": "Task usage data is required to estimate this expression. Check the model's task plugin configuration.",
+    "Task usage metadata is unavailable. Pricing details cannot be displayed.": "Task usage metadata is unavailable. Pricing details cannot be displayed.",
     "Task usage prices are USD per declared unit. They are not token prices and are not divided by one million.": "Task usage prices are USD per declared unit. They are not token prices and are not divided by one million.",
     "Task usage prices are USD per declared unit. Token fields use dollars per 1M tokens; the editor writes / 1000000 into the expression. Other units are not divided by one million.": "Task usage prices are USD per declared unit. Token fields use dollars per 1M tokens; the editor writes / 1000000 into the expression. Other units are not divided by one million.",
     "Tasks currently pending or running.": "Tasks currently pending or running.",
@@ -5707,6 +6441,7 @@
     "Telegram authorization failed. Please try again.": "Telegram authorization failed. Please try again.",
     "Telegram binding failed. Please try again.": "Telegram binding failed. Please try again.",
     "Telegram binding is disabled.": "Telegram binding is disabled.",
+    "Telegram ID is empty!": "Telegram ID is empty!",
     "Telegram login has changed. Reload the page and start Telegram OAuth again.": "Telegram login has changed. Reload the page and start Telegram OAuth again.",
     "Telegram Login Widget": "Telegram Login Widget",
     "Telegram OAuth Client ID from BotFather": "Telegram OAuth Client ID from BotFather",
@@ -5725,17 +6460,22 @@
     "Test a model with a starter prompt, or write your own request below.": "Test a model with a starter prompt, or write your own request below.",
     "Test all {{count}} models": "Test all {{count}} models",
     "Test All Channels": "Test All Channels",
+    "Test benchmark": "Test benchmark",
+    "Test candy": "Test candy",
     "Test Channel Connection": "Test Channel Connection",
     "Test channels, refresh balances, and enable/disable individual, batch, or tagged channels.": "Test channels, refresh balances, and enable/disable individual, batch, or tagged channels.",
     "Test Connection": "Test Connection",
     "Test connectivity for:": "Test connectivity for:",
     "Test failed": "Test failed",
+    "Test fingerprint": "Test fingerprint",
     "Test interval (minutes)": "Test interval (minutes)",
     "Test Latency": "Test Latency",
     "Test Mode": "Test Mode",
     "Test Model": "Test Model",
     "Test models and prompts from the browser": "Test models and prompts from the browser",
+    "Test pelican": "Test pelican",
     "Test selected models": "Test selected models",
+    "Test vision": "Test vision",
     "Testing all enabled channels started. Please refresh to see results.": "Testing all enabled channels started. Please refresh to see results.",
     "Testing...": "Testing...",
     "Text": "Text",
@@ -5746,6 +6486,8 @@
     "Text Output": "Text Output",
     "Text to Video": "Text to Video",
     "Text-only requests": "Text-only requests",
+    "The access token lacks the required permission": "The access token lacks the required permission",
+    "The access token lacks the required permission: {{scope}}": "The access token lacks the required permission: {{scope}}",
     "The action details are invalid.": "The action details are invalid.",
     "The admin configured three groups and one special ratio rule:": "The admin configured three groups and one special ratio rule:",
     "The admin wants vip users to pay even less when they use premium. That needs an override rule: in the override matrix, set the cell at row vip, column premium to 0.3.": "The admin wants vip users to pay even less when they use premium. That needs an override rule: in the override matrix, set the cell at row vip, column premium to 0.3.",
@@ -5762,8 +6504,10 @@
     "The button fills in this website and keeps any existing website addresses. Save changes on the settings page to apply.": "The button fills in this website and keeps any existing website addresses. Save changes on the settings page to apply.",
     "The change succeeded, but the notification email could not be sent.": "The change succeeded, but the notification email could not be sent.",
     "The changelog could not be fetched or parsed. Please try again.": "The changelog could not be fetched or parsed. Please try again.",
+    "The Classic frontend has been removed. The theme can only be set to default": "The Classic frontend has been removed. The theme can only be set to default",
     "The converted price must be a finite, non-negative number.": "The converted price must be a finite, non-negative number.",
     "The current setting could not be loaded. You can still enter the website domain yourself.": "The current setting could not be loaded. You can still enter the website domain yourself.",
+    "The current sign-in method does not support security verification": "The current sign-in method does not support security verification",
     "The deployment node that handled the requests": "The deployment node that handled the requests",
     "The downloaded source does not match the sha256 declared in the index. Do not install it.": "The downloaded source does not match the sha256 declared in the index. Do not install it.",
     "The effective domain for Passkey registration. Must match the current domain or be its parent domain.": "The effective domain for Passkey registration. Must match the current domain or be its parent domain.",
@@ -5774,7 +6518,10 @@
     "The following models in the model redirect have not been added to the \"Models\" list and may fail during invocation due to missing available models:": "The following models in the model redirect have not been added to the \"Models\" list and may fail during invocation due to missing available models:",
     "The gateway rejected this plugin": "The gateway rejected this plugin",
     "The index could not be fetched or parsed: {{message}}. The host may block cross-origin requests.": "The index could not be fetched or parsed: {{message}}. The host may block cross-origin requests.",
+    "The legacy token stops working on {{date}}. Create a new token to replace it.": "The legacy token stops working on {{date}}. Create a new token to replace it.",
     "The login session that started this Telegram binding is no longer valid.": "The login session that started this Telegram binding is no longer valid.",
+    "The longest log time range must be at least 1 day": "The longest log time range must be at least 1 day",
+    "The longest time range a user can view at once in the logs and on the dashboard, and the longest range any export can cover.": "The longest time range a user can view at once in the logs and on the dashboard, and the longest range any export can cover.",
     "The mapped upstream model(s)": "The mapped upstream model(s)",
     "The model routing configuration could not be verified.": "The model routing configuration could not be verified.",
     "The model that was requested": "The model that was requested",
@@ -5783,9 +6530,17 @@
     "The name displayed across the application": "The name displayed across the application",
     "The new token will only be shown once. Copy it and store it securely.": "The new token will only be shown once. Copy it and store it securely.",
     "The OAuth account does not match the account linked to your profile.": "The OAuth account does not match the account linked to your profile.",
+    "The preset never adds groups. Customize the pool to add model rules.": "The preset never adds groups. Customize the pool to add model rules.",
     "The public URL of your server, used for OAuth callbacks, webhooks, and other external integrations": "The public URL of your server, used for OAuth callbacks, webhooks, and other external integrations",
+    "The rate uses the closest valid fingerprint: non-Astra results count as downgraded. Rounds without a valid fingerprint are excluded.": "The rate uses the closest valid fingerprint: non-Astra results count as downgraded. Rounds without a valid fingerprint are excluded.",
+    "The ratio config API is not enabled": "The ratio config API is not enabled",
     "The requested chat preset does not exist or has been removed.": "The requested chat preset does not exist or has been removed.",
     "The reset request stays disabled until a credit is available.": "The reset request stays disabled until a credit is available.",
+    "The result was returned in the API response and was not saved as an artifact": "The result was returned in the API response and was not saved as an artifact",
+    "The returned model is diagnostic metadata, not proof of the model that ran.": "The returned model is diagnostic metadata, not proof of the model that ran.",
+    "The search pattern can contain at most 2 % wildcards": "The search pattern can contain at most 2 % wildcards",
+    "The search pattern cannot contain consecutive % wildcards": "The search pattern cannot contain consecutive % wildcards",
+    "The server returned the following result. Unselected models remain pending.": "The server returned the following result. Unselected models remain pending.",
     "The setup wizard will use this database during initialization.": "The setup wizard will use this database during initialization.",
     "The site exchange rate is invalid. Prices are shown in USD.": "The site exchange rate is invalid. Prices are shown in USD.",
     "The site is not available at the moment.": "The site is not available at the moment.",
@@ -5794,9 +6549,11 @@
     "The sync will fetch missing models and vendors from the selected source. Existing records are updated only when you approve conflicts.": "The sync will fetch missing models and vendors from the selected source. Existing records are updated only when you approve conflicts.",
     "The system always bills in USD. Site currency makes entering and converting prices easier; amounts are converted to USD using the site exchange rate. Switching currencies does not change the actual price. Raw billing expressions always use USD.": "The system always bills in USD. Site currency makes entering and converting prices easier; amounts are converted to USD using the site exchange rate. Switching currencies does not change the actual price. Raw billing expressions always use USD.",
     "The system currently uses: {{domain}}": "The system currently uses: {{domain}}",
+    "The system is already initialized": "The system is already initialized",
     "The task was accepted; submission cannot be replayed": "The task was accepted; submission cannot be replayed",
     "The Telegram authorization request is invalid or expired.": "The Telegram authorization request is invalid or expired.",
     "The telegram OAuth provider name is reserved. Ask your administrator to rename the conflicting custom provider.": "The telegram OAuth provider name is reserved. Ask your administrator to rename the conflicting custom provider.",
+    "The time range cannot exceed {{days}} days": "The time range cannot exceed {{days}} days",
     "The token group that will have a custom ratio": "The token group that will have a custom ratio",
     "The token has no group, so it is billed as the user group vip, using the base ratio of vip.": "The token has no group, so it is billed as the user group vip, using the base ratio of vip.",
     "The two roles of a group": "The two roles of a group",
@@ -5805,6 +6562,7 @@
     "The unique name for this vendor": "The unique name for this vendor",
     "The upstream address this plugin sends requests to. The plugin declares no default, so it must be filled in.": "The upstream address this plugin sends requests to. The plugin declares no default, so it must be filled in.",
     "The upstream channel that served the requests": "The upstream channel that served the requests",
+    "The upstream key has unlimited quota. Turn on \"Allow querying user quota\" for this key on the upstream to see the real balance.": "The upstream key has unlimited quota. Turn on \"Allow querying user quota\" for this key on the upstream to see the real balance.",
     "The upstream natively supports all three protocols; every selected route is forwarded without conversion.": "The upstream natively supports all three protocols; every selected route is forwarded without conversion.",
     "The upstream response is valid JSON, but it does not match the OpenAI credit_summary format. The channel balance was not updated.": "The upstream response is valid JSON, but it does not match the OpenAI credit_summary format. The channel balance was not updated.",
     "The upstream returned a model name different from both the requested and upstream models. Aliases or dated versions may also cause this; this warning alone does not prove model substitution.": "The upstream returned a model name different from both the requested and upstream models. Aliases or dated versions may also cause this; this warning alone does not prove model substitution.",
@@ -5834,10 +6592,13 @@
     "Third-party plugin risk": "Third-party plugin risk",
     "Third-party source risk": "Third-party source risk",
     "Third-party-only plugins become unavailable immediately. In-flight tasks will be handled by timeout cleanup.": "Third-party-only plugins become unavailable immediately. In-flight tasks will be handled by timeout cleanup.",
+    "This {{provider}} account cannot be linked to an existing account automatically, please sign in or register another way and then link {{provider}} in account settings": "This {{provider}} account cannot be linked to an existing account automatically, please sign in or register another way and then link {{provider}} in account settings",
+    "This {{provider}} account has already been bound": "This {{provider}} account has already been bound",
     "This action cannot be undone.": "This action cannot be undone.",
     "This action cannot be undone. This will permanently delete your account and remove all your data from our servers.": "This action cannot be undone. This will permanently delete your account and remove all your data from our servers.",
     "This action will permanently remove 2FA protection from your account.": "This action will permanently remove 2FA protection from your account.",
     "This announcement will be removed from the list.": "This announcement will be removed from the list.",
+    "This API is deprecated": "This API is deprecated",
     "This API key has no quota limit. Requests still require available wallet or subscription quota.": "This API key has no quota limit. Requests still require available wallet or subscription quota.",
     "This API shortcut will be removed from the list.": "This API shortcut will be removed from the list.",
     "This base URL points at a private or local network host. Make sure it is an upstream you control.": "This base URL points at a private or local network host. Make sure it is an upstream you control.",
@@ -5846,6 +6607,8 @@
     "This changelog is not available in your language. Showing English.": "This changelog is not available in your language. Showing English.",
     "This channel has no configured models.": "This channel has no configured models.",
     "This channel is not an Ollama channel.": "This channel is not an Ollama channel.",
+    "This channel is not in multi-key mode": "This channel is not in multi-key mode",
+    "This channel serves the models of every selected plugin. The upstream New API gateway must have the same plugins installed.": "This channel serves the models of every selected plugin. The upstream New API gateway must have the same plugins installed.",
     "This channel type does not support fetching models": "This channel type does not support fetching models",
     "This channel type requires additional configuration": "This channel type requires additional configuration",
     "This combination will be billed as free.": "This combination will be billed as free.",
@@ -5858,6 +6621,7 @@
     "This email address is already in use.": "This email address is already in use.",
     "This email address is not allowed by the administrator's email policy.": "This email address is not allowed by the administrator's email policy.",
     "This expression cannot be edited visually without losing information.": "This expression cannot be edited visually without losing information.",
+    "This expression cannot be expanded into a price table. View the original expression below.": "This expression cannot be expanded into a price table. View the original expression below.",
     "This expression cannot be represented by the price table. Switching discards the entire expression, including request rules, and resets all prices to zero. Configure prices before saving.": "This expression cannot be represented by the price table. Switching discards the entire expression, including request rules, and resets all prices to zero. Configure prices before saving.",
     "This expression cannot be represented by the price table. You can switch to visual editing by confirming that the expression will be discarded.": "This expression cannot be represented by the price table. You can switch to visual editing by confirming that the expression will be discarded.",
     "This expression cannot be simulated in the browser.": "This expression cannot be simulated in the browser.",
@@ -5867,6 +6631,7 @@
     "This external account is already bound.": "This external account is already bound.",
     "This FAQ entry will be removed from the list.": "This FAQ entry will be removed from the list.",
     "This feature is experimental. Configuration format and behavior may change.": "This feature is experimental. Configuration format and behavior may change.",
+    "This feature requires signing in to the dashboard": "This feature requires signing in to the dashboard",
     "This field does not support wildcards or regular expressions.": "This field does not support wildcards or regular expressions.",
     "This historical record predates audit-info tracking and cannot be backfilled. The current instance already records server IP, callback IP, payment method, and system version for new top-ups going forward.": "This historical record predates audit-info tracking and cannot be backfilled. The current instance already records server IP, callback IP, payment method, and system version for new top-ups going forward.",
     "This identifier is sent to the payment backend when creating an order. Use alipay for Alipay, wxpay for WeChat Pay, stripe for Stripe. Custom values must be supported by your payment provider.": "This identifier is sent to the payment backend when creating an order. Use alipay for Alipay, wxpay for WeChat Pay, stripe for Stripe. Custom values must be supported by your payment provider.",
@@ -5879,11 +6644,11 @@
     "This model has both fixed price and ratio billing conflicts": "This model has both fixed price and ratio billing conflicts",
     "This model has both fixed-price and ratio settings. Saving the current mode will rewrite the conflicting fields.": "This model has both fixed-price and ratio settings. Saving the current mode will rewrite the conflicting fields.",
     "This model has both fixed-price and token-price settings. Saving the current mode will rewrite the conflicting fields.": "This model has both fixed-price and token-price settings. Saving the current mode will rewrite the conflicting fields.",
-    "This model has different image request multipliers across channels. Use separate billing model names to convert them.": "This model has different image request multipliers across channels. Use separate billing model names to convert them.",
     "This model has provider-specific billing and must be converted manually.": "This model has provider-specific billing and must be converted manually.",
     "This model is billed by usage, but the administrator has not configured its pricing yet.": "This model is billed by usage, but the administrator has not configured its pricing yet.",
     "This model is not available in any group, or no group pricing information is configured.": "This model is not available in any group, or no group pricing information is configured.",
     "This month": "This month",
+    "This OAuth provider still has linked users and cannot be deleted. Unbind all users first.": "This OAuth provider still has linked users and cannot be deleted. Unbind all users first.",
     "This OpenRouter Claude price derives cache-write usage from upstream cost and must be converted manually.": "This OpenRouter Claude price derives cache-write usage from upstream cost and must be converted manually.",
     "This operation is only supported for vLLM channels": "This operation is only supported for vLLM channels",
     "This operation is only supported for vLLM or SGLang channels": "This operation is only supported for vLLM or SGLang channels",
@@ -5899,8 +6664,13 @@
     "This route discovers upstream OpenAI models and cannot be split or matched by client model rules.": "This route discovers upstream OpenAI models and cannot be split or matched by client model rules.",
     "This route is used only by channel management to discover upstream models.": "This route is used only by channel management to discover upstream models.",
     "This route is used only by channel management to query the upstream balance.": "This route is used only by channel management to query the upstream balance.",
+    "This rule does not have include_rule_name enabled, so its cache cannot be cleared by rule": "This rule does not have include_rule_name enabled, so its cache cannot be cleared by rule",
+    "This sends 32 independent Meow probes per enabled Astra channel. Upstream costs are paid by the platform. Existing tasks will not be duplicated. Please allow at least 5 minutes between rounds.": "This sends 32 independent Meow probes per enabled Astra channel. Upstream costs are paid by the platform. Existing tasks will not be duplicated. Please allow at least 5 minutes between rounds.",
+    "This sends up to 3 independent requests per enabled Astra channel. Upstream costs are paid by the platform, not customer tokens. Existing tasks will not be duplicated. Please allow at least 5 minutes between rounds.": "This sends up to 3 independent requests per enabled Astra channel. Upstream costs are paid by the platform, not customer tokens. Existing tasks will not be duplicated. Please allow at least 5 minutes between rounds.",
     "This session will lose access immediately and must sign in again.": "This session will lose access immediately and must sign in again.",
     "This site currently has {{count}} models enabled": "This site currently has {{count}} models enabled",
+    "This slug conflicts with a built-in OAuth provider": "This slug conflicts with a built-in OAuth provider",
+    "This slug is already in use": "This slug is already in use",
     "This source does not publish a sha256 for this version, so the downloaded source cannot be pinned to what the source intended.": "This source does not publish a sha256 for this version, so the downloaded source cannot be pinned to what the source intended.",
     "This source lists no installable task plugins.": "This source lists no installable task plugins.",
     "This Telegram account is already bound.": "This Telegram account is already bound.",
@@ -5912,20 +6682,24 @@
     "This user account is disabled.": "This user account is disabled.",
     "This user account no longer exists.": "This user account no longer exists.",
     "this user group": "this user group",
+    "This user has no active subscription to this plan": "This user has no active subscription to this plan",
     "This user has no bindings": "This user has no bindings",
+    "This user is already a common user": "This user is already a common user",
+    "This user is already an administrator": "This user is already an administrator",
     "This verification has already been used. Please verify again.": "This verification has already been used. Please verify again.",
     "This verification method is currently unavailable.": "This verification method is currently unavailable.",
     "This verification method is not allowed for this action.": "This verification method is not allowed for this action.",
     "This verification method requires its dedicated verification flow.": "This verification method requires its dedicated verification flow.",
     "This version is ignored": "This version is ignored",
+    "This version is saved but not active. Activate it to replace the current version, or activate it later from the Versions tab.": "This version is saved but not active. Activate it to replace the current version, or activate it later from the Versions tab.",
     "This week": "This week",
     "This will append 2 template rules (Codex CLI and Claude CLI) to the existing rule list.": "This will append 2 template rules (Codex CLI and Claude CLI) to the existing rule list.",
     "This will clear custom pricing ratios and revert to upstream defaults.": "This will clear custom pricing ratios and revert to upstream defaults.",
     "This will delete all": "This will delete all",
+    "This will delete all <strong>used</strong>, <strong>disabled</strong>, and <strong>expired</strong> redemption codes.": "This will delete all <strong>used</strong>, <strong>disabled</strong>, and <strong>expired</strong> redemption codes.",
     "This will delete all channel affinity cache entries still in memory.": "This will delete all channel affinity cache entries still in memory.",
     "This will delete temporary cache files that have not been used for more than 10 minutes": "This will delete temporary cache files that have not been used for more than 10 minutes",
     "This will extend the deployment by the specified hours.": "This will extend the deployment by the specified hours.",
-    "This will immediately invalidate your existing access token. Any applications or scripts using it will stop working.": "This will immediately invalidate your existing access token. Any applications or scripts using it will stop working.",
     "This will permanently delete all manually and automatically disabled channels. This action cannot be undone.": "This will permanently delete all manually and automatically disabled channels. This action cannot be undone.",
     "This will permanently delete API key": "This will permanently delete API key",
     "This will permanently delete redemption code": "This will permanently delete redemption code",
@@ -5995,18 +6769,25 @@
     "Token": "Token",
     "token (unit)": "token",
     "Token Breakdown": "Token Breakdown",
+    "Token cache hit rate": "Token cache hit rate",
+    "Token count exceeds the limit. Only exact search is allowed, do not use the % wildcard": "Token count exceeds the limit. Only exact search is allowed, do not use the % wildcard",
     "Token Endpoint": "Token Endpoint",
     "Token Endpoint (Optional)": "Token Endpoint (Optional)",
     "Token estimator": "Token estimator",
     "Token group": "Token group",
+    "Token has expired and cannot be enabled. Please modify the expiration time or set it to never expire": "Token has expired and cannot be enabled. Please modify the expiration time or set it to never expire",
     "Token has no group": "Token has no group",
     "Token ID": "Token ID",
+    "Token ID or user ID is empty": "Token ID or user ID is empty",
     "Token identifier": "Token identifier",
+    "Token IDs cannot be empty": "Token IDs cannot be empty",
     "Token Limits": "Token Limits",
     "Token management": "Token management",
     "Token Management": "Token Management",
     "Token Mgmt": "Token Mgmt",
+    "Token name": "Token name",
     "Token Name": "Token Name",
+    "Token name is too long": "Token name is too long",
     "Token obtained from your Gotify application": "Token obtained from your Gotify application",
     "Token operation details": "Token operation details",
     "Token or per-call pricing": "Token or per-call pricing",
@@ -6016,6 +6797,7 @@
     "Token price for creating cache entries.": "Token price for creating cache entries.",
     "Token price for image input.": "Token price for image input.",
     "Token prices": "Token prices",
+    "Token quota is exhausted and cannot be enabled. Please modify the remaining quota or set it to unlimited": "Token quota is exhausted and cannot be enabled. Please modify the remaining quota or set it to unlimited",
     "Token regenerated and copied to clipboard": "Token regenerated and copied to clipboard",
     "Token scope": "Token scope",
     "Token share by model author across the last 24 hours": "Token share by model author across the last 24 hours",
@@ -6034,16 +6816,21 @@
     "Tokens Only": "Tokens Only",
     "Tokens per minute": "Tokens per minute",
     "Tokens since launch": "Tokens since launch",
+    "Tokens_usage": "Tokens",
     "Tokens-only mode will show raw quota values regardless of this toggle.": "Tokens-only mode will show raw quota values regardless of this toggle.",
     "Too many active login sessions. On a device where you are already signed in, open Login sessions and use “Sign out other sessions” to revoke them. If you cannot access a signed-in device, reset your password to sign out all sessions.": "Too many active login sessions. On a device where you are already signed in, open Login sessions and use “Sign out other sessions” to revoke them. If you cannot access a signed-in device, reset your password to sign out all sessions.",
     "Too many files. Some were not added.": "Too many files. Some were not added.",
     "Too many incorrect codes. Start email verification again.": "Too many incorrect codes. Start email verification again.",
+    "Too many items in batch request, maximum is {{max}}": "Too many items in batch request, maximum is {{max}}",
     "Too many login sessions were created recently. Please wait for the rolling window to pass, then try again.": "Too many login sessions were created recently. Please wait for the rolling window to pass, then try again.",
     "Too many requests": "Too many requests",
     "Tool / function declarations the model may call": "Tool / function declarations the model may call",
     "Tool identifier": "Tool identifier",
+    "Tool price \"{{name}}\" must be a finite non-negative number": "Tool price \"{{name}}\" must be a finite non-negative number",
+    "Tool price \"{{name}}\" must be a non-negative number": "Tool price \"{{name}}\" must be a non-negative number",
     "Tool price settings": "Tool price settings",
     "Tool prices": "Tool prices",
+    "Tool prices must be a JSON object": "Tool prices must be a JSON object",
     "Tool-choice policy or specific tool name": "Tool-choice policy or specific tool name",
     "Tools": "Tools",
     "Top {{count}}": "Top {{count}}",
@@ -6057,15 +6844,24 @@
     "Top models by traffic": "Top models by traffic",
     "Top P": "Top P",
     "Top up balance and view billing history.": "Top up balance and view billing history.",
+    "Top up, pay for subscriptions, check in, and transfer referral rewards.": "Top up, pay for subscriptions, check in, and transfer referral rewards.",
     "Top Users": "Top Users",
     "Top vendors": "Top vendors",
     "Top-up": "Top-up",
+    "Top-up amount cannot be less than {{min}}": "Top-up amount cannot be less than {{min}}",
+    "Top-up amount cannot exceed {{max}}": "Top-up amount cannot exceed {{max}}",
     "Top-up amount options": "Top-up amount options",
     "Top-up Audit Info": "Top-up Audit Info",
     "Top-up group ratios": "Top-up group ratios",
+    "Top-up is processing, please try again later": "Top-up is processing, please try again later",
     "Top-Up Link": "Top-Up Link",
+    "Top-up order does not exist": "Top-up order does not exist",
+    "Top-up quota exceeds the range the system can represent": "Top-up quota exceeds the range the system can represent",
+    "Top-up quota limit exceeded": "Top-up quota limit exceeded",
+    "Top-up quota must be greater than 0": "Top-up quota must be greater than 0",
     "top-up ratio": "top-up ratio",
     "Top-up ratio": "Top-up ratio",
+    "Topped up {{quota}} with a redemption code, code ID {{id}}": "Topped up {{quota}} with a redemption code, code ID {{id}}",
     "Topup Amount": "Topup Amount",
     "Total": "Total",
     "Total {{count}} records": "Total {{count}} records",
@@ -6084,6 +6880,7 @@
     "Total invitation revenue": "Total invitation revenue",
     "Total Log Size": "Total Log Size",
     "Total Quota": "Total Quota",
+    "Total quota cannot be negative": "Total quota cannot be negative",
     "Total quota included in the plan, usable per billing period. 0 means unlimited.": "Total quota included in the plan, usable per billing period. 0 means unlimited.",
     "Total requests allowed per period. 0 = unlimited.": "Total requests allowed per period. 0 = unlimited.",
     "Total requests made": "Total requests made",
@@ -6104,11 +6901,13 @@
     "Transfer": "Transfer",
     "Transfer Amount": "Transfer Amount",
     "Transfer failed": "Transfer failed",
+    "Transfer failed {{error}}": "Transfer failed {{error}}",
     "Transfer Rewards": "Transfer Rewards",
     "Transfer successful": "Transfer successful",
     "Transfer to Balance": "Transfer to Balance",
     "Translation": "Translation",
     "Transparent Billing": "Transparent Billing",
+    "Transport error": "Transport error",
     "Trend": "Trend",
     "Trending down": "Trending down",
     "Trending up": "Trending up",
@@ -6130,6 +6929,8 @@
     "TTL (seconds)": "TTL (seconds)",
     "Tune selection priority, testing, status handling, and request overrides.": "Tune selection priority, testing, status handling, and request overrides.",
     "Turnstile is enabled but site key is empty.": "Turnstile is enabled but site key is empty.",
+    "Turnstile token is empty": "Turnstile token is empty",
+    "Turnstile verification failed, please refresh and try again!": "Turnstile verification failed, please refresh and try again!",
     "Tutoring, learning aids, assessment": "Tutoring, learning aids, assessment",
     "Two-factor Authentication": "Two-factor Authentication",
     "Two-Factor Authentication": "Two-Factor Authentication",
@@ -6143,13 +6944,18 @@
     "Type": "Type",
     "Type (common)": "Type (common)",
     "Type *": "Type *",
+    "Type <username/> to confirm": "Type <username/> to confirm",
     "Type a command or search...": "Type a command or search...",
     "Type the confirmation text here": "Type the confirmation text here",
     "Type-Specific Settings": "Type-Specific Settings",
     "Type:": "Type:",
     "UI granularity only &mdash; data is still aggregated hourly": "UI granularity only &mdash; data is still aggregated hourly",
     "Unable to build Passkey assertion": "Unable to build Passkey assertion",
+    "Unable to classify": "Unable to classify",
     "Unable to compare versions": "Unable to compare versions",
+    "Unable to confirm the update result": "Unable to confirm the update result",
+    "Unable to connect to {{provider}} server, please try again later": "Unable to connect to {{provider}} server, please try again later",
+    "Unable to create the Passkey credential": "Unable to create the Passkey credential",
     "Unable to estimate price for this deployment.": "Unable to estimate price for this deployment.",
     "Unable to generate chat link. Please contact your administrator.": "Unable to generate chat link. Please contact your administrator.",
     "Unable to load groups": "Unable to load groups",
@@ -6163,15 +6969,22 @@
     "Unable to read clipboard": "Unable to read clipboard",
     "Unauthorized": "Unauthorized",
     "Unauthorized Access": "Unauthorized Access",
+    "Unauthorized, insufficient privileges": "Unauthorized, insufficient privileges",
+    "Unauthorized, invalid access token": "Unauthorized, invalid access token",
+    "Unauthorized, invalid user info": "Unauthorized, invalid user info",
+    "Unauthorized, not logged in and no access token provided": "Unauthorized, not logged in and no access token provided",
+    "Unauthorized, the access token has expired": "Unauthorized, the access token has expired",
     "Unavailable": "Unavailable",
     "Unbind": "Unbind",
     "Unbind failed": "Unbind failed",
     "Unbound {{provider}}": "Unbound {{provider}}",
+    "Unbound successfully": "Unbound successfully",
     "Unchanged": "Unchanged",
     "Underflow": "Underflow",
     "Underground": "Underground",
     "Understand how user groups, token groups, ratios, and special rules work together.": "Understand how user groups, token groups, ratios, and special rules work together.",
     "Understand image inputs alongside text": "Understand image inputs alongside text",
+    "Undo": "Undo",
     "Unexpected release payload": "Unexpected release payload",
     "Unified API Gateway for": "Unified API Gateway for",
     "Unique identifier for this group.": "Unique identifier for this group.",
@@ -6184,14 +6997,22 @@
     "Units per USD": "Units per USD",
     "Unknown": "Unknown",
     "Unknown device": "Unknown device",
+    "Unknown OAuth provider": "Unknown OAuth provider",
+    "Unknown rule name": "Unknown rule name",
+    "Unknown setting type: {{type}}": "Unknown setting type: {{type}}",
     "Unknown version": "Unknown version",
     "Unlimited": "Unlimited",
     "Unlimited Quota": "Unlimited Quota",
+    "Unrecognized status code": "Unrecognized status code",
     "Unsaved changes": "Unsaved changes",
     "Unset legacy prices use the billing engine defaults.": "Unset legacy prices use the billing engine defaults.",
     "Unset price": "Unset price",
     "Unset price models": "Unset price models",
     "Unsupported account password hashing configuration.": "Unsupported account password hashing configuration.",
+    "Unsupported add mode": "Unsupported add mode",
+    "Unsupported operation": "Unsupported operation",
+    "Unsupported payment channel": "Unsupported payment channel",
+    "Unsupported payment method": "Unsupported payment method",
     "Unsupported verification method: {{method}}": "Unsupported verification method: {{method}}",
     "Until": "Until",
     "Untitled": "Untitled",
@@ -6210,6 +7031,7 @@
     "Update Channel": "Update Channel",
     "Update channel configuration and click save when you're done.": "Update channel configuration and click save when you're done.",
     "Update check timed out. Try again.": "Update check timed out. Try again.",
+    "Update completed": "Update completed",
     "Update configuration": "Update configuration",
     "Update failed": "Update failed",
     "Update Model": "Update Model",
@@ -6217,8 +7039,10 @@
     "Update plan info": "Update Plan Info",
     "Update Provider": "Update Provider",
     "Update Redemption Code": "Update Redemption Code",
+    "Update results": "Update results",
     "Update selected fields": "Update selected fields",
     "Update succeeded": "Update succeeded",
+    "Update successful": "Update successful",
     "Update the API key by providing necessary info.": "Update the API key by providing necessary info.",
     "Update the configuration for this custom OAuth provider.": "Update the configuration for this custom OAuth provider.",
     "Update the redemption code by providing necessary info.": "Update the redemption code by providing necessary info.",
@@ -6238,6 +7062,8 @@
     "Updated a subscription plan": "Updated a subscription plan",
     "Updated a vendor": "Updated a vendor",
     "Updated At": "Updated At",
+    "Updated at {{time}} · refreshes every 15 seconds": "Updated at {{time}} · refreshes every 15 seconds",
+    "Updated at {{time}} · refreshes every minute": "Updated at {{time}} · refreshes every minute",
     "Updated channel {{name}} (ID: {{id}})": "Updated channel {{name}} (ID: {{id}})",
     "Updated channel status (ID: {{id}})": "Updated channel status (ID: {{id}})",
     "Updated daily": "Updated daily",
@@ -6253,6 +7079,7 @@
     "Upgrade and enable": "Upgrade and enable",
     "Upgrade available: v{{installed}} to v{{latest}}": "Upgrade available: v{{installed}} to v{{latest}}",
     "Upgrade Group": "Upgrade Group",
+    "Upgrade group does not exist": "Upgrade group does not exist",
     "Upgrade plaintext SMTP connection with STARTTLS before authentication": "Upgrade plaintext SMTP connection with STARTTLS before authentication",
     "Upload": "Upload",
     "Upload a JavaScript task platform plugin.": "Upload a JavaScript task platform plugin.",
@@ -6271,9 +7098,12 @@
     "Uploading...": "Uploading...",
     "Upscale": "Upscale",
     "Upstream": "Upstream",
+    "Upstream attempts": "Upstream attempts",
     "Upstream authentication": "Upstream authentication",
+    "Upstream connection": "Upstream connection",
     "Upstream did not return reset credit details.": "Upstream did not return reset credit details.",
     "Upstream JSON response": "Upstream JSON response",
+    "Upstream model": "Upstream model",
     "Upstream Model": "Upstream Model",
     "Upstream Model Detection Settings": "Upstream Model Detection Settings",
     "Upstream model detection task started. Track progress in System Info, then refresh to review staged updates.": "Upstream model detection task started. Track progress in System Info, then refresh to review staged updates.",
@@ -6290,6 +7120,7 @@
     "Upstream prices fetched successfully": "Upstream prices fetched successfully",
     "Upstream protocol plan": "Upstream protocol plan",
     "Upstream ratios fetched successfully": "Upstream ratios fetched successfully",
+    "Upstream receives": "Upstream receives",
     "Upstream request failed": "Upstream request failed",
     "Upstream Request ID": "Upstream Request ID",
     "Upstream response": "Upstream response",
@@ -6300,27 +7131,36 @@
     "Upstream Response (billing-usage-gemini)": "Upstream Response (billing-usage-gemini)",
     "Upstream Response (billing-usage-openai-estimated)": "Upstream Response (billing-usage-openai-estimated)",
     "Upstream Response (billing-usage-openai)": "Upstream Response (billing-usage-openai)",
+    "Upstream returned no usage": "Upstream returned no usage",
+    "Upstream returned no usage, so nothing was charged (possibly an upstream timeout)": "Upstream returned no usage, so nothing was charged (possibly an upstream timeout)",
     "upstream services integrated": "upstream services integrated",
     "Upstream Task ID": "Upstream Task ID",
+    "Upstream task not found": "Upstream task not found",
+    "Upstream task plugins": "Upstream task plugins",
+    "Upstream task timed out (over 1 hour)": "Upstream task timed out (over 1 hour)",
     "Upstream Updates": "Upstream Updates",
     "Upstream URL": "Upstream URL",
     "Upstream URL must be a full URL": "Upstream URL must be a full URL",
+    "Upstream usage": "Upstream usage",
     "Upstream vendor missing": "Upstream vendor missing",
     "uptime": "uptime",
     "Uptime": "Uptime",
     "Uptime (30d)": "Uptime (30d)",
     "Uptime (last 30 days)": "Uptime (last 30 days)",
     "Uptime Kuma": "Uptime Kuma",
+    "Uptime Kuma groups cannot exceed 20 entries": "Uptime Kuma groups cannot exceed 20 entries",
     "Uptime Kuma groups saved successfully": "Uptime Kuma groups saved successfully",
     "Uptime Kuma URL": "Uptime Kuma URL",
     "Uptime since": "Uptime since",
     "URL": "URL",
     "URL is required": "URL is required",
+    "URL must start with http:// or https://": "URL must start with http:// or https://",
     "URL to your logo image (optional)": "URL to your logo image (optional)",
     "US dollar (USD)": "US dollar (USD)",
     "Usage": "Usage",
     "Usage · {{price}}": "Usage · {{price}}",
     "Usage at a glance": "Usage at a glance",
+    "Usage details": "Usage details",
     "Usage guide": "Usage guide",
     "Usage logs": "Usage logs",
     "Usage Logs": "Usage Logs",
@@ -6328,6 +7168,7 @@
     "Usage parameters": "Usage parameters",
     "Usage percentage": "Usage percentage",
     "Usage prices": "Usage prices",
+    "Usage source": "Usage source",
     "Usage-based": "Usage-based",
     "Usage-based billing": "Usage-based billing",
     "Usage-based billing · price not configured": "Usage-based billing · price not configured",
@@ -6341,7 +7182,9 @@
     "Use a different stable value for each instance, then restart the service.": "Use a different stable value for each instance, then restart the service.",
     "Use a Passkey from another website": "Use a Passkey from another website",
     "Use a path to append it to the channel Base URL, or enter a full URL to override the Base URL for this route.": "Use a path to append it to the channel Base URL, or enter a full URL to override the Base URL for this route.",
+    "Use access tokens to call the dashboard API from scripts. Each token only has the permissions you select.": "Use access tokens to call the dashboard API from scripts. Each token only has the permissions you select.",
     "Use an HTTPS domain (or localhost for development) to configure Passkey.": "Use an HTTPS domain (or localhost for development) to configure Passkey.",
+    "Use at most 20 tags, each no longer than 40 characters.": "Use at most 20 tags, each no longer than 40 characters.",
     "Use authenticator code": "Use authenticator code",
     "Use backup code": "Use backup code",
     "Use Bearer for all protocols": "Use Bearer for all protocols",
@@ -6352,6 +7195,7 @@
     "Use exact model names such as gpt-4o, or regex rules prefixed with re: such as re:^gemini-.": "Use exact model names such as gpt-4o, or regex rules prefixed with re: such as re:^gemini-.",
     "Use expression pricing when a dependent price is non-zero and its base price is zero.": "Use expression pricing when a dependent price is non-zero and its base price is zero.",
     "Use external tools to extend capabilities": "Use external tools to extend capabilities",
+    "Use Mantle for supported Claude models and automatic prompt caching. Keep InvokeModel for older models and Amazon Nova.": "Use Mantle for supported Claude models and automatic prompt caching. Keep InvokeModel for older models and Amazon Nova.",
     "Use model-level expression": "Use model-level expression",
     "Use model-level pricing": "Use model-level pricing",
     "Use one available reset credit for this channel. The reset request is sent only after confirmation.": "Use one available reset credit for this channel. The reset request is sent only after confirmation.",
@@ -6366,7 +7210,9 @@
     "Use the existing token total": "Use the existing token total",
     "Use the full-width table to scan prices, then select a row to edit it here.": "Use the full-width table to scan prices, then select a row to edit it here.",
     "Use the group set on the token. If the token has no group, use the user group. The auto group tries the auto assignment order from top to bottom.": "Use the group set on the token. If the token has no group, use the user group. The auto group tries the auto assignment order from top to bottom.",
+    "Use the group set on the token. If the token has no group, use the user group. The auto group tries the configured groups from top to bottom.": "Use the group set on the token. If the token has no group, use the user group. The auto group tries the configured groups from top to bottom.",
     "Use the pricing group table to manage the ratio and whether the group appears in the token creation dropdown.": "Use the pricing group table to manage the ratio and whether the group appears in the token creation dropdown.",
+    "Use the same priority as the highlighted channels": "Use the same priority as the highlighted channels",
     "Use this callback URL pattern when registering a custom OAuth provider.": "Use this callback URL pattern when registering a custom OAuth provider.",
     "Use this token for API authentication": "Use this token for API authentication",
     "Use tier(name, fixed(amount)) for a USD price per request. Group and request multipliers still apply.": "Use tier(name, fixed(amount)) for a USD price per request. Group and request multipliers still apply.",
@@ -6399,15 +7245,21 @@
     "User dashboard and quota controls.": "User dashboard and quota controls.",
     "User deleted successfully": "User deleted successfully",
     "User demoted to regular user successfully": "User demoted to regular user successfully",
+    "User detection": "User detection",
     "User disabled successfully": "User disabled successfully",
+    "User does not exist": "User does not exist",
     "User enabled successfully": "User enabled successfully",
     "User Exclusive Ratio": "User Exclusive Ratio",
     "User group": "User group",
     "User Group": "User Group",
     "User group name": "User group name",
+    "User group will be reverted to {{group}}": "User group will be reverted to {{group}}",
+    "User group will be upgraded to {{group}}": "User group will be upgraded to {{group}}",
     "User Group: {{ratio}}x": "User Group: {{ratio}}x",
     "User groups that can access channels with this tag": "User groups that can access channels with this tag",
     "User groups that can access this channel. ": "User groups that can access this channel. ",
+    "User has been banned": "User has been banned",
+    "User has been deleted": "User has been deleted",
     "User ID": "User ID",
     "User ID Field": "User ID Field",
     "User ID:": "User ID:",
@@ -6417,25 +7269,36 @@
     "User Menu": "User Menu",
     "User personal functions": "User personal functions",
     "User promoted to admin successfully": "User promoted to admin successfully",
+    "User registration failed or user ID retrieval failed": "User registration failed or user ID retrieval failed",
     "User selectable": "User selectable",
     "User Subscription Management": "User Subscription Management",
     "User updated successfully": "User updated successfully",
     "User Verification": "User Verification",
     "User-Agent include (one per line)": "User-Agent include (one per line)",
     "Username": "Username",
+    "Username already exists or has been deleted": "Username already exists or has been deleted",
     "Username confirmation does not match": "Username confirmation does not match",
     "Username Field": "Username Field",
+    "Username must be {{max}} characters or fewer": "Username must be {{max}} characters or fewer",
     "Username or Email": "Username or Email",
+    "Username or password is incorrect, or user has been banned": "Username or password is incorrect, or user has been banned",
     "Users": "Users",
+    "Users call": "Users call",
     "Users call the model on the left. The platform forwards the request to the upstream model on the right.": "Users call the model on the left. The platform forwards the request to the upstream model on the right.",
+    "Users can download their own logs from the usage log page. Administrators can always export.": "Users can download their own logs from the usage log page. Administrators can always export.",
     "Users in {{group}}": "Users in {{group}}",
     "Users must wait for a successful drawing before upscales or variations.": "Users must wait for a successful drawing before upscales or variations.",
     "Users of vip, when billed as premium, pay ratio": "Users of vip, when billed as premium, pay ratio",
     "Users only see groups marked as user selectable. Non-selectable groups can still be assigned by administrators.": "Users only see groups marked as user selectable. Non-selectable groups can still be assigned by administrators.",
     "uses": "uses",
+    "Uses the group Astra fingerprint and pelican checks; other models have not been individually tested. Off by default.": "Uses the group Astra fingerprint and pelican checks; other models have not been individually tested. Off by default.",
+    "Uses the group Astra fingerprint and vision checks; other models have not been individually tested. Off by default.": "Uses the group Astra fingerprint and vision checks; other models have not been individually tested. Off by default.",
     "Using built-in or default pricing": "Using built-in or default pricing",
     "Using the complete global Auto order ({{count}} groups)": "Using the complete global Auto order ({{count}} groups)",
     "v{{installed}} is installed but this source does not list it. Installing replaces it with v{{target}}.": "v{{installed}} is installed but this source does not list it. Installing replaces it with v{{target}}.",
+    "Valid probes {{count}}": "Valid probes {{count}}",
+    "Valid probes {{count}}/3": "Valid probes {{count}}/3",
+    "Validate Astra upstream model": "Validate Astra upstream model",
     "Validity": "Validity",
     "Validity Period": "Validity Period",
     "Value": "Value",
@@ -6471,6 +7334,7 @@
     "Vendors still have {{count}} linked model records. Transfer or clear their assignments first.": "Vendors still have {{count}} linked model records. Transfer or clear their assignments first.",
     "Verification code": "Verification code",
     "Verification Code": "Verification Code",
+    "Verification code is incorrect or has expired": "Verification code is incorrect or has expired",
     "Verification code must be 6 digits": "Verification code must be 6 digits",
     "Verification code sent! Please check your email.": "Verification code sent! Please check your email.",
     "Verification code updates every 30 seconds.": "Verification code updates every 30 seconds.",
@@ -6482,14 +7346,26 @@
     "Verification failed. Please try again.": "Verification failed. Please try again.",
     "Verification flow expired": "Verification flow expired",
     "Verification is not configured properly": "Verification is not configured properly",
+    "Verification method": "Verification method",
     "Verification proof was not returned": "Verification proof was not returned",
     "Verification required to reveal the saved key.": "Verification required to reveal the saved key.",
     "Verification scope is missing": "Verification scope is missing",
+    "Verified": "Verified",
     "Verify": "Verify",
     "Verify again before retrying this action.": "Verify again before retrying this action.",
     "Verify and Sign In": "Verify and Sign In",
     "Verify routing with Playground or your client": "Verify routing with Playground or your client",
     "Verify Setup": "Verify Setup",
+    "Verify to create administrator": "Verify to create administrator",
+    "Verify to delete user": "Verify to delete user",
+    "Verify to demote user": "Verify to demote user",
+    "Verify to disable user": "Verify to disable user",
+    "Verify to enable user": "Verify to enable user",
+    "Verify to promote user": "Verify to promote user",
+    "Verify to reset 2FA": "Verify to reset 2FA",
+    "Verify to reset Passkey": "Verify to reset Passkey",
+    "Verify to unbind account": "Verify to unbind account",
+    "Verify to update user credentials": "Verify to update user credentials",
     "Verify to view channel key": "Verify to view channel key",
     "Verify upstream pricing": "Verify upstream pricing",
     "Verify your database connection": "Verify your database connection",
@@ -6505,6 +7381,8 @@
     "Vertex AI API Key mode does not support batch creation": "Vertex AI API Key mode does not support batch creation",
     "Vertex AI does not support functionResponse.id. Enable this to remove the field automatically.": "Vertex AI does not support functionResponse.id. Enable this to remove the field automatically.",
     "Vertex AI Key Format": "Vertex AI Key Format",
+    "Vertex AI keys for batch adding cannot be empty": "Vertex AI keys for batch adding cannot be empty",
+    "Vertex AI Project ID": "Vertex AI Project ID",
     "Vertex AI service account key must be valid JSON": "Vertex AI service account key must be valid JSON",
     "Video": "Video",
     "Video length in seconds": "Video length in seconds",
@@ -6513,15 +7391,23 @@
     "Vidu": "Vidu",
     "View": "View",
     "View all currently available models": "View all currently available models",
+    "View all top-up records, subscription plans, and user subscriptions.": "View all top-up records, subscription plans, and user subscriptions.",
+    "View all users' usage logs, statistics, and tasks.": "View all users' usage logs, statistics, and tasks.",
+    "View API keys and their settings without the full key.": "View API keys and their settings without the full key.",
     "View API token key": "View API token key",
     "View API token keys in batch": "View API token keys in batch",
     "View audit records from user and admin roles. Root records are always excluded.": "View audit records from user and admin roles. Root records are always excluded.",
+    "View balance, top-up records, subscriptions, and referral information.": "View balance, top-up records, subscriptions, and referral information.",
     "View changelog source": "View changelog source",
     "View channel lists and details without secrets.": "View channel lists and details without secrets.",
     "View channel secrets": "View channel secrets",
+    "View complete API keys.": "View complete API keys.",
+    "View deployments and price estimates.": "View deployments and price estimates.",
     "View detailed information about this user including balance, usage statistics, and invitation details.": "View detailed information about this user including balance, usage statistics, and invitation details.",
     "View details": "View details",
     "View document": "View document",
+    "View groups and prefill groups.": "View groups and prefill groups.",
+    "View installed task plugins and their settings.": "View installed task plugins and their settings.",
     "View issued reset credits, grant dates, and expiration.": "View issued reset credits, grant dates, and expiration.",
     "View key for API token “{{name}}”": "View key for API token “{{name}}”",
     "View logs": "View logs",
@@ -6529,27 +7415,39 @@
     "View mode": "View mode",
     "View model statistics and charts": "View model statistics and charts",
     "View models": "View models",
+    "View models and vendors, and preview upstream sync.": "View models and vendors, and preview upstream sync.",
     "View other accounts' audit logs": "View other accounts' audit logs",
+    "View Passkey, two-factor, and sign-in binding status.": "View Passkey, two-factor, and sign-in binding status.",
+    "View performance, system tasks, and system information.": "View performance, system tasks, and system information.",
     "View Pricing": "View Pricing",
     "View pricing for {{model}}": "View pricing for {{model}}",
+    "View redemption codes.": "View redemption codes.",
     "View scope": "View scope",
+    "View system settings, custom OAuth providers, and price sync sources.": "View system settings, custom OAuth providers, and price sync sources.",
     "View the complete details for this": "View the complete details for this",
     "View the complete details for this log entry": "View the complete details for this log entry",
     "View the complete details for this task": "View the complete details for this task",
     "View the complete error message and details": "View the complete error message and details",
     "View the complete prompt and its English translation": "View the complete prompt and its English translation",
     "View the generated image": "View the generated image",
+    "View users, their sign-in bindings, and permission settings.": "View users, their sign-in bindings, and permission settings.",
+    "View your profile, groups, and available models.": "View your profile, groups, and available models.",
     "View your topup transaction records and payment history": "View your topup transaction records and payment history",
+    "View your usage logs, statistics, tasks, and audit logs.": "View your usage logs, statistics, tasks, and audit logs.",
     "Viewed channel key {{name}} (ID: {{id}})": "Viewed channel key {{name}} (ID: {{id}})",
     "Violation Code": "Violation Code",
     "Violation deduction amount": "Violation deduction amount",
     "Violation Fee": "Violation Fee",
+    "Violation fee charged": "Violation fee charged",
     "Violation Marker": "Violation Marker",
     "vip": "vip",
+    "VIP group": "VIP group",
     "VIP users with premium access": "VIP users with premium access",
     "Visible": "Visible",
     "Visible only to users with access to the model’s groups.": "Visible only to users with access to the model’s groups.",
     "Vision": "Vision",
+    "Vision check · passes when the response contains 音响 or 音箱.": "Vision check · passes when the response contains 音响 or 音箱.",
+    "Vision test": "Vision test",
     "Vision, image / video, document chat": "Vision, image / video, document chat",
     "Visit Settings → General and adjust quota options...": "Visit Settings → General and adjust quota options...",
     "Visitors must authenticate before accessing the pricing directory.": "Visitors must authenticate before accessing the pricing directory.",
@@ -6570,7 +7468,11 @@
     "vs. previous": "vs. previous",
     "Waffo": "Waffo",
     "Waffo Aggregator Gateway": "Waffo Aggregator Gateway",
+    "Waffo Pancake configuration is incomplete": "Waffo Pancake configuration is incomplete",
+    "Waffo Pancake credentials are not configured": "Waffo Pancake credentials are not configured",
     "Waffo Pancake Dashboard": "Waffo Pancake Dashboard",
+    "Waffo Pancake is not configured or key is invalid": "Waffo Pancake is not configured or key is invalid",
+    "Waffo Pancake is not fully configured. Complete the gateway binding in payment settings first.": "Waffo Pancake is not fully configured. Complete the gateway binding in payment settings first.",
     "Waffo Pancake MoR": "Waffo Pancake MoR",
     "Waffo Pancake Payment Gateway": "Waffo Pancake payment gateway",
     "Waffo Pancake product created": "Waffo Pancake product created",
@@ -6579,8 +7481,10 @@
     "Waffo Pancake settings saved": "Waffo Pancake settings saved",
     "Waffo Payment": "Waffo Payment",
     "Waffo Payment Gateway": "Waffo Payment Gateway",
+    "Waffo payment is not enabled": "Waffo payment is not enabled",
     "Waffo Public Key (Production)": "Waffo Public Key (Production)",
     "Waffo Public Key (Sandbox)": "Waffo Public Key (Sandbox)",
+    "WaffoPancakeProductId is not configured for this plan": "WaffoPancakeProductId is not configured for this plan",
     "Waiting": "Waiting",
     "Waiting for email...": "Waiting for email...",
     "Waiting for two comparable samples. Counter resets restart the sampling window.": "Waiting for two comparable samples. Counter resets restart the sampling window.",
@@ -6590,6 +7494,7 @@
     "Wallet Management": "Wallet Management",
     "Wallet management and personal preferences.": "Wallet management and personal preferences.",
     "Wallet Only": "Wallet Only",
+    "Wallet pre-consume bypass threshold (USD)": "Wallet pre-consume bypass threshold (USD)",
     "Wallet quota limit exceeded": "Wallet quota limit exceeded",
     "Warning": "Warning",
     "Warning: Base URL should not end with /v1. New API will handle it automatically. This may cause request failures.": "Warning: Base URL should not end with /v1. New API will handle it automatically. This may cause request failures.",
@@ -6614,9 +7519,11 @@
     "Webhook URL": "Webhook URL",
     "Webhook URL (Production):": "Webhook URL (Production):",
     "Webhook URL (Test):": "Webhook URL (Test):",
+    "Webhook URL cannot be empty": "Webhook URL cannot be empty",
     "Webhook URL:": "Webhook URL:",
     "Website is under maintenance!": "Website is under maintenance!",
     "WeChat": "WeChat",
+    "WeChat ID is empty!": "WeChat ID is empty!",
     "WeChat login QR code": "WeChat login QR code",
     "WeChat Pay": "WeChat Pay",
     "WeChat sign in": "WeChat sign in",
@@ -6633,7 +7540,9 @@
     "Welcome to our New API...": "Welcome to our New API...",
     "Well-Known URL": "Well-Known URL",
     "Well-Known URL must start with http:// or https://": "Well-Known URL must start with http:// or https://",
+    "What do you want to change?": "What do you want to change?",
     "What would you like to know?": "What would you like to know?",
+    "When a channel is disabled or re-enabled automatically, or a test of all channels finishes": "When a channel is disabled or re-enabled automatically, or a test of all channels finishes",
     "When a token uses the auto group, the system tries groups from top to bottom until it finds an available group.": "When a token uses the auto group, the system tries groups from top to bottom until it finds an available group.",
     "When billed as {{group}}": "When billed as {{group}}",
     "When conditions match": "When conditions match",
@@ -6648,6 +7557,7 @@
     "When enabled, newly created tokens start in the first auto group.": "When enabled, newly created tokens start in the first auto group.",
     "When enabled, prompts are scanned before reaching upstream models.": "When enabled, prompts are scanned before reaching upstream models.",
     "When enabled, the store field will be blocked": "When enabled, the store field will be blocked",
+    "When enabled, this API key can be used to check your account's remaining and used quota.": "When enabled, this API key can be used to check your account's remaining and used quota.",
     "When enabled, users can pick this group when creating tokens.": "When enabled, users can pick this group when creating tokens.",
     "When enabled, violation requests will incur additional charges.": "When enabled, violation requests will incur additional charges.",
     "When enabled, zero-cost models also pre-consume quota before final settlement.": "When enabled, zero-cost models also pre-consume quota before final settlement.",
@@ -6690,11 +7600,15 @@
     "You are running the latest version ({{version}}).": "You are running the latest version ({{version}}).",
     "You can add models manually or try fetching again.": "You can add models manually or try fetching again.",
     "You can close this tab once the binding completes or a success message appears in the original window.": "You can close this tab once the binding completes or a success message appears in the original window.",
+    "You can create at most {{count}} access tokens": "You can create at most {{count}} access tokens",
+    "You can create up to {{count}} access tokens": "You can create up to {{count}} access tokens",
     "You can manually add them in \"Custom Model Names\", click \"Fill\" and then submit, or use the operations below to handle automatically.": "You can manually add them in \"Custom Model Names\", click \"Fill\" and then submit, or use the operations below to handle automatically.",
     "You can only check in once per day": "You can only check in once per day",
     "You can still edit non-sensitive operations fields such as models, groups, priority, and weight.": "You can still edit non-sensitive operations fields such as models, groups, priority, and weight.",
+    "You cannot grant one or more of these permissions.": "You cannot grant one or more of these permissions.",
     "You commit not to use this system to implement, assist with, or indirectly implement acts that violate applicable laws and regulations, regulatory requirements, platform rules, public interests, or the lawful rights and interests of third parties.": "You commit not to use this system to implement, assist with, or indirectly implement acts that violate applicable laws and regulations, regulatory requirements, platform rules, public interests, or the lawful rights and interests of third parties.",
     "You commit to using upstream APIs, accounts, keys, quotas, and service capabilities only within the scope of lawful authorization obtained from upstream service providers, model service providers, or relevant rights holders, and will not conduct unauthorized resale, trafficking, distribution, or other non-compliant commercialization.": "You commit to using upstream APIs, accounts, keys, quotas, and service capabilities only within the scope of lawful authorization obtained from upstream service providers, model service providers, or relevant rights holders, and will not conduct unauthorized resale, trafficking, distribution, or other non-compliant commercialization.",
+    "You do not have permission to edit channels": "You do not have permission to edit channels",
     "You do not have permission to edit sensitive channel settings.": "You do not have permission to edit sensitive channel settings.",
     "You do not have permission to perform this action.": "You do not have permission to perform this action.",
     "You don't have necessary permission": "You don't have necessary permission",
@@ -6722,7 +7636,6 @@
     "Your new backup codes are ready": "Your new backup codes are ready",
     "Your Referral Link": "Your Referral Link",
     "Your setup guide is collapsed so usage stays in focus.": "Your setup guide is collapsed so usage stays in focus.",
-    "Your system access token for API authentication. Keep it secure and don't share it with others.": "Your system access token for API authentication. Keep it secure and don't share it with others.",
     "Your Telegram Bot Token": "Your Telegram Bot Token",
     "Your transaction history will appear here": "Your transaction history will appear here",
     "Your Turnstile secret key": "Your Turnstile secret key",
@@ -6732,278 +7645,10 @@
     "Zhipu GLM": "Zhipu GLM",
     "Zhipu V4": "Zhipu V4",
     "Zoom": "Zoom",
-    "Channel error": "Channel error",
-    "Unrecognized status code": "Unrecognized status code",
-    "Correct the invalid settings before saving.": "Correct the invalid settings before saving.",
-    "Upstream connection": "Upstream connection",
-    "Local check": "Local check",
-    "Responses WebSocket": "Responses WebSocket",
-    "Cross-group retry": "Cross-group retry",
-    "Request policy decisions": "Request policy decisions",
-    "Candidate channels": "Candidate channels",
-    "Candidate list truncated; at most 100 candidates are stored per attempt.": "Candidate list truncated; at most 100 candidates are stored per attempt.",
-    "Copy request ID": "Copy request ID",
-    "Request information": "Request information",
-    "Affinity correlation": "Affinity correlation",
-    "Not provided": "Not provided",
-    "Filter related requests": "Filter related requests",
-    "Identifier source": "Identifier source",
-    "Requested model": "Requested model",
-    "Upstream model": "Upstream model",
-    "Returned model": "Returned model",
-    "The returned model is diagnostic metadata, not proof of the model that ran.": "The returned model is diagnostic metadata, not proof of the model that ran.",
-    "Reasoning effort": "Reasoning effort",
-    "HTTP status": "HTTP status",
-    "Stream end": "Stream end",
-    "Correlation key": "Correlation key",
-    "Priority and weight selection": "Priority and weight selection",
-    "No available channel": "No available channel",
-    "Eligible candidate": "Eligible candidate",
-    "Selected candidate": "Selected candidate",
-    "Excluded by priority": "Excluded by priority",
-    "Affinity cache hit": "Affinity cache hit",
-    "Affinity candidate unavailable": "Affinity candidate unavailable",
-    "Fixed channel not found": "Fixed channel not found",
-    "Channel disabled": "Channel disabled",
-    "Switched to fallback group": "Switched to fallback group",
-    "Request path not supported": "Request path not supported",
-    "Task plugin does not match": "Task plugin does not match",
-    "Responses WebSocket not supported": "Responses WebSocket not supported",
-    "Channel no longer exists": "Channel no longer exists",
-    "Exact model names only. Preferred groups run before the remaining pool. A successful session binding takes precedence.": "Exact model names only. Preferred groups run before the remaining pool. A successful session binding takes precedence.",
-    "Estimated usage": "Estimated usage",
-    "Attempt history unavailable": "Attempt history unavailable",
-    "Preset: Astra prefers preferred-group": "Preset: Astra prefers preferred-group",
-    "Usage source": "Usage source",
-    "Collecting usage": "Collecting usage",
-    "Model verification: pending": "Model verification: pending",
-    "Upstream attempts": "Upstream attempts",
-    "Server-side routing preview only; no model request or charge. Availability and session bindings may change the selected channel.": "Server-side routing preview only; no model request or charge. Availability and session bindings may change the selected channel.",
-    "Group pool": "Group pool",
-    "Inherit global Auto": "Inherit global Auto",
-    "Preview model": "Preview model",
-    "Upstream usage": "Upstream usage",
-    "Customize pool": "Customize pool",
-    "Input / Output / Cache": "Input / Output / Cache",
-    "Verified": "Verified",
-    "Each consumed attempt is charged independently at the requested model price and its actual group ratio. The total below is a summary, not another charge.": "Each consumed attempt is charged independently at the requested model price and its actual group ratio. The total below is a summary, not another charge.",
-    "Model verification: unchecked": "Model verification: unchecked",
-    "Rejected without charge": "Rejected without charge",
-    "/api/token/routing-preview": "/api/token/routing-preview",
-    "No available groups": "No available groups",
-    "Lower priority numbers run first. Equal priorities use round-robin. Removing a pool group also removes its rule references.": "Lower priority numbers run first. Equal priorities use round-robin. Removing a pool group also removes its rule references.",
-    "Not checked": "Not checked",
-    "Model verification: accepted": "Model verification: accepted",
-    "Switched successfully": "Switched successfully",
-    "Rejected and charged": "Rejected and charged",
-    "The preset never adds groups. Customize the pool to add model rules.": "The preset never adds groups. Customize the pool to add model rules.",
-    "Pending settlement": "Pending settlement",
-    "Settled attempt total": "Settled attempt total",
-    "Model preferences": "Model preferences",
-    "Routing preview": "Routing preview",
-    "Add model rule": "Add model rule",
-    "Delete rule": "Delete rule",
-    "Attempt status": "Attempt status",
-    "Inherit user group": "Inherit user group",
-    "Invalid group pool or model rule": "Invalid group pool or model rule",
-    "Billing group ratio": "Billing group ratio",
-    "Model rules": "Model rules",
-    "Auto-switch on Astra model mismatch": "Auto-switch on Astra model mismatch",
-    "Model detection is always active. When off, mismatched results are delivered and logged. When on, mismatched results are rejected and a safe channel switch is attempted.": "Model detection is always active. When off, mismatched results are delivered and logged. When on, mismatched results are rejected and a safe channel switch is attempted.",
-    "Each consumed attempt is charged independently, including rejected results.": "Each consumed attempt is charged independently, including rejected results.",
-    "Enable Astra auto-switch?": "Enable Astra auto-switch?",
-    "Rejected results still incur upstream usage charges. Switching sends another request that is charged separately, so one client request can incur multiple charges. If no safe switch is available, the request fails instead of delivering a mismatched result.": "Rejected results still incur upstream usage charges. Switching sends another request that is charged separately, so one client request can incur multiple charges. If no safe switch is available, the request fails instead of delivering a mismatched result.",
-    "I understand the charges, enable and save": "I understand the charges, enable and save",
-    "Legacy Astra model guard (deprecated)": "Legacy Astra model guard (deprecated)",
-    "Astra auto-switch is now controlled by each API key. This legacy channel setting no longer affects requests.": "Astra auto-switch is now controlled by each API key. This legacy channel setting no longer affects requests.",
-    "Model mismatch allowed": "Model mismatch allowed",
-    "Model verification: mismatch_allowed": "Model verification: mismatch_allowed",
-    "Model verification: mismatch_rejected": "Model verification: mismatch_rejected",
-    "Model verification: switched_success": "Switched successfully",
-    "Model verification: transport_error": "Transport error",
-    "Transport error": "Transport error",
-    "Astra auto-switch and charges": "Astra auto-switch and charges",
-    "Existing API keys keep Astra auto-switch enabled; new keys default to off. Rejected results still incur usage charges, and every additional upstream attempt is charged separately. You can change this setting for each API key.": "Existing API keys keep Astra auto-switch enabled; new keys default to off. Rejected results still incur usage charges, and every additional upstream attempt is charged separately. You can change this setting for each API key.",
-    "Remind me next time": "Remind me next time",
-    "I understand": "I understand",
-    "Astra model detection": "Astra model detection",
-    "Compare the returned model with Astra and record the result. Detection alone does not reject responses. When disabled, response model checks and switching on model mismatch are off.": "Compare the returned model with Astra and record the result. Detection alone does not reject responses. When disabled, response model checks and switching on model mismatch are off.",
-    "Requires model detection. When off, responses are delivered normally. When on, mismatched responses are rejected and a safe channel switch is attempted.": "Requires model detection. When off, responses are delivered normally. When on, mismatched responses are rejected and a safe channel switch is attempted.",
-    "Astra fingerprint sampling": "Astra fingerprint sampling",
-    "Sampled downgrade rate": "Sampled downgrade rate",
-    "Probe availability": "Probe availability",
-    "{{suspect}} suspected / {{valid}} measured rounds": "{{suspect}} suspected / {{valid}} measured rounds",
-    "Astra · {{hours}}h": "Astra · {{hours}}h",
-    "Availability · {{hours}}h": "Availability · {{hours}}h",
-    "Every {{minutes}} minutes · 3 probes per channel": "Every {{minutes}} minutes · 3 probes per channel",
-    "Availability check · every {{minutes}} minutes": "Availability check · every {{minutes}} minutes",
-    "{{success}} / {{checks}} checks succeeded": "{{success}} / {{checks}} checks succeeded",
-    "{{suspect}} suspected / {{valid}} conclusive rounds": "{{suspect}} suspected / {{valid}} conclusive rounds",
-    "Sampling data unavailable": "Sampling data unavailable",
-    "No enabled Astra channels": "No enabled Astra channels",
-    "Automatic sampling paused": "Automatic sampling paused",
-    "Every 30 minutes · 3 probes per channel": "Every 30 minutes · 3 probes per channel",
-    "Coverage {{sampled}}/{{total}} · inconclusive {{unclear}} · failed {{errors}}": "Coverage {{sampled}}/{{total}} · inconclusive {{unclear}} · failed {{errors}}",
-    "Experimental behavioral samples, not proof of model identity. Luna-like inconclusive rounds count as suspected downgrades; other inconclusive and failed rounds are excluded. Samples do not verify individual customer requests.": "Experimental behavioral samples, not proof of model identity. Luna-like inconclusive rounds count as suspected downgrades; other inconclusive and failed rounds are excluded. Samples do not verify individual customer requests.",
-    "Recent sampling results": "Recent sampling results",
-    "Fingerprint matched": "Fingerprint matched",
-    "Suspected model substitution": "Suspected model substitution",
-    "Inconclusive sample": "Inconclusive sample",
-    "Sampling failed": "Sampling failed",
-    "Sampling in progress": "Sampling in progress",
-    "Valid probes {{count}}/3": "Valid probes {{count}}/3",
-    "Closest fingerprint": "Closest fingerprint",
-    "Score gap": "Score gap",
-    "Sample all Astra channels": "Sample all Astra channels",
-    "Sampling queued. Results will refresh automatically.": "Sampling queued. Results will refresh automatically.",
-    "This sends up to 3 independent requests per enabled Astra channel. Upstream costs are paid by the platform, not customer tokens. Existing tasks will not be duplicated. Please allow at least 5 minutes between rounds.": "This sends up to 3 independent requests per enabled Astra channel. Upstream costs are paid by the platform, not customer tokens. Existing tasks will not be duplicated. Please allow at least 5 minutes between rounds.",
-    "Confirm and sample": "Confirm and sample",
-    "Astra sampling is disabled": "Astra sampling is disabled",
-    "Please wait five minutes between sampling rounds": "Please wait five minutes between sampling rounds",
-    "Service support provided by Crash Workshop Cloud Computing": "Service support provided by Crash Workshop Cloud Computing",
-    "Test pelican": "Test pelican",
-    "Test fingerprint": "Test fingerprint",
-    "Manual detection uses your wallet balance.": "Manual detection uses your wallet balance.",
-    "Detection finished": "Detection finished",
-    "Detection in progress": "Detection in progress",
-    "Charged": "Charged",
-    "Usage details": "Usage details",
-    "Detection could not be completed. Only measured usage is charged.": "Detection could not be completed. Only measured usage is charged.",
-    "Confirm paid detection": "Confirm paid detection",
-    "One channel, {{calls}} requests, group ratio {{ratio}}x.": "One channel, {{calls}} requests, group ratio {{ratio}}x.",
-    "Reserved": "Reserved",
-    "Charged by actual usage. Unused reservation is refunded; classification failures may still incur generation costs.": "Charged by actual usage. Unused reservation is refunded; classification failures may still incur generation costs.",
-    "Confirm and detect": "Confirm and detect",
-    "Normal": "Normal",
-    "Suspected degradation": "Suspected degradation",
-    "Unable to classify": "Unable to classify",
-    "Pelican detection": "Pelican detection",
-    "Last 6 hours": "Last 6 hours",
-    "{{normal}} normal / {{degraded}} suspected / {{unknown}} unknown / {{failed}} failed": "{{normal}} normal / {{degraded}} suspected / {{unknown}} unknown / {{failed}} failed",
-    "Every 30 minutes, one work per Astra channel.": "Every 30 minutes, one work per Astra channel.",
-    "Recent detection results": "Recent detection results",
-    "User detection": "User detection",
-    "Automatic detection": "Automatic detection",
-    "Preview work": "Preview work",
-    "Pelican work preview": "Pelican work preview",
-    "No recent detections": "No recent detections",
-    "Non-Astra fingerprint": "Non-Astra fingerprint",
-    "{{downgraded}} downgraded / {{valid}} measured rounds": "{{downgraded}} downgraded / {{valid}} measured rounds",
-    "The rate uses the closest valid fingerprint: non-Astra results count as downgraded. Rounds without a valid fingerprint are excluded.": "The rate uses the closest valid fingerprint: non-Astra results count as downgraded. Rounds without a valid fingerprint are excluded.",
-    "Automatic detection: 15–60 minutes, adjusted when results change.": "Automatic detection: 15–60 minutes, adjusted when results change.",
-    "Current interval: {{minutes}} minutes": "Current interval: {{minutes}} minutes",
-    "Current intervals: {{min}}–{{max}} minutes": "Current intervals: {{min}}–{{max}} minutes",
-    "3 probes per channel.": "3 probes per channel.",
-    "One work per Astra channel.": "One work per Astra channel.",
-    "Eicy relay status": "Eicy relay status",
-    "Service status": "Service status",
-    "Live group status, model fingerprints and recent pelican works.": "Live group status, model fingerprints and recent pelican works.",
-    "Model fingerprint": "Model fingerprint",
-    "Not measured": "Not measured",
-    "Downgrade rate · last 6 hours": "Downgrade rate · last 6 hours",
-    "{{count}} measured rounds": "{{count}} measured rounds",
-    "Detection details": "Detection details",
-    "Recent pelican works": "Recent pelican works",
-    "Pelican sample {{number}}": "Pelican sample {{number}}",
-    "Sample {{number}}": "Sample {{number}}",
-    "No pelican works yet": "No pelican works yet",
-    "Available models": "Available models",
-    "{{normal}} / {{total}} groups operational": "{{normal}} / {{total}} groups operational",
-    "Updated at {{time}} · refreshes every minute": "Updated at {{time}} · refreshes every minute",
-    "No recent data": "No recent data",
-    "Manage display": "Manage display",
-    "Status page": "Status page",
-    "Public alias": "Public alias",
-    "Show publicly": "Show publicly",
-    "Open status page": "Open status page",
-    "Set public aliases and visibility for each group. Hidden groups are excluded from the public status API.": "Set public aliases and visibility for each group. Hidden groups are excluded from the public status API.",
-    "Display settings saved": "Display settings saved",
-    "Reset detection records": "Reset detection records",
-    "Confirm reset": "Confirm reset",
-    "Detection records reset": "Detection records reset",
-    "Reset fingerprint and pelican history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.": "Reset fingerprint and pelican history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.",
-    "Request and detection status by group": "Request and detection status by group",
-    "Availability history": "Availability history",
-    "Last 18 checks": "Last 18 checks",
-    "Refresh in {{seconds}}s": "Refresh in {{seconds}}s",
-    "Refreshing": "Refreshing",
-    "Past": "Past",
-    "Every 15 minutes": "Every 15 minutes",
-    "Updated at {{time}} · refreshes every 15 seconds": "Updated at {{time}} · refreshes every 15 seconds",
-    "View on manxue.ai": "View on manxue.ai",
-    "Average charged / 1M tokens": "Average charged / 1M tokens",
-    "Last 24 hours, all users. Actual charges divided by total input and output tokens. Historical average, not a price quote.": "Last 24 hours, all users. Actual charges divided by total input and output tokens. Historical average, not a price quote.",
-    "Automatic group settings": "Automatic group settings",
-    "Automatic grouping": "Automatic grouping",
-    "Choose automatically: low cost, fast response or stability": "Choose automatically: low cost, fast response or stability",
-    "Automatically choose from all groups you can access that support the requested model.": "Automatically choose from all groups you can access that support the requested model.",
-    "Routing preference": "Routing preference",
-    "Low cost first": "Low cost first",
-    "Fast response first": "Fast response first",
-    "Stability first": "Stability first",
-    "Prefer the lowest average actual charge per million tokens for this model over the last 24 hours.": "Prefer the lowest average actual charge per million tokens for this model over the last 24 hours.",
-    "Prefer the shortest average time to first token for this model.": "Prefer the shortest average time to first token for this model.",
-    "Prefer the highest recent request success rate for this model.": "Prefer the highest recent request success rate for this model.",
-    "Allow recently degraded groups": "Allow recently degraded groups",
-    "Off by default. Exclude groups flagged by the latest valid quality checks within 6 hours. Unknown results remain eligible.": "Off by default. Exclude groups flagged by the latest valid quality checks within 6 hours. Unknown results remain eligible.",
-    "Statistics cover the last 24 hours. Groups without samples are fallbacks, ordered by your applicable billing ratio. No price cap is applied.": "Statistics cover the last 24 hours. Groups without samples are fallbacks, ordered by your applicable billing ratio. No price cap is applied.",
-    "Settings take effect after saving the API key.": "Settings take effect after saving the API key.",
-    "Return to manual pool": "Return to manual pool",
-    "Retry a server error once in the same group, then switch and cool down for 10 minutes. A failed recovery probe switches immediately.": "Retry a server error once in the same group, then switch and cool down for 10 minutes. A failed recovery probe switches immediately.",
-    "Request and cache statistics: last 24 hours": "Request and cache statistics: last 24 hours",
-    "For reference only: insufficient request samples may cause very large errors in the average charge.": "For reference only: insufficient request samples may cause very large errors in the average charge.",
-    "Skip suspected degraded groups": "Skip suspected degraded groups",
-    "Skip non-Astra requests too": "Skip non-Astra requests too",
-    "Enabled by default for gpt-6-astra. Keep the last valid fingerprint and pelican conclusions until recovery or reset. Failed checks do not clear them.": "Enabled by default for gpt-6-astra. Keep the last valid fingerprint and pelican conclusions until recovery or reset. Failed checks do not clear them.",
-    "Uses the group Astra fingerprint and pelican checks; other models have not been individually tested. Off by default.": "Uses the group Astra fingerprint and pelican checks; other models have not been individually tested. Off by default.",
-    "Prefer your lowest effective group multiplier, including personal overrides.": "Prefer your lowest effective group multiplier, including personal overrides.",
-    "Speed and stability use recent request statistics. Price ordering always uses your effective multiplier and does not depend on sample size.": "Speed and stability use recent request statistics. Price ordering always uses your effective multiplier and does not depend on sample size.",
-    "Recent degradation": "Recent degradation",
-    "Personal rate": "Personal rate",
-    "Personal group multipliers": "Personal group multipliers",
-    "Final multipliers for all of this user’s keys. Zero is allowed. Removing an override restores the normal billing rules. Save separately below.": "Final multipliers for all of this user’s keys. Zero is allowed. Removing an override restores the normal billing rules. Save separately below.",
-    "Final multiplier": "Final multiplier",
-    "Choose distinct groups and finite, non-negative multipliers.": "Choose distinct groups and finite, non-negative multipliers.",
-    "Save personal multipliers": "Save personal multipliers",
-    "Group tags": "Group tags",
-    "Manual labels only; they do not change pricing, permissions or routing. Save new groups before editing their tags.": "Manual labels only; they do not change pricing, permissions or routing. Save new groups before editing their tags.",
-    "Custom tag": "Custom tag",
-    "Add tag": "Add tag",
-    "Use at most 20 tags, each no longer than 40 characters.": "Use at most 20 tags, each no longer than 40 characters.",
-    "Show recent degradation tag": "Show recent degradation tag",
-    "Automatic tag uses the latest valid Astra fingerprint or pelican result within 6 hours. Hiding it does not change routing or detection.": "Automatic tag uses the latest valid Astra fingerprint or pelican result within 6 hours. Hiding it does not change routing or detection.",
-    "Save group tags": "Save group tags",
-    "不降智": "No degradation",
-    "官Key": "Official key",
-    "伪官Key": "Unofficial key",
-    "Pro池": "Pro pool",
-    "Plus池": "Plus pool",
-    "打野": "Shared access",
     "不稳定": "Unstable",
-    "Loading API key settings. The empty fields below are not the saved configuration.": "Loading API key settings. The empty fields below are not the saved configuration.",
-    "For Astra requests, skip groups whose latest valid fingerprint or pelican result indicates degradation. Failed checks do not replace valid results; each check must recover or be reset. Groups with no valid result remain eligible.": "For Astra requests, skip groups whose latest valid fingerprint or pelican result indicates degradation. Failed checks do not replace valid results; each check must recover or be reset. Groups with no valid result remain eligible.",
-    "Prefer recent streaming model-test results: latest valid first-token time per channel within 6 hours, averaged across the group. Untested groups rank last.": "Prefer recent streaming model-test results: latest valid first-token time per channel within 6 hours, averaged across the group. Untested groups rank last.",
-    "Speed uses recent streaming model tests; stability uses request statistics. Price uses effective multipliers.": "Speed uses recent streaming model tests; stability uses request statistics. Price uses effective multipliers.",
-    "Prefer recent streaming model-test results: latest valid first-token time per channel within 1 hour, averaged across the group. Untested groups rank last.": "Prefer recent streaming model-test results: latest valid first-token time per channel within 1 hour, averaged across the group. Untested groups rank last.",
-    "Meow quick test · 32 probes per channel.": "Meow quick test · 32 probes per channel.",
-    "Valid probes {{count}}": "Valid probes {{count}}",
-    "Meow strong evidence for Astra counts as matched; strong evidence for another model counts as downgraded. Inconclusive rounds are excluded. Pelican quality is assessed separately.": "Meow strong evidence for Astra counts as matched; strong evidence for another model counts as downgraded. Inconclusive rounds are excluded. Pelican quality is assessed separately.",
-    "This sends 32 independent Meow probes per enabled Astra channel. Upstream costs are paid by the platform. Existing tasks will not be duplicated. Please allow at least 5 minutes between rounds.": "This sends 32 independent Meow probes per enabled Astra channel. Upstream costs are paid by the platform. Existing tasks will not be duplicated. Please allow at least 5 minutes between rounds.",
-    "Test benchmark": "Test benchmark",
-    "Meow benchmark · auxiliary": "Meow benchmark · auxiliary",
-    "Meow results are auxiliary and do not affect the fingerprint downgrade rate.": "Meow results are auxiliary and do not affect the fingerprint downgrade rate.",
-    "Recent benchmark results": "Recent benchmark results",
-    "ModelTrace · 3 independent probes per channel.": "ModelTrace · 3 independent probes per channel.",
-    "ModelTrace fingerprint": "ModelTrace fingerprint",
-    "ModelTrace is the primary signal. Three valid probes, at least 80% candidate probability and a 0.5 score gap are required for classification. Other rounds are inconclusive. Probabilities are relative to the candidate bank.": "ModelTrace is the primary signal. Three valid probes, at least 80% candidate probability and a 0.5 score gap are required for classification. Other rounds are inconclusive. Probabilities are relative to the candidate bank.",
-    "Live group status, ModelTrace fingerprints and auxiliary Meow benchmarks.": "Live group status, ModelTrace fingerprints and auxiliary Meow benchmarks.",
-    "Reset fingerprint and benchmark history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.": "Reset fingerprint and benchmark history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.",
-    "Candy test": "Candy test",
-    "Passed": "Passed",
-    "Not passed": "Not passed",
-    "{{normal}} passed / {{degraded}} not passed / {{failed}} failed to run": "{{normal}} passed / {{degraded}} not passed / {{failed}} failed to run",
-    "Candy question · one request per channel. Only an answer of 21 passes.": "Candy question · one request per channel. Only an answer of 21 passes.",
-    "Recent candy test results": "Recent candy test results"
-  },
-  "Retry a server error once in the same group. Switch and cool down for 10 minutes only when a backup is available; otherwise keep the current group. Streaming and non-streaming cooldowns are separate.": "Retry a server error once in the same group. Switch and cool down for 10 minutes only when a backup is available; otherwise keep the current group. Streaming and non-streaming cooldowns are separate."
+    "不降智": "No degradation",
+    "伪官Key": "Unofficial key",
+    "官Key": "Official key",
+    "打野": "Shared access"
+  }
 }
diff --git a/web/src/i18n/locales/fr.json b/web/src/i18n/locales/fr.json
index a802722..8fb88ea 100644
--- a/web/src/i18n/locales/fr.json
+++ b/web/src/i18n/locales/fr.json
@@ -1,16 +1,8 @@
 {
   "translation": {
-    "Auto-switch on group degradation": "Changer automatiquement de groupe en cas de dégradation",
-    "For Astra requests, skip groups whose latest valid fingerprint in the last 6 hours is non-Astra and continue through the group pool. Groups with no valid result remain eligible.": "For Astra requests, skip groups whose latest valid fingerprint in the last 6 hours is non-Astra and continue through the group pool. Groups with no valid result remain eligible.",
     "360": "360",
     "1000": "1000",
     "10000": "10000",
-    "Model verification": "Model verification",
-    "Response delivered": "Response delivered",
-    "Model verification: confirmation_timeout": "Model confirmation timed out",
-    "Model verification: missing_model": "Upstream model missing",
-    "Model verification: confirmation_buffer_limit": "Model confirmation data exceeded limit",
-    "Model verification: model_mismatch": "Response model mismatch",
     "_copy": "_copie",
     "，": ", ",
     ", and": ", et",
@@ -47,6 +39,7 @@
     "{{count}} announcements will be removed from the list.": "{{count}} annonces seront retirées de la liste.",
     "{{count}} API shortcuts will be removed from the list.": "{{count}} raccourcis API seront retirés de la liste.",
     "{{count}} available channels": "{{count}} canaux disponibles",
+    "{{count}} call samples": "{{count}} appels",
     "{{count}} channel(s) deleted": "{{count}} canal(canaux) supprimé(s)",
     "{{count}} channel(s) disabled": "{{count}} canal(canaux) désactivé(s)",
     "{{count}} channel(s) enabled": "{{count}} canal(canaux) activé(s)",
@@ -61,20 +54,23 @@
     "{{count}} FAQ entries will be removed from the list.": "{{count}} entrées de FAQ seront retirées de la liste.",
     "{{count}} hours ago": "il y a {{count}} heures",
     "{{count}} incidents": "{{count}} incidents",
-    "2xx, 504 and 524 are always excluded.": "2xx, 504 et 524 sont toujours exclus.",
     "{{count}} incidents in the last 24 hours": "{{count}} incidents au cours des dernières 24 heures",
     "{{count}} incidents in the last 30 days": "{{count}} incidents au cours des 30 derniers jours",
     "{{count}} IP(s)": "{{count}} IP",
+    "{{count}} linked model records": "{{count}} fiches de modèles associées",
+    "{{count}} log entries removed.": "{{count}} entrées de journal supprimées.",
+    "{{count}} measured rounds": "{{count}} measured rounds",
+    "{{count}} minutes ago": "il y a {{count}} minutes",
     "{{count}} model mapping(s)": "{{count}} correspondance(s) de modèle",
     "{{count}} model(s) redirected": "{{count}} modèle(s) redirigé(s)",
     "{{count}} model(s) skipped because another model derives the same request name": "{{count}} modèle(s) ignoré(s) car un autre modèle produit le même nom de requête",
     "{{count}} model(s) unchanged by the rule were skipped": "{{count}} modèle(s) non modifié(s) par la règle ont été ignoré(s)",
-    "{{count}} linked model records": "{{count}} fiches de modèles associées",
-    "{{count}} log entries removed.": "{{count}} entrées de journal supprimées.",
-    "{{count}} minutes ago": "il y a {{count}} minutes",
     "{{count}} models": "{{count}} modèles",
     "{{count}} months ago": "il y a {{count}} mois",
+    "{{count}} outside this view": "{{count}} hors de cette vue",
     "{{count}} override": "{{count}} remplacement",
+    "{{count}} permissions": "{{count}} autorisations",
+    "{{count}} permissions are no longer available": "{{count}} autorisations ne sont plus disponibles",
     "{{count}} providers": "{{count}} fournisseurs",
     "{{count}} records selected. Bulk actions are available.": "{{count}} fiches sélectionnées. Actions groupées disponibles.",
     "{{count}} selected": "{{count}} sélectionnés",
@@ -89,6 +85,7 @@
     "{{currency}} / {{unit}} tokens": "{{currency}} / {{unit}} jetons",
     "{{currency}} price per 1M input tokens.": "Prix en {{currency}} par million de tokens en entrée.",
     "{{currency}} price per 1M tokens.": "Prix en {{currency}} par million de tokens.",
+    "{{downgraded}} downgraded / {{valid}} measured rounds": "{{downgraded}} dégradés / {{valid}} tests",
     "{{field}} updated to {{value}}": "{{field}} mis à jour en {{value}}",
     "{{field}} updated to {{value}} for tag: {{tag}}": "{{field}} mis à jour en {{value}} pour le tag : {{tag}}",
     "{{first}} and {{second}}": "{{first}} et {{second}}",
@@ -99,13 +96,26 @@
     "{{modality}} not supported": "{{modality}} non pris en charge",
     "{{modality}} supported": "{{modality}} pris en charge",
     "{{n}} model(s) selected": "{{n}} modèle(s) sélectionné(s)",
+    "{{name}} called {{count}} times, cost {{quota}}": "{{name}} appelé {{count}} fois, coût {{quota}}",
+    "{{normal}} / {{total}} groups operational": "{{normal}} / {{total}} groups operational",
+    "{{normal}} normal / {{degraded}} suspected / {{unknown}} unknown / {{failed}} failed": "{{normal}} normal / {{degraded}} suspected / {{unknown}} unknown / {{failed}} failed",
+    "{{normal}} passed / {{degraded}} not passed / {{failed}} failed to run": "{{normal}} passed / {{degraded}} not passed / {{failed}} failed to run",
+    "{{normal}} passed / {{degraded}} not passed / {{incomplete}} capability incomplete / {{failed}} failed to run": "{{normal}} réussis / {{degraded}} non réussis / {{incomplete}} capacités incomplètes / {{failed}} erreurs d’exécution",
     "{{operation}} (ID: {{id}})": "{{operation}} (ID : {{id}})",
+    "{{percent}}% OFF": "-{{percent}} %",
     "{{processed}} of {{total}} log entries processed.": "{{processed}} sur {{total}} entrées de journal traitées.",
     "{{protocol}} auth name": "Nom d’authentification {{protocol}}",
     "{{protocol}} auth value": "Valeur d’authentification {{protocol}}",
     "{{protocol}} authentication": "Authentification {{protocol}}",
+    "{{provider}} login and registration has not been enabled by administrator": "L’administrateur n’a pas activé la connexion et l’inscription via {{provider}}",
+    "{{provider}} returned empty user info, please check settings": "{{provider}} a renvoyé des informations utilisateur vides, veuillez vérifier les paramètres",
+    "{{provider}} top-up succeeded, amount added: {{quota}}, payment amount: {{amount}}": "Recharge {{provider}} réussie, montant ajouté : {{quota}}, montant payé : {{amount}}",
+    "{{selected}} of {{total}} changed fields selected": "{{selected}} / {{total}} champs modifiés sélectionnés",
     "{{start}}–{{end}}": "{{start}}–{{end}}",
+    "{{success}} / {{checks}} checks succeeded": "{{success}} / {{checks}} checks succeeded",
     "{{success}} succeeded, {{failed}} failed": "{{success}} réussi(s), {{failed}} échoué(s)",
+    "{{suspect}} suspected / {{valid}} conclusive rounds": "{{suspect}} suspected / {{valid}} conclusive rounds",
+    "{{suspect}} suspected / {{valid}} measured rounds": "{{suspect}} suspected / {{valid}} measured rounds",
     "{{target}} test failed": "Échec du test de {{target}}",
     "{{target}} test succeeded": "Test de {{target}} réussi",
     "{{total}} models · {{syncable}} syncable · {{skipped}} skipped this time": "{{total}} modèles · {{syncable}} synchronisables · {{skipped}} ignorés cette fois",
@@ -115,13 +125,14 @@
     "{{value}}s": "{{value}} s",
     "@lobehub/icons key": "@lobehub/icons clé",
     "@lobehub/icons key name": "@lobehub/icons nom de la clé",
+    "/api/token/routing-preview": "/api/token/routing-preview",
     "/status/": "/status/",
     "/your/endpoint": "/votre/endpoint",
     "#1 App": "#1 App",
     "#1 by usage": "N° 1 d'utilisation",
     "#1 Model": "#1 Modèle",
     "% off": "% de réduction",
-    "`, and `-nothinking` suffixes while routing to the correct Gemini variant.": "`, et les suffixes `-nothinking` lors du routage vers la variante Gemini correcte.",
+    "`, `-nothinking`, and effort suffixes such as `-high` while routing to the correct Gemini variant. When off, model names are sent upstream unchanged.": "`, `-nothinking` et les suffixes d’effort tels que `-high` lors du routage vers la variante Gemini correcte. Désactivé, les noms de modèle sont envoyés en amont tels quels.",
     "© 2025 Your Company. All rights reserved.": "© 2025 Votre entreprise. Tous droits réservés.",
     "+{{count}} more": "+{{count}} de plus",
     "| Based on": "| Basé sur",
@@ -137,21 +148,31 @@
     "1 Month": "1M",
     "1 month ago": "Il y a 1 mois",
     "1 week ago": "Il y a 1 semaine",
+    "1 year": "1 an",
     "1 year ago": "Il y a 1 an",
     "1. Create an application in your Gotify server": "1. Créez une application sur votre serveur Gotify",
+    "1. Select models users call": "1. Sélectionner les modèles appelés",
+    "1. Select upstream models": "1. Sélectionner les modèles en amont",
     "10 / page": "10 / page",
     "100 / page": "100 / page",
     "14 Days": "14 jours",
+    "180 days": "180 jours",
     "192.168.1.1&#10;10.0.0.0/8": "192.168.1.1&#10;10.0.0.0/8",
     "1M": "1M",
     "1M token": "1M token",
     "1W": "1S",
     "2. Copy the application token": "2. Copiez le jeton de l'application",
+    "2. Set names users call": "2. Définir les noms pour les utilisateurs",
+    "2. Set upstream model names": "2. Définir les noms envoyés en amont",
     "20 / page": "20 / page",
     "24 Hours": "24 heures",
     "24 hours ago": "Il y a 24 heures",
     "29 Days": "29 jours",
+    "2xx, 504 and 524 are always excluded.": "2xx, 504 et 524 sont toujours exclus.",
+    "3 probes per channel.": "3 sondes par canal et par test.",
     "3. Enter your Gotify server URL and token above": "3. Saisissez l'URL de votre serveur Gotify et le jeton ci-dessus",
+    "3. Review mappings": "3. Vérifier les correspondances",
+    "30 days": "30 jours",
     "30 Days": "30 jours",
     "30 days ago": "Il y a 30 jours",
     "30d change": "Variation 30 j",
@@ -161,36 +182,25 @@
     "7 Days": "7 jours",
     "7 days ago": "Il y a 7 jours",
     "80,443,8080": "80,443,8080",
+    "90 days": "90 jours",
     "A billing multiplier. Lower ratios mean lower API call costs.": "Un multiplicateur de facturation. Plus le ratio est faible, plus le coût des appels API est bas.",
+    "A channel test task is already running or queued. Cannot start this manual task": "Une tâche de test des canaux est déjà en cours ou en attente. Impossible de lancer cette tâche manuelle",
+    "a dashboard login session is required": "une session de connexion au tableau de bord est requise",
     "A focused home for keys, balance, routing, and service health.": "Un accueil dédié aux clés, au solde, au routage et à l'état du service.",
     "A matching hash confirms the published file, not the safety of its code.": "Une empreinte identique confirme le fichier publié, pas la sécurité de son code.",
+    "A model update task is already running or queued. Cannot start this manual task": "Une tâche de mise à jour des modèles est déjà en cours ou en attente. Impossible de lancer cette tâche manuelle",
     "A Passkey created for www.example.com cannot be used on example.com. Keep the old website available so users can still verify there.": "Une clé d’accès créée pour www.example.com ne fonctionne pas sur example.com. Gardez l’ancien site accessible pour permettre aux utilisateurs de s’y authentifier.",
+    "A repair task is already running. Please try again later": "Une tâche de réparation est déjà en cours. Veuillez réessayer plus tard",
     "A security operation is already in progress.": "Une opération de sécurité est déjà en cours.",
     "A selected model no longer exists. Reload the model list.": "Un modèle sélectionné n’existe plus. Rechargez la liste.",
+    "A token can select at most {{max}} Auto groups": "Un jeton peut sélectionner au plus {{max}} groupes Auto",
+    "A token that never expires stays valid until you revoke it. Set an expiration date when possible.": "Un jeton qui n’expire jamais reste valide jusqu’à sa révocation. Définissez une date d’expiration si possible.",
     "A vendor with this name already exists.": "Un fournisseur porte déjà ce nom.",
     "About": "À propos",
-    "Group Status": "Group Status",
-    "Probe history": "Probe history",
-    "Endpoint probe": "Endpoint probe",
-    "Endpoint status": "Endpoint status",
-    "Auto-disabled": "Auto-disabled",
-    "Availability (24h)": "Availability (24h)",
-    "Monitoring status": "Monitoring status",
-    "Request cache hit rate": "Request cache hit rate",
-    "Token cache hit rate": "Token cache hit rate",
-    "Cache statistics: last 24 hours": "Cache statistics: last 24 hours",
-    "Every {{minutes}} minutes": "Every {{minutes}} minutes",
-    "No group monitors": "No group monitors",
-    "Status data is temporarily unavailable": "Status data is temporarily unavailable",
-    "Some services are unavailable": "Some services are unavailable",
-    "Some services are degraded": "Some services are degraded",
-    "History": "History",
-    "Now": "Now",
-    "Operational": "Operational",
-    "Degraded": "Degraded",
     "About {{days}} days left": "Environ {{days}} jours restants",
     "About pricing currency": "À propos de la devise de tarification",
     "Accept Unpriced Models": "Accepter les modèles non tarifés",
+    "Accept upstream certificates that fail validation, such as self-signed ones. Only enable for trusted internal upstreams.": "Accepte les certificats amont qui échouent à la validation, comme les certificats auto-signés. À n'activer que pour des serveurs amont internes de confiance.",
     "Accepts a JSON array of model identifiers that support the Imagine API.": "Accepte un tableau JSON d'identifiants de modèles qui prennent en charge l'API Imagine.",
     "Accepts comma-separated status codes and inclusive ranges.": "Accepte les codes de statut séparés par des virgules et les plages inclusives.",
     "Access a vast selection of models via a standard, unified API protocol. Power AI applications, manage digital assets, and connect the Future.": "Accédez à une vaste sélection de modèles via un protocole API standard et unifié. Propulsez les applications d'IA, gérez les actifs numériques et connectez le futur.",
@@ -210,8 +220,13 @@
     "Access previous conversations and start new ones.": "Accéder aux conversations précédentes et en démarrer de nouvelles.",
     "Access records": "Historique d’accès",
     "Access Token": "Jeton d'accès",
+    "Access token expired": "Jeton d’accès expiré",
+    "Access token expiry must be at least one hour from now.": "L’expiration du jeton d’accès doit être au moins une heure après maintenant.",
+    "Access token name must be 1 to 64 characters.": "Le nom du jeton d’accès doit comporter entre 1 et 64 caractères.",
+    "access token not found": "Jeton d’accès introuvable",
     "Access token revoked": "Jeton d’accès révoqué",
-    "Access tokens are shown only once": "Les jetons d'accès ne sont affichés qu'une seule fois",
+    "Access tokens": "Jetons d’accès",
+    "Access tokens cannot use this feature": "Les jetons d’accès ne peuvent pas utiliser cette fonctionnalité",
     "Access Zhipu models through the legacy API": "Accéder aux modèles Zhipu via l’ancienne API",
     "Access Zhipu models through the V4 API": "Accéder aux modèles Zhipu via l’API V4",
     "AccessKey / SecretAccessKey": "AccessKey / SecretAccessKey",
@@ -234,10 +249,13 @@
     "acknowledge the related legal risks": "reconnais les risques juridiques associés",
     "Across all groups": "Tous groupes confondus",
     "Action": "Action",
+    "Action {{action}}": "Action {{action}}",
     "Action confirmation": "Confirmation de l'action",
     "Actions": "Actions",
     "Actions for {{name}}": "Actions pour {{name}}",
     "Activate / Roll back": "Activer / Restaurer",
+    "Activate now": "Activer maintenant",
+    "Activating...": "Activation...",
     "active": "actif",
     "Active": "Actif",
     "Active apps": "Applications actives",
@@ -252,9 +270,10 @@
     "Actual Amount": "Montant réel",
     "Actual Model": "Modèle réel",
     "Actual Model:": "Modèle réel :",
-    "Adapt `-thinking` suffix requests to Anthropic native thinking behavior while keeping billing predictable.": "Adapter les requêtes avec le suffixe `-thinking` au comportement de pensée natif d’Anthropic tout en gardant une facturation prévisible.",
+    "Adapt `-thinking`, `-nothinking`, and effort suffixes such as `-high` to Anthropic native thinking behavior while keeping billing predictable. When off, model names are sent upstream unchanged.": "Adapter les requêtes avec les suffixes `-thinking`, `-nothinking` et les suffixes d’effort tels que `-high` au comportement de pensée natif d’Anthropic tout en gardant une facturation prévisible. Désactivé, les noms de modèle sont envoyés en amont tels quels.",
     "Add": "Ajouter",
     "Add \"{{value}}\"": "Ajouter \"{{value}}\"",
+    "Add {{added}} models and remove {{removed}} models": "Ajouter {{added}} modèles et en retirer {{removed}}",
     "Add {{count}} mapping(s)": "Ajouter {{count}} correspondance(s)",
     "Add {{title}}": "Ajouter {{title}}",
     "Add a group identifier to the auto assignment list.": "Ajouter un identifiant de groupe à la liste d'affectation automatique.",
@@ -290,6 +309,7 @@
     "Add Group": "Ajouter un groupe",
     "Add group rate limit": "Ajouter une limite de taux de groupe",
     "Add group rules": "Ajouter des règles de groupe",
+    "Add groups in the order they should be tried.": "Ajoutez les groupes dans l’ordre des tentatives.",
     "Add management route": "Ajouter une route de gestion",
     "Add Mapping": "Ajouter un mappage",
     "Add metadata": "Compléter",
@@ -300,6 +320,7 @@
     "Add model": "Ajouter un modèle",
     "Add Model": "Ajouter un modèle",
     "Add model pricing": "Ajouter une tarification de modèle",
+    "Add model rule": "Add model rule",
     "Add Models": "Ajouter des modèles",
     "Add new amount": "Ajouter un nouveau montant",
     "Add new redemption code(s) by providing necessary info.": "Ajouter de nouveaux codes de réduction en fournissant les informations nécessaires.",
@@ -316,6 +337,7 @@
     "Add route": "Ajouter une route",
     "Add routes individually or replace them from a template.": "Ajoutez des routes individuellement ou remplacez-les à partir d’un modèle.",
     "Add Row": "Ajouter une ligne",
+    "Add rule": "Ajouter une règle",
     "Add Rule": "Ajouter une règle",
     "Add rule group": "Ajouter un groupe de règles",
     "Add rules for a user group": "Ajouter des règles pour un groupe d’utilisateurs",
@@ -324,6 +346,7 @@
     "Add split": "Ajouter une branche",
     "Add subscription": "Ajouter un abonnement",
     "Add suffix": "Ajouter un suffixe",
+    "Add tag": "Add tag",
     "Add tags...": "Ajouter des étiquettes...",
     "Add template": "Ajouter un modèle",
     "Add tier": "Ajouter un palier",
@@ -338,6 +361,7 @@
     "Added": "Ajouts",
     "Added {{count}} model(s)": "{{count}} modèle(s) ajouté(s)",
     "Added {{count}} models from \"{{name}}\"": "{{count}} modèles ajoutés depuis « {{name}} »",
+    "Added models": "Modèles ajoutés",
     "Added once per request. Set to 0 for usage-only billing.": "Ajoutés une fois par requête. Saisissez 0 pour facturer uniquement l’usage.",
     "Added successfully": "Ajouté avec succès",
     "Added to the usage cost. Set to 0 for no additional charge.": "Montant ajouté au coût d’usage. Saisissez 0 pour ne rien ajouter.",
@@ -356,6 +380,7 @@
     "Adjust response formatting, prompt behavior, proxy, and upstream automation.": "Ajustez le formatage des réponses, le comportement des prompts, le proxy et l’automatisation amont.",
     "Adjust the appearance and layout to suit your preferences.": "Ajustez l'apparence et la mise en page selon vos préférences.",
     "Adjust user quota": "Modifier le quota utilisateur",
+    "Adjusted by the channel adaptor": "Ajusté par l'adaptateur du canal",
     "Adjustment mode": "Mode de modification",
     "Admin": "Administrateur",
     "Admin access required": "Accès administrateur requis",
@@ -364,8 +389,12 @@
     "Admin notes (only visible to admins)": "Notes d'administration (visibles uniquement par les administrateurs)",
     "Admin Only": "Administrateur uniquement",
     "Admin Permissions": "Autorisations administrateur",
+    "Admin permissions updated": "Autorisations administrateur mises à jour",
     "Administer user accounts and roles.": "Gérer les comptes d'utilisateurs et les rôles.",
+    "Administration": "Administration",
     "Administrator account": "Compte administrateur",
+    "Administrator completed the order, amount added: {{quota}}, payment amount: {{amount}}": "Commande complétée par l'administrateur, montant ajouté : {{quota}}, montant payé : {{amount}}",
+    "Administrator reset the quota of subscription plan {{plan_title}} (ID: {{plan_id}})": "L'administrateur a réinitialisé le quota de l'offre d'abonnement {{plan_title}} (ID : {{plan_id}})",
     "Administrator username": "Nom d'utilisateur administrateur",
     "Advance next reset time": "Avancer la prochaine réinitialisation",
     "Advanced": "Avancé",
@@ -381,7 +410,10 @@
     "Advanced text editing": "Édition de texte avancée",
     "Aesthetic style": "Style esthétique",
     "Affected windows:": "Fenêtres affectées :",
+    "Affinity cache hit": "Affinity cache hit",
     "Affinity cache settings": "Cache d’affinité",
+    "Affinity candidate unavailable": "Affinity candidate unavailable",
+    "Affinity correlation": "Affinity correlation",
     "After clicking the button, you'll be asked to authorize the bot": "Après avoir cliqué sur le bouton, il vous sera demandé d'autoriser le bot",
     "After conversion": "Après conversion",
     "After conversion, expression reservation and rounding rules apply. Effective unit prices are preserved; individual rounded charges may differ.": "Après conversion, les règles de réservation et d’arrondi des expressions s’appliquent. Les prix unitaires effectifs sont conservés, mais les montants arrondis peuvent différer.",
@@ -458,6 +490,8 @@
     "Allow metadata sync": "Autoriser la synchronisation des métadonnées",
     "Allow new users to register": "Autoriser les nouveaux utilisateurs à s'inscrire",
     "Allow Private IPs": "Autoriser les IP privées",
+    "Allow querying user quota": "Autoriser la consultation du quota utilisateur",
+    "Allow recently degraded groups": "Allow recently degraded groups",
     "Allow registration with password": "Autoriser l'inscription avec mot de passe",
     "Allow requests to private IP ranges (10.0.0.0/8, 172.16.0.0/12, 192.168.0.0/16)": "Autoriser les requêtes vers les plages d'adresses IP privées (10.0.0.0/8, 172.16.0.0/12, 192.168.0.0/16)",
     "Allow Retry": "Autoriser la relance",
@@ -469,6 +503,7 @@
     "Allow upstream callbacks": "Autoriser les callbacks en amont",
     "Allow users to check in daily for random quota rewards": "Permettre aux utilisateurs de se connecter quotidiennement pour des récompenses de quota aléatoires",
     "Allow users to enter promo codes": "Autoriser les utilisateurs à saisir des codes promotionnels",
+    "Allow users to export logs": "Autoriser les utilisateurs à exporter les journaux",
     "Allow users to log in with password": "Autoriser les utilisateurs à se connecter avec un mot de passe",
     "Allow users to register and sign in with Passkey (WebAuthn)": "Autoriser les utilisateurs à s'inscrire et se connecter avec une clé d'accès (Passkey) (WebAuthn)",
     "Allow users to sign in with Discord": "Autoriser les utilisateurs à se connecter avec Discord",
@@ -486,6 +521,7 @@
     "Allowed Passkey websites": "Sites autorisés pour les Passkeys",
     "Allowed Ports": "Ports autorisés",
     "Allows selected fields to be overwritten after a sync preview. No automatic synchronization.": "Autorise l’écrasement des champs sélectionnés après aperçu. Aucune synchronisation automatique.",
+    "Already checked in today": "Vous avez déjà fait l'enregistrement aujourd'hui",
     "Already have an account?": "Vous avez déjà un compte ?",
     "Also remove custom pricing": "Supprimer aussi les prix personnalisés",
     "Also remove from all channels": "Retirer aussi de tous les canaux",
@@ -508,6 +544,13 @@
     "An unknown error occurred": "Une erreur inconnue est survenue",
     "Analyze data": "Analyser les données",
     "and": "et",
+    "Announcement #{{index}} content cannot exceed 500 characters": "Le contenu de l'annonce n° {{index}} ne peut pas dépasser 500 caractères",
+    "Announcement #{{index}} has an invalid publish date format": "L'annonce n° {{index}} a un format de date de publication invalide",
+    "Announcement #{{index}} has an invalid type value": "L'annonce n° {{index}} a une valeur de type invalide",
+    "Announcement #{{index}} is missing the content field": "L'annonce n° {{index}} n'a pas de champ de contenu",
+    "Announcement #{{index}} is missing the publish date field": "L'annonce n° {{index}} n'a pas de champ de date de publication",
+    "Announcement #{{index}} note cannot exceed 100 characters": "La note de l'annonce n° {{index}} ne peut pas dépasser 100 caractères",
+    "Announcement #{{index}} publish date cannot be empty": "La date de publication de l'annonce n° {{index}} ne peut pas être vide",
     "Announcement added. Click \"Save Settings\" to apply.": "Annonce ajoutée. Cliquez sur \"Enregistrer les paramètres\" pour appliquer.",
     "Announcement content": "Contenu de l'annonce",
     "Announcement deleted. Click \"Save Settings\" to apply.": "Annonce supprimée. Cliquez sur \"Enregistrer les paramètres\" pour appliquer.",
@@ -515,11 +558,14 @@
     "Announcement displayed to users (supports Markdown & HTML)": "Annonce affichée aux utilisateurs (prend en charge Markdown et HTML)",
     "Announcement updated. Click \"Save Settings\" to apply.": "Annonce mise à jour. Cliquez sur \"Enregistrer les paramètres\" pour appliquer.",
     "Announcements": "Annonces",
+    "Announcements cannot exceed 100 entries": "Les annonces ne peuvent pas dépasser 100 entrées",
     "Announcements saved successfully": "Annonces enregistrées avec succès",
+    "Another log export is running. Try again after it finishes.": "Une autre exportation de journaux est en cours. Réessayez quand elle sera terminée.",
     "Answer": "Réponse",
     "Answers for common access and billing questions": "Réponses aux questions courantes sur l'accès et la facturation",
     "Anthropic": "Anthropic",
     "Anthropic Messages to OpenAI Chat": "Anthropic Messages vers OpenAI Chat",
+    "Anthropic Messages to OpenAI Responses": "Anthropic Messages vers OpenAI Responses",
     "Any condition": "Au moins une condition",
     "Any Match (OR)": "N'importe laquelle (OR)",
     "Anyone can publish an index. A plugin installed from a third-party source has the same access as one you upload by hand: review its source before installing.": "N’importe qui peut publier un index. Un plugin installé depuis une source tierce a exactement les mêmes accès qu’un plugin importé à la main : examinez son code avant de l’installer.",
@@ -532,7 +578,19 @@
     "API Base URL *": "URL de base de l'API *",
     "API Endpoints": "Points de terminaison API",
     "API Info": "Infos API",
+    "API info #{{index}} contains disallowed content": "L'information API n° {{index}} contient du contenu non autorisé",
+    "API info #{{index}} description cannot exceed 200 characters": "La description de l'information API n° {{index}} ne peut pas dépasser 200 caractères",
+    "API info #{{index}} has a URL that cannot be parsed: {{error}}": "L'URL de l'information API n° {{index}} ne peut pas être analysée : {{error}}",
+    "API info #{{index}} has an invalid color value": "L'information API n° {{index}} a une valeur de couleur invalide",
+    "API info #{{index}} has an invalid URL format": "L'information API n° {{index}} a un format d'URL invalide",
+    "API info #{{index}} is missing the color field": "L'information API n° {{index}} n'a pas de champ de couleur",
+    "API info #{{index}} is missing the description field": "L'information API n° {{index}} n'a pas de champ de description",
+    "API info #{{index}} is missing the route description field": "L'information API n° {{index}} n'a pas de champ de description de la route",
+    "API info #{{index}} is missing the URL field": "L'information API n° {{index}} n'a pas de champ URL",
+    "API info #{{index}} route description cannot exceed 100 characters": "La description de la route de l'information API n° {{index}} ne peut pas dépasser 100 caractères",
+    "API info #{{index}} URL cannot exceed 500 characters": "L'URL de l'information API n° {{index}} ne peut pas dépasser 500 caractères",
     "API info added. Click \"Save Settings\" to apply.": "Informations API ajoutées. Cliquez sur \"Enregistrer les paramètres\" pour appliquer.",
+    "API info cannot exceed 50 entries": "Les informations API ne peuvent pas dépasser 50 entrées",
     "API info deleted. Click \"Save Settings\" to apply.": "Informations API supprimées. Cliquez sur \"Enregistrer les paramètres\" pour appliquer.",
     "API info saved successfully": "Informations API enregistrées avec succès",
     "API info updated. Click \"Save Settings\" to apply.": "Informations API mises à jour. Cliquez sur \"Enregistrer les paramètres\" pour appliquer.",
@@ -553,6 +611,7 @@
     "API Key mode: use APIKey|Region": "Mode clé API : utiliser APIKey|Region",
     "API Key Quota": "Quota de la clé API",
     "API Key updated successfully": "Clé API mise à jour avec succès",
+    "API keys": "Clés API",
     "API Keys": "Clés API",
     "API Private Key": "Clé privée de l'API",
     "API Requests": "Requêtes API",
@@ -599,6 +658,7 @@
     "Apply Overwrite": "Appliquer l'écrasement",
     "Apply plan": "Appliquer le plan",
     "Apply reset": "Appliquer la réinitialisation",
+    "Apply selected changes": "Appliquer les changements sélectionnés",
     "Apply Sync": "Appliquer la synchronisation",
     "Apply to all rows": "Appliquer à toutes les lignes",
     "Apply to draft": "Appliquer au brouillon",
@@ -633,10 +693,18 @@
     "Array of chat client presets. Each item is an object with one key-value pair: client name and its URL.": "Tableau de préréglages de clients de chat. Chaque élément est un objet avec une paire clé-valeur : nom du client et son URL.",
     "Artifacts": "Artefacts",
     "Asc": "Asc",
+    "Ascending": "Croissant",
     "Ask anything": "Demandez n'importe quoi",
     "Assign models from the model list to see them here.": "Attribuez des modèles à ce fournisseur depuis la liste des modèles.",
     "Assigned by administrator only": "Attribué uniquement par l'administrateur",
     "Assigned by administrators and used to represent a user level, such as default or vip.": "Attribué par les administrateurs pour représenter un niveau utilisateur, comme default ou vip.",
+    "Astra · {{hours}}h": "Astra · {{hours}}h",
+    "Astra auto-switch and charges": "Astra auto-switch and charges",
+    "Astra auto-switch is now controlled by each API key. This legacy channel setting no longer affects requests.": "Astra auto-switch is now controlled by each API key. This legacy channel setting no longer affects requests.",
+    "Astra fingerprint sampling": "Astra fingerprint sampling",
+    "Astra model detection": "Astra model detection",
+    "Astra preferred group": "Groupe prioritaire Astra",
+    "Astra sampling is disabled": "Astra sampling is disabled",
     "Async": "Asynchrone",
     "Async task polling": "Interrogation des tâches asynchrones",
     "Async Task Public Address": "Adresse publique des tâches asynchrones",
@@ -645,6 +713,8 @@
     "At least one valid key source is required": "Au moins une source de clé valide est requise",
     "Attach": "Joindre",
     "Attempt": "Tentative",
+    "Attempt history unavailable": "Attempt history unavailable",
+    "Attempt status": "Attempt status",
     "Audio": "Audio",
     "Audio and Realtime pricing must be converted manually.": "Les tarifs audio et Realtime doivent être convertis manuellement.",
     "Audio and text-only requests keep their respective pricing.": "Les requêtes audio et texte seul conservent leurs tarifs respectifs.",
@@ -653,6 +723,7 @@
     "Audio In": "Entrée audio",
     "Audio input": "Entrée audio",
     "Audio Input": "Entrée audio",
+    "Audio input cost {{quota}}": "Coût de l'entrée audio {{quota}}",
     "Audio input price": "Prix d’entrée audio",
     "Audio Input Price": "Prix entrée audio",
     "Audio Out": "Sortie audio",
@@ -697,6 +768,8 @@
     "Auto Ban": "Bannissement automatique",
     "Auto detect (default)": "Détection automatique (par défaut)",
     "Auto Disabled": "Désactivé automatiquement",
+    "Auto group {{group}} is duplicated": "Le groupe Auto {{group}} est en double",
+    "Auto group {{group}} is unavailable or unauthorized": "Le groupe Auto {{group}} est indisponible ou non autorisé",
     "Auto group behavior": "Comportement du groupe auto",
     "Auto Group Chain": "Chaîne de groupes automatique",
     "Auto group order": "Ordre des groupes Auto",
@@ -712,13 +785,25 @@
     "Auto-disable status codes": "Codes de statut de désactivation auto",
     "Auto-disable-enabled channels only": "Canaux avec désactivation automatique uniquement",
     "Auto-disable-enabled mode probes non-manually-disabled channels with auto-disable enabled.": "Ce mode sonde uniquement les canaux dont la désactivation automatique est activée et qui ne sont pas désactivés manuellement.",
+    "Auto-disabled": "Auto-disabled",
     "Auto-discover": "Découverte automatique",
     "Auto-discovers endpoints from the provider": "Découvre automatiquement les points de terminaison du fournisseur",
     "Auto-fill when one field exists and another is missing": "Remplissage automatique si un champ existe et l'autre est manquant",
     "Auto-refreshing every {{seconds}}s": "Actualisation automatique toutes les {{seconds}} s",
     "Auto-retry status codes": "Codes de statut de nouvelle tentative auto",
+    "Auto-switch on Astra model mismatch": "Auto-switch on Astra model mismatch",
+    "Auto-switch on group degradation": "Changer automatiquement de groupe en cas de dégradation",
+    "Automatic detection": "Automatic detection",
+    "Automatic detection: 15–60 minutes, adjusted when results change.": "Détection automatique : 15 à 60 minutes, selon les changements de résultat.",
     "Automatic from system website address": "Automatique depuis l’adresse du site système",
+    "Automatic group settings": "Automatic group settings",
+    "Automatic grouping": "Automatic grouping",
+    "Automatic sampling paused": "Automatic sampling paused",
     "Automatic selection": "Sélection auto",
+    "Automatic tag uses the latest valid Astra fingerprint or pelican result within 6 hours. Hiding it does not change routing or detection.": "Automatic tag uses the latest valid Astra fingerprint or pelican result within 6 hours. Hiding it does not change routing or detection.",
+    "Automatic tag uses the latest valid Astra fingerprint or vision result within 6 hours. Hiding it does not change routing or detection.": "Automatic tag uses the latest valid Astra fingerprint or vision result within 6 hours. Hiding it does not change routing or detection.",
+    "Automatic test every 45 minutes.": "Automatic test every 45 minutes.",
+    "Automatically choose from all groups you can access that support the requested model.": "Automatically choose from all groups you can access that support the requested model.",
     "Automatically disable channel on repeated failures": "Désactiver automatiquement le canal en cas d'échecs répétés",
     "Automatically disable channels exceeding this response time": "Désactiver automatiquement les canaux dépassant ce temps de réponse",
     "Automatically disable channels when tests fail": "Désactiver automatiquement les canaux lorsque les tests échouent",
@@ -726,16 +811,22 @@
     "Automatically replaces upstream callback URLs with the server address.": "Remplace automatiquement les URL des callbacks en amont par l'adresse du serveur.",
     "Automatically selects the best available group with circuit breaker mechanism": "Sélectionne automatiquement le meilleur groupe disponible avec un mécanisme de disjoncteur de circuit",
     "Automatically sync model list when upstream changes are detected": "Synchroniser automatiquement la liste des modèles lorsque des changements en amont sont détectés",
+    "Availability · {{hours}}h": "Availability · {{hours}}h",
+    "Availability (24h)": "Availability (24h)",
     "Availability (last 24h)": "Disponibilité (dernières 24 h)",
+    "Availability check · every {{minutes}} minutes": "Availability check · every {{minutes}} minutes",
+    "Availability history": "Availability history",
     "Available": "Disponible",
     "Available Balance": "Solde disponible",
     "Available channels: {{count}}": "Canaux : {{count}}",
     "Available credits are ordered by soonest expiration.": "Les crédits disponibles sont triés par expiration la plus proche.",
     "Available disk space": "Espace disque disponible",
+    "Available models": "Available models",
     "Available Models": "Modèles disponibles",
     "Available reset credits": "Crédits de réinitialisation disponibles",
     "Available Rewards": "Récompenses disponibles",
     "Available variables: {{provider}}, {{field}}, {{op}}, {{required}}, {{current}}, and paths such as {{current.roles}}.": "Variables disponibles : {{provider}}, {{field}}, {{op}}, {{required}}, {{current}}, ainsi que des chemins comme {{current.roles}}.",
+    "Average charged / 1M tokens": "Average charged / 1M tokens",
     "Average latency": "Latence moyenne",
     "Average latency, TTFT, and success rate by group": "Latence moyenne, TTFT et taux de réussite par groupe",
     "Average latency, TTFT, TPS, and success rate": "Latence moyenne, TTFT, TPS et taux de réussite",
@@ -746,6 +837,7 @@
     "Average TTFT": "TTFT moyen",
     "Awake engines": "Moteurs actifs",
     "AWS": "AWS",
+    "AWS API": "API AWS",
     "AWS Bedrock Claude Compat": "AWS Bedrock Claude Compat",
     "AWS Key Format": "Format de clé AWS",
     "Azure": "Azure",
@@ -767,7 +859,6 @@
     "Backup codes remaining: {{count}}": "Codes de secours restants : {{count}}",
     "Backup group": "Groupe de secours",
     "Backup groups": "备用分组池",
-    "No backup group": "Aucun groupe de secours",
     "Bad Request": "Requête invalide",
     "Badge Color": "Couleur du badge",
     "Baidu": "Baidu",
@@ -784,10 +875,12 @@
     "Balance updated: {{balance}}": "Solde mis à jour : {{balance}}",
     "Bar Chart": "Graphique en barres",
     "Bark Push URL": "URL de notification Bark",
+    "Bark push URL cannot be empty": "L’URL de notification Bark ne peut pas être vide",
     "Base": "Base",
     "Base address provided by your Epay service": "Adresse de base fournie par votre service Epay",
     "Base amount. Actual deduction = base amount × system group rate.": "Montant de base. Déduction réelle = montant de base × taux du groupe système.",
     "Base charge": "Frais de base",
+    "Base group ratios apply until you add an override.": "Les coefficients de base s’appliquent en l’absence de règle spécifique.",
     "Base input and output token prices for this tier.": "Prix de base des tokens en entrée et en sortie pour ce palier.",
     "Base input price only": "Prix d’entrée de base uniquement",
     "Base Limits": "Limites de base",
@@ -831,6 +924,7 @@
     "Batch updated channel status ({{count}}/{{total}} changed)": "Statuts des canaux mis à jour par lot ({{count}}/{{total}} modifiés)",
     "Batch upstream model update": "Mise à jour groupée des modèles en amont",
     "Batch upstream model updates applied: {{channels}} channels, {{added}} added, {{removed}} removed, {{fails}} failed": "Mises à jour par lot des modèles en amont appliquées : {{channels}} canaux, {{added}} ajoutés, {{removed}} supprimés, {{fails}} échoués",
+    "Batch-adding Vertex AI keys requires a JSON array, for example {{example}}. Check the input: {{error}}": "L'ajout groupé de clés Vertex AI nécessite un tableau JSON, par exemple {{example}}. Vérifiez la saisie : {{error}}",
     "Before conversion": "Avant conversion",
     "Best for single-tenant deployments. Pricing and billing options stay hidden.": "Idéal pour les déploiements mono-utilisateur. Les options de tarification et de facturation restent masquées.",
     "Best TTFT": "Meilleur TTFT",
@@ -840,18 +934,23 @@
     "Billable token breakdown": "Détail des tokens facturables",
     "Billed as default. No cell for this combination, so the base ratio of default applies — the 0.8 of vip plays no part.": "Facturé sous default. Aucune cellule pour cette combinaison, donc le taux de base de default s’applique — le 0,8 de vip ne joue aucun rôle.",
     "Billed as premium. The highlighted cell matches, so the override 0.3 applies.": "Facturé sous premium. La cellule surlignée correspond, donc le remplacement 0,3 s’applique.",
+    "Billed per request": "Facturé par requête",
     "Billing": "Facturation",
     "Billing & Payment": "Facturation et paiement",
     "Billing currency": "Devise de facturation",
     "Billing Details": "Détails de facturation",
     "Billing expression": "Expression de facturation",
+    "Billing expressions must be a JSON object mapping models to expressions: {{error}}": "Les expressions de facturation doivent être un objet JSON associant les modèles aux expressions : {{error}}",
     "Billing group": "Groupe de facturation",
     "Billing group = default (the token has a group, so use it)": "Groupe de facturation = default (le jeton a un groupe, on l’utilise)",
     "Billing group = premium (the token has a group, so use it)": "Groupe de facturation = premium (le jeton a un groupe, on l’utilise)",
     "Billing group = vip (the token has no group, so use the user group)": "Groupe de facturation = vip (le jeton n’a pas de groupe, on utilise le groupe de l’utilisateur)",
+    "Billing group ratio": "Billing group ratio",
     "Billing History": "Historique de facturation",
+    "Billing management": "Gestion de la facturation",
     "Billing Mode": "Mode de facturation",
     "Billing parameters": "Paramètres de facturation",
+    "Billing parameters: {{params}}": "Paramètres de facturation : {{params}}",
     "Billing Path": "Chemin de facturation",
     "Billing Process": "Processus de facturation",
     "Billing rule: each call is billed as the token group (falling back to the user group when the token has none). The base ratio always comes from that billing group, not from the user group. To give a user group a special price on another billing group, add an entry in the override matrix.": "Règle de facturation : chaque appel est facturé selon le groupe du jeton (à défaut, le groupe de l’utilisateur). Le taux de base provient toujours de ce groupe de facturation, pas du groupe de l’utilisateur. Pour accorder à un groupe d’utilisateurs un tarif spécial sur un autre groupe de facturation, ajoutez une entrée dans la matrice de remplacement.",
@@ -866,6 +965,7 @@
     "Bind WeChat": "Lier WeChat",
     "Bind WeChat Account": "Lier le compte WeChat",
     "Binding Information": "Informations de liaison",
+    "Binding successful": "Liaison réussie",
     "Binding successful!": "Liaison réussie !",
     "Binding Type": "Type de liaison",
     "Binding your {{provider}} account": "Liaison de votre compte {{provider}}",
@@ -880,6 +980,7 @@
     "Blocked keywords": "Mots-clés bloqués",
     "Blocks messages when sensitive keywords are detected.": "Bloque les messages lorsque des mots-clés sensibles sont détectés.",
     "Body param": "Paramètre de corps",
+    "Bonus for inviting a user {{quota}}": "Bonus pour l'invitation d'un utilisateur {{quota}}",
     "Boolean": "Booléen",
     "Border radius": "Rayon de bordure",
     "Bot Name": "Nom du bot",
@@ -933,6 +1034,7 @@
     "Cache Read": "Lecture du cache",
     "Cache read price": "Prix de lecture du cache",
     "Cache repeated prompt prefixes for cheaper, faster reuse": "Mettre en cache les préfixes répétés pour une réutilisation plus rapide et moins coûteuse",
+    "Cache statistics: last 24 hours": "Cache statistics: last 24 hours",
     "Cache write": "Écriture du cache",
     "Cache Write": "Écriture du cache",
     "Cache Write (1h)": "Écriture cache (1h)",
@@ -943,6 +1045,7 @@
     "Cached tokens": "Tokens en cache",
     "Calculated price: ${{price}} per 1M tokens": "Prix calculé : ${{price}} par 1M tokens",
     "Calculated ratio: {{ratio}}": "Ratio calculé : {{ratio}}",
+    "Calculating priority...": "Calcul de la priorité…",
     "Calculating...": "Calcul en cours...",
     "Call 1: the token group is premium": "Appel 1 : le groupe du jeton est premium",
     "Call 2: the token group is default": "Appel 2 : le groupe du jeton est default",
@@ -955,10 +1058,24 @@
     "Callback Caller IP": "IP de l’appelant du callback",
     "Callback notification URL": "URL de notification de rappel",
     "Callback Payment Method": "Moyen de paiement (callback)",
+    "Callback URL configuration error": "Erreur de configuration de l'URL de rappel",
     "Callback URL format": "Format de l'URL de rappel",
     "Cancel": "Annuler",
     "Cancelled": "Annulé",
     "Cancelled at": "Annulé le",
+    "Candidate channels": "Candidate channels",
+    "Candidate list truncated; at most 100 candidates are stored per attempt.": "Candidate list truncated; at most 100 candidates are stored per attempt.",
+    "Candy question · one request per channel. Only an answer of 21 passes.": "Candy question · one request per channel. Only an answer of 21 passes.",
+    "Candy test": "Candy test",
+    "Cannot create users with permission level equal to or higher than yourself": "Impossible de créer un utilisateur de niveau d’autorisation égal ou supérieur au vôtre",
+    "Cannot delete super administrator account": "Impossible de supprimer le compte super administrateur",
+    "Cannot delete the last key": "Impossible de supprimer la dernière clé",
+    "Cannot demote super administrator user": "Impossible de rétrograder le super administrateur",
+    "Cannot disable super administrator user": "Impossible de désactiver le super administrateur",
+    "Cannot enable {{provider}}. Enter the {{provider}} Client ID and Client Secret first.": "Impossible d'activer {{provider}}. Saisissez d'abord le Client ID et le Client Secret de {{provider}}.",
+    "Cannot enable the email domain restriction. Enter the allowed email domains first.": "Impossible d'activer la restriction de domaine e-mail. Saisissez d'abord les domaines autorisés.",
+    "Cannot enable Turnstile verification. Enter the Turnstile settings first.": "Impossible d'activer la vérification Turnstile. Saisissez d'abord les paramètres Turnstile.",
+    "Cannot enable WeChat login. Enter the WeChat login settings first.": "Impossible d'activer la connexion WeChat. Saisissez d'abord les paramètres de connexion WeChat.",
     "Capabilities": "Capacités",
     "Caps the response length": "Limite la longueur de la réponse",
     "Capture a reusable bundle of models, tags, or endpoints.": "Capturez un ensemble réutilisable de modèles, d'étiquettes ou de points de terminaison.",
@@ -980,16 +1097,21 @@
     "Change model vendor": "Changer le fournisseur des modèles",
     "Change Password": "Changer le mot de passe",
     "Change provider": "Changer de fournisseur",
+    "Change system settings and custom OAuth providers, and sync prices.": "Modifier les paramètres système et les fournisseurs OAuth personnalisés, et synchroniser les prix.",
     "Change the Passkey domain?": "Changer le domaine des clés d’accès ?",
     "Change To": "Changer en",
+    "Change upstream model names": "Modifier les noms envoyés en amont",
     "Change vendor": "Changer de fournisseur",
+    "Change your display name and personal settings.": "Modifier votre nom d’affichage et vos paramètres personnels.",
     "Changed": "Modifications",
     "Changed / Total": "Modifiés / Total",
+    "Changed access token permissions": "Autorisations du jeton d’accès modifiées",
     "Changed Fields": "Champs modifiés",
     "Changed fields: {{fields}}": "Champs modifiés : {{fields}}",
     "Changelog": "Journal des modifications",
     "Changes are written to the settings draft on save.": "Les modifications sont écrites dans le brouillon des paramètres lors de l’enregistrement.",
     "Changes declared endpoint types and custom paths shown to users.": "Modifie les types de points de terminaison et les chemins personnalisés affichés aux utilisateurs.",
+    "Changes save on drop. You can undo the last move.": "Les changements sont enregistrés au dépôt. Vous pouvez annuler le dernier déplacement.",
     "Changes visibility in the model catalog. Channels remain configured separately.": "Modifie la visibilité dans le catalogue. Les canaux restent configurés séparément.",
     "Changes visibility in the model square. Channel status and existing API access are unchanged.": "Modifie la visibilité dans la galerie des modèles sans changer les canaux ni les accès API existants.",
     "Changes which model names inherit this metadata. Prices are not inherited.": "Modifie les noms de modèles qui héritent de ces métadonnées. Les prix ne sont pas hérités.",
@@ -999,6 +1121,7 @@
     "Channel {{name}} model {{model}}": "Canal {{name}} modèle {{model}}",
     "Channel Affinity": "Affinité de canal",
     "Channel affinity reuses the last successful channel based on keys extracted from the request context or JSON body.": "L'affinité de canal réutilise le dernier canal ayant réussi, en se basant sur les clés extraites du contexte de la requête ou du corps JSON.",
+    "Channel affinity settings are not initialized": "Les paramètres d'affinité de canal ne sont pas initialisés",
     "Channel Affinity: Upstream Cache Hit": "Affinité de canal : hit de cache en amont",
     "Channel availability and group access are derived from enabled channels. Importing metadata does not create a callable channel.": "La disponibilité et l’accès des groupes dépendent des canaux activés. Importer des métadonnées ne crée pas de canal utilisable.",
     "Channel configuration": "Configuration du canal",
@@ -1007,8 +1130,11 @@
     "Channel created successfully": "Canal créé avec succès",
     "Channel deleted successfully": "Canal supprimé avec succès",
     "Channel disable requested": "Désactivation du canal demandée",
+    "Channel disabled": "Channel disabled",
     "Channel disabled successfully": "Canal désactivé avec succès",
+    "Channel does not exist": "Le canal n'existe pas",
     "Channel enabled successfully": "Canal activé avec succès",
+    "Channel error": "Erreur de canal",
     "Channel Extra Settings": "Paramètres supplémentaires du canal",
     "Channel health": "État des canaux",
     "Channel health checks": "Contrôles de santé des canaux",
@@ -1020,6 +1146,11 @@
     "Channel Management": "Gestion des canaux",
     "Channel models": "Modèles de canaux",
     "Channel name is required": "Le nom du canal est requis",
+    "Channel no longer exists": "Channel no longer exists",
+    "Channel notifications": "Notifications des canaux",
+    "Channel priorities changed. Refresh and try again.": "Les priorités ont changé. Actualisez et réessayez.",
+    "Channel priorities saved": "Priorités des canaux enregistrées",
+    "Channel priority is outside the sortable range": "La priorité dépasse la plage de tri",
     "Channel selected": "Canal sélectionné",
     "Channel selection": "Sélection du canal",
     "Channel switching options": "Options de changement de canal",
@@ -1043,6 +1174,8 @@
     "Channels must also enable Auto Ban before automatic disabling can take effect.": "Chaque canal doit aussi activer la désactivation automatique pour que les règles s’appliquent.",
     "Character chat, storytelling, persona": "Discussion de personnages, narration, persona",
     "Charge.": "Facturer.",
+    "Charged": "Charged",
+    "Charged by actual usage. Unused reservation is refunded; classification failures may still incur generation costs.": "Charged by actual usage. Unused reservation is refunded; classification failures may still incur generation costs.",
     "Chart Preferences": "Préférences des graphiques",
     "Chart Settings": "Paramètres du graphique",
     "Chat": "Discuter",
@@ -1067,14 +1200,19 @@
     "Check resolved IPs against IP filters even when accessing by domain": "Vérifier les adresses IP résolues par rapport aux filtres IP même lors de l'accès par domaine",
     "Check the override matrix at row = user group, column = billing group. If that cell is set, use it. Otherwise use the billing group base ratio from the pricing table.": "Consultez la matrice de remplacement à la ligne = groupe d’utilisateurs, colonne = groupe de facturation. Si la cellule est définie, utilisez-la ; sinon utilisez le taux de base du groupe de facturation du tableau tarifaire.",
     "Check-in failed": "Échec de la connexion",
+    "Check-in failed, please try again later": "Échec de l'enregistrement, veuillez réessayer plus tard",
+    "Check-in failed: quota update error": "Échec de l'enregistrement : erreur de mise à jour du quota",
+    "Check-in feature is not enabled": "La fonction d'enregistrement n'est pas activée",
     "Check-in Rewards": "Récompenses de connexion quotidienne",
     "Check-in Settings": "Paramètres de connexion",
+    "Check-in successful": "Enregistrement réussi",
     "Check-in successful! Received": "Connexion réussie ! Reçu",
     "Checked in": "Vérifié",
     "Checking connection": "Vérification de la connexion",
     "Checking file integrity...": "Vérification du fichier…",
     "Checking name...": "Vérification du nom...",
     "Checking updates...": "Vérification des mises à jour...",
+    "Checking upstream models. Channel models will only change after confirmation.": "Vérification des modèles en amont. Les modèles du canal ne seront modifiés qu’après confirmation.",
     "checkout.session.completed": "checkout.session.completed",
     "checkout.session.expired": "checkout.session.expired",
     "Checks hourly while you are online, including pre-releases.": "Vérification chaque heure en ligne, versions préliminaires incluses.",
@@ -1082,17 +1220,21 @@
     "Chinese": "Chinois",
     "Choose a complete upstream protocol plan or edit individual route groups.": "Choisissez un plan de protocole amont complet ou modifiez les groupes de routes.",
     "Choose a provider or plugin to configure your channel.": "Choisissez un fournisseur ou une extension pour configurer le canal.",
+    "Choose a time at least one hour from now": "Choisissez une heure au moins une heure plus tard",
+    "Choose a time range of up to {{days}} days. The other filters on this page also apply.": "Choisissez une plage d'au plus {{days}} jours. Les autres filtres de la page s'appliquent aussi.",
     "Choose a username": "Choisir un nom d'utilisateur",
     "Choose a valid IANA timezone.": "Choisissez un fuseau horaire IANA valide.",
     "Choose an amount and payment method": "Choisir un montant et un mode de paiement",
     "Choose and order the groups this API key will try after its own group.": "选择并排列此 API 密钥在其自身分组之后将依次尝试的分组。",
     "Choose and order the groups this API key will try.": "Sélectionnez et ordonnez les groupes que cette clé API essaiera.",
     "Choose another file": "Choisir un autre fichier",
+    "Choose automatically: low cost, fast response or stability": "Choose automatically: low cost, fast response or stability",
     "Choose between default expanded, compact icon-only, or full layout mode": "Choisissez entre le mode d'affichage étendu par défaut, compact (icône uniquement) ou complet",
     "Choose between inset, floating, or standard sidebar layout": "Choisissez entre la disposition de la barre latérale intégrée, flottante ou standard",
     "Choose between left-to-right or right-to-left site direction": "Choisissez entre la direction du site de gauche à droite ou de droite à gauche",
     "Choose between system preference, light mode, or dark mode": "Choisissez entre la préférence système, le mode clair ou le mode sombre",
     "Choose channels to sync upstream ratio configurations from": "Choisissez les canaux à partir desquels synchroniser les configurations de ratio amont",
+    "Choose distinct groups and finite, non-negative multipliers.": "Choose distinct groups and finite, non-negative multipliers.",
     "Choose file": "Choisir un fichier",
     "Choose Group": "Choisir un groupe",
     "Choose how flow widths are calculated.": "Choisissez comment l'épaisseur des flux est calculée.",
@@ -1107,6 +1249,8 @@
     "Choose the domain used when this Passkey was created, then try again.": "Choisissez le domaine utilisé lors de la création de cette clé d’accès, puis réessayez.",
     "Choose where to fetch upstream metadata.": "Choisissez où récupérer les métadonnées amont.",
     "Choose which charts are selected by default when opening model analytics.": "Choisissez les graphiques sélectionnés par défaut à l'ouverture de l'analyse des modèles.",
+    "Ciallo check · passes when the response contains Ciallo.": "Ciallo check · passes when the response contains Ciallo.",
+    "Ciallo test": "Ciallo test",
     "Clamped to": "Limité à",
     "Claude": "Claude",
     "Claude CLI Header Passthrough": "Passthrough en-tête Claude CLI",
@@ -1130,6 +1274,7 @@
     "Clear cache for this rule": "Vider le cache de cette règle",
     "Clear chat history": "Effacer l'historique du chat",
     "Clear chat history?": "Effacer l'historique du chat ?",
+    "Clear field selection": "Tout désélectionner",
     "Clear filters": "Effacer les filtres",
     "Clear Mapping": "Effacer le mappage",
     "Clear mode flags in prompts": "Effacer les indicateurs de mode dans les prompts",
@@ -1178,6 +1323,7 @@
     "Close panel": "Fermer le panneau",
     "Close the panel to edit here": "Fermer le panneau pour modifier ici",
     "Close Today": "Fermer aujourd'hui",
+    "Closest fingerprint": "Closest fingerprint",
     "Cloudflare": "Cloudflare",
     "CNY": "CNY",
     "CNY per USD": "CNY par USD",
@@ -1199,6 +1345,7 @@
     "Collapse All": "Tout réduire",
     "Collapse panel": "Réduire le panneau",
     "Collect relay latency and success-rate metrics for the model square.": "Collecte les métriques de latence Relay et de taux de réussite pour la place des modèles.",
+    "Collecting usage": "Collecting usage",
     "Color": "Couleur",
     "Color is required": "La couleur est requise",
     "Color preset": "Préréglage de couleur",
@@ -1225,6 +1372,7 @@
     "Compare each vendor's token share since launch": "Comparer la part de tokens de chaque fournisseur depuis le lancement",
     "Compare prices and choose a source for each model.": "Comparez les prix et choisissez une source par modèle.",
     "Compare the most popular models on the platform": "Comparez les modèles les plus populaires de la plateforme",
+    "Compare the returned model with Astra and record the result. Detection alone does not reject responses. When disabled, response model checks and switching on model mismatch are off.": "Compare the returned model with Astra and record the result. Detection alone does not reject responses. When disabled, response model checks and switching on model mismatch are off.",
     "Comparison operator": "Opérateur de comparaison",
     "compatible API routes": "routes API compatibles",
     "Compatible API routes for common AI application workflows": "Routes API compatibles pour les workflows courants des applications d'IA",
@@ -1235,6 +1383,7 @@
     "Complete sign-in": "Finaliser la connexion",
     "Complete the invalid fields before saving or switching modes. The last valid expression is preserved.": "Corrigez les champs invalides avant de sauvegarder ou de changer de mode. La dernière expression valide est conservée.",
     "Complete these steps to finish the initial installation.": "Suivez ces étapes pour terminer l'installation initiale.",
+    "Complete top-up orders and manage subscription plans and user subscriptions.": "Finaliser les commandes de recharge et gérer les plans d’abonnement et les abonnements des utilisateurs.",
     "Completed": "Terminé",
     "Completed security verification": "Vérification de sécurité terminée",
     "Completed top-up order for the user": "Commande de recharge complétée pour l'utilisateur",
@@ -1242,9 +1391,11 @@
     "Completion price": "Prix de complétion",
     "Completion price ($/1M tokens)": "Prix de la complétion (USD/1M jetons)",
     "Completion ratio": "Ratio de complétion",
+    "Compliance confirmation fields cannot be changed through the general settings API": "Les champs de confirmation de conformité ne peuvent pas être modifiés via l'API des paramètres généraux",
     "Compliance confirmation required": "Confirmation de conformité requise",
     "Compliance confirmed": "Conformité confirmée",
     "Compliance confirmed successfully": "Conformité confirmée avec succès",
+    "Composition failed": "Échec de la composition",
     "Concatenate channel system prompt with user&apos;s prompt": "Concaténer l'invite système du canal avec l'invite de l'utilisateur",
     "Condition {{path}}": "Condition {{path}}",
     "Condition actions {{path}}": "Actions de la condition {{path}}",
@@ -1267,6 +1418,7 @@
     "Configuration required": "Configuration requise",
     "Configure": "Configurer",
     "Configure a Creem product for user recharge options.": "Configurez un produit Creem pour les options de recharge utilisateur.",
+    "Configure a custom ratio for \"{{userGroup}}\" users when using a specific token group.": "Définissez un coefficient personnalisé pour les utilisateurs de « {{userGroup}} » utilisant un groupe de jetons précis.",
     "Configure a custom ratio for when users use a specific token group.": "Configurer un ratio personnalisé lorsque les utilisateurs utilisent un groupe de jetons spécifique.",
     "Configure a group that users can select when creating API keys.": "Configurer un groupe que les utilisateurs peuvent sélectionner lors de la création de clés API.",
     "Configure a new custom OAuth provider for user authentication.": "Configurer un nouveau fournisseur OAuth personnalisé pour l'authentification des utilisateurs.",
@@ -1305,7 +1457,9 @@
     "Configured routes and latency checks": "Routes configurées et contrôles de latence",
     "Confirm": "Confirmer",
     "Confirm Action": "Confirmer l'action",
+    "Confirm and detect": "Confirm and detect",
     "Confirm and enable": "Confirmer et activer",
+    "Confirm and sample": "Confirm and sample",
     "Confirm Batch Update": "Confirmer la mise à jour par lot",
     "Confirm Billing Conflicts": "Confirmer les conflits de facturation",
     "Confirm both your current and new email addresses to finish this change.": "Confirmez votre adresse actuelle et la nouvelle pour terminer cette modification.",
@@ -1325,9 +1479,12 @@
     "Confirm invalidate": "Confirmer l'invalidation",
     "Confirm log cleanup": "Confirmer le nettoyage des journaux",
     "Confirm log file cleanup?": "Confirmer le nettoyage des fichiers journaux ?",
+    "Confirm model changes": "Confirmer les changements de modèles",
     "Confirm New Password": "Confirmer le nouveau mot de passe",
+    "Confirm paid detection": "Confirm paid detection",
     "Confirm password": "Confirmer le mot de passe",
     "Confirm Payment": "Confirmer le paiement",
+    "Confirm reset": "Confirm reset",
     "Confirm Selection": "Confirmer la sélection",
     "Confirm settings and finish setup": "Confirmez les paramètres et terminez la configuration",
     "confirm that I bear legal responsibility arising from deployment": "confirme assumer la responsabilité juridique découlant du déploiement",
@@ -1336,7 +1493,11 @@
     "Confirm Unbind": "Confirmer la dissociation",
     "Confirm usage reset": "Confirmer la réinitialisation de l’utilisation",
     "Confirm your identity before accessing this sensitive action.": "Confirmez votre identité avant cette opération sensible.",
+    "Confirm your identity before changing the account {{username}}.": "Confirmez votre identité avant de modifier le compte {{username}}.",
+    "Confirm your identity before creating an administrator account.": "Confirmez votre identité avant de créer un compte administrateur.",
+    "Confirm your identity before permanently deleting the account {{username}}.": "Confirmez votre identité avant de supprimer définitivement le compte {{username}}.",
     "Confirm your identity before removing this Passkey from your account.": "Confirmez votre identité avant de supprimer cette Passkey de votre compte.",
+    "Confirm your identity before unbinding {{provider}} from this user.": "Confirmez votre identité avant de dissocier {{provider}} de cet utilisateur.",
     "Confirm your identity with Two-factor Authentication before registering a Passkey.": "Confirmez votre identité avec l’authentification à deux facteurs avant d’enregistrer une Passkey.",
     "Confirmed at {{time}} by user #{{userId}}": "Confirmé le {{time}} par l’utilisateur #{{userId}}",
     "Confirmed payment compliance": "Conformité de paiement confirmée",
@@ -1351,6 +1512,7 @@
     "Connect to Coze bots": "Connecter des agents Coze",
     "Connect to DeepSeek model services": "Connecter les services de modèles DeepSeek",
     "Connect to Dify applications and workflows": "Connecter des applications et des workflows Dify",
+    "Connect to Doubao Seedance video and Seedream image generation through Volcengine Ark": "Connecter la génération de vidéos Doubao Seedance et d'images Seedream via Volcengine Ark",
     "Connect to FastGPT applications": "Connecter des applications FastGPT",
     "Connect to iFlytek Spark model services": "Connecter les services de modèles iFlytek Spark",
     "Connect to Jimeng image and video generation services": "Connecter les services de génération d’images et de vidéos Jimeng",
@@ -1360,10 +1522,10 @@
     "Connect to local or self-hosted Ollama models": "Connecter des modèles Ollama locaux ou auto-hébergés",
     "Connect to MiniMax model services": "Connecter les services de modèles MiniMax",
     "Connect to Mistral AI model services": "Connecter les services de modèles Mistral AI",
-    "Connect to model services from another New API instance": "Connecter les services de modèles d’une autre instance New API",
     "Connect to model services through a Sub2API gateway": "Connecter des services de modèles via une passerelle Sub2API",
     "Connect to models through the Google Gemini API": "Connecter des modèles via l’API Google Gemini",
     "Connect to Moonshot AI model services": "Connecter les services de modèles Moonshot AI",
+    "Connect to New API model services with support for multiple task plugins": "Accéder aux modèles via New API avec plusieurs plugins de tâches",
     "Connect to OpenAI models deployed on Azure": "Connecter les modèles OpenAI déployés sur Azure",
     "Connect to OpenAI Sora video generation services": "Connecter les services de génération vidéo OpenAI Sora",
     "Connect to Perplexity model services": "Connecter les services de modèles Perplexity",
@@ -1446,6 +1608,7 @@
     "Copy All Codes": "Copier tous les codes",
     "Copy all models": "Copier tous les modèles",
     "Copy API key": "Copier la clé API",
+    "Copy API URL": "Copier l’URL API",
     "Copy base URL": "Copier l’URL de base",
     "Copy billing expression": "Copier l’expression de facturation",
     "Copy callback URL": "Copier l'URL de rappel",
@@ -1468,6 +1631,7 @@
     "Copy redirect URL": "Copier l'URL de redirection",
     "Copy referral link": "Copier le lien de parrainage",
     "Copy Request Header": "Copier un en-tête de requête",
+    "Copy request ID": "Copy request ID",
     "Copy secret key": "Copier la clé secrète",
     "Copy selected codes": "Copier les codes sélectionnés",
     "Copy selected keys": "Copier les clés sélectionnées",
@@ -1476,6 +1640,7 @@
     "Copy source field to target field": "Copier le champ source vers le champ cible",
     "Copy the key and paste it here": "Copiez la clé et collez-la ici",
     "Copy this prompt and send it to an LLM (e.g. ChatGPT / Claude) to help design your billing expression.": "Copiez ce prompt et envoyez-le à un LLM (ex. ChatGPT / Claude) pour vous aider à concevoir votre expression de facturation.",
+    "Copy this token now. It will not be shown again.": "Copiez ce jeton maintenant. Il ne sera plus affiché.",
     "Copy to clipboard": "Copier dans le presse-papiers",
     "Copy token": "Copier le Jeton",
     "Copy URL": "Copier l'URL",
@@ -1485,6 +1650,8 @@
     "Core Configuration": "Configuration principale",
     "Core Features": "Fonctionnalités principales",
     "Core pricing": "Tarification principale",
+    "Correct the invalid settings before saving.": "Corrigez les paramètres invalides avant de les enregistrer.",
+    "Correlation key": "Correlation key",
     "Cost": "Coût",
     "Cost = 10 × 0.3 = 3": "Coût = 10 × 0,3 = 3",
     "Cost = 10 × 0.8 = 8": "Coût = 10 × 0,8 = 8",
@@ -1501,6 +1668,7 @@
     "Count": "Quantité",
     "Count must be between {{min}} and {{max}}": "Le nombre doit être compris entre {{min}} et {{max}}",
     "Counters and averages cover the period since the upstream metrics were initialized or reset.": "Compteurs et moyennes depuis l’initialisation ou la remise à zéro des métriques amont.",
+    "Coverage {{sampled}}/{{total}} · inconclusive {{unclear}} · failed {{errors}}": "Coverage {{sampled}}/{{total}} · inconclusive {{unclear}} · failed {{errors}}",
     "Coze": "Coze",
     "CPU": "Processeur",
     "CPU Threshold (%)": "Seuil CPU (%)",
@@ -1508,7 +1676,9 @@
     "Create a copy of:": "Créer une copie de :",
     "Create a key for your app or service": "Créer une clé pour votre application ou service",
     "Create a new user group to configure ratio overrides for.": "Créer un nouveau groupe d'utilisateurs pour configurer les remplacements de ratio.",
+    "Create access token": "Créer un jeton d’accès",
     "Create account": "Créer un compte",
+    "Create aliases for users": "Créer des alias pour les utilisateurs",
     "Create an account": "Créer un compte",
     "Create an API key to unlock the real request": "Créez une clé API pour débloquer la requête réelle",
     "Create and review invite or credit codes.": "Créer et examiner les codes d'invitation ou de crédit.",
@@ -1540,15 +1710,22 @@
     "Create succeeded": "Création réussie",
     "Create Vendor": "Créer un fournisseur",
     "Create your first group to reuse model, tag, or endpoint selections anywhere in the dashboard.": "Créez votre premier groupe pour réutiliser les sélections de modèles, de balises ou de points de terminaison n'importe où dans le tableau de bord.",
+    "Create, edit, and delete API keys.": "Créer, modifier et supprimer des clés API.",
+    "Create, edit, and delete deployments, and test connections.": "Créer, modifier et supprimer des déploiements, et tester les connexions.",
+    "Create, edit, and delete prefill groups.": "Créer, modifier et supprimer des groupes de préremplissage.",
+    "Create, edit, and delete redemption codes.": "Créer, modifier et supprimer des codes d’échange.",
+    "Create, edit, disable, and delete users, and reset their security settings.": "Créer, modifier, désactiver et supprimer des utilisateurs, et réinitialiser leurs paramètres de sécurité.",
     "Create, revoke, and audit API tokens.": "Créer, révoquer et auditer les jetons API.",
     "Created": "Créé",
     "Created {{count}} redemption codes named {{name}} ({{quota}} each)": "{{count}} codes de réduction nommés {{name}} créés ({{quota}} chacun)",
+    "Created {{time}}": "Créé le {{time}}",
     "Created a custom OAuth provider": "Fournisseur OAuth personnalisé créé",
     "Created a deployment": "Déploiement créé",
     "Created a model": "Modèle créé",
     "Created a prefill group": "Groupe de préremplissage créé",
     "Created a subscription plan": "Forfait d'abonnement créé",
     "Created a vendor": "Fournisseur créé",
+    "Created an access token": "Jeton d’accès créé",
     "Created At": "Créé le",
     "Created channel {{name}} (type {{type}}, count {{count}})": "Canal {{name}} créé (type {{type}}, nombre {{count}})",
     "Created user {{username}} (role {{role}})": "Utilisateur {{username}} créé (rôle {{role}})",
@@ -1566,7 +1743,10 @@
     "Creem Payment": "Paiement Creem",
     "Creem product ID from your Creem dashboard.": "ID du produit Creem depuis votre tableau de bord Creem.",
     "Creem products must be a JSON array": "Les produits Creem doivent être un tableau JSON",
+    "Creem webhook is not configured": "Le webhook Creem n'est pas configuré",
+    "CreemProductId is not configured for this plan": "CreemProductId n'est pas configuré pour ce forfait",
     "Cross-group": "Inter-groupes",
+    "Cross-group retry": "Nouvelle tentative inter-groupes",
     "Cumulative usage": "Utilisation cumulée",
     "Currency": "Devise",
     "Currency & Display": "Devise et affichage",
@@ -1579,6 +1759,8 @@
     "Current email verification code": "Code de vérification de l’adresse actuelle",
     "Current email: {{email}}. Enter a new email to change.": "E-mail actuel : {{email}}. Saisissez un nouvel e-mail pour le modifier.",
     "Current exchange rate: 1 USD = {{rate}} {{currency}}": "Taux actuel : 1 USD = {{rate}} {{currency}}",
+    "Current interval: {{minutes}} minutes": "Intervalle actuel : {{minutes}} minutes",
+    "Current intervals: {{min}}–{{max}} minutes": "Intervalles actuels : {{min}} à {{max}} minutes",
     "Current key": "Clé actuelle",
     "Current key disable requested": "Désactivation de la clé actuelle demandée",
     "Current legacy JSON is invalid, cannot append": "Le JSON ancien format actuel n'est pas valide, impossible d'ajouter",
@@ -1625,14 +1807,18 @@
     "Custom multipliers when specific user groups use specific token groups. Example: VIP users get 0.9x rate when using \"edit_this\" group tokens.": "Multiplicateurs personnalisés lorsque des groupes d'utilisateurs spécifiques utilisent des groupes de jetons spécifiques. Exemple : les utilisateurs VIP obtiennent un taux de 0,9x lorsqu'ils utilisent les jetons du groupe \"edit_this\".",
     "Custom OAuth": "OAuth personnalisé",
     "Custom OAuth Providers": "Fournisseurs OAuth personnalisés",
+    "Custom reset cycle must be greater than 0 seconds": "Le cycle de réinitialisation personnalisé doit être supérieur à 0 seconde",
     "Custom Seconds": "Secondes personnalisées",
     "Custom sidebar section": "Section de barre latérale personnalisée",
+    "Custom tag": "Custom tag",
     "Custom task plugin setting updated": "Paramètre des plugins de tâches personnalisés mis à jour",
     "Custom Time Range": "Plage horaire personnalisée",
     "Custom Zoom": "Zoom personnalisé",
+    "Customize pool": "Customize pool",
     "Customize sidebar display content": "Personnaliser le contenu affiché dans la barre latérale",
     "Daily": "Quotidien",
     "Daily Check-in": "Connexion quotidienne",
+    "Daily check-in, received {{quota}}": "Pointage quotidien, {{quota}} reçu",
     "Daily token usage by model across the past few weeks": "Utilisation quotidienne de tokens par modèle sur les dernières semaines",
     "Daily token usage by model across the past month": "Utilisation quotidienne des tokens par modèle au cours du dernier mois",
     "Daily token usage by model over the past month": "Utilisation quotidienne de tokens par modèle sur le dernier mois",
@@ -1649,6 +1835,8 @@
     "Data retention": "Rétention des données",
     "Database": "Base de données",
     "Database check": "Vérification de la base de données",
+    "Database connection failed": "Échec de la connexion à la base de données",
+    "Database error, please contact the administrator": "Erreur de base de données, veuillez contacter l’administrateur",
     "Date and time when this announcement should be displayed": "Date et heure auxquelles cette annonce doit être affichée",
     "Date Range": "Plage de dates",
     "Day": "Jour",
@@ -1675,10 +1863,12 @@
     "Default Bearer": "Bearer par defaut",
     "Default Collapse Sidebar": "Réduire la barre latérale par défaut",
     "Default consumption chart": "Graphique de consommation par défaut",
+    "Default group": "Groupe par défaut",
     "Default Max Tokens": "Jetons max par défaut",
     "Default model call chart": "Graphique d'appels de modèle par défaut",
     "Default placeholder": "Icône par défaut",
     "Default range": "Plage par défaut",
+    "Default reminder threshold": "Seuil de rappel par défaut",
     "Default Responses API version, if empty, will use the API version above": "Version API des réponses par défaut, si vide, utilisera la version API ci-dessus",
     "Default session lifetime (seconds)": "Durée de session par défaut (secondes)",
     "Default system prompt for this channel": "Invite système par défaut pour ce canal",
@@ -1690,6 +1880,7 @@
     "Define API endpoints for this model (JSON format)": "Définir les points de terminaison API pour ce modèle (format JSON)",
     "Define endpoint mappings for each provider.": "Définissez les mappages d'endpoints pour chaque fournisseur.",
     "Define per-group rules to add, remove, or append selectable groups for specific user groups.": "Définir des règles par groupe pour ajouter, supprimer ou ajouter des groupes sélectionnables pour des groupes d'utilisateurs spécifiques.",
+    "Degraded": "Degraded",
     "Degraded performance recently": "Performances dégradées récemment",
     "Delete": "Supprimer",
     "Delete (": "Supprimer (",
@@ -1735,6 +1926,7 @@
     "Delete plugin version?": "Supprimer cette version du plugin ?",
     "Delete Provider": "Supprimer le fournisseur",
     "Delete Request Header": "Supprimer un en-tête de requête",
+    "Delete rule": "Delete rule",
     "Delete Rule": "Supprimer la règle",
     "Delete selected API keys": "Supprimer les clés API sélectionnées",
     "Delete selected channels": "Supprimer les canaux sélectionnés",
@@ -1749,6 +1941,7 @@
     "Deleted": "Supprimé",
     "Deleted \"{{name}}\"": "\"{{name}}\" supprimé",
     "Deleted ({{id}})": "Supprimé ({{id}})",
+    "Deleted {{count}} auto-disabled keys": "{{count}} clés désactivées automatiquement supprimées",
     "Deleted {{count}} failed models": "{{count}} modèles en échec supprimés",
     "Deleted {{count}} historical system tasks": "{{count}} tâches système supprimées de l’historique",
     "Deleted {{count}} stale instances": "{{count}} instances expirées supprimées",
@@ -1783,12 +1976,16 @@
     "Deployment logs": "Journaux de déploiement",
     "Deployment Region": "Région de déploiement",
     "Deployment Region *": "Région de déploiement *",
+    "Deployment region cannot be empty": "La région de déploiement ne peut pas être vide",
+    "Deployment region must be valid JSON, for example {{example}}": "La région de déploiement doit être un JSON valide, par exemple {{example}}",
+    "Deployment region must include a default field": "La région de déploiement doit inclure un champ default",
     "Deployment requested": "Déploiement demandé",
     "Deployments": "Déploiements",
     "Deprecated": "Obsolète",
     "Derives the request names your users call": "Génère les noms de requête utilisés par vos utilisateurs",
     "Derives the upstream names sent to the provider": "Génère les noms envoyés au fournisseur en amont",
     "Desc": "Desc.",
+    "Descending": "Décroissant",
     "Describe": "Décrire",
     "Describe this model...": "Décrire ce modèle...",
     "Describe this vendor...": "Décrire ce fournisseur...",
@@ -1805,7 +2002,12 @@
     "Detected database": "Base de données détectée",
     "Detected high-risk status code redirect rules": "Les règles de redirection de codes d'état à haut risque suivantes ont été détectées :",
     "Detection complete: {{add}} to add, {{remove}} to remove": "Détection terminée : {{add}} à ajouter, {{remove}} à supprimer",
+    "Detection could not be completed. Only measured usage is charged.": "Detection could not be completed. Only measured usage is charged.",
+    "Detection details": "Detection details",
     "Detection failed": "Detection failed",
+    "Detection finished": "Detection finished",
+    "Detection in progress": "Detection in progress",
+    "Detection records reset": "Detection records reset",
     "Determines how this group is applied elsewhere.": "Détermine comment ce groupe est appliqué ailleurs.",
     "Deterministic sampling seed (best-effort)": "Graine d'échantillonnage déterministe (meilleur effort)",
     "Developer Friendly": "Convivial pour les développeurs",
@@ -1827,12 +2029,14 @@
     "Disable selected channels": "Désactiver les canaux sélectionnés",
     "Disable selected models": "Désactiver les modèles sélectionnés",
     "Disable store passthrough": "Désactiver la transmission du champ store",
+    "Disable tag grouping to drag channels": "Désactivez le regroupement par étiquette pour déplacer les canaux",
     "Disable task plugins?": "Désactiver les plugins de tâche ?",
     "Disable this key?": "Désactiver cette clé ?",
     "Disable threshold (seconds)": "Seuil de désactivation (secondes)",
     "Disable Two-Factor Authentication": "Désactiver l'authentification à deux facteurs",
     "disabled": "désactivé",
     "Disabled": "Désactivé",
+    "Disabled {{count}} keys": "{{count}} clés désactivées",
     "Disabled all channels with tag: {{tag}}": "Tous les canaux avec le tag {{tag}} ont été désactivés",
     "Disabled channels with tag {{tag}}": "Canaux avec l'étiquette {{tag}} désactivés",
     "Disabled globally": "Désactivé globalement",
@@ -1847,6 +2051,7 @@
     "Discard unsaved changes?": "Abandonner les modifications non enregistrées ?",
     "Disclaimer: Personal use only. Do not distribute or share any credentials. This channel has prerequisites and requires prior setup; use it only if you understand the flow and risks, and comply with OpenAI's terms and policies. Credentials and configuration are for Codex CLI integration only, and are not intended for any other client, platform, or channel.": "Avertissement : usage personnel uniquement. Ne distribuez ni ne partagez aucun identifiant. Ce canal a des prerequis et necessite une configuration prealable ; utilisez-le uniquement si vous comprenez la procedure et les risques, et respectez les conditions et politiques d'OpenAI. Les identifiants et la configuration sont reserves a l'integration Codex CLI et ne sont pas destines a d'autres clients, plateformes ou canaux.",
     "Discord": "Discord",
+    "Discord ID is empty!": "L’ID Discord est vide !",
     "Discount": "Remise",
     "Discount map by recharge amount (JSON object)": "Mappage des réductions par montant de recharge (objet JSON)",
     "Discount Rate": "Taux de réduction",
@@ -1879,6 +2084,7 @@
     "Display name shown to users.": "Nom d'affichage affiché aux utilisateurs.",
     "Display Options": "Options d'affichage",
     "Display policy": "Règle d’affichage",
+    "Display settings saved": "Display settings saved",
     "Display Token Statistics": "Afficher les statistiques des jetons",
     "Displayed": "Affiché",
     "Displayed in": "Affiché en",
@@ -1898,16 +2104,23 @@
     "Domain Filter Mode": "Mode de filtre de domaine",
     "Don't have an account?": "Vous n'avez pas de compte ?",
     "Done": "Terminé",
+    "Doubao": "Doubao",
     "Doubao custom API address editing unlocked": "Édition d'adresse API personnalisée Doubao déverrouillée",
-    "DoubaoVideo": "DoubaoVideo",
     "Double check the configuration below. Your system will be locked until initialization is complete.": "Vérifiez la configuration ci-dessous. Votre système sera verrouillé jusqu'à ce que l'initialisation soit terminée.",
     "Downgrade Group": "Groupe de rétrogradation",
+    "Downgrade group does not exist": "Le groupe de rétrogradation n'existe pas",
+    "Downgrade rate · last 6 hours": "Downgrade rate · last 6 hours",
     "Downgrade to pre-purchase group": "Rétrograder vers le groupe d'avant l'achat",
     "Downgrade to this group after the subscription expires": "Rétrograder vers ce groupe après l'expiration de l'abonnement",
     "Download": "Télécharger",
     "Drag {{group}} to reorder": "Faites glisser {{group}} pour réorganiser",
+    "Drag mode": "Mode glisser-déposer",
+    "Drag mode help": "Aide au déplacement",
+    "Drag the handle to move a channel.": "Faites glisser la poignée pour déplacer un canal.",
+    "Drag to change priority. Use arrow keys to move, Escape to cancel.": "Glissez pour modifier la priorité. Flèches pour déplacer, Échap pour annuler.",
     "Drag to move": "Glisser pour déplacer",
     "Drag to resize": "Glisser pour redimensionner",
+    "Drag to set channel priority": "Réorganiser la priorité des canaux",
     "Draw": "Dessin",
     "Drawing": "Dessin",
     "Drawing logs": "Journaux de dessin",
@@ -1915,6 +2128,9 @@
     "Drawing task polling": "Interrogation des tâches de dessin",
     "Drawing task records": "Historique des tâches de dessin",
     "Drop a JavaScript plugin file here": "Déposez ici un fichier de plugin JavaScript",
+    "Drop at an edge to create a different priority.": "Déposez sur un bord pour créer une priorité différente.",
+    "Drop between tiers to change priority, or in the center to join a tier": "Déposez entre les niveaux pour changer la priorité, au centre pour rejoindre un niveau",
+    "Drop in the center to use the same priority.": "Déposez au centre pour partager la même priorité.",
     "Dry run result": "Résultat de la simulation",
     "Duplicate": "Dupliquer",
     "Duplicate group names: {{names}}": "Noms de groupe en double : {{names}}",
@@ -1967,6 +2183,7 @@
     "e.g., https://ark.cn-beijing.volces.com": "p. ex., https://ark.cn-beijing.volces.com",
     "e.g., https://docs-test-001.openai.azure.com": "par ex., https://docs-test-001.openai.azure.com",
     "e.g., https://fastgpt.run/api/openapi": "par ex., https://fastgpt.run/api/openapi",
+    "e.g., my-project-123": "ex. mon-projet-123",
     "e.g., OpenAI GPT-4 Production": "p. ex., OpenAI GPT-4 Production",
     "e.g., preview": "par ex., prévisualisation",
     "e.g., prod_xxx": "p. ex., prod_xxx",
@@ -1975,6 +2192,8 @@
     "e.g., us-central1 or JSON format for model-specific regions": "par ex., us-central1 ou format JSON pour les régions spécifiques au modèle",
     "e.g., v2.1": "par ex., v2.1",
     "Each backup code can only be used once.": "Chaque code de sauvegarde ne peut être utilisé qu'une seule fois.",
+    "Each consumed attempt is charged independently at the requested model price and its actual group ratio. The total below is a summary, not another charge.": "Each consumed attempt is charged independently at the requested model price and its actual group ratio. The total below is a summary, not another charge.",
+    "Each consumed attempt is charged independently, including rejected results.": "Each consumed attempt is charged independently, including rejected results.",
     "Each item must be an object with a single key-value pair.": "Chaque élément doit être un objet avec une seule paire clé-valeur.",
     "Each item must have exactly one key-value pair.": "Chaque élément doit avoir exactement une paire clé-valeur.",
     "Each line represents one keyword. Leave blank to disable the list but keep the switch states.": "Chaque ligne représente un mot-clé. Laissez vide pour désactiver la liste mais conserver les états des interrupteurs.",
@@ -1989,6 +2208,7 @@
     "Earnings": "Gains",
     "Edit": "Modifier",
     "Edit {{title}}": "Modifier {{title}}",
+    "Edit access token": "Modifier le jeton d’accès",
     "Edit all channels with tag:": "Modifier tous les canaux avec l'étiquette :",
     "Edit Announcement": "Modifier l'annonce",
     "Edit API Shortcut": "Modifier le raccourci API",
@@ -1998,18 +2218,16 @@
     "Edit chat preset": "Modifier le préréglage de chat",
     "Edit discount tier": "Modifier le palier de remise",
     "Edit FAQ": "Modifier la FAQ",
-    "Enable passthrough": "Activer la transmission",
-    "Enable request body passthrough?": "Activer la transmission du corps de la requête ?",
-    "Enable request header passthrough?": "Activer la transmission des en-têtes de la requête ?",
-    "Enable session affinity": "Activer l’affinité de session",
     "Edit group": "Modifier le groupe",
     "Edit group rate limit": "Modifier la limite de taux de groupe",
+    "Edit group settings as JSON. Changes are shared with the visual editor.": "Modifiez les groupes en JSON. Les changements sont synchronisés avec l’éditeur visuel.",
     "Edit JSON object directly. Suitable for simple parameter overrides.": "Modifier l'objet JSON directement. Adapté aux substitutions de paramètres simples.",
     "Edit JSON text directly. Format will be validated on save.": "Modifier le texte JSON directement. Le format sera validé à l'enregistrement.",
     "Edit mapping": "Modifier les correspondances",
     "Edit model": "Modifier le modèle",
     "Edit Model": "Modifier le modèle",
     "Edit model pricing": "Modifier la tarification du modèle",
+    "Edit models and vendors, and sync them from upstream.": "Modifier les modèles et les fournisseurs, et les synchroniser depuis l’amont.",
     "Edit non-sensitive settings such as models, groups, and routing rules.": "Modifier les paramètres non sensibles comme les modèles, les groupes et les règles de routage.",
     "Edit OAuth Provider": "Modifier le fournisseur OAuth",
     "Edit payment method": "Modifier le mode de paiement",
@@ -2029,18 +2247,25 @@
     "Editor mode": "Mode éditeur",
     "Education": "Éducation",
     "Effective icon": "Icône utilisée",
+    "Eicy relay status": "Eicy relay status",
+    "Eligible candidate": "Eligible candidate",
     "Email": "E-mail",
     "Email (required for verification)": "E-mail (requis pour la vérification)",
+    "Email & Notifications": "E-mail et notifications",
     "Email Address": "Adresse e-mail",
+    "Email address is already in use": "Cette adresse e-mail est déjà utilisée",
     "Email Alias Restriction": "Restriction d'alias d'e-mail",
     "Email bound successfully!": "E-mail lié avec succès !",
     "Email confirmation code resend": "Renvoi du code de confirmation par e-mail",
     "Email Domain Restriction": "Restriction de domaine d'e-mail",
     "Email Domain Whitelist": "Liste blanche de domaines d'e-mail",
     "Email Field": "Champ d'e-mail",
+    "Email is empty!": "L’e-mail est vide !",
+    "Email or password is empty!": "L’e-mail ou le mot de passe est vide !",
     "Email Verification": "Vérification d'e-mail",
     "Email verification code is incorrect.": "Le code de vérification par e-mail est incorrect.",
     "Email verification has ended. Start again to continue.": "La vérification de l’adresse e-mail a pris fin. Recommencez pour continuer.",
+    "Email verification is enabled, please enter email address and verification code": "La vérification de l’e-mail est activée, veuillez saisir votre adresse e-mail et le code de vérification",
     "Email, summarisation, knowledge work": "Email, résumé, travail intellectuel",
     "Embeddings": "Embeddings",
     "Empty": "Vide",
@@ -2049,6 +2274,7 @@
     "Enable {{parameter}}": "Activer {{parameter}}",
     "Enable 2FA": "Activer 2FA",
     "Enable All": "Tout activer",
+    "Enable Astra auto-switch?": "Enable Astra auto-switch?",
     "Enable check-in feature": "Activer la fonction de connexion",
     "Enable custom task plugins": "Activer les plugins de tâches personnalisés",
     "Enable Data Dashboard": "Activer le tableau de bord des données",
@@ -2070,16 +2296,18 @@
     "Enable or disable this channel": "Activer ou désactiver ce canal",
     "Enable or disable this model": "Activer ou désactiver ce modèle",
     "Enable Passkey": "Activer Passkey",
+    "Enable passthrough": "Activer la transmission",
     "Enable Performance Monitoring": "Activer la surveillance des performances",
     "Enable plugin {{key}}": "Activer le plugin {{key}}",
     "Enable plugin?": "Activer le plugin ?",
     "Enable rate limiting": "Activer la limitation de débit",
+    "Enable request body passthrough?": "Activer la transmission du corps de la requête ?",
+    "Enable request header passthrough?": "Activer la transmission des en-têtes de la requête ?",
     "Enable Request Passthrough": "Activer le Passthrough de requêtes",
     "Enable Responses WebSocket": "Activer Responses WebSocket",
-    "Validate Astra upstream model": "Validate Astra upstream model",
-    "Reject a Responses result when the upstream declares a model other than gpt-6-astra. Enabled by default; disable only for an intentional mapping.": "Reject a Responses result when the upstream declares a model other than gpt-6-astra. Enabled by default; disable only for an intentional mapping.",
     "Enable selected channels": "Activer les canaux sélectionnés",
     "Enable selected models": "Activer les modèles sélectionnés",
+    "Enable session affinity": "Activer l’affinité de session",
     "Enable SSL/TLS": "Activer SSL/TLS",
     "Enable SSRF Protection": "Activer la protection SSRF",
     "Enable STARTTLS": "Activer STARTTLS",
@@ -2102,7 +2330,10 @@
     "Enable when the upstream needs client information from Codex or Claude Code headers; may expose client information": "À activer si le service amont a besoin des en-têtes de clients comme Codex ou Claude Code ; peut exposer les informations du client",
     "Enable when the upstream needs information from clients such as Codex or Claude Code, including User-Agent, client version or session headers. Usually leave this off.": "À activer si le service amont a besoin d'informations de clients comme Codex ou Claude Code : User-Agent, version du client ou en-têtes de session. Généralement inutile.",
     "Enabled": "Activé",
+    "Enabled {{count}} keys": "{{count}} clés activées",
     "Enabled all channels with tag: {{tag}}": "Tous les canaux avec le tag {{tag}} ont été activés",
+    "Enabled by default for gpt-6-astra. Keep the last valid fingerprint and pelican conclusions until recovery or reset. Failed checks do not clear them.": "Enabled by default for gpt-6-astra. Keep the last valid fingerprint and pelican conclusions until recovery or reset. Failed checks do not clear them.",
+    "Enabled by default for gpt-6-astra. Keep the last valid fingerprint and vision conclusions until recovery or reset. Failed checks do not clear them.": "Enabled by default for gpt-6-astra. Keep the last valid fingerprint and vision conclusions until recovery or reset. Failed checks do not clear them.",
     "Enabled channels with tag {{tag}}": "Canaux avec l'étiquette {{tag}} activés",
     "Enabled Status": "Statut activé",
     "Enabled two-factor authentication": "Authentification à deux facteurs activée",
@@ -2119,6 +2350,8 @@
     "Endpoint": "Point d'accès",
     "Endpoint config": "Configuration de l'endpoint",
     "Endpoint Configuration": "Configuration du point de terminaison",
+    "Endpoint probe": "Endpoint probe",
+    "Endpoint status": "Endpoint status",
     "Endpoint Type": "Type de point de terminaison",
     "Endpoint, provider-specific settings, and credentials.": "Point de terminaison, paramètres propres au fournisseur et identifiants.",
     "Endpoint:": "Point de terminaison :",
@@ -2137,6 +2370,7 @@
     "Enter a positive integer": "Saisissez un entier positif",
     "Enter a positive or negative amount to adjust the quota": "Saisir un montant positif ou négatif pour ajuster le quota",
     "Enter a react-icons component name. Invalid names show no icon.": "Saisissez le nom d’un composant react-icons. Les noms invalides n’affichent aucune icône.",
+    "Enter a rule to preview mappings.": "Renseignez une règle pour voir les correspondances.",
     "Enter a valid condition value.": "Saisissez une valeur de condition valide.",
     "Enter a valid email or leave blank": "Entrez un e-mail valide ou laissez vide",
     "Enter a value and press Enter": "Saisir une valeur et appuyer sur Entrée",
@@ -2183,8 +2417,6 @@
     "Enter password (8-20 characters)": "Saisir le mot de passe (8-20 caractères)",
     "Enter password (8–128 characters)": "Saisissez un mot de passe (8 à 128 caractères)",
     "Enter previous domains, one per line, without a protocol, port or path. Different ports on the same domain do not need compatible domains.": "Saisissez les anciens domaines, un par ligne, sans protocole, port ni chemin. Des ports différents sur un même domaine ne nécessitent pas de domaines compatibles.",
-    "Entries configured in Request Header Override still take priority": "Les entrées configurées dans la surcharge des en-têtes restent prioritaires",
-    "Excludes the first attempt. Counted per group.": "Hors première tentative, compté par groupe.",
     "Enter previous Passkey domains, one per line. Existing Passkeys can still verify with these domains; new Passkeys use the primary domain.": "Saisissez les anciens domaines des clés d’accès, un par ligne. Les clés existantes restent utilisables avec ces domaines ; les nouvelles utilisent le domaine principal.",
     "Enter quota in {{currency}}": "Saisir le quota en {{currency}}",
     "Enter quota in tokens": "Saisir le quota en tokens",
@@ -2199,6 +2431,7 @@
     "Enter the 6-digit Time-based One-Time Password or 8-character backup code from your authenticator app.": "Saisir le mot de passe à usage unique basé sur le temps à 6 chiffres ou le code de secours à 8 caractères de votre application d'authentification.",
     "Enter the complete URL, supports": "Saisir l'URL complète, prend en charge",
     "Enter the Coze agent ID": "Saisir l'ID de l'agent Coze",
+    "Enter the Discovery URL or Issuer URL first": "Saisissez d’abord l’URL Discovery ou l’URL Issuer",
     "Enter the full URL of your Gotify server": "Saisir l'URL complète de votre serveur Gotify",
     "Enter the knowledge base ID": "Saisir l'ID de la base de connaissances",
     "Enter the path before /suno, usually just the domain": "Saisir le chemin avant /suno, généralement juste le domaine",
@@ -2206,7 +2439,6 @@
     "Enter the quota amount in tokens": "Saisir le montant du quota en tokens",
     "Enter the verification code": "Saisir le code de vérification",
     "Enter the website domain, such as example.com.": "Saisissez le domaine du site, par exemple example.com.",
-    "Enter threshold": "Saisir le seuil",
     "Enter token counts to preview the estimated cost (excluding group multipliers).": "Saisissez le nombre de tokens pour estimer le coût (hors multiplicateurs de groupe).",
     "Enter URL...": "Saisir l'URL...",
     "Enter username": "Saisir le nom d'utilisateur",
@@ -2220,6 +2452,7 @@
     "Enter your username or email": "Saisir votre nom d'utilisateur ou votre e-mail",
     "Enterprise Account": "Compte d'entreprise",
     "Enterprise-grade security with comprehensive permission management": "Sécurité de niveau entreprise avec gestion complète des autorisations",
+    "Entries configured in Request Header Override still take priority": "Les entrées configurées dans la surcharge des en-têtes restent prioritaires",
     "Entrypoint (space separated)": "Point d'entrée (séparés par des espaces)",
     "Enum": "Énumération",
     "Enum values": "Valeurs de l'énumération",
@@ -2244,30 +2477,43 @@
     "Error Type (optional)": "Type d'erreur (optionnel)",
     "Estimated cost": "Coût estimé",
     "Estimated quota cost": "Coût de quota estimé",
+    "Estimated usage": "Estimated usage",
     "Evaluate fields from the provider user info response. Conditions and nested groups use and/or logic.": "Évalue les champs de la réponse d'informations utilisateur du fournisseur. Les conditions et groupes imbriqués utilisent la logique and/or.",
     "Event": "Événement",
+    "Every {{minutes}} minutes": "Every {{minutes}} minutes",
+    "Every {{minutes}} minutes · 3 probes per channel": "Every {{minutes}} minutes · 3 probes per channel",
+    "Every 15 minutes": "Every 15 minutes",
+    "Every 30 minutes · 3 probes per channel": "Every 30 minutes · 3 probes per channel",
+    "Every 30 minutes, one work per Astra channel.": "Every 30 minutes, one work per Astra channel.",
     "Every group name in the pricing table can be used in two places: on a user (the user group, assigned by admins) and on a token (the token group, chosen when creating the token). Same name pool, two different jobs.": "Chaque nom de groupe du tableau tarifaire peut être utilisé à deux endroits : sur un utilisateur (groupe d’utilisateurs, attribué par les admins) et sur un jeton (groupe de jetons, choisi à la création du jeton). Même ensemble de noms, deux rôles différents.",
     "Every other device will lose access immediately. This device will remain signed in.": "Tous les autres appareils perdront immédiatement l’accès. Cet appareil restera connecté.",
     "Everything configured for this group, in one place.": "Toute la configuration de ce groupe, au même endroit.",
     "Exact": "Exact",
     "Exact Match": "Correspondance exacte",
     "Exact match only and case-sensitive. Prefixes, regex, and * wildcards are not supported.": "Correspondance exacte uniquement, sensible à la casse. Les préfixes, regex et jokers * ne sont pas pris en charge.",
+    "Exact model names only. Preferred groups run before the remaining pool. A successful session binding takes precedence.": "Exact model names only. Preferred groups run before the remaining pool. A successful session binding takes precedence.",
     "Example": "Exemple",
     "Example (all channels):": "Exemple (tous les canaux) :",
     "Example (specific channels):": "Exemple (canaux spécifiques) :",
     "Example price": "Prix d'exemple",
     "Example spec": "Spécification d'exemple",
     "Example:": "Exemple :",
+    "Example: users call gpt-4o; upstream receives gpt-4o-all.": "Exemple : l’utilisateur appelle gpt-4o ; le fournisseur reçoit gpt-4o-all.",
     "example.com&#10;blocked-site.com": "example.com&#10;blocked-site.com",
     "example.com&#10;company.com": "example.com&#10;company.com",
     "Excellent": "Excellent",
     "Exchange rate is required": "Le taux de change est requis",
     "Exchange rate must be greater than 0": "Le taux de change doit être supérieur à 0",
+    "Excluded by priority": "Excluded by priority",
+    "Excluded groups are never used by automatic grouping, including retries. If no groups remain, the request fails.": "Le routage automatique et les nouvelles tentatives n’utilisent jamais les groupes exclus. Si aucun groupe ne reste, la requête échoue.",
+    "Excludes the first attempt. Counted per group.": "Hors première tentative, compté par groupe.",
     "Execute code in a sandbox during the response": "Exécuter du code dans un bac à sable pendant la réponse",
     "Executor": "Exécuteur",
     "Exhausted": "Épuisé",
     "Existing account will be reused": "Le compte existant sera réutilisé",
+    "Existing API keys keep Astra auto-switch enabled; new keys default to off. Rejected results still incur usage charges, and every additional upstream attempt is charged separately. You can change this setting for each API key.": "Existing API keys keep Astra auto-switch enabled; new keys default to off. Rejected results still incur usage charges, and every additional upstream attempt is charged separately. You can change this setting for each API key.",
     "Existing Models ({{count}})": "Modèles existants ({{count}})",
+    "Existing models: select fields to replace their current values with the values on the right. Unselected fields stay unchanged.": "Modèles existants : sélectionnez les champs à remplacer par les valeurs de droite. Les autres restent inchangés.",
     "Existing Passkeys remain tied to the old domain and may stop working. Keep the old domain to preserve access, or confirm only if you have a recovery plan.": "Les clés d’accès existantes restent liées à l’ancien domaine et risquent de ne plus fonctionner. Conservez l’ancien domaine pour maintenir l’accès, ou confirmez uniquement si vous disposez d’un plan de récupération.",
     "Exists": "Existe",
     "Expand": "Développer",
@@ -2276,15 +2522,22 @@
     "Expected a JSON array of group identifiers": "Un tableau JSON d'identifiants de groupe est attendu",
     "Expected a JSON array.": "Un tableau JSON est attendu.",
     "Experiment with prompts and models in real time.": "Expérimentez avec des prompts et des modèles en temps réel.",
+    "Experimental behavioral samples, not proof of model identity. Luna-like inconclusive rounds count as suspected downgrades; other inconclusive and failed rounds are excluded. Samples do not verify individual customer requests.": "Experimental behavioral samples, not proof of model identity. Luna-like inconclusive rounds count as suspected downgrades; other inconclusive and failed rounds are excluded. Samples do not verify individual customer requests.",
+    "Expiration": "Expiration",
     "Expiration Time": "Heure d'expiration",
+    "Expiration time cannot be earlier than current time": "La date d'expiration ne peut pas être antérieure à l'heure actuelle",
     "expired": "expiré",
     "Expired": "Expiré",
     "Expired at": "Expiré le",
     "Expired time cannot be earlier than current time": "L'heure d'expiration ne peut pas être antérieure à l'heure actuelle",
     "Expires": "Expire",
+    "Expires {{time}}": "Expire le {{time}}",
     "Expires at": "Expire le",
     "Expires in": "Expire dans",
+    "Export": "Exporter",
+    "Export logs": "Exporter les journaux",
     "Export snapshot": "Exporter l’instantané",
+    "Exported {{count}} logs": "{{count}} entrées exportées",
     "Expose ratio API": "Exposer l'API de ratio",
     "Exposes the pricing/models catalog in the top navigation.": "Expose le catalogue des prix/modèles dans la navigation supérieure.",
     "Expression": "Expression",
@@ -2327,6 +2580,7 @@
     "Failed to bind email": "Échec de la liaison de l'e-mail",
     "Failed to change password": "Échec du changement de mot de passe",
     "Failed to check for updates": "Échec de la vérification des mises à jour",
+    "Failed to check user bindings, please try again later": "Échec de la vérification des liaisons utilisateur, veuillez réessayer plus tard",
     "Failed to clean logs": "Échec du nettoyage des journaux",
     "Failed to complete order": "Échec de la finalisation de la commande",
     "Failed to complete Passkey login": "Impossible de terminer la connexion Passkey",
@@ -2334,15 +2588,25 @@
     "Failed to contact GitHub releases API": "Impossible de contacter l'API GitHub Releases",
     "Failed to copy": "Échec de la copie",
     "Failed to copy channel": "Échec de la copie du canal",
+    "Failed to copy channel. Please try again later": "Échec de la copie du canal. Veuillez réessayer plus tard",
     "Failed to copy keys": "Échec de la copie des clés",
     "Failed to copy model names": "Échec de la copie des noms de modèles",
     "Failed to copy to clipboard": "Échec de la copie dans le presse-papiers",
+    "Failed to count channel types. Please try again later": "Échec du comptage des types de canaux. Veuillez réessayer plus tard",
+    "Failed to count channels. Please try again later": "Échec du comptage des canaux. Veuillez réessayer plus tard",
+    "Failed to count tags. Please try again later": "Échec du comptage des balises. Veuillez réessayer plus tard",
     "Failed to create account": "Échec de la création du compte",
     "Failed to create API key": "Échec de la création de la clé API",
     "Failed to create channel": "Échec de la création du canal",
+    "Failed to create default token": "Échec de la création du jeton par défaut",
     "Failed to create deployment": "Échec de la création du déploiement",
+    "Failed to create order": "Échec de la création de la commande",
     "Failed to create provider": "Échec de la création du fournisseur",
     "Failed to create redemption code": "Échec de la création du code d'échange",
+    "Failed to create redemption code, please try again later": "Échec de la création du code d'échange, veuillez réessayer plus tard",
+    "Failed to create the administrator account: {{error}}": "Échec de la création du compte administrateur : {{error}}",
+    "Failed to create the Discovery request: {{error}}": "Échec de la création de la requête Discovery : {{error}}",
+    "Failed to create the plan product": "Échec de la création du produit du forfait",
     "Failed to create user": "Échec de la création de l'utilisateur",
     "Failed to delete {{count}} model(s)": "Échec de la suppression de {{count}} modèle(s)",
     "Failed to delete {{count}} redemption codes": "Échec de la suppression de {{count}} codes d’échange",
@@ -2370,22 +2634,43 @@
     "Failed to enable channels": "Échec de l'activation des canaux",
     "Failed to enable model": "Échec de l'activation du modèle",
     "Failed to enable tag channels": "Échec de l'activation des canaux de tags",
+    "Failed to encode Vertex AI key JSON: {{error}}": "Échec de l'encodage du JSON de la clé Vertex AI : {{error}}",
+    "Failed to export logs": "Échec de l'exportation des journaux",
     "Failed to fetch channel key": "Échec de la récupération de la clé du canal",
+    "Failed to fetch channel. Please try again later": "Échec de la récupération du canal. Veuillez réessayer plus tard",
+    "Failed to fetch channels with this tag. Please try again later": "Échec de la récupération des canaux de cette balise. Veuillez réessayer plus tard",
+    "Failed to fetch channels. Please try again later": "Échec de la récupération des canaux. Veuillez réessayer plus tard",
     "Failed to fetch checkin status": "Échec de la récupération du statut d'enregistrement",
     "Failed to fetch deployment details": "Impossible de récupérer les détails du déploiement",
     "Failed to fetch models": "Échec de la récupération des modèles",
+    "Failed to fetch models: {{error}}": "Échec de la récupération des modèles : {{error}}",
     "Failed to fetch OIDC configuration. Please check the URL and network status": "Échec de la récupération de la configuration OIDC. Veuillez vérifier l'URL et le statut du réseau",
+    "Failed to fetch Ollama version: {{error}}": "Échec de la récupération de la version d'Ollama : {{error}}",
     "Failed to fetch reset credit details": "Échec de la récupération des détails des crédits de réinitialisation",
+    "Failed to fetch reset credit details. Please try again later": "Échec de la récupération des détails des crédits de réinitialisation. Veuillez réessayer plus tard",
+    "Failed to fetch tags. Please try again later": "Échec de la récupération des balises. Veuillez réessayer plus tard",
+    "Failed to fetch the catalog": "Échec de la récupération du catalogue",
+    "Failed to fetch the Discovery configuration: {{error}}": "Échec de la récupération de la configuration Discovery : {{error}}",
+    "Failed to fetch the product list": "Échec de la récupération de la liste des produits",
     "Failed to fetch upstream prices": "Échec de la récupération des prix amont",
     "Failed to fetch upstream ratios": "Échec de la récupération des ratios en amont",
     "Failed to fetch usage": "Échec de la récupération de l'utilisation",
+    "Failed to fetch usage. Please try again later": "Échec de la récupération de l'utilisation. Veuillez réessayer plus tard",
     "Failed to fetch user information": "Échec de la récupération des informations utilisateur",
     "Failed to fix abilities": "Échec de la réparation de la cohérence des canaux",
+    "Failed to generate default token": "Échec de la génération du jeton par défaut",
     "Failed to generate token": "Échec de la génération du jeton",
+    "Failed to get the channel information. Please contact the administrator": "Impossible d'obtenir les informations du canal. Veuillez contacter l'administrateur",
+    "Failed to get the token count": "Échec de l'obtention du nombre de jetons",
+    "Failed to get the user group": "Échec de la récupération du groupe de l'utilisateur",
+    "Failed to get token from {{provider}}, please check settings": "Échec de l’obtention du jeton auprès de {{provider}}, veuillez vérifier les paramètres",
+    "Failed to get user information": "Échec de la récupération des informations utilisateur",
     "Failed to hide model from model square": "Impossible de masquer le modèle dans la galerie",
     "Failed to initialize OAuth": "Échec de l'initialisation d'OAuth",
     "Failed to initialize system": "Échec de l'initialisation du système",
+    "Failed to initialize the system: {{error}}": "Échec de l’initialisation du système : {{error}}",
     "Failed to load": "Échec du chargement",
+    "Failed to load access tokens": "Impossible de charger les jetons d’accès",
     "Failed to load API keys": "Échec du chargement des Clés API",
     "Failed to load artifacts": "Échec du chargement des artefacts",
     "Failed to load audit records": "Échec du chargement des audits",
@@ -2411,19 +2696,28 @@
     "Failed to load setup status": "Échec du chargement de l'état de configuration",
     "Failed to load SGLang status": "Échec du chargement de l’état de SGLang",
     "Failed to load tag data": "Échec du chargement des données de tags",
-    "Failed to load token status": "Échec du chargement de l’état du jeton",
     "Failed to load users": "Échec du chargement des utilisateurs",
     "Failed to load vendor": "Impossible de charger le fournisseur",
     "Failed to load vendors": "Échec du chargement des fournisseurs",
     "Failed to load vLLM status": "Échec du chargement de l’état vLLM",
+    "Failed to parse appended keys: {{error}}": "Échec de l'analyse des clés ajoutées : {{error}}",
+    "Failed to parse credentials. Please check the channel configuration": "Échec de l'analyse des identifiants. Veuillez vérifier la configuration du canal",
     "Failed to parse group items": "Échec de l'analyse des éléments de groupe",
     "Failed to parse JSON file: {{name}}": "Échec de l'analyse du fichier JSON : {{name}}",
+    "Failed to parse the Discovery configuration: {{error}}": "Échec de l’analyse de la configuration Discovery : {{error}}",
+    "Failed to parse tool price \"{{name}}\": {{error}}": "Échec de l'analyse du prix de l'outil « {{name}} » : {{error}}",
+    "Failed to parse tool prices: {{error}}": "Échec de l'analyse des prix des outils : {{error}}",
     "Failed to prepare pricing conversion": "Échec de la préparation de la conversion tarifaire",
     "Failed to preview metadata": "Échec de l’aperçu des métadonnées",
     "Failed to preview vendor changes": "Impossible de prévisualiser les modifications",
     "Failed to query balance": "Échec de la requête de solde",
+    "Failed to query channels": "Échec de la requête des canaux",
+    "Failed to query logs": "Échec de la requête des journaux",
+    "Failed to query statistics": "Échec de la requête des statistiques",
+    "Failed to query the upstream task status": "Impossible d'obtenir l'état de la tâche en amont",
     "Failed to refresh cache stats": "Échec de l'actualisation des statistiques de cache",
     "Failed to refresh credential": "Échec de l’actualisation des identifiants",
+    "Failed to refresh credentials. Please try again later": "Échec de l'actualisation des identifiants. Veuillez réessayer plus tard",
     "Failed to regenerate backup codes": "Échec de la régénération des codes de sauvegarde",
     "Failed to register Passkey": "Échec de l'enregistrement du Passkey",
     "Failed to remove Passkey": "Échec de la suppression de la Passkey",
@@ -2432,23 +2726,33 @@
     "Failed to reset model ratios": "Échec de la réinitialisation des ratios du modèle",
     "Failed to reset Passkey": "Échec de la réinitialisation de la Passkey",
     "Failed to reset usage": "Échec de la réinitialisation de l’utilisation",
+    "Failed to reset usage. Please try again later": "Échec de la réinitialisation de l'utilisation. Veuillez réessayer plus tard",
     "Failed to revoke token": "Échec de la révocation du jeton",
     "Failed to save": "Échec de la sauvegarde",
     "Failed to save announcements": "Échec de la sauvegarde des annonces",
     "Failed to save API info": "Échec de l'enregistrement des informations API",
+    "Failed to save backup codes": "Échec de l’enregistrement des codes de secours",
+    "Failed to save configuration": "Échec de l'enregistrement de la configuration",
     "Failed to save FAQ": "Échec de la sauvegarde de la FAQ",
     "Failed to save model pricing": "Échec de l’enregistrement des tarifs",
+    "Failed to save the demo site mode setting: {{error}}": "Échec de l’enregistrement du mode site de démonstration : {{error}}",
+    "Failed to save the self-use mode setting: {{error}}": "Échec de l’enregistrement du mode usage personnel : {{error}}",
     "Failed to save Uptime Kuma groups": "Échec de la sauvegarde des groupes Uptime Kuma",
     "Failed to search API keys": "Échec de la recherche des Clés API",
     "Failed to search redemption codes": "Échec de la recherche des codes d'échange",
+    "Failed to search tokens": "Échec de la recherche des jetons",
+    "Failed to search top-up records": "Échec de la recherche des recharges",
     "Failed to search users": "Échec de la recherche des utilisateurs",
     "Failed to send reset email": "Échec de l'envoi de l'e-mail de réinitialisation",
     "Failed to send verification code": "Échec de l'envoi du code de vérification",
     "Failed to send verification email": "Échec de l'envoi de l'e-mail de vérification",
     "Failed to set tag": "Échec de la définition de l'étiquette",
+    "Failed to set the audio completion ratio: {{error}}": "Échec de la définition du ratio de complétion audio : {{error}}",
+    "Failed to set the audio ratio: {{error}}": "Échec de la définition du ratio audio : {{error}}",
+    "Failed to set the cache creation ratio: {{error}}": "Échec de la définition du ratio de création de cache : {{error}}",
+    "Failed to set the image ratio: {{error}}": "Échec de la définition du ratio d'image : {{error}}",
     "Failed to setup 2FA": "Échec de la configuration de 2FA",
     "Failed to show model in model square": "Impossible d’afficher le modèle dans la galerie",
-    "Fill a CLI template or add a blank rule.": "Remplissez un modèle CLI ou ajoutez une règle vide.",
     "Failed to sign out other sessions": "Impossible de déconnecter les autres sessions",
     "Failed to sign out session": "Impossible de déconnecter la session",
     "Failed to start {{provider}} login": "Échec du démarrage de la connexion {{provider}}",
@@ -2458,6 +2762,7 @@
     "Failed to start OIDC login": "Échec du démarrage de la connexion OIDC",
     "Failed to start Passkey login": "Impossible de démarrer la connexion Passkey",
     "Failed to start Passkey registration": "Échec du démarrage de l'enregistrement de la Passkey",
+    "Failed to start payment": "Impossible de lancer le paiement",
     "Failed to start Telegram binding": "Impossible de démarrer l’association Telegram",
     "Failed to start testing all channels": "Échec du démarrage du test de tous les canaux",
     "Failed to start verification": "Impossible de démarrer la vérification",
@@ -2489,10 +2794,16 @@
     "Fallback route": "Route de repli",
     "Fallback tier": "Palier de repli",
     "FAQ": "FAQ",
+    "FAQ #{{index}} answer cannot exceed 1000 characters": "La réponse de la FAQ n° {{index}} ne peut pas dépasser 1000 caractères",
+    "FAQ #{{index}} is missing the answer field": "La FAQ n° {{index}} n'a pas de champ de réponse",
+    "FAQ #{{index}} is missing the question field": "La FAQ n° {{index}} n'a pas de champ de question",
+    "FAQ #{{index}} question cannot exceed 200 characters": "La question de la FAQ n° {{index}} ne peut pas dépasser 200 caractères",
     "FAQ added. Click \"Save Settings\" to apply.": "FAQ ajouté. Cliquez sur \"Enregistrer les paramètres\" pour appliquer.",
+    "FAQ cannot exceed 100 entries": "La FAQ ne peut pas dépasser 100 entrées",
     "FAQ deleted. Click \"Save Settings\" to apply.": "FAQ supprimé. Cliquez sur \"Enregistrer les paramètres\" pour appliquer.",
     "FAQ saved successfully": "FAQ enregistré avec succès",
     "FAQ updated. Click \"Save Settings\" to apply.": "FAQ mis à jour. Cliquez sur \"Enregistrer les paramètres\" pour appliquer.",
+    "Fast response first": "Fast response first",
     "FastGPT": "FastGPT",
     "Feature in development": "Fonctionnalité en développement",
     "Fee": "Frais",
@@ -2506,6 +2817,7 @@
     "Fetched {{count}} model(s) from upstream": "{{count}} modèle(s) récupéré(s) depuis l'amont",
     "Fetched {{count}} models": "{{count}} modèles récupérés",
     "Fetched in your browser and placed in the source field below for review. GitHub and gist page URLs are rewritten to their raw URL automatically.": "Récupéré par votre navigateur et placé dans le champ de code ci-dessous pour examen. Les URL de pages GitHub et gist sont automatiquement réécrites en URL raw.",
+    "Fetched successfully": "Récupéré avec succès",
     "Fetching models...": "Récupération des modèles…",
     "Fetching plugin source...": "Récupération du code du plugin…",
     "Fetching prefill groups...": "Récupération des groupes de préremplissage...",
@@ -2525,6 +2837,7 @@
     "File Search": "Recherche de fichiers",
     "File verification": "Vérification du fichier",
     "Files to Retain": "Fichiers à conserver",
+    "Fill a CLI template or add a blank rule.": "Remplissez un modèle CLI ou ajoutez une règle vide.",
     "Fill All Models": "Remplir tous les modèles",
     "Fill Codex CLI / Claude CLI Templates": "Remplir les modèles Codex CLI / Claude CLI",
     "Fill entire column": "Remplir toute la colonne",
@@ -2571,6 +2884,7 @@
     "Filter models by type, endpoint, vendor, group and tags": "Filtrer les modèles par type, point d'accès, fournisseur, groupe et tags",
     "Filter models...": "Filtrer les modèles...",
     "Filter plugins...": "Filtrer les plugins...",
+    "Filter related requests": "Filter related requests",
     "Filter the model analytics view by time range and user.": "Filtrez la vue d’analyse des modèles par période et utilisateur.",
     "Filter the traffic flow view by time range and user.": "Filtrez la vue du flux de trafic par plage horaire et utilisateur.",
     "Filter...": "Filtrer...",
@@ -2578,11 +2892,15 @@
     "Filters active": "Filtres actifs",
     "Final Consumed": "Consommation finale",
     "Final cost = base × multiplier when conditions match": "Coût final = base × multiplicateur lorsque les conditions correspondent",
+    "Final multiplier": "Final multiplier",
+    "Final multipliers for all of this user’s keys. Zero is allowed. Removing an override restores the normal billing rules. Save separately below.": "Final multipliers for all of this user’s keys. Zero is allowed. Removing an override restores the normal billing rules. Save separately below.",
     "Final price multiplier (0.95 = 5% discount": "Multiplicateur de prix final (0.95 = 5% de réduction",
     "Finance": "Finance",
     "Find": "Rechercher",
     "Find the billing group.": "Trouver le groupe de facturation.",
     "Find the ratio.": "Trouver le taux.",
+    "Fingerprint matched": "Fingerprint matched",
+    "Finish reordering": "Terminer le tri",
     "Finish Time": "Heure de fin",
     "Finished requests": "Requêtes terminées",
     "First API request": "Première requête API",
@@ -2594,6 +2912,7 @@
     "Fixed": "Corrections",
     "Fixed abilities: {{success}} succeeded, {{fails}} failed": "Cohérence des canaux réparée : {{success}} réussie(s), {{fails}} échouée(s)",
     "Fixed channel constraint": "Contrainte de canal fixe",
+    "Fixed channel not found": "Fixed channel not found",
     "Fixed fee per request": "Frais fixes par requête",
     "Fixed price": "Prix fixe",
     "Fixed price (USD)": "Prix fixe (USD)",
@@ -2623,11 +2942,14 @@
     "footer.columns.related.links.oneApi": "One API",
     "footer.columns.related.title": "Projets liés",
     "footer.defaultCopyright": "Tous droits réservés.",
-    "footer.newapi.projectAttributionSuffix": "Tous droits réservés. Conçu et développé par les contributeurs du projet.",
+    "footer.new\u0061pi.projectAttributionSuffix": "Tous droits réservés. Conçu et développé par les contributeurs du projet.",
     "For advanced custom channels this applies only to /v1/responses routes without protocol conversion.": "Pour les canaux personnalisés avancés, ceci ne s’applique qu’aux routes /v1/responses sans conversion de protocole.",
+    "For Astra requests, skip groups whose latest valid fingerprint in the last 6 hours is non-Astra and continue through the group pool. Groups with no valid result remain eligible.": "For Astra requests, skip groups whose latest valid fingerprint in the last 6 hours is non-Astra and continue through the group pool. Groups with no valid result remain eligible.",
+    "For Astra requests, skip groups whose latest valid fingerprint or pelican result indicates degradation. Failed checks do not replace valid results; each check must recover or be reset. Groups with no valid result remain eligible.": "For Astra requests, skip groups whose latest valid fingerprint or pelican result indicates degradation. Failed checks do not replace valid results; each check must recover or be reset. Groups with no valid result remain eligible.",
+    "For Astra requests, skip groups whose latest valid fingerprint or vision result indicates degradation. Failed checks do not replace valid results; each check must recover or be reset. Groups with no valid result remain eligible.": "For Astra requests, skip groups whose latest valid fingerprint or vision result indicates degradation. Failed checks do not replace valid results; each check must recover or be reset. Groups with no valid result remain eligible.",
     "For channels added after May 10, 2025, no need to remove \".\" from model names during deployment": "Pour les canaux ajoutés après le 10 mai 2025, pas besoin de supprimer \".\" des noms de modèles lors du déploiement",
     "For private deployments, format: https://fastgpt.run/api/openapi": "Pour les déploiements privés, format : https://fastgpt.run/api/openapi",
-    "For security, existing access tokens cannot be displayed. Regenerate only when you need a new token.": "Pour des raisons de sécurité, les jetons d'accès existants ne peuvent pas être réaffichés. Ne les régénérez que si vous en avez besoin d'un nouveau.",
+    "For reference only: insufficient request samples may cause very large errors in the average charge.": "For reference only: insufficient request samples may cause very large errors in the average charge.",
     "For this channel, map the model name in client requests to the model name sent upstream.": "Pour ce canal, associez le nom du modèle demandé par le client au nom du modèle envoyé au fournisseur en amont.",
     "For this website, you can enter: {{domain}}": "Pour ce site, vous pouvez saisir : {{domain}}",
     "Force a syntactically valid JSON response": "Imposer une réponse JSON syntaxiquement valide",
@@ -2676,6 +2998,7 @@
     "Full width": "Pleine largeur",
     "Function calling": "Appel de fonction",
     "Functions": "Fonctions",
+    "Fuzzy search keywords must be at least 2 characters long": "Les mots-clés de recherche approximative doivent comporter au moins 2 caractères",
     "Gateways": "Passerelles",
     "GC Count": "Nombre de GC",
     "GC executed": "GC exécuté",
@@ -2683,14 +3006,13 @@
     "Gemini": "Gemini",
     "Gemini and OpenAI audio prices differ for this model. Use separate billing model names to convert them.": "Les tarifs audio Gemini et OpenAI diffèrent pour ce modèle. Utilisez des noms de facturation distincts pour les convertir.",
     "Gemini Generate Content to OpenAI Chat": "Gemini Generate Content vers OpenAI Chat",
+    "Gemini Generate Content to OpenAI Responses": "Gemini Generate Content vers OpenAI Responses",
     "Gemini Image 4K": "Gemini Image 4K",
     "Gemini only": "Gemini uniquement",
     "Gemini will continue to auto-detect thinking mode even with the adapter disabled. Enable this only when you need finer control over pricing and budgeting.": "Gemini continuera à détecter automatiquement le mode de pensée même avec l'adaptateur désactivé. Activez ceci uniquement lorsque vous avez besoin d'un contrôle plus fin sur la tarification et le budget.",
     "General": "Général",
     "General Settings": "Paramètres généraux",
     "Generate": "Générer",
-    "Generate and manage your API access token": "Générer et gérer votre jeton d'accès API",
-    "Generate Doubao Seedance videos through Volcengine Ark": "Générer des vidéos Doubao Seedance via Volcengine Ark",
     "Generate Lyrics": "Générer des paroles",
     "Generate Midjourney images through MjProxy": "Générer des images Midjourney via MjProxy",
     "Generate Midjourney images through MjProxyPlus": "Générer des images Midjourney via MjProxyPlus",
@@ -2699,8 +3021,6 @@
     "Generate new backup codes for account recovery": "Générer de nouveaux codes de secours pour la récupération du compte",
     "Generate New Codes": "Générer de nouveaux codes",
     "Generate tokens from the Tokens page; you can scope them to specific models, groups, IPs, and rate-limits.": "Générez des jetons depuis la page Jetons ; vous pouvez les restreindre par modèle, groupe, IP et limites de débit.",
-    "Generated": "Généré",
-    "Generated a system access token": "Jeton d’accès système généré",
     "Generated image": "Image générée",
     "Generating new codes will invalidate all existing backup codes.": "La génération de nouveaux codes invalidera tous les codes de sauvegarde existants.",
     "Generating...": "Génération...",
@@ -2708,11 +3028,11 @@
     "Generation was interrupted": "La génération a été interrompue",
     "Generic cache": "Cache générique",
     "Get advice": "Obtenir des conseils",
-    "Get notified when balance falls below this value": "Recevoir une notification lorsque le solde tombe en dessous de cette valeur",
     "Get one here": "Obtenir ici",
     "Get started": "Commencer",
     "Get Started": "Commencer",
     "GitHub": "GitHub",
+    "GitHub ID is empty!": "L’ID GitHub est vide !",
     "GitHub rate limit reached. Try again later.": "Limite de requêtes GitHub atteinte. Réessayez plus tard.",
     "Give the group a recognizable name and optional description.": "Donnez au groupe un nom reconnaissable et une description facultative.",
     "Give this group a recognizable name.": "Donnez un nom reconnaissable à ce groupe.",
@@ -2737,9 +3057,12 @@
     "Go to settings": "Aller aux paramètres",
     "Go to Settings": "Aller aux paramètres",
     "Good": "Bon",
+    "Got it": "Compris",
     "Gotify Application Token": "Jeton d'application Gotify",
     "Gotify Documentation": "Documentation Gotify",
     "Gotify Server URL": "URL du serveur Gotify",
+    "Gotify server URL cannot be empty": "L’URL du serveur Gotify ne peut pas être vide",
+    "Gotify token cannot be empty": "Le jeton Gotify ne peut pas être vide",
     "gpt-3.5-turbo": "gpt-3.5-turbo",
     "gpt-3.5-turbo-0125": "gpt-3.5-turbo-0125",
     "gpt-4": "gpt-4",
@@ -2755,7 +3078,20 @@
     "Group": "Groupe",
     "Group {{path}}": "Groupe {{path}}",
     "Group & Quota": "Groupe et Quota",
+    "Group #{{index}} category name cannot exceed 50 characters": "Le nom de catégorie du groupe n° {{index}} ne peut pas dépasser 50 caractères",
+    "Group #{{index}} category name duplicates another group": "Le nom de catégorie du groupe n° {{index}} est en double avec un autre groupe",
+    "Group #{{index}} contains disallowed content": "Le groupe n° {{index}} contient du contenu non autorisé",
+    "Group #{{index}} description cannot exceed 200 characters": "La description du groupe n° {{index}} ne peut pas dépasser 200 caractères",
+    "Group #{{index}} has a URL that cannot be parsed: {{error}}": "L'URL du groupe n° {{index}} ne peut pas être analysée : {{error}}",
+    "Group #{{index}} has an invalid URL format": "Le groupe n° {{index}} a un format d'URL invalide",
+    "Group #{{index}} is missing the category name field": "Le groupe n° {{index}} n'a pas de champ de nom de catégorie",
+    "Group #{{index}} is missing the slug field": "Le groupe n° {{index}} n'a pas de champ slug",
+    "Group #{{index}} is missing the URL field": "Le groupe n° {{index}} n'a pas de champ URL",
+    "Group #{{index}} slug can only contain letters, numbers, underscores and hyphens": "Le slug du groupe n° {{index}} ne peut contenir que des lettres, des chiffres, des traits de soulignement et des tirets",
+    "Group #{{index}} slug cannot exceed 100 characters": "Le slug du groupe n° {{index}} ne peut pas dépasser 100 caractères",
+    "Group #{{index}} URL cannot exceed 500 characters": "L'URL du groupe n° {{index}} ne peut pas dépasser 500 caractères",
     "Group added. Click \"Save Settings\" to apply.": "Groupe ajouté. Cliquez sur \"Enregistrer les paramètres\" pour appliquer.",
+    "Group blacklist": "Groupes exclus",
     "Group channels by tag for batch operations": "Regrouper les canaux par étiquette pour les opérations par lots",
     "Group config overrides global limits, shares the same period": "La configuration du groupe annule les limites globales et partage la même période",
     "Group deleted. Click \"Save Settings\" to apply.": "Groupe supprimé. Cliquez sur \"Enregistrer les paramètres\" pour appliquer.",
@@ -2765,15 +3101,21 @@
     "Group is required": "Le groupe est requis",
     "Group name": "Nom du groupe",
     "Group Name": "Nom du groupe",
+    "Group name already exists": "Le nom du groupe existe déjà",
+    "Group name and type cannot be empty": "Le nom et le type du groupe ne peuvent pas être vides",
     "Group name cannot be changed when editing.": "Le nom du groupe ne peut pas être modifié lors de la modification.",
+    "Group pool": "Group pool",
     "Group prices cannot be expanded because this expression is not a standard tiered pricing expression.": "Les prix par groupe ne peuvent pas être détaillés car cette expression n'est pas une expression tarifaire par paliers standard.",
     "Group Pricing": "Tarification des groupes",
-    "How a session is identified and which channel it keeps.": "Comment une session est identifiée et quel canal elle conserve.",
     "Group pricing usage guide": "Guide d'utilisation des groupes tarifaires",
     "group ratio": "ratio de groupe",
     "Group Ratio": "Ratio de groupe",
     "Group ratios": "Ratios de groupe",
+    "Group settings": "Paramètres des groupes",
+    "Group Status": "Group Status",
+    "Group tags": "Group tags",
     "Group updated. Click \"Save Settings\" to apply.": "Groupe mis à jour. Cliquez sur \"Enregistrer les paramètres\" pour appliquer.",
+    "Group visibility": "Visibilité des groupes",
     "Group-based rate limits": "Limites de débit basées sur le groupe",
     "Group:": "Groupe :",
     "Group: {{ratio}}x": "Groupe : {{ratio}}x",
@@ -2799,6 +3141,7 @@
     "Header Name": "Nom de l’en-tête",
     "Header navigation": "Navigation d'en-tête",
     "Header Override": "Remplacement d'en-tête",
+    "Header override must be valid JSON format": "La substitution des en-têtes doit être au format JSON valide",
     "Header Passthrough (X-Request-Id)": "Passthrough en-tête (X-Request-Id)",
     "Header Value (supports string or JSON mapping)": "Valeur de l'en-tête (chaîne ou mappage JSON)",
     "header. Anthropic-formatted endpoints accept the": ". Les points de terminaison au format Anthropic acceptent à la place",
@@ -2820,6 +3163,7 @@
     "Hide sensitive data": "Masquer les données sensibles",
     "Hide setup guide": "Masquer le guide de configuration",
     "High Performance": "Hautes performances",
+    "High throughput first": "Débit élevé en priorité",
     "High-risk operation confirmation": "Confirmation d'opération à haut risque",
     "High-risk status code retry confirmation text": "J'ai compris les risques de facturation multiple et de panne, et je confirme l'activation",
     "High-risk status code retry input mismatch": "Le texte saisi ne correspond pas au texte requis.",
@@ -2833,6 +3177,7 @@
     "Historical capitalization": "Ancienne casse",
     "Historical tokens": "Anciens jetons",
     "Historical Usage": "Utilisation historique",
+    "History": "History",
     "History of MjProxy-style image tasks.": "Historique des tâches d'images style MjProxy.",
     "Hit criteria: If cached tokens exist in usage, it counts as a hit.": "Critère de hit : si des tokens en cache existent dans l'utilisation, cela compte comme un hit.",
     "Hit Rate": "Taux de succès",
@@ -2848,6 +3193,7 @@
     "Hourly token usage by model over the past 24 hours": "Utilisation horaire de tokens par modèle sur les dernières 24 heures",
     "hours": "heures",
     "How a call is priced": "Comment un appel est tarifé",
+    "How a session is identified and which channel it keeps.": "Comment une session est identifiée et quel canal elle conserve.",
     "How client credentials are sent to the token endpoint": "Comment les informations d'identification client sont envoyées au point de terminaison de jeton",
     "How frequently the system checks auto-disabled channels for recovery": "Fréquence à laquelle le système vérifie la récupération des canaux désactivés automatiquement",
     "How frequently the system tests all channels": "Fréquence à laquelle le système teste tous les canaux",
@@ -2863,6 +3209,7 @@
     "How will you use the platform?": "Comment allez-vous utiliser la plateforme ?",
     "HTTP Protocol": "Protocole HTTP",
     "HTTP protocol must be Auto or HTTP/1.1": "Le protocole HTTP doit être Auto ou HTTP/1.1",
+    "HTTP status": "HTTP status",
     "HTTP/1.1": "HTTP/1.1",
     "HTTP/2 Connection Shards": "Fragments de connexion HTTP/2",
     "HTTP/2 connection shards are unavailable when HTTP/1.1 is selected.": "Les fragments de connexion HTTP/2 sont indisponibles lorsque HTTP/1.1 est sélectionné.",
@@ -2893,12 +3240,17 @@
     "I have read and agree to the": "J'ai lu et j'accepte les",
     "I have read and understood the above compliance reminder": "J’ai lu et compris le rappel de conformité ci-dessus",
     "I have read and understood the above compliance reminder, acknowledge the related legal risks, and confirm that I bear legal responsibility arising from deployment, operation, and charging behavior.": "J’ai lu et compris le rappel de conformité ci-dessus, je reconnais les risques juridiques associés et confirme assumer la responsabilité juridique liée au déploiement, à l’exploitation et à la facturation.",
+    "I understand": "I understand",
     "I understand that disabling 2FA removes its authenticator and backup codes.": "Je comprends que désactiver la 2FA supprimera l’authentificateur associé et ses codes de secours.",
     "I understand that disabling 2FA will remove all protection and backup codes": "Je comprends que la désactivation de la 2FA supprimera toute protection et les codes de secours",
+    "I understand the charges, enable and save": "I understand the charges, enable and save",
     "Icon": "Icône",
     "Icon file must be 100 KB or smaller": "Le fichier icône doit être de 100 Ko ou moins",
     "Icon identifier (e.g. github, gitlab)": "Identifiant d'icône (par exemple github, gitlab)",
     "ID": "ID",
+    "ID is empty": "L'ID est vide",
+    "ID is empty!": "L’ID est vide !",
+    "Identifier source": "Identifier source",
     "If an upstream error contains any of these keywords (case insensitive), the channel will be disabled automatically.": "Si une erreur en amont contient l'un de ces mots-clés (insensible à la casse), le canal sera désactivé automatiquement.",
     "If authorization succeeds, the generated JSON will be inserted into the key field. You still need to save the channel to persist it.": "Si l'autorisation réussit, le JSON généré sera inséré dans le champ clé. Vous devez encore enregistrer le canal pour le conserver.",
     "If connecting to upstream One API or New API relay projects, use OpenAI type instead unless you know what you are doing": "Si vous vous connectez à des projets de relais One API ou New API en amont, utilisez le type OpenAI à la place sauf si vous savez ce que vous faites",
@@ -2918,10 +3270,12 @@
     "Image Cache": "Cache image",
     "Image cache input price": "Prix des images en cache",
     "Image count": "Nombre d’images",
+    "Image count {{count}}": "Nombre d'images {{count}}",
     "Image Generation": "Génération d'images",
     "Image In": "Entrée d’image",
     "Image input": "Entrée image",
     "Image input price": "Prix d’entrée image",
+    "Image input unavailable": "Entrée image indisponible",
     "Image not available": "Image indisponible",
     "Image Out": "Sortie d’image",
     "Image output price": "Prix de sortie image",
@@ -2940,6 +3294,7 @@
     "In Progress": "En cours",
     "In the visual editor these appear as Extra visible and Hidden. In JSON, +: (or no prefix) adds a group and -: removes one.": "Dans l’éditeur visuel, ces règles apparaissent comme « Visible en plus » et « Masqué ». En JSON, +: (ou aucun préfixe) ajoute un groupe et -: en retire un.",
     "In:": "Entrée :",
+    "Inactive disk cache cleared": "Cache disque inactif vidé",
     "incident": "incident",
     "incidents": "incidents",
     "Incidents": "Incidents",
@@ -2950,6 +3305,7 @@
     "Include name": "Inclure le nom",
     "Include quota": "Inclure le quota",
     "Include Rule Name": "Inclure le nom de la règle",
+    "Includes changes that require security verification, such as password, two-factor settings, and account deletion.": "Comprend les modifications qui nécessitent une vérification de sécurité, comme le mot de passe, les paramètres de l’authentification à deux facteurs et la suppression du compte.",
     "Includes request rules": "Inclut des règles de requête",
     "Includes tool-call surcharge": "Inclut un supplément pour appel d’outil",
     "Including failed requests, 0 = unlimited": "Y compris les requêtes échouées, 0 = illimité",
@@ -2959,6 +3315,8 @@
     "Incoming path must not include query": "Le chemin entrant ne doit pas inclure de query",
     "Incoming path must start with /": "Le chemin entrant doit commencer par /",
     "Incomplete": "Incomplet",
+    "Incomplete capability": "Capacité incomplète",
+    "Inconclusive sample": "Inconclusive sample",
     "Increase quota for user “{{name}}”": "Augmenter le quota de « {{name}} »",
     "Increase user quota": "Augmenter le quota utilisateur",
     "Increased user quota by {{quota}}": "Quota de l'utilisateur augmenté de {{quota}}",
@@ -2966,8 +3324,10 @@
     "Index request failed with HTTP {{status}}": "Échec de la requête d’index : HTTP {{status}}",
     "Index URL": "URL de l’index",
     "Information unavailable": "Information indisponible",
+    "Inherit global Auto": "Inherit global Auto",
     "Inherit global Auto order": "Hériter de l’ordre Auto global",
     "Inherit global default": "Utiliser la valeur globale",
+    "Inherit user group": "Inherit user group",
     "Inherit vendor icon": "Hériter de l’icône du fournisseur",
     "Inherited": "Hérité",
     "Inherited from {{vendor}}": "Héritée de {{vendor}}",
@@ -2979,18 +3339,24 @@
     "Initializing…": "Initialisation…",
     "Inpaint": "Inpainting",
     "Input": "Entrée",
+    "Input / Output / Cache": "Input / Output / Cache",
     "Input mode": "Mode d'entrée",
+    "Input pre-consume multiplier": "Multiplicateur de pré-débit des entrées",
     "Input price": "Prix d’entrée",
     "Input price is required before saving dependent prices.": "Le prix d’entrée est requis avant d’enregistrer les prix dépendants.",
+    "Input Price: High to Low": "Prix d’entrée : Du plus élevé au plus bas",
+    "Input Price: Low to High": "Prix d’entrée : Du plus bas au plus élevé",
     "Input token rate": "Débit de tokens en entrée",
     "Input tokens": "Jetons d’entrée",
     "Input Tokens": "Tokens d'entrée",
+    "Insert a new priority tier": "Insérer un nouveau niveau",
     "Inset": "Encastré",
     "Inspect requests, errors, and billing details": "Inspecter les requêtes, les erreurs et les détails de facturation",
     "Inspect user prompts": "Inspecter les invites utilisateur",
     "Install": "Installer",
     "Install {{name}}": "Installer {{name}}",
     "Install and enable": "Installer et activer",
+    "Install, configure, test, and remove task plugins.": "Installer, configurer, tester et supprimer des plugins de tâche.",
     "Installed": "Installés",
     "Installed {{name}} v{{version}}": "{{name}} v{{version}} installé",
     "Installed v{{from}} → marketplace v{{to}}": "Installé v{{from}} → marché v{{to}}",
@@ -3014,13 +3380,30 @@
     "Interval must be at least 1 minute": "L'intervalle doit être d'au moins 1 minute",
     "Invalid (NaN)": "Invalide (NaN)",
     "Invalid adjustment parameters": "Paramètres de modification invalides",
+    "Invalid announcements format: {{error}}": "Format des annonces invalide : {{error}}",
+    "Invalid API info format: {{error}}": "Format des informations API invalide : {{error}}",
+    "Invalid authorization code": "Code d’autorisation invalide",
+    "Invalid Bark push URL": "URL de notification Bark invalide",
+    "Invalid billing expression for model {{model}}: {{error}}": "Expression de facturation invalide pour le modèle {{model}} : {{error}}",
     "Invalid channel header override": "Configuration des en-têtes du canal invalide",
+    "Invalid channel ID": "ID de canal invalide",
+    "Invalid channel priority move": "Déplacement de priorité non valide",
     "Invalid channel proxy": "Configuration du proxy du canal invalide",
+    "Invalid channel settings format: {{error}}": "Format des paramètres du canal invalide : {{error}}",
     "Invalid chat link. Please contact the administrator.": "Lien de chat invalide. Veuillez contacter l'administrateur.",
     "Invalid chat link. Please contact your administrator.": "Lien de chat invalide. Veuillez contacter votre administrateur.",
     "Invalid code": "Code invalide",
+    "Invalid Discovery URL. Only http and https are supported": "URL Discovery invalide. Seuls http et https sont pris en charge",
+    "Invalid email address": "Adresse e-mail invalide",
     "Invalid expression syntax": "Syntaxe d’expression invalide",
+    "Invalid FAQ format: {{error}}": "Format de la FAQ invalide : {{error}}",
+    "Invalid Gotify server URL": "URL du serveur Gotify invalide",
+    "Invalid group blacklist": "Liste des groupes exclus invalide",
+    "Invalid group pool or model rule": "Invalid group pool or model rule",
+    "Invalid ID": "ID invalide",
     "Invalid inference server address": "Adresse du serveur d’inférence invalide",
+    "Invalid input": "Saisie invalide",
+    "Invalid input {{error}}": "Saisie invalide {{error}}",
     "Invalid items format": "Format des éléments invalide",
     "Invalid JSON": "JSON invalide",
     "Invalid JSON format": "Format JSON invalide",
@@ -3028,11 +3411,19 @@
     "Invalid JSON in parameter override template": "JSON invalide dans le modèle de remplacement de paramètres",
     "Invalid JSON string.": "Chaîne JSON invalide.",
     "Invalid model mapping format": "Format de mappage de modèle invalide",
+    "Invalid parameters": "Paramètres invalides",
     "Invalid Passkey domain. Enter a domain without a scheme, port, path or wildcard.": "Domaine de clé d’accès invalide. Saisissez un domaine sans protocole, port, chemin ni caractère générique.",
+    "Invalid Passkey login state": "État de connexion Passkey invalide",
     "Invalid Passkey registration response": "Réponse d'enregistrement de passe-clé invalide",
     "Invalid Passkey response": "Réponse Passkey invalide",
+    "Invalid Passkey verification request": "Requête de vérification Passkey invalide",
     "Invalid payment redirect URL": "URL de redirection de paiement non valide",
     "Invalid pricing value": "Valeur tarifaire invalide",
+    "Invalid provider ID": "ID de fournisseur invalide",
+    "Invalid request": "Requête invalide",
+    "Invalid request body.": "Corps de requête invalide.",
+    "Invalid request parameter format": "Format des paramètres de requête invalide",
+    "Invalid request parameters: {{error}}": "Paramètres de requête invalides : {{error}}",
     "Invalid reset link, please request a new password reset": "Lien de réinitialisation invalide, veuillez demander une nouvelle réinitialisation de mot de passe",
     "Invalid reset link, please request a new password reset.": "Lien de réinitialisation invalide, veuillez demander une nouvelle réinitialisation du mot de passe.",
     "Invalid response": "Réponse invalide",
@@ -3040,12 +3431,21 @@
     "Invalid status code mapping entries: {{entries}}": "Entrées de mappage de code d'état invalides : {{entries}}",
     "Invalid status code rules": "Règles de codes d’état invalides",
     "Invalid status code rules: {{tokens}}": "Règles de code de statut invalides : {{tokens}}",
+    "Invalid subscription ID": "ID d'abonnement non valide",
+    "Invalid top-up amount": "Montant de recharge non valide",
+    "Invalid top-up quota": "Quota de recharge non valide",
+    "Invalid Uptime Kuma group settings format: {{error}}": "Format des paramètres de groupe Uptime Kuma invalide : {{error}}",
+    "Invalid user ID": "ID utilisateur invalide",
     "Invalid vLLM server address": "Adresse du serveur vLLM invalide",
+    "Invalid warning type": "Type d’alerte invalide",
+    "Invalid Webhook URL": "URL de Webhook invalide",
     "Invalidate": "Invalider",
     "Invalidated": "Invalidé",
     "Invert match": "Inverser la correspondance",
     "Invitation Code": "Code d'invitation",
+    "Invitation code bonus {{quota}}": "Bonus de code d'invitation {{quota}}",
     "Invitation Quota": "Quota d'invitation",
+    "Invitation quota is insufficient!": "Quota d’invitation insuffisant !",
     "Invite Info": "Informations sur l'invitation",
     "Invited": "Invité",
     "Invited {{count}} users": "{{count}} invitations",
@@ -3053,9 +3453,11 @@
     "Invited Users": "Utilisateurs invités",
     "Invitee Reward": "Récompense de l'invité",
     "Inviter": "Inviteur",
+    "Inviter ID: {{id}}": "ID du parrain : {{id}}",
     "Inviter Reward": "Récompense de l'inviteur",
     "Invites": "Invitations",
     "Invoke developer-defined functions with structured arguments": "Appeler des fonctions définies par le développeur avec des arguments structurés",
+    "InvokeModel (legacy)": "InvokeModel (ancienne API)",
     "io.net API Key": "Clé API io.net",
     "io.net Deployments": "Déploiements io.net",
     "IP": "IP",
@@ -3065,7 +3467,6 @@
     "IP Whitelist (supports CIDR)": "Liste blanche IP (supporte CIDR)",
     "IP: {{ip}} · Method: {{method}}": "IP : {{ip}} · Méthode : {{method}}",
     "is less than the configured maximum cache size": "est inférieur à la taille maximale du cache configurée",
-    "Later requests follow the new channel.": "Les requêtes suivantes suivent le nouveau canal.",
     "is the default price; ": "est le prix par défaut ; ",
     "It seems like the page you're looking for": "Il semble que la page que vous recherchez",
     "Items": "Éléments",
@@ -3073,6 +3474,7 @@
     "JavaScript file": "Fichier JavaScript",
     "Jimeng": "Jimeng",
     "Jina": "Jina",
+    "Join the same priority tier": "Rejoindre le même niveau de priorité",
     "JSON": "JSON",
     "JSON array of group identifiers. When enabled below, new tokens rotate through this list.": "Tableau JSON d'identifiants de groupe. Lorsqu'il est activé ci-dessous, les nouveaux jetons alternent dans cette liste.",
     "JSON Editor": "Édition JSON",
@@ -3104,14 +3506,20 @@
     "Keep original value": "Conserver la valeur originale",
     "Keep original value (skip if target exists)": "Conserver la valeur originale (ignorer si la cible existe)",
     "Keep the domains used by existing Passkeys, one per line. If the primary domain changed from www.example.com to example.com, enter www.example.com here.": "Conservez les domaines des clés existantes, un par ligne. Si le domaine principal passe de www.example.com à example.com, gardez www.example.com ici.",
+    "Keep the names users call; change what is sent upstream.": "Conservez les noms utilisés par vos utilisateurs et modifiez ceux envoyés en amont.",
     "Keep the platform ready": "Gardez la plateforme prête",
     "Keep the session binding when the channel is unavailable": "Conserver la liaison si le canal est indisponible",
     "Keep this above 1 minute to avoid heavy database load": "Gardez cette valeur au-dessus de 1 minute pour éviter une charge excessive de la base de données",
     "Keep this vendor": "Fournisseur à conserver",
+    "Keep upstream names; choose what users call.": "Conservez les noms en amont et définissez ceux utilisés par vos utilisateurs.",
     "Keep-alive Ping": "Ping de maintien de connexion",
     "Keeps compatible responses more repeatable": "Rend les réponses compatibles plus reproductibles",
     "Key": "Clé",
+    "Key deleted": "Clé supprimée",
+    "Key disabled": "Clé désactivée",
+    "Key enabled": "Clé activée",
     "Key Fingerprint": "Empreinte de clé",
+    "Key index out of range": "Index de clé hors limites",
     "Key Sources": "Sources de clé",
     "Key Summary": "Résumé de clé",
     "Key Update Mode": "Mode de mise à jour de la clé",
@@ -3126,8 +3534,11 @@
     "Language preference saved": "Préférence de langue enregistrée",
     "Language Preferences": "Préférences de langue",
     "Language preferences sync across your signed-in devices and affect API error messages.": "Les préférences de langue se synchronisent sur vos appareils connectés et affectent les messages d'erreur de l'API.",
+    "Last 18 checks": "Last 18 checks",
+    "Last 24 hours, all users. Actual charges divided by total input and output tokens. Historical average, not a price quote.": "Last 24 hours, all users. Actual charges divided by total input and output tokens. Historical average, not a price quote.",
     "Last 24h usage": "Utilisation 24h",
     "Last 30 days uptime": "Disponibilité 30 derniers jours",
+    "Last 6 hours": "Last 6 hours",
     "Last active {{time}} · Expires {{expires}}": "Dernière activité {{time}} · Expire le {{expires}}",
     "Last check time": "Dernière vérification",
     "Last detected addable models": "Derniers modèles ajoutables détectés",
@@ -3137,14 +3548,16 @@
     "Last Tested": "Dernier testé",
     "Last updated": "Dernière mise à jour",
     "Last updated:": "Dernière mise à jour :",
-    "Last used": "Dernière utilisation",
     "Last Used": "Dernière utilisation",
-    "Last used IP": "Dernière adresse IP",
+    "Last used {{time}}": "Dernière utilisation le {{time}}",
     "Last used:": "Dernière utilisation :",
     "Latency": "Latence",
     "Latency check": "Contrôle de latence",
     "Latency short": "Lat.",
     "Latency trend (last 24h)": "Tendance de latence (24 dernières heures)",
+    "Later": "Plus tard",
+    "Later requests follow the new channel.": "Les requêtes suivantes suivent le nouveau canal.",
+    "Latest 30 valid calls per model; first-token time uses streaming calls. Model tests fill missing samples. Throughput is output tokens divided by total request time.": "Moyenne des 30 derniers appels valides par modèle ; le premier token utilise les appels en streaming. Les tests remplacent les échantillons manquants. Débit = tokens de sortie / durée totale.",
     "Latest platform updates and notices": "Dernières mises à jour et annonces de la plateforme",
     "Latest version": "Dernière version",
     "Lavender Dream": "Rêve de lavande",
@@ -3169,15 +3582,19 @@
     "Leave empty to use account email": "Laissez vide pour utiliser l'e-mail du compte",
     "Leave empty to use default": "Laisser vide pour utiliser la valeur par défaut",
     "Leave empty to use system temp directory": "Laisser vide pour utiliser le répertoire temporaire",
+    "Leave empty to use the site default ({{amount}})": "Laissez vide pour utiliser la valeur par défaut du site ({{amount}})",
     "Leave empty to use username": "Laissez vide pour utiliser le nom d'utilisateur",
     "Leave the final split empty as the fallback for models not matched above.": "Laissez la dernière répartition vide comme solution de secours pour les modèles non appariés plus haut.",
     "Leave this empty only for the final fallback split; it catches client models not matched above.": "Laissez vide uniquement pour la dernière branche de repli ; elle reçoit les modèles client non associés plus haut.",
     "Left to Right": "De gauche à droite",
+    "Legacy access tokens have been retired. Create a new access token in security settings": "Les anciens jetons d'accès ont été retirés. Créez un nouveau jeton d'accès dans les paramètres de sécurité",
+    "Legacy Astra model guard (deprecated)": "Legacy Astra model guard (deprecated)",
     "Legacy Format (JSON Object)": "Ancien format (objet JSON)",
     "Legacy format must be a JSON object": "L'ancien format doit être un objet JSON",
     "Legacy Format Template": "Modèle ancien format",
     "Legacy full-URL integration; use Advanced Custom for new channels": "Ancienne intégration par URL complète ; utilisez Personnalisé avancé pour les nouveaux canaux",
     "Legacy pricing is deprecated. Convert the current prices to an expression draft, then save to apply it.": "L’ancien mode tarifaire est obsolète. Convertissez les prix actuels en brouillon d’expression, puis enregistrez pour l’appliquer.",
+    "Legacy token": "Ancien jeton",
     "Legal": "Juridique",
     "Less": "Moins",
     "Less than": "Inférieur à",
@@ -3199,6 +3616,7 @@
     "Linked account": "Compte associé",
     "Linked models": "Modèles associés",
     "Linked records are counted once. Matching rules show their covered models separately.": "Chaque fiche associée compte une fois. Les modèles couverts par les règles sont comptés séparément.",
+    "Linux DO trust level does not meet the minimum required by administrator": "Le niveau de confiance Linux DO n’atteint pas le minimum requis par l’administrateur",
     "LinuxDO": "LinuxDO",
     "LinuxDO Client ID": "ID client LinuxDO",
     "LinuxDO Client Secret": "Secret client LinuxDO",
@@ -3208,6 +3626,11 @@
     "List view": "Vue en liste",
     "Listing also depends on metadata visibility and the user’s group access.": "L’affichage dépend aussi de la visibilité des métadonnées et des groupes accessibles à l’utilisateur.",
     "Listing hidden": "Masqué",
+    "Live group status and ModelTrace fingerprints.": "Live group status and ModelTrace fingerprints.",
+    "Live group status, model fingerprints and recent pelican works.": "Live group status, model fingerprints and recent pelican works.",
+    "Live group status, model fingerprints and recent vision works.": "Live group status, model fingerprints and recent vision works.",
+    "Live group status, ModelTrace fingerprints and auxiliary Meow benchmarks.": "Live group status, ModelTrace fingerprints and auxiliary Meow benchmarks.",
+    "Live group status, ModelTrace fingerprints and candy tests.": "Live group status, ModelTrace fingerprints and candy tests.",
     "Live refresh pauses when no task is running": "L'actualisation en direct est suspendue lorsqu'aucune tâche n'est en cours",
     "LLM Leaderboard": "Classement des LLM",
     "LLM prompt helper": "Assistant prompt LLM",
@@ -3216,6 +3639,7 @@
     "Load template...": "Charger le modèle...",
     "Loader": "Chargeur",
     "Loading": "Chargement",
+    "Loading API key settings. The empty fields below are not the saved configuration.": "Loading API key settings. The empty fields below are not the saved configuration.",
     "Loading channel details": "Chargement des détails du canal",
     "Loading configuration": "Chargement de la configuration",
     "Loading content settings...": "Chargement des paramètres de contenu...",
@@ -3231,6 +3655,7 @@
     "Loading...": "Chargement...",
     "Local": "Local",
     "Local Billing": "Facturation locale",
+    "Local check": "Vérification locale",
     "Local Estimate (billing-usage-anthropic)": "Estimation locale (billing-usage-anthropic)",
     "Local Estimate (billing-usage-gemini)": "Estimation locale (billing-usage-gemini)",
     "Local Estimate (billing-usage-openai)": "Estimation locale (billing-usage-openai)",
@@ -3243,10 +3668,13 @@
     "Log cleanup task started.": "La tâche de nettoyage des journaux a démarré.",
     "Log Details": "Détails du journal",
     "Log Directory": "Répertoire des journaux",
+    "Log export is disabled": "L'exportation des journaux est désactivée",
     "Log File Count": "Nombre de fichiers journaux",
     "Log files older than {{value}} days will be deleted.": "Les fichiers journaux de plus de {{value}} jours seront supprimés.",
     "Log IP address for usage and error logs": "Enregistrer l'adresse IP pour les journaux d'utilisation et d'erreurs",
     "Log Maintenance": "Maintenance des journaux",
+    "Log recording": "Enregistrement des journaux",
+    "Log search and export": "Recherche et exportation des journaux",
     "Log Type": "Type de journal",
     "Logged in successfully via {{method}}": "Connexion réussie via {{method}}",
     "Logic": "Logique",
@@ -3262,26 +3690,31 @@
     "Logo": "Logo",
     "Logo URL": "URL du logo",
     "Logs": "Journaux",
-    "Make sure you understand these effects before enabling.": "Assurez-vous de bien comprendre ces effets avant d'activer.",
-    "Maximum retries": "Nombre maximal de tentatives",
     "Long passwords are unavailable until the password storage upgrade is complete.": "Les mots de passe longs seront disponibles après la mise à niveau du stockage des mots de passe.",
+    "Longest log time range (days)": "Plage maximale des journaux (jours)",
     "Look for a special ratio rule matching this user group and this billing group. If one exists, use its ratio. Otherwise use the billing group base ratio from the pricing table.": "Cherchez une règle de taux spécial correspondant à ce groupe d’utilisateurs et ce groupe de facturation. Si elle existe, utilisez son taux ; sinon le taux de base du groupe de facturation.",
     "Low balance": "Solde faible",
+    "Low balance reminder": "Rappel de solde faible",
+    "Low cost first": "Low cost first",
+    "Lower priority numbers run first. Equal priorities use round-robin. Removing a pool group also removes its rule references.": "Lower priority numbers run first. Equal priorities use round-robin. Removing a pool group also removes its rule references.",
     "Lowest median first-token latency": "Latence médiane de premier jeton la plus faible",
     "m": "m",
     "Maintenance": "Maintenance",
     "Make extra groups visible to, or hide default groups from, users of a specific group.": "Rendre des groupes supplémentaires visibles pour les utilisateurs d’un groupe donné, ou leur masquer des groupes par défaut.",
     "Make it easier for teammates to pick the right group.": "Faciliter le choix du bon groupe pour les coéquipiers.",
+    "Make sure you understand these effects before enabling.": "Assurez-vous de bien comprendre ces effets avant d'activer.",
     "Manage": "Gestion",
     "Manage account bindings for this user": "Gérer les liaisons de compte pour cet utilisateur",
     "Manage Bindings": "Gérer les liaisons",
     "Manage catalog visibility and pricing.": "Gérer la visibilité du catalogue et les prix.",
     "Manage custom OAuth providers for user authentication": "Gérer les fournisseurs OAuth personnalisés pour l'authentification des utilisateurs",
+    "Manage display": "Manage display",
     "Manage Keys": "Gérer les clés",
     "Manage local models for:": "Gérer les modèles locaux pour :",
     "Manage metadata, pricing, and channel connections. Each section saves separately.": "Gérez les métadonnées, les tarifs et les canaux. Chaque section s’enregistre séparément.",
     "Manage multi-key status and configuration for this channel": "Gérer le statut multi-clés et la configuration pour ce canal",
     "Manage Ollama Models": "Gérer les modèles Ollama",
+    "Manage pricing, visibility and automatic routing for your groups.": "Gérez les tarifs, la visibilité et le routage automatique des groupes.",
     "Manage server log files. Log files accumulate over time; regular cleanup is recommended to free disk space.": "Gérer les fichiers journaux du serveur. Les fichiers journaux s'accumulent au fil du temps ; un nettoyage régulier est recommandé.",
     "Manage sources": "Gérer les sources",
     "Manage subscription plans and pricing.": "Gérer les plans d'abonnement et les tarifs.",
@@ -3290,7 +3723,10 @@
     "Manage Vendors": "Gérer les fournisseurs",
     "Manage your LinuxDO OAuth app": "Gérer votre application OAuth LinuxDO",
     "Manage your security settings and account access": "Gérer vos paramètres de sécurité et l'accès à votre compte",
+    "Mantle (Messages API)": "Mantle (Messages API)",
+    "Manual detection uses your wallet balance.": "Manual detection uses your wallet balance.",
     "Manual Disabled": "Désactivé manuellement",
+    "Manual labels only; they do not change pricing, permissions or routing. Save new groups before editing their tags.": "Manual labels only; they do not change pricing, permissions or routing. Save new groups before editing their tags.",
     "Map fields from the user info response to local user attributes. Supports nested paths (e.g. ocs.data.id).": "Mapper les champs de la réponse des informations utilisateur vers les attributs utilisateur locaux. Supporte les chemins imbriqués (par exemple ocs.data.id).",
     "Map model identifiers to Gemini API versions. A `default` entry applies when no specific match is found.": "Mapper les identifiants de modèle aux versions de l'API Gemini. Une entrée `default` s'applique lorsqu'aucune correspondance spécifique n'est trouvée.",
     "Map request model names to actual provider model names (JSON format)": "Mapper les noms de modèles de requête aux noms réels de modèles du fournisseur (format JSON)",
@@ -3333,6 +3769,7 @@
     "Max Successful Requests": "Max Requêtes réussies",
     "Max Tokens": "Tokens max.",
     "Maximum {{max}} groups selected": "Maximum de {{max}} groupes atteint",
+    "Maximum 100 redemption codes can be generated at once": "Vous pouvez générer au maximum 100 codes d'échange à la fois",
     "Maximum 1000 characters. Supports Markdown and HTML.": "Maximum 1000 caractères. Prend en charge Markdown et HTML.",
     "Maximum 200 characters": "Maximum 200 caractères",
     "Maximum 500 characters. Supports Markdown and HTML.": "Maximum 500 caractères. Prend en charge Markdown et HTML.",
@@ -3343,7 +3780,9 @@
     "Maximum number of channels tested at the same time (1-32)": "Nombre maximal de canaux testés simultanément (1 à 32)",
     "Maximum number of tokens each user can create. Default 1000. Setting too large may affect performance.": "Nombre maximum de jetons que chaque utilisateur peut créer. Par défaut 1000. Une valeur trop élevée peut affecter les performances.",
     "Maximum number of tokens in the response": "Nombre maximum de jetons dans la réponse",
+    "Maximum number of tokens reached ({{max}})": "Nombre maximal de jetons atteint ({{max}})",
     "Maximum quota amount awarded for check-in": "Montant maximum de quota attribué pour la connexion",
+    "Maximum retries": "Nombre maximal de tentatives",
     "Maximum tokens including hidden reasoning tokens": "Jetons maximum, y compris les jetons de raisonnement masqués",
     "Maximum tokens per response": "Nombre maximal de jetons par réponse",
     "Maximum tokens per user": "Nombre maximum de jetons par utilisateur",
@@ -3361,6 +3800,10 @@
     "Memory": "Mémoire",
     "Memory Hits": "Hits mémoire",
     "Memory Threshold (%)": "Seuil mémoire (%)",
+    "Meow benchmark · auxiliary": "Meow benchmark · auxiliary",
+    "Meow quick test · 32 probes per channel.": "Meow quick test · 32 probes per channel.",
+    "Meow results are auxiliary and do not affect the fingerprint downgrade rate.": "Meow results are auxiliary and do not affect the fingerprint downgrade rate.",
+    "Meow strong evidence for Astra counts as matched; strong evidence for another model counts as downgraded. Inconclusive rounds are excluded. Pelican quality is assessed separately.": "Meow strong evidence for Astra counts as matched; strong evidence for another model counts as downgraded. Inconclusive rounds are excluded. Pelican quality is assessed separately.",
     "Merchant ID": "ID du commerçant",
     "Merchant ID is required": "L'ID marchand est requis",
     "Merge into Other": "Fusionner dans Autres",
@@ -3379,6 +3822,7 @@
     "Min Top-up": "Recharge min.",
     "Min Top-up:": "Recharge min. :",
     "MiniMax": "MiniMax",
+    "Minimum {{amount}}": "Minimum {{amount}}",
     "Minimum check-in quota": "Quota minimum de connexion",
     "Minimum LinuxDO trust level required": "Niveau de confiance minimum LinuxDO requis",
     "Minimum quota amount awarded for check-in": "Montant minimum de quota attribué pour la connexion",
@@ -3389,6 +3833,7 @@
     "Minimum top-up amount must be at least 1": "Le montant minimum de recharge doit être d'au moins 1",
     "Minimum top-up quantity": "Quantité minimale de recharge",
     "Minimum topup amount: {{amount}}": "Montant minimum de recharge : {{amount}}",
+    "Minimum transfer quota is {{min}}!": "Le quota minimum de transfert est de {{min}} !",
     "Minimum Trust Level": "Niveau de confiance minimum",
     "Minimum:": "Minimum :",
     "Minor blips in the last 30 days": "Légères perturbations sur les 30 derniers jours",
@@ -3396,9 +3841,13 @@
     "Minute": "Minute",
     "minutes": "minutes",
     "Missing code": "Code manquant",
+    "Missing group ID": "ID du groupe manquant",
     "Missing metadata": "Sans métadonnées",
+    "Missing model ID": "ID du modèle manquant",
     "Missing Models": "Modèles manquants",
+    "Missing parameter rule_name, or use all=true to clear everything": "Paramètre rule_name manquant, ou utilisez all=true pour tout effacer",
     "Missing user data from Passkey login response": "Données utilisateur manquantes de la réponse de connexion Passkey",
+    "Missing vendor ID": "ID du fournisseur manquant",
     "Mistral": "Mistral",
     "MjProxy": "MjProxy",
     "MjProxyPlus": "MjProxyPlus",
@@ -3422,10 +3871,14 @@
     "Model deployment service is disabled": "Le service de déploiement de modèles est désactivé",
     "Model Description": "Description du modèle",
     "Model details": "Détails du modèle",
+    "Model detection is always active. When off, mismatched results are delivered and logged. When on, mismatched results are rejected and a safe channel switch is attempted.": "Model detection is always active. When off, mismatched results are delivered and logged. When on, mismatched results are rejected and a safe channel switch is attempted.",
     "Model disabled successfully": "Modèle désactivé avec succès",
     "Model discovery uses the first key; other keys are not tested.": "Les modèles sont récupérés avec la première clé ; les autres clés ne sont pas testées.",
     "Model discovery uses the saved channel connection settings.": "La recherche de modèles utilise les paramètres de connexion enregistrés du canal.",
     "Model enabled successfully": "Modèle activé avec succès",
+    "Model fingerprint": "Model fingerprint",
+    "Model fixed price {{model_price}}, group ratio {{group_ratio}}, action {{action}}": "Prix fixe du modèle {{model_price}}, ratio du groupe {{group_ratio}}, action {{action}}",
+    "Model fixed price {{model_price}}, group ratio {{group_ratio}}, action {{action}}, ID {{id}}": "Prix fixe du modèle {{model_price}}, ratio du groupe {{group_ratio}}, action {{action}}, ID {{id}}",
     "Model fixed pricing": "Tarification fixe du modèle",
     "Model Group": "Groupe de modèles",
     "Model hidden from model square": "Modèle masqué dans la galerie",
@@ -3445,14 +3898,20 @@
     "Model mappings are being edited in the floating panel.": "Les correspondances de modèles sont en cours de modification dans le panneau flottant.",
     "Model metadata": "Métadonnées du modèle",
     "Model metadata saved": "Métadonnées enregistrées",
+    "Model mismatch allowed": "Model mismatch allowed",
     "Model name": "Nom du modèle",
     "Model Name": "Nom du modèle",
     "Model Name *": "Nom du modèle *",
+    "Model name already exists": "Le nom du modèle existe déjà",
+    "Model name cannot be empty": "Le nom du modèle ne peut pas être vide",
     "Model name is required": "Le nom du modèle est requis",
+    "Model name is too long: {{model}}": "Nom de modèle trop long : {{model}}",
     "Model names copied to clipboard": "Noms des modèles copiés dans le presse-papiers",
     "Model not found": "Modèle introuvable",
     "Model performance metrics": "Indicateurs de performance des modèles",
+    "Model preferences": "Model preferences",
     "Model Price": "Prix du modèle",
+    "Model price {{model_price}}, group ratio {{group_ratio}}": "Prix du modèle {{model_price}}, ratio du groupe {{group_ratio}}",
     "Model price is not configured. Please complete model pricing in settings.": "Le prix du modèle n'est pas configuré. Veuillez compléter la tarification du modèle dans les paramètres.",
     "Model Price Not Configured": "Prix du modèle non configuré",
     "Model prices": "Prix des modèles",
@@ -3462,13 +3921,16 @@
     "Model pricing saved": "Tarifs du modèle enregistrés",
     "Model pull failed: {{msg}}": "Échec du téléchargement du modèle : {{msg}}",
     "Model ratio": "Ratio modèle",
+    "Model ratio {{model_ratio}}, completion ratio {{completion_ratio}}, audio ratio {{audio_ratio}}, audio completion ratio {{audio_completion_ratio}}, group ratio {{group_ratio}}": "Ratio du modèle {{model_ratio}}, ratio de complétion {{completion_ratio}}, ratio audio {{audio_ratio}}, ratio de complétion audio {{audio_completion_ratio}}, ratio du groupe {{group_ratio}}",
     "Model ratios": "Ratios de modèle",
+    "Model ratios reset": "Ratios des modèles réinitialisés",
     "Model ratios reset successfully": "Ratios des modèles réinitialisés avec succès",
     "Model redirect is unavailable": "La redirection de modèle est indisponible",
     "Model redirects": "Redirections de modèles",
     "Model Regex": "Regex du modèle",
     "Model Regex (one per line)": "Regex du modèle (un par ligne)",
     "Model regex cannot be empty": "La regex du modèle ne peut pas être vide",
+    "Model rules": "Model rules",
     "Model scope": "Portée des modèles",
     "Model selected": "Modèle sélectionné",
     "Model shown in model square": "Modèle affiché dans la galerie",
@@ -3476,8 +3938,21 @@
     "Model Square": "Place des modèles",
     "Model square visibility": "Visibilité",
     "Model Tags": "Tags de modèle",
+    "Model test": "Test du modèle",
     "Model to use for testing": "Modèle à utiliser pour les tests",
     "Model to use when testing channel connectivity": "Modèle à utiliser lors du test de la connectivité du canal",
+    "Model verification": "Model verification",
+    "Model verification: accepted": "Model verification: accepted",
+    "Model verification: confirmation_buffer_limit": "Model confirmation data exceeded limit",
+    "Model verification: confirmation_timeout": "Model confirmation timed out",
+    "Model verification: mismatch_allowed": "Model verification: mismatch_allowed",
+    "Model verification: mismatch_rejected": "Model verification: mismatch_rejected",
+    "Model verification: missing_model": "Upstream model missing",
+    "Model verification: model_mismatch": "Response model mismatch",
+    "Model verification: pending": "Model verification: pending",
+    "Model verification: switched_success": "Switched successfully",
+    "Model verification: transport_error": "Transport error",
+    "Model verification: unchecked": "Model verification: unchecked",
     "Model Version": "Version du modèle",
     "Model Version *": "Version du modèle *",
     "Model-scoped only": "Modèles uniquement",
@@ -3508,13 +3983,16 @@
     "Models updated successfully": "Modèles mis à jour avec succès",
     "Models used on this site": "Modèles utilisés sur ce site",
     "models.dev pricing preset": "Prix prédéfinis de models.dev",
+    "ModelTrace · 3 independent probes per channel.": "ModelTrace · 3 independent probes per channel.",
+    "ModelTrace fingerprint": "ModelTrace fingerprint",
+    "ModelTrace is the primary signal. Three valid probes, at least 80% candidate probability and a 0.5 score gap are required for classification. Other rounds are inconclusive. Probabilities are relative to the candidate bank.": "ModelTrace is the primary signal. Three valid probes, at least 80% candidate probability and a 0.5 score gap are required for classification. Other rounds are inconclusive. Probabilities are relative to the candidate bank.",
     "Modify existing subscription plan configuration": "Modifier la configuration du plan d'abonnement existant",
     "Module availability": "Disponibilité du module",
     "MokaAI": "MokaAI",
     "Monitor": "Surveiller",
     "Monitor balance, usage, and request volume": "Surveillez le solde, l'utilisation et le volume de requêtes",
     "Monitored relay requests": "Requêtes relais surveillées",
-    "Monitoring & Alerts": "Surveillance & Alertes",
+    "Monitoring status": "Monitoring status",
     "Month": "Mois",
     "Month number": "Numéro du mois",
     "Monthly": "Mensuel",
@@ -3536,6 +4014,7 @@
     "Move {{group}} up": "Déplacer {{group}} vers le haut",
     "Move a request header": "Déplacer un en-tête de requête",
     "Move affiliate rewards to your main balance": "Transférer les récompenses d'affiliation vers votre solde principal",
+    "Move channels into a priority tier or between tiers. Priority values update automatically.": "Déplacez les canaux dans un même niveau ou entre deux niveaux. Les priorités sont calculées automatiquement.",
     "Move fallback to end": "Mettre le repli à la fin",
     "Move Field": "Déplacer le champ",
     "Move Header": "Déplacer l'en-tête",
@@ -3545,6 +4024,7 @@
     "Move source field to target field": "Déplacer le champ source vers le champ cible",
     "ms": "ms",
     "Multi-key channel: Keys will be": "Canal multi-clés : Les clés seront",
+    "Multi-key channels do not support balance queries": "Les canaux multi-clés ne prennent pas en charge la consultation du solde",
     "Multi-Key Management": "Gestion multi-clés",
     "Multi-key management {{action}} on channel (ID: {{id}})": "Gestion multi-clés {{action}} sur le canal (ID : {{id}})",
     "Multi-Key Mode (multiple keys, one channel)": "Mode multi-clés (plusieurs clés, un canal)",
@@ -3568,6 +4048,8 @@
     "Multipliers for recharge pricing based on user groups.": "Multiplicateurs pour la tarification de recharge basés sur les groupes d'utilisateurs.",
     "Must be a valid URL": "Doit être une URL valide",
     "Must be at least 8 characters": "Doit contenir au moins 8 caractères",
+    "Must be greater than 0": "Doit être supérieur à 0",
+    "Must be greater than or equal to 0": "Doit être supérieur ou égal à 0",
     "My Subscriptions": "Mes abonnements",
     "my-status": "mon-statut",
     "MySQL detected": "MySQL détecté",
@@ -3580,6 +4062,7 @@
     "Name is available": "Nom disponible",
     "Name is not available": "Nom non disponible",
     "Name Matching Rule": "Règle de correspondance",
+    "Name must be 64 characters or fewer": "Le nom ne doit pas dépasser 64 caractères",
     "Name must be between {{min}} and {{max}} characters": "Le nom doit contenir entre {{min}} et {{max}} caractères",
     "Name Rule": "Règle de nommage",
     "Name Suffix": "Suffixe du nom",
@@ -3603,6 +4086,7 @@
     "Network proxy for this channel (supports HTTP, HTTPS, SOCKS5, and SOCKS5H)": "Proxy réseau de ce canal (prend en charge HTTP, HTTPS, SOCKS5 et SOCKS5H)",
     "Never": "Jamais",
     "Never expires": "N'expire jamais",
+    "Never used": "Jamais utilisé",
     "Never used an API Gateway?": "Vous n'avez jamais utilisé de passerelle API ?",
     "NEW": "NOUVEAU",
     "New API": "New API",
@@ -3616,6 +4100,7 @@
     "New metadata": "Nouvelles métadonnées",
     "New model": "Nouveau modèle",
     "New Models ({{count}})": "Nouveaux modèles ({{count}})",
+    "New models: all metadata shown below will be imported automatically. No selection is needed.": "Nouveaux modèles : toutes les métadonnées ci-dessous seront importées automatiquement. Aucune sélection nécessaire.",
     "New name will be:": "Le nouveau nom sera :",
     "New Passkeys use the primary domain. Compatible domains keep existing Passkeys working.": "Les nouvelles clés d’accès utilisent le domaine principal. Les domaines compatibles permettent de continuer à utiliser les clés existantes.",
     "New Passkeys use this domain. Enter a domain without https://, a port or a path. An empty field uses the system website address.": "Les nouvelles clés d’accès utilisent ce domaine. Saisissez uniquement le domaine, sans https://, port ni chemin. Un champ vide utilise l’adresse du site système.",
@@ -3623,8 +4108,12 @@
     "New password": "Nouveau mot de passe",
     "New Password": "Nouveau mot de passe",
     "New password must be different from current password": "Le nouveau mot de passe doit être différent de l'actuel",
+    "New priority: {{priority}}": "Nouvelle priorité : {{priority}}",
+    "New priority: {{priority}} · {{count}} channels affected": "Nouvelle priorité : {{priority}} · {{count}} canaux concernés",
     "New records include the fields below. Existing fields are kept unless explicitly selected.": "Les nouveaux enregistrements incluent les champs ci-dessous. Les champs existants sont conservés sauf sélection explicite.",
     "New User Quota": "Quota nouvel utilisateur",
+    "New user registration has been disabled by administrator": "L’inscription de nouveaux utilisateurs a été désactivée par l’administrateur",
+    "New user sign-up bonus {{quota}}": "Bonus d'inscription {{quota}}",
     "New value": "Nouvelle valeur",
     "New vendors": "Nouveaux fournisseurs",
     "New version available: {{version}}": "Nouvelle version disponible : {{version}}",
@@ -3636,6 +4125,7 @@
     "Next reset": "Prochaine réinitialisation",
     "No": "Non",
     "No About Content Set": "Aucun contenu « À propos » défini",
+    "No access tokens": "Aucun jeton d’accès",
     "No Active": "Aucun actif",
     "No active login sessions": "Aucune session de connexion active",
     "No active system tasks.": "Aucune tâche système active.",
@@ -3652,11 +4142,16 @@
     "No app usage data available for this model.": "Aucune donnée d'utilisation d'application n'est disponible pour ce modèle.",
     "No apps match the selected filters": "Aucune application ne correspond aux filtres",
     "No Auth": "Sans auth",
+    "No auto groups configured": "Aucun groupe automatique configuré",
+    "No auto-disabled keys to delete": "Aucune clé désactivée automatiquement à supprimer",
+    "No available channel": "No available channel",
     "No available channels": "Aucun canal disponible",
+    "No available groups": "No available groups",
     "No available groups in the global Auto order.": "Aucun groupe disponible dans l’ordre Auto global.",
     "No available models": "Aucun modèle disponible",
     "No available Web chat links": "Aucun lien de chat Web disponible",
     "No backup": "Pas de sauvegarde",
+    "No backup group": "Aucun groupe de secours",
     "No base input price": "Aucun prix d’entrée de base",
     "No billing parameters declared": "Aucun paramètre de facturation déclaré",
     "No billing records found": "Aucun enregistrement de facturation trouvé",
@@ -3693,6 +4188,7 @@
     "No description available.": "Aucune description disponible.",
     "No discount tiers configured. Click \"Add discount tier\" to get started.": "Aucun niveau de réduction configuré. Cliquez sur « Ajouter un niveau de réduction » pour commencer.",
     "No duplicate keys found": "Aucune clé dupliquée trouvée",
+    "No enabled Astra channels": "No enabled Astra channels",
     "No enabled channel key": "Aucune clé de canal active",
     "No enabled groups": "Aucun groupe activé",
     "No enabled tokens available": "Aucun token activé disponible",
@@ -3706,6 +4202,7 @@
     "No flow data available": "Aucune donnée de flux disponible",
     "No group": "Aucun groupe",
     "No group found.": "Aucun groupe trouvé.",
+    "No group monitors": "No group monitors",
     "No group-based rate limits configured. Click \"Add group\" to get started.": "Aucune limite de taux basée sur les groupes configurée. Cliquez sur \"Ajouter un groupe\" pour commencer.",
     "No groups match your search": "Aucun groupe ne correspond à votre recherche",
     "No groups yet. Add a group to get started.": "Aucun groupe pour le moment. Ajoutez un groupe pour commencer.",
@@ -3719,7 +4216,11 @@
     "No integrity verification": "Aucun contrôle d’intégrité",
     "No Inviter": "Pas d'inviteur",
     "No IP restriction": "Non restreint",
+    "No key index specified to delete": "Aucun index de clé à supprimer n'a été spécifié",
+    "No key index specified to disable": "Aucun index de clé à désactiver n'a été spécifié",
+    "No key index specified to enable": "Aucun index de clé à activer n'a été spécifié",
     "No keys found": "Aucune clé trouvée",
+    "No keys to disable": "Aucune clé à désactiver",
     "No latency data available": "Aucune donnée de latence disponible",
     "No linked models": "Aucun modèle associé",
     "No linked OAuth provider is available.": "Aucun fournisseur OAuth associé disponible.",
@@ -3768,14 +4269,19 @@
     "No nodes": "Aucun nœud",
     "No notable climbers right now": "Aucune progression notable pour le moment",
     "No notable drops right now": "Aucune chute notable pour le moment",
+    "No notifications are available to you right now": "Aucune notification n’est disponible pour vous pour le moment",
     "No parameter overrides configured.": "Aucune surcharge de paramètres configurée.",
     "No Passkey is registered.": "Aucune Passkey n’est enregistrée.",
     "No payment methods available. Please contact administrator.": "Aucun moyen de paiement disponible. Veuillez contacter l'administrateur.",
     "No payment methods configured": "Aucun mode de paiement configuré",
     "No payment methods configured. Click \"Add method\" or use templates to get started.": "Aucune méthode de paiement configurée. Cliquez sur \"Ajouter une méthode\" ou utilisez des modèles pour commencer.",
     "No payment methods match your search": "Aucune méthode de paiement ne correspond à votre recherche",
+    "No pelican works yet": "No pelican works yet",
     "No performance data available": "Aucune donnée de performance disponible",
+    "No permission to access users of same or higher level": "Vous n’êtes pas autorisé à consulter les utilisateurs de niveau égal ou supérieur",
+    "No permission to change the 2FA settings of users at the same or higher level": "Vous n’êtes pas autorisé à modifier les paramètres 2FA des utilisateurs de niveau égal ou supérieur",
     "No permission to perform this action": "Vous n’avez pas l’autorisation d’effectuer cette action",
+    "No permission to update users of same or higher permission level": "Vous n’êtes pas autorisé à modifier les utilisateurs de niveau d’autorisation égal ou supérieur",
     "No plans available": "Aucun plan disponible",
     "No plugins available for binding": "Aucune extension disponible à associer",
     "No preceding rule matched": "Aucune règle précédente ne correspond",
@@ -3789,6 +4295,8 @@
     "No Quota": "Aucun quota",
     "No quota limit": "Sans plafond",
     "No ratio differences found": "Aucune différence de ratio trouvée",
+    "No recent data": "No recent data",
+    "No recent detections": "No recent detections",
     "No recent usage": "Aucune utilisation récente",
     "No records": "Aucun enregistrement",
     "No records found. Try adjusting your filters.": "Aucun enregistrement trouvé. Essayez d'ajuster vos filtres.",
@@ -3812,6 +4320,7 @@
     "No separate media pricing configured.": "Aucune tarification multimédia séparée n’est configurée.",
     "No source available": "Aucun code source disponible",
     "No source changes": "Aucune modification du code",
+    "No special ratios configured": "Aucun coefficient spécial configuré",
     "No status code mappings configured.": "Aucun mappage de codes de statut configuré.",
     "No stores on this merchant yet. Set a return URL and click Create to mint your first pair.": "Ce marchand n’a pas encore de boutique. Définissez une URL de retour puis cliquez sur Créer pour générer votre première paire.",
     "No subscription plans yet": "Aucun plan d'abonnement pour le moment",
@@ -3836,26 +4345,31 @@
     "No users available. Try adjusting your search or filters.": "Aucun utilisateur disponible. Essayez d'ajuster votre recherche ou vos filtres.",
     "No Users Found": "Aucun utilisateur trouvé",
     "No valid custom Auto groups remain. Add a group or restore global Auto.": "Aucun groupe Auto personnalisé valide ne subsiste. Ajoutez un groupe ou restaurez l’Auto global.",
+    "No valid upstream channel": "Aucun canal en amont valide",
     "No vendor": "Aucun fournisseur",
     "No vendor data available": "Aucune donnée de fournisseur disponible",
     "No vendors found": "Aucun fournisseur trouvé",
     "No verification method is available for this action.": "Aucune méthode de vérification disponible pour cette action.",
     "No version history": "Aucun historique des versions",
+    "No vision works yet": "No vision works yet",
     "No X Found": "Aucun X trouvé",
     "Node": "Nœud",
     "Node filters": "Filtres de nœuds",
     "Node Name": "Nom du nœud",
     "Node role": "Rôle du nœud",
     "Nodes reporting from this deployment and their latest heartbeat.": "Nœuds signalés par ce déploiement et leur dernier battement de cœur.",
+    "Non-Astra fingerprint": "Empreinte non-Astra",
     "Non-stream": "Non-streaming",
     "Non-zero invitation rewards require compliance confirmation in Payment Gateway settings.": "Les récompenses d’invitation non nulles nécessitent une confirmation de conformité dans les paramètres de la passerelle de paiement.",
     "None": "Aucun",
     "None (plugin declaration)": "Aucune (déclaration du plugin)",
     "noreply@example.com": "noreply@example.com",
+    "Normal": "Normal",
     "Normalized:": "Normalisé :",
     "Not available": "Non disponible",
     "Not backed up": "Non sauvegardé",
     "Not bound": "Non lié",
+    "Not checked": "Not checked",
     "Not configured": "Non configuré",
     "Not configured for some providers": "Tarification non configurée pour certains fournisseurs",
     "Not configured for this provider": "Tarification non configurée pour ce fournisseur",
@@ -3864,12 +4378,16 @@
     "Not declared; an API key may still be required.": "Non déclarée ; une clé API peut rester nécessaire.",
     "Not Equals": "Différent de",
     "Not found upstream": "Absent de la source",
-    "Not generated": "Non généré",
+    "Not implemented yet": "Pas encore implémenté",
     "Not in pricing table": "Absent du tableau tarifaire",
     "Not included": "Non inclus",
     "Not installed": "Non installé",
     "Not listed": "Masqué",
+    "Not logged in": "Non connecté",
     "Not matched": "Aucune correspondance",
+    "Not measured": "Not measured",
+    "Not passed": "Not passed",
+    "Not provided": "Not provided",
     "Not provided by this source": "Non fourni par cette source",
     "Not recorded": "Non enregistré",
     "Not registered": "Non enregistré",
@@ -3887,6 +4405,8 @@
     "Notification Email": "E-mail de notification",
     "Notification Method": "Méthode de notification",
     "Notifications": "Notifications",
+    "Notifications to receive": "Notifications à recevoir",
+    "Now": "Now",
     "Now a user whose user group is vip creates tokens with different groups and makes one call with each:": "Un utilisateur du groupe vip crée maintenant des jetons avec différents groupes et effectue un appel avec chacun :",
     "Nucleus sampling probability mass": "Masse probabiliste de l'échantillonnage nucleus",
     "Number": "Nombre",
@@ -3911,6 +4431,7 @@
     "OAuth Integrations": "Intégrations OAuth",
     "OAuth pop-up was blocked": "La fenêtre contextuelle OAuth a été bloquée",
     "OAuth popup storage is unavailable.": "Le stockage de la fenêtre OAuth est indisponible.",
+    "OAuth provider not found": "Fournisseur OAuth introuvable",
     "OAuth window is no longer available.": "La fenêtre OAuth n’est plus disponible.",
     "Object Prune Rules": "Règles de nettoyage d'objets",
     "Observability": "Observabilité",
@@ -3920,6 +4441,7 @@
     "of": "sur",
     "of 3:": "sur 3 :",
     "off": "désactivé",
+    "Off by default. Exclude groups flagged by the latest valid quality checks within 6 hours. Unknown results remain eligible.": "Off by default. Exclude groups flagged by the latest valid quality checks within 6 hours. Unknown results remain eligible.",
     "Official": "Officiel",
     "Official Claude Messages": "Messages Claude officiels",
     "Official documentation": "Documentation officielle",
@@ -3941,19 +4463,23 @@
     "OIDC discovery URL. Click \"Auto-discover\" to fetch endpoints automatically.": "URL de découverte OIDC. Cliquez sur \"Découverte automatique\" pour récupérer les points de terminaison automatiquement.",
     "OIDC Display Name": "Nom d'affichage OIDC",
     "OIDC endpoints discovered successfully": "Points de terminaison OIDC découverts avec succès",
+    "OIDC ID is empty!": "L’ID OIDC est vide !",
     "Old Format Template": "Modèle Ancien Format",
     "Old format: Direct override. New format: Supports conditional judgment and custom JSON operations.": "Ancien format : Remplacement direct. Nouveau format : Prend en charge le jugement conditionnel et les opérations JSON personnalisées.",
     "Ollama": "Ollama",
     "Ollama Models": "Modèles Ollama",
     "One API": "One API",
+    "One channel, {{calls}} requests, group ratio {{ratio}}x.": "One channel, {{calls}} requests, group ratio {{ratio}}x.",
     "One domain per line": "Un domaine par ligne",
     "One domain per line (only used when domain restriction is enabled)": "Un domaine par ligne (utilisé uniquement lorsque la restriction de domaine est activée)",
     "One IP or CIDR range per line": "Une IP ou plage CIDR par ligne",
     "One IP per line (empty for no restriction)": "Une IP par ligne (laisser vide pour aucune restriction)",
     "one keyword per line": "un mot-clé par ligne",
+    "One work per Astra channel.": "Une création par canal Astra et par test.",
     "online": "en ligne",
     "Online": "En ligne",
     "Online payment is not enabled. Please contact the administrator.": "Le paiement en ligne n'est pas activé. Veuillez contacter l'administrateur.",
+    "Online top-up succeeded, amount added: {{quota}}, payment amount: {{amount}}": "Recharge en ligne réussie, montant ajouté : {{quota}}, montant payé : {{amount}}",
     "Online topup is not enabled. Please use redemption code or contact administrator.": "La recharge en ligne n'est pas activée. Veuillez utiliser un code d'échange ou contacter l'administrateur.",
     "Only allow specific email domains": "Autoriser uniquement des domaines d'e-mail spécifiques",
     "Only available for admins. When enabled, you will receive a summary notification via your selected method when the scheduled model check detects upstream model changes or check failures.": "Uniquement disponible pour les administrateurs. Lorsque cette option est activée, vous recevrez une notification récapitulative via votre méthode sélectionnée lorsque la vérification planifiée des modèles détecte des changements de modèles en amont ou des échecs de vérification.",
@@ -3986,10 +4512,10 @@
     "Open in New Tab": "Ouvrir dans un nouvel onglet",
     "Open menu": "Ouvrir le menu",
     "Open Query Balance to view the upstream JSON response": "Ouvrez « Consulter le solde » pour voir la réponse JSON amont",
-    "Otherwise the binding is removed.": "Sinon, la liaison est supprimée.",
     "Open release": "Ouvrir la version",
     "Open source": "Open source",
     "Open Source": "Open source",
+    "Open status page": "Open status page",
     "Open the io.net console API Keys page": "Ouvrir la page Clés API de la console io.net",
     "Open theme settings": "Ouvrir les paramètres du thème",
     "Open weights": "Poids ouverts",
@@ -4024,6 +4550,7 @@
     "Operation failed": "Opération échouée",
     "Operation successful": "Opération réussie",
     "Operation Type": "Type d'opération",
+    "Operational": "Operational",
     "Operations": "Opérations",
     "Operator": "Auteur de l’opération",
     "Operator Admin": "Admin opérateur",
@@ -4044,12 +4571,15 @@
     "Optional settings for advanced container configuration.": "Paramètres optionnels pour la configuration avancée du conteneur.",
     "Optional supplementary information (max 100 characters)": "Informations supplémentaires optionnelles (max 100 caractères)",
     "Optional tag for grouping channels": "Étiquette optionnelle pour regrouper les canaux",
+    "Optional. Without it, Google picks the region; with it, requests go to the deployment region below.": "Facultatif. Sans ID, Google choisit la région ; avec un ID, les requêtes vont vers la région de déploiement ci-dessous.",
     "Opus Model": "Modèle Opus",
     "Or continue with": "Ou continuer avec",
     "Or enter this key manually:": "Ou entrez cette clé manuellement :",
     "or pick existing": "ou choisir une existante",
     "Order completed successfully": "Commande terminée avec succès",
     "Order History": "Historique des commandes",
+    "Order is not pending payment and cannot be completed": "La commande n'est pas en attente de paiement et ne peut pas être finalisée",
+    "Order number not provided": "Numéro de commande non fourni",
     "Order Payment Method": "Moyen de paiement (commande)",
     "org-...": "org-...",
     "Original Model": "Modèle Original",
@@ -4066,11 +4596,14 @@
     "Other users": "Autres utilisateurs",
     "Otherwise (the preceding conditions do not match)": "Sinon (les conditions précédentes ne sont pas remplies)",
     "Otherwise → {{name}}": "Sinon → {{name}}",
+    "Otherwise the binding is removed.": "Sinon, la liaison est supprimée.",
     "Outage": "Interruption",
     "Output": "Sortie",
     "Output aspect ratio": "Format d'image de sortie",
     "Output image size": "Taille de l'image de sortie",
     "Output price": "Prix de sortie",
+    "Output Price: High to Low": "Prix de sortie : Du plus élevé au plus bas",
+    "Output Price: Low to High": "Prix de sortie : Du plus bas au plus élevé",
     "Output token price for generated tokens.": "Prix des tokens de sortie générés.",
     "Output token rate": "Débit de tokens en sortie",
     "Output tokens": "Jetons de sortie",
@@ -4138,6 +4671,7 @@
     "Pass-through Headers (comma-separated or JSON array)": "En-têtes passthrough (séparés par des virgules ou tableau JSON)",
     "Pass-through help": "Aide sur la transmission directe",
     "Pass-through requires native forwarding": "La transmission directe nécessite le transfert natif",
+    "Passed": "Passed",
     "Passive recovery only": "Récupération passive uniquement",
     "Passkey": "Passkey",
     "Passkey Authentication": "Authentification Passkey",
@@ -4177,32 +4711,44 @@
     "Password copied to clipboard: {{password}}": "Mot de passe copié dans le presse-papiers : {{password}}",
     "Password has been copied to clipboard": "Le mot de passe a été copié dans le presse-papiers",
     "Password Login": "Connexion par mot de passe",
+    "Password login has been disabled by administrator": "La connexion par mot de passe a été désactivée par l’administrateur",
     "Password must be at least 8 characters": "Le mot de passe doit comporter au moins 8 caractères",
     "Password must be at most 20 characters long": "Le mot de passe doit comporter au maximum 20 caractères",
     "Password must be between 8 and 20 characters": "Le mot de passe doit comporter entre 8 et 20 caractères",
     "Password must contain between 8 and 128 characters.": "Le mot de passe doit contenir entre 8 et 128 caractères.",
     "Password Registration": "Inscription par mot de passe",
+    "Password registration has been disabled by administrator, please use third-party account verification": "L’inscription par mot de passe a été désactivée par l’administrateur, veuillez utiliser la vérification par un compte tiers",
     "Password reset and copied to clipboard: {{password}}": "Mot de passe réinitialisé et copié dans le presse-papiers : {{password}}",
+    "Password reset link is invalid or has expired": "Le lien de réinitialisation du mot de passe est invalide ou a expiré",
     "Password reset: {{password}}": "Mot de passe réinitialisé : {{password}}",
     "Password set successfully": "Mot de passe défini",
     "Password settings have changed. Reload the page and try again.": "Les paramètres du mot de passe ont changé. Rechargez la page et réessayez.",
     "Passwords do not match": "Les mots de passe ne correspondent pas",
     "Passwords don't match.": "Les mots de passe ne correspondent pas.",
+    "Past": "Past",
     "Paste Connection Info": "Coller les infos de connexion",
     "Paste JavaScript source here...": "Collez le code JavaScript ici...",
     "Path": "Chemin",
     "Path not set": "Chemin non défini",
     "Path Regex (one per line)": "Regex du chemin (un par ligne)",
     "Path:": "Chemin :",
+    "Pause drag demo": "Mettre la démo en pause",
     "Pay": "Pay",
+    "Pay {{amount}}": "Payer {{amount}}",
+    "Pay {{amount}} <savings>• Save {{saved}}</savings>": "Payer {{amount}} <savings>• Économisez {{saved}}</savings>",
     "Pay with Balance": "Payer avec le solde",
     "Pay-as-you-go with real-time usage monitoring": "Paiement à l'usage avec suivi de la consommation en temps réel",
     "Payment": "Paiement",
     "Payment aggregator mode — onboard with your own registered company (offshore entity). Built for Enterprise.": "Mode agrégateur de paiement — embarquez avec votre propre société enregistrée (entité offshore). Conçu pour les entreprises.",
+    "Payment amount is too low": "Le montant du paiement est trop faible",
+    "Payment cancel redirect URL is not in the trusted domain list": "L'URL de redirection après annulation du paiement n'est pas dans la liste des domaines de confiance",
     "Payment Channel": "Canal de paiement",
+    "Payment configuration error": "Erreur de configuration du paiement",
     "Payment Gateway": "Passerelle de paiement",
+    "Payment information has not been configured by administrator": "L'administrateur n'a pas configuré les informations de paiement",
     "Payment initiated": "Paiement initié",
     "Payment Method": "Méthode de paiement",
+    "Payment method does not exist": "Le mode de paiement n'existe pas",
     "Payment method identifier": "Identifiant du mode de paiement",
     "Payment method identifier is required": "L’identifiant du mode de paiement est requis",
     "Payment method name": "Nom du mode de paiement",
@@ -4215,16 +4761,22 @@
     "Payment request failed": "Requête de paiement échouée",
     "Payment return URL": "URL de retour de paiement",
     "Payment return URL is empty. Create the product without a SuccessURL redirect?": "L’URL de retour de paiement est vide. Créer le produit sans redirection SuccessURL ?",
+    "Payment success redirect URL is not in the trusted domain list": "L'URL de redirection après paiement réussi n'est pas dans la liste des domaines de confiance",
     "Payment type key": "Clé de type de paiement",
     "Payment type key is required": "La clé de type de paiement est requise",
     "Payment, redemption codes, subscription plans, and invitation rewards are locked until the root administrator confirms the compliance terms.": "Les paiements, codes de兑换, forfaits d’abonnement et récompenses d’invitation sont verrouillés jusqu’à ce que l’administrateur racine confirme les conditions de conformité.",
+    "Payment, redemption, subscription, and invitation reward features are disabled. The administrator must confirm compliance terms before enabling them.": "Les fonctions de paiement, d’échange de codes, d’abonnement et de récompense de parrainage sont désactivées. L’administrateur doit confirmer les conditions de conformité avant de les activer.",
     "Peak": "Pic",
     "Peak KV cache usage": "Utilisation KV maximale",
     "Peak throughput": "Débit de pointe",
     "Peak token pool usage": "Utilisation maximale du pool de tokens",
+    "Pelican detection": "Pelican detection",
+    "Pelican sample {{number}}": "Pelican sample {{number}}",
+    "Pelican work preview": "Pelican work preview",
     "Penalises repetition of frequent tokens": "Pénalise la répétition des jetons fréquents",
     "pending": "en attente",
     "Pending": "En attente",
+    "Pending settlement": "Pending settlement",
     "per": "par",
     "Per 1K tokens": "Par 1K tokens",
     "Per 1M tokens": "Par 1M tokens",
@@ -4242,6 +4794,8 @@
     "Per-request": "Par requête",
     "Per-request (deprecated)": "Par requête (obsolète)",
     "Per-request (fixed price)": "Par requête (prix fixe)",
+    "Per-request Price: High to Low": "Prix par requête : Du plus élevé au plus bas",
+    "Per-request Price: Low to High": "Prix par requête : Du plus bas au plus élevé",
     "Per-token": "Par jeton",
     "Per-token (deprecated)": "Par token (obsolète)",
     "Per-token (ratio based)": "Par jeton (basé sur un ratio)",
@@ -4249,6 +4803,7 @@
     "Percentage:": "Pourcentage :",
     "Performance": "Performances",
     "Performance data is not yet available for this model.": "Aucune donnée de performance n'est encore disponible pour ce modèle.",
+    "Performance for {{model}}": "Performances de {{model}}",
     "Performance health": "Santé des performances",
     "Performance metrics for the last 24 hours": "Indicateurs de performance des dernières 24 heures",
     "Performance metrics shown here are simulated for preview purposes and will be replaced with live observability data once the backend integration is complete.": "Les indicateurs de performance présentés ici sont simulés à des fins de prévisualisation et seront remplacés par des données d'observabilité réelles une fois l'intégration du backend terminée.",
@@ -4261,13 +4816,16 @@
     "Periodically checks only channels with auto-disable enabled, excluding manually disabled channels.": "Vérifie périodiquement uniquement les canaux dont la désactivation automatique est activée, en excluant les canaux désactivés manuellement.",
     "Periodically send ping frames to keep streaming connections active.": "Envoyer périodiquement des trames ping pour maintenir les connexions de streaming actives.",
     "Permanently delete your account and all data": "Supprimer définitivement votre compte et toutes les données",
+    "Permissions": "Autorisations",
     "Permit Passkey registration on non-HTTPS origins (only recommended for development)": "Autoriser l'enregistrement de Passkey sur des origines non-HTTPS (recommandé uniquement pour le développement)",
     "Perplexity": "Perplexity",
     "Persist your data file": "Conserver votre fichier de données",
     "Personal": "Personnel",
     "Personal area": "Espace personnel",
     "Personal Center Area": "Espace personnel",
+    "Personal group multipliers": "Personal group multipliers",
     "Personal info settings": "Paramètres d'informations personnelles",
+    "Personal rate": "Personal rate",
     "Personal Settings": "Paramètres personnels",
     "Personal settings and profile management.": "Paramètres personnels et gestion du profil.",
     "Personal use": "Usage personnel",
@@ -4277,9 +4835,12 @@
     "Pick or create both a store and a product before saving.": "Choisissez ou créez à la fois une boutique et un produit avant d’enregistrer.",
     "Ping Interval (seconds)": "Intervalle de ping (secondes)",
     "Plan": "Plan",
+    "Plan amount is too low": "Le montant du forfait est trop faible",
     "Plan ID": "ID du forfait",
     "Plan Name": "Nom du plan",
+    "Plan name cannot be empty": "Le nom du forfait ne peut pas être vide",
     "Plan Price": "Prix du forfait",
+    "Plan price cannot be empty": "Le prix du forfait ne peut pas être vide",
     "Plan price must be greater than zero": "Le prix du forfait doit être supérieur à zéro",
     "Plan Quota": "Quota du forfait",
     "Plan Subtitle": "Sous-titre du plan",
@@ -4294,6 +4855,7 @@
     "Please agree to the legal terms first": "Veuillez accepter les conditions légales d'abord",
     "Please complete the security check to continue.": "Veuillez compléter la vérification de sécurité pour continuer.",
     "Please confirm that you understand the consequences": "Veuillez confirmer que vous comprenez les conséquences",
+    "Please confirm the compliance statement": "Veuillez confirmer la déclaration de conformité",
     "Please confirm your password": "Veuillez confirmer votre mot de passe",
     "Please enable io.net model deployment service and configure an API key in System Settings.": "Veuillez activer le service de déploiement de modèles io.net et configurer une clé API dans les Paramètres système.",
     "Please enable Two-factor Authentication or Passkey before proceeding": "Veuillez activer l'authentification à deux facteurs ou une Passkey avant de continuer",
@@ -4331,6 +4893,7 @@
     "Please select a container": "Veuillez sélectionner un conteneur",
     "Please select a payment method": "Veuillez sélectionner un mode de paiement",
     "Please select a primary model": "Veuillez sélectionner un modèle principal",
+    "Please select a product": "Veuillez sélectionner un produit",
     "Please select a subscription plan": "Veuillez sélectionner un plan d'abonnement",
     "Please select at least one channel": "Veuillez sélectionner au moins un canal",
     "Please select at least one model": "Veuillez sélectionner au moins un modèle",
@@ -4341,12 +4904,15 @@
     "Please try again later.": "Veuillez réessayer plus tard.",
     "Please type the following text to confirm:": "Veuillez saisir le texte suivant pour confirmer :",
     "Please upload key file(s)": "Veuillez télécharger le (s) fichier(s) clé (s)",
+    "Please wait {{seconds}} seconds before requesting another verification code.": "Veuillez patienter {{seconds}} secondes avant de demander un nouveau code de vérification.",
     "Please wait a moment before trying again.": "Veuillez patienter un instant avant de réessayer.",
     "Please wait a moment, human check is initializing...": "Veuillez patienter un instant, la vérification humaine s'initialise...",
     "Please wait before editing to avoid overwriting saved values.": "Veuillez patienter avant de modifier afin d'éviter d'écraser les valeurs enregistrées.",
     "Please wait before requesting another verification code.": "Veuillez patienter avant de demander un nouveau code.",
+    "Please wait five minutes between sampling rounds": "Please wait five minutes between sampling rounds",
     "Please wait for the current generation to complete": "Veuillez attendre la fin de la génération en cours",
     "Plugin": "Plugin",
+    "Plugin activation failed": "Échec de l’activation du plugin",
     "Plugin author": "Auteur du plugin",
     "Plugin default": "Valeur par défaut du plugin",
     "Plugin details": "Détails du plugin",
@@ -4360,9 +4926,11 @@
     "Plugin is still in use": "Le plugin est encore utilisé",
     "Plugin key": "Clé du plugin",
     "Plugin metadata": "Métadonnées du plugin",
+    "Plugin metadata contains an unknown field \"{{field}}\". If this plugin was downloaded from the official marketplace, it may require a newer version of new-api. Try updating new-api and installing the plugin again.": "Les métadonnées du plugin contiennent un champ inconnu « {{field}} ». Si ce plugin provient de la marketplace officielle, il peut nécessiter une version plus récente de new-api. Mettez à jour new-api puis réinstallez le plugin.",
     "Plugin sandbox": "Bac à sable du plugin",
+    "Plugin saved, activation required": "Plugin enregistré, activation requise",
     "Plugin source": "Source du plugin",
-    "Plugin source exceeds the 1 MiB limit.": "Le code du plugin dépasse la limite de 1 Mio.",
+    "Plugin source exceeds the 8 MiB limit.": "Le code du plugin dépasse la limite de 8 Mio.",
     "Plugin uploaded successfully": "Plugin importé avec succès",
     "Plugin version activated": "Version du plugin activée",
     "Plugin version deleted": "Version du plugin supprimée",
@@ -4370,6 +4938,7 @@
     "Plugin-defined interfaces": "Interfaces définies par le plugin",
     "Plugins": "Extensions",
     "Plugins can access channel credentials. Review the source and differences before installing.": "Les plugins peuvent accéder aux identifiants des canaux. Examinez le code et les différences avant l’installation.",
+    "Plus池": "Plus pool",
     "Policy JSON": "JSON de stratégie",
     "Polling": "Sondage",
     "Polling mode requires Redis and memory cache, otherwise performance will be significantly degraded": "Le mode d'interrogation nécessite Redis et un cache mémoire, sinon les performances seront considérablement dégradées",
@@ -4377,6 +4946,7 @@
     "Port": "Port",
     "Port must be a positive integer": "Le port doit être un entier positif",
     "Position {{position}}": "Position {{position}}",
+    "Possibly an upstream timeout": "Probablement un délai d'attente en amont",
     "Post Delta": "Delta post-calcul",
     "PostgreSQL detected": "PostgreSQL détecté",
     "PostgreSQL offers advanced reliability and data integrity for production workloads.": "PostgreSQL offre une fiabilité avancée et une intégrité des données pour les charges de travail en production.",
@@ -4387,7 +4957,14 @@
     "Pre-consumed": "Pré-consommé",
     "Pre-Consumed Quota": "Quota pré-consommé",
     "Pre-release": "Version préliminaire",
+    "Prefer recent streaming model-test results: latest valid first-token time per channel within 1 hour, averaged across the group. Untested groups rank last.": "Prefer recent streaming model-test results: latest valid first-token time per channel within 1 hour, averaged across the group. Untested groups rank last.",
+    "Prefer recent streaming model-test results: latest valid first-token time per channel within 6 hours, averaged across the group. Untested groups rank last.": "Prefer recent streaming model-test results: latest valid first-token time per channel within 6 hours, averaged across the group. Untested groups rank last.",
+    "Prefer the highest average throughput of the latest 30 valid calls for the requested model. Use model tests when no call samples exist; unmeasured groups rank last.": "Privilégie le débit moyen le plus élevé des 30 derniers appels valides du modèle demandé. Sans échantillons, utilise les tests du modèle ; les groupes non mesurés sont classés en dernier.",
+    "Prefer the highest recent request success rate for this model.": "Prefer the highest recent request success rate for this model.",
+    "Prefer the lowest average actual charge per million tokens for this model over the last 24 hours.": "Prefer the lowest average actual charge per million tokens for this model over the last 24 hours.",
     "Prefer the original channel, allow switching": "Préférer le canal initial, autoriser le repli",
+    "Prefer the shortest average time to first token for this model.": "Prefer the shortest average time to first token for this model.",
+    "Prefer your lowest effective group multiplier, including personal overrides.": "Prefer your lowest effective group multiplier, including personal overrides.",
     "Preference saved as {{pref}}, but no active subscription. Requests will be rejected.": "Préférence enregistrée comme {{pref}}, mais aucun abonnement actif. Les demandes seront rejetées.",
     "Preference saved as {{pref}}, but no active subscription. Wallet will be used automatically.": "Préférence enregistrée comme {{pref}}, mais aucun abonnement actif. Le portefeuille sera utilisé automatiquement.",
     "Preferences": "Préférences",
@@ -4416,6 +4993,7 @@
     "Preset recharge amounts displayed to users": "Montants de recharge prédéfinis affichés aux utilisateurs",
     "Preset Template": "Modèle prédéfini",
     "Preset templates": "Modèles prédéfinis",
+    "Preset: Astra prefers selected group": "Préréglage : Astra privilégie le groupe choisi",
     "preset.anthropic": "Anthropic",
     "preset.default": "Par défaut",
     "preset.forest-whisper": "Murmure de la forêt",
@@ -4436,17 +5014,23 @@
     "Preview fields": "Aperçu des champs",
     "Preview is unavailable for custom expressions.": "L’aperçu n’est pas disponible pour les expressions personnalisées.",
     "Preview metadata first": "Prévisualisez d’abord les métadonnées",
+    "Preview model": "Preview model",
     "Preview price changes": "Aperçu des changements de tarifs",
     "Preview pricing conversion": "Aperçu de la conversion des tarifs",
     "Preview selected changes": "Prévisualiser la sélection",
     "Preview unavailable": "Aperçu indisponible",
+    "Preview upstream model changes": "Aperçu des changements de modèles en amont",
+    "Preview work": "Preview work",
     "Previous": "Précédent",
     "Previous branch": "Branche précédente",
     "Previous page": "Page précédente",
+    "Previous permissions": "Autorisations précédentes",
     "Previous value": "Valeur précédente",
     "Price": "Prix",
     "Price ($/1K calls)": "Prix ($/1K appels)",
     "Price (local currency / USD)": "Prix (devise locale / USD)",
+    "Price cannot be negative": "Le prix ne peut pas être négatif",
+    "Price cannot exceed 9999": "Le prix ne peut pas dépasser 9999",
     "Price display": "Affichage des prix",
     "Price display mode": "Mode d'affichage des prix",
     "Price estimation": "Estimation du prix",
@@ -4460,12 +5044,11 @@
     "Price summary": "Résumé des prix",
     "price_xxx": "price_xxx",
     "Price:": "Prix :",
-    "Price: High to Low": "Prix : Du plus élevé au plus bas",
-    "Price: Low to High": "Prix : Du plus bas au plus élevé",
     "Prices are in {{currency}}, with units shown below. Use USD when editing expressions directly.": "Prix en {{currency}}, selon les unités indiquées ci-dessous. Utilisez les USD pour modifier directement les expressions.",
     "Prices changed while preparing the conversion. Try again.": "Les prix ont changé pendant la préparation. Réessayez.",
     "Prices for each set of conditions": "Prix selon les conditions",
     "Prices shown per": "Prix affichés par",
+    "Prices shown per {{unit}} tokens": "Prix affichés pour {{unit}} tokens",
     "Prices shown per usage unit": "Prix affichés par unité d'utilisation",
     "Prices synced successfully": "Prix synchronisés avec succès",
     "Prices vary by usage tier and request conditions": "Les prix varient selon le palier d’utilisation et les conditions de requête",
@@ -4490,16 +5073,21 @@
     "Prioritize reusing the last successful channel based on keys extracted from request context (sticky routing)": "Priorise la réutilisation du dernier canal ayant réussi, basé sur les clés extraites du contexte de la requête (routage persistant)",
     "Priority": "Priorité",
     "Priority (Default)": "Priorité (Par défaut)",
+    "Priority and weight selection": "Priority and weight selection",
     "Priority level from 0 (lowest) to 10 (highest), default is 5": "Niveau de priorité de 0 (le plus bas) à 10 (le plus élevé), la valeur par défaut est 5",
     "Priority order for automatic group assignment. New tokens rotate through this list.": "Ordre de priorité pour l'attribution automatique des groupes. Les nouveaux jetons alternent dans cette liste.",
     "Priority order for tokens in the auto group. The system tries groups from top to bottom.": "Ordre de priorité pour les jetons du groupe auto. Le système essaie les groupes de haut en bas.",
     "Privacy": "Confidentialité",
     "Privacy Policy": "Politique de confidentialité",
     "Private Deployment URL": "URL de déploiement privé",
+    "Probe availability": "Probe availability",
+    "Probe history": "Probe history",
     "Processed requests": "Requêtes traitées",
     "Processing OAuth response...": "Traitement de la réponse OAuth...",
     "Processing...": "Traitement...",
     "Product": "Produit",
+    "Product configuration error": "Erreur de configuration du produit",
+    "Product does not exist": "Le produit n'existe pas",
     "Product ID": "ID du produit",
     "Product ID is required": "L'ID de produit est requis",
     "Product Name": "Nom du produit",
@@ -4534,6 +5122,7 @@
     "Provider & data privacy": "Fournisseur & confidentialité",
     "Provider created successfully": "Fournisseur créé avec succès",
     "Provider deleted successfully": "Fournisseur supprimé avec succès",
+    "Provider ID": "ID du fournisseur",
     "Provider Name": "Nom du fournisseur",
     "Provider source": "Origine du fournisseur",
     "Provider type (OpenAI, Anthropic, etc.)": "Type de fournisseur (OpenAI, Anthropic, etc.)",
@@ -4541,9 +5130,11 @@
     "Provider-specific endpoint, account, and compatibility settings.": "Paramètres de point d’accès, de compte et de compatibilité propres au fournisseur.",
     "Proxy Address": "Adresse du proxy",
     "Proxy address must use HTTP, HTTPS, SOCKS5, or SOCKS5H and include a valid host": "L’adresse du proxy doit utiliser HTTP, HTTPS, SOCKS5 ou SOCKS5H et contenir un hôte valide",
+    "Pro池": "Pro pool",
     "Prune Object Items": "Nettoyer les éléments objet",
     "Prune object items by conditions": "Nettoyer les éléments d'objets par conditions",
     "Prune Rule (string or JSON object)": "Règle de nettoyage (chaîne ou objet JSON)",
+    "Public alias": "Public alias",
     "Public base URL for async task media. Supports a dedicated media domain, port, or Nginx path prefix; falls back to Server Address when empty.": "URL de base publique des médias des tâches asynchrones. Prend en charge un domaine média, un port ou un préfixe de chemin Nginx dédié ; utilise l’adresse du serveur si ce champ est vide.",
     "Public model catalog and pricing page.": "Page publique du catalogue des modèles et des tarifs.",
     "Public rankings page based on live usage data.": "Page publique des classements basée sur les données d'utilisation réelles.",
@@ -4558,10 +5149,13 @@
     "Pull model": "Télécharger le modèle",
     "Pulling...": "Téléchargement en cours...",
     "Purchase Limit": "Limite d'achat",
+    "Purchase limit cannot be negative": "La limite d'achat ne peut pas être négative",
+    "Purchase limit for this plan has been reached": "La limite d'achat de ce forfait a été atteinte",
     "Purchase limit reached": "Limite d'achat atteinte",
     "Purchase Subscription": "Acheter un abonnement",
     "QR Code Image URL": "URL de l'image du code QR",
     "QR code is not configured. Please contact support.": "Le code QR n'est pas configuré. Veuillez contacter le support.",
+    "Quality {{quality}}": "Qualité {{quality}}",
     "Quantity": "Quantité",
     "QuantumNous": "QuantumNous",
     "Query": "Query",
@@ -4582,6 +5176,7 @@
     "Quota adjustment details": "Détails de la modification du quota",
     "Quota after adjustment": "Quota après modification",
     "Quota before adjustment": "Quota avant modification",
+    "Quota change amount cannot be zero": "Le montant de la modification de quota ne peut pas être nul",
     "Quota clamped": "Quota plafonné",
     "Quota consumed before charging users": "Quota consommé avant de facturer les utilisateurs",
     "Quota Distribution": "Distribution des quotas",
@@ -4592,14 +5187,15 @@
     "Quota must be a positive number": "Le quota doit être un nombre positif",
     "Quota must be zero or greater": "Le quota ne peut pas être négatif",
     "Quota Per Unit": "Quota par unité",
-    "Quota reminder (tokens)": "Rappel de quota (jetons)",
     "Quota Reset": "Réinitialisation du quota",
     "Quota saturation protection triggered": "Protection contre la saturation du quota déclenchée",
     "Quota Settings": "Paramètres de quota",
     "Quota Types": "Types de quotas",
     "Quota unchanged": "Quota inchangé",
+    "Quota unit is misconfigured": "L'unité de quota est mal configurée",
     "Quota update failed": "Échec de la mise à jour du quota",
-    "Quota Warning Threshold": "Seuil d'avertissement de quota",
+    "Quota value cannot be negative": "La valeur du quota ne peut pas être négative",
+    "Quota value exceeds valid range, maximum is {{max}}": "La valeur du quota dépasse la plage valide, le maximum est {{max}}",
     "Quota:": "Quota :",
     "Radius": "Rayon",
     "Random": "Aléatoire",
@@ -4636,12 +5232,22 @@
     "Reason": "Raison",
     "Reason:": "Raison :",
     "Reasoning": "Raisonnement",
+    "Reasoning effort": "Reasoning effort",
     "Reasoning Effort": "Effort de raisonnement",
-    "Receive Upstream Model Update Notifications": "Recevoir les notifications de mise à jour des modèles en amont",
+    "Recalculated from tokens: tokens {{tokens}}, model ratio {{model_ratio}}, group ratio {{group_ratio}}, other multiplier {{other_multiplier}}": "Recalculé à partir des tokens : tokens {{tokens}}, ratio du modèle {{model_ratio}}, ratio du groupe {{group_ratio}}, autre multiplicateur {{other_multiplier}}",
     "Received": "Reçu",
     "Received amount": "Montant reçu",
+    "Recent benchmark results": "Recent benchmark results",
+    "Recent candy test results": "Recent candy test results",
+    "Recent Ciallo test results": "Recent Ciallo test results",
+    "Recent degradation": "Recent degradation",
+    "Recent detection results": "Recent detection results",
     "Recent maintenance tasks running across instances and their execution status.": "Tâches de maintenance récentes exécutées sur les instances et leur état d'exécution.",
+    "Recent pelican works": "Recent pelican works",
+    "Recent sampling results": "Recent sampling results",
     "Recent success-rate samples; gray bars indicate missing data.": "Échantillons récents du taux de réussite ; les barres grises indiquent des données manquantes.",
+    "Recent vision test results": "Recent vision test results",
+    "Recent vision works": "Recent vision works",
     "Recently completed or failed system task runs.": "Exécutions de tâches système récemment terminées ou échouées.",
     "Recently launched models": "Modèles récemment lancés",
     "Recently launched models gaining traction": "Modèles récemment publiés et en forte progression",
@@ -4664,16 +5270,21 @@
     "Redeemed:": "Utilisé :",
     "redemption code": "code d'échange",
     "Redemption Code": "Code d'échange",
+    "Redemption code count must be greater than 0": "Le nombre de codes d'échange doit être supérieur à 0",
     "Redemption code deleted successfully": "Code d'échange supprimé avec succès",
     "Redemption code disabled successfully": "Code d'échange désactivé avec succès",
     "Redemption code enabled successfully": "Code d'échange activé avec succès",
+    "Redemption code name length must be between 1-20": "Le nom du code d'échange doit contenir entre 1 et 20 caractères",
     "Redemption code updated successfully": "Code d'échange mis à jour avec succès",
     "Redemption code(s) created successfully": "Code(s) d'échange créé(s) avec succès",
+    "Redemption codes": "Codes d’échange",
     "Redemption Codes": "Codes d'échange",
     "Redemption codes are disabled until the administrator confirms compliance terms.": "Les codes de兑换 sont désactivés jusqu’à ce que l’administrateur confirme les conditions de conformité.",
     "Redemption codes created": "Codes d’échange créés",
     "redemption codes.": "codes de rachat.",
     "Redemption failed": "Rédemption échouée",
+    "Redemption failed, please try again later": "Échec de l’échange, veuillez réessayer plus tard",
+    "Redemption quota must be positive": "Le quota du code d'échange doit être positif",
     "Redemption successful! Added: {{quota}}": "Échange réussi ! Ajouté : {{quota}}",
     "Redirect {{model}}": "Rediriger {{model}}",
     "Redirect fetched upstream names to the names your users call.": "Redirigez les noms en amont récupérés vers les noms utilisés par vos utilisateurs.",
@@ -4698,16 +5309,18 @@
     "Refresh details": "Actualiser les détails",
     "Refresh failed": "Échec de l'actualisation",
     "Refresh failed. Showing the last successful snapshot.": "Actualisation échouée. Affichage du dernier instantané réussi.",
+    "Refresh in {{seconds}}s": "Refresh in {{seconds}}s",
     "Refresh interval (minutes)": "Intervalle d'actualisation (minutes)",
+    "Refresh preview": "Actualiser l’aperçu",
     "Refresh Stats": "Actualiser les statistiques",
     "Refresh the list and try again.": "Actualisez la liste et réessayez.",
+    "Refresh the preview before trying again; some changes may already have been saved.": "Actualisez l’aperçu avant de réessayer ; certains changements ont peut-être déjà été enregistrés.",
+    "Refreshing": "Refreshing",
     "Refreshing...": "Actualisation...",
     "Refund": "Remboursement",
     "Refund Details": "Détails du remboursement",
     "Regenerate": "Régénérer",
-    "Regenerate access token?": "Régénérer le jeton d'accès ?",
     "Regenerate Backup Codes": "Régénérer les codes de secours",
-    "Regenerate token": "Régénérer le jeton",
     "Regenerated two-factor backup codes": "Codes de secours à deux facteurs régénérés",
     "Regenerating immediately invalidates any existing token.": "La régénération invalide immédiatement tout jeton existant.",
     "Regex": "Regex",
@@ -4722,9 +5335,16 @@
     "Registry (optional)": "Registre (optionnel)",
     "Registry secret": "Secret du registre",
     "Registry username": "Nom d'utilisateur du registre",
+    "Regular administrators cannot promote other users to administrator": "Les administrateurs ordinaires ne peuvent pas promouvoir d’autres utilisateurs administrateurs",
     "Reinstall latest": "Réinstaller la dernière",
+    "Reject a Responses result when the upstream declares a model other than gpt-6-astra. Enabled by default; disable only for an intentional mapping.": "Reject a Responses result when the upstream declares a model other than gpt-6-astra. Enabled by default; disable only for an intentional mapping.",
     "Reject Reason": "Raison du rejet",
+    "Rejected and charged": "Rejected and charged",
+    "Rejected results still incur upstream usage charges. Switching sends another request that is charged separately, so one client request can incur multiple charges. If no safe switch is available, the request fails instead of delivering a mismatched result.": "Rejected results still incur upstream usage charges. Switching sends another request that is charged separately, so one client request can incur multiple charges. If no safe switch is available, the request fails instead of delivering a mismatched result.",
+    "Rejected without charge": "Rejected without charge",
     "Release details": "Détails de la version",
+    "Release to insert a new priority tier": "Relâcher pour insérer un nouveau niveau de priorité",
+    "Release to join priority {{priority}}": "Relâcher pour rejoindre la priorité {{priority}}",
     "Released": "Sorti",
     "Reload pricing": "Recharger les tarifs",
     "Reload vendor details": "Recharger les informations",
@@ -4737,6 +5357,11 @@
     "Remaining quota units": "Unités de quota restantes",
     "Remaining:": "Restant :",
     "Remark": "Remarque",
+    "Remind me next time": "Remind me next time",
+    "Remind me once when my balance drops below the threshold": "Me prévenir une fois lorsque mon solde passe sous le seuil",
+    "Remind users through their chosen notification method when their balance drops below the threshold": "Prévenir les utilisateurs par le mode de notification de leur choix lorsque leur solde passe sous le seuil",
+    "Reminder threshold": "Seuil de rappel",
+    "Reminder threshold cannot be negative": "Le seuil de rappel ne peut pas être négatif",
     "Remove": "Supprimer",
     "Remove {{group}}": "Supprimer {{group}}",
     "Remove {{value}}": "Retirer {{value}}",
@@ -4770,15 +5395,19 @@
     "Removed": "Supprimé",
     "Removed {{removed}} duplicate key(s). Before: {{before}}, After: {{after}}": "{{removed}} clé(s) en double supprimée(s). Avant : {{before}}, Après : {{after}}",
     "Removed an OAuth binding for the user": "Liaison OAuth de l'utilisateur supprimée",
+    "Removed models": "Modèles retirés",
     "Removed Models ({{count}})": "Modèles supprimés ({{count}})",
+    "Removed models will no longer be available through this channel. Select removals explicitly.": "Les modèles retirés ne seront plus disponibles via ce canal. Sélectionnez explicitement ceux à retirer.",
     "Removed settings": "Paramètres supprimés",
     "Removes MjProxy flags such as --fast, --relax, and --turbo from user prompts.": "Supprime les drapeaux MjProxy tels que --fast, --relax et --turbo des prompts utilisateur.",
     "Removing Passkey will require you to sign in with your password next time. You can re-register anytime.": "La suppression de la clé d'accès (Passkey) vous obligera à vous connecter avec votre mot de passe la prochaine fois. Vous pouvez vous réinscrire à tout moment.",
     "Rename": "Renommer",
     "Rename deployment": "Renommer le déploiement",
     "Rename failed": "Échec du renommage",
+    "Renamed an access token": "Jeton d’accès renommé",
     "Renamed successfully": "Renommé avec succès",
     "Renaming metadata does not rename channel models or move pricing. Existing prices stay with the original model name.": "Renommer les métadonnées ne renomme pas les modèles des canaux et ne déplace pas les tarifs, qui restent liés au nom d’origine.",
+    "Reorder channel {{id}}": "Réordonner le canal {{id}}",
     "Repair": "Réparer",
     "Repair Channel Consistency": "Réparer la cohérence des canaux",
     "Repair channel consistency?": "Réparer la cohérence des canaux ?",
@@ -4794,17 +5423,21 @@
     "Replace With": "Remplacer par",
     "replaced": "remplacé",
     "Replacement Model": "Modèle de remplacement",
+    "Replay drag demo": "Revoir la démonstration",
     "Replica count": "Nombre de réplicas",
     "Replicate": "Replicate",
     "Report an issue": "Signaler un problème",
     "request": "requête",
     "Request": "Requête",
     "Request & Response": "Requête et réponse",
+    "Request and cache statistics: last 24 hours": "Request and cache statistics: last 24 hours",
+    "Request and detection status by group": "Request and detection status by group",
     "Request Body Disk Cache": "Cache disque du corps de requête",
     "Request Body Field": "Champ du corps de requête",
     "Request Body Memory Cache": "Cache mémoire du corps de requête",
     "Request body must be a JSON object.": "Le corps de la requête doit être un objet JSON.",
     "Request body pass-through is enabled. The request body will be sent directly to the upstream without any conversion.": "Le passage du corps de requête est activé. Le corps sera envoyé directement en amont sans conversion.",
+    "Request cache hit rate": "Request cache hit rate",
     "Request checks": "Contrôle des requêtes",
     "Request completed": "Requête terminée",
     "Request conversion": "Conversion de requête",
@@ -4819,6 +5452,7 @@
     "Request Header Overrides": "Remplacements d'en-têtes de requête",
     "Request headers must be a JSON object with string values.": "Les en-têtes doivent être un objet JSON dont les valeurs sont des chaînes.",
     "Request ID": "ID de requête",
+    "Request information": "Request information",
     "Request Limits": "Limites de requêtes",
     "Request Model": "Modèle demandé",
     "Request Model Name": "Nom du modèle demandé",
@@ -4826,7 +5460,9 @@
     "Request names your users call": "Noms de requête utilisés par vos utilisateurs",
     "Request overrides, routing behavior, and upstream model automation": "Surcharges de requête, comportement de routage et automatisation des modèles amont",
     "Request Path": "Chemin de requête",
+    "Request path not supported": "Request path not supported",
     "Request policies": "Politiques de requête",
+    "Request policy decisions": "Décisions de la politique de requête",
     "Request processing": "Traitement des requêtes",
     "Request rejected locally": "Requête rejetée localement",
     "Request retry": "Relance des requêtes",
@@ -4839,6 +5475,7 @@
     "Request timed out, please refresh and restart GitHub login": "Délai dépassé, veuillez actualiser la page puis relancer la connexion GitHub",
     "Request-based": "Selon la requête",
     "Requested items": "Éléments demandés",
+    "Requested model": "Requested model",
     "Requested quota": "Montant demandé",
     "Requested quota: {{quota}}": "Montant demandé : {{quota}}",
     "Requested redemption code IDs": "ID des codes d’échange à supprimer",
@@ -4855,7 +5492,6 @@
     "Requests will be forwarded to this worker. Trailing slashes are removed automatically.": "Les requêtes seront transmises à ce worker. Les barres obliques finales sont automatiquement supprimées.",
     "Requests:": "Requêtes :",
     "Require email verification for new accounts": "Exiger la vérification de l'e-mail pour les nouveaux comptes",
-    "Retry budget": "Budget de tentatives",
     "Require job success before follow-up actions": "Exiger le succès de la tâche avant les actions de suivi",
     "Require login to view models": "Exiger la connexion pour voir les modèles",
     "Require login to view rankings": "Exiger la connexion pour voir les classements",
@@ -4863,10 +5499,12 @@
     "required": "requis",
     "Required": "Requis",
     "Required events:": "Événements requis :",
+    "Required permission": "Autorisation requise",
     "Required provider, authentication, model, and group settings": "Paramètres requis de fournisseur, authentification, modèles et groupes",
     "Required to expose MjProxy-style image generation to end users.": "Requis pour exposer la génération d'images style MjProxy aux utilisateurs finaux.",
     "Requires an available channel and access to its group.": "Nécessite un canal disponible et l’accès à son groupe.",
     "Requires global auto-disable and this channel option.": "Nécessite l’activation globale et celle de ce canal.",
+    "Requires model detection. When off, responses are delivered normally. When on, mismatched responses are rejected and a safe channel switch is attempted.": "Requires model detection. When off, responses are delivered normally. When on, mismatched responses are rejected and a safe channel switch is attempted.",
     "Requires upstream WebSocket support": "Nécessite WebSocket en amont",
     "Rerank": "Reclasser",
     "Reroll": "Relancer",
@@ -4875,6 +5513,8 @@
     "Resend codes": "Renvoyer les codes",
     "Resend in {{seconds}}s": "Renvoyer dans {{seconds}} s",
     "Reserve requested images; settle returned images.": "Réserver le montant demandé, puis facturer les images reçues.",
+    "Reserve the estimated input cost multiplied by this value, without estimating output tokens. Defaults to 1; positive decimals such as 0.5 and 1.5 are supported. Final charges use actual usage. Per-request and task prices are unaffected.": "Réserve le coût estimé des entrées multiplié par cette valeur, sans estimer les tokens de sortie. Valeur par défaut : 1. Les décimales positives, comme 0,5 et 1,5, sont acceptées. La facturation finale utilise la consommation réelle. Les tarifs par requête et par tâche restent inchangés.",
+    "Reserved": "Reserved",
     "Reserved for viewing complete channel keys after secure verification.": "Réservé à l'affichage des clés complètes des canaux après une vérification sécurisée.",
     "Reset": "Réinitialiser",
     "Reset {{count}} active subscriptions": "{{count}} abonnements actifs réinitialisés",
@@ -4894,8 +5534,12 @@
     "Reset Credit": "Crédit de réinitialisation",
     "Reset Credits": "Crédits de réinitialisation",
     "Reset Cycle": "Cycle de réinitialisation",
+    "Reset detection records": "Reset detection records",
     "Reset email sent, please check your inbox": "Email de réinitialisation envoyé, veuillez vérifier votre boîte de réception",
     "Reset failed": "Échec de la réinitialisation",
+    "Reset fingerprint and benchmark history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.": "Reset fingerprint and benchmark history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.",
+    "Reset fingerprint and pelican history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.": "Reset fingerprint and pelican history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.",
+    "Reset fingerprint and vision history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.": "Reset fingerprint and vision history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.",
     "Reset model ratios": "Ratios de modèle réinitialisés",
     "Reset Passkey": "Réinitialiser le Passkey",
     "Reset Passkey for {{username}}? The user will need to register a new Passkey before using passwordless login.": "Réinitialiser la Passkey de {{username}} ? L’utilisateur devra enregistrer une nouvelle Passkey avant d’utiliser la connexion sans mot de passe.",
@@ -4920,28 +5564,36 @@
     "Resources": "Ressources",
     "Responding...": "Réponse en cours...",
     "Response": "Réponse",
+    "Response delivered": "Response delivered",
     "Response Model": "Modèle de réponse",
     "Response model mismatch": "Modèle de réponse différent",
     "Response model: {{model}}": "Modèle de réponse : {{model}}",
+    "Response speed uses recent streaming model tests; throughput uses the latest 30 valid model calls with model-test fallback. Stability uses request statistics. Price uses effective multipliers.": "La réactivité utilise les tests récents en streaming ; le débit utilise les 30 derniers appels valides, ou les tests du modèle à défaut. La stabilité utilise les statistiques des requêtes et le prix les multiplicateurs effectifs.",
     "Response Time": "Temps de réponse",
     "Response time: {{duration}}": "Temps de réponse : {{duration}}",
     "Response too large": "Réponse trop volumineuse",
     "Responses API Version": "Version de l'API des réponses",
+    "Responses WebSocket": "Responses WebSocket",
+    "Responses WebSocket not supported": "Responses WebSocket not supported",
     "Restore default pricing": "Rétablir les tarifs par défaut",
     "Restore defaults": "Restaurer les paramètres par défaut",
     "Restore global Auto": "Restaurer l’Auto global",
     "Restore notifications": "Réactiver les notifications",
     "Restrict user model request frequency (may impact high concurrency performance)": "Restreindre la fréquence des requêtes du modèle utilisateur (peut impacter les performances en cas de forte concurrence)",
     "Result": "Résultat",
+    "Result not retained": "Résultat non conservé",
+    "Resume drag demo": "Reprendre la démo",
     "Retain last N days": "Conserver les N derniers jours",
     "Retain last N files": "Conserver les N derniers fichiers",
     "Retention days": "Jours de rétention",
     "Retrieve result": "Consulter le résultat",
     "Retry": "Réessayer",
+    "Retry a server error once in the same group, then switch and cool down for 10 minutes. A failed recovery probe switches immediately.": "Retry a server error once in the same group, then switch and cool down for 10 minutes. A failed recovery probe switches immediately.",
+    "Retry a server error once in the same group. Switch and cool down for 10 minutes only when a backup is available; otherwise keep the current group. Streaming and non-streaming cooldowns are separate.": "Retry a server error once in the same group. Switch and cool down for 10 minutes only when a backup is available; otherwise keep the current group. Streaming and non-streaming cooldowns are separate.",
+    "Retry budget": "Budget de tentatives",
     "Retry Chain": "Chaîne de tentatives",
     "Retry Settings": "Paramètres de relance",
     "Retry Suggestion": "Suggestion de relance",
-    "Rules can inherit or override these defaults.": "Les règles peuvent hériter ou remplacer ces valeurs.",
     "Retry Times": "Nombre de tentatives",
     "Return a custom error immediately": "Retourner immédiatement une erreur personnalisée",
     "Return Custom Error": "Retourner une erreur personnalisée",
@@ -4949,12 +5601,15 @@
     "Return Error": "Retourner l'erreur",
     "Return per-token log probabilities": "Retourner les log-probabilités par jeton",
     "Return to dashboard": "Retour au tableau de bord",
+    "Return to manual pool": "Return to manual pool",
     "Return to the original window to continue.": "Revenez à la fenêtre d’origine pour continuer.",
     "Return vector embeddings for inputs": "Renvoyer des embeddings vectoriels pour les entrées",
     "Returned keys": "Clés renvoyées",
+    "Returned model": "Returned model",
     "Returned token IDs": "ID des jetons renvoyés",
     "Returned: {{processed}}": "Renvoyés : {{processed}}",
     "Reveal API key": "Afficher la clé API",
+    "Reveal full keys": "Afficher les clés complètes",
     "Reveal key": "Révéler la clé",
     "Revenue": "Revenu",
     "Review & initialize": "Vérifier et initialiser",
@@ -4964,15 +5619,19 @@
     "Review confirmation": "Vérifier la confirmation",
     "Review every addition and overwrite before applying. Pricing, channels, and group access are not changed.": "Vérifiez chaque ajout et écrasement avant l’application. Les prix, canaux et droits des groupes restent inchangés.",
     "Review model rates before scaling traffic": "Consulter les tarifs des modèles avant d'augmenter le trafic",
+    "Review selected changes": "Vérifier les changements sélectionnés",
+    "Review the affected Passkeys and confirm the domain removal. If the settings or impact have changed, confirmation is required again.": "Vérifiez les Passkeys concernées et confirmez la suppression du domaine. Si les paramètres ou l'impact ont changé, une nouvelle confirmation est requise.",
     "Review the affected records before applying. Pricing, channels, and model names are preserved.": "Vérifiez les fiches concernées avant d’appliquer. Les tarifs, canaux et noms de modèles sont conservés.",
     "Review the compatible domains and allowed websites, then save changes on the settings page.": "Vérifiez les domaines compatibles et les sites autorisés, puis enregistrez les modifications sur la page des paramètres.",
+    "Review the model changes before applying. Unselected models stay unchanged and will not be ignored.": "Vérifiez les changements avant de les appliquer. Les modèles non sélectionnés restent inchangés et ne seront pas ignorés.",
     "Review the prices and billing expression. Confirming updates the draft; save model pricing to apply it.": "Vérifiez les tarifs et l’expression de facturation. La confirmation met à jour le brouillon ; enregistrez les tarifs du modèle pour les appliquer.",
     "Review your payment details": "Vérifier vos détails de paiement",
     "Review your purchase details before proceeding.": "Vérifiez les détails de votre achat avant de continuer.",
     "Revoke": "Révoquer",
-    "Revoke access token?": "Révoquer le jeton d’accès ?",
     "Revoke session?": "Révoquer cette session ?",
-    "Revoked the system access token": "Jeton d’accès système révoqué",
+    "Revoke this access token? Scripts using it stop working immediately.": "Révoquer ce jeton d’accès ? Les scripts qui l’utilisent cesseront immédiatement de fonctionner.",
+    "Revoked access tokens": "Jetons d’accès révoqués",
+    "Revoked an access token": "Jeton d’accès révoqué",
     "Rewards will be added directly to your balance": "Les récompenses seront ajoutées directement à votre solde",
     "Rewrite callback URLs to the local server": "Réécrire les URLs de callback vers le serveur local",
     "Right to Left": "De droite à gauche",
@@ -4997,6 +5656,8 @@
     "Routing & Mapping": "Routage et correspondances",
     "Routing & Overrides": "Routage et surcharges",
     "Routing Group": "Groupe de routage",
+    "Routing preference": "Routing preference",
+    "Routing preview": "Routing preview",
     "Routing Reliability": "Fiabilité du routage",
     "Routing Strategy": "Stratégie de routage",
     "Rows are user groups, columns are billing groups. Empty cells fall back to the base ratio shown in gray.": "Les lignes sont les groupes d’utilisateurs, les colonnes les groupes de facturation. Les cellules vides utilisent le taux de base affiché en gris.",
@@ -5018,12 +5679,16 @@
     "Rule editor mode": "Mode d’édition des règles",
     "Rule group": "Groupe de règles",
     "Rule override": "Réglage de la règle",
+    "rule_name cannot be empty": "rule_name ne peut pas être vide",
     "rules": "règles",
     "Rules": "Règles",
     "Rules are checked in order. The first match determines the price.": "Les règles sont évaluées dans l’ordre. La première correspondance détermine le prix.",
+    "Rules can inherit or override these defaults.": "Les règles peuvent hériter ou remplacer ces valeurs.",
+    "Rules for {{group}}": "Règles pour {{group}}",
     "Rules JSON": "Règles JSON",
     "Rules JSON must be an array": "Le JSON des règles doit être un tableau",
     "Rules match the original model value from the client request body.": "Les règles correspondent à la valeur model originale du corps de la requête client.",
+    "Run and manage maintenance tasks and performance settings.": "Exécuter et gérer les tâches de maintenance et les paramètres de performance.",
     "Run background checks using the selected test mode": "Exécuter les contrôles en arrière-plan selon le mode choisi",
     "Run dry run": "Lancer la simulation",
     "Run GC": "Exécuter le GC",
@@ -5038,7 +5703,14 @@
     "s": "s",
     "Safety Settings": "Paramètres de sécurité",
     "Same as Local": "Identique au local",
+    "Sample {{number}}": "Sample {{number}}",
+    "Sample all Astra channels": "Sample all Astra channels",
     "Sample interval: {{seconds}} seconds": "Intervalle : {{seconds}} secondes",
+    "Sampled downgrade rate": "Sampled downgrade rate",
+    "Sampling data unavailable": "Sampling data unavailable",
+    "Sampling failed": "Sampling failed",
+    "Sampling in progress": "Sampling in progress",
+    "Sampling queued. Results will refresh automatically.": "Sampling queued. Results will refresh automatically.",
     "Sampling temperature; lower is more deterministic": "Température d'échantillonnage ; plus c'est bas, plus c'est déterministe",
     "Sandbox": "Bac à sable",
     "Sandbox mode": "Mode sandbox",
@@ -5060,6 +5732,8 @@
     "Save failed, please retry": "Échec de l'enregistrement, veuillez réessayer",
     "Save general settings": "Enregistrer les paramètres généraux",
     "Save group ratios": "Enregistrer les ratios de groupes",
+    "Save group settings": "Enregistrer les paramètres des groupes",
+    "Save group tags": "Save group tags",
     "Save io.net settings": "Enregistrer les paramètres io.net",
     "Save log settings": "Enregistrer les paramètres de journal",
     "Save metadata": "Enregistrer les métadonnées",
@@ -5070,6 +5744,7 @@
     "Save navigation": "Enregistrer la navigation",
     "Save notice": "Enregistrer l'avis",
     "Save or discard pricing changes before renaming metadata.": "Enregistrez ou abandonnez les modifications de prix avant de renommer les métadonnées.",
+    "Save personal multipliers": "Save personal multipliers",
     "Save Preferences": "Enregistrer les préférences",
     "Save preview": "Aperçu de l’enregistrement",
     "Save rate limits": "Enregistrer les limites de débit",
@@ -5077,17 +5752,16 @@
     "Save sensitive words": "Enregistrer les mots sensibles",
     "Save Settings": "Enregistrer les paramètres",
     "Save sidebar modules": "Enregistrer les modules de la barre latérale",
-    "Save SMTP settings": "Enregistrer les paramètres SMTP",
     "Save SSRF settings": "Enregistrer les paramètres SSRF",
     "Save Stripe settings": "Enregistrer les paramètres Stripe",
     "Save these backup codes in a safe place. Each code can only be used once.": "Enregistrez ces codes de secours dans un endroit sûr. Chaque code ne peut être utilisé qu'une seule fois.",
     "Save these codes in a safe place. Each code can only be used once.": "Enregistrez ces codes dans un endroit sûr. Chaque code ne peut être utilisé qu'une seule fois.",
-    "Save this token now. You won't be able to view it again after closing this dialog.": "Enregistrez ce jeton maintenant. Vous ne pourrez plus le consulter après la fermeture de cette boîte de dialogue.",
     "Save token limits": "Enregistrer les limites de jetons",
     "Save tool prices": "Enregistrer les prix des outils",
     "Save Waffo Pancake settings": "Enregistrer les paramètres Waffo Pancake",
     "Save Worker settings": "Enregistrer les paramètres Worker",
     "Saved successfully": "Enregistré avec succès",
+    "Saving permission changes requires security verification": "L’enregistrement des modifications d’autorisations nécessite une vérification de sécurité",
     "Saving...": "Enregistrement en cours...",
     "Scan QR Code": "Scanner le code QR",
     "Scan the QR code to follow the official account and reply with “验证码” to receive your verification code.": "Scannez le code QR pour suivre le compte officiel et répondez par « 验证码 » pour recevoir votre code de vérification.",
@@ -5103,6 +5777,7 @@
     "Science": "Science",
     "Scope": "Portée",
     "Scopes": "Portées",
+    "Score gap": "Score gap",
     "Search": "Rechercher",
     "Search by name or URL...": "Rechercher par nom ou URL...",
     "Search by order number...": "Rechercher par numéro de commande...",
@@ -5113,6 +5788,7 @@
     "Search deployments...": "Rechercher des déploiements...",
     "Search feature in development": "Fonctionnalité de recherche en développement",
     "Search group names...": "Rechercher des noms de groupe...",
+    "Search groups by name or description": "Rechercher par nom ou description",
     "Search groups...": "Rechercher des groupes...",
     "Search icons or enter an icon key": "Rechercher une icône ou saisir une clé",
     "Search method identifiers...": "Rechercher des identifiants de modes...",
@@ -5174,6 +5850,7 @@
     "Select active subscription plan": "Sélectionner un forfait actif",
     "Select all": "Tout sélectionner",
     "Select all (filtered)": "Tout sélectionner (filtré)",
+    "Select all changed fields": "Tout sélectionner",
     "Select all matching models": "Sélectionner les modèles correspondants",
     "Select all models": "Sélectionner tous les modèles",
     "Select all models in {{category}}": "Sélectionner tous les modèles de {{category}}",
@@ -5185,8 +5862,10 @@
     "Select at least one Auto group or restore global Auto.": "Sélectionnez au moins un groupe Auto ou restaurez l’Auto global.",
     "Select at least one field to overwrite.": "Sélectionnez au moins un champ à écraser.",
     "Select at least one model to preview mappings.": "Sélectionnez au moins un modèle pour prévisualiser les correspondances.",
+    "Select at least one permission": "Sélectionnez au moins une autorisation",
     "Select at least one route": "Sélectionnez au moins une route",
     "Select at least one target model": "Sélectionnez au moins un modèle cible",
+    "Select at least one valid permission.": "Sélectionnez au moins une autorisation valide.",
     "Select at most {{max}} Auto groups": "Sélectionnez au maximum {{max}} groupes Auto",
     "Select body font": "Sélectionner la police du corps de texte",
     "Select border radius": "Sélectionner le rayon de bordure",
@@ -5203,6 +5882,7 @@
     "Select from presets or type custom identifier.": "Sélectionner parmi les préréglages ou saisir un identifiant personnalisé.",
     "Select granularity": "Sélectionner la granularité",
     "Select groups (leave empty to keep current)": "Sélectionner les groupes (laisser vide pour conserver les groupes actuels)",
+    "Select groups to exclude": "Choisir les groupes à exclure",
     "Select interface density": "Sélectionner la densité de l'interface",
     "Select items...": "Sélectionner des éléments...",
     "Select key format": "Sélectionner le format de clé",
@@ -5212,7 +5892,6 @@
     "Select locations": "Sélectionner des emplacements",
     "Select model": "Sélectionner un modèle",
     "Select Model": "Sélectionner le modèle",
-    "Session defaults": "Sessions par défaut",
     "Select model {{model}}": "Sélectionner le modèle {{model}}",
     "Select models": "Sélectionner les modèles",
     "Select models (empty for allow all)": "Sélectionner les modèles (vide pour autoriser tout)",
@@ -5223,7 +5902,6 @@
     "Select or enter color value": "Sélectionner ou saisir une valeur de couleur",
     "Select or enter method identifier": "Sélectionner ou saisir l’identifiant du mode",
     "Select or enter model name": "Sélectionner ou saisir le nom du modèle",
-    "Sessions and retries": "Sessions et tentatives",
     "Select or enter payment type": "Sélectionner ou saisir le type de paiement",
     "Select or enter payment type key": "Sélectionner ou saisir la clé de type de paiement",
     "Select payment method": "Sélectionner le mode de paiement",
@@ -5248,6 +5926,7 @@
     "Select the API endpoint region": "Sélectionner la région du point de terminaison API",
     "Select the fields you want to overwrite with upstream data. Unselected fields keep their local values.": "Sélectionnez les champs que vous souhaitez écraser avec les données en amont. Les champs non sélectionnés conservent leurs valeurs locales.",
     "Select the models to keep in this channel.": "Sélectionnez les modèles à conserver dans ce canal.",
+    "Select the task plugins installed on the upstream gateway": "Sélectionnez les plugins de tâches installés sur la passerelle en amont",
     "Select theme preference": "Sélectionner la préférence de thème",
     "Select theme preset": "Sélectionner un préréglage de thème",
     "Select time granularity": "Sélectionner la granularité temporelle",
@@ -5257,6 +5936,7 @@
     "selected": "sélectionné",
     "Selected {{count}}": "{{count}} sélectionné(s)",
     "Selected {{selected}} / {{total}}": "Sélection : {{selected}} / {{total}}",
+    "Selected candidate": "Selected candidate",
     "selected channel(s). Leave empty to remove tag.": "canal(aux) sélectionné(s). Laisser vide pour supprimer l'étiquette.",
     "Selected conflicts were overwritten successfully.": "Les conflits sélectionnés ont été écrasés avec succès.",
     "Selected names are": "Les noms sélectionnés sont",
@@ -5268,7 +5948,6 @@
     "Send a request": "Envoyer une requête",
     "Send chat completions to the OpenAI-compatible /v1/chat/completions instead of the native Ollama /api/chat": "Envoyer les complétions de chat vers l'endpoint compatible OpenAI /v1/chat/completions au lieu du /api/chat natif d'Ollama",
     "Send code": "Envoyer le code",
-    "Send email alerts when a user falls below this quota": "Envoyer des alertes par e-mail lorsqu'un utilisateur descend en dessous de ce quota",
     "Send reset email": "Envoyer l'e-mail de réinitialisation",
     "Send the original request body to upstream without conversion. Only available for native forwarding routes.": "Envoyer le corps de la requête d'origine à l'upstream sans conversion. Disponible uniquement pour les routes en transfert natif.",
     "Sending...": "Envoi en cours...",
@@ -5284,10 +5963,14 @@
     "Server Log Management": "Gestion des journaux serveur",
     "Server logging is not enabled (log directory not configured)": "La journalisation serveur n'est pas activée (répertoire non configuré)",
     "Server Token": "Jeton de serveur",
+    "Server-side routing preview only; no model request or charge. Availability and session bindings may change the selected channel.": "Server-side routing preview only; no model request or charge. Availability and session bindings may change the selected channel.",
     "Service account JSON file(s)": "Fichier(s) JSON de compte de service",
+    "Service status": "Service status",
+    "Service support provided by Crash Workshop Cloud Computing": "Service support provided by Crash Workshop Cloud Computing",
     "Session": "Session",
     "Session behavior": "Maintien de session",
     "Session behavior prevents switching channels": "Le comportement de session empêche le changement de canal",
+    "Session defaults": "Sessions par défaut",
     "Session expired!": "Session expirée !",
     "Session expired?": "Session expirée ?",
     "Session rule": "Règle de session",
@@ -5296,6 +5979,7 @@
     "Session rules table": "Tableau des règles de session",
     "Session signed out": "Session déconnectée",
     "Sessions & Access": "Sessions et accès",
+    "Sessions and retries": "Sessions et tentatives",
     "Set": "Définir",
     "Set a discount rate for a specific recharge amount threshold.": "Définir un taux de réduction pour un seuil de montant de recharge spécifique.",
     "Set a secure password (min. 8 characters)": "Définir un mot de passe sécurisé (min. 8 caractères)",
@@ -5311,6 +5995,7 @@
     "Set prices for each set of conditions below. Cost = usage × unit price + additional charge. Token prices are per million tokens.": "Définissez les prix selon les conditions ci-dessous. Coût = usage × prix unitaire + supplément. Les prix des tokens sont par million.",
     "Set prices for each set of conditions below. Cost = usage × unit price + fixed fee. Token prices are per million tokens.": "Définissez les prix selon les conditions ci-dessous. Coût = usage × prix unitaire + frais fixes. Les prix des tokens sont par million.",
     "Set Project to io.cloud when creating/selecting key": "Définir le projet sur io.cloud lors de la création/sélection de la clé",
+    "Set public aliases and visibility for each group. Hidden groups are excluded from the public status API.": "Set public aliases and visibility for each group. Hidden groups are excluded from the public status API.",
     "Set quota amount and limits": "Définir le quota et les limites",
     "Set Request Header": "Définir un en-tête de requête",
     "Set runtime request header: override entire value, or manipulate comma-separated tokens": "Définir l'en-tête de requête : remplacer la valeur ou manipuler les tokens séparés par des virgules",
@@ -5330,7 +6015,11 @@
     "Setting updated successfully": "Paramètre mis à jour avec succès",
     "Settings": "Paramètres",
     "Settings & Preferences": "Paramètres et préférences",
+    "Settings take effect after saving the API key.": "Settings take effect after saving the API key.",
+    "Settings updated": "Paramètres mis à jour",
     "Settings updated successfully": "Paramètres mis à jour avec succès",
+    "Settled attempt total": "Settled attempt total",
+    "Settled by the task usage expression": "Réglé par l'expression d'usage de la tâche",
     "Setup expired. Scan the new QR code and save the new backup codes.": "La configuration a expiré. Scannez le nouveau code QR et conservez les nouveaux codes de secours.",
     "Setup guide": "Guide de configuration",
     "Setup guide complete": "Guide de configuration terminé",
@@ -5359,6 +6048,8 @@
     "Show or hide flow columns": "Afficher ou masquer les colonnes du flux",
     "Show preview": "Afficher l'apercu",
     "Show prices in currency instead of quota.": "Afficher les prix en devise au lieu du quota.",
+    "Show publicly": "Show publicly",
+    "Show recent degradation tag": "Show recent degradation tag",
     "Show selected models in model square": "Afficher la sélection dans la galerie",
     "Show sensitive data": "Afficher les données sensibles",
     "Show setup guide": "Afficher le guide de configuration",
@@ -5379,6 +6070,7 @@
     "Sign In": "Se connecter",
     "Sign in now": "Se connecter maintenant",
     "Sign in required": "Connexion requise",
+    "Sign in to bind an account": "Connectez-vous pour lier un compte",
     "Sign in with Passkey": "Se connecter avec Passkey",
     "Sign out": "Se déconnecter",
     "Sign out other sessions": "Déconnecter les autres sessions",
@@ -5404,37 +6096,47 @@
     "Simulation context is missing.": "Le contexte nécessaire à la simulation est manquant.",
     "Simulation time": "Heure de simulation",
     "Since previous sample": "Depuis le relevé précédent",
-    "Single .js file, up to 1 MiB. Its source is shown below before upload.": "Un seul fichier .js, jusqu’à 1 Mio. Sa source est affichée ci-dessous avant l’envoi.",
+    "Single .js file, up to 8 MiB. Its source is shown below before upload.": "Un seul fichier .js, jusqu’à 8 Mio. Sa source est affichée ci-dessous avant l’envoi.",
     "Single Key": "Clé unique",
     "Site & Branding": "Site et marque",
     "Site currency ({{currency}})": "Devise du site ({{currency}})",
     "Site Key": "Clé du site",
     "Site URL": "URL du site",
+    "Size {{size}}": "Taille {{size}}",
     "Size:": "Taille :",
     "sk_xxx or rk_xxx": "sk_xxx ou rk_xxx",
     "Skip async task polling delay": "Ignorer le délai de polling des tâches asynchrones",
+    "Skip non-Astra requests too": "Skip non-Astra requests too",
+    "Skip pre-consumption when the wallet balance and limited API key balance both exceed this amount. Set to 0 to always pre-consume. Subscriptions and asynchronous tasks always reserve quota.": "Aucun pré-débit si le solde du portefeuille et celui de la clé API à quota limité dépassent ce montant. La valeur 0 impose le pré-débit. Les abonnements et tâches asynchrones réservent toujours un quota.",
     "Skip retry on failure": "Ne pas réessayer en cas d'échec",
     "Skip SMTP TLS certificate verification": "Ignorer la vérification du certificat TLS SMTP",
+    "Skip suspected degraded groups": "Skip suspected degraded groups",
     "Skip to Main": "Aller au contenu principal",
+    "Skip Upstream TLS Verification": "Ignorer la vérification TLS du serveur amont",
     "Slug": "Slug",
     "Slug can only contain letters, numbers, hyphens, and underscores": "Le slug ne peut contenir que des lettres, des chiffres, des tirets et des underscores",
     "Slug is required": "Le slug est requis",
     "Slug must be less than 100 characters": "Le slug doit contenir moins de 100 caractères",
     "Smallest USD amount users can recharge (Epay)": "Montant minimum en USD que les utilisateurs peuvent recharger (Epay)",
-    "SMTP Email": "E-mail SMTP",
     "SMTP encryption": "Chiffrement SMTP",
     "SMTP Host": "Hôte SMTP",
+    "SMTP server is not configured": "Le serveur SMTP n’est pas configuré",
     "smtp.example.com": "smtp.example.com",
     "socks5://user:pass@host:port": "socks5://user:pass@host:port",
     "Soft Errors": "Erreurs douces",
     "Some channels failed: {{errorMsg}}": "Certains canaux ont échoué : {{errorMsg}}",
+    "Some files could not be deleted ({{failed}}/{{total}})": "Certains fichiers n'ont pas pu être supprimés ({{failed}}/{{total}})",
     "Some matching models are hidden or have no available channel.": "Certains modèles correspondants sont masqués ou n’ont aucun canal disponible.",
     "Some plugin information could not be read": "Certaines informations du plugin sont illisibles",
+    "Some services are degraded": "Some services are degraded",
+    "Some services are unavailable": "Some services are unavailable",
     "Something went wrong!": "Quelque chose s'est mal passé !",
     "Sonnet Model": "Modèle Sonnet",
     "Sora": "Sora",
     "Sort": "Trier",
     "Sort by ID": "Trier par ID",
+    "Sort by priority to drag channels": "Triez par priorité pour déplacer les canaux",
+    "Sort channels by": "Trier les canaux par",
     "Sort Order": "Ordre de tri",
     "Sort priority": "Priorité de tri",
     "Source": "Source",
@@ -5461,11 +6163,14 @@
     "Special visibility rules": "Règles de visibilité spéciales",
     "Specified time": "Heure définie",
     "Speculative decoding acceptance rate": "Taux d’acceptation du décodage spéculatif",
+    "Speed and stability use recent request statistics. Price ordering always uses your effective multiplier and does not depend on sample size.": "Speed and stability use recent request statistics. Price ordering always uses your effective multiplier and does not depend on sample size.",
+    "Speed uses recent streaming model tests; stability uses request statistics. Price uses effective multipliers.": "Speed uses recent streaming model tests; stability uses request statistics. Price uses effective multipliers.",
     "Spend limited": "Dépenses limitées",
     "Spread HTTP/2 traffic across multiple reusable connections to the same upstream origin (1-8).": "Répartit le trafic HTTP/2 sur plusieurs connexions réutilisables vers la même origine amont (1-8).",
     "SQLite stores all data in a single file. Make sure that file is persisted when running in containers.": "SQLite stocke toutes les données dans un seul fichier. Assurez-vous que ce fichier est persisté lors de l'exécution dans des conteneurs.",
     "SSL/TLS": "SSL/TLS",
     "SSRF Protection": "Protection SSRF",
+    "Stability first": "Stability first",
     "stale": "expiré",
     "Standard": "Standard",
     "Standard price": "Prix standard",
@@ -5484,11 +6189,13 @@
     "Started two-factor authentication setup": "Configuration de l’authentification à deux facteurs commencée",
     "STARTTLS": "STARTTLS",
     "State changed": "État modifié",
+    "State parameter is empty or mismatched": "Le paramètre state est vide ou ne correspond pas",
     "State unchanged: {{status}}": "Statut inchangé : {{status}}",
     "Static page describing the platform.": "Page statique décrivant la plateforme.",
     "Statistical count": "Nombre statistique",
     "Statistical quota": "Quota statistique",
     "Statistical tokens": "Jetons statistiques",
+    "Statistics cover the last 24 hours. Groups without samples are fallbacks, ordered by your applicable billing ratio. No price cap is applied.": "Statistics cover the last 24 hours. Groups without samples are fallbacks, ordered by your applicable billing ratio. No price cap is applied.",
     "Statistics reset": "Statistiques réinitialisées",
     "Status": "Statut",
     "Status & Sync": "Statut et synchronisation",
@@ -5496,8 +6203,10 @@
     "Status Code": "Code de statut",
     "Status Code Mapping": "Mappage des codes d'état",
     "Status code mapping must use valid HTTP status codes": "Le mappage des codes d'état doit utiliser des codes d'état HTTP valides",
+    "Status data is temporarily unavailable": "Status data is temporarily unavailable",
     "Status is outside the retry rules": "Code hors des règles de reprise",
     "Status matches the retry rules": "Code conforme aux règles de reprise",
+    "Status page": "Status page",
     "Status Page Slug": "Slug de la page d'état",
     "Status short": "État",
     "Status:": "Statut :",
@@ -5505,6 +6214,9 @@
     "Stay tuned though!": "Restez à l'écoute cependant !",
     "Steer behaviour with a system instruction": "Orienter le comportement via une instruction système",
     "Step": "Étape",
+    "Step {{current}} of {{total}}: {{label}}": "Étape {{current}} sur {{total}} : {{label}}",
+    "Still pending addition": "Ajouts encore en attente",
+    "Still pending removal": "Retraits encore en attente",
     "Stop": "Arrêter",
     "Stop Retry": "Arrêter la relance",
     "Stop testing": "Arrêter le test",
@@ -5520,6 +6232,7 @@
     "stream": "Flux",
     "Stream": "Flux",
     "Stream did not complete successfully": "Flux non terminé avec succès",
+    "Stream end": "Stream end",
     "Stream Mode": "Mode streaming",
     "Stream Status": "Statut du flux",
     "Stream tokens incrementally as they are generated": "Diffuser les jetons au fur et à mesure de leur génération",
@@ -5533,8 +6246,11 @@
     "Stripe API key (leave blank unless updating)": "Clé API Stripe (laisser vide sauf en cas de mise à jour)",
     "Stripe Dashboard": "Tableau de bord Stripe",
     "Stripe Gateway": "Passerelle Stripe",
+    "Stripe is not configured or key is invalid": "Stripe n'est pas configuré ou la clé n'est pas valide",
     "Stripe product price ID": "ID de prix du produit Stripe",
+    "Stripe webhook is not configured": "Le webhook Stripe n'est pas configuré",
     "Stripe/Creem requires creating products on the third-party platform and entering the ID": "Stripe/Creem nécessite de créer des produits sur la plateforme tierce et d'entrer l'ID",
+    "StripePriceId is not configured for this plan": "StripePriceId n'est pas configuré pour ce forfait",
     "Structured output": "Sortie structurée",
     "Submit": "Soumettre",
     "Submit directly": "Soumettre directement",
@@ -5553,9 +6269,13 @@
     "Subscription Management": "Gestion des abonnements",
     "Subscription Only": "Abonnement uniquement",
     "Subscription plan creation and changes are locked until the administrator confirms compliance terms in Payment Gateway settings.": "La création et la modification des forfaits d’abonnement sont verrouillées jusqu’à ce que l’administrateur confirme les conditions de conformité dans les paramètres de la passerelle de paiement.",
+    "Subscription plan is not enabled": "Le forfait d'abonnement n'est pas activé",
+    "Subscription plan title cannot be empty": "Le titre du forfait d'abonnement ne peut pas être vide",
     "Subscription Plans": "Plans d'abonnement",
     "Subscription plans do NOT use the bound Product — each plan has its own dedicated Pancake product, set in the Subscriptions admin (or auto-minted via the \"+ Create\" button there).": "Les forfaits d’abonnement n’utilisent PAS le produit associé : chaque forfait dispose de son propre produit Pancake dédié, défini dans l’administration des abonnements (ou créé automatiquement via le bouton « + Créer »).",
     "Subscription purchased successfully": "Abonnement acheté avec succès",
+    "Subscription purchased with balance, plan: {{plan}}, payment amount: {{amount}}, quota deducted: {{quota}}": "Abonnement acheté avec le solde, offre : {{plan}}, montant payé : {{amount}}, quota déduit : {{quota}}",
+    "Subscription purchased, plan: {{plan}}, payment amount: {{amount}}, payment method: {{method}}": "Abonnement acheté, offre : {{plan}}, montant payé : {{amount}}, moyen de paiement : {{method}}",
     "Subscriptions": "Abonnements",
     "Subtract": "Soustraire",
     "succeeded": "réussi",
@@ -5596,6 +6316,8 @@
     "Supports plugin extensions": "Prend en charge les extensions",
     "Supports PNG, JPG, SVG, or WebP. Recommended size: 128×128 or smaller.": "Prend en charge PNG, JPG, SVG ou WebP. Taille recommandée : 128×128 ou moins.",
     "Surprise me": "Surprends-moi",
+    "Suspected degradation": "Suspected degradation",
+    "Suspected model substitution": "Suspected model substitution",
     "Sustained tokens per second": "Jetons par seconde soutenus",
     "Swap Face": "Échanger le visage",
     "Switch affinity on success": "Changer l'affinité en cas de succès",
@@ -5604,7 +6326,10 @@
     "Switch to visual editor": "Passer à l’éditeur visuel",
     "Switch to visual mode to add rules or apply templates.": "Passez en mode visuel pour ajouter des règles ou appliquer des modèles.",
     "Switch to visual pricing?": "Passer à la tarification visuelle ?",
+    "Switched successfully": "Switched successfully",
+    "Switched to fallback group": "Switched to fallback group",
     "Switching regenerates the expression from the price table and replaces its original formatting and tier names. Changes apply only after saving.": "L’expression sera régénérée à partir du tableau des prix. Sa mise en forme et les noms des paliers seront remplacés. Les modifications prendront effet après enregistrement.",
+    "Sync": "Synchrone",
     "Sync Endpoint": "Point de terminaison de synchronisation",
     "Sync Endpoints": "Points de synchronisation",
     "Sync Fields": "Synchroniser les champs",
@@ -5635,8 +6360,10 @@
     "System constraint": "Contrainte système",
     "System data statistics": "Statistiques des données système",
     "System default": "Système par défaut",
+    "System error: {{error}}": "Erreur système : {{error}}",
     "System Info": "Infos système",
     "System Information": "Informations système",
+    "System initialized successfully": "Système initialisé avec succès",
     "System initialized successfully! Redirecting…": "Système initialisé avec succès ! Redirection…",
     "System logo": "Logo du système",
     "System maintenance": "Maintenance du système",
@@ -5662,6 +6389,7 @@
     "Table view": "Vue en tableau",
     "Tag": "Balise",
     "Tag Aggregate": "Agrégat de balises",
+    "Tag cannot be empty": "La balise ne peut pas être vide",
     "Tag Mode": "Mode Balise",
     "Tag Name": "Nom de l'étiquette",
     "Tag set successfully": "Tag défini avec succès",
@@ -5693,11 +6421,17 @@
     "Task Logs": "Journaux de tâches",
     "Task Plugin": "Plugin de tâche",
     "Task plugin *": "Plugin de tâche *",
+    "Task plugin does not match": "Task plugin does not match",
     "Task plugin setting updated": "Paramètre des plugins de tâche mis à jour",
+    "Task plugins": "Plugins de tâche",
     "Task Plugins": "Plugins de tâches",
     "Task pricing": "Tarification des tâches",
     "Task pricing must be converted manually using the task usage schema.": "La tarification des tâches doit être convertie manuellement selon leur schéma d’utilisation.",
     "Task pricing not configured": "Tarification des tâches non configurée",
+    "Task timed out": "La tâche a expiré",
+    "Task timed out (a task left by the old system is not refunded; contact the administrator)": "La tâche a expiré (une tâche laissée par l'ancien système n'est pas remboursée ; contactez l'administrateur)",
+    "Task usage data is required to estimate this expression. Check the model's task plugin configuration.": "Les données d’utilisation des tâches sont nécessaires pour estimer le coût de cette expression. Vérifiez la configuration du plugin de tâches du modèle.",
+    "Task usage metadata is unavailable. Pricing details cannot be displayed.": "Les métadonnées d’utilisation des tâches sont indisponibles. Les détails tarifaires ne peuvent pas être affichés.",
     "Task usage prices are USD per declared unit. They are not token prices and are not divided by one million.": "Les tarifs d'utilisation sont exprimés en USD par unité déclarée. Ce ne sont pas des tarifs par jeton et ils ne sont pas divisés par un million.",
     "Task usage prices are USD per declared unit. Token fields use dollars per 1M tokens; the editor writes / 1000000 into the expression. Other units are not divided by one million.": "Les prix d'usage des tâches sont en USD par unité déclarée. Les champs token utilisent des dollars pour 1 M de tokens ; l'éditeur écrit / 1000000 dans l'expression. Les autres unités ne sont pas divisées par un million.",
     "Tasks currently pending or running.": "Tâches actuellement en attente ou en cours d’exécution.",
@@ -5707,6 +6441,7 @@
     "Telegram authorization failed. Please try again.": "L’autorisation Telegram a échoué. Réessayez.",
     "Telegram binding failed. Please try again.": "Échec de la liaison Telegram. Veuillez réessayer.",
     "Telegram binding is disabled.": "La liaison Telegram est désactivée.",
+    "Telegram ID is empty!": "L’ID Telegram est vide !",
     "Telegram login has changed. Reload the page and start Telegram OAuth again.": "La connexion Telegram a changé. Rechargez la page et relancez Telegram OAuth.",
     "Telegram Login Widget": "Widget de connexion Telegram",
     "Telegram OAuth Client ID from BotFather": "Client ID Telegram OAuth fourni par BotFather",
@@ -5725,17 +6460,22 @@
     "Test a model with a starter prompt, or write your own request below.": "Testez un modèle avec un prompt de départ, ou rédigez votre propre demande ci-dessous.",
     "Test all {{count}} models": "Tester les {{count}} modèles",
     "Test All Channels": "Tester tous les canaux",
+    "Test benchmark": "Test benchmark",
+    "Test candy": "Test candy",
     "Test Channel Connection": "Tester la connexion du canal",
     "Test channels, refresh balances, and enable/disable individual, batch, or tagged channels.": "Tester les canaux, actualiser les soldes et activer/désactiver des canaux individuellement, par lot ou par tag.",
     "Test Connection": "Tester la connexion",
     "Test connectivity for:": "Tester la connectivité pour :",
     "Test failed": "Échec du test",
+    "Test fingerprint": "Test fingerprint",
     "Test interval (minutes)": "Intervalle de test (minutes)",
     "Test Latency": "Tester la latence",
     "Test Mode": "Mode test",
     "Test Model": "Tester le modèle",
     "Test models and prompts from the browser": "Tester les modèles et les prompts depuis le navigateur",
+    "Test pelican": "Test pelican",
     "Test selected models": "Tester les modèles sélectionnés",
+    "Test vision": "Tester la vision",
     "Testing all enabled channels started. Please refresh to see results.": "Test de tous les canaux activés démarré. Veuillez actualiser pour voir les résultats.",
     "Testing...": "Test en cours...",
     "Text": "Texte",
@@ -5746,6 +6486,8 @@
     "Text Output": "Sortie texte",
     "Text to Video": "Texte vers vidéo",
     "Text-only requests": "Requêtes texte seul",
+    "The access token lacks the required permission": "Le jeton d’accès ne dispose pas de l’autorisation requise",
+    "The access token lacks the required permission: {{scope}}": "Le jeton d'accès n'a pas l'autorisation requise : {{scope}}",
     "The action details are invalid.": "Les détails de l’action sont invalides.",
     "The admin configured three groups and one special ratio rule:": "L’administrateur a configuré trois groupes et une règle de taux spécial :",
     "The admin wants vip users to pay even less when they use premium. That needs an override rule: in the override matrix, set the cell at row vip, column premium to 0.3.": "L’administrateur veut que les utilisateurs vip paient encore moins lorsqu’ils utilisent premium. Il faut une règle de remplacement : dans la matrice, définissez la cellule ligne vip, colonne premium à 0,3.",
@@ -5762,8 +6504,10 @@
     "The button fills in this website and keeps any existing website addresses. Save changes on the settings page to apply.": "Le bouton renseigne ce site et conserve les adresses déjà saisies. Enregistrez les modifications sur la page des paramètres pour les appliquer.",
     "The change succeeded, but the notification email could not be sent.": "La modification a réussi, mais l’e-mail de notification n’a pas pu être envoyé.",
     "The changelog could not be fetched or parsed. Please try again.": "Impossible de récupérer ou d’analyser le journal des modifications. Veuillez réessayer.",
+    "The Classic frontend has been removed. The theme can only be set to default": "L'interface Classic a été supprimée. Le thème ne peut être défini que sur default",
     "The converted price must be a finite, non-negative number.": "Le prix converti doit être un nombre fini et positif ou nul.",
     "The current setting could not be loaded. You can still enter the website domain yourself.": "Le réglage actuel n’a pas pu être chargé. Vous pouvez saisir le domaine du site manuellement.",
+    "The current sign-in method does not support security verification": "La méthode de connexion actuelle ne prend pas en charge la vérification de sécurité",
     "The deployment node that handled the requests": "Le nœud de déploiement ayant traité les requêtes",
     "The downloaded source does not match the sha256 declared in the index. Do not install it.": "Le code téléchargé ne correspond pas au sha256 déclaré dans l’index. Ne l’installez pas.",
     "The effective domain for Passkey registration. Must match the current domain or be its parent domain.": "Le domaine effectif pour l'enregistrement de la clé d'accès. Doit correspondre au domaine actuel ou être son domaine parent.",
@@ -5774,7 +6518,10 @@
     "The following models in the model redirect have not been added to the \"Models\" list and may fail during invocation due to missing available models:": "Les modèles suivants dans la redirection du modèle n'ont pas été ajoutés à la liste \"Modèles\" et peuvent échouer lors de l'invocation en raison de modèles disponibles manquants :",
     "The gateway rejected this plugin": "La passerelle a rejeté ce plugin",
     "The index could not be fetched or parsed: {{message}}. The host may block cross-origin requests.": "Impossible de récupérer ou d’analyser l’index : {{message}}. L’hôte bloque peut-être les requêtes cross-origin.",
+    "The legacy token stops working on {{date}}. Create a new token to replace it.": "L’ancien jeton cessera de fonctionner le {{date}}. Créez un nouveau jeton pour le remplacer.",
     "The login session that started this Telegram binding is no longer valid.": "La session de connexion ayant lancé cette liaison Telegram n’est plus valide.",
+    "The longest log time range must be at least 1 day": "La plage maximale des journaux doit être d'au moins 1 jour",
+    "The longest time range a user can view at once in the logs and on the dashboard, and the longest range any export can cover.": "La plus longue période qu'un utilisateur peut consulter en une fois dans les journaux et le tableau de bord, et la plus longue période couverte par un export.",
     "The mapped upstream model(s)": "Le(s) modèle(s) amont mappé(s)",
     "The model routing configuration could not be verified.": "La configuration du routage du modèle n’a pas pu être vérifiée.",
     "The model that was requested": "Le modèle qui a été demandé",
@@ -5783,9 +6530,17 @@
     "The name displayed across the application": "Le nom affiché dans l'application",
     "The new token will only be shown once. Copy it and store it securely.": "Le nouveau jeton ne sera affiché qu’une seule fois. Copiez-le et conservez-le en lieu sûr.",
     "The OAuth account does not match the account linked to your profile.": "Ce compte OAuth ne correspond pas au compte associé à votre profil.",
+    "The preset never adds groups. Customize the pool to add model rules.": "The preset never adds groups. Customize the pool to add model rules.",
     "The public URL of your server, used for OAuth callbacks, webhooks, and other external integrations": "L'URL publique de votre serveur, utilisée pour les rappels OAuth, les webhooks et autres intégrations externes",
+    "The rate uses the closest valid fingerprint: non-Astra results count as downgraded. Rounds without a valid fingerprint are excluded.": "Le taux utilise l’empreinte valide la plus proche : les résultats non-Astra sont comptés comme dégradés. Les tests sans empreinte valide sont exclus.",
+    "The ratio config API is not enabled": "L'API de configuration des ratios n'est pas activée",
     "The requested chat preset does not exist or has been removed.": "Le préréglage de discussion demandé n'existe pas ou a été supprimé.",
     "The reset request stays disabled until a credit is available.": "La demande de réinitialisation reste désactivée tant qu’aucun crédit n’est disponible.",
+    "The result was returned in the API response and was not saved as an artifact": "Le résultat a été renvoyé dans la réponse de l'API et n'a pas été enregistré comme artefact",
+    "The returned model is diagnostic metadata, not proof of the model that ran.": "The returned model is diagnostic metadata, not proof of the model that ran.",
+    "The search pattern can contain at most 2 % wildcards": "Le motif de recherche peut contenir au plus 2 jokers %",
+    "The search pattern cannot contain consecutive % wildcards": "Le motif de recherche ne peut pas contenir de jokers % consécutifs",
+    "The server returned the following result. Unselected models remain pending.": "Voici le résultat renvoyé par le serveur. Les modèles non sélectionnés restent en attente.",
     "The setup wizard will use this database during initialization.": "L'assistant de configuration utilisera cette base de données lors de l'initialisation.",
     "The site exchange rate is invalid. Prices are shown in USD.": "Le taux de change du site est invalide. Les prix sont affichés en USD.",
     "The site is not available at the moment.": "Le site n'est pas disponible pour le moment.",
@@ -5794,9 +6549,11 @@
     "The sync will fetch missing models and vendors from the selected source. Existing records are updated only when you approve conflicts.": "La synchronisation récupérera les modèles et fournisseurs manquants à partir de la source sélectionnée. Les enregistrements existants ne sont mis à jour que lorsque vous approuvez les conflits.",
     "The system always bills in USD. Site currency makes entering and converting prices easier; amounts are converted to USD using the site exchange rate. Switching currencies does not change the actual price. Raw billing expressions always use USD.": "Le système facture toujours en USD. La devise du site facilite la saisie et la conversion des prix ; les montants sont convertis en USD au taux du site. Changer de devise ne modifie pas le prix réel. Les expressions de facturation brutes utilisent toujours les USD.",
     "The system currently uses: {{domain}}": "Le système utilise actuellement : {{domain}}",
+    "The system is already initialized": "Le système est déjà initialisé",
     "The task was accepted; submission cannot be replayed": "Tâche acceptée : soumission non rejouable",
     "The Telegram authorization request is invalid or expired.": "La demande d’autorisation Telegram est invalide ou a expiré.",
     "The telegram OAuth provider name is reserved. Ask your administrator to rename the conflicting custom provider.": "Le nom de fournisseur OAuth telegram est réservé. Demandez à votre administrateur de renommer le fournisseur personnalisé en conflit.",
+    "The time range cannot exceed {{days}} days": "La plage de temps ne peut pas dépasser {{days}} jours",
     "The token group that will have a custom ratio": "Le groupe de jetons qui aura un ratio personnalisé",
     "The token has no group, so it is billed as the user group vip, using the base ratio of vip.": "Le jeton n’a pas de groupe, il est donc facturé sous le groupe d’utilisateurs vip, avec le taux de base de vip.",
     "The two roles of a group": "Les deux rôles d’un groupe",
@@ -5805,6 +6562,7 @@
     "The unique name for this vendor": "Le nom unique de ce fournisseur",
     "The upstream address this plugin sends requests to. The plugin declares no default, so it must be filled in.": "Adresse amont vers laquelle ce plugin envoie ses requêtes. Le plugin ne déclare aucune valeur par défaut, elle doit donc être renseignée.",
     "The upstream channel that served the requests": "Le canal en amont ayant servi les requêtes",
+    "The upstream key has unlimited quota. Turn on \"Allow querying user quota\" for this key on the upstream to see the real balance.": "La clé en amont a un quota illimité. Activez « Autoriser la consultation du quota utilisateur » pour cette clé en amont afin de voir le solde réel.",
     "The upstream natively supports all three protocols; every selected route is forwarded without conversion.": "Le service amont prend nativement en charge les trois protocoles ; chaque route sélectionnée est transférée sans conversion.",
     "The upstream response is valid JSON, but it does not match the OpenAI credit_summary format. The channel balance was not updated.": "La réponse amont est un JSON valide, mais ne correspond pas au format OpenAI credit_summary. Le solde du canal n'a pas été mis à jour.",
     "The upstream returned a model name different from both the requested and upstream models. Aliases or dated versions may also cause this; this warning alone does not prove model substitution.": "Le modèle renvoyé diffère du modèle demandé et de celui transmis en amont. Un alias ou une version datée peut aussi expliquer cet écart ; cet avertissement seul ne prouve pas une substitution de modèle.",
@@ -5834,10 +6592,13 @@
     "Third-party plugin risk": "Risque des plugins tiers",
     "Third-party source risk": "Risque des sources tierces",
     "Third-party-only plugins become unavailable immediately. In-flight tasks will be handled by timeout cleanup.": "Les plugins tiers deviennent immédiatement indisponibles. Les tâches en cours seront gérées par le nettoyage après expiration.",
+    "This {{provider}} account cannot be linked to an existing account automatically, please sign in or register another way and then link {{provider}} in account settings": "Ce compte {{provider}} ne peut pas être lié automatiquement à un compte existant. Connectez-vous ou inscrivez-vous d’une autre manière, puis liez {{provider}} dans les paramètres du compte",
+    "This {{provider}} account has already been bound": "Ce compte {{provider}} est déjà lié",
     "This action cannot be undone.": "Cette action est irréversible.",
     "This action cannot be undone. This will permanently delete your account and remove all your data from our servers.": "Cette action est irréversible. Cela supprimera définitivement votre compte et toutes vos données de nos serveurs.",
     "This action will permanently remove 2FA protection from your account.": "Cette action supprimera définitivement la protection 2FA de votre compte.",
     "This announcement will be removed from the list.": "Cette annonce sera retirée de la liste.",
+    "This API is deprecated": "Cette API est obsolète",
     "This API key has no quota limit. Requests still require available wallet or subscription quota.": "Cette clé API est sans plafond. Les requêtes nécessitent toujours un solde ou un quota d’abonnement disponible.",
     "This API shortcut will be removed from the list.": "Ce raccourci API sera retiré de la liste.",
     "This base URL points at a private or local network host. Make sure it is an upstream you control.": "Cette URL de base pointe vers un hôte privé ou local. Vérifiez qu'il s'agit d'un amont que vous contrôlez.",
@@ -5846,6 +6607,8 @@
     "This changelog is not available in your language. Showing English.": "Ce journal n’est pas disponible dans votre langue. Affichage en anglais.",
     "This channel has no configured models.": "Ce canal n'a aucun modèle configuré.",
     "This channel is not an Ollama channel.": "Ce canal n'est pas un canal Ollama.",
+    "This channel is not in multi-key mode": "Ce canal n'est pas en mode multi-clés",
+    "This channel serves the models of every selected plugin. The upstream New API gateway must have the same plugins installed.": "Ce canal sert les modèles de chaque plugin sélectionné. La passerelle New API en amont doit avoir les mêmes plugins installés.",
     "This channel type does not support fetching models": "Ce type de canal ne prend pas en charge la récupération de modèles",
     "This channel type requires additional configuration": "Ce type de canal nécessite une configuration supplémentaire",
     "This combination will be billed as free.": "Cette combinaison ne sera pas facturée.",
@@ -5858,6 +6621,7 @@
     "This email address is already in use.": "Cette adresse e-mail est déjà utilisée.",
     "This email address is not allowed by the administrator's email policy.": "Cette adresse e-mail n’est pas autorisée par la politique de l’administrateur.",
     "This expression cannot be edited visually without losing information.": "Cette expression ne peut pas être modifiée visuellement sans perte d’information.",
+    "This expression cannot be expanded into a price table. View the original expression below.": "Cette expression ne peut pas être présentée sous forme de tableau tarifaire. Consultez l’expression d’origine ci-dessous.",
     "This expression cannot be represented by the price table. Switching discards the entire expression, including request rules, and resets all prices to zero. Configure prices before saving.": "Cette expression ne peut pas être représentée dans le tableau des prix. Le changement supprimera toute l’expression, y compris les règles de requête, et remettra tous les prix à zéro. Configurez les prix avant d’enregistrer.",
     "This expression cannot be represented by the price table. You can switch to visual editing by confirming that the expression will be discarded.": "Cette expression ne peut pas être représentée dans le tableau des prix. Vous pouvez passer à l’éditeur visuel en confirmant sa suppression.",
     "This expression cannot be simulated in the browser.": "Cette expression ne peut pas être simulée dans le navigateur.",
@@ -5867,6 +6631,7 @@
     "This external account is already bound.": "Ce compte externe est déjà lié.",
     "This FAQ entry will be removed from the list.": "Cette entrée de FAQ sera retirée de la liste.",
     "This feature is experimental. Configuration format and behavior may change.": "Cette fonctionnalité est expérimentale. Le format de configuration et le comportement peuvent changer.",
+    "This feature requires signing in to the dashboard": "Cette fonctionnalité nécessite une connexion au tableau de bord",
     "This field does not support wildcards or regular expressions.": "Ce champ ne prend pas en charge les jokers ni les expressions régulières.",
     "This historical record predates audit-info tracking and cannot be backfilled. The current instance already records server IP, callback IP, payment method, and system version for new top-ups going forward.": "Cet enregistrement historique date d'avant le suivi des informations d'audit et ne peut pas être complété rétroactivement. La version actuelle enregistre déjà l'IP du serveur, l'IP de rappel, le mode de paiement et la version du système pour les nouveaux paiements à venir.",
     "This identifier is sent to the payment backend when creating an order. Use alipay for Alipay, wxpay for WeChat Pay, stripe for Stripe. Custom values must be supported by your payment provider.": "Cet identifiant est envoyé au backend de paiement lors de la création d’une commande. Utilisez alipay pour Alipay, wxpay pour WeChat Pay, stripe pour Stripe. Les valeurs personnalisées doivent être prises en charge par votre fournisseur de paiement.",
@@ -5879,11 +6644,11 @@
     "This model has both fixed price and ratio billing conflicts": "Ce modèle présente des conflits de facturation à la fois en prix fixe et au ratio",
     "This model has both fixed-price and ratio settings. Saving the current mode will rewrite the conflicting fields.": "Ce modèle possède à la fois un prix fixe et des paramètres de ratio. L’enregistrement du mode actuel réécrira les champs en conflit.",
     "This model has both fixed-price and token-price settings. Saving the current mode will rewrite the conflicting fields.": "Ce modèle possède à la fois un prix fixe et des prix par token. L’enregistrement du mode actuel réécrira les champs en conflit.",
-    "This model has different image request multipliers across channels. Use separate billing model names to convert them.": "Les multiplicateurs des requêtes image diffèrent selon les canaux. Utilisez des noms de facturation distincts pour les convertir.",
     "This model has provider-specific billing and must be converted manually.": "Ce modèle utilise une facturation propre au fournisseur et doit être converti manuellement.",
     "This model is billed by usage, but the administrator has not configured its pricing yet.": "Ce modèle est facturé selon l’utilisation, mais l’administrateur n’a pas encore configuré sa tarification.",
     "This model is not available in any group, or no group pricing information is configured.": "Ce modèle n'est disponible dans aucun groupe, ou aucune information de tarification de groupe n'est configurée.",
     "This month": "Ce mois-ci",
+    "This OAuth provider still has linked users and cannot be deleted. Unbind all users first.": "Ce fournisseur OAuth a encore des utilisateurs liés et ne peut pas être supprimé. Dissociez d’abord tous les utilisateurs.",
     "This OpenRouter Claude price derives cache-write usage from upstream cost and must be converted manually.": "Ce tarif OpenRouter Claude déduit les écritures en cache du coût amont et doit être converti manuellement.",
     "This operation is only supported for vLLM channels": "Cette opération est réservée aux canaux vLLM",
     "This operation is only supported for vLLM or SGLang channels": "Cette opération est réservée aux canaux vLLM ou SGLang",
@@ -5899,8 +6664,13 @@
     "This route discovers upstream OpenAI models and cannot be split or matched by client model rules.": "Cette route découvre les modèles OpenAI en amont et ne peut être ni divisée ni associée par des règles de modèles clients.",
     "This route is used only by channel management to discover upstream models.": "Cette route sert uniquement à la gestion du canal pour découvrir les modèles amont.",
     "This route is used only by channel management to query the upstream balance.": "Cette route sert uniquement à la gestion du canal pour consulter le solde amont.",
+    "This rule does not have include_rule_name enabled, so its cache cannot be cleared by rule": "Cette règle n'a pas include_rule_name activé ; son cache ne peut donc pas être vidé par règle",
+    "This sends 32 independent Meow probes per enabled Astra channel. Upstream costs are paid by the platform. Existing tasks will not be duplicated. Please allow at least 5 minutes between rounds.": "This sends 32 independent Meow probes per enabled Astra channel. Upstream costs are paid by the platform. Existing tasks will not be duplicated. Please allow at least 5 minutes between rounds.",
+    "This sends up to 3 independent requests per enabled Astra channel. Upstream costs are paid by the platform, not customer tokens. Existing tasks will not be duplicated. Please allow at least 5 minutes between rounds.": "This sends up to 3 independent requests per enabled Astra channel. Upstream costs are paid by the platform, not customer tokens. Existing tasks will not be duplicated. Please allow at least 5 minutes between rounds.",
     "This session will lose access immediately and must sign in again.": "Cette session perdra immédiatement l’accès ; vous devrez vous reconnecter.",
     "This site currently has {{count}} models enabled": "Ce site compte actuellement {{count}} modèles activés",
+    "This slug conflicts with a built-in OAuth provider": "Ce slug entre en conflit avec un fournisseur OAuth intégré",
+    "This slug is already in use": "Ce slug est déjà utilisé",
     "This source does not publish a sha256 for this version, so the downloaded source cannot be pinned to what the source intended.": "Cette source ne publie pas de sha256 pour cette version : impossible de garantir que le code téléchargé est bien celui qu’elle a publié.",
     "This source lists no installable task plugins.": "Cette source ne liste aucun plugin de tâches installable.",
     "This Telegram account is already bound.": "Ce compte Telegram est déjà lié.",
@@ -5912,20 +6682,24 @@
     "This user account is disabled.": "Ce compte utilisateur est désactivé.",
     "This user account no longer exists.": "Ce compte utilisateur n’existe plus.",
     "this user group": "ce groupe d'utilisateurs",
+    "This user has no active subscription to this plan": "Cet utilisateur n'a aucun abonnement actif à ce forfait",
     "This user has no bindings": "Cet utilisateur n'a aucune liaison",
+    "This user is already a common user": "Cet utilisateur est déjà un utilisateur standard",
+    "This user is already an administrator": "Cet utilisateur est déjà administrateur",
     "This verification has already been used. Please verify again.": "Cette vérification a déjà été utilisée. Veuillez vous authentifier à nouveau.",
     "This verification method is currently unavailable.": "Cette méthode de vérification est actuellement indisponible.",
     "This verification method is not allowed for this action.": "Cette méthode de vérification n’est pas autorisée pour cette action.",
     "This verification method requires its dedicated verification flow.": "Cette méthode nécessite son propre parcours de vérification.",
     "This version is ignored": "Cette version est ignorée",
+    "This version is saved but not active. Activate it to replace the current version, or activate it later from the Versions tab.": "Cette version est enregistrée mais inactive. Activez-la pour remplacer la version actuelle, ou activez-la plus tard dans l’onglet Versions.",
     "This week": "Cette semaine",
     "This will append 2 template rules (Codex CLI and Claude CLI) to the existing rule list.": "Cela ajoutera 2 règles modèles (Codex CLI et Claude CLI) à la liste de règles existante.",
     "This will clear custom pricing ratios and revert to upstream defaults.": "Cela effacera les ratios de tarification personnalisés et rétablira les valeurs par défaut du fournisseur.",
     "This will delete all": "Cela supprimera tout",
+    "This will delete all <strong>used</strong>, <strong>disabled</strong>, and <strong>expired</strong> redemption codes.": "Cela supprimera tous les codes d’échange <strong>utilisés</strong>, <strong>désactivés</strong> et <strong>expirés</strong>.",
     "This will delete all channel affinity cache entries still in memory.": "Cela supprimera toutes les entrées de cache d'affinité de canal encore en mémoire.",
     "This will delete temporary cache files that have not been used for more than 10 minutes": "Cela supprimera les fichiers de cache temporaires inutilisés depuis plus de 10 minutes",
     "This will extend the deployment by the specified hours.": "Cela prolongera le déploiement du nombre d'heures spécifié.",
-    "This will immediately invalidate your existing access token. Any applications or scripts using it will stop working.": "Cela invalidera immédiatement votre jeton d'accès actuel. Les applications ou scripts qui l'utilisent cesseront de fonctionner.",
     "This will permanently delete all manually and automatically disabled channels. This action cannot be undone.": "Cela supprimera définitivement tous les canaux désactivés manuellement et automatiquement. Cette action ne peut pas être annulée.",
     "This will permanently delete API key": "Cela supprimera définitivement la clé API",
     "This will permanently delete redemption code": "Cela supprimera définitivement le code d'échange",
@@ -5995,18 +6769,25 @@
     "Token": "Jeton",
     "token (unit)": "token",
     "Token Breakdown": "Détails des tokens",
+    "Token cache hit rate": "Token cache hit rate",
+    "Token count exceeds the limit. Only exact search is allowed, do not use the % wildcard": "Le nombre de jetons dépasse la limite. Seule la recherche exacte est autorisée, n'utilisez pas le joker %",
     "Token Endpoint": "Point de terminaison de jeton",
     "Token Endpoint (Optional)": "Point de terminaison du jeton (Facultatif)",
     "Token estimator": "Estimation des jetons",
     "Token group": "Groupe de jetons",
+    "Token has expired and cannot be enabled. Please modify the expiration time or set it to never expire": "Le jeton a expiré et ne peut pas être activé. Modifiez la date d'expiration ou définissez-le pour qu'il n'expire jamais",
     "Token has no group": "Jeton sans groupe",
     "Token ID": "ID du jeton",
+    "Token ID or user ID is empty": "L'ID du jeton ou l'ID de l'utilisateur est vide",
     "Token identifier": "Identifiant du jeton",
+    "Token IDs cannot be empty": "Les ID de jetons ne peuvent pas être vides",
     "Token Limits": "Limites de jetons",
     "Token management": "Gestion des jetons",
     "Token Management": "Gestion des tokens",
     "Token Mgmt": "Gestion des jetons",
+    "Token name": "Nom du jeton",
     "Token Name": "Nom du jeton",
+    "Token name is too long": "Le nom du jeton est trop long",
     "Token obtained from your Gotify application": "Jeton obtenu depuis votre application Gotify",
     "Token operation details": "Détails de l’opération sur les jetons",
     "Token or per-call pricing": "Par jeton ou par requête",
@@ -6016,6 +6797,7 @@
     "Token price for creating cache entries.": "Prix par token pour la création d’entrées de cache.",
     "Token price for image input.": "Prix par token pour l’entrée image.",
     "Token prices": "Prix des tokens",
+    "Token quota is exhausted and cannot be enabled. Please modify the remaining quota or set it to unlimited": "Le quota du jeton est épuisé et il ne peut pas être activé. Modifiez le quota restant ou définissez-le comme illimité",
     "Token regenerated and copied to clipboard": "Jeton régénéré et copié dans le presse-papiers",
     "Token scope": "Portée des jetons",
     "Token share by model author across the last 24 hours": "Part des tokens par auteur de modèle sur les dernières 24 heures",
@@ -6034,16 +6816,21 @@
     "Tokens Only": "Jetons uniquement",
     "Tokens per minute": "Jetons par minute",
     "Tokens since launch": "Jetons depuis le lancement",
+    "Tokens_usage": "Tokens",
     "Tokens-only mode will show raw quota values regardless of this toggle.": "Le mode Tokens uniquement affichera les valeurs de quota brutes indépendamment de ce basculement.",
     "Too many active login sessions. On a device where you are already signed in, open Login sessions and use “Sign out other sessions” to revoke them. If you cannot access a signed-in device, reset your password to sign out all sessions.": "Le nombre maximal de sessions de connexion actives est atteint. Sur un appareil déjà connecté, ouvrez « Sessions de connexion » et utilisez « Déconnecter les autres sessions » pour les révoquer. Si vous n’avez accès à aucun appareil connecté, réinitialisez votre mot de passe pour fermer toutes les sessions.",
     "Too many files. Some were not added.": "Trop de fichiers. Certains n'ont pas été ajoutés.",
     "Too many incorrect codes. Start email verification again.": "Trop de codes incorrects. Recommencez la vérification de l’adresse e-mail.",
+    "Too many items in batch request, maximum is {{max}}": "Trop d'éléments dans la requête groupée, le maximum est {{max}}",
     "Too many login sessions were created recently. Please wait for the rolling window to pass, then try again.": "Trop de sessions de connexion ont été créées récemment. Attendez la fin de la fenêtre glissante, puis réessayez.",
     "Too many requests": "Trop de requêtes",
     "Tool / function declarations the model may call": "Déclarations d'outils / fonctions que le modèle peut appeler",
     "Tool identifier": "Identifiant d’outil",
+    "Tool price \"{{name}}\" must be a finite non-negative number": "Le prix de l'outil « {{name}} » doit être un nombre fini positif ou nul",
+    "Tool price \"{{name}}\" must be a non-negative number": "Le prix de l'outil « {{name}} » doit être un nombre positif ou nul",
     "Tool price settings": "Paramètres de prix des outils",
     "Tool prices": "Prix des outils",
+    "Tool prices must be a JSON object": "Les prix des outils doivent être un objet JSON",
     "Tool-choice policy or specific tool name": "Stratégie de choix d'outil ou nom d'outil spécifique",
     "Tools": "Outils",
     "Top {{count}}": "Top {{count}}",
@@ -6057,15 +6844,24 @@
     "Top models by traffic": "Modèles les plus utilisés",
     "Top P": "Top P",
     "Top up balance and view billing history.": "Recharger le solde et consulter l'historique de facturation.",
+    "Top up, pay for subscriptions, check in, and transfer referral rewards.": "Recharger, payer des abonnements, pointer chaque jour et transférer les récompenses de parrainage.",
     "Top Users": "Top utilisateurs",
     "Top vendors": "Top fournisseurs",
     "Top-up": "Recharge",
+    "Top-up amount cannot be less than {{min}}": "Le montant de la recharge ne peut pas être inférieur à {{min}}",
+    "Top-up amount cannot exceed {{max}}": "Le montant de la recharge ne peut pas dépasser {{max}}",
     "Top-up amount options": "Options de montant de recharge",
     "Top-up Audit Info": "Audits de rechargement",
     "Top-up group ratios": "Ratios de groupe de recharge",
+    "Top-up is processing, please try again later": "La recharge est en cours, veuillez réessayer plus tard",
     "Top-Up Link": "Lien de recharge",
+    "Top-up order does not exist": "La commande de recharge n'existe pas",
+    "Top-up quota exceeds the range the system can represent": "Le quota de recharge dépasse la plage que le système peut représenter",
+    "Top-up quota limit exceeded": "Limite du quota de recharge dépassée",
+    "Top-up quota must be greater than 0": "Le quota de recharge doit être supérieur à 0",
     "top-up ratio": "ratio de recharge",
     "Top-up ratio": "Taux de recharge",
+    "Topped up {{quota}} with a redemption code, code ID {{id}}": "Recharge de {{quota}} avec un code d'échange, ID du code {{id}}",
     "Topup Amount": "Montant de la recharge",
     "Total": "Total",
     "Total {{count}} records": "{{count}} enregistrements au total",
@@ -6084,6 +6880,7 @@
     "Total invitation revenue": "Revenu total des invitations",
     "Total Log Size": "Taille totale des journaux",
     "Total Quota": "Quota total",
+    "Total quota cannot be negative": "Le quota total ne peut pas être négatif",
     "Total quota included in the plan, usable per billing period. 0 means unlimited.": "Quota total inclus dans le forfait, utilisable par période de facturation. 0 signifie illimité.",
     "Total requests allowed per period. 0 = unlimited.": "Total des requêtes autorisées par période. 0 = illimité.",
     "Total requests made": "Requêtes totales effectuées",
@@ -6104,11 +6901,13 @@
     "Transfer": "Transférer",
     "Transfer Amount": "Montant du transfert",
     "Transfer failed": "Transfert échoué",
+    "Transfer failed {{error}}": "Échec du transfert {{error}}",
     "Transfer Rewards": "Transférer les récompenses",
     "Transfer successful": "Transfert réussi",
     "Transfer to Balance": "Transférer vers le solde",
     "Translation": "Traduction",
     "Transparent Billing": "Facturation transparente",
+    "Transport error": "Transport error",
     "Trend": "Tendance",
     "Trending down": "En baisse",
     "Trending up": "En hausse",
@@ -6130,6 +6929,8 @@
     "TTL (seconds)": "TTL (secondes)",
     "Tune selection priority, testing, status handling, and request overrides.": "Ajustez la priorité de sélection, les tests, la gestion des statuts et les surcharges de requête.",
     "Turnstile is enabled but site key is empty.": "Turnstile est activé mais la clé du site est vide.",
+    "Turnstile token is empty": "Le jeton Turnstile est vide",
+    "Turnstile verification failed, please refresh and try again!": "La vérification Turnstile a échoué, veuillez actualiser et réessayer !",
     "Tutoring, learning aids, assessment": "Tutorat, aides à l'apprentissage, évaluation",
     "Two-factor Authentication": "Authentification à deux facteurs",
     "Two-Factor Authentication": "Authentification à deux facteurs",
@@ -6143,13 +6944,18 @@
     "Type": "Type",
     "Type (common)": "Type (commun)",
     "Type *": "Type *",
+    "Type <username/> to confirm": "Saisissez <username/> pour confirmer",
     "Type a command or search...": "Tapez une commande ou recherchez...",
     "Type the confirmation text here": "Saisissez ici le texte de confirmation",
     "Type-Specific Settings": "Paramètres spécifiques au type",
     "Type:": "Type :",
     "UI granularity only &mdash; data is still aggregated hourly": "Granularité de l'interface uniquement &mdash; les données sont toujours agrégées par heure",
     "Unable to build Passkey assertion": "Impossible de créer l’assertion Passkey",
+    "Unable to classify": "Unable to classify",
     "Unable to compare versions": "Comparaison des versions impossible",
+    "Unable to confirm the update result": "Impossible de confirmer le résultat",
+    "Unable to connect to {{provider}} server, please try again later": "Impossible de se connecter au serveur {{provider}}, veuillez réessayer plus tard",
+    "Unable to create the Passkey credential": "Impossible de créer l’identifiant Passkey",
     "Unable to estimate price for this deployment.": "Impossible d'estimer le prix pour ce déploiement.",
     "Unable to generate chat link. Please contact your administrator.": "Impossible de générer le lien de discussion. Veuillez contacter votre administrateur.",
     "Unable to load groups": "Impossible de charger les groupes",
@@ -6163,15 +6969,22 @@
     "Unable to read clipboard": "Impossible de lire le presse-papiers",
     "Unauthorized": "Non autorisé",
     "Unauthorized Access": "Accès non autorisé",
+    "Unauthorized, insufficient privileges": "Non autorisé, privilèges insuffisants",
+    "Unauthorized, invalid access token": "Non autorisé, jeton d'accès invalide",
+    "Unauthorized, invalid user info": "Non autorisé, informations utilisateur invalides",
+    "Unauthorized, not logged in and no access token provided": "Non autorisé : non connecté et aucun jeton d'accès fourni",
+    "Unauthorized, the access token has expired": "Non autorisé, le jeton d'accès a expiré",
     "Unavailable": "Indisponible",
     "Unbind": "Dissocier",
     "Unbind failed": "Échec de la dissociation",
     "Unbound {{provider}}": "{{provider}} dissocié",
+    "Unbound successfully": "Dissociation réussie",
     "Unchanged": "Inchangé",
     "Underflow": "Sous-dépassement",
     "Underground": "Underground",
     "Understand how user groups, token groups, ratios, and special rules work together.": "Comprendre comment les groupes utilisateur, groupes de jetons, ratios et règles spéciales fonctionnent ensemble.",
     "Understand image inputs alongside text": "Comprendre des entrées image en complément du texte",
+    "Undo": "Annuler",
     "Unexpected release payload": "Format de version inattendu",
     "Unified API Gateway for": "Passerelle API unifiée pour",
     "Unique identifier for this group.": "Identifiant unique pour ce groupe.",
@@ -6184,14 +6997,22 @@
     "Units per USD": "Unités par USD",
     "Unknown": "Inconnu",
     "Unknown device": "Appareil inconnu",
+    "Unknown OAuth provider": "Fournisseur OAuth inconnu",
+    "Unknown rule name": "Nom de règle inconnu",
+    "Unknown setting type: {{type}}": "Type de paramètre inconnu : {{type}}",
     "Unknown version": "Version inconnue",
     "Unlimited": "Illimité",
     "Unlimited Quota": "Quota illimité",
+    "Unrecognized status code": "Code d'état non reconnu",
     "Unsaved changes": "Modifications non enregistrées",
     "Unset legacy prices use the billing engine defaults.": "Les anciens tarifs non définis utilisent les valeurs par défaut du moteur de facturation.",
     "Unset price": "Prix non défini",
     "Unset price models": "Modèles sans prix",
     "Unsupported account password hashing configuration.": "La configuration du hachage des mots de passe n’est pas prise en charge.",
+    "Unsupported add mode": "Mode d'ajout non pris en charge",
+    "Unsupported operation": "Opération non prise en charge",
+    "Unsupported payment channel": "Canal de paiement non pris en charge",
+    "Unsupported payment method": "Mode de paiement non pris en charge",
     "Unsupported verification method: {{method}}": "Méthode de vérification non prise en charge : {{method}}",
     "Until": "Jusqu'au",
     "Untitled": "Sans titre",
@@ -6210,6 +7031,7 @@
     "Update Channel": "Mettre à jour le canal",
     "Update channel configuration and click save when you're done.": "Mettez à jour la configuration du canal et cliquez sur Enregistrer lorsque vous avez terminé.",
     "Update check timed out. Try again.": "La vérification a expiré. Réessayez.",
+    "Update completed": "Mise à jour terminée",
     "Update configuration": "Mettre à jour la configuration",
     "Update failed": "Échec de la mise à jour",
     "Update Model": "Mettre à jour le modèle",
@@ -6217,8 +7039,10 @@
     "Update plan info": "Mettre à jour les informations du plan",
     "Update Provider": "Mettre à jour le fournisseur",
     "Update Redemption Code": "Mettre à jour le code d'échange",
+    "Update results": "Résultats de la mise à jour",
     "Update selected fields": "Mettre à jour les champs sélectionnés",
     "Update succeeded": "Mise à jour réussie",
+    "Update successful": "Mise à jour réussie",
     "Update the API key by providing necessary info.": "Mettez à jour la clé API en fournissant les informations nécessaires.",
     "Update the configuration for this custom OAuth provider.": "Mettre à jour la configuration de ce fournisseur OAuth personnalisé.",
     "Update the redemption code by providing necessary info.": "Mettez à jour le code de remboursement en fournissant les informations nécessaires.",
@@ -6238,6 +7062,8 @@
     "Updated a subscription plan": "Forfait d'abonnement mis à jour",
     "Updated a vendor": "Fournisseur mis à jour",
     "Updated At": "Date de mise à jour",
+    "Updated at {{time}} · refreshes every 15 seconds": "Updated at {{time}} · refreshes every 15 seconds",
+    "Updated at {{time}} · refreshes every minute": "Updated at {{time}} · refreshes every minute",
     "Updated channel {{name}} (ID: {{id}})": "Canal {{name}} mis à jour (ID : {{id}})",
     "Updated channel status (ID: {{id}})": "Statut du canal mis à jour (ID : {{id}})",
     "Updated daily": "Mis à jour quotidiennement",
@@ -6253,6 +7079,7 @@
     "Upgrade and enable": "Mettre à jour et activer",
     "Upgrade available: v{{installed}} to v{{latest}}": "Mise à jour disponible : v{{installed}} vers v{{latest}}",
     "Upgrade Group": "Groupe de mise à niveau",
+    "Upgrade group does not exist": "Le groupe de mise à niveau n'existe pas",
     "Upgrade plaintext SMTP connection with STARTTLS before authentication": "Mettre à niveau la connexion SMTP en clair avec STARTTLS avant l'authentification",
     "Upload": "Téléverser",
     "Upload a JavaScript task platform plugin.": "Importez un plugin JavaScript de plateforme de tâches.",
@@ -6271,9 +7098,12 @@
     "Uploading...": "Importation...",
     "Upscale": "Agrandir",
     "Upstream": "Amont",
+    "Upstream attempts": "Upstream attempts",
     "Upstream authentication": "Authentification du fournisseur",
+    "Upstream connection": "Connexion amont",
     "Upstream did not return reset credit details.": "L'amont n'a renvoyé aucun détail de crédit de réinitialisation.",
     "Upstream JSON response": "Réponse JSON amont",
+    "Upstream model": "Upstream model",
     "Upstream Model": "Modèle demandé en amont",
     "Upstream Model Detection Settings": "Paramètres de détection des modèles en amont",
     "Upstream model detection task started. Track progress in System Info, then refresh to review staged updates.": "Tâche de détection des modèles en amont démarrée. Suivez la progression dans Infos système, puis actualisez pour examiner les mises à jour en attente.",
@@ -6290,6 +7120,7 @@
     "Upstream prices fetched successfully": "Prix amont récupérés avec succès",
     "Upstream protocol plan": "Plan de protocole amont",
     "Upstream ratios fetched successfully": "Ratios en amont récupérés avec succès",
+    "Upstream receives": "Reçu en amont",
     "Upstream request failed": "Échec de requête amont",
     "Upstream Request ID": "ID de requête en amont",
     "Upstream response": "Réponse amont",
@@ -6300,27 +7131,36 @@
     "Upstream Response (billing-usage-gemini)": "Réponse amont (billing-usage-gemini)",
     "Upstream Response (billing-usage-openai-estimated)": "Réponse amont (billing-usage-openai-estimated)",
     "Upstream Response (billing-usage-openai)": "Réponse amont (billing-usage-openai)",
+    "Upstream returned no usage": "L'amont n'a renvoyé aucune utilisation",
+    "Upstream returned no usage, so nothing was charged (possibly an upstream timeout)": "L'amont n'a renvoyé aucune utilisation, rien n'a été facturé (probablement un délai d'attente en amont)",
     "upstream services integrated": "services en amont intégrés",
     "Upstream Task ID": "ID de tâche en amont",
+    "Upstream task not found": "Tâche introuvable en amont",
+    "Upstream task plugins": "Plugins de tâches en amont",
+    "Upstream task timed out (over 1 hour)": "La tâche en amont a expiré (plus d'une heure)",
     "Upstream Updates": "Mises à jour en amont",
     "Upstream URL": "URL amont",
     "Upstream URL must be a full URL": "L’URL amont doit etre une URL complete",
+    "Upstream usage": "Upstream usage",
     "Upstream vendor missing": "Fournisseur absent de la source",
     "uptime": "disponibilité",
     "Uptime": "Temps de fonctionnement",
     "Uptime (30d)": "Disponibilité (30 j)",
     "Uptime (last 30 days)": "Disponibilité (30 derniers jours)",
     "Uptime Kuma": "Uptime Kuma",
+    "Uptime Kuma groups cannot exceed 20 entries": "Les groupes Uptime Kuma ne peuvent pas dépasser 20 entrées",
     "Uptime Kuma groups saved successfully": "Groupes Uptime Kuma sauvegardés avec succès",
     "Uptime Kuma URL": "URL Uptime Kuma",
     "Uptime since": "Temps de fonctionnement depuis",
     "URL": "URL",
     "URL is required": "L'URL est requise",
+    "URL must start with http:// or https://": "L’URL doit commencer par http:// ou https://",
     "URL to your logo image (optional)": "URL de votre image de logo (facultatif)",
     "US dollar (USD)": "Dollar américain (USD)",
     "Usage": "Utilisation",
     "Usage · {{price}}": "Usage · {{price}}",
     "Usage at a glance": "Vue d'ensemble de l'utilisation",
+    "Usage details": "Usage details",
     "Usage guide": "Guide d'utilisation",
     "Usage logs": "Journaux d'utilisation",
     "Usage Logs": "Journaux d'utilisation",
@@ -6328,6 +7168,7 @@
     "Usage parameters": "Paramètres d'utilisation",
     "Usage percentage": "Pourcentage utilisé",
     "Usage prices": "Tarifs d'utilisation",
+    "Usage source": "Usage source",
     "Usage-based": "Basé sur l'utilisation",
     "Usage-based billing": "Facturation à l’usage",
     "Usage-based billing · price not configured": "Facturation à l’usage · prix non configuré",
@@ -6341,7 +7182,9 @@
     "Use a different stable value for each instance, then restart the service.": "Utilisez une valeur stable différente pour chaque instance, puis redémarrez le service.",
     "Use a Passkey from another website": "Utiliser une clé d’accès d’un autre site",
     "Use a path to append it to the channel Base URL, or enter a full URL to override the Base URL for this route.": "Utilisez un chemin pour l’ajouter à la Base URL du canal, ou saisissez une URL complète pour remplacer la Base URL pour cette route.",
+    "Use access tokens to call the dashboard API from scripts. Each token only has the permissions you select.": "Utilisez des jetons d’accès pour appeler l’API du tableau de bord depuis des scripts. Chaque jeton ne dispose que des autorisations que vous sélectionnez.",
     "Use an HTTPS domain (or localhost for development) to configure Passkey.": "Configurez Passkey sur un domaine HTTPS, ou sur localhost en développement.",
+    "Use at most 20 tags, each no longer than 40 characters.": "Use at most 20 tags, each no longer than 40 characters.",
     "Use authenticator code": "Utiliser le code de l'authentificateur",
     "Use backup code": "Utiliser un code de secours",
     "Use Bearer for all protocols": "Utiliser Bearer pour tous les protocoles",
@@ -6352,6 +7195,7 @@
     "Use exact model names such as gpt-4o, or regex rules prefixed with re: such as re:^gemini-.": "Utilisez des noms de modèle exacts comme gpt-4o, ou des règles regex préfixées par re: comme re:^gemini-.",
     "Use expression pricing when a dependent price is non-zero and its base price is zero.": "Utilisez une expression si un prix dépendant est non nul et son prix de base est nul.",
     "Use external tools to extend capabilities": "Utiliser des outils externes pour étendre les capacités",
+    "Use Mantle for supported Claude models and automatic prompt caching. Keep InvokeModel for older models and Amazon Nova.": "Utilisez Mantle pour les modèles Claude compatibles et la mise en cache automatique des prompts. Conservez InvokeModel pour les anciens modèles et Amazon Nova.",
     "Use model-level expression": "Utiliser l’expression du modèle",
     "Use model-level pricing": "Utiliser le tarif du modèle",
     "Use one available reset credit for this channel. The reset request is sent only after confirmation.": "Utilise un crédit de réinitialisation disponible pour ce canal. La demande n’est envoyée qu’après confirmation.",
@@ -6366,7 +7210,9 @@
     "Use the existing token total": "Utiliser le total de tokens existant",
     "Use the full-width table to scan prices, then select a row to edit it here.": "Parcourez les prix dans le tableau, puis sélectionnez une ligne pour la modifier ici.",
     "Use the group set on the token. If the token has no group, use the user group. The auto group tries the auto assignment order from top to bottom.": "Utilisez le groupe défini sur le jeton. S’il n’en a pas, utilisez le groupe de l’utilisateur. Le groupe auto essaie l’ordre d’affectation automatique de haut en bas.",
+    "Use the group set on the token. If the token has no group, use the user group. The auto group tries the configured groups from top to bottom.": "Utilisez le groupe défini sur le jeton, ou celui de l’utilisateur si aucun groupe n’est défini. Le groupe auto essaie les groupes configurés de haut en bas.",
     "Use the pricing group table to manage the ratio and whether the group appears in the token creation dropdown.": "Utilisez le tableau des groupes tarifaires pour gérer le ratio et l’apparition du groupe dans la liste de création de jeton.",
+    "Use the same priority as the highlighted channels": "Utiliser la même priorité que les canaux surlignés",
     "Use this callback URL pattern when registering a custom OAuth provider.": "Utilisez ce modèle d'URL de rappel lors de l'enregistrement d'un fournisseur OAuth personnalisé.",
     "Use this token for API authentication": "Utilisez ce jeton pour l'authentification API",
     "Use tier(name, fixed(amount)) for a USD price per request. Group and request multipliers still apply.": "Utilisez tier(name, fixed(amount)) pour un prix en USD par requête. Les multiplicateurs de groupe et de requête restent applicables.",
@@ -6399,15 +7245,21 @@
     "User dashboard and quota controls.": "Tableau de bord utilisateur et contrôles de quotas.",
     "User deleted successfully": "Utilisateur supprimé avec succès",
     "User demoted to regular user successfully": "Utilisateur rétrogradé en utilisateur standard avec succès",
+    "User detection": "User detection",
     "User disabled successfully": "Utilisateur désactivé avec succès",
+    "User does not exist": "L’utilisateur n’existe pas",
     "User enabled successfully": "Utilisateur activé avec succès",
     "User Exclusive Ratio": "Ratio exclusif utilisateur",
     "User group": "Groupe utilisateur",
     "User Group": "Groupe d'utilisateurs",
     "User group name": "Nom du groupe d'utilisateurs",
+    "User group will be reverted to {{group}}": "Le groupe de l'utilisateur sera rétabli à {{group}}",
+    "User group will be upgraded to {{group}}": "Le groupe de l'utilisateur sera mis à niveau vers {{group}}",
     "User Group: {{ratio}}x": "Groupe utilisateur : {{ratio}}x",
     "User groups that can access channels with this tag": "Groupes d'utilisateurs pouvant accéder aux canaux avec cette balise",
     "User groups that can access this channel. ": "Groupes d'utilisateurs qui peuvent accéder à ce canal. ",
+    "User has been banned": "L’utilisateur a été banni",
+    "User has been deleted": "L’utilisateur a été supprimé",
     "User ID": "ID utilisateur",
     "User ID Field": "Champ ID utilisateur",
     "User ID:": "ID utilisateur :",
@@ -6417,25 +7269,36 @@
     "User Menu": "Menu utilisateur",
     "User personal functions": "Fonctions personnelles de l'utilisateur",
     "User promoted to admin successfully": "Utilisateur promu administrateur avec succès",
+    "User registration failed or user ID retrieval failed": "L’inscription de l’utilisateur a échoué ou l’ID utilisateur n’a pas pu être récupéré",
     "User selectable": "Sélectionnable par l'utilisateur",
     "User Subscription Management": "Gestion des abonnements utilisateur",
     "User updated successfully": "Utilisateur mis à jour avec succès",
     "User Verification": "Vérification de l'utilisateur",
     "User-Agent include (one per line)": "User-Agent inclus (un par ligne)",
     "Username": "Nom d'utilisateur",
+    "Username already exists or has been deleted": "Ce nom d’utilisateur existe déjà ou a été supprimé",
     "Username confirmation does not match": "La confirmation du nom d'utilisateur ne correspond pas",
     "Username Field": "Champ nom d'utilisateur",
+    "Username must be {{max}} characters or fewer": "Le nom d’utilisateur doit comporter {{max}} caractères au maximum",
     "Username or Email": "Nom d'utilisateur ou e-mail",
+    "Username or password is incorrect, or user has been banned": "Nom d’utilisateur ou mot de passe incorrect, ou l’utilisateur a été banni",
     "Users": "Utilisateurs",
+    "Users call": "Appelé par l’utilisateur",
     "Users call the model on the left. The platform forwards the request to the upstream model on the right.": "Les utilisateurs appellent le modèle à gauche. La plateforme transmet la requête au modèle amont à droite.",
+    "Users can download their own logs from the usage log page. Administrators can always export.": "Les utilisateurs peuvent télécharger leurs propres journaux depuis la page des journaux d'utilisation. Les administrateurs peuvent toujours exporter.",
     "Users in {{group}}": "Utilisateurs du groupe {{group}}",
     "Users must wait for a successful drawing before upscales or variations.": "Les utilisateurs doivent attendre une génération réussie avant les upscales ou variations.",
     "Users of vip, when billed as premium, pay ratio": "Les utilisateurs de vip, facturés sous premium, paient le taux",
     "Users only see groups marked as user selectable. Non-selectable groups can still be assigned by administrators.": "Les utilisateurs ne voient que les groupes marqués comme sélectionnables. Les groupes non sélectionnables peuvent toujours être attribués par les administrateurs.",
     "uses": "utilisations",
+    "Uses the group Astra fingerprint and pelican checks; other models have not been individually tested. Off by default.": "Uses the group Astra fingerprint and pelican checks; other models have not been individually tested. Off by default.",
+    "Uses the group Astra fingerprint and vision checks; other models have not been individually tested. Off by default.": "Uses the group Astra fingerprint and vision checks; other models have not been individually tested. Off by default.",
     "Using built-in or default pricing": "Tarifs intégrés ou par défaut",
     "Using the complete global Auto order ({{count}} groups)": "Utilisation de l’ordre Auto global complet ({{count}} groupes)",
     "v{{installed}} is installed but this source does not list it. Installing replaces it with v{{target}}.": "La version v{{installed}} est installée mais absente de cette source. L’installation la remplacera par v{{target}}.",
+    "Valid probes {{count}}": "Valid probes {{count}}",
+    "Valid probes {{count}}/3": "Valid probes {{count}}/3",
+    "Validate Astra upstream model": "Validate Astra upstream model",
     "Validity": "Validité",
     "Validity Period": "Période de validité",
     "Value": "Valeur",
@@ -6471,6 +7334,7 @@
     "Vendors still have {{count}} linked model records. Transfer or clear their assignments first.": "Ces fournisseurs ont encore {{count}} modèles associés. Transférez ou retirez leurs attributions d’abord.",
     "Verification code": "Code de vérification",
     "Verification Code": "Code de vérification",
+    "Verification code is incorrect or has expired": "Le code de vérification est incorrect ou a expiré",
     "Verification code must be 6 digits": "Le code de vérification doit comporter 6 chiffres",
     "Verification code sent! Please check your email.": "Code de vérification envoyé ! Veuillez vérifier votre email.",
     "Verification code updates every 30 seconds.": "Le code de vérification se met à jour toutes les 30 secondes.",
@@ -6482,14 +7346,26 @@
     "Verification failed. Please try again.": "La vérification a échoué. Réessayez.",
     "Verification flow expired": "Le processus de vérification a expiré",
     "Verification is not configured properly": "La vérification n'est pas configurée correctement",
+    "Verification method": "Méthode de vérification",
     "Verification proof was not returned": "La preuve de vérification n’a pas été renvoyée",
     "Verification required to reveal the saved key.": "Vérification requise pour révéler la clé enregistrée.",
     "Verification scope is missing": "La portée de vérification est manquante",
+    "Verified": "Verified",
     "Verify": "Vérifier",
     "Verify again before retrying this action.": "Veuillez vous authentifier à nouveau avant de réessayer cette action.",
     "Verify and Sign In": "Vérifier et se connecter",
     "Verify routing with Playground or your client": "Vérifiez le routage avec Playground ou votre client",
     "Verify Setup": "Vérifier la configuration",
+    "Verify to create administrator": "Vérifier pour créer un administrateur",
+    "Verify to delete user": "Vérifier pour supprimer l’utilisateur",
+    "Verify to demote user": "Vérifier pour rétrograder l’utilisateur",
+    "Verify to disable user": "Vérifier pour désactiver l’utilisateur",
+    "Verify to enable user": "Vérifier pour activer l’utilisateur",
+    "Verify to promote user": "Vérifier pour promouvoir l’utilisateur",
+    "Verify to reset 2FA": "Vérifier pour réinitialiser la 2FA",
+    "Verify to reset Passkey": "Vérifier pour réinitialiser le Passkey",
+    "Verify to unbind account": "Vérifier pour dissocier le compte",
+    "Verify to update user credentials": "Vérifier pour modifier les identifiants de l’utilisateur",
     "Verify to view channel key": "Vérifier pour afficher la clé du canal",
     "Verify upstream pricing": "Vérifiez les prix en amont",
     "Verify your database connection": "Vérifiez votre connexion à la base de données",
@@ -6505,6 +7381,8 @@
     "Vertex AI API Key mode does not support batch creation": "Le mode clé API Vertex AI ne prend pas en charge la création par lot",
     "Vertex AI does not support functionResponse.id. Enable this to remove the field automatically.": "Vertex AI ne prend pas en charge functionResponse.id. Activez ceci pour supprimer automatiquement ce champ.",
     "Vertex AI Key Format": "Format de clé Vertex AI",
+    "Vertex AI keys for batch adding cannot be empty": "Les clés Vertex AI pour l'ajout groupé ne peuvent pas être vides",
+    "Vertex AI Project ID": "ID de projet Vertex AI",
     "Vertex AI service account key must be valid JSON": "La clé de compte de service Vertex AI doit être un JSON valide",
     "Video": "Vidéo",
     "Video length in seconds": "Durée de la vidéo en secondes",
@@ -6513,15 +7391,23 @@
     "Vidu": "Vidu",
     "View": "Afficher",
     "View all currently available models": "Voir tous les modèles actuellement disponibles",
+    "View all top-up records, subscription plans, and user subscriptions.": "Afficher tout l’historique des recharges, les plans d’abonnement et les abonnements des utilisateurs.",
+    "View all users' usage logs, statistics, and tasks.": "Afficher les journaux d’utilisation, les statistiques et les tâches de tous les utilisateurs.",
+    "View API keys and their settings without the full key.": "Afficher les clés API et leurs paramètres, sans la clé complète.",
     "View API token key": "Consulter la clé d’un jeton API",
     "View API token keys in batch": "Consulter les clés de jetons API par lot",
     "View audit records from user and admin roles. Root records are always excluded.": "Consulter les audits des rôles user et admin. Les événements du rôle root sont toujours exclus.",
+    "View balance, top-up records, subscriptions, and referral information.": "Afficher le solde, l’historique des recharges, les abonnements et les informations de parrainage.",
     "View changelog source": "Voir le fichier source",
     "View channel lists and details without secrets.": "Afficher les listes et détails des canaux sans secrets.",
     "View channel secrets": "Voir les secrets des canaux",
+    "View complete API keys.": "Afficher les clés API complètes.",
+    "View deployments and price estimates.": "Afficher les déploiements et les estimations de prix.",
     "View detailed information about this user including balance, usage statistics, and invitation details.": "Afficher des informations détaillées sur cet utilisateur, y compris le solde, les statistiques d'utilisation et les détails d'invitation.",
     "View details": "Voir les détails",
     "View document": "Afficher le document",
+    "View groups and prefill groups.": "Afficher les groupes et les groupes de préremplissage.",
+    "View installed task plugins and their settings.": "Afficher les plugins de tâche installés et leurs paramètres.",
     "View issued reset credits, grant dates, and expiration.": "Voir les crédits de réinitialisation émis, les dates d'attribution et d'expiration.",
     "View key for API token “{{name}}”": "Consulter la clé du jeton API « {{name}} »",
     "View logs": "Voir les logs",
@@ -6529,27 +7415,39 @@
     "View mode": "Mode d'affichage",
     "View model statistics and charts": "Afficher les statistiques et graphiques des modèles",
     "View models": "Voir les modèles",
+    "View models and vendors, and preview upstream sync.": "Afficher les modèles et les fournisseurs, et prévisualiser la synchronisation amont.",
     "View other accounts' audit logs": "Voir les journaux d’audit des autres comptes",
+    "View Passkey, two-factor, and sign-in binding status.": "Afficher l’état des Passkeys, de l’authentification à deux facteurs et des liaisons de connexion.",
+    "View performance, system tasks, and system information.": "Afficher les performances, les tâches système et les informations système.",
     "View Pricing": "Voir les tarifs",
     "View pricing for {{model}}": "Voir les tarifs de {{model}}",
+    "View redemption codes.": "Afficher les codes d’échange.",
     "View scope": "Portée de la vue",
+    "View system settings, custom OAuth providers, and price sync sources.": "Afficher les paramètres système, les fournisseurs OAuth personnalisés et les sources de synchronisation des prix.",
     "View the complete details for this": "Voir les détails complets de ce",
     "View the complete details for this log entry": "Voir les détails complets de cette entrée de journal",
     "View the complete details for this task": "Afficher tous les détails de cette tâche",
     "View the complete error message and details": "Voir le message d'erreur et les détails complets",
     "View the complete prompt and its English translation": "Voir l'invite complète et sa traduction anglaise",
     "View the generated image": "Voir l'image générée",
+    "View users, their sign-in bindings, and permission settings.": "Afficher les utilisateurs, leurs liaisons de connexion et leurs paramètres d’autorisation.",
+    "View your profile, groups, and available models.": "Afficher votre profil, vos groupes et les modèles disponibles.",
     "View your topup transaction records and payment history": "Afficher vos enregistrements de transactions de recharge et votre historique de paiement",
+    "View your usage logs, statistics, tasks, and audit logs.": "Afficher vos journaux d’utilisation, statistiques, tâches et journaux d’audit.",
     "Viewed channel key {{name}} (ID: {{id}})": "Clé du canal {{name}} consultée (ID : {{id}})",
     "Violation Code": "Code de violation",
     "Violation deduction amount": "Montant de la déduction pour violation",
     "Violation Fee": "Frais de violation",
+    "Violation fee charged": "Frais d'infraction facturés",
     "Violation Marker": "Marqueur de violation",
     "vip": "vip",
+    "VIP group": "Groupe VIP",
     "VIP users with premium access": "Utilisateurs VIP avec accès premium",
     "Visible": "Visible",
     "Visible only to users with access to the model’s groups.": "Visible uniquement aux utilisateurs ayant accès aux groupes du modèle.",
     "Vision": "Vision",
+    "Vision check · passes when the response contains 音响 or 音箱.": "Vision check · passes when the response contains 音响 or 音箱.",
+    "Vision test": "Vision test",
     "Vision, image / video, document chat": "Vision, image / vidéo, conversation sur document",
     "Visit Settings → General and adjust quota options...": "Visitez Paramètres → Général et ajustez les options de quota...",
     "Visitors must authenticate before accessing the pricing directory.": "Les visiteurs doivent s'authentifier avant d'accéder au répertoire des prix.",
@@ -6570,7 +7468,11 @@
     "vs. previous": "vs. précédent",
     "Waffo": "Waffo",
     "Waffo Aggregator Gateway": "Passerelle agrégatrice Waffo",
+    "Waffo Pancake configuration is incomplete": "La configuration de Waffo Pancake est incomplète",
+    "Waffo Pancake credentials are not configured": "Les identifiants Waffo Pancake ne sont pas configurés",
     "Waffo Pancake Dashboard": "Waffo Pancake Dashboard",
+    "Waffo Pancake is not configured or key is invalid": "Waffo Pancake n'est pas configuré ou la clé n'est pas valide",
+    "Waffo Pancake is not fully configured. Complete the gateway binding in payment settings first.": "Waffo Pancake n'est pas entièrement configuré. Terminez d'abord la liaison de la passerelle dans les paramètres de paiement.",
     "Waffo Pancake MoR": "Waffo Pancake MoR",
     "Waffo Pancake Payment Gateway": "Passerelle de paiement Waffo Pancake",
     "Waffo Pancake product created": "Produit Waffo Pancake créé",
@@ -6579,8 +7481,10 @@
     "Waffo Pancake settings saved": "Paramètres Waffo Pancake enregistrés",
     "Waffo Payment": "Paiement Waffo",
     "Waffo Payment Gateway": "Passerelle de paiement Waffo",
+    "Waffo payment is not enabled": "Le paiement Waffo n'est pas activé",
     "Waffo Public Key (Production)": "Clé publique Waffo (Production)",
     "Waffo Public Key (Sandbox)": "Clé publique Waffo (Sandbox)",
+    "WaffoPancakeProductId is not configured for this plan": "WaffoPancakeProductId n'est pas configuré pour ce forfait",
     "Waiting": "En attente",
     "Waiting for email...": "En attente de l'e-mail...",
     "Waiting for two comparable samples. Counter resets restart the sampling window.": "En attente de deux relevés comparables. Un compteur remis à zéro redémarre la période.",
@@ -6590,6 +7494,7 @@
     "Wallet Management": "Gestion du portefeuille",
     "Wallet management and personal preferences.": "Gestion du portefeuille et préférences personnelles.",
     "Wallet Only": "Portefeuille uniquement",
+    "Wallet pre-consume bypass threshold (USD)": "Seuil sans pré-débit du portefeuille (USD)",
     "Wallet quota limit exceeded": "Limite du quota du portefeuille dépassée",
     "Warning": "Avertissement",
     "Warning: Base URL should not end with /v1. New API will handle it automatically. This may cause request failures.": "Avertissement : L'URL de base ne doit pas se terminer par /v1. La nouvelle API le gérera automatiquement. Cela peut causer des échecs de requêtes.",
@@ -6614,9 +7519,11 @@
     "Webhook URL": "URL du Webhook",
     "Webhook URL (Production):": "URL du webhook (production) :",
     "Webhook URL (Test):": "URL du webhook (test) :",
+    "Webhook URL cannot be empty": "L’URL du Webhook ne peut pas être vide",
     "Webhook URL:": "URL du Webhook :",
     "Website is under maintenance!": "Le site web est en maintenance !",
     "WeChat": "WeChat",
+    "WeChat ID is empty!": "L’ID WeChat est vide !",
     "WeChat login QR code": "Code QR de connexion WeChat",
     "WeChat Pay": "WeChat Pay",
     "WeChat sign in": "Connexion WeChat",
@@ -6631,9 +7538,11 @@
     "Weighted by request count": "Pondéré par le nombre de requêtes",
     "Welcome back!": "Bienvenue de retour !",
     "Welcome to our New API...": "Bienvenue sur notre New API...",
-    "Well-Known URL": "URL bien connue",
-    "Well-Known URL must start with http:// or https://": "L'URL bien connue doit commencer par http:// ou https://",
+    "Well-Known URL": "URL Well-Known",
+    "Well-Known URL must start with http:// or https://": "L’URL Well-Known doit commencer par http:// ou https://",
+    "What do you want to change?": "Que souhaitez-vous modifier ?",
     "What would you like to know?": "Que voulez-vous savoir ?",
+    "When a channel is disabled or re-enabled automatically, or a test of all channels finishes": "Quand un canal est désactivé ou réactivé automatiquement, ou qu’un test de tous les canaux se termine",
     "When a token uses the auto group, the system tries groups from top to bottom until it finds an available group.": "Quand un jeton utilise le groupe auto, le système essaie les groupes de haut en bas jusqu’à trouver un groupe disponible.",
     "When billed as {{group}}": "Facturé sous {{group}}",
     "When conditions match": "Si les conditions sont remplies",
@@ -6648,6 +7557,7 @@
     "When enabled, newly created tokens start in the first auto group.": "Lorsqu'elle est activée, les jetons nouvellement créés commencent dans le premier groupe automatique.",
     "When enabled, prompts are scanned before reaching upstream models.": "Lorsqu'elle est activée, les invites sont scannées avant d'atteindre les modèles en amont.",
     "When enabled, the store field will be blocked": "Lorsqu'il est activé, le champ de la boutique sera bloqué",
+    "When enabled, this API key can be used to check your account's remaining and used quota.": "Si l'option est activée, cette clé API permet de consulter le quota restant et le quota utilisé de votre compte.",
     "When enabled, users can pick this group when creating tokens.": "Une fois activé, les utilisateurs peuvent choisir ce groupe lors de la création de jetons.",
     "When enabled, violation requests will incur additional charges.": "Lorsqu'activé, les requêtes en violation entraîneront des frais supplémentaires.",
     "When enabled, zero-cost models also pre-consume quota before final settlement.": "Lorsqu'elle est activée, les modèles à coût zéro pré-consomment également du quota avant le règlement final.",
@@ -6690,11 +7600,15 @@
     "You are running the latest version ({{version}}).": "Vous utilisez la dernière version ({{version}}).",
     "You can add models manually or try fetching again.": "Ajoutez des modèles manuellement ou réessayez la récupération.",
     "You can close this tab once the binding completes or a success message appears in the original window.": "Vous pouvez fermer cet onglet une fois la liaison terminée ou qu'un message de succès apparaît dans la fenêtre d'origine.",
+    "You can create at most {{count}} access tokens": "Vous pouvez créer au maximum {{count}} jetons d’accès",
+    "You can create up to {{count}} access tokens": "Vous pouvez créer jusqu’à {{count}} jetons d’accès",
     "You can manually add them in \"Custom Model Names\", click \"Fill\" and then submit, or use the operations below to handle automatically.": "Vous pouvez les ajouter manuellement dans \"Noms de modèles personnalisés\", cliquer sur \"Remplir\" puis soumettre, ou utiliser les opérations ci-dessous pour les gérer automatiquement.",
     "You can only check in once per day": "Vous ne pouvez vous connecter qu'une fois par jour",
     "You can still edit non-sensitive operations fields such as models, groups, priority, and weight.": "Vous pouvez toujours modifier les champs opérationnels non sensibles, comme les modèles, les groupes, la priorité et le poids.",
+    "You cannot grant one or more of these permissions.": "Vous ne pouvez pas accorder une ou plusieurs de ces autorisations.",
     "You commit not to use this system to implement, assist with, or indirectly implement acts that violate applicable laws and regulations, regulatory requirements, platform rules, public interests, or the lawful rights and interests of third parties.": "Vous vous engagez à ne pas utiliser ce système pour mettre en œuvre, faciliter ou indirectement réaliser des actes violant les lois et règlements applicables, les exigences réglementaires, les règles des plateformes, l’intérêt public ou les droits et intérêts légitimes de tiers.",
     "You commit to using upstream APIs, accounts, keys, quotas, and service capabilities only within the scope of lawful authorization obtained from upstream service providers, model service providers, or relevant rights holders, and will not conduct unauthorized resale, trafficking, distribution, or other non-compliant commercialization.": "Vous vous engagez à utiliser les API, comptes, clés, quotas et capacités de service en amont uniquement dans le cadre d’une autorisation légale obtenue auprès des fournisseurs de services en amont, fournisseurs de modèles ou ayants droit concernés, et à ne pas effectuer de revente, trafic, distribution ou autre commercialisation non conforme sans autorisation.",
+    "You do not have permission to edit channels": "Vous n’avez pas le droit de modifier les canaux",
     "You do not have permission to edit sensitive channel settings.": "Vous n’avez pas l’autorisation de modifier les paramètres sensibles des canaux.",
     "You do not have permission to perform this action.": "Vous n’avez pas l’autorisation d’effectuer cette action.",
     "You don't have necessary permission": "Vous n'avez pas la permission nécessaire",
@@ -6722,7 +7636,6 @@
     "Your new backup codes are ready": "Vos nouveaux codes de secours sont prêts",
     "Your Referral Link": "Votre lien de parrainage",
     "Your setup guide is collapsed so usage stays in focus.": "Le guide de configuration est réduit afin de garder l'utilisation au premier plan.",
-    "Your system access token for API authentication. Keep it secure and don't share it with others.": "Votre jeton d'accès système pour l'authentification API. Gardez-le en sécurité et ne le partagez pas avec d'autres.",
     "Your Telegram Bot Token": "Votre Jeton de Bot Telegram",
     "Your transaction history will appear here": "Votre historique de transactions apparaîtra ici",
     "Your Turnstile secret key": "Votre clé secrète Turnstile",
@@ -6732,223 +7645,10 @@
     "Zhipu GLM": "Zhipu GLM",
     "Zhipu V4": "Zhipu V4",
     "Zoom": "Zoom",
-    "Channel error": "Erreur de canal",
-    "Unrecognized status code": "Code d'état non reconnu",
-    "Correct the invalid settings before saving.": "Corrigez les paramètres invalides avant de les enregistrer.",
-    "Upstream connection": "Connexion amont",
-    "Local check": "Vérification locale",
-    "Responses WebSocket": "Responses WebSocket",
-    "Cross-group retry": "Nouvelle tentative inter-groupes",
-    "Request policy decisions": "Décisions de la politique de requête",
-    "Candidate channels": "Candidate channels",
-    "Candidate list truncated; at most 100 candidates are stored per attempt.": "Candidate list truncated; at most 100 candidates are stored per attempt.",
-    "Copy request ID": "Copy request ID",
-    "Request information": "Request information",
-    "Affinity correlation": "Affinity correlation",
-    "Not provided": "Not provided",
-    "Filter related requests": "Filter related requests",
-    "Identifier source": "Identifier source",
-    "Requested model": "Requested model",
-    "Upstream model": "Upstream model",
-    "Returned model": "Returned model",
-    "The returned model is diagnostic metadata, not proof of the model that ran.": "The returned model is diagnostic metadata, not proof of the model that ran.",
-    "Reasoning effort": "Reasoning effort",
-    "HTTP status": "HTTP status",
-    "Stream end": "Stream end",
-    "Correlation key": "Correlation key",
-    "Priority and weight selection": "Priority and weight selection",
-    "No available channel": "No available channel",
-    "Eligible candidate": "Eligible candidate",
-    "Selected candidate": "Selected candidate",
-    "Excluded by priority": "Excluded by priority",
-    "Affinity cache hit": "Affinity cache hit",
-    "Affinity candidate unavailable": "Affinity candidate unavailable",
-    "Fixed channel not found": "Fixed channel not found",
-    "Channel disabled": "Channel disabled",
-    "Switched to fallback group": "Switched to fallback group",
-    "Request path not supported": "Request path not supported",
-    "Task plugin does not match": "Task plugin does not match",
-    "Responses WebSocket not supported": "Responses WebSocket not supported",
-    "Channel no longer exists": "Channel no longer exists",
-    "Exact model names only. Preferred groups run before the remaining pool. A successful session binding takes precedence.": "Exact model names only. Preferred groups run before the remaining pool. A successful session binding takes precedence.",
-    "Estimated usage": "Estimated usage",
-    "Attempt history unavailable": "Attempt history unavailable",
-    "Preset: Astra prefers preferred-group": "Preset: Astra prefers preferred-group",
-    "Usage source": "Usage source",
-    "Collecting usage": "Collecting usage",
-    "Model verification: pending": "Model verification: pending",
-    "Upstream attempts": "Upstream attempts",
-    "Server-side routing preview only; no model request or charge. Availability and session bindings may change the selected channel.": "Server-side routing preview only; no model request or charge. Availability and session bindings may change the selected channel.",
-    "Group pool": "Group pool",
-    "Inherit global Auto": "Inherit global Auto",
-    "Preview model": "Preview model",
-    "Upstream usage": "Upstream usage",
-    "Customize pool": "Customize pool",
-    "Input / Output / Cache": "Input / Output / Cache",
-    "Verified": "Verified",
-    "Each consumed attempt is charged independently at the requested model price and its actual group ratio. The total below is a summary, not another charge.": "Each consumed attempt is charged independently at the requested model price and its actual group ratio. The total below is a summary, not another charge.",
-    "Model verification: unchecked": "Model verification: unchecked",
-    "Rejected without charge": "Rejected without charge",
-    "/api/token/routing-preview": "/api/token/routing-preview",
-    "No available groups": "No available groups",
-    "Lower priority numbers run first. Equal priorities use round-robin. Removing a pool group also removes its rule references.": "Lower priority numbers run first. Equal priorities use round-robin. Removing a pool group also removes its rule references.",
-    "Not checked": "Not checked",
-    "Model verification: accepted": "Model verification: accepted",
-    "Switched successfully": "Switched successfully",
-    "Rejected and charged": "Rejected and charged",
-    "The preset never adds groups. Customize the pool to add model rules.": "The preset never adds groups. Customize the pool to add model rules.",
-    "Pending settlement": "Pending settlement",
-    "Settled attempt total": "Settled attempt total",
-    "Model preferences": "Model preferences",
-    "Routing preview": "Routing preview",
-    "Add model rule": "Add model rule",
-    "Delete rule": "Delete rule",
-    "Attempt status": "Attempt status",
-    "Inherit user group": "Inherit user group",
-    "Invalid group pool or model rule": "Invalid group pool or model rule",
-    "Billing group ratio": "Billing group ratio",
-    "Model rules": "Model rules",
-    "Auto-switch on Astra model mismatch": "Auto-switch on Astra model mismatch",
-    "Model detection is always active. When off, mismatched results are delivered and logged. When on, mismatched results are rejected and a safe channel switch is attempted.": "Model detection is always active. When off, mismatched results are delivered and logged. When on, mismatched results are rejected and a safe channel switch is attempted.",
-    "Each consumed attempt is charged independently, including rejected results.": "Each consumed attempt is charged independently, including rejected results.",
-    "Enable Astra auto-switch?": "Enable Astra auto-switch?",
-    "Rejected results still incur upstream usage charges. Switching sends another request that is charged separately, so one client request can incur multiple charges. If no safe switch is available, the request fails instead of delivering a mismatched result.": "Rejected results still incur upstream usage charges. Switching sends another request that is charged separately, so one client request can incur multiple charges. If no safe switch is available, the request fails instead of delivering a mismatched result.",
-    "I understand the charges, enable and save": "I understand the charges, enable and save",
-    "Legacy Astra model guard (deprecated)": "Legacy Astra model guard (deprecated)",
-    "Astra auto-switch is now controlled by each API key. This legacy channel setting no longer affects requests.": "Astra auto-switch is now controlled by each API key. This legacy channel setting no longer affects requests.",
-    "Model mismatch allowed": "Model mismatch allowed",
-    "Model verification: mismatch_allowed": "Model verification: mismatch_allowed",
-    "Model verification: mismatch_rejected": "Model verification: mismatch_rejected",
-    "Model verification: switched_success": "Switched successfully",
-    "Model verification: transport_error": "Transport error",
-    "Transport error": "Transport error",
-    "Astra auto-switch and charges": "Astra auto-switch and charges",
-    "Existing API keys keep Astra auto-switch enabled; new keys default to off. Rejected results still incur usage charges, and every additional upstream attempt is charged separately. You can change this setting for each API key.": "Existing API keys keep Astra auto-switch enabled; new keys default to off. Rejected results still incur usage charges, and every additional upstream attempt is charged separately. You can change this setting for each API key.",
-    "Remind me next time": "Remind me next time",
-    "I understand": "I understand",
-    "Astra model detection": "Astra model detection",
-    "Compare the returned model with Astra and record the result. Detection alone does not reject responses. When disabled, response model checks and switching on model mismatch are off.": "Compare the returned model with Astra and record the result. Detection alone does not reject responses. When disabled, response model checks and switching on model mismatch are off.",
-    "Requires model detection. When off, responses are delivered normally. When on, mismatched responses are rejected and a safe channel switch is attempted.": "Requires model detection. When off, responses are delivered normally. When on, mismatched responses are rejected and a safe channel switch is attempted.",
-    "Astra fingerprint sampling": "Astra fingerprint sampling",
-    "Sampled downgrade rate": "Sampled downgrade rate",
-    "Probe availability": "Probe availability",
-    "{{suspect}} suspected / {{valid}} measured rounds": "{{suspect}} suspected / {{valid}} measured rounds",
-    "Astra · {{hours}}h": "Astra · {{hours}}h",
-    "Availability · {{hours}}h": "Availability · {{hours}}h",
-    "Every {{minutes}} minutes · 3 probes per channel": "Every {{minutes}} minutes · 3 probes per channel",
-    "Availability check · every {{minutes}} minutes": "Availability check · every {{minutes}} minutes",
-    "{{success}} / {{checks}} checks succeeded": "{{success}} / {{checks}} checks succeeded",
-    "{{suspect}} suspected / {{valid}} conclusive rounds": "{{suspect}} suspected / {{valid}} conclusive rounds",
-    "Sampling data unavailable": "Sampling data unavailable",
-    "No enabled Astra channels": "No enabled Astra channels",
-    "Automatic sampling paused": "Automatic sampling paused",
-    "Every 30 minutes · 3 probes per channel": "Every 30 minutes · 3 probes per channel",
-    "Coverage {{sampled}}/{{total}} · inconclusive {{unclear}} · failed {{errors}}": "Coverage {{sampled}}/{{total}} · inconclusive {{unclear}} · failed {{errors}}",
-    "Experimental behavioral samples, not proof of model identity. Luna-like inconclusive rounds count as suspected downgrades; other inconclusive and failed rounds are excluded. Samples do not verify individual customer requests.": "Experimental behavioral samples, not proof of model identity. Luna-like inconclusive rounds count as suspected downgrades; other inconclusive and failed rounds are excluded. Samples do not verify individual customer requests.",
-    "Recent sampling results": "Recent sampling results",
-    "Fingerprint matched": "Fingerprint matched",
-    "Suspected model substitution": "Suspected model substitution",
-    "Inconclusive sample": "Inconclusive sample",
-    "Sampling failed": "Sampling failed",
-    "Sampling in progress": "Sampling in progress",
-    "Valid probes {{count}}/3": "Valid probes {{count}}/3",
-    "Closest fingerprint": "Closest fingerprint",
-    "Score gap": "Score gap",
-    "Sample all Astra channels": "Sample all Astra channels",
-    "Sampling queued. Results will refresh automatically.": "Sampling queued. Results will refresh automatically.",
-    "This sends up to 3 independent requests per enabled Astra channel. Upstream costs are paid by the platform, not customer tokens. Existing tasks will not be duplicated. Please allow at least 5 minutes between rounds.": "This sends up to 3 independent requests per enabled Astra channel. Upstream costs are paid by the platform, not customer tokens. Existing tasks will not be duplicated. Please allow at least 5 minutes between rounds.",
-    "Confirm and sample": "Confirm and sample",
-    "Astra sampling is disabled": "Astra sampling is disabled",
-    "Please wait five minutes between sampling rounds": "Please wait five minutes between sampling rounds",
-    "Service support provided by Crash Workshop Cloud Computing": "Service support provided by Crash Workshop Cloud Computing",
-    "Test pelican": "Test pelican",
-    "Test fingerprint": "Test fingerprint",
-    "Manual detection uses your wallet balance.": "Manual detection uses your wallet balance.",
-    "Detection finished": "Detection finished",
-    "Detection in progress": "Detection in progress",
-    "Charged": "Charged",
-    "Usage details": "Usage details",
-    "Detection could not be completed. Only measured usage is charged.": "Detection could not be completed. Only measured usage is charged.",
-    "Confirm paid detection": "Confirm paid detection",
-    "One channel, {{calls}} requests, group ratio {{ratio}}x.": "One channel, {{calls}} requests, group ratio {{ratio}}x.",
-    "Reserved": "Reserved",
-    "Charged by actual usage. Unused reservation is refunded; classification failures may still incur generation costs.": "Charged by actual usage. Unused reservation is refunded; classification failures may still incur generation costs.",
-    "Confirm and detect": "Confirm and detect",
-    "Normal": "Normal",
-    "Suspected degradation": "Suspected degradation",
-    "Unable to classify": "Unable to classify",
-    "Pelican detection": "Pelican detection",
-    "Last 6 hours": "Last 6 hours",
-    "{{normal}} normal / {{degraded}} suspected / {{unknown}} unknown / {{failed}} failed": "{{normal}} normal / {{degraded}} suspected / {{unknown}} unknown / {{failed}} failed",
-    "Every 30 minutes, one work per Astra channel.": "Every 30 minutes, one work per Astra channel.",
-    "Recent detection results": "Recent detection results",
-    "User detection": "User detection",
-    "Automatic detection": "Automatic detection",
-    "Preview work": "Preview work",
-    "Pelican work preview": "Pelican work preview",
-    "No recent detections": "No recent detections",
-    "Non-Astra fingerprint": "Empreinte non-Astra",
-    "{{downgraded}} downgraded / {{valid}} measured rounds": "{{downgraded}} dégradés / {{valid}} tests",
-    "The rate uses the closest valid fingerprint: non-Astra results count as downgraded. Rounds without a valid fingerprint are excluded.": "Le taux utilise l’empreinte valide la plus proche : les résultats non-Astra sont comptés comme dégradés. Les tests sans empreinte valide sont exclus.",
-    "Automatic detection: 15–60 minutes, adjusted when results change.": "Détection automatique : 15 à 60 minutes, selon les changements de résultat.",
-    "Current interval: {{minutes}} minutes": "Intervalle actuel : {{minutes}} minutes",
-    "Current intervals: {{min}}–{{max}} minutes": "Intervalles actuels : {{min}} à {{max}} minutes",
-    "3 probes per channel.": "3 sondes par canal et par test.",
-    "One work per Astra channel.": "Une création par canal Astra et par test.",
-    "Eicy relay status": "Eicy relay status",
-    "Service status": "Service status",
-    "Live group status, model fingerprints and recent pelican works.": "Live group status, model fingerprints and recent pelican works.",
-    "Model fingerprint": "Model fingerprint",
-    "Not measured": "Not measured",
-    "Downgrade rate · last 6 hours": "Downgrade rate · last 6 hours",
-    "{{count}} measured rounds": "{{count}} measured rounds",
-    "Detection details": "Detection details",
-    "Recent pelican works": "Recent pelican works",
-    "Pelican sample {{number}}": "Pelican sample {{number}}",
-    "Sample {{number}}": "Sample {{number}}",
-    "No pelican works yet": "No pelican works yet",
-    "Available models": "Available models",
-    "{{normal}} / {{total}} groups operational": "{{normal}} / {{total}} groups operational",
-    "Updated at {{time}} · refreshes every minute": "Updated at {{time}} · refreshes every minute",
-    "No recent data": "No recent data",
-    "Manage display": "Manage display",
-    "Status page": "Status page",
-    "Public alias": "Public alias",
-    "Show publicly": "Show publicly",
-    "Open status page": "Open status page",
-    "Set public aliases and visibility for each group. Hidden groups are excluded from the public status API.": "Set public aliases and visibility for each group. Hidden groups are excluded from the public status API.",
-    "Display settings saved": "Display settings saved",
-    "Reset detection records": "Reset detection records",
-    "Confirm reset": "Confirm reset",
-    "Detection records reset": "Detection records reset",
-    "Reset fingerprint and pelican history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.": "Reset fingerprint and pelican history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.",
-    "Request and detection status by group": "Request and detection status by group",
-    "Availability history": "Availability history",
-    "Last 18 checks": "Last 18 checks",
-    "Refresh in {{seconds}}s": "Refresh in {{seconds}}s",
-    "Refreshing": "Refreshing",
-    "Past": "Past",
-    "Every 15 minutes": "Every 15 minutes",
-    "Updated at {{time}} · refreshes every 15 seconds": "Updated at {{time}} · refreshes every 15 seconds",
-    "View on manxue.ai": "View on manxue.ai",
-    "Meow quick test · 32 probes per channel.": "Meow quick test · 32 probes per channel.",
-    "Valid probes {{count}}": "Valid probes {{count}}",
-    "Meow strong evidence for Astra counts as matched; strong evidence for another model counts as downgraded. Inconclusive rounds are excluded. Pelican quality is assessed separately.": "Meow strong evidence for Astra counts as matched; strong evidence for another model counts as downgraded. Inconclusive rounds are excluded. Pelican quality is assessed separately.",
-    "This sends 32 independent Meow probes per enabled Astra channel. Upstream costs are paid by the platform. Existing tasks will not be duplicated. Please allow at least 5 minutes between rounds.": "This sends 32 independent Meow probes per enabled Astra channel. Upstream costs are paid by the platform. Existing tasks will not be duplicated. Please allow at least 5 minutes between rounds.",
-    "Test benchmark": "Test benchmark",
-    "Meow benchmark · auxiliary": "Meow benchmark · auxiliary",
-    "Meow results are auxiliary and do not affect the fingerprint downgrade rate.": "Meow results are auxiliary and do not affect the fingerprint downgrade rate.",
-    "Recent benchmark results": "Recent benchmark results",
-    "ModelTrace · 3 independent probes per channel.": "ModelTrace · 3 independent probes per channel.",
-    "ModelTrace fingerprint": "ModelTrace fingerprint",
-    "ModelTrace is the primary signal. Three valid probes, at least 80% candidate probability and a 0.5 score gap are required for classification. Other rounds are inconclusive. Probabilities are relative to the candidate bank.": "ModelTrace is the primary signal. Three valid probes, at least 80% candidate probability and a 0.5 score gap are required for classification. Other rounds are inconclusive. Probabilities are relative to the candidate bank.",
-    "Live group status, ModelTrace fingerprints and auxiliary Meow benchmarks.": "Live group status, ModelTrace fingerprints and auxiliary Meow benchmarks.",
-    "Reset fingerprint and benchmark history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.": "Reset fingerprint and benchmark history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.",
-    "Candy test": "Candy test",
-    "Passed": "Passed",
-    "Not passed": "Not passed",
-    "{{normal}} passed / {{degraded}} not passed / {{failed}} failed to run": "{{normal}} passed / {{degraded}} not passed / {{failed}} failed to run",
-    "Candy question · one request per channel. Only an answer of 21 passes.": "Candy question · one request per channel. Only an answer of 21 passes.",
-    "Recent candy test results": "Recent candy test results"
+    "不稳定": "Unstable",
+    "不降智": "No degradation",
+    "伪官Key": "Unofficial key",
+    "官Key": "Official key",
+    "打野": "Shared access"
   }
 }
diff --git a/web/src/i18n/locales/ja.json b/web/src/i18n/locales/ja.json
index e6615ca..0a201a1 100644
--- a/web/src/i18n/locales/ja.json
+++ b/web/src/i18n/locales/ja.json
@@ -1,16 +1,8 @@
 {
   "translation": {
-    "Auto-switch on group degradation": "グループの性能低下時に自動切替",
-    "For Astra requests, skip groups whose latest valid fingerprint in the last 6 hours is non-Astra and continue through the group pool. Groups with no valid result remain eligible.": "For Astra requests, skip groups whose latest valid fingerprint in the last 6 hours is non-Astra and continue through the group pool. Groups with no valid result remain eligible.",
     "360": "360",
     "1000": "1000",
     "10000": "10000",
-    "Model verification": "Model verification",
-    "Response delivered": "Response delivered",
-    "Model verification: confirmation_timeout": "Model confirmation timed out",
-    "Model verification: missing_model": "Upstream model missing",
-    "Model verification: confirmation_buffer_limit": "Model confirmation data exceeded limit",
-    "Model verification: model_mismatch": "Response model mismatch",
     "_copy": "_copy",
     "，": "、",
     ", and": "、および",
@@ -47,6 +39,7 @@
     "{{count}} announcements will be removed from the list.": "{{count}} 件のお知らせがリストから削除されます。",
     "{{count}} API shortcuts will be removed from the list.": "{{count}} 件の API ショートカットがリストから削除されます。",
     "{{count}} available channels": "利用可能なチャネル {{count}} 件",
+    "{{count}} call samples": "{{count}}件の呼び出し",
     "{{count}} channel(s) deleted": "{{count}} 個のチャネルを削除しました",
     "{{count}} channel(s) disabled": "{{count}} 個のチャネルを無効にしました",
     "{{count}} channel(s) enabled": "{{count}} 個のチャネルを有効にしました",
@@ -61,20 +54,23 @@
     "{{count}} FAQ entries will be removed from the list.": "{{count}} 件の FAQ 項目がリストから削除されます。",
     "{{count}} hours ago": "{{count}} 時間前",
     "{{count}} incidents": "{{count}} 件のインシデント",
-    "2xx, 504 and 524 are always excluded.": "2xx・504・524 は常に除外されます。",
     "{{count}} incidents in the last 24 hours": "過去 24 時間に {{count}} 件のインシデント",
     "{{count}} incidents in the last 30 days": "過去 30 日間で {{count}} 件のインシデント",
     "{{count}} IP(s)": "{{count}} IP",
+    "{{count}} linked model records": "{{count}} 件の関連モデルレコード",
+    "{{count}} log entries removed.": "{{count}} 件のログエントリを削除しました。",
+    "{{count}} measured rounds": "{{count}} measured rounds",
+    "{{count}} minutes ago": "{{count}} 分前",
     "{{count}} model mapping(s)": "{{count}} 件のモデルマッピング",
     "{{count}} model(s) redirected": "{{count}} 件のモデルをリダイレクト済み",
     "{{count}} model(s) skipped because another model derives the same request name": "他のモデルと同じリクエスト名になる {{count}} 件のモデルをスキップしました",
     "{{count}} model(s) unchanged by the rule were skipped": "ルールで変化しない {{count}} 件のモデルをスキップしました",
-    "{{count}} linked model records": "{{count}} 件の関連モデルレコード",
-    "{{count}} log entries removed.": "{{count}} 件のログエントリを削除しました。",
-    "{{count}} minutes ago": "{{count}} 分前",
     "{{count}} models": "{{count}} モデル",
     "{{count}} months ago": "{{count}} ヶ月前",
+    "{{count}} outside this view": "うち {{count}} 件は表示範囲外",
     "{{count}} override": "{{count}} 個のオーバーライド",
+    "{{count}} permissions": "{{count}} 件の権限",
+    "{{count}} permissions are no longer available": "{{count}} 件の権限は現在の権限一覧にありません",
     "{{count}} providers": "{{count}} プロバイダー",
     "{{count}} records selected. Bulk actions are available.": "{{count}} 件を選択しました。一括操作が可能です。",
     "{{count}} selected": "{{count}} 件を選択中",
@@ -89,6 +85,7 @@
     "{{currency}} / {{unit}} tokens": "{{currency}} / {{unit}} トークン",
     "{{currency}} price per 1M input tokens.": "入力100万トークンあたりの価格（{{currency}}）。",
     "{{currency}} price per 1M tokens.": "100万トークンあたりの価格（{{currency}}）。",
+    "{{downgraded}} downgraded / {{valid}} measured rounds": "{{valid}} 回中 {{downgraded}} 回が性能低下",
     "{{field}} updated to {{value}}": "{{field}} を {{value}} に更新しました",
     "{{field}} updated to {{value}} for tag: {{tag}}": "タグ「{{tag}}」の {{field}} を {{value}} に更新しました",
     "{{first}} and {{second}}": "{{first}}かつ{{second}}",
@@ -99,13 +96,26 @@
     "{{modality}} not supported": "{{modality}} はサポートされていません",
     "{{modality}} supported": "{{modality}} をサポート",
     "{{n}} model(s) selected": "{{n}} 件のモデルを選択済み",
+    "{{name}} called {{count}} times, cost {{quota}}": "{{name}} を {{count}} 回呼び出し、費用 {{quota}}",
+    "{{normal}} / {{total}} groups operational": "{{normal}} / {{total}} groups operational",
+    "{{normal}} normal / {{degraded}} suspected / {{unknown}} unknown / {{failed}} failed": "{{normal}} normal / {{degraded}} suspected / {{unknown}} unknown / {{failed}} failed",
+    "{{normal}} passed / {{degraded}} not passed / {{failed}} failed to run": "{{normal}} passed / {{degraded}} not passed / {{failed}} failed to run",
+    "{{normal}} passed / {{degraded}} not passed / {{incomplete}} capability incomplete / {{failed}} failed to run": "合格 {{normal}} / 不合格 {{degraded}} / 機能不足 {{incomplete}} / 実行失敗 {{failed}}",
     "{{operation}} (ID: {{id}})": "{{operation}}（ID: {{id}}）",
+    "{{percent}}% OFF": "{{percent}}% オフ",
     "{{processed}} of {{total}} log entries processed.": "{{total}} 件中 {{processed}} 件のログを処理しました。",
     "{{protocol}} auth name": "{{protocol}} 認証名",
     "{{protocol}} auth value": "{{protocol}} 認証値",
     "{{protocol}} authentication": "{{protocol}} 認証",
+    "{{provider}} login and registration has not been enabled by administrator": "管理者が {{provider}} でのログインと登録を有効にしていません",
+    "{{provider}} returned empty user info, please check settings": "{{provider}} から返されたユーザー情報が空です。設定を確認してください",
+    "{{provider}} top-up succeeded, amount added: {{quota}}, payment amount: {{amount}}": "{{provider}} のチャージが完了しました。追加額：{{quota}}、支払額：{{amount}}",
+    "{{selected}} of {{total}} changed fields selected": "変更項目 {{total}} 件中 {{selected}} 件を選択",
     "{{start}}–{{end}}": "{{start}}～{{end}}",
+    "{{success}} / {{checks}} checks succeeded": "{{success}} / {{checks}} checks succeeded",
     "{{success}} succeeded, {{failed}} failed": "{{success}} 件成功、{{failed}} 件失敗",
+    "{{suspect}} suspected / {{valid}} conclusive rounds": "{{suspect}} suspected / {{valid}} conclusive rounds",
+    "{{suspect}} suspected / {{valid}} measured rounds": "{{suspect}} suspected / {{valid}} measured rounds",
     "{{target}} test failed": "{{target}} のテストに失敗しました",
     "{{target}} test succeeded": "{{target}} のテストに成功しました",
     "{{total}} models · {{syncable}} syncable · {{skipped}} skipped this time": "全 {{total}} 件 · 同期可能 {{syncable}} 件 · 今回の対象外 {{skipped}} 件",
@@ -115,13 +125,14 @@
     "{{value}}s": "{{value}}秒",
     "@lobehub/icons key": "@lobehub/icons キー",
     "@lobehub/icons key name": "@lobehub/icons キー名",
+    "/api/token/routing-preview": "/api/token/routing-preview",
     "/status/": "/status/",
     "/your/endpoint": "/your/endpoint",
     "#1 App": "#1 アプリ",
     "#1 by usage": "利用量1位",
     "#1 Model": "#1 モデル",
     "% off": "% OFF",
-    "`, and `-nothinking` suffixes while routing to the correct Gemini variant.": "`, および `-nothinking` サフィックスを、正しい Gemini バリアントにルーティングする際に使用します。",
+    "`, `-nothinking`, and effort suffixes such as `-high` while routing to the correct Gemini variant. When off, model names are sent upstream unchanged.": "`、`-nothinking`、および `-high` などの推論強度サフィックスを、正しい Gemini バリアントにルーティングする際に使用します。オフの場合、モデル名はそのまま上流に送信されます。",
     "© 2025 Your Company. All rights reserved.": "© 2025 Your Company. 全著作権所有。",
     "+{{count}} more": "他 {{count}} 件",
     "| Based on": "| に基づく",
@@ -137,21 +148,31 @@
     "1 Month": "1ヶ月",
     "1 month ago": "1ヶ月前",
     "1 week ago": "1週間前",
+    "1 year": "1 年",
     "1 year ago": "1年前",
     "1. Create an application in your Gotify server": "1. Gotifyサーバーでアプリケーションを作成します",
+    "1. Select models users call": "1. ユーザーが指定するモデルを選択",
+    "1. Select upstream models": "1. 上流モデルを選択",
     "10 / page": "10 / ページ",
     "100 / page": "100 / ページ",
     "14 Days": "14日",
+    "180 days": "180 日",
     "192.168.1.1&#10;10.0.0.0/8": "192.168.1.1&#10;10.0.0.0/8",
     "1M": "1M",
     "1M token": "1M token",
     "1W": "1W",
     "2. Copy the application token": "2. アプリケーショントークンをコピーします",
+    "2. Set names users call": "2. ユーザーが指定する名前を設定",
+    "2. Set upstream model names": "2. 上流に送る名前を設定",
     "20 / page": "20 / ページ",
     "24 Hours": "24時間",
     "24 hours ago": "24時間前",
     "29 Days": "29日",
+    "2xx, 504 and 524 are always excluded.": "2xx・504・524 は常に除外されます。",
+    "3 probes per channel.": "各チャネルで1回につき3件を抽出します。",
     "3. Enter your Gotify server URL and token above": "3. 上記にGotifyサーバーのURLとトークンを入力します",
+    "3. Review mappings": "3. マッピングを確認",
+    "30 days": "30 日",
     "30 Days": "30日",
     "30 days ago": "30日前",
     "30d change": "30日変化",
@@ -161,36 +182,25 @@
     "7 Days": "7日",
     "7 days ago": "7日前",
     "80,443,8080": "80,443,8080",
+    "90 days": "90 日",
     "A billing multiplier. Lower ratios mean lower API call costs.": "課金倍率です。倍率が低いほど API 呼び出しコストは低くなります。",
+    "A channel test task is already running or queued. Cannot start this manual task": "チャネルテストタスクが既に実行中または待機中のため、この手動タスクを開始できません",
+    "a dashboard login session is required": "ダッシュボードのログインセッションが必要です",
     "A focused home for keys, balance, routing, and service health.": "キー、残高、ルーティング、サービス状態を集約したホームです。",
     "A matching hash confirms the published file, not the safety of its code.": "ハッシュの一致は公開ファイルとの同一性を示すだけで、コードの安全性は保証しません。",
+    "A model update task is already running or queued. Cannot start this manual task": "モデル更新タスクが既に実行中または待機中のため、この手動タスクを開始できません",
     "A Passkey created for www.example.com cannot be used on example.com. Keep the old website available so users can still verify there.": "www.example.com で作成したパスキーは example.com では使用できません。ユーザーが引き続き認証できるよう、以前のウェブサイトを維持してください。",
+    "A repair task is already running. Please try again later": "修復タスクが既に実行中です。後でもう一度お試しください",
     "A security operation is already in progress.": "セキュリティ操作を実行中です。",
     "A selected model no longer exists. Reload the model list.": "選択したモデルは既に削除されています。一覧を再読み込みしてください。",
+    "A token can select at most {{max}} Auto groups": "1 つのトークンで選択できる Auto グループは最大 {{max}} 個です",
+    "A token that never expires stays valid until you revoke it. Set an expiration date when possible.": "無期限のトークンは取り消すまで有効です。可能な限り有効期限を設定してください。",
     "A vendor with this name already exists.": "この名前のプロバイダーは既に存在します。",
     "About": "このサービスについて",
-    "Group Status": "Group Status",
-    "Probe history": "Probe history",
-    "Endpoint probe": "Endpoint probe",
-    "Endpoint status": "Endpoint status",
-    "Auto-disabled": "Auto-disabled",
-    "Availability (24h)": "Availability (24h)",
-    "Monitoring status": "Monitoring status",
-    "Request cache hit rate": "Request cache hit rate",
-    "Token cache hit rate": "Token cache hit rate",
-    "Cache statistics: last 24 hours": "Cache statistics: last 24 hours",
-    "Every {{minutes}} minutes": "Every {{minutes}} minutes",
-    "No group monitors": "No group monitors",
-    "Status data is temporarily unavailable": "Status data is temporarily unavailable",
-    "Some services are unavailable": "Some services are unavailable",
-    "Some services are degraded": "Some services are degraded",
-    "History": "History",
-    "Now": "Now",
-    "Operational": "Operational",
-    "Degraded": "Degraded",
     "About {{days}} days left": "約 {{days}} 日分",
     "About pricing currency": "価格設定の通貨について",
     "Accept Unpriced Models": "価格設定されていないモデルを許可",
+    "Accept upstream certificates that fail validation, such as self-signed ones. Only enable for trusted internal upstreams.": "自己署名証明書など、検証に通らない上流の証明書を受け入れます。信頼できる社内の上流にのみ有効にしてください。",
     "Accepts a JSON array of model identifiers that support the Imagine API.": "Imagine APIをサポートするモデル識別子のJSON配列を受け入れます。",
     "Accepts comma-separated status codes and inclusive ranges.": "カンマ区切りのステータスコードと包含範囲を受け入れます。",
     "Access a vast selection of models via a standard, unified API protocol. Power AI applications, manage digital assets, and connect the Future.": "標準的で統一されたAPIプロトコルを介して、膨大なモデルにアクセス。AIアプリケーションを強化し、デジタル資産を管理し、未来へと繋げます。",
@@ -210,8 +220,13 @@
     "Access previous conversations and start new ones.": "以前の会話にアクセスし、新しい会話を開始します。",
     "Access records": "アクセス履歴",
     "Access Token": "アクセストークン",
+    "Access token expired": "アクセストークンの有効期限が切れています",
+    "Access token expiry must be at least one hour from now.": "アクセストークンの有効期限は現在から1時間以上先に設定してください。",
+    "Access token name must be 1 to 64 characters.": "アクセストークン名は1〜64文字で入力してください。",
+    "access token not found": "アクセストークンが見つかりません",
     "Access token revoked": "アクセストークンを取り消しました",
-    "Access tokens are shown only once": "アクセストークンは一度だけ表示されます",
+    "Access tokens": "アクセストークン",
+    "Access tokens cannot use this feature": "アクセストークンではこの機能を使用できません",
     "Access Zhipu models through the legacy API": "Zhipu の旧 API 経由でモデルに接続",
     "Access Zhipu models through the V4 API": "Zhipu の V4 API 経由でモデルに接続",
     "AccessKey / SecretAccessKey": "AccessKey/SecretAccessKey",
@@ -234,10 +249,13 @@
     "acknowledge the related legal risks": "関連する法的リスクを認識します",
     "Across all groups": "全グループを通じて",
     "Action": "アクション",
+    "Action {{action}}": "操作 {{action}}",
     "Action confirmation": "操作確認",
     "Actions": "操作",
     "Actions for {{name}}": "{{name}} の操作",
     "Activate / Roll back": "有効化 / ロールバック",
+    "Activate now": "今すぐ有効化",
+    "Activating...": "有効化中...",
     "active": "有効",
     "Active": "有効",
     "Active apps": "アクティブなアプリ",
@@ -252,9 +270,10 @@
     "Actual Amount": "実際の金額",
     "Actual Model": "実際のモデル",
     "Actual Model:": "実際のモデル：",
-    "Adapt `-thinking` suffix requests to Anthropic native thinking behavior while keeping billing predictable.": "`-thinking` サフィックス付きリクエストを Anthropic ネイティブの思考動作に適配し、課金を予測可能に保ちます。",
+    "Adapt `-thinking`, `-nothinking`, and effort suffixes such as `-high` to Anthropic native thinking behavior while keeping billing predictable. When off, model names are sent upstream unchanged.": "`-thinking`、`-nothinking`、および `-high` などの推論強度サフィックス付きリクエストを Anthropic ネイティブの思考動作に適配し、課金を予測可能に保ちます。オフの場合、モデル名はそのまま上流に送信されます。",
     "Add": "追加",
     "Add \"{{value}}\"": "\"{{value}}\" を追加",
+    "Add {{added}} models and remove {{removed}} models": "{{added}} 個のモデルを追加、{{removed}} 個を削除",
     "Add {{count}} mapping(s)": "{{count}} 件のマッピングを追加",
     "Add {{title}}": "{{title}}を追加",
     "Add a group identifier to the auto assignment list.": "自動割り当てリストにグループ識別子を追加します。",
@@ -290,6 +309,7 @@
     "Add Group": "グループを追加",
     "Add group rate limit": "グループレート制限を追加",
     "Add group rules": "グループルールを追加",
+    "Add groups in the order they should be tried.": "試行する順序でグループを追加してください。",
     "Add management route": "管理ルートを追加",
     "Add Mapping": "マッピングを追加",
     "Add metadata": "情報追加",
@@ -300,6 +320,7 @@
     "Add model": "モデル追加",
     "Add Model": "モデルを追加",
     "Add model pricing": "モデル料金を追加",
+    "Add model rule": "Add model rule",
     "Add Models": "モデルを追加",
     "Add new amount": "新しい金額を追加",
     "Add new redemption code(s) by providing necessary info.": "必要な情報を提供して新しい引き換えコードを追加します。",
@@ -316,6 +337,7 @@
     "Add route": "ルートを追加",
     "Add routes individually or replace them from a template.": "ルートを個別に追加するか、テンプレートで置き換えます。",
     "Add Row": "行を追加",
+    "Add rule": "ルールを追加",
     "Add Rule": "ルールを追加",
     "Add rule group": "ルールグループを追加",
     "Add rules for a user group": "ユーザーグループにルールを追加",
@@ -324,6 +346,7 @@
     "Add split": "分岐を追加",
     "Add subscription": "サブスクリプションを追加",
     "Add suffix": "サフィックスを追加",
+    "Add tag": "Add tag",
     "Add tags...": "タグを追加...",
     "Add template": "テンプレートを追加",
     "Add tier": "ティアを追加",
@@ -338,6 +361,7 @@
     "Added": "追加",
     "Added {{count}} model(s)": "{{count}} 個のモデルを追加しました",
     "Added {{count}} models from \"{{name}}\"": "「{{name}}」から {{count}} 個のモデルを追加しました",
+    "Added models": "追加したモデル",
     "Added once per request. Set to 0 for usage-only billing.": "リクエストごとに1回加算します。従量課金のみの場合は0を入力してください。",
     "Added successfully": "追加に成功しました",
     "Added to the usage cost. Set to 0 for no additional charge.": "使用量に応じた料金に加算する金額です。加算しない場合は0を入力してください。",
@@ -356,6 +380,7 @@
     "Adjust response formatting, prompt behavior, proxy, and upstream automation.": "レスポンス形式、プロンプト動作、プロキシ、上流自動化を調整します。",
     "Adjust the appearance and layout to suit your preferences.": "好みに合わせて外観とレイアウトを調整します。",
     "Adjust user quota": "ユーザーのクォータを調整",
+    "Adjusted by the channel adaptor": "チャネルアダプターによる調整",
     "Adjustment mode": "調整方法",
     "Admin": "管理者",
     "Admin access required": "管理者アクセスが必要です",
@@ -364,8 +389,12 @@
     "Admin notes (only visible to admins)": "管理者メモ (管理者のみに表示)",
     "Admin Only": "管理者のみ",
     "Admin Permissions": "管理者権限",
+    "Admin permissions updated": "管理者権限を更新",
     "Administer user accounts and roles.": "ユーザーアカウントとロールを管理します。",
+    "Administration": "管理",
     "Administrator account": "管理者アカウント",
+    "Administrator completed the order, amount added: {{quota}}, payment amount: {{amount}}": "管理者が注文を完了しました。追加額：{{quota}}、支払額：{{amount}}",
+    "Administrator reset the quota of subscription plan {{plan_title}} (ID: {{plan_id}})": "管理者がサブスクリプションプラン {{plan_title}}（ID: {{plan_id}}）のクォータをリセットしました",
     "Administrator username": "管理者ユーザー名",
     "Advance next reset time": "次回リセット時刻を進める",
     "Advanced": "高度な設定",
@@ -381,7 +410,10 @@
     "Advanced text editing": "高度なテキスト編集",
     "Aesthetic style": "スタイル",
     "Affected windows:": "対象ウィンドウ:",
+    "Affinity cache hit": "Affinity cache hit",
     "Affinity cache settings": "セッションキャッシュ設定",
+    "Affinity candidate unavailable": "Affinity candidate unavailable",
+    "Affinity correlation": "Affinity correlation",
     "After clicking the button, you'll be asked to authorize the bot": "ボタンをクリックすると、ボットの認証を求められます",
     "After conversion": "変換後",
     "After conversion, expression reservation and rounding rules apply. Effective unit prices are preserved; individual rounded charges may differ.": "変換後は式の事前引き落としと丸め規則が適用されます。有効な単価は維持されますが、個々の丸め後の料金は異なる場合があります。",
@@ -458,6 +490,8 @@
     "Allow metadata sync": "メタデータの同期を許可",
     "Allow new users to register": "新規ユーザーの登録を許可",
     "Allow Private IPs": "プライベートIPを許可",
+    "Allow querying user quota": "ユーザーのクォータ照会を許可",
+    "Allow recently degraded groups": "Allow recently degraded groups",
     "Allow registration with password": "パスワードによる登録を許可",
     "Allow requests to private IP ranges (10.0.0.0/8, 172.16.0.0/12, 192.168.0.0/16)": "プライベートIP範囲へのリクエストを許可 (10.0.0.0/8, 172.16.0.0/12, 192.168.0.0/16)",
     "Allow Retry": "リトライ許可",
@@ -469,6 +503,7 @@
     "Allow upstream callbacks": "アップストリームコールバックを許可",
     "Allow users to check in daily for random quota rewards": "ユーザーが毎日チェックインしてランダムなクォータ報酬を受け取れるようにする",
     "Allow users to enter promo codes": "ユーザーがプロモーションコードを入力できるようにする",
+    "Allow users to export logs": "ユーザーにログのエクスポートを許可",
     "Allow users to log in with password": "ユーザーがパスワードでログインできるようにする",
     "Allow users to register and sign in with Passkey (WebAuthn)": "ユーザーがPasskey (WebAuthn) で登録およびサインインできるようにする",
     "Allow users to sign in with Discord": "ユーザーがDiscordでログインできるようにする",
@@ -486,6 +521,7 @@
     "Allowed Passkey websites": "Passkey の利用を許可するサイト",
     "Allowed Ports": "許可するポート",
     "Allows selected fields to be overwritten after a sync preview. No automatic synchronization.": "同期プレビュー後に選択した項目の上書きを許可します。自動同期は行いません。",
+    "Already checked in today": "本日はすでにチェックイン済みです",
     "Already have an account?": "アカウントをお持ちの方？",
     "Also remove custom pricing": "カスタム料金設定も削除",
     "Also remove from all channels": "すべてのチャネルからも削除",
@@ -508,6 +544,13 @@
     "An unknown error occurred": "不明なエラーが発生しました",
     "Analyze data": "データを分析",
     "and": "および",
+    "Announcement #{{index}} content cannot exceed 500 characters": "お知らせ #{{index}} の内容は 500 文字以内にしてください",
+    "Announcement #{{index}} has an invalid publish date format": "お知らせ #{{index}} の公開日の形式が正しくありません",
+    "Announcement #{{index}} has an invalid type value": "お知らせ #{{index}} の種類の値が無効です",
+    "Announcement #{{index}} is missing the content field": "お知らせ #{{index}} に内容フィールドがありません",
+    "Announcement #{{index}} is missing the publish date field": "お知らせ #{{index}} に公開日フィールドがありません",
+    "Announcement #{{index}} note cannot exceed 100 characters": "お知らせ #{{index}} の補足説明は 100 文字以内にしてください",
+    "Announcement #{{index}} publish date cannot be empty": "お知らせ #{{index}} の公開日は空にできません",
     "Announcement added. Click \"Save Settings\" to apply.": "お知らせが追加されました。\"設定を保存\" をクリックして適用してください。",
     "Announcement content": "お知らせの内容",
     "Announcement deleted. Click \"Save Settings\" to apply.": "お知らせが削除されました。\"設定を保存\" をクリックして適用してください。",
@@ -515,11 +558,14 @@
     "Announcement displayed to users (supports Markdown & HTML)": "ユーザーに表示されるお知らせ (Markdown & HTML対応)",
     "Announcement updated. Click \"Save Settings\" to apply.": "お知らせが更新されました。\"設定を保存\" をクリックして適用してください。",
     "Announcements": "お知らせ",
+    "Announcements cannot exceed 100 entries": "お知らせは 100 件までです",
     "Announcements saved successfully": "お知らせが正常に保存されました",
+    "Another log export is running. Try again after it finishes.": "別のログのエクスポートが実行中です。完了してからもう一度お試しください。",
     "Answer": "回答",
     "Answers for common access and billing questions": "アクセスと請求に関するよくある質問への回答",
     "Anthropic": "Anthropic",
     "Anthropic Messages to OpenAI Chat": "Anthropic Messages から OpenAI Chat",
+    "Anthropic Messages to OpenAI Responses": "Anthropic Messages から OpenAI Responses",
     "Any condition": "いずれかを満たす",
     "Any Match (OR)": "いずれか一致（OR）",
     "Anyone can publish an index. A plugin installed from a third-party source has the same access as one you upload by hand: review its source before installing.": "インデックスは誰でも公開できます。サードパーティのソースからインストールしたプラグインは、手動でアップロードしたものと全く同じ権限を持ちます。インストール前にソースを確認してください。",
@@ -532,7 +578,19 @@
     "API Base URL *": "APIベースURL *",
     "API Endpoints": "APIエンドポイント",
     "API Info": "API情報",
+    "API info #{{index}} contains disallowed content": "API 情報 #{{index}} に許可されていない内容が含まれています",
+    "API info #{{index}} description cannot exceed 200 characters": "API 情報 #{{index}} の説明は 200 文字以内にしてください",
+    "API info #{{index}} has a URL that cannot be parsed: {{error}}": "API 情報 #{{index}} の URL を解析できません：{{error}}",
+    "API info #{{index}} has an invalid color value": "API 情報 #{{index}} の色の値が無効です",
+    "API info #{{index}} has an invalid URL format": "API 情報 #{{index}} の URL 形式が正しくありません",
+    "API info #{{index}} is missing the color field": "API 情報 #{{index}} に色フィールドがありません",
+    "API info #{{index}} is missing the description field": "API 情報 #{{index}} に説明フィールドがありません",
+    "API info #{{index}} is missing the route description field": "API 情報 #{{index}} にルート説明フィールドがありません",
+    "API info #{{index}} is missing the URL field": "API 情報 #{{index}} に URL フィールドがありません",
+    "API info #{{index}} route description cannot exceed 100 characters": "API 情報 #{{index}} のルート説明は 100 文字以内にしてください",
+    "API info #{{index}} URL cannot exceed 500 characters": "API 情報 #{{index}} の URL は 500 文字以内にしてください",
     "API info added. Click \"Save Settings\" to apply.": "API情報が追加されました。「Save Settings」をクリックして適用してください。",
+    "API info cannot exceed 50 entries": "API 情報は 50 件までです",
     "API info deleted. Click \"Save Settings\" to apply.": "API情報が削除されました。「Save Settings」をクリックして適用してください。",
     "API info saved successfully": "API情報が正常に保存されました",
     "API info updated. Click \"Save Settings\" to apply.": "API情報が更新されました。「Save Settings」をクリックして適用してください。",
@@ -553,6 +611,7 @@
     "API Key mode: use APIKey|Region": "APIキーモード: use APIKey | Region",
     "API Key Quota": "APIキー割当",
     "API Key updated successfully": "APIキーが正常に更新されました",
+    "API keys": "APIキー",
     "API Keys": "APIキー",
     "API Private Key": "API 秘密鍵",
     "API Requests": "APIリクエスト",
@@ -599,6 +658,7 @@
     "Apply Overwrite": "上書き適用",
     "Apply plan": "プランを適用",
     "Apply reset": "リセットを実行",
+    "Apply selected changes": "選択した変更を適用",
     "Apply Sync": "同期を適用",
     "Apply to all rows": "すべての行に適用",
     "Apply to draft": "下書きに適用",
@@ -633,10 +693,18 @@
     "Array of chat client presets. Each item is an object with one key-value pair: client name and its URL.": "チャットクライアントプリセットの配列。各項目は、クライアント名とそのURLという1つのキーと値のペアを持つオブジェクトです。",
     "Artifacts": "成果物",
     "Asc": "昇順",
+    "Ascending": "昇順",
     "Ask anything": "何でも質問する",
     "Assign models from the model list to see them here.": "モデル一覧でプロバイダーを割り当てると、ここに表示されます。",
     "Assigned by administrator only": "管理者のみ割り当て",
     "Assigned by administrators and used to represent a user level, such as default or vip.": "管理者が割り当て、default や vip などのユーザーレベルを表します。",
+    "Astra · {{hours}}h": "Astra · {{hours}}h",
+    "Astra auto-switch and charges": "Astra auto-switch and charges",
+    "Astra auto-switch is now controlled by each API key. This legacy channel setting no longer affects requests.": "Astra auto-switch is now controlled by each API key. This legacy channel setting no longer affects requests.",
+    "Astra fingerprint sampling": "Astra fingerprint sampling",
+    "Astra model detection": "Astra model detection",
+    "Astra preferred group": "Astra の優先グループ",
+    "Astra sampling is disabled": "Astra sampling is disabled",
     "Async": "非同期",
     "Async task polling": "非同期タスクのポーリング",
     "Async Task Public Address": "非同期タスクの公開アドレス",
@@ -645,6 +713,8 @@
     "At least one valid key source is required": "少なくとも1つの有効なキーソースが必要です",
     "Attach": "添付",
     "Attempt": "試行",
+    "Attempt history unavailable": "Attempt history unavailable",
+    "Attempt status": "Attempt status",
     "Audio": "音声",
     "Audio and Realtime pricing must be converted manually.": "音声と Realtime の料金は手動で変換してください。",
     "Audio and text-only requests keep their respective pricing.": "音声とテキストのみのリクエストには、それぞれ従来の料金を適用します。",
@@ -653,6 +723,7 @@
     "Audio In": "音声入力",
     "Audio input": "音声入力",
     "Audio Input": "音声入力",
+    "Audio input cost {{quota}}": "音声入力の費用 {{quota}}",
     "Audio input price": "音声入力価格",
     "Audio Input Price": "音声入力価格",
     "Audio Out": "音声出力",
@@ -697,6 +768,8 @@
     "Auto Ban": "自動BAN",
     "Auto detect (default)": "自動検出 (デフォルト)",
     "Auto Disabled": "自動無効化",
+    "Auto group {{group}} is duplicated": "Auto グループ {{group}} が重複しています",
+    "Auto group {{group}} is unavailable or unauthorized": "Auto グループ {{group}} は利用できないか、アクセス権がありません",
     "Auto group behavior": "auto グループの動作",
     "Auto Group Chain": "自動グループチェーン",
     "Auto group order": "Auto グループの順序",
@@ -712,13 +785,25 @@
     "Auto-disable status codes": "自動無効化するステータスコード",
     "Auto-disable-enabled channels only": "自動無効化が有効なチャネルのみ",
     "Auto-disable-enabled mode probes non-manually-disabled channels with auto-disable enabled.": "このモードでは、自動無効化が有効で、手動で無効化されていないチャネルのみを検査します。",
+    "Auto-disabled": "Auto-disabled",
     "Auto-discover": "自動検出",
     "Auto-discovers endpoints from the provider": "プロバイダーからエンドポイントを自動検出します",
     "Auto-fill when one field exists and another is missing": "一方のフィールドがあり他方が欠けている場合に自動補完",
     "Auto-refreshing every {{seconds}}s": "{{seconds}} 秒ごとに自動更新",
     "Auto-retry status codes": "自動リトライするステータスコード",
+    "Auto-switch on Astra model mismatch": "Auto-switch on Astra model mismatch",
+    "Auto-switch on group degradation": "グループの性能低下時に自動切替",
+    "Automatic detection": "Automatic detection",
+    "Automatic detection: 15–60 minutes, adjusted when results change.": "自動検査：結果の変化に応じて15～60分間隔で調整します。",
     "Automatic from system website address": "システムのサイトアドレスから自動取得",
+    "Automatic group settings": "Automatic group settings",
+    "Automatic grouping": "Automatic grouping",
+    "Automatic sampling paused": "Automatic sampling paused",
     "Automatic selection": "自動選択",
+    "Automatic tag uses the latest valid Astra fingerprint or pelican result within 6 hours. Hiding it does not change routing or detection.": "Automatic tag uses the latest valid Astra fingerprint or pelican result within 6 hours. Hiding it does not change routing or detection.",
+    "Automatic tag uses the latest valid Astra fingerprint or vision result within 6 hours. Hiding it does not change routing or detection.": "Automatic tag uses the latest valid Astra fingerprint or vision result within 6 hours. Hiding it does not change routing or detection.",
+    "Automatic test every 45 minutes.": "Automatic test every 45 minutes.",
+    "Automatically choose from all groups you can access that support the requested model.": "Automatically choose from all groups you can access that support the requested model.",
     "Automatically disable channel on repeated failures": "繰り返しの失敗でチャネルを自動的に無効にする",
     "Automatically disable channels exceeding this response time": "この応答時間を超えるチャネルを自動的に無効にする",
     "Automatically disable channels when tests fail": "テストが失敗したときにチャネルを自動的に無効にする",
@@ -726,16 +811,22 @@
     "Automatically replaces upstream callback URLs with the server address.": "アップストリームコールバック URL をサーバーアドレスに自動的に置き換えます。",
     "Automatically selects the best available group with circuit breaker mechanism": "回路ブレーカーメカニズム付きで最適な利用可能なグループを自動的に選択",
     "Automatically sync model list when upstream changes are detected": "アップストリームの変更が検出されたときにモデルリストを自動的に同期",
+    "Availability · {{hours}}h": "Availability · {{hours}}h",
+    "Availability (24h)": "Availability (24h)",
     "Availability (last 24h)": "可用性（過去 24 時間）",
+    "Availability check · every {{minutes}} minutes": "Availability check · every {{minutes}} minutes",
+    "Availability history": "Availability history",
     "Available": "空き",
     "Available Balance": "利用可能残高",
     "Available channels: {{count}}": "利用可能 {{count}}",
     "Available credits are ordered by soonest expiration.": "利用可能なクレジットは有効期限の近い順に表示されます。",
     "Available disk space": "利用可能なディスク容量",
+    "Available models": "Available models",
     "Available Models": "利用可能なモデル",
     "Available reset credits": "利用可能なリセット回数",
     "Available Rewards": "利用可能な報酬",
     "Available variables: {{provider}}, {{field}}, {{op}}, {{required}}, {{current}}, and paths such as {{current.roles}}.": "使用可能な変数：{{provider}}、{{field}}、{{op}}、{{required}}、{{current}}、および {{current.roles}} のようなパス。",
+    "Average charged / 1M tokens": "Average charged / 1M tokens",
     "Average latency": "平均レイテンシ",
     "Average latency, TTFT, and success rate by group": "グループ別の平均レイテンシ、TTFT、成功率",
     "Average latency, TTFT, TPS, and success rate": "平均レイテンシ、TTFT、TPS、成功率",
@@ -746,6 +837,7 @@
     "Average TTFT": "平均 TTFT",
     "Awake engines": "稼働中のエンジン数",
     "AWS": "AWS",
+    "AWS API": "AWS API",
     "AWS Bedrock Claude Compat": "AWS Bedrock Claude 互換テンプレート",
     "AWS Key Format": "AWSキーフォーマット",
     "Azure": "Azure",
@@ -767,7 +859,6 @@
     "Backup codes remaining: {{count}}": "残りのバックアップコード: {{count}}",
     "Backup group": "予備グループ",
     "Backup groups": "备用分组池",
-    "No backup group": "予備グループなし",
     "Bad Request": "不正リクエスト",
     "Badge Color": "バッジの色",
     "Baidu": "Baidu",
@@ -784,10 +875,12 @@
     "Balance updated: {{balance}}": "残高更新：{{balance}}",
     "Bar Chart": "棒グラフ",
     "Bark Push URL": "BarkプッシュURL",
+    "Bark push URL cannot be empty": "Bark のプッシュ URL を入力してください",
     "Base": "基本",
     "Base address provided by your Epay service": "Epayサービスによって提供されるベースアドレス",
     "Base amount. Actual deduction = base amount × system group rate.": "基本金額。実際の控除 = 基本金額 × システムグループ倍率。",
     "Base charge": "基本料金",
+    "Base group ratios apply until you add an override.": "上書きルールを追加するまでは、グループの基本倍率が適用されます。",
     "Base input and output token prices for this tier.": "この段階の入力および出力トークンの基本価格です。",
     "Base input price only": "基本入力価格のみ",
     "Base Limits": "基本枠",
@@ -831,6 +924,7 @@
     "Batch updated channel status ({{count}}/{{total}} changed)": "チャネルの状態を一括更新（{{count}}/{{total}} 件変更）",
     "Batch upstream model update": "上流モデル一括更新",
     "Batch upstream model updates applied: {{channels}} channels, {{added}} added, {{removed}} removed, {{fails}} failed": "一括上流モデル更新を処理しました：{{channels}} チャネル、{{added}} 個追加、{{removed}} 個削除、{{fails}} 個失敗",
+    "Batch-adding Vertex AI keys requires a JSON array, for example {{example}}. Check the input: {{error}}": "Vertex AI キーの一括追加には JSON 配列が必要です（例：{{example}}）。入力を確認してください：{{error}}",
     "Before conversion": "変換前",
     "Best for single-tenant deployments. Pricing and billing options stay hidden.": "シングルテナント環境に最適です。料金設定や請求オプションは非表示になります。",
     "Best TTFT": "最良 TTFT",
@@ -840,18 +934,23 @@
     "Billable token breakdown": "課金対象トークンの内訳",
     "Billed as default. No cell for this combination, so the base ratio of default applies — the 0.8 of vip plays no part.": "default として課金。この組み合わせのセルはないため default の基本倍率が適用され、vip 自身の 0.8 は関与しません。",
     "Billed as premium. The highlighted cell matches, so the override 0.3 applies.": "premium として課金。ハイライトされたセルに一致するため、上書き倍率 0.3 が適用されます。",
+    "Billed per request": "リクエストごとに課金",
     "Billing": "請求",
     "Billing & Payment": "請求と支払い",
     "Billing currency": "請求通貨",
     "Billing Details": "課金詳細",
     "Billing expression": "課金式",
+    "Billing expressions must be a JSON object mapping models to expressions: {{error}}": "課金式の設定は、モデルと式を対応付ける JSON オブジェクトである必要があります：{{error}}",
     "Billing group": "課金グループ",
     "Billing group = default (the token has a group, so use it)": "課金グループ = default（トークンにグループがあるのでそれを使用）",
     "Billing group = premium (the token has a group, so use it)": "課金グループ = premium（トークンにグループがあるのでそれを使用）",
     "Billing group = vip (the token has no group, so use the user group)": "課金グループ = vip（トークンにグループがないのでユーザーグループを使用）",
+    "Billing group ratio": "Billing group ratio",
     "Billing History": "請求履歴",
+    "Billing management": "チャージとサブスクリプションの管理",
     "Billing Mode": "課金モード",
     "Billing parameters": "課金パラメータ",
+    "Billing parameters: {{params}}": "課金パラメーター：{{params}}",
     "Billing Path": "課金パス",
     "Billing Process": "課金プロセス",
     "Billing rule: each call is billed as the token group (falling back to the user group when the token has none). The base ratio always comes from that billing group, not from the user group. To give a user group a special price on another billing group, add an entry in the override matrix.": "課金ルール：各呼び出しはトークングループとして課金されます（トークンにグループがない場合はユーザーグループにフォールバック）。基本倍率は常にその課金グループから取得され、ユーザーグループの倍率は適用されません。特定のユーザーグループに別の課金グループでの特別価格を設定するには、上書きマトリクスにエントリを追加してください。",
@@ -866,6 +965,7 @@
     "Bind WeChat": "WeChatを連携",
     "Bind WeChat Account": "WeChatアカウント連携",
     "Binding Information": "連携情報",
+    "Binding successful": "連携が完了しました",
     "Binding successful!": "紐付けが成功しました！",
     "Binding Type": "連携の種類",
     "Binding your {{provider}} account": "{{provider}} アカウントをバインド中",
@@ -880,6 +980,7 @@
     "Blocked keywords": "ブロックされたキーワード",
     "Blocks messages when sensitive keywords are detected.": "機密性の高いキーワードが検出された場合にメッセージをブロックします。",
     "Body param": "ボディパラメータ",
+    "Bonus for inviting a user {{quota}}": "ユーザー招待ボーナス {{quota}}",
     "Boolean": "真偽値",
     "Border radius": "角丸",
     "Bot Name": "ボット名",
@@ -933,6 +1034,7 @@
     "Cache Read": "キャッシュ読み取り",
     "Cache read price": "キャッシュ読み取り価格",
     "Cache repeated prompt prefixes for cheaper, faster reuse": "繰り返しのプロンプト先頭部分をキャッシュし、低コスト・高速に再利用",
+    "Cache statistics: last 24 hours": "Cache statistics: last 24 hours",
     "Cache write": "キャッシュ書き込み",
     "Cache Write": "キャッシュ書き込み",
     "Cache Write (1h)": "キャッシュ書込 (1h)",
@@ -943,6 +1045,7 @@
     "Cached tokens": "キャッシュ済みトークン",
     "Calculated price: ${{price}} per 1M tokens": "計算価格：${{price}} / 1M トークン",
     "Calculated ratio: {{ratio}}": "計算倍率：{{ratio}}",
+    "Calculating priority...": "優先度を計算中…",
     "Calculating...": "計算中...",
     "Call 1: the token group is premium": "呼び出し①：トークングループは premium",
     "Call 2: the token group is default": "呼び出し②：トークングループは default",
@@ -955,10 +1058,24 @@
     "Callback Caller IP": "コールバック呼び出し元 IP",
     "Callback notification URL": "コールバック通知URL",
     "Callback Payment Method": "コールバック支払い方法",
+    "Callback URL configuration error": "コールバック URL の設定エラー",
     "Callback URL format": "コールバック URL 形式",
     "Cancel": "キャンセル",
     "Cancelled": "キャンセル",
     "Cancelled at": "キャンセル日時",
+    "Candidate channels": "Candidate channels",
+    "Candidate list truncated; at most 100 candidates are stored per attempt.": "Candidate list truncated; at most 100 candidates are stored per attempt.",
+    "Candy question · one request per channel. Only an answer of 21 passes.": "Candy question · one request per channel. Only an answer of 21 passes.",
+    "Candy test": "Candy test",
+    "Cannot create users with permission level equal to or higher than yourself": "自分と同等以上の権限を持つユーザーは作成できません",
+    "Cannot delete super administrator account": "スーパー管理者アカウントは削除できません",
+    "Cannot delete the last key": "最後のキーは削除できません",
+    "Cannot demote super administrator user": "スーパー管理者を降格することはできません",
+    "Cannot disable super administrator user": "スーパー管理者を無効にすることはできません",
+    "Cannot enable {{provider}}. Enter the {{provider}} Client ID and Client Secret first.": "{{provider}} を有効にできません。先に {{provider}} の Client ID と Client Secret を入力してください。",
+    "Cannot enable the email domain restriction. Enter the allowed email domains first.": "メールドメイン制限を有効にできません。先に許可するメールドメインを入力してください。",
+    "Cannot enable Turnstile verification. Enter the Turnstile settings first.": "Turnstile 検証を有効にできません。先に Turnstile の設定を入力してください。",
+    "Cannot enable WeChat login. Enter the WeChat login settings first.": "WeChat ログインを有効にできません。先に WeChat ログインの設定を入力してください。",
     "Capabilities": "機能",
     "Caps the response length": "応答の長さを制限します",
     "Capture a reusable bundle of models, tags, or endpoints.": "モデル、タグ、またはエンドポイントの再利用可能なバンドルを保存。",
@@ -980,16 +1097,21 @@
     "Change model vendor": "モデルのプロバイダーを変更",
     "Change Password": "パスワードの変更",
     "Change provider": "プロバイダーを変更",
+    "Change system settings and custom OAuth providers, and sync prices.": "システム設定とカスタム OAuth プロバイダーを変更し、料金を同期します。",
     "Change the Passkey domain?": "パスキーのドメインを変更しますか？",
     "Change To": "変更先",
+    "Change upstream model names": "上流に送るモデル名を変更",
     "Change vendor": "プロバイダーを変更",
+    "Change your display name and personal settings.": "表示名と個人設定を変更します。",
     "Changed": "変更",
     "Changed / Total": "変更件数 / 合計",
+    "Changed access token permissions": "アクセストークンの権限を変更しました",
     "Changed Fields": "変更されたフィールド",
     "Changed fields: {{fields}}": "変更項目：{{fields}}",
     "Changelog": "変更履歴",
     "Changes are written to the settings draft on save.": "保存すると変更は設定ドラフトに書き込まれます。",
     "Changes declared endpoint types and custom paths shown to users.": "ユーザーに表示するエンドポイントの種類とカスタムパスを変更します。",
+    "Changes save on drop. You can undo the last move.": "ドロップすると自動保存されます。直前の移動は元に戻せます。",
     "Changes visibility in the model catalog. Channels remain configured separately.": "カタログでの表示を変更します。チャネルは別途設定します。",
     "Changes visibility in the model square. Channel status and existing API access are unchanged.": "モデル広場での表示を変更します。チャネルの有効状態と既存の API アクセス権限には影響しません。",
     "Changes which model names inherit this metadata. Prices are not inherited.": "このメタデータを継承するモデル名を変更します。料金は継承されません。",
@@ -999,6 +1121,7 @@
     "Channel {{name}} model {{model}}": "チャネル {{name}} モデル {{model}}",
     "Channel Affinity": "チャネルアフィニティ",
     "Channel affinity reuses the last successful channel based on keys extracted from the request context or JSON body.": "チャネルアフィニティは、リクエストコンテキストまたは JSON Body から抽出したキーに基づいて、前回成功したチャネルを優先的に再利用します。",
+    "Channel affinity settings are not initialized": "チャネルアフィニティ設定が初期化されていません",
     "Channel Affinity: Upstream Cache Hit": "チャネルアフィニティ：上流キャッシュヒット",
     "Channel availability and group access are derived from enabled channels. Importing metadata does not create a callable channel.": "チャネルの可用性とグループ権限は有効なチャネルから取得します。メタデータのインポートで利用可能なチャネルは作成されません。",
     "Channel configuration": "チャネル設定",
@@ -1007,8 +1130,11 @@
     "Channel created successfully": "チャネルが正常に作成されました",
     "Channel deleted successfully": "チャネルが正常に削除されました",
     "Channel disable requested": "チャネル無効化を要求",
+    "Channel disabled": "Channel disabled",
     "Channel disabled successfully": "チャネルが正常に無効化されました",
+    "Channel does not exist": "チャネルが存在しません",
     "Channel enabled successfully": "チャネルが正常に有効化されました",
+    "Channel error": "チャネルエラー",
     "Channel Extra Settings": "チャネル詳細設定",
     "Channel health": "チャネルの健全性",
     "Channel health checks": "チャネルヘルスチェック",
@@ -1020,6 +1146,11 @@
     "Channel Management": "チャネル管理",
     "Channel models": "チャネルモデル",
     "Channel name is required": "チャネル名が必要です",
+    "Channel no longer exists": "Channel no longer exists",
+    "Channel notifications": "チャネル通知",
+    "Channel priorities changed. Refresh and try again.": "優先度が変更されました。更新して再試行してください。",
+    "Channel priorities saved": "チャンネルの優先度を保存しました",
+    "Channel priority is outside the sortable range": "優先度が並べ替え可能な範囲外です",
     "Channel selected": "チャネルを選択",
     "Channel selection": "チャネル選択",
     "Channel switching options": "チャネル切り替えの設定",
@@ -1043,6 +1174,8 @@
     "Channels must also enable Auto Ban before automatic disabling can take effect.": "自動無効化ルールを適用するには、各チャネルでも自動無効化を有効にしてください。",
     "Character chat, storytelling, persona": "キャラクター会話・ストーリーテリング・ペルソナ",
     "Charge.": "課金する。",
+    "Charged": "Charged",
+    "Charged by actual usage. Unused reservation is refunded; classification failures may still incur generation costs.": "Charged by actual usage. Unused reservation is refunded; classification failures may still incur generation costs.",
     "Chart Preferences": "チャートの環境設定",
     "Chart Settings": "チャート設定",
     "Chat": "チャット",
@@ -1067,14 +1200,19 @@
     "Check resolved IPs against IP filters even when accessing by domain": "ドメインによるアクセスであっても、解決されたIPをIPフィルターと照合してチェックします",
     "Check the override matrix at row = user group, column = billing group. If that cell is set, use it. Otherwise use the billing group base ratio from the pricing table.": "上書きマトリクスの「行 = ユーザーグループ、列 = 課金グループ」のセルを確認します。設定されていればその値を、なければ料金表の課金グループの基本倍率を使います。",
     "Check-in failed": "チェックインできませんでした",
+    "Check-in failed, please try again later": "チェックインに失敗しました。しばらくしてから再試行してください",
+    "Check-in failed: quota update error": "チェックインに失敗しました：クォータの更新でエラーが発生しました",
+    "Check-in feature is not enabled": "チェックイン機能は有効になっていません",
     "Check-in Rewards": "チェックイン報酬",
     "Check-in Settings": "チェックイン設定",
+    "Check-in successful": "チェックインに成功しました",
     "Check-in successful! Received": "チェックインに成功しました！受け取りました",
     "Checked in": "チェックイン済み",
     "Checking connection": "接続を確認しています",
     "Checking file integrity...": "ファイルを検証中…",
     "Checking name...": "名前をチェック中...",
     "Checking updates...": "更新を確認中...",
+    "Checking upstream models. Channel models will only change after confirmation.": "上流モデルを確認しています。チャネルのモデルは確認後にのみ変更されます。",
     "checkout.session.completed": "checkout.session.completed",
     "checkout.session.expired": "checkout.session.expired",
     "Checks hourly while you are online, including pre-releases.": "オンライン中はプレリリースを含め、1時間ごとに確認します。",
@@ -1082,17 +1220,21 @@
     "Chinese": "中国語",
     "Choose a complete upstream protocol plan or edit individual route groups.": "完全な上流プロトコルプランを選ぶか、ルートグループを個別に編集します。",
     "Choose a provider or plugin to configure your channel.": "プロバイダーまたはプラグインを選択して、チャネルを設定します。",
+    "Choose a time at least one hour from now": "現在から 1 時間以上先の日時を選択してください",
+    "Choose a time range of up to {{days}} days. The other filters on this page also apply.": "最長 {{days}} 日の期間を選んでください。このページのほかのフィルターもそのまま適用されます。",
     "Choose a username": "ユーザー名を選択",
     "Choose a valid IANA timezone.": "有効な IANA タイムゾーンを選択してください。",
     "Choose an amount and payment method": "金額と支払い方法を選択してください",
     "Choose and order the groups this API key will try after its own group.": "选择并排列此 API 密钥在其自身分组之后将依次尝试的分组。",
     "Choose and order the groups this API key will try.": "この API キーが試行するグループを選択して並べ替えます。",
     "Choose another file": "別のファイルを選択",
+    "Choose automatically: low cost, fast response or stability": "Choose automatically: low cost, fast response or stability",
     "Choose between default expanded, compact icon-only, or full layout mode": "デフォルトの展開表示、コンパクトなアイコンのみ、またはフルレイアウトモードから選択します",
     "Choose between inset, floating, or standard sidebar layout": "インセット、フローティング、または標準のサイドバーレイアウトから選択します",
     "Choose between left-to-right or right-to-left site direction": "左から右、または右から左のサイトの方向を選択します",
     "Choose between system preference, light mode, or dark mode": "システム設定、ライトモード、またはダークモードから選択します",
     "Choose channels to sync upstream ratio configurations from": "アップストリームの比率設定を同期するチャネルを選択してください",
+    "Choose distinct groups and finite, non-negative multipliers.": "Choose distinct groups and finite, non-negative multipliers.",
     "Choose file": "ファイルを選択",
     "Choose Group": "グループを選択",
     "Choose how flow widths are calculated.": "フローの線幅をどの指標で計算するかを選択します。",
@@ -1107,6 +1249,8 @@
     "Choose the domain used when this Passkey was created, then try again.": "このパスキーの作成時に使用したドメインを選び、再試行してください。",
     "Choose where to fetch upstream metadata.": "アップストリームのメタデータをどこからフェッチするかを選択してください。",
     "Choose which charts are selected by default when opening model analytics.": "モデル分析を開いたときにデフォルトで選択されるチャートを選択します。",
+    "Ciallo check · passes when the response contains Ciallo.": "Ciallo check · passes when the response contains Ciallo.",
+    "Ciallo test": "Ciallo test",
     "Clamped to": "制限後の値",
     "Claude": "Claude",
     "Claude CLI Header Passthrough": "Claude CLI ヘッダーパススルー",
@@ -1130,6 +1274,7 @@
     "Clear cache for this rule": "このルールのキャッシュをクリア",
     "Clear chat history": "チャット履歴を消去",
     "Clear chat history?": "チャット履歴を消去しますか？",
+    "Clear field selection": "項目の選択を解除",
     "Clear filters": "フィルターをクリア",
     "Clear Mapping": "マッピングをクリア",
     "Clear mode flags in prompts": "プロンプト内のモードフラグをクリア",
@@ -1178,6 +1323,7 @@
     "Close panel": "パネルを閉じる",
     "Close the panel to edit here": "パネルを閉じてここで編集",
     "Close Today": "今日は表示しない",
+    "Closest fingerprint": "Closest fingerprint",
     "Cloudflare": "Cloudflare",
     "CNY": "CNY",
     "CNY per USD": "1 USD あたりの CNY",
@@ -1199,6 +1345,7 @@
     "Collapse All": "すべて折りたたむ",
     "Collapse panel": "パネルを折りたたむ",
     "Collect relay latency and success-rate metrics for the model square.": "モデル広場向けに Relay のレイテンシと成功率メトリクスを収集します。",
+    "Collecting usage": "Collecting usage",
     "Color": "カラー",
     "Color is required": "色は必須です",
     "Color preset": "カラープリセット",
@@ -1225,6 +1372,7 @@
     "Compare each vendor's token share since launch": "ローンチ以降の各ベンダーのトークンシェアを比較",
     "Compare prices and choose a source for each model.": "価格を比較し、モデルごとに取得元を選択します。",
     "Compare the most popular models on the platform": "プラットフォームで最も人気のあるモデルを比較",
+    "Compare the returned model with Astra and record the result. Detection alone does not reject responses. When disabled, response model checks and switching on model mismatch are off.": "Compare the returned model with Astra and record the result. Detection alone does not reject responses. When disabled, response model checks and switching on model mismatch are off.",
     "Comparison operator": "比較演算子",
     "compatible API routes": "互換APIルート",
     "Compatible API routes for common AI application workflows": "一般的なAIアプリケーションワークフロー向けの互換APIルート",
@@ -1235,6 +1383,7 @@
     "Complete sign-in": "ログインを完了",
     "Complete the invalid fields before saving or switching modes. The last valid expression is preserved.": "保存やモード切り替えの前に無効な項目を修正してください。直前の有効な式は保持されています。",
     "Complete these steps to finish the initial installation.": "初期インストールを完了するには、これらの手順を完了してください。",
+    "Complete top-up orders and manage subscription plans and user subscriptions.": "チャージ注文の完了処理と、サブスクリプションプランおよびユーザーのサブスクリプションの管理を行います。",
     "Completed": "完了",
     "Completed security verification": "セキュリティ確認を完了しました",
     "Completed top-up order for the user": "ユーザーのチャージ注文を完了しました",
@@ -1242,9 +1391,11 @@
     "Completion price": "補完価格",
     "Completion price ($/1M tokens)": "完了価格 (トークン100万あたり$)",
     "Completion ratio": "補完倍率",
+    "Compliance confirmation fields cannot be changed through the general settings API": "コンプライアンス確認フィールドは汎用設定 API から変更できません",
     "Compliance confirmation required": "コンプライアンス確認が必要です",
     "Compliance confirmed": "コンプライアンス確認済み",
     "Compliance confirmed successfully": "コンプライアンス確認が完了しました",
+    "Composition failed": "構図の生成に失敗しました",
     "Concatenate channel system prompt with user&apos;s prompt": "チャネルのシステムプロンプトをユーザーのプロンプトと連結する",
     "Condition {{path}}": "条件 {{path}}",
     "Condition actions {{path}}": "条件 {{path}} の操作",
@@ -1267,6 +1418,7 @@
     "Configuration required": "設定が必要です",
     "Configure": "設定",
     "Configure a Creem product for user recharge options.": "ユーザー チャージオプション用の Creem 製品を設定。",
+    "Configure a custom ratio for \"{{userGroup}}\" users when using a specific token group.": "「{{userGroup}}」のユーザーが特定のトークングループを使用する際の倍率を設定します。",
     "Configure a custom ratio for when users use a specific token group.": "ユーザーが特定のトークングループを使用する際のカスタム倍率を設定します。",
     "Configure a group that users can select when creating API keys.": "ユーザーがAPIキー作成時に選択できるグループを設定します。",
     "Configure a new custom OAuth provider for user authentication.": "ユーザー認証のための新しいカスタムOAuthプロバイダーを設定します。",
@@ -1305,7 +1457,9 @@
     "Configured routes and latency checks": "設定済みルートとレイテンシ確認",
     "Confirm": "確認",
     "Confirm Action": "アクションの確認",
+    "Confirm and detect": "Confirm and detect",
     "Confirm and enable": "確認して有効化",
+    "Confirm and sample": "Confirm and sample",
     "Confirm Batch Update": "バッチ更新の確認",
     "Confirm Billing Conflicts": "請求の競合を確認",
     "Confirm both your current and new email addresses to finish this change.": "現在と新しいメールアドレスの両方を確認して、変更を完了してください。",
@@ -1325,9 +1479,12 @@
     "Confirm invalidate": "無効化を確認",
     "Confirm log cleanup": "ログクリーンアップの確認",
     "Confirm log file cleanup?": "ログファイルをクリーンアップしますか？",
+    "Confirm model changes": "モデルの変更を確認",
     "Confirm New Password": "新しいパスワードの確認",
+    "Confirm paid detection": "Confirm paid detection",
     "Confirm password": "パスワードの確認",
     "Confirm Payment": "支払いの確認",
+    "Confirm reset": "Confirm reset",
     "Confirm Selection": "選択の確認",
     "Confirm settings and finish setup": "設定を確認してセットアップを完了",
     "confirm that I bear legal responsibility arising from deployment": "デプロイ",
@@ -1336,7 +1493,11 @@
     "Confirm Unbind": "連携解除を確認",
     "Confirm usage reset": "使用量リセットの確認",
     "Confirm your identity before accessing this sensitive action.": "この重要な操作を行う前に本人確認をしてください。",
+    "Confirm your identity before changing the account {{username}}.": "アカウント {{username}} を変更する前に本人確認をしてください。",
+    "Confirm your identity before creating an administrator account.": "管理者アカウントを作成する前に本人確認をしてください。",
+    "Confirm your identity before permanently deleting the account {{username}}.": "アカウント {{username}} を完全に削除する前に本人確認をしてください。",
     "Confirm your identity before removing this Passkey from your account.": "このパスキーをアカウントから削除する前に、本人確認を行ってください。",
+    "Confirm your identity before unbinding {{provider}} from this user.": "このユーザーから {{provider}} の連携を解除する前に本人確認をしてください。",
     "Confirm your identity with Two-factor Authentication before registering a Passkey.": "パスキーを登録する前に、二要素認証で本人確認を行ってください。",
     "Confirmed at {{time}} by user #{{userId}}": "ユーザー #{{userId}} が {{time}} に確認しました",
     "Confirmed payment compliance": "支払いコンプライアンスを確認しました",
@@ -1351,6 +1512,7 @@
     "Connect to Coze bots": "Coze のボットに接続",
     "Connect to DeepSeek model services": "DeepSeek のモデルサービスに接続",
     "Connect to Dify applications and workflows": "Dify のアプリケーションとワークフローに接続",
+    "Connect to Doubao Seedance video and Seedream image generation through Volcengine Ark": "Volcengine Ark 経由で Doubao Seedance の動画生成と Seedream の画像生成に接続",
     "Connect to FastGPT applications": "FastGPT アプリケーションに接続",
     "Connect to iFlytek Spark model services": "iFlytek Spark のモデルサービスに接続",
     "Connect to Jimeng image and video generation services": "Jimeng の画像・動画生成サービスに接続",
@@ -1360,10 +1522,10 @@
     "Connect to local or self-hosted Ollama models": "ローカルまたはセルフホストの Ollama モデルに接続",
     "Connect to MiniMax model services": "MiniMax のモデルサービスに接続",
     "Connect to Mistral AI model services": "Mistral AI のモデルサービスに接続",
-    "Connect to model services from another New API instance": "別の New API インスタンスのモデルサービスに接続",
     "Connect to model services through a Sub2API gateway": "Sub2API ゲートウェイ経由でモデルサービスに接続",
     "Connect to models through the Google Gemini API": "Google Gemini API 経由でモデルに接続",
     "Connect to Moonshot AI model services": "Moonshot AI のモデルサービスに接続",
+    "Connect to New API model services with support for multiple task plugins": "New API ゲートウェイのモデルサービスに接続し、複数のタスクプラグインに対応",
     "Connect to OpenAI models deployed on Azure": "Azure にデプロイされた OpenAI モデルに接続",
     "Connect to OpenAI Sora video generation services": "OpenAI Sora の動画生成サービスに接続",
     "Connect to Perplexity model services": "Perplexity のモデルサービスに接続",
@@ -1446,6 +1608,7 @@
     "Copy All Codes": "すべてのコードをコピー",
     "Copy all models": "すべてのモデルをコピー",
     "Copy API key": "APIキーをコピー",
+    "Copy API URL": "API URL をコピー",
     "Copy base URL": "ベース URL をコピー",
     "Copy billing expression": "課金式をコピー",
     "Copy callback URL": "コールバック URL をコピー",
@@ -1468,6 +1631,7 @@
     "Copy redirect URL": "リダイレクト URL をコピー",
     "Copy referral link": "紹介リンクをコピー",
     "Copy Request Header": "リクエストヘッダーをコピー",
+    "Copy request ID": "Copy request ID",
     "Copy secret key": "シークレットキーをコピー",
     "Copy selected codes": "選択したコードをコピー",
     "Copy selected keys": "選択したキーをコピー",
@@ -1476,6 +1640,7 @@
     "Copy source field to target field": "ソースフィールドをターゲットフィールドにコピー",
     "Copy the key and paste it here": "キーをコピーしてここに貼り付けてください",
     "Copy this prompt and send it to an LLM (e.g. ChatGPT / Claude) to help design your billing expression.": "このプロンプトをコピーしてLLM（ChatGPT / Claudeなど）に送り、課金式の設計を依頼してください。",
+    "Copy this token now. It will not be shown again.": "今すぐこのトークンをコピーしてください。再表示はできません。",
     "Copy to clipboard": "クリップボードにコピー",
     "Copy token": "トークンをコピー",
     "Copy URL": "URLをコピー",
@@ -1485,6 +1650,8 @@
     "Core Configuration": "コア設定",
     "Core Features": "主要機能",
     "Core pricing": "基本料金",
+    "Correct the invalid settings before saving.": "無効な設定を修正してから保存してください。",
+    "Correlation key": "Correlation key",
     "Cost": "コスト",
     "Cost = 10 × 0.3 = 3": "費用 = 10 × 0.3 = 3",
     "Cost = 10 × 0.8 = 8": "費用 = 10 × 0.8 = 8",
@@ -1501,6 +1668,7 @@
     "Count": "回数",
     "Count must be between {{min}} and {{max}}": "カウントは{{min}}から{{max}}の間である必要があります",
     "Counters and averages cover the period since the upstream metrics were initialized or reset.": "カウンターと平均値は、上流の指標が初期化またはリセットされてからの期間を対象とします。",
+    "Coverage {{sampled}}/{{total}} · inconclusive {{unclear}} · failed {{errors}}": "Coverage {{sampled}}/{{total}} · inconclusive {{unclear}} · failed {{errors}}",
     "Coze": "Coze",
     "CPU": "CPU",
     "CPU Threshold (%)": "CPU 閾値 (%)",
@@ -1508,7 +1676,9 @@
     "Create a copy of:": "コピーを作成:",
     "Create a key for your app or service": "アプリまたはサービス用のキーを作成",
     "Create a new user group to configure ratio overrides for.": "レートの上書きを設定するための新しいユーザーグループを作成します。",
+    "Create access token": "アクセストークンを作成",
     "Create account": "アカウントを作成",
+    "Create aliases for users": "ユーザー向けの別名を作成",
     "Create an account": "アカウントを作成",
     "Create an API key to unlock the real request": "実際のリクエストを使うには API キーを作成してください",
     "Create and review invite or credit codes.": "招待コードまたはクレジットコードを作成および確認。",
@@ -1540,15 +1710,22 @@
     "Create succeeded": "作成に成功しました",
     "Create Vendor": "ベンダーを作成",
     "Create your first group to reuse model, tag, or endpoint selections anywhere in the dashboard.": "ダッシュボードのどこでもモデル、タグ、またはエンドポイントの選択を再利用するために、最初のグループを作成します。",
+    "Create, edit, and delete API keys.": "API キーを作成、編集、削除します。",
+    "Create, edit, and delete deployments, and test connections.": "デプロイの作成、編集、削除と接続テストを行います。",
+    "Create, edit, and delete prefill groups.": "プリフィルグループを作成、編集、削除します。",
+    "Create, edit, and delete redemption codes.": "引き換えコードを作成、編集、削除します。",
+    "Create, edit, disable, and delete users, and reset their security settings.": "ユーザーの作成、編集、無効化、削除と、セキュリティ設定のリセットを行います。",
     "Create, revoke, and audit API tokens.": "APIトークンを作成、取り消し、監査。",
     "Created": "作成済み",
     "Created {{count}} redemption codes named {{name}} ({{quota}} each)": "{{count}} 件の引換コード {{name}} を作成しました（各 {{quota}}）",
+    "Created {{time}}": "作成日時 {{time}}",
     "Created a custom OAuth provider": "カスタム OAuth プロバイダーを作成しました",
     "Created a deployment": "デプロイメントを作成しました",
     "Created a model": "モデルを作成しました",
     "Created a prefill group": "プリフィルグループを作成しました",
     "Created a subscription plan": "サブスクリプションプランを作成しました",
     "Created a vendor": "ベンダーを作成しました",
+    "Created an access token": "アクセストークンを作成しました",
     "Created At": "作成日時",
     "Created channel {{name}} (type {{type}}, count {{count}})": "チャネル {{name}} を作成しました（タイプ {{type}}、数 {{count}}）",
     "Created user {{username}} (role {{role}})": "ユーザー {{username}} を作成しました（ロール {{role}}）",
@@ -1566,7 +1743,10 @@
     "Creem Payment": "Creem 決済",
     "Creem product ID from your Creem dashboard.": "Creem ダッシュボードから取得した Creem 製品 ID。",
     "Creem products must be a JSON array": "Creem 製品は JSON 配列でなければなりません",
+    "Creem webhook is not configured": "Creem Webhook が設定されていません",
+    "CreemProductId is not configured for this plan": "このプランには CreemProductId が設定されていません",
     "Cross-group": "グループ横断",
+    "Cross-group retry": "グループ横断リトライ",
     "Cumulative usage": "累積使用量",
     "Currency": "通貨",
     "Currency & Display": "通貨と表示",
@@ -1579,6 +1759,8 @@
     "Current email verification code": "現在のメールアドレスの確認コード",
     "Current email: {{email}}. Enter a new email to change.": "現在のメール: {{email}}。変更するには新しいメールアドレスを入力してください。",
     "Current exchange rate: 1 USD = {{rate}} {{currency}}": "現在の為替レート：1 USD = {{rate}} {{currency}}",
+    "Current interval: {{minutes}} minutes": "現在の間隔：{{minutes}}分",
+    "Current intervals: {{min}}–{{max}} minutes": "各チャネルの現在の間隔：{{min}}～{{max}}分",
     "Current key": "現在のキー",
     "Current key disable requested": "現在のキーの無効化を要求",
     "Current legacy JSON is invalid, cannot append": "現在の旧形式JSONが無効なため、追加できません",
@@ -1625,14 +1807,18 @@
     "Custom multipliers when specific user groups use specific token groups. Example: VIP users get 0.9x rate when using \"edit_this\" group tokens.": "特定のユーザーグループが特定のトークングループを使用する場合のカスタム乗数。例: VIPユーザーが「edit_this」グループトークンを使用する場合、0.9倍のレートが適用されます。",
     "Custom OAuth": "カスタム OAuth",
     "Custom OAuth Providers": "カスタムOAuthプロバイダー",
+    "Custom reset cycle must be greater than 0 seconds": "カスタムリセット周期は 0 秒より大きくする必要があります",
     "Custom Seconds": "カスタム秒数",
     "Custom sidebar section": "カスタムサイドバーセクション",
+    "Custom tag": "Custom tag",
     "Custom task plugin setting updated": "カスタムタスクプラグイン設定を更新しました",
     "Custom Time Range": "カスタム時間範囲",
     "Custom Zoom": "カスタムズーム",
+    "Customize pool": "Customize pool",
     "Customize sidebar display content": "サイドバーの表示内容をカスタマイズ",
     "Daily": "毎日",
     "Daily Check-in": "毎日のチェックイン",
+    "Daily check-in, received {{quota}}": "デイリーチェックイン、{{quota}} を獲得",
     "Daily token usage by model across the past few weeks": "過去数週間のモデル別日次トークン使用量",
     "Daily token usage by model across the past month": "過去 1 か月にわたるモデル別の日次トークン使用量",
     "Daily token usage by model over the past month": "過去1か月のモデル別日次トークン使用量",
@@ -1649,6 +1835,8 @@
     "Data retention": "データ保持",
     "Database": "データベース",
     "Database check": "データベース確認",
+    "Database connection failed": "データベースに接続できませんでした",
+    "Database error, please contact the administrator": "データベースエラーです。管理者に連絡してください",
     "Date and time when this announcement should be displayed": "このアナウンスが表示されるべき日時",
     "Date Range": "期間",
     "Day": "日",
@@ -1675,10 +1863,12 @@
     "Default Bearer": "既定の Bearer",
     "Default Collapse Sidebar": "デフォルトのサイドバー折りたたみ",
     "Default consumption chart": "デフォルトの消費チャート",
+    "Default group": "デフォルトグループ",
     "Default Max Tokens": "デフォルトの最大トークン",
     "Default model call chart": "デフォルトのモデル呼び出しチャート",
     "Default placeholder": "既定の代替アイコン",
     "Default range": "デフォルト範囲",
+    "Default reminder threshold": "デフォルトの通知しきい値",
     "Default Responses API version, if empty, will use the API version above": "デフォルトの応答APIバージョン。空の場合、上記のAPIバージョンが使用されます",
     "Default session lifetime (seconds)": "セッションの既定の有効期間（秒）",
     "Default system prompt for this channel": "このチャネルのデフォルトのシステムプロンプト",
@@ -1690,6 +1880,7 @@
     "Define API endpoints for this model (JSON format)": "このモデルのAPIエンドポイントを定義します (JSON形式)",
     "Define endpoint mappings for each provider.": "各プロバイダーごとにエンドポイントのマッピングを定義してください。",
     "Define per-group rules to add, remove, or append selectable groups for specific user groups.": "特定のユーザーグループに対して選択可能なグループを追加、削除、または追加するグループごとのルールを定義します。",
+    "Degraded": "Degraded",
     "Degraded performance recently": "最近パフォーマンスが低下しています",
     "Delete": "削除",
     "Delete (": "削除 (",
@@ -1735,6 +1926,7 @@
     "Delete plugin version?": "プラグインのバージョンを削除しますか？",
     "Delete Provider": "プロバイダーを削除",
     "Delete Request Header": "リクエストヘッダーを削除",
+    "Delete rule": "Delete rule",
     "Delete Rule": "ルールを削除",
     "Delete selected API keys": "選択したAPIキーを削除",
     "Delete selected channels": "選択したチャネルを削除",
@@ -1749,6 +1941,7 @@
     "Deleted": "削除済み",
     "Deleted \"{{name}}\"": "\"{{name}}\" を削除しました",
     "Deleted ({{id}})": "削除済み ({{id}})",
+    "Deleted {{count}} auto-disabled keys": "自動無効化された {{count}} 個のキーを削除しました",
     "Deleted {{count}} failed models": "失敗したモデルを {{count}} 個削除しました",
     "Deleted {{count}} historical system tasks": "システムタスク履歴を {{count}} 件削除しました",
     "Deleted {{count}} stale instances": "期限切れインスタンスを {{count}} 件削除しました",
@@ -1783,12 +1976,16 @@
     "Deployment logs": "デプロイログ",
     "Deployment Region": "デプロイリージョン",
     "Deployment Region *": "デプロイリージョン *",
+    "Deployment region cannot be empty": "デプロイリージョンは空にできません",
+    "Deployment region must be valid JSON, for example {{example}}": "デプロイリージョンは有効な JSON である必要があります。例：{{example}}",
+    "Deployment region must include a default field": "デプロイリージョンには default フィールドが必要です",
     "Deployment requested": "デプロイメントが要求されました",
     "Deployments": "デプロイ",
     "Deprecated": "非推奨",
     "Derives the request names your users call": "ユーザーが呼び出すリクエストモデル名を生成します",
     "Derives the upstream names sent to the provider": "上流に送信するモデル名を生成します",
     "Desc": "降順",
+    "Descending": "降順",
     "Describe": "説明",
     "Describe this model...": "このモデルを説明...",
     "Describe this vendor...": "このベンダーを説明...",
@@ -1805,7 +2002,12 @@
     "Detected database": "検出されたデータベース",
     "Detected high-risk status code redirect rules": "以下の高リスクステータスコードリダイレクトルールが検出されました：",
     "Detection complete: {{add}} to add, {{remove}} to remove": "検出完了：{{add}} 個追加、{{remove}} 個削除",
+    "Detection could not be completed. Only measured usage is charged.": "Detection could not be completed. Only measured usage is charged.",
+    "Detection details": "Detection details",
     "Detection failed": "Detection failed",
+    "Detection finished": "Detection finished",
+    "Detection in progress": "Detection in progress",
+    "Detection records reset": "Detection records reset",
     "Determines how this group is applied elsewhere.": "このグループが他の場所でどのように適用されるかを決定します。",
     "Deterministic sampling seed (best-effort)": "可能な限り再現性のあるサンプリングシード",
     "Developer Friendly": "開発者向け",
@@ -1827,12 +2029,14 @@
     "Disable selected channels": "選択したチャネルを無効にする",
     "Disable selected models": "選択したモデルを無効にする",
     "Disable store passthrough": "ストアパススルーを無効にする",
+    "Disable tag grouping to drag channels": "タグのグループ化を解除するとドラッグできます",
     "Disable task plugins?": "タスクプラグインを無効化しますか？",
     "Disable this key?": "このキーを無効にしますか？",
     "Disable threshold (seconds)": "無効化しきい値（秒）",
     "Disable Two-Factor Authentication": "二要素認証を無効にする",
     "disabled": "無効",
     "Disabled": "無効",
+    "Disabled {{count}} keys": "{{count}} 個のキーを無効にしました",
     "Disabled all channels with tag: {{tag}}": "タグ「{{tag}}」の全チャネルを無効にしました",
     "Disabled channels with tag {{tag}}": "タグ {{tag}} のチャネルを無効化しました",
     "Disabled globally": "全体で無効",
@@ -1847,6 +2051,7 @@
     "Discard unsaved changes?": "未保存の変更を破棄しますか？",
     "Disclaimer: Personal use only. Do not distribute or share any credentials. This channel has prerequisites and requires prior setup; use it only if you understand the flow and risks, and comply with OpenAI's terms and policies. Credentials and configuration are for Codex CLI integration only, and are not intended for any other client, platform, or channel.": "免責事項：個人利用に限ります。認証情報を配布・共有しないでください。このチャネルには前提条件があり、事前の設定が必要です。手順とリスクを理解した上で利用し、OpenAI の利用規約および関連ポリシーを遵守してください。認証情報と設定は Codex CLI 連携専用であり、他のクライアント、プラットフォーム、またはチャネルでは利用できません。",
     "Discord": "Discord",
+    "Discord ID is empty!": "Discord ID が空です！",
     "Discount": "特典",
     "Discount map by recharge amount (JSON object)": "リチャージ額による割引マップ（JSONオブジェクト）",
     "Discount Rate": "割引率",
@@ -1879,6 +2084,7 @@
     "Display name shown to users.": "ユーザーに表示される表示名。",
     "Display Options": "表示オプション",
     "Display policy": "表示設定",
+    "Display settings saved": "Display settings saved",
     "Display Token Statistics": "トークン統計を表示",
     "Displayed": "表示中",
     "Displayed in": "表示単位",
@@ -1898,16 +2104,23 @@
     "Domain Filter Mode": "ドメインフィルターモード",
     "Don't have an account?": "アカウントをお持ちでないですか？",
     "Done": "完了",
+    "Doubao": "Doubao",
     "Doubao custom API address editing unlocked": "豆包カスタムAPI アドレス編集がアンロックされました",
-    "DoubaoVideo": "DoubaoVideo",
     "Double check the configuration below. Your system will be locked until initialization is complete.": "下記の設定を再確認してください。初期化が完了するまでシステムはロックされます。",
     "Downgrade Group": "ダウングレードグループ",
+    "Downgrade group does not exist": "ダウングレードグループが存在しません",
+    "Downgrade rate · last 6 hours": "Downgrade rate · last 6 hours",
     "Downgrade to pre-purchase group": "購入前のグループにダウングレード",
     "Downgrade to this group after the subscription expires": "サブスクリプションの有効期限が切れた後、このグループにダウングレードします",
     "Download": "ダウンロード",
     "Drag {{group}} to reorder": "{{group}} をドラッグして並べ替え",
+    "Drag mode": "ドラッグモード",
+    "Drag mode help": "ドラッグモードの使い方",
+    "Drag the handle to move a channel.": "ハンドルをドラッグしてチャネルを移動します。",
+    "Drag to change priority. Use arrow keys to move, Escape to cancel.": "ドラッグで優先度を変更。矢印キーで移動、Esc でキャンセル。",
     "Drag to move": "ドラッグして移動",
     "Drag to resize": "ドラッグしてサイズ変更",
+    "Drag to set channel priority": "ドラッグでチャネルの優先度を変更",
     "Draw": "描画",
     "Drawing": "画像生成",
     "Drawing logs": "描画ログ",
@@ -1915,6 +2128,9 @@
     "Drawing task polling": "描画タスクのポーリング",
     "Drawing task records": "描画タスク記録",
     "Drop a JavaScript plugin file here": "JavaScript プラグインファイルをここにドロップ",
+    "Drop at an edge to create a different priority.": "端にドロップすると別の優先度が作成されます。",
+    "Drop between tiers to change priority, or in the center to join a tier": "優先度を変えるには段階の間、同じ段階にするには中央にドロップ",
+    "Drop in the center to use the same priority.": "中央にドロップすると同じ優先度になります。",
     "Dry run result": "ドライラン結果",
     "Duplicate": "複製",
     "Duplicate group names: {{names}}": "重複するグループ名: {{names}}",
@@ -1967,6 +2183,7 @@
     "e.g., https://ark.cn-beijing.volces.com": "例: https://ark.cn-beijing.volces.com",
     "e.g., https://docs-test-001.openai.azure.com": "例: https://docs-test-001.openai.azure.com",
     "e.g., https://fastgpt.run/api/openapi": "例: https://fastgpt.run/api/openapi",
+    "e.g., my-project-123": "例: my-project-123",
     "e.g., OpenAI GPT-4 Production": "例： OpenAI GPT -4 Production",
     "e.g., preview": "例: preview",
     "e.g., prod_xxx": "例: prod_xxx",
@@ -1975,6 +2192,8 @@
     "e.g., us-central1 or JSON format for model-specific regions": "例: us-central1 またはモデル固有のリージョンを示す JSON 形式",
     "e.g., v2.1": "例: v2.1",
     "Each backup code can only be used once.": "各バックアップコードは1回しか使用できません。",
+    "Each consumed attempt is charged independently at the requested model price and its actual group ratio. The total below is a summary, not another charge.": "Each consumed attempt is charged independently at the requested model price and its actual group ratio. The total below is a summary, not another charge.",
+    "Each consumed attempt is charged independently, including rejected results.": "Each consumed attempt is charged independently, including rejected results.",
     "Each item must be an object with a single key-value pair.": "各項目は単一のキーと値のペアを持つオブジェクトでなければなりません。",
     "Each item must have exactly one key-value pair.": "各項目には正確に 1 つのキーと値のペアが必要です。",
     "Each line represents one keyword. Leave blank to disable the list but keep the switch states.": "各行は1つのキーワードを表します。リストを無効にするが、スイッチの状態を維持するには、空白のままにしてください。",
@@ -1989,6 +2208,7 @@
     "Earnings": "収益",
     "Edit": "編集",
     "Edit {{title}}": "{{title}}を編集",
+    "Edit access token": "アクセストークンを編集",
     "Edit all channels with tag:": "タグを持つすべてのチャネルを編集:",
     "Edit Announcement": "お知らせを編集",
     "Edit API Shortcut": "API ショートカットを編集",
@@ -1998,18 +2218,16 @@
     "Edit chat preset": "チャットプリセットを編集",
     "Edit discount tier": "割引ティアを編集",
     "Edit FAQ": "FAQ を編集",
-    "Enable passthrough": "パススルーを有効にする",
-    "Enable request body passthrough?": "リクエストボディのパススルーを有効にしますか？",
-    "Enable request header passthrough?": "リクエストヘッダーのパススルーを有効にしますか？",
-    "Enable session affinity": "セッション維持を有効にする",
     "Edit group": "グループを編集",
     "Edit group rate limit": "グループレート制限を編集",
+    "Edit group settings as JSON. Changes are shared with the visual editor.": "グループ設定を JSON で編集します。変更はビジュアルエディターと同期されます。",
     "Edit JSON object directly. Suitable for simple parameter overrides.": "JSONオブジェクトを直接編集します。シンプルなパラメータオーバーライドに適しています。",
     "Edit JSON text directly. Format will be validated on save.": "JSONテキストを直接編集します。保存時にフォーマットが検証されます。",
     "Edit mapping": "マッピングを編集",
     "Edit model": "モデルを編集",
     "Edit Model": "モデルを編集",
     "Edit model pricing": "モデル料金を編集",
+    "Edit models and vendors, and sync them from upstream.": "モデルとプロバイダーを編集し、アップストリームから同期します。",
     "Edit non-sensitive settings such as models, groups, and routing rules.": "モデル、グループ、ルーティングルールなどの非機密設定を編集します。",
     "Edit OAuth Provider": "OAuthプロバイダーを編集",
     "Edit payment method": "決済方法を編集",
@@ -2029,18 +2247,25 @@
     "Editor mode": "エディターモード",
     "Education": "教育",
     "Effective icon": "適用されるアイコン",
+    "Eicy relay status": "Eicy relay status",
+    "Eligible candidate": "Eligible candidate",
     "Email": "メールアドレス",
     "Email (required for verification)": "メールアドレス（認証に必須）",
+    "Email & Notifications": "メールと通知",
     "Email Address": "メールアドレス",
+    "Email address is already in use": "このメールアドレスは既に使用されています",
     "Email Alias Restriction": "メールエイリアスの制限",
     "Email bound successfully!": "メールが正常に紐付けられました！",
     "Email confirmation code resend": "メール確認コードの再送信",
     "Email Domain Restriction": "メールドメインの制限",
     "Email Domain Whitelist": "メールドメインのホワイトリスト",
     "Email Field": "メールフィールド",
+    "Email is empty!": "メールアドレスが空です！",
+    "Email or password is empty!": "メールアドレスまたはパスワードが空です！",
     "Email Verification": "メール認証",
     "Email verification code is incorrect.": "メールの確認コードが正しくありません。",
     "Email verification has ended. Start again to continue.": "メール認証は終了しました。続行するにはやり直してください。",
+    "Email verification is enabled, please enter email address and verification code": "メール認証が有効です。メールアドレスと確認コードを入力してください",
     "Email, summarisation, knowledge work": "メール・要約・ナレッジワーク",
     "Embeddings": "埋め込み",
     "Empty": "空",
@@ -2049,6 +2274,7 @@
     "Enable {{parameter}}": "{{parameter}}を有効化",
     "Enable 2FA": "2FA を有効にする",
     "Enable All": "すべて有効にする",
+    "Enable Astra auto-switch?": "Enable Astra auto-switch?",
     "Enable check-in feature": "チェックイン機能を有効にする",
     "Enable custom task plugins": "カスタムタスクプラグインを有効化",
     "Enable Data Dashboard": "データダッシュボードを有効にする",
@@ -2070,16 +2296,18 @@
     "Enable or disable this channel": "このチャネルを有効または無効にする",
     "Enable or disable this model": "このモデルを有効または無効にする",
     "Enable Passkey": "Passkeyを有効にする",
+    "Enable passthrough": "パススルーを有効にする",
     "Enable Performance Monitoring": "パフォーマンス監視を有効にする",
     "Enable plugin {{key}}": "プラグイン {{key}} を有効化",
     "Enable plugin?": "プラグインを有効にしますか？",
     "Enable rate limiting": "レート制限を有効にする",
+    "Enable request body passthrough?": "リクエストボディのパススルーを有効にしますか？",
+    "Enable request header passthrough?": "リクエストヘッダーのパススルーを有効にしますか？",
     "Enable Request Passthrough": "リクエストパススルーを有効にする",
     "Enable Responses WebSocket": "Responses WebSocket を有効化",
-    "Validate Astra upstream model": "Validate Astra upstream model",
-    "Reject a Responses result when the upstream declares a model other than gpt-6-astra. Enabled by default; disable only for an intentional mapping.": "Reject a Responses result when the upstream declares a model other than gpt-6-astra. Enabled by default; disable only for an intentional mapping.",
     "Enable selected channels": "選択したチャネルを有効にする",
     "Enable selected models": "選択したモデルを有効にする",
+    "Enable session affinity": "セッション維持を有効にする",
     "Enable SSL/TLS": "SSL/TLSを有効にする",
     "Enable SSRF Protection": "SSRF保護を有効にする",
     "Enable STARTTLS": "STARTTLSを有効にする",
@@ -2102,7 +2330,10 @@
     "Enable when the upstream needs client information from Codex or Claude Code headers; may expose client information": "上流が Codex や Claude Code などのクライアントヘッダー情報を必要とする場合に有効化。クライアント情報が公開される可能性があります",
     "Enable when the upstream needs information from clients such as Codex or Claude Code, including User-Agent, client version or session headers. Usually leave this off.": "上流が Codex や Claude Code などのクライアント情報を必要とする場合に有効にします。対象は User-Agent、クライアントのバージョン、セッションヘッダーなどです。通常は無効のままにしてください。",
     "Enabled": "有効",
+    "Enabled {{count}} keys": "{{count}} 個のキーを有効にしました",
     "Enabled all channels with tag: {{tag}}": "タグ「{{tag}}」の全チャネルを有効にしました",
+    "Enabled by default for gpt-6-astra. Keep the last valid fingerprint and pelican conclusions until recovery or reset. Failed checks do not clear them.": "Enabled by default for gpt-6-astra. Keep the last valid fingerprint and pelican conclusions until recovery or reset. Failed checks do not clear them.",
+    "Enabled by default for gpt-6-astra. Keep the last valid fingerprint and vision conclusions until recovery or reset. Failed checks do not clear them.": "Enabled by default for gpt-6-astra. Keep the last valid fingerprint and vision conclusions until recovery or reset. Failed checks do not clear them.",
     "Enabled channels with tag {{tag}}": "タグ {{tag}} のチャネルを有効化しました",
     "Enabled Status": "有効ステータス",
     "Enabled two-factor authentication": "二要素認証を有効にしました",
@@ -2119,6 +2350,8 @@
     "Endpoint": "エンドポイント",
     "Endpoint config": "エンドポイント設定",
     "Endpoint Configuration": "エンドポイント設定",
+    "Endpoint probe": "Endpoint probe",
+    "Endpoint status": "Endpoint status",
     "Endpoint Type": "エンドポイントタイプ",
     "Endpoint, provider-specific settings, and credentials.": "エンドポイント、プロバイダー固有の設定、認証情報。",
     "Endpoint:": "エンドポイント:",
@@ -2137,6 +2370,7 @@
     "Enter a positive integer": "正の整数を入力してください",
     "Enter a positive or negative amount to adjust the quota": "クォータを調整するために正または負の値を入力してください",
     "Enter a react-icons component name. Invalid names show no icon.": "react-icons のコンポーネント名を入力してください。無効な名前はアイコンを表示しません。",
+    "Enter a rule to preview mappings.": "ルールを入力するとマッピングが表示されます。",
     "Enter a valid condition value.": "有効な条件値を入力してください。",
     "Enter a valid email or leave blank": "有効なメールアドレスを入力するか空白にしてください",
     "Enter a value and press Enter": "値を入力してEnterを押してください",
@@ -2183,8 +2417,6 @@
     "Enter password (8-20 characters)": "パスワードを入力 (8～20文字)",
     "Enter password (8–128 characters)": "パスワードを入力（8～128文字）",
     "Enter previous domains, one per line, without a protocol, port or path. Different ports on the same domain do not need compatible domains.": "以前のドメインを1行に1つ入力し、プロトコル、ポート、パスは含めないでください。同じドメインでポートのみが異なる場合、互換ドメインへの追加は不要です。",
-    "Entries configured in Request Header Override still take priority": "リクエストヘッダー上書きで設定した項目が引き続き優先されます",
-    "Excludes the first attempt. Counted per group.": "初回を除く、グループごとの回数です。",
     "Enter previous Passkey domains, one per line. Existing Passkeys can still verify with these domains; new Passkeys use the primary domain.": "以前のパスキードメインを1行に1つ入力してください。既存のパスキーはこれらのドメインで引き続き認証でき、新しいパスキーはメインドメインを使用します。",
     "Enter quota in {{currency}}": "{{currency}} でクォータを入力",
     "Enter quota in tokens": "トークン単位でクォータを入力",
@@ -2199,6 +2431,7 @@
     "Enter the 6-digit Time-based One-Time Password or 8-character backup code from your authenticator app.": "認証アプリからの6桁のワンタイムパスワードまたは8文字のバックアップコードを入力してください。",
     "Enter the complete URL, supports": "完全なURLを入力、サポート",
     "Enter the Coze agent ID": "CozeエージェントIDを入力",
+    "Enter the Discovery URL or Issuer URL first": "先に Discovery URL または Issuer URL を入力してください",
     "Enter the full URL of your Gotify server": "Gotifyサーバーの完全なURLを入力",
     "Enter the knowledge base ID": "ナレッジベースIDを入力",
     "Enter the path before /suno, usually just the domain": "/suno の前のパスを入力してください。通常はドメインのみです",
@@ -2206,7 +2439,6 @@
     "Enter the quota amount in tokens": "トークン単位でクォータ額を入力",
     "Enter the verification code": "確認コードを入力",
     "Enter the website domain, such as example.com.": "サイトのドメイン（例：example.com）を入力します。",
-    "Enter threshold": "しきい値を入力",
     "Enter token counts to preview the estimated cost (excluding group multipliers).": "トークン数を入力して、推定コストを表示します（グループ倍率は除く）。",
     "Enter URL...": "URLを入力...",
     "Enter username": "ユーザー名を入力",
@@ -2220,6 +2452,7 @@
     "Enter your username or email": "ユーザー名またはメールアドレスを入力",
     "Enterprise Account": "エンタープライズアカウント",
     "Enterprise-grade security with comprehensive permission management": "包括的な権限管理を備えたエンタープライズグレードのセキュリティ",
+    "Entries configured in Request Header Override still take priority": "リクエストヘッダー上書きで設定した項目が引き続き優先されます",
     "Entrypoint (space separated)": "Entrypoint (スペース区切り)",
     "Enum": "列挙",
     "Enum values": "列挙値",
@@ -2244,30 +2477,43 @@
     "Error Type (optional)": "エラータイプ（任意）",
     "Estimated cost": "推定コスト",
     "Estimated quota cost": "想定クォートコスト",
+    "Estimated usage": "Estimated usage",
     "Evaluate fields from the provider user info response. Conditions and nested groups use and/or logic.": "プロバイダーのユーザー情報レスポンスのフィールドを評価します。条件とネストしたグループでは and/or ロジックを使用します。",
     "Event": "イベント",
+    "Every {{minutes}} minutes": "Every {{minutes}} minutes",
+    "Every {{minutes}} minutes · 3 probes per channel": "Every {{minutes}} minutes · 3 probes per channel",
+    "Every 15 minutes": "Every 15 minutes",
+    "Every 30 minutes · 3 probes per channel": "Every 30 minutes · 3 probes per channel",
+    "Every 30 minutes, one work per Astra channel.": "Every 30 minutes, one work per Astra channel.",
     "Every group name in the pricing table can be used in two places: on a user (the user group, assigned by admins) and on a token (the token group, chosen when creating the token). Same name pool, two different jobs.": "料金表の各グループ名は2つの場所で使えます。ユーザー側（ユーザーグループ、管理者が割り当て）とトークン側（トークングループ、トークン作成時に選択）です。同じ名前プールで、役割は2つです。",
     "Every other device will lose access immediately. This device will remain signed in.": "他のすべてのデバイスは直ちにアクセスできなくなります。このデバイスはログイン状態を維持します。",
     "Everything configured for this group, in one place.": "このグループのすべての設定を一か所で確認できます。",
     "Exact": "完全一致",
     "Exact Match": "完全一致",
     "Exact match only and case-sensitive. Prefixes, regex, and * wildcards are not supported.": "完全一致のみで、大文字と小文字も区別します。プレフィックス、正規表現、* ワイルドカードは使えません。",
+    "Exact model names only. Preferred groups run before the remaining pool. A successful session binding takes precedence.": "Exact model names only. Preferred groups run before the remaining pool. A successful session binding takes precedence.",
     "Example": "サンプル",
     "Example (all channels):": "例（全チャネル）：",
     "Example (specific channels):": "例（特定チャネル）：",
     "Example price": "例の価格",
     "Example spec": "例の仕様",
     "Example:": "例:",
+    "Example: users call gpt-4o; upstream receives gpt-4o-all.": "例：ユーザーは gpt-4o を指定し、上流は gpt-4o-all を受信します。",
     "example.com&#10;blocked-site.com": "example.com &#10;blocked-site.com",
     "example.com&#10;company.com": "example.com &#10;company.com",
     "Excellent": "優秀",
     "Exchange rate is required": "為替レートは必須です",
     "Exchange rate must be greater than 0": "為替レートは 0 より大きくする必要があります",
+    "Excluded by priority": "Excluded by priority",
+    "Excluded groups are never used by automatic grouping, including retries. If no groups remain, the request fails.": "自動グループ選択では、再試行時も除外したグループを使用しません。利用できるグループが残っていない場合、リクエストは失敗します。",
+    "Excludes the first attempt. Counted per group.": "初回を除く、グループごとの回数です。",
     "Execute code in a sandbox during the response": "応答中にサンドボックスでコードを実行",
     "Executor": "実行ノード",
     "Exhausted": "使い切り",
     "Existing account will be reused": "既存のアカウントが再利用されます",
+    "Existing API keys keep Astra auto-switch enabled; new keys default to off. Rejected results still incur usage charges, and every additional upstream attempt is charged separately. You can change this setting for each API key.": "Existing API keys keep Astra auto-switch enabled; new keys default to off. Rejected results still incur usage charges, and every additional upstream attempt is charged separately. You can change this setting for each API key.",
     "Existing Models ({{count}})": "既存のモデル ({{count}})",
+    "Existing models: select fields to replace their current values with the values on the right. Unselected fields stay unchanged.": "既存モデル：更新する項目を選ぶと、現在の値が右側の値に置き換わります。未選択の項目は変更されません。",
     "Existing Passkeys remain tied to the old domain and may stop working. Keep the old domain to preserve access, or confirm only if you have a recovery plan.": "既存のパスキーは旧ドメインに紐づいたままのため、使えなくなる可能性があります。アクセスを維持するには旧ドメインを保持し、復旧手段がある場合のみ変更を確定してください。",
     "Exists": "存在",
     "Expand": "展開",
@@ -2276,15 +2522,22 @@
     "Expected a JSON array of group identifiers": "グループ識別子の JSON 配列が必要です",
     "Expected a JSON array.": "JSON 配列が必要です。",
     "Experiment with prompts and models in real time.": "プロンプトとモデルをリアルタイムで実験する。",
+    "Experimental behavioral samples, not proof of model identity. Luna-like inconclusive rounds count as suspected downgrades; other inconclusive and failed rounds are excluded. Samples do not verify individual customer requests.": "Experimental behavioral samples, not proof of model identity. Luna-like inconclusive rounds count as suspected downgrades; other inconclusive and failed rounds are excluded. Samples do not verify individual customer requests.",
+    "Expiration": "有効期限",
     "Expiration Time": "有効期限",
+    "Expiration time cannot be earlier than current time": "有効期限を現在時刻より前にすることはできません",
     "expired": "期限切れ",
     "Expired": "有効期限切れ",
     "Expired at": "有効期限",
     "Expired time cannot be earlier than current time": "有効期限は現在時刻より早く設定できません",
     "Expires": "有効期限",
+    "Expires {{time}}": "{{time}} に期限切れ",
     "Expires at": "有効期限",
     "Expires in": "期限まで",
+    "Export": "エクスポート",
+    "Export logs": "ログをエクスポート",
     "Export snapshot": "スナップショットを出力",
+    "Exported {{count}} logs": "{{count}} 件のログをエクスポートしました",
     "Expose ratio API": "倍率APIを公開",
     "Exposes the pricing/models catalog in the top navigation.": "価格/モデルカタログをトップナビゲーションに表示します。",
     "Expression": "式",
@@ -2327,6 +2580,7 @@
     "Failed to bind email": "メールのバインドに失敗しました",
     "Failed to change password": "パスワードの変更に失敗しました",
     "Failed to check for updates": "更新の確認に失敗しました",
+    "Failed to check user bindings, please try again later": "ユーザーの連携状況を確認できませんでした。しばらくしてから再試行してください",
     "Failed to clean logs": "ログのクリーンアップに失敗しました",
     "Failed to complete order": "注文の完了に失敗しました",
     "Failed to complete Passkey login": "Passkeyログインの完了に失敗しました",
@@ -2334,15 +2588,25 @@
     "Failed to contact GitHub releases API": "GitHub Releases API に接続できませんでした",
     "Failed to copy": "コピーに失敗しました",
     "Failed to copy channel": "チャネルのコピーに失敗しました",
+    "Failed to copy channel. Please try again later": "チャネルのコピーに失敗しました。後でもう一度お試しください",
     "Failed to copy keys": "キーのコピーに失敗しました",
     "Failed to copy model names": "モデル名のコピーに失敗しました",
     "Failed to copy to clipboard": "クリップボードにコピーできませんでした",
+    "Failed to count channel types. Please try again later": "チャネル種別の集計に失敗しました。後でもう一度お試しください",
+    "Failed to count channels. Please try again later": "チャネル数の取得に失敗しました。後でもう一度お試しください",
+    "Failed to count tags. Please try again later": "タグ数の取得に失敗しました。後でもう一度お試しください",
     "Failed to create account": "アカウントの作成に失敗しました",
     "Failed to create API key": "APIキーの作成に失敗しました",
     "Failed to create channel": "チャネルの作成に失敗しました",
+    "Failed to create default token": "デフォルトトークンの作成に失敗しました",
     "Failed to create deployment": "デプロイの作成に失敗しました",
+    "Failed to create order": "注文の作成に失敗しました",
     "Failed to create provider": "プロバイダーの作成に失敗しました",
     "Failed to create redemption code": "引き換えコードの作成に失敗しました",
+    "Failed to create redemption code, please try again later": "引き換えコードの作成に失敗しました。しばらくしてから再試行してください",
+    "Failed to create the administrator account: {{error}}": "管理者アカウントの作成に失敗しました: {{error}}",
+    "Failed to create the Discovery request: {{error}}": "Discovery リクエストの作成に失敗しました: {{error}}",
+    "Failed to create the plan product": "プラン商品の作成に失敗しました",
     "Failed to create user": "ユーザーの作成に失敗しました",
     "Failed to delete {{count}} model(s)": "{{count}} 個のモデルの削除に失敗しました",
     "Failed to delete {{count}} redemption codes": "{{count}} 件の引き換えコードを削除できませんでした",
@@ -2370,22 +2634,43 @@
     "Failed to enable channels": "チャネルの有効化に失敗しました",
     "Failed to enable model": "モデルの有効化に失敗しました",
     "Failed to enable tag channels": "タグチャネルの有効化に失敗しました",
+    "Failed to encode Vertex AI key JSON: {{error}}": "Vertex AI キーの JSON エンコードに失敗しました：{{error}}",
+    "Failed to export logs": "ログのエクスポートに失敗しました",
     "Failed to fetch channel key": "チャネルキーの取得に失敗しました",
+    "Failed to fetch channel. Please try again later": "チャネル情報の取得に失敗しました。後でもう一度お試しください",
+    "Failed to fetch channels with this tag. Please try again later": "このタグのチャネルの取得に失敗しました。後でもう一度お試しください",
+    "Failed to fetch channels. Please try again later": "チャネル一覧の取得に失敗しました。後でもう一度お試しください",
     "Failed to fetch checkin status": "チェックインステータスの取得に失敗しました",
     "Failed to fetch deployment details": "デプロイメント詳細の取得に失敗しました",
     "Failed to fetch models": "モデルの取得に失敗しました",
+    "Failed to fetch models: {{error}}": "モデル一覧の取得に失敗しました：{{error}}",
     "Failed to fetch OIDC configuration. Please check the URL and network status": "OIDC構成の取得に失敗しました。URLとネットワーク状態を確認してください",
+    "Failed to fetch Ollama version: {{error}}": "Ollama のバージョン取得に失敗しました：{{error}}",
     "Failed to fetch reset credit details": "リセット回数の詳細取得に失敗しました",
+    "Failed to fetch reset credit details. Please try again later": "リセット回数の詳細の取得に失敗しました。後でもう一度お試しください",
+    "Failed to fetch tags. Please try again later": "タグの取得に失敗しました。後でもう一度お試しください",
+    "Failed to fetch the catalog": "カタログの取得に失敗しました",
+    "Failed to fetch the Discovery configuration: {{error}}": "Discovery 設定の取得に失敗しました: {{error}}",
+    "Failed to fetch the product list": "商品一覧の取得に失敗しました",
     "Failed to fetch upstream prices": "上流価格の取得に失敗しました",
     "Failed to fetch upstream ratios": "アップストリーム比率の取得に失敗しました",
     "Failed to fetch usage": "利用状況の取得に失敗しました",
+    "Failed to fetch usage. Please try again later": "使用量の取得に失敗しました。後でもう一度お試しください",
     "Failed to fetch user information": "ユーザー情報の取得に失敗しました",
     "Failed to fix abilities": "チャネル整合性の修復に失敗しました",
+    "Failed to generate default token": "デフォルトトークンの生成に失敗しました",
     "Failed to generate token": "トークンの生成に失敗しました",
+    "Failed to get the channel information. Please contact the administrator": "チャネル情報の取得に失敗しました。管理者に連絡してください",
+    "Failed to get the token count": "トークン数の取得に失敗しました",
+    "Failed to get the user group": "ユーザーグループの取得に失敗しました",
+    "Failed to get token from {{provider}}, please check settings": "{{provider}} からトークンを取得できませんでした。設定を確認してください",
+    "Failed to get user information": "ユーザー情報の取得に失敗しました",
     "Failed to hide model from model square": "モデル広場で非表示にできませんでした",
     "Failed to initialize OAuth": "OAuthの初期化に失敗しました",
     "Failed to initialize system": "システムの初期化に失敗しました",
+    "Failed to initialize the system: {{error}}": "システムの初期化に失敗しました: {{error}}",
     "Failed to load": "読み込みに失敗しました",
+    "Failed to load access tokens": "アクセストークンを読み込めませんでした",
     "Failed to load API keys": "APIキーの読み込みに失敗しました",
     "Failed to load artifacts": "成果物の読み込みに失敗しました",
     "Failed to load audit records": "監査記録の読み込みに失敗しました",
@@ -2411,19 +2696,28 @@
     "Failed to load setup status": "セットアップ状態の読み込みに失敗しました",
     "Failed to load SGLang status": "SGLang の状態を読み込めませんでした",
     "Failed to load tag data": "タグデータの読み込みに失敗しました",
-    "Failed to load token status": "トークン状態の読み込みに失敗しました",
     "Failed to load users": "ユーザーの読み込みに失敗しました",
     "Failed to load vendor": "プロバイダーを読み込めませんでした",
     "Failed to load vendors": "ベンダーの読み込みに失敗しました",
     "Failed to load vLLM status": "vLLM の状態を読み込めませんでした",
+    "Failed to parse appended keys: {{error}}": "追加するキーの解析に失敗しました：{{error}}",
+    "Failed to parse credentials. Please check the channel configuration": "認証情報の解析に失敗しました。チャネル設定を確認してください",
     "Failed to parse group items": "グループアイテムの解析に失敗しました",
     "Failed to parse JSON file: {{name}}": "JSONファイルの解析に失敗しました： __ PH_0 __",
+    "Failed to parse the Discovery configuration: {{error}}": "Discovery 設定の解析に失敗しました: {{error}}",
+    "Failed to parse tool price \"{{name}}\": {{error}}": "ツール価格「{{name}}」の解析に失敗しました：{{error}}",
+    "Failed to parse tool prices: {{error}}": "ツール価格の解析に失敗しました：{{error}}",
     "Failed to prepare pricing conversion": "料金の変換を準備できませんでした",
     "Failed to preview metadata": "メタデータのプレビューに失敗しました",
     "Failed to preview vendor changes": "プロバイダー変更をプレビューできませんでした",
     "Failed to query balance": "残高の取得に失敗しました",
+    "Failed to query channels": "チャネルの照会に失敗しました",
+    "Failed to query logs": "ログの取得に失敗しました",
+    "Failed to query statistics": "統計データの取得に失敗しました",
+    "Failed to query the upstream task status": "上流タスクの状態を取得できませんでした",
     "Failed to refresh cache stats": "キャッシュ統計の更新に失敗",
     "Failed to refresh credential": "認証情報の更新に失敗しました",
+    "Failed to refresh credentials. Please try again later": "認証情報の更新に失敗しました。後でもう一度お試しください",
     "Failed to regenerate backup codes": "バックアップコードの再生成に失敗しました",
     "Failed to register Passkey": "Passkeyの登録に失敗しました",
     "Failed to remove Passkey": "パスキーの削除に失敗しました",
@@ -2432,23 +2726,33 @@
     "Failed to reset model ratios": "モデル比率のリセットに失敗しました",
     "Failed to reset Passkey": "パスキーのリセットに失敗しました",
     "Failed to reset usage": "使用量のリセットに失敗しました",
+    "Failed to reset usage. Please try again later": "使用量のリセットに失敗しました。後でもう一度お試しください",
     "Failed to revoke token": "トークンの取り消しに失敗しました",
     "Failed to save": "保存に失敗",
     "Failed to save announcements": "お知らせの保存に失敗しました",
     "Failed to save API info": "API情報の保存に失敗しました",
+    "Failed to save backup codes": "バックアップコードの保存に失敗しました",
+    "Failed to save configuration": "設定の保存に失敗しました",
     "Failed to save FAQ": "FAQの保存に失敗しました",
     "Failed to save model pricing": "モデル料金の保存に失敗しました",
+    "Failed to save the demo site mode setting: {{error}}": "デモサイトモードの設定を保存できませんでした: {{error}}",
+    "Failed to save the self-use mode setting: {{error}}": "自己利用モードの設定を保存できませんでした: {{error}}",
     "Failed to save Uptime Kuma groups": "Uptime Kumaグループの保存に失敗しました",
     "Failed to search API keys": "APIキーの検索に失敗しました",
     "Failed to search redemption codes": "引き換えコードの検索に失敗しました",
+    "Failed to search tokens": "トークンの検索に失敗しました",
+    "Failed to search top-up records": "チャージ履歴の検索に失敗しました",
     "Failed to search users": "ユーザーの検索に失敗しました",
     "Failed to send reset email": "リセットメールの送信に失敗しました",
     "Failed to send verification code": "認証コードの送信に失敗しました",
     "Failed to send verification email": "確認メールの送信に失敗しました",
     "Failed to set tag": "タグの設定に失敗しました",
+    "Failed to set the audio completion ratio: {{error}}": "音声補完倍率の設定に失敗しました：{{error}}",
+    "Failed to set the audio ratio: {{error}}": "音声倍率の設定に失敗しました：{{error}}",
+    "Failed to set the cache creation ratio: {{error}}": "キャッシュ作成倍率の設定に失敗しました：{{error}}",
+    "Failed to set the image ratio: {{error}}": "画像倍率の設定に失敗しました：{{error}}",
     "Failed to setup 2FA": "2FA の設定に失敗しました",
     "Failed to show model in model square": "モデル広場に表示できませんでした",
-    "Fill a CLI template or add a blank rule.": "CLI テンプレートを使うか、空のルールを追加してください。",
     "Failed to sign out other sessions": "他のセッションのサインアウトに失敗しました",
     "Failed to sign out session": "セッションのサインアウトに失敗しました",
     "Failed to start {{provider}} login": "{{provider}} ログインの開始に失敗しました",
@@ -2458,6 +2762,7 @@
     "Failed to start OIDC login": "OIDCログインの開始に失敗しました",
     "Failed to start Passkey login": "Passkeyログインの開始に失敗しました",
     "Failed to start Passkey registration": "パスキー登録の開始に失敗しました",
+    "Failed to start payment": "支払いを開始できませんでした",
     "Failed to start Telegram binding": "Telegram 連携の開始に失敗しました",
     "Failed to start testing all channels": "すべてのチャネルのテストを開始できませんでした",
     "Failed to start verification": "認証の開始に失敗しました",
@@ -2489,10 +2794,16 @@
     "Fallback route": "フォールバックルート",
     "Fallback tier": "フォールバック段階",
     "FAQ": "FAQ",
+    "FAQ #{{index}} answer cannot exceed 1000 characters": "FAQ #{{index}} の回答は 1000 文字以内にしてください",
+    "FAQ #{{index}} is missing the answer field": "FAQ #{{index}} に回答フィールドがありません",
+    "FAQ #{{index}} is missing the question field": "FAQ #{{index}} に質問フィールドがありません",
+    "FAQ #{{index}} question cannot exceed 200 characters": "FAQ #{{index}} の質問は 200 文字以内にしてください",
     "FAQ added. Click \"Save Settings\" to apply.": "FAQ が追加されました。「設定を保存」をクリックして適用してください。",
+    "FAQ cannot exceed 100 entries": "FAQ は 100 件までです",
     "FAQ deleted. Click \"Save Settings\" to apply.": "FAQ が削除されました。「設定を保存」をクリックして適用してください。",
     "FAQ saved successfully": "FAQ が正常に保存されました",
     "FAQ updated. Click \"Save Settings\" to apply.": "FAQ が更新されました。「設定を保存」をクリックして適用してください。",
+    "Fast response first": "Fast response first",
     "FastGPT": "FastGPT",
     "Feature in development": "開発中の機能です",
     "Fee": "手数料",
@@ -2506,6 +2817,7 @@
     "Fetched {{count}} model(s) from upstream": "上流から {{count}} 個のモデルを取得しました",
     "Fetched {{count}} models": "{{count}} 個のモデルを取得しました",
     "Fetched in your browser and placed in the source field below for review. GitHub and gist page URLs are rewritten to their raw URL automatically.": "ブラウザで取得し、確認用に下のソース欄へ挿入します。GitHub と gist のページ URL は自動的に raw URL へ書き換えられます。",
+    "Fetched successfully": "取得しました",
     "Fetching models...": "モデルを取得中…",
     "Fetching plugin source...": "プラグインのソースを取得中…",
     "Fetching prefill groups...": "プリフィルグループをフェッチ中...",
@@ -2525,6 +2837,7 @@
     "File Search": "ファイル検索",
     "File verification": "ファイルの検証",
     "Files to Retain": "保持ファイル数",
+    "Fill a CLI template or add a blank rule.": "CLI テンプレートを使うか、空のルールを追加してください。",
     "Fill All Models": "すべてのモデルを埋める",
     "Fill Codex CLI / Claude CLI Templates": "Codex CLI / Claude CLI テンプレートを入力",
     "Fill entire column": "列全体に入力",
@@ -2571,6 +2884,7 @@
     "Filter models by type, endpoint, vendor, group and tags": "タイプ、エンドポイント、ベンダー、グループ、タグでモデルをフィルタリング",
     "Filter models...": "モデルをフィルタリング...",
     "Filter plugins...": "プラグインを絞り込み...",
+    "Filter related requests": "Filter related requests",
     "Filter the model analytics view by time range and user.": "時間範囲とユーザーでモデル分析ビューを絞り込みます。",
     "Filter the traffic flow view by time range and user.": "時間範囲とユーザーでトラフィックフロー表示を絞り込みます。",
     "Filter...": "フィルター…",
@@ -2578,11 +2892,15 @@
     "Filters active": "フィルター有効",
     "Final Consumed": "最終消費",
     "Final cost = base × multiplier when conditions match": "条件に一致する場合 最終費用 ＝ 基準 × 倍率",
+    "Final multiplier": "Final multiplier",
+    "Final multipliers for all of this user’s keys. Zero is allowed. Removing an override restores the normal billing rules. Save separately below.": "Final multipliers for all of this user’s keys. Zero is allowed. Removing an override restores the normal billing rules. Save separately below.",
     "Final price multiplier (0.95 = 5% discount": "最終価格乗数 (0.95 = 5%割引",
     "Finance": "金融",
     "Find": "検索文字",
     "Find the billing group.": "課金グループを特定する。",
     "Find the ratio.": "倍率を特定する。",
+    "Fingerprint matched": "Fingerprint matched",
+    "Finish reordering": "並べ替えを完了",
     "Finish Time": "完了時刻",
     "Finished requests": "終了したリクエスト",
     "First API request": "最初の API リクエスト",
@@ -2594,6 +2912,7 @@
     "Fixed": "修正",
     "Fixed abilities: {{success}} succeeded, {{fails}} failed": "チャネル整合性を修復しました：成功 {{success}} 件、失敗 {{fails}} 件",
     "Fixed channel constraint": "固定チャネル制約",
+    "Fixed channel not found": "Fixed channel not found",
     "Fixed fee per request": "リクエストごとの固定料金",
     "Fixed price": "固定価格",
     "Fixed price (USD)": "固定価格 (USD)",
@@ -2623,11 +2942,14 @@
     "footer.columns.related.links.oneApi": "1つのAPI",
     "footer.columns.related.title": "関連プロジェクト",
     "footer.defaultCopyright": "すべての権利を留保します。",
-    "footer.newapi.projectAttributionSuffix": "すべての権利を留保します。プロジェクトコントリビューターにより設計・開発されています。",
+    "footer.new\u0061pi.projectAttributionSuffix": "すべての権利を留保します。プロジェクトコントリビューターにより設計・開発されています。",
     "For advanced custom channels this applies only to /v1/responses routes without protocol conversion.": "高度なカスタムチャネルでは、プロトコル変換を行わない /v1/responses ルートにのみ適用されます。",
+    "For Astra requests, skip groups whose latest valid fingerprint in the last 6 hours is non-Astra and continue through the group pool. Groups with no valid result remain eligible.": "For Astra requests, skip groups whose latest valid fingerprint in the last 6 hours is non-Astra and continue through the group pool. Groups with no valid result remain eligible.",
+    "For Astra requests, skip groups whose latest valid fingerprint or pelican result indicates degradation. Failed checks do not replace valid results; each check must recover or be reset. Groups with no valid result remain eligible.": "For Astra requests, skip groups whose latest valid fingerprint or pelican result indicates degradation. Failed checks do not replace valid results; each check must recover or be reset. Groups with no valid result remain eligible.",
+    "For Astra requests, skip groups whose latest valid fingerprint or vision result indicates degradation. Failed checks do not replace valid results; each check must recover or be reset. Groups with no valid result remain eligible.": "For Astra requests, skip groups whose latest valid fingerprint or vision result indicates degradation. Failed checks do not replace valid results; each check must recover or be reset. Groups with no valid result remain eligible.",
     "For channels added after May 10, 2025, no need to remove \".\" from model names during deployment": "2025 年 5 月 10 日以降に追加されたチャネルの場合、デプロイ時にモデル名から「.」を削除する必要はありません",
     "For private deployments, format: https://fastgpt.run/api/openapi": "プライベートデプロイメントの場合、形式: https://fastgpt.run/api/openapi",
-    "For security, existing access tokens cannot be displayed. Regenerate only when you need a new token.": "セキュリティ上、既存のアクセストークンは再表示できません。新しいトークンが必要な場合のみ再生成してください。",
+    "For reference only: insufficient request samples may cause very large errors in the average charge.": "For reference only: insufficient request samples may cause very large errors in the average charge.",
     "For this channel, map the model name in client requests to the model name sent upstream.": "このチャネルでは、クライアントのリクエストに含まれるモデル名を、上流に送信するモデル名に置き換えます。",
     "For this website, you can enter: {{domain}}": "このサイトでは次を入力できます：{{domain}}",
     "Force a syntactically valid JSON response": "構文的に有効な JSON 応答を強制",
@@ -2676,6 +2998,7 @@
     "Full width": "全幅",
     "Function calling": "関数呼び出し",
     "Functions": "関数",
+    "Fuzzy search keywords must be at least 2 characters long": "あいまい検索のキーワードは 2 文字以上にしてください",
     "Gateways": "ゲートウェイ",
     "GC Count": "GC 回数",
     "GC executed": "GC 実行完了",
@@ -2683,14 +3006,13 @@
     "Gemini": "Gemini",
     "Gemini and OpenAI audio prices differ for this model. Use separate billing model names to convert them.": "このモデルはGeminiとOpenAIの音声料金が異なります。別々の課金モデル名を使用して変換してください。",
     "Gemini Generate Content to OpenAI Chat": "Gemini Generate Content から OpenAI Chat",
+    "Gemini Generate Content to OpenAI Responses": "Gemini Generate Content から OpenAI Responses",
     "Gemini Image 4K": "Gemini Image 4K",
     "Gemini only": "Gemini のみ",
     "Gemini will continue to auto-detect thinking mode even with the adapter disabled. Enable this only when you need finer control over pricing and budgeting.": "アダプターが無効になっていても、Geminiは思考モードを自動検出します。価格設定と予算編成をより細かく制御する必要がある場合にのみ、これを有効にしてください。",
     "General": "一般",
     "General Settings": "一般設定",
     "Generate": "生成",
-    "Generate and manage your API access token": "API アクセス トークンを生成および管理",
-    "Generate Doubao Seedance videos through Volcengine Ark": "Volcengine Ark 経由で Doubao Seedance の動画生成に接続",
     "Generate Lyrics": "歌詞を生成",
     "Generate Midjourney images through MjProxy": "MjProxy 経由で Midjourney の画像生成に接続",
     "Generate Midjourney images through MjProxyPlus": "MjProxyPlus 経由で Midjourney の画像生成に接続",
@@ -2699,8 +3021,6 @@
     "Generate new backup codes for account recovery": "アカウント復旧用の新しいバックアップコードを生成",
     "Generate New Codes": "新しいコードを生成",
     "Generate tokens from the Tokens page; you can scope them to specific models, groups, IPs, and rate-limits.": "トークンページから API キーを発行できます。モデル、グループ、IP、レート制限ごとに細かく権限を設定可能です。",
-    "Generated": "生成済み",
-    "Generated a system access token": "システムアクセストークンを生成しました",
     "Generated image": "生成された画像",
     "Generating new codes will invalidate all existing backup codes.": "新しいコードを生成すると、既存のすべてのバックアップコードが無効になります。",
     "Generating...": "生成中...",
@@ -2708,11 +3028,11 @@
     "Generation was interrupted": "生成が中断されました",
     "Generic cache": "汎用キャッシュ",
     "Get advice": "アドバイスを得る",
-    "Get notified when balance falls below this value": "残高がこの値を下回ったときに通知を受け取る",
     "Get one here": "こちらから取得",
     "Get started": "はじめる",
     "Get Started": "開始する",
     "GitHub": "GitHub",
+    "GitHub ID is empty!": "GitHub ID が空です！",
     "GitHub rate limit reached. Try again later.": "GitHub のリクエスト上限に達しました。しばらくしてから再試行してください。",
     "Give the group a recognizable name and optional description.": "グループに認識しやすい名前とオプションの説明を付けます。",
     "Give this group a recognizable name.": "このグループに認識しやすい名前を付けます。",
@@ -2737,9 +3057,12 @@
     "Go to settings": "設定へ",
     "Go to Settings": "設定へ移動",
     "Good": "良好",
+    "Got it": "わかりました",
     "Gotify Application Token": "Gotify アプリケーショントークン",
     "Gotify Documentation": "Gotify ドキュメント",
     "Gotify Server URL": "Gotify サーバー URL",
+    "Gotify server URL cannot be empty": "Gotify サーバーの URL を入力してください",
+    "Gotify token cannot be empty": "Gotify トークンを入力してください",
     "gpt-3.5-turbo": "gpt-3.5-turbo",
     "gpt-3.5-turbo-0125": "gpt-3.5-turbo-0125",
     "gpt-4": "gpt-4",
@@ -2755,7 +3078,20 @@
     "Group": "グループ",
     "Group {{path}}": "グループ {{path}}",
     "Group & Quota": "グループとクォータ",
+    "Group #{{index}} category name cannot exceed 50 characters": "グループ #{{index}} のカテゴリ名は 50 文字以内にしてください",
+    "Group #{{index}} category name duplicates another group": "グループ #{{index}} のカテゴリ名が他のグループと重複しています",
+    "Group #{{index}} contains disallowed content": "グループ #{{index}} に許可されていない内容が含まれています",
+    "Group #{{index}} description cannot exceed 200 characters": "グループ #{{index}} の説明は 200 文字以内にしてください",
+    "Group #{{index}} has a URL that cannot be parsed: {{error}}": "グループ #{{index}} の URL を解析できません：{{error}}",
+    "Group #{{index}} has an invalid URL format": "グループ #{{index}} の URL 形式が正しくありません",
+    "Group #{{index}} is missing the category name field": "グループ #{{index}} にカテゴリ名フィールドがありません",
+    "Group #{{index}} is missing the slug field": "グループ #{{index}} に Slug フィールドがありません",
+    "Group #{{index}} is missing the URL field": "グループ #{{index}} に URL フィールドがありません",
+    "Group #{{index}} slug can only contain letters, numbers, underscores and hyphens": "グループ #{{index}} の Slug には英字、数字、アンダースコア、ハイフンのみ使用できます",
+    "Group #{{index}} slug cannot exceed 100 characters": "グループ #{{index}} の Slug は 100 文字以内にしてください",
+    "Group #{{index}} URL cannot exceed 500 characters": "グループ #{{index}} の URL は 500 文字以内にしてください",
     "Group added. Click \"Save Settings\" to apply.": "グループが追加されました。「Save Settings」をクリックして適用してください。",
+    "Group blacklist": "グループのブラックリスト",
     "Group channels by tag for batch operations": "バッチ操作のためにタグでチャネルをグループ化",
     "Group config overrides global limits, shares the same period": "グループ設定はグローバル制限を上書きし、同じ期間を共有します",
     "Group deleted. Click \"Save Settings\" to apply.": "グループが削除されました。「Save Settings」をクリックして適用してください。",
@@ -2765,15 +3101,21 @@
     "Group is required": "グループは必須です",
     "Group name": "グループ名",
     "Group Name": "グループ名",
+    "Group name already exists": "グループ名は既に存在します",
+    "Group name and type cannot be empty": "グループ名と種類は空にできません",
     "Group name cannot be changed when editing.": "編集時はグループ名を変更できません。",
+    "Group pool": "Group pool",
     "Group prices cannot be expanded because this expression is not a standard tiered pricing expression.": "この式は標準の段階制料金式ではないため、グループ別価格を展開できません。",
     "Group Pricing": "グループ料金",
-    "How a session is identified and which channel it keeps.": "セッションの識別方法と使用するチャネルを定義します。",
     "Group pricing usage guide": "グループ料金の使用ガイド",
     "group ratio": "グループ倍率",
     "Group Ratio": "グループ倍率",
     "Group ratios": "グループ比率",
+    "Group settings": "グループ設定",
+    "Group Status": "Group Status",
+    "Group tags": "Group tags",
     "Group updated. Click \"Save Settings\" to apply.": "グループが更新されました。「Save Settings」をクリックして適用してください。",
+    "Group visibility": "グループの表示設定",
     "Group-based rate limits": "グループベースのレート制限",
     "Group:": "グループ:",
     "Group: {{ratio}}x": "グループ：{{ratio}}x",
@@ -2799,6 +3141,7 @@
     "Header Name": "ヘッダー名",
     "Header navigation": "ヘッダーナビゲーション",
     "Header Override": "ヘッダー上書き",
+    "Header override must be valid JSON format": "ヘッダーオーバーライドは有効な JSON 形式である必要があります",
     "Header Passthrough (X-Request-Id)": "ヘッダーパススルー（X-Request-Id）",
     "Header Value (supports string or JSON mapping)": "ヘッダー値（文字列またはJSONマッピング対応）",
     "header. Anthropic-formatted endpoints accept the": " ヘッダーが必要です。Anthropic 形式のエンドポイントでは",
@@ -2820,6 +3163,7 @@
     "Hide sensitive data": "機密データを非表示",
     "Hide setup guide": "セットアップガイドを非表示",
     "High Performance": "高パフォーマンス",
+    "High throughput first": "高スループット優先",
     "High-risk operation confirmation": "高リスク操作の確認",
     "High-risk status code retry confirmation text": "多重課金とクラッシュのリスクを理解し、有効化を確認します",
     "High-risk status code retry input mismatch": "入力内容が指定されたテキストと一致しません。",
@@ -2833,6 +3177,7 @@
     "Historical capitalization": "以前の大文字・小文字",
     "Historical tokens": "過去のトークン",
     "Historical Usage": "履歴使用状況",
+    "History": "History",
     "History of MjProxy-style image tasks.": "MjProxyスタイルの画像タスクの履歴。",
     "Hit criteria: If cached tokens exist in usage, it counts as a hit.": "ヒット判定：usage に cached tokens が存在すればヒットとみなします。",
     "Hit Rate": "ヒット率",
@@ -2848,6 +3193,7 @@
     "Hourly token usage by model over the past 24 hours": "過去24時間のモデル別時間単位のトークン使用量",
     "hours": "時間",
     "How a call is priced": "呼び出しの計算方法",
+    "How a session is identified and which channel it keeps.": "セッションの識別方法と使用するチャネルを定義します。",
     "How client credentials are sent to the token endpoint": "クライアント認証情報がトークンエンドポイントに送信される方法",
     "How frequently the system checks auto-disabled channels for recovery": "自動無効化されたチャネルの復旧を確認する頻度",
     "How frequently the system tests all channels": "システムがすべてのチャネルをテストする頻度",
@@ -2863,6 +3209,7 @@
     "How will you use the platform?": "プラットフォームをどのように使用しますか？",
     "HTTP Protocol": "HTTP プロトコル",
     "HTTP protocol must be Auto or HTTP/1.1": "HTTP プロトコルは自動または HTTP/1.1 である必要があります",
+    "HTTP status": "HTTP status",
     "HTTP/1.1": "HTTP/1.1",
     "HTTP/2 Connection Shards": "HTTP/2 接続シャード",
     "HTTP/2 connection shards are unavailable when HTTP/1.1 is selected.": "HTTP/1.1 選択時は HTTP/2 接続シャードを使用できません。",
@@ -2893,12 +3240,17 @@
     "I have read and agree to the": "私は以下を読み、同意します",
     "I have read and understood the above compliance reminder": "上記のコンプライアンス注意事項を読み、理解しました",
     "I have read and understood the above compliance reminder, acknowledge the related legal risks, and confirm that I bear legal responsibility arising from deployment, operation, and charging behavior.": "上記のコンプライアンス注意事項を読み理解し、関連する法的リスクを認識したうえで、デプロイ、運用、課金行為に起因する法的責任を負うことを確認します。",
+    "I understand": "I understand",
     "I understand that disabling 2FA removes its authenticator and backup codes.": "2FAを無効にすると、認証アプリによる認証とバックアップコードが削除されることを理解しました。",
     "I understand that disabling 2FA will remove all protection and backup codes": "2FA を無効にすると、すべての保護とバックアップコードが削除されることを理解しています",
+    "I understand the charges, enable and save": "I understand the charges, enable and save",
     "Icon": "アイコン",
     "Icon file must be 100 KB or smaller": "アイコンファイルは100KB以下である必要があります",
     "Icon identifier (e.g. github, gitlab)": "アイコン識別子 (例: github, gitlab)",
     "ID": "ID",
+    "ID is empty": "ID が空です",
+    "ID is empty!": "ID が空です！",
+    "Identifier source": "Identifier source",
     "If an upstream error contains any of these keywords (case insensitive), the channel will be disabled automatically.": "アップストリームエラーにこれらのキーワードのいずれかが含まれている場合 (大文字と小文字を区別しない)、チャネルは自動的に無効になります。",
     "If authorization succeeds, the generated JSON will be inserted into the key field. You still need to save the channel to persist it.": "認証が成功すると、生成されたJSONがキー欄に挿入されます。保存するにはチャネルを保存してください。",
     "If connecting to upstream One API or New API relay projects, use OpenAI type instead unless you know what you are doing": "上流の One API または New API リレープロジェクトに接続する場合、知っている場合を除き OpenAI タイプを使用してください",
@@ -2918,10 +3270,12 @@
     "Image Cache": "画像キャッシュ",
     "Image cache input price": "画像キャッシュ入力単価",
     "Image count": "画像数",
+    "Image count {{count}}": "生成枚数 {{count}}",
     "Image Generation": "画像生成",
     "Image In": "画像入力",
     "Image input": "画像入力",
     "Image input price": "画像入力価格",
+    "Image input unavailable": "画像入力を利用できません",
     "Image not available": "画像を利用できません",
     "Image Out": "画像出力",
     "Image output price": "画像出力価格",
@@ -2940,6 +3294,7 @@
     "In Progress": "処理中",
     "In the visual editor these appear as Extra visible and Hidden. In JSON, +: (or no prefix) adds a group and -: removes one.": "ビジュアルエディタでは「追加表示」と「非表示」として表示されます。JSONでは +:（または接頭辞なし）でグループを追加し、-: で削除します。",
     "In:": "入力：",
+    "Inactive disk cache cleared": "使用されていないディスクキャッシュをクリアしました",
     "incident": "件",
     "incidents": "件",
     "Incidents": "インシデント",
@@ -2950,6 +3305,7 @@
     "Include name": "名前を含める",
     "Include quota": "クォータを含める",
     "Include Rule Name": "ルール名を含む",
+    "Includes changes that require security verification, such as password, two-factor settings, and account deletion.": "パスワード、2要素認証の設定、アカウント削除など、セキュリティ確認が必要な変更を含みます。",
     "Includes request rules": "リクエストルールを含む",
     "Includes tool-call surcharge": "ツール呼び出しの追加料金を含む",
     "Including failed requests, 0 = unlimited": "失敗したリクエストを含む、0 = 無制限",
@@ -2959,6 +3315,8 @@
     "Incoming path must not include query": "受信パスに query を含めることはできません",
     "Incoming path must start with /": "受信パスは / で始める必要があります",
     "Incomplete": "未完了",
+    "Incomplete capability": "機能不足",
+    "Inconclusive sample": "Inconclusive sample",
     "Increase quota for user “{{name}}”": "ユーザー「{{name}}」のクォータを増額",
     "Increase user quota": "ユーザーのクォータを増額",
     "Increased user quota by {{quota}}": "ユーザーのクォータを {{quota}} 増やしました",
@@ -2966,8 +3324,10 @@
     "Index request failed with HTTP {{status}}": "インデックスの取得に失敗しました（HTTP {{status}}）",
     "Index URL": "インデックス URL",
     "Information unavailable": "情報を取得できません",
+    "Inherit global Auto": "Inherit global Auto",
     "Inherit global Auto order": "グローバル Auto 順序を継承",
     "Inherit global default": "全体のデフォルトを継承",
+    "Inherit user group": "Inherit user group",
     "Inherit vendor icon": "プロバイダーのアイコンを継承",
     "Inherited": "継承",
     "Inherited from {{vendor}}": "{{vendor}} から継承",
@@ -2979,18 +3339,24 @@
     "Initializing…": "初期化中…",
     "Inpaint": "インペイント",
     "Input": "入力",
+    "Input / Output / Cache": "Input / Output / Cache",
     "Input mode": "入力モード",
+    "Input pre-consume multiplier": "入力の事前引き落とし倍率",
     "Input price": "入力価格",
     "Input price is required before saving dependent prices.": "依存する価格を保存する前に入力価格が必要です。",
+    "Input Price: High to Low": "入力価格：高い順",
+    "Input Price: Low to High": "入力価格：低い順",
     "Input token rate": "入力トークン速度",
     "Input tokens": "入力トークン",
     "Input Tokens": "入力トークン",
+    "Insert a new priority tier": "新しい優先度を挿入",
     "Inset": "インセット",
     "Inspect requests, errors, and billing details": "リクエスト、エラー、請求詳細を確認",
     "Inspect user prompts": "ユーザープロンプトの検査",
     "Install": "インストール",
     "Install {{name}}": "{{name}} をインストール",
     "Install and enable": "インストールして有効化",
+    "Install, configure, test, and remove task plugins.": "タスクプラグインのインストール、設定、テスト、削除を行います。",
     "Installed": "インストール済み",
     "Installed {{name}} v{{version}}": "{{name}} v{{version}} をインストールしました",
     "Installed v{{from}} → marketplace v{{to}}": "インストール済み v{{from}} → マーケット v{{to}}",
@@ -3014,13 +3380,30 @@
     "Interval must be at least 1 minute": "間隔は1分以上にしてください",
     "Invalid (NaN)": "無効 (NaN)",
     "Invalid adjustment parameters": "クォータ調整のパラメーターが無効です",
+    "Invalid announcements format: {{error}}": "お知らせの形式が正しくありません：{{error}}",
+    "Invalid API info format: {{error}}": "API 情報の形式が正しくありません：{{error}}",
+    "Invalid authorization code": "認可コードが無効です",
+    "Invalid Bark push URL": "Bark のプッシュ URL が無効です",
+    "Invalid billing expression for model {{model}}: {{error}}": "モデル {{model}} の課金式が無効です：{{error}}",
     "Invalid channel header override": "チャネルのヘッダー上書き設定が無効です",
+    "Invalid channel ID": "チャネル ID が無効です",
+    "Invalid channel priority move": "チャンネルの優先度変更が無効です",
     "Invalid channel proxy": "チャネルのプロキシ設定が無効です",
+    "Invalid channel settings format: {{error}}": "チャネル設定の形式が正しくありません：{{error}}",
     "Invalid chat link. Please contact the administrator.": "無効なチャットリンクです。管理者に連絡してください。",
     "Invalid chat link. Please contact your administrator.": "無効なチャットリンクです。管理者に連絡してください。",
     "Invalid code": "無効なコード",
+    "Invalid Discovery URL. Only http and https are supported": "Discovery URL が無効です。http と https のみ対応しています",
+    "Invalid email address": "メールアドレスが無効です",
     "Invalid expression syntax": "式の構文が無効です",
+    "Invalid FAQ format: {{error}}": "FAQ の形式が正しくありません：{{error}}",
+    "Invalid Gotify server URL": "Gotify サーバーの URL が無効です",
+    "Invalid group blacklist": "グループのブラックリストが無効です",
+    "Invalid group pool or model rule": "Invalid group pool or model rule",
+    "Invalid ID": "ID が無効です",
     "Invalid inference server address": "推論サーバーのアドレスが無効です",
+    "Invalid input": "入力が無効です",
+    "Invalid input {{error}}": "入力が無効です {{error}}",
     "Invalid items format": "項目の形式が無効です",
     "Invalid JSON": "JSON が無効です",
     "Invalid JSON format": "無効な JSON 形式",
@@ -3028,11 +3411,19 @@
     "Invalid JSON in parameter override template": "パラメータオーバーライドテンプレートのJSONが無効です",
     "Invalid JSON string.": "無効な JSON 文字列です。",
     "Invalid model mapping format": "無効なモデルマッピング形式",
+    "Invalid parameters": "パラメーターが無効です",
     "Invalid Passkey domain. Enter a domain without a scheme, port, path or wildcard.": "パスキードメインが無効です。プロトコル、ポート、パス、ワイルドカードを含めず、ドメインを入力してください。",
+    "Invalid Passkey login state": "Passkey のログイン状態が無効です",
     "Invalid Passkey registration response": "無効なパスキー登録応答",
     "Invalid Passkey response": "無効なパスキー応答",
+    "Invalid Passkey verification request": "Passkey の認証リクエストが無効です",
     "Invalid payment redirect URL": "無効な支払いリダイレクトURL",
     "Invalid pricing value": "料金の値が無効です",
+    "Invalid provider ID": "プロバイダー ID が無効です",
+    "Invalid request": "リクエストが無効です",
+    "Invalid request body.": "リクエスト本文が無効です。",
+    "Invalid request parameter format": "リクエストパラメータの形式が正しくありません",
+    "Invalid request parameters: {{error}}": "リクエストパラメーターが無効です: {{error}}",
     "Invalid reset link, please request a new password reset": "無効なリセットリンクです。新しいパスワードリセットをリクエストしてください",
     "Invalid reset link, please request a new password reset.": "無効なリセットリンクです。新しいパスワードリセットをリクエストしてください。",
     "Invalid response": "無効な応答",
@@ -3040,12 +3431,21 @@
     "Invalid status code mapping entries: {{entries}}": "無効なステータスコードマッピング：{{entries}}",
     "Invalid status code rules": "ステータスコードのルールが無効です",
     "Invalid status code rules: {{tokens}}": "無効なステータスコードルール：{{tokens}}",
+    "Invalid subscription ID": "無効なサブスクリプション ID です",
+    "Invalid top-up amount": "チャージ数量が無効です",
+    "Invalid top-up quota": "無効なチャージクォータです",
+    "Invalid Uptime Kuma group settings format: {{error}}": "Uptime Kuma グループ設定の形式が正しくありません：{{error}}",
+    "Invalid user ID": "ユーザー ID が無効です",
     "Invalid vLLM server address": "vLLM サーバーのアドレスが無効です",
+    "Invalid warning type": "警告タイプが無効です",
+    "Invalid Webhook URL": "Webhook URL が無効です",
     "Invalidate": "無効化",
     "Invalidated": "無効化済み",
     "Invert match": "一致を反転",
     "Invitation Code": "招待コード",
+    "Invitation code bonus {{quota}}": "招待コードボーナス {{quota}}",
     "Invitation Quota": "招待クォータ",
+    "Invitation quota is insufficient!": "招待クォータが不足しています！",
     "Invite Info": "招待情報",
     "Invited": "招待済み",
     "Invited {{count}} users": "招待 {{count}} 人",
@@ -3053,9 +3453,11 @@
     "Invited Users": "招待されたユーザー",
     "Invitee Reward": "招待された側の報酬",
     "Inviter": "招待者",
+    "Inviter ID: {{id}}": "招待者 ID：{{id}}",
     "Inviter Reward": "招待した側の報酬",
     "Invites": "招待",
     "Invoke developer-defined functions with structured arguments": "構造化された引数で開発者定義の関数を呼び出す",
+    "InvokeModel (legacy)": "InvokeModel（従来の API）",
     "io.net API Key": "io.net API キー",
     "io.net Deployments": "io.net デプロイ",
     "IP": "IP",
@@ -3065,7 +3467,6 @@
     "IP Whitelist (supports CIDR)": "IP ホワイトリスト（CIDR対応）",
     "IP: {{ip}} · Method: {{method}}": "IP: {{ip}} · 方法: {{method}}",
     "is less than the configured maximum cache size": "設定された最大キャッシュサイズより小さい",
-    "Later requests follow the new channel.": "以降のリクエストは新しいチャネルを使用します。",
     "is the default price; ": "はデフォルト価格です; ",
     "It seems like the page you're looking for": "お探しのページは",
     "Items": "項目",
@@ -3073,6 +3474,7 @@
     "JavaScript file": "JavaScript ファイル",
     "Jimeng": "Jimeng",
     "Jina": "Jina",
+    "Join the same priority tier": "同じ優先度に設定",
     "JSON": "JSON",
     "JSON array of group identifiers. When enabled below, new tokens rotate through this list.": "グループ識別子のJSON配列。以下で有効にすると、新しいトークンはこのリストをローテーションします。",
     "JSON Editor": "JSON編集",
@@ -3104,14 +3506,20 @@
     "Keep original value": "元の値を保持",
     "Keep original value (skip if target exists)": "元の値を保持（ターゲットが存在する場合はスキップ）",
     "Keep the domains used by existing Passkeys, one per line. If the primary domain changed from www.example.com to example.com, enter www.example.com here.": "既存のパスキーで使用しているドメインを1行に1つ入力します。メインドメインを www.example.com から example.com に変更した場合は、ここに www.example.com を残してください。",
+    "Keep the names users call; change what is sent upstream.": "ユーザーが指定する名前を保ち、上流に送る名前を変更します。",
     "Keep the platform ready": "プラットフォームを準備状態に保つ",
     "Keep the session binding when the channel is unavailable": "チャネルが利用できない場合も関連付けを保持",
     "Keep this above 1 minute to avoid heavy database load": "データベースへの負荷を避けるため、これを1分以上に保ってください",
     "Keep this vendor": "このプロバイダーを残す",
+    "Keep upstream names; choose what users call.": "上流の名前を保ち、ユーザーが指定する名前を設定します。",
     "Keep-alive Ping": "キープアライブPing",
     "Keeps compatible responses more repeatable": "対応モデルの応答を再現しやすくします",
     "Key": "キー",
+    "Key deleted": "キーを削除しました",
+    "Key disabled": "キーを無効にしました",
+    "Key enabled": "キーを有効にしました",
     "Key Fingerprint": "キーフィンガープリント",
+    "Key index out of range": "キーのインデックスが範囲外です",
     "Key Sources": "キーソース",
     "Key Summary": "キー概要",
     "Key Update Mode": "キー更新モード",
@@ -3126,8 +3534,11 @@
     "Language preference saved": "言語設定を保存しました",
     "Language Preferences": "言語設定",
     "Language preferences sync across your signed-in devices and affect API error messages.": "言語設定はログイン中のすべてのデバイスで同期され、API のエラーメッセージ言語にも反映されます。",
+    "Last 18 checks": "Last 18 checks",
+    "Last 24 hours, all users. Actual charges divided by total input and output tokens. Historical average, not a price quote.": "Last 24 hours, all users. Actual charges divided by total input and output tokens. Historical average, not a price quote.",
     "Last 24h usage": "直近24時間の使用量",
     "Last 30 days uptime": "直近 30 日の稼働率",
+    "Last 6 hours": "Last 6 hours",
     "Last active {{time}} · Expires {{expires}}": "最終利用 {{time}} · 有効期限 {{expires}}",
     "Last check time": "最終チェック時刻",
     "Last detected addable models": "最後に検出された追加可能モデル",
@@ -3137,14 +3548,16 @@
     "Last Tested": "最終テスト日時",
     "Last updated": "最終更新",
     "Last updated:": "最終更新日:",
-    "Last used": "最終使用",
     "Last Used": "最終使用",
-    "Last used IP": "最終使用 IP",
+    "Last used {{time}}": "最終使用 {{time}}",
     "Last used:": "最終使用日:",
     "Latency": "レイテンシ",
     "Latency check": "レイテンシ確認",
     "Latency short": "遅延",
     "Latency trend (last 24h)": "レイテンシ推移（直近 24 時間）",
+    "Later": "後で",
+    "Later requests follow the new channel.": "以降のリクエストは新しいチャネルを使用します。",
+    "Latest 30 valid calls per model; first-token time uses streaming calls. Model tests fill missing samples. Throughput is output tokens divided by total request time.": "モデルごとの直近30件の有効な呼び出しの平均です。最初のトークンはストリーミング呼び出しを使用し、サンプルがない場合はモデルテストで補います。スループット = 出力トークン数 / リクエスト全体の時間。",
     "Latest platform updates and notices": "最新のプラットフォーム更新と通知",
     "Latest version": "最新バージョン",
     "Lavender Dream": "ラベンダードリーム",
@@ -3169,15 +3582,19 @@
     "Leave empty to use account email": "アカウントのメールアドレスを使用するには空のままにしてください",
     "Leave empty to use default": "デフォルトを使用する場合は空欄にしてください",
     "Leave empty to use system temp directory": "空欄でシステムの一時ディレクトリを使用",
+    "Leave empty to use the site default ({{amount}})": "空欄の場合はシステムのデフォルト値（{{amount}}）を使用します",
     "Leave empty to use username": "ユーザー名を使用するには空のままにしてください",
     "Leave the final split empty as the fallback for models not matched above.": "上のルールに一致しないモデル用のフォールバックとして、最後の分岐を空にします。",
     "Leave this empty only for the final fallback split; it catches client models not matched above.": "空にできるのは最後のフォールバック分岐だけです。上の分岐で一致しないクライアントモデルを受けます。",
     "Left to Right": "左から右",
+    "Legacy access tokens have been retired. Create a new access token in security settings": "旧形式のアクセストークンは廃止されました。セキュリティ設定で新しいアクセストークンを作成してください",
+    "Legacy Astra model guard (deprecated)": "Legacy Astra model guard (deprecated)",
     "Legacy Format (JSON Object)": "旧形式（JSONオブジェクト）",
     "Legacy format must be a JSON object": "旧形式はJSONオブジェクトである必要があります",
     "Legacy Format Template": "旧フォーマットテンプレート",
     "Legacy full-URL integration; use Advanced Custom for new channels": "完全なリクエスト URL を使う旧方式です。新しいチャネルには「高度なカスタム」を推奨",
     "Legacy pricing is deprecated. Convert the current prices to an expression draft, then save to apply it.": "旧料金設定は非推奨です。現在の価格を式の下書きに変換し、保存すると適用されます。",
+    "Legacy token": "旧形式のトークン",
     "Legal": "法務",
     "Less": "少ない",
     "Less than": "より小さい",
@@ -3199,6 +3616,7 @@
     "Linked account": "連携済みアカウント",
     "Linked models": "関連モデル",
     "Linked records are counted once. Matching rules show their covered models separately.": "関連件数は情報レコードごとに数えます。ルールが対象とするモデル数は別途表示します。",
+    "Linux DO trust level does not meet the minimum required by administrator": "Linux DO の信頼レベルが管理者の設定した最低レベルに達していません",
     "LinuxDO": "LinuxDO",
     "LinuxDO Client ID": "LinuxDO クライアントID",
     "LinuxDO Client Secret": "LinuxDO クライアントシークレット",
@@ -3208,6 +3626,11 @@
     "List view": "リスト表示",
     "Listing also depends on metadata visibility and the user’s group access.": "表示はメタデータの表示設定とユーザーのグループアクセスにも依存します。",
     "Listing hidden": "非表示",
+    "Live group status and ModelTrace fingerprints.": "Live group status and ModelTrace fingerprints.",
+    "Live group status, model fingerprints and recent pelican works.": "Live group status, model fingerprints and recent pelican works.",
+    "Live group status, model fingerprints and recent vision works.": "Live group status, model fingerprints and recent vision works.",
+    "Live group status, ModelTrace fingerprints and auxiliary Meow benchmarks.": "Live group status, ModelTrace fingerprints and auxiliary Meow benchmarks.",
+    "Live group status, ModelTrace fingerprints and candy tests.": "Live group status, ModelTrace fingerprints and candy tests.",
     "Live refresh pauses when no task is running": "実行中のタスクがない場合、自動更新は一時停止します",
     "LLM Leaderboard": "LLM リーダーボード",
     "LLM prompt helper": "LLMプロンプトヘルパー",
@@ -3216,6 +3639,7 @@
     "Load template...": "テンプレートをロード...",
     "Loader": "ローダー",
     "Loading": "読み込み中",
+    "Loading API key settings. The empty fields below are not the saved configuration.": "Loading API key settings. The empty fields below are not the saved configuration.",
     "Loading channel details": "チャネル詳細を読み込み中",
     "Loading configuration": "設定を読み込んでいます",
     "Loading content settings...": "コンテンツ設定をロード中...",
@@ -3231,6 +3655,7 @@
     "Loading...": "読み込み中...",
     "Local": "ローカル",
     "Local Billing": "ローカル課金",
+    "Local check": "ローカルチェック",
     "Local Estimate (billing-usage-anthropic)": "ローカル推定 (billing-usage-anthropic)",
     "Local Estimate (billing-usage-gemini)": "ローカル推定 (billing-usage-gemini)",
     "Local Estimate (billing-usage-openai)": "ローカル推定 (billing-usage-openai)",
@@ -3243,10 +3668,13 @@
     "Log cleanup task started.": "ログクリーンアップタスクを開始しました。",
     "Log Details": "ログの詳細",
     "Log Directory": "ログディレクトリ",
+    "Log export is disabled": "ログのエクスポートは無効になっています",
     "Log File Count": "ログファイル数",
     "Log files older than {{value}} days will be deleted.": "{{value}}日前より古いログファイルが削除されます。",
     "Log IP address for usage and error logs": "使用状況およびエラーログのためにIPアドレスを記録する",
     "Log Maintenance": "ログのメンテナンス",
+    "Log recording": "ログの記録",
+    "Log search and export": "ログの検索とエクスポート",
     "Log Type": "ログタイプ",
     "Logged in successfully via {{method}}": "{{method}} でログインに成功しました",
     "Logic": "ロジック",
@@ -3262,26 +3690,31 @@
     "Logo": "ロゴ",
     "Logo URL": "ロゴURL",
     "Logs": "ログ",
-    "Make sure you understand these effects before enabling.": "以上の影響を理解した上で有効にしてください。",
-    "Maximum retries": "最大再試行回数",
     "Long passwords are unavailable until the password storage upgrade is complete.": "パスワード保存方式の更新が完了するまで、長いパスワードは使用できません。",
+    "Longest log time range (days)": "ログの最長期間（日）",
     "Look for a special ratio rule matching this user group and this billing group. If one exists, use its ratio. Otherwise use the billing group base ratio from the pricing table.": "このユーザーグループと課金グループに一致する特別倍率ルールを探します。あればその倍率を、なければ料金表の課金グループの基本倍率を使います。",
     "Low balance": "残高不足",
+    "Low balance reminder": "残高不足の通知",
+    "Low cost first": "Low cost first",
+    "Lower priority numbers run first. Equal priorities use round-robin. Removing a pool group also removes its rule references.": "Lower priority numbers run first. Equal priorities use round-robin. Removing a pool group also removes its rule references.",
     "Lowest median first-token latency": "最初のトークンまでの中央値レイテンシの最小値",
     "m": "m",
     "Maintenance": "メンテナンス",
     "Make extra groups visible to, or hide default groups from, users of a specific group.": "特定グループのユーザーに追加のグループを表示したり、デフォルトのグループを非表示にしたりします。",
     "Make it easier for teammates to pick the right group.": "チームメイトが適切なグループを選択しやすくする。",
+    "Make sure you understand these effects before enabling.": "以上の影響を理解した上で有効にしてください。",
     "Manage": "管理",
     "Manage account bindings for this user": "このユーザーのアカウントバインドを管理",
     "Manage Bindings": "バインド管理",
     "Manage catalog visibility and pricing.": "カタログの表示と価格設定を管理。",
     "Manage custom OAuth providers for user authentication": "ユーザー認証用のカスタムOAuthプロバイダーの管理",
+    "Manage display": "Manage display",
     "Manage Keys": "キーの管理",
     "Manage local models for:": "次のローカルモデルを管理します。",
     "Manage metadata, pricing, and channel connections. Each section saves separately.": "メタデータ、料金、チャネルの関連付けを管理します。各セクションは個別に保存します。",
     "Manage multi-key status and configuration for this channel": "このチャネルのマルチキーのステータスと構成を管理する",
     "Manage Ollama Models": "オラマモデルの管理",
+    "Manage pricing, visibility and automatic routing for your groups.": "グループの料金、表示範囲、自動ルーティング順序を管理します。",
     "Manage server log files. Log files accumulate over time; regular cleanup is recommended to free disk space.": "サーバーログファイルを管理します。ログファイルは時間とともに蓄積されるため、定期的なクリーンアップでディスク容量を解放することを推奨します。",
     "Manage sources": "ソースを管理",
     "Manage subscription plans and pricing.": "サブスクリプションプランと価格設定を管理します。",
@@ -3290,7 +3723,10 @@
     "Manage Vendors": "ベンダーの管理",
     "Manage your LinuxDO OAuth app": "LinuxDO OAuth アプリを管理",
     "Manage your security settings and account access": "セキュリティ設定とアカウントアクセスを管理する",
+    "Mantle (Messages API)": "Mantle（Messages API）",
+    "Manual detection uses your wallet balance.": "Manual detection uses your wallet balance.",
     "Manual Disabled": "手動無効",
+    "Manual labels only; they do not change pricing, permissions or routing. Save new groups before editing their tags.": "Manual labels only; they do not change pricing, permissions or routing. Save new groups before editing their tags.",
     "Map fields from the user info response to local user attributes. Supports nested paths (e.g. ocs.data.id).": "ユーザー情報レスポンスのフィールドをローカルユーザー属性にマッピングします。ネストされたパスをサポートします (例: ocs.data.id)。",
     "Map model identifiers to Gemini API versions. A `default` entry applies when no specific match is found.": "モデル識別子をGemini APIバージョンにマッピングします。特定の一致が見つからない場合は、`default`エントリが適用されます。",
     "Map request model names to actual provider model names (JSON format)": "リクエストのモデル名を実際のプロバイダーのモデル名にマッピング (JSON 形式)",
@@ -3333,6 +3769,7 @@
     "Max Successful Requests": "最大成功リクエスト数",
     "Max Tokens": "最大トークン数",
     "Maximum {{max}} groups selected": "最大 {{max}} グループを選択済み",
+    "Maximum 100 redemption codes can be generated at once": "一度に生成できる引き換えコードは最大 100 個です",
     "Maximum 1000 characters. Supports Markdown and HTML.": "最大1000文字。MarkdownとHTMLをサポートしています。",
     "Maximum 200 characters": "最大200文字",
     "Maximum 500 characters. Supports Markdown and HTML.": "最大500文字。MarkdownとHTMLをサポートしています。",
@@ -3343,7 +3780,9 @@
     "Maximum number of channels tested at the same time (1-32)": "同時にテストするチャンネルの最大数（1～32）",
     "Maximum number of tokens each user can create. Default 1000. Setting too large may affect performance.": "各ユーザーが作成できる最大トークン数。デフォルトは 1000。大きすぎる値はパフォーマンスに影響を与える可能性があります。",
     "Maximum number of tokens in the response": "レスポンスの最大トークン数",
+    "Maximum number of tokens reached ({{max}})": "トークン数の上限（{{max}}）に達しました",
     "Maximum quota amount awarded for check-in": "チェックインで付与される最大クォータ量",
+    "Maximum retries": "最大再試行回数",
     "Maximum tokens including hidden reasoning tokens": "隠れ推論トークンを含む最大トークン数",
     "Maximum tokens per response": "1 回の応答あたりの最大トークン数",
     "Maximum tokens per user": "ユーザーあたりの最大トークン数",
@@ -3361,6 +3800,10 @@
     "Memory": "メモリ",
     "Memory Hits": "メモリヒット",
     "Memory Threshold (%)": "メモリ閾値 (%)",
+    "Meow benchmark · auxiliary": "Meow benchmark · auxiliary",
+    "Meow quick test · 32 probes per channel.": "Meow quick test · 32 probes per channel.",
+    "Meow results are auxiliary and do not affect the fingerprint downgrade rate.": "Meow results are auxiliary and do not affect the fingerprint downgrade rate.",
+    "Meow strong evidence for Astra counts as matched; strong evidence for another model counts as downgraded. Inconclusive rounds are excluded. Pelican quality is assessed separately.": "Meow strong evidence for Astra counts as matched; strong evidence for another model counts as downgraded. Inconclusive rounds are excluded. Pelican quality is assessed separately.",
     "Merchant ID": "マーチャントID",
     "Merchant ID is required": "マーチャント ID は必須です",
     "Merge into Other": "その他にまとめる",
@@ -3379,6 +3822,7 @@
     "Min Top-up": "最低チャージ額",
     "Min Top-up:": "最小チャージ額:",
     "MiniMax": "MiniMax",
+    "Minimum {{amount}}": "最小 {{amount}}",
     "Minimum check-in quota": "最小チェックインクォータ",
     "Minimum LinuxDO trust level required": "必要な最小LinuxDOトラストレベル",
     "Minimum quota amount awarded for check-in": "チェックインで付与される最小クォータ量",
@@ -3389,6 +3833,7 @@
     "Minimum top-up amount must be at least 1": "最低チャージ額は 1 以上である必要があります",
     "Minimum top-up quantity": "最小チャージ数量",
     "Minimum topup amount: {{amount}}": "最低チャージ金額：{{amount}}",
+    "Minimum transfer quota is {{min}}!": "移行できる最小クォータは {{min}} です！",
     "Minimum Trust Level": "最小トラストレベル",
     "Minimum:": "最小:",
     "Minor blips in the last 30 days": "直近 30 日で軽微な障害あり",
@@ -3396,9 +3841,13 @@
     "Minute": "分",
     "minutes": "分",
     "Missing code": "コードが不足しています",
+    "Missing group ID": "グループ ID がありません",
     "Missing metadata": "情報未設定",
+    "Missing model ID": "モデル ID がありません",
     "Missing Models": "不足しているモデル",
+    "Missing parameter rule_name, or use all=true to clear everything": "パラメータ rule_name がありません。すべてクリアするには all=true を使用してください",
     "Missing user data from Passkey login response": "パスキーログイン応答からユーザーデータが欠落しています",
+    "Missing vendor ID": "ベンダー ID がありません",
     "Mistral": "Mistral",
     "MjProxy": "MjProxy",
     "MjProxyPlus": "MjProxyPlus",
@@ -3422,10 +3871,14 @@
     "Model deployment service is disabled": "モデルデプロイサービスが無効です",
     "Model Description": "モデルの説明",
     "Model details": "モデル詳細",
+    "Model detection is always active. When off, mismatched results are delivered and logged. When on, mismatched results are rejected and a safe channel switch is attempted.": "Model detection is always active. When off, mismatched results are delivered and logged. When on, mismatched results are rejected and a safe channel switch is attempted.",
     "Model disabled successfully": "モデルが正常に無効化されました",
     "Model discovery uses the first key; other keys are not tested.": "最初のキーでモデルを取得します。他のキーはテストされません。",
     "Model discovery uses the saved channel connection settings.": "モデルの取得には、チャネルに保存済みの接続設定を使用します。",
     "Model enabled successfully": "モデルが正常に有効化されました",
+    "Model fingerprint": "Model fingerprint",
+    "Model fixed price {{model_price}}, group ratio {{group_ratio}}, action {{action}}": "モデル固定価格 {{model_price}}、グループ倍率 {{group_ratio}}、操作 {{action}}",
+    "Model fixed price {{model_price}}, group ratio {{group_ratio}}, action {{action}}, ID {{id}}": "モデル固定価格 {{model_price}}、グループ倍率 {{group_ratio}}、操作 {{action}}、ID {{id}}",
     "Model fixed pricing": "モデルの固定価格設定",
     "Model Group": "モデルグループ",
     "Model hidden from model square": "モデル広場で非表示にしました",
@@ -3445,14 +3898,20 @@
     "Model mappings are being edited in the floating panel.": "モデルマッピングはフローティングパネルで編集中です。",
     "Model metadata": "モデルのメタデータ",
     "Model metadata saved": "モデルのメタデータを保存しました",
+    "Model mismatch allowed": "Model mismatch allowed",
     "Model name": "モデル名",
     "Model Name": "モデル名",
     "Model Name *": "モデル名 *",
+    "Model name already exists": "モデル名は既に存在します",
+    "Model name cannot be empty": "モデル名は空にできません",
     "Model name is required": "モデル名は必須です",
+    "Model name is too long: {{model}}": "モデル名が長すぎます：{{model}}",
     "Model names copied to clipboard": "モデル名がクリップボードにコピーされました",
     "Model not found": "モデルが見つかりません",
     "Model performance metrics": "モデル性能メトリクス",
+    "Model preferences": "Model preferences",
     "Model Price": "モデル価格",
+    "Model price {{model_price}}, group ratio {{group_ratio}}": "モデル価格 {{model_price}}、グループ倍率 {{group_ratio}}",
     "Model price is not configured. Please complete model pricing in settings.": "モデル価格が未設定です。設定でモデル料金を補完してください。",
     "Model Price Not Configured": "モデル価格が未設定",
     "Model prices": "モデル価格",
@@ -3462,13 +3921,16 @@
     "Model pricing saved": "モデル料金を保存しました",
     "Model pull failed: {{msg}}": "モデルのプルに失敗しました： __ PH_0 __",
     "Model ratio": "モデル倍率",
+    "Model ratio {{model_ratio}}, completion ratio {{completion_ratio}}, audio ratio {{audio_ratio}}, audio completion ratio {{audio_completion_ratio}}, group ratio {{group_ratio}}": "モデル倍率 {{model_ratio}}、補完倍率 {{completion_ratio}}、音声倍率 {{audio_ratio}}、音声補完倍率 {{audio_completion_ratio}}、グループ倍率 {{group_ratio}}",
     "Model ratios": "モデル比率",
+    "Model ratios reset": "モデル倍率をリセットしました",
     "Model ratios reset successfully": "モデル比率が正常にリセットされました",
     "Model redirect is unavailable": "モデルリダイレクトは使用できません",
     "Model redirects": "モデルのリダイレクト",
     "Model Regex": "モデル正規表現",
     "Model Regex (one per line)": "モデル正規表現（1行に1つ）",
     "Model regex cannot be empty": "モデル正規表現は空にできません",
+    "Model rules": "Model rules",
     "Model scope": "モデル範囲",
     "Model selected": "選択済みモデル",
     "Model shown in model square": "モデル広場に表示しました",
@@ -3476,8 +3938,21 @@
     "Model Square": "モデル広場",
     "Model square visibility": "一覧表示",
     "Model Tags": "モデルタグ",
+    "Model test": "モデルテスト",
     "Model to use for testing": "テストに使用するモデル",
     "Model to use when testing channel connectivity": "チャネル接続性をテストする際に使用するモデル",
+    "Model verification": "Model verification",
+    "Model verification: accepted": "Model verification: accepted",
+    "Model verification: confirmation_buffer_limit": "Model confirmation data exceeded limit",
+    "Model verification: confirmation_timeout": "Model confirmation timed out",
+    "Model verification: mismatch_allowed": "Model verification: mismatch_allowed",
+    "Model verification: mismatch_rejected": "Model verification: mismatch_rejected",
+    "Model verification: missing_model": "Upstream model missing",
+    "Model verification: model_mismatch": "Response model mismatch",
+    "Model verification: pending": "Model verification: pending",
+    "Model verification: switched_success": "Switched successfully",
+    "Model verification: transport_error": "Transport error",
+    "Model verification: unchecked": "Model verification: unchecked",
     "Model Version": "モデルバージョン",
     "Model Version *": "モデルバージョン *",
     "Model-scoped only": "モデル指定のみ",
@@ -3508,13 +3983,16 @@
     "Models updated successfully": "モデルが正常に更新されました",
     "Models used on this site": "このサイトで使用するモデル",
     "models.dev pricing preset": "models.dev 料金プリセット",
+    "ModelTrace · 3 independent probes per channel.": "ModelTrace · 3 independent probes per channel.",
+    "ModelTrace fingerprint": "ModelTrace fingerprint",
+    "ModelTrace is the primary signal. Three valid probes, at least 80% candidate probability and a 0.5 score gap are required for classification. Other rounds are inconclusive. Probabilities are relative to the candidate bank.": "ModelTrace is the primary signal. Three valid probes, at least 80% candidate probability and a 0.5 score gap are required for classification. Other rounds are inconclusive. Probabilities are relative to the candidate bank.",
     "Modify existing subscription plan configuration": "既存のサブスクリプションプラン設定を変更",
     "Module availability": "モジュールの可用性",
     "MokaAI": "MokaAI",
     "Monitor": "モニタリング",
     "Monitor balance, usage, and request volume": "残高、使用量、リクエスト数を監視",
     "Monitored relay requests": "監視対象のリレーリクエスト",
-    "Monitoring & Alerts": "監視とアラート",
+    "Monitoring status": "Monitoring status",
     "Month": "月",
     "Month number": "月番号",
     "Monthly": "毎月",
@@ -3536,6 +4014,7 @@
     "Move {{group}} up": "{{group}} を上に移動",
     "Move a request header": "リクエストヘッダーを移動",
     "Move affiliate rewards to your main balance": "アフィリエイト報酬をメイン残高に移動する",
+    "Move channels into a priority tier or between tiers. Priority values update automatically.": "チャネルを同じ優先度のグループ内、またはグループ間に移動できます。優先度の値は自動計算されます。",
     "Move fallback to end": "フォールバックを最後へ",
     "Move Field": "フィールドを移動",
     "Move Header": "ヘッダーを移動",
@@ -3545,6 +4024,7 @@
     "Move source field to target field": "ソースフィールドをターゲットフィールドに移動",
     "ms": "ms",
     "Multi-key channel: Keys will be": "マルチキーチャネル: キーは",
+    "Multi-key channels do not support balance queries": "マルチキーチャネルは残高照会に対応していません",
     "Multi-Key Management": "マルチキー管理",
     "Multi-key management {{action}} on channel (ID: {{id}})": "チャネル（ID: {{id}}）でマルチキー管理操作 {{action}} を実行しました",
     "Multi-Key Mode (multiple keys, one channel)": "マルチキー モード (複数のキー、1つのチャネル)",
@@ -3568,6 +4048,8 @@
     "Multipliers for recharge pricing based on user groups.": "ユーザーグループに基づいたリチャージ価格設定の乗数。",
     "Must be a valid URL": "有効な URL を入力してください",
     "Must be at least 8 characters": "8文字以上である必要があります",
+    "Must be greater than 0": "0 より大きい値にしてください",
+    "Must be greater than or equal to 0": "0 以上にしてください",
     "My Subscriptions": "マイサブスクリプション",
     "my-status": "my-status",
     "MySQL detected": "MySQLが検出されました",
@@ -3580,6 +4062,7 @@
     "Name is available": "名前が利用可能です",
     "Name is not available": "名前が利用できません",
     "Name Matching Rule": "名前の一致ルール",
+    "Name must be 64 characters or fewer": "名前は 64 文字以内で入力してください",
     "Name must be between {{min}} and {{max}} characters": "名前は{{min}}文字以上{{max}}文字以下である必要があります",
     "Name Rule": "名前ルール",
     "Name Suffix": "名前サフィックス",
@@ -3603,6 +4086,7 @@
     "Network proxy for this channel (supports HTTP, HTTPS, SOCKS5, and SOCKS5H)": "このチャネルのネットワークプロキシ（HTTP、HTTPS、SOCKS5、SOCKS5H に対応）",
     "Never": "しない",
     "Never expires": "無期限",
+    "Never used": "未使用",
     "Never used an API Gateway?": "APIゲートウェイを一度も使用したことがありませんか？",
     "NEW": "NEW",
     "New API": "新しいAPI",
@@ -3616,6 +4100,7 @@
     "New metadata": "新しいメタデータ",
     "New model": "新しいモデル",
     "New Models ({{count}})": "新しいモデル ({{count}})",
+    "New models: all metadata shown below will be imported automatically. No selection is needed.": "新規モデル：以下のすべての情報を自動で取り込みます。選択は不要です。",
     "New name will be:": "新しい名前は次のようになります:",
     "New Passkeys use the primary domain. Compatible domains keep existing Passkeys working.": "新しいパスキーはメインドメインを使用します。既存のパスキーは互換ドメインで引き続き使用できます。",
     "New Passkeys use this domain. Enter a domain without https://, a port or a path. An empty field uses the system website address.": "新しいパスキーはこのドメインを使用します。https://、ポート、パスを含めず、ドメインのみ入力してください。空欄の場合はシステムのウェブサイトアドレスを使用します。",
@@ -3623,8 +4108,12 @@
     "New password": "新しいパスワード",
     "New Password": "新しいパスワード",
     "New password must be different from current password": "新しいパスワードは現在のものと異なっていなければなりません",
+    "New priority: {{priority}}": "新しい優先度：{{priority}}",
+    "New priority: {{priority}} · {{count}} channels affected": "新しい優先度：{{priority}} · {{count}} チャンネルに影響",
     "New records include the fields below. Existing fields are kept unless explicitly selected.": "新規レコードには以下の項目が含まれます。既存の項目は明示的に選択しない限り保持されます。",
     "New User Quota": "新しいユーザー割り当て",
+    "New user registration has been disabled by administrator": "管理者により新規ユーザー登録が無効化されています",
+    "New user sign-up bonus {{quota}}": "新規登録ボーナス {{quota}}",
     "New value": "新しい値",
     "New vendors": "新規ベンダー",
     "New version available: {{version}}": "新しいバージョンが利用可能です：{{version}}",
@@ -3636,6 +4125,7 @@
     "Next reset": "次のリセット",
     "No": "いいえ",
     "No About Content Set": "概要コンテンツが設定されていません",
+    "No access tokens": "アクセストークンはありません",
     "No Active": "アクティブなし",
     "No active login sessions": "有効なログインセッションはありません",
     "No active system tasks.": "進行中のシステムタスクはありません。",
@@ -3652,11 +4142,16 @@
     "No app usage data available for this model.": "このモデルのアプリ利用データはまだありません。",
     "No apps match the selected filters": "条件に一致するアプリはありません",
     "No Auth": "認証なし",
+    "No auto groups configured": "自動グループが未設定です",
+    "No auto-disabled keys to delete": "削除する自動無効化キーがありません",
+    "No available channel": "No available channel",
     "No available channels": "利用可能なチャネルなし",
+    "No available groups": "No available groups",
     "No available groups in the global Auto order.": "グローバル Auto 順序に利用可能なグループがありません。",
     "No available models": "利用可能なモデルがありません",
     "No available Web chat links": "利用可能なWebチャットリンクがありません",
     "No backup": "バックアップなし",
+    "No backup group": "予備グループなし",
     "No base input price": "基本入力価格なし",
     "No billing parameters declared": "課金パラメータは宣言されていません",
     "No billing records found": "請求記録が見つかりません",
@@ -3693,6 +4188,7 @@
     "No description available.": "説明はありません。",
     "No discount tiers configured. Click \"Add discount tier\" to get started.": "割引ティアは設定されていません。「割引ティアを追加」をクリックして開始してください。",
     "No duplicate keys found": "重複キーが見つかりませんでした",
+    "No enabled Astra channels": "No enabled Astra channels",
     "No enabled channel key": "有効なチャネルキーがありません",
     "No enabled groups": "有効なグループなし",
     "No enabled tokens available": "有効なトークンがありません",
@@ -3706,6 +4202,7 @@
     "No flow data available": "フローデータがありません",
     "No group": "グループなし",
     "No group found.": "グループが見つかりません。",
+    "No group monitors": "No group monitors",
     "No group-based rate limits configured. Click \"Add group\" to get started.": "グループベースのレート制限が設定されていません。\"グループを追加\" をクリックして開始してください。",
     "No groups match your search": "検索に一致するグループがありません",
     "No groups yet. Add a group to get started.": "グループはまだありません。グループを追加して開始してください。",
@@ -3719,7 +4216,11 @@
     "No integrity verification": "整合性検証なし",
     "No Inviter": "招待者なし",
     "No IP restriction": "制限なし",
+    "No key index specified to delete": "削除するキーのインデックスが指定されていません",
+    "No key index specified to disable": "無効にするキーのインデックスが指定されていません",
+    "No key index specified to enable": "有効にするキーのインデックスが指定されていません",
     "No keys found": "キーが見つかりません",
+    "No keys to disable": "無効にできるキーがありません",
     "No latency data available": "レイテンシデータがありません",
     "No linked models": "関連モデルはありません",
     "No linked OAuth provider is available.": "利用できる連携済みOAuthプロバイダーがありません。",
@@ -3768,14 +4269,19 @@
     "No nodes": "ノードなし",
     "No notable climbers right now": "現在、目立った上昇はありません",
     "No notable drops right now": "現在、目立った下降はありません",
+    "No notifications are available to you right now": "現在、受け取れる通知はありません",
     "No parameter overrides configured.": "パラメータのオーバーライドが設定されていません。",
     "No Passkey is registered.": "Passkeyが登録されていません。",
     "No payment methods available. Please contact administrator.": "利用可能な支払い方法がありません。管理者に連絡してください。",
     "No payment methods configured": "決済方法が設定されていません",
     "No payment methods configured. Click \"Add method\" or use templates to get started.": "支払い方法が設定されていません。「メソッドを追加」をクリックするか、テンプレートを使用して開始してください。",
     "No payment methods match your search": "検索に一致する支払い方法がありません",
+    "No pelican works yet": "No pelican works yet",
     "No performance data available": "利用可能なパフォーマンスデータはありません",
+    "No permission to access users of same or higher level": "同等以上のレベルのユーザー情報にアクセスする権限がありません",
+    "No permission to change the 2FA settings of users at the same or higher level": "同等以上のレベルのユーザーの 2FA 設定を変更する権限がありません",
     "No permission to perform this action": "この操作を実行する権限がありません",
+    "No permission to update users of same or higher permission level": "同等以上の権限レベルのユーザーを更新する権限がありません",
     "No plans available": "利用可能なプランがありません",
     "No plugins available for binding": "紐付け可能なプラグインがありません",
     "No preceding rule matched": "先行するルールに一致しない場合",
@@ -3789,6 +4295,8 @@
     "No Quota": "クォータなし",
     "No quota limit": "上限なし",
     "No ratio differences found": "比率の差異は見つかりませんでした",
+    "No recent data": "No recent data",
+    "No recent detections": "No recent detections",
     "No recent usage": "最近の使用なし",
     "No records": "記録がありません",
     "No records found. Try adjusting your filters.": "記録が見つかりません。フィルターを調整してみてください。",
@@ -3812,6 +4320,7 @@
     "No separate media pricing configured.": "個別のメディア料金は設定されていません。",
     "No source available": "ソースコードはありません",
     "No source changes": "ソースコードに変更はありません",
+    "No special ratios configured": "特別倍率が未設定です",
     "No status code mappings configured.": "ステータスコードのマッピングが設定されていません。",
     "No stores on this merchant yet. Set a return URL and click Create to mint your first pair.": "このマーチャントにはまだストアがありません。戻り URL を設定し、作成をクリックして最初のペアを作成してください。",
     "No subscription plans yet": "サブスクリプションプランがありません",
@@ -3836,26 +4345,31 @@
     "No users available. Try adjusting your search or filters.": "利用可能なユーザーがいません。検索またはフィルターを調整してみてください。",
     "No Users Found": "ユーザーが見つかりません",
     "No valid custom Auto groups remain. Add a group or restore global Auto.": "有効なカスタム Auto グループがありません。グループを追加するか、グローバル Auto に戻してください。",
+    "No valid upstream channel": "有効な上流チャネルがありません",
     "No vendor": "ベンダー未指定",
     "No vendor data available": "ベンダーデータがありません",
     "No vendors found": "プロバイダーが見つかりません",
     "No verification method is available for this action.": "この操作に利用できる確認方法がありません。",
     "No version history": "バージョン履歴はありません",
+    "No vision works yet": "No vision works yet",
     "No X Found": "X が見つかりません",
     "Node": "ノード",
     "Node filters": "ノードフィルター",
     "Node Name": "ノード名",
     "Node role": "ノードの役割",
     "Nodes reporting from this deployment and their latest heartbeat.": "このデプロイから報告されたノードと最新のハートビート。",
+    "Non-Astra fingerprint": "Astra 以外の指紋",
     "Non-stream": "非ストリーミング",
     "Non-zero invitation rewards require compliance confirmation in Payment Gateway settings.": "0 以外の招待報酬には、支払いゲートウェイ設定でのコンプライアンス確認が必要です。",
     "None": "なし",
     "None (plugin declaration)": "なし（プラグインの宣言）",
     "noreply@example.com": "noreply@example.com",
+    "Normal": "Normal",
     "Normalized:": "正規化：",
     "Not available": "利用できません",
     "Not backed up": "未バックアップ",
     "Not bound": "未バインド",
+    "Not checked": "Not checked",
     "Not configured": "未設定",
     "Not configured for some providers": "一部のプロバイダーの料金は未設定です",
     "Not configured for this provider": "このプロバイダーの料金は未設定です",
@@ -3864,12 +4378,16 @@
     "Not declared; an API key may still be required.": "認証方式の宣言がありません。API キーが必要な場合があります。",
     "Not Equals": "等しくない",
     "Not found upstream": "上流に見つかりません",
-    "Not generated": "未生成",
+    "Not implemented yet": "まだ実装されていません",
     "Not in pricing table": "料金グループ表にありません",
     "Not included": "未登録",
     "Not installed": "未インストール",
     "Not listed": "非表示",
+    "Not logged in": "ログインしていません",
     "Not matched": "不一致",
+    "Not measured": "Not measured",
+    "Not passed": "Not passed",
+    "Not provided": "Not provided",
     "Not provided by this source": "このソースでは提供されていません",
     "Not recorded": "記録なし",
     "Not registered": "未登録",
@@ -3887,6 +4405,8 @@
     "Notification Email": "通知メール",
     "Notification Method": "通知方法",
     "Notifications": "通知",
+    "Notifications to receive": "受け取る通知",
+    "Now": "Now",
     "Now a user whose user group is vip creates tokens with different groups and makes one call with each:": "ここで、ユーザーグループが vip のユーザーが異なるグループのトークンを作成し、それぞれ1回ずつ呼び出します：",
     "Nucleus sampling probability mass": "核サンプリングの累積確率",
     "Number": "数値",
@@ -3911,6 +4431,7 @@
     "OAuth Integrations": "OAuth連携",
     "OAuth pop-up was blocked": "OAuth ポップアップがブロックされました",
     "OAuth popup storage is unavailable.": "OAuthポップアップのストレージを利用できません。",
+    "OAuth provider not found": "OAuth プロバイダーが見つかりません",
     "OAuth window is no longer available.": "OAuthウィンドウを利用できなくなりました。",
     "Object Prune Rules": "オブジェクト削除ルール",
     "Observability": "可観測性",
@@ -3920,6 +4441,7 @@
     "of": "件、合計",
     "of 3:": "3のうち:",
     "off": "オフ",
+    "Off by default. Exclude groups flagged by the latest valid quality checks within 6 hours. Unknown results remain eligible.": "Off by default. Exclude groups flagged by the latest valid quality checks within 6 hours. Unknown results remain eligible.",
     "Official": "公式",
     "Official Claude Messages": "公式 Claude Messages",
     "Official documentation": "公式ドキュメント",
@@ -3941,19 +4463,23 @@
     "OIDC discovery URL. Click \"Auto-discover\" to fetch endpoints automatically.": "OIDCディスカバリーURL。「自動検出」をクリックすると、エンドポイントを自動的に取得します。",
     "OIDC Display Name": "OIDC 表示名",
     "OIDC endpoints discovered successfully": "OIDCエンドポイントの検出に成功しました",
+    "OIDC ID is empty!": "OIDC ID が空です！",
     "Old Format Template": "旧形式テンプレート",
     "Old format: Direct override. New format: Supports conditional judgment and custom JSON operations.": "旧形式: 直接上書き。新形式: 条件判定とカスタムJSON操作をサポートします。",
     "Ollama": "Ollama",
     "Ollama Models": "Ollamaモデル",
     "One API": "1つのAPI",
+    "One channel, {{calls}} requests, group ratio {{ratio}}x.": "One channel, {{calls}} requests, group ratio {{ratio}}x.",
     "One domain per line": "1行に1つのドメイン",
     "One domain per line (only used when domain restriction is enabled)": "1行に1つのドメイン (ドメイン制限が有効な場合のみ使用されます)",
     "One IP or CIDR range per line": "1行に1つのIPまたはCIDR範囲",
     "One IP per line (empty for no restriction)": "1行に1つのIP (制限なしの場合は空欄)",
     "one keyword per line": "1行に1つのキーワード",
+    "One work per Astra channel.": "各Astraチャネルで1回につき1作品を生成します。",
     "online": "オンライン",
     "Online": "オンライン",
     "Online payment is not enabled. Please contact the administrator.": "オンライン決済が有効になっていません。管理者にお問い合わせください。",
+    "Online top-up succeeded, amount added: {{quota}}, payment amount: {{amount}}": "オンラインチャージが完了しました。追加額：{{quota}}、支払額：{{amount}}",
     "Online topup is not enabled. Please use redemption code or contact administrator.": "オンラインチャージは有効になっていません。引き換えコードを使用するか、管理者に連絡してください。",
     "Only allow specific email domains": "特定のEメール ドメインのみを許可する",
     "Only available for admins. When enabled, you will receive a summary notification via your selected method when the scheduled model check detects upstream model changes or check failures.": "管理者のみ利用可能です。有効にすると、スケジュールされたモデルチェックでアップストリームモデルの変更やチェック失敗が検出された際に、選択した方法で概要通知を受け取ります。",
@@ -3986,10 +4512,10 @@
     "Open in New Tab": "新しいタブで開く",
     "Open menu": "メニューを開く",
     "Open Query Balance to view the upstream JSON response": "「残高照会」を開いて上流の JSON レスポンスを確認してください",
-    "Otherwise the binding is removed.": "オフの場合は関連付けを削除します。",
     "Open release": "リリースを開く",
     "Open source": "オープンソース",
     "Open Source": "オープンソース",
+    "Open status page": "Open status page",
     "Open the io.net console API Keys page": "io.netコンソールAPIキーページを開く",
     "Open theme settings": "テーマ設定を開く",
     "Open weights": "公開ウェイト",
@@ -4024,6 +4550,7 @@
     "Operation failed": "操作に失敗しました",
     "Operation successful": "操作が成功しました",
     "Operation Type": "操作タイプ",
+    "Operational": "Operational",
     "Operations": "運用",
     "Operator": "操作者",
     "Operator Admin": "オペレーター管理",
@@ -4044,12 +4571,15 @@
     "Optional settings for advanced container configuration.": "高度なコンテナ設定のためのオプション設定。",
     "Optional supplementary information (max 100 characters)": "オプションの補足情報 (最大100文字)",
     "Optional tag for grouping channels": "チャネルをグループ化するためのオプションのタグ",
+    "Optional. Without it, Google picks the region; with it, requests go to the deployment region below.": "任意。未入力の場合は Google がリージョンを選びます。入力すると、下のデプロイリージョンにリクエストを送信します。",
     "Opus Model": "Opus モデル",
     "Or continue with": "または、以下で続行",
     "Or enter this key manually:": "または、このキーを手動で入力してください:",
     "or pick existing": "または既存のものを選択",
     "Order completed successfully": "注文が正常に完了しました",
     "Order History": "注文履歴",
+    "Order is not pending payment and cannot be completed": "注文が支払い待ちではないため、完了できません",
+    "Order number not provided": "注文番号が指定されていません",
     "Order Payment Method": "注文の支払い方法",
     "org-...": "org-...",
     "Original Model": "オリジナルモデル",
@@ -4066,11 +4596,14 @@
     "Other users": "その他のユーザー",
     "Otherwise (the preceding conditions do not match)": "それ以外（上記の条件を満たさない場合）",
     "Otherwise → {{name}}": "それ以外 → {{name}}",
+    "Otherwise the binding is removed.": "オフの場合は関連付けを削除します。",
     "Outage": "ダウンタイム",
     "Output": "出力",
     "Output aspect ratio": "出力アスペクト比",
     "Output image size": "出力画像サイズ",
     "Output price": "出力価格",
+    "Output Price: High to Low": "出力価格：高い順",
+    "Output Price: Low to High": "出力価格：低い順",
     "Output token price for generated tokens.": "生成された出力トークンの価格。",
     "Output token rate": "出力トークン速度",
     "Output tokens": "出力トークン",
@@ -4138,6 +4671,7 @@
     "Pass-through Headers (comma-separated or JSON array)": "パススルーヘッダー（カンマ区切りまたはJSON配列）",
     "Pass-through help": "パススルーのヘルプ",
     "Pass-through requires native forwarding": "パススルーにはネイティブ転送が必要です",
+    "Passed": "Passed",
     "Passive recovery only": "パッシブ復旧のみ",
     "Passkey": "Passkey",
     "Passkey Authentication": "パスキー認証",
@@ -4177,32 +4711,44 @@
     "Password copied to clipboard: {{password}}": "パスワードがクリップボードにコピーされました：{{password}}",
     "Password has been copied to clipboard": "パスワードがクリップボードにコピーされました",
     "Password Login": "パスワードログイン",
+    "Password login has been disabled by administrator": "管理者によりパスワードログインが無効化されています",
     "Password must be at least 8 characters": "パスワードは少なくとも8文字である必要があります",
     "Password must be at most 20 characters long": "パスワードは20文字以内で入力してください",
     "Password must be between 8 and 20 characters": "パスワードは8文字以上20文字以下である必要があります",
     "Password must contain between 8 and 128 characters.": "パスワードは8～128文字で入力してください。",
     "Password Registration": "パスワード登録",
+    "Password registration has been disabled by administrator, please use third-party account verification": "管理者によりパスワードでの登録が無効化されています。外部アカウント認証で登録してください",
     "Password reset and copied to clipboard: {{password}}": "パスワードがリセットされ、クリップボードにコピーされました：{{password}}",
+    "Password reset link is invalid or has expired": "パスワード再設定リンクが無効か、期限切れです",
     "Password reset: {{password}}": "パスワードがリセットされました：{{password}}",
     "Password set successfully": "パスワードを設定しました",
     "Password settings have changed. Reload the page and try again.": "パスワード設定が変わりました。ページを再読み込みしてお試しください。",
     "Passwords do not match": "パスワードが一致しません",
     "Passwords don't match.": "パスワードが一致しません。",
+    "Past": "Past",
     "Paste Connection Info": "接続情報を貼り付け",
     "Paste JavaScript source here...": "JavaScript ソースを貼り付け...",
     "Path": "パス",
     "Path not set": "パス未設定",
     "Path Regex (one per line)": "パス正規表現（1行に1つ）",
     "Path:": "パス：",
+    "Pause drag demo": "ドラッグのデモを一時停止",
     "Pay": "Pay",
+    "Pay {{amount}}": "支払額 {{amount}}",
+    "Pay {{amount}} <savings>• Save {{saved}}</savings>": "支払額 {{amount}} <savings>• {{saved}} お得</savings>",
     "Pay with Balance": "残高で支払う",
     "Pay-as-you-go with real-time usage monitoring": "リアルタイム使用量監視付き従量課金制",
     "Payment": "支払い",
     "Payment aggregator mode — onboard with your own registered company (offshore entity). Built for Enterprise.": "決済アグリゲーターモード — 自社の登録済み法人（オフショア法人）でオンボーディングします。エンタープライズ向けです。",
+    "Payment amount is too low": "支払金額が低すぎます",
+    "Payment cancel redirect URL is not in the trusted domain list": "支払いキャンセル時のリダイレクト URL が信頼済みドメインの一覧にありません",
     "Payment Channel": "決済チャネル",
+    "Payment configuration error": "支払い設定エラー",
     "Payment Gateway": "決済ゲートウェイ",
+    "Payment information has not been configured by administrator": "管理者が支払い情報を設定していません",
     "Payment initiated": "支払いが開始されました",
     "Payment Method": "チャージ方法",
+    "Payment method does not exist": "支払い方法が存在しません",
     "Payment method identifier": "決済方法の識別子",
     "Payment method identifier is required": "決済方法の識別子は必須です",
     "Payment method name": "決済方法名",
@@ -4215,16 +4761,22 @@
     "Payment request failed": "支払いリクエストが失敗しました",
     "Payment return URL": "決済完了後のリダイレクトURL",
     "Payment return URL is empty. Create the product without a SuccessURL redirect?": "支払い戻り URL が空です。SuccessURL リダイレクトなしで商品を作成しますか？",
+    "Payment success redirect URL is not in the trusted domain list": "支払い完了時のリダイレクト URL が信頼済みドメインの一覧にありません",
     "Payment type key": "支払いタイプキー",
     "Payment type key is required": "支払いタイプキーは必須です",
     "Payment, redemption codes, subscription plans, and invitation rewards are locked until the root administrator confirms the compliance terms.": "ルート管理者がコンプライアンス条件を確認するまで、支払い、引換コード、サブスクリプションプラン、招待報酬はロックされます。",
+    "Payment, redemption, subscription, and invitation reward features are disabled. The administrator must confirm compliance terms before enabling them.": "支払い、引き換えコード、サブスクリプション、招待報酬の機能は無効です。有効にするには、管理者がコンプライアンス条項を確認する必要があります。",
     "Peak": "ピーク",
     "Peak KV cache usage": "最大 KV キャッシュ使用率",
     "Peak throughput": "ピークスループット",
     "Peak token pool usage": "トークンプールの最大使用率",
+    "Pelican detection": "Pelican detection",
+    "Pelican sample {{number}}": "Pelican sample {{number}}",
+    "Pelican work preview": "Pelican work preview",
     "Penalises repetition of frequent tokens": "頻出トークンの繰り返しを抑制します",
     "pending": "保留中",
     "Pending": "保留中",
+    "Pending settlement": "Pending settlement",
     "per": "あたり",
     "Per 1K tokens": "1Kトークンあたり",
     "Per 1M tokens": "1Mトークンあたり",
@@ -4242,6 +4794,8 @@
     "Per-request": "リクエスト単位",
     "Per-request (deprecated)": "リクエスト単位（非推奨）",
     "Per-request (fixed price)": "リクエストごと (固定価格)",
+    "Per-request Price: High to Low": "リクエスト単価：高い順",
+    "Per-request Price: Low to High": "リクエスト単価：低い順",
     "Per-token": "トークン単位",
     "Per-token (deprecated)": "トークン単位（非推奨）",
     "Per-token (ratio based)": "トークンごと (比率ベース)",
@@ -4249,6 +4803,7 @@
     "Percentage:": "パーセンテージ:",
     "Performance": "パフォーマンス",
     "Performance data is not yet available for this model.": "このモデルのパフォーマンスデータはまだ利用できません。",
+    "Performance for {{model}}": "{{model}}の性能",
     "Performance health": "パフォーマンス状態",
     "Performance metrics for the last 24 hours": "直近24時間のパフォーマンス指標",
     "Performance metrics shown here are simulated for preview purposes and will be replaced with live observability data once the backend integration is complete.": "ここに表示されているパフォーマンス指標はプレビュー用のシミュレーションデータです。バックエンド連携の完了後、実データに置き換えられます。",
@@ -4261,13 +4816,16 @@
     "Periodically checks only channels with auto-disable enabled, excluding manually disabled channels.": "自動無効化が有効なチャネルのみを定期チェックします。手動で無効化されたチャネルは対象外です。",
     "Periodically send ping frames to keep streaming connections active.": "ストリーミング接続をアクティブに保つために、定期的にpingフレームを送信します。",
     "Permanently delete your account and all data": "アカウントとすべてのデータを永久に削除",
+    "Permissions": "権限",
     "Permit Passkey registration on non-HTTPS origins (only recommended for development)": "非HTTPSオリジンでのパスキー登録を許可する（開発でのみ推奨）",
     "Perplexity": "Perplexity",
     "Persist your data file": "データファイルを永続化する",
     "Personal": "個人",
     "Personal area": "個人エリア",
     "Personal Center Area": "パーソナルセンターエリア",
+    "Personal group multipliers": "Personal group multipliers",
     "Personal info settings": "個人情報設定",
+    "Personal rate": "Personal rate",
     "Personal Settings": "個人設定",
     "Personal settings and profile management.": "個人設定とプロフィール管理。",
     "Personal use": "個人利用",
@@ -4277,9 +4835,12 @@
     "Pick or create both a store and a product before saving.": "保存する前に、ストアと商品の両方を選択または作成してください。",
     "Ping Interval (seconds)": "Ping間隔（秒）",
     "Plan": "プラン",
+    "Plan amount is too low": "プランの金額が低すぎます",
     "Plan ID": "プラン ID",
     "Plan Name": "プラン名",
+    "Plan name cannot be empty": "プラン名を入力してください",
     "Plan Price": "プラン価格",
+    "Plan price cannot be empty": "プランの価格を入力してください",
     "Plan price must be greater than zero": "プラン価格は 0 より大きい必要があります",
     "Plan Quota": "プランのクォータ",
     "Plan Subtitle": "プランサブタイトル",
@@ -4294,6 +4855,7 @@
     "Please agree to the legal terms first": "先に利用規約に同意してください",
     "Please complete the security check to continue.": "続行するにはセキュリティチェックを完了してください。",
     "Please confirm that you understand the consequences": "結果を理解したことを確認してください",
+    "Please confirm the compliance statement": "コンプライアンス声明を確認してください",
     "Please confirm your password": "パスワードを確認してください",
     "Please enable io.net model deployment service and configure an API key in System Settings.": "システム設定で io.net モデルデプロイサービスを有効にし、API キーを設定してください。",
     "Please enable Two-factor Authentication or Passkey before proceeding": "続行する前に、二要素認証またはパスキーを有効にしてください",
@@ -4331,6 +4893,7 @@
     "Please select a container": "コンテナを選択してください",
     "Please select a payment method": "お支払い方法を選択してください",
     "Please select a primary model": "プライマリモデルを選択してください",
+    "Please select a product": "商品を選択してください",
     "Please select a subscription plan": "サブスクリプションプランを選択してください",
     "Please select at least one channel": "少なくとも1つのチャネルを選択してください",
     "Please select at least one model": "少なくとも1つのモデルを選択してください",
@@ -4341,12 +4904,15 @@
     "Please try again later.": "後でもう一度お試しください。",
     "Please type the following text to confirm:": "確認するには次のテキストを入力してください:",
     "Please upload key file(s)": "キーファイルをアップロードしてください",
+    "Please wait {{seconds}} seconds before requesting another verification code.": "確認コードを再度リクエストするには {{seconds}} 秒お待ちください。",
     "Please wait a moment before trying again.": "しばらく待ってからもう一度お試しください。",
     "Please wait a moment, human check is initializing...": "しばらくお待ちください、人間チェックを初期化中です...",
     "Please wait before editing to avoid overwriting saved values.": "保存済みの値を上書きしないよう、編集前に読み込み完了をお待ちください。",
     "Please wait before requesting another verification code.": "しばらく待ってから確認コードを再送信してください。",
+    "Please wait five minutes between sampling rounds": "Please wait five minutes between sampling rounds",
     "Please wait for the current generation to complete": "現在の生成が完了するまでお待ちください",
     "Plugin": "プラグイン",
+    "Plugin activation failed": "プラグインの有効化に失敗しました",
     "Plugin author": "プラグイン作成者",
     "Plugin default": "プラグインの既定値",
     "Plugin details": "プラグインの詳細",
@@ -4360,9 +4926,11 @@
     "Plugin is still in use": "プラグインは使用中です",
     "Plugin key": "プラグインキー",
     "Plugin metadata": "プラグインメタデータ",
+    "Plugin metadata contains an unknown field \"{{field}}\". If this plugin was downloaded from the official marketplace, it may require a newer version of new-api. Try updating new-api and installing the plugin again.": "プラグインのメタデータに不明なフィールド「{{field}}」が含まれています。公式マーケットプレイスから入手したプラグインの場合、より新しいバージョンの new-api が必要な可能性があります。new-api を更新してから、プラグインを再インストールしてください。",
     "Plugin sandbox": "プラグインサンドボックス",
+    "Plugin saved, activation required": "プラグインを保存しました。有効化が必要です",
     "Plugin source": "プラグインソース",
-    "Plugin source exceeds the 1 MiB limit.": "プラグインのソースが 1 MiB の上限を超えています。",
+    "Plugin source exceeds the 8 MiB limit.": "プラグインのソースが 8 MiB の上限を超えています。",
     "Plugin uploaded successfully": "プラグインをアップロードしました",
     "Plugin version activated": "プラグインバージョンを有効化しました",
     "Plugin version deleted": "プラグインバージョンを削除しました",
@@ -4370,6 +4938,7 @@
     "Plugin-defined interfaces": "プラグイン独自のインターフェース",
     "Plugins": "プラグイン",
     "Plugins can access channel credentials. Review the source and differences before installing.": "プラグインはチャネルの認証情報にアクセスできます。インストール前にソースコードと差分を確認してください。",
+    "Plus池": "Plus pool",
     "Policy JSON": "ポリシーJSON",
     "Polling": "ポーリング",
     "Polling mode requires Redis and memory cache, otherwise performance will be significantly degraded": "ポーリングモードにはRedisとメモリキャッシュが必要です。そうでない場合、パフォーマンスが大幅に低下します",
@@ -4377,6 +4946,7 @@
     "Port": "ポート",
     "Port must be a positive integer": "ポートは正の整数でなければなりません",
     "Position {{position}}": "{{position}} 番目",
+    "Possibly an upstream timeout": "上流のタイムアウトの可能性があります",
     "Post Delta": "事後差額",
     "PostgreSQL detected": "PostgreSQLが検出されました",
     "PostgreSQL offers advanced reliability and data integrity for production workloads.": "PostgreSQL は本番ワークロード向けの高度な信頼性とデータ整合性を提供します。",
@@ -4387,7 +4957,14 @@
     "Pre-consumed": "事前消費",
     "Pre-Consumed Quota": "事前消費クォータ",
     "Pre-release": "プレリリース",
+    "Prefer recent streaming model-test results: latest valid first-token time per channel within 1 hour, averaged across the group. Untested groups rank last.": "Prefer recent streaming model-test results: latest valid first-token time per channel within 1 hour, averaged across the group. Untested groups rank last.",
+    "Prefer recent streaming model-test results: latest valid first-token time per channel within 6 hours, averaged across the group. Untested groups rank last.": "Prefer recent streaming model-test results: latest valid first-token time per channel within 6 hours, averaged across the group. Untested groups rank last.",
+    "Prefer the highest average throughput of the latest 30 valid calls for the requested model. Use model tests when no call samples exist; unmeasured groups rank last.": "リクエストしたモデルの直近30件の有効な呼び出しで、平均スループットが最も高いグループを優先します。サンプルがない場合はモデルテストの結果を使用し、未測定のグループは最後になります。",
+    "Prefer the highest recent request success rate for this model.": "Prefer the highest recent request success rate for this model.",
+    "Prefer the lowest average actual charge per million tokens for this model over the last 24 hours.": "Prefer the lowest average actual charge per million tokens for this model over the last 24 hours.",
     "Prefer the original channel, allow switching": "元のチャネルを優先し、切り替えを許可",
+    "Prefer the shortest average time to first token for this model.": "Prefer the shortest average time to first token for this model.",
+    "Prefer your lowest effective group multiplier, including personal overrides.": "Prefer your lowest effective group multiplier, including personal overrides.",
     "Preference saved as {{pref}}, but no active subscription. Requests will be rejected.": "設定は{{pref}}として保存されましたが、アクティブなサブスクリプションがありません。リクエストは拒否されます。",
     "Preference saved as {{pref}}, but no active subscription. Wallet will be used automatically.": "設定は{{pref}}として保存されましたが、アクティブなサブスクリプションがありません。ウォレットが自動的に使用されます。",
     "Preferences": "環境設定",
@@ -4416,6 +4993,7 @@
     "Preset recharge amounts displayed to users": "ユーザーに表示されるプリセットチャージ金額",
     "Preset Template": "プリセットテンプレート",
     "Preset templates": "プリセットのテンプレート",
+    "Preset: Astra prefers selected group": "プリセット：Astra は選択グループを優先",
     "preset.anthropic": "Anthropic",
     "preset.default": "デフォルト",
     "preset.forest-whisper": "フォレストウィスパー",
@@ -4436,17 +5014,23 @@
     "Preview fields": "項目をプレビュー",
     "Preview is unavailable for custom expressions.": "カスタム式はプレビューできません。",
     "Preview metadata first": "先にメタデータをプレビューしてください",
+    "Preview model": "Preview model",
     "Preview price changes": "料金変更をプレビュー",
     "Preview pricing conversion": "料金変換のプレビュー",
     "Preview selected changes": "選択した変更をプレビュー",
     "Preview unavailable": "プレビューを利用できません",
+    "Preview upstream model changes": "上流モデルの変更をプレビュー",
+    "Preview work": "Preview work",
     "Previous": "前へ",
     "Previous branch": "前のブランチ",
     "Previous page": "前のページ",
+    "Previous permissions": "変更前の権限",
     "Previous value": "以前の値",
     "Price": "価格",
     "Price ($/1K calls)": "価格（$/1K 回）",
     "Price (local currency / USD)": "価格 (現地通貨 / USD)",
+    "Price cannot be negative": "価格を負の値にすることはできません",
+    "Price cannot exceed 9999": "価格は 9999 を超えることはできません",
     "Price display": "価格表示",
     "Price display mode": "価格表示モード",
     "Price estimation": "料金見積もり",
@@ -4460,12 +5044,11 @@
     "Price summary": "価格概要",
     "price_xxx": "price_xxx",
     "Price:": "価格：",
-    "Price: High to Low": "価格：高い順",
-    "Price: Low to High": "価格：低い順",
     "Prices are in {{currency}}, with units shown below. Use USD when editing expressions directly.": "価格は{{currency}}で入力してください。単位は下に表示されています。式を直接編集する場合は米ドルを使用してください。",
     "Prices changed while preparing the conversion. Try again.": "変換の準備中に価格が変更されました。もう一度お試しください。",
     "Prices for each set of conditions": "各条件に対応する料金",
     "Prices shown per": "価格表示単位",
+    "Prices shown per {{unit}} tokens": "{{unit}} トークンあたりの価格",
     "Prices shown per usage unit": "使用単位ごとの価格を表示",
     "Prices synced successfully": "価格が正常に同期されました",
     "Prices vary by usage tier and request conditions": "価格は利用ティアとリクエスト条件で変動します",
@@ -4490,16 +5073,21 @@
     "Prioritize reusing the last successful channel based on keys extracted from request context (sticky routing)": "リクエストコンテキストから抽出したキーに基づいて、前回成功したチャネルを優先的に再利用します（スティッキールーティング）",
     "Priority": "優先度",
     "Priority (Default)": "優先度 (デフォルト)",
+    "Priority and weight selection": "Priority and weight selection",
     "Priority level from 0 (lowest) to 10 (highest), default is 5": "優先度レベル (0が最低、10が最高、デフォルトは5)",
     "Priority order for automatic group assignment. New tokens rotate through this list.": "自動グループ割り当ての優先順位。新しいトークンはこのリストをローテーションします。",
     "Priority order for tokens in the auto group. The system tries groups from top to bottom.": "auto グループのトークンの優先順位。システムは上から順にグループを試します。",
     "Privacy": "プライバシー",
     "Privacy Policy": "プライバシーポリシー",
     "Private Deployment URL": "プライベートデプロイメントURL",
+    "Probe availability": "Probe availability",
+    "Probe history": "Probe history",
     "Processed requests": "処理済みリクエスト",
     "Processing OAuth response...": "OAuth応答を処理中...",
     "Processing...": "処理中...",
     "Product": "商品",
+    "Product configuration error": "商品設定エラー",
+    "Product does not exist": "商品が存在しません",
     "Product ID": "商品 ID",
     "Product ID is required": "プロダクト ID は必須です",
     "Product Name": "商品名",
@@ -4534,6 +5122,7 @@
     "Provider & data privacy": "プロバイダーとデータ保護",
     "Provider created successfully": "プロバイダーの作成に成功しました",
     "Provider deleted successfully": "プロバイダーの削除に成功しました",
+    "Provider ID": "プロバイダ ID",
     "Provider Name": "プロバイダー名",
     "Provider source": "プロバイダーの種類",
     "Provider type (OpenAI, Anthropic, etc.)": "プロバイダタイプ (OpenAI, Anthropic など)",
@@ -4541,9 +5130,11 @@
     "Provider-specific endpoint, account, and compatibility settings.": "プロバイダー固有のエンドポイント、アカウント、互換性設定です。",
     "Proxy Address": "プロキシアドレス",
     "Proxy address must use HTTP, HTTPS, SOCKS5, or SOCKS5H and include a valid host": "プロキシアドレスは HTTP、HTTPS、SOCKS5、SOCKS5H のいずれかを使用し、有効なホストを含める必要があります",
+    "Pro池": "Pro pool",
     "Prune Object Items": "オブジェクト項目を整理",
     "Prune object items by conditions": "条件に基づいてオブジェクト項目を削除",
     "Prune Rule (string or JSON object)": "削除ルール（文字列またはJSONオブジェクト）",
+    "Public alias": "Public alias",
     "Public base URL for async task media. Supports a dedicated media domain, port, or Nginx path prefix; falls back to Server Address when empty.": "非同期タスクのメディア用公開ベース URL。専用のメディアドメイン、ポート、または Nginx パスプレフィックスを指定できます。空の場合はサーバーアドレスを使用します。",
     "Public model catalog and pricing page.": "モデルカタログと料金の公開ページ。",
     "Public rankings page based on live usage data.": "実際の利用データに基づく公開ランキングページ。",
@@ -4558,10 +5149,13 @@
     "Pull model": "モデルをプル",
     "Pulling...": "プル中...",
     "Purchase Limit": "購入上限",
+    "Purchase limit cannot be negative": "購入上限を負の値にすることはできません",
+    "Purchase limit for this plan has been reached": "このプランの購入上限に達しました",
     "Purchase limit reached": "購入上限に達しました",
     "Purchase Subscription": "サブスクリプションを購入",
     "QR Code Image URL": "QRコード画像URL",
     "QR code is not configured. Please contact support.": "QRコードが設定されていません。サポートにお問い合わせください。",
+    "Quality {{quality}}": "品質 {{quality}}",
     "Quantity": "数量",
     "QuantumNous": "QuantumNous",
     "Query": "Query",
@@ -4582,6 +5176,7 @@
     "Quota adjustment details": "クォータ調整の詳細",
     "Quota after adjustment": "調整後のクォータ",
     "Quota before adjustment": "調整前のクォータ",
+    "Quota change amount cannot be zero": "クォータの変更量を 0 にすることはできません",
     "Quota clamped": "クォータ制限適用",
     "Quota consumed before charging users": "ユーザーに請求する前に消費されるクォータ",
     "Quota Distribution": "クォータの分配",
@@ -4592,14 +5187,15 @@
     "Quota must be a positive number": "クォータは正の数である必要があります",
     "Quota must be zero or greater": "クォータは負の値にできません",
     "Quota Per Unit": "ユニットあたりのクォータ",
-    "Quota reminder (tokens)": "クォータリマインダー (トークン)",
     "Quota Reset": "クォータリセット",
     "Quota saturation protection triggered": "クォータ飽和保護が作動しました",
     "Quota Settings": "クォータ設定",
     "Quota Types": "クォータタイプ",
     "Quota unchanged": "クォータの変更なし",
+    "Quota unit is misconfigured": "クォータ単位の設定が正しくありません",
     "Quota update failed": "クォータの更新に失敗しました",
-    "Quota Warning Threshold": "クォータ警告しきい値",
+    "Quota value cannot be negative": "クォータ値は負の数にできません",
+    "Quota value exceeds valid range, maximum is {{max}}": "クォータ値が有効範囲を超えています。最大値は {{max}} です",
     "Quota:": "クォータ：",
     "Radius": "角丸",
     "Random": "ランダム",
@@ -4636,12 +5232,22 @@
     "Reason": "理由",
     "Reason:": "理由：",
     "Reasoning": "理由",
+    "Reasoning effort": "Reasoning effort",
     "Reasoning Effort": "推論強度",
-    "Receive Upstream Model Update Notifications": "アップストリームモデル更新通知を受け取る",
+    "Recalculated from tokens: tokens {{tokens}}, model ratio {{model_ratio}}, group ratio {{group_ratio}}, other multiplier {{other_multiplier}}": "トークンで再計算：トークン {{tokens}}、モデル倍率 {{model_ratio}}、グループ倍率 {{group_ratio}}、その他の倍数 {{other_multiplier}}",
     "Received": "受信済み",
     "Received amount": "受け取り額",
+    "Recent benchmark results": "Recent benchmark results",
+    "Recent candy test results": "Recent candy test results",
+    "Recent Ciallo test results": "Recent Ciallo test results",
+    "Recent degradation": "Recent degradation",
+    "Recent detection results": "Recent detection results",
     "Recent maintenance tasks running across instances and their execution status.": "各インスタンスで実行された最近のメンテナンスタスクとその実行状態。",
+    "Recent pelican works": "Recent pelican works",
+    "Recent sampling results": "Recent sampling results",
     "Recent success-rate samples; gray bars indicate missing data.": "直近の成功率のサンプルです。灰色のバーはデータがないことを示します。",
+    "Recent vision test results": "Recent vision test results",
+    "Recent vision works": "Recent vision works",
     "Recently completed or failed system task runs.": "最近完了または失敗したシステムタスク実行です。",
     "Recently launched models": "最近リリースされたモデル",
     "Recently launched models gaining traction": "最近リリースされ勢いのあるモデル",
@@ -4664,16 +5270,21 @@
     "Redeemed:": "引き換え済み:",
     "redemption code": "引き換えコード",
     "Redemption Code": "引き換えコード",
+    "Redemption code count must be greater than 0": "引き換えコードの数は 0 より大きくする必要があります",
     "Redemption code deleted successfully": "引き換えコードを正常に削除しました",
     "Redemption code disabled successfully": "引き換えコードを正常に無効にしました",
     "Redemption code enabled successfully": "引き換えコードを正常に有効にしました",
+    "Redemption code name length must be between 1-20": "引き換えコード名は 1 から 20 文字にしてください",
     "Redemption code updated successfully": "引き換えコードを正常に更新しました",
     "Redemption code(s) created successfully": "引き換えコードが正常に作成されました",
+    "Redemption codes": "引き換えコード",
     "Redemption Codes": "引き換えコード",
     "Redemption codes are disabled until the administrator confirms compliance terms.": "管理者がコンプライアンス条件を確認するまで、引換コードは無効です。",
     "Redemption codes created": "引き換えコードを作成しました",
     "redemption codes.": "引き換えコード。",
     "Redemption failed": "交換に失敗しました",
+    "Redemption failed, please try again later": "引き換えに失敗しました。しばらくしてから再試行してください",
+    "Redemption quota must be positive": "引き換えコードのクォータは正の値にしてください",
     "Redemption successful! Added: {{quota}}": "引き換え成功！追加：{{quota}}",
     "Redirect {{model}}": "{{model}} をリダイレクト",
     "Redirect fetched upstream names to the names your users call.": "取得した上流の名前を、ユーザーが呼び出す名前にリダイレクトします。",
@@ -4698,16 +5309,18 @@
     "Refresh details": "詳細を更新",
     "Refresh failed": "更新に失敗しました",
     "Refresh failed. Showing the last successful snapshot.": "更新に失敗しました。最後に取得できたスナップショットを表示しています。",
+    "Refresh in {{seconds}}s": "Refresh in {{seconds}}s",
     "Refresh interval (minutes)": "更新間隔 (分)",
+    "Refresh preview": "再確認",
     "Refresh Stats": "統計を更新",
     "Refresh the list and try again.": "一覧を更新して、もう一度お試しください。",
+    "Refresh the preview before trying again; some changes may already have been saved.": "一部の変更が保存済みの可能性があります。再確認してからやり直してください。",
+    "Refreshing": "Refreshing",
     "Refreshing...": "更新中...",
     "Refund": "返金",
     "Refund Details": "返金詳細",
     "Regenerate": "再生成",
-    "Regenerate access token?": "アクセストークンを再生成しますか？",
     "Regenerate Backup Codes": "バックアップコードを再生成",
-    "Regenerate token": "トークンを再生成",
     "Regenerated two-factor backup codes": "二要素認証のバックアップコードを再生成しました",
     "Regenerating immediately invalidates any existing token.": "再生成すると、既存のトークンは直ちに無効になります。",
     "Regex": "正規表現",
@@ -4722,9 +5335,16 @@
     "Registry (optional)": "レジストリ (オプション)",
     "Registry secret": "レジストリ シークレット",
     "Registry username": "レジストリ ユーザー名",
+    "Regular administrators cannot promote other users to administrator": "一般の管理者は他のユーザーを管理者に昇格できません",
     "Reinstall latest": "最新版を再インストール",
+    "Reject a Responses result when the upstream declares a model other than gpt-6-astra. Enabled by default; disable only for an intentional mapping.": "Reject a Responses result when the upstream declares a model other than gpt-6-astra. Enabled by default; disable only for an intentional mapping.",
     "Reject Reason": "拒否理由",
+    "Rejected and charged": "Rejected and charged",
+    "Rejected results still incur upstream usage charges. Switching sends another request that is charged separately, so one client request can incur multiple charges. If no safe switch is available, the request fails instead of delivering a mismatched result.": "Rejected results still incur upstream usage charges. Switching sends another request that is charged separately, so one client request can incur multiple charges. If no safe switch is available, the request fails instead of delivering a mismatched result.",
+    "Rejected without charge": "Rejected without charge",
     "Release details": "リリース詳細",
+    "Release to insert a new priority tier": "離して新しい優先度を挿入",
+    "Release to join priority {{priority}}": "離して優先度 {{priority}} に統合",
     "Released": "公開日",
     "Reload pricing": "料金を再読み込み",
     "Reload vendor details": "プロバイダー情報を再読み込み",
@@ -4737,6 +5357,11 @@
     "Remaining quota units": "残りクォータ単位",
     "Remaining:": "残り:",
     "Remark": "備考",
+    "Remind me next time": "Remind me next time",
+    "Remind me once when my balance drops below the threshold": "残高がしきい値を下回ったときに一度だけ通知します",
+    "Remind users through their chosen notification method when their balance drops below the threshold": "残高がしきい値を下回ったユーザーに、そのユーザーが選んだ通知方法でお知らせします",
+    "Reminder threshold": "通知しきい値",
+    "Reminder threshold cannot be negative": "通知しきい値に負の値は指定できません",
     "Remove": "削除",
     "Remove {{group}}": "{{group}} を削除",
     "Remove {{value}}": "{{value}} を削除",
@@ -4770,15 +5395,19 @@
     "Removed": "削除済み",
     "Removed {{removed}} duplicate key(s). Before: {{before}}, After: {{after}}": "{{removed}} 個の重複キーを削除しました。削除前：{{before}}、削除後：{{after}}",
     "Removed an OAuth binding for the user": "ユーザーの OAuth 連携を解除しました",
+    "Removed models": "削除したモデル",
     "Removed Models ({{count}})": "削除済みモデル ({{count}})",
+    "Removed models will no longer be available through this channel. Select removals explicitly.": "削除したモデルはこのチャネルで利用できなくなります。削除するモデルを明示的に選択してください。",
     "Removed settings": "削除する設定",
     "Removes MjProxy flags such as --fast, --relax, and --turbo from user prompts.": "ユーザー プロンプトから --fast、--relax、--turbo などの MjProxy フラグを削除します。",
     "Removing Passkey will require you to sign in with your password next time. You can re-register anytime.": "Passkeyを削除すると、次回からパスワードでサインインする必要があります。いつでも再登録できます。",
     "Rename": "名前変更",
     "Rename deployment": "デプロイメントの名前を変更",
     "Rename failed": "名前変更に失敗しました",
+    "Renamed an access token": "アクセストークンの名前を変更しました",
     "Renamed successfully": "名前が正常に変更されました",
     "Renaming metadata does not rename channel models or move pricing. Existing prices stay with the original model name.": "メタデータの名前を変更しても、チャネルのモデル名や料金は移行されません。既存の料金は元のモデル名に紐付きます。",
+    "Reorder channel {{id}}": "チャンネル {{id}} の優先度を変更",
     "Repair": "修復",
     "Repair Channel Consistency": "チャネル整合性を修復",
     "Repair channel consistency?": "チャネル整合性を修復しますか？",
@@ -4794,17 +5423,21 @@
     "Replace With": "置換後",
     "replaced": "置換済み",
     "Replacement Model": "代替モデル",
+    "Replay drag demo": "デモを再生",
     "Replica count": "レプリカ数",
     "Replicate": "Replicate",
     "Report an issue": "問題を報告",
     "request": "リクエスト",
     "Request": "リクエスト",
     "Request & Response": "リクエストとレスポンス",
+    "Request and cache statistics: last 24 hours": "Request and cache statistics: last 24 hours",
+    "Request and detection status by group": "Request and detection status by group",
     "Request Body Disk Cache": "リクエストボディのディスクキャッシュ",
     "Request Body Field": "リクエストボディフィールド",
     "Request Body Memory Cache": "リクエストボディのメモリキャッシュ",
     "Request body must be a JSON object.": "リクエスト本文は JSON オブジェクトである必要があります。",
     "Request body pass-through is enabled. The request body will be sent directly to the upstream without any conversion.": "リクエストボディのパススルーが有効です。リクエストボディは変換なしで直接アップストリームに送信されます。",
+    "Request cache hit rate": "Request cache hit rate",
     "Request checks": "リクエスト検査",
     "Request completed": "リクエスト完了",
     "Request conversion": "リクエスト変換",
@@ -4819,6 +5452,7 @@
     "Request Header Overrides": "リクエストヘッダーの上書き",
     "Request headers must be a JSON object with string values.": "リクエストヘッダーは値が文字列の JSON オブジェクトである必要があります。",
     "Request ID": "リクエストID",
+    "Request information": "Request information",
     "Request Limits": "リクエスト制限",
     "Request Model": "リクエストモデル",
     "Request Model Name": "リクエストのモデル名",
@@ -4826,7 +5460,9 @@
     "Request names your users call": "ユーザーが呼び出すリクエストモデル名",
     "Request overrides, routing behavior, and upstream model automation": "リクエスト上書き、ルーティング動作、上流モデル自動化",
     "Request Path": "リクエストパス",
+    "Request path not supported": "Request path not supported",
     "Request policies": "リクエストポリシー",
+    "Request policy decisions": "リクエストポリシーの判断",
     "Request processing": "リクエスト処理",
     "Request rejected locally": "ローカルで拒否",
     "Request retry": "リクエスト再試行",
@@ -4839,6 +5475,7 @@
     "Request timed out, please refresh and restart GitHub login": "タイムアウトしました。ページをリロードして GitHub ログインをやり直してください",
     "Request-based": "リクエスト条件あり",
     "Requested items": "リクエスト件数",
+    "Requested model": "Requested model",
     "Requested quota": "リクエスト額",
     "Requested quota: {{quota}}": "リクエスト額：{{quota}}",
     "Requested redemption code IDs": "削除を要求した引き換えコードの ID",
@@ -4855,7 +5492,6 @@
     "Requests will be forwarded to this worker. Trailing slashes are removed automatically.": "リクエストはこのワーカーに転送されます。末尾のスラッシュは自動的に削除されます。",
     "Requests:": "リクエスト:",
     "Require email verification for new accounts": "新しいアカウントにメール認証を要求する",
-    "Retry budget": "再試行予算",
     "Require job success before follow-up actions": "フォローアップ アクション前にジョブの成功を要求",
     "Require login to view models": "モデルを表示するにはログインを要求する",
     "Require login to view rankings": "ランキングを表示するにはログインを要求する",
@@ -4863,10 +5499,12 @@
     "required": "必須",
     "Required": "必須",
     "Required events:": "必須イベント:",
+    "Required permission": "必要な権限",
     "Required provider, authentication, model, and group settings": "必須のプロバイダー、認証、モデル、グループ設定",
     "Required to expose MjProxy-style image generation to end users.": "エンドユーザーに MjProxy スタイルの画像生成を公開するために必要です。",
     "Requires an available channel and access to its group.": "利用可能なチャネルと、そのグループへのアクセス権が必要です。",
     "Requires global auto-disable and this channel option.": "全体とこのチャネルの両方で自動無効化を有効にする必要があります。",
+    "Requires model detection. When off, responses are delivered normally. When on, mismatched responses are rejected and a safe channel switch is attempted.": "Requires model detection. When off, responses are delivered normally. When on, mismatched responses are rejected and a safe channel switch is attempted.",
     "Requires upstream WebSocket support": "上流の WebSocket 対応が必要",
     "Rerank": "再ランク付け",
     "Reroll": "やり直し",
@@ -4875,6 +5513,8 @@
     "Resend codes": "コードを再送信",
     "Resend in {{seconds}}s": "{{seconds}}秒後に再送信",
     "Reserve requested images; settle returned images.": "リクエストした枚数で仮課金し、返された枚数で精算します。",
+    "Reserve the estimated input cost multiplied by this value, without estimating output tokens. Defaults to 1; positive decimals such as 0.5 and 1.5 are supported. Final charges use actual usage. Per-request and task prices are unaffected.": "推定入力料金にこの倍率を掛けた額を確保し、出力トークンは推定しません。既定値は 1 で、0.5 や 1.5 などの正の小数を指定できます。最終料金は実際の使用量で精算します。リクエスト単位とタスクの料金には影響しません。",
+    "Reserved": "Reserved",
     "Reserved for viewing complete channel keys after secure verification.": "安全な検証後に完全なチャンネルキーを表示するために予約されています。",
     "Reset": "リセット",
     "Reset {{count}} active subscriptions": "{{count}} 件の有効なサブスクリプションをリセットしました",
@@ -4894,8 +5534,12 @@
     "Reset Credit": "リセット回数",
     "Reset Credits": "リセット回数",
     "Reset Cycle": "リセット周期",
+    "Reset detection records": "Reset detection records",
     "Reset email sent, please check your inbox": "リセットメールを送信しました、受信箱を確認してください",
     "Reset failed": "リセット失敗",
+    "Reset fingerprint and benchmark history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.": "Reset fingerprint and benchmark history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.",
+    "Reset fingerprint and pelican history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.": "Reset fingerprint and pelican history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.",
+    "Reset fingerprint and vision history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.": "Reset fingerprint and vision history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.",
     "Reset model ratios": "モデル倍率をリセットしました",
     "Reset Passkey": "Passkeyリセット",
     "Reset Passkey for {{username}}? The user will need to register a new Passkey before using passwordless login.": "{{username}} の Passkey をリセットしますか？パスワードレスログインを使用するには、新しい Passkey の登録が必要です。",
@@ -4920,28 +5564,36 @@
     "Resources": "リソース",
     "Responding...": "応答中...",
     "Response": "レスポンス",
+    "Response delivered": "Response delivered",
     "Response Model": "応答モデル",
     "Response model mismatch": "応答モデルの不一致",
     "Response model: {{model}}": "応答モデル：{{model}}",
+    "Response speed uses recent streaming model tests; throughput uses the latest 30 valid model calls with model-test fallback. Stability uses request statistics. Price uses effective multipliers.": "応答速度には最近のストリーミングモデルテスト、スループットには直近30件の有効な呼び出しを使用し、サンプルがなければモデルテストを使用します。安定性にはリクエスト統計、価格には適用倍率を使用します。",
     "Response Time": "応答時間",
     "Response time: {{duration}}": "応答時間: {{duration}}",
     "Response too large": "応答が大きすぎます",
     "Responses API Version": "応答APIバージョン",
+    "Responses WebSocket": "Responses WebSocket",
+    "Responses WebSocket not supported": "Responses WebSocket not supported",
     "Restore default pricing": "既定の料金に戻す",
     "Restore defaults": "既定に戻す",
     "Restore global Auto": "グローバル Auto に戻す",
     "Restore notifications": "通知を再開",
     "Restrict user model request frequency (may impact high concurrency performance)": "ユーザーモデルのリクエスト頻度を制限する（高並行性パフォーマンスに影響を与える可能性があります）",
     "Result": "結果",
+    "Result not retained": "結果は保存されていません",
+    "Resume drag demo": "ドラッグのデモを再開",
     "Retain last N days": "最新N日間を保持",
     "Retain last N files": "最新N個のファイルを保持",
     "Retention days": "保持日数",
     "Retrieve result": "結果を取得",
     "Retry": "再試行",
+    "Retry a server error once in the same group, then switch and cool down for 10 minutes. A failed recovery probe switches immediately.": "Retry a server error once in the same group, then switch and cool down for 10 minutes. A failed recovery probe switches immediately.",
+    "Retry a server error once in the same group. Switch and cool down for 10 minutes only when a backup is available; otherwise keep the current group. Streaming and non-streaming cooldowns are separate.": "Retry a server error once in the same group. Switch and cool down for 10 minutes only when a backup is available; otherwise keep the current group. Streaming and non-streaming cooldowns are separate.",
+    "Retry budget": "再試行予算",
     "Retry Chain": "リトライチェーン",
     "Retry Settings": "再試行設定",
     "Retry Suggestion": "リトライ提案",
-    "Rules can inherit or override these defaults.": "ルールはこの設定を継承または上書きできます。",
     "Retry Times": "再試行回数",
     "Return a custom error immediately": "即座にカスタムエラーを返す",
     "Return Custom Error": "カスタムエラーを返す",
@@ -4949,12 +5601,15 @@
     "Return Error": "エラーを返す",
     "Return per-token log probabilities": "トークンごとの対数確率を返します",
     "Return to dashboard": "ダッシュボードに戻る",
+    "Return to manual pool": "Return to manual pool",
     "Return to the original window to continue.": "元のウィンドウに戻って続行してください。",
     "Return vector embeddings for inputs": "入力に対してベクトル埋め込みを返却",
     "Returned keys": "返却したキー数",
+    "Returned model": "Returned model",
     "Returned token IDs": "返されたトークン ID",
     "Returned: {{processed}}": "返却：{{processed}} 件",
     "Reveal API key": "APIキーを表示",
+    "Reveal full keys": "完全なキーを表示",
     "Reveal key": "キーを表示",
     "Revenue": "収益",
     "Review & initialize": "確認して初期化",
@@ -4964,15 +5619,19 @@
     "Review confirmation": "確認内容を表示",
     "Review every addition and overwrite before applying. Pricing, channels, and group access are not changed.": "追加・上書きする内容を適用前に確認してください。料金、チャネル、グループ権限は変更されません。",
     "Review model rates before scaling traffic": "トラフィック拡大前にモデル料金を確認",
+    "Review selected changes": "選択した変更を確認",
+    "Review the affected Passkeys and confirm the domain removal. If the settings or impact have changed, confirmation is required again.": "影響を受けるパスキーを確認し、ドメインの削除を確定してください。設定や影響範囲が変わった場合は、再度確認が必要です。",
     "Review the affected records before applying. Pricing, channels, and model names are preserved.": "適用前に影響するレコードを確認してください。料金、チャネル、モデル名は維持されます。",
     "Review the compatible domains and allowed websites, then save changes on the settings page.": "互換ドメインと許可するウェブサイトを確認し、設定ページで変更を保存してください。",
+    "Review the model changes before applying. Unselected models stay unchanged and will not be ignored.": "適用前に変更を確認してください。未選択のモデルは変更されず、無視リストにも追加されません。",
     "Review the prices and billing expression. Confirming updates the draft; save model pricing to apply it.": "料金と課金式を確認してください。確定すると下書きが更新され、モデル料金の保存後に適用されます。",
     "Review your payment details": "支払い詳細を確認",
     "Review your purchase details before proceeding.": "続行前に購入詳細を確認してください。",
     "Revoke": "取り消す",
-    "Revoke access token?": "アクセストークンを取り消しますか？",
     "Revoke session?": "このセッションを取り消しますか？",
-    "Revoked the system access token": "システムアクセストークンを取り消しました",
+    "Revoke this access token? Scripts using it stop working immediately.": "このアクセストークンを取り消しますか？使用中のスクリプトはすぐに動作しなくなります。",
+    "Revoked access tokens": "取り消されたアクセストークン",
+    "Revoked an access token": "アクセストークンを取り消しました",
     "Rewards will be added directly to your balance": "報酬は直接残高に追加されます",
     "Rewrite callback URLs to the local server": "コールバック URL をローカルサーバーに書き換え",
     "Right to Left": "右から左",
@@ -4997,6 +5656,8 @@
     "Routing & Mapping": "ルーティングとマッピング",
     "Routing & Overrides": "ルーティングと上書き",
     "Routing Group": "ルーティンググループ",
+    "Routing preference": "Routing preference",
+    "Routing preview": "Routing preview",
     "Routing Reliability": "ルーティング信頼性",
     "Routing Strategy": "ルーティング戦略",
     "Rows are user groups, columns are billing groups. Empty cells fall back to the base ratio shown in gray.": "行はユーザーグループ、列は課金グループです。空のセルはグレー表示の基本倍率にフォールバックします。",
@@ -5018,12 +5679,16 @@
     "Rule editor mode": "ルールの編集モード",
     "Rule group": "ルールグループ",
     "Rule override": "ルールの個別設定",
+    "rule_name cannot be empty": "rule_name は空にできません",
     "rules": "ルール",
     "Rules": "ルール",
     "Rules are checked in order. The first match determines the price.": "ルールは順番に判定され、最初に一致したルールで料金が決まります。",
+    "Rules can inherit or override these defaults.": "ルールはこの設定を継承または上書きできます。",
+    "Rules for {{group}}": "{{group}} のルール",
     "Rules JSON": "ルール JSON",
     "Rules JSON must be an array": "ルール JSON は配列である必要があります",
     "Rules match the original model value from the client request body.": "ルールはクライアントリクエスト本文の元の model 値に一致します。",
+    "Run and manage maintenance tasks and performance settings.": "メンテナンスタスクの実行と管理、パフォーマンス設定を行います。",
     "Run background checks using the selected test mode": "選択したテストモードでバックグラウンド検査を実行します",
     "Run dry run": "ドライランを実行",
     "Run GC": "GC 実行",
@@ -5038,7 +5703,14 @@
     "s": "s",
     "Safety Settings": "安全設定",
     "Same as Local": "ローカルと同じ",
+    "Sample {{number}}": "Sample {{number}}",
+    "Sample all Astra channels": "Sample all Astra channels",
     "Sample interval: {{seconds}} seconds": "サンプリング間隔：{{seconds}} 秒",
+    "Sampled downgrade rate": "Sampled downgrade rate",
+    "Sampling data unavailable": "Sampling data unavailable",
+    "Sampling failed": "Sampling failed",
+    "Sampling in progress": "Sampling in progress",
+    "Sampling queued. Results will refresh automatically.": "Sampling queued. Results will refresh automatically.",
     "Sampling temperature; lower is more deterministic": "サンプリング温度。低いほど決定論的になります",
     "Sandbox": "サンドボックス",
     "Sandbox mode": "サンドボックスモード",
@@ -5060,6 +5732,8 @@
     "Save failed, please retry": "保存に失敗しました。もう一度お試しください",
     "Save general settings": "一般設定を保存",
     "Save group ratios": "グループ比率を保存",
+    "Save group settings": "グループ設定を保存",
+    "Save group tags": "Save group tags",
     "Save io.net settings": "io.net設定を保存",
     "Save log settings": "ログ設定を保存",
     "Save metadata": "メタデータを保存",
@@ -5070,6 +5744,7 @@
     "Save navigation": "ナビゲーションを保存",
     "Save notice": "通知を保存",
     "Save or discard pricing changes before renaming metadata.": "名前を変更する前に、料金の変更を保存または破棄してください。",
+    "Save personal multipliers": "Save personal multipliers",
     "Save Preferences": "設定を保存",
     "Save preview": "保存プレビュー",
     "Save rate limits": "レート制限を保存",
@@ -5077,17 +5752,16 @@
     "Save sensitive words": "敏感な言葉を保存",
     "Save Settings": "設定を保存",
     "Save sidebar modules": "サイドバーモジュールを保存",
-    "Save SMTP settings": "SMTP設定を保存",
     "Save SSRF settings": "SSRF 設定を保存",
     "Save Stripe settings": "Stripe設定を保存",
     "Save these backup codes in a safe place. Each code can only be used once.": "これらのバックアップコードを安全な場所に保存してください。各コードは一度だけ使用できます。",
     "Save these codes in a safe place. Each code can only be used once.": "これらのコードを安全な場所に保存してください。各コードは一度だけ使用できます。",
-    "Save this token now. You won't be able to view it again after closing this dialog.": "このトークンを今すぐ保存してください。このダイアログを閉じると、再度表示できません。",
     "Save token limits": "トークン制限を保存",
     "Save tool prices": "ツール価格を保存",
     "Save Waffo Pancake settings": "Waffo Pancake 設定を保存",
     "Save Worker settings": "Worker設定を保存",
     "Saved successfully": "保存しました",
+    "Saving permission changes requires security verification": "権限の変更を保存するにはセキュリティ認証が必要です",
     "Saving...": "保存中...",
     "Scan QR Code": "QRコードをスキャン",
     "Scan the QR code to follow the official account and reply with “验证码” to receive your verification code.": "公式アカウントのQRコードを読み取り、「验证码」と返信して認証コードを受け取ってください。",
@@ -5103,6 +5777,7 @@
     "Science": "科学",
     "Scope": "スコープ",
     "Scopes": "スコープ",
+    "Score gap": "Score gap",
     "Search": "検索",
     "Search by name or URL...": "名前またはURLで検索...",
     "Search by order number...": "注文番号で検索...",
@@ -5113,6 +5788,7 @@
     "Search deployments...": "デプロイを検索...",
     "Search feature in development": "検索機能は開発中です",
     "Search group names...": "グループ名を検索...",
+    "Search groups by name or description": "グループ名または説明で検索",
     "Search groups...": "グループを検索...",
     "Search icons or enter an icon key": "アイコンを検索、またはキーを入力",
     "Search method identifiers...": "決済方法の識別子を検索...",
@@ -5174,6 +5850,7 @@
     "Select active subscription plan": "有効なサブスクリプションプランを選択",
     "Select all": "すべて選択",
     "Select all (filtered)": "フィルタ結果をすべて選択(S)",
+    "Select all changed fields": "変更項目をすべて選択",
     "Select all matching models": "一致するモデルをすべて選択",
     "Select all models": "すべてのモデルを選択",
     "Select all models in {{category}}": "{{category}} のモデルをすべて選択",
@@ -5185,8 +5862,10 @@
     "Select at least one Auto group or restore global Auto.": "Auto グループを1つ以上選択するか、グローバル Auto に戻してください。",
     "Select at least one field to overwrite.": "上書きするフィールドを少なくとも 1 つ選択してください。",
     "Select at least one model to preview mappings.": "マッピングをプレビューするには、モデルを 1 つ以上選択してください。",
+    "Select at least one permission": "権限を 1 つ以上選択してください",
     "Select at least one route": "少なくとも1つのルートを選択してください",
     "Select at least one target model": "少なくとも1つの対象モデルを選択してください",
+    "Select at least one valid permission.": "有効な権限を1つ以上選択してください。",
     "Select at most {{max}} Auto groups": "Auto グループは最大 {{max}} 個まで選択できます",
     "Select body font": "本文フォントを選択",
     "Select border radius": "角丸を選択",
@@ -5203,6 +5882,7 @@
     "Select from presets or type custom identifier.": "プリセットから選択するか、カスタム識別子を入力してください。",
     "Select granularity": "粒度を選択",
     "Select groups (leave empty to keep current)": "グループを選択 (現在の設定を維持するには空のままにしてください)",
+    "Select groups to exclude": "使用しないグループを選択",
     "Select interface density": "インターフェイスの密度を選択",
     "Select items...": "項目を選択...",
     "Select key format": "キーフォーマットを選択",
@@ -5212,7 +5892,6 @@
     "Select locations": "ロケーションを選択",
     "Select model": "モデルを選択",
     "Select Model": "モデルを選択",
-    "Session defaults": "セッションのデフォルト",
     "Select model {{model}}": "モデル {{model}} を選択",
     "Select models": "モデルを選択",
     "Select models (empty for allow all)": "モデルを選択 (すべて許可する場合は空)",
@@ -5223,7 +5902,6 @@
     "Select or enter color value": "色の値を選択または入力",
     "Select or enter method identifier": "決済方法の識別子を選択または入力",
     "Select or enter model name": "モデル名を選択または入力",
-    "Sessions and retries": "セッションと再試行",
     "Select or enter payment type": "支払いタイプを選択または入力",
     "Select or enter payment type key": "支払いタイプキーを選択または入力",
     "Select payment method": "お支払い方法を選択",
@@ -5248,6 +5926,7 @@
     "Select the API endpoint region": "APIエンドポイントのリージョンを選択",
     "Select the fields you want to overwrite with upstream data. Unselected fields keep their local values.": "アップストリームデータで上書きしたいフィールドを選択してください。選択されていないフィールドはローカル値を保持します。",
     "Select the models to keep in this channel.": "このチャネルに残すモデルを選択してください。",
+    "Select the task plugins installed on the upstream gateway": "上流ゲートウェイにインストールされているタスクプラグインを選択",
     "Select theme preference": "テーマの好みを選択",
     "Select theme preset": "テーマプリセットを選択",
     "Select time granularity": "時間の粒度を選択",
@@ -5257,6 +5936,7 @@
     "selected": "選択済み",
     "Selected {{count}}": "{{count}} 件選択済み",
     "Selected {{selected}} / {{total}}": "選択済み {{selected}} / {{total}}",
+    "Selected candidate": "Selected candidate",
     "selected channel(s). Leave empty to remove tag.": "選択されたチャネル。タグを削除するには空のままにしてください。",
     "Selected conflicts were overwritten successfully.": "選択した競合が正常に上書きされました。",
     "Selected names are": "選択した名前は",
@@ -5268,7 +5948,6 @@
     "Send a request": "リクエストを送信",
     "Send chat completions to the OpenAI-compatible /v1/chat/completions instead of the native Ollama /api/chat": "チャット補完を Ollama ネイティブの /api/chat ではなく、OpenAI 互換の /v1/chat/completions に送信します",
     "Send code": "コードを送信",
-    "Send email alerts when a user falls below this quota": "ユーザーがこのクォータを下回ったときにメールアラートを送信",
     "Send reset email": "リセットメールを送信",
     "Send the original request body to upstream without conversion. Only available for native forwarding routes.": "元のリクエストボディを変換せずにアップストリームへ送信します。ネイティブ転送ルートでのみ利用できます。",
     "Sending...": "送信中...",
@@ -5284,10 +5963,14 @@
     "Server Log Management": "サーバーログ管理",
     "Server logging is not enabled (log directory not configured)": "サーバーログが有効になっていません（ログディレクトリが未設定）",
     "Server Token": "サーバートークン",
+    "Server-side routing preview only; no model request or charge. Availability and session bindings may change the selected channel.": "Server-side routing preview only; no model request or charge. Availability and session bindings may change the selected channel.",
     "Service account JSON file(s)": "サービスアカウントJSONファイル",
+    "Service status": "Service status",
+    "Service support provided by Crash Workshop Cloud Computing": "Service support provided by Crash Workshop Cloud Computing",
     "Session": "セッション",
     "Session behavior": "セッション維持",
     "Session behavior prevents switching channels": "セッション設定によりチャネルの切り替えが禁止されています",
+    "Session defaults": "セッションのデフォルト",
     "Session expired!": "セッションが期限切れです！",
     "Session expired?": "セッションが期限切れになりましたか？",
     "Session rule": "セッションルール",
@@ -5296,6 +5979,7 @@
     "Session rules table": "セッションルール一覧",
     "Session signed out": "セッションからサインアウトしました",
     "Sessions & Access": "セッションとアクセス",
+    "Sessions and retries": "セッションと再試行",
     "Set": "設定",
     "Set a discount rate for a specific recharge amount threshold.": "特定のチャージ金額のしきい値に対して割引率を設定します。",
     "Set a secure password (min. 8 characters)": "安全なパスワードを設定してください (最低8文字)",
@@ -5311,6 +5995,7 @@
     "Set prices for each set of conditions below. Cost = usage × unit price + additional charge. Token prices are per million tokens.": "以下の条件ごとに料金を設定してください。料金 = 使用量 × 単価 + 追加料金。トークン単価は100万トークンあたりで入力します。",
     "Set prices for each set of conditions below. Cost = usage × unit price + fixed fee. Token prices are per million tokens.": "以下の条件ごとに料金を設定してください。料金 = 使用量 × 単価 + 固定料金。トークン単価は100万トークンあたりで入力します。",
     "Set Project to io.cloud when creating/selecting key": "キーを作成/選択する際にプロジェクトを io.cloud に設定",
+    "Set public aliases and visibility for each group. Hidden groups are excluded from the public status API.": "Set public aliases and visibility for each group. Hidden groups are excluded from the public status API.",
     "Set quota amount and limits": "クォータ量と制限を設定",
     "Set Request Header": "リクエストヘッダーを設定",
     "Set runtime request header: override entire value, or manipulate comma-separated tokens": "ランタイムリクエストヘッダーを設定：値全体を上書き、またはカンマ区切りトークンを操作",
@@ -5330,7 +6015,11 @@
     "Setting updated successfully": "設定が正常に更新されました",
     "Settings": "設定",
     "Settings & Preferences": "設定と環境設定",
+    "Settings take effect after saving the API key.": "Settings take effect after saving the API key.",
+    "Settings updated": "設定を更新しました",
     "Settings updated successfully": "設定が正常に更新されました",
+    "Settled attempt total": "Settled attempt total",
+    "Settled by the task usage expression": "タスク使用量の式で精算",
     "Setup expired. Scan the new QR code and save the new backup codes.": "設定の有効期限が切れました。新しいQRコードを読み取り、新しいバックアップコードを保存してください。",
     "Setup guide": "セットアップガイド",
     "Setup guide complete": "セットアップガイド完了",
@@ -5359,6 +6048,8 @@
     "Show or hide flow columns": "フロー列の表示・非表示",
     "Show preview": "プレビューを表示",
     "Show prices in currency instead of quota.": "クォータではなく通貨で価格を表示。",
+    "Show publicly": "Show publicly",
+    "Show recent degradation tag": "Show recent degradation tag",
     "Show selected models in model square": "選択したモデルをモデル広場に表示",
     "Show sensitive data": "機密データを表示",
     "Show setup guide": "セットアップガイドを表示",
@@ -5379,6 +6070,7 @@
     "Sign In": "ログイン",
     "Sign in now": "今すぐログイン",
     "Sign in required": "ログインが必要です",
+    "Sign in to bind an account": "アカウントを連携するにはログインしてください",
     "Sign in with Passkey": "Passkeyでログイン",
     "Sign out": "ログアウト",
     "Sign out other sessions": "他のセッションをサインアウト",
@@ -5404,37 +6096,47 @@
     "Simulation context is missing.": "シミュレーションに必要なコンテキストがありません。",
     "Simulation time": "シミュレーション時刻",
     "Since previous sample": "前回のサンプル以降",
-    "Single .js file, up to 1 MiB. Its source is shown below before upload.": "単一の .js ファイル、最大 1 MiB。アップロード前に下部でソースを確認できます。",
+    "Single .js file, up to 8 MiB. Its source is shown below before upload.": "単一の .js ファイル、最大 8 MiB。アップロード前に下部でソースを確認できます。",
     "Single Key": "単一キー",
     "Site & Branding": "サイトとブランド",
     "Site currency ({{currency}})": "サイト通貨（{{currency}}）",
     "Site Key": "サイトキー",
     "Site URL": "サイト URL",
+    "Size {{size}}": "サイズ {{size}}",
     "Size:": "サイズ:",
     "sk_xxx or rk_xxx": "sk_xxx または rk_xxx",
     "Skip async task polling delay": "非同期タスクのポーリング遅延をスキップ",
+    "Skip non-Astra requests too": "Skip non-Astra requests too",
+    "Skip pre-consumption when the wallet balance and limited API key balance both exceed this amount. Set to 0 to always pre-consume. Subscriptions and asynchronous tasks always reserve quota.": "ウォレット残高と上限付き API キーの残高が両方ともこの金額を超える場合、事前引き落としを省略します。0 にすると常に事前引き落としを行います。サブスクリプションと非同期タスクでは常にクォータを確保します。",
     "Skip retry on failure": "失敗時にリトライしない",
     "Skip SMTP TLS certificate verification": "SMTP TLS証明書の検証をスキップ",
+    "Skip suspected degraded groups": "Skip suspected degraded groups",
     "Skip to Main": "メインコンテンツへスキップ",
+    "Skip Upstream TLS Verification": "上流の TLS 証明書の検証をスキップ",
     "Slug": "スラッグ",
     "Slug can only contain letters, numbers, hyphens, and underscores": "スラッグには英数字、ハイフン、アンダースコアのみ使用できます",
     "Slug is required": "スラッグは必須です",
     "Slug must be less than 100 characters": "スラッグは100文字以内にしてください",
     "Smallest USD amount users can recharge (Epay)": "ユーザーがチャージできる最小USD金額 (Epay)",
-    "SMTP Email": "SMTPメール",
     "SMTP encryption": "SMTP 暗号化方式",
     "SMTP Host": "SMTPホスト",
+    "SMTP server is not configured": "SMTP サーバーが設定されていません",
     "smtp.example.com": "smtp.example.com",
     "socks5://user:pass@host:port": "socks5://user:pass@host:port",
     "Soft Errors": "ソフトエラー",
     "Some channels failed: {{errorMsg}}": "一部のチャネルが失敗しました：{{errorMsg}}",
+    "Some files could not be deleted ({{failed}}/{{total}})": "一部のファイルを削除できませんでした（{{failed}}/{{total}}）",
     "Some matching models are hidden or have no available channel.": "一致するモデルの一部は非表示、または利用可能なチャネルがありません。",
     "Some plugin information could not be read": "プラグイン情報の一部を読み取れません",
+    "Some services are degraded": "Some services are degraded",
+    "Some services are unavailable": "Some services are unavailable",
     "Something went wrong!": "問題が発生しました！",
     "Sonnet Model": "Sonnet モデル",
     "Sora": "Sora",
     "Sort": "並べ替え",
     "Sort by ID": "IDでソート",
+    "Sort by priority to drag channels": "優先度順にするとドラッグできます",
+    "Sort channels by": "チャンネルの並べ替え基準",
     "Sort Order": "並び順",
     "Sort priority": "並び順の優先度",
     "Source": "ソース",
@@ -5461,11 +6163,14 @@
     "Special visibility rules": "特殊表示ルール",
     "Specified time": "指定時刻",
     "Speculative decoding acceptance rate": "投機的デコードの受理率",
+    "Speed and stability use recent request statistics. Price ordering always uses your effective multiplier and does not depend on sample size.": "Speed and stability use recent request statistics. Price ordering always uses your effective multiplier and does not depend on sample size.",
+    "Speed uses recent streaming model tests; stability uses request statistics. Price uses effective multipliers.": "Speed uses recent streaming model tests; stability uses request statistics. Price uses effective multipliers.",
     "Spend limited": "支出制限中",
     "Spread HTTP/2 traffic across multiple reusable connections to the same upstream origin (1-8).": "同一上流オリジンへの再利用可能な複数接続に HTTP/2 トラフィックを分散します（1-8）。",
     "SQLite stores all data in a single file. Make sure that file is persisted when running in containers.": "SQLite はすべてのデータを単一ファイルに保存します。コンテナで実行する場合は、ファイルが永続化されていることを確認してください。",
     "SSL/TLS": "SSL/TLS",
     "SSRF Protection": "SSRF保護",
+    "Stability first": "Stability first",
     "stale": "期限切れ",
     "Standard": "標準",
     "Standard price": "標準価格",
@@ -5484,11 +6189,13 @@
     "Started two-factor authentication setup": "二要素認証の設定を開始しました",
     "STARTTLS": "STARTTLS",
     "State changed": "状態の変更",
+    "State parameter is empty or mismatched": "state パラメーターが空か一致しません",
     "State unchanged: {{status}}": "状態の変更なし：{{status}}",
     "Static page describing the platform.": "プラットフォームを説明する静的ページ。",
     "Statistical count": "統計数",
     "Statistical quota": "統計クォータ",
     "Statistical tokens": "統計トークン",
+    "Statistics cover the last 24 hours. Groups without samples are fallbacks, ordered by your applicable billing ratio. No price cap is applied.": "Statistics cover the last 24 hours. Groups without samples are fallbacks, ordered by your applicable billing ratio. No price cap is applied.",
     "Statistics reset": "統計をリセットしました",
     "Status": "ステータス",
     "Status & Sync": "ステータスと同期",
@@ -5496,8 +6203,10 @@
     "Status Code": "ステータスコード",
     "Status Code Mapping": "ステータスコードマッピング",
     "Status code mapping must use valid HTTP status codes": "ステータスコードマッピングには有効な HTTP ステータスコードを使用する必要があります",
+    "Status data is temporarily unavailable": "Status data is temporarily unavailable",
     "Status is outside the retry rules": "ステータスが再試行ルールの対象外",
     "Status matches the retry rules": "ステータスが再試行ルールに一致",
+    "Status page": "Status page",
     "Status Page Slug": "ステータスページスラッグ",
     "Status short": "状態",
     "Status:": "ステータス：",
@@ -5505,6 +6214,9 @@
     "Stay tuned though!": "引き続きご期待ください！",
     "Steer behaviour with a system instruction": "システム指示でモデルの挙動を制御",
     "Step": "ステップ",
+    "Step {{current}} of {{total}}: {{label}}": "ステップ {{current}}/{{total}}：{{label}}",
+    "Still pending addition": "追加待ち",
+    "Still pending removal": "削除待ち",
     "Stop": "停止",
     "Stop Retry": "リトライ停止",
     "Stop testing": "テストを停止",
@@ -5520,6 +6232,7 @@
     "stream": "ストリーム",
     "Stream": "ストリーム",
     "Stream did not complete successfully": "ストリームが正常完了しませんでした",
+    "Stream end": "Stream end",
     "Stream Mode": "ストリーミングモード",
     "Stream Status": "ストリーム状態",
     "Stream tokens incrementally as they are generated": "トークンを生成と同時にストリーミング",
@@ -5533,8 +6246,11 @@
     "Stripe API key (leave blank unless updating)": "Stripe APIキー（更新する場合を除き空白のままにしてください）",
     "Stripe Dashboard": "Stripeダッシュボード",
     "Stripe Gateway": "Stripeゲートウェイ",
+    "Stripe is not configured or key is invalid": "Stripe が設定されていないか、キーが無効です",
     "Stripe product price ID": "Stripe製品価格ID",
+    "Stripe webhook is not configured": "Stripe Webhook が設定されていません",
     "Stripe/Creem requires creating products on the third-party platform and entering the ID": "Stripe/Creem はサードパーティプラットフォームで商品を作成し、IDを入力する必要があります",
+    "StripePriceId is not configured for this plan": "このプランには StripePriceId が設定されていません",
     "Structured output": "構造化出力",
     "Submit": "送信",
     "Submit directly": "直接送信",
@@ -5553,9 +6269,13 @@
     "Subscription Management": "サブスクリプション管理",
     "Subscription Only": "サブスクリプションのみ",
     "Subscription plan creation and changes are locked until the administrator confirms compliance terms in Payment Gateway settings.": "管理者が支払いゲートウェイ設定でコンプライアンス条件を確認するまで、サブスクリプションプランの作成と変更はロックされます。",
+    "Subscription plan is not enabled": "サブスクリプションプランは有効になっていません",
+    "Subscription plan title cannot be empty": "サブスクリプションプランのタイトルを入力してください",
     "Subscription Plans": "サブスクリプションプラン",
     "Subscription plans do NOT use the bound Product — each plan has its own dedicated Pancake product, set in the Subscriptions admin (or auto-minted via the \"+ Create\" button there).": "サブスクリプションプランは紐付け済み商品を使用しません。各プランには専用の Pancake 商品があり、サブスクリプション管理画面で設定します（または「+ 作成」ボタンで自動作成します）。",
     "Subscription purchased successfully": "サブスクリプションを購入しました",
+    "Subscription purchased with balance, plan: {{plan}}, payment amount: {{amount}}, quota deducted: {{quota}}": "残高でサブスクリプションを購入しました。プラン：{{plan}}、支払額：{{amount}}、差し引かれたクォータ：{{quota}}",
+    "Subscription purchased, plan: {{plan}}, payment amount: {{amount}}, payment method: {{method}}": "サブスクリプションを購入しました。プラン：{{plan}}、支払額：{{amount}}、支払方法：{{method}}",
     "Subscriptions": "サブスクリプション",
     "Subtract": "減算",
     "succeeded": "成功",
@@ -5596,6 +6316,8 @@
     "Supports plugin extensions": "プラグイン拡張に対応",
     "Supports PNG, JPG, SVG, or WebP. Recommended size: 128×128 or smaller.": "PNG、JPG、SVG、WebPに対応。推奨サイズ: 128×128以下。",
     "Surprise me": "おまかせ",
+    "Suspected degradation": "Suspected degradation",
+    "Suspected model substitution": "Suspected model substitution",
     "Sustained tokens per second": "持続的な毎秒トークン数",
     "Swap Face": "顔入れ替え",
     "Switch affinity on success": "成功時にアフィニティを切替",
@@ -5604,7 +6326,10 @@
     "Switch to visual editor": "ビジュアル編集に切り替え",
     "Switch to visual mode to add rules or apply templates.": "ルールの追加やテンプレートの適用はビジュアルモードで行えます。",
     "Switch to visual pricing?": "ビジュアル料金設定に切り替えますか？",
+    "Switched successfully": "Switched successfully",
+    "Switched to fallback group": "Switched to fallback group",
     "Switching regenerates the expression from the price table and replaces its original formatting and tier names. Changes apply only after saving.": "切り替えると価格表から式が再生成され、元の書式と段階名が置き換わります。変更は保存後に適用されます。",
+    "Sync": "同期",
     "Sync Endpoint": "同期エンドポイント",
     "Sync Endpoints": "同期エンドポイント",
     "Sync Fields": "フィールド同期",
@@ -5635,8 +6360,10 @@
     "System constraint": "システム制約",
     "System data statistics": "システムデータ統計",
     "System default": "システムデフォルト",
+    "System error: {{error}}": "システムエラー: {{error}}",
     "System Info": "システム情報",
     "System Information": "システム情報",
+    "System initialized successfully": "システムの初期化が完了しました",
     "System initialized successfully! Redirecting…": "システムが正常に初期化されました！リダイレクト中…",
     "System logo": "システムロゴ",
     "System maintenance": "システムメンテナンス",
@@ -5662,6 +6389,7 @@
     "Table view": "テーブル表示",
     "Tag": "タグ",
     "Tag Aggregate": "タグ集計",
+    "Tag cannot be empty": "タグは空にできません",
     "Tag Mode": "タグモード",
     "Tag Name": "タグ名",
     "Tag set successfully": "タグが正常に設定されました",
@@ -5693,11 +6421,17 @@
     "Task Logs": "タスクログ",
     "Task Plugin": "タスクプラグイン",
     "Task plugin *": "タスクプラグイン *",
+    "Task plugin does not match": "Task plugin does not match",
     "Task plugin setting updated": "タスクプラグイン設定を更新しました",
+    "Task plugins": "タスクプラグイン",
     "Task Plugins": "タスクプラグイン",
     "Task pricing": "タスク料金",
     "Task pricing must be converted manually using the task usage schema.": "タスク料金はタスクの使用量スキーマに基づいて手動で変換してください。",
     "Task pricing not configured": "タスク料金が未設定",
+    "Task timed out": "タスクがタイムアウトしました",
+    "Task timed out (a task left by the old system is not refunded; contact the administrator)": "タスクがタイムアウトしました（旧システムのタスクは返金されません。管理者に連絡してください）",
+    "Task usage data is required to estimate this expression. Check the model's task plugin configuration.": "この式の料金を見積もるにはタスク使用量データが必要です。モデルのタスクプラグイン設定をご確認ください。",
+    "Task usage metadata is unavailable. Pricing details cannot be displayed.": "タスク使用量のフィールド定義がないため、料金の詳細を表示できません。",
     "Task usage prices are USD per declared unit. They are not token prices and are not divided by one million.": "タスク使用量料金は、宣言された単位ごとの米ドル額です。トークン料金ではなく、100万で除算されません。",
     "Task usage prices are USD per declared unit. Token fields use dollars per 1M tokens; the editor writes / 1000000 into the expression. Other units are not divided by one million.": "タスク使用量の価格は宣言された単位あたりの米ドルです。token フィールドは 100 万 token あたりのドルで、エディターは式に / 1000000 を書き込みます。他の単位は 100 万では割りません。",
     "Tasks currently pending or running.": "現在待機中または実行中のタスクです。",
@@ -5707,6 +6441,7 @@
     "Telegram authorization failed. Please try again.": "Telegram の認証に失敗しました。もう一度お試しください。",
     "Telegram binding failed. Please try again.": "Telegram の連携に失敗しました。もう一度お試しください。",
     "Telegram binding is disabled.": "Telegram 連携は無効です。",
+    "Telegram ID is empty!": "Telegram ID が空です！",
     "Telegram login has changed. Reload the page and start Telegram OAuth again.": "Telegram のログイン方法が更新されました。ページを再読み込みし、Telegram OAuth をやり直してください。",
     "Telegram Login Widget": "Telegramログインウィジェット",
     "Telegram OAuth Client ID from BotFather": "BotFather が発行した Telegram OAuth Client ID",
@@ -5725,17 +6460,22 @@
     "Test a model with a starter prompt, or write your own request below.": "スタータープロンプトでモデルをテストするか、下に独自のリクエストを入力してください。",
     "Test all {{count}} models": "{{count}} 件すべてのモデルをテスト",
     "Test All Channels": "すべてのチャネルをテスト",
+    "Test benchmark": "Test benchmark",
+    "Test candy": "Test candy",
     "Test Channel Connection": "チャネル接続をテスト",
     "Test channels, refresh balances, and enable/disable individual, batch, or tagged channels.": "チャネルのテスト、残高の更新、個別・一括・タグ指定でのチャネル有効化/無効化を行います。",
     "Test Connection": "接続をテスト",
     "Test connectivity for:": "接続性をテスト:",
     "Test failed": "テストに失敗しました",
+    "Test fingerprint": "Test fingerprint",
     "Test interval (minutes)": "テスト間隔（分）",
     "Test Latency": "レイテンシをテスト",
     "Test Mode": "テストモード",
     "Test Model": "モデルをテスト",
     "Test models and prompts from the browser": "ブラウザでモデルとプロンプトをテスト",
+    "Test pelican": "Test pelican",
     "Test selected models": "選択したモデルをテスト",
+    "Test vision": "画像認識をテスト",
     "Testing all enabled channels started. Please refresh to see results.": "有効な全チャネルのテストを開始しました。結果を確認するにはページを更新してください。",
     "Testing...": "テスト中...",
     "Text": "テキスト",
@@ -5746,6 +6486,8 @@
     "Text Output": "テキスト出力",
     "Text to Video": "テキストから動画",
     "Text-only requests": "テキストのみのリクエスト",
+    "The access token lacks the required permission": "アクセストークンに必要な権限がありません",
+    "The access token lacks the required permission: {{scope}}": "アクセストークンに必要な権限がありません：{{scope}}",
     "The action details are invalid.": "操作の詳細が無効です。",
     "The admin configured three groups and one special ratio rule:": "管理者は3つのグループと1つの特別倍率ルールを設定しました：",
     "The admin wants vip users to pay even less when they use premium. That needs an override rule: in the override matrix, set the cell at row vip, column premium to 0.3.": "管理者は vip ユーザーが premium を使うときにさらに安くしたいと考えています。それには上書きルールが必要です：上書きマトリクスで「行 vip、列 premium」のセルに 0.3 を設定します。",
@@ -5762,8 +6504,10 @@
     "The button fills in this website and keeps any existing website addresses. Save changes on the settings page to apply.": "ボタンを押すと現在のサイトが入力され、既存のサイトアドレスは保持されます。設定ページで保存すると反映されます。",
     "The change succeeded, but the notification email could not be sent.": "変更は完了しましたが、通知メールを送信できませんでした。",
     "The changelog could not be fetched or parsed. Please try again.": "変更履歴を取得または解析できませんでした。もう一度お試しください。",
+    "The Classic frontend has been removed. The theme can only be set to default": "Classic フロントエンドは削除されました。テーマは default にのみ設定できます",
     "The converted price must be a finite, non-negative number.": "換算後の価格は有限の非負数である必要があります。",
     "The current setting could not be loaded. You can still enter the website domain yourself.": "現在の設定を読み込めません。サイトのドメインを手動で入力できます。",
+    "The current sign-in method does not support security verification": "現在のログイン方法はセキュリティ認証に対応していません",
     "The deployment node that handled the requests": "リクエストを処理したデプロイノード",
     "The downloaded source does not match the sha256 declared in the index. Do not install it.": "ダウンロードしたソースがインデックスに記載された sha256 と一致しません。インストールしないでください。",
     "The effective domain for Passkey registration. Must match the current domain or be its parent domain.": "Passkey登録のための有効なドメイン。現在のドメインまたはその親ドメインと一致する必要があります。",
@@ -5774,7 +6518,10 @@
     "The following models in the model redirect have not been added to the \"Models\" list and may fail during invocation due to missing available models:": "モデルリダイレクト内の以下のモデルは\"モデル\"リストに追加されていないため、利用可能なモデルが不足して呼び出しが失敗する可能性があります：",
     "The gateway rejected this plugin": "ゲートウェイがこのプラグインを拒否しました",
     "The index could not be fetched or parsed: {{message}}. The host may block cross-origin requests.": "インデックスの取得または解析に失敗しました：{{message}}。ホストがクロスオリジンリクエストを拒否している可能性があります。",
+    "The legacy token stops working on {{date}}. Create a new token to replace it.": "旧形式のトークンは {{date}} に使用できなくなります。新しいトークンを作成して置き換えてください。",
     "The login session that started this Telegram binding is no longer valid.": "この Telegram 連携を開始したログインセッションは無効になりました。",
+    "The longest log time range must be at least 1 day": "ログの最長期間は 1 日以上にしてください",
+    "The longest time range a user can view at once in the logs and on the dashboard, and the longest range any export can cover.": "ユーザーがログとダッシュボードで一度に表示できる最長の期間です。どのエクスポートもこの期間を超えられません。",
     "The mapped upstream model(s)": "マッピングされたアップストリームモデル",
     "The model routing configuration could not be verified.": "モデルのルーティング設定を検証できませんでした。",
     "The model that was requested": "リクエストされたモデル",
@@ -5783,9 +6530,17 @@
     "The name displayed across the application": "アプリケーション全体に表示される名前",
     "The new token will only be shown once. Copy it and store it securely.": "新しいトークンは一度だけ表示されます。コピーして安全に保管してください。",
     "The OAuth account does not match the account linked to your profile.": "このOAuthアカウントは連携済みのアカウントと一致しません。",
+    "The preset never adds groups. Customize the pool to add model rules.": "The preset never adds groups. Customize the pool to add model rules.",
     "The public URL of your server, used for OAuth callbacks, webhooks, and other external integrations": "OAuthコールバック、Webhook、その他の外部統合に使用されるサーバーの公開URL",
+    "The rate uses the closest valid fingerprint: non-Astra results count as downgraded. Rounds without a valid fingerprint are excluded.": "最も近い有効な指紋で集計します。Astra 以外の結果は性能低下として数え、有効な指紋のない回は除外します。",
+    "The ratio config API is not enabled": "倍率設定 API は有効になっていません",
     "The requested chat preset does not exist or has been removed.": "要求されたチャットプリセットは存在しないか、削除されました。",
     "The reset request stays disabled until a credit is available.": "リセット回数が利用可能になるまで、リセット要求は無効です。",
+    "The result was returned in the API response and was not saved as an artifact": "結果は API レスポンスで返され、成果物として保存されていません",
+    "The returned model is diagnostic metadata, not proof of the model that ran.": "The returned model is diagnostic metadata, not proof of the model that ran.",
+    "The search pattern can contain at most 2 % wildcards": "検索パターンに使用できる % ワイルドカードは最大 2 個です",
+    "The search pattern cannot contain consecutive % wildcards": "検索パターンに連続した % ワイルドカードは使用できません",
+    "The server returned the following result. Unselected models remain pending.": "サーバーから返された処理結果です。未選択のモデルは保留のままです。",
     "The setup wizard will use this database during initialization.": "セットアップウィザードは初期化時にこのデータベースを使用します。",
     "The site exchange rate is invalid. Prices are shown in USD.": "サイトの為替レートが無効なため、価格は米ドルで表示されます。",
     "The site is not available at the moment.": "現在、このサイトは利用できません。",
@@ -5794,9 +6549,11 @@
     "The sync will fetch missing models and vendors from the selected source. Existing records are updated only when you approve conflicts.": "同期により、選択されたソースから不足しているモデルとベンダーが取得されます。既存のレコードは、競合を承認した場合にのみ更新されます。",
     "The system always bills in USD. Site currency makes entering and converting prices easier; amounts are converted to USD using the site exchange rate. Switching currencies does not change the actual price. Raw billing expressions always use USD.": "システムの内部計算は常に米ドルです。サイト通貨は価格の入力と換算を簡単にするためのもので、金額はサイトの為替レートで米ドルに換算されます。通貨を切り替えても実際の価格は変わりません。課金式の直接編集では常に米ドルを使用します。",
     "The system currently uses: {{domain}}": "現在システムが使っている値：{{domain}}",
+    "The system is already initialized": "システムは既に初期化されています",
     "The task was accepted; submission cannot be replayed": "タスク受理済みのため再送信不可",
     "The Telegram authorization request is invalid or expired.": "Telegram の認証リクエストが無効か、有効期限が切れています。",
     "The telegram OAuth provider name is reserved. Ask your administrator to rename the conflicting custom provider.": "OAuth プロバイダー名 telegram は予約されています。管理者に競合するカスタムプロバイダーの名前変更を依頼してください。",
+    "The time range cannot exceed {{days}} days": "期間は {{days}} 日を超えることはできません",
     "The token group that will have a custom ratio": "カスタム比率を持つトークングループ",
     "The token has no group, so it is billed as the user group vip, using the base ratio of vip.": "トークンにグループがないため、ユーザーグループ vip として課金され、vip の基本倍率が使われます。",
     "The two roles of a group": "グループの2つの役割",
@@ -5805,6 +6562,7 @@
     "The unique name for this vendor": "このベンダーの一意の名前",
     "The upstream address this plugin sends requests to. The plugin declares no default, so it must be filled in.": "このプラグインがリクエストを送信する上流アドレスです。既定値が宣言されていないため、入力が必要です。",
     "The upstream channel that served the requests": "リクエストを処理した上流チャネル",
+    "The upstream key has unlimited quota. Turn on \"Allow querying user quota\" for this key on the upstream to see the real balance.": "上流のキーはクォータが無制限です。上流でこのキーの「ユーザーのクォータ照会を許可」をオンにすると、実際の残高を確認できます。",
     "The upstream natively supports all three protocols; every selected route is forwarded without conversion.": "上流が3つのプロトコルをネイティブ対応し、選択したルートを変換せず転送します。",
     "The upstream response is valid JSON, but it does not match the OpenAI credit_summary format. The channel balance was not updated.": "上流レスポンスは有効な JSON ですが、OpenAI credit_summary 形式ではありません。チャネル残高は更新されていません。",
     "The upstream returned a model name different from both the requested and upstream models. Aliases or dated versions may also cause this; this warning alone does not prove model substitution.": "上流が返したモデル名は、リクエストモデルおよび上流に指定したモデルのいずれとも一致しません。別名や日付付きバージョンによる違いもあるため、この警告だけではモデルの置き換えを断定できません。",
@@ -5834,10 +6592,13 @@
     "Third-party plugin risk": "サードパーティプラグインのリスク",
     "Third-party source risk": "サードパーティソースのリスク",
     "Third-party-only plugins become unavailable immediately. In-flight tasks will be handled by timeout cleanup.": "サードパーティ専用プラグインは直ちに利用不可になります。処理中タスクはタイムアウト清掃で処理されます。",
+    "This {{provider}} account cannot be linked to an existing account automatically, please sign in or register another way and then link {{provider}} in account settings": "この {{provider}} アカウントは既存のアカウントに自動で連携できません。別の方法でログインまたは登録してから、アカウント設定で {{provider}} を連携してください",
+    "This {{provider}} account has already been bound": "この {{provider}} アカウントは既に連携されています",
     "This action cannot be undone.": "この操作は元に戻せません。",
     "This action cannot be undone. This will permanently delete your account and remove all your data from our servers.": "この操作は元に戻せません。これにより、あなたのアカウントは完全に削除され、すべてのデータがサーバーから削除されます。",
     "This action will permanently remove 2FA protection from your account.": "この操作により、アカウントから2FA保護が完全に削除されます。",
     "This announcement will be removed from the list.": "このお知らせはリストから削除されます。",
+    "This API is deprecated": "この API は廃止されました",
     "This API key has no quota limit. Requests still require available wallet or subscription quota.": "このAPIキーに上限はありませんが、リクエストにはウォレット残高またはサブスクリプションの利用枠が必要です。",
     "This API shortcut will be removed from the list.": "この API ショートカットはリストから削除されます。",
     "This base URL points at a private or local network host. Make sure it is an upstream you control.": "この Base URL はプライベートまたはローカルネットワークのホストを指しています。自身が管理する上流であることを確認してください。",
@@ -5846,6 +6607,8 @@
     "This changelog is not available in your language. Showing English.": "この変更履歴は現在の言語に対応していないため、英語で表示しています。",
     "This channel has no configured models.": "このチャンネルには構成されたモデルがありません。",
     "This channel is not an Ollama channel.": "このチャネルはOllamaチャネルではありません。",
+    "This channel is not in multi-key mode": "このチャネルはマルチキーモードではありません",
+    "This channel serves the models of every selected plugin. The upstream New API gateway must have the same plugins installed.": "このチャネルは選択した各プラグインのモデルを提供します。上流の New API ゲートウェイに同じプラグインがインストールされている必要があります。",
     "This channel type does not support fetching models": "このチャネルタイプはモデルの取得をサポートしていません",
     "This channel type requires additional configuration": "このチャネルタイプには追加設定が必要です",
     "This combination will be billed as free.": "この組み合わせの料金は発生しません。",
@@ -5858,6 +6621,7 @@
     "This email address is already in use.": "このメールアドレスはすでに使用されています。",
     "This email address is not allowed by the administrator's email policy.": "このメールアドレスは管理者のメールポリシーで許可されていません。",
     "This expression cannot be edited visually without losing information.": "この式は情報を失わずにビジュアル編集へ変換できません。",
+    "This expression cannot be expanded into a price table. View the original expression below.": "この式は料金表に展開できません。以下の元の式をご確認ください。",
     "This expression cannot be represented by the price table. Switching discards the entire expression, including request rules, and resets all prices to zero. Configure prices before saving.": "この式は価格表で表現できません。切り替えるとリクエストルールを含む式全体が破棄され、すべての価格がゼロにリセットされます。保存前に価格を再設定してください。",
     "This expression cannot be represented by the price table. You can switch to visual editing by confirming that the expression will be discarded.": "この式は価格表で表現できません。式の破棄を確認すると、ビジュアル編集に切り替えられます。",
     "This expression cannot be simulated in the browser.": "この式はブラウザーでシミュレーションできません。",
@@ -5867,6 +6631,7 @@
     "This external account is already bound.": "この外部アカウントはすでに連携されています。",
     "This FAQ entry will be removed from the list.": "この FAQ 項目はリストから削除されます。",
     "This feature is experimental. Configuration format and behavior may change.": "この機能は実験的です。設定フォーマットや動作は変更される可能性があります。",
+    "This feature requires signing in to the dashboard": "この機能を使うにはダッシュボードへのログインが必要です",
     "This field does not support wildcards or regular expressions.": "このフィールドではワイルドカードや正規表現は使えません。",
     "This historical record predates audit-info tracking and cannot be backfilled. The current instance already records server IP, callback IP, payment method, and system version for new top-ups going forward.": "このレコードは監査情報の記録に対応する前の履歴データのため、監査情報がありません。現在のバージョンではサーバーIP、コールバックIP、支払い方法、システムバージョンなどの監査情報を記録できますが、これらは今後新しく作成されるレコードにのみ適用され、過去のレコードを遡って補完することはできません。",
     "This identifier is sent to the payment backend when creating an order. Use alipay for Alipay, wxpay for WeChat Pay, stripe for Stripe. Custom values must be supported by your payment provider.": "注文作成時に、この識別子が決済バックエンドへ送信されます。Alipay は alipay、WeChat Pay は wxpay、Stripe は stripe を使ってください。カスタム値は決済サービス側で対応している必要があります。",
@@ -5879,11 +6644,11 @@
     "This model has both fixed price and ratio billing conflicts": "このモデルには固定価格と比率請求の両方の競合があります",
     "This model has both fixed-price and ratio settings. Saving the current mode will rewrite the conflicting fields.": "このモデルには固定価格と比率設定の両方があります。現在のモードで保存すると、競合するフィールドが上書きされます。",
     "This model has both fixed-price and token-price settings. Saving the current mode will rewrite the conflicting fields.": "このモデルには固定価格とトークン価格設定の両方があります。現在のモードで保存すると、競合するフィールドが上書きされます。",
-    "This model has different image request multipliers across channels. Use separate billing model names to convert them.": "このモデルはチャネルごとに画像リクエストの倍率が異なります。別々の課金モデル名を使用して変換してください。",
     "This model has provider-specific billing and must be converted manually.": "このモデルはプロバイダー固有の課金を使用しているため、手動で変換してください。",
     "This model is billed by usage, but the administrator has not configured its pricing yet.": "このモデルは使用量に基づいて課金されますが、管理者がまだ料金を設定していません。",
     "This model is not available in any group, or no group pricing information is configured.": "このモデルはどのグループでも利用できないか、グループの料金情報が設定されていません。",
     "This month": "今月",
+    "This OAuth provider still has linked users and cannot be deleted. Unbind all users first.": "この OAuth プロバイダーには連携中のユーザーがいるため削除できません。先にすべてのユーザーの連携を解除してください。",
     "This OpenRouter Claude price derives cache-write usage from upstream cost and must be converted manually.": "このOpenRouter Claude料金は上流の費用からキャッシュ書き込み使用量を逆算するため、手動で変換してください。",
     "This operation is only supported for vLLM channels": "この操作は vLLM チャネルでのみ利用できます",
     "This operation is only supported for vLLM or SGLang channels": "この操作は vLLM または SGLang チャネルでのみ利用できます",
@@ -5899,8 +6664,13 @@
     "This route discovers upstream OpenAI models and cannot be split or matched by client model rules.": "このルートはアップストリームの OpenAI モデルを検出するためのもので、分割やクライアントモデルルールによる照合はできません。",
     "This route is used only by channel management to discover upstream models.": "このルートは、チャネル管理で上流モデルを取得するためだけに使用されます。",
     "This route is used only by channel management to query the upstream balance.": "このルートは、チャネル管理で上流残高を照会するためだけに使用されます。",
+    "This rule does not have include_rule_name enabled, so its cache cannot be cleared by rule": "このルールは include_rule_name が有効になっていないため、ルール単位でキャッシュをクリアできません",
+    "This sends 32 independent Meow probes per enabled Astra channel. Upstream costs are paid by the platform. Existing tasks will not be duplicated. Please allow at least 5 minutes between rounds.": "This sends 32 independent Meow probes per enabled Astra channel. Upstream costs are paid by the platform. Existing tasks will not be duplicated. Please allow at least 5 minutes between rounds.",
+    "This sends up to 3 independent requests per enabled Astra channel. Upstream costs are paid by the platform, not customer tokens. Existing tasks will not be duplicated. Please allow at least 5 minutes between rounds.": "This sends up to 3 independent requests per enabled Astra channel. Upstream costs are paid by the platform, not customer tokens. Existing tasks will not be duplicated. Please allow at least 5 minutes between rounds.",
     "This session will lose access immediately and must sign in again.": "このセッションは直ちにアクセスできなくなり、再度サインインが必要になります。",
     "This site currently has {{count}} models enabled": "このサイトでは現在 {{count}} 個のモデルが有効です",
+    "This slug conflicts with a built-in OAuth provider": "このスラッグは組み込みの OAuth プロバイダーと競合しています",
+    "This slug is already in use": "このスラッグは既に使用されています",
     "This source does not publish a sha256 for this version, so the downloaded source cannot be pinned to what the source intended.": "このソースはこのバージョンの sha256 を公開していないため、ダウンロードしたソースがソース側の意図した内容と一致するか確認できません。",
     "This source lists no installable task plugins.": "このソースにはインストール可能なタスクプラグインがありません。",
     "This Telegram account is already bound.": "この Telegram アカウントはすでに連携されています。",
@@ -5912,20 +6682,24 @@
     "This user account is disabled.": "このユーザーアカウントは無効です。",
     "This user account no longer exists.": "このユーザーアカウントは存在しません。",
     "this user group": "このユーザーグループ",
+    "This user has no active subscription to this plan": "このユーザーにはこのプランの有効なサブスクリプションがありません",
     "This user has no bindings": "このユーザーには連携がありません",
+    "This user is already a common user": "このユーザーは既に一般ユーザーです",
+    "This user is already an administrator": "このユーザーは既に管理者です",
     "This verification has already been used. Please verify again.": "この認証はすでに使用されています。もう一度認証してください。",
     "This verification method is currently unavailable.": "この確認方法は現在利用できません。",
     "This verification method is not allowed for this action.": "この操作ではこの確認方法を使用できません。",
     "This verification method requires its dedicated verification flow.": "この確認方法では専用の確認フローを使用してください。",
     "This version is ignored": "このバージョンの通知は停止中です",
+    "This version is saved but not active. Activate it to replace the current version, or activate it later from the Versions tab.": "このバージョンは保存済みですが、まだ有効ではありません。有効化すると現在のバージョンを置き換えます。後で「バージョン」タブから有効化することもできます。",
     "This week": "今週",
     "This will append 2 template rules (Codex CLI and Claude CLI) to the existing rule list.": "既存のルールリストに2つのテンプレートルール（Codex CLIとClaude CLI）を追加します。",
     "This will clear custom pricing ratios and revert to upstream defaults.": "これにより、カスタム料金比率がクリアされ、上位のデフォルトに戻ります。",
     "This will delete all": "これによりすべて削除されます",
+    "This will delete all <strong>used</strong>, <strong>disabled</strong>, and <strong>expired</strong> redemption codes.": "<strong>使用済み</strong>、<strong>無効化済み</strong>、<strong>期限切れ</strong>の引き換えコードをすべて削除します。",
     "This will delete all channel affinity cache entries still in memory.": "メモリ内のすべてのチャネルアフィニティキャッシュエントリが削除されます。",
     "This will delete temporary cache files that have not been used for more than 10 minutes": "10分以上使用されていない一時キャッシュファイルが削除されます",
     "This will extend the deployment by the specified hours.": "これにより、デプロイメントを指定された時間分延長します。",
-    "This will immediately invalidate your existing access token. Any applications or scripts using it will stop working.": "既存のアクセストークンは直ちに無効になります。使用中のアプリケーションやスクリプトは動作しなくなります。",
     "This will permanently delete all manually and automatically disabled channels. This action cannot be undone.": "手動および自動で無効化されたすべてのチャネルを完全に削除します。この操作は元に戻せません。",
     "This will permanently delete API key": "これによりAPIキーが完全に削除されます",
     "This will permanently delete redemption code": "これにより引き換えコードが完全に削除されます",
@@ -5995,18 +6769,25 @@
     "Token": "トークン",
     "token (unit)": "token",
     "Token Breakdown": "トークン内訳",
+    "Token cache hit rate": "Token cache hit rate",
+    "Token count exceeds the limit. Only exact search is allowed, do not use the % wildcard": "トークン数が上限を超えています。完全一致検索のみ可能なため、% ワイルドカードは使用しないでください",
     "Token Endpoint": "トークンエンドポイント",
     "Token Endpoint (Optional)": "トークンエンドポイント (オプション)",
     "Token estimator": "トークン見積り",
     "Token group": "トークングループ",
+    "Token has expired and cannot be enabled. Please modify the expiration time or set it to never expire": "トークンの有効期限が切れているため有効にできません。有効期限を変更するか、無期限に設定してください",
     "Token has no group": "トークンにグループなし",
     "Token ID": "トークン ID",
+    "Token ID or user ID is empty": "トークン ID またはユーザー ID が空です",
     "Token identifier": "トークン識別子",
+    "Token IDs cannot be empty": "トークン ID は空にできません",
     "Token Limits": "トークン制限",
     "Token management": "トークン管理",
     "Token Management": "トークン管理",
     "Token Mgmt": "トークン管理",
+    "Token name": "トークン名",
     "Token Name": "トークン名",
+    "Token name is too long": "トークン名が長すぎます",
     "Token obtained from your Gotify application": "Gotifyアプリケーションから取得したトークン",
     "Token operation details": "トークン操作の詳細",
     "Token or per-call pricing": "トークン単位またはリクエスト単位の課金",
@@ -6016,6 +6797,7 @@
     "Token price for creating cache entries.": "キャッシュ作成のトークン価格。",
     "Token price for image input.": "画像入力のトークン価格。",
     "Token prices": "トークン価格",
+    "Token quota is exhausted and cannot be enabled. Please modify the remaining quota or set it to unlimited": "トークンのクォータを使い切ったため有効にできません。残りクォータを変更するか、無制限に設定してください",
     "Token regenerated and copied to clipboard": "トークンが再生成され、クリップボードにコピーされました",
     "Token scope": "トークンの範囲",
     "Token share by model author across the last 24 hours": "過去 24 時間におけるモデル提供者別のトークンシェア",
@@ -6034,16 +6816,21 @@
     "Tokens Only": "トークンのみ",
     "Tokens per minute": "1分あたりのトークン",
     "Tokens since launch": "リリース以降のトークン",
+    "Tokens_usage": "トークン",
     "Tokens-only mode will show raw quota values regardless of this toggle.": "トークンのみモードでは、このトグルに関係なく生のクォータ値が表示されます。",
     "Too many active login sessions. On a device where you are already signed in, open Login sessions and use “Sign out other sessions” to revoke them. If you cannot access a signed-in device, reset your password to sign out all sessions.": "有効なログインセッション数が上限に達しました。すでにログイン済みの端末で「ログインセッション」を開き、「他のセッションからログアウト」を使用して取り消してください。ログイン済み端末を利用できない場合は、パスワードをリセットしてすべてのセッションからログアウトしてください。",
     "Too many files. Some were not added.": "ファイルが多すぎます。一部は追加されませんでした。",
     "Too many incorrect codes. Start email verification again.": "コードの入力ミスが多すぎます。メール認証をやり直してください。",
+    "Too many items in batch request, maximum is {{max}}": "一括リクエストの件数が多すぎます。最大 {{max}} 件です",
     "Too many login sessions were created recently. Please wait for the rolling window to pass, then try again.": "最近作成されたログインセッションが多すぎます。ローリングウィンドウが経過してから、もう一度お試しください。",
     "Too many requests": "リクエストが多すぎます",
     "Tool / function declarations the model may call": "モデルが呼び出せるツール / 関数の宣言",
     "Tool identifier": "ツールID",
+    "Tool price \"{{name}}\" must be a finite non-negative number": "ツール価格「{{name}}」は有限の 0 以上の数値である必要があります",
+    "Tool price \"{{name}}\" must be a non-negative number": "ツール価格「{{name}}」は 0 以上の数値である必要があります",
     "Tool price settings": "ツール価格設定",
     "Tool prices": "ツール価格",
+    "Tool prices must be a JSON object": "ツール価格は JSON オブジェクトである必要があります",
     "Tool-choice policy or specific tool name": "ツール選択ポリシーまたは具体的なツール名",
     "Tools": "ツール",
     "Top {{count}}": "上位 {{count}}",
@@ -6057,15 +6844,24 @@
     "Top models by traffic": "トラフィック上位モデル",
     "Top P": "Top P",
     "Top up balance and view billing history.": "残高をチャージし、請求履歴を確認。",
+    "Top up, pay for subscriptions, check in, and transfer referral rewards.": "チャージ、サブスクリプションの支払い、チェックイン、紹介報酬の振替を行います。",
     "Top Users": "上位ユーザー",
     "Top vendors": "人気ベンダー",
     "Top-up": "チャージ",
+    "Top-up amount cannot be less than {{min}}": "チャージ数量は {{min}} 未満にできません",
+    "Top-up amount cannot exceed {{max}}": "チャージ数量は {{max}} を超えることはできません",
     "Top-up amount options": "トップアップ金額オプション",
     "Top-up Audit Info": "入金の監査情報",
     "Top-up group ratios": "トップアップグループ比率",
+    "Top-up is processing, please try again later": "チャージを処理中です。しばらくしてから再試行してください",
     "Top-Up Link": "チャージリンク",
+    "Top-up order does not exist": "チャージ注文が存在しません",
+    "Top-up quota exceeds the range the system can represent": "チャージクォータがシステムで扱える範囲を超えています",
+    "Top-up quota limit exceeded": "チャージクォータの上限を超えています",
+    "Top-up quota must be greater than 0": "チャージクォータは 0 より大きくする必要があります",
     "top-up ratio": "チャージ倍率",
     "Top-up ratio": "チャージ倍率",
+    "Topped up {{quota}} with a redemption code, code ID {{id}}": "引き換えコードで {{quota}} をチャージ、コード ID {{id}}",
     "Topup Amount": "チャージ額",
     "Total": "合計",
     "Total {{count}} records": "全 {{count}} 件",
@@ -6084,6 +6880,7 @@
     "Total invitation revenue": "招待による総収益",
     "Total Log Size": "ログ合計サイズ",
     "Total Quota": "合計クォータ",
+    "Total quota cannot be negative": "合計クォータを負の値にすることはできません",
     "Total quota included in the plan, usable per billing period. 0 means unlimited.": "プランに含まれる合計クォータ。請求期間ごとに使用可能。0 は無制限を意味します。",
     "Total requests allowed per period. 0 = unlimited.": "期間ごとに許可されるリクエストの総数。0 = 無制限。",
     "Total requests made": "合計リクエスト数",
@@ -6104,11 +6901,13 @@
     "Transfer": "振替",
     "Transfer Amount": "振替金額",
     "Transfer failed": "転送に失敗しました",
+    "Transfer failed {{error}}": "転送に失敗しました {{error}}",
     "Transfer Rewards": "報酬の振替",
     "Transfer successful": "転送が成功しました",
     "Transfer to Balance": "残高への振替",
     "Translation": "翻訳",
     "Transparent Billing": "透明性のある請求",
+    "Transport error": "Transport error",
     "Trend": "トレンド",
     "Trending down": "下降中",
     "Trending up": "上昇中",
@@ -6130,6 +6929,8 @@
     "TTL (seconds)": "TTL（秒）",
     "Tune selection priority, testing, status handling, and request overrides.": "選択優先度、テスト、ステータス処理、リクエスト上書きを調整します。",
     "Turnstile is enabled but site key is empty.": "Turnstile が有効ですが、サイトキーが空です。",
+    "Turnstile token is empty": "Turnstile トークンが空です",
+    "Turnstile verification failed, please refresh and try again!": "Turnstile の検証に失敗しました。ページを更新して再試行してください！",
     "Tutoring, learning aids, assessment": "個別指導・学習補助・評価",
     "Two-factor Authentication": "2要素認証",
     "Two-Factor Authentication": "2要素認証",
@@ -6143,13 +6944,18 @@
     "Type": "タイプ",
     "Type (common)": "タイプ（共通）",
     "Type *": "タイプ *",
+    "Type <username/> to confirm": "確認のため <username/> と入力してください",
     "Type a command or search...": "コマンドまたは検索を入力...",
     "Type the confirmation text here": "確認テキストをここに入力",
     "Type-Specific Settings": "タイプ固有の設定",
     "Type:": "タイプ:",
     "UI granularity only &mdash; data is still aggregated hourly": "UIの粒度のみ &mdash; データは引き続き時間単位で集計されます",
     "Unable to build Passkey assertion": "Passkey アサーションを作成できません",
+    "Unable to classify": "Unable to classify",
     "Unable to compare versions": "バージョンを比較できません",
+    "Unable to confirm the update result": "更新結果を確認できません",
+    "Unable to connect to {{provider}} server, please try again later": "{{provider}} サーバーに接続できません。しばらくしてから再試行してください",
+    "Unable to create the Passkey credential": "Passkey の資格情報を作成できません",
     "Unable to estimate price for this deployment.": "このデプロイメントの価格を推定できません。",
     "Unable to generate chat link. Please contact your administrator.": "チャットリンクを生成できません。管理者にご連絡ください。",
     "Unable to load groups": "グループをロードできません",
@@ -6163,15 +6969,22 @@
     "Unable to read clipboard": "クリップボードを読み取れません",
     "Unauthorized": "未認証",
     "Unauthorized Access": "不正アクセス",
+    "Unauthorized, insufficient privileges": "権限が不足しているため、この操作は実行できません",
+    "Unauthorized, invalid access token": "権限がありません。アクセストークンが無効です",
+    "Unauthorized, invalid user info": "権限がありません。ユーザー情報が無効です",
+    "Unauthorized, not logged in and no access token provided": "権限がありません。ログインしておらず、アクセストークンも指定されていません",
+    "Unauthorized, the access token has expired": "権限がありません。アクセストークンの有効期限が切れています",
     "Unavailable": "表示不可",
     "Unbind": "連携解除",
     "Unbind failed": "連携解除に失敗しました",
     "Unbound {{provider}}": "{{provider}}の連携を解除しました",
+    "Unbound successfully": "連携を解除しました",
     "Unchanged": "変更なし",
     "Underflow": "アンダーフロー",
     "Underground": "アンダーグラウンド",
     "Understand how user groups, token groups, ratios, and special rules work together.": "ユーザーグループ、トークングループ、倍率、特殊ルールがどのように連携するかを理解します。",
     "Understand image inputs alongside text": "テキストとともに画像入力を理解",
+    "Undo": "元に戻す",
     "Unexpected release payload": "予期しないリリースデータ",
     "Unified API Gateway for": "統合APIゲートウェイ -",
     "Unique identifier for this group.": "このグループの一意の識別子。",
@@ -6184,14 +6997,22 @@
     "Units per USD": "USDあたりのユニット数",
     "Unknown": "不明",
     "Unknown device": "不明なデバイス",
+    "Unknown OAuth provider": "不明な OAuth プロバイダーです",
+    "Unknown rule name": "不明なルール名です",
+    "Unknown setting type: {{type}}": "不明な設定タイプです：{{type}}",
     "Unknown version": "不明なバージョン",
     "Unlimited": "無制限",
     "Unlimited Quota": "無制限のクォータ",
+    "Unrecognized status code": "認識できないステータスコード",
     "Unsaved changes": "未保存の変更",
     "Unset legacy prices use the billing engine defaults.": "未設定の旧方式の料金には、課金エンジンの既定値が適用されます。",
     "Unset price": "価格未設定",
     "Unset price models": "価格が未設定のモデル",
     "Unsupported account password hashing configuration.": "アカウントのパスワードハッシュ設定がサポートされていません。",
+    "Unsupported add mode": "サポートされていない追加モードです",
+    "Unsupported operation": "サポートされていない操作です",
+    "Unsupported payment channel": "サポートされていない支払いチャネルです",
+    "Unsupported payment method": "サポートされていない支払い方法です",
     "Unsupported verification method: {{method}}": "サポートされていない認証方法です: {{method}}",
     "Until": "まで",
     "Untitled": "無題",
@@ -6210,6 +7031,7 @@
     "Update Channel": "チャネルを更新",
     "Update channel configuration and click save when you're done.": "チャネル設定を更新し、完了したら保存をクリックしてください。",
     "Update check timed out. Try again.": "更新の確認がタイムアウトしました。再試行してください。",
+    "Update completed": "更新が完了しました",
     "Update configuration": "設定を更新",
     "Update failed": "更新に失敗しました",
     "Update Model": "モデルを更新",
@@ -6217,8 +7039,10 @@
     "Update plan info": "プラン情報を更新",
     "Update Provider": "プロバイダーを更新",
     "Update Redemption Code": "引き換えコードを更新",
+    "Update results": "更新結果",
     "Update selected fields": "選択した項目を更新",
     "Update succeeded": "更新に成功しました",
+    "Update successful": "更新しました",
     "Update the API key by providing necessary info.": "必要な情報を提供して API キーを更新してください。",
     "Update the configuration for this custom OAuth provider.": "このカスタムOAuthプロバイダーの設定を更新します。",
     "Update the redemption code by providing necessary info.": "必要な情報を提供して、引き換えコードを更新してください。",
@@ -6238,6 +7062,8 @@
     "Updated a subscription plan": "サブスクリプションプランを更新しました",
     "Updated a vendor": "ベンダーを更新しました",
     "Updated At": "更新日時",
+    "Updated at {{time}} · refreshes every 15 seconds": "Updated at {{time}} · refreshes every 15 seconds",
+    "Updated at {{time}} · refreshes every minute": "Updated at {{time}} · refreshes every minute",
     "Updated channel {{name}} (ID: {{id}})": "チャネル {{name}} を更新しました（ID: {{id}}）",
     "Updated channel status (ID: {{id}})": "チャネルの状態を更新（ID: {{id}}）",
     "Updated daily": "毎日更新",
@@ -6253,6 +7079,7 @@
     "Upgrade and enable": "アップグレードして有効化",
     "Upgrade available: v{{installed}} to v{{latest}}": "アップグレード可能：v{{installed}} から v{{latest}}",
     "Upgrade Group": "グループをアップグレード",
+    "Upgrade group does not exist": "アップグレードグループが存在しません",
     "Upgrade plaintext SMTP connection with STARTTLS before authentication": "認証前に STARTTLS で平文の SMTP 接続を暗号化する",
     "Upload": "アップロード",
     "Upload a JavaScript task platform plugin.": "JavaScript タスクプラットフォームプラグインをアップロードします。",
@@ -6271,9 +7098,12 @@
     "Uploading...": "アップロード中...",
     "Upscale": "アップスケール",
     "Upstream": "アップストリーム",
+    "Upstream attempts": "Upstream attempts",
     "Upstream authentication": "上流サービスの認証",
+    "Upstream connection": "上流接続",
     "Upstream did not return reset credit details.": "上流からリセット回数の詳細が返されませんでした。",
     "Upstream JSON response": "上流 JSON レスポンス",
+    "Upstream model": "Upstream model",
     "Upstream Model": "上流へのリクエストモデル",
     "Upstream Model Detection Settings": "アップストリームモデル検出設定",
     "Upstream model detection task started. Track progress in System Info, then refresh to review staged updates.": "上流モデル検出タスクを開始しました。システム情報で進捗を確認し、完了後に更新してステージングされた変更をご確認ください。",
@@ -6290,6 +7120,7 @@
     "Upstream prices fetched successfully": "上流価格を正常に取得しました",
     "Upstream protocol plan": "上流プロトコルプラン",
     "Upstream ratios fetched successfully": "アップストリーム比率が正常に取得されました",
+    "Upstream receives": "上流が受信",
     "Upstream request failed": "上流リクエスト失敗",
     "Upstream Request ID": "上流リクエストID",
     "Upstream response": "上流レスポンス",
@@ -6300,27 +7131,36 @@
     "Upstream Response (billing-usage-gemini)": "アップストリームレスポンス (billing-usage-gemini)",
     "Upstream Response (billing-usage-openai-estimated)": "アップストリームレスポンス (billing-usage-openai-estimated)",
     "Upstream Response (billing-usage-openai)": "アップストリームレスポンス (billing-usage-openai)",
+    "Upstream returned no usage": "上流から使用量が返されませんでした",
+    "Upstream returned no usage, so nothing was charged (possibly an upstream timeout)": "上流から使用量が返されなかったため課金されていません（上流のタイムアウトの可能性があります）",
     "upstream services integrated": "アップストリームサービス連携",
     "Upstream Task ID": "アップストリームタスク ID",
+    "Upstream task not found": "上流でタスクが見つかりません",
+    "Upstream task plugins": "上流タスクプラグイン",
+    "Upstream task timed out (over 1 hour)": "上流タスクがタイムアウトしました（1 時間超過）",
     "Upstream Updates": "アップストリーム更新",
     "Upstream URL": "上流 URL",
     "Upstream URL must be a full URL": "上流 URL は完全な URL である必要があります",
+    "Upstream usage": "Upstream usage",
     "Upstream vendor missing": "上流にベンダー情報がありません",
     "uptime": "稼働時間",
     "Uptime": "稼働時間",
     "Uptime (30d)": "稼働率 (30 日)",
     "Uptime (last 30 days)": "稼働率（過去 30 日間）",
     "Uptime Kuma": "稼働時間Kuma",
+    "Uptime Kuma groups cannot exceed 20 entries": "Uptime Kuma グループは 20 件までです",
     "Uptime Kuma groups saved successfully": "Uptime Kuma グループが正常に保存されました",
     "Uptime Kuma URL": "稼働時間KUMA URL",
     "Uptime since": "稼働開始日時",
     "URL": "URL",
     "URL is required": "URL は必須です",
+    "URL must start with http:// or https://": "URL は http:// または https:// で始まる必要があります",
     "URL to your logo image (optional)": "ロゴ画像のURL (オプション)",
     "US dollar (USD)": "米ドル（USD）",
     "Usage": "使用量",
     "Usage · {{price}}": "使用量 · {{price}}",
     "Usage at a glance": "使用状況の概要",
+    "Usage details": "Usage details",
     "Usage guide": "使用ガイド",
     "Usage logs": "使用ログ",
     "Usage Logs": "利用履歴",
@@ -6328,6 +7168,7 @@
     "Usage parameters": "使用量パラメータ",
     "Usage percentage": "使用率",
     "Usage prices": "使用量料金",
+    "Usage source": "Usage source",
     "Usage-based": "使用量ベース",
     "Usage-based billing": "使用量ベースの課金",
     "Usage-based billing · price not configured": "使用量ベースの課金 · 料金未設定",
@@ -6341,7 +7182,9 @@
     "Use a different stable value for each instance, then restart the service.": "インスタンスごとに異なる安定した値を使用し、その後サービスを再起動してください。",
     "Use a Passkey from another website": "別のサイトのパスキーを使用",
     "Use a path to append it to the channel Base URL, or enter a full URL to override the Base URL for this route.": "パスを入力するとチャネルの Base URL に追加されます。完全な URL を入力すると、このルートでは Base URL を使わずその URL を使用します。",
+    "Use access tokens to call the dashboard API from scripts. Each token only has the permissions you select.": "スクリプトからダッシュボード API を呼び出すときはアクセストークンを使います。各トークンには選択した権限だけが付与されます。",
     "Use an HTTPS domain (or localhost for development) to configure Passkey.": "Passkey の設定には HTTPS のドメインを使用してください。開発時は localhost も使えます。",
+    "Use at most 20 tags, each no longer than 40 characters.": "Use at most 20 tags, each no longer than 40 characters.",
     "Use authenticator code": "認証コードを使用",
     "Use backup code": "バックアップコードを使用",
     "Use Bearer for all protocols": "すべてのプロトコルで Bearer を使用",
@@ -6352,6 +7195,7 @@
     "Use exact model names such as gpt-4o, or regex rules prefixed with re: such as re:^gemini-.": "gpt-4o のような完全一致のモデル名、または re:^gemini- のように re: で始まる正規表現ルールを使えます。",
     "Use expression pricing when a dependent price is non-zero and its base price is zero.": "基準料金がゼロで関連料金がゼロでない場合は、式による料金設定を使用してください。",
     "Use external tools to extend capabilities": "外部ツールを利用して機能を拡張",
+    "Use Mantle for supported Claude models and automatic prompt caching. Keep InvokeModel for older models and Amazon Nova.": "対応する Claude モデルと自動プロンプトキャッシュには Mantle を使用します。旧モデルと Amazon Nova には InvokeModel を使用してください。",
     "Use model-level expression": "モデルの式を使用",
     "Use model-level pricing": "モデルの料金設定を使用",
     "Use one available reset credit for this channel. The reset request is sent only after confirmation.": "このチャンネルで利用可能なリセット回数を1回使用します。確認後にのみリセット要求を送信します。",
@@ -6366,7 +7210,9 @@
     "Use the existing token total": "既存のトークン合計を使用",
     "Use the full-width table to scan prices, then select a row to edit it here.": "表で価格を確認し、行を選択してここで編集します。",
     "Use the group set on the token. If the token has no group, use the user group. The auto group tries the auto assignment order from top to bottom.": "トークンに設定されたグループを使います。トークンにグループがなければユーザーグループを使います。auto グループは自動割り当て順を上から順に試します。",
+    "Use the group set on the token. If the token has no group, use the user group. The auto group tries the configured groups from top to bottom.": "トークンに設定されたグループを使用します。未設定の場合はユーザーのグループを使用します。auto グループは設定されたグループを上から順に試行します。",
     "Use the pricing group table to manage the ratio and whether the group appears in the token creation dropdown.": "料金グループ表で倍率と、トークン作成ドロップダウンに表示するかどうかを管理します。",
+    "Use the same priority as the highlighted channels": "強調表示されたチャネルと同じ優先度にします",
     "Use this callback URL pattern when registering a custom OAuth provider.": "カスタム OAuth プロバイダーを登録するときは、このコールバック URL 形式を使用します。",
     "Use this token for API authentication": "API認証にはこのトークンを使用してください",
     "Use tier(name, fixed(amount)) for a USD price per request. Group and request multipliers still apply.": "tier(name, fixed(amount)) でリクエストごとの米ドル価格を設定します。グループ倍率とリクエスト倍率も適用されます。",
@@ -6399,15 +7245,21 @@
     "User dashboard and quota controls.": "ユーザーダッシュボードとクォータ制御。",
     "User deleted successfully": "ユーザーを削除しました",
     "User demoted to regular user successfully": "ユーザーを通常ユーザーに降格しました",
+    "User detection": "User detection",
     "User disabled successfully": "ユーザーを無効化しました",
+    "User does not exist": "ユーザーが存在しません",
     "User enabled successfully": "ユーザーを有効化しました",
     "User Exclusive Ratio": "専用倍率",
     "User group": "ユーザーグループ",
     "User Group": "ユーザーグループ",
     "User group name": "ユーザーグループ名",
+    "User group will be reverted to {{group}}": "ユーザーグループは {{group}} に戻ります",
+    "User group will be upgraded to {{group}}": "ユーザーグループは {{group}} にアップグレードされます",
     "User Group: {{ratio}}x": "ユーザーグループ：{{ratio}}x",
     "User groups that can access channels with this tag": "このタグを持つチャネルにアクセスできるユーザーグループ",
     "User groups that can access this channel. ": "このチャネルにアクセスできるユーザグループ。",
+    "User has been banned": "ユーザーは利用停止されています",
+    "User has been deleted": "ユーザーは削除されています",
     "User ID": "ユーザー ID",
     "User ID Field": "ユーザーIDフィールド",
     "User ID:": "ユーザーID:",
@@ -6417,25 +7269,36 @@
     "User Menu": "ユーザーメニュー",
     "User personal functions": "ユーザー個人機能",
     "User promoted to admin successfully": "ユーザーを管理者に昇格しました",
+    "User registration failed or user ID retrieval failed": "ユーザー登録またはユーザー ID の取得に失敗しました",
     "User selectable": "ユーザー選択可",
     "User Subscription Management": "ユーザーサブスクリプション管理",
     "User updated successfully": "ユーザーの更新に成功しました",
     "User Verification": "ユーザー認証",
     "User-Agent include (one per line)": "User-Agent include（1行に1つ）",
     "Username": "ユーザー名",
+    "Username already exists or has been deleted": "このユーザー名は既に存在するか、削除済みです",
     "Username confirmation does not match": "ユーザー名の確認が一致しません",
     "Username Field": "ユーザー名フィールド",
+    "Username must be {{max}} characters or fewer": "ユーザー名は {{max}} 文字以内で入力してください",
     "Username or Email": "ユーザー名またはメールアドレス",
+    "Username or password is incorrect, or user has been banned": "ユーザー名またはパスワードが正しくないか、ユーザーが利用停止されています",
     "Users": "ユーザー",
+    "Users call": "ユーザーの指定",
     "Users call the model on the left. The platform forwards the request to the upstream model on the right.": "ユーザーは左側のモデルを呼び出します。プラットフォームはリクエストを右側のアップストリームモデルに転送します。",
+    "Users can download their own logs from the usage log page. Administrators can always export.": "ユーザーは利用履歴ページから自分のログをダウンロードできます。管理者はいつでもエクスポートできます。",
     "Users in {{group}}": "{{group}} のユーザー",
     "Users must wait for a successful drawing before upscales or variations.": "アップスケールやバリエーションを行う前に、ユーザーは成功した描画を待つ必要があります。",
     "Users of vip, when billed as premium, pay ratio": "vip グループのユーザーが premium として課金されるときの倍率は",
     "Users only see groups marked as user selectable. Non-selectable groups can still be assigned by administrators.": "ユーザーにはユーザー選択可のグループだけが表示されます。選択不可グループも管理者は割り当てできます。",
     "uses": "使用回数",
+    "Uses the group Astra fingerprint and pelican checks; other models have not been individually tested. Off by default.": "Uses the group Astra fingerprint and pelican checks; other models have not been individually tested. Off by default.",
+    "Uses the group Astra fingerprint and vision checks; other models have not been individually tested. Off by default.": "Uses the group Astra fingerprint and vision checks; other models have not been individually tested. Off by default.",
     "Using built-in or default pricing": "組み込みまたは既定の料金を使用",
     "Using the complete global Auto order ({{count}} groups)": "グローバル Auto の全順序を使用中（{{count}} グループ）",
     "v{{installed}} is installed but this source does not list it. Installing replaces it with v{{target}}.": "v{{installed}} がインストールされていますが、このソースには掲載されていません。インストールすると v{{target}} に置き換わります。",
+    "Valid probes {{count}}": "Valid probes {{count}}",
+    "Valid probes {{count}}/3": "Valid probes {{count}}/3",
+    "Validate Astra upstream model": "Validate Astra upstream model",
     "Validity": "有効期間",
     "Validity Period": "有効期間",
     "Value": "値",
@@ -6471,6 +7334,7 @@
     "Vendors still have {{count}} linked model records. Transfer or clear their assignments first.": "まだ {{count}} 件の関連モデルがあります。先に割り当てを移動または解除してください。",
     "Verification code": "確認コード",
     "Verification Code": "認証コード",
+    "Verification code is incorrect or has expired": "確認コードが正しくないか、期限切れです",
     "Verification code must be 6 digits": "認証コードは6桁である必要があります",
     "Verification code sent! Please check your email.": "認証コードを送信しました！メールを確認してください。",
     "Verification code updates every 30 seconds.": "認証コードは 30 秒ごとに更新されます。",
@@ -6482,14 +7346,26 @@
     "Verification failed. Please try again.": "確認に失敗しました。もう一度お試しください。",
     "Verification flow expired": "認証手続きの有効期限が切れました",
     "Verification is not configured properly": "認証が正しく設定されていません",
+    "Verification method": "検証方法",
     "Verification proof was not returned": "認証証明が返されませんでした",
     "Verification required to reveal the saved key.": "保存されたキーを表示するには、認証が必要です。",
     "Verification scope is missing": "検証スコープがありません",
+    "Verified": "Verified",
     "Verify": "認証",
     "Verify again before retrying this action.": "この操作を再試行する前に、もう一度認証してください。",
     "Verify and Sign In": "確認してサインイン",
     "Verify routing with Playground or your client": "Playground またはクライアントでルーティングを確認",
     "Verify Setup": "設定を確認",
+    "Verify to create administrator": "認証して管理者を作成",
+    "Verify to delete user": "認証してユーザーを削除",
+    "Verify to demote user": "認証してユーザーを降格",
+    "Verify to disable user": "認証してユーザーを無効にする",
+    "Verify to enable user": "認証してユーザーを有効にする",
+    "Verify to promote user": "認証してユーザーを昇格",
+    "Verify to reset 2FA": "認証して 2FA をリセット",
+    "Verify to reset Passkey": "認証して Passkey をリセット",
+    "Verify to unbind account": "認証してアカウント連携を解除",
+    "Verify to update user credentials": "認証してユーザーの認証情報を更新",
     "Verify to view channel key": "認証してチャネルキーを表示",
     "Verify upstream pricing": "取得元の価格を確認",
     "Verify your database connection": "データベース接続を確認",
@@ -6505,6 +7381,8 @@
     "Vertex AI API Key mode does not support batch creation": "Vertex AI API Key モードは一括作成をサポートしていません",
     "Vertex AI does not support functionResponse.id. Enable this to remove the field automatically.": "Vertex AI は functionResponse.id フィールドをサポートしません。有効にすると自動的に削除します。",
     "Vertex AI Key Format": "Vertex AIキー形式",
+    "Vertex AI keys for batch adding cannot be empty": "一括追加する Vertex AI キーは空にできません",
+    "Vertex AI Project ID": "Vertex AI プロジェクト ID",
     "Vertex AI service account key must be valid JSON": "Vertex AI サービスアカウントキーは有効な JSON である必要があります",
     "Video": "動画",
     "Video length in seconds": "動画の長さ（秒）",
@@ -6513,15 +7391,23 @@
     "Vidu": "Vidu",
     "View": "表示",
     "View all currently available models": "現在利用可能なすべてのモデルを表示",
+    "View all top-up records, subscription plans, and user subscriptions.": "すべてのチャージ履歴、サブスクリプションプラン、ユーザーのサブスクリプションを表示します。",
+    "View all users' usage logs, statistics, and tasks.": "すべてのユーザーの利用ログ、統計、タスクを表示します。",
+    "View API keys and their settings without the full key.": "API キーとその設定を表示します（完全なキーは含みません）。",
     "View API token key": "API トークンキーを表示",
     "View API token keys in batch": "API トークンキーを一括表示",
     "View audit records from user and admin roles. Root records are always excluded.": "user と admin ロールの監査記録を表示します。root ロールの記録は常に除外されます。",
+    "View balance, top-up records, subscriptions, and referral information.": "残高、チャージ履歴、サブスクリプション、紹介情報を表示します。",
     "View changelog source": "変更履歴のソースを表示",
     "View channel lists and details without secrets.": "シークレットを含まないチャネル一覧と詳細を表示します。",
     "View channel secrets": "チャンネルシークレットを表示",
+    "View complete API keys.": "API キーを完全な形で表示します。",
+    "View deployments and price estimates.": "デプロイと料金見積もりを表示します。",
     "View detailed information about this user including balance, usage statistics, and invitation details.": "残高、使用統計、招待の詳細など、このユーザーに関する詳細情報を表示します。",
     "View details": "詳細を表示",
     "View document": "ドキュメントを表示",
+    "View groups and prefill groups.": "グループとプリフィルグループを表示します。",
+    "View installed task plugins and their settings.": "インストール済みのタスクプラグインとその設定を表示します。",
     "View issued reset credits, grant dates, and expiration.": "発行済みリセット回数、付与日時、有効期限を表示します。",
     "View key for API token “{{name}}”": "API トークン「{{name}}」のキーを表示",
     "View logs": "ログを表示",
@@ -6529,27 +7415,39 @@
     "View mode": "表示モード",
     "View model statistics and charts": "モデルの統計とグラフを表示",
     "View models": "モデルを表示",
+    "View models and vendors, and preview upstream sync.": "モデルとプロバイダーを表示し、アップストリーム同期をプレビューします。",
     "View other accounts' audit logs": "他のアカウントの監査ログを表示",
+    "View Passkey, two-factor, and sign-in binding status.": "Passkey、2要素認証、ログイン連携の状態を表示します。",
+    "View performance, system tasks, and system information.": "パフォーマンス、システムタスク、システム情報を表示します。",
     "View Pricing": "価格を見る",
     "View pricing for {{model}}": "{{model}} の料金を表示",
+    "View redemption codes.": "引き換えコードを表示します。",
     "View scope": "表示範囲",
+    "View system settings, custom OAuth providers, and price sync sources.": "システム設定、カスタム OAuth プロバイダー、料金の同期元を表示します。",
     "View the complete details for this": "この",
     "View the complete details for this log entry": "このログエントリの完全な詳細を表示",
     "View the complete details for this task": "このタスクの完全な詳細を表示します",
     "View the complete error message and details": "エラーメッセージと詳細を表示",
     "View the complete prompt and its English translation": "プロンプト全文と英語訳を表示",
     "View the generated image": "生成された画像を表示",
+    "View users, their sign-in bindings, and permission settings.": "ユーザー、ログイン連携、権限設定を表示します。",
+    "View your profile, groups, and available models.": "プロフィール、グループ、利用可能なモデルを表示します。",
     "View your topup transaction records and payment history": "チャージ取引記録と支払い履歴を表示",
+    "View your usage logs, statistics, tasks, and audit logs.": "利用ログ、統計、タスク、監査ログを表示します。",
     "Viewed channel key {{name}} (ID: {{id}})": "チャネルキー {{name}} を表示しました（ID: {{id}}）",
     "Violation Code": "違反コード",
     "Violation deduction amount": "違反控除金額",
     "Violation Fee": "違反料金",
+    "Violation fee charged": "違反料金を請求しました",
     "Violation Marker": "違反マーカー",
     "vip": "vip",
+    "VIP group": "VIP グループ",
     "VIP users with premium access": "プレミアムアクセス権を持つVIPユーザー",
     "Visible": "表示",
     "Visible only to users with access to the model’s groups.": "モデルのグループにアクセスできるユーザーにのみ表示されます。",
     "Vision": "ビジョン",
+    "Vision check · passes when the response contains 音响 or 音箱.": "Vision check · passes when the response contains 音响 or 音箱.",
+    "Vision test": "Vision test",
     "Vision, image / video, document chat": "ビジョン・画像/動画・ドキュメントチャット",
     "Visit Settings → General and adjust quota options...": "「設定」→「一般」にアクセスして、クォータオプションを調整してください...",
     "Visitors must authenticate before accessing the pricing directory.": "訪問者は料金ディレクトリにアクセスする前に認証を行う必要があります。",
@@ -6570,7 +7468,11 @@
     "vs. previous": "前期比",
     "Waffo": "Waffo",
     "Waffo Aggregator Gateway": "Waffo アグリゲーターゲートウェイ",
+    "Waffo Pancake configuration is incomplete": "Waffo Pancake の設定が不完全です",
+    "Waffo Pancake credentials are not configured": "Waffo Pancake の認証情報が設定されていません",
     "Waffo Pancake Dashboard": "Waffo Pancake Dashboard",
+    "Waffo Pancake is not configured or key is invalid": "Waffo Pancake が設定されていないか、キーが無効です",
+    "Waffo Pancake is not fully configured. Complete the gateway binding in payment settings first.": "Waffo Pancake の設定が完了していません。先に支払い設定でゲートウェイの連携を完了してください。",
     "Waffo Pancake MoR": "Waffo Pancake MoR",
     "Waffo Pancake Payment Gateway": "Waffo Pancake 決済ゲートウェイ",
     "Waffo Pancake product created": "Waffo Pancake 商品を作成しました",
@@ -6579,8 +7481,10 @@
     "Waffo Pancake settings saved": "Waffo Pancake 設定を保存しました",
     "Waffo Payment": "Waffo決済",
     "Waffo Payment Gateway": "Waffo決済ゲートウェイ",
+    "Waffo payment is not enabled": "Waffo 決済は有効になっていません",
     "Waffo Public Key (Production)": "Waffo公開鍵（本番）",
     "Waffo Public Key (Sandbox)": "Waffo公開鍵（サンドボックス）",
+    "WaffoPancakeProductId is not configured for this plan": "このプランには WaffoPancakeProductId が設定されていません",
     "Waiting": "待機中",
     "Waiting for email...": "メールを待っています...",
     "Waiting for two comparable samples. Counter resets restart the sampling window.": "比較可能な2回のサンプルを待っています。カウンターのリセット後は集計をやり直します。",
@@ -6590,6 +7494,7 @@
     "Wallet Management": "ウォレット管理",
     "Wallet management and personal preferences.": "ウォレット管理と個人設定。",
     "Wallet Only": "ウォレットのみ",
+    "Wallet pre-consume bypass threshold (USD)": "ウォレットの事前引き落とし省略額（USD）",
     "Wallet quota limit exceeded": "ウォレットのクォータ範囲を超えています",
     "Warning": "警告",
     "Warning: Base URL should not end with /v1. New API will handle it automatically. This may cause request failures.": "警告: Base URL は /v1 で終わってはいけません。New API が自動的に処理します。これによりリクエストが失敗する可能性があります。",
@@ -6614,9 +7519,11 @@
     "Webhook URL": "Webhook URL",
     "Webhook URL (Production):": "Webhook URL（本番）:",
     "Webhook URL (Test):": "Webhook URL（テスト）:",
+    "Webhook URL cannot be empty": "Webhook URL を入力してください",
     "Webhook URL:": "Webhook URL:",
     "Website is under maintenance!": "ウェブサイトはメンテナンス中です！",
     "WeChat": "WeChat Pay",
+    "WeChat ID is empty!": "WeChat ID が空です！",
     "WeChat login QR code": "WeChatログインQRコード",
     "WeChat Pay": "WeChat Pay",
     "WeChat sign in": "WeChatでサインイン",
@@ -6631,9 +7538,11 @@
     "Weighted by request count": "リクエスト数で加重",
     "Welcome back!": "おかえりなさい！",
     "Welcome to our New API...": "New API へようこそ...",
-    "Well-Known URL": "よく知られたURL",
+    "Well-Known URL": "Well-Known URL",
     "Well-Known URL must start with http:// or https://": "Well-Known URL は http:// または https:// で始まる必要があります",
+    "What do you want to change?": "何を変更しますか？",
     "What would you like to know?": "何を知りたいですか？",
+    "When a channel is disabled or re-enabled automatically, or a test of all channels finishes": "チャネルが自動で無効化または再有効化されたとき、または全チャネルのテストが完了したとき",
     "When a token uses the auto group, the system tries groups from top to bottom until it finds an available group.": "トークンが auto グループを使用すると、システムは上から順に利用可能なグループを探します。",
     "When billed as {{group}}": "{{group}} として課金時",
     "When conditions match": "条件を満たす場合",
@@ -6648,6 +7557,7 @@
     "When enabled, newly created tokens start in the first auto group.": "有効にすると、新しく作成されたトークンは最初の自動グループで開始されます。",
     "When enabled, prompts are scanned before reaching upstream models.": "有効にすると、プロンプトはアップストリームモデルに到達する前にスキャンされます。",
     "When enabled, the store field will be blocked": "有効にすると、ストアフィールドはブロックされます",
+    "When enabled, this API key can be used to check your account's remaining and used quota.": "有効にすると、このAPIキーでアカウントの残りクォータと使用済みクォータを確認できます。",
     "When enabled, users can pick this group when creating tokens.": "有効にすると、ユーザーはトークン作成時にこのグループを選択できます。",
     "When enabled, violation requests will incur additional charges.": "有効にすると、違反リクエストに追加料金が発生します。",
     "When enabled, zero-cost models also pre-consume quota before final settlement.": "有効にすると、ゼロコストモデルも最終決済前にクォータを事前消費します。",
@@ -6690,11 +7600,15 @@
     "You are running the latest version ({{version}}).": "最新バージョン ({{version}}) を使用中です。",
     "You can add models manually or try fetching again.": "モデルを手動で追加するか、再取得できます。",
     "You can close this tab once the binding completes or a success message appears in the original window.": "バインディングが完了するか、元のウィンドウに成功メッセージが表示されたら、このタブを閉じることができます。",
+    "You can create at most {{count}} access tokens": "アクセストークンは最大 {{count}} 個まで作成できます",
+    "You can create up to {{count}} access tokens": "アクセストークンは最大 {{count}} 個まで作成できます",
     "You can manually add them in \"Custom Model Names\", click \"Fill\" and then submit, or use the operations below to handle automatically.": "\"カスタムモデル名\"で手動で追加し、\"入力\"をクリックしてから送信するか、以下の操作を使用して自動的に処理できます。",
     "You can only check in once per day": "チェックインできるのは1日1回のみです",
     "You can still edit non-sensitive operations fields such as models, groups, priority, and weight.": "モデル、グループ、優先度、重みなどの非機密の運用項目は引き続き編集できます。",
+    "You cannot grant one or more of these permissions.": "これらの権限の一部を付与することはできません。",
     "You commit not to use this system to implement, assist with, or indirectly implement acts that violate applicable laws and regulations, regulatory requirements, platform rules, public interests, or the lawful rights and interests of third parties.": "適用される法令、規制要件、プラットフォーム規則、公共の利益、または第三者の正当な権利利益に違反する行為を、このシステムを用いて実施、支援、または間接的に実施しないことを約束します。",
     "You commit to using upstream APIs, accounts, keys, quotas, and service capabilities only within the scope of lawful authorization obtained from upstream service providers, model service providers, or relevant rights holders, and will not conduct unauthorized resale, trafficking, distribution, or other non-compliant commercialization.": "上流 API、アカウント、キー、クォータ、サービス機能を、上流サービス提供者、モデルサービス提供者、または関連する権利者から取得した合法的な許可の範囲内でのみ使用し、無許可の再販売、転売、配布、その他の不適切な商業利用を行わないことを約束します。",
+    "You do not have permission to edit channels": "チャンネルを編集する権限がありません",
     "You do not have permission to edit sensitive channel settings.": "機密チャネル設定を編集する権限がありません。",
     "You do not have permission to perform this action.": "この操作を実行する権限がありません。",
     "You don't have necessary permission": "必要な権限がありません",
@@ -6722,7 +7636,6 @@
     "Your new backup codes are ready": "新しいバックアップコードの準備ができました",
     "Your Referral Link": "あなたの紹介リンク",
     "Your setup guide is collapsed so usage stays in focus.": "利用状況に集中できるよう、セットアップガイドを折りたたみました。",
-    "Your system access token for API authentication. Keep it secure and don't share it with others.": "API認証用のシステムアクセストークンです。安全に保管し、他者と共有しないでください。",
     "Your Telegram Bot Token": "あなたのTelegramボットトークン",
     "Your transaction history will appear here": "取引履歴はここに表示されます",
     "Your Turnstile secret key": "あなたのTurnstileシークレットキー",
@@ -6732,223 +7645,10 @@
     "Zhipu GLM": "Zhipu GLM",
     "Zhipu V4": "Zhipu V 4",
     "Zoom": "ズーム",
-    "Channel error": "チャネルエラー",
-    "Unrecognized status code": "認識できないステータスコード",
-    "Correct the invalid settings before saving.": "無効な設定を修正してから保存してください。",
-    "Upstream connection": "上流接続",
-    "Local check": "ローカルチェック",
-    "Responses WebSocket": "Responses WebSocket",
-    "Cross-group retry": "グループ横断リトライ",
-    "Request policy decisions": "リクエストポリシーの判断",
-    "Candidate channels": "Candidate channels",
-    "Candidate list truncated; at most 100 candidates are stored per attempt.": "Candidate list truncated; at most 100 candidates are stored per attempt.",
-    "Copy request ID": "Copy request ID",
-    "Request information": "Request information",
-    "Affinity correlation": "Affinity correlation",
-    "Not provided": "Not provided",
-    "Filter related requests": "Filter related requests",
-    "Identifier source": "Identifier source",
-    "Requested model": "Requested model",
-    "Upstream model": "Upstream model",
-    "Returned model": "Returned model",
-    "The returned model is diagnostic metadata, not proof of the model that ran.": "The returned model is diagnostic metadata, not proof of the model that ran.",
-    "Reasoning effort": "Reasoning effort",
-    "HTTP status": "HTTP status",
-    "Stream end": "Stream end",
-    "Correlation key": "Correlation key",
-    "Priority and weight selection": "Priority and weight selection",
-    "No available channel": "No available channel",
-    "Eligible candidate": "Eligible candidate",
-    "Selected candidate": "Selected candidate",
-    "Excluded by priority": "Excluded by priority",
-    "Affinity cache hit": "Affinity cache hit",
-    "Affinity candidate unavailable": "Affinity candidate unavailable",
-    "Fixed channel not found": "Fixed channel not found",
-    "Channel disabled": "Channel disabled",
-    "Switched to fallback group": "Switched to fallback group",
-    "Request path not supported": "Request path not supported",
-    "Task plugin does not match": "Task plugin does not match",
-    "Responses WebSocket not supported": "Responses WebSocket not supported",
-    "Channel no longer exists": "Channel no longer exists",
-    "Exact model names only. Preferred groups run before the remaining pool. A successful session binding takes precedence.": "Exact model names only. Preferred groups run before the remaining pool. A successful session binding takes precedence.",
-    "Estimated usage": "Estimated usage",
-    "Attempt history unavailable": "Attempt history unavailable",
-    "Preset: Astra prefers preferred-group": "Preset: Astra prefers preferred-group",
-    "Usage source": "Usage source",
-    "Collecting usage": "Collecting usage",
-    "Model verification: pending": "Model verification: pending",
-    "Upstream attempts": "Upstream attempts",
-    "Server-side routing preview only; no model request or charge. Availability and session bindings may change the selected channel.": "Server-side routing preview only; no model request or charge. Availability and session bindings may change the selected channel.",
-    "Group pool": "Group pool",
-    "Inherit global Auto": "Inherit global Auto",
-    "Preview model": "Preview model",
-    "Upstream usage": "Upstream usage",
-    "Customize pool": "Customize pool",
-    "Input / Output / Cache": "Input / Output / Cache",
-    "Verified": "Verified",
-    "Each consumed attempt is charged independently at the requested model price and its actual group ratio. The total below is a summary, not another charge.": "Each consumed attempt is charged independently at the requested model price and its actual group ratio. The total below is a summary, not another charge.",
-    "Model verification: unchecked": "Model verification: unchecked",
-    "Rejected without charge": "Rejected without charge",
-    "/api/token/routing-preview": "/api/token/routing-preview",
-    "No available groups": "No available groups",
-    "Lower priority numbers run first. Equal priorities use round-robin. Removing a pool group also removes its rule references.": "Lower priority numbers run first. Equal priorities use round-robin. Removing a pool group also removes its rule references.",
-    "Not checked": "Not checked",
-    "Model verification: accepted": "Model verification: accepted",
-    "Switched successfully": "Switched successfully",
-    "Rejected and charged": "Rejected and charged",
-    "The preset never adds groups. Customize the pool to add model rules.": "The preset never adds groups. Customize the pool to add model rules.",
-    "Pending settlement": "Pending settlement",
-    "Settled attempt total": "Settled attempt total",
-    "Model preferences": "Model preferences",
-    "Routing preview": "Routing preview",
-    "Add model rule": "Add model rule",
-    "Delete rule": "Delete rule",
-    "Attempt status": "Attempt status",
-    "Inherit user group": "Inherit user group",
-    "Invalid group pool or model rule": "Invalid group pool or model rule",
-    "Billing group ratio": "Billing group ratio",
-    "Model rules": "Model rules",
-    "Auto-switch on Astra model mismatch": "Auto-switch on Astra model mismatch",
-    "Model detection is always active. When off, mismatched results are delivered and logged. When on, mismatched results are rejected and a safe channel switch is attempted.": "Model detection is always active. When off, mismatched results are delivered and logged. When on, mismatched results are rejected and a safe channel switch is attempted.",
-    "Each consumed attempt is charged independently, including rejected results.": "Each consumed attempt is charged independently, including rejected results.",
-    "Enable Astra auto-switch?": "Enable Astra auto-switch?",
-    "Rejected results still incur upstream usage charges. Switching sends another request that is charged separately, so one client request can incur multiple charges. If no safe switch is available, the request fails instead of delivering a mismatched result.": "Rejected results still incur upstream usage charges. Switching sends another request that is charged separately, so one client request can incur multiple charges. If no safe switch is available, the request fails instead of delivering a mismatched result.",
-    "I understand the charges, enable and save": "I understand the charges, enable and save",
-    "Legacy Astra model guard (deprecated)": "Legacy Astra model guard (deprecated)",
-    "Astra auto-switch is now controlled by each API key. This legacy channel setting no longer affects requests.": "Astra auto-switch is now controlled by each API key. This legacy channel setting no longer affects requests.",
-    "Model mismatch allowed": "Model mismatch allowed",
-    "Model verification: mismatch_allowed": "Model verification: mismatch_allowed",
-    "Model verification: mismatch_rejected": "Model verification: mismatch_rejected",
-    "Model verification: switched_success": "Switched successfully",
-    "Model verification: transport_error": "Transport error",
-    "Transport error": "Transport error",
-    "Astra auto-switch and charges": "Astra auto-switch and charges",
-    "Existing API keys keep Astra auto-switch enabled; new keys default to off. Rejected results still incur usage charges, and every additional upstream attempt is charged separately. You can change this setting for each API key.": "Existing API keys keep Astra auto-switch enabled; new keys default to off. Rejected results still incur usage charges, and every additional upstream attempt is charged separately. You can change this setting for each API key.",
-    "Remind me next time": "Remind me next time",
-    "I understand": "I understand",
-    "Astra model detection": "Astra model detection",
-    "Compare the returned model with Astra and record the result. Detection alone does not reject responses. When disabled, response model checks and switching on model mismatch are off.": "Compare the returned model with Astra and record the result. Detection alone does not reject responses. When disabled, response model checks and switching on model mismatch are off.",
-    "Requires model detection. When off, responses are delivered normally. When on, mismatched responses are rejected and a safe channel switch is attempted.": "Requires model detection. When off, responses are delivered normally. When on, mismatched responses are rejected and a safe channel switch is attempted.",
-    "Astra fingerprint sampling": "Astra fingerprint sampling",
-    "Sampled downgrade rate": "Sampled downgrade rate",
-    "Probe availability": "Probe availability",
-    "{{suspect}} suspected / {{valid}} measured rounds": "{{suspect}} suspected / {{valid}} measured rounds",
-    "Astra · {{hours}}h": "Astra · {{hours}}h",
-    "Availability · {{hours}}h": "Availability · {{hours}}h",
-    "Every {{minutes}} minutes · 3 probes per channel": "Every {{minutes}} minutes · 3 probes per channel",
-    "Availability check · every {{minutes}} minutes": "Availability check · every {{minutes}} minutes",
-    "{{success}} / {{checks}} checks succeeded": "{{success}} / {{checks}} checks succeeded",
-    "{{suspect}} suspected / {{valid}} conclusive rounds": "{{suspect}} suspected / {{valid}} conclusive rounds",
-    "Sampling data unavailable": "Sampling data unavailable",
-    "No enabled Astra channels": "No enabled Astra channels",
-    "Automatic sampling paused": "Automatic sampling paused",
-    "Every 30 minutes · 3 probes per channel": "Every 30 minutes · 3 probes per channel",
-    "Coverage {{sampled}}/{{total}} · inconclusive {{unclear}} · failed {{errors}}": "Coverage {{sampled}}/{{total}} · inconclusive {{unclear}} · failed {{errors}}",
-    "Experimental behavioral samples, not proof of model identity. Luna-like inconclusive rounds count as suspected downgrades; other inconclusive and failed rounds are excluded. Samples do not verify individual customer requests.": "Experimental behavioral samples, not proof of model identity. Luna-like inconclusive rounds count as suspected downgrades; other inconclusive and failed rounds are excluded. Samples do not verify individual customer requests.",
-    "Recent sampling results": "Recent sampling results",
-    "Fingerprint matched": "Fingerprint matched",
-    "Suspected model substitution": "Suspected model substitution",
-    "Inconclusive sample": "Inconclusive sample",
-    "Sampling failed": "Sampling failed",
-    "Sampling in progress": "Sampling in progress",
-    "Valid probes {{count}}/3": "Valid probes {{count}}/3",
-    "Closest fingerprint": "Closest fingerprint",
-    "Score gap": "Score gap",
-    "Sample all Astra channels": "Sample all Astra channels",
-    "Sampling queued. Results will refresh automatically.": "Sampling queued. Results will refresh automatically.",
-    "This sends up to 3 independent requests per enabled Astra channel. Upstream costs are paid by the platform, not customer tokens. Existing tasks will not be duplicated. Please allow at least 5 minutes between rounds.": "This sends up to 3 independent requests per enabled Astra channel. Upstream costs are paid by the platform, not customer tokens. Existing tasks will not be duplicated. Please allow at least 5 minutes between rounds.",
-    "Confirm and sample": "Confirm and sample",
-    "Astra sampling is disabled": "Astra sampling is disabled",
-    "Please wait five minutes between sampling rounds": "Please wait five minutes between sampling rounds",
-    "Service support provided by Crash Workshop Cloud Computing": "Service support provided by Crash Workshop Cloud Computing",
-    "Test pelican": "Test pelican",
-    "Test fingerprint": "Test fingerprint",
-    "Manual detection uses your wallet balance.": "Manual detection uses your wallet balance.",
-    "Detection finished": "Detection finished",
-    "Detection in progress": "Detection in progress",
-    "Charged": "Charged",
-    "Usage details": "Usage details",
-    "Detection could not be completed. Only measured usage is charged.": "Detection could not be completed. Only measured usage is charged.",
-    "Confirm paid detection": "Confirm paid detection",
-    "One channel, {{calls}} requests, group ratio {{ratio}}x.": "One channel, {{calls}} requests, group ratio {{ratio}}x.",
-    "Reserved": "Reserved",
-    "Charged by actual usage. Unused reservation is refunded; classification failures may still incur generation costs.": "Charged by actual usage. Unused reservation is refunded; classification failures may still incur generation costs.",
-    "Confirm and detect": "Confirm and detect",
-    "Normal": "Normal",
-    "Suspected degradation": "Suspected degradation",
-    "Unable to classify": "Unable to classify",
-    "Pelican detection": "Pelican detection",
-    "Last 6 hours": "Last 6 hours",
-    "{{normal}} normal / {{degraded}} suspected / {{unknown}} unknown / {{failed}} failed": "{{normal}} normal / {{degraded}} suspected / {{unknown}} unknown / {{failed}} failed",
-    "Every 30 minutes, one work per Astra channel.": "Every 30 minutes, one work per Astra channel.",
-    "Recent detection results": "Recent detection results",
-    "User detection": "User detection",
-    "Automatic detection": "Automatic detection",
-    "Preview work": "Preview work",
-    "Pelican work preview": "Pelican work preview",
-    "No recent detections": "No recent detections",
-    "Non-Astra fingerprint": "Astra 以外の指紋",
-    "{{downgraded}} downgraded / {{valid}} measured rounds": "{{valid}} 回中 {{downgraded}} 回が性能低下",
-    "The rate uses the closest valid fingerprint: non-Astra results count as downgraded. Rounds without a valid fingerprint are excluded.": "最も近い有効な指紋で集計します。Astra 以外の結果は性能低下として数え、有効な指紋のない回は除外します。",
-    "Automatic detection: 15–60 minutes, adjusted when results change.": "自動検査：結果の変化に応じて15～60分間隔で調整します。",
-    "Current interval: {{minutes}} minutes": "現在の間隔：{{minutes}}分",
-    "Current intervals: {{min}}–{{max}} minutes": "各チャネルの現在の間隔：{{min}}～{{max}}分",
-    "3 probes per channel.": "各チャネルで1回につき3件を抽出します。",
-    "One work per Astra channel.": "各Astraチャネルで1回につき1作品を生成します。",
-    "Eicy relay status": "Eicy relay status",
-    "Service status": "Service status",
-    "Live group status, model fingerprints and recent pelican works.": "Live group status, model fingerprints and recent pelican works.",
-    "Model fingerprint": "Model fingerprint",
-    "Not measured": "Not measured",
-    "Downgrade rate · last 6 hours": "Downgrade rate · last 6 hours",
-    "{{count}} measured rounds": "{{count}} measured rounds",
-    "Detection details": "Detection details",
-    "Recent pelican works": "Recent pelican works",
-    "Pelican sample {{number}}": "Pelican sample {{number}}",
-    "Sample {{number}}": "Sample {{number}}",
-    "No pelican works yet": "No pelican works yet",
-    "Available models": "Available models",
-    "{{normal}} / {{total}} groups operational": "{{normal}} / {{total}} groups operational",
-    "Updated at {{time}} · refreshes every minute": "Updated at {{time}} · refreshes every minute",
-    "No recent data": "No recent data",
-    "Manage display": "Manage display",
-    "Status page": "Status page",
-    "Public alias": "Public alias",
-    "Show publicly": "Show publicly",
-    "Open status page": "Open status page",
-    "Set public aliases and visibility for each group. Hidden groups are excluded from the public status API.": "Set public aliases and visibility for each group. Hidden groups are excluded from the public status API.",
-    "Display settings saved": "Display settings saved",
-    "Reset detection records": "Reset detection records",
-    "Confirm reset": "Confirm reset",
-    "Detection records reset": "Detection records reset",
-    "Reset fingerprint and pelican history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.": "Reset fingerprint and pelican history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.",
-    "Request and detection status by group": "Request and detection status by group",
-    "Availability history": "Availability history",
-    "Last 18 checks": "Last 18 checks",
-    "Refresh in {{seconds}}s": "Refresh in {{seconds}}s",
-    "Refreshing": "Refreshing",
-    "Past": "Past",
-    "Every 15 minutes": "Every 15 minutes",
-    "Updated at {{time}} · refreshes every 15 seconds": "Updated at {{time}} · refreshes every 15 seconds",
-    "View on manxue.ai": "View on manxue.ai",
-    "Meow quick test · 32 probes per channel.": "Meow quick test · 32 probes per channel.",
-    "Valid probes {{count}}": "Valid probes {{count}}",
-    "Meow strong evidence for Astra counts as matched; strong evidence for another model counts as downgraded. Inconclusive rounds are excluded. Pelican quality is assessed separately.": "Meow strong evidence for Astra counts as matched; strong evidence for another model counts as downgraded. Inconclusive rounds are excluded. Pelican quality is assessed separately.",
-    "This sends 32 independent Meow probes per enabled Astra channel. Upstream costs are paid by the platform. Existing tasks will not be duplicated. Please allow at least 5 minutes between rounds.": "This sends 32 independent Meow probes per enabled Astra channel. Upstream costs are paid by the platform. Existing tasks will not be duplicated. Please allow at least 5 minutes between rounds.",
-    "Test benchmark": "Test benchmark",
-    "Meow benchmark · auxiliary": "Meow benchmark · auxiliary",
-    "Meow results are auxiliary and do not affect the fingerprint downgrade rate.": "Meow results are auxiliary and do not affect the fingerprint downgrade rate.",
-    "Recent benchmark results": "Recent benchmark results",
-    "ModelTrace · 3 independent probes per channel.": "ModelTrace · 3 independent probes per channel.",
-    "ModelTrace fingerprint": "ModelTrace fingerprint",
-    "ModelTrace is the primary signal. Three valid probes, at least 80% candidate probability and a 0.5 score gap are required for classification. Other rounds are inconclusive. Probabilities are relative to the candidate bank.": "ModelTrace is the primary signal. Three valid probes, at least 80% candidate probability and a 0.5 score gap are required for classification. Other rounds are inconclusive. Probabilities are relative to the candidate bank.",
-    "Live group status, ModelTrace fingerprints and auxiliary Meow benchmarks.": "Live group status, ModelTrace fingerprints and auxiliary Meow benchmarks.",
-    "Reset fingerprint and benchmark history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.": "Reset fingerprint and benchmark history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.",
-    "Candy test": "Candy test",
-    "Passed": "Passed",
-    "Not passed": "Not passed",
-    "{{normal}} passed / {{degraded}} not passed / {{failed}} failed to run": "{{normal}} passed / {{degraded}} not passed / {{failed}} failed to run",
-    "Candy question · one request per channel. Only an answer of 21 passes.": "Candy question · one request per channel. Only an answer of 21 passes.",
-    "Recent candy test results": "Recent candy test results"
+    "不稳定": "Unstable",
+    "不降智": "No degradation",
+    "伪官Key": "Unofficial key",
+    "官Key": "Official key",
+    "打野": "Shared access"
   }
 }
diff --git a/web/src/i18n/locales/ru.json b/web/src/i18n/locales/ru.json
index b1e13ef..1683cab 100644
--- a/web/src/i18n/locales/ru.json
+++ b/web/src/i18n/locales/ru.json
@@ -1,16 +1,8 @@
 {
   "translation": {
-    "Auto-switch on group degradation": "Автопереключение при деградации группы",
-    "For Astra requests, skip groups whose latest valid fingerprint in the last 6 hours is non-Astra and continue through the group pool. Groups with no valid result remain eligible.": "For Astra requests, skip groups whose latest valid fingerprint in the last 6 hours is non-Astra and continue through the group pool. Groups with no valid result remain eligible.",
     "360": "360",
     "1000": "1000",
     "10000": "10000",
-    "Model verification": "Model verification",
-    "Response delivered": "Response delivered",
-    "Model verification: confirmation_timeout": "Model confirmation timed out",
-    "Model verification: missing_model": "Upstream model missing",
-    "Model verification: confirmation_buffer_limit": "Model confirmation data exceeded limit",
-    "Model verification: model_mismatch": "Response model mismatch",
     "_copy": "_копировать",
     "，": ", ",
     ", and": ", и",
@@ -47,6 +39,7 @@
     "{{count}} announcements will be removed from the list.": "{{count}} объявлений будут удалены из списка.",
     "{{count}} API shortcuts will be removed from the list.": "{{count}} ярлыков API будут удалены из списка.",
     "{{count}} available channels": "Доступных каналов: {{count}}",
+    "{{count}} call samples": "{{count}} вызовов",
     "{{count}} channel(s) deleted": "Удалено {{count}} каналов",
     "{{count}} channel(s) disabled": "Отключено {{count}} каналов",
     "{{count}} channel(s) enabled": "Включено {{count}} каналов",
@@ -61,20 +54,23 @@
     "{{count}} FAQ entries will be removed from the list.": "{{count}} записей FAQ будут удалены из списка.",
     "{{count}} hours ago": "{{count}} часов назад",
     "{{count}} incidents": "{{count}} инцидентов",
-    "2xx, 504 and 524 are always excluded.": "2xx, 504 и 524 всегда исключены.",
     "{{count}} incidents in the last 24 hours": "{{count}} инцидентов за последние 24 часа",
     "{{count}} incidents in the last 30 days": "{{count}} инцидентов за последние 30 дней",
     "{{count}} IP(s)": "{{count}} IP",
+    "{{count}} linked model records": "Связанных записей моделей: {{count}}",
+    "{{count}} log entries removed.": "Удалено {{count}} записей журнала.",
+    "{{count}} measured rounds": "{{count}} measured rounds",
+    "{{count}} minutes ago": "{{count}} минут назад",
     "{{count}} model mapping(s)": "Сопоставлений моделей: {{count}}",
     "{{count}} model(s) redirected": "Перенаправлено моделей: {{count}}",
     "{{count}} model(s) skipped because another model derives the same request name": "Пропущено моделей с совпадающим именем запроса: {{count}}",
     "{{count}} model(s) unchanged by the rule were skipped": "Пропущено моделей без изменений по правилу: {{count}}",
-    "{{count}} linked model records": "Связанных записей моделей: {{count}}",
-    "{{count}} log entries removed.": "Удалено {{count}} записей журнала.",
-    "{{count}} minutes ago": "{{count}} минут назад",
     "{{count}} models": "моделей: {{count}}",
     "{{count}} months ago": "{{count}} месяцев назад",
+    "{{count}} outside this view": "{{count}} вне текущего представления",
     "{{count}} override": "{{count}} переопределений",
+    "{{count}} permissions": "Разрешений: {{count}}",
+    "{{count}} permissions are no longer available": "Больше недоступно разрешений: {{count}}",
     "{{count}} providers": "Провайдеров: {{count}}",
     "{{count}} records selected. Bulk actions are available.": "Выбрано записей: {{count}}. Доступны групповые действия.",
     "{{count}} selected": "Выбрано: {{count}}",
@@ -89,6 +85,7 @@
     "{{currency}} / {{unit}} tokens": "{{currency}} / {{unit}} токенов",
     "{{currency}} price per 1M input tokens.": "Цена в {{currency}} за 1 млн входных токенов.",
     "{{currency}} price per 1M tokens.": "Цена в {{currency}} за 1 млн токенов.",
+    "{{downgraded}} downgraded / {{valid}} measured rounds": "{{downgraded}} снижений / {{valid}} проверок",
     "{{field}} updated to {{value}}": "{{field}} обновлено на {{value}}",
     "{{field}} updated to {{value}} for tag: {{tag}}": "{{field}} обновлено на {{value}} для тега: {{tag}}",
     "{{first}} and {{second}}": "{{first}} и {{second}}",
@@ -99,13 +96,26 @@
     "{{modality}} not supported": "{{modality}} не поддерживается",
     "{{modality}} supported": "{{modality}} поддерживается",
     "{{n}} model(s) selected": "Выбрано моделей: {{n}}",
+    "{{name}} called {{count}} times, cost {{quota}}": "{{name}}: вызовов {{count}}, стоимость {{quota}}",
+    "{{normal}} / {{total}} groups operational": "{{normal}} / {{total}} groups operational",
+    "{{normal}} normal / {{degraded}} suspected / {{unknown}} unknown / {{failed}} failed": "{{normal}} normal / {{degraded}} suspected / {{unknown}} unknown / {{failed}} failed",
+    "{{normal}} passed / {{degraded}} not passed / {{failed}} failed to run": "{{normal}} passed / {{degraded}} not passed / {{failed}} failed to run",
+    "{{normal}} passed / {{degraded}} not passed / {{incomplete}} capability incomplete / {{failed}} failed to run": "Успешно: {{normal}} / Не пройдено: {{degraded}} / Неполная функциональность: {{incomplete}} / Ошибки выполнения: {{failed}}",
     "{{operation}} (ID: {{id}})": "{{operation}} (ID: {{id}})",
+    "{{percent}}% OFF": "Скидка {{percent}}%",
     "{{processed}} of {{total}} log entries processed.": "Обработано {{processed}} из {{total}} записей журнала.",
     "{{protocol}} auth name": "Имя аутентификации {{protocol}}",
     "{{protocol}} auth value": "Значение аутентификации {{protocol}}",
     "{{protocol}} authentication": "Аутентификация {{protocol}}",
+    "{{provider}} login and registration has not been enabled by administrator": "Администратор не включил вход и регистрацию через {{provider}}",
+    "{{provider}} returned empty user info, please check settings": "{{provider}} вернул пустые данные пользователя, проверьте настройки",
+    "{{provider}} top-up succeeded, amount added: {{quota}}, payment amount: {{amount}}": "Пополнение через {{provider}} выполнено, зачислено: {{quota}}, сумма оплаты: {{amount}}",
+    "{{selected}} of {{total}} changed fields selected": "Выбрано изменённых полей: {{selected}} из {{total}}",
     "{{start}}–{{end}}": "{{start}}–{{end}}",
+    "{{success}} / {{checks}} checks succeeded": "{{success}} / {{checks}} checks succeeded",
     "{{success}} succeeded, {{failed}} failed": "{{success}} успешно, {{failed}} с ошибкой",
+    "{{suspect}} suspected / {{valid}} conclusive rounds": "{{suspect}} suspected / {{valid}} conclusive rounds",
+    "{{suspect}} suspected / {{valid}} measured rounds": "{{suspect}} suspected / {{valid}} measured rounds",
     "{{target}} test failed": "Тест {{target}} не выполнен",
     "{{target}} test succeeded": "Тест {{target}} успешно выполнен",
     "{{total}} models · {{syncable}} syncable · {{skipped}} skipped this time": "Моделей: {{total}} · доступно: {{syncable}} · пропускается: {{skipped}}",
@@ -115,13 +125,14 @@
     "{{value}}s": "{{value}} с",
     "@lobehub/icons key": "Ключ @lobehub/icons",
     "@lobehub/icons key name": "Имя ключа @lobehub/icons",
+    "/api/token/routing-preview": "/api/token/routing-preview",
     "/status/": "/status/",
     "/your/endpoint": "/your/endpoint",
     "#1 App": "#1 Приложение",
     "#1 by usage": "№1 по использованию",
     "#1 Model": "#1 Модель",
     "% off": "скидка",
-    "`, and `-nothinking` suffixes while routing to the correct Gemini variant.": "суффиксы `, и `-nothinking` при маршрутизации к правильному варианту Gemini.",
+    "`, `-nothinking`, and effort suffixes such as `-high` while routing to the correct Gemini variant. When off, model names are sent upstream unchanged.": "суффиксы `, `-nothinking` и суффиксы усилия, такие как `-high`, при маршрутизации к правильному варианту Gemini. При отключении имена моделей отправляются вверх по потоку без изменений.",
     "© 2025 Your Company. All rights reserved.": "© 2025 Ваша Компания. Все права защищены.",
     "+{{count}} more": "ещё {{count}}",
     "| Based on": "| На основе",
@@ -137,21 +148,31 @@
     "1 Month": "1 мес.",
     "1 month ago": "1 месяц назад",
     "1 week ago": "1 неделю назад",
+    "1 year": "1 год",
     "1 year ago": "1 год назад",
     "1. Create an application in your Gotify server": "1. Создайте приложение на вашем сервере Gotify",
+    "1. Select models users call": "1. Выберите модели для пользователей",
+    "1. Select upstream models": "1. Выберите модели провайдера",
     "10 / page": "10 / страница",
     "100 / page": "100 / страница",
     "14 Days": "14 дней",
+    "180 days": "180 дней",
     "192.168.1.1&#10;10.0.0.0/8": "192.168.1.1&#10;10.0.0.0/8",
     "1M": "1М",
     "1M token": "1M token",
     "1W": "1Н",
     "2. Copy the application token": "2. Скопируйте токен приложения",
+    "2. Set names users call": "2. Задайте имена для пользователей",
+    "2. Set upstream model names": "2. Задайте имена для провайдера",
     "20 / page": "20 / страница",
     "24 Hours": "24 часа",
     "24 hours ago": "24 часа назад",
     "29 Days": "29 дней",
+    "2xx, 504 and 524 are always excluded.": "2xx, 504 и 524 всегда исключены.",
+    "3 probes per channel.": "3 запроса на канал за проверку.",
     "3. Enter your Gotify server URL and token above": "3. Введите URL вашего сервера Gotify и токен выше",
+    "3. Review mappings": "3. Проверьте сопоставления",
+    "30 days": "30 дней",
     "30 Days": "30 дней",
     "30 days ago": "30 дней назад",
     "30d change": "Изменение за 30 дней",
@@ -161,36 +182,25 @@
     "7 Days": "7 дней",
     "7 days ago": "7 дней назад",
     "80,443,8080": "80,443,8080",
+    "90 days": "90 дней",
     "A billing multiplier. Lower ratios mean lower API call costs.": "Множитель тарификации. Чем ниже коэффициент, тем ниже стоимость вызовов API.",
+    "A channel test task is already running or queued. Cannot start this manual task": "Задача тестирования каналов уже выполняется или ожидает в очереди. Невозможно запустить эту ручную задачу",
+    "a dashboard login session is required": "требуется сеанс входа в панель управления",
     "A focused home for keys, balance, routing, and service health.": "Единый экран для ключей, баланса, маршрутов и состояния сервиса.",
     "A matching hash confirms the published file, not the safety of its code.": "Совпадение хеша подтверждает соответствие опубликованному файлу, но не безопасность кода.",
+    "A model update task is already running or queued. Cannot start this manual task": "Задача обновления моделей уже выполняется или ожидает в очереди. Невозможно запустить эту ручную задачу",
     "A Passkey created for www.example.com cannot be used on example.com. Keep the old website available so users can still verify there.": "Ключ доступа, созданный для www.example.com, не работает на example.com. Сохраните доступ к прежнему сайту, чтобы пользователи могли проходить проверку на нём.",
+    "A repair task is already running. Please try again later": "Задача восстановления уже выполняется. Попробуйте позже",
     "A security operation is already in progress.": "Операция безопасности уже выполняется.",
     "A selected model no longer exists. Reload the model list.": "Выбранная модель больше не существует. Обновите список моделей.",
+    "A token can select at most {{max}} Auto groups": "Токен может выбрать не более {{max}} групп Auto",
+    "A token that never expires stays valid until you revoke it. Set an expiration date when possible.": "Бессрочный токен действует, пока вы его не отзовёте. По возможности задайте срок действия.",
     "A vendor with this name already exists.": "Поставщик с таким именем уже существует.",
     "About": "О проекте",
-    "Group Status": "Group Status",
-    "Probe history": "Probe history",
-    "Endpoint probe": "Endpoint probe",
-    "Endpoint status": "Endpoint status",
-    "Auto-disabled": "Auto-disabled",
-    "Availability (24h)": "Availability (24h)",
-    "Monitoring status": "Monitoring status",
-    "Request cache hit rate": "Request cache hit rate",
-    "Token cache hit rate": "Token cache hit rate",
-    "Cache statistics: last 24 hours": "Cache statistics: last 24 hours",
-    "Every {{minutes}} minutes": "Every {{minutes}} minutes",
-    "No group monitors": "No group monitors",
-    "Status data is temporarily unavailable": "Status data is temporarily unavailable",
-    "Some services are unavailable": "Some services are unavailable",
-    "Some services are degraded": "Some services are degraded",
-    "History": "History",
-    "Now": "Now",
-    "Operational": "Operational",
-    "Degraded": "Degraded",
     "About {{days}} days left": "Примерно {{days}} дней",
     "About pricing currency": "О валюте цен",
     "Accept Unpriced Models": "Принимать модели без цены",
+    "Accept upstream certificates that fail validation, such as self-signed ones. Only enable for trusted internal upstreams.": "Принимать сертификаты upstream-сервера, не прошедшие проверку, например самоподписанные. Включайте только для доверенных внутренних upstream-серверов.",
     "Accepts a JSON array of model identifiers that support the Imagine API.": "Принимает JSON-массив идентификаторов моделей, поддерживающих Imagine API.",
     "Accepts comma-separated status codes and inclusive ranges.": "Принимает коды статуса, разделенные запятыми, и включающие диапазоны.",
     "Access a vast selection of models via a standard, unified API protocol. Power AI applications, manage digital assets, and connect the Future.": "Получите доступ к огромному выбору моделей через стандартный, единый протокол API. Развивайте приложения ИИ, управляйте цифровыми активами и соединяйте будущее.",
@@ -210,8 +220,13 @@
     "Access previous conversations and start new ones.": "Доступ к предыдущим разговорам и начало новых.",
     "Access records": "История доступа",
     "Access Token": "Токен доступа",
+    "Access token expired": "Срок действия токена доступа истёк",
+    "Access token expiry must be at least one hour from now.": "Срок действия токена доступа должен истекать не раньше чем через час.",
+    "Access token name must be 1 to 64 characters.": "Имя токена доступа должно содержать от 1 до 64 символов.",
+    "access token not found": "Токен доступа не найден",
     "Access token revoked": "Токен доступа отозван",
-    "Access tokens are shown only once": "Токены доступа отображаются только один раз",
+    "Access tokens": "Токены доступа",
+    "Access tokens cannot use this feature": "Эта функция недоступна для токенов доступа",
     "Access Zhipu models through the legacy API": "Доступ к моделям Zhipu через прежний API",
     "Access Zhipu models through the V4 API": "Доступ к моделям Zhipu через API V4",
     "AccessKey / SecretAccessKey": "AccessKey / SecretAccessKey",
@@ -234,10 +249,13 @@
     "acknowledge the related legal risks": "признаю связанные правовые риски",
     "Across all groups": "По всем группам",
     "Action": "Действие",
+    "Action {{action}}": "Действие {{action}}",
     "Action confirmation": "Подтверждение действия",
     "Actions": "Операции",
     "Actions for {{name}}": "Действия для {{name}}",
     "Activate / Roll back": "Активировать / Откатить",
+    "Activate now": "Активировать сейчас",
+    "Activating...": "Активация...",
     "active": "активный",
     "Active": "Активна",
     "Active apps": "Активные приложения",
@@ -252,9 +270,10 @@
     "Actual Amount": "Фактическая сумма",
     "Actual Model": "Фактическая модель",
     "Actual Model:": "Фактическая модель:",
-    "Adapt `-thinking` suffix requests to Anthropic native thinking behavior while keeping billing predictable.": "Адаптировать запросы с суффиксом `-thinking` к собственному режиму размышления Anthropic, сохраняя предсказуемость биллинга.",
+    "Adapt `-thinking`, `-nothinking`, and effort suffixes such as `-high` to Anthropic native thinking behavior while keeping billing predictable. When off, model names are sent upstream unchanged.": "Адаптировать запросы с суффиксами `-thinking`, `-nothinking` и суффиксами усилия, такими как `-high`, к собственному режиму размышления Anthropic, сохраняя предсказуемость биллинга. При отключении имена моделей отправляются вверх по потоку без изменений.",
     "Add": "Добавить",
     "Add \"{{value}}\"": "Добавить \"{{value}}\"",
+    "Add {{added}} models and remove {{removed}} models": "Добавить моделей: {{added}}, удалить: {{removed}}",
     "Add {{count}} mapping(s)": "Добавить сопоставлений: {{count}}",
     "Add {{title}}": "Добавить {{title}}",
     "Add a group identifier to the auto assignment list.": "Добавить идентификатор группы в список автоматического назначения.",
@@ -290,6 +309,7 @@
     "Add Group": "Добавить группу",
     "Add group rate limit": "Добавить ограничение скорости группы",
     "Add group rules": "Добавить правила группы",
+    "Add groups in the order they should be tried.": "Добавьте группы в порядке их использования.",
     "Add management route": "Добавить служебный маршрут",
     "Add Mapping": "Добавить сопоставление",
     "Add metadata": "Дополнить",
@@ -300,6 +320,7 @@
     "Add model": "Добавить модель",
     "Add Model": "Добавить модель",
     "Add model pricing": "Добавить тариф модели",
+    "Add model rule": "Add model rule",
     "Add Models": "Добавить модели",
     "Add new amount": "Добавить новую сумму",
     "Add new redemption code(s) by providing necessary info.": "Добавьте новый(-ые) код(-ы) активации, предоставив необходимую информацию.",
@@ -316,6 +337,7 @@
     "Add route": "Добавить маршрут",
     "Add routes individually or replace them from a template.": "Добавляйте маршруты по отдельности или замените их шаблоном.",
     "Add Row": "Добавить строку",
+    "Add rule": "Добавить правило",
     "Add Rule": "Добавить правило",
     "Add rule group": "Добавить группу правил",
     "Add rules for a user group": "Добавить правила для группы пользователей",
@@ -324,6 +346,7 @@
     "Add split": "Добавить ветку",
     "Add subscription": "Добавить подписку",
     "Add suffix": "Добавить суффикс",
+    "Add tag": "Add tag",
     "Add tags...": "Добавить теги...",
     "Add template": "Добавить шаблон",
     "Add tier": "Добавить уровень",
@@ -338,6 +361,7 @@
     "Added": "Добавлено",
     "Added {{count}} model(s)": "Добавлено {{count}} моделей",
     "Added {{count}} models from \"{{name}}\"": "Добавлено {{count}} моделей из «{{name}}»",
+    "Added models": "Добавленные модели",
     "Added once per request. Set to 0 for usage-only billing.": "Добавляется один раз за запрос. Укажите 0 для оплаты только за использование.",
     "Added successfully": "Успешно добавлено",
     "Added to the usage cost. Set to 0 for no additional charge.": "Сумма сверх стоимости использования. Укажите 0, если доплата не нужна.",
@@ -356,6 +380,7 @@
     "Adjust response formatting, prompt behavior, proxy, and upstream automation.": "Настройте форматирование ответов, поведение промпта, прокси и автоматизацию upstream.",
     "Adjust the appearance and layout to suit your preferences.": "Настройте внешний вид и макет в соответствии с вашими предпочтениями.",
     "Adjust user quota": "Изменить квоту пользователя",
+    "Adjusted by the channel adaptor": "Скорректировано адаптером канала",
     "Adjustment mode": "Способ изменения",
     "Admin": "Администратор",
     "Admin access required": "Требуется доступ администратора",
@@ -364,8 +389,12 @@
     "Admin notes (only visible to admins)": "Заметки администратора (видны только администраторам)",
     "Admin Only": "Только для администраторов",
     "Admin Permissions": "Права администратора",
+    "Admin permissions updated": "Права администратора обновлены",
     "Administer user accounts and roles.": "Управление учетными записями пользователей и ролями.",
+    "Administration": "Администрирование",
     "Administrator account": "Учетная запись администратора",
+    "Administrator completed the order, amount added: {{quota}}, payment amount: {{amount}}": "Администратор завершил заказ, зачислено: {{quota}}, сумма оплаты: {{amount}}",
+    "Administrator reset the quota of subscription plan {{plan_title}} (ID: {{plan_id}})": "Администратор сбросил квоту тарифа подписки {{plan_title}} (ID: {{plan_id}})",
     "Administrator username": "Имя пользователя администратора",
     "Advance next reset time": "Перенести следующее время сброса",
     "Advanced": "Расширенные",
@@ -381,7 +410,10 @@
     "Advanced text editing": "Расширенное редактирование текста",
     "Aesthetic style": "Стиль",
     "Affected windows:": "Затронутые окна:",
+    "Affinity cache hit": "Affinity cache hit",
     "Affinity cache settings": "Настройки кеша привязки",
+    "Affinity candidate unavailable": "Affinity candidate unavailable",
+    "Affinity correlation": "Affinity correlation",
     "After clicking the button, you'll be asked to authorize the bot": "После нажатия кнопки вам будет предложено авторизовать бота",
     "After conversion": "После преобразования",
     "After conversion, expression reservation and rounding rules apply. Effective unit prices are preserved; individual rounded charges may differ.": "После преобразования действуют правила резервирования и округления выражений. Текущие цены за единицу сохраняются, но округлённые суммы отдельных списаний могут отличаться.",
@@ -458,6 +490,8 @@
     "Allow metadata sync": "Разрешить синхронизацию метаданных",
     "Allow new users to register": "Разрешить регистрацию новым пользователям",
     "Allow Private IPs": "Разрешить частные IP-адреса",
+    "Allow querying user quota": "Разрешить просмотр квоты пользователя",
+    "Allow recently degraded groups": "Allow recently degraded groups",
     "Allow registration with password": "Разрешить регистрацию по паролю",
     "Allow requests to private IP ranges (10.0.0.0/8, 172.16.0.0/12, 192.168.0.0/16)": "Разрешить запросы к частным диапазонам IP-адресов (10.0.0.0/8, 172.16.0.0/12, 192.168.0.0/16)",
     "Allow Retry": "Разрешить повтор",
@@ -469,6 +503,7 @@
     "Allow upstream callbacks": "Разрешить обратные вызовы upstream",
     "Allow users to check in daily for random quota rewards": "Разрешить пользователям регистрироваться ежедневно для получения случайных квотных наград",
     "Allow users to enter promo codes": "Разрешить пользователям вводить промокоды",
+    "Allow users to export logs": "Разрешить пользователям экспорт журналов",
     "Allow users to log in with password": "Разрешить пользователям входить по паролю",
     "Allow users to register and sign in with Passkey (WebAuthn)": "Разрешить пользователям регистрироваться и входить с помощью Passkey (WebAuthn)",
     "Allow users to sign in with Discord": "Разрешить пользователям входить через Discord",
@@ -486,6 +521,7 @@
     "Allowed Passkey websites": "Сайты, разрешённые для Passkey",
     "Allowed Ports": "Разрешенные порты",
     "Allows selected fields to be overwritten after a sync preview. No automatic synchronization.": "Разрешает перезапись выбранных полей после просмотра. Автоматическая синхронизация не выполняется.",
+    "Already checked in today": "Вы уже отметились сегодня",
     "Already have an account?": "Уже есть аккаунт?",
     "Also remove custom pricing": "Также удалить пользовательские цены",
     "Also remove from all channels": "Также удалить из всех каналов",
@@ -508,6 +544,13 @@
     "An unknown error occurred": "Произошла неизвестная ошибка",
     "Analyze data": "Анализировать данные",
     "and": "и",
+    "Announcement #{{index}} content cannot exceed 500 characters": "Содержимое объявления № {{index}} не может превышать 500 символов",
+    "Announcement #{{index}} has an invalid publish date format": "У объявления № {{index}} неверный формат даты публикации",
+    "Announcement #{{index}} has an invalid type value": "У объявления № {{index}} недопустимое значение типа",
+    "Announcement #{{index}} is missing the content field": "В объявлении № {{index}} отсутствует поле содержимого",
+    "Announcement #{{index}} is missing the publish date field": "В объявлении № {{index}} отсутствует поле даты публикации",
+    "Announcement #{{index}} note cannot exceed 100 characters": "Примечание к объявлению № {{index}} не может превышать 100 символов",
+    "Announcement #{{index}} publish date cannot be empty": "Дата публикации объявления № {{index}} не может быть пустой",
     "Announcement added. Click \"Save Settings\" to apply.": "Объявление добавлено. Нажмите \"Сохранить настройки\", чтобы применить.",
     "Announcement content": "Содержимое объявления",
     "Announcement deleted. Click \"Save Settings\" to apply.": "Объявление удалено. Нажмите \"Сохранить настройки\", чтобы применить.",
@@ -515,11 +558,14 @@
     "Announcement displayed to users (supports Markdown & HTML)": "Объявление, отображаемое пользователям (поддерживает Markdown и HTML)",
     "Announcement updated. Click \"Save Settings\" to apply.": "Объявление обновлено. Нажмите \"Сохранить настройки\", чтобы применить.",
     "Announcements": "Объявления",
+    "Announcements cannot exceed 100 entries": "Объявлений не может быть больше 100",
     "Announcements saved successfully": "Объявления успешно сохранены",
+    "Another log export is running. Try again after it finishes.": "Уже выполняется другой экспорт журналов. Повторите попытку после его завершения.",
     "Answer": "Ответ",
     "Answers for common access and billing questions": "Ответы на частые вопросы о доступе и оплате",
     "Anthropic": "Anthropic",
     "Anthropic Messages to OpenAI Chat": "Anthropic Messages в OpenAI Chat",
+    "Anthropic Messages to OpenAI Responses": "Anthropic Messages в OpenAI Responses",
     "Any condition": "Любое условие",
     "Any Match (OR)": "Любое совпадение (OR)",
     "Anyone can publish an index. A plugin installed from a third-party source has the same access as one you upload by hand: review its source before installing.": "Публиковать индекс может кто угодно. Плагин, установленный из стороннего источника, получает те же права, что и загруженный вручную: изучите его код перед установкой.",
@@ -532,7 +578,19 @@
     "API Base URL *": "Базовый URL API *",
     "API Endpoints": "Конечные точки API",
     "API Info": "Информация об API",
+    "API info #{{index}} contains disallowed content": "Информация об API № {{index}} содержит недопустимое содержимое",
+    "API info #{{index}} description cannot exceed 200 characters": "Описание в информации об API № {{index}} не может превышать 200 символов",
+    "API info #{{index}} has a URL that cannot be parsed: {{error}}": "Информация об API № {{index}}: не удаётся разобрать URL: {{error}}",
+    "API info #{{index}} has an invalid color value": "В информации об API № {{index}} недопустимое значение цвета",
+    "API info #{{index}} has an invalid URL format": "Информация об API № {{index}}: неверный формат URL",
+    "API info #{{index}} is missing the color field": "В информации об API № {{index}} отсутствует поле цвета",
+    "API info #{{index}} is missing the description field": "В информации об API № {{index}} отсутствует поле описания",
+    "API info #{{index}} is missing the route description field": "В информации об API № {{index}} отсутствует поле описания маршрута",
+    "API info #{{index}} is missing the URL field": "В информации об API № {{index}} отсутствует поле URL",
+    "API info #{{index}} route description cannot exceed 100 characters": "Описание маршрута в информации об API № {{index}} не может превышать 100 символов",
+    "API info #{{index}} URL cannot exceed 500 characters": "URL в информации об API № {{index}} не может превышать 500 символов",
     "API info added. Click \"Save Settings\" to apply.": "Информация API добавлена. Нажмите «Сохранить настройки», чтобы применить.",
+    "API info cannot exceed 50 entries": "Информация об API не может содержать более 50 записей",
     "API info deleted. Click \"Save Settings\" to apply.": "Информация API удалена. Нажмите «Сохранить настройки», чтобы применить.",
     "API info saved successfully": "Информация API успешно сохранена",
     "API info updated. Click \"Save Settings\" to apply.": "Информация API обновлена. Нажмите «Сохранить настройки», чтобы применить.",
@@ -553,6 +611,7 @@
     "API Key mode: use APIKey|Region": "Режим API Key: use APIKey|Region",
     "API Key Quota": "Квота API-ключа",
     "API Key updated successfully": "API ключ успешно обновлен",
+    "API keys": "Ключи API",
     "API Keys": "Ключи API",
     "API Private Key": "Секретный ключ API",
     "API Requests": "Запросы API",
@@ -599,6 +658,7 @@
     "Apply Overwrite": "Применить перезапись",
     "Apply plan": "Применить схему",
     "Apply reset": "Выполнить сброс",
+    "Apply selected changes": "Применить выбранные изменения",
     "Apply Sync": "Применить синхронизацию",
     "Apply to all rows": "Применить ко всем строкам",
     "Apply to draft": "Применить к черновику",
@@ -633,10 +693,18 @@
     "Array of chat client presets. Each item is an object with one key-value pair: client name and its URL.": "Массив предустановок чат-клиентов. Каждый элемент представляет собой объект с одной парой ключ-значение: имя клиента и его URL.",
     "Artifacts": "Артефакты",
     "Asc": "По возрастанию",
+    "Ascending": "По возрастанию",
     "Ask anything": "Спросите что угодно",
     "Assign models from the model list to see them here.": "Назначьте поставщика в списке моделей, чтобы они появились здесь.",
     "Assigned by administrator only": "Назначается только администратором",
     "Assigned by administrators and used to represent a user level, such as default or vip.": "Назначается администраторами и обозначает уровень пользователя, например default или vip.",
+    "Astra · {{hours}}h": "Astra · {{hours}}h",
+    "Astra auto-switch and charges": "Astra auto-switch and charges",
+    "Astra auto-switch is now controlled by each API key. This legacy channel setting no longer affects requests.": "Astra auto-switch is now controlled by each API key. This legacy channel setting no longer affects requests.",
+    "Astra fingerprint sampling": "Astra fingerprint sampling",
+    "Astra model detection": "Astra model detection",
+    "Astra preferred group": "Приоритетная группа Astra",
+    "Astra sampling is disabled": "Astra sampling is disabled",
     "Async": "Асинхронный",
     "Async task polling": "Опрос асинхронных задач",
     "Async Task Public Address": "Публичный адрес асинхронных задач",
@@ -645,6 +713,8 @@
     "At least one valid key source is required": "Требуется хотя бы один действительный источник ключа",
     "Attach": "Прикрепить",
     "Attempt": "Попытка",
+    "Attempt history unavailable": "Attempt history unavailable",
+    "Attempt status": "Attempt status",
     "Audio": "Аудио",
     "Audio and Realtime pricing must be converted manually.": "Тарифы аудио и Realtime необходимо преобразовать вручную.",
     "Audio and text-only requests keep their respective pricing.": "Для аудио и текстовых запросов сохраняются соответствующие правила расчёта.",
@@ -653,6 +723,7 @@
     "Audio In": "Аудиовход",
     "Audio input": "Аудиовход",
     "Audio Input": "Аудио вход",
+    "Audio input cost {{quota}}": "Стоимость аудиовхода {{quota}}",
     "Audio input price": "Цена аудиовхода",
     "Audio Input Price": "Цена аудиовхода",
     "Audio Out": "Аудиовыход",
@@ -697,6 +768,8 @@
     "Auto Ban": "Автоматическая блокировка",
     "Auto detect (default)": "Автоматическое определение (по умолчанию)",
     "Auto Disabled": "Автоматически отключено",
+    "Auto group {{group}} is duplicated": "Группа Auto {{group}} повторяется",
+    "Auto group {{group}} is unavailable or unauthorized": "Группа Auto {{group}} недоступна или нет прав доступа",
     "Auto group behavior": "Поведение группы auto",
     "Auto Group Chain": "Автоматическая цепочка групп",
     "Auto group order": "Порядок групп Auto",
@@ -712,13 +785,25 @@
     "Auto-disable status codes": "Коды автоотключения",
     "Auto-disable-enabled channels only": "Только каналы с автовыключением",
     "Auto-disable-enabled mode probes non-manually-disabled channels with auto-disable enabled.": "В этом режиме проверяются только каналы с включённым автоматическим отключением, которые не были отключены вручную.",
+    "Auto-disabled": "Auto-disabled",
     "Auto-discover": "Автообнаружение",
     "Auto-discovers endpoints from the provider": "Автоматически обнаруживает конечные точки от провайдера",
     "Auto-fill when one field exists and another is missing": "Автозаполнение, когда одно поле есть, а другое отсутствует",
     "Auto-refreshing every {{seconds}}s": "Автообновление каждые {{seconds}} с",
     "Auto-retry status codes": "Коды авто-повтора",
+    "Auto-switch on Astra model mismatch": "Auto-switch on Astra model mismatch",
+    "Auto-switch on group degradation": "Автопереключение при деградации группы",
+    "Automatic detection": "Automatic detection",
+    "Automatic detection: 15–60 minutes, adjusted when results change.": "Автоматическая проверка: каждые 15–60 минут в зависимости от изменений результата.",
     "Automatic from system website address": "Автоматически из адреса сайта системы",
+    "Automatic group settings": "Automatic group settings",
+    "Automatic grouping": "Automatic grouping",
+    "Automatic sampling paused": "Automatic sampling paused",
     "Automatic selection": "Автовыбор",
+    "Automatic tag uses the latest valid Astra fingerprint or pelican result within 6 hours. Hiding it does not change routing or detection.": "Automatic tag uses the latest valid Astra fingerprint or pelican result within 6 hours. Hiding it does not change routing or detection.",
+    "Automatic tag uses the latest valid Astra fingerprint or vision result within 6 hours. Hiding it does not change routing or detection.": "Automatic tag uses the latest valid Astra fingerprint or vision result within 6 hours. Hiding it does not change routing or detection.",
+    "Automatic test every 45 minutes.": "Automatic test every 45 minutes.",
+    "Automatically choose from all groups you can access that support the requested model.": "Automatically choose from all groups you can access that support the requested model.",
     "Automatically disable channel on repeated failures": "Автоматически отключать канал при повторных неудачах",
     "Automatically disable channels exceeding this response time": "Автоматически отключать каналы, превышающие это время ответа",
     "Automatically disable channels when tests fail": "Автоматически отключать каналы при сбое тестов",
@@ -726,16 +811,22 @@
     "Automatically replaces upstream callback URLs with the server address.": "Автоматически заменяет URL обратных вызовов upstream на адрес сервера.",
     "Automatically selects the best available group with circuit breaker mechanism": "Автоматически выбирает лучшую доступную группу с механизмом circuit breaker",
     "Automatically sync model list when upstream changes are detected": "Автоматически синхронизировать список моделей при обнаружении изменений у провайдера",
+    "Availability · {{hours}}h": "Availability · {{hours}}h",
+    "Availability (24h)": "Availability (24h)",
     "Availability (last 24h)": "Доступность (последние 24 ч)",
+    "Availability check · every {{minutes}} minutes": "Availability check · every {{minutes}} minutes",
+    "Availability history": "Availability history",
     "Available": "Доступно",
     "Available Balance": "Доступный баланс",
     "Available channels: {{count}}": "Доступно: {{count}}",
     "Available credits are ordered by soonest expiration.": "Доступные сбросы отсортированы по ближайшему истечению.",
     "Available disk space": "Доступное дисковое пространство",
+    "Available models": "Available models",
     "Available Models": "Доступные модели",
     "Available reset credits": "Доступные сбросы лимита",
     "Available Rewards": "Доступные награды",
     "Available variables: {{provider}}, {{field}}, {{op}}, {{required}}, {{current}}, and paths such as {{current.roles}}.": "Доступные переменные: {{provider}}, {{field}}, {{op}}, {{required}}, {{current}}, а также пути вида {{current.roles}}.",
+    "Average charged / 1M tokens": "Average charged / 1M tokens",
     "Average latency": "Средняя задержка",
     "Average latency, TTFT, and success rate by group": "Средняя задержка, TTFT и доля успешных запросов по группам",
     "Average latency, TTFT, TPS, and success rate": "Средняя задержка, TTFT, TPS и доля успешных запросов",
@@ -746,6 +837,7 @@
     "Average TTFT": "Средний TTFT",
     "Awake engines": "Активные движки",
     "AWS": "AWS",
+    "AWS API": "API AWS",
     "AWS Bedrock Claude Compat": "AWS Bedrock Claude совместимость",
     "AWS Key Format": "Формат ключа AWS",
     "Azure": "Azure",
@@ -767,7 +859,6 @@
     "Backup codes remaining: {{count}}": "Осталось резервных кодов: {{count}}",
     "Backup group": "Резервная группа",
     "Backup groups": "备用分组池",
-    "No backup group": "Без резервной группы",
     "Bad Request": "Неверный запрос",
     "Badge Color": "Цвет значка",
     "Baidu": "Baidu",
@@ -784,10 +875,12 @@
     "Balance updated: {{balance}}": "Баланс обновлён: {{balance}}",
     "Bar Chart": "Столбчатая диаграмма",
     "Bark Push URL": "URL для push-уведомлений Bark",
+    "Bark push URL cannot be empty": "URL push-уведомлений Bark не может быть пустым",
     "Base": "Базовая",
     "Base address provided by your Epay service": "Базовый адрес, предоставленный вашим сервисом Epay",
     "Base amount. Actual deduction = base amount × system group rate.": "Базовая сумма. Фактический вычет = базовая сумма × коэффициент группы.",
     "Base charge": "Базовая плата",
+    "Base group ratios apply until you add an override.": "Без переопределений применяются базовые коэффициенты групп.",
     "Base input and output token prices for this tier.": "Базовые цены входных и выходных токенов для этого уровня.",
     "Base input price only": "Только базовая цена входа",
     "Base Limits": "Базовые лимиты",
@@ -831,6 +924,7 @@
     "Batch updated channel status ({{count}}/{{total}} changed)": "Массовое обновление статусов каналов (изменено: {{count}}/{{total}})",
     "Batch upstream model update": "Пакетное обновление вышестоящих моделей",
     "Batch upstream model updates applied: {{channels}} channels, {{added}} added, {{removed}} removed, {{fails}} failed": "Пакетное обновление моделей: {{channels}} каналов, {{added}} добавлено, {{removed}} удалено, {{fails}} ошибок",
+    "Batch-adding Vertex AI keys requires a JSON array, for example {{example}}. Check the input: {{error}}": "Для пакетного добавления ключей Vertex AI нужен массив JSON, например {{example}}. Проверьте ввод: {{error}}",
     "Before conversion": "До преобразования",
     "Best for single-tenant deployments. Pricing and billing options stay hidden.": "Лучший вариант для однопользовательских развёртываний. Опции ценообразования и биллинга будут скрыты.",
     "Best TTFT": "Лучший TTFT",
@@ -840,18 +934,23 @@
     "Billable token breakdown": "Разбивка оплачиваемых токенов",
     "Billed as default. No cell for this combination, so the base ratio of default applies — the 0.8 of vip plays no part.": "Тарифицируется по default. Ячейки для этой комбинации нет, поэтому применяется базовый коэффициент default — 0,8 группы vip не участвует.",
     "Billed as premium. The highlighted cell matches, so the override 0.3 applies.": "Тарифицируется по premium. Совпадает с выделенной ячейкой, поэтому применяется переопределение 0,3.",
+    "Billed per request": "Тарификация за запрос",
     "Billing": "Биллинг",
     "Billing & Payment": "Биллинг и платежи",
     "Billing currency": "Валюта оплаты",
     "Billing Details": "Детали биллинга",
     "Billing expression": "Выражение тарификации",
+    "Billing expressions must be a JSON object mapping models to expressions: {{error}}": "Выражения тарификации должны быть JSON-объектом, сопоставляющим модели с выражениями: {{error}}",
     "Billing group": "Тарифная группа",
     "Billing group = default (the token has a group, so use it)": "Тарифная группа = default (у токена есть группа, используем её)",
     "Billing group = premium (the token has a group, so use it)": "Тарифная группа = premium (у токена есть группа, используем её)",
     "Billing group = vip (the token has no group, so use the user group)": "Тарифная группа = vip (у токена нет группы, используем группу пользователя)",
+    "Billing group ratio": "Billing group ratio",
     "Billing History": "История биллинга",
+    "Billing management": "Управление оплатой",
     "Billing Mode": "Режим биллинга",
     "Billing parameters": "Параметры тарификации",
+    "Billing parameters: {{params}}": "Параметры тарификации: {{params}}",
     "Billing Path": "Путь тарификации",
     "Billing Process": "Процесс тарификации",
     "Billing rule: each call is billed as the token group (falling back to the user group when the token has none). The base ratio always comes from that billing group, not from the user group. To give a user group a special price on another billing group, add an entry in the override matrix.": "Правило тарификации: каждый вызов тарифицируется по группе токена (если у токена нет группы — по группе пользователя). Базовый коэффициент всегда берётся из этой тарифной группы, а не из группы пользователя. Чтобы задать группе пользователей особую цену для другой тарифной группы, добавьте запись в матрицу переопределений.",
@@ -866,6 +965,7 @@
     "Bind WeChat": "Привязать WeChat",
     "Bind WeChat Account": "Привязка аккаунта WeChat",
     "Binding Information": "Информация о привязке",
+    "Binding successful": "Привязка выполнена",
     "Binding successful!": "Привязка успешна!",
     "Binding Type": "Тип привязки",
     "Binding your {{provider}} account": "Привязка вашего аккаунта {{provider}}",
@@ -880,6 +980,7 @@
     "Blocked keywords": "Заблокированные ключевые слова",
     "Blocks messages when sensitive keywords are detected.": "Блокирует сообщения при обнаружении конфиденциальных ключевых слов.",
     "Body param": "Параметр тела запроса",
+    "Bonus for inviting a user {{quota}}": "Бонус за приглашение пользователя {{quota}}",
     "Boolean": "Логический",
     "Border radius": "Радиус скругления",
     "Bot Name": "Имя бота",
@@ -933,6 +1034,7 @@
     "Cache Read": "Чтение кэша",
     "Cache read price": "Цена чтения кэша",
     "Cache repeated prompt prefixes for cheaper, faster reuse": "Кэшировать повторяющиеся префиксы промптов для дешёвого и быстрого повторного использования",
+    "Cache statistics: last 24 hours": "Cache statistics: last 24 hours",
     "Cache write": "Запись кэша",
     "Cache Write": "Запись в кэш",
     "Cache Write (1h)": "Запись кэша (1h)",
@@ -943,6 +1045,7 @@
     "Cached tokens": "Кэшированные токены",
     "Calculated price: ${{price}} per 1M tokens": "Расчётная цена: ${{price}} за 1М токенов",
     "Calculated ratio: {{ratio}}": "Расчётный коэффициент: {{ratio}}",
+    "Calculating priority...": "Расчёт приоритета…",
     "Calculating...": "Вычисление...",
     "Call 1: the token group is premium": "Вызов 1: группа токена — premium",
     "Call 2: the token group is default": "Вызов 2: группа токена — default",
@@ -955,10 +1058,24 @@
     "Callback Caller IP": "IP вызывающей стороны callback",
     "Callback notification URL": "URL обратного вызова",
     "Callback Payment Method": "Способ оплаты (callback)",
+    "Callback URL configuration error": "Ошибка настройки URL обратного вызова",
     "Callback URL format": "Формат URL обратного вызова",
     "Cancel": "Отмена",
     "Cancelled": "Отменено",
     "Cancelled at": "Отменено",
+    "Candidate channels": "Candidate channels",
+    "Candidate list truncated; at most 100 candidates are stored per attempt.": "Candidate list truncated; at most 100 candidates are stored per attempt.",
+    "Candy question · one request per channel. Only an answer of 21 passes.": "Candy question · one request per channel. Only an answer of 21 passes.",
+    "Candy test": "Candy test",
+    "Cannot create users with permission level equal to or higher than yourself": "Нельзя создать пользователя с уровнем прав, равным вашему или выше",
+    "Cannot delete super administrator account": "Нельзя удалить учётную запись суперадминистратора",
+    "Cannot delete the last key": "Нельзя удалить последний ключ",
+    "Cannot demote super administrator user": "Нельзя понизить суперадминистратора",
+    "Cannot disable super administrator user": "Нельзя отключить суперадминистратора",
+    "Cannot enable {{provider}}. Enter the {{provider}} Client ID and Client Secret first.": "Невозможно включить {{provider}}. Сначала укажите Client ID и Client Secret для {{provider}}.",
+    "Cannot enable the email domain restriction. Enter the allowed email domains first.": "Невозможно включить ограничение по домену почты. Сначала укажите разрешённые домены.",
+    "Cannot enable Turnstile verification. Enter the Turnstile settings first.": "Невозможно включить проверку Turnstile. Сначала заполните настройки Turnstile.",
+    "Cannot enable WeChat login. Enter the WeChat login settings first.": "Невозможно включить вход через WeChat. Сначала заполните настройки входа WeChat.",
     "Capabilities": "Возможности",
     "Caps the response length": "Ограничивает длину ответа",
     "Capture a reusable bundle of models, tags, or endpoints.": "Создайте повторно используемый набор моделей, тегов или конечных точек.",
@@ -980,16 +1097,21 @@
     "Change model vendor": "Изменить поставщика моделей",
     "Change Password": "Изменить пароль",
     "Change provider": "Сменить поставщика",
+    "Change system settings and custom OAuth providers, and sync prices.": "Изменение системных настроек и пользовательских поставщиков OAuth, синхронизация цен.",
     "Change the Passkey domain?": "Изменить домен ключей доступа?",
     "Change To": "Изменить на",
+    "Change upstream model names": "Изменить имена моделей для провайдера",
     "Change vendor": "Изменить поставщика",
+    "Change your display name and personal settings.": "Изменение отображаемого имени и личных настроек.",
     "Changed": "Изменено",
     "Changed / Total": "Изменено / Всего",
+    "Changed access token permissions": "Изменены права токена доступа",
     "Changed Fields": "Изменённые поля",
     "Changed fields: {{fields}}": "Изменённые поля: {{fields}}",
     "Changelog": "История изменений",
     "Changes are written to the settings draft on save.": "Изменения будут записаны в черновик настроек при сохранении.",
     "Changes declared endpoint types and custom paths shown to users.": "Изменяет типы конечных точек и пользовательские пути, отображаемые пользователям.",
+    "Changes save on drop. You can undo the last move.": "Изменения сохраняются при отпускании. Последнее перемещение можно отменить.",
     "Changes visibility in the model catalog. Channels remain configured separately.": "Изменяет видимость в каталоге. Каналы настраиваются отдельно.",
     "Changes visibility in the model square. Channel status and existing API access are unchanged.": "Меняет видимость в каталоге моделей, не затрагивая состояние каналов и существующий доступ к API.",
     "Changes which model names inherit this metadata. Prices are not inherited.": "Изменяет набор имён моделей, наследующих эти метаданные. Цены не наследуются.",
@@ -999,6 +1121,7 @@
     "Channel {{name}} model {{model}}": "Канал {{name}}, модель {{model}}",
     "Channel Affinity": "Привязка к каналу",
     "Channel affinity reuses the last successful channel based on keys extracted from the request context or JSON body.": "Привязка к каналу повторно использует последний успешный канал на основе ключей, извлечённых из контекста запроса или тела JSON.",
+    "Channel affinity settings are not initialized": "Настройки привязки к каналу не инициализированы",
     "Channel Affinity: Upstream Cache Hit": "Привязка к каналу: попадание в кэш upstream",
     "Channel availability and group access are derived from enabled channels. Importing metadata does not create a callable channel.": "Доступность каналов и права групп определяются включёнными каналами. Импорт метаданных не создаёт доступный канал.",
     "Channel configuration": "Настройка канала",
@@ -1007,8 +1130,11 @@
     "Channel created successfully": "Канал успешно создан",
     "Channel deleted successfully": "Канал успешно удалён",
     "Channel disable requested": "Запрошено отключение канала",
+    "Channel disabled": "Channel disabled",
     "Channel disabled successfully": "Канал успешно отключён",
+    "Channel does not exist": "Канал не существует",
     "Channel enabled successfully": "Канал успешно включён",
+    "Channel error": "Ошибка канала",
     "Channel Extra Settings": "Дополнительные настройки канала",
     "Channel health": "Состояние каналов",
     "Channel health checks": "Проверки состояния каналов",
@@ -1020,6 +1146,11 @@
     "Channel Management": "Управление каналами",
     "Channel models": "Модели каналов",
     "Channel name is required": "Имя канала обязательно",
+    "Channel no longer exists": "Channel no longer exists",
+    "Channel notifications": "Уведомления о каналах",
+    "Channel priorities changed. Refresh and try again.": "Приоритеты изменились. Обновите страницу и повторите попытку.",
+    "Channel priorities saved": "Приоритеты каналов сохранены",
+    "Channel priority is outside the sortable range": "Приоритет канала вне допустимого диапазона сортировки",
     "Channel selected": "Канал выбран",
     "Channel selection": "Выбор канала",
     "Channel switching options": "Параметры переключения канала",
@@ -1043,6 +1174,8 @@
     "Channels must also enable Auto Ban before automatic disabling can take effect.": "Для применения правил автоотключение также должно быть включено у самого канала.",
     "Character chat, storytelling, persona": "Диалог с персонажем, сторителлинг, персона",
     "Charge.": "Списание.",
+    "Charged": "Charged",
+    "Charged by actual usage. Unused reservation is refunded; classification failures may still incur generation costs.": "Charged by actual usage. Unused reservation is refunded; classification failures may still incur generation costs.",
     "Chart Preferences": "Настройки графиков",
     "Chart Settings": "Настройки диаграммы",
     "Chat": "Чат",
@@ -1067,14 +1200,19 @@
     "Check resolved IPs against IP filters even when accessing by domain": "Проверять разрешенные IP-адреса по IP-фильтрам даже при доступе по домену",
     "Check the override matrix at row = user group, column = billing group. If that cell is set, use it. Otherwise use the billing group base ratio from the pricing table.": "Проверьте матрицу переопределений: строка = группа пользователя, столбец = тарифная группа. Если ячейка задана — используется она, иначе базовый коэффициент тарифной группы из таблицы.",
     "Check-in failed": "Регистрация не удалась.",
+    "Check-in failed, please try again later": "Не удалось отметиться, попробуйте позже",
+    "Check-in failed: quota update error": "Не удалось отметиться: ошибка обновления квоты",
+    "Check-in feature is not enabled": "Функция отметок не включена",
     "Check-in Rewards": "Награды за отметку",
     "Check-in Settings": "Настройки прибытия",
+    "Check-in successful": "Отметка выполнена",
     "Check-in successful! Received": "Прибытие прошло успешно! Получено",
     "Checked in": "Зарегистрирован",
     "Checking connection": "Проверка подключения",
     "Checking file integrity...": "Проверка целостности файла…",
     "Checking name...": "Проверяю имя...",
     "Checking updates...": "Проверка обновлений...",
+    "Checking upstream models. Channel models will only change after confirmation.": "Проверка моделей провайдера. Модели канала будут изменены только после подтверждения.",
     "checkout.session.completed": "checkout.session.completed",
     "checkout.session.expired": "checkout.session.expired",
     "Checks hourly while you are online, including pre-releases.": "Проверка каждый час при подключении к сети, включая предварительные версии.",
@@ -1082,17 +1220,21 @@
     "Chinese": "Китайский",
     "Choose a complete upstream protocol plan or edit individual route groups.": "Выберите полную схему протокола поставщика или измените группы маршрутов.",
     "Choose a provider or plugin to configure your channel.": "Выберите поставщика или плагин для настройки канала.",
+    "Choose a time at least one hour from now": "Выберите время не раньше чем через час",
+    "Choose a time range of up to {{days}} days. The other filters on this page also apply.": "Выберите период не длиннее {{days}} дн. Остальные фильтры на странице тоже применяются.",
     "Choose a username": "Выберите имя пользователя",
     "Choose a valid IANA timezone.": "Выберите допустимый часовой пояс IANA.",
     "Choose an amount and payment method": "Выберите сумму и способ оплаты",
     "Choose and order the groups this API key will try after its own group.": "选择并排列此 API 密钥在其自身分组之后将依次尝试的分组。",
     "Choose and order the groups this API key will try.": "Выберите и упорядочьте группы, которые будет использовать этот API-ключ.",
     "Choose another file": "Выбрать другой файл",
+    "Choose automatically: low cost, fast response or stability": "Choose automatically: low cost, fast response or stability",
     "Choose between default expanded, compact icon-only, or full layout mode": "Выберите между развернутым по умолчанию, компактным (только иконки) или полным режимом макета",
     "Choose between inset, floating, or standard sidebar layout": "Выберите между встроенным, плавающим или стандартным макетом боковой панели",
     "Choose between left-to-right or right-to-left site direction": "Выберите между направлением сайта слева направо или справа налево",
     "Choose between system preference, light mode, or dark mode": "Выберите между системными настройками, светлым режимом или темным режимом",
     "Choose channels to sync upstream ratio configurations from": "Выберите каналы для синхронизации конфигураций соотношений из вышестоящих источников",
+    "Choose distinct groups and finite, non-negative multipliers.": "Choose distinct groups and finite, non-negative multipliers.",
     "Choose file": "Выбрать файл",
     "Choose Group": "Выбрать группу",
     "Choose how flow widths are calculated.": "Выберите, как рассчитывается ширина потоков.",
@@ -1107,6 +1249,8 @@
     "Choose the domain used when this Passkey was created, then try again.": "Выберите домен, использованный при создании этого ключа доступа, и повторите попытку.",
     "Choose where to fetch upstream metadata.": "Выберите, откуда получать метаданные вышестоящего источника.",
     "Choose which charts are selected by default when opening model analytics.": "Выберите графики, которые будут выбраны по умолчанию при открытии аналитики моделей.",
+    "Ciallo check · passes when the response contains Ciallo.": "Ciallo check · passes when the response contains Ciallo.",
+    "Ciallo test": "Ciallo test",
     "Clamped to": "Ограничено до",
     "Claude": "Клод",
     "Claude CLI Header Passthrough": "Проброс заголовков Claude CLI",
@@ -1130,6 +1274,7 @@
     "Clear cache for this rule": "Очистить кэш этого правила",
     "Clear chat history": "Очистить историю чата",
     "Clear chat history?": "Очистить историю чата?",
+    "Clear field selection": "Снять выделение полей",
     "Clear filters": "Очистить фильтры",
     "Clear Mapping": "Очистить сопоставление",
     "Clear mode flags in prompts": "Очистить флаги режимов в промптах",
@@ -1178,6 +1323,7 @@
     "Close panel": "Закрыть панель",
     "Close the panel to edit here": "Закрыть панель и редактировать здесь",
     "Close Today": "Закрыть сегодня",
+    "Closest fingerprint": "Closest fingerprint",
     "Cloudflare": "Cloudflare",
     "CNY": "Юань",
     "CNY per USD": "CNY за USD",
@@ -1199,6 +1345,7 @@
     "Collapse All": "Свернуть все",
     "Collapse panel": "Свернуть панель",
     "Collect relay latency and success-rate metrics for the model square.": "Собирает метрики задержки Relay и доли успешных запросов для витрины моделей.",
+    "Collecting usage": "Collecting usage",
     "Color": "Цвет",
     "Color is required": "Цвет обязателен",
     "Color preset": "Цветовая предустановка",
@@ -1225,6 +1372,7 @@
     "Compare each vendor's token share since launch": "Сравните долю токенов каждого поставщика с момента запуска",
     "Compare prices and choose a source for each model.": "Сравните цены и выберите источник для каждой модели.",
     "Compare the most popular models on the platform": "Сравните самые популярные модели на платформе",
+    "Compare the returned model with Astra and record the result. Detection alone does not reject responses. When disabled, response model checks and switching on model mismatch are off.": "Compare the returned model with Astra and record the result. Detection alone does not reject responses. When disabled, response model checks and switching on model mismatch are off.",
     "Comparison operator": "Оператор сравнения",
     "compatible API routes": "совместимых API-маршрутов",
     "Compatible API routes for common AI application workflows": "Совместимые API-маршруты для типовых сценариев ИИ-приложений",
@@ -1235,6 +1383,7 @@
     "Complete sign-in": "Завершение входа",
     "Complete the invalid fields before saving or switching modes. The last valid expression is preserved.": "Исправьте недопустимые поля перед сохранением или сменой режима. Последнее корректное выражение сохранено.",
     "Complete these steps to finish the initial installation.": "Выполните эти шаги, чтобы завершить начальную установку.",
+    "Complete top-up orders and manage subscription plans and user subscriptions.": "Завершение заказов на пополнение и управление планами подписки и подписками пользователей.",
     "Completed": "Завершено",
     "Completed security verification": "Проверка безопасности завершена",
     "Completed top-up order for the user": "Заказ на пополнение для пользователя выполнен",
@@ -1242,9 +1391,11 @@
     "Completion price": "Цена завершения",
     "Completion price ($/1M tokens)": "Цена завершения ($/1 млн токенов)",
     "Completion ratio": "Коэффициент завершения",
+    "Compliance confirmation fields cannot be changed through the general settings API": "Поля подтверждения соответствия нельзя изменить через общий API настроек",
     "Compliance confirmation required": "Требуется подтверждение соответствия",
     "Compliance confirmed": "Соответствие подтверждено",
     "Compliance confirmed successfully": "Соответствие успешно подтверждено",
+    "Composition failed": "Не удалось выполнить композицию",
     "Concatenate channel system prompt with user&apos;s prompt": "Объединить системный промпт канала с промптом пользователя",
     "Condition {{path}}": "Условие {{path}}",
     "Condition actions {{path}}": "Действия условия {{path}}",
@@ -1267,6 +1418,7 @@
     "Configuration required": "Требуется настройка",
     "Configure": "Настройка",
     "Configure a Creem product for user recharge options.": "Настройте продукт Creem для опций пополнения пользователя.",
+    "Configure a custom ratio for \"{{userGroup}}\" users when using a specific token group.": "Задайте коэффициент для пользователей «{{userGroup}}» при использовании определённой группы токенов.",
     "Configure a custom ratio for when users use a specific token group.": "Настроить пользовательский коэффициент при использовании определённой группы токенов.",
     "Configure a group that users can select when creating API keys.": "Настройте группу, которую пользователи могут выбрать при создании ключей API.",
     "Configure a new custom OAuth provider for user authentication.": "Настройка нового пользовательского OAuth-провайдера для аутентификации пользователей.",
@@ -1305,7 +1457,9 @@
     "Configured routes and latency checks": "Настроенные маршруты и проверки задержки",
     "Confirm": "Подтверждение",
     "Confirm Action": "Подтвердить действие",
+    "Confirm and detect": "Confirm and detect",
     "Confirm and enable": "Подтвердить и включить",
+    "Confirm and sample": "Confirm and sample",
     "Confirm Batch Update": "Подтвердить пакетное обновление",
     "Confirm Billing Conflicts": "Подтвердить конфликты выставления счетов",
     "Confirm both your current and new email addresses to finish this change.": "Подтвердите текущий и новый адреса почты, чтобы завершить изменение.",
@@ -1325,9 +1479,12 @@
     "Confirm invalidate": "Подтвердить аннулирование",
     "Confirm log cleanup": "Подтвердить очистку логов",
     "Confirm log file cleanup?": "Подтвердить очистку файлов журналов?",
+    "Confirm model changes": "Подтвердить изменения моделей",
     "Confirm New Password": "Подтвердить новый пароль",
+    "Confirm paid detection": "Confirm paid detection",
     "Confirm password": "Подтвердить пароль",
     "Confirm Payment": "Подтвердить оплату",
+    "Confirm reset": "Confirm reset",
     "Confirm Selection": "Подтвердить выбор",
     "Confirm settings and finish setup": "Подтвердите настройки и завершите установку",
     "confirm that I bear legal responsibility arising from deployment": "подтверждаю, что несу юридическую ответственность, возникающую из развертывания",
@@ -1336,7 +1493,11 @@
     "Confirm Unbind": "Подтвердить отвязку",
     "Confirm usage reset": "Подтвердить сброс использования",
     "Confirm your identity before accessing this sensitive action.": "Подтвердите личность перед выполнением этой важной операции.",
+    "Confirm your identity before changing the account {{username}}.": "Подтвердите личность перед изменением аккаунта {{username}}.",
+    "Confirm your identity before creating an administrator account.": "Подтвердите личность перед созданием аккаунта администратора.",
+    "Confirm your identity before permanently deleting the account {{username}}.": "Подтвердите личность перед безвозвратным удалением аккаунта {{username}}.",
     "Confirm your identity before removing this Passkey from your account.": "Подтвердите свою личность перед удалением этой Passkey из вашей учётной записи.",
+    "Confirm your identity before unbinding {{provider}} from this user.": "Подтвердите личность перед отвязкой {{provider}} от этого пользователя.",
     "Confirm your identity with Two-factor Authentication before registering a Passkey.": "Подтвердите свою личность с помощью двухфакторной аутентификации перед регистрацией Passkey.",
     "Confirmed at {{time}} by user #{{userId}}": "Подтверждено {{time}} пользователем #{{userId}}",
     "Confirmed payment compliance": "Соответствие платежа подтверждено",
@@ -1351,6 +1512,7 @@
     "Connect to Coze bots": "Подключение к ботам Coze",
     "Connect to DeepSeek model services": "Подключение к моделям DeepSeek",
     "Connect to Dify applications and workflows": "Подключение к приложениям и рабочим процессам Dify",
+    "Connect to Doubao Seedance video and Seedream image generation through Volcengine Ark": "Подключение генерации видео Doubao Seedance и изображений Seedream через Volcengine Ark",
     "Connect to FastGPT applications": "Подключение к приложениям FastGPT",
     "Connect to iFlytek Spark model services": "Подключение к моделям iFlytek Spark",
     "Connect to Jimeng image and video generation services": "Подключение к сервисам генерации изображений и видео Jimeng",
@@ -1360,10 +1522,10 @@
     "Connect to local or self-hosted Ollama models": "Подключение к локальным моделям Ollama или собственному серверу",
     "Connect to MiniMax model services": "Подключение к моделям MiniMax",
     "Connect to Mistral AI model services": "Подключение к моделям Mistral AI",
-    "Connect to model services from another New API instance": "Подключение к моделям другого экземпляра New API",
     "Connect to model services through a Sub2API gateway": "Подключение к моделям через шлюз Sub2API",
     "Connect to models through the Google Gemini API": "Подключение к моделям через API Google Gemini",
     "Connect to Moonshot AI model services": "Подключение к моделям Moonshot AI",
+    "Connect to New API model services with support for multiple task plugins": "Доступ к моделям через New API с поддержкой нескольких плагинов задач",
     "Connect to OpenAI models deployed on Azure": "Подключение к моделям OpenAI, развёрнутым в Azure",
     "Connect to OpenAI Sora video generation services": "Подключение к сервисам генерации видео OpenAI Sora",
     "Connect to Perplexity model services": "Подключение к моделям Perplexity",
@@ -1446,6 +1608,7 @@
     "Copy All Codes": "Скопировать все коды",
     "Copy all models": "Копировать все модели",
     "Copy API key": "Скопировать ключ API",
+    "Copy API URL": "Копировать URL API",
     "Copy base URL": "Копировать базовый URL",
     "Copy billing expression": "Копировать выражение тарификации",
     "Copy callback URL": "Скопировать URL обратного вызова",
@@ -1468,6 +1631,7 @@
     "Copy redirect URL": "Скопировать URL перенаправления",
     "Copy referral link": "Скопировать реферальную ссылку",
     "Copy Request Header": "Копировать заголовок запроса",
+    "Copy request ID": "Copy request ID",
     "Copy secret key": "Скопировать секретный ключ",
     "Copy selected codes": "Копировать выбранные коды",
     "Copy selected keys": "Копировать выбранные ключи",
@@ -1476,6 +1640,7 @@
     "Copy source field to target field": "Копировать исходное поле в целевое",
     "Copy the key and paste it here": "Скопируйте ключ и вставьте его сюда",
     "Copy this prompt and send it to an LLM (e.g. ChatGPT / Claude) to help design your billing expression.": "Скопируйте этот промпт и отправьте его LLM (например, ChatGPT / Claude), чтобы помочь с разработкой выражения тарификации.",
+    "Copy this token now. It will not be shown again.": "Скопируйте этот токен сейчас. Он больше не будет показан.",
     "Copy to clipboard": "Копировать в буфер обмена",
     "Copy token": "Копировать токен",
     "Copy URL": "Скопировать URL",
@@ -1485,6 +1650,8 @@
     "Core Configuration": "Основная конфигурация",
     "Core Features": "Основные функции",
     "Core pricing": "Основные цены",
+    "Correct the invalid settings before saving.": "Исправьте некорректные настройки перед сохранением.",
+    "Correlation key": "Correlation key",
     "Cost": "Стоимость",
     "Cost = 10 × 0.3 = 3": "Стоимость = 10 × 0,3 = 3",
     "Cost = 10 × 0.8 = 8": "Стоимость = 10 × 0,8 = 8",
@@ -1501,6 +1668,7 @@
     "Count": "Количество",
     "Count must be between {{min}} and {{max}}": "Количество должно быть от {{min}} до {{max}}",
     "Counters and averages cover the period since the upstream metrics were initialized or reset.": "Счётчики и средние значения охватывают период с инициализации или сброса метрик сервера.",
+    "Coverage {{sampled}}/{{total}} · inconclusive {{unclear}} · failed {{errors}}": "Coverage {{sampled}}/{{total}} · inconclusive {{unclear}} · failed {{errors}}",
     "Coze": "Coze",
     "CPU": "ЦП",
     "CPU Threshold (%)": "Порог CPU (%)",
@@ -1508,7 +1676,9 @@
     "Create a copy of:": "Создать копию:",
     "Create a key for your app or service": "Создайте ключ для приложения или сервиса",
     "Create a new user group to configure ratio overrides for.": "Создайте новую группу пользователей для настройки переопределений соотношений.",
+    "Create access token": "Создать токен доступа",
     "Create account": "Создать аккаунт",
+    "Create aliases for users": "Создать псевдонимы для пользователей",
     "Create an account": "Создать аккаунт",
     "Create an API key to unlock the real request": "Создайте API-ключ, чтобы открыть реальный запрос",
     "Create and review invite or credit codes.": "Создать и просмотреть коды приглашений или кредитов.",
@@ -1540,15 +1710,22 @@
     "Create succeeded": "Успешно создано",
     "Create Vendor": "Создать поставщика",
     "Create your first group to reuse model, tag, or endpoint selections anywhere in the dashboard.": "Создайте свою первую группу для повторного использования выбранных моделей, тегов или конечных точек в любом месте панели управления.",
+    "Create, edit, and delete API keys.": "Создание, изменение и удаление API-ключей.",
+    "Create, edit, and delete deployments, and test connections.": "Создание, изменение и удаление развертываний, проверка подключений.",
+    "Create, edit, and delete prefill groups.": "Создание, изменение и удаление групп автозаполнения.",
+    "Create, edit, and delete redemption codes.": "Создание, изменение и удаление кодов активации.",
+    "Create, edit, disable, and delete users, and reset their security settings.": "Создание, изменение, отключение и удаление пользователей, а также сброс их настроек безопасности.",
     "Create, revoke, and audit API tokens.": "Создать, отозвать и аудитировать токены API.",
     "Created": "Создано",
     "Created {{count}} redemption codes named {{name}} ({{quota}} each)": "Создано кодов погашения: {{count}} с именем {{name}} (по {{quota}} каждый)",
+    "Created {{time}}": "Создан {{time}}",
     "Created a custom OAuth provider": "Создан пользовательский провайдер OAuth",
     "Created a deployment": "Создано развёртывание",
     "Created a model": "Создана модель",
     "Created a prefill group": "Создана группа предзаполнения",
     "Created a subscription plan": "Создан тарифный план подписки",
     "Created a vendor": "Создан поставщик",
+    "Created an access token": "Создан токен доступа",
     "Created At": "Дата создания",
     "Created channel {{name}} (type {{type}}, count {{count}})": "Создан канал {{name}} (тип {{type}}, количество {{count}})",
     "Created user {{username}} (role {{role}})": "Создан пользователь {{username}} (роль {{role}})",
@@ -1566,7 +1743,10 @@
     "Creem Payment": "Платеж Creem",
     "Creem product ID from your Creem dashboard.": "ID продукта Creem из вашего дашборда Creem.",
     "Creem products must be a JSON array": "Продукты Creem должны быть JSON-массивом",
+    "Creem webhook is not configured": "Webhook Creem не настроен",
+    "CreemProductId is not configured for this plan": "Для этого плана не настроен CreemProductId",
     "Cross-group": "Межгрупповой",
+    "Cross-group retry": "Повтор между группами",
     "Cumulative usage": "Суммарное использование",
     "Currency": "Валюта",
     "Currency & Display": "Валюта и отображение",
@@ -1579,6 +1759,8 @@
     "Current email verification code": "Код подтверждения текущей почты",
     "Current email: {{email}}. Enter a new email to change.": "Текущий email: {{email}}. Введите новый email для изменения.",
     "Current exchange rate: 1 USD = {{rate}} {{currency}}": "Текущий курс: 1 USD = {{rate}} {{currency}}",
+    "Current interval: {{minutes}} minutes": "Текущий интервал: {{minutes}} мин.",
+    "Current intervals: {{min}}–{{max}} minutes": "Текущие интервалы: {{min}}–{{max}} мин.",
     "Current key": "Текущий ключ",
     "Current key disable requested": "Запрошено отключение текущего ключа",
     "Current legacy JSON is invalid, cannot append": "Текущий JSON старого формата невалиден, добавление невозможно",
@@ -1625,14 +1807,18 @@
     "Custom multipliers when specific user groups use specific token groups. Example: VIP users get 0.9x rate when using \"edit_this\" group tokens.": "Пользовательские множители, когда определенные группы пользователей используют определенные группы токенов. Пример: VIP-пользователи получают ставку 0.9x при использовании токенов группы \"edit_this\".",
     "Custom OAuth": "Пользовательский OAuth",
     "Custom OAuth Providers": "Пользовательские OAuth-провайдеры",
+    "Custom reset cycle must be greater than 0 seconds": "Пользовательский цикл сброса должен быть больше 0 секунд",
     "Custom Seconds": "Пользовательские секунды",
     "Custom sidebar section": "Пользовательский раздел боковой панели",
+    "Custom tag": "Custom tag",
     "Custom task plugin setting updated": "Настройка пользовательских плагинов задач обновлена",
     "Custom Time Range": "Пользовательский диапазон времени",
     "Custom Zoom": "Пользовательский зум",
+    "Customize pool": "Customize pool",
     "Customize sidebar display content": "Настроить содержимое боковой панели",
     "Daily": "Ежедневно",
     "Daily Check-in": "Ежедневный вход",
+    "Daily check-in, received {{quota}}": "Ежедневная отметка, получено {{quota}}",
     "Daily token usage by model across the past few weeks": "Ежедневное использование токенов по моделям за последние несколько недель",
     "Daily token usage by model across the past month": "Ежедневное использование токенов по моделям за последний месяц",
     "Daily token usage by model over the past month": "Ежедневное использование токенов по моделям за последний месяц",
@@ -1649,6 +1835,8 @@
     "Data retention": "Хранение данных",
     "Database": "База данных",
     "Database check": "Проверка базы данных",
+    "Database connection failed": "Не удалось подключиться к базе данных",
+    "Database error, please contact the administrator": "Ошибка базы данных, обратитесь к администратору",
     "Date and time when this announcement should be displayed": "Дата и время отображения этого объявления",
     "Date Range": "Диапазон дат",
     "Day": "День",
@@ -1675,10 +1863,12 @@
     "Default Bearer": "Bearer по умолчанию",
     "Default Collapse Sidebar": "Сворачивать боковую панель по умолчанию",
     "Default consumption chart": "График потребления по умолчанию",
+    "Default group": "Группа по умолчанию",
     "Default Max Tokens": "Максимальное количество токенов по умолчанию",
     "Default model call chart": "График вызовов моделей по умолчанию",
     "Default placeholder": "Значок по умолчанию",
     "Default range": "Диапазон по умолчанию",
+    "Default reminder threshold": "Порог напоминания по умолчанию",
     "Default Responses API version, if empty, will use the API version above": "Версия API ответов по умолчанию; если пусто, будет использоваться версия API, указанная выше",
     "Default session lifetime (seconds)": "Срок сессии по умолчанию (секунды)",
     "Default system prompt for this channel": "Системный промпт по умолчанию для этого канала",
@@ -1690,6 +1880,7 @@
     "Define API endpoints for this model (JSON format)": "Определить конечные точки API для этой модели (формат JSON)",
     "Define endpoint mappings for each provider.": "Определите сопоставления конечных точек для каждого провайдера.",
     "Define per-group rules to add, remove, or append selectable groups for specific user groups.": "Определите правила для групп, чтобы добавлять, удалять или дополнять доступные группы для конкретных групп пользователей.",
+    "Degraded": "Degraded",
     "Degraded performance recently": "Недавно наблюдалось снижение производительности",
     "Delete": "Удалить",
     "Delete (": "Удалить (",
@@ -1735,6 +1926,7 @@
     "Delete plugin version?": "Удалить версию плагина?",
     "Delete Provider": "Удалить провайдер",
     "Delete Request Header": "Удалить заголовок запроса",
+    "Delete rule": "Delete rule",
     "Delete Rule": "Удалить правило",
     "Delete selected API keys": "Удалить выбранные ключи API",
     "Delete selected channels": "Удалить выбранные каналы",
@@ -1749,6 +1941,7 @@
     "Deleted": "Удалён",
     "Deleted \"{{name}}\"": "\"{{name}}\" удалено",
     "Deleted ({{id}})": "Удалён ({{id}})",
+    "Deleted {{count}} auto-disabled keys": "Удалено автоматически отключённых ключей: {{count}}",
     "Deleted {{count}} failed models": "Удалено неуспешных моделей: {{count}}",
     "Deleted {{count}} historical system tasks": "Удалено записей истории системных задач: {{count}}",
     "Deleted {{count}} stale instances": "Удалено устаревших экземпляров: {{count}}",
@@ -1783,12 +1976,16 @@
     "Deployment logs": "Логи развертывания",
     "Deployment Region": "Регион развертывания",
     "Deployment Region *": "Регион развертывания *",
+    "Deployment region cannot be empty": "Регион развертывания не может быть пустым",
+    "Deployment region must be valid JSON, for example {{example}}": "Регион развертывания должен быть корректным JSON, например {{example}}",
+    "Deployment region must include a default field": "Регион развертывания должен содержать поле default",
     "Deployment requested": "Развертывание запрошено",
     "Deployments": "Развертывания",
     "Deprecated": "Устарело",
     "Derives the request names your users call": "Формирует имена запроса, которые вызывают пользователи",
     "Derives the upstream names sent to the provider": "Формирует имена, отправляемые провайдеру",
     "Desc": "По убыванию",
+    "Descending": "По убыванию",
     "Describe": "Описание",
     "Describe this model...": "Опишите эту модель...",
     "Describe this vendor...": "Опишите этого поставщика...",
@@ -1805,7 +2002,12 @@
     "Detected database": "Обнаруженная база данных",
     "Detected high-risk status code redirect rules": "Обнаружены следующие правила перенаправления кодов состояния высокого риска:",
     "Detection complete: {{add}} to add, {{remove}} to remove": "Обнаружение завершено: {{add}} для добавления, {{remove}} для удаления",
+    "Detection could not be completed. Only measured usage is charged.": "Detection could not be completed. Only measured usage is charged.",
+    "Detection details": "Detection details",
     "Detection failed": "Detection failed",
+    "Detection finished": "Detection finished",
+    "Detection in progress": "Detection in progress",
+    "Detection records reset": "Detection records reset",
     "Determines how this group is applied elsewhere.": "Определяет, как эта группа применяется в других местах.",
     "Deterministic sampling seed (best-effort)": "Сид детерминированного сэмплирования (по возможности)",
     "Developer Friendly": "Удобно для разработчиков",
@@ -1827,12 +2029,14 @@
     "Disable selected channels": "Отключить выбранные каналы",
     "Disable selected models": "Отключить выбранные модели",
     "Disable store passthrough": "Отключить сквозной переход магазина",
+    "Disable tag grouping to drag channels": "Отключите группировку по тегам для перетаскивания",
     "Disable task plugins?": "Отключить плагины задач?",
     "Disable this key?": "Отключить этот ключ?",
     "Disable threshold (seconds)": "Порог отключения (секунды)",
     "Disable Two-Factor Authentication": "Отключить двухфакторную аутентификацию",
     "disabled": "отключено",
     "Disabled": "Отключено",
+    "Disabled {{count}} keys": "Отключено ключей: {{count}}",
     "Disabled all channels with tag: {{tag}}": "Все каналы с тегом {{tag}} отключены",
     "Disabled channels with tag {{tag}}": "Отключены каналы с тегом {{tag}}",
     "Disabled globally": "Отключено глобально",
@@ -1847,6 +2051,7 @@
     "Discard unsaved changes?": "Отменить несохранённые изменения?",
     "Disclaimer: Personal use only. Do not distribute or share any credentials. This channel has prerequisites and requires prior setup; use it only if you understand the flow and risks, and comply with OpenAI's terms and policies. Credentials and configuration are for Codex CLI integration only, and are not intended for any other client, platform, or channel.": "Предупреждение: только для личного использования. Не распространяйте и не передавайте учетные данные. Для этого канала требуются предварительные условия и начальная настройка; используйте его только если понимаете процедуру и риски, и соблюдайте условия и политики OpenAI. Учетные данные и конфигурация предназначены только для интеграции с Codex CLI и не предназначены для других клиентов, платформ или каналов.",
     "Discord": "Discord",
+    "Discord ID is empty!": "Discord ID не указан!",
     "Discount": "Скидка",
     "Discount map by recharge amount (JSON object)": "Карта скидок по сумме пополнения (объект JSON)",
     "Discount Rate": "Ставка скидки",
@@ -1879,6 +2084,7 @@
     "Display name shown to users.": "Отображаемое название для пользователей.",
     "Display Options": "Параметры отображения",
     "Display policy": "Правило показа",
+    "Display settings saved": "Display settings saved",
     "Display Token Statistics": "Показать статистику токенов",
     "Displayed": "Отображается",
     "Displayed in": "Отображается в",
@@ -1898,16 +2104,23 @@
     "Domain Filter Mode": "Режим фильтра домена",
     "Don't have an account?": "У вас нет аккаунта?",
     "Done": "Готово",
+    "Doubao": "Doubao",
     "Doubao custom API address editing unlocked": "Редактирование пользовательского адреса API Doubao разблокировано",
-    "DoubaoVideo": "DoubaoVideo",
     "Double check the configuration below. Your system will be locked until initialization is complete.": "Дважды проверьте конфигурацию ниже. Ваша система будет заблокирована до завершения инициализации.",
     "Downgrade Group": "Понизить группу",
+    "Downgrade group does not exist": "Группа понижения не существует",
+    "Downgrade rate · last 6 hours": "Downgrade rate · last 6 hours",
     "Downgrade to pre-purchase group": "Понизить до группы до покупки",
     "Downgrade to this group after the subscription expires": "Понизить до этой группы после истечения подписки",
     "Download": "Скачать",
     "Drag {{group}} to reorder": "Перетащите {{group}}, чтобы изменить порядок",
+    "Drag mode": "Режим перетаскивания",
+    "Drag mode help": "Справка по перетаскиванию",
+    "Drag the handle to move a channel.": "Перетащите канал за ручку.",
+    "Drag to change priority. Use arrow keys to move, Escape to cancel.": "Перетащите для изменения приоритета. Стрелки — перемещение, Esc — отмена.",
     "Drag to move": "Перетащите, чтобы переместить",
     "Drag to resize": "Перетащите, чтобы изменить размер",
+    "Drag to set channel priority": "Приоритет каналов перетаскиванием",
     "Draw": "Рисование",
     "Drawing": "Рисование",
     "Drawing logs": "Журналы рисования",
@@ -1915,6 +2128,9 @@
     "Drawing task polling": "Опрос задач рисования",
     "Drawing task records": "Записи задач рисования",
     "Drop a JavaScript plugin file here": "Перетащите сюда файл плагина JavaScript",
+    "Drop at an edge to create a different priority.": "Отпустите у края, чтобы создать другой приоритет.",
+    "Drop between tiers to change priority, or in the center to join a tier": "Перетащите между уровнями для изменения приоритета или в центр для объединения",
+    "Drop in the center to use the same priority.": "Отпустите в центре, чтобы задать тот же приоритет.",
     "Dry run result": "Результат пробного запуска",
     "Duplicate": "Дублировать",
     "Duplicate group names: {{names}}": "Повторяющиеся имена групп: {{names}}",
@@ -1967,6 +2183,7 @@
     "e.g., https://ark.cn-beijing.volces.com": "например, https://ark.cn-beijing.volces.com",
     "e.g., https://docs-test-001.openai.azure.com": "например, https://docs-test-001.openai.azure.com",
     "e.g., https://fastgpt.run/api/openapi": "например, https://fastgpt.run/api/openapi",
+    "e.g., my-project-123": "напр. my-project-123",
     "e.g., OpenAI GPT-4 Production": "напр., OpenAI GPT-4 Production",
     "e.g., preview": "например, preview",
     "e.g., prod_xxx": "напр., prod_xxx",
@@ -1975,6 +2192,8 @@
     "e.g., us-central1 or JSON format for model-specific regions": "например, us-central1 или формат JSON для регионов, специфичных для модели",
     "e.g., v2.1": "например, v2.1",
     "Each backup code can only be used once.": "Каждый код восстановления можно использовать только один раз.",
+    "Each consumed attempt is charged independently at the requested model price and its actual group ratio. The total below is a summary, not another charge.": "Each consumed attempt is charged independently at the requested model price and its actual group ratio. The total below is a summary, not another charge.",
+    "Each consumed attempt is charged independently, including rejected results.": "Each consumed attempt is charged independently, including rejected results.",
     "Each item must be an object with a single key-value pair.": "Каждый элемент должен быть объектом с одной парой ключ-значение.",
     "Each item must have exactly one key-value pair.": "Каждый элемент должен иметь ровно одну пару ключ-значение.",
     "Each line represents one keyword. Leave blank to disable the list but keep the switch states.": "Каждая строка представляет одно ключевое слово. Оставьте пустым, чтобы отключить список, но сохранить состояния переключателей.",
@@ -1989,6 +2208,7 @@
     "Earnings": "Доход",
     "Edit": "Редактировать",
     "Edit {{title}}": "Редактировать {{title}}",
+    "Edit access token": "Изменить токен доступа",
     "Edit all channels with tag:": "Редактировать все каналы с тегом:",
     "Edit Announcement": "Редактировать объявление",
     "Edit API Shortcut": "Редактировать ярлык API",
@@ -1998,18 +2218,16 @@
     "Edit chat preset": "Редактировать пресет чата",
     "Edit discount tier": "Редактировать уровень скидки",
     "Edit FAQ": "Редактировать FAQ",
-    "Enable passthrough": "Включить проброс",
-    "Enable request body passthrough?": "Включить проброс тела запроса?",
-    "Enable request header passthrough?": "Включить проброс заголовков запроса?",
-    "Enable session affinity": "Включить привязку сессии",
     "Edit group": "Редактировать группу",
     "Edit group rate limit": "Редактировать лимит скорости группы",
+    "Edit group settings as JSON. Changes are shared with the visual editor.": "Редактируйте настройки групп в JSON. Изменения синхронизируются с визуальным редактором.",
     "Edit JSON object directly. Suitable for simple parameter overrides.": "Редактируйте JSON-объект напрямую. Подходит для простых переопределений параметров.",
     "Edit JSON text directly. Format will be validated on save.": "Редактируйте JSON-текст напрямую. Формат будет проверен при сохранении.",
     "Edit mapping": "Изменить сопоставление",
     "Edit model": "Редактировать модель",
     "Edit Model": "Редактировать модель",
     "Edit model pricing": "Изменить тариф модели",
+    "Edit models and vendors, and sync them from upstream.": "Изменение моделей и поставщиков и их синхронизация с источником.",
     "Edit non-sensitive settings such as models, groups, and routing rules.": "Изменение нечувствительных настроек, таких как модели, группы и правила маршрутизации.",
     "Edit OAuth Provider": "Редактировать поставщика OAuth",
     "Edit payment method": "Редактировать способ оплаты",
@@ -2029,18 +2247,25 @@
     "Editor mode": "Режим редактора",
     "Education": "Образование",
     "Effective icon": "Используемая иконка",
+    "Eicy relay status": "Eicy relay status",
+    "Eligible candidate": "Eligible candidate",
     "Email": "Электронная почта",
     "Email (required for verification)": "Email (требуется для верификации)",
+    "Email & Notifications": "Почта и уведомления",
     "Email Address": "Адрес электронной почты",
+    "Email address is already in use": "Этот адрес электронной почты уже используется",
     "Email Alias Restriction": "Ограничение по псевдониму Email",
     "Email bound successfully!": "Email успешно привязан!",
     "Email confirmation code resend": "Повторная отправка кода подтверждения почты",
     "Email Domain Restriction": "Ограничение по домену Email",
     "Email Domain Whitelist": "Белый список доменов Email",
     "Email Field": "Поле email",
+    "Email is empty!": "Адрес электронной почты не указан!",
+    "Email or password is empty!": "Не указан адрес электронной почты или пароль!",
     "Email Verification": "Верификация Email",
     "Email verification code is incorrect.": "Неверный код подтверждения почты.",
     "Email verification has ended. Start again to continue.": "Подтверждение почты завершено. Начните заново, чтобы продолжить.",
+    "Email verification is enabled, please enter email address and verification code": "Включена проверка электронной почты, введите адрес электронной почты и код подтверждения",
     "Email, summarisation, knowledge work": "Электронная почта, резюме, knowledge work",
     "Embeddings": "Встраивания",
     "Empty": "Пусто",
@@ -2049,6 +2274,7 @@
     "Enable {{parameter}}": "Включить {{parameter}}",
     "Enable 2FA": "Включить 2FA",
     "Enable All": "Включить все",
+    "Enable Astra auto-switch?": "Enable Astra auto-switch?",
     "Enable check-in feature": "Включить функцию прибытия",
     "Enable custom task plugins": "Включить пользовательские плагины задач",
     "Enable Data Dashboard": "Включить панель данных",
@@ -2070,16 +2296,18 @@
     "Enable or disable this channel": "Включить или отключить этот канал",
     "Enable or disable this model": "Включить или отключить эту модель",
     "Enable Passkey": "Включить Passkey",
+    "Enable passthrough": "Включить проброс",
     "Enable Performance Monitoring": "Включить мониторинг производительности",
     "Enable plugin {{key}}": "Включить плагин {{key}}",
     "Enable plugin?": "Включить плагин?",
     "Enable rate limiting": "Включить ограничение скорости",
+    "Enable request body passthrough?": "Включить проброс тела запроса?",
+    "Enable request header passthrough?": "Включить проброс заголовков запроса?",
     "Enable Request Passthrough": "Включить сквозную передачу запросов",
     "Enable Responses WebSocket": "Включить Responses WebSocket",
-    "Validate Astra upstream model": "Validate Astra upstream model",
-    "Reject a Responses result when the upstream declares a model other than gpt-6-astra. Enabled by default; disable only for an intentional mapping.": "Reject a Responses result when the upstream declares a model other than gpt-6-astra. Enabled by default; disable only for an intentional mapping.",
     "Enable selected channels": "Включить выбранные каналы",
     "Enable selected models": "Включить выбранные модели",
+    "Enable session affinity": "Включить привязку сессии",
     "Enable SSL/TLS": "Включить SSL/TLS",
     "Enable SSRF Protection": "Включить защиту от SSRF",
     "Enable STARTTLS": "Включить STARTTLS",
@@ -2102,7 +2330,10 @@
     "Enable when the upstream needs client information from Codex or Claude Code headers; may expose client information": "Включайте, если вышестоящему сервису нужны сведения из заголовков Codex или Claude Code; возможно раскрытие информации о клиенте",
     "Enable when the upstream needs information from clients such as Codex or Claude Code, including User-Agent, client version or session headers. Usually leave this off.": "Включайте, если вышестоящему сервису нужны сведения о клиентах Codex, Claude Code и подобных: User-Agent, версия клиента или заголовки сеанса. Обычно включать не требуется.",
     "Enabled": "Включено",
+    "Enabled {{count}} keys": "Включено ключей: {{count}}",
     "Enabled all channels with tag: {{tag}}": "Все каналы с тегом {{tag}} включены",
+    "Enabled by default for gpt-6-astra. Keep the last valid fingerprint and pelican conclusions until recovery or reset. Failed checks do not clear them.": "Enabled by default for gpt-6-astra. Keep the last valid fingerprint and pelican conclusions until recovery or reset. Failed checks do not clear them.",
+    "Enabled by default for gpt-6-astra. Keep the last valid fingerprint and vision conclusions until recovery or reset. Failed checks do not clear them.": "Enabled by default for gpt-6-astra. Keep the last valid fingerprint and vision conclusions until recovery or reset. Failed checks do not clear them.",
     "Enabled channels with tag {{tag}}": "Включены каналы с тегом {{tag}}",
     "Enabled Status": "Статус включения",
     "Enabled two-factor authentication": "Двухфакторная аутентификация включена",
@@ -2119,6 +2350,8 @@
     "Endpoint": "Точка доступа",
     "Endpoint config": "Конфигурация конечной точки",
     "Endpoint Configuration": "Конфигурация конечной точки",
+    "Endpoint probe": "Endpoint probe",
+    "Endpoint status": "Endpoint status",
     "Endpoint Type": "Тип конечной точки",
     "Endpoint, provider-specific settings, and credentials.": "Эндпоинт, настройки провайдера и учетные данные.",
     "Endpoint:": "Конечная точка:",
@@ -2137,6 +2370,7 @@
     "Enter a positive integer": "Введите положительное целое число",
     "Enter a positive or negative amount to adjust the quota": "Введите положительную или отрицательную сумму для корректировки квоты",
     "Enter a react-icons component name. Invalid names show no icon.": "Введите имя компонента react-icons. Недопустимые имена не отображают значок.",
+    "Enter a rule to preview mappings.": "Введите правило для просмотра сопоставлений.",
     "Enter a valid condition value.": "Введите допустимое значение условия.",
     "Enter a valid email or leave blank": "Введите действительный email или оставьте пустым",
     "Enter a value and press Enter": "Введите значение и нажмите Enter",
@@ -2183,8 +2417,6 @@
     "Enter password (8-20 characters)": "Введите пароль (8-20 символов)",
     "Enter password (8–128 characters)": "Введите пароль (8–128 символов)",
     "Enter previous domains, one per line, without a protocol, port or path. Different ports on the same domain do not need compatible domains.": "Укажите прежние домены, по одному на строку, без протокола, порта и пути. Разные порты одного домена не требуют добавления совместимых доменов.",
-    "Entries configured in Request Header Override still take priority": "Записи из переопределения заголовков по-прежнему имеют приоритет",
-    "Excludes the first attempt. Counted per group.": "Без первой попытки, отдельно для каждой группы.",
     "Enter previous Passkey domains, one per line. Existing Passkeys can still verify with these domains; new Passkeys use the primary domain.": "Введите прежние домены ключей доступа, по одному в строке. Существующие ключи продолжат работать с этими доменами, а новые будут использовать основной домен.",
     "Enter quota in {{currency}}": "Введите квоту в {{currency}}",
     "Enter quota in tokens": "Введите квоту в токенах",
@@ -2199,6 +2431,7 @@
     "Enter the 6-digit Time-based One-Time Password or 8-character backup code from your authenticator app.": "Введите 6-значный одноразовый пароль на основе времени или 8-значный резервный код из вашего приложения-аутентификатора.",
     "Enter the complete URL, supports": "Введите полный URL, поддерживает",
     "Enter the Coze agent ID": "Введите ID агента Coze",
+    "Enter the Discovery URL or Issuer URL first": "Сначала укажите Discovery URL или Issuer URL",
     "Enter the full URL of your Gotify server": "Введите полный URL вашего сервера Gotify",
     "Enter the knowledge base ID": "Введите ID базы знаний",
     "Enter the path before /suno, usually just the domain": "Введите путь перед /suno, обычно это просто домен",
@@ -2206,7 +2439,6 @@
     "Enter the quota amount in tokens": "Введите количество квоты в токенах",
     "Enter the verification code": "Введите проверочный код",
     "Enter the website domain, such as example.com.": "Введите домен сайта, например example.com.",
-    "Enter threshold": "Введите порог",
     "Enter token counts to preview the estimated cost (excluding group multipliers).": "Введите количество токенов для оценки стоимости (множители групп не учитываются).",
     "Enter URL...": "Введите URL...",
     "Enter username": "Введите имя пользователя",
@@ -2220,6 +2452,7 @@
     "Enter your username or email": "Введите ваше имя пользователя или адрес электронной почты",
     "Enterprise Account": "Корпоративная учетная запись",
     "Enterprise-grade security with comprehensive permission management": "Безопасность корпоративного уровня с комплексным управлением разрешениями",
+    "Entries configured in Request Header Override still take priority": "Записи из переопределения заголовков по-прежнему имеют приоритет",
     "Entrypoint (space separated)": "Точка входа (через пробелы)",
     "Enum": "Перечисление",
     "Enum values": "Значения перечисления",
@@ -2244,30 +2477,43 @@
     "Error Type (optional)": "Тип ошибки (необязательно)",
     "Estimated cost": "Примерная стоимость",
     "Estimated quota cost": "Ориентир стоимости квоты",
+    "Estimated usage": "Estimated usage",
     "Evaluate fields from the provider user info response. Conditions and nested groups use and/or logic.": "Проверяет поля ответа с данными пользователя от провайдера. Условия и вложенные группы используют логику and/or.",
     "Event": "Событие",
+    "Every {{minutes}} minutes": "Every {{minutes}} minutes",
+    "Every {{minutes}} minutes · 3 probes per channel": "Every {{minutes}} minutes · 3 probes per channel",
+    "Every 15 minutes": "Every 15 minutes",
+    "Every 30 minutes · 3 probes per channel": "Every 30 minutes · 3 probes per channel",
+    "Every 30 minutes, one work per Astra channel.": "Every 30 minutes, one work per Astra channel.",
     "Every group name in the pricing table can be used in two places: on a user (the user group, assigned by admins) and on a token (the token group, chosen when creating the token). Same name pool, two different jobs.": "Каждое имя группы из таблицы тарифов используется в двух местах: у пользователя (группа пользователя, назначается администратором) и у токена (группа токена, выбирается при создании). Один набор имён — две разные роли.",
     "Every other device will lose access immediately. This device will remain signed in.": "Все остальные устройства немедленно потеряют доступ. Это устройство останется в системе.",
     "Everything configured for this group, in one place.": "Все настройки этой группы в одном месте.",
     "Exact": "Точное",
     "Exact Match": "Точное совпадение",
     "Exact match only and case-sensitive. Prefixes, regex, and * wildcards are not supported.": "Только точное совпадение с учетом регистра. Префиксы, регулярные выражения и подстановки * не поддерживаются.",
+    "Exact model names only. Preferred groups run before the remaining pool. A successful session binding takes precedence.": "Exact model names only. Preferred groups run before the remaining pool. A successful session binding takes precedence.",
     "Example": "Пример",
     "Example (all channels):": "Пример (все каналы):",
     "Example (specific channels):": "Пример (указанные каналы):",
     "Example price": "Пример цены",
     "Example spec": "Пример спецификации",
     "Example:": "Пример:",
+    "Example: users call gpt-4o; upstream receives gpt-4o-all.": "Пример: пользователь вызывает gpt-4o, провайдер получает gpt-4o-all.",
     "example.com&#10;blocked-site.com": "example.com&#10;blocked-site.com",
     "example.com&#10;company.com": "example.com&#10;company.com",
     "Excellent": "Отлично",
     "Exchange rate is required": "Требуется курс обмена",
     "Exchange rate must be greater than 0": "Курс обмена должен быть больше 0",
+    "Excluded by priority": "Excluded by priority",
+    "Excluded groups are never used by automatic grouping, including retries. If no groups remain, the request fails.": "Автоматическая маршрутизация не использует исключённые группы, в том числе при повторных попытках. Если групп не осталось, запрос завершится ошибкой.",
+    "Excludes the first attempt. Counted per group.": "Без первой попытки, отдельно для каждой группы.",
     "Execute code in a sandbox during the response": "Выполнять код в песочнице во время ответа",
     "Executor": "Исполнитель",
     "Exhausted": "Исчерпано",
     "Existing account will be reused": "Существующая учётная запись будет использована повторно",
+    "Existing API keys keep Astra auto-switch enabled; new keys default to off. Rejected results still incur usage charges, and every additional upstream attempt is charged separately. You can change this setting for each API key.": "Existing API keys keep Astra auto-switch enabled; new keys default to off. Rejected results still incur usage charges, and every additional upstream attempt is charged separately. You can change this setting for each API key.",
     "Existing Models ({{count}})": "Существующие модели ({{count}})",
+    "Existing models: select fields to replace their current values with the values on the right. Unselected fields stay unchanged.": "Существующие модели: выберите поля, текущие значения которых нужно заменить значениями справа. Остальные поля останутся без изменений.",
     "Existing Passkeys remain tied to the old domain and may stop working. Keep the old domain to preserve access, or confirm only if you have a recovery plan.": "Существующие ключи доступа останутся привязаны к старому домену и могут перестать работать. Сохраните старый домен для доступа или подтвердите изменение, только если у вас есть план восстановления.",
     "Exists": "Существует",
     "Expand": "Развернуть",
@@ -2276,15 +2522,22 @@
     "Expected a JSON array of group identifiers": "Ожидается JSON-массив идентификаторов групп",
     "Expected a JSON array.": "Ожидается JSON-массив.",
     "Experiment with prompts and models in real time.": "Экспериментируйте с промптами и моделями в реальном времени.",
+    "Experimental behavioral samples, not proof of model identity. Luna-like inconclusive rounds count as suspected downgrades; other inconclusive and failed rounds are excluded. Samples do not verify individual customer requests.": "Experimental behavioral samples, not proof of model identity. Luna-like inconclusive rounds count as suspected downgrades; other inconclusive and failed rounds are excluded. Samples do not verify individual customer requests.",
+    "Expiration": "Срок действия",
     "Expiration Time": "Время истечения срока действия",
+    "Expiration time cannot be earlier than current time": "Время истечения не может быть раньше текущего времени",
     "expired": "истек",
     "Expired": "Просрочено",
     "Expired at": "Истекает",
     "Expired time cannot be earlier than current time": "Время истечения срока действия не может быть раньше текущего времени",
     "Expires": "Истекает",
+    "Expires {{time}}": "Истекает {{time}}",
     "Expires at": "Истекает",
     "Expires in": "До истечения",
+    "Export": "Экспорт",
+    "Export logs": "Экспорт журналов",
     "Export snapshot": "Экспорт снимка",
+    "Exported {{count}} logs": "Экспортировано записей: {{count}}",
     "Expose ratio API": "Интерфейс экспонирования коэффициента",
     "Exposes the pricing/models catalog in the top navigation.": "Отображает каталог цен/моделей в верхней навигации.",
     "Expression": "Выражение",
@@ -2327,6 +2580,7 @@
     "Failed to bind email": "Не удалось привязать email",
     "Failed to change password": "Не удалось изменить пароль",
     "Failed to check for updates": "Не удалось проверить обновления",
+    "Failed to check user bindings, please try again later": "Не удалось проверить привязки пользователей, повторите попытку позже",
     "Failed to clean logs": "Не удалось очистить логи",
     "Failed to complete order": "Не удалось завершить заказ",
     "Failed to complete Passkey login": "Не удалось завершить вход с Passkey",
@@ -2334,15 +2588,25 @@
     "Failed to contact GitHub releases API": "Не удалось связаться с API GitHub Releases",
     "Failed to copy": "Не удалось скопировать",
     "Failed to copy channel": "Не удалось скопировать канал",
+    "Failed to copy channel. Please try again later": "Не удалось скопировать канал. Попробуйте позже",
     "Failed to copy keys": "Не удалось скопировать ключи",
     "Failed to copy model names": "Не удалось скопировать названия моделей",
     "Failed to copy to clipboard": "Не удалось скопировать в буфер обмена",
+    "Failed to count channel types. Please try again later": "Не удалось подсчитать типы каналов. Попробуйте позже",
+    "Failed to count channels. Please try again later": "Не удалось подсчитать каналы. Попробуйте позже",
+    "Failed to count tags. Please try again later": "Не удалось подсчитать теги. Попробуйте позже",
     "Failed to create account": "Не удалось создать аккаунт",
     "Failed to create API key": "Не удалось создать API ключ",
     "Failed to create channel": "Не удалось создать канал",
+    "Failed to create default token": "Не удалось создать токен по умолчанию",
     "Failed to create deployment": "Не удалось создать развертывание",
+    "Failed to create order": "Не удалось создать заказ",
     "Failed to create provider": "Не удалось создать поставщика",
     "Failed to create redemption code": "Не удалось создать код активации",
+    "Failed to create redemption code, please try again later": "Не удалось создать код активации, попробуйте позже",
+    "Failed to create the administrator account: {{error}}": "Не удалось создать учётную запись администратора: {{error}}",
+    "Failed to create the Discovery request: {{error}}": "Не удалось создать запрос Discovery: {{error}}",
+    "Failed to create the plan product": "Не удалось создать продукт плана",
     "Failed to create user": "Не удалось создать пользователя",
     "Failed to delete {{count}} model(s)": "Не удалось удалить {{count}} моделей",
     "Failed to delete {{count}} redemption codes": "Не удалось удалить коды погашения: {{count}}",
@@ -2370,22 +2634,43 @@
     "Failed to enable channels": "Не удалось включить каналы",
     "Failed to enable model": "Не удалось включить модель",
     "Failed to enable tag channels": "Не удалось включить каналы тегов",
+    "Failed to encode Vertex AI key JSON: {{error}}": "Не удалось закодировать JSON ключа Vertex AI: {{error}}",
+    "Failed to export logs": "Не удалось экспортировать журналы",
     "Failed to fetch channel key": "Не удалось получить ключ канала",
+    "Failed to fetch channel. Please try again later": "Не удалось получить канал. Попробуйте позже",
+    "Failed to fetch channels with this tag. Please try again later": "Не удалось получить каналы с этим тегом. Попробуйте позже",
+    "Failed to fetch channels. Please try again later": "Не удалось получить список каналов. Попробуйте позже",
     "Failed to fetch checkin status": "Не удалось получить статус регистрации",
     "Failed to fetch deployment details": "Не удалось получить сведения о развертывании",
     "Failed to fetch models": "Не удалось получить модели",
+    "Failed to fetch models: {{error}}": "Не удалось получить модели: {{error}}",
     "Failed to fetch OIDC configuration. Please check the URL and network status": "Не удалось получить конфигурацию OIDC. Проверьте URL и состояние сети",
+    "Failed to fetch Ollama version: {{error}}": "Не удалось получить версию Ollama: {{error}}",
     "Failed to fetch reset credit details": "Не удалось получить сведения о сбросах лимита",
+    "Failed to fetch reset credit details. Please try again later": "Не удалось получить сведения о сбросах. Попробуйте позже",
+    "Failed to fetch tags. Please try again later": "Не удалось получить теги. Попробуйте позже",
+    "Failed to fetch the catalog": "Не удалось получить каталог",
+    "Failed to fetch the Discovery configuration: {{error}}": "Не удалось получить конфигурацию Discovery: {{error}}",
+    "Failed to fetch the product list": "Не удалось получить список продуктов",
     "Failed to fetch upstream prices": "Не удалось получить цены провайдера",
     "Failed to fetch upstream ratios": "Не удалось получить коэффициенты upstream",
     "Failed to fetch usage": "Не удалось получить данные об использовании",
+    "Failed to fetch usage. Please try again later": "Не удалось получить данные об использовании. Попробуйте позже",
     "Failed to fetch user information": "Не удалось получить данные пользователя",
     "Failed to fix abilities": "Не удалось восстановить согласованность каналов",
+    "Failed to generate default token": "Не удалось сгенерировать токен по умолчанию",
     "Failed to generate token": "Не удалось сгенерировать токен",
+    "Failed to get the channel information. Please contact the administrator": "Не удалось получить сведения о канале. Обратитесь к администратору",
+    "Failed to get the token count": "Не удалось получить количество токенов",
+    "Failed to get the user group": "Не удалось получить группу пользователя",
+    "Failed to get token from {{provider}}, please check settings": "Не удалось получить токен от {{provider}}, проверьте настройки",
+    "Failed to get user information": "Не удалось получить информацию о пользователе",
     "Failed to hide model from model square": "Не удалось скрыть модель в каталоге",
     "Failed to initialize OAuth": "Не удалось инициализировать OAuth",
     "Failed to initialize system": "Не удалось инициализировать систему",
+    "Failed to initialize the system: {{error}}": "Не удалось инициализировать систему: {{error}}",
     "Failed to load": "Не удалось загрузить",
+    "Failed to load access tokens": "Не удалось загрузить токены доступа",
     "Failed to load API keys": "Не удалось загрузить API ключи",
     "Failed to load artifacts": "Не удалось загрузить артефакты",
     "Failed to load audit records": "Не удалось загрузить аудит",
@@ -2411,19 +2696,28 @@
     "Failed to load setup status": "Не удалось загрузить статус настройки",
     "Failed to load SGLang status": "Не удалось загрузить состояние SGLang",
     "Failed to load tag data": "Не удалось загрузить данные тегов",
-    "Failed to load token status": "Не удалось загрузить состояние токена",
     "Failed to load users": "Не удалось загрузить пользователей",
     "Failed to load vendor": "Не удалось загрузить поставщика",
     "Failed to load vendors": "Не удалось загрузить поставщиков",
     "Failed to load vLLM status": "Не удалось загрузить состояние vLLM",
+    "Failed to parse appended keys: {{error}}": "Не удалось разобрать добавляемые ключи: {{error}}",
+    "Failed to parse credentials. Please check the channel configuration": "Не удалось разобрать учётные данные. Проверьте настройки канала",
     "Failed to parse group items": "Не удалось разобрать элементы группы",
     "Failed to parse JSON file: {{name}}": "Не удалось проанализировать файл JSON: {{name}}",
+    "Failed to parse the Discovery configuration: {{error}}": "Не удалось разобрать конфигурацию Discovery: {{error}}",
+    "Failed to parse tool price \"{{name}}\": {{error}}": "Не удалось разобрать цену инструмента «{{name}}»: {{error}}",
+    "Failed to parse tool prices: {{error}}": "Не удалось разобрать цены инструментов: {{error}}",
     "Failed to prepare pricing conversion": "Не удалось подготовить преобразование тарифа",
     "Failed to preview metadata": "Не удалось получить предпросмотр метаданных",
     "Failed to preview vendor changes": "Не удалось просмотреть изменения поставщиков",
     "Failed to query balance": "Не удалось запросить баланс",
+    "Failed to query channels": "Не удалось запросить каналы",
+    "Failed to query logs": "Не удалось получить журналы",
+    "Failed to query statistics": "Не удалось получить статистику",
+    "Failed to query the upstream task status": "Не удалось получить статус задачи в upstream",
     "Failed to refresh cache stats": "Не удалось обновить статистику кэша",
     "Failed to refresh credential": "Не удалось обновить учетные данные",
+    "Failed to refresh credentials. Please try again later": "Не удалось обновить учётные данные. Попробуйте позже",
     "Failed to regenerate backup codes": "Не удалось перегенерировать резервные коды",
     "Failed to register Passkey": "Не удалось зарегистрировать Passkey",
     "Failed to remove Passkey": "Не удалось удалить Passkey",
@@ -2432,23 +2726,33 @@
     "Failed to reset model ratios": "Не удалось сбросить коэффициенты модели",
     "Failed to reset Passkey": "Не удалось сбросить Passkey",
     "Failed to reset usage": "Не удалось сбросить использование",
+    "Failed to reset usage. Please try again later": "Не удалось сбросить использование. Попробуйте позже",
     "Failed to revoke token": "Не удалось отозвать токен",
     "Failed to save": "Не удалось сохранить",
     "Failed to save announcements": "Не удалось сохранить объявления",
     "Failed to save API info": "Не удалось сохранить информацию API",
+    "Failed to save backup codes": "Не удалось сохранить резервные коды",
+    "Failed to save configuration": "Не удалось сохранить настройки",
     "Failed to save FAQ": "Не удалось сохранить FAQ",
     "Failed to save model pricing": "Не удалось сохранить цены модели",
+    "Failed to save the demo site mode setting: {{error}}": "Не удалось сохранить настройку режима демо-сайта: {{error}}",
+    "Failed to save the self-use mode setting: {{error}}": "Не удалось сохранить настройку режима личного использования: {{error}}",
     "Failed to save Uptime Kuma groups": "Не удалось сохранить группы Uptime Kuma",
     "Failed to search API keys": "Не удалось найти API ключи",
     "Failed to search redemption codes": "Не удалось найти коды активации",
+    "Failed to search tokens": "Не удалось выполнить поиск токенов",
+    "Failed to search top-up records": "Не удалось найти записи пополнений",
     "Failed to search users": "Не удалось найти пользователей",
     "Failed to send reset email": "Не удалось отправить письмо для сброса пароля",
     "Failed to send verification code": "Не удалось отправить код подтверждения",
     "Failed to send verification email": "Не удалось отправить письмо с подтверждением",
     "Failed to set tag": "Не удалось установить тег",
+    "Failed to set the audio completion ratio: {{error}}": "Не удалось задать коэффициент аудиодополнения: {{error}}",
+    "Failed to set the audio ratio: {{error}}": "Не удалось задать коэффициент аудио: {{error}}",
+    "Failed to set the cache creation ratio: {{error}}": "Не удалось задать коэффициент создания кэша: {{error}}",
+    "Failed to set the image ratio: {{error}}": "Не удалось задать коэффициент изображений: {{error}}",
     "Failed to setup 2FA": "Не удалось настроить 2FA",
     "Failed to show model in model square": "Не удалось отобразить модель в каталоге",
-    "Fill a CLI template or add a blank rule.": "Заполните шаблон CLI или добавьте пустое правило.",
     "Failed to sign out other sessions": "Не удалось завершить другие сеансы",
     "Failed to sign out session": "Не удалось завершить сеанс",
     "Failed to start {{provider}} login": "Не удалось начать вход через {{provider}}",
@@ -2458,6 +2762,7 @@
     "Failed to start OIDC login": "Не удалось начать вход через OIDC",
     "Failed to start Passkey login": "Не удалось начать вход с Passkey",
     "Failed to start Passkey registration": "Не удалось начать регистрацию Passkey",
+    "Failed to start payment": "Не удалось начать оплату",
     "Failed to start Telegram binding": "Не удалось начать привязку Telegram",
     "Failed to start testing all channels": "Не удалось начать тестирование всех каналов",
     "Failed to start verification": "Не удалось начать проверку",
@@ -2489,10 +2794,16 @@
     "Fallback route": "Резервный маршрут",
     "Fallback tier": "Резервный уровень",
     "FAQ": "Часто задаваемые вопросы",
+    "FAQ #{{index}} answer cannot exceed 1000 characters": "Ответ в FAQ № {{index}} не может превышать 1000 символов",
+    "FAQ #{{index}} is missing the answer field": "В FAQ № {{index}} отсутствует поле ответа",
+    "FAQ #{{index}} is missing the question field": "В FAQ № {{index}} отсутствует поле вопроса",
+    "FAQ #{{index}} question cannot exceed 200 characters": "Вопрос в FAQ № {{index}} не может превышать 200 символов",
     "FAQ added. Click \"Save Settings\" to apply.": "FAQ добавлен. Нажмите \"Сохранить настройки\" чтобы применить.",
+    "FAQ cannot exceed 100 entries": "FAQ не может содержать более 100 записей",
     "FAQ deleted. Click \"Save Settings\" to apply.": "FAQ удалён. Нажмите \"Сохранить настройки\" чтобы применить.",
     "FAQ saved successfully": "FAQ сохранён успешно",
     "FAQ updated. Click \"Save Settings\" to apply.": "FAQ обновлён. Нажмите \"Сохранить настройки\" чтобы применить.",
+    "Fast response first": "Fast response first",
     "FastGPT": "FastGPT",
     "Feature in development": "Функция в разработке",
     "Fee": "Сбор",
@@ -2506,6 +2817,7 @@
     "Fetched {{count}} model(s) from upstream": "Получено {{count}} моделей из upstream",
     "Fetched {{count}} models": "Получено {{count}} моделей",
     "Fetched in your browser and placed in the source field below for review. GitHub and gist page URLs are rewritten to their raw URL automatically.": "Загружается браузером и помещается в поле кода ниже для проверки. URL страниц GitHub и gist автоматически преобразуются в raw URL.",
+    "Fetched successfully": "Успешно получено",
     "Fetching models...": "Получение моделей…",
     "Fetching plugin source...": "Загрузка кода плагина…",
     "Fetching prefill groups...": "Загрузка групп предварительного заполнения...",
@@ -2525,6 +2837,7 @@
     "File Search": "Поиск файлов",
     "File verification": "Проверка файла",
     "Files to Retain": "Файлов для хранения",
+    "Fill a CLI template or add a blank rule.": "Заполните шаблон CLI или добавьте пустое правило.",
     "Fill All Models": "Заполнить все модели",
     "Fill Codex CLI / Claude CLI Templates": "Заполнить шаблоны Codex CLI / Claude CLI",
     "Fill entire column": "Заполнить весь столбец",
@@ -2571,6 +2884,7 @@
     "Filter models by type, endpoint, vendor, group and tags": "Фильтровать модели по типу, точке доступа, поставщику, группе и тегам",
     "Filter models...": "Фильтровать модели...",
     "Filter plugins...": "Фильтр плагинов...",
+    "Filter related requests": "Filter related requests",
     "Filter the model analytics view by time range and user.": "Фильтруйте представление аналитики моделей по периоду и пользователю.",
     "Filter the traffic flow view by time range and user.": "Фильтруйте представление потока трафика по диапазону времени и пользователю.",
     "Filter...": "Фильтр...",
@@ -2578,11 +2892,15 @@
     "Filters active": "Фильтры активны",
     "Final Consumed": "Итоговое потребление",
     "Final cost = base × multiplier when conditions match": "Итоговая стоимость = база × множитель, если условия совпадают",
+    "Final multiplier": "Final multiplier",
+    "Final multipliers for all of this user’s keys. Zero is allowed. Removing an override restores the normal billing rules. Save separately below.": "Final multipliers for all of this user’s keys. Zero is allowed. Removing an override restores the normal billing rules. Save separately below.",
     "Final price multiplier (0.95 = 5% discount": "Конечный множитель цены (0.95 = скидка 5%",
     "Finance": "Финансы",
     "Find": "Найти",
     "Find the billing group.": "Определите тарифную группу.",
     "Find the ratio.": "Определите коэффициент.",
+    "Fingerprint matched": "Fingerprint matched",
+    "Finish reordering": "Завершить сортировку",
     "Finish Time": "Время завершения",
     "Finished requests": "Завершённые запросы",
     "First API request": "Первый API-запрос",
@@ -2594,6 +2912,7 @@
     "Fixed": "Исправлено",
     "Fixed abilities: {{success}} succeeded, {{fails}} failed": "Согласованность каналов восстановлена: успешно {{success}}, ошибок {{fails}}",
     "Fixed channel constraint": "Ограничение фиксированного канала",
+    "Fixed channel not found": "Fixed channel not found",
     "Fixed fee per request": "Фиксированная плата за запрос",
     "Fixed price": "Фиксированная цена",
     "Fixed price (USD)": "Фиксированная цена (USD)",
@@ -2623,11 +2942,14 @@
     "footer.columns.related.links.oneApi": "Один API",
     "footer.columns.related.title": "Связанные проекты",
     "footer.defaultCopyright": "Все права защищены.",
-    "footer.newapi.projectAttributionSuffix": "Все права защищены. Разработано участниками проекта.",
+    "footer.new\u0061pi.projectAttributionSuffix": "Все права защищены. Разработано участниками проекта.",
     "For advanced custom channels this applies only to /v1/responses routes without protocol conversion.": "Для расширенных пользовательских каналов это действует только для маршрутов /v1/responses без преобразования протокола.",
+    "For Astra requests, skip groups whose latest valid fingerprint in the last 6 hours is non-Astra and continue through the group pool. Groups with no valid result remain eligible.": "For Astra requests, skip groups whose latest valid fingerprint in the last 6 hours is non-Astra and continue through the group pool. Groups with no valid result remain eligible.",
+    "For Astra requests, skip groups whose latest valid fingerprint or pelican result indicates degradation. Failed checks do not replace valid results; each check must recover or be reset. Groups with no valid result remain eligible.": "For Astra requests, skip groups whose latest valid fingerprint or pelican result indicates degradation. Failed checks do not replace valid results; each check must recover or be reset. Groups with no valid result remain eligible.",
+    "For Astra requests, skip groups whose latest valid fingerprint or vision result indicates degradation. Failed checks do not replace valid results; each check must recover or be reset. Groups with no valid result remain eligible.": "For Astra requests, skip groups whose latest valid fingerprint or vision result indicates degradation. Failed checks do not replace valid results; each check must recover or be reset. Groups with no valid result remain eligible.",
     "For channels added after May 10, 2025, no need to remove \".\" from model names during deployment": "Для каналов, добавленных после 10 мая 2025 г., не нужно удалять \".\" из имён моделей при развёртывании",
     "For private deployments, format: https://fastgpt.run/api/openapi": "Для частных развертываний, формат: https://fastgpt.run/api/openapi",
-    "For security, existing access tokens cannot be displayed. Regenerate only when you need a new token.": "В целях безопасности существующие токены доступа нельзя просмотреть повторно. Создавайте новый токен только при необходимости.",
+    "For reference only: insufficient request samples may cause very large errors in the average charge.": "For reference only: insufficient request samples may cause very large errors in the average charge.",
     "For this channel, map the model name in client requests to the model name sent upstream.": "Для этого канала сопоставьте имя модели в запросе клиента с именем модели, отправляемым провайдеру.",
     "For this website, you can enter: {{domain}}": "Для этого сайта можно указать: {{domain}}",
     "Force a syntactically valid JSON response": "Принудительно возвращать синтаксически корректный JSON",
@@ -2676,6 +2998,7 @@
     "Full width": "Полная ширина",
     "Function calling": "Вызов функций",
     "Functions": "Функции",
+    "Fuzzy search keywords must be at least 2 characters long": "Ключевые слова для нечёткого поиска должны содержать не менее 2 символов",
     "Gateways": "Шлюзы",
     "GC Count": "Кол-во GC",
     "GC executed": "GC выполнен",
@@ -2683,14 +3006,13 @@
     "Gemini": "Gemini",
     "Gemini and OpenAI audio prices differ for this model. Use separate billing model names to convert them.": "У этой модели разные аудиотарифы для Gemini и OpenAI. Для преобразования используйте отдельные имена расчётных моделей.",
     "Gemini Generate Content to OpenAI Chat": "Gemini Generate Content в OpenAI Chat",
+    "Gemini Generate Content to OpenAI Responses": "Gemini Generate Content в OpenAI Responses",
     "Gemini Image 4K": "Gemini Image 4K",
     "Gemini only": "Только Gemini",
     "Gemini will continue to auto-detect thinking mode even with the adapter disabled. Enable this only when you need finer control over pricing and budgeting.": "Gemini продолжит автоматически определять режим мышления, даже если адаптер отключен. Включайте это только тогда, когда вам нужен более тонкий контроль над ценообразованием и бюджетированием.",
     "General": "Общие",
     "General Settings": "Общие настройки",
     "Generate": "Создать",
-    "Generate and manage your API access token": "Генерировать и управлять вашим токеном доступа API",
-    "Generate Doubao Seedance videos through Volcengine Ark": "Генерация видео Doubao Seedance через Volcengine Ark",
     "Generate Lyrics": "Создать текст песни",
     "Generate Midjourney images through MjProxy": "Генерация изображений Midjourney через MjProxy",
     "Generate Midjourney images through MjProxyPlus": "Генерация изображений Midjourney через MjProxyPlus",
@@ -2699,8 +3021,6 @@
     "Generate new backup codes for account recovery": "Сгенерировать новые резервные коды для восстановления аккаунта",
     "Generate New Codes": "Сгенерировать новые коды",
     "Generate tokens from the Tokens page; you can scope them to specific models, groups, IPs, and rate-limits.": "Создавайте токены на странице «Токены». Их можно ограничить моделями, группами, IP и лимитами частоты.",
-    "Generated": "Создан",
-    "Generated a system access token": "Создан системный токен доступа",
     "Generated image": "Сгенерированное изображение",
     "Generating new codes will invalidate all existing backup codes.": "Генерация новых кодов аннулирует все существующие резервные коды.",
     "Generating...": "Создание...",
@@ -2708,11 +3028,11 @@
     "Generation was interrupted": "Генерация была прервана",
     "Generic cache": "Общий кэш",
     "Get advice": "Получить совет",
-    "Get notified when balance falls below this value": "Получать уведомления, когда баланс опускается ниже этого значения",
     "Get one here": "Получить здесь",
     "Get started": "Начало работы",
     "Get Started": "Начать",
     "GitHub": "GitHub",
+    "GitHub ID is empty!": "GitHub ID не указан!",
     "GitHub rate limit reached. Try again later.": "Достигнут лимит запросов GitHub. Повторите попытку позже.",
     "Give the group a recognizable name and optional description.": "Дайте группе узнаваемое имя и необязательное описание.",
     "Give this group a recognizable name.": "Дайте этой группе узнаваемое имя.",
@@ -2737,9 +3057,12 @@
     "Go to settings": "Перейти к настройкам",
     "Go to Settings": "Перейти к настройкам",
     "Good": "Хорошо",
+    "Got it": "Понятно",
     "Gotify Application Token": "Токен приложения Gotify",
     "Gotify Documentation": "Документация Gotify",
     "Gotify Server URL": "URL-адрес сервера Gotify",
+    "Gotify server URL cannot be empty": "Адрес сервера Gotify не может быть пустым",
+    "Gotify token cannot be empty": "Токен Gotify не может быть пустым",
     "gpt-3.5-turbo": "gpt-3.5-turbo",
     "gpt-3.5-turbo-0125": "gpt-3.5-turbo-0125",
     "gpt-4": "gpt-4",
@@ -2755,7 +3078,20 @@
     "Group": "Группа",
     "Group {{path}}": "Группа {{path}}",
     "Group & Quota": "Группа и квота",
+    "Group #{{index}} category name cannot exceed 50 characters": "Название категории группы № {{index}} не может превышать 50 символов",
+    "Group #{{index}} category name duplicates another group": "Название категории группы № {{index}} совпадает с другой группой",
+    "Group #{{index}} contains disallowed content": "Группа № {{index}} содержит недопустимое содержимое",
+    "Group #{{index}} description cannot exceed 200 characters": "Описание группы № {{index}} не может превышать 200 символов",
+    "Group #{{index}} has a URL that cannot be parsed: {{error}}": "Группа № {{index}}: не удаётся разобрать URL: {{error}}",
+    "Group #{{index}} has an invalid URL format": "Группа № {{index}}: неверный формат URL",
+    "Group #{{index}} is missing the category name field": "В группе № {{index}} отсутствует поле названия категории",
+    "Group #{{index}} is missing the slug field": "В группе № {{index}} отсутствует поле slug",
+    "Group #{{index}} is missing the URL field": "В группе № {{index}} отсутствует поле URL",
+    "Group #{{index}} slug can only contain letters, numbers, underscores and hyphens": "Slug группы № {{index}} может содержать только буквы, цифры, подчёркивания и дефисы",
+    "Group #{{index}} slug cannot exceed 100 characters": "Slug группы № {{index}} не может превышать 100 символов",
+    "Group #{{index}} URL cannot exceed 500 characters": "URL группы № {{index}} не может превышать 500 символов",
     "Group added. Click \"Save Settings\" to apply.": "Группа добавлена. Нажмите \"Сохранить настройки\", чтобы применить.",
+    "Group blacklist": "Исключённые группы",
     "Group channels by tag for batch operations": "Группировать каналы по тегу для пакетных операций",
     "Group config overrides global limits, shares the same period": "Конфигурация группы переопределяет глобальные лимиты, использует тот же период",
     "Group deleted. Click \"Save Settings\" to apply.": "Группа удалена. Нажмите \"Сохранить настройки\", чтобы применить.",
@@ -2765,15 +3101,21 @@
     "Group is required": "Группа обязательна",
     "Group name": "Имя группы",
     "Group Name": "Имя группы",
+    "Group name already exists": "Имя группы уже существует",
+    "Group name and type cannot be empty": "Имя и тип группы не могут быть пустыми",
     "Group name cannot be changed when editing.": "Имя группы нельзя изменить при редактировании.",
+    "Group pool": "Group pool",
     "Group prices cannot be expanded because this expression is not a standard tiered pricing expression.": "Цены по группам нельзя развернуть, потому что это не стандартное выражение тарифов по уровням.",
     "Group Pricing": "Тарификация групп",
-    "How a session is identified and which channel it keeps.": "Как определяется сессия и какой канал она сохраняет.",
     "Group pricing usage guide": "Руководство по групповой тарификации",
     "group ratio": "коэффициент группы",
     "Group Ratio": "Групповой коэффициент",
     "Group ratios": "Соотношения группы",
+    "Group settings": "Настройки групп",
+    "Group Status": "Group Status",
+    "Group tags": "Group tags",
     "Group updated. Click \"Save Settings\" to apply.": "Группа обновлена. Нажмите \"Сохранить настройки\", чтобы применить.",
+    "Group visibility": "Видимость групп",
     "Group-based rate limits": "Лимиты скорости на основе групп",
     "Group:": "Группа:",
     "Group: {{ratio}}x": "Группа: {{ratio}}x",
@@ -2799,6 +3141,7 @@
     "Header Name": "Имя заголовка",
     "Header navigation": "Навигация по заголовку",
     "Header Override": "Переопределение заголовка",
+    "Header override must be valid JSON format": "Переопределение заголовков должно быть в валидном формате JSON",
     "Header Passthrough (X-Request-Id)": "Проброс заголовка (X-Request-Id)",
     "Header Value (supports string or JSON mapping)": "Значение заголовка (строка или JSON-маппинг)",
     "header. Anthropic-formatted endpoints accept the": ". Эндпоинты формата Anthropic вместо этого принимают",
@@ -2820,6 +3163,7 @@
     "Hide sensitive data": "Скрыть конфиденциальные данные",
     "Hide setup guide": "Скрыть руководство по настройке",
     "High Performance": "Высокая производительность",
+    "High throughput first": "Высокая пропускная способность",
     "High-risk operation confirmation": "Подтверждение высокорисковой операции",
     "High-risk status code retry confirmation text": "Я понимаю риски многократного списания и сбоя и подтверждаю включение",
     "High-risk status code retry input mismatch": "Введённый текст не совпадает с требуемым.",
@@ -2833,6 +3177,7 @@
     "Historical capitalization": "Исторический регистр",
     "Historical tokens": "Предыдущие токены",
     "Historical Usage": "История использования",
+    "History": "History",
     "History of MjProxy-style image tasks.": "История задач генерации изображений в стиле MjProxy.",
     "Hit criteria: If cached tokens exist in usage, it counts as a hit.": "Критерий попадания: если в usage есть кэшированные токены, это считается попаданием.",
     "Hit Rate": "Частота попаданий",
@@ -2848,6 +3193,7 @@
     "Hourly token usage by model over the past 24 hours": "Почасовое использование токенов по моделям за последние 24 часа",
     "hours": "часов",
     "How a call is priced": "Как рассчитывается стоимость вызова",
+    "How a session is identified and which channel it keeps.": "Как определяется сессия и какой канал она сохраняет.",
     "How client credentials are sent to the token endpoint": "Как учетные данные клиента отправляются на конечную точку токена",
     "How frequently the system checks auto-disabled channels for recovery": "Как часто система проверяет автоматически отключенные каналы для восстановления",
     "How frequently the system tests all channels": "Как часто система тестирует все каналы",
@@ -2863,6 +3209,7 @@
     "How will you use the platform?": "Как вы будете использовать платформу?",
     "HTTP Protocol": "HTTP-протокол",
     "HTTP protocol must be Auto or HTTP/1.1": "HTTP-протокол должен быть Auto или HTTP/1.1",
+    "HTTP status": "HTTP status",
     "HTTP/1.1": "HTTP/1.1",
     "HTTP/2 Connection Shards": "Шарды соединений HTTP/2",
     "HTTP/2 connection shards are unavailable when HTTP/1.1 is selected.": "Шарды соединений HTTP/2 недоступны при выборе HTTP/1.1.",
@@ -2893,12 +3240,17 @@
     "I have read and agree to the": "Я прочитал и согласен с",
     "I have read and understood the above compliance reminder": "Я прочитал и понял приведенное выше напоминание о соответствии",
     "I have read and understood the above compliance reminder, acknowledge the related legal risks, and confirm that I bear legal responsibility arising from deployment, operation, and charging behavior.": "Я прочитал и понял приведенное выше напоминание о соответствии, признаю связанные правовые риски и подтверждаю, что несу юридическую ответственность за развертывание, эксплуатацию и взимание платы.",
+    "I understand": "I understand",
     "I understand that disabling 2FA removes its authenticator and backup codes.": "Я понимаю, что отключение 2FA удалит привязку приложения-аутентификатора и резервные коды.",
     "I understand that disabling 2FA will remove all protection and backup codes": "Я понимаю, что отключение 2FA удалит всю защиту и резервные коды",
+    "I understand the charges, enable and save": "I understand the charges, enable and save",
     "Icon": "Значок",
     "Icon file must be 100 KB or smaller": "Файл иконки должен быть не более 100 КБ",
     "Icon identifier (e.g. github, gitlab)": "Идентификатор иконки (например, github, gitlab)",
     "ID": "ID",
+    "ID is empty": "ID не указан",
+    "ID is empty!": "ID не указан!",
+    "Identifier source": "Identifier source",
     "If an upstream error contains any of these keywords (case insensitive), the channel will be disabled automatically.": "Если ошибка вышестоящего уровня содержит любое из этих ключевых слов (без учета регистра), канал будет автоматически отключен.",
     "If authorization succeeds, the generated JSON will be inserted into the key field. You still need to save the channel to persist it.": "При успешной авторизации сгенерированный JSON будет вставлен в поле ключа. Сохраните канал, чтобы применить изменения.",
     "If connecting to upstream One API or New API relay projects, use OpenAI type instead unless you know what you are doing": "При подключении к upstream One API или проектам-ретрансляторам New API используйте тип OpenAI, если только вы точно знаете, что делаете",
@@ -2918,10 +3270,12 @@
     "Image Cache": "Кэш изображений",
     "Image cache input price": "Цена ввода изображений из кэша",
     "Image count": "Количество изображений",
+    "Image count {{count}}": "Количество изображений {{count}}",
     "Image Generation": "Генерация изображений",
     "Image In": "Вход изображения",
     "Image input": "Ввод изображения",
     "Image input price": "Цена входного изображения",
+    "Image input unavailable": "Ввод изображений недоступен",
     "Image not available": "Изображение недоступно",
     "Image Out": "Выход изображения",
     "Image output price": "Цена выходного изображения",
@@ -2940,6 +3294,7 @@
     "In Progress": "Выполняется",
     "In the visual editor these appear as Extra visible and Hidden. In JSON, +: (or no prefix) adds a group and -: removes one.": "В визуальном редакторе это отображается как «Дополнительно видимая» и «Скрыта». В JSON префикс +: (или его отсутствие) добавляет группу, а -: удаляет её.",
     "In:": "Вх:",
+    "Inactive disk cache cleared": "Неактивный дисковый кэш очищен",
     "incident": "инцидент",
     "incidents": "инцидентов",
     "Incidents": "Инциденты",
@@ -2950,6 +3305,7 @@
     "Include name": "Включить название",
     "Include quota": "Включить квоту",
     "Include Rule Name": "Включить имя правила",
+    "Includes changes that require security verification, such as password, two-factor settings, and account deletion.": "Включает изменения, требующие подтверждения безопасности, например пароль, настройки двухфакторной аутентификации и удаление аккаунта.",
     "Includes request rules": "Включает правила запросов",
     "Includes tool-call surcharge": "Включает доплату за вызов инструмента",
     "Including failed requests, 0 = unlimited": "Включая неудачные запросы, 0 = без ограничений",
@@ -2959,6 +3315,8 @@
     "Incoming path must not include query": "Входящий путь не должен содержать query",
     "Incoming path must start with /": "Входящий путь должен начинаться с /",
     "Incomplete": "Не завершено",
+    "Incomplete capability": "Неполная функциональность",
+    "Inconclusive sample": "Inconclusive sample",
     "Increase quota for user “{{name}}”": "Увеличить квоту пользователя «{{name}}»",
     "Increase user quota": "Увеличить квоту пользователя",
     "Increased user quota by {{quota}}": "Квота пользователя увеличена на {{quota}}",
@@ -2966,8 +3324,10 @@
     "Index request failed with HTTP {{status}}": "Запрос индекса завершился ошибкой HTTP {{status}}",
     "Index URL": "URL индекса",
     "Information unavailable": "Информация недоступна",
+    "Inherit global Auto": "Inherit global Auto",
     "Inherit global Auto order": "Наследовать глобальный порядок Auto",
     "Inherit global default": "Наследовать общий режим",
+    "Inherit user group": "Inherit user group",
     "Inherit vendor icon": "Использовать иконку поставщика",
     "Inherited": "Наследуется",
     "Inherited from {{vendor}}": "От поставщика {{vendor}}",
@@ -2979,18 +3339,24 @@
     "Initializing…": "Инициализация…",
     "Inpaint": "Инпейнтинг",
     "Input": "Ввод",
+    "Input / Output / Cache": "Input / Output / Cache",
     "Input mode": "Режим ввода",
+    "Input pre-consume multiplier": "Множитель предсписания за ввод",
     "Input price": "Цена входа",
     "Input price is required before saving dependent prices.": "Перед сохранением зависимых цен укажите входную цену.",
+    "Input Price: High to Low": "Цена ввода: от высокой к низкой",
+    "Input Price: Low to High": "Цена ввода: от низкой к высокой",
     "Input token rate": "Скорость входных токенов",
     "Input tokens": "Входные токены",
     "Input Tokens": "Входные токены",
+    "Insert a new priority tier": "Новый уровень приоритета",
     "Inset": "Встроенная",
     "Inspect requests, errors, and billing details": "Проверяйте запросы, ошибки и детали оплаты",
     "Inspect user prompts": "Просмотр запросов пользователя",
     "Install": "Установить",
     "Install {{name}}": "Установка {{name}}",
     "Install and enable": "Установить и включить",
+    "Install, configure, test, and remove task plugins.": "Установка, настройка, проверка и удаление плагинов задач.",
     "Installed": "Установленные",
     "Installed {{name}} v{{version}}": "{{name}} v{{version}} установлен",
     "Installed v{{from}} → marketplace v{{to}}": "Установлено v{{from}} → магазин v{{to}}",
@@ -3014,13 +3380,30 @@
     "Interval must be at least 1 minute": "Интервал должен быть не менее 1 минуты",
     "Invalid (NaN)": "Недопустимо (NaN)",
     "Invalid adjustment parameters": "Недопустимые параметры изменения квоты",
+    "Invalid announcements format: {{error}}": "Неверный формат объявлений: {{error}}",
+    "Invalid API info format: {{error}}": "Неверный формат информации об API: {{error}}",
+    "Invalid authorization code": "Недействительный код авторизации",
+    "Invalid Bark push URL": "Недопустимый URL push-уведомлений Bark",
+    "Invalid billing expression for model {{model}}: {{error}}": "Недопустимое выражение тарификации для модели {{model}}: {{error}}",
     "Invalid channel header override": "Некорректное переопределение заголовков канала",
+    "Invalid channel ID": "Неверный ID канала",
+    "Invalid channel priority move": "Недопустимое изменение приоритета канала",
     "Invalid channel proxy": "Некорректная настройка прокси канала",
+    "Invalid channel settings format: {{error}}": "Неверный формат настроек канала: {{error}}",
     "Invalid chat link. Please contact the administrator.": "Неверная ссылка на чат. Пожалуйста, обратитесь к администратору.",
     "Invalid chat link. Please contact your administrator.": "Недействительная ссылка чата. Обратитесь к администратору.",
     "Invalid code": "Неверный код",
+    "Invalid Discovery URL. Only http and https are supported": "Недопустимый Discovery URL. Поддерживаются только http и https",
+    "Invalid email address": "Недопустимый адрес электронной почты",
     "Invalid expression syntax": "Недопустимый синтаксис выражения",
+    "Invalid FAQ format: {{error}}": "Неверный формат FAQ: {{error}}",
+    "Invalid Gotify server URL": "Недопустимый адрес сервера Gotify",
+    "Invalid group blacklist": "Недопустимый список исключённых групп",
+    "Invalid group pool or model rule": "Invalid group pool or model rule",
+    "Invalid ID": "Недопустимый ID",
     "Invalid inference server address": "Недопустимый адрес сервера вывода",
+    "Invalid input": "Недопустимые входные данные",
+    "Invalid input {{error}}": "Недопустимые входные данные {{error}}",
     "Invalid items format": "Неверный формат элементов",
     "Invalid JSON": "Некорректный JSON",
     "Invalid JSON format": "Неверный формат JSON",
@@ -3028,11 +3411,19 @@
     "Invalid JSON in parameter override template": "Недопустимый JSON в шаблоне переопределения параметров",
     "Invalid JSON string.": "Недопустимая строка JSON.",
     "Invalid model mapping format": "Неверный формат сопоставления моделей",
+    "Invalid parameters": "Недопустимые параметры",
     "Invalid Passkey domain. Enter a domain without a scheme, port, path or wildcard.": "Недопустимый домен ключа доступа. Введите домен без протокола, порта, пути и подстановочных символов.",
+    "Invalid Passkey login state": "Недопустимое состояние входа по Passkey",
     "Invalid Passkey registration response": "Неверный ответ на регистрацию Passkey",
     "Invalid Passkey response": "Недопустимый ответ Passkey",
+    "Invalid Passkey verification request": "Недопустимый запрос проверки Passkey",
     "Invalid payment redirect URL": "Недопустимый URL перенаправления для оплаты",
     "Invalid pricing value": "Недопустимое значение цены",
+    "Invalid provider ID": "Недопустимый ID поставщика",
+    "Invalid request": "Недопустимый запрос",
+    "Invalid request body.": "Недопустимое тело запроса.",
+    "Invalid request parameter format": "Неверный формат параметров запроса",
+    "Invalid request parameters: {{error}}": "Недопустимые параметры запроса: {{error}}",
     "Invalid reset link, please request a new password reset": "Недействительная ссылка для сброса пароля, пожалуйста, запросите сброс пароля заново",
     "Invalid reset link, please request a new password reset.": "Недействительная ссылка для сброса, пожалуйста, запросите новый сброс пароля.",
     "Invalid response": "Некорректный ответ",
@@ -3040,12 +3431,21 @@
     "Invalid status code mapping entries: {{entries}}": "Недопустимые записи маппинга кодов состояния: {{entries}}",
     "Invalid status code rules": "Недопустимые правила кодов состояния",
     "Invalid status code rules: {{tokens}}": "Недопустимые правила кодов состояния: {{tokens}}",
+    "Invalid subscription ID": "Недопустимый ID подписки",
+    "Invalid top-up amount": "Недопустимая сумма пополнения",
+    "Invalid top-up quota": "Недопустимая квота пополнения",
+    "Invalid Uptime Kuma group settings format: {{error}}": "Неверный формат настроек групп Uptime Kuma: {{error}}",
+    "Invalid user ID": "Недопустимый ID пользователя",
     "Invalid vLLM server address": "Некорректный адрес сервера vLLM",
+    "Invalid warning type": "Недопустимый тип предупреждения",
+    "Invalid Webhook URL": "Недопустимый адрес Webhook",
     "Invalidate": "Аннулировать",
     "Invalidated": "Аннулирована",
     "Invert match": "Инвертировать совпадение",
     "Invitation Code": "Код приглашения",
+    "Invitation code bonus {{quota}}": "Бонус за код приглашения {{quota}}",
     "Invitation Quota": "Квота приглашений",
+    "Invitation quota is insufficient!": "Недостаточно квоты за приглашения!",
     "Invite Info": "Информация о приглашении",
     "Invited": "Приглашен",
     "Invited {{count}} users": "Приглашено: {{count}}",
@@ -3053,9 +3453,11 @@
     "Invited Users": "Приглашенные пользователи",
     "Invitee Reward": "Награда приглашенному",
     "Inviter": "Пригласивший",
+    "Inviter ID: {{id}}": "ID пригласившего: {{id}}",
     "Inviter Reward": "Награда приглашающему",
     "Invites": "Приглашения",
     "Invoke developer-defined functions with structured arguments": "Вызывать заданные разработчиком функции со структурированными аргументами",
+    "InvokeModel (legacy)": "InvokeModel (прежний API)",
     "io.net API Key": "Ключ API io.net",
     "io.net Deployments": "Развертывания io.net",
     "IP": "IP",
@@ -3065,7 +3467,6 @@
     "IP Whitelist (supports CIDR)": "Белый список IP (поддерживает CIDR)",
     "IP: {{ip}} · Method: {{method}}": "IP: {{ip}} · Способ: {{method}}",
     "is less than the configured maximum cache size": "меньше настроенного максимального размера кэша",
-    "Later requests follow the new channel.": "Последующие запросы используют новый канал.",
     "is the default price; ": "— цена по умолчанию; ",
     "It seems like the page you're looking for": "Похоже, страница, которую вы ищете",
     "Items": "Элементы",
@@ -3073,6 +3474,7 @@
     "JavaScript file": "Файл JavaScript",
     "Jimeng": "Jimeng",
     "Jina": "Jina",
+    "Join the same priority tier": "Присоединиться к тому же уровню приоритета",
     "JSON": "JSON",
     "JSON array of group identifiers. When enabled below, new tokens rotate through this list.": "Массив JSON идентификаторов групп. Если включено ниже, новые токены будут циклически перебираться по этому списку.",
     "JSON Editor": "Редактирование JSON",
@@ -3104,14 +3506,20 @@
     "Keep original value": "Сохранить исходное значение",
     "Keep original value (skip if target exists)": "Сохранить исходное значение (пропустить если цель существует)",
     "Keep the domains used by existing Passkeys, one per line. If the primary domain changed from www.example.com to example.com, enter www.example.com here.": "Укажите домены существующих ключей доступа, по одному на строку. Если основной домен изменился с www.example.com на example.com, сохраните здесь www.example.com.",
+    "Keep the names users call; change what is sent upstream.": "Сохраните имена для пользователей и измените имена, отправляемые провайдеру.",
     "Keep the platform ready": "Поддерживайте платформу в готовности",
     "Keep the session binding when the channel is unavailable": "Сохранять привязку, если канал недоступен",
     "Keep this above 1 minute to avoid heavy database load": "Держите это значение выше 1 минуты, чтобы избежать высокой нагрузки на базу данных",
     "Keep this vendor": "Сохранить этого поставщика",
+    "Keep upstream names; choose what users call.": "Сохраните имена у провайдера и задайте имена для пользователей.",
     "Keep-alive Ping": "Пинг Keep-alive",
     "Keeps compatible responses more repeatable": "Делает совместимые ответы более воспроизводимыми",
     "Key": "Ключ",
+    "Key deleted": "Ключ удалён",
+    "Key disabled": "Ключ отключён",
+    "Key enabled": "Ключ включён",
     "Key Fingerprint": "Отпечаток ключа",
+    "Key index out of range": "Индекс ключа вне диапазона",
     "Key Sources": "Источники ключей",
     "Key Summary": "Сводка ключа",
     "Key Update Mode": "Режим обновления ключа",
@@ -3126,8 +3534,11 @@
     "Language preference saved": "Языковая настройка сохранена",
     "Language Preferences": "Языковые настройки",
     "Language preferences sync across your signed-in devices and affect API error messages.": "Языковые настройки синхронизируются на всех ваших устройствах после входа и влияют на язык сообщений об ошибках API.",
+    "Last 18 checks": "Last 18 checks",
+    "Last 24 hours, all users. Actual charges divided by total input and output tokens. Historical average, not a price quote.": "Last 24 hours, all users. Actual charges divided by total input and output tokens. Historical average, not a price quote.",
     "Last 24h usage": "Расход за 24ч",
     "Last 30 days uptime": "Доступность за 30 дней",
+    "Last 6 hours": "Last 6 hours",
     "Last active {{time}} · Expires {{expires}}": "Последняя активность: {{time}} · Истекает: {{expires}}",
     "Last check time": "Время последней проверки",
     "Last detected addable models": "Последние обнаруженные модели для добавления",
@@ -3137,14 +3548,16 @@
     "Last Tested": "Последняя проверка",
     "Last updated": "Последнее обновление",
     "Last updated:": "Последнее обновление:",
-    "Last used": "Последнее использование",
     "Last Used": "Последнее использование",
-    "Last used IP": "Последний IP",
+    "Last used {{time}}": "Последнее использование {{time}}",
     "Last used:": "Последнее использование:",
     "Latency": "Задержка",
     "Latency check": "Проверка задержки",
     "Latency short": "Зад.",
     "Latency trend (last 24h)": "Тренд задержки (за 24 часа)",
+    "Later": "Позже",
+    "Later requests follow the new channel.": "Последующие запросы используют новый канал.",
+    "Latest 30 valid calls per model; first-token time uses streaming calls. Model tests fill missing samples. Throughput is output tokens divided by total request time.": "Среднее последних 30 действительных вызовов каждой модели; время первого токена — по потоковым вызовам. Недостающие данные заменяются тестами модели. Пропускная способность = выходные токены / полное время запроса.",
     "Latest platform updates and notices": "Последние обновления и уведомления платформы",
     "Latest version": "Последняя версия",
     "Lavender Dream": "Лавандовая мечта",
@@ -3169,15 +3582,19 @@
     "Leave empty to use account email": "Оставьте пустым, чтобы использовать электронную почту учетной записи",
     "Leave empty to use default": "Оставьте пустым для использования по умолчанию",
     "Leave empty to use system temp directory": "Оставьте пустым для системного временного каталога",
+    "Leave empty to use the site default ({{amount}})": "Оставьте пустым, чтобы использовать значение сайта по умолчанию ({{amount}})",
     "Leave empty to use username": "Оставьте пустым, чтобы использовать имя пользователя",
     "Leave the final split empty as the fallback for models not matched above.": "Оставьте последний маршрут пустым как резервный для моделей, не совпавших выше.",
     "Leave this empty only for the final fallback split; it catches client models not matched above.": "Оставляйте пустым только последнюю резервную ветку; она принимает модели клиента, не совпавшие выше.",
     "Left to Right": "Слева направо",
+    "Legacy access tokens have been retired. Create a new access token in security settings": "Устаревшие токены доступа отключены. Создайте новый токен доступа в настройках безопасности",
+    "Legacy Astra model guard (deprecated)": "Legacy Astra model guard (deprecated)",
     "Legacy Format (JSON Object)": "Старый формат (JSON-объект)",
     "Legacy format must be a JSON object": "Старый формат должен быть JSON-объектом",
     "Legacy Format Template": "Шаблон старого формата",
     "Legacy full-URL integration; use Advanced Custom for new channels": "Устаревшее подключение по полному URL; для новых каналов используйте «Расширенный пользовательский»",
     "Legacy pricing is deprecated. Convert the current prices to an expression draft, then save to apply it.": "Старый режим тарификации устарел. Преобразуйте текущие цены в черновик выражения и сохраните для применения.",
+    "Legacy token": "Устаревший токен",
     "Legal": "Юриспруденция",
     "Less": "Меньше",
     "Less than": "Меньше",
@@ -3199,6 +3616,7 @@
     "Linked account": "Привязанный аккаунт",
     "Linked models": "Связанные модели",
     "Linked records are counted once. Matching rules show their covered models separately.": "Каждая связанная запись учитывается один раз. Модели, охваченные правилами, считаются отдельно.",
+    "Linux DO trust level does not meet the minimum required by administrator": "Уровень доверия Linux DO ниже минимального, установленного администратором",
     "LinuxDO": "LinuxDO",
     "LinuxDO Client ID": "ID клиента LinuxDO",
     "LinuxDO Client Secret": "Секрет клиента LinuxDO",
@@ -3208,6 +3626,11 @@
     "List view": "Вид списка",
     "Listing also depends on metadata visibility and the user’s group access.": "Отображение также зависит от настроек видимости метаданных и доступа пользователя к группам.",
     "Listing hidden": "Скрыто",
+    "Live group status and ModelTrace fingerprints.": "Live group status and ModelTrace fingerprints.",
+    "Live group status, model fingerprints and recent pelican works.": "Live group status, model fingerprints and recent pelican works.",
+    "Live group status, model fingerprints and recent vision works.": "Live group status, model fingerprints and recent vision works.",
+    "Live group status, ModelTrace fingerprints and auxiliary Meow benchmarks.": "Live group status, ModelTrace fingerprints and auxiliary Meow benchmarks.",
+    "Live group status, ModelTrace fingerprints and candy tests.": "Live group status, ModelTrace fingerprints and candy tests.",
     "Live refresh pauses when no task is running": "Автообновление приостанавливается, когда нет выполняемых задач",
     "LLM Leaderboard": "Рейтинг LLM",
     "LLM prompt helper": "Помощник с промптом для LLM",
@@ -3216,6 +3639,7 @@
     "Load template...": "Загрузить шаблон...",
     "Loader": "Загрузчик",
     "Loading": "Загрузка",
+    "Loading API key settings. The empty fields below are not the saved configuration.": "Loading API key settings. The empty fields below are not the saved configuration.",
     "Loading channel details": "Загрузка сведений о канале",
     "Loading configuration": "Загрузка конфигурации",
     "Loading content settings...": "Загрузка настроек контента...",
@@ -3231,6 +3655,7 @@
     "Loading...": "Загрузка...",
     "Local": "Локальный",
     "Local Billing": "Локальная тарификация",
+    "Local check": "Локальная проверка",
     "Local Estimate (billing-usage-anthropic)": "Локальная оценка (billing-usage-anthropic)",
     "Local Estimate (billing-usage-gemini)": "Локальная оценка (billing-usage-gemini)",
     "Local Estimate (billing-usage-openai)": "Локальная оценка (billing-usage-openai)",
@@ -3243,10 +3668,13 @@
     "Log cleanup task started.": "Задача очистки журнала запущена.",
     "Log Details": "Детали журнала",
     "Log Directory": "Каталог журналов",
+    "Log export is disabled": "Экспорт журналов отключён",
     "Log File Count": "Кол-во файлов журналов",
     "Log files older than {{value}} days will be deleted.": "Файлы журналов старше {{value}} дней будут удалены.",
     "Log IP address for usage and error logs": "Записывать IP-адрес для журналов использования и ошибок",
     "Log Maintenance": "Журнал обслуживания",
+    "Log recording": "Запись журналов",
+    "Log search and export": "Поиск и экспорт журналов",
     "Log Type": "Тип журнала",
     "Logged in successfully via {{method}}": "Успешный вход через {{method}}",
     "Logic": "Логика",
@@ -3262,26 +3690,31 @@
     "Logo": "Логотип",
     "Logo URL": "URL логотипа",
     "Logs": "Журналы",
-    "Make sure you understand these effects before enabling.": "Убедитесь, что понимаете эти последствия, прежде чем включать.",
-    "Maximum retries": "Максимум повторов",
     "Long passwords are unavailable until the password storage upgrade is complete.": "Длинные пароли будут доступны после обновления системы хранения паролей.",
+    "Longest log time range (days)": "Максимальный период журналов (дни)",
     "Look for a special ratio rule matching this user group and this billing group. If one exists, use its ratio. Otherwise use the billing group base ratio from the pricing table.": "Найдите правило особого коэффициента для этой группы пользователя и тарифной группы. Если оно есть — используется его коэффициент, иначе базовый коэффициент тарифной группы.",
     "Low balance": "Низкий баланс",
+    "Low balance reminder": "Напоминание о низком балансе",
+    "Low cost first": "Low cost first",
+    "Lower priority numbers run first. Equal priorities use round-robin. Removing a pool group also removes its rule references.": "Lower priority numbers run first. Equal priorities use round-robin. Removing a pool group also removes its rule references.",
     "Lowest median first-token latency": "Минимальная медианная задержка первого токена",
     "m": "m",
     "Maintenance": "Обслуживание",
     "Make extra groups visible to, or hide default groups from, users of a specific group.": "Показать дополнительные группы пользователям определённой группы или скрыть от них группы по умолчанию.",
     "Make it easier for teammates to pick the right group.": "Упростите выбор правильной группы для товарищей по команде.",
+    "Make sure you understand these effects before enabling.": "Убедитесь, что понимаете эти последствия, прежде чем включать.",
     "Manage": "Управление",
     "Manage account bindings for this user": "Управление привязками аккаунта пользователя",
     "Manage Bindings": "Управление привязками",
     "Manage catalog visibility and pricing.": "Управление видимостью каталога и ценообразованием.",
     "Manage custom OAuth providers for user authentication": "Управление пользовательскими поставщиками OAuth для аутентификации пользователей",
+    "Manage display": "Manage display",
     "Manage Keys": "Управление ключами",
     "Manage local models for:": "Управление локальными моделями для:",
     "Manage metadata, pricing, and channel connections. Each section saves separately.": "Управляйте метаданными, ценами и каналами. Каждый раздел сохраняется отдельно.",
     "Manage multi-key status and configuration for this channel": "Управление статусом и конфигурацией нескольких ключей для этого канала",
     "Manage Ollama Models": "Управление моделями Ollama",
+    "Manage pricing, visibility and automatic routing for your groups.": "Управляйте тарифами, видимостью и автоматической маршрутизацией групп.",
     "Manage server log files. Log files accumulate over time; regular cleanup is recommended to free disk space.": "Управление файлами журналов сервера. Файлы журналов накапливаются со временем; рекомендуется регулярная очистка.",
     "Manage sources": "Управление источниками",
     "Manage subscription plans and pricing.": "Управление планами подписок и ценообразованием.",
@@ -3290,7 +3723,10 @@
     "Manage Vendors": "Управление поставщиками",
     "Manage your LinuxDO OAuth app": "Управлять приложением OAuth LinuxDO",
     "Manage your security settings and account access": "Управление настройками безопасности и доступом к аккаунту",
+    "Mantle (Messages API)": "Mantle (Messages API)",
+    "Manual detection uses your wallet balance.": "Manual detection uses your wallet balance.",
     "Manual Disabled": "Ручное отключение",
+    "Manual labels only; they do not change pricing, permissions or routing. Save new groups before editing their tags.": "Manual labels only; they do not change pricing, permissions or routing. Save new groups before editing their tags.",
     "Map fields from the user info response to local user attributes. Supports nested paths (e.g. ocs.data.id).": "Сопоставление полей из ответа информации о пользователе с локальными атрибутами пользователя. Поддерживает вложенные пути (например, ocs.data.id).",
     "Map model identifiers to Gemini API versions. A `default` entry applies when no specific match is found.": "Сопоставьте идентификаторы моделей с версиями Gemini API. Запись `default` применяется, если не найдено конкретного совпадения.",
     "Map request model names to actual provider model names (JSON format)": "Сопоставление имён моделей запроса реальным именам моделей провайдера (формат JSON)",
@@ -3333,6 +3769,7 @@
     "Max Successful Requests": "Макс. успешных запросов",
     "Max Tokens": "Макс. токены",
     "Maximum {{max}} groups selected": "Выбрано максимально допустимое число групп: {{max}}",
+    "Maximum 100 redemption codes can be generated at once": "За один раз можно создать не более 100 кодов активации",
     "Maximum 1000 characters. Supports Markdown and HTML.": "Максимум 1000 символов. Поддерживает Markdown и HTML.",
     "Maximum 200 characters": "Максимум 200 символов",
     "Maximum 500 characters. Supports Markdown and HTML.": "Максимум 500 символов. Поддерживает Markdown и HTML.",
@@ -3343,7 +3780,9 @@
     "Maximum number of channels tested at the same time (1-32)": "Максимальное число одновременно проверяемых каналов (1–32)",
     "Maximum number of tokens each user can create. Default 1000. Setting too large may affect performance.": "Максимальное количество токенов, которое может создать каждый пользователь. По умолчанию 1000. Слишком большое значение может повлиять на производительность.",
     "Maximum number of tokens in the response": "Максимальное число токенов в ответе",
+    "Maximum number of tokens reached ({{max}})": "Достигнуто максимальное количество токенов ({{max}})",
     "Maximum quota amount awarded for check-in": "Максимальная сумма квоты, присуждаемая за регистрацию",
+    "Maximum retries": "Максимум повторов",
     "Maximum tokens including hidden reasoning tokens": "Максимум токенов с учётом скрытых reasoning-токенов",
     "Maximum tokens per response": "Максимум токенов на ответ",
     "Maximum tokens per user": "Максимальное количество токенов на пользователя",
@@ -3361,6 +3800,10 @@
     "Memory": "Память",
     "Memory Hits": "Попаданий памяти",
     "Memory Threshold (%)": "Порог памяти (%)",
+    "Meow benchmark · auxiliary": "Meow benchmark · auxiliary",
+    "Meow quick test · 32 probes per channel.": "Meow quick test · 32 probes per channel.",
+    "Meow results are auxiliary and do not affect the fingerprint downgrade rate.": "Meow results are auxiliary and do not affect the fingerprint downgrade rate.",
+    "Meow strong evidence for Astra counts as matched; strong evidence for another model counts as downgraded. Inconclusive rounds are excluded. Pelican quality is assessed separately.": "Meow strong evidence for Astra counts as matched; strong evidence for another model counts as downgraded. Inconclusive rounds are excluded. Pelican quality is assessed separately.",
     "Merchant ID": "ID мерчанта",
     "Merchant ID is required": "Требуется ID мерчанта",
     "Merge into Other": "Объединить в «Другое»",
@@ -3379,6 +3822,7 @@
     "Min Top-up": "Мин. пополнение",
     "Min Top-up:": "Мин. пополнение:",
     "MiniMax": "MiniMax",
+    "Minimum {{amount}}": "Минимум {{amount}}",
     "Minimum check-in quota": "Минимальная квота регистрации",
     "Minimum LinuxDO trust level required": "Требуемый минимальный уровень доверия LinuxDO",
     "Minimum quota amount awarded for check-in": "Минимальная сумма квоты, присуждаемая за регистрацию",
@@ -3389,6 +3833,7 @@
     "Minimum top-up amount must be at least 1": "Минимальная сумма пополнения — не менее 1",
     "Minimum top-up quantity": "Минимальное количество пополнения",
     "Minimum topup amount: {{amount}}": "Минимальная сумма пополнения: {{amount}}",
+    "Minimum transfer quota is {{min}}!": "Минимальная квота для перевода — {{min}}!",
     "Minimum Trust Level": "Минимальный уровень доверия",
     "Minimum:": "Минимум:",
     "Minor blips in the last 30 days": "Небольшие сбои за последние 30 дней",
@@ -3396,9 +3841,13 @@
     "Minute": "Минута",
     "minutes": "минут",
     "Missing code": "Код отсутствует",
+    "Missing group ID": "Отсутствует ID группы",
     "Missing metadata": "Нет метаданных",
+    "Missing model ID": "Отсутствует ID модели",
     "Missing Models": "Отсутствующие модели",
+    "Missing parameter rule_name, or use all=true to clear everything": "Отсутствует параметр rule_name; либо используйте all=true, чтобы очистить всё",
     "Missing user data from Passkey login response": "В ответе Passkey для входа отсутствуют данные пользователя",
+    "Missing vendor ID": "Отсутствует ID поставщика",
     "Mistral": "Mistral",
     "MjProxy": "MjProxy",
     "MjProxyPlus": "MjProxyPlus",
@@ -3422,10 +3871,14 @@
     "Model deployment service is disabled": "Сервис развертывания моделей отключен",
     "Model Description": "Описание модели",
     "Model details": "Сведения о модели",
+    "Model detection is always active. When off, mismatched results are delivered and logged. When on, mismatched results are rejected and a safe channel switch is attempted.": "Model detection is always active. When off, mismatched results are delivered and logged. When on, mismatched results are rejected and a safe channel switch is attempted.",
     "Model disabled successfully": "Модель успешно отключена",
     "Model discovery uses the first key; other keys are not tested.": "Модели запрашиваются с первым ключом; остальные ключи не проверяются.",
     "Model discovery uses the saved channel connection settings.": "Для получения моделей используются сохранённые настройки подключения канала.",
     "Model enabled successfully": "Модель успешно включена",
+    "Model fingerprint": "Model fingerprint",
+    "Model fixed price {{model_price}}, group ratio {{group_ratio}}, action {{action}}": "Фиксированная цена модели {{model_price}}, коэффициент группы {{group_ratio}}, действие {{action}}",
+    "Model fixed price {{model_price}}, group ratio {{group_ratio}}, action {{action}}, ID {{id}}": "Фиксированная цена модели {{model_price}}, коэффициент группы {{group_ratio}}, действие {{action}}, ID {{id}}",
     "Model fixed pricing": "Фиксированная цена модели",
     "Model Group": "Группа моделей",
     "Model hidden from model square": "Модель скрыта в каталоге",
@@ -3445,14 +3898,20 @@
     "Model mappings are being edited in the floating panel.": "Сопоставления моделей редактируются в плавающей панели.",
     "Model metadata": "Метаданные модели",
     "Model metadata saved": "Метаданные модели сохранены",
+    "Model mismatch allowed": "Model mismatch allowed",
     "Model name": "Имя модели",
     "Model Name": "Название модели",
     "Model Name *": "Имя модели *",
+    "Model name already exists": "Имя модели уже существует",
+    "Model name cannot be empty": "Имя модели не может быть пустым",
     "Model name is required": "Название модели обязательно",
+    "Model name is too long: {{model}}": "Слишком длинное имя модели: {{model}}",
     "Model names copied to clipboard": "Названия моделей скопированы в буфер обмена",
     "Model not found": "Модель не найдена",
     "Model performance metrics": "Метрики производительности моделей",
+    "Model preferences": "Model preferences",
     "Model Price": "Цена модели",
+    "Model price {{model_price}}, group ratio {{group_ratio}}": "Цена модели {{model_price}}, коэффициент группы {{group_ratio}}",
     "Model price is not configured. Please complete model pricing in settings.": "Цена модели не настроена. Заполните тарификацию модели в настройках.",
     "Model Price Not Configured": "Цена модели не настроена",
     "Model prices": "Цены моделей",
@@ -3462,13 +3921,16 @@
     "Model pricing saved": "Цены модели сохранены",
     "Model pull failed: {{msg}}": "Ошибка тяги модели: {{msg}}",
     "Model ratio": "Коэффициент модели",
+    "Model ratio {{model_ratio}}, completion ratio {{completion_ratio}}, audio ratio {{audio_ratio}}, audio completion ratio {{audio_completion_ratio}}, group ratio {{group_ratio}}": "Коэффициент модели {{model_ratio}}, коэффициент завершения {{completion_ratio}}, коэффициент аудио {{audio_ratio}}, коэффициент завершения аудио {{audio_completion_ratio}}, коэффициент группы {{group_ratio}}",
     "Model ratios": "Коэффициенты модели",
+    "Model ratios reset": "Коэффициенты моделей сброшены",
     "Model ratios reset successfully": "Соотношения моделей успешно сброшены",
     "Model redirect is unavailable": "Перенаправление модели недоступно",
     "Model redirects": "Перенаправления моделей",
     "Model Regex": "Регулярное выражение модели",
     "Model Regex (one per line)": "Регулярное выражение модели (по одному на строку)",
     "Model regex cannot be empty": "Регулярное выражение модели не может быть пустым",
+    "Model rules": "Model rules",
     "Model scope": "Область моделей",
     "Model selected": "Модель выбрана",
     "Model shown in model square": "Модель отображается в каталоге",
@@ -3476,8 +3938,21 @@
     "Model Square": "Витрина моделей",
     "Model square visibility": "В каталоге",
     "Model Tags": "Теги моделей",
+    "Model test": "Тест модели",
     "Model to use for testing": "Модель для использования при тестировании",
     "Model to use when testing channel connectivity": "Модель для использования при тестировании подключения канала",
+    "Model verification": "Model verification",
+    "Model verification: accepted": "Model verification: accepted",
+    "Model verification: confirmation_buffer_limit": "Model confirmation data exceeded limit",
+    "Model verification: confirmation_timeout": "Model confirmation timed out",
+    "Model verification: mismatch_allowed": "Model verification: mismatch_allowed",
+    "Model verification: mismatch_rejected": "Model verification: mismatch_rejected",
+    "Model verification: missing_model": "Upstream model missing",
+    "Model verification: model_mismatch": "Response model mismatch",
+    "Model verification: pending": "Model verification: pending",
+    "Model verification: switched_success": "Switched successfully",
+    "Model verification: transport_error": "Transport error",
+    "Model verification: unchecked": "Model verification: unchecked",
     "Model Version": "Версия модели",
     "Model Version *": "Версия модели *",
     "Model-scoped only": "Только по моделям",
@@ -3508,13 +3983,16 @@
     "Models updated successfully": "Модели успешно обновлены",
     "Models used on this site": "Модели этого сайта",
     "models.dev pricing preset": "Набор цен models.dev",
+    "ModelTrace · 3 independent probes per channel.": "ModelTrace · 3 independent probes per channel.",
+    "ModelTrace fingerprint": "ModelTrace fingerprint",
+    "ModelTrace is the primary signal. Three valid probes, at least 80% candidate probability and a 0.5 score gap are required for classification. Other rounds are inconclusive. Probabilities are relative to the candidate bank.": "ModelTrace is the primary signal. Three valid probes, at least 80% candidate probability and a 0.5 score gap are required for classification. Other rounds are inconclusive. Probabilities are relative to the candidate bank.",
     "Modify existing subscription plan configuration": "Изменить конфигурацию существующего плана",
     "Module availability": "Доступность модуля",
     "MokaAI": "MokaAI",
     "Monitor": "Мониторинг",
     "Monitor balance, usage, and request volume": "Отслеживайте баланс, расход и объем запросов",
     "Monitored relay requests": "Отслеживаемые ретрансляционные запросы",
-    "Monitoring & Alerts": "Мониторинг и оповещения",
+    "Monitoring status": "Monitoring status",
     "Month": "Месяц",
     "Month number": "Номер месяца",
     "Monthly": "Ежемесячно",
@@ -3536,6 +4014,7 @@
     "Move {{group}} up": "Переместить {{group}} вверх",
     "Move a request header": "Переместить заголовок запроса",
     "Move affiliate rewards to your main balance": "Перевести партнерские вознаграждения на основной баланс",
+    "Move channels into a priority tier or between tiers. Priority values update automatically.": "Перемещайте каналы на один уровень или между уровнями. Приоритеты рассчитываются автоматически.",
     "Move fallback to end": "Переместить резерв в конец",
     "Move Field": "Переместить поле",
     "Move Header": "Переместить заголовок",
@@ -3545,6 +4024,7 @@
     "Move source field to target field": "Переместить исходное поле в целевое",
     "ms": "мс",
     "Multi-key channel: Keys will be": "Многоключевой канал: Ключи будут",
+    "Multi-key channels do not support balance queries": "Каналы с несколькими ключами не поддерживают запрос баланса",
     "Multi-Key Management": "Управление несколькими ключами",
     "Multi-key management {{action}} on channel (ID: {{id}})": "Управление мультиключами {{action}} для канала (ID: {{id}})",
     "Multi-Key Mode (multiple keys, one channel)": "Режим нескольких ключей (несколько ключей, один канал)",
@@ -3568,6 +4048,8 @@
     "Multipliers for recharge pricing based on user groups.": "Множители для ценообразования пополнения на основе групп пользователей.",
     "Must be a valid URL": "Должен быть действительный URL",
     "Must be at least 8 characters": "Должно быть не менее 8 символов",
+    "Must be greater than 0": "Значение должно быть больше 0",
+    "Must be greater than or equal to 0": "Значение должно быть не меньше 0",
     "My Subscriptions": "Мои подписки",
     "my-status": "мой-статус",
     "MySQL detected": "Обнаружен MySQL",
@@ -3580,6 +4062,7 @@
     "Name is available": "Имя доступно",
     "Name is not available": "Имя недоступно",
     "Name Matching Rule": "Правило сопоставления имени",
+    "Name must be 64 characters or fewer": "Имя должно содержать не более 64 символов",
     "Name must be between {{min}} and {{max}} characters": "Имя должно быть длиной от {{min}} до {{max}} символов",
     "Name Rule": "Правило именования",
     "Name Suffix": "Суффикс имени",
@@ -3603,6 +4086,7 @@
     "Network proxy for this channel (supports HTTP, HTTPS, SOCKS5, and SOCKS5H)": "Сетевой прокси для этого канала (поддерживает HTTP, HTTPS, SOCKS5 и SOCKS5H)",
     "Never": "Никогда",
     "Never expires": "Никогда не истекает",
+    "Never used": "Не использовался",
     "Never used an API Gateway?": "Никогда не пользовались API-шлюзом?",
     "NEW": "НОВОЕ",
     "New API": "Новый API",
@@ -3616,6 +4100,7 @@
     "New metadata": "Новые метаданные",
     "New model": "Новая модель",
     "New Models ({{count}})": "Новые модели ({{count}})",
+    "New models: all metadata shown below will be imported automatically. No selection is needed.": "Новые модели: все показанные ниже метаданные будут импортированы автоматически. Выбирать поля не нужно.",
     "New name will be:": "Новое имя будет:",
     "New Passkeys use the primary domain. Compatible domains keep existing Passkeys working.": "Новые ключи доступа используют основной домен. Совместимые домены позволяют продолжать использовать существующие ключи.",
     "New Passkeys use this domain. Enter a domain without https://, a port or a path. An empty field uses the system website address.": "Новые ключи доступа используют этот домен. Укажите только домен, без https://, порта или пути. Если поле пустое, используется адрес сайта системы.",
@@ -3623,8 +4108,12 @@
     "New password": "Новый пароль",
     "New Password": "Новый пароль",
     "New password must be different from current password": "Новый пароль должен отличаться от текущего пароля",
+    "New priority: {{priority}}": "Новый приоритет: {{priority}}",
+    "New priority: {{priority}} · {{count}} channels affected": "Новый приоритет: {{priority}} · затронуто каналов: {{count}}",
     "New records include the fields below. Existing fields are kept unless explicitly selected.": "Новые записи включают перечисленные поля. Существующие поля сохраняются, если не выбраны явно.",
     "New User Quota": "Новая квота пользователя",
+    "New user registration has been disabled by administrator": "Администратор отключил регистрацию новых пользователей",
+    "New user sign-up bonus {{quota}}": "Бонус за регистрацию {{quota}}",
     "New value": "Новое значение",
     "New vendors": "Новые поставщики",
     "New version available: {{version}}": "Доступна новая версия: {{version}}",
@@ -3636,6 +4125,7 @@
     "Next reset": "Следующий сброс",
     "No": "Нет",
     "No About Content Set": "Содержимое раздела \"О нас\" не установлено",
+    "No access tokens": "Нет токенов доступа",
     "No Active": "Нет активных",
     "No active login sessions": "Нет активных сеансов входа",
     "No active system tasks.": "Нет активных системных задач.",
@@ -3652,11 +4142,16 @@
     "No app usage data available for this model.": "Данные об использовании приложений для этой модели пока недоступны.",
     "No apps match the selected filters": "Нет приложений, соответствующих фильтрам",
     "No Auth": "Без auth",
+    "No auto groups configured": "Автоматические группы не настроены",
+    "No auto-disabled keys to delete": "Нет автоматически отключённых ключей для удаления",
+    "No available channel": "No available channel",
     "No available channels": "Нет доступных каналов",
+    "No available groups": "No available groups",
     "No available groups in the global Auto order.": "В глобальном порядке Auto нет доступных групп.",
     "No available models": "Нет доступных моделей",
     "No available Web chat links": "Нет доступных веб-ссылок для чата",
     "No backup": "Нет резервной копии",
+    "No backup group": "Без резервной группы",
     "No base input price": "Нет базовой цены входа",
     "No billing parameters declared": "Параметры тарификации не объявлены",
     "No billing records found": "Записи о выставлении счетов не найдены",
@@ -3693,6 +4188,7 @@
     "No description available.": "Описание отсутствует.",
     "No discount tiers configured. Click \"Add discount tier\" to get started.": "Не настроены уровни скидок. Нажмите \"Добавить уровень скидки\", чтобы начать.",
     "No duplicate keys found": "Дубликаты ключей не найдены",
+    "No enabled Astra channels": "No enabled Astra channels",
     "No enabled channel key": "Нет активного ключа канала",
     "No enabled groups": "Нет включённых групп",
     "No enabled tokens available": "Нет доступных активных токенов",
@@ -3706,6 +4202,7 @@
     "No flow data available": "Нет данных потока",
     "No group": "Без группы",
     "No group found.": "Группа не найдена.",
+    "No group monitors": "No group monitors",
     "No group-based rate limits configured. Click \"Add group\" to get started.": "Групповые лимиты скорости не настроены. Нажмите \"Добавить группу\", чтобы начать.",
     "No groups match your search": "Нет групп, соответствующих вашему поиску",
     "No groups yet. Add a group to get started.": "Групп пока нет. Добавьте группу, чтобы начать.",
@@ -3719,7 +4216,11 @@
     "No integrity verification": "Без проверки целостности",
     "No Inviter": "Нет пригласившего",
     "No IP restriction": "Без ограничений",
+    "No key index specified to delete": "Не указан индекс ключа для удаления",
+    "No key index specified to disable": "Не указан индекс ключа для отключения",
+    "No key index specified to enable": "Не указан индекс ключа для включения",
     "No keys found": "Ключи не найдены",
+    "No keys to disable": "Нет ключей для отключения",
     "No latency data available": "Данные о задержке недоступны",
     "No linked models": "Нет связанных моделей",
     "No linked OAuth provider is available.": "Нет доступного привязанного провайдера OAuth.",
@@ -3768,14 +4269,19 @@
     "No nodes": "Нет узлов",
     "No notable climbers right now": "Сейчас нет значимых поднявшихся моделей",
     "No notable drops right now": "Сейчас нет значимых упавших моделей",
+    "No notifications are available to you right now": "Сейчас для вас нет доступных уведомлений",
     "No parameter overrides configured.": "Нет настроенных переопределений параметров.",
     "No Passkey is registered.": "Passkey не зарегистрирован.",
     "No payment methods available. Please contact administrator.": "Нет доступных способов оплаты. Пожалуйста, свяжитесь с администратором.",
     "No payment methods configured": "Способы оплаты не настроены",
     "No payment methods configured. Click \"Add method\" or use templates to get started.": "Способы оплаты не настроены. Нажмите \"Добавить способ\" или используйте шаблоны, чтобы начать.",
     "No payment methods match your search": "Нет способов оплаты, соответствующих вашему поиску",
+    "No pelican works yet": "No pelican works yet",
     "No performance data available": "Нет доступных данных о производительности",
+    "No permission to access users of same or higher level": "Нет прав на просмотр пользователей того же или более высокого уровня",
+    "No permission to change the 2FA settings of users at the same or higher level": "Нет прав на изменение настроек 2FA пользователей того же или более высокого уровня",
     "No permission to perform this action": "Нет прав для выполнения этого действия",
+    "No permission to update users of same or higher permission level": "Нет прав на изменение пользователей с тем же или более высоким уровнем прав",
     "No plans available": "Нет доступных планов",
     "No plugins available for binding": "Нет доступных для привязки плагинов",
     "No preceding rule matched": "Ни одно предыдущее правило не совпало",
@@ -3789,6 +4295,8 @@
     "No Quota": "Нет квоты",
     "No quota limit": "Без лимита",
     "No ratio differences found": "Различия в коэффициентах не найдены",
+    "No recent data": "No recent data",
+    "No recent detections": "No recent detections",
     "No recent usage": "Нет недавнего использования",
     "No records": "Нет записей",
     "No records found. Try adjusting your filters.": "Записи не найдены. Попробуйте изменить фильтры.",
@@ -3812,6 +4320,7 @@
     "No separate media pricing configured.": "Отдельные цены для медиа не настроены.",
     "No source available": "Исходный код недоступен",
     "No source changes": "Исходный код не изменён",
+    "No special ratios configured": "Особые коэффициенты не настроены",
     "No status code mappings configured.": "Сопоставления кодов состояния не настроены.",
     "No stores on this merchant yet. Set a return URL and click Create to mint your first pair.": "У этого продавца пока нет магазинов. Укажите URL возврата и нажмите Создать, чтобы создать первую пару.",
     "No subscription plans yet": "Планов подписки пока нет",
@@ -3836,26 +4345,31 @@
     "No users available. Try adjusting your search or filters.": "Нет доступных пользователей. Попробуйте изменить параметры поиска или фильтры.",
     "No Users Found": "Пользователи не найдены",
     "No valid custom Auto groups remain. Add a group or restore global Auto.": "Доступных пользовательских групп Auto не осталось. Добавьте группу или восстановите глобальный порядок Auto.",
+    "No valid upstream channel": "Нет действительного вышестоящего канала",
     "No vendor": "Поставщик не указан",
     "No vendor data available": "Данных по поставщикам нет",
     "No vendors found": "Поставщики не найдены",
     "No verification method is available for this action.": "Для этой операции нет доступного способа подтверждения.",
     "No version history": "История версий отсутствует",
+    "No vision works yet": "No vision works yet",
     "No X Found": "X не найдено",
     "Node": "Узел",
     "Node filters": "Фильтры узлов",
     "Node Name": "Имя узла",
     "Node role": "Роль узла",
     "Nodes reporting from this deployment and their latest heartbeat.": "Узлы этого развертывания и их последнее сердцебиение.",
+    "Non-Astra fingerprint": "Отпечаток не Astra",
     "Non-stream": "Не потоковый",
     "Non-zero invitation rewards require compliance confirmation in Payment Gateway settings.": "Ненулевые награды за приглашения требуют подтверждения соответствия в настройках платежного шлюза.",
     "None": "Нет",
     "None (plugin declaration)": "Нет (объявлено плагином)",
     "noreply@example.com": "noreply@example.com",
+    "Normal": "Normal",
     "Normalized:": "Нормализовано:",
     "Not available": "Недоступно",
     "Not backed up": "Не сохранено",
     "Not bound": "Не привязан",
+    "Not checked": "Not checked",
     "Not configured": "Не настроено",
     "Not configured for some providers": "Цены для некоторых провайдеров не настроены",
     "Not configured for this provider": "Цены для этого провайдера не настроены",
@@ -3864,12 +4378,16 @@
     "Not declared; an API key may still be required.": "Способ не объявлен; ключ API всё ещё может требоваться.",
     "Not Equals": "Не равно",
     "Not found upstream": "Не найдено в источнике",
-    "Not generated": "Не создан",
+    "Not implemented yet": "Ещё не реализовано",
     "Not in pricing table": "Нет в таблице тарифных групп",
     "Not included": "Не включена",
     "Not installed": "Не установлен",
     "Not listed": "Скрыта",
+    "Not logged in": "Вход не выполнен",
     "Not matched": "Не совпало",
+    "Not measured": "Not measured",
+    "Not passed": "Not passed",
+    "Not provided": "Not provided",
     "Not provided by this source": "Не предоставлено этим источником",
     "Not recorded": "Не записано",
     "Not registered": "Не зарегистрирован",
@@ -3887,6 +4405,8 @@
     "Notification Email": "Электронная почта для уведомлений",
     "Notification Method": "Метод уведомления",
     "Notifications": "Уведомления",
+    "Notifications to receive": "Получаемые уведомления",
+    "Now": "Now",
     "Now a user whose user group is vip creates tokens with different groups and makes one call with each:": "Теперь пользователь с группой vip создаёт токены с разными группами и делает по одному вызову с каждым:",
     "Nucleus sampling probability mass": "Накопленная вероятность для nucleus-сэмплинга",
     "Number": "Число",
@@ -3911,6 +4431,7 @@
     "OAuth Integrations": "Интеграции OAuth",
     "OAuth pop-up was blocked": "Всплывающее окно OAuth заблокировано",
     "OAuth popup storage is unavailable.": "Хранилище всплывающего окна OAuth недоступно.",
+    "OAuth provider not found": "Поставщик OAuth не найден",
     "OAuth window is no longer available.": "Окно OAuth больше недоступно.",
     "Object Prune Rules": "Правила очистки объектов",
     "Observability": "Наблюдаемость",
@@ -3920,6 +4441,7 @@
     "of": "записей, всего",
     "of 3:": "из 3:",
     "off": "выкл.",
+    "Off by default. Exclude groups flagged by the latest valid quality checks within 6 hours. Unknown results remain eligible.": "Off by default. Exclude groups flagged by the latest valid quality checks within 6 hours. Unknown results remain eligible.",
     "Official": "Официальный",
     "Official Claude Messages": "Официальные Claude Messages",
     "Official documentation": "Официальная документация",
@@ -3941,19 +4463,23 @@
     "OIDC discovery URL. Click \"Auto-discover\" to fetch endpoints automatically.": "URL обнаружения OIDC. Нажмите \"Автообнаружение\" для автоматического получения конечных точек.",
     "OIDC Display Name": "Отображаемое имя OIDC",
     "OIDC endpoints discovered successfully": "Конечные точки OIDC успешно обнаружены",
+    "OIDC ID is empty!": "OIDC ID не указан!",
     "Old Format Template": "Шаблон старого формата",
     "Old format: Direct override. New format: Supports conditional judgment and custom JSON operations.": "Старый формат: прямое переопределение. Новый формат: поддерживает условные суждения и пользовательские операции JSON.",
     "Ollama": "Ollama",
     "Ollama Models": "Ollama Модели",
     "One API": "Один API",
+    "One channel, {{calls}} requests, group ratio {{ratio}}x.": "One channel, {{calls}} requests, group ratio {{ratio}}x.",
     "One domain per line": "Один домен на строку",
     "One domain per line (only used when domain restriction is enabled)": "Один домен на строку (используется только при включении ограничения домена)",
     "One IP or CIDR range per line": "Один IP или диапазон CIDR на строку",
     "One IP per line (empty for no restriction)": "Один IP на строку (пусто для отсутствия ограничений)",
     "one keyword per line": "одно ключевое слово на строку",
+    "One work per Astra channel.": "Одна работа на канал Astra за проверку.",
     "online": "онлайн",
     "Online": "Онлайн",
     "Online payment is not enabled. Please contact the administrator.": "Онлайн-оплата не включена. Пожалуйста, свяжитесь с администратором.",
+    "Online top-up succeeded, amount added: {{quota}}, payment amount: {{amount}}": "Онлайн-пополнение выполнено, зачислено: {{quota}}, сумма оплаты: {{amount}}",
     "Online topup is not enabled. Please use redemption code or contact administrator.": "Онлайн-пополнение не включено. Пожалуйста, используйте код активации или свяжитесь с администратором.",
     "Only allow specific email domains": "Разрешить только определенные домены электронной почты",
     "Only available for admins. When enabled, you will receive a summary notification via your selected method when the scheduled model check detects upstream model changes or check failures.": "Доступно только для администраторов. При включении вы будете получать сводное уведомление выбранным способом, когда запланированная проверка моделей обнаружит изменения в вышестоящих моделях или сбои проверки.",
@@ -3986,10 +4512,10 @@
     "Open in New Tab": "Открыть в новой вкладке",
     "Open menu": "Открыть меню",
     "Open Query Balance to view the upstream JSON response": "Откройте «Запрос баланса», чтобы просмотреть JSON-ответ поставщика",
-    "Otherwise the binding is removed.": "Иначе привязка удаляется.",
     "Open release": "Открыть выпуск",
     "Open source": "Открытый исходный код",
     "Open Source": "Открытый исходный код",
+    "Open status page": "Open status page",
     "Open the io.net console API Keys page": "Открыть страницу ключей API консоли io.net",
     "Open theme settings": "Открыть настройки темы",
     "Open weights": "Открытые веса",
@@ -4024,6 +4550,7 @@
     "Operation failed": "Операция не удалась",
     "Operation successful": "Операция выполнена успешно",
     "Operation Type": "Тип операции",
+    "Operational": "Operational",
     "Operations": "Операции",
     "Operator": "Исполнитель",
     "Operator Admin": "Оператор-администратор",
@@ -4044,12 +4571,15 @@
     "Optional settings for advanced container configuration.": "Дополнительные настройки для расширенной конфигурации контейнера.",
     "Optional supplementary information (max 100 characters)": "Необязательная дополнительная информация (макс. 100 символов)",
     "Optional tag for grouping channels": "Необязательный тег для группировки каналов",
+    "Optional. Without it, Google picks the region; with it, requests go to the deployment region below.": "Необязательно. Без него регион выбирает Google, а с ним запросы отправляются в регион развертывания ниже.",
     "Opus Model": "Модель Opus",
     "Or continue with": "Или продолжить с",
     "Or enter this key manually:": "Или введите этот ключ вручную:",
     "or pick existing": "или выбрать существующую",
     "Order completed successfully": "Заказ успешно завершен",
     "Order History": "История заказов",
+    "Order is not pending payment and cannot be completed": "Заказ не ожидает оплаты, его нельзя завершить",
+    "Order number not provided": "Номер заказа не указан",
     "Order Payment Method": "Способ оплаты (заказа)",
     "org-...": "орг-...",
     "Original Model": "Оригинальная модель",
@@ -4066,11 +4596,14 @@
     "Other users": "Другие пользователи",
     "Otherwise (the preceding conditions do not match)": "Иначе (предыдущие условия не выполнены)",
     "Otherwise → {{name}}": "Иначе → {{name}}",
+    "Otherwise the binding is removed.": "Иначе привязка удаляется.",
     "Outage": "Простой",
     "Output": "Вывод",
     "Output aspect ratio": "Соотношение сторон",
     "Output image size": "Размер выходного изображения",
     "Output price": "Цена выхода",
+    "Output Price: High to Low": "Цена вывода: от высокой к низкой",
+    "Output Price: Low to High": "Цена вывода: от низкой к высокой",
     "Output token price for generated tokens.": "Цена выходных токенов для сгенерированного текста.",
     "Output token rate": "Скорость выходных токенов",
     "Output tokens": "Выходные токены",
@@ -4138,6 +4671,7 @@
     "Pass-through Headers (comma-separated or JSON array)": "Пробрасываемые заголовки (через запятую или JSON-массив)",
     "Pass-through help": "Справка по сквозной передаче",
     "Pass-through requires native forwarding": "Сквозная передача требует нативной пересылки",
+    "Passed": "Passed",
     "Passive recovery only": "Только пассивное восстановление",
     "Passkey": "Passkey",
     "Passkey Authentication": "Аутентификация Passkey",
@@ -4177,32 +4711,44 @@
     "Password copied to clipboard: {{password}}": "Пароль скопирован в буфер обмена: {{password}}",
     "Password has been copied to clipboard": "Пароль скопирован в буфер обмена",
     "Password Login": "Вход по паролю",
+    "Password login has been disabled by administrator": "Администратор отключил вход по паролю",
     "Password must be at least 8 characters": "Пароль должен содержать не менее 8 символов",
     "Password must be at most 20 characters long": "Пароль должен содержать не более 20 символов",
     "Password must be between 8 and 20 characters": "Пароль должен содержать от 8 до 20 символов",
     "Password must contain between 8 and 128 characters.": "Пароль должен содержать от 8 до 128 символов.",
     "Password Registration": "Регистрация пароля",
+    "Password registration has been disabled by administrator, please use third-party account verification": "Администратор отключил регистрацию по паролю, используйте проверку через сторонний аккаунт",
     "Password reset and copied to clipboard: {{password}}": "Пароль сброшен и скопирован в буфер обмена: {{password}}",
+    "Password reset link is invalid or has expired": "Ссылка для сброса пароля недействительна или устарела",
     "Password reset: {{password}}": "Пароль сброшен: {{password}}",
     "Password set successfully": "Пароль установлен",
     "Password settings have changed. Reload the page and try again.": "Настройки пароля изменились. Перезагрузите страницу и повторите попытку.",
     "Passwords do not match": "Пароли не совпадают",
     "Passwords don't match.": "Пароли не совпадают.",
+    "Past": "Past",
     "Paste Connection Info": "Вставить данные подключения",
     "Paste JavaScript source here...": "Вставьте исходный код JavaScript...",
     "Path": "Путь",
     "Path not set": "Путь не задан",
     "Path Regex (one per line)": "Регулярное выражение пути (по одному на строку)",
     "Path:": "Путь:",
+    "Pause drag demo": "Приостановить демонстрацию",
     "Pay": "Pay",
+    "Pay {{amount}}": "К оплате {{amount}}",
+    "Pay {{amount}} <savings>• Save {{saved}}</savings>": "К оплате {{amount}} <savings>• Экономия {{saved}}</savings>",
     "Pay with Balance": "Оплатить балансом",
     "Pay-as-you-go with real-time usage monitoring": "Оплата по мере использования с мониторингом в реальном времени",
     "Payment": "Платеж",
     "Payment aggregator mode — onboard with your own registered company (offshore entity). Built for Enterprise.": "Режим платежного агрегатора — подключение через вашу зарегистрированную компанию (офшорное юрлицо). Создано для Enterprise.",
+    "Payment amount is too low": "Сумма оплаты слишком мала",
+    "Payment cancel redirect URL is not in the trusted domain list": "URL перенаправления при отмене оплаты не входит в список доверенных доменов",
     "Payment Channel": "Платёжный канал",
+    "Payment configuration error": "Ошибка настройки оплаты",
     "Payment Gateway": "Платежный шлюз",
+    "Payment information has not been configured by administrator": "Администратор не настроил платежные данные",
     "Payment initiated": "Платёж инициирован",
     "Payment Method": "Способ оплаты",
+    "Payment method does not exist": "Способ оплаты не существует",
     "Payment method identifier": "Идентификатор способа оплаты",
     "Payment method identifier is required": "Идентификатор способа оплаты обязателен",
     "Payment method name": "Название способа оплаты",
@@ -4215,16 +4761,22 @@
     "Payment request failed": "Запрос на оплату не удался",
     "Payment return URL": "URL возврата после оплаты",
     "Payment return URL is empty. Create the product without a SuccessURL redirect?": "URL возврата платежа пуст. Создать продукт без перенаправления SuccessURL?",
+    "Payment success redirect URL is not in the trusted domain list": "URL перенаправления после успешной оплаты не входит в список доверенных доменов",
     "Payment type key": "Ключ типа оплаты",
     "Payment type key is required": "Ключ типа оплаты обязателен",
     "Payment, redemption codes, subscription plans, and invitation rewards are locked until the root administrator confirms the compliance terms.": "Платежи, коды пополнения, планы подписки и награды за приглашения заблокированы, пока root-администратор не подтвердит условия соответствия.",
+    "Payment, redemption, subscription, and invitation reward features are disabled. The administrator must confirm compliance terms before enabling them.": "Функции оплаты, активации кодов, подписок и вознаграждений за приглашения отключены. Администратор должен подтвердить условия соответствия, прежде чем включить их.",
     "Peak": "Пик",
     "Peak KV cache usage": "Максимальная загрузка KV-кэша",
     "Peak throughput": "Пиковая пропускная способность",
     "Peak token pool usage": "Максимальная загрузка пула токенов",
+    "Pelican detection": "Pelican detection",
+    "Pelican sample {{number}}": "Pelican sample {{number}}",
+    "Pelican work preview": "Pelican work preview",
     "Penalises repetition of frequent tokens": "Штрафует повторение частых токенов",
     "pending": "ожидание",
     "Pending": "Ожидает",
+    "Pending settlement": "Pending settlement",
     "per": "за",
     "Per 1K tokens": "За 1K токенов",
     "Per 1M tokens": "За 1M токенов",
@@ -4242,6 +4794,8 @@
     "Per-request": "За запрос",
     "Per-request (deprecated)": "За запрос (устарело)",
     "Per-request (fixed price)": "За запрос (фиксированная цена)",
+    "Per-request Price: High to Low": "Цена за запрос: от высокой к низкой",
+    "Per-request Price: Low to High": "Цена за запрос: от низкой к высокой",
     "Per-token": "За токен",
     "Per-token (deprecated)": "За токен (устарело)",
     "Per-token (ratio based)": "За токен (на основе соотношения)",
@@ -4249,6 +4803,7 @@
     "Percentage:": "Процент:",
     "Performance": "Производительность",
     "Performance data is not yet available for this model.": "Данные о производительности этой модели пока недоступны.",
+    "Performance for {{model}}": "Производительность {{model}}",
     "Performance health": "Состояние производительности",
     "Performance metrics for the last 24 hours": "Метрики производительности за последние 24 часа",
     "Performance metrics shown here are simulated for preview purposes and will be replaced with live observability data once the backend integration is complete.": "Показанные метрики производительности сгенерированы для предпросмотра и будут заменены реальными данными наблюдаемости после интеграции бэкенда.",
@@ -4261,13 +4816,16 @@
     "Periodically checks only channels with auto-disable enabled, excluding manually disabled channels.": "Периодически проверяет только каналы с включённым автоотключением, исключая отключённые вручную.",
     "Periodically send ping frames to keep streaming connections active.": "Периодически отправлять пинг-кадры для поддержания активности потоковых соединений.",
     "Permanently delete your account and all data": "Безвозвратно удалить ваш аккаунт и все данные",
+    "Permissions": "Права",
     "Permit Passkey registration on non-HTTPS origins (only recommended for development)": "Разрешить регистрацию Passkey на не-HTTPS источниках (рекомендуется только для разработки)",
     "Perplexity": "Perplexity",
     "Persist your data file": "Сохранить ваш файл данных",
     "Personal": "Личное",
     "Personal area": "Личный кабинет",
     "Personal Center Area": "Область личного кабинета",
+    "Personal group multipliers": "Personal group multipliers",
     "Personal info settings": "Настройки личной информации",
+    "Personal rate": "Personal rate",
     "Personal Settings": "Личные настройки",
     "Personal settings and profile management.": "Персональные настройки и управление профилем.",
     "Personal use": "Личное использование",
@@ -4277,9 +4835,12 @@
     "Pick or create both a store and a product before saving.": "Перед сохранением выберите или создайте и магазин, и продукт.",
     "Ping Interval (seconds)": "Интервал Ping (секунды)",
     "Plan": "План",
+    "Plan amount is too low": "Сумма плана слишком мала",
     "Plan ID": "ID плана",
     "Plan Name": "Название плана",
+    "Plan name cannot be empty": "Название плана не может быть пустым",
     "Plan Price": "Цена тарифа",
+    "Plan price cannot be empty": "Цена плана не может быть пустой",
     "Plan price must be greater than zero": "Цена плана должна быть больше нуля",
     "Plan Quota": "Квота тарифа",
     "Plan Subtitle": "Подзаголовок плана",
@@ -4294,6 +4855,7 @@
     "Please agree to the legal terms first": "Сначала согласитесь с юридическими условиями",
     "Please complete the security check to continue.": "Пожалуйста, завершите проверку безопасности, чтобы продолжить.",
     "Please confirm that you understand the consequences": "Пожалуйста, подтвердите, что понимаете последствия",
+    "Please confirm the compliance statement": "Подтвердите заявление о соответствии",
     "Please confirm your password": "Пожалуйста, подтвердите пароль",
     "Please enable io.net model deployment service and configure an API key in System Settings.": "Пожалуйста, включите сервис развертывания моделей io.net и настройте API-ключ в системных настройках.",
     "Please enable Two-factor Authentication or Passkey before proceeding": "Пожалуйста, включите двухфакторную аутентификацию или Passkey перед продолжением",
@@ -4331,6 +4893,7 @@
     "Please select a container": "Пожалуйста, выберите контейнер",
     "Please select a payment method": "Пожалуйста, выберите способ оплаты",
     "Please select a primary model": "Пожалуйста, выберите основную модель",
+    "Please select a product": "Выберите продукт",
     "Please select a subscription plan": "Пожалуйста, выберите план подписки",
     "Please select at least one channel": "Пожалуйста, выберите хотя бы один канал",
     "Please select at least one model": "Пожалуйста, выберите хотя бы одну модель",
@@ -4341,12 +4904,15 @@
     "Please try again later.": "Пожалуйста, попробуйте еще раз позже.",
     "Please type the following text to confirm:": "Введите следующий текст для подтверждения:",
     "Please upload key file(s)": "Загрузите ключевой файл(ы)",
+    "Please wait {{seconds}} seconds before requesting another verification code.": "Подождите {{seconds}} с, прежде чем запрашивать новый код подтверждения.",
     "Please wait a moment before trying again.": "Пожалуйста, подождите немного и попробуйте снова.",
     "Please wait a moment, human check is initializing...": "Пожалуйста, подождите немного, инициализация проверки человеком...",
     "Please wait before editing to avoid overwriting saved values.": "Дождитесь загрузки перед редактированием, чтобы не перезаписать сохраненные значения.",
     "Please wait before requesting another verification code.": "Подождите перед повторным запросом кода подтверждения.",
+    "Please wait five minutes between sampling rounds": "Please wait five minutes between sampling rounds",
     "Please wait for the current generation to complete": "Дождитесь завершения текущей генерации",
     "Plugin": "Плагин",
+    "Plugin activation failed": "Не удалось активировать плагин",
     "Plugin author": "Автор плагина",
     "Plugin default": "Значение плагина по умолчанию",
     "Plugin details": "Сведения о плагине",
@@ -4360,9 +4926,11 @@
     "Plugin is still in use": "Плагин всё ещё используется",
     "Plugin key": "Ключ плагина",
     "Plugin metadata": "Метаданные плагина",
+    "Plugin metadata contains an unknown field \"{{field}}\". If this plugin was downloaded from the official marketplace, it may require a newer version of new-api. Try updating new-api and installing the plugin again.": "Метаданные плагина содержат неизвестное поле «{{field}}». Если плагин загружен из официального маркетплейса, ему может требоваться более новая версия new-api. Обновите new-api и установите плагин заново.",
     "Plugin sandbox": "Песочница плагина",
+    "Plugin saved, activation required": "Плагин сохранён, требуется активация",
     "Plugin source": "Исходный код плагина",
-    "Plugin source exceeds the 1 MiB limit.": "Код плагина превышает лимит 1 МиБ.",
+    "Plugin source exceeds the 8 MiB limit.": "Код плагина превышает лимит 8 МиБ.",
     "Plugin uploaded successfully": "Плагин успешно загружен",
     "Plugin version activated": "Версия плагина активирована",
     "Plugin version deleted": "Версия плагина удалена",
@@ -4370,6 +4938,7 @@
     "Plugin-defined interfaces": "Собственные интерфейсы плагина",
     "Plugins": "Плагины",
     "Plugins can access channel credentials. Review the source and differences before installing.": "Плагины могут получать доступ к учётным данным каналов. Перед установкой проверьте исходный код и различия.",
+    "Plus池": "Plus pool",
     "Policy JSON": "JSON политики",
     "Polling": "Опрос",
     "Polling mode requires Redis and memory cache, otherwise performance will be significantly degraded": "Режим опроса требует Redis и кэш памяти, в противном случае производительность будет значительно снижена",
@@ -4377,6 +4946,7 @@
     "Port": "Порт",
     "Port must be a positive integer": "Порт должен быть положительным целым числом",
     "Position {{position}}": "Позиция {{position}}",
+    "Possibly an upstream timeout": "Возможно, истекло время ожидания upstream",
     "Post Delta": "Дельта после расчёта",
     "PostgreSQL detected": "PostgreSQL обнаружен",
     "PostgreSQL offers advanced reliability and data integrity for production workloads.": "PostgreSQL обеспечивает высокую надёжность и целостность данных для продакшен-нагрузок.",
@@ -4387,7 +4957,14 @@
     "Pre-consumed": "Предоплата",
     "Pre-Consumed Quota": "Предварительно потребленная квота",
     "Pre-release": "Предварительная версия",
+    "Prefer recent streaming model-test results: latest valid first-token time per channel within 1 hour, averaged across the group. Untested groups rank last.": "Prefer recent streaming model-test results: latest valid first-token time per channel within 1 hour, averaged across the group. Untested groups rank last.",
+    "Prefer recent streaming model-test results: latest valid first-token time per channel within 6 hours, averaged across the group. Untested groups rank last.": "Prefer recent streaming model-test results: latest valid first-token time per channel within 6 hours, averaged across the group. Untested groups rank last.",
+    "Prefer the highest average throughput of the latest 30 valid calls for the requested model. Use model tests when no call samples exist; unmeasured groups rank last.": "Приоритет у группы с наибольшей средней пропускной способностью за последние 30 действительных вызовов запрошенной модели. При отсутствии вызовов используются тесты модели; группы без измерений идут последними.",
+    "Prefer the highest recent request success rate for this model.": "Prefer the highest recent request success rate for this model.",
+    "Prefer the lowest average actual charge per million tokens for this model over the last 24 hours.": "Prefer the lowest average actual charge per million tokens for this model over the last 24 hours.",
     "Prefer the original channel, allow switching": "Предпочитать исходный канал, разрешать смену",
+    "Prefer the shortest average time to first token for this model.": "Prefer the shortest average time to first token for this model.",
+    "Prefer your lowest effective group multiplier, including personal overrides.": "Prefer your lowest effective group multiplier, including personal overrides.",
     "Preference saved as {{pref}}, but no active subscription. Requests will be rejected.": "Настройка сохранена как {{pref}}, но нет активной подписки. Запросы будут отклонены.",
     "Preference saved as {{pref}}, but no active subscription. Wallet will be used automatically.": "Настройка сохранена как {{pref}}, но нет активной подписки. Кошелёк будет использоваться автоматически.",
     "Preferences": "Настройки",
@@ -4416,6 +4993,7 @@
     "Preset recharge amounts displayed to users": "Предустановленные суммы пополнения, отображаемые пользователям",
     "Preset Template": "Предустановленный шаблон",
     "Preset templates": "Предустановленные шаблоны",
+    "Preset: Astra prefers selected group": "Шаблон: Astra предпочитает выбранную группу",
     "preset.anthropic": "Anthropic",
     "preset.default": "По умолчанию",
     "preset.forest-whisper": "Лесной шёпот",
@@ -4436,17 +5014,23 @@
     "Preview fields": "Предпросмотр полей",
     "Preview is unavailable for custom expressions.": "Предпросмотр недоступен для пользовательских выражений.",
     "Preview metadata first": "Сначала просмотрите метаданные",
+    "Preview model": "Preview model",
     "Preview price changes": "Предпросмотр изменений цен",
     "Preview pricing conversion": "Предпросмотр преобразования цен",
     "Preview selected changes": "Просмотреть выбранные изменения",
     "Preview unavailable": "Предпросмотр недоступен",
+    "Preview upstream model changes": "Просмотр изменений моделей провайдера",
+    "Preview work": "Preview work",
     "Previous": "Предыдущий шаг",
     "Previous branch": "Предыдущая ветка",
     "Previous page": "Предыдущая страница",
+    "Previous permissions": "Прежние права",
     "Previous value": "Предыдущее значение",
     "Price": "Цена",
     "Price ($/1K calls)": "Цена ($/1K вызовов)",
     "Price (local currency / USD)": "Цена (местная валюта / USD)",
+    "Price cannot be negative": "Цена не может быть отрицательной",
+    "Price cannot exceed 9999": "Цена не может превышать 9999",
     "Price display": "Отображение цены",
     "Price display mode": "Режим отображения цены",
     "Price estimation": "Оценка стоимости",
@@ -4460,12 +5044,11 @@
     "Price summary": "Сводка цен",
     "price_xxx": "price_xxx",
     "Price:": "Цена:",
-    "Price: High to Low": "Цена: от высокой к низкой",
-    "Price: Low to High": "Цена: от низкой к высокой",
     "Prices are in {{currency}}, with units shown below. Use USD when editing expressions directly.": "Цены указаны в {{currency}}, единицы — ниже. При ручном редактировании выражений используйте USD.",
     "Prices changed while preparing the conversion. Try again.": "Во время подготовки цены изменились. Повторите попытку.",
     "Prices for each set of conditions": "Цены для каждого набора условий",
     "Prices shown per": "Цены указаны за",
+    "Prices shown per {{unit}} tokens": "Цены указаны за {{unit}} токенов",
     "Prices shown per usage unit": "Цены указаны за единицу использования",
     "Prices synced successfully": "Цены успешно синхронизированы",
     "Prices vary by usage tier and request conditions": "Цена зависит от уровня использования и условий запроса",
@@ -4490,16 +5073,21 @@
     "Prioritize reusing the last successful channel based on keys extracted from request context (sticky routing)": "Приоритет повторного использования последнего успешного канала на основе ключей из контекста запроса (липкая маршрутизация)",
     "Priority": "Приоритет",
     "Priority (Default)": "Приоритет (По умолчанию)",
+    "Priority and weight selection": "Priority and weight selection",
     "Priority level from 0 (lowest) to 10 (highest), default is 5": "Уровень приоритета от 0 (самый низкий) до 10 (самый высокий), по умолчанию 5",
     "Priority order for automatic group assignment. New tokens rotate through this list.": "Порядок приоритета для автоматического назначения групп. Новые токены ротируются по этому списку.",
     "Priority order for tokens in the auto group. The system tries groups from top to bottom.": "Порядок приоритета для токенов группы auto. Система перебирает группы сверху вниз.",
     "Privacy": "Конфиденциальность",
     "Privacy Policy": "Политика конфиденциальности",
     "Private Deployment URL": "URL частного развертывания",
+    "Probe availability": "Probe availability",
+    "Probe history": "Probe history",
     "Processed requests": "Обработанные запросы",
     "Processing OAuth response...": "Обработка ответа OAuth...",
     "Processing...": "Обработка...",
     "Product": "Продукт",
+    "Product configuration error": "Ошибка настройки продукта",
+    "Product does not exist": "Продукт не существует",
     "Product ID": "ID продукта",
     "Product ID is required": "Требуется ID товара",
     "Product Name": "Название продукта",
@@ -4534,6 +5122,7 @@
     "Provider & data privacy": "Поставщик и конфиденциальность",
     "Provider created successfully": "Поставщик успешно создан",
     "Provider deleted successfully": "Поставщик успешно удален",
+    "Provider ID": "ID провайдера",
     "Provider Name": "Имя поставщика",
     "Provider source": "Источник поставщика",
     "Provider type (OpenAI, Anthropic, etc.)": "Тип провайдера (OpenAI, Anthropic и т.д.)",
@@ -4541,9 +5130,11 @@
     "Provider-specific endpoint, account, and compatibility settings.": "Настройки endpoint, аккаунта и совместимости для конкретного провайдера.",
     "Proxy Address": "Адрес прокси",
     "Proxy address must use HTTP, HTTPS, SOCKS5, or SOCKS5H and include a valid host": "Адрес прокси должен использовать HTTP, HTTPS, SOCKS5 или SOCKS5H и содержать допустимый узел",
+    "Pro池": "Pro pool",
     "Prune Object Items": "Очистить элементы объекта",
     "Prune object items by conditions": "Удалить элементы объекта по условиям",
     "Prune Rule (string or JSON object)": "Правило очистки (строка или JSON-объект)",
+    "Public alias": "Public alias",
     "Public base URL for async task media. Supports a dedicated media domain, port, or Nginx path prefix; falls back to Server Address when empty.": "Публичный базовый URL для медиафайлов асинхронных задач. Поддерживает отдельный медиадомен, порт или префикс пути Nginx; если поле пусто, используется адрес сервера.",
     "Public model catalog and pricing page.": "Публичная страница каталога моделей и цен.",
     "Public rankings page based on live usage data.": "Публичная страница рейтингов на основе реальных данных использования.",
@@ -4558,10 +5149,13 @@
     "Pull model": "Загрузить модель",
     "Pulling...": "Загрузка...",
     "Purchase Limit": "Лимит покупок",
+    "Purchase limit cannot be negative": "Лимит покупок не может быть отрицательным",
+    "Purchase limit for this plan has been reached": "Достигнут лимит покупок для этого плана",
     "Purchase limit reached": "Достигнут лимит покупок",
     "Purchase Subscription": "Приобрести подписку",
     "QR Code Image URL": "URL изображения QR-кода",
     "QR code is not configured. Please contact support.": "QR-код не настроен. Пожалуйста, свяжитесь со службой поддержки.",
+    "Quality {{quality}}": "Качество {{quality}}",
     "Quantity": "Количество",
     "QuantumNous": "QuantumNous",
     "Query": "Query",
@@ -4582,6 +5176,7 @@
     "Quota adjustment details": "Подробности изменения квоты",
     "Quota after adjustment": "Квота после изменения",
     "Quota before adjustment": "Квота до изменения",
+    "Quota change amount cannot be zero": "Изменение квоты не может быть равно нулю",
     "Quota clamped": "Квота ограничена",
     "Quota consumed before charging users": "Квота, потребляемая до взимания платы с пользователей",
     "Quota Distribution": "Распределение квоты",
@@ -4592,14 +5187,15 @@
     "Quota must be a positive number": "Квота должна быть положительным числом",
     "Quota must be zero or greater": "Квота не может быть отрицательной",
     "Quota Per Unit": "Квота на единицу",
-    "Quota reminder (tokens)": "Напоминание о квоте (токены)",
     "Quota Reset": "Сброс квоты",
     "Quota saturation protection triggered": "Сработала защита от переполнения квоты",
     "Quota Settings": "Настройки квоты",
     "Quota Types": "Типы квот",
     "Quota unchanged": "Квота не изменилась",
+    "Quota unit is misconfigured": "Единица квоты настроена неверно",
     "Quota update failed": "Не удалось обновить квоту",
-    "Quota Warning Threshold": "Порог предупреждения о квоте",
+    "Quota value cannot be negative": "Значение квоты не может быть отрицательным",
+    "Quota value exceeds valid range, maximum is {{max}}": "Значение квоты вне допустимого диапазона, максимум {{max}}",
     "Quota:": "Квота:",
     "Radius": "Радиус",
     "Random": "Случайный",
@@ -4636,12 +5232,22 @@
     "Reason": "Причина",
     "Reason:": "Причина:",
     "Reasoning": "Обоснование",
+    "Reasoning effort": "Reasoning effort",
     "Reasoning Effort": "Интенсивность рассуждения",
-    "Receive Upstream Model Update Notifications": "Получать уведомления об обновлениях вышестоящих моделей",
+    "Recalculated from tokens: tokens {{tokens}}, model ratio {{model_ratio}}, group ratio {{group_ratio}}, other multiplier {{other_multiplier}}": "Пересчитано по токенам: токены {{tokens}}, коэффициент модели {{model_ratio}}, коэффициент группы {{group_ratio}}, прочий множитель {{other_multiplier}}",
     "Received": "Получено",
     "Received amount": "Полученная сумма",
+    "Recent benchmark results": "Recent benchmark results",
+    "Recent candy test results": "Recent candy test results",
+    "Recent Ciallo test results": "Recent Ciallo test results",
+    "Recent degradation": "Recent degradation",
+    "Recent detection results": "Recent detection results",
     "Recent maintenance tasks running across instances and their execution status.": "Недавние задачи обслуживания, выполняемые на всех экземплярах, и их статус выполнения.",
+    "Recent pelican works": "Recent pelican works",
+    "Recent sampling results": "Recent sampling results",
     "Recent success-rate samples; gray bars indicate missing data.": "Последние замеры успешности запросов; серые полоски означают отсутствие данных.",
+    "Recent vision test results": "Recent vision test results",
+    "Recent vision works": "Recent vision works",
     "Recently completed or failed system task runs.": "Недавние запуски системных задач, завершенные или завершившиеся с ошибкой.",
     "Recently launched models": "Недавно запущенные модели",
     "Recently launched models gaining traction": "Недавно вышедшие модели, набирающие популярность",
@@ -4664,16 +5270,21 @@
     "Redeemed:": "Активировано:",
     "redemption code": "код активации",
     "Redemption Code": "Код активации",
+    "Redemption code count must be greater than 0": "Количество кодов активации должно быть больше 0",
     "Redemption code deleted successfully": "Код активации успешно удален",
     "Redemption code disabled successfully": "Код активации успешно отключен",
     "Redemption code enabled successfully": "Код активации успешно включен",
+    "Redemption code name length must be between 1-20": "Длина названия кода активации должна быть от 1 до 20 символов",
     "Redemption code updated successfully": "Код активации успешно обновлен",
     "Redemption code(s) created successfully": "Код(ы) активации успешно создан(ы)",
+    "Redemption codes": "Коды активации",
     "Redemption Codes": "Коды активации",
     "Redemption codes are disabled until the administrator confirms compliance terms.": "Коды пополнения отключены, пока администратор не подтвердит условия соответствия.",
     "Redemption codes created": "Коды погашения созданы",
     "redemption codes.": "коды активации.",
     "Redemption failed": "Погашение не удалось",
+    "Redemption failed, please try again later": "Не удалось активировать код, повторите попытку позже",
+    "Redemption quota must be positive": "Квота кода активации должна быть положительной",
     "Redemption successful! Added: {{quota}}": "Погашение успешно! Добавлено: {{quota}}",
     "Redirect {{model}}": "Перенаправить {{model}}",
     "Redirect fetched upstream names to the names your users call.": "Перенаправьте полученные имена провайдера на имена, которые вызывают пользователи.",
@@ -4698,16 +5309,18 @@
     "Refresh details": "Обновить сведения",
     "Refresh failed": "Ошибка обновления",
     "Refresh failed. Showing the last successful snapshot.": "Обновление не удалось. Показан последний успешно полученный снимок.",
+    "Refresh in {{seconds}}s": "Refresh in {{seconds}}s",
     "Refresh interval (minutes)": "Интервал обновления (минуты)",
+    "Refresh preview": "Обновить предпросмотр",
     "Refresh Stats": "Обновить статистику",
     "Refresh the list and try again.": "Обновите список и повторите попытку.",
+    "Refresh the preview before trying again; some changes may already have been saved.": "Обновите предпросмотр перед повторной попыткой: часть изменений уже могла сохраниться.",
+    "Refreshing": "Refreshing",
     "Refreshing...": "Обновление...",
     "Refund": "Возврат",
     "Refund Details": "Детали возврата",
     "Regenerate": "Перегенерировать",
-    "Regenerate access token?": "Перегенерировать токен доступа?",
     "Regenerate Backup Codes": "Сгенерировать резервные коды",
-    "Regenerate token": "Перегенерировать токен",
     "Regenerated two-factor backup codes": "Резервные коды двухфакторной аутентификации обновлены",
     "Regenerating immediately invalidates any existing token.": "Перегенерация немедленно делает недействительными все существующие токены.",
     "Regex": "Регулярное выражение",
@@ -4722,9 +5335,16 @@
     "Registry (optional)": "Реестр (необязательно)",
     "Registry secret": "Секрет реестра",
     "Registry username": "Имя пользователя реестра",
+    "Regular administrators cannot promote other users to administrator": "Обычные администраторы не могут назначать других пользователей администраторами",
     "Reinstall latest": "Переустановить последнюю",
+    "Reject a Responses result when the upstream declares a model other than gpt-6-astra. Enabled by default; disable only for an intentional mapping.": "Reject a Responses result when the upstream declares a model other than gpt-6-astra. Enabled by default; disable only for an intentional mapping.",
     "Reject Reason": "Причина отклонения",
+    "Rejected and charged": "Rejected and charged",
+    "Rejected results still incur upstream usage charges. Switching sends another request that is charged separately, so one client request can incur multiple charges. If no safe switch is available, the request fails instead of delivering a mismatched result.": "Rejected results still incur upstream usage charges. Switching sends another request that is charged separately, so one client request can incur multiple charges. If no safe switch is available, the request fails instead of delivering a mismatched result.",
+    "Rejected without charge": "Rejected without charge",
     "Release details": "Детали релиза",
+    "Release to insert a new priority tier": "Отпустите, чтобы вставить новый уровень приоритета",
+    "Release to join priority {{priority}}": "Отпустите, чтобы присоединиться к приоритету {{priority}}",
     "Released": "Выпущено",
     "Reload pricing": "Перезагрузить цены",
     "Reload vendor details": "Перезагрузить данные поставщика",
@@ -4737,6 +5357,11 @@
     "Remaining quota units": "Остаток единиц квоты",
     "Remaining:": "Осталось:",
     "Remark": "Примечания",
+    "Remind me next time": "Remind me next time",
+    "Remind me once when my balance drops below the threshold": "Напомнить один раз, когда баланс опустится ниже порога",
+    "Remind users through their chosen notification method when their balance drops below the threshold": "Напоминать пользователям выбранным ими способом уведомления, когда баланс опускается ниже порога",
+    "Reminder threshold": "Порог напоминания",
+    "Reminder threshold cannot be negative": "Порог напоминания не может быть отрицательным",
     "Remove": "Удалить",
     "Remove {{group}}": "Удалить {{group}}",
     "Remove {{value}}": "Удалить {{value}}",
@@ -4770,15 +5395,19 @@
     "Removed": "Удалено",
     "Removed {{removed}} duplicate key(s). Before: {{before}}, After: {{after}}": "Удалено {{removed}} дублирующихся ключей. До: {{before}}, После: {{after}}",
     "Removed an OAuth binding for the user": "Привязка OAuth пользователя удалена",
+    "Removed models": "Удалённые модели",
     "Removed Models ({{count}})": "Удалённые модели ({{count}})",
+    "Removed models will no longer be available through this channel. Select removals explicitly.": "Удалённые модели станут недоступны через этот канал. Явно выберите модели для удаления.",
     "Removed settings": "Удаляемые настройки",
     "Removes MjProxy flags such as --fast, --relax, and --turbo from user prompts.": "Удаляет флаги MjProxy, такие как --fast, --relax и --turbo, из промптов пользователя.",
     "Removing Passkey will require you to sign in with your password next time. You can re-register anytime.": "Удаление ключа доступа потребует от вас входа с паролем в следующий раз. Вы можете перерегистрироваться в любое время.",
     "Rename": "Переименовать",
     "Rename deployment": "Переименовать развертывание",
     "Rename failed": "Ошибка переименования",
+    "Renamed an access token": "Переименован токен доступа",
     "Renamed successfully": "Успешно переименовано",
     "Renaming metadata does not rename channel models or move pricing. Existing prices stay with the original model name.": "Переименование метаданных не меняет имена моделей каналов и не переносит цены. Цены остаются у исходного имени модели.",
+    "Reorder channel {{id}}": "Изменить порядок канала {{id}}",
     "Repair": "Восстановить",
     "Repair Channel Consistency": "Восстановить согласованность каналов",
     "Repair channel consistency?": "Восстановить согласованность каналов?",
@@ -4794,17 +5423,21 @@
     "Replace With": "Заменить на",
     "replaced": "заменено",
     "Replacement Model": "Модель замены",
+    "Replay drag demo": "Повторить показ",
     "Replica count": "Количество реплик",
     "Replicate": "Replicate",
     "Report an issue": "Сообщить о проблеме",
     "request": "запрос",
     "Request": "Запрос",
     "Request & Response": "Запрос и ответ",
+    "Request and cache statistics: last 24 hours": "Request and cache statistics: last 24 hours",
+    "Request and detection status by group": "Request and detection status by group",
     "Request Body Disk Cache": "Дисковый кэш тела запроса",
     "Request Body Field": "Поле тела запроса",
     "Request Body Memory Cache": "Кэш памяти тела запроса",
     "Request body must be a JSON object.": "Тело запроса должно быть объектом JSON.",
     "Request body pass-through is enabled. The request body will be sent directly to the upstream without any conversion.": "Проброс тела запроса включён. Тело запроса будет отправлено напрямую без конвертации.",
+    "Request cache hit rate": "Request cache hit rate",
     "Request checks": "Проверка запросов",
     "Request completed": "Запрос завершён",
     "Request conversion": "Преобразование запроса",
@@ -4819,6 +5452,7 @@
     "Request Header Overrides": "Переопределения заголовков запроса",
     "Request headers must be a JSON object with string values.": "Заголовки должны быть объектом JSON со строковыми значениями.",
     "Request ID": "ID запроса",
+    "Request information": "Request information",
     "Request Limits": "Лимиты запросов",
     "Request Model": "Запрошенная модель",
     "Request Model Name": "Имя модели в запросе",
@@ -4826,7 +5460,9 @@
     "Request names your users call": "Имена запроса, которые вызывают пользователи",
     "Request overrides, routing behavior, and upstream model automation": "Переопределения запросов, маршрутизация и автоматизация upstream-моделей",
     "Request Path": "Путь запроса",
+    "Request path not supported": "Request path not supported",
     "Request policies": "Политики запросов",
+    "Request policy decisions": "Решения политики запросов",
     "Request processing": "Обработка запросов",
     "Request rejected locally": "Запрос отклонён локально",
     "Request retry": "Повтор запросов",
@@ -4839,6 +5475,7 @@
     "Request timed out, please refresh and restart GitHub login": "Время ожидания истекло, обновите страницу и снова запустите вход через GitHub",
     "Request-based": "Зависит от запроса",
     "Requested items": "Запрошенные элементы",
+    "Requested model": "Requested model",
     "Requested quota": "Запрошенная сумма",
     "Requested quota: {{quota}}": "Запрошенная сумма: {{quota}}",
     "Requested redemption code IDs": "ID кодов погашения, запрошенных к удалению",
@@ -4855,7 +5492,6 @@
     "Requests will be forwarded to this worker. Trailing slashes are removed automatically.": "Запросы будут перенаправлены этому воркеру. Конечные слеши удаляются автоматически.",
     "Requests:": "Запросы:",
     "Require email verification for new accounts": "Требовать подтверждение электронной почты для новых учетных записей",
-    "Retry budget": "Бюджет повторов",
     "Require job success before follow-up actions": "Требовать успеха задания перед последующими действиями",
     "Require login to view models": "Требовать вход для просмотра моделей",
     "Require login to view rankings": "Требовать вход для просмотра рейтингов",
@@ -4863,10 +5499,12 @@
     "required": "обязателен",
     "Required": "Обязательно",
     "Required events:": "Обязательные события:",
+    "Required permission": "Требуемое право",
     "Required provider, authentication, model, and group settings": "Обязательные настройки провайдера, аутентификации, моделей и групп",
     "Required to expose MjProxy-style image generation to end users.": "Необходимо для предоставления генерации изображений в стиле MjProxy конечным пользователям.",
     "Requires an available channel and access to its group.": "Нужен доступный канал и доступ к его группе.",
     "Requires global auto-disable and this channel option.": "Нужно включить автоотключение глобально и для этого канала.",
+    "Requires model detection. When off, responses are delivered normally. When on, mismatched responses are rejected and a safe channel switch is attempted.": "Requires model detection. When off, responses are delivered normally. When on, mismatched responses are rejected and a safe channel switch is attempted.",
     "Requires upstream WebSocket support": "Требуется поддержка WebSocket провайдером",
     "Rerank": "Переранжировать",
     "Reroll": "Повторить",
@@ -4875,6 +5513,8 @@
     "Resend codes": "Отправить коды повторно",
     "Resend in {{seconds}}s": "Повторная отправка через {{seconds}} с",
     "Reserve requested images; settle returned images.": "Резервирование по запрошенному количеству, расчёт — по полученному.",
+    "Reserve the estimated input cost multiplied by this value, without estimating output tokens. Defaults to 1; positive decimals such as 0.5 and 1.5 are supported. Final charges use actual usage. Per-request and task prices are unaffected.": "Резервируется оценочная стоимость ввода, умноженная на это значение, без оценки выходных токенов. По умолчанию 1; допустимы положительные дроби, например 0,5 и 1,5. Итоговая плата зависит от фактического использования. Тарифы за запрос и за задачу не меняются.",
+    "Reserved": "Reserved",
     "Reserved for viewing complete channel keys after secure verification.": "Зарезервировано для просмотра полных ключей каналов после безопасной проверки.",
     "Reset": "Сброс",
     "Reset {{count}} active subscriptions": "Сброшено активных подписок: {{count}}",
@@ -4894,8 +5534,12 @@
     "Reset Credit": "Сброс лимита",
     "Reset Credits": "Сбросы лимита",
     "Reset Cycle": "Цикл сброса",
+    "Reset detection records": "Reset detection records",
     "Reset email sent, please check your inbox": "Письмо для сброса отправлено, проверьте входящие",
     "Reset failed": "Ошибка сброса",
+    "Reset fingerprint and benchmark history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.": "Reset fingerprint and benchmark history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.",
+    "Reset fingerprint and pelican history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.": "Reset fingerprint and pelican history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.",
+    "Reset fingerprint and vision history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.": "Reset fingerprint and vision history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.",
     "Reset model ratios": "Коэффициенты моделей сброшены",
     "Reset Passkey": "Сброс Passkey",
     "Reset Passkey for {{username}}? The user will need to register a new Passkey before using passwordless login.": "Сбросить Passkey для {{username}}? Пользователю нужно будет зарегистрировать новый Passkey перед входом без пароля.",
@@ -4920,28 +5564,36 @@
     "Resources": "Ресурсы",
     "Responding...": "Отвечаем...",
     "Response": "Ответ",
+    "Response delivered": "Response delivered",
     "Response Model": "Модель в ответе",
     "Response model mismatch": "Несовпадение модели в ответе",
     "Response model: {{model}}": "Модель в ответе: {{model}}",
+    "Response speed uses recent streaming model tests; throughput uses the latest 30 valid model calls with model-test fallback. Stability uses request statistics. Price uses effective multipliers.": "Скорость отклика определяется недавними потоковыми тестами; пропускная способность — последними 30 действительными вызовами, а при их отсутствии — тестами модели. Стабильность основана на статистике запросов, цена — на действующих множителях.",
     "Response Time": "Время ответа",
     "Response time: {{duration}}": "Время ответа: {{duration}}",
     "Response too large": "Ответ слишком большой",
     "Responses API Version": "Версия API ответов",
+    "Responses WebSocket": "Responses WebSocket",
+    "Responses WebSocket not supported": "Responses WebSocket not supported",
     "Restore default pricing": "Восстановить цены по умолчанию",
     "Restore defaults": "Сбросить к значениям по умолчанию",
     "Restore global Auto": "Восстановить глобальный Auto",
     "Restore notifications": "Включить уведомления",
     "Restrict user model request frequency (may impact high concurrency performance)": "Ограничить частоту запросов пользовательских моделей (может повлиять на производительность при высокой конкуренции)",
     "Result": "Результат",
+    "Result not retained": "Результат не сохранён",
+    "Resume drag demo": "Продолжить демонстрацию",
     "Retain last N days": "Хранить последние N дней",
     "Retain last N files": "Хранить последние N файлов",
     "Retention days": "Дней хранения",
     "Retrieve result": "Получить результат",
     "Retry": "Повторить попытку",
+    "Retry a server error once in the same group, then switch and cool down for 10 minutes. A failed recovery probe switches immediately.": "Retry a server error once in the same group, then switch and cool down for 10 minutes. A failed recovery probe switches immediately.",
+    "Retry a server error once in the same group. Switch and cool down for 10 minutes only when a backup is available; otherwise keep the current group. Streaming and non-streaming cooldowns are separate.": "Retry a server error once in the same group. Switch and cool down for 10 minutes only when a backup is available; otherwise keep the current group. Streaming and non-streaming cooldowns are separate.",
+    "Retry budget": "Бюджет повторов",
     "Retry Chain": "Цепочка повторов",
     "Retry Settings": "Настройки повторов",
     "Retry Suggestion": "Рекомендация по повтору",
-    "Rules can inherit or override these defaults.": "Правила могут наследовать или переопределять эти значения.",
     "Retry Times": "Количество повторных попыток",
     "Return a custom error immediately": "Немедленно вернуть пользовательскую ошибку",
     "Return Custom Error": "Вернуть пользовательскую ошибку",
@@ -4949,12 +5601,15 @@
     "Return Error": "Вернуть ошибку",
     "Return per-token log probabilities": "Возвращать логарифмические вероятности по токенам",
     "Return to dashboard": "Вернуться на панель управления",
+    "Return to manual pool": "Return to manual pool",
     "Return to the original window to continue.": "Вернитесь в исходное окно, чтобы продолжить.",
     "Return vector embeddings for inputs": "Возвращать векторные эмбеддинги для входных данных",
     "Returned keys": "Возвращённые ключи",
+    "Returned model": "Returned model",
     "Returned token IDs": "Возвращённые ID токенов",
     "Returned: {{processed}}": "Возвращено: {{processed}}",
     "Reveal API key": "Показать API ключ",
+    "Reveal full keys": "Показ полных ключей",
     "Reveal key": "Показать ключ",
     "Revenue": "Доход",
     "Review & initialize": "Проверить и инициализировать",
@@ -4964,15 +5619,19 @@
     "Review confirmation": "Проверить подтверждение",
     "Review every addition and overwrite before applying. Pricing, channels, and group access are not changed.": "Перед применением проверьте каждое добавление и перезапись. Цены, каналы и права групп не изменятся.",
     "Review model rates before scaling traffic": "Проверьте тарифы моделей перед масштабированием трафика",
+    "Review selected changes": "Проверить выбранные изменения",
+    "Review the affected Passkeys and confirm the domain removal. If the settings or impact have changed, confirmation is required again.": "Проверьте затронутые Passkey и подтвердите удаление домена. Если настройки или последствия изменились, потребуется повторное подтверждение.",
     "Review the affected records before applying. Pricing, channels, and model names are preserved.": "Перед применением проверьте затронутые записи. Цены, каналы и имена моделей сохраняются.",
     "Review the compatible domains and allowed websites, then save changes on the settings page.": "Проверьте совместимые домены и разрешённые сайты, затем сохраните изменения на странице настроек.",
+    "Review the model changes before applying. Unselected models stay unchanged and will not be ignored.": "Проверьте изменения перед применением. Невыбранные модели не изменятся и не попадут в список игнорируемых.",
     "Review the prices and billing expression. Confirming updates the draft; save model pricing to apply it.": "Проверьте цены и выражение тарификации. Подтверждение обновит черновик; изменения вступят в силу после сохранения цен модели.",
     "Review your payment details": "Проверьте свои платежные данные",
     "Review your purchase details before proceeding.": "Просмотрите детали покупки перед продолжением.",
     "Revoke": "Отозвать",
-    "Revoke access token?": "Отозвать токен доступа?",
     "Revoke session?": "Отозвать сеанс?",
-    "Revoked the system access token": "Системный токен доступа отозван",
+    "Revoke this access token? Scripts using it stop working immediately.": "Отозвать этот токен доступа? Скрипты, которые его используют, сразу перестанут работать.",
+    "Revoked access tokens": "Отозванные токены доступа",
+    "Revoked an access token": "Отозван токен доступа",
     "Rewards will be added directly to your balance": "Награды будут добавлены напрямую в ваш баланс",
     "Rewrite callback URLs to the local server": "Перезаписывать URL обратных вызовов на локальный сервер",
     "Right to Left": "Справа налево",
@@ -4997,6 +5656,8 @@
     "Routing & Mapping": "Маршрутизация и сопоставление",
     "Routing & Overrides": "Маршрутизация и переопределения",
     "Routing Group": "Группа маршрутизации",
+    "Routing preference": "Routing preference",
+    "Routing preview": "Routing preview",
     "Routing Reliability": "Надежность маршрутизации",
     "Routing Strategy": "Стратегия маршрутизации",
     "Rows are user groups, columns are billing groups. Empty cells fall back to the base ratio shown in gray.": "Строки — группы пользователей, столбцы — тарифные группы. Пустые ячейки используют базовый коэффициент, показанный серым.",
@@ -5018,12 +5679,16 @@
     "Rule editor mode": "Режим редактирования правил",
     "Rule group": "Группа правил",
     "Rule override": "Настройка правила",
+    "rule_name cannot be empty": "rule_name не может быть пустым",
     "rules": "правила",
     "Rules": "Правила",
     "Rules are checked in order. The first match determines the price.": "Правила проверяются по порядку. Первое совпадение определяет цену.",
+    "Rules can inherit or override these defaults.": "Правила могут наследовать или переопределять эти значения.",
+    "Rules for {{group}}": "Правила для {{group}}",
     "Rules JSON": "Правила JSON",
     "Rules JSON must be an array": "JSON правил должен быть массивом",
     "Rules match the original model value from the client request body.": "Правила сопоставляются с исходным значением model из тела клиентского запроса.",
+    "Run and manage maintenance tasks and performance settings.": "Запуск и управление задачами обслуживания и настройками производительности.",
     "Run background checks using the selected test mode": "Выполнять фоновые проверки в выбранном режиме",
     "Run dry run": "Пробный запуск",
     "Run GC": "Запустить GC",
@@ -5038,7 +5703,14 @@
     "s": "s",
     "Safety Settings": "Настройки безопасности",
     "Same as Local": "То же, что и локальный",
+    "Sample {{number}}": "Sample {{number}}",
+    "Sample all Astra channels": "Sample all Astra channels",
     "Sample interval: {{seconds}} seconds": "Интервал выборки: {{seconds}} с",
+    "Sampled downgrade rate": "Sampled downgrade rate",
+    "Sampling data unavailable": "Sampling data unavailable",
+    "Sampling failed": "Sampling failed",
+    "Sampling in progress": "Sampling in progress",
+    "Sampling queued. Results will refresh automatically.": "Sampling queued. Results will refresh automatically.",
     "Sampling temperature; lower is more deterministic": "Температура сэмплирования; чем ниже, тем детерминированнее",
     "Sandbox": "Песочница",
     "Sandbox mode": "Режим песочницы",
@@ -5060,6 +5732,8 @@
     "Save failed, please retry": "Не удалось сохранить, попробуйте снова",
     "Save general settings": "Сохранить общие настройки",
     "Save group ratios": "Сохранить коэффициенты групп",
+    "Save group settings": "Сохранить настройки групп",
+    "Save group tags": "Save group tags",
     "Save io.net settings": "Сохранить настройки io.net",
     "Save log settings": "Сохранить настройки журнала",
     "Save metadata": "Сохранить метаданные",
@@ -5070,6 +5744,7 @@
     "Save navigation": "Сохранить навигацию",
     "Save notice": "Сохранить уведомление",
     "Save or discard pricing changes before renaming metadata.": "Перед переименованием метаданных сохраните или отмените изменения цен.",
+    "Save personal multipliers": "Save personal multipliers",
     "Save Preferences": "Сохранить настройки",
     "Save preview": "Предпросмотр сохранения",
     "Save rate limits": "Сохранить лимиты скорости",
@@ -5077,17 +5752,16 @@
     "Save sensitive words": "Сохранить чувствительные слова",
     "Save Settings": "Сохранить настройки",
     "Save sidebar modules": "Сохранить модули боковой панели",
-    "Save SMTP settings": "Сохранить настройки SMTP",
     "Save SSRF settings": "Сохранить настройки SSRF",
     "Save Stripe settings": "Сохранить настройки Stripe",
     "Save these backup codes in a safe place. Each code can only be used once.": "Сохраните эти резервные коды в безопасном месте. Каждый код может быть использован только один раз.",
     "Save these codes in a safe place. Each code can only be used once.": "Сохраните эти коды в безопасном месте. Каждый код может быть использован только один раз.",
-    "Save this token now. You won't be able to view it again after closing this dialog.": "Сохраните этот токен сейчас. После закрытия диалогового окна вы не сможете просмотреть его снова.",
     "Save token limits": "Сохранить лимиты токенов",
     "Save tool prices": "Сохранить цены инструментов",
     "Save Waffo Pancake settings": "Сохранить настройки Waffo Pancake",
     "Save Worker settings": "Сохранить настройки Worker",
     "Saved successfully": "Сохранено успешно",
+    "Saving permission changes requires security verification": "Для сохранения изменений прав требуется проверка безопасности",
     "Saving...": "Сохранение...",
     "Scan QR Code": "Сканировать QR-код",
     "Scan the QR code to follow the official account and reply with “验证码” to receive your verification code.": "Отсканируйте QR-код, откройте официальный аккаунт и ответьте «验证码», чтобы получить код подтверждения.",
@@ -5103,6 +5777,7 @@
     "Science": "Наука",
     "Scope": "Область",
     "Scopes": "Области доступа",
+    "Score gap": "Score gap",
     "Search": "Поиск",
     "Search by name or URL...": "Поиск по имени или URL...",
     "Search by order number...": "Поиск по номеру заказа...",
@@ -5113,6 +5788,7 @@
     "Search deployments...": "Поиск развертываний...",
     "Search feature in development": "Функция поиска в разработке",
     "Search group names...": "Поиск названий групп...",
+    "Search groups by name or description": "Поиск по названию или описанию",
     "Search groups...": "Поиск групп...",
     "Search icons or enter an icon key": "Найдите иконку или введите её ключ",
     "Search method identifiers...": "Поиск идентификаторов способов...",
@@ -5174,6 +5850,7 @@
     "Select active subscription plan": "Выберите активный тариф подписки",
     "Select all": "Выбрать все",
     "Select all (filtered)": "& Выбрать все отфильтрованные",
+    "Select all changed fields": "Выбрать все изменённые поля",
     "Select all matching models": "Выбрать все подходящие модели",
     "Select all models": "Выбрать все модели",
     "Select all models in {{category}}": "Выбрать все модели в {{category}}",
@@ -5185,8 +5862,10 @@
     "Select at least one Auto group or restore global Auto.": "Выберите хотя бы одну группу Auto или восстановите глобальный порядок Auto.",
     "Select at least one field to overwrite.": "Выберите хотя бы одно поле для перезаписи.",
     "Select at least one model to preview mappings.": "Выберите хотя бы одну модель для предварительного просмотра сопоставлений.",
+    "Select at least one permission": "Выберите хотя бы одно право",
     "Select at least one route": "Выберите хотя бы один маршрут",
     "Select at least one target model": "Выберите хотя бы одну целевую модель",
+    "Select at least one valid permission.": "Выберите хотя бы одно допустимое разрешение.",
     "Select at most {{max}} Auto groups": "Выберите не более {{max}} групп Auto",
     "Select body font": "Выберите шрифт текста",
     "Select border radius": "Выберите радиус скругления",
@@ -5203,6 +5882,7 @@
     "Select from presets or type custom identifier.": "Выберите из предустановок или введите пользовательский идентификатор.",
     "Select granularity": "Выбрать детализацию",
     "Select groups (leave empty to keep current)": "Выбрать группы (оставьте пустым, чтобы сохранить текущие)",
+    "Select groups to exclude": "Выберите исключаемые группы",
     "Select interface density": "Выберите плотность интерфейса",
     "Select items...": "Выберите элементы...",
     "Select key format": "Выберите формат ключа",
@@ -5212,7 +5892,6 @@
     "Select locations": "Выбрать локации",
     "Select model": "Выбрать модель",
     "Select Model": "Выбрать модель",
-    "Session defaults": "Настройки сеанса по умолчанию",
     "Select model {{model}}": "Выбрать модель {{model}}",
     "Select models": "Выбрать модели",
     "Select models (empty for allow all)": "Выбрать модели (пусто для разрешения всех)",
@@ -5223,7 +5902,6 @@
     "Select or enter color value": "Выбрать или ввести значение цвета",
     "Select or enter method identifier": "Выберите или введите идентификатор способа",
     "Select or enter model name": "Выберите или введите имя модели",
-    "Sessions and retries": "Сессии и повторы",
     "Select or enter payment type": "Выбрать или ввести тип оплаты",
     "Select or enter payment type key": "Выберите или введите ключ типа оплаты",
     "Select payment method": "Выберите способ оплаты",
@@ -5248,6 +5926,7 @@
     "Select the API endpoint region": "Выбрать регион конечной точки API",
     "Select the fields you want to overwrite with upstream data. Unselected fields keep their local values.": "Выберите поля, которые вы хотите перезаписать данными из вышестоящего источника. Невыбранные поля сохранят свои локальные значения.",
     "Select the models to keep in this channel.": "Выберите модели, которые нужно оставить в этом канале.",
+    "Select the task plugins installed on the upstream gateway": "Выберите плагины задач, установленные на вышестоящем шлюзе",
     "Select theme preference": "Выбрать предпочтение темы",
     "Select theme preset": "Выберите пресет темы",
     "Select time granularity": "Выбрать детализацию времени",
@@ -5257,6 +5936,7 @@
     "selected": "выбрано",
     "Selected {{count}}": "Выбрано: {{count}}",
     "Selected {{selected}} / {{total}}": "Выбрано {{selected}} / {{total}}",
+    "Selected candidate": "Selected candidate",
     "selected channel(s). Leave empty to remove tag.": "выбранный канал(ы). Оставьте пустым, чтобы удалить тег.",
     "Selected conflicts were overwritten successfully.": "Выбранные конфликты успешно перезаписаны.",
     "Selected names are": "Выбранные имена",
@@ -5268,7 +5948,6 @@
     "Send a request": "Отправить запрос",
     "Send chat completions to the OpenAI-compatible /v1/chat/completions instead of the native Ollama /api/chat": "Отправлять chat completions на OpenAI-совместимый /v1/chat/completions вместо нативного /api/chat Ollama",
     "Send code": "Отправить код",
-    "Send email alerts when a user falls below this quota": "Отправлять оповещения по электронной почте, когда пользователь опускается ниже этой квоты",
     "Send reset email": "Отправить письмо для сброса пароля",
     "Send the original request body to upstream without conversion. Only available for native forwarding routes.": "Отправлять исходное тело запроса вышестоящему серверу без преобразования. Доступно только для маршрутов с нативной пересылкой.",
     "Sending...": "Отправка...",
@@ -5284,10 +5963,14 @@
     "Server Log Management": "Управление журналами сервера",
     "Server logging is not enabled (log directory not configured)": "Журналирование сервера не включено (каталог журналов не настроен)",
     "Server Token": "Токен сервера",
+    "Server-side routing preview only; no model request or charge. Availability and session bindings may change the selected channel.": "Server-side routing preview only; no model request or charge. Availability and session bindings may change the selected channel.",
     "Service account JSON file(s)": "JSON-файл сервисного аккаунта",
+    "Service status": "Service status",
+    "Service support provided by Crash Workshop Cloud Computing": "Service support provided by Crash Workshop Cloud Computing",
     "Session": "Сессия",
     "Session behavior": "Поведение сессии",
     "Session behavior prevents switching channels": "Настройка сессии запрещает переключение каналов",
+    "Session defaults": "Настройки сеанса по умолчанию",
     "Session expired!": "Сессия истекла!",
     "Session expired?": "Сессия истекла?",
     "Session rule": "Правило сессии",
@@ -5296,6 +5979,7 @@
     "Session rules table": "Таблица правил сессий",
     "Session signed out": "Сеанс завершён",
     "Sessions & Access": "Сеансы и доступ",
+    "Sessions and retries": "Сессии и повторы",
     "Set": "Установить",
     "Set a discount rate for a specific recharge amount threshold.": "Установите ставку скидки для определенного порога суммы пополнения.",
     "Set a secure password (min. 8 characters)": "Установите надежный пароль (минимум 8 символов)",
@@ -5311,6 +5995,7 @@
     "Set prices for each set of conditions below. Cost = usage × unit price + additional charge. Token prices are per million tokens.": "Задайте цены для условий ниже. Стоимость = объём × цена за единицу + доплата. Цены токенов указываются за миллион.",
     "Set prices for each set of conditions below. Cost = usage × unit price + fixed fee. Token prices are per million tokens.": "Задайте цены для условий ниже. Стоимость = объём × цена за единицу + фиксированная плата. Цены токенов указываются за миллион.",
     "Set Project to io.cloud when creating/selecting key": "Установите Проект в io.cloud при создании/выборе ключа",
+    "Set public aliases and visibility for each group. Hidden groups are excluded from the public status API.": "Set public aliases and visibility for each group. Hidden groups are excluded from the public status API.",
     "Set quota amount and limits": "Настройте квоту и лимиты",
     "Set Request Header": "Установить заголовок запроса",
     "Set runtime request header: override entire value, or manipulate comma-separated tokens": "Установить заголовок запроса: переопределить значение или управлять токенами через запятую",
@@ -5330,7 +6015,11 @@
     "Setting updated successfully": "Настройка успешно обновлена",
     "Settings": "Настройки",
     "Settings & Preferences": "Настройки и предпочтения",
+    "Settings take effect after saving the API key.": "Settings take effect after saving the API key.",
+    "Settings updated": "Настройки обновлены",
     "Settings updated successfully": "Настройки успешно обновлены",
+    "Settled attempt total": "Settled attempt total",
+    "Settled by the task usage expression": "Расчёт по выражению использования задачи",
     "Setup expired. Scan the new QR code and save the new backup codes.": "Срок настройки истёк. Отсканируйте новый QR-код и сохраните новые резервные коды.",
     "Setup guide": "Руководство по настройке",
     "Setup guide complete": "Руководство по настройке завершено",
@@ -5359,6 +6048,8 @@
     "Show or hide flow columns": "Показать или скрыть столбцы потока",
     "Show preview": "Показать предпросмотр",
     "Show prices in currency instead of quota.": "Показывать цены в валюте вместо квоты.",
+    "Show publicly": "Show publicly",
+    "Show recent degradation tag": "Show recent degradation tag",
     "Show selected models in model square": "Показать выбранные модели в каталоге",
     "Show sensitive data": "Показать конфиденциальные данные",
     "Show setup guide": "Показать руководство по настройке",
@@ -5379,6 +6070,7 @@
     "Sign In": "Войти",
     "Sign in now": "Войти сейчас",
     "Sign in required": "Требуется вход",
+    "Sign in to bind an account": "Войдите, чтобы привязать аккаунт",
     "Sign in with Passkey": "Войти с Passkey",
     "Sign out": "Выйти",
     "Sign out other sessions": "Завершить другие сеансы",
@@ -5404,37 +6096,47 @@
     "Simulation context is missing.": "Отсутствует контекст для моделирования.",
     "Simulation time": "Время моделирования",
     "Since previous sample": "С предыдущей выборки",
-    "Single .js file, up to 1 MiB. Its source is shown below before upload.": "Один файл .js размером до 1 МиБ. Его исходный код показан ниже перед загрузкой.",
+    "Single .js file, up to 8 MiB. Its source is shown below before upload.": "Один файл .js размером до 8 МиБ. Его исходный код показан ниже перед загрузкой.",
     "Single Key": "Одиночный ключ",
     "Site & Branding": "Сайт и брендинг",
     "Site currency ({{currency}})": "Валюта сайта ({{currency}})",
     "Site Key": "Ключ сайта",
     "Site URL": "URL сайта",
+    "Size {{size}}": "Размер {{size}}",
     "Size:": "Размер:",
     "sk_xxx or rk_xxx": "sk_xxx или rk_xxx",
     "Skip async task polling delay": "Пропускать задержку опроса асинхронных задач",
+    "Skip non-Astra requests too": "Skip non-Astra requests too",
+    "Skip pre-consumption when the wallet balance and limited API key balance both exceed this amount. Set to 0 to always pre-consume. Subscriptions and asynchronous tasks always reserve quota.": "Предсписание пропускается, если баланс кошелька и остаток лимита API-ключа превышают эту сумму. Значение 0 включает предсписание всегда. Для подписок и асинхронных задач квота резервируется всегда.",
     "Skip retry on failure": "Не повторять при ошибке",
     "Skip SMTP TLS certificate verification": "Пропустить проверку TLS-сертификата SMTP",
+    "Skip suspected degraded groups": "Skip suspected degraded groups",
     "Skip to Main": "Перейти к основному содержимому",
+    "Skip Upstream TLS Verification": "Пропустить проверку TLS-сертификата upstream-сервера",
     "Slug": "Идентификатор",
     "Slug can only contain letters, numbers, hyphens, and underscores": "Slug может содержать только буквы, цифры, дефисы и подчёркивания",
     "Slug is required": "Slug обязателен",
     "Slug must be less than 100 characters": "Slug должен содержать менее 100 символов",
     "Smallest USD amount users can recharge (Epay)": "Минимальная сумма в USD, которую пользователи могут пополнить (Epay)",
-    "SMTP Email": "Электронная почта SMTP",
     "SMTP encryption": "Шифрование SMTP",
     "SMTP Host": "Хост SMTP",
+    "SMTP server is not configured": "SMTP-сервер не настроен",
     "smtp.example.com": "smtp.example.com",
     "socks5://user:pass@host:port": "socks5://user:pass@host:port",
     "Soft Errors": "Мягкие ошибки",
     "Some channels failed: {{errorMsg}}": "Некоторые каналы не удались: {{errorMsg}}",
+    "Some files could not be deleted ({{failed}}/{{total}})": "Не удалось удалить некоторые файлы ({{failed}}/{{total}})",
     "Some matching models are hidden or have no available channel.": "Часть соответствующих моделей скрыта или не имеет доступных каналов.",
     "Some plugin information could not be read": "Не удалось прочитать часть данных плагина",
+    "Some services are degraded": "Some services are degraded",
+    "Some services are unavailable": "Some services are unavailable",
     "Something went wrong!": "Что-то пошло не так!",
     "Sonnet Model": "Модель Sonnet",
     "Sora": "Sora",
     "Sort": "Сортировать",
     "Sort by ID": "Сортировать по ID",
+    "Sort by priority to drag channels": "Для перетаскивания выберите сортировку по приоритету",
+    "Sort channels by": "Сортировать каналы по",
     "Sort Order": "Порядок сортировки",
     "Sort priority": "Приоритет сортировки",
     "Source": "Источник",
@@ -5461,11 +6163,14 @@
     "Special visibility rules": "Особые правила видимости",
     "Specified time": "Указанное время",
     "Speculative decoding acceptance rate": "Доля принятых спекулятивных токенов",
+    "Speed and stability use recent request statistics. Price ordering always uses your effective multiplier and does not depend on sample size.": "Speed and stability use recent request statistics. Price ordering always uses your effective multiplier and does not depend on sample size.",
+    "Speed uses recent streaming model tests; stability uses request statistics. Price uses effective multipliers.": "Speed uses recent streaming model tests; stability uses request statistics. Price uses effective multipliers.",
     "Spend limited": "Ограничение расходов",
     "Spread HTTP/2 traffic across multiple reusable connections to the same upstream origin (1-8).": "Распределяет трафик HTTP/2 по нескольким переиспользуемым соединениям к одному upstream-источнику (1-8).",
     "SQLite stores all data in a single file. Make sure that file is persisted when running in containers.": "SQLite хранит все данные в одном файле. Убедитесь, что файл сохраняется при работе в контейнерах.",
     "SSL/TLS": "SSL/TLS",
     "SSRF Protection": "Защита от SSRF",
+    "Stability first": "Stability first",
     "stale": "устарел",
     "Standard": "Стандартный",
     "Standard price": "Стандартная цена",
@@ -5484,11 +6189,13 @@
     "Started two-factor authentication setup": "Начата настройка двухфакторной аутентификации",
     "STARTTLS": "STARTTLS",
     "State changed": "Состояние изменено",
+    "State parameter is empty or mismatched": "Параметр state пуст или не совпадает",
     "State unchanged: {{status}}": "Статус не изменился: {{status}}",
     "Static page describing the platform.": "Статическая страница, описывающая платформу.",
     "Statistical count": "Статистический подсчет",
     "Statistical quota": "Статистическая квота",
     "Statistical tokens": "Статистические токены",
+    "Statistics cover the last 24 hours. Groups without samples are fallbacks, ordered by your applicable billing ratio. No price cap is applied.": "Statistics cover the last 24 hours. Groups without samples are fallbacks, ordered by your applicable billing ratio. No price cap is applied.",
     "Statistics reset": "Статистика сброшена",
     "Status": "Статус",
     "Status & Sync": "Статус и синхронизация",
@@ -5496,8 +6203,10 @@
     "Status Code": "Код статуса",
     "Status Code Mapping": "Сопоставление кодов состояния",
     "Status code mapping must use valid HTTP status codes": "Сопоставление кодов состояния должно использовать допустимые HTTP-коды",
+    "Status data is temporarily unavailable": "Status data is temporarily unavailable",
     "Status is outside the retry rules": "Код состояния не входит в правила повторов",
     "Status matches the retry rules": "Код состояния соответствует правилам повторов",
+    "Status page": "Status page",
     "Status Page Slug": "Slug страницы статуса",
     "Status short": "Стат.",
     "Status:": "Статус:",
@@ -5505,6 +6214,9 @@
     "Stay tuned though!": "Оставайтесь на связи!",
     "Steer behaviour with a system instruction": "Управлять поведением с помощью системной инструкции",
     "Step": "Шаг",
+    "Step {{current}} of {{total}}: {{label}}": "Шаг {{current}} из {{total}}: {{label}}",
+    "Still pending addition": "Ещё ожидают добавления",
+    "Still pending removal": "Ещё ожидают удаления",
     "Stop": "Остановить",
     "Stop Retry": "Остановить повтор",
     "Stop testing": "Остановить тестирование",
@@ -5520,6 +6232,7 @@
     "stream": "Поток",
     "Stream": "Поток",
     "Stream did not complete successfully": "Поток не завершился успешно",
+    "Stream end": "Stream end",
     "Stream Mode": "Потоковый режим",
     "Stream Status": "Статус потока",
     "Stream tokens incrementally as they are generated": "Передавать токены по мере их генерации",
@@ -5533,8 +6246,11 @@
     "Stripe API key (leave blank unless updating)": "Ключ API Stripe (оставьте пустым, если не обновляете)",
     "Stripe Dashboard": "Панель управления Stripe",
     "Stripe Gateway": "Шлюз Stripe",
+    "Stripe is not configured or key is invalid": "Stripe не настроен или ключ недействителен",
     "Stripe product price ID": "ID цены продукта Stripe",
+    "Stripe webhook is not configured": "Webhook Stripe не настроен",
     "Stripe/Creem requires creating products on the third-party platform and entering the ID": "Stripe/Creem требует создания продуктов на сторонней платформе и ввода ID",
+    "StripePriceId is not configured for this plan": "Для этого плана не настроен StripePriceId",
     "Structured output": "Структурированный вывод",
     "Submit": "Отправить",
     "Submit directly": "Отправить напрямую",
@@ -5553,9 +6269,13 @@
     "Subscription Management": "Управление подписками",
     "Subscription Only": "Только подписка",
     "Subscription plan creation and changes are locked until the administrator confirms compliance terms in Payment Gateway settings.": "Создание и изменение планов подписки заблокированы, пока администратор не подтвердит условия соответствия в настройках платежного шлюза.",
+    "Subscription plan is not enabled": "План подписки не включен",
+    "Subscription plan title cannot be empty": "Название плана подписки не может быть пустым",
     "Subscription Plans": "Планы подписки",
     "Subscription plans do NOT use the bound Product — each plan has its own dedicated Pancake product, set in the Subscriptions admin (or auto-minted via the \"+ Create\" button there).": "Планы подписки НЕ используют привязанный продукт — у каждого плана есть собственный продукт Pancake, задаваемый в администрировании подписок (или автоматически создаваемый кнопкой «+ Создать»).",
     "Subscription purchased successfully": "Подписка успешно приобретена",
+    "Subscription purchased with balance, plan: {{plan}}, payment amount: {{amount}}, quota deducted: {{quota}}": "Подписка оформлена с баланса, тариф: {{plan}}, сумма оплаты: {{amount}}, списано квоты: {{quota}}",
+    "Subscription purchased, plan: {{plan}}, payment amount: {{amount}}, payment method: {{method}}": "Подписка оформлена, тариф: {{plan}}, сумма оплаты: {{amount}}, способ оплаты: {{method}}",
     "Subscriptions": "Подписки",
     "Subtract": "Вычесть",
     "succeeded": "успешно",
@@ -5596,6 +6316,8 @@
     "Supports plugin extensions": "Поддержка плагинов",
     "Supports PNG, JPG, SVG, or WebP. Recommended size: 128×128 or smaller.": "Поддерживаются PNG, JPG, SVG или WebP. Рекомендуемый размер: 128×128 или меньше.",
     "Surprise me": "Удиви меня",
+    "Suspected degradation": "Suspected degradation",
+    "Suspected model substitution": "Suspected model substitution",
     "Sustained tokens per second": "Устойчивая скорость токенов в секунду",
     "Swap Face": "Замена лица",
     "Switch affinity on success": "Переключить привязку при успехе",
@@ -5604,7 +6326,10 @@
     "Switch to visual editor": "Перейти к визуальному редактору",
     "Switch to visual mode to add rules or apply templates.": "Перейдите в визуальный режим, чтобы добавить правила или применить шаблоны.",
     "Switch to visual pricing?": "Перейти к визуальной настройке цен?",
+    "Switched successfully": "Switched successfully",
+    "Switched to fallback group": "Switched to fallback group",
     "Switching regenerates the expression from the price table and replaces its original formatting and tier names. Changes apply only after saving.": "При переключении выражение будет создано заново из таблицы цен. Исходное форматирование и названия уровней будут заменены. Изменения вступят в силу после сохранения.",
+    "Sync": "Синхронный",
     "Sync Endpoint": "Конечная точка синхронизации",
     "Sync Endpoints": "Точки синхронизации",
     "Sync Fields": "Синхронизировать поля",
@@ -5635,8 +6360,10 @@
     "System constraint": "Системное ограничение",
     "System data statistics": "Статистика системных данных",
     "System default": "По умолчанию",
+    "System error: {{error}}": "Системная ошибка: {{error}}",
     "System Info": "Информация о системе",
     "System Information": "Системная информация",
+    "System initialized successfully": "Система успешно инициализирована",
     "System initialized successfully! Redirecting…": "Система успешно инициализирована! Перенаправление…",
     "System logo": "Логотип системы",
     "System maintenance": "Обслуживание системы",
@@ -5662,6 +6389,7 @@
     "Table view": "Вид таблицы",
     "Tag": "Тег",
     "Tag Aggregate": "Агрегация тегов",
+    "Tag cannot be empty": "Тег не может быть пустым",
     "Tag Mode": "Режим тегов",
     "Tag Name": "Название метки",
     "Tag set successfully": "Тег успешно установлен",
@@ -5693,11 +6421,17 @@
     "Task Logs": "Журнал задач",
     "Task Plugin": "Плагин задач",
     "Task plugin *": "Плагин задач *",
+    "Task plugin does not match": "Task plugin does not match",
     "Task plugin setting updated": "Настройка плагинов задач обновлена",
+    "Task plugins": "Плагины задач",
     "Task Plugins": "Плагины задач",
     "Task pricing": "Тарификация задач",
     "Task pricing must be converted manually using the task usage schema.": "Тарифы задач необходимо преобразовать вручную по схеме использования задачи.",
     "Task pricing not configured": "Тарификация задач не настроена",
+    "Task timed out": "Истекло время выполнения задачи",
+    "Task timed out (a task left by the old system is not refunded; contact the administrator)": "Истекло время выполнения задачи (задачи старой системы не возмещаются; обратитесь к администратору)",
+    "Task usage data is required to estimate this expression. Check the model's task plugin configuration.": "Для оценки стоимости по этому выражению нужны данные использования задач. Проверьте настройки плагина задач модели.",
+    "Task usage metadata is unavailable. Pricing details cannot be displayed.": "Метаданные использования задач недоступны. Не удалось отобразить подробные цены.",
     "Task usage prices are USD per declared unit. They are not token prices and are not divided by one million.": "Цены за использование указываются в USD за объявленную единицу. Это не цены за токены, и они не делятся на миллион.",
     "Task usage prices are USD per declared unit. Token fields use dollars per 1M tokens; the editor writes / 1000000 into the expression. Other units are not divided by one million.": "Цены за использование задач указаны в USD за объявленную единицу. Поля token задаются в долларах за 1 млн token; редактор записывает / 1000000 в выражение. Остальные единицы на миллион не делятся.",
     "Tasks currently pending or running.": "Задачи, которые ожидают выполнения или выполняются сейчас.",
@@ -5707,6 +6441,7 @@
     "Telegram authorization failed. Please try again.": "Не удалось выполнить авторизацию Telegram. Повторите попытку.",
     "Telegram binding failed. Please try again.": "Не удалось привязать Telegram. Повторите попытку.",
     "Telegram binding is disabled.": "Привязка Telegram отключена.",
+    "Telegram ID is empty!": "Telegram ID не указан!",
     "Telegram login has changed. Reload the page and start Telegram OAuth again.": "Способ входа через Telegram изменился. Обновите страницу и снова начните вход через Telegram OAuth.",
     "Telegram Login Widget": "Виджет входа Telegram",
     "Telegram OAuth Client ID from BotFather": "Client ID Telegram OAuth из BotFather",
@@ -5725,17 +6460,22 @@
     "Test a model with a starter prompt, or write your own request below.": "Проверьте модель с начальным промптом или напишите собственный запрос ниже.",
     "Test all {{count}} models": "Проверить все модели: {{count}}",
     "Test All Channels": "Проверить все каналы",
+    "Test benchmark": "Test benchmark",
+    "Test candy": "Test candy",
     "Test Channel Connection": "Проверить подключение канала",
     "Test channels, refresh balances, and enable/disable individual, batch, or tagged channels.": "Тестирование каналов, обновление балансов и включение/отключение отдельных, пакетных или помеченных каналов.",
     "Test Connection": "Проверить подключение",
     "Test connectivity for:": "Проверить подключение для:",
     "Test failed": "Тест не выполнен",
+    "Test fingerprint": "Test fingerprint",
     "Test interval (minutes)": "Интервал проверки (минуты)",
     "Test Latency": "Проверить задержку",
     "Test Mode": "Тестовый режим",
     "Test Model": "Проверить модель",
     "Test models and prompts from the browser": "Тестируйте модели и промпты в браузере",
+    "Test pelican": "Test pelican",
     "Test selected models": "Проверить выбранные модели",
+    "Test vision": "Проверить зрение",
     "Testing all enabled channels started. Please refresh to see results.": "Тестирование всех включенных каналов начато. Пожалуйста, обновите страницу, чтобы увидеть результаты.",
     "Testing...": "Тестирование...",
     "Text": "Текст",
@@ -5746,6 +6486,8 @@
     "Text Output": "Текстовый выход",
     "Text to Video": "Текст в видео",
     "Text-only requests": "Только текстовые запросы",
+    "The access token lacks the required permission": "У токена доступа нет нужного права",
+    "The access token lacks the required permission: {{scope}}": "У токена доступа нет нужного разрешения: {{scope}}",
     "The action details are invalid.": "Недопустимые параметры действия.",
     "The admin configured three groups and one special ratio rule:": "Администратор настроил три группы и одно правило особого коэффициента:",
     "The admin wants vip users to pay even less when they use premium. That needs an override rule: in the override matrix, set the cell at row vip, column premium to 0.3.": "Администратор хочет, чтобы пользователи vip платили ещё меньше при использовании premium. Для этого нужно правило переопределения: в матрице задайте ячейку на пересечении строки vip и столбца premium равной 0,3.",
@@ -5762,8 +6504,10 @@
     "The button fills in this website and keeps any existing website addresses. Save changes on the settings page to apply.": "Кнопка подставит текущий сайт и сохранит уже указанные адреса. Для применения сохраните изменения на странице настроек.",
     "The change succeeded, but the notification email could not be sent.": "Изменение выполнено, но отправить уведомление по почте не удалось.",
     "The changelog could not be fetched or parsed. Please try again.": "Не удалось получить или разобрать историю изменений. Повторите попытку.",
+    "The Classic frontend has been removed. The theme can only be set to default": "Интерфейс Classic удалён. Тему можно установить только в default",
     "The converted price must be a finite, non-negative number.": "Цена после пересчёта должна быть конечным неотрицательным числом.",
     "The current setting could not be loaded. You can still enter the website domain yourself.": "Не удалось загрузить текущую настройку. Вы можете ввести домен сайта вручную.",
+    "The current sign-in method does not support security verification": "Текущий способ входа не поддерживает проверку безопасности",
     "The deployment node that handled the requests": "Узел развёртывания, обработавший запросы",
     "The downloaded source does not match the sha256 declared in the index. Do not install it.": "Загруженный код не соответствует sha256, указанному в индексе. Не устанавливайте его.",
     "The effective domain for Passkey registration. Must match the current domain or be its parent domain.": "Действующий домен для регистрации Passkey. Должен совпадать с текущим доменом или быть его родительским доменом.",
@@ -5774,7 +6518,10 @@
     "The following models in the model redirect have not been added to the \"Models\" list and may fail during invocation due to missing available models:": "Следующие модели в перенаправлении модели не были добавлены в список \"Модели\" и могут не работать при вызове из-за отсутствия доступных моделей:",
     "The gateway rejected this plugin": "Шлюз отклонил этот плагин",
     "The index could not be fetched or parsed: {{message}}. The host may block cross-origin requests.": "Не удалось загрузить или разобрать индекс: {{message}}. Хост может блокировать кросс-доменные запросы.",
+    "The legacy token stops working on {{date}}. Create a new token to replace it.": "Устаревший токен перестанет работать {{date}}. Создайте новый токен ему на замену.",
     "The login session that started this Telegram binding is no longer valid.": "Сеанс входа, из которого была начата привязка Telegram, больше недействителен.",
+    "The longest log time range must be at least 1 day": "Максимальный период журналов должен быть не меньше 1 дня",
+    "The longest time range a user can view at once in the logs and on the dashboard, and the longest range any export can cover.": "Самый длинный период, который пользователь может просмотреть за один раз в журналах и на панели управления, и предел для любого экспорта.",
     "The mapped upstream model(s)": "Сопоставленные upstream модель(и)",
     "The model routing configuration could not be verified.": "Не удалось проверить настройки маршрутизации модели.",
     "The model that was requested": "Запрошенная модель",
@@ -5783,9 +6530,17 @@
     "The name displayed across the application": "Имя, отображаемое в приложении",
     "The new token will only be shown once. Copy it and store it securely.": "Новый токен будет показан только один раз. Скопируйте его и сохраните в безопасном месте.",
     "The OAuth account does not match the account linked to your profile.": "Этот аккаунт OAuth не совпадает с аккаунтом, привязанным к профилю.",
+    "The preset never adds groups. Customize the pool to add model rules.": "The preset never adds groups. Customize the pool to add model rules.",
     "The public URL of your server, used for OAuth callbacks, webhooks, and other external integrations": "Публичный URL вашего сервера, используемый для OAuth-перенаправлений, вебхуков и других внешних интеграций",
+    "The rate uses the closest valid fingerprint: non-Astra results count as downgraded. Rounds without a valid fingerprint are excluded.": "Показатель рассчитан по ближайшему действительному отпечатку: результаты не Astra считаются снижением. Проверки без действительного отпечатка исключаются.",
+    "The ratio config API is not enabled": "API конфигурации коэффициентов не включён",
     "The requested chat preset does not exist or has been removed.": "Запрошенный предустановленный чат не существует или был удален.",
     "The reset request stays disabled until a credit is available.": "Запрос сброса недоступен, пока нет доступного сброса.",
+    "The result was returned in the API response and was not saved as an artifact": "Результат был возвращён в ответе API и не сохранён как артефакт",
+    "The returned model is diagnostic metadata, not proof of the model that ran.": "The returned model is diagnostic metadata, not proof of the model that ran.",
+    "The search pattern can contain at most 2 % wildcards": "Шаблон поиска может содержать не более 2 подстановочных знаков %",
+    "The search pattern cannot contain consecutive % wildcards": "Шаблон поиска не может содержать подряд идущие подстановочные знаки %",
+    "The server returned the following result. Unselected models remain pending.": "Ниже результат, полученный от сервера. Невыбранные модели остаются в ожидании обработки.",
     "The setup wizard will use this database during initialization.": "Мастер настройки будет использовать эту базу данных при инициализации.",
     "The site exchange rate is invalid. Prices are shown in USD.": "Курс сайта недействителен. Цены отображаются в USD.",
     "The site is not available at the moment.": "Сайт в данный момент недоступен.",
@@ -5794,9 +6549,11 @@
     "The sync will fetch missing models and vendors from the selected source. Existing records are updated only when you approve conflicts.": "Синхронизация получит отсутствующие модели и поставщиков из выбранного источника. Существующие записи обновляются только после подтверждения конфликтов.",
     "The system always bills in USD. Site currency makes entering and converting prices easier; amounts are converted to USD using the site exchange rate. Switching currencies does not change the actual price. Raw billing expressions always use USD.": "Система всегда рассчитывает стоимость в USD. Валюта сайта упрощает ввод и пересчёт цен; суммы переводятся в USD по курсу сайта. Переключение валюты не меняет фактическую цену. В исходных выражениях тарификации всегда используется USD.",
     "The system currently uses: {{domain}}": "Сейчас система использует: {{domain}}",
+    "The system is already initialized": "Система уже инициализирована",
     "The task was accepted; submission cannot be replayed": "Задача принята; повторная отправка запрещена",
     "The Telegram authorization request is invalid or expired.": "Запрос авторизации Telegram недействителен или истёк.",
     "The telegram OAuth provider name is reserved. Ask your administrator to rename the conflicting custom provider.": "Имя OAuth-провайдера telegram зарезервировано. Попросите администратора переименовать конфликтующего пользовательского провайдера.",
+    "The time range cannot exceed {{days}} days": "Временной диапазон не может превышать {{days}} дн.",
     "The token group that will have a custom ratio": "Группа токенов, которая будет иметь пользовательское соотношение",
     "The token has no group, so it is billed as the user group vip, using the base ratio of vip.": "У токена нет группы, поэтому вызов тарифицируется по группе пользователя vip с базовым коэффициентом vip.",
     "The two roles of a group": "Две роли группы",
@@ -5805,6 +6562,7 @@
     "The unique name for this vendor": "Уникальное имя для этого поставщика",
     "The upstream address this plugin sends requests to. The plugin declares no default, so it must be filled in.": "Адрес вышестоящего сервиса, на который плагин отправляет запросы. Плагин не объявляет значение по умолчанию, поэтому поле обязательно.",
     "The upstream channel that served the requests": "Вышестоящий канал, обслуживший запросы",
+    "The upstream key has unlimited quota. Turn on \"Allow querying user quota\" for this key on the upstream to see the real balance.": "У вышестоящего ключа неограниченная квота. Включите для него «Разрешить просмотр квоты пользователя» на вышестоящем сервере, чтобы увидеть реальный баланс.",
     "The upstream natively supports all three protocols; every selected route is forwarded without conversion.": "Поставщик нативно поддерживает все три протокола; выбранные маршруты пересылаются без преобразования.",
     "The upstream response is valid JSON, but it does not match the OpenAI credit_summary format. The channel balance was not updated.": "Ответ поставщика содержит допустимый JSON, но не соответствует формату OpenAI credit_summary. Баланс канала не обновлён.",
     "The upstream returned a model name different from both the requested and upstream models. Aliases or dated versions may also cause this; this warning alone does not prove model substitution.": "Провайдер вернул имя модели, отличное и от запрошенного, и от переданного ему. Причиной также могут быть псевдонимы или версии с датой; само по себе это предупреждение не доказывает подмену модели.",
@@ -5834,10 +6592,13 @@
     "Third-party plugin risk": "Риск стороннего плагина",
     "Third-party source risk": "Риск сторонних источников",
     "Third-party-only plugins become unavailable immediately. In-flight tasks will be handled by timeout cleanup.": "Сторонние плагины сразу станут недоступны. Активные задачи обработает очистка по тайм-ауту.",
+    "This {{provider}} account cannot be linked to an existing account automatically, please sign in or register another way and then link {{provider}} in account settings": "Этот аккаунт {{provider}} нельзя автоматически привязать к существующему аккаунту. Войдите или зарегистрируйтесь другим способом, затем привяжите {{provider}} в настройках аккаунта",
+    "This {{provider}} account has already been bound": "Этот аккаунт {{provider}} уже привязан",
     "This action cannot be undone.": "Это действие невозможно отменить.",
     "This action cannot be undone. This will permanently delete your account and remove all your data from our servers.": "Это действие невозможно отменить. Это безвозвратно удалит вашу учетную запись и все ваши данные с наших серверов.",
     "This action will permanently remove 2FA protection from your account.": "Это действие безвозвратно удалит защиту 2FA из вашей учетной записи.",
     "This announcement will be removed from the list.": "Это объявление будет удалено из списка.",
+    "This API is deprecated": "Этот API устарел",
     "This API key has no quota limit. Requests still require available wallet or subscription quota.": "У этого API-ключа нет лимита. Для запросов по-прежнему нужен доступный баланс кошелька или квота подписки.",
     "This API shortcut will be removed from the list.": "Этот ярлык API будет удален из списка.",
     "This base URL points at a private or local network host. Make sure it is an upstream you control.": "Этот базовый URL указывает на частный или локальный хост. Убедитесь, что это подконтрольный вам вышестоящий сервис.",
@@ -5846,6 +6607,8 @@
     "This changelog is not available in your language. Showing English.": "История изменений недоступна на вашем языке. Показана английская версия.",
     "This channel has no configured models.": "У этого канала нет настроенных моделей.",
     "This channel is not an Ollama channel.": "Этот канал не является каналом Ollama.",
+    "This channel is not in multi-key mode": "Этот канал не в режиме нескольких ключей",
+    "This channel serves the models of every selected plugin. The upstream New API gateway must have the same plugins installed.": "Этот канал обслуживает модели каждого выбранного плагина. На вышестоящем шлюзе New API должны быть установлены те же плагины.",
     "This channel type does not support fetching models": "Этот тип канала не поддерживает получение моделей",
     "This channel type requires additional configuration": "Для этого типа канала требуется дополнительная конфигурация",
     "This combination will be billed as free.": "Эта комбинация будет тарифицироваться бесплатно.",
@@ -5858,6 +6621,7 @@
     "This email address is already in use.": "Этот адрес почты уже используется.",
     "This email address is not allowed by the administrator's email policy.": "Этот адрес почты запрещён политикой администратора.",
     "This expression cannot be edited visually without losing information.": "Это выражение нельзя редактировать визуально без потери информации.",
+    "This expression cannot be expanded into a price table. View the original expression below.": "Это выражение нельзя представить в виде таблицы цен. Исходное выражение приведено ниже.",
     "This expression cannot be represented by the price table. Switching discards the entire expression, including request rules, and resets all prices to zero. Configure prices before saving.": "Это выражение нельзя представить в таблице цен. При переключении всё выражение, включая правила запросов, будет удалено, а все цены сброшены до нуля. Настройте цены перед сохранением.",
     "This expression cannot be represented by the price table. You can switch to visual editing by confirming that the expression will be discarded.": "Это выражение нельзя представить в таблице цен. Вы можете перейти к визуальному редактору, подтвердив удаление выражения.",
     "This expression cannot be simulated in the browser.": "Это выражение нельзя смоделировать в браузере.",
@@ -5867,6 +6631,7 @@
     "This external account is already bound.": "Этот внешний аккаунт уже привязан.",
     "This FAQ entry will be removed from the list.": "Эта запись FAQ будет удалена из списка.",
     "This feature is experimental. Configuration format and behavior may change.": "Эта функция является экспериментальной. Формат конфигурации и поведение могут измениться.",
+    "This feature requires signing in to the dashboard": "Для этой функции нужно войти в панель",
     "This field does not support wildcards or regular expressions.": "Это поле не поддерживает подстановочные знаки или регулярные выражения.",
     "This historical record predates audit-info tracking and cannot be backfilled. The current instance already records server IP, callback IP, payment method, and system version for new top-ups going forward.": "Эта историческая запись была создана до появления функции аудита и не содержит данных аудита. Текущая версия уже поддерживает запись IP-адреса сервера, IP обратного вызова, способа оплаты и версии системы, но эти поля будут заполняться только в новых записях — восполнить их в старых записях задним числом невозможно.",
     "This identifier is sent to the payment backend when creating an order. Use alipay for Alipay, wxpay for WeChat Pay, stripe for Stripe. Custom values must be supported by your payment provider.": "Этот идентификатор отправляется в платежный backend при создании заказа. Для Alipay используйте alipay, для WeChat Pay — wxpay, для Stripe — stripe. Пользовательские значения должны поддерживаться вашим платежным провайдером.",
@@ -5879,11 +6644,11 @@
     "This model has both fixed price and ratio billing conflicts": "Эта модель имеет конфликты как фиксированной цены, так и пропорциональной тарификации",
     "This model has both fixed-price and ratio settings. Saving the current mode will rewrite the conflicting fields.": "У этой модели одновременно заданы фиксированная цена и коэффициенты. Сохранение текущего режима перезапишет конфликтующие поля.",
     "This model has both fixed-price and token-price settings. Saving the current mode will rewrite the conflicting fields.": "У этой модели одновременно заданы фиксированная цена и цены за токены. Сохранение текущего режима перезапишет конфликтующие поля.",
-    "This model has different image request multipliers across channels. Use separate billing model names to convert them.": "У этой модели разные множители запросов изображений в разных каналах. Для преобразования используйте отдельные имена расчётных моделей.",
     "This model has provider-specific billing and must be converted manually.": "Эта модель использует особую тарификацию провайдера и требует ручного преобразования.",
     "This model is billed by usage, but the administrator has not configured its pricing yet.": "Эта модель оплачивается по объёму использования, но администратор ещё не настроил её цену.",
     "This model is not available in any group, or no group pricing information is configured.": "Эта модель недоступна ни в одной группе, или информация о ценах для групп не настроена.",
     "This month": "В этом месяце",
+    "This OAuth provider still has linked users and cannot be deleted. Unbind all users first.": "У этого поставщика OAuth есть привязанные пользователи, поэтому его нельзя удалить. Сначала отвяжите всех пользователей.",
     "This OpenRouter Claude price derives cache-write usage from upstream cost and must be converted manually.": "Этот тариф OpenRouter Claude определяет объём записи в кэш по стоимости провайдера и требует ручного преобразования.",
     "This operation is only supported for vLLM channels": "Операция доступна только для каналов vLLM",
     "This operation is only supported for vLLM or SGLang channels": "Эта операция доступна только для каналов vLLM или SGLang",
@@ -5899,8 +6664,13 @@
     "This route discovers upstream OpenAI models and cannot be split or matched by client model rules.": "Этот маршрут обнаруживает модели OpenAI вышестоящего сервиса; его нельзя разделять или сопоставлять по правилам клиентских моделей.",
     "This route is used only by channel management to discover upstream models.": "Этот маршрут используется только управлением каналами для получения моделей поставщика.",
     "This route is used only by channel management to query the upstream balance.": "Этот маршрут используется только управлением каналами для запроса баланса поставщика.",
+    "This rule does not have include_rule_name enabled, so its cache cannot be cleared by rule": "Для этого правила не включён include_rule_name, поэтому его кэш нельзя очистить по правилу",
+    "This sends 32 independent Meow probes per enabled Astra channel. Upstream costs are paid by the platform. Existing tasks will not be duplicated. Please allow at least 5 minutes between rounds.": "This sends 32 independent Meow probes per enabled Astra channel. Upstream costs are paid by the platform. Existing tasks will not be duplicated. Please allow at least 5 minutes between rounds.",
+    "This sends up to 3 independent requests per enabled Astra channel. Upstream costs are paid by the platform, not customer tokens. Existing tasks will not be duplicated. Please allow at least 5 minutes between rounds.": "This sends up to 3 independent requests per enabled Astra channel. Upstream costs are paid by the platform, not customer tokens. Existing tasks will not be duplicated. Please allow at least 5 minutes between rounds.",
     "This session will lose access immediately and must sign in again.": "Этот сеанс немедленно потеряет доступ, и потребуется повторный вход.",
     "This site currently has {{count}} models enabled": "На этом сайте сейчас включено моделей: {{count}}",
+    "This slug conflicts with a built-in OAuth provider": "Этот идентификатор конфликтует со встроенным поставщиком OAuth",
+    "This slug is already in use": "Этот идентификатор уже используется",
     "This source does not publish a sha256 for this version, so the downloaded source cannot be pinned to what the source intended.": "Источник не публикует sha256 для этой версии, поэтому нельзя убедиться, что загруженный код совпадает с опубликованным.",
     "This source lists no installable task plugins.": "В этом источнике нет плагинов задач, доступных для установки.",
     "This Telegram account is already bound.": "Эта учётная запись Telegram уже привязана.",
@@ -5912,20 +6682,24 @@
     "This user account is disabled.": "Эта учётная запись пользователя отключена.",
     "This user account no longer exists.": "Эта учётная запись пользователя больше не существует.",
     "this user group": "эта группа пользователей",
+    "This user has no active subscription to this plan": "У этого пользователя нет активной подписки на этот план",
     "This user has no bindings": "У этого пользователя нет привязок",
+    "This user is already a common user": "Этот пользователь уже является обычным пользователем",
+    "This user is already an administrator": "Этот пользователь уже является администратором",
     "This verification has already been used. Please verify again.": "Это подтверждение уже использовано. Подтвердите личность ещё раз.",
     "This verification method is currently unavailable.": "Этот способ подтверждения сейчас недоступен.",
     "This verification method is not allowed for this action.": "Этот способ подтверждения не разрешён для данной операции.",
     "This verification method requires its dedicated verification flow.": "Для этого способа необходимо пройти отдельную процедуру подтверждения.",
     "This version is ignored": "Уведомления об этой версии отключены",
+    "This version is saved but not active. Activate it to replace the current version, or activate it later from the Versions tab.": "Эта версия сохранена, но не активна. Активируйте её, чтобы заменить текущую версию, или сделайте это позже на вкладке «Версии».",
     "This week": "На этой неделе",
     "This will append 2 template rules (Codex CLI and Claude CLI) to the existing rule list.": "Это добавит 2 шаблонных правила (Codex CLI и Claude CLI) к существующему списку правил.",
     "This will clear custom pricing ratios and revert to upstream defaults.": "Это очистит пользовательские ценовые коэффициенты и вернет к стандартным значениям поставщика.",
     "This will delete all": "Это удалит все",
+    "This will delete all <strong>used</strong>, <strong>disabled</strong>, and <strong>expired</strong> redemption codes.": "Все <strong>использованные</strong>, <strong>отключённые</strong> и <strong>просроченные</strong> коды погашения будут удалены.",
     "This will delete all channel affinity cache entries still in memory.": "Это удалит все записи кэша привязки каналов из памяти.",
     "This will delete temporary cache files that have not been used for more than 10 minutes": "Будут удалены временные файлы кэша, не использовавшиеся более 10 минут",
     "This will extend the deployment by the specified hours.": "Это продлит развертывание на указанное количество часов.",
-    "This will immediately invalidate your existing access token. Any applications or scripts using it will stop working.": "Это немедленно сделает текущий токен доступа недействительным. Использующие его приложения и скрипты перестанут работать.",
     "This will permanently delete all manually and automatically disabled channels. This action cannot be undone.": "Это навсегда удалит все каналы, отключённые вручную и автоматически. Это действие нельзя отменить.",
     "This will permanently delete API key": "Это безвозвратно удалит ключ API",
     "This will permanently delete redemption code": "Это безвозвратно удалит код активации",
@@ -5995,18 +6769,25 @@
     "Token": "Токен",
     "token (unit)": "token",
     "Token Breakdown": "Детализация токенов",
+    "Token cache hit rate": "Token cache hit rate",
+    "Token count exceeds the limit. Only exact search is allowed, do not use the % wildcard": "Количество токенов превышает лимит. Разрешён только точный поиск, не используйте подстановочный знак %",
     "Token Endpoint": "Конечная точка токена",
     "Token Endpoint (Optional)": "Конечная точка токена (необязательно)",
     "Token estimator": "Оценка токенов",
     "Token group": "Группа токена",
+    "Token has expired and cannot be enabled. Please modify the expiration time or set it to never expire": "Срок действия токена истёк, включить его нельзя. Измените время истечения или сделайте его бессрочным",
     "Token has no group": "У токена нет группы",
     "Token ID": "ID токена",
+    "Token ID or user ID is empty": "ID токена или ID пользователя пуст",
     "Token identifier": "Идентификатор токена",
+    "Token IDs cannot be empty": "ID токенов не могут быть пустыми",
     "Token Limits": "Ограничения токенов",
     "Token management": "Управление токенами",
     "Token Management": "Управление токенами",
     "Token Mgmt": "Управление токенами",
+    "Token name": "Имя токена",
     "Token Name": "Имя токена",
+    "Token name is too long": "Слишком длинное имя токена",
     "Token obtained from your Gotify application": "Токен, полученный из вашего приложения Gotify",
     "Token operation details": "Подробности операции с токенами",
     "Token or per-call pricing": "По токенам или за запрос",
@@ -6016,6 +6797,7 @@
     "Token price for creating cache entries.": "Цена токенов для создания записей кэша.",
     "Token price for image input.": "Цена токенов для входного изображения.",
     "Token prices": "Цены токенов",
+    "Token quota is exhausted and cannot be enabled. Please modify the remaining quota or set it to unlimited": "Квота токена исчерпана, включить его нельзя. Измените оставшуюся квоту или сделайте её неограниченной",
     "Token regenerated and copied to clipboard": "Токен перегенерирован и скопирован в буфер обмена",
     "Token scope": "Выбор токенов",
     "Token share by model author across the last 24 hours": "Доля токенов по автору модели за последние 24 часа",
@@ -6034,16 +6816,21 @@
     "Tokens Only": "Только токены",
     "Tokens per minute": "Токенов в минуту",
     "Tokens since launch": "Токенов с запуска",
+    "Tokens_usage": "Токены",
     "Tokens-only mode will show raw quota values regardless of this toggle.": "Режим «только токены» будет показывать необработанные значения квот независимо от этого переключателя.",
     "Too many active login sessions. On a device where you are already signed in, open Login sessions and use “Sign out other sessions” to revoke them. If you cannot access a signed-in device, reset your password to sign out all sessions.": "Достигнут лимит активных сеансов входа. На устройстве, где вы уже вошли, откройте «Сеансы входа» и выберите «Завершить другие сеансы», чтобы отозвать их. Если доступа к такому устройству нет, сбросьте пароль, чтобы завершить все сеансы.",
     "Too many files. Some were not added.": "Слишком много файлов. Некоторые не были добавлены.",
     "Too many incorrect codes. Start email verification again.": "Слишком много неверных кодов. Начните подтверждение почты заново.",
+    "Too many items in batch request, maximum is {{max}}": "Слишком много элементов в пакетном запросе, максимум {{max}}",
     "Too many login sessions were created recently. Please wait for the rolling window to pass, then try again.": "За последнее время создано слишком много сеансов входа. Дождитесь окончания скользящего временного окна и повторите попытку.",
     "Too many requests": "Слишком много запросов",
     "Tool / function declarations the model may call": "Объявления инструментов и функций, которые модель может вызывать",
     "Tool identifier": "Идентификатор инструмента",
+    "Tool price \"{{name}}\" must be a finite non-negative number": "Цена инструмента «{{name}}» должна быть конечным неотрицательным числом",
+    "Tool price \"{{name}}\" must be a non-negative number": "Цена инструмента «{{name}}» должна быть неотрицательным числом",
     "Tool price settings": "Настройки цен на инструменты",
     "Tool prices": "Цены инструментов",
+    "Tool prices must be a JSON object": "Цены инструментов должны быть JSON-объектом",
     "Tool-choice policy or specific tool name": "Политика выбора инструмента или конкретное имя",
     "Tools": "Инструменты",
     "Top {{count}}": "Топ {{count}}",
@@ -6057,15 +6844,24 @@
     "Top models by traffic": "Популярные модели по трафику",
     "Top P": "Top P",
     "Top up balance and view billing history.": "Пополнить баланс и просмотреть историю платежей.",
+    "Top up, pay for subscriptions, check in, and transfer referral rewards.": "Пополнение, оплата подписок, ежедневная отметка и перевод реферальных вознаграждений.",
     "Top Users": "Лучшие пользователи",
     "Top vendors": "Топ поставщиков",
     "Top-up": "Пополнение",
+    "Top-up amount cannot be less than {{min}}": "Сумма пополнения не может быть меньше {{min}}",
+    "Top-up amount cannot exceed {{max}}": "Сумма пополнения не может превышать {{max}}",
     "Top-up amount options": "Варианты суммы пополнения",
     "Top-up Audit Info": "Аудит пополнений",
     "Top-up group ratios": "Коэффициенты групп пополнения",
+    "Top-up is processing, please try again later": "Пополнение обрабатывается, повторите попытку позже",
     "Top-Up Link": "Ссылка для пополнения",
+    "Top-up order does not exist": "Заказ на пополнение не существует",
+    "Top-up quota exceeds the range the system can represent": "Квота пополнения превышает допустимый диапазон системы",
+    "Top-up quota limit exceeded": "Превышен лимит квоты пополнения",
+    "Top-up quota must be greater than 0": "Квота пополнения должна быть больше 0",
     "top-up ratio": "коэффициент пополнения",
     "Top-up ratio": "Коэффициент пополнения",
+    "Topped up {{quota}} with a redemption code, code ID {{id}}": "Пополнение на {{quota}} кодом погашения, ID кода {{id}}",
     "Topup Amount": "Сумма пополнения",
     "Total": "Всего",
     "Total {{count}} records": "Всего записей: {{count}}",
@@ -6084,6 +6880,7 @@
     "Total invitation revenue": "Общий доход от приглашений",
     "Total Log Size": "Общий размер журналов",
     "Total Quota": "Общая квота",
+    "Total quota cannot be negative": "Общая квота не может быть отрицательной",
     "Total quota included in the plan, usable per billing period. 0 means unlimited.": "Общая квота, включённая в тариф, доступна за каждый расчётный период. 0 означает безлимит.",
     "Total requests allowed per period. 0 = unlimited.": "Общее количество запросов, разрешенных за период. 0 = без ограничений.",
     "Total requests made": "Всего сделанных запросов",
@@ -6104,11 +6901,13 @@
     "Transfer": "Перевод",
     "Transfer Amount": "Сумма перевода",
     "Transfer failed": "Перевод не удался",
+    "Transfer failed {{error}}": "Перевод не удался {{error}}",
     "Transfer Rewards": "Перевести награды",
     "Transfer successful": "Перевод успешен",
     "Transfer to Balance": "Перевести на баланс",
     "Translation": "Перевод",
     "Transparent Billing": "Прозрачная тарификация",
+    "Transport error": "Transport error",
     "Trend": "Тренд",
     "Trending down": "Падают",
     "Trending up": "Растут",
@@ -6130,6 +6929,8 @@
     "TTL (seconds)": "TTL (секунды)",
     "Tune selection priority, testing, status handling, and request overrides.": "Настройте приоритет выбора, тестирование, обработку статусов и переопределения запросов.",
     "Turnstile is enabled but site key is empty.": "Turnstile включён, но ключ сайта пуст.",
+    "Turnstile token is empty": "Токен Turnstile пуст",
+    "Turnstile verification failed, please refresh and try again!": "Проверка Turnstile не пройдена, обновите страницу и повторите попытку!",
     "Tutoring, learning aids, assessment": "Репетиторство, учебные материалы, оценка",
     "Two-factor Authentication": "Двухфакторная аутентификация",
     "Two-Factor Authentication": "Двухфакторная аутентификация",
@@ -6143,13 +6944,18 @@
     "Type": "Тип",
     "Type (common)": "Тип (общий)",
     "Type *": "Тип *",
+    "Type <username/> to confirm": "Введите <username/> для подтверждения",
     "Type a command or search...": "Введите команду или поиск...",
     "Type the confirmation text here": "Введите текст подтверждения здесь",
     "Type-Specific Settings": "Настройки для конкретного типа",
     "Type:": "Тип:",
     "UI granularity only &mdash; data is still aggregated hourly": "Только детализация пользовательского интерфейса &mdash; данные по-прежнему агрегируются ежечасно",
     "Unable to build Passkey assertion": "Не удалось создать утверждение Passkey",
+    "Unable to classify": "Unable to classify",
     "Unable to compare versions": "Невозможно сравнить версии",
+    "Unable to confirm the update result": "Не удалось подтвердить результат обновления",
+    "Unable to connect to {{provider}} server, please try again later": "Не удалось подключиться к серверу {{provider}}, повторите попытку позже",
+    "Unable to create the Passkey credential": "Не удалось создать учётные данные Passkey",
     "Unable to estimate price for this deployment.": "Не удается оценить цену для этого развертывания.",
     "Unable to generate chat link. Please contact your administrator.": "Не удалось сгенерировать ссылку для чата. Пожалуйста, свяжитесь с вашим администратором.",
     "Unable to load groups": "Не удалось загрузить группы",
@@ -6163,15 +6969,22 @@
     "Unable to read clipboard": "Не удалось прочитать буфер обмена",
     "Unauthorized": "Не авторизован",
     "Unauthorized Access": "Несанкционированный доступ",
+    "Unauthorized, insufficient privileges": "Нет доступа, недостаточно прав",
+    "Unauthorized, invalid access token": "Нет доступа: недействительный токен доступа",
+    "Unauthorized, invalid user info": "Нет доступа: недействительные данные пользователя",
+    "Unauthorized, not logged in and no access token provided": "Нет доступа: вход не выполнен и токен доступа не передан",
+    "Unauthorized, the access token has expired": "Нет доступа: срок действия токена доступа истёк",
     "Unavailable": "Недоступно",
     "Unbind": "Отвязать",
     "Unbind failed": "Не удалось отвязать",
     "Unbound {{provider}}": "{{provider}} отвязан",
+    "Unbound successfully": "Отвязка выполнена",
     "Unchanged": "Без изменений",
     "Underflow": "Переполнение снизу",
     "Underground": "Подземелье",
     "Understand how user groups, token groups, ratios, and special rules work together.": "Поймите, как вместе работают группы пользователей, группы токенов, коэффициенты и специальные правила.",
     "Understand image inputs alongside text": "Понимать изображения наряду с текстом",
+    "Undo": "Отменить",
     "Unexpected release payload": "Неожиданный формат данных релиза",
     "Unified API Gateway for": "Единый API-шлюз для",
     "Unique identifier for this group.": "Уникальный идентификатор для этой группы.",
@@ -6184,14 +6997,22 @@
     "Units per USD": "Единиц за USD",
     "Unknown": "Неизвестно",
     "Unknown device": "Неизвестное устройство",
+    "Unknown OAuth provider": "Неизвестный поставщик OAuth",
+    "Unknown rule name": "Неизвестное имя правила",
+    "Unknown setting type: {{type}}": "Неизвестный тип настройки: {{type}}",
     "Unknown version": "Неизвестная версия",
     "Unlimited": "Без ограничений",
     "Unlimited Quota": "Неограниченная квота",
+    "Unrecognized status code": "Нераспознанный код состояния",
     "Unsaved changes": "Несохранённые изменения",
     "Unset legacy prices use the billing engine defaults.": "Для неуказанных старых цен используются значения по умолчанию системы тарификации.",
     "Unset price": "Цена не задана",
     "Unset price models": "Модели с неустановленной ценой",
     "Unsupported account password hashing configuration.": "Неподдерживаемая конфигурация хеширования паролей.",
+    "Unsupported add mode": "Неподдерживаемый режим добавления",
+    "Unsupported operation": "Неподдерживаемая операция",
+    "Unsupported payment channel": "Неподдерживаемый платежный канал",
+    "Unsupported payment method": "Неподдерживаемый способ оплаты",
     "Unsupported verification method: {{method}}": "Неподдерживаемый способ проверки: {{method}}",
     "Until": "До",
     "Untitled": "Без названия",
@@ -6210,6 +7031,7 @@
     "Update Channel": "Обновить канал",
     "Update channel configuration and click save when you're done.": "Обновите конфигурацию канала и нажмите сохранить, когда закончите.",
     "Update check timed out. Try again.": "Время проверки обновлений истекло. Повторите попытку.",
+    "Update completed": "Обновление завершено",
     "Update configuration": "Обновить конфигурацию",
     "Update failed": "Обновление не удалось",
     "Update Model": "Обновить модель",
@@ -6217,8 +7039,10 @@
     "Update plan info": "Обновить информацию о плане",
     "Update Provider": "Обновить поставщика",
     "Update Redemption Code": "Обновить код активации",
+    "Update results": "Результаты обновления",
     "Update selected fields": "Обновить выбранные поля",
     "Update succeeded": "Успешно обновлено",
+    "Update successful": "Обновление выполнено",
     "Update the API key by providing necessary info.": "Обновите API-ключ, указав необходимую информацию.",
     "Update the configuration for this custom OAuth provider.": "Обновить конфигурацию этого пользовательского поставщика OAuth.",
     "Update the redemption code by providing necessary info.": "Обновите промокод, предоставив необходимую информацию.",
@@ -6238,6 +7062,8 @@
     "Updated a subscription plan": "Обновлён тарифный план подписки",
     "Updated a vendor": "Обновлён поставщик",
     "Updated At": "Дата обновления",
+    "Updated at {{time}} · refreshes every 15 seconds": "Updated at {{time}} · refreshes every 15 seconds",
+    "Updated at {{time}} · refreshes every minute": "Updated at {{time}} · refreshes every minute",
     "Updated channel {{name}} (ID: {{id}})": "Обновлён канал {{name}} (ID: {{id}})",
     "Updated channel status (ID: {{id}})": "Обновлён статус канала (ID: {{id}})",
     "Updated daily": "Обновляется ежедневно",
@@ -6253,6 +7079,7 @@
     "Upgrade and enable": "Обновить и включить",
     "Upgrade available: v{{installed}} to v{{latest}}": "Доступно обновление: с v{{installed}} до v{{latest}}",
     "Upgrade Group": "Повысить группу",
+    "Upgrade group does not exist": "Группа повышения не существует",
     "Upgrade plaintext SMTP connection with STARTTLS before authentication": "Перед аутентификацией повысить открытое SMTP-соединение до STARTTLS",
     "Upload": "Загрузка",
     "Upload a JavaScript task platform plugin.": "Загрузите JavaScript-плагин платформы задач.",
@@ -6271,9 +7098,12 @@
     "Uploading...": "Загрузка...",
     "Upscale": "Увеличение",
     "Upstream": "Источник",
+    "Upstream attempts": "Upstream attempts",
     "Upstream authentication": "Аутентификация у провайдера",
+    "Upstream connection": "Соединение с вышестоящим сервером",
     "Upstream did not return reset credit details.": "Вышестоящий сервис не вернул сведения о сбросах лимита.",
     "Upstream JSON response": "JSON-ответ поставщика",
+    "Upstream model": "Upstream model",
     "Upstream Model": "Модель запроса провайдеру",
     "Upstream Model Detection Settings": "Настройки обнаружения моделей провайдера",
     "Upstream model detection task started. Track progress in System Info, then refresh to review staged updates.": "Задача обнаружения моделей вышестоящего источника запущена. Следите за ходом в разделе «Информация о системе», затем обновите, чтобы просмотреть подготовленные изменения.",
@@ -6290,6 +7120,7 @@
     "Upstream prices fetched successfully": "Цены провайдера успешно получены",
     "Upstream protocol plan": "Схема протокола поставщика",
     "Upstream ratios fetched successfully": "Коэффициенты upstream успешно получены",
+    "Upstream receives": "Провайдер получает",
     "Upstream request failed": "Запрос провайдеру не выполнен",
     "Upstream Request ID": "ID вышестоящего запроса",
     "Upstream response": "Ответ провайдера",
@@ -6300,27 +7131,36 @@
     "Upstream Response (billing-usage-gemini)": "Ответ upstream (billing-usage-gemini)",
     "Upstream Response (billing-usage-openai-estimated)": "Ответ upstream (billing-usage-openai-estimated)",
     "Upstream Response (billing-usage-openai)": "Ответ upstream (billing-usage-openai)",
+    "Upstream returned no usage": "Upstream не вернул данные об использовании",
+    "Upstream returned no usage, so nothing was charged (possibly an upstream timeout)": "Upstream не вернул данные об использовании, поэтому ничего не списано (возможно, истекло время ожидания)",
     "upstream services integrated": "интеграций с вышестоящими сервисами",
     "Upstream Task ID": "ID задачи вышестоящего сервиса",
+    "Upstream task not found": "Задача не найдена в upstream",
+    "Upstream task plugins": "Плагины задач вышестоящего шлюза",
+    "Upstream task timed out (over 1 hour)": "Истекло время задачи upstream (более 1 часа)",
     "Upstream Updates": "Обновления вышестоящих моделей",
     "Upstream URL": "URL вышестоящего сервиса",
     "Upstream URL must be a full URL": "Upstream URL должен быть полным URL",
+    "Upstream usage": "Upstream usage",
     "Upstream vendor missing": "Поставщик отсутствует в источнике",
     "uptime": "время бесперебойной работы",
     "Uptime": "Время работы",
     "Uptime (30d)": "Доступность (30 дн.)",
     "Uptime (last 30 days)": "Доступность (за 30 дней)",
     "Uptime Kuma": "Время безотказной работы Kuma",
+    "Uptime Kuma groups cannot exceed 20 entries": "Групп Uptime Kuma не может быть больше 20",
     "Uptime Kuma groups saved successfully": "Группы Uptime Kuma успешно сохранены",
     "Uptime Kuma URL": "URL Uptime Kuma",
     "Uptime since": "Время работы с",
     "URL": "URL",
     "URL is required": "URL обязателен",
+    "URL must start with http:// or https://": "URL должен начинаться с http:// или https://",
     "URL to your logo image (optional)": "URL изображения вашего логотипа (необязательно)",
     "US dollar (USD)": "Доллар США (USD)",
     "Usage": "Использование",
     "Usage · {{price}}": "Объём · {{price}}",
     "Usage at a glance": "Краткий обзор использования",
+    "Usage details": "Usage details",
     "Usage guide": "Руководство",
     "Usage logs": "Журналы использования",
     "Usage Logs": "Журнал использования",
@@ -6328,6 +7168,7 @@
     "Usage parameters": "Параметры использования",
     "Usage percentage": "Процент использования",
     "Usage prices": "Цены за использование",
+    "Usage source": "Usage source",
     "Usage-based": "На основе использования",
     "Usage-based billing": "Оплата по объёму",
     "Usage-based billing · price not configured": "Оплата по объёму · цена не настроена",
@@ -6341,7 +7182,9 @@
     "Use a different stable value for each instance, then restart the service.": "Используйте разные стабильные значения для каждого экземпляра, затем перезапустите сервис.",
     "Use a Passkey from another website": "Использовать ключ доступа другого сайта",
     "Use a path to append it to the channel Base URL, or enter a full URL to override the Base URL for this route.": "Укажите путь, чтобы добавить его к Base URL канала, или введите полный URL, чтобы переопределить Base URL для этого маршрута.",
+    "Use access tokens to call the dashboard API from scripts. Each token only has the permissions you select.": "Используйте токены доступа, чтобы вызывать API панели из скриптов. Каждый токен получает только выбранные вами права.",
     "Use an HTTPS domain (or localhost for development) to configure Passkey.": "Настраивайте Passkey на домене с HTTPS или на localhost для разработки.",
+    "Use at most 20 tags, each no longer than 40 characters.": "Use at most 20 tags, each no longer than 40 characters.",
     "Use authenticator code": "Использовать код аутентификатора",
     "Use backup code": "Использовать резервный код",
     "Use Bearer for all protocols": "Использовать Bearer для всех протоколов",
@@ -6352,6 +7195,7 @@
     "Use exact model names such as gpt-4o, or regex rules prefixed with re: such as re:^gemini-.": "Используйте точные имена моделей, например gpt-4o, или regex-правила с префиксом re:, например re:^gemini-.",
     "Use expression pricing when a dependent price is non-zero and its base price is zero.": "Используйте выражение, если зависимая цена ненулевая, а базовая цена равна нулю.",
     "Use external tools to extend capabilities": "Использовать внешние инструменты для расширения возможностей",
+    "Use Mantle for supported Claude models and automatic prompt caching. Keep InvokeModel for older models and Amazon Nova.": "Используйте Mantle для поддерживаемых моделей Claude и автоматического кэширования промптов. Для старых моделей и Amazon Nova оставьте InvokeModel.",
     "Use model-level expression": "Использовать выражение модели",
     "Use model-level pricing": "Использовать цену модели",
     "Use one available reset credit for this channel. The reset request is sent only after confirmation.": "Для этого канала будет использован один доступный сброс. Запрос отправляется только после подтверждения.",
@@ -6366,7 +7210,9 @@
     "Use the existing token total": "Использовать текущую сумму токенов",
     "Use the full-width table to scan prices, then select a row to edit it here.": "Просмотрите цены в таблице, затем выберите строку для редактирования здесь.",
     "Use the group set on the token. If the token has no group, use the user group. The auto group tries the auto assignment order from top to bottom.": "Используется группа токена. Если у токена нет группы — группа пользователя. Группа auto перебирает порядок автоназначения сверху вниз.",
+    "Use the group set on the token. If the token has no group, use the user group. The auto group tries the configured groups from top to bottom.": "Используется группа токена. Если она не задана, используется группа пользователя. Группа auto перебирает настроенные группы сверху вниз.",
     "Use the pricing group table to manage the ratio and whether the group appears in the token creation dropdown.": "Используйте таблицу групп тарификации, чтобы управлять коэффициентом и отображением группы в списке создания токена.",
+    "Use the same priority as the highlighted channels": "Использовать тот же приоритет, что и у выделенных каналов",
     "Use this callback URL pattern when registering a custom OAuth provider.": "Используйте этот формат URL обратного вызова при регистрации пользовательского провайдера OAuth.",
     "Use this token for API authentication": "Используйте этот токен для аутентификации API",
     "Use tier(name, fixed(amount)) for a USD price per request. Group and request multipliers still apply.": "Используйте tier(name, fixed(amount)) для цены за запрос в USD. Множители группы и запроса по-прежнему применяются.",
@@ -6399,15 +7245,21 @@
     "User dashboard and quota controls.": "Панель пользователя и управление квотами.",
     "User deleted successfully": "Пользователь успешно удален",
     "User demoted to regular user successfully": "Пользователь успешно понижен до обычного пользователя",
+    "User detection": "User detection",
     "User disabled successfully": "Пользователь успешно отключен",
+    "User does not exist": "Пользователь не существует",
     "User enabled successfully": "Пользователь успешно включен",
     "User Exclusive Ratio": "Эксклюзивный коэффициент",
     "User group": "Группа пользователя",
     "User Group": "Группа пользователей",
     "User group name": "Название группы пользователей",
+    "User group will be reverted to {{group}}": "Группа пользователя будет возвращена к {{group}}",
+    "User group will be upgraded to {{group}}": "Группа пользователя будет повышена до {{group}}",
     "User Group: {{ratio}}x": "Группа пользователя: {{ratio}}x",
     "User groups that can access channels with this tag": "Группы пользователей, которые могут получить доступ к каналам с этим тегом",
     "User groups that can access this channel. ": "Группы пользователей, которые могут получить доступ к этому каналу. ",
+    "User has been banned": "Пользователь заблокирован",
+    "User has been deleted": "Пользователь удалён",
     "User ID": "ID пользователя",
     "User ID Field": "Поле ID пользователя",
     "User ID:": "ID пользователя:",
@@ -6417,25 +7269,36 @@
     "User Menu": "Меню пользователя",
     "User personal functions": "Личные функции пользователя",
     "User promoted to admin successfully": "Пользователь успешно повышен до администратора",
+    "User registration failed or user ID retrieval failed": "Не удалось зарегистрировать пользователя или получить его ID",
     "User selectable": "Доступно пользователю",
     "User Subscription Management": "Управление подписками пользователя",
     "User updated successfully": "Пользователь успешно обновлен",
     "User Verification": "Проверка пользователя",
     "User-Agent include (one per line)": "User-Agent include (по одному на строку)",
     "Username": "Имя пользователя",
+    "Username already exists or has been deleted": "Имя пользователя уже занято или было удалено",
     "Username confirmation does not match": "Подтверждение имени пользователя не совпадает",
     "Username Field": "Поле имени пользователя",
+    "Username must be {{max}} characters or fewer": "Имя пользователя должно содержать не более {{max}} символов",
     "Username or Email": "Имя пользователя или Email",
+    "Username or password is incorrect, or user has been banned": "Неверное имя пользователя или пароль, либо пользователь заблокирован",
     "Users": "Пользователи",
+    "Users call": "Пользователь вызывает",
     "Users call the model on the left. The platform forwards the request to the upstream model on the right.": "Пользователи вызывают модель слева. Платформа перенаправляет запрос вышестоящей модели справа.",
+    "Users can download their own logs from the usage log page. Administrators can always export.": "Пользователи могут скачивать свои журналы на странице журнала использования. Администраторы могут экспортировать всегда.",
     "Users in {{group}}": "Пользователи группы {{group}}",
     "Users must wait for a successful drawing before upscales or variations.": "Пользователи должны дождаться успешного рисунка перед апскейлом или вариациями.",
     "Users of vip, when billed as premium, pay ratio": "Пользователи vip при тарификации по premium платят коэффициент",
     "Users only see groups marked as user selectable. Non-selectable groups can still be assigned by administrators.": "Пользователи видят только группы, отмеченные как доступные для выбора. Недоступные для выбора группы всё равно могут назначаться администраторами.",
     "uses": "использует",
+    "Uses the group Astra fingerprint and pelican checks; other models have not been individually tested. Off by default.": "Uses the group Astra fingerprint and pelican checks; other models have not been individually tested. Off by default.",
+    "Uses the group Astra fingerprint and vision checks; other models have not been individually tested. Off by default.": "Uses the group Astra fingerprint and vision checks; other models have not been individually tested. Off by default.",
     "Using built-in or default pricing": "Используются встроенные цены или значения по умолчанию",
     "Using the complete global Auto order ({{count}} groups)": "Используется полный глобальный порядок Auto (групп: {{count}})",
     "v{{installed}} is installed but this source does not list it. Installing replaces it with v{{target}}.": "Установлена версия v{{installed}}, но этот источник её не содержит. Установка заменит её на v{{target}}.",
+    "Valid probes {{count}}": "Valid probes {{count}}",
+    "Valid probes {{count}}/3": "Valid probes {{count}}/3",
+    "Validate Astra upstream model": "Validate Astra upstream model",
     "Validity": "Срок действия",
     "Validity Period": "Срок действия",
     "Value": "Значение",
@@ -6471,6 +7334,7 @@
     "Vendors still have {{count}} linked model records. Transfer or clear their assignments first.": "У поставщиков осталось {{count}} связанных моделей. Сначала перенесите или уберите их привязки.",
     "Verification code": "Код подтверждения",
     "Verification Code": "Код подтверждения",
+    "Verification code is incorrect or has expired": "Код подтверждения неверен или устарел",
     "Verification code must be 6 digits": "Код подтверждения должен содержать 6 цифр",
     "Verification code sent! Please check your email.": "Код подтверждения отправлен! Пожалуйста, проверьте вашу электронную почту.",
     "Verification code updates every 30 seconds.": "Код подтверждения обновляется каждые 30 секунд.",
@@ -6482,14 +7346,26 @@
     "Verification failed. Please try again.": "Подтверждение не удалось. Повторите попытку.",
     "Verification flow expired": "Процесс проверки истёк",
     "Verification is not configured properly": "Подтверждение настроено неправильно",
+    "Verification method": "Метод верификации",
     "Verification proof was not returned": "Подтверждение проверки не было получено",
     "Verification required to reveal the saved key.": "Требуется подтверждение для отображения сохраненного ключа.",
     "Verification scope is missing": "Область проверки не указана",
+    "Verified": "Verified",
     "Verify": "Проверить",
     "Verify again before retrying this action.": "Прежде чем повторить действие, подтвердите личность ещё раз.",
     "Verify and Sign In": "Подтвердить и войти",
     "Verify routing with Playground or your client": "Проверьте маршрутизацию через Playground или ваш клиент",
     "Verify Setup": "Проверить настройку",
+    "Verify to create administrator": "Подтвердить для создания администратора",
+    "Verify to delete user": "Подтвердить для удаления пользователя",
+    "Verify to demote user": "Подтвердить для понижения пользователя",
+    "Verify to disable user": "Подтвердить для отключения пользователя",
+    "Verify to enable user": "Подтвердить для включения пользователя",
+    "Verify to promote user": "Подтвердить для повышения пользователя",
+    "Verify to reset 2FA": "Подтвердить для сброса 2FA",
+    "Verify to reset Passkey": "Подтвердить для сброса Passkey",
+    "Verify to unbind account": "Подтвердить для отвязки аккаунта",
+    "Verify to update user credentials": "Подтвердить для изменения учётных данных пользователя",
     "Verify to view channel key": "Подтвердить для просмотра ключа канала",
     "Verify upstream pricing": "Проверьте цены источника",
     "Verify your database connection": "Проверьте подключение к базе данных",
@@ -6505,6 +7381,8 @@
     "Vertex AI API Key mode does not support batch creation": "Режим API Key Vertex AI не поддерживает пакетное создание",
     "Vertex AI does not support functionResponse.id. Enable this to remove the field automatically.": "Vertex AI не поддерживает functionResponse.id. Включите, чтобы автоматически удалить это поле.",
     "Vertex AI Key Format": "Формат ключа Vertex AI",
+    "Vertex AI keys for batch adding cannot be empty": "Ключи Vertex AI для пакетного добавления не могут быть пустыми",
+    "Vertex AI Project ID": "ID проекта Vertex AI",
     "Vertex AI service account key must be valid JSON": "Ключ сервисного аккаунта Vertex AI должен быть допустимым JSON",
     "Video": "Видео",
     "Video length in seconds": "Длительность видео в секундах",
@@ -6513,15 +7391,23 @@
     "Vidu": "Vidu",
     "View": "Просмотр",
     "View all currently available models": "Просмотреть все доступные модели",
+    "View all top-up records, subscription plans, and user subscriptions.": "Просмотр всех пополнений, планов подписки и подписок пользователей.",
+    "View all users' usage logs, statistics, and tasks.": "Просмотр журналов использования, статистики и задач всех пользователей.",
+    "View API keys and their settings without the full key.": "Просмотр API-ключей и их настроек без полного ключа.",
     "View API token key": "Просмотр ключа токена API",
     "View API token keys in batch": "Массовый просмотр ключей токенов API",
     "View audit records from user and admin roles. Root records are always excluded.": "Просмотр записей аудита ролей user и admin. Записи роли root всегда исключены.",
+    "View balance, top-up records, subscriptions, and referral information.": "Просмотр баланса, истории пополнений, подписок и реферальной информации.",
     "View changelog source": "Открыть исходный файл",
     "View channel lists and details without secrets.": "Просмотр списков и сведений о каналах без секретов.",
     "View channel secrets": "Просматривать секреты каналов",
+    "View complete API keys.": "Просмотр API-ключей целиком.",
+    "View deployments and price estimates.": "Просмотр развертываний и оценок стоимости.",
     "View detailed information about this user including balance, usage statistics, and invitation details.": "Просмотр подробной информации об этом пользователе, включая баланс, статистику использования и данные приглашения.",
     "View details": "Просмотреть детали",
     "View document": "Просмотреть документ",
+    "View groups and prefill groups.": "Просмотр групп и групп автозаполнения.",
+    "View installed task plugins and their settings.": "Просмотр установленных плагинов задач и их настроек.",
     "View issued reset credits, grant dates, and expiration.": "Показать выданные сбросы лимита, даты выдачи и истечения.",
     "View key for API token “{{name}}”": "Просмотр ключа токена API «{{name}}»",
     "View logs": "Просмотреть логи",
@@ -6529,27 +7415,39 @@
     "View mode": "Режим отображения",
     "View model statistics and charts": "Просмотр статистики и графиков моделей",
     "View models": "Показать модели",
+    "View models and vendors, and preview upstream sync.": "Просмотр моделей и поставщиков, предпросмотр синхронизации с источником.",
     "View other accounts' audit logs": "Просмотр аудита других аккаунтов",
+    "View Passkey, two-factor, and sign-in binding status.": "Просмотр состояния Passkey, двухфакторной аутентификации и привязок для входа.",
+    "View performance, system tasks, and system information.": "Просмотр производительности, системных задач и сведений о системе.",
     "View Pricing": "Посмотреть цены",
     "View pricing for {{model}}": "Цены для {{model}}",
+    "View redemption codes.": "Просмотр кодов активации.",
     "View scope": "Область просмотра",
+    "View system settings, custom OAuth providers, and price sync sources.": "Просмотр системных настроек, пользовательских поставщиков OAuth и источников синхронизации цен.",
     "View the complete details for this": "Просмотр полных деталей этой",
     "View the complete details for this log entry": "Просмотр полной информации об этой записи журнала",
     "View the complete details for this task": "Просмотреть полные сведения об этой задаче",
     "View the complete error message and details": "Просмотр полного сообщения об ошибке и деталей",
     "View the complete prompt and its English translation": "Просмотр полного промпта и его перевода на английский",
     "View the generated image": "Просмотр сгенерированного изображения",
+    "View users, their sign-in bindings, and permission settings.": "Просмотр пользователей, их привязок для входа и настроек прав.",
+    "View your profile, groups, and available models.": "Просмотр профиля, групп и доступных моделей.",
     "View your topup transaction records and payment history": "Просмотреть записи о пополнении счета и историю платежей",
+    "View your usage logs, statistics, tasks, and audit logs.": "Просмотр ваших журналов использования, статистики, задач и журнала аудита.",
     "Viewed channel key {{name}} (ID: {{id}})": "Просмотрен ключ канала {{name}} (ID: {{id}})",
     "Violation Code": "Код нарушения",
     "Violation deduction amount": "Сумма вычета за нарушение",
     "Violation Fee": "Штраф за нарушение",
+    "Violation fee charged": "Списан штраф за нарушение",
     "Violation Marker": "Маркер нарушения",
     "vip": "vip",
+    "VIP group": "VIP-группа",
     "VIP users with premium access": "VIP-пользователи с премиум-доступом",
     "Visible": "Видима",
     "Visible only to users with access to the model’s groups.": "Отображается только пользователям с доступом к группам модели.",
     "Vision": "Зрение",
+    "Vision check · passes when the response contains 音响 or 音箱.": "Vision check · passes when the response contains 音响 or 音箱.",
+    "Vision test": "Vision test",
     "Vision, image / video, document chat": "Зрение, изображения / видео, чат по документам",
     "Visit Settings → General and adjust quota options...": "Перейдите в Настройки → Общие и настройте параметры квоты...",
     "Visitors must authenticate before accessing the pricing directory.": "Посетители должны пройти аутентификацию перед доступом к каталогу цен.",
@@ -6570,7 +7468,11 @@
     "vs. previous": "к предыдущему",
     "Waffo": "Waffo",
     "Waffo Aggregator Gateway": "Шлюз-агрегатор Waffo",
+    "Waffo Pancake configuration is incomplete": "Настройка Waffo Pancake не завершена",
+    "Waffo Pancake credentials are not configured": "Учетные данные Waffo Pancake не настроены",
     "Waffo Pancake Dashboard": "Waffo Pancake Dashboard",
+    "Waffo Pancake is not configured or key is invalid": "Waffo Pancake не настроен или ключ недействителен",
+    "Waffo Pancake is not fully configured. Complete the gateway binding in payment settings first.": "Waffo Pancake настроен не полностью. Сначала завершите привязку шлюза в настройках оплаты.",
     "Waffo Pancake MoR": "Waffo Pancake MoR",
     "Waffo Pancake Payment Gateway": "Платёжный шлюз Waffo Pancake",
     "Waffo Pancake product created": "Продукт Waffo Pancake создан",
@@ -6579,8 +7481,10 @@
     "Waffo Pancake settings saved": "Настройки Waffo Pancake сохранены",
     "Waffo Payment": "Оплата Waffo",
     "Waffo Payment Gateway": "Платёжный шлюз Waffo",
+    "Waffo payment is not enabled": "Оплата Waffo не включена",
     "Waffo Public Key (Production)": "Публичный ключ Waffo (Продакшн)",
     "Waffo Public Key (Sandbox)": "Публичный ключ Waffo (Песочница)",
+    "WaffoPancakeProductId is not configured for this plan": "Для этого плана не настроен WaffoPancakeProductId",
     "Waiting": "Ожидание",
     "Waiting for email...": "Ожидание письма...",
     "Waiting for two comparable samples. Counter resets restart the sampling window.": "Ожидание двух сопоставимых выборок. Сброс счётчиков начинает новый период.",
@@ -6590,6 +7494,7 @@
     "Wallet Management": "Управление кошельком",
     "Wallet management and personal preferences.": "Управление кошельком и личные предпочтения.",
     "Wallet Only": "Только кошелёк",
+    "Wallet pre-consume bypass threshold (USD)": "Порог кошелька без предсписания (USD)",
     "Wallet quota limit exceeded": "Превышены границы квоты кошелька",
     "Warning": "Предупреждение",
     "Warning: Base URL should not end with /v1. New API will handle it automatically. This may cause request failures.": "Предупреждение: базовый URL не должен заканчиваться на /v1. Новый API обработает это автоматически. Это может привести к сбоям запросов.",
@@ -6614,9 +7519,11 @@
     "Webhook URL": "Адрес Webhook",
     "Webhook URL (Production):": "URL вебхука (Production):",
     "Webhook URL (Test):": "URL вебхука (Test):",
+    "Webhook URL cannot be empty": "Адрес Webhook не может быть пустым",
     "Webhook URL:": "URL веб-хука:",
     "Website is under maintenance!": "Сайт находится на техническом обслуживании!",
     "WeChat": "WeChat",
+    "WeChat ID is empty!": "WeChat ID не указан!",
     "WeChat login QR code": "QR-код для входа в WeChat",
     "WeChat Pay": "WeChat Pay",
     "WeChat sign in": "Вход через WeChat",
@@ -6631,9 +7538,11 @@
     "Weighted by request count": "Взвешено по количеству запросов",
     "Welcome back!": "Добро пожаловать обратно!",
     "Welcome to our New API...": "Добро пожаловать в наш New API...",
-    "Well-Known URL": "Известный эксперт",
+    "Well-Known URL": "Well-Known URL",
     "Well-Known URL must start with http:// or https://": "Well-Known URL должен начинаться с http:// или https://",
+    "What do you want to change?": "Что вы хотите изменить?",
     "What would you like to know?": "Что вы хотели бы узнать?",
+    "When a channel is disabled or re-enabled automatically, or a test of all channels finishes": "Когда канал автоматически отключается или снова включается, а также по завершении проверки всех каналов",
     "When a token uses the auto group, the system tries groups from top to bottom until it finds an available group.": "Когда токен использует группу auto, система перебирает группы сверху вниз, пока не найдёт доступную.",
     "When billed as {{group}}": "При тарификации по {{group}}",
     "When conditions match": "Если условия выполнены",
@@ -6648,6 +7557,7 @@
     "When enabled, newly created tokens start in the first auto group.": "При включении вновь созданные токены начинаются в первой автогруппе.",
     "When enabled, prompts are scanned before reaching upstream models.": "При включении запросы сканируются перед достижением вышестоящих моделей.",
     "When enabled, the store field will be blocked": "Если включено, поле магазина будет заблокировано",
+    "When enabled, this API key can be used to check your account's remaining and used quota.": "Если включено, через этот API-ключ можно узнать оставшуюся и использованную квоту вашего аккаунта.",
     "When enabled, users can pick this group when creating tokens.": "Если включено, пользователи могут выбрать эту группу при создании токенов.",
     "When enabled, violation requests will incur additional charges.": "При включении за нарушения будут начисляться дополнительные расходы.",
     "When enabled, zero-cost models also pre-consume quota before final settlement.": "При включении бесплатные модели также предварительно потребляют квоту до окончательного расчета.",
@@ -6690,11 +7600,15 @@
     "You are running the latest version ({{version}}).": "Вы используете последнюю версию ({{version}}).",
     "You can add models manually or try fetching again.": "Добавьте модели вручную или повторите запрос.",
     "You can close this tab once the binding completes or a success message appears in the original window.": "Вы можете закрыть эту вкладку, как только привязка завершится или в исходном окне появится сообщение об успехе.",
+    "You can create at most {{count}} access tokens": "Можно создать не более {{count}} токенов доступа",
+    "You can create up to {{count}} access tokens": "Можно создать не более {{count}} токенов доступа",
     "You can manually add them in \"Custom Model Names\", click \"Fill\" and then submit, or use the operations below to handle automatically.": "Вы можете вручную добавить их в \"Пользовательские имена моделей\", нажать \"Заполнить\", а затем отправить, или использовать операции ниже для автоматической обработки.",
     "You can only check in once per day": "Вы можете заселяться только один раз в день",
     "You can still edit non-sensitive operations fields such as models, groups, priority, and weight.": "Вы по-прежнему можете изменять нечувствительные операционные поля, такие как модели, группы, приоритет и вес.",
+    "You cannot grant one or more of these permissions.": "Вы не можете предоставить одно или несколько из этих разрешений.",
     "You commit not to use this system to implement, assist with, or indirectly implement acts that violate applicable laws and regulations, regulatory requirements, platform rules, public interests, or the lawful rights and interests of third parties.": "Вы обязуетесь не использовать эту систему для совершения, содействия или косвенного совершения действий, нарушающих применимые законы и нормы, регуляторные требования, правила платформ, общественные интересы либо законные права и интересы третьих лиц.",
     "You commit to using upstream APIs, accounts, keys, quotas, and service capabilities only within the scope of lawful authorization obtained from upstream service providers, model service providers, or relevant rights holders, and will not conduct unauthorized resale, trafficking, distribution, or other non-compliant commercialization.": "Вы обязуетесь использовать вышестоящие API, аккаунты, ключи, квоты и сервисные возможности только в пределах законного разрешения, полученного от вышестоящих поставщиков услуг, поставщиков моделей или соответствующих правообладателей, и не осуществлять несанкционированную перепродажу, оборот, распространение или иную несоответствующую коммерциализацию.",
+    "You do not have permission to edit channels": "У вас нет прав на редактирование каналов",
     "You do not have permission to edit sensitive channel settings.": "У вас нет права изменять чувствительные настройки каналов.",
     "You do not have permission to perform this action.": "У вас нет прав на выполнение этого действия.",
     "You don't have necessary permission": "У вас нет необходимых разрешений",
@@ -6722,7 +7636,6 @@
     "Your new backup codes are ready": "Ваши новые резервные коды готовы",
     "Your Referral Link": "Ваша реферальная ссылка",
     "Your setup guide is collapsed so usage stays in focus.": "Руководство свернуто, чтобы основные показатели оставались в фокусе.",
-    "Your system access token for API authentication. Keep it secure and don't share it with others.": "Ваш системный токен доступа для аутентификации API. Храните его в безопасности и не делитесь им с другими.",
     "Your Telegram Bot Token": "Ваш токен Telegram-бота",
     "Your transaction history will appear here": "Ваша история транзакций появится здесь",
     "Your Turnstile secret key": "Секретный ключ Turnstile",
@@ -6732,223 +7645,10 @@
     "Zhipu GLM": "Zhipu GLM",
     "Zhipu V4": "Zhipu V4",
     "Zoom": "Zoom",
-    "Channel error": "Ошибка канала",
-    "Unrecognized status code": "Нераспознанный код состояния",
-    "Correct the invalid settings before saving.": "Исправьте некорректные настройки перед сохранением.",
-    "Upstream connection": "Соединение с вышестоящим сервером",
-    "Local check": "Локальная проверка",
-    "Responses WebSocket": "Responses WebSocket",
-    "Cross-group retry": "Повтор между группами",
-    "Request policy decisions": "Решения политики запросов",
-    "Candidate channels": "Candidate channels",
-    "Candidate list truncated; at most 100 candidates are stored per attempt.": "Candidate list truncated; at most 100 candidates are stored per attempt.",
-    "Copy request ID": "Copy request ID",
-    "Request information": "Request information",
-    "Affinity correlation": "Affinity correlation",
-    "Not provided": "Not provided",
-    "Filter related requests": "Filter related requests",
-    "Identifier source": "Identifier source",
-    "Requested model": "Requested model",
-    "Upstream model": "Upstream model",
-    "Returned model": "Returned model",
-    "The returned model is diagnostic metadata, not proof of the model that ran.": "The returned model is diagnostic metadata, not proof of the model that ran.",
-    "Reasoning effort": "Reasoning effort",
-    "HTTP status": "HTTP status",
-    "Stream end": "Stream end",
-    "Correlation key": "Correlation key",
-    "Priority and weight selection": "Priority and weight selection",
-    "No available channel": "No available channel",
-    "Eligible candidate": "Eligible candidate",
-    "Selected candidate": "Selected candidate",
-    "Excluded by priority": "Excluded by priority",
-    "Affinity cache hit": "Affinity cache hit",
-    "Affinity candidate unavailable": "Affinity candidate unavailable",
-    "Fixed channel not found": "Fixed channel not found",
-    "Channel disabled": "Channel disabled",
-    "Switched to fallback group": "Switched to fallback group",
-    "Request path not supported": "Request path not supported",
-    "Task plugin does not match": "Task plugin does not match",
-    "Responses WebSocket not supported": "Responses WebSocket not supported",
-    "Channel no longer exists": "Channel no longer exists",
-    "Exact model names only. Preferred groups run before the remaining pool. A successful session binding takes precedence.": "Exact model names only. Preferred groups run before the remaining pool. A successful session binding takes precedence.",
-    "Estimated usage": "Estimated usage",
-    "Attempt history unavailable": "Attempt history unavailable",
-    "Preset: Astra prefers preferred-group": "Preset: Astra prefers preferred-group",
-    "Usage source": "Usage source",
-    "Collecting usage": "Collecting usage",
-    "Model verification: pending": "Model verification: pending",
-    "Upstream attempts": "Upstream attempts",
-    "Server-side routing preview only; no model request or charge. Availability and session bindings may change the selected channel.": "Server-side routing preview only; no model request or charge. Availability and session bindings may change the selected channel.",
-    "Group pool": "Group pool",
-    "Inherit global Auto": "Inherit global Auto",
-    "Preview model": "Preview model",
-    "Upstream usage": "Upstream usage",
-    "Customize pool": "Customize pool",
-    "Input / Output / Cache": "Input / Output / Cache",
-    "Verified": "Verified",
-    "Each consumed attempt is charged independently at the requested model price and its actual group ratio. The total below is a summary, not another charge.": "Each consumed attempt is charged independently at the requested model price and its actual group ratio. The total below is a summary, not another charge.",
-    "Model verification: unchecked": "Model verification: unchecked",
-    "Rejected without charge": "Rejected without charge",
-    "/api/token/routing-preview": "/api/token/routing-preview",
-    "No available groups": "No available groups",
-    "Lower priority numbers run first. Equal priorities use round-robin. Removing a pool group also removes its rule references.": "Lower priority numbers run first. Equal priorities use round-robin. Removing a pool group also removes its rule references.",
-    "Not checked": "Not checked",
-    "Model verification: accepted": "Model verification: accepted",
-    "Switched successfully": "Switched successfully",
-    "Rejected and charged": "Rejected and charged",
-    "The preset never adds groups. Customize the pool to add model rules.": "The preset never adds groups. Customize the pool to add model rules.",
-    "Pending settlement": "Pending settlement",
-    "Settled attempt total": "Settled attempt total",
-    "Model preferences": "Model preferences",
-    "Routing preview": "Routing preview",
-    "Add model rule": "Add model rule",
-    "Delete rule": "Delete rule",
-    "Attempt status": "Attempt status",
-    "Inherit user group": "Inherit user group",
-    "Invalid group pool or model rule": "Invalid group pool or model rule",
-    "Billing group ratio": "Billing group ratio",
-    "Model rules": "Model rules",
-    "Auto-switch on Astra model mismatch": "Auto-switch on Astra model mismatch",
-    "Model detection is always active. When off, mismatched results are delivered and logged. When on, mismatched results are rejected and a safe channel switch is attempted.": "Model detection is always active. When off, mismatched results are delivered and logged. When on, mismatched results are rejected and a safe channel switch is attempted.",
-    "Each consumed attempt is charged independently, including rejected results.": "Each consumed attempt is charged independently, including rejected results.",
-    "Enable Astra auto-switch?": "Enable Astra auto-switch?",
-    "Rejected results still incur upstream usage charges. Switching sends another request that is charged separately, so one client request can incur multiple charges. If no safe switch is available, the request fails instead of delivering a mismatched result.": "Rejected results still incur upstream usage charges. Switching sends another request that is charged separately, so one client request can incur multiple charges. If no safe switch is available, the request fails instead of delivering a mismatched result.",
-    "I understand the charges, enable and save": "I understand the charges, enable and save",
-    "Legacy Astra model guard (deprecated)": "Legacy Astra model guard (deprecated)",
-    "Astra auto-switch is now controlled by each API key. This legacy channel setting no longer affects requests.": "Astra auto-switch is now controlled by each API key. This legacy channel setting no longer affects requests.",
-    "Model mismatch allowed": "Model mismatch allowed",
-    "Model verification: mismatch_allowed": "Model verification: mismatch_allowed",
-    "Model verification: mismatch_rejected": "Model verification: mismatch_rejected",
-    "Model verification: switched_success": "Switched successfully",
-    "Model verification: transport_error": "Transport error",
-    "Transport error": "Transport error",
-    "Astra auto-switch and charges": "Astra auto-switch and charges",
-    "Existing API keys keep Astra auto-switch enabled; new keys default to off. Rejected results still incur usage charges, and every additional upstream attempt is charged separately. You can change this setting for each API key.": "Existing API keys keep Astra auto-switch enabled; new keys default to off. Rejected results still incur usage charges, and every additional upstream attempt is charged separately. You can change this setting for each API key.",
-    "Remind me next time": "Remind me next time",
-    "I understand": "I understand",
-    "Astra model detection": "Astra model detection",
-    "Compare the returned model with Astra and record the result. Detection alone does not reject responses. When disabled, response model checks and switching on model mismatch are off.": "Compare the returned model with Astra and record the result. Detection alone does not reject responses. When disabled, response model checks and switching on model mismatch are off.",
-    "Requires model detection. When off, responses are delivered normally. When on, mismatched responses are rejected and a safe channel switch is attempted.": "Requires model detection. When off, responses are delivered normally. When on, mismatched responses are rejected and a safe channel switch is attempted.",
-    "Astra fingerprint sampling": "Astra fingerprint sampling",
-    "Sampled downgrade rate": "Sampled downgrade rate",
-    "Probe availability": "Probe availability",
-    "{{suspect}} suspected / {{valid}} measured rounds": "{{suspect}} suspected / {{valid}} measured rounds",
-    "Astra · {{hours}}h": "Astra · {{hours}}h",
-    "Availability · {{hours}}h": "Availability · {{hours}}h",
-    "Every {{minutes}} minutes · 3 probes per channel": "Every {{minutes}} minutes · 3 probes per channel",
-    "Availability check · every {{minutes}} minutes": "Availability check · every {{minutes}} minutes",
-    "{{success}} / {{checks}} checks succeeded": "{{success}} / {{checks}} checks succeeded",
-    "{{suspect}} suspected / {{valid}} conclusive rounds": "{{suspect}} suspected / {{valid}} conclusive rounds",
-    "Sampling data unavailable": "Sampling data unavailable",
-    "No enabled Astra channels": "No enabled Astra channels",
-    "Automatic sampling paused": "Automatic sampling paused",
-    "Every 30 minutes · 3 probes per channel": "Every 30 minutes · 3 probes per channel",
-    "Coverage {{sampled}}/{{total}} · inconclusive {{unclear}} · failed {{errors}}": "Coverage {{sampled}}/{{total}} · inconclusive {{unclear}} · failed {{errors}}",
-    "Experimental behavioral samples, not proof of model identity. Luna-like inconclusive rounds count as suspected downgrades; other inconclusive and failed rounds are excluded. Samples do not verify individual customer requests.": "Experimental behavioral samples, not proof of model identity. Luna-like inconclusive rounds count as suspected downgrades; other inconclusive and failed rounds are excluded. Samples do not verify individual customer requests.",
-    "Recent sampling results": "Recent sampling results",
-    "Fingerprint matched": "Fingerprint matched",
-    "Suspected model substitution": "Suspected model substitution",
-    "Inconclusive sample": "Inconclusive sample",
-    "Sampling failed": "Sampling failed",
-    "Sampling in progress": "Sampling in progress",
-    "Valid probes {{count}}/3": "Valid probes {{count}}/3",
-    "Closest fingerprint": "Closest fingerprint",
-    "Score gap": "Score gap",
-    "Sample all Astra channels": "Sample all Astra channels",
-    "Sampling queued. Results will refresh automatically.": "Sampling queued. Results will refresh automatically.",
-    "This sends up to 3 independent requests per enabled Astra channel. Upstream costs are paid by the platform, not customer tokens. Existing tasks will not be duplicated. Please allow at least 5 minutes between rounds.": "This sends up to 3 independent requests per enabled Astra channel. Upstream costs are paid by the platform, not customer tokens. Existing tasks will not be duplicated. Please allow at least 5 minutes between rounds.",
-    "Confirm and sample": "Confirm and sample",
-    "Astra sampling is disabled": "Astra sampling is disabled",
-    "Please wait five minutes between sampling rounds": "Please wait five minutes between sampling rounds",
-    "Service support provided by Crash Workshop Cloud Computing": "Service support provided by Crash Workshop Cloud Computing",
-    "Test pelican": "Test pelican",
-    "Test fingerprint": "Test fingerprint",
-    "Manual detection uses your wallet balance.": "Manual detection uses your wallet balance.",
-    "Detection finished": "Detection finished",
-    "Detection in progress": "Detection in progress",
-    "Charged": "Charged",
-    "Usage details": "Usage details",
-    "Detection could not be completed. Only measured usage is charged.": "Detection could not be completed. Only measured usage is charged.",
-    "Confirm paid detection": "Confirm paid detection",
-    "One channel, {{calls}} requests, group ratio {{ratio}}x.": "One channel, {{calls}} requests, group ratio {{ratio}}x.",
-    "Reserved": "Reserved",
-    "Charged by actual usage. Unused reservation is refunded; classification failures may still incur generation costs.": "Charged by actual usage. Unused reservation is refunded; classification failures may still incur generation costs.",
-    "Confirm and detect": "Confirm and detect",
-    "Normal": "Normal",
-    "Suspected degradation": "Suspected degradation",
-    "Unable to classify": "Unable to classify",
-    "Pelican detection": "Pelican detection",
-    "Last 6 hours": "Last 6 hours",
-    "{{normal}} normal / {{degraded}} suspected / {{unknown}} unknown / {{failed}} failed": "{{normal}} normal / {{degraded}} suspected / {{unknown}} unknown / {{failed}} failed",
-    "Every 30 minutes, one work per Astra channel.": "Every 30 minutes, one work per Astra channel.",
-    "Recent detection results": "Recent detection results",
-    "User detection": "User detection",
-    "Automatic detection": "Automatic detection",
-    "Preview work": "Preview work",
-    "Pelican work preview": "Pelican work preview",
-    "No recent detections": "No recent detections",
-    "Non-Astra fingerprint": "Отпечаток не Astra",
-    "{{downgraded}} downgraded / {{valid}} measured rounds": "{{downgraded}} снижений / {{valid}} проверок",
-    "The rate uses the closest valid fingerprint: non-Astra results count as downgraded. Rounds without a valid fingerprint are excluded.": "Показатель рассчитан по ближайшему действительному отпечатку: результаты не Astra считаются снижением. Проверки без действительного отпечатка исключаются.",
-    "Automatic detection: 15–60 minutes, adjusted when results change.": "Автоматическая проверка: каждые 15–60 минут в зависимости от изменений результата.",
-    "Current interval: {{minutes}} minutes": "Текущий интервал: {{minutes}} мин.",
-    "Current intervals: {{min}}–{{max}} minutes": "Текущие интервалы: {{min}}–{{max}} мин.",
-    "3 probes per channel.": "3 запроса на канал за проверку.",
-    "One work per Astra channel.": "Одна работа на канал Astra за проверку.",
-    "Eicy relay status": "Eicy relay status",
-    "Service status": "Service status",
-    "Live group status, model fingerprints and recent pelican works.": "Live group status, model fingerprints and recent pelican works.",
-    "Model fingerprint": "Model fingerprint",
-    "Not measured": "Not measured",
-    "Downgrade rate · last 6 hours": "Downgrade rate · last 6 hours",
-    "{{count}} measured rounds": "{{count}} measured rounds",
-    "Detection details": "Detection details",
-    "Recent pelican works": "Recent pelican works",
-    "Pelican sample {{number}}": "Pelican sample {{number}}",
-    "Sample {{number}}": "Sample {{number}}",
-    "No pelican works yet": "No pelican works yet",
-    "Available models": "Available models",
-    "{{normal}} / {{total}} groups operational": "{{normal}} / {{total}} groups operational",
-    "Updated at {{time}} · refreshes every minute": "Updated at {{time}} · refreshes every minute",
-    "No recent data": "No recent data",
-    "Manage display": "Manage display",
-    "Status page": "Status page",
-    "Public alias": "Public alias",
-    "Show publicly": "Show publicly",
-    "Open status page": "Open status page",
-    "Set public aliases and visibility for each group. Hidden groups are excluded from the public status API.": "Set public aliases and visibility for each group. Hidden groups are excluded from the public status API.",
-    "Display settings saved": "Display settings saved",
-    "Reset detection records": "Reset detection records",
-    "Confirm reset": "Confirm reset",
-    "Detection records reset": "Detection records reset",
-    "Reset fingerprint and pelican history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.": "Reset fingerprint and pelican history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.",
-    "Request and detection status by group": "Request and detection status by group",
-    "Availability history": "Availability history",
-    "Last 18 checks": "Last 18 checks",
-    "Refresh in {{seconds}}s": "Refresh in {{seconds}}s",
-    "Refreshing": "Refreshing",
-    "Past": "Past",
-    "Every 15 minutes": "Every 15 minutes",
-    "Updated at {{time}} · refreshes every 15 seconds": "Updated at {{time}} · refreshes every 15 seconds",
-    "View on manxue.ai": "View on manxue.ai",
-    "Meow quick test · 32 probes per channel.": "Meow quick test · 32 probes per channel.",
-    "Valid probes {{count}}": "Valid probes {{count}}",
-    "Meow strong evidence for Astra counts as matched; strong evidence for another model counts as downgraded. Inconclusive rounds are excluded. Pelican quality is assessed separately.": "Meow strong evidence for Astra counts as matched; strong evidence for another model counts as downgraded. Inconclusive rounds are excluded. Pelican quality is assessed separately.",
-    "This sends 32 independent Meow probes per enabled Astra channel. Upstream costs are paid by the platform. Existing tasks will not be duplicated. Please allow at least 5 minutes between rounds.": "This sends 32 independent Meow probes per enabled Astra channel. Upstream costs are paid by the platform. Existing tasks will not be duplicated. Please allow at least 5 minutes between rounds.",
-    "Test benchmark": "Test benchmark",
-    "Meow benchmark · auxiliary": "Meow benchmark · auxiliary",
-    "Meow results are auxiliary and do not affect the fingerprint downgrade rate.": "Meow results are auxiliary and do not affect the fingerprint downgrade rate.",
-    "Recent benchmark results": "Recent benchmark results",
-    "ModelTrace · 3 independent probes per channel.": "ModelTrace · 3 independent probes per channel.",
-    "ModelTrace fingerprint": "ModelTrace fingerprint",
-    "ModelTrace is the primary signal. Three valid probes, at least 80% candidate probability and a 0.5 score gap are required for classification. Other rounds are inconclusive. Probabilities are relative to the candidate bank.": "ModelTrace is the primary signal. Three valid probes, at least 80% candidate probability and a 0.5 score gap are required for classification. Other rounds are inconclusive. Probabilities are relative to the candidate bank.",
-    "Live group status, ModelTrace fingerprints and auxiliary Meow benchmarks.": "Live group status, ModelTrace fingerprints and auxiliary Meow benchmarks.",
-    "Reset fingerprint and benchmark history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.": "Reset fingerprint and benchmark history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.",
-    "Candy test": "Candy test",
-    "Passed": "Passed",
-    "Not passed": "Not passed",
-    "{{normal}} passed / {{degraded}} not passed / {{failed}} failed to run": "{{normal}} passed / {{degraded}} not passed / {{failed}} failed to run",
-    "Candy question · one request per channel. Only an answer of 21 passes.": "Candy question · one request per channel. Only an answer of 21 passes.",
-    "Recent candy test results": "Recent candy test results"
+    "不稳定": "Unstable",
+    "不降智": "No degradation",
+    "伪官Key": "Unofficial key",
+    "官Key": "Official key",
+    "打野": "Shared access"
   }
 }
diff --git a/web/src/i18n/locales/vi.json b/web/src/i18n/locales/vi.json
index a9c1bd4..84bcedc 100644
--- a/web/src/i18n/locales/vi.json
+++ b/web/src/i18n/locales/vi.json
@@ -1,16 +1,8 @@
 {
   "translation": {
-    "Auto-switch on group degradation": "Tự động chuyển khi nhóm suy giảm",
-    "For Astra requests, skip groups whose latest valid fingerprint in the last 6 hours is non-Astra and continue through the group pool. Groups with no valid result remain eligible.": "For Astra requests, skip groups whose latest valid fingerprint in the last 6 hours is non-Astra and continue through the group pool. Groups with no valid result remain eligible.",
     "360": "360",
     "1000": "1000",
     "10000": "10000",
-    "Model verification": "Model verification",
-    "Response delivered": "Response delivered",
-    "Model verification: confirmation_timeout": "Model confirmation timed out",
-    "Model verification: missing_model": "Upstream model missing",
-    "Model verification: confirmation_buffer_limit": "Model confirmation data exceeded limit",
-    "Model verification: model_mismatch": "Response model mismatch",
     "_copy": "_bản sao",
     "，": ", ",
     ", and": ", và",
@@ -47,6 +39,7 @@
     "{{count}} announcements will be removed from the list.": "{{count}} thông báo sẽ bị xóa khỏi danh sách.",
     "{{count}} API shortcuts will be removed from the list.": "{{count}} lối tắt API sẽ bị xóa khỏi danh sách.",
     "{{count}} available channels": "{{count}} kênh khả dụng",
+    "{{count}} call samples": "{{count}} lệnh gọi",
     "{{count}} channel(s) deleted": "Đã xóa {{count}} kênh",
     "{{count}} channel(s) disabled": "Đã tắt {{count}} kênh",
     "{{count}} channel(s) enabled": "Đã bật {{count}} kênh",
@@ -61,20 +54,23 @@
     "{{count}} FAQ entries will be removed from the list.": "{{count}} mục FAQ sẽ bị xóa khỏi danh sách.",
     "{{count}} hours ago": "{{count}} giờ trước",
     "{{count}} incidents": "{{count}} sự cố",
-    "2xx, 504 and 524 are always excluded.": "2xx, 504 và 524 luôn bị loại trừ.",
     "{{count}} incidents in the last 24 hours": "{{count}} sự cố trong 24 giờ qua",
     "{{count}} incidents in the last 30 days": "{{count}} sự cố trong 30 ngày qua",
     "{{count}} IP(s)": "{{count}} IP",
+    "{{count}} linked model records": "{{count}} bản ghi mô hình liên kết",
+    "{{count}} log entries removed.": "Đã xóa {{count}} mục nhật ký.",
+    "{{count}} measured rounds": "{{count}} measured rounds",
+    "{{count}} minutes ago": "{{count}} phút trước",
     "{{count}} model mapping(s)": "{{count}} ánh xạ mô hình",
     "{{count}} model(s) redirected": "Đã chuyển hướng {{count}} mô hình",
     "{{count}} model(s) skipped because another model derives the same request name": "Đã bỏ qua {{count}} mô hình vì trùng tên yêu cầu với mô hình khác",
     "{{count}} model(s) unchanged by the rule were skipped": "Đã bỏ qua {{count}} mô hình không thay đổi theo quy tắc",
-    "{{count}} linked model records": "{{count}} bản ghi mô hình liên kết",
-    "{{count}} log entries removed.": "Đã xóa {{count}} mục nhật ký.",
-    "{{count}} minutes ago": "{{count}} phút trước",
     "{{count}} models": "{{count}} mô hình",
     "{{count}} months ago": "{{count}} tháng trước",
+    "{{count}} outside this view": "{{count}} kênh ngoài chế độ xem này",
     "{{count}} override": "{{count}} ghi đè",
+    "{{count}} permissions": "{{count}} quyền",
+    "{{count}} permissions are no longer available": "{{count}} quyền không còn trong danh mục quyền hiện tại",
     "{{count}} providers": "{{count}} nhà cung cấp",
     "{{count}} records selected. Bulk actions are available.": "Đã chọn {{count}} bản ghi. Có thể thực hiện thao tác hàng loạt.",
     "{{count}} selected": "Đã chọn {{count}}",
@@ -89,6 +85,7 @@
     "{{currency}} / {{unit}} tokens": "{{currency}} / {{unit}} token",
     "{{currency}} price per 1M input tokens.": "Giá bằng {{currency}} cho mỗi 1 triệu token đầu vào.",
     "{{currency}} price per 1M tokens.": "Giá bằng {{currency}} cho mỗi 1 triệu token.",
+    "{{downgraded}} downgraded / {{valid}} measured rounds": "{{downgraded}} suy giảm / {{valid}} lượt đo",
     "{{field}} updated to {{value}}": "{{field}} đã cập nhật thành {{value}}",
     "{{field}} updated to {{value}} for tag: {{tag}}": "{{field}} đã cập nhật thành {{value}} cho nhãn: {{tag}}",
     "{{first}} and {{second}}": "{{first}} và {{second}}",
@@ -99,13 +96,26 @@
     "{{modality}} not supported": "Không hỗ trợ {{modality}}",
     "{{modality}} supported": "Hỗ trợ {{modality}}",
     "{{n}} model(s) selected": "Đã chọn {{n}} model",
+    "{{name}} called {{count}} times, cost {{quota}}": "{{name}} được gọi {{count}} lần, chi phí {{quota}}",
+    "{{normal}} / {{total}} groups operational": "{{normal}} / {{total}} groups operational",
+    "{{normal}} normal / {{degraded}} suspected / {{unknown}} unknown / {{failed}} failed": "{{normal}} normal / {{degraded}} suspected / {{unknown}} unknown / {{failed}} failed",
+    "{{normal}} passed / {{degraded}} not passed / {{failed}} failed to run": "{{normal}} passed / {{degraded}} not passed / {{failed}} failed to run",
+    "{{normal}} passed / {{degraded}} not passed / {{incomplete}} capability incomplete / {{failed}} failed to run": "Đạt {{normal}} / Không đạt {{degraded}} / Thiếu khả năng {{incomplete}} / Lỗi thực thi {{failed}}",
     "{{operation}} (ID: {{id}})": "{{operation}} (ID: {{id}})",
+    "{{percent}}% OFF": "Giảm {{percent}}%",
     "{{processed}} of {{total}} log entries processed.": "Đã xử lý {{processed}}/{{total}} mục nhật ký.",
     "{{protocol}} auth name": "Tên xác thực {{protocol}}",
     "{{protocol}} auth value": "Giá trị xác thực {{protocol}}",
     "{{protocol}} authentication": "Xác thực {{protocol}}",
+    "{{provider}} login and registration has not been enabled by administrator": "Quản trị viên chưa bật đăng nhập và đăng ký qua {{provider}}",
+    "{{provider}} returned empty user info, please check settings": "{{provider}} trả về thông tin người dùng trống, vui lòng kiểm tra cài đặt",
+    "{{provider}} top-up succeeded, amount added: {{quota}}, payment amount: {{amount}}": "Nạp tiền qua {{provider}} thành công, số tiền đã nạp: {{quota}}, số tiền thanh toán: {{amount}}",
+    "{{selected}} of {{total}} changed fields selected": "Đã chọn {{selected}} / {{total}} trường thay đổi",
     "{{start}}–{{end}}": "{{start}}–{{end}}",
+    "{{success}} / {{checks}} checks succeeded": "{{success}} / {{checks}} checks succeeded",
     "{{success}} succeeded, {{failed}} failed": "{{success}} thành công, {{failed}} thất bại",
+    "{{suspect}} suspected / {{valid}} conclusive rounds": "{{suspect}} suspected / {{valid}} conclusive rounds",
+    "{{suspect}} suspected / {{valid}} measured rounds": "{{suspect}} suspected / {{valid}} measured rounds",
     "{{target}} test failed": "Kiểm tra {{target}} thất bại",
     "{{target}} test succeeded": "Kiểm tra {{target}} thành công",
     "{{total}} models · {{syncable}} syncable · {{skipped}} skipped this time": "{{total}} mô hình · {{syncable}} có thể đồng bộ · {{skipped}} bỏ qua lần này",
@@ -115,13 +125,14 @@
     "{{value}}s": "{{value}} s",
     "@lobehub/icons key": "@lobehub/icons khóa",
     "@lobehub/icons key name": "@lobehub/icons tên khóa",
+    "/api/token/routing-preview": "/api/token/routing-preview",
     "/status/": "/status/",
     "/your/endpoint": "/điểm cuối của bạn",
     "#1 App": "#1 Ứng dụng",
     "#1 by usage": "Hạng 1 theo mức sử dụng",
     "#1 Model": "#1 Mô hình",
     "% off": "% giảm giá",
-    "`, and `-nothinking` suffixes while routing to the correct Gemini variant.": ", và",
+    "`, `-nothinking`, and effort suffixes such as `-high` while routing to the correct Gemini variant. When off, model names are sent upstream unchanged.": "`, `-nothinking` và các hậu tố mức suy luận như `-high` khi định tuyến đến biến thể Gemini đúng. Khi tắt, tên mô hình được gửi nguyên vẹn lên upstream.",
     "© 2025 Your Company. All rights reserved.": "© 2025 Công ty của bạn. Mọi quyền được bảo lưu.",
     "+{{count}} more": "thêm {{count}} mục",
     "| Based on": "| Dựa trên",
@@ -137,21 +148,31 @@
     "1 Month": "1 tháng",
     "1 month ago": "1 tháng trước",
     "1 week ago": "1 tuần trước",
+    "1 year": "1 năm",
     "1 year ago": "1 năm trước",
     "1. Create an application in your Gotify server": "1. Tạo một ứng dụng trong máy chủ Gotify của bạn",
+    "1. Select models users call": "1. Chọn mô hình người dùng gọi",
+    "1. Select upstream models": "1. Chọn mô hình phía nhà cung cấp",
     "10 / page": "10 / trang",
     "100 / page": "100 / trang",
     "14 Days": "14 ngày",
+    "180 days": "180 ngày",
     "192.168.1.1&#10;10.0.0.0/8": "192.168.1.1&#10;10.0.0.0/8",
     "1M": "1M",
     "1M token": "1M token",
     "1W": "1W",
     "2. Copy the application token": "2. Sao chép token ứng dụng",
+    "2. Set names users call": "2. Đặt tên để người dùng gọi",
+    "2. Set upstream model names": "2. Đặt tên gửi lên nhà cung cấp",
     "20 / page": "20 / trang",
     "24 Hours": "24 giờ",
     "24 hours ago": "24 giờ trước",
     "29 Days": "29 ngày",
+    "2xx, 504 and 524 are always excluded.": "2xx, 504 và 524 luôn bị loại trừ.",
+    "3 probes per channel.": "Mỗi lượt gồm 3 lần lấy mẫu cho mỗi kênh.",
     "3. Enter your Gotify server URL and token above": "3. Nhập URL máy chủ Gotify và mã thông báo của bạn ở trên",
+    "3. Review mappings": "3. Kiểm tra ánh xạ",
+    "30 days": "30 ngày",
     "30 Days": "30 ngày",
     "30 days ago": "30 ngày trước",
     "30d change": "Thay đổi 30 ngày",
@@ -161,36 +182,25 @@
     "7 Days": "7 ngày",
     "7 days ago": "7 ngày trước",
     "80,443,8080": "80,443,8080",
+    "90 days": "90 ngày",
     "A billing multiplier. Lower ratios mean lower API call costs.": "Hệ số tính phí. Tỷ lệ càng thấp thì chi phí gọi API càng thấp.",
+    "A channel test task is already running or queued. Cannot start this manual task": "Đã có tác vụ kiểm tra kênh đang chạy hoặc đang chờ. Không thể bắt đầu tác vụ thủ công này",
+    "a dashboard login session is required": "cần có phiên đăng nhập bảng điều khiển",
     "A focused home for keys, balance, routing, and service health.": "Trang tổng quan tập trung cho khóa, số dư, định tuyến và trạng thái dịch vụ.",
     "A matching hash confirms the published file, not the safety of its code.": "Mã băm khớp chỉ xác nhận tệp đúng với bản phát hành, không đảm bảo mã an toàn.",
+    "A model update task is already running or queued. Cannot start this manual task": "Đã có tác vụ cập nhật mô hình đang chạy hoặc đang chờ. Không thể bắt đầu tác vụ thủ công này",
     "A Passkey created for www.example.com cannot be used on example.com. Keep the old website available so users can still verify there.": "Khóa truy cập tạo cho www.example.com không thể dùng trên example.com. Hãy duy trì trang web cũ để người dùng vẫn có thể xác minh tại đó.",
+    "A repair task is already running. Please try again later": "Đã có tác vụ sửa chữa đang chạy. Vui lòng thử lại sau",
     "A security operation is already in progress.": "Một thao tác bảo mật đang được thực hiện.",
     "A selected model no longer exists. Reload the model list.": "Một mô hình đã chọn không còn tồn tại. Hãy tải lại danh sách.",
+    "A token can select at most {{max}} Auto groups": "Mỗi token chỉ được chọn tối đa {{max}} nhóm Auto",
+    "A token that never expires stays valid until you revoke it. Set an expiration date when possible.": "Token không hết hạn sẽ còn hiệu lực cho đến khi bạn thu hồi. Nên đặt thời hạn khi có thể.",
     "A vendor with this name already exists.": "Nhà cung cấp có tên này đã tồn tại.",
     "About": "Giới thiệu",
-    "Group Status": "Group Status",
-    "Probe history": "Probe history",
-    "Endpoint probe": "Endpoint probe",
-    "Endpoint status": "Endpoint status",
-    "Auto-disabled": "Auto-disabled",
-    "Availability (24h)": "Availability (24h)",
-    "Monitoring status": "Monitoring status",
-    "Request cache hit rate": "Request cache hit rate",
-    "Token cache hit rate": "Token cache hit rate",
-    "Cache statistics: last 24 hours": "Cache statistics: last 24 hours",
-    "Every {{minutes}} minutes": "Every {{minutes}} minutes",
-    "No group monitors": "No group monitors",
-    "Status data is temporarily unavailable": "Status data is temporarily unavailable",
-    "Some services are unavailable": "Some services are unavailable",
-    "Some services are degraded": "Some services are degraded",
-    "History": "History",
-    "Now": "Now",
-    "Operational": "Operational",
-    "Degraded": "Degraded",
     "About {{days}} days left": "Còn khoảng {{days}} ngày",
     "About pricing currency": "Về tiền tệ định giá",
     "Accept Unpriced Models": "Chấp nhận các Mô hình chưa định giá",
+    "Accept upstream certificates that fail validation, such as self-signed ones. Only enable for trusted internal upstreams.": "Chấp nhận chứng chỉ upstream không vượt qua xác minh, chẳng hạn chứng chỉ tự ký. Chỉ bật cho upstream nội bộ đáng tin cậy.",
     "Accepts a JSON array of model identifiers that support the Imagine API.": "Chấp nhận một mảng JSON gồm các mã định danh mô hình hỗ trợ API Imagine.",
     "Accepts comma-separated status codes and inclusive ranges.": "Chấp nhận mã trạng thái phân cách bằng dấu phẩy và phạm vi bao gồm.",
     "Access a vast selection of models via a standard, unified API protocol. Power AI applications, manage digital assets, and connect the Future.": "Truy cập số lượng lớn các mô hình thông qua giao thức API chuẩn hóa và thống nhất. Thúc đẩy các ứng dụng AI, quản lý tài sản kỹ thuật số và kết nối tương lai.",
@@ -210,8 +220,13 @@
     "Access previous conversations and start new ones.": "Truy cập các cuộc trò chuyện trước đó và bắt đầu các cuộc trò chuyện mới.",
     "Access records": "Lịch sử truy cập",
     "Access Token": "Token truy cập",
+    "Access token expired": "Token truy cập đã hết hạn",
+    "Access token expiry must be at least one hour from now.": "Thời hạn của token truy cập phải cách hiện tại ít nhất một giờ.",
+    "Access token name must be 1 to 64 characters.": "Tên token truy cập phải có từ 1 đến 64 ký tự.",
+    "access token not found": "Không tìm thấy token truy cập",
     "Access token revoked": "Đã thu hồi token truy cập",
-    "Access tokens are shown only once": "Token truy cập chỉ được hiển thị một lần",
+    "Access tokens": "Token truy cập",
+    "Access tokens cannot use this feature": "Token truy cập không thể dùng tính năng này",
     "Access Zhipu models through the legacy API": "Truy cập mô hình Zhipu qua API cũ",
     "Access Zhipu models through the V4 API": "Truy cập mô hình Zhipu qua API V4",
     "AccessKey / SecretAccessKey": "AccessKey / SecretAccessKey",
@@ -234,10 +249,13 @@
     "acknowledge the related legal risks": "thừa nhận các rủi ro pháp lý liên quan",
     "Across all groups": "Trên mọi nhóm",
     "Action": "Hành động",
+    "Action {{action}}": "Thao tác {{action}}",
     "Action confirmation": "Xác nhận hành động",
     "Actions": "Hành động",
     "Actions for {{name}}": "Thao tác cho {{name}}",
     "Activate / Roll back": "Kích hoạt / Khôi phục",
+    "Activate now": "Kích hoạt ngay",
+    "Activating...": "Đang kích hoạt...",
     "active": "hoạt động",
     "Active": "Hoạt động",
     "Active apps": "Ứng dụng đang hoạt động",
@@ -252,9 +270,10 @@
     "Actual Amount": "Số tiền thực tế",
     "Actual Model": "Mô hình thực tế",
     "Actual Model:": "Mô hình thực tế:",
-    "Adapt `-thinking` suffix requests to Anthropic native thinking behavior while keeping billing predictable.": "Điều chỉnh các yêu cầu có hậu tố `-thinking` sang hành vi suy luận gốc của Anthropic trong khi vẫn giữ tính phí dễ dự đoán.",
+    "Adapt `-thinking`, `-nothinking`, and effort suffixes such as `-high` to Anthropic native thinking behavior while keeping billing predictable. When off, model names are sent upstream unchanged.": "Điều chỉnh các yêu cầu có hậu tố `-thinking`, `-nothinking` và các hậu tố mức suy luận như `-high` sang hành vi suy luận gốc của Anthropic trong khi vẫn giữ tính phí dễ dự đoán. Khi tắt, tên mô hình được gửi nguyên vẹn lên upstream.",
     "Add": "Add",
     "Add \"{{value}}\"": "Thêm \"{{value}}\"",
+    "Add {{added}} models and remove {{removed}} models": "Thêm {{added}} mô hình và xóa {{removed}} mô hình",
     "Add {{count}} mapping(s)": "Thêm {{count}} ánh xạ",
     "Add {{title}}": "Thêm {{title}}",
     "Add a group identifier to the auto assignment list.": "Thêm một mã định danh nhóm vào danh sách phân công tự động.",
@@ -290,6 +309,7 @@
     "Add Group": "Thêm Nhóm",
     "Add group rate limit": "Thêm giới hạn tốc độ nhóm",
     "Add group rules": "Thêm quy tắc nhóm",
+    "Add groups in the order they should be tried.": "Thêm nhóm theo thứ tự cần thử.",
     "Add management route": "Thêm route quản lý",
     "Add Mapping": "Thêm ánh xạ",
     "Add metadata": "Bổ sung",
@@ -300,6 +320,7 @@
     "Add model": "Thêm mô hình",
     "Add Model": "Thêm Mô hình",
     "Add model pricing": "Thêm giá mô hình",
+    "Add model rule": "Add model rule",
     "Add Models": "Thêm mô hình",
     "Add new amount": "Thêm số tiền mới",
     "Add new redemption code(s) by providing necessary info.": "Thêm mã đổi thưởng mới bằng cách cung cấp thông tin cần thiết.",
@@ -316,6 +337,7 @@
     "Add route": "Thêm route",
     "Add routes individually or replace them from a template.": "Thêm từng tuyến hoặc thay thế bằng một mẫu.",
     "Add Row": "Thêm Hàng",
+    "Add rule": "Thêm quy tắc",
     "Add Rule": "Thêm quy tắc",
     "Add rule group": "Thêm nhóm quy tắc",
     "Add rules for a user group": "Thêm quy tắc cho nhóm người dùng",
@@ -324,6 +346,7 @@
     "Add split": "Thêm nhánh",
     "Add subscription": "Thêm đăng ký",
     "Add suffix": "Thêm hậu tố",
+    "Add tag": "Add tag",
     "Add tags...": "Thêm thẻ...",
     "Add template": "Thêm mẫu",
     "Add tier": "Thêm bậc",
@@ -338,6 +361,7 @@
     "Added": "Đã thêm",
     "Added {{count}} model(s)": "Đã thêm {{count}} mô hình",
     "Added {{count}} models from \"{{name}}\"": "Đã thêm {{count}} mô hình từ “{{name}}”",
+    "Added models": "Mô hình đã thêm",
     "Added once per request. Set to 0 for usage-only billing.": "Cộng một lần cho mỗi yêu cầu. Nhập 0 để chỉ tính phí theo mức sử dụng.",
     "Added successfully": "Thêm thành công",
     "Added to the usage cost. Set to 0 for no additional charge.": "Khoản cộng thêm vào chi phí sử dụng. Nhập 0 nếu không thu thêm.",
@@ -356,6 +380,7 @@
     "Adjust response formatting, prompt behavior, proxy, and upstream automation.": "Điều chỉnh định dạng phản hồi, hành vi prompt, proxy và tự động hóa upstream.",
     "Adjust the appearance and layout to suit your preferences.": "Điều chỉnh giao diện và bố cục để phù hợp với sở thích của bạn.",
     "Adjust user quota": "Điều chỉnh hạn mức người dùng",
+    "Adjusted by the channel adaptor": "Điều chỉnh bởi bộ chuyển đổi kênh",
     "Adjustment mode": "Cách điều chỉnh",
     "Admin": "Quản trị viên",
     "Admin access required": "Yêu cầu quyền truy cập Admin",
@@ -364,8 +389,12 @@
     "Admin notes (only visible to admins)": "Ghi chú của quản trị viên (chỉ hiển thị với quản trị viên)",
     "Admin Only": "Chỉ dành cho quản trị viên",
     "Admin Permissions": "Quyền quản trị viên",
+    "Admin permissions updated": "Đã cập nhật quyền quản trị viên",
     "Administer user accounts and roles.": "Quản lý tài khoản người dùng và vai trò.",
+    "Administration": "Quản trị",
     "Administrator account": "Tài khoản quản trị viên",
+    "Administrator completed the order, amount added: {{quota}}, payment amount: {{amount}}": "Quản trị viên đã hoàn tất đơn hàng, số tiền đã nạp: {{quota}}, số tiền thanh toán: {{amount}}",
+    "Administrator reset the quota of subscription plan {{plan_title}} (ID: {{plan_id}})": "Quản trị viên đã đặt lại hạn mức của gói đăng ký {{plan_title}} (ID: {{plan_id}})",
     "Administrator username": "Tên người dùng quản trị viên",
     "Advance next reset time": "Dời thời gian đặt lại tiếp theo",
     "Advanced": "Nâng cao",
@@ -381,7 +410,10 @@
     "Advanced text editing": "Chỉnh sửa văn bản nâng cao",
     "Aesthetic style": "Phong cách",
     "Affected windows:": "Cửa sổ bị ảnh hưởng:",
+    "Affinity cache hit": "Affinity cache hit",
     "Affinity cache settings": "Cài đặt bộ nhớ đệm phiên",
+    "Affinity candidate unavailable": "Affinity candidate unavailable",
+    "Affinity correlation": "Affinity correlation",
     "After clicking the button, you'll be asked to authorize the bot": "Sau khi nhấp vào nút, bạn sẽ được yêu cầu ủy quyền cho bot",
     "After conversion": "Sau khi chuyển đổi",
     "After conversion, expression reservation and rounding rules apply. Effective unit prices are preserved; individual rounded charges may differ.": "Sau khi chuyển đổi, áp dụng quy tắc tạm trừ và làm tròn của biểu thức. Giữ nguyên đơn giá hiện hành nhưng số tiền làm tròn của từng lần tính phí có thể khác.",
@@ -458,6 +490,8 @@
     "Allow metadata sync": "Cho phép đồng bộ siêu dữ liệu",
     "Allow new users to register": "Cho phép người dùng mới đăng ký",
     "Allow Private IPs": "Cho phép IP riêng",
+    "Allow querying user quota": "Cho phép tra cứu hạn mức người dùng",
+    "Allow recently degraded groups": "Allow recently degraded groups",
     "Allow registration with password": "Cho phép đăng ký bằng mật khẩu",
     "Allow requests to private IP ranges (10.0.0.0/8, 172.16.0.0/12, 192.168.0.0/16)": "Cho phép các yêu cầu đến các dải IP riêng (10.0.0.0/8, 172.16.0.0/12, 192.168.0.0/16)",
     "Allow Retry": "Cho phép thử lại",
@@ -469,6 +503,7 @@
     "Allow upstream callbacks": "Cho phép callback upstream",
     "Allow users to check in daily for random quota rewards": "Cho phép người dùng điểm danh hàng ngày để nhận phần thưởng hạn ngạch ngẫu nhiên",
     "Allow users to enter promo codes": "Cho phép người dùng nhập mã khuyến mãi",
+    "Allow users to export logs": "Cho phép người dùng xuất nhật ký",
     "Allow users to log in with password": "Cho phép người dùng đăng nhập bằng mật khẩu",
     "Allow users to register and sign in with Passkey (WebAuthn)": "Cho phép người dùng đăng ký và đăng nhập bằng Passkey (WebAuthn)",
     "Allow users to sign in with Discord": "Cho phép người dùng đăng nhập bằng Discord",
@@ -486,6 +521,7 @@
     "Allowed Passkey websites": "Các trang được phép dùng Passkey",
     "Allowed Ports": "Cổng được phép",
     "Allows selected fields to be overwritten after a sync preview. No automatic synchronization.": "Cho phép ghi đè các trường đã chọn sau khi xem trước. Không tự động đồng bộ.",
+    "Already checked in today": "Hôm nay bạn đã điểm danh",
     "Already have an account?": "Đã có tài khoản?",
     "Also remove custom pricing": "Đồng thời xóa giá tùy chỉnh",
     "Also remove from all channels": "Đồng thời xóa khỏi tất cả các kênh",
@@ -508,6 +544,13 @@
     "An unknown error occurred": "Đã xảy ra lỗi không xác định",
     "Analyze data": "Phân tích dữ liệu",
     "and": "and",
+    "Announcement #{{index}} content cannot exceed 500 characters": "Nội dung của thông báo #{{index}} không được vượt quá 500 ký tự",
+    "Announcement #{{index}} has an invalid publish date format": "Thông báo #{{index}} có định dạng ngày đăng không hợp lệ",
+    "Announcement #{{index}} has an invalid type value": "Thông báo #{{index}} có giá trị loại không hợp lệ",
+    "Announcement #{{index}} is missing the content field": "Thông báo #{{index}} thiếu trường nội dung",
+    "Announcement #{{index}} is missing the publish date field": "Thông báo #{{index}} thiếu trường ngày đăng",
+    "Announcement #{{index}} note cannot exceed 100 characters": "Ghi chú của thông báo #{{index}} không được vượt quá 100 ký tự",
+    "Announcement #{{index}} publish date cannot be empty": "Ngày đăng của thông báo #{{index}} không được để trống",
     "Announcement added. Click \"Save Settings\" to apply.": "Đã thêm thông báo. Nhấp \"Save Settings\" để áp dụng.",
     "Announcement content": "Nội dung thông báo",
     "Announcement deleted. Click \"Save Settings\" to apply.": "Đã xóa thông báo. Nhấp \"Save Settings\" để áp dụng.",
@@ -515,11 +558,14 @@
     "Announcement displayed to users (supports Markdown & HTML)": "Thông báo hiển thị cho người dùng (hỗ trợ Markdown & HTML)",
     "Announcement updated. Click \"Save Settings\" to apply.": "Đã cập nhật thông báo. Nhấp \"Save Settings\" để áp dụng.",
     "Announcements": "Thông báo",
+    "Announcements cannot exceed 100 entries": "Thông báo không được vượt quá 100 mục",
     "Announcements saved successfully": "Đã lưu thông báo thành công",
+    "Another log export is running. Try again after it finishes.": "Đang có một lượt xuất nhật ký khác. Hãy thử lại sau khi lượt đó hoàn tất.",
     "Answer": "Trả lời",
     "Answers for common access and billing questions": "Câu trả lời cho các câu hỏi thường gặp về truy cập và thanh toán",
     "Anthropic": "Anthropic",
     "Anthropic Messages to OpenAI Chat": "Anthropic Messages sang OpenAI Chat",
+    "Anthropic Messages to OpenAI Responses": "Anthropic Messages sang OpenAI Responses",
     "Any condition": "Thỏa mãn bất kỳ",
     "Any Match (OR)": "Bất kỳ khớp (OR)",
     "Anyone can publish an index. A plugin installed from a third-party source has the same access as one you upload by hand: review its source before installing.": "Bất kỳ ai cũng có thể công bố một chỉ mục. Plugin cài từ nguồn bên thứ ba có quyền truy cập hệt như plugin bạn tự tải lên: hãy xem mã nguồn trước khi cài.",
@@ -532,7 +578,19 @@
     "API Base URL *": "URL cơ sở API *",
     "API Endpoints": "Điểm cuối API",
     "API Info": "Thông tin API",
+    "API info #{{index}} contains disallowed content": "Thông tin API #{{index}} chứa nội dung không được phép",
+    "API info #{{index}} description cannot exceed 200 characters": "Mô tả của thông tin API #{{index}} không được vượt quá 200 ký tự",
+    "API info #{{index}} has a URL that cannot be parsed: {{error}}": "Không thể phân tích URL của thông tin API #{{index}}: {{error}}",
+    "API info #{{index}} has an invalid color value": "Thông tin API #{{index}} có giá trị màu không hợp lệ",
+    "API info #{{index}} has an invalid URL format": "Thông tin API #{{index}} có định dạng URL không hợp lệ",
+    "API info #{{index}} is missing the color field": "Thông tin API #{{index}} thiếu trường màu",
+    "API info #{{index}} is missing the description field": "Thông tin API #{{index}} thiếu trường mô tả",
+    "API info #{{index}} is missing the route description field": "Thông tin API #{{index}} thiếu trường mô tả tuyến",
+    "API info #{{index}} is missing the URL field": "Thông tin API #{{index}} thiếu trường URL",
+    "API info #{{index}} route description cannot exceed 100 characters": "Mô tả tuyến của thông tin API #{{index}} không được vượt quá 100 ký tự",
+    "API info #{{index}} URL cannot exceed 500 characters": "URL của thông tin API #{{index}} không được vượt quá 500 ký tự",
     "API info added. Click \"Save Settings\" to apply.": "Thông tin API đã được thêm. Nhấp vào \"Lưu Cài đặt\" để áp dụng.",
+    "API info cannot exceed 50 entries": "Thông tin API không được vượt quá 50 mục",
     "API info deleted. Click \"Save Settings\" to apply.": "Thông tin API đã được xóa. Nhấp vào \"Lưu Cài đặt\" để áp dụng.",
     "API info saved successfully": "Đã lưu thông tin API thành công",
     "API info updated. Click \"Save Settings\" to apply.": "Thông tin API đã được cập nhật. Nhấp vào \"Lưu Cài đặt\" để áp dụng.",
@@ -553,6 +611,7 @@
     "API Key mode: use APIKey|Region": "Chế độ khóa API: sử dụng APIKey|Region",
     "API Key Quota": "Hạn mức khóa API",
     "API Key updated successfully": "API Key đã được cập nhật thành công",
+    "API keys": "Khóa API",
     "API Keys": "Khóa API",
     "API Private Key": "Khóa riêng API",
     "API Requests": "Yêu cầu API",
@@ -599,6 +658,7 @@
     "Apply Overwrite": "Áp dụng Ghi đè",
     "Apply plan": "Áp dụng cấu hình",
     "Apply reset": "Thực hiện đặt lại",
+    "Apply selected changes": "Áp dụng thay đổi đã chọn",
     "Apply Sync": "Áp dụng đồng bộ",
     "Apply to all rows": "Áp dụng cho tất cả hàng",
     "Apply to draft": "Áp dụng vào bản nháp",
@@ -633,10 +693,18 @@
     "Array of chat client presets. Each item is an object with one key-value pair: client name and its URL.": "Mảng các thiết lập sẵn của ứng dụng trò chuyện. Mỗi mục là một đối tượng với",
     "Artifacts": "Sản phẩm",
     "Asc": "Asc",
+    "Ascending": "Tăng dần",
     "Ask anything": "Hỏi gì cũng được",
     "Assign models from the model list to see them here.": "Gán nhà cung cấp từ danh sách mô hình để hiển thị tại đây.",
     "Assigned by administrator only": "Chỉ quản trị viên gán",
     "Assigned by administrators and used to represent a user level, such as default or vip.": "Do quản trị viên gán và dùng để biểu thị cấp người dùng, ví dụ default hoặc vip.",
+    "Astra · {{hours}}h": "Astra · {{hours}}h",
+    "Astra auto-switch and charges": "Astra auto-switch and charges",
+    "Astra auto-switch is now controlled by each API key. This legacy channel setting no longer affects requests.": "Astra auto-switch is now controlled by each API key. This legacy channel setting no longer affects requests.",
+    "Astra fingerprint sampling": "Astra fingerprint sampling",
+    "Astra model detection": "Astra model detection",
+    "Astra preferred group": "Nhóm ưu tiên cho Astra",
+    "Astra sampling is disabled": "Astra sampling is disabled",
     "Async": "Bất đồng bộ",
     "Async task polling": "Thăm dò tác vụ bất đồng bộ",
     "Async Task Public Address": "Địa chỉ công khai của tác vụ bất đồng bộ",
@@ -645,6 +713,8 @@
     "At least one valid key source is required": "Cần ít nhất một nguồn khóa hợp lệ",
     "Attach": "Đính kèm",
     "Attempt": "Lần thử",
+    "Attempt history unavailable": "Attempt history unavailable",
+    "Attempt status": "Attempt status",
     "Audio": "Âm thanh",
     "Audio and Realtime pricing must be converted manually.": "Cần chuyển đổi giá âm thanh và Realtime thủ công.",
     "Audio and text-only requests keep their respective pricing.": "Yêu cầu âm thanh và yêu cầu chỉ có văn bản giữ nguyên cách tính phí tương ứng.",
@@ -653,6 +723,7 @@
     "Audio In": "Đầu vào âm thanh",
     "Audio input": "Đầu vào âm thanh",
     "Audio Input": "Đầu vào âm thanh",
+    "Audio input cost {{quota}}": "Chi phí đầu vào âm thanh {{quota}}",
     "Audio input price": "Giá đầu vào âm thanh",
     "Audio Input Price": "Giá đầu vào âm thanh",
     "Audio Out": "Đầu ra âm thanh",
@@ -697,6 +768,8 @@
     "Auto Ban": "Cấm tự động",
     "Auto detect (default)": "Tự động phát hiện (mặc định)",
     "Auto Disabled": "Vô hiệu hóa tự động",
+    "Auto group {{group}} is duplicated": "Nhóm Auto {{group}} bị trùng lặp",
+    "Auto group {{group}} is unavailable or unauthorized": "Nhóm Auto {{group}} không khả dụng hoặc không có quyền truy cập",
     "Auto group behavior": "Cách hoạt động của nhóm auto",
     "Auto Group Chain": "Chuỗi nhóm tự động",
     "Auto group order": "Thứ tự nhóm Auto",
@@ -712,13 +785,25 @@
     "Auto-disable status codes": "Mã trạng thái tự tắt",
     "Auto-disable-enabled channels only": "Chỉ kênh đã bật tự động vô hiệu hóa",
     "Auto-disable-enabled mode probes non-manually-disabled channels with auto-disable enabled.": "Chế độ này chỉ kiểm tra các kênh đã bật tự động vô hiệu hóa và không bị vô hiệu hóa thủ công.",
+    "Auto-disabled": "Auto-disabled",
     "Auto-discover": "Tự động khám phá",
     "Auto-discovers endpoints from the provider": "Tự động khám phá các điểm cuối từ nhà cung cấp",
     "Auto-fill when one field exists and another is missing": "Tự động điền khi một trường có giá trị và trường khác thiếu",
     "Auto-refreshing every {{seconds}}s": "Tự động làm mới mỗi {{seconds}} giây",
     "Auto-retry status codes": "Mã trạng thái tự thử lại",
+    "Auto-switch on Astra model mismatch": "Auto-switch on Astra model mismatch",
+    "Auto-switch on group degradation": "Tự động chuyển khi nhóm suy giảm",
+    "Automatic detection": "Automatic detection",
+    "Automatic detection: 15–60 minutes, adjusted when results change.": "Kiểm tra tự động: 15–60 phút, điều chỉnh khi kết quả thay đổi.",
     "Automatic from system website address": "Tự động từ địa chỉ trang web hệ thống",
+    "Automatic group settings": "Automatic group settings",
+    "Automatic grouping": "Automatic grouping",
+    "Automatic sampling paused": "Automatic sampling paused",
     "Automatic selection": "Chọn tự động",
+    "Automatic tag uses the latest valid Astra fingerprint or pelican result within 6 hours. Hiding it does not change routing or detection.": "Automatic tag uses the latest valid Astra fingerprint or pelican result within 6 hours. Hiding it does not change routing or detection.",
+    "Automatic tag uses the latest valid Astra fingerprint or vision result within 6 hours. Hiding it does not change routing or detection.": "Automatic tag uses the latest valid Astra fingerprint or vision result within 6 hours. Hiding it does not change routing or detection.",
+    "Automatic test every 45 minutes.": "Automatic test every 45 minutes.",
+    "Automatically choose from all groups you can access that support the requested model.": "Automatically choose from all groups you can access that support the requested model.",
     "Automatically disable channel on repeated failures": "Tự động vô hiệu hóa kênh khi xảy ra lỗi lặp lại",
     "Automatically disable channels exceeding this response time": "Tự động vô hiệu hóa các kênh vượt quá thời gian phản hồi này",
     "Automatically disable channels when tests fail": "Tự động vô hiệu hóa các kênh khi kiểm thử thất bại",
@@ -726,16 +811,22 @@
     "Automatically replaces upstream callback URLs with the server address.": "Tự động thay thế URL callback upstream bằng địa chỉ máy chủ.",
     "Automatically selects the best available group with circuit breaker mechanism": "Tự động chọn nhóm tốt nhất hiện có với cơ chế ngắt mạch",
     "Automatically sync model list when upstream changes are detected": "Tự động đồng bộ danh sách mô hình khi phát hiện thay đổi từ nguồn",
+    "Availability · {{hours}}h": "Availability · {{hours}}h",
+    "Availability (24h)": "Availability (24h)",
     "Availability (last 24h)": "Khả dụng (24 giờ qua)",
+    "Availability check · every {{minutes}} minutes": "Availability check · every {{minutes}} minutes",
+    "Availability history": "Availability history",
     "Available": "Khả dụng",
     "Available Balance": "Số dư khả dụng",
     "Available channels: {{count}}": "Kênh khả dụng: {{count}}",
     "Available credits are ordered by soonest expiration.": "Các lượt khả dụng được sắp xếp theo thời điểm hết hạn gần nhất.",
     "Available disk space": "Dung lượng đĩa khả dụng",
+    "Available models": "Available models",
     "Available Models": "Mô hình khả dụng",
     "Available reset credits": "Lượt đặt lại khả dụng",
     "Available Rewards": "Phần thưởng hiện có",
     "Available variables: {{provider}}, {{field}}, {{op}}, {{required}}, {{current}}, and paths such as {{current.roles}}.": "Các biến khả dụng: {{provider}}, {{field}}, {{op}}, {{required}}, {{current}} và các đường dẫn như {{current.roles}}.",
+    "Average charged / 1M tokens": "Average charged / 1M tokens",
     "Average latency": "Độ trễ trung bình",
     "Average latency, TTFT, and success rate by group": "Độ trễ trung bình, TTFT và tỷ lệ thành công theo nhóm",
     "Average latency, TTFT, TPS, and success rate": "Độ trễ trung bình, TTFT, TPS và tỷ lệ thành công",
@@ -746,6 +837,7 @@
     "Average TTFT": "TTFT trung bình",
     "Awake engines": "Số engine đang hoạt động",
     "AWS": "AWS",
+    "AWS API": "API AWS",
     "AWS Bedrock Claude Compat": "AWS Bedrock Claude tương thích",
     "AWS Key Format": "Định dạng khóa AWS",
     "Azure": "Azure",
@@ -767,7 +859,6 @@
     "Backup codes remaining: {{count}}": "Mã dự phòng còn lại: {{count}}",
     "Backup group": "Nhóm dự phòng",
     "Backup groups": "备用分组池",
-    "No backup group": "Không dùng nhóm dự phòng",
     "Bad Request": "Yêu cầu không hợp lệ",
     "Badge Color": "Màu huy hiệu",
     "Baidu": "Baidu",
@@ -784,10 +875,12 @@
     "Balance updated: {{balance}}": "Số dư đã cập nhật: {{balance}}",
     "Bar Chart": "Biểu đồ cột",
     "Bark Push URL": "URL đẩy Bark",
+    "Bark push URL cannot be empty": "URL đẩy Bark không được để trống",
     "Base": "Cơ bản",
     "Base address provided by your Epay service": "Địa chỉ cơ sở được cung cấp bởi dịch vụ Epay của bạn",
     "Base amount. Actual deduction = base amount × system group rate.": "Số tiền cơ sở. Số tiền trừ thực tế = số tiền cơ sở × tỷ lệ nhóm hệ thống.",
     "Base charge": "Phí cơ bản",
+    "Base group ratios apply until you add an override.": "Hệ số cơ bản của nhóm được áp dụng khi chưa có quy tắc ghi đè.",
     "Base input and output token prices for this tier.": "Giá token đầu vào và đầu ra cơ bản cho tầng này.",
     "Base input price only": "Chỉ có giá đầu vào cơ bản",
     "Base Limits": "Giới hạn cơ bản",
@@ -831,6 +924,7 @@
     "Batch updated channel status ({{count}}/{{total}} changed)": "Đã cập nhật trạng thái kênh hàng loạt ({{count}}/{{total}} đã thay đổi)",
     "Batch upstream model update": "Cập nhật mô hình thượng nguồn hàng loạt",
     "Batch upstream model updates applied: {{channels}} channels, {{added}} added, {{removed}} removed, {{fails}} failed": "Đã áp dụng cập nhật hàng loạt mô hình upstream: {{channels}} kênh, {{added}} đã thêm, {{removed}} đã xóa, {{fails}} thất bại",
+    "Batch-adding Vertex AI keys requires a JSON array, for example {{example}}. Check the input: {{error}}": "Thêm hàng loạt khóa Vertex AI cần một mảng JSON, ví dụ {{example}}. Hãy kiểm tra dữ liệu nhập: {{error}}",
     "Before conversion": "Trước khi chuyển đổi",
     "Best for single-tenant deployments. Pricing and billing options stay hidden.": "Phù hợp nhất cho triển khai đơn người dùng. Các tùy chọn giá và thanh toán sẽ được ẩn.",
     "Best TTFT": "TTFT tốt nhất",
@@ -840,18 +934,23 @@
     "Billable token breakdown": "Chi tiết token tính phí",
     "Billed as default. No cell for this combination, so the base ratio of default applies — the 0.8 of vip plays no part.": "Tính phí theo default. Không có ô cho tổ hợp này, nên áp dụng hệ số cơ bản của default — 0.8 của vip không tham gia.",
     "Billed as premium. The highlighted cell matches, so the override 0.3 applies.": "Tính phí theo premium. Khớp ô được tô sáng, nên áp dụng hệ số ghi đè 0.3.",
+    "Billed per request": "Tính phí theo lượt",
     "Billing": "Thanh toán",
     "Billing & Payment": "Thanh toán & chi phí",
     "Billing currency": "Loại tiền thanh toán",
     "Billing Details": "Chi tiết thanh toán",
     "Billing expression": "Biểu thức tính phí",
+    "Billing expressions must be a JSON object mapping models to expressions: {{error}}": "Biểu thức tính phí phải là đối tượng JSON ánh xạ mô hình sang biểu thức: {{error}}",
     "Billing group": "Nhóm tính phí",
     "Billing group = default (the token has a group, so use it)": "Nhóm tính phí = default (token có nhóm nên dùng nhóm đó)",
     "Billing group = premium (the token has a group, so use it)": "Nhóm tính phí = premium (token có nhóm nên dùng nhóm đó)",
     "Billing group = vip (the token has no group, so use the user group)": "Nhóm tính phí = vip (token không có nhóm nên dùng nhóm người dùng)",
+    "Billing group ratio": "Billing group ratio",
     "Billing History": "Lịch sử thanh toán",
+    "Billing management": "Quản lý thanh toán",
     "Billing Mode": "Chế độ thanh toán",
     "Billing parameters": "Tham số tính phí",
+    "Billing parameters: {{params}}": "Tham số tính phí: {{params}}",
     "Billing Path": "Đường dẫn tính phí",
     "Billing Process": "Quá trình tính phí",
     "Billing rule: each call is billed as the token group (falling back to the user group when the token has none). The base ratio always comes from that billing group, not from the user group. To give a user group a special price on another billing group, add an entry in the override matrix.": "Quy tắc tính phí: mỗi cuộc gọi được tính phí theo nhóm token (nếu token không có nhóm thì dùng nhóm người dùng). Hệ số cơ bản luôn lấy từ nhóm tính phí đó, không phải từ nhóm người dùng. Để cho một nhóm người dùng giá đặc biệt trên nhóm tính phí khác, hãy thêm mục vào ma trận ghi đè.",
@@ -866,6 +965,7 @@
     "Bind WeChat": "Liên kết WeChat",
     "Bind WeChat Account": "Liên kết tài khoản WeChat",
     "Binding Information": "Thông tin Ràng buộc",
+    "Binding successful": "Liên kết thành công",
     "Binding successful!": "Liên kết thành công!",
     "Binding Type": "Loại liên kết",
     "Binding your {{provider}} account": "Đang liên kết tài khoản {{provider}} của bạn",
@@ -880,6 +980,7 @@
     "Blocked keywords": "Blocked keyword",
     "Blocks messages when sensitive keywords are detected.": "Chặn tin nhắn khi phát hiện từ khóa nhạy cảm.",
     "Body param": "Tham số body",
+    "Bonus for inviting a user {{quota}}": "Thưởng mời người dùng {{quota}}",
     "Boolean": "Boolean",
     "Border radius": "Độ bo góc",
     "Bot Name": "Tên Bot",
@@ -933,6 +1034,7 @@
     "Cache Read": "Đọc bộ nhớ đệm",
     "Cache read price": "Giá đọc cache",
     "Cache repeated prompt prefixes for cheaper, faster reuse": "Lưu cache phần đầu lời nhắc lặp lại để tái sử dụng nhanh và rẻ hơn",
+    "Cache statistics: last 24 hours": "Cache statistics: last 24 hours",
     "Cache write": "Ghi cache",
     "Cache Write": "Ghi bộ nhớ đệm",
     "Cache Write (1h)": "Ghi cache (1h)",
@@ -943,6 +1045,7 @@
     "Cached tokens": "Token đã lưu đệm",
     "Calculated price: ${{price}} per 1M tokens": "Giá tính toán: ${{price}} mỗi 1M token",
     "Calculated ratio: {{ratio}}": "Tỷ lệ tính toán: {{ratio}}",
+    "Calculating priority...": "Đang tính độ ưu tiên…",
     "Calculating...": "Đang tính...",
     "Call 1: the token group is premium": "Cuộc gọi 1: nhóm token là premium",
     "Call 2: the token group is default": "Cuộc gọi 2: nhóm token là default",
@@ -955,10 +1058,24 @@
     "Callback Caller IP": "IP người gọi callback",
     "Callback notification URL": "URL thông báo callback",
     "Callback Payment Method": "Phương thức thanh toán callback",
+    "Callback URL configuration error": "Lỗi cấu hình URL callback",
     "Callback URL format": "Định dạng URL callback",
     "Cancel": "Hủy bỏ",
     "Cancelled": "Đã hủy",
     "Cancelled at": "Đã hủy lúc",
+    "Candidate channels": "Candidate channels",
+    "Candidate list truncated; at most 100 candidates are stored per attempt.": "Candidate list truncated; at most 100 candidates are stored per attempt.",
+    "Candy question · one request per channel. Only an answer of 21 passes.": "Candy question · one request per channel. Only an answer of 21 passes.",
+    "Candy test": "Candy test",
+    "Cannot create users with permission level equal to or higher than yourself": "Không thể tạo người dùng có cấp quyền bằng hoặc cao hơn bạn",
+    "Cannot delete super administrator account": "Không thể xóa tài khoản quản trị viên cấp cao",
+    "Cannot delete the last key": "Không thể xóa khóa cuối cùng",
+    "Cannot demote super administrator user": "Không thể hạ cấp quản trị viên cấp cao",
+    "Cannot disable super administrator user": "Không thể vô hiệu hóa quản trị viên cấp cao",
+    "Cannot enable {{provider}}. Enter the {{provider}} Client ID and Client Secret first.": "Không thể bật {{provider}}. Hãy nhập Client ID và Client Secret của {{provider}} trước.",
+    "Cannot enable the email domain restriction. Enter the allowed email domains first.": "Không thể bật giới hạn tên miền email. Hãy nhập các tên miền email được phép trước.",
+    "Cannot enable Turnstile verification. Enter the Turnstile settings first.": "Không thể bật xác minh Turnstile. Hãy nhập cài đặt Turnstile trước.",
+    "Cannot enable WeChat login. Enter the WeChat login settings first.": "Không thể bật đăng nhập WeChat. Hãy nhập cài đặt đăng nhập WeChat trước.",
     "Capabilities": "Khả năng",
     "Caps the response length": "Giới hạn độ dài phản hồi",
     "Capture a reusable bundle of models, tags, or endpoints.": "Đóng gói một bộ có thể tái sử dụng gồm các mô hình, thẻ hoặc điểm cuối.",
@@ -980,16 +1097,21 @@
     "Change model vendor": "Đổi nhà cung cấp mô hình",
     "Change Password": "Đổi mật khẩu",
     "Change provider": "Đổi nhà cung cấp",
+    "Change system settings and custom OAuth providers, and sync prices.": "Thay đổi cài đặt hệ thống, nhà cung cấp OAuth tùy chỉnh và đồng bộ giá.",
     "Change the Passkey domain?": "Đổi tên miền khóa truy cập?",
     "Change To": "Thay đổi thành",
+    "Change upstream model names": "Đổi tên mô hình gửi lên nhà cung cấp",
     "Change vendor": "Đổi nhà cung cấp",
+    "Change your display name and personal settings.": "Thay đổi tên hiển thị và cài đặt cá nhân.",
     "Changed": "Đã thay đổi",
     "Changed / Total": "Đã thay đổi / Tổng số",
+    "Changed access token permissions": "Đã thay đổi quyền của token truy cập",
     "Changed Fields": "Trường đã thay đổi",
     "Changed fields: {{fields}}": "Trường đã thay đổi: {{fields}}",
     "Changelog": "Nhật ký thay đổi",
     "Changes are written to the settings draft on save.": "Các thay đổi sẽ được ghi vào bản nháp cài đặt khi lưu.",
     "Changes declared endpoint types and custom paths shown to users.": "Thay đổi loại điểm cuối và đường dẫn tùy chỉnh hiển thị cho người dùng.",
+    "Changes save on drop. You can undo the last move.": "Thay đổi được lưu khi thả. Bạn có thể hoàn tác lần di chuyển gần nhất.",
     "Changes visibility in the model catalog. Channels remain configured separately.": "Thay đổi khả năng hiển thị trong danh mục. Kênh vẫn được cấu hình riêng.",
     "Changes visibility in the model square. Channel status and existing API access are unchanged.": "Thay đổi hiển thị trong kho mô hình, không ảnh hưởng trạng thái kênh và quyền gọi API hiện có.",
     "Changes which model names inherit this metadata. Prices are not inherited.": "Thay đổi tên mô hình kế thừa siêu dữ liệu này. Giá không được kế thừa.",
@@ -999,6 +1121,7 @@
     "Channel {{name}} model {{model}}": "Kênh {{name}} mô hình {{model}}",
     "Channel Affinity": "Ưu tiên kênh",
     "Channel affinity reuses the last successful channel based on keys extracted from the request context or JSON body.": "Ưu tiên kênh sẽ sử dụng lại kênh thành công gần nhất dựa trên các khóa được trích xuất từ ngữ cảnh yêu cầu hoặc JSON body.",
+    "Channel affinity settings are not initialized": "Cài đặt ưu tiên kênh chưa được khởi tạo",
     "Channel Affinity: Upstream Cache Hit": "Ưu tiên kênh: Cache hit từ upstream",
     "Channel availability and group access are derived from enabled channels. Importing metadata does not create a callable channel.": "Khả năng sử dụng kênh và quyền nhóm được xác định từ các kênh đang bật. Nhập siêu dữ liệu không tạo kênh có thể gọi.",
     "Channel configuration": "Cấu hình kênh",
@@ -1007,8 +1130,11 @@
     "Channel created successfully": "Tạo kênh thành công",
     "Channel deleted successfully": "Xóa kênh thành công",
     "Channel disable requested": "Đã yêu cầu vô hiệu hóa kênh",
+    "Channel disabled": "Channel disabled",
     "Channel disabled successfully": "Kênh đã bị vô hiệu hóa thành công",
+    "Channel does not exist": "Kênh không tồn tại",
     "Channel enabled successfully": "Kênh đã được bật thành công",
+    "Channel error": "Lỗi kênh",
     "Channel Extra Settings": "Cài đặt thêm kênh",
     "Channel health": "Tình trạng kênh",
     "Channel health checks": "Kiểm tra tình trạng kênh",
@@ -1020,6 +1146,11 @@
     "Channel Management": "Quản lý kênh",
     "Channel models": "Mô hình kênh",
     "Channel name is required": "Tên kênh là bắt buộc",
+    "Channel no longer exists": "Channel no longer exists",
+    "Channel notifications": "Thông báo về kênh",
+    "Channel priorities changed. Refresh and try again.": "Độ ưu tiên đã thay đổi. Hãy làm mới và thử lại.",
+    "Channel priorities saved": "Đã lưu độ ưu tiên kênh",
+    "Channel priority is outside the sortable range": "Độ ưu tiên kênh nằm ngoài phạm vi sắp xếp",
     "Channel selected": "Đã chọn kênh",
     "Channel selection": "Chọn kênh",
     "Channel switching options": "Tùy chọn chuyển kênh",
@@ -1043,6 +1174,8 @@
     "Channels must also enable Auto Ban before automatic disabling can take effect.": "Từng kênh cũng phải bật tự động vô hiệu hóa để quy tắc chung có hiệu lực.",
     "Character chat, storytelling, persona": "Trò chuyện nhân vật, kể chuyện, nhân cách hoá",
     "Charge.": "Tính phí.",
+    "Charged": "Charged",
+    "Charged by actual usage. Unused reservation is refunded; classification failures may still incur generation costs.": "Charged by actual usage. Unused reservation is refunded; classification failures may still incur generation costs.",
     "Chart Preferences": "Tùy chọn biểu đồ",
     "Chart Settings": "Cài đặt Biểu đồ",
     "Chat": "Trò chuyện",
@@ -1067,14 +1200,19 @@
     "Check resolved IPs against IP filters even when accessing by domain": "Kiểm tra các IP đã phân giải đối chiếu với các bộ lọc IP ngay cả khi truy cập bằng tên miền",
     "Check the override matrix at row = user group, column = billing group. If that cell is set, use it. Otherwise use the billing group base ratio from the pricing table.": "Kiểm tra ma trận ghi đè tại hàng = nhóm người dùng, cột = nhóm tính phí. Nếu ô đó được đặt thì dùng nó, nếu không thì dùng hệ số cơ bản của nhóm tính phí trong bảng định giá.",
     "Check-in failed": "Điểm danh thất bại",
+    "Check-in failed, please try again later": "Điểm danh thất bại, vui lòng thử lại sau",
+    "Check-in failed: quota update error": "Điểm danh thất bại: lỗi cập nhật hạn mức",
+    "Check-in feature is not enabled": "Tính năng điểm danh chưa được bật",
     "Check-in Rewards": "Phần thưởng điểm danh",
     "Check-in Settings": "Cài đặt điểm danh",
+    "Check-in successful": "Điểm danh thành công",
     "Check-in successful! Received": "Điểm danh thành công! Đã nhận",
     "Checked in": "Đã check-in",
     "Checking connection": "Đang kiểm tra kết nối",
     "Checking file integrity...": "Đang kiểm tra tính toàn vẹn của tệp…",
     "Checking name...": "Đang kiểm tra tên...",
     "Checking updates...": "Đang kiểm tra cập nhật...",
+    "Checking upstream models. Channel models will only change after confirmation.": "Đang kiểm tra mô hình thượng nguồn. Mô hình của kênh chỉ thay đổi sau khi xác nhận.",
     "checkout.session.completed": "thanh toán.phiên.hoàn thành",
     "checkout.session.expired": "Phiên thanh toán đã hết hạn.",
     "Checks hourly while you are online, including pre-releases.": "Kiểm tra mỗi giờ khi trực tuyến, bao gồm các bản phát hành thử.",
@@ -1082,17 +1220,21 @@
     "Chinese": "Tiếng Trung",
     "Choose a complete upstream protocol plan or edit individual route groups.": "Chọn cấu hình giao thức thượng nguồn đầy đủ hoặc chỉnh sửa từng nhóm route.",
     "Choose a provider or plugin to configure your channel.": "Chọn nhà cung cấp hoặc plugin để cấu hình kênh.",
+    "Choose a time at least one hour from now": "Hãy chọn thời điểm cách hiện tại ít nhất một giờ",
+    "Choose a time range of up to {{days}} days. The other filters on this page also apply.": "Chọn khoảng thời gian tối đa {{days}} ngày. Các bộ lọc khác trên trang này cũng được áp dụng.",
     "Choose a username": "Chọn tên người dùng",
     "Choose a valid IANA timezone.": "Chọn múi giờ IANA hợp lệ.",
     "Choose an amount and payment method": "Chọn số tiền và phương thức thanh toán",
     "Choose and order the groups this API key will try after its own group.": "选择并排列此 API 密钥在其自身分组之后将依次尝试的分组。",
     "Choose and order the groups this API key will try.": "Chọn và sắp xếp các nhóm mà khóa API này sẽ thử.",
     "Choose another file": "Chọn tệp khác",
+    "Choose automatically: low cost, fast response or stability": "Choose automatically: low cost, fast response or stability",
     "Choose between default expanded, compact icon-only, or full layout mode": "Chọn giữa chế độ mở rộng mặc định, chế độ chỉ biểu tượng thu gọn, hoặc chế độ bố cục đầy đủ",
     "Choose between inset, floating, or standard sidebar layout": "Chọn giữa bố cục thanh bên chìm, nổi hoặc tiêu chuẩn",
     "Choose between left-to-right or right-to-left site direction": "Chọn giữa hướng trang từ trái sang phải hoặc từ phải sang trái",
     "Choose between system preference, light mode, or dark mode": "Lựa chọn giữa tùy chọn hệ thống, chế độ sáng hoặc chế độ tối",
     "Choose channels to sync upstream ratio configurations from": "Chọn các kênh để đồng bộ cấu hình tỷ lệ đường lên từ",
+    "Choose distinct groups and finite, non-negative multipliers.": "Choose distinct groups and finite, non-negative multipliers.",
     "Choose file": "Chọn tệp",
     "Choose Group": "Chọn Nhóm",
     "Choose how flow widths are calculated.": "Chọn cách tính độ rộng của các luồng.",
@@ -1107,6 +1249,8 @@
     "Choose the domain used when this Passkey was created, then try again.": "Chọn tên miền đã dùng khi tạo khóa truy cập này rồi thử lại.",
     "Choose where to fetch upstream metadata.": "Chọn nơi để tìm nạp siêu dữ liệu thượng nguồn.",
     "Choose which charts are selected by default when opening model analytics.": "Chọn biểu đồ được chọn mặc định khi mở phân tích mô hình.",
+    "Ciallo check · passes when the response contains Ciallo.": "Ciallo check · passes when the response contains Ciallo.",
+    "Ciallo test": "Ciallo test",
     "Clamped to": "Giới hạn thành",
     "Claude": "Claude",
     "Claude CLI Header Passthrough": "Chuyển tiếp header Claude CLI",
@@ -1130,6 +1274,7 @@
     "Clear cache for this rule": "Xóa bộ nhớ đệm của quy tắc này",
     "Clear chat history": "Xóa lịch sử trò chuyện",
     "Clear chat history?": "Xóa lịch sử trò chuyện?",
+    "Clear field selection": "Bỏ chọn các trường",
     "Clear filters": "Clear filter",
     "Clear Mapping": "Xóa Ánh xạ",
     "Clear mode flags in prompts": "Xóa các cờ chế độ trong lời nhắc",
@@ -1178,6 +1323,7 @@
     "Close panel": "Đóng bảng",
     "Close the panel to edit here": "Đóng bảng để chỉnh sửa tại đây",
     "Close Today": "Đóng cửa hôm nay",
+    "Closest fingerprint": "Closest fingerprint",
     "Cloudflare": "Cloudflare",
     "CNY": "CNY",
     "CNY per USD": "CNY trên USD",
@@ -1199,6 +1345,7 @@
     "Collapse All": "Thu gọn tất cả",
     "Collapse panel": "Thu gọn bảng",
     "Collect relay latency and success-rate metrics for the model square.": "Thu thập độ trễ Relay và tỷ lệ thành công cho quảng trường mô hình.",
+    "Collecting usage": "Collecting usage",
     "Color": "Màu",
     "Color is required": "Màu sắc là bắt buộc",
     "Color preset": "Cài đặt màu sẵn",
@@ -1225,6 +1372,7 @@
     "Compare each vendor's token share since launch": "So sánh thị phần token của từng nhà cung cấp kể từ khi ra mắt",
     "Compare prices and choose a source for each model.": "So sánh giá và chọn nguồn cho từng mô hình.",
     "Compare the most popular models on the platform": "So sánh các mô hình phổ biến nhất trên nền tảng",
+    "Compare the returned model with Astra and record the result. Detection alone does not reject responses. When disabled, response model checks and switching on model mismatch are off.": "Compare the returned model with Astra and record the result. Detection alone does not reject responses. When disabled, response model checks and switching on model mismatch are off.",
     "Comparison operator": "Toán tử so sánh",
     "compatible API routes": "tuyến API tương thích",
     "Compatible API routes for common AI application workflows": "Các tuyến API tương thích cho quy trình ứng dụng AI phổ biến",
@@ -1235,6 +1383,7 @@
     "Complete sign-in": "Hoàn tất đăng nhập",
     "Complete the invalid fields before saving or switching modes. The last valid expression is preserved.": "Sửa các trường không hợp lệ trước khi lưu hoặc đổi chế độ. Biểu thức hợp lệ gần nhất vẫn được giữ nguyên.",
     "Complete these steps to finish the initial installation.": "Hoàn thành các bước này để hoàn tất quá trình cài đặt ban đầu.",
+    "Complete top-up orders and manage subscription plans and user subscriptions.": "Hoàn tất đơn nạp tiền và quản lý gói đăng ký cùng đăng ký của người dùng.",
     "Completed": "Hoàn thành",
     "Completed security verification": "Đã hoàn tất xác minh bảo mật",
     "Completed top-up order for the user": "Đã hoàn tất đơn nạp tiền cho người dùng",
@@ -1242,9 +1391,11 @@
     "Completion price": "Giá hoàn thành",
     "Completion price ($/1M tokens)": "Giá hoàn thành ($/1M tokens)",
     "Completion ratio": "Tỷ lệ hoàn thành",
+    "Compliance confirmation fields cannot be changed through the general settings API": "Không thể thay đổi các trường xác nhận tuân thủ qua API cài đặt chung",
     "Compliance confirmation required": "Cần xác nhận tuân thủ",
     "Compliance confirmed": "Đã xác nhận tuân thủ",
     "Compliance confirmed successfully": "Xác nhận tuân thủ thành công",
+    "Composition failed": "Dựng bố cục thất bại",
     "Concatenate channel system prompt with user&apos;s prompt": "Nối lời nhắc hệ thống kênh với lời nhắc của người dùng",
     "Condition {{path}}": "Điều kiện {{path}}",
     "Condition actions {{path}}": "Thao tác điều kiện {{path}}",
@@ -1267,6 +1418,7 @@
     "Configuration required": "Cần cấu hình",
     "Configure": "Cấu hình",
     "Configure a Creem product for user recharge options.": "Cấu hình một sản phẩm Creem cho các tùy chọn nạp tiền người dùng.",
+    "Configure a custom ratio for \"{{userGroup}}\" users when using a specific token group.": "Đặt hệ số riêng cho người dùng thuộc nhóm \"{{userGroup}}\" khi sử dụng một nhóm token cụ thể.",
     "Configure a custom ratio for when users use a specific token group.": "Cấu hình tỷ lệ tùy chỉnh khi người dùng sử dụng nhóm token cụ thể.",
     "Configure a group that users can select when creating API keys.": "Cấu hình một nhóm mà người dùng có thể chọn khi tạo khóa API.",
     "Configure a new custom OAuth provider for user authentication.": "Cấu hình nhà cung cấp OAuth tùy chỉnh mới để xác thực người dùng.",
@@ -1305,7 +1457,9 @@
     "Configured routes and latency checks": "Tuyến đã cấu hình và kiểm tra độ trễ",
     "Confirm": "Xác nhận",
     "Confirm Action": "Xác nhận hành động",
+    "Confirm and detect": "Confirm and detect",
     "Confirm and enable": "Xác nhận và bật",
+    "Confirm and sample": "Confirm and sample",
     "Confirm Batch Update": "Xác nhận Cập nhật Hàng loạt",
     "Confirm Billing Conflicts": "Xác nhận xung đột thanh toán",
     "Confirm both your current and new email addresses to finish this change.": "Xác nhận cả email hiện tại và email mới để hoàn tất thay đổi.",
@@ -1325,9 +1479,12 @@
     "Confirm invalidate": "Xác nhận vô hiệu hóa",
     "Confirm log cleanup": "Xác nhận dọn dẹp nhật ký",
     "Confirm log file cleanup?": "Xác nhận dọn dẹp tệp nhật ký?",
+    "Confirm model changes": "Xác nhận thay đổi mô hình",
     "Confirm New Password": "Xác nhận mật khẩu mới",
+    "Confirm paid detection": "Confirm paid detection",
     "Confirm password": "Xác nhận mật khẩu",
     "Confirm Payment": "Xác nhận Thanh toán",
+    "Confirm reset": "Confirm reset",
     "Confirm Selection": "Xác nhận lựa chọn",
     "Confirm settings and finish setup": "Xác nhận cài đặt và hoàn tất thiết lập",
     "confirm that I bear legal responsibility arising from deployment": "xác nhận rằng tôi chịu trách nhiệm pháp lý phát sinh từ việc triển khai",
@@ -1336,7 +1493,11 @@
     "Confirm Unbind": "Xác nhận hủy liên kết",
     "Confirm usage reset": "Xác nhận đặt lại mức dùng",
     "Confirm your identity before accessing this sensitive action.": "Xác minh danh tính trước khi thực hiện thao tác nhạy cảm này.",
+    "Confirm your identity before changing the account {{username}}.": "Xác minh danh tính trước khi thay đổi tài khoản {{username}}.",
+    "Confirm your identity before creating an administrator account.": "Xác minh danh tính trước khi tạo tài khoản quản trị viên.",
+    "Confirm your identity before permanently deleting the account {{username}}.": "Xác minh danh tính trước khi xóa vĩnh viễn tài khoản {{username}}.",
     "Confirm your identity before removing this Passkey from your account.": "Hãy xác minh danh tính trước khi gỡ Passkey khỏi tài khoản.",
+    "Confirm your identity before unbinding {{provider}} from this user.": "Xác minh danh tính trước khi hủy liên kết {{provider}} khỏi người dùng này.",
     "Confirm your identity with Two-factor Authentication before registering a Passkey.": "Hãy xác minh danh tính bằng Xác thực hai yếu tố trước khi đăng ký Passkey.",
     "Confirmed at {{time}} by user #{{userId}}": "Được xác nhận lúc {{time}} bởi người dùng #{{userId}}",
     "Confirmed payment compliance": "Đã xác nhận tuân thủ thanh toán",
@@ -1351,6 +1512,7 @@
     "Connect to Coze bots": "Kết nối với các bot Coze",
     "Connect to DeepSeek model services": "Kết nối với dịch vụ mô hình DeepSeek",
     "Connect to Dify applications and workflows": "Kết nối với các ứng dụng và quy trình làm việc Dify",
+    "Connect to Doubao Seedance video and Seedream image generation through Volcengine Ark": "Kết nối tạo video Doubao Seedance và tạo ảnh Seedream qua Volcengine Ark",
     "Connect to FastGPT applications": "Kết nối với các ứng dụng FastGPT",
     "Connect to iFlytek Spark model services": "Kết nối với dịch vụ mô hình iFlytek Spark",
     "Connect to Jimeng image and video generation services": "Kết nối với dịch vụ tạo ảnh và video Jimeng",
@@ -1360,10 +1522,10 @@
     "Connect to local or self-hosted Ollama models": "Kết nối với các mô hình Ollama chạy cục bộ hoặc tự lưu trữ",
     "Connect to MiniMax model services": "Kết nối với dịch vụ mô hình MiniMax",
     "Connect to Mistral AI model services": "Kết nối với dịch vụ mô hình Mistral AI",
-    "Connect to model services from another New API instance": "Kết nối với dịch vụ mô hình từ một phiên bản New API khác",
     "Connect to model services through a Sub2API gateway": "Kết nối với dịch vụ mô hình qua cổng Sub2API",
     "Connect to models through the Google Gemini API": "Kết nối với các mô hình qua API Google Gemini",
     "Connect to Moonshot AI model services": "Kết nối với dịch vụ mô hình Moonshot AI",
+    "Connect to New API model services with support for multiple task plugins": "Kết nối dịch vụ mô hình qua New API, hỗ trợ nhiều plugin tác vụ",
     "Connect to OpenAI models deployed on Azure": "Kết nối với các mô hình OpenAI được triển khai trên Azure",
     "Connect to OpenAI Sora video generation services": "Kết nối với dịch vụ tạo video OpenAI Sora",
     "Connect to Perplexity model services": "Kết nối với dịch vụ mô hình Perplexity",
@@ -1446,6 +1608,7 @@
     "Copy All Codes": "Sao chép Tất cả Mã",
     "Copy all models": "Sao chép tất cả mô hình",
     "Copy API key": "Sao chép khóa API",
+    "Copy API URL": "Sao chép URL API",
     "Copy base URL": "Sao chép URL cơ sở",
     "Copy billing expression": "Sao chép biểu thức tính phí",
     "Copy callback URL": "Sao chép URL callback",
@@ -1468,6 +1631,7 @@
     "Copy redirect URL": "Sao chép URL chuyển hướng",
     "Copy referral link": "Sao chép liên kết giới thiệu",
     "Copy Request Header": "Sao chép header yêu cầu",
+    "Copy request ID": "Copy request ID",
     "Copy secret key": "Sao chép khóa bí mật",
     "Copy selected codes": "Sao chép các mã đã chọn",
     "Copy selected keys": "Sao chép các khóa đã chọn",
@@ -1476,6 +1640,7 @@
     "Copy source field to target field": "Sao chép trường nguồn sang trường đích",
     "Copy the key and paste it here": "Sao chép khóa và dán vào đây",
     "Copy this prompt and send it to an LLM (e.g. ChatGPT / Claude) to help design your billing expression.": "Sao chép prompt này và gửi cho LLM (ví dụ: ChatGPT / Claude) để được hỗ trợ thiết kế biểu thức tính phí.",
+    "Copy this token now. It will not be shown again.": "Hãy sao chép token này ngay. Nó sẽ không được hiển thị lại.",
     "Copy to clipboard": "Sao chép vào bảng tạm",
     "Copy token": "Sao chép mã thông báo",
     "Copy URL": "Sao chép URL",
@@ -1485,6 +1650,8 @@
     "Core Configuration": "Cấu hình chính",
     "Core Features": "Tính năng cốt lõi",
     "Core pricing": "Giá cốt lõi",
+    "Correct the invalid settings before saving.": "Hãy sửa các cài đặt không hợp lệ trước khi lưu.",
+    "Correlation key": "Correlation key",
     "Cost": "Chi phí",
     "Cost = 10 × 0.3 = 3": "Chi phí = 10 × 0.3 = 3",
     "Cost = 10 × 0.8 = 8": "Chi phí = 10 × 0.8 = 8",
@@ -1501,6 +1668,7 @@
     "Count": "Số lượng",
     "Count must be between {{min}} and {{max}}": "Số lượng phải nằm trong khoảng từ {{min}} đến {{max}}.",
     "Counters and averages cover the period since the upstream metrics were initialized or reset.": "Bộ đếm và giá trị trung bình được tính từ khi chỉ số máy chủ nguồn được khởi tạo hoặc đặt lại.",
+    "Coverage {{sampled}}/{{total}} · inconclusive {{unclear}} · failed {{errors}}": "Coverage {{sampled}}/{{total}} · inconclusive {{unclear}} · failed {{errors}}",
     "Coze": "Coze",
     "CPU": "CPU",
     "CPU Threshold (%)": "Ngưỡng CPU (%)",
@@ -1508,7 +1676,9 @@
     "Create a copy of:": "Tạo bản sao của:",
     "Create a key for your app or service": "Tạo khóa cho ứng dụng hoặc dịch vụ của bạn",
     "Create a new user group to configure ratio overrides for.": "Tạo một nhóm người dùng mới để cấu hình ghi đè tỷ lệ.",
+    "Create access token": "Tạo token truy cập",
     "Create account": "Tạo tài khoản",
+    "Create aliases for users": "Tạo bí danh cho người dùng",
     "Create an account": "Tạo tài khoản",
     "Create an API key to unlock the real request": "Tạo khóa API để mở yêu cầu thật",
     "Create and review invite or credit codes.": "Tạo và xem xét mã mời hoặc mã tín dụng.",
@@ -1540,15 +1710,22 @@
     "Create succeeded": "Tạo thành công",
     "Create Vendor": "Tạo Nhà cung cấp",
     "Create your first group to reuse model, tag, or endpoint selections anywhere in the dashboard.": "Tạo nhóm đầu tiên của bạn để dùng lại các lựa chọn mô hình, thẻ hoặc điểm cuối ở bất cứ đâu trên bảng điều khiển.",
+    "Create, edit, and delete API keys.": "Tạo, chỉnh sửa và xóa khóa API.",
+    "Create, edit, and delete deployments, and test connections.": "Tạo, chỉnh sửa, xóa triển khai và kiểm tra kết nối.",
+    "Create, edit, and delete prefill groups.": "Tạo, chỉnh sửa và xóa nhóm điền sẵn.",
+    "Create, edit, and delete redemption codes.": "Tạo, chỉnh sửa và xóa mã đổi thưởng.",
+    "Create, edit, disable, and delete users, and reset their security settings.": "Tạo, chỉnh sửa, vô hiệu hóa, xóa người dùng và đặt lại cài đặt bảo mật của họ.",
     "Create, revoke, and audit API tokens.": "Tạo, thu hồi và kiểm toán token API.",
     "Created": "Đã tạo",
     "Created {{count}} redemption codes named {{name}} ({{quota}} each)": "Đã tạo {{count}} mã đổi thưởng tên {{name}} (mỗi mã {{quota}})",
+    "Created {{time}}": "Tạo lúc {{time}}",
     "Created a custom OAuth provider": "Đã tạo nhà cung cấp OAuth tùy chỉnh",
     "Created a deployment": "Đã tạo một triển khai",
     "Created a model": "Đã tạo một mô hình",
     "Created a prefill group": "Đã tạo một nhóm điền sẵn",
     "Created a subscription plan": "Đã tạo một gói đăng ký",
     "Created a vendor": "Đã tạo một nhà cung cấp",
+    "Created an access token": "Đã tạo token truy cập",
     "Created At": "Ngày tạo",
     "Created channel {{name}} (type {{type}}, count {{count}})": "Đã tạo kênh {{name}} (loại {{type}}, số lượng {{count}})",
     "Created user {{username}} (role {{role}})": "Đã tạo người dùng {{username}} (vai trò {{role}})",
@@ -1566,7 +1743,10 @@
     "Creem Payment": "Thanh toán Creem",
     "Creem product ID from your Creem dashboard.": "ID sản phẩm Creem từ bảng điều khiển Creem của bạn.",
     "Creem products must be a JSON array": "Sản phẩm Creem phải là mảng JSON",
+    "Creem webhook is not configured": "Chưa cấu hình webhook Creem",
+    "CreemProductId is not configured for this plan": "Gói này chưa cấu hình CreemProductId",
     "Cross-group": "Liên nhóm",
+    "Cross-group retry": "Thử lại liên nhóm",
     "Cumulative usage": "Mức sử dụng tích lũy",
     "Currency": "Tiền tệ",
     "Currency & Display": "Tiền tệ & hiển thị",
@@ -1579,6 +1759,8 @@
     "Current email verification code": "Mã xác minh email hiện tại",
     "Current email: {{email}}. Enter a new email to change.": "Email hiện tại: {{email}}. Nhập email mới để thay đổi.",
     "Current exchange rate: 1 USD = {{rate}} {{currency}}": "Tỷ giá hiện tại: 1 USD = {{rate}} {{currency}}",
+    "Current interval: {{minutes}} minutes": "Khoảng cách hiện tại: {{minutes}} phút",
+    "Current intervals: {{min}}–{{max}} minutes": "Khoảng cách hiện tại: {{min}}–{{max}} phút",
     "Current key": "Khóa hiện tại",
     "Current key disable requested": "Đã yêu cầu vô hiệu hóa khóa hiện tại",
     "Current legacy JSON is invalid, cannot append": "JSON định dạng cũ hiện tại không hợp lệ, không thể thêm",
@@ -1625,14 +1807,18 @@
     "Custom multipliers when specific user groups use specific token groups. Example: VIP users get 0.9x rate when using \"edit_this\" group tokens.": "Các hệ số nhân tùy chỉnh khi các nhóm người dùng cụ thể sử dụng các nhóm token cụ thể. Ví dụ: Người dùng VIP được hưởng tỷ lệ 0.9x khi sử dụng các token thuộc nhóm \"edit_this\".",
     "Custom OAuth": "OAuth tùy chỉnh",
     "Custom OAuth Providers": "Nhà cung cấp OAuth tùy chỉnh",
+    "Custom reset cycle must be greater than 0 seconds": "Chu kỳ đặt lại tùy chỉnh phải lớn hơn 0 giây",
     "Custom Seconds": "Giây tùy chỉnh",
     "Custom sidebar section": "Phần thanh bên tùy chỉnh",
+    "Custom tag": "Custom tag",
     "Custom task plugin setting updated": "Đã cập nhật cài đặt plugin tác vụ tùy chỉnh",
     "Custom Time Range": "Khoảng thời gian tùy chỉnh",
     "Custom Zoom": "Thu phóng tùy chỉnh",
+    "Customize pool": "Customize pool",
     "Customize sidebar display content": "Tùy chỉnh nội dung hiển thị thanh bên",
     "Daily": "Hàng ngày",
     "Daily Check-in": "Điểm danh hàng ngày",
+    "Daily check-in, received {{quota}}": "Điểm danh hằng ngày, nhận {{quota}}",
     "Daily token usage by model across the past few weeks": "Sử dụng token theo mô hình hàng ngày trong vài tuần qua",
     "Daily token usage by model across the past month": "Sử dụng token hàng ngày của từng mô hình trong tháng qua",
     "Daily token usage by model over the past month": "Sử dụng token theo mô hình hàng ngày trong tháng qua",
@@ -1649,6 +1835,8 @@
     "Data retention": "Lưu giữ dữ liệu",
     "Database": "Cơ sở dữ liệu",
     "Database check": "Kiểm tra cơ sở dữ liệu",
+    "Database connection failed": "Kết nối cơ sở dữ liệu thất bại",
+    "Database error, please contact the administrator": "Lỗi cơ sở dữ liệu, vui lòng liên hệ quản trị viên",
     "Date and time when this announcement should be displayed": "The date and time this notification should be displayed",
     "Date Range": "Khoảng thời gian",
     "Day": "Ngày",
@@ -1675,10 +1863,12 @@
     "Default Bearer": "Bearer mặc định",
     "Default Collapse Sidebar": "Mặc định Thu gọn Thanh bên",
     "Default consumption chart": "Biểu đồ tiêu thụ mặc định",
+    "Default group": "Nhóm mặc định",
     "Default Max Tokens": "Tokens Tối đa Mặc định",
     "Default model call chart": "Biểu đồ lượt gọi mô hình mặc định",
     "Default placeholder": "Biểu tượng mặc định",
     "Default range": "Khoảng mặc định",
+    "Default reminder threshold": "Ngưỡng nhắc nhở mặc định",
     "Default Responses API version, if empty, will use the API version above": "Phiên bản API phản hồi mặc định, nếu để trống, sẽ sử dụng phiên bản API ở trên",
     "Default session lifetime (seconds)": "Thời hạn phiên mặc định (giây)",
     "Default system prompt for this channel": "Lời nhắc hệ thống mặc định cho kênh này",
@@ -1690,6 +1880,7 @@
     "Define API endpoints for this model (JSON format)": "Định nghĩa các điểm cuối API cho mô hình này (định dạng JSON)",
     "Define endpoint mappings for each provider.": "Định nghĩa ánh xạ điểm cuối cho mỗi nhà cung cấp.",
     "Define per-group rules to add, remove, or append selectable groups for specific user groups.": "Định nghĩa quy tắc theo nhóm để thêm, xóa hoặc nối các nhóm có thể chọn cho các nhóm người dùng cụ thể.",
+    "Degraded": "Degraded",
     "Degraded performance recently": "Hiệu năng gần đây bị giảm",
     "Delete": "Xóa",
     "Delete (": "Xóa (",
@@ -1735,6 +1926,7 @@
     "Delete plugin version?": "Xóa phiên bản plugin?",
     "Delete Provider": "Xóa nhà cung cấp",
     "Delete Request Header": "Xóa header yêu cầu",
+    "Delete rule": "Delete rule",
     "Delete Rule": "Xóa quy tắc",
     "Delete selected API keys": "Xóa các khóa API đã chọn",
     "Delete selected channels": "Xóa các kênh đã chọn",
@@ -1749,6 +1941,7 @@
     "Deleted": "Đã xóa",
     "Deleted \"{{name}}\"": "Đã xóa \"{{name}}\"",
     "Deleted ({{id}})": "Đã xóa ({{id}})",
+    "Deleted {{count}} auto-disabled keys": "Đã xóa {{count}} khóa bị tự động tắt",
     "Deleted {{count}} failed models": "Đã xóa {{count}} mô hình thất bại",
     "Deleted {{count}} historical system tasks": "Đã xóa {{count}} tác vụ hệ thống trong lịch sử",
     "Deleted {{count}} stale instances": "Đã xóa {{count}} phiên bản mất kết nối",
@@ -1783,12 +1976,16 @@
     "Deployment logs": "Nhật ký triển khai",
     "Deployment Region": "Khu vực triển khai",
     "Deployment Region *": "Khu vực triển khai *",
+    "Deployment region cannot be empty": "Khu vực triển khai không được để trống",
+    "Deployment region must be valid JSON, for example {{example}}": "Khu vực triển khai phải là JSON hợp lệ, ví dụ {{example}}",
+    "Deployment region must include a default field": "Khu vực triển khai phải có trường default",
     "Deployment requested": "Yêu cầu triển khai",
     "Deployments": "Triển khai",
     "Deprecated": "Đã ngừng dùng",
     "Derives the request names your users call": "Tạo tên yêu cầu mà người dùng gọi",
     "Derives the upstream names sent to the provider": "Tạo tên gửi tới thượng nguồn",
     "Desc": "Giảm dần",
+    "Descending": "Giảm dần",
     "Describe": "Mô tả",
     "Describe this model...": "Mô tả mô hình này...",
     "Describe this vendor...": "Mô tả nhà cung cấp này...",
@@ -1805,7 +2002,12 @@
     "Detected database": "Đã phát hiện cơ sở dữ liệu",
     "Detected high-risk status code redirect rules": "Phát hiện các quy tắc chuyển hướng mã trạng thái rủi ro cao sau:",
     "Detection complete: {{add}} to add, {{remove}} to remove": "Phát hiện hoàn tất: {{add}} để thêm, {{remove}} để xóa",
+    "Detection could not be completed. Only measured usage is charged.": "Detection could not be completed. Only measured usage is charged.",
+    "Detection details": "Detection details",
     "Detection failed": "Detection failed",
+    "Detection finished": "Detection finished",
+    "Detection in progress": "Detection in progress",
+    "Detection records reset": "Detection records reset",
     "Determines how this group is applied elsewhere.": "Xác định cách nhóm này được áp dụng ở nơi khác.",
     "Deterministic sampling seed (best-effort)": "Hạt giống lấy mẫu xác định (cố gắng tốt nhất)",
     "Developer Friendly": "Thân thiện với nhà phát triển",
@@ -1827,12 +2029,14 @@
     "Disable selected channels": "Vô hiệu hóa các kênh đã chọn",
     "Disable selected models": "Vô hiệu hóa các mô hình đã chọn",
     "Disable store passthrough": "Vô hiệu hóa chuyển tiếp store",
+    "Disable tag grouping to drag channels": "Tắt nhóm theo thẻ để kéo kênh",
     "Disable task plugins?": "Tắt plugin tác vụ?",
     "Disable this key?": "Vô hiệu hóa khóa này?",
     "Disable threshold (seconds)": "Vô hiệu hóa ngưỡng (giây)",
     "Disable Two-Factor Authentication": "Vô hiệu hóa Xác thực hai yếu tố",
     "disabled": "vô hiệu hóa",
     "Disabled": "Đã tắt",
+    "Disabled {{count}} keys": "Đã tắt {{count}} khóa",
     "Disabled all channels with tag: {{tag}}": "Đã tắt tất cả kênh với nhãn: {{tag}}",
     "Disabled channels with tag {{tag}}": "Đã vô hiệu hóa các kênh có thẻ {{tag}}",
     "Disabled globally": "Đã tắt toàn cục",
@@ -1847,6 +2051,7 @@
     "Discard unsaved changes?": "Hủy các thay đổi chưa lưu?",
     "Disclaimer: Personal use only. Do not distribute or share any credentials. This channel has prerequisites and requires prior setup; use it only if you understand the flow and risks, and comply with OpenAI's terms and policies. Credentials and configuration are for Codex CLI integration only, and are not intended for any other client, platform, or channel.": "Tuyên bố miễn trừ: Chỉ dùng cho mục đích cá nhân. Không phân phối hoặc chia sẻ bất kỳ thông tin xác thực nào. Kênh này có điều kiện tiên quyết và yêu cầu thiết lập trước; chỉ sử dụng khi bạn hiểu rõ quy trình và rủi ro, và tuân thủ điều khoản và chính sách của OpenAI. Thông tin xác thực và cấu hình chỉ dành cho tích hợp Codex CLI, không áp dụng cho các client, nền tảng hoặc kênh khác.",
     "Discord": "Discord",
+    "Discord ID is empty!": "ID Discord trống!",
     "Discount": "Giảm giá",
     "Discount map by recharge amount (JSON object)": "Ánh xạ giảm giá theo số tiền nạp (đối tượng JSON)",
     "Discount Rate": "Tỷ lệ chiết khấu",
@@ -1879,6 +2084,7 @@
     "Display name shown to users.": "Tên hiển thị cho người dùng.",
     "Display Options": "Tùy chọn hiển thị",
     "Display policy": "Quy tắc hiển thị",
+    "Display settings saved": "Display settings saved",
     "Display Token Statistics": "Hiển thị Thống kê Token",
     "Displayed": "Đang hiển thị",
     "Displayed in": "Hiển thị theo",
@@ -1898,16 +2104,23 @@
     "Domain Filter Mode": "Chế độ lọc miền",
     "Don't have an account?": "Chưa có tài khoản?",
     "Done": "Xong",
+    "Doubao": "Doubao",
     "Doubao custom API address editing unlocked": "Đã mở khóa chỉnh sửa địa chỉ API tùy chỉnh Doubao",
-    "DoubaoVideo": "DoubaoVideo",
     "Double check the configuration below. Your system will be locked until initialization is complete.": "Kiểm tra kỹ lại cấu hình bên dưới. Hệ thống của bạn sẽ bị khóa cho đến khi quá trình khởi tạo hoàn tất.",
     "Downgrade Group": "Nhóm hạ cấp",
+    "Downgrade group does not exist": "Nhóm hạ cấp không tồn tại",
+    "Downgrade rate · last 6 hours": "Downgrade rate · last 6 hours",
     "Downgrade to pre-purchase group": "Hạ xuống nhóm trước khi mua",
     "Downgrade to this group after the subscription expires": "Hạ xuống nhóm này sau khi đăng ký hết hạn",
     "Download": "Tải xuống",
     "Drag {{group}} to reorder": "Kéo {{group}} để sắp xếp lại",
+    "Drag mode": "Chế độ kéo thả",
+    "Drag mode help": "Hướng dẫn chế độ kéo thả",
+    "Drag the handle to move a channel.": "Giữ và kéo tay nắm để di chuyển kênh.",
+    "Drag to change priority. Use arrow keys to move, Escape to cancel.": "Kéo để đổi độ ưu tiên. Dùng phím mũi tên để di chuyển, Esc để hủy.",
     "Drag to move": "Kéo để di chuyển",
     "Drag to resize": "Kéo để thay đổi kích cỡ",
+    "Drag to set channel priority": "Kéo thả để đổi độ ưu tiên kênh",
     "Draw": "Vẽ",
     "Drawing": "Vẽ",
     "Drawing logs": "Nhật ký vẽ",
@@ -1915,6 +2128,9 @@
     "Drawing task polling": "Thăm dò tác vụ vẽ",
     "Drawing task records": "Lịch sử tác vụ vẽ",
     "Drop a JavaScript plugin file here": "Kéo tệp plugin JavaScript vào đây",
+    "Drop at an edge to create a different priority.": "Thả vào cạnh để tạo mức ưu tiên khác.",
+    "Drop between tiers to change priority, or in the center to join a tier": "Thả giữa các mức để đổi độ ưu tiên, hoặc vào giữa để tham gia cùng mức",
+    "Drop in the center to use the same priority.": "Thả vào giữa để dùng cùng mức ưu tiên.",
     "Dry run result": "Kết quả chạy thử",
     "Duplicate": "Nhân bản",
     "Duplicate group names: {{names}}": "Tên nhóm bị trùng: {{names}}",
@@ -1967,6 +2183,7 @@
     "e.g., https://ark.cn-beijing.volces.com": "ví dụ, https://ark.cn-beijing.volces.com",
     "e.g., https://docs-test-001.openai.azure.com": "ví dụ: https://docs-test-001.openai.azure.com",
     "e.g., https://fastgpt.run/api/openapi": "ví dụ: https://fastgpt.run/api/openapi",
+    "e.g., my-project-123": "vd. du-an-cua-toi-123",
     "e.g., OpenAI GPT-4 Production": "ví dụ: OpenAI GPT-4 Sản xuất",
     "e.g., preview": "ví dụ: xem trước",
     "e.g., prod_xxx": "ví dụ, prod_xxx",
@@ -1975,6 +2192,8 @@
     "e.g., us-central1 or JSON format for model-specific regions": "chẳng hạn như us-central1 hoặc định dạng JSON cho các khu vực dành riêng cho mô hình",
     "e.g., v2.1": "e.g., v2.1",
     "Each backup code can only be used once.": "Mỗi mã dự phòng chỉ có thể được sử dụng một lần.",
+    "Each consumed attempt is charged independently at the requested model price and its actual group ratio. The total below is a summary, not another charge.": "Each consumed attempt is charged independently at the requested model price and its actual group ratio. The total below is a summary, not another charge.",
+    "Each consumed attempt is charged independently, including rejected results.": "Each consumed attempt is charged independently, including rejected results.",
     "Each item must be an object with a single key-value pair.": "Mỗi mục phải là đối tượng với một cặp khóa-giá trị duy nhất.",
     "Each item must have exactly one key-value pair.": "Mỗi mục phải có chính xác một cặp khóa-giá trị.",
     "Each line represents one keyword. Leave blank to disable the list but keep the switch states.": "Mỗi dòng đại diện cho một từ khóa. Để trống để tắt danh sách nhưng vẫn giữ trạng thái công tắc.",
@@ -1989,6 +2208,7 @@
     "Earnings": "Thu nhập",
     "Edit": "Chỉnh sửa",
     "Edit {{title}}": "Chỉnh sửa {{title}}",
+    "Edit access token": "Chỉnh sửa token truy cập",
     "Edit all channels with tag:": "Chỉnh sửa tất cả các kênh với thẻ:",
     "Edit Announcement": "Chỉnh sửa thông báo",
     "Edit API Shortcut": "Chỉnh sửa lối tắt API",
@@ -1998,18 +2218,16 @@
     "Edit chat preset": "Chỉnh sửa cài đặt trước trò chuyện",
     "Edit discount tier": "Chỉnh sửa bậc giảm giá",
     "Edit FAQ": "Chỉnh sửa câu hỏi thường gặp",
-    "Enable passthrough": "Bật chuyển tiếp",
-    "Enable request body passthrough?": "Bật chuyển tiếp phần thân yêu cầu?",
-    "Enable request header passthrough?": "Bật chuyển tiếp header yêu cầu?",
-    "Enable session affinity": "Bật duy trì phiên",
     "Edit group": "Sửa nhóm",
     "Edit group rate limit": "Chỉnh sửa giới hạn tốc độ nhóm",
+    "Edit group settings as JSON. Changes are shared with the visual editor.": "Chỉnh sửa cài đặt nhóm bằng JSON. Thay đổi được đồng bộ với trình chỉnh sửa trực quan.",
     "Edit JSON object directly. Suitable for simple parameter overrides.": "Chỉnh sửa đối tượng JSON trực tiếp. Phù hợp cho ghi đè tham số đơn giản.",
     "Edit JSON text directly. Format will be validated on save.": "Chỉnh sửa văn bản JSON trực tiếp. Định dạng sẽ được kiểm tra khi lưu.",
     "Edit mapping": "Chỉnh sửa ánh xạ",
     "Edit model": "Chỉnh sửa mô hình",
     "Edit Model": "Chỉnh sửa Mô hình",
     "Edit model pricing": "Chỉnh sửa giá mô hình",
+    "Edit models and vendors, and sync them from upstream.": "Chỉnh sửa mô hình và nhà cung cấp, đồng bộ từ thượng nguồn.",
     "Edit non-sensitive settings such as models, groups, and routing rules.": "Chỉnh sửa các thiết lập không nhạy cảm như mô hình, nhóm và quy tắc định tuyến.",
     "Edit OAuth Provider": "Chỉnh Sửa Nhà Cung Cấp OAuth",
     "Edit payment method": "Sửa phương thức thanh toán",
@@ -2029,18 +2247,25 @@
     "Editor mode": "Chế độ trình sửa",
     "Education": "Giáo dục",
     "Effective icon": "Biểu tượng đang dùng",
+    "Eicy relay status": "Eicy relay status",
+    "Eligible candidate": "Eligible candidate",
     "Email": "Email",
     "Email (required for verification)": "Email (bắt buộc để xác minh)",
+    "Email & Notifications": "Email và thông báo",
     "Email Address": "Địa chỉ email",
+    "Email address is already in use": "Địa chỉ email đã được sử dụng",
     "Email Alias Restriction": "Hạn chế Bí danh Email",
     "Email bound successfully!": "Email đã được liên kết thành công!",
     "Email confirmation code resend": "Gửi lại mã xác nhận email",
     "Email Domain Restriction": "Hạn chế Tên miền Email",
     "Email Domain Whitelist": "Danh sách trắng tên miền email",
     "Email Field": "Trường Email",
+    "Email is empty!": "Email trống!",
+    "Email or password is empty!": "Email hoặc mật khẩu trống!",
     "Email Verification": "Xác minh Email",
     "Email verification code is incorrect.": "Mã xác minh email không đúng.",
     "Email verification has ended. Start again to continue.": "Xác minh email đã kết thúc. Vui lòng bắt đầu lại để tiếp tục.",
+    "Email verification is enabled, please enter email address and verification code": "Xác minh email đã được bật, vui lòng nhập địa chỉ email và mã xác minh",
     "Email, summarisation, knowledge work": "Email, tóm tắt, làm việc tri thức",
     "Embeddings": "Embeddings",
     "Empty": "Trống",
@@ -2049,6 +2274,7 @@
     "Enable {{parameter}}": "Bật {{parameter}}",
     "Enable 2FA": "Bật 2FA",
     "Enable All": "Bật tất cả",
+    "Enable Astra auto-switch?": "Enable Astra auto-switch?",
     "Enable check-in feature": "Bật tính năng điểm danh",
     "Enable custom task plugins": "Bật plugin tác vụ tùy chỉnh",
     "Enable Data Dashboard": "Kích hoạt Trang tổng quan Dữ liệu",
@@ -2070,16 +2296,18 @@
     "Enable or disable this channel": "Bật hoặc tắt kênh này",
     "Enable or disable this model": "Bật hoặc tắt mô hình này",
     "Enable Passkey": "Bật khóa truy cập",
+    "Enable passthrough": "Bật chuyển tiếp",
     "Enable Performance Monitoring": "Bật giám sát hiệu suất",
     "Enable plugin {{key}}": "Bật plugin {{key}}",
     "Enable plugin?": "Bật plugin?",
     "Enable rate limiting": "Bật giới hạn tốc độ",
+    "Enable request body passthrough?": "Bật chuyển tiếp phần thân yêu cầu?",
+    "Enable request header passthrough?": "Bật chuyển tiếp header yêu cầu?",
     "Enable Request Passthrough": "Bật Truyền qua Yêu cầu",
     "Enable Responses WebSocket": "Bật Responses WebSocket",
-    "Validate Astra upstream model": "Validate Astra upstream model",
-    "Reject a Responses result when the upstream declares a model other than gpt-6-astra. Enabled by default; disable only for an intentional mapping.": "Reject a Responses result when the upstream declares a model other than gpt-6-astra. Enabled by default; disable only for an intentional mapping.",
     "Enable selected channels": "Kích hoạt các kênh đã chọn",
     "Enable selected models": "Kích hoạt các mô hình đã chọn",
+    "Enable session affinity": "Bật duy trì phiên",
     "Enable SSL/TLS": "Bật SSL/TLS",
     "Enable SSRF Protection": "Kích hoạt Bảo vệ SSRF",
     "Enable STARTTLS": "Bật STARTTLS",
@@ -2102,7 +2330,10 @@
     "Enable when the upstream needs client information from Codex or Claude Code headers; may expose client information": "Bật khi thượng nguồn cần thông tin từ tiêu đề của Codex hoặc Claude Code; có thể làm lộ thông tin ứng dụng khách",
     "Enable when the upstream needs information from clients such as Codex or Claude Code, including User-Agent, client version or session headers. Usually leave this off.": "Bật khi dịch vụ thượng nguồn cần thông tin từ các ứng dụng khách như Codex hoặc Claude Code, gồm User-Agent, phiên bản ứng dụng hoặc tiêu đề phiên. Thông thường không cần bật.",
     "Enabled": "Đã bật",
+    "Enabled {{count}} keys": "Đã bật {{count}} khóa",
     "Enabled all channels with tag: {{tag}}": "Đã bật tất cả kênh với nhãn: {{tag}}",
+    "Enabled by default for gpt-6-astra. Keep the last valid fingerprint and pelican conclusions until recovery or reset. Failed checks do not clear them.": "Enabled by default for gpt-6-astra. Keep the last valid fingerprint and pelican conclusions until recovery or reset. Failed checks do not clear them.",
+    "Enabled by default for gpt-6-astra. Keep the last valid fingerprint and vision conclusions until recovery or reset. Failed checks do not clear them.": "Enabled by default for gpt-6-astra. Keep the last valid fingerprint and vision conclusions until recovery or reset. Failed checks do not clear them.",
     "Enabled channels with tag {{tag}}": "Đã kích hoạt các kênh có thẻ {{tag}}",
     "Enabled Status": "Trạng thái kích hoạt",
     "Enabled two-factor authentication": "Đã bật xác thực hai yếu tố",
@@ -2119,6 +2350,8 @@
     "Endpoint": "Endpoint",
     "Endpoint config": "Cấu hình điểm cuối",
     "Endpoint Configuration": "Cấu hình điểm cuối",
+    "Endpoint probe": "Endpoint probe",
+    "Endpoint status": "Endpoint status",
     "Endpoint Type": "Loại điểm cuối",
     "Endpoint, provider-specific settings, and credentials.": "Endpoint, cài đặt riêng của nhà cung cấp và thông tin xác thực.",
     "Endpoint:": "Điểm cuối:",
@@ -2137,6 +2370,7 @@
     "Enter a positive integer": "Nhập một số nguyên dương",
     "Enter a positive or negative amount to adjust the quota": "Nhập một giá trị dương hoặc âm để điều chỉnh hạn ngạch",
     "Enter a react-icons component name. Invalid names show no icon.": "Nhập tên component react-icons. Tên không hợp lệ sẽ không hiển thị biểu tượng.",
+    "Enter a rule to preview mappings.": "Nhập quy tắc để xem trước ánh xạ.",
     "Enter a valid condition value.": "Nhập giá trị điều kiện hợp lệ.",
     "Enter a valid email or leave blank": "Nhập email hợp lệ hoặc để trống",
     "Enter a value and press Enter": "Nhập giá trị và nhấn Enter",
@@ -2183,8 +2417,6 @@
     "Enter password (8-20 characters)": "Nhập mật khẩu (8-20 ký tự)",
     "Enter password (8–128 characters)": "Nhập mật khẩu (8–128 ký tự)",
     "Enter previous domains, one per line, without a protocol, port or path. Different ports on the same domain do not need compatible domains.": "Nhập các tên miền cũ, mỗi dòng một tên miền, không kèm giao thức, cổng hay đường dẫn. Các cổng khác nhau trên cùng tên miền không cần thêm vào danh sách tên miền tương thích.",
-    "Entries configured in Request Header Override still take priority": "Các mục đã cấu hình trong Ghi đè header yêu cầu vẫn được ưu tiên",
-    "Excludes the first attempt. Counted per group.": "Không tính lần đầu, tính theo từng nhóm.",
     "Enter previous Passkey domains, one per line. Existing Passkeys can still verify with these domains; new Passkeys use the primary domain.": "Nhập các tên miền khóa truy cập cũ, mỗi dòng một tên miền. Các khóa hiện có vẫn xác minh được với những tên miền này; khóa mới dùng tên miền chính.",
     "Enter quota in {{currency}}": "Nhập hạn mức bằng {{currency}}",
     "Enter quota in tokens": "Nhập hạn mức bằng token",
@@ -2199,6 +2431,7 @@
     "Enter the 6-digit Time-based One-Time Password or 8-character backup code from your authenticator app.": "Nhập Mật khẩu dùng một lần dựa trên thời gian gồm 6 chữ số hoặc mã dự phòng gồm 8 ký tự từ ứng dụng xác thực của bạn.",
     "Enter the complete URL, supports": "Nhập địa chỉ URL hoàn chỉnh, hỗ trợ",
     "Enter the Coze agent ID": "Nhập ID tác nhân Coze",
+    "Enter the Discovery URL or Issuer URL first": "Vui lòng nhập Discovery URL hoặc Issuer URL trước",
     "Enter the full URL of your Gotify server": "Nhập URL đầy đủ của máy chủ Gotify của bạn",
     "Enter the knowledge base ID": "Nhập ID cơ sở tri thức",
     "Enter the path before /suno, usually just the domain": "Nhập đường dẫn trước /suno, thường chỉ là tên miền",
@@ -2206,7 +2439,6 @@
     "Enter the quota amount in tokens": "Nhập số lượng hạn ngạch bằng token",
     "Enter the verification code": "Nhập mã xác minh",
     "Enter the website domain, such as example.com.": "Nhập tên miền trang, ví dụ example.com.",
-    "Enter threshold": "Nhập ngưỡng",
     "Enter token counts to preview the estimated cost (excluding group multipliers).": "Nhập số lượng token để xem ước tính chi phí (không gồm bội số nhóm).",
     "Enter URL...": "Nhập URL...",
     "Enter username": "Nhập tên người dùng",
@@ -2220,6 +2452,7 @@
     "Enter your username or email": "Nhập tên đăng nhập hoặc email của bạn",
     "Enterprise Account": "Business account",
     "Enterprise-grade security with comprehensive permission management": "Bảo mật cấp doanh nghiệp với quản lý quyền toàn diện",
+    "Entries configured in Request Header Override still take priority": "Các mục đã cấu hình trong Ghi đè header yêu cầu vẫn được ưu tiên",
     "Entrypoint (space separated)": "Entrypoint (cách nhau bằng dấu cách)",
     "Enum": "Liệt kê",
     "Enum values": "Các giá trị liệt kê",
@@ -2244,30 +2477,43 @@
     "Error Type (optional)": "Loại lỗi (tùy chọn)",
     "Estimated cost": "Chi phí ước tính",
     "Estimated quota cost": "Ước tính chi phí hạn mức",
+    "Estimated usage": "Estimated usage",
     "Evaluate fields from the provider user info response. Conditions and nested groups use and/or logic.": "Đánh giá các trường trong phản hồi thông tin người dùng của nhà cung cấp. Điều kiện và nhóm lồng nhau sử dụng logic and/or.",
     "Event": "Sự kiện",
+    "Every {{minutes}} minutes": "Every {{minutes}} minutes",
+    "Every {{minutes}} minutes · 3 probes per channel": "Every {{minutes}} minutes · 3 probes per channel",
+    "Every 15 minutes": "Every 15 minutes",
+    "Every 30 minutes · 3 probes per channel": "Every 30 minutes · 3 probes per channel",
+    "Every 30 minutes, one work per Astra channel.": "Every 30 minutes, one work per Astra channel.",
     "Every group name in the pricing table can be used in two places: on a user (the user group, assigned by admins) and on a token (the token group, chosen when creating the token). Same name pool, two different jobs.": "Mỗi tên nhóm trong bảng định giá có thể dùng ở hai nơi: trên người dùng (nhóm người dùng, do quản trị viên gán) và trên token (nhóm token, chọn khi tạo token). Cùng một bộ tên, hai vai trò khác nhau.",
     "Every other device will lose access immediately. This device will remain signed in.": "Mọi thiết bị khác sẽ mất quyền truy cập ngay lập tức. Thiết bị này vẫn duy trì đăng nhập.",
     "Everything configured for this group, in one place.": "Toàn bộ cấu hình của nhóm này, tại một nơi.",
     "Exact": "Chính xác",
     "Exact Match": "Khớp chính xác",
     "Exact match only and case-sensitive. Prefixes, regex, and * wildcards are not supported.": "Chỉ khớp chính xác và có phân biệt hoa thường. Không hỗ trợ tiền tố, regex hoặc ký tự đại diện *.",
+    "Exact model names only. Preferred groups run before the remaining pool. A successful session binding takes precedence.": "Exact model names only. Preferred groups run before the remaining pool. A successful session binding takes precedence.",
     "Example": "Ví dụ",
     "Example (all channels):": "Ví dụ (tất cả kênh):",
     "Example (specific channels):": "Ví dụ (kênh cụ thể):",
     "Example price": "Giá ví dụ",
     "Example spec": "Thông số ví dụ",
     "Example:": "Ví dụ:",
+    "Example: users call gpt-4o; upstream receives gpt-4o-all.": "Ví dụ: người dùng gọi gpt-4o, nhà cung cấp nhận gpt-4o-all.",
     "example.com&#10;blocked-site.com": "example.com\nblocked-site.com",
     "example.com&#10;company.com": "example.com\ncompany.com",
     "Excellent": "Tuyệt vời",
     "Exchange rate is required": "Cần có tỷ giá",
     "Exchange rate must be greater than 0": "Tỷ giá phải lớn hơn 0",
+    "Excluded by priority": "Excluded by priority",
+    "Excluded groups are never used by automatic grouping, including retries. If no groups remain, the request fails.": "Định tuyến tự động không dùng các nhóm bị chặn, kể cả khi thử lại. Nếu không còn nhóm nào, yêu cầu sẽ thất bại.",
+    "Excludes the first attempt. Counted per group.": "Không tính lần đầu, tính theo từng nhóm.",
     "Execute code in a sandbox during the response": "Thực thi mã trong sandbox trong quá trình phản hồi",
     "Executor": "Trình thực thi",
     "Exhausted": "Đã cạn kiệt",
     "Existing account will be reused": "Tài khoản hiện có sẽ được sử dụng lại",
+    "Existing API keys keep Astra auto-switch enabled; new keys default to off. Rejected results still incur usage charges, and every additional upstream attempt is charged separately. You can change this setting for each API key.": "Existing API keys keep Astra auto-switch enabled; new keys default to off. Rejected results still incur usage charges, and every additional upstream attempt is charged separately. You can change this setting for each API key.",
     "Existing Models ({{count}})": "Các mô hình hiện có ({{count}})",
+    "Existing models: select fields to replace their current values with the values on the right. Unselected fields stay unchanged.": "Mô hình hiện có: chọn các trường để thay giá trị hiện tại bằng giá trị bên phải. Các trường không được chọn sẽ giữ nguyên.",
     "Existing Passkeys remain tied to the old domain and may stop working. Keep the old domain to preserve access, or confirm only if you have a recovery plan.": "Các khóa truy cập hiện có vẫn gắn với tên miền cũ và có thể ngừng hoạt động. Hãy giữ tên miền cũ để duy trì quyền truy cập, hoặc chỉ xác nhận khi đã có phương án khôi phục.",
     "Exists": "Tồn tại",
     "Expand": "Mở rộng",
@@ -2276,15 +2522,22 @@
     "Expected a JSON array of group identifiers": "Cần là một mảng JSON gồm các định danh nhóm",
     "Expected a JSON array.": "Cần là một mảng JSON.",
     "Experiment with prompts and models in real time.": "Thử nghiệm với prompt và mô hình theo thời gian thực.",
+    "Experimental behavioral samples, not proof of model identity. Luna-like inconclusive rounds count as suspected downgrades; other inconclusive and failed rounds are excluded. Samples do not verify individual customer requests.": "Experimental behavioral samples, not proof of model identity. Luna-like inconclusive rounds count as suspected downgrades; other inconclusive and failed rounds are excluded. Samples do not verify individual customer requests.",
+    "Expiration": "Thời hạn",
     "Expiration Time": "Thời gian hết hạn",
+    "Expiration time cannot be earlier than current time": "Thời gian hết hạn không được sớm hơn thời điểm hiện tại",
     "expired": "Đã hết hạn",
     "Expired": "Hết hạn",
     "Expired at": "Hết hạn lúc",
     "Expired time cannot be earlier than current time": "Thời gian hết hạn không thể sớm hơn thời gian hiện tại",
     "Expires": "Hết hạn",
+    "Expires {{time}}": "Hết hạn lúc {{time}}",
     "Expires at": "Hết hạn lúc",
     "Expires in": "Còn lại",
+    "Export": "Xuất",
+    "Export logs": "Xuất nhật ký",
     "Export snapshot": "Xuất bản chụp",
+    "Exported {{count}} logs": "Đã xuất {{count}} bản ghi nhật ký",
     "Expose ratio API": "Cung cấp API tỷ lệ",
     "Exposes the pricing/models catalog in the top navigation.": "Hiển thị danh mục giá/mô hình trên thanh điều hướng đầu trang.",
     "Expression": "Biểu thức",
@@ -2327,6 +2580,7 @@
     "Failed to bind email": "Không thể liên kết email",
     "Failed to change password": "Không thể thay đổi mật khẩu",
     "Failed to check for updates": "Không thể kiểm tra cập nhật",
+    "Failed to check user bindings, please try again later": "Không thể kiểm tra liên kết người dùng, vui lòng thử lại sau",
     "Failed to clean logs": "Không thể dọn sạch nhật ký",
     "Failed to complete order": "Không thể hoàn thành đơn hàng",
     "Failed to complete Passkey login": "Không thể hoàn tất đăng nhập Passkey",
@@ -2334,15 +2588,25 @@
     "Failed to contact GitHub releases API": "Không thể kết nối API GitHub Releases",
     "Failed to copy": "Sao chép thất bại",
     "Failed to copy channel": "Không thể sao chép kênh",
+    "Failed to copy channel. Please try again later": "Không thể sao chép kênh. Vui lòng thử lại sau",
     "Failed to copy keys": "Không thể sao chép khóa",
     "Failed to copy model names": "Không thể sao chép tên mô hình",
     "Failed to copy to clipboard": "Không thể sao chép vào bộ nhớ tạm",
+    "Failed to count channel types. Please try again later": "Không thể thống kê loại kênh. Vui lòng thử lại sau",
+    "Failed to count channels. Please try again later": "Không thể đếm số kênh. Vui lòng thử lại sau",
+    "Failed to count tags. Please try again later": "Không thể đếm số thẻ. Vui lòng thử lại sau",
     "Failed to create account": "Tạo tài khoản thất bại",
     "Failed to create API key": "Tạo API key thất bại",
     "Failed to create channel": "Không thể tạo kênh",
+    "Failed to create default token": "Không thể tạo token mặc định",
     "Failed to create deployment": "Tạo triển khai thất bại",
+    "Failed to create order": "Tạo đơn hàng thất bại",
     "Failed to create provider": "Tạo nhà cung cấp thất bại",
     "Failed to create redemption code": "Không thể tạo mã đổi thưởng",
+    "Failed to create redemption code, please try again later": "Tạo mã đổi thưởng thất bại, vui lòng thử lại sau",
+    "Failed to create the administrator account: {{error}}": "Không thể tạo tài khoản quản trị viên: {{error}}",
+    "Failed to create the Discovery request: {{error}}": "Không thể tạo yêu cầu Discovery: {{error}}",
+    "Failed to create the plan product": "Tạo sản phẩm của gói thất bại",
     "Failed to create user": "Tạo người dùng thất bại",
     "Failed to delete {{count}} model(s)": "Không thể xóa {{count}} mô hình",
     "Failed to delete {{count}} redemption codes": "Không thể xóa {{count}} mã quy đổi",
@@ -2370,22 +2634,43 @@
     "Failed to enable channels": "Không thể kích hoạt các kênh",
     "Failed to enable model": "Không thể kích hoạt mô hình",
     "Failed to enable tag channels": "Không thể kích hoạt kênh thẻ",
+    "Failed to encode Vertex AI key JSON: {{error}}": "Không thể mã hóa JSON khóa Vertex AI: {{error}}",
+    "Failed to export logs": "Không xuất được nhật ký",
     "Failed to fetch channel key": "Không thể lấy khóa kênh",
+    "Failed to fetch channel. Please try again later": "Không thể lấy thông tin kênh. Vui lòng thử lại sau",
+    "Failed to fetch channels with this tag. Please try again later": "Không thể lấy các kênh có thẻ này. Vui lòng thử lại sau",
+    "Failed to fetch channels. Please try again later": "Không thể lấy danh sách kênh. Vui lòng thử lại sau",
     "Failed to fetch checkin status": "Không thể tải trạng thái điểm danh",
     "Failed to fetch deployment details": "Không thể lấy chi tiết triển khai",
     "Failed to fetch models": "Không thể lấy các mô hình",
+    "Failed to fetch models: {{error}}": "Không thể lấy danh sách mô hình: {{error}}",
     "Failed to fetch OIDC configuration. Please check the URL and network status": "Không thể lấy cấu hình OIDC. Vui lòng kiểm tra URL và trạng thái mạng",
+    "Failed to fetch Ollama version: {{error}}": "Không thể lấy phiên bản Ollama: {{error}}",
     "Failed to fetch reset credit details": "Không lấy được chi tiết lượt đặt lại",
+    "Failed to fetch reset credit details. Please try again later": "Không thể lấy chi tiết lượt đặt lại. Vui lòng thử lại sau",
+    "Failed to fetch tags. Please try again later": "Không thể lấy thẻ. Vui lòng thử lại sau",
+    "Failed to fetch the catalog": "Lấy danh mục thất bại",
+    "Failed to fetch the Discovery configuration: {{error}}": "Không thể lấy cấu hình Discovery: {{error}}",
+    "Failed to fetch the product list": "Lấy danh sách sản phẩm thất bại",
     "Failed to fetch upstream prices": "Không thể lấy giá từ upstream",
     "Failed to fetch upstream ratios": "Không thể lấy tỷ lệ upstream",
     "Failed to fetch usage": "Không lấy được mức sử dụng",
+    "Failed to fetch usage. Please try again later": "Không thể lấy thông tin sử dụng. Vui lòng thử lại sau",
     "Failed to fetch user information": "Không lấy được thông tin người dùng",
     "Failed to fix abilities": "Không thể sửa tính nhất quán kênh",
+    "Failed to generate default token": "Không thể sinh token mặc định",
     "Failed to generate token": "Không thể tạo token",
+    "Failed to get the channel information. Please contact the administrator": "Không lấy được thông tin kênh. Vui lòng liên hệ quản trị viên",
+    "Failed to get the token count": "Không thể lấy số lượng token",
+    "Failed to get the user group": "Lấy nhóm người dùng thất bại",
+    "Failed to get token from {{provider}}, please check settings": "Không thể lấy token từ {{provider}}, vui lòng kiểm tra cài đặt",
+    "Failed to get user information": "Không thể lấy thông tin người dùng",
     "Failed to hide model from model square": "Không thể ẩn mô hình khỏi kho mô hình",
     "Failed to initialize OAuth": "Không thể khởi tạo OAuth",
     "Failed to initialize system": "Không thể khởi tạo hệ thống",
+    "Failed to initialize the system: {{error}}": "Khởi tạo hệ thống thất bại: {{error}}",
     "Failed to load": "Tải thất bại",
+    "Failed to load access tokens": "Không thể tải token truy cập",
     "Failed to load API keys": "Không thể tải khóa API",
     "Failed to load artifacts": "Không thể tải sản phẩm",
     "Failed to load audit records": "Không thể tải bản ghi kiểm toán",
@@ -2411,19 +2696,28 @@
     "Failed to load setup status": "Không thể tải trạng thái thiết lập",
     "Failed to load SGLang status": "Không thể tải trạng thái SGLang",
     "Failed to load tag data": "Không thể tải dữ liệu thẻ",
-    "Failed to load token status": "Không thể tải trạng thái token",
     "Failed to load users": "Không thể tải người dùng",
     "Failed to load vendor": "Không thể tải nhà cung cấp",
     "Failed to load vendors": "Không thể tải nhà cung cấp",
     "Failed to load vLLM status": "Không thể tải trạng thái vLLM",
+    "Failed to parse appended keys: {{error}}": "Không thể phân tích các khóa được thêm: {{error}}",
+    "Failed to parse credentials. Please check the channel configuration": "Không thể phân tích thông tin xác thực. Vui lòng kiểm tra cấu hình kênh",
     "Failed to parse group items": "Thất bại khi phân tích các mục nhóm",
     "Failed to parse JSON file: {{name}}": "Không thể phân tích cú pháp tệp JSON: {{name}}",
+    "Failed to parse the Discovery configuration: {{error}}": "Không thể phân tích cấu hình Discovery: {{error}}",
+    "Failed to parse tool price \"{{name}}\": {{error}}": "Không thể phân tích giá công cụ \"{{name}}\": {{error}}",
+    "Failed to parse tool prices: {{error}}": "Không thể phân tích giá công cụ: {{error}}",
     "Failed to prepare pricing conversion": "Không thể chuẩn bị chuyển đổi giá",
     "Failed to preview metadata": "Không thể xem trước siêu dữ liệu",
     "Failed to preview vendor changes": "Không thể xem trước thay đổi nhà cung cấp",
     "Failed to query balance": "Không thể truy vấn số dư",
+    "Failed to query channels": "Không thể truy vấn kênh",
+    "Failed to query logs": "Truy vấn nhật ký thất bại",
+    "Failed to query statistics": "Truy vấn dữ liệu thống kê thất bại",
+    "Failed to query the upstream task status": "Không truy vấn được trạng thái tác vụ thượng nguồn",
     "Failed to refresh cache stats": "Không thể làm mới thống kê bộ nhớ đệm",
     "Failed to refresh credential": "Không thể làm mới thông tin xác thực",
+    "Failed to refresh credentials. Please try again later": "Không thể làm mới thông tin xác thực. Vui lòng thử lại sau",
     "Failed to regenerate backup codes": "Không thể tạo lại mã sao lưu",
     "Failed to register Passkey": "Không thể đăng ký Passkey",
     "Failed to remove Passkey": "Không thể xóa Passkey",
@@ -2432,23 +2726,33 @@
     "Failed to reset model ratios": "Không thể đặt lại tỷ lệ mô hình",
     "Failed to reset Passkey": "Không thể đặt lại Passkey",
     "Failed to reset usage": "Không thể đặt lại mức dùng",
+    "Failed to reset usage. Please try again later": "Không thể đặt lại mức sử dụng. Vui lòng thử lại sau",
     "Failed to revoke token": "Không thể thu hồi token",
     "Failed to save": "Lưu thất bại",
     "Failed to save announcements": "Không thể lưu thông báo",
     "Failed to save API info": "Không thể lưu thông tin API",
+    "Failed to save backup codes": "Không thể lưu mã dự phòng",
+    "Failed to save configuration": "Lưu cấu hình thất bại",
     "Failed to save FAQ": "Không thể lưu FAQ",
     "Failed to save model pricing": "Không thể lưu giá mô hình",
+    "Failed to save the demo site mode setting: {{error}}": "Không thể lưu cài đặt chế độ trang demo: {{error}}",
+    "Failed to save the self-use mode setting: {{error}}": "Không thể lưu cài đặt chế độ tự sử dụng: {{error}}",
     "Failed to save Uptime Kuma groups": "Không thể lưu nhóm Uptime Kuma",
     "Failed to search API keys": "Không thể tìm kiếm khóa API",
     "Failed to search redemption codes": "Không thể tìm kiếm mã đổi thưởng",
+    "Failed to search tokens": "Không thể tìm kiếm token",
+    "Failed to search top-up records": "Tìm kiếm lịch sử nạp tiền thất bại",
     "Failed to search users": "Không thể tìm kiếm người dùng",
     "Failed to send reset email": "Gửi email đặt lại thất bại",
     "Failed to send verification code": "Không thể gửi mã xác minh",
     "Failed to send verification email": "Gửi email xác minh thất bại",
     "Failed to set tag": "Không thể đặt thẻ",
+    "Failed to set the audio completion ratio: {{error}}": "Không thể đặt hệ số hoàn thành âm thanh: {{error}}",
+    "Failed to set the audio ratio: {{error}}": "Không thể đặt hệ số âm thanh: {{error}}",
+    "Failed to set the cache creation ratio: {{error}}": "Không thể đặt hệ số tạo bộ nhớ đệm: {{error}}",
+    "Failed to set the image ratio: {{error}}": "Không thể đặt hệ số hình ảnh: {{error}}",
     "Failed to setup 2FA": "Không thể thiết lập 2FA",
     "Failed to show model in model square": "Không thể hiển thị mô hình trong kho mô hình",
-    "Fill a CLI template or add a blank rule.": "Điền mẫu CLI hoặc thêm quy tắc trống.",
     "Failed to sign out other sessions": "Không thể đăng xuất các phiên khác",
     "Failed to sign out session": "Không thể đăng xuất phiên",
     "Failed to start {{provider}} login": "Không thể bắt đầu đăng nhập {{provider}}",
@@ -2458,6 +2762,7 @@
     "Failed to start OIDC login": "Không thể bắt đầu đăng nhập OIDC",
     "Failed to start Passkey login": "Không thể bắt đầu đăng nhập Passkey",
     "Failed to start Passkey registration": "Không thể bắt đầu đăng ký Passkey",
+    "Failed to start payment": "Không thể bắt đầu thanh toán",
     "Failed to start Telegram binding": "Không thể bắt đầu liên kết Telegram",
     "Failed to start testing all channels": "Không thể bắt đầu kiểm tra tất cả các kênh",
     "Failed to start verification": "Không thể bắt đầu xác minh",
@@ -2489,10 +2794,16 @@
     "Fallback route": "Tuyến dự phòng",
     "Fallback tier": "Tầng dự phòng",
     "FAQ": "FAQ",
+    "FAQ #{{index}} answer cannot exceed 1000 characters": "Câu trả lời của FAQ #{{index}} không được vượt quá 1000 ký tự",
+    "FAQ #{{index}} is missing the answer field": "FAQ #{{index}} thiếu trường câu trả lời",
+    "FAQ #{{index}} is missing the question field": "FAQ #{{index}} thiếu trường câu hỏi",
+    "FAQ #{{index}} question cannot exceed 200 characters": "Câu hỏi của FAQ #{{index}} không được vượt quá 200 ký tự",
     "FAQ added. Click \"Save Settings\" to apply.": "Đã thêm FAQ. Nhấp \"Lưu cài đặt\" để áp dụng.",
+    "FAQ cannot exceed 100 entries": "FAQ không được vượt quá 100 mục",
     "FAQ deleted. Click \"Save Settings\" to apply.": "Đã xóa FAQ. Nhấp \"Lưu cài đặt\" để áp dụng.",
     "FAQ saved successfully": "FAQ đã lưu thành công",
     "FAQ updated. Click \"Save Settings\" to apply.": "FAQ đã cập nhật. Nhấp \"Lưu cài đặt\" để áp dụng.",
+    "Fast response first": "Fast response first",
     "FastGPT": "FastGPT",
     "Feature in development": "Tính năng đang phát triển",
     "Fee": "Phí",
@@ -2506,6 +2817,7 @@
     "Fetched {{count}} model(s) from upstream": "Đã lấy {{count}} mô hình từ upstream",
     "Fetched {{count}} models": "Đã lấy {{count}} mô hình",
     "Fetched in your browser and placed in the source field below for review. GitHub and gist page URLs are rewritten to their raw URL automatically.": "Được trình duyệt tải về và đưa vào ô mã nguồn bên dưới để bạn xem lại. URL trang GitHub và gist sẽ tự động được đổi thành URL raw.",
+    "Fetched successfully": "Lấy thành công",
     "Fetching models...": "Đang lấy mô hình…",
     "Fetching plugin source...": "Đang tải mã nguồn plugin…",
     "Fetching prefill groups...": "Đang tải nhóm điền sẵn...",
@@ -2525,6 +2837,7 @@
     "File Search": "Tìm kiếm tệp",
     "File verification": "Xác minh tệp",
     "Files to Retain": "Số tệp giữ lại",
+    "Fill a CLI template or add a blank rule.": "Điền mẫu CLI hoặc thêm quy tắc trống.",
     "Fill All Models": "Điền Tất Cả Mô Hình",
     "Fill Codex CLI / Claude CLI Templates": "Điền mẫu Codex CLI / Claude CLI",
     "Fill entire column": "Điền toàn bộ cột",
@@ -2571,6 +2884,7 @@
     "Filter models by type, endpoint, vendor, group and tags": "Lọc mô hình theo loại, endpoint, nhà cung cấp, nhóm và thẻ",
     "Filter models...": "Lọc mô hình...",
     "Filter plugins...": "Lọc plugin...",
+    "Filter related requests": "Filter related requests",
     "Filter the model analytics view by time range and user.": "Lọc chế độ xem phân tích mô hình theo khoảng thời gian và người dùng.",
     "Filter the traffic flow view by time range and user.": "Lọc chế độ xem luồng lưu lượng theo khoảng thời gian và người dùng.",
     "Filter...": "Lọc...",
@@ -2578,11 +2892,15 @@
     "Filters active": "Bộ lọc đang bật",
     "Final Consumed": "Tiêu thụ cuối cùng",
     "Final cost = base × multiplier when conditions match": "Chi phí cuối = cơ sở × hệ số khi thỏa điều kiện",
+    "Final multiplier": "Final multiplier",
+    "Final multipliers for all of this user’s keys. Zero is allowed. Removing an override restores the normal billing rules. Save separately below.": "Final multipliers for all of this user’s keys. Zero is allowed. Removing an override restores the normal billing rules. Save separately below.",
     "Final price multiplier (0.95 = 5% discount": "Hệ số nhân giá cuối cùng (0.95 = giảm giá 5%)",
     "Finance": "Tài chính",
     "Find": "Tìm",
     "Find the billing group.": "Xác định nhóm tính phí.",
     "Find the ratio.": "Xác định hệ số.",
+    "Fingerprint matched": "Fingerprint matched",
+    "Finish reordering": "Hoàn tất sắp xếp",
     "Finish Time": "Thời gian hoàn thành",
     "Finished requests": "Yêu cầu đã kết thúc",
     "First API request": "Yêu cầu API đầu tiên",
@@ -2594,6 +2912,7 @@
     "Fixed": "Đã sửa",
     "Fixed abilities: {{success}} succeeded, {{fails}} failed": "Đã sửa tính nhất quán kênh: {{success}} thành công, {{fails}} thất bại",
     "Fixed channel constraint": "Ràng buộc kênh cố định",
+    "Fixed channel not found": "Fixed channel not found",
     "Fixed fee per request": "Phí cố định mỗi yêu cầu",
     "Fixed price": "Giá cố định",
     "Fixed price (USD)": "Giá cố định (USD)",
@@ -2623,11 +2942,14 @@
     "footer.columns.related.links.oneApi": "One API",
     "footer.columns.related.title": "Các Dự Án Liên Quan",
     "footer.defaultCopyright": "Bản quyền được bảo lưu.",
-    "footer.newapi.projectAttributionSuffix": "Bản quyền được bảo lưu. Được thiết kế và phát triển bởi các cộng tác viên dự án.",
+    "footer.new\u0061pi.projectAttributionSuffix": "Bản quyền được bảo lưu. Được thiết kế và phát triển bởi các cộng tác viên dự án.",
     "For advanced custom channels this applies only to /v1/responses routes without protocol conversion.": "Với kênh tùy chỉnh nâng cao, thiết lập này chỉ áp dụng cho các route /v1/responses không chuyển đổi giao thức.",
+    "For Astra requests, skip groups whose latest valid fingerprint in the last 6 hours is non-Astra and continue through the group pool. Groups with no valid result remain eligible.": "For Astra requests, skip groups whose latest valid fingerprint in the last 6 hours is non-Astra and continue through the group pool. Groups with no valid result remain eligible.",
+    "For Astra requests, skip groups whose latest valid fingerprint or pelican result indicates degradation. Failed checks do not replace valid results; each check must recover or be reset. Groups with no valid result remain eligible.": "For Astra requests, skip groups whose latest valid fingerprint or pelican result indicates degradation. Failed checks do not replace valid results; each check must recover or be reset. Groups with no valid result remain eligible.",
+    "For Astra requests, skip groups whose latest valid fingerprint or vision result indicates degradation. Failed checks do not replace valid results; each check must recover or be reset. Groups with no valid result remain eligible.": "For Astra requests, skip groups whose latest valid fingerprint or vision result indicates degradation. Failed checks do not replace valid results; each check must recover or be reset. Groups with no valid result remain eligible.",
     "For channels added after May 10, 2025, no need to remove \".\" from model names during deployment": "Đối với các kênh được thêm sau ngày 10 tháng 5 năm 2025, không cần loại bỏ \".\" khỏi tên mô hình trong quá trình triển khai",
     "For private deployments, format: https://fastgpt.run/api/openapi": "Đối với các triển khai riêng tư, định dạng: https://fastgpt.run/api/openapi",
-    "For security, existing access tokens cannot be displayed. Regenerate only when you need a new token.": "Vì lý do bảo mật, không thể hiển thị lại token truy cập hiện có. Chỉ tạo lại khi bạn cần token mới.",
+    "For reference only: insufficient request samples may cause very large errors in the average charge.": "For reference only: insufficient request samples may cause very large errors in the average charge.",
     "For this channel, map the model name in client requests to the model name sent upstream.": "Với kênh này, ánh xạ tên mô hình trong yêu cầu của máy khách sang tên mô hình gửi đến dịch vụ thượng nguồn.",
     "For this website, you can enter: {{domain}}": "Với trang này, bạn có thể nhập: {{domain}}",
     "Force a syntactically valid JSON response": "Buộc phản hồi JSON hợp lệ về cú pháp",
@@ -2676,6 +2998,7 @@
     "Full width": "Toàn chiều rộng",
     "Function calling": "Gọi hàm",
     "Functions": "Hàm",
+    "Fuzzy search keywords must be at least 2 characters long": "Từ khóa tìm kiếm mờ phải có ít nhất 2 ký tự",
     "Gateways": "Cổng kết nối",
     "GC Count": "Số lần GC",
     "GC executed": "GC đã thực thi",
@@ -2683,14 +3006,13 @@
     "Gemini": "Song Tử",
     "Gemini and OpenAI audio prices differ for this model. Use separate billing model names to convert them.": "Giá âm thanh Gemini và OpenAI của mô hình này khác nhau. Hãy dùng tên mô hình tính phí riêng để chuyển đổi.",
     "Gemini Generate Content to OpenAI Chat": "Gemini Generate Content sang OpenAI Chat",
+    "Gemini Generate Content to OpenAI Responses": "Gemini Generate Content sang OpenAI Responses",
     "Gemini Image 4K": "Gemini Image 4K",
     "Gemini only": "Chỉ Gemini",
     "Gemini will continue to auto-detect thinking mode even with the adapter disabled. Enable this only when you need finer control over pricing and budgeting.": "Gemini sẽ tiếp tục tự động phát hiện chế độ suy nghĩ ngay cả khi bộ điều hợp bị tắt. Chỉ bật tính năng này khi bạn cần kiểm soát chi tiết hơn về giá cả và lập ngân sách.",
     "General": "Chung",
     "General Settings": "General settings",
     "Generate": "Tạo",
-    "Generate and manage your API access token": "Tạo và quản lý mã thông báo truy cập API của bạn",
-    "Generate Doubao Seedance videos through Volcengine Ark": "Tạo video Doubao Seedance qua Volcengine Ark",
     "Generate Lyrics": "Tạo lời bài hát",
     "Generate Midjourney images through MjProxy": "Tạo ảnh Midjourney qua MjProxy",
     "Generate Midjourney images through MjProxyPlus": "Tạo ảnh Midjourney qua MjProxyPlus",
@@ -2699,8 +3021,6 @@
     "Generate new backup codes for account recovery": "Tạo mã dự phòng mới để khôi phục tài khoản",
     "Generate New Codes": "Tạo mã mới",
     "Generate tokens from the Tokens page; you can scope them to specific models, groups, IPs, and rate-limits.": "Tạo token tại trang Tokens; bạn có thể giới hạn theo model, nhóm, IP và rate-limit.",
-    "Generated": "Đã tạo",
-    "Generated a system access token": "Đã tạo token truy cập hệ thống",
     "Generated image": "Ảnh được tạo",
     "Generating new codes will invalidate all existing backup codes.": "Tạo mã mới sẽ vô hiệu hóa tất cả các mã dự phòng hiện có.",
     "Generating...": "Đang tạo...",
@@ -2708,11 +3028,11 @@
     "Generation was interrupted": "Quá trình tạo đã bị gián đoạn",
     "Generic cache": "Bộ đệm chung",
     "Get advice": "Nhận lời khuyên",
-    "Get notified when balance falls below this value": "Nhận thông báo khi số dư giảm xuống dưới giá trị này",
     "Get one here": "Nhận tại đây",
     "Get started": "Bắt đầu",
     "Get Started": "Bắt đầu",
     "GitHub": "GitHub",
+    "GitHub ID is empty!": "ID GitHub trống!",
     "GitHub rate limit reached. Try again later.": "Đã đạt giới hạn yêu cầu GitHub. Vui lòng thử lại sau.",
     "Give the group a recognizable name and optional description.": "Đặt cho nhóm một cái tên dễ nhận biết và mô tả tùy chọn.",
     "Give this group a recognizable name.": "Hãy đặt cho nhóm này một cái tên dễ nhận biết.",
@@ -2737,9 +3057,12 @@
     "Go to settings": "Đi tới cài đặt",
     "Go to Settings": "Đi đến Cài đặt",
     "Good": "Tốt",
+    "Got it": "Đã hiểu",
     "Gotify Application Token": "Mã thông báo ứng dụng Gotify",
     "Gotify Documentation": "Tài liệu Gotify",
     "Gotify Server URL": "URL máy chủ Gotify",
+    "Gotify server URL cannot be empty": "URL máy chủ Gotify không được để trống",
+    "Gotify token cannot be empty": "Token Gotify không được để trống",
     "gpt-3.5-turbo": "gpt-3.5-turbo",
     "gpt-3.5-turbo-0125": "gpt-3.5-turbo-0125",
     "gpt-4": "gpt-4",
@@ -2755,7 +3078,20 @@
     "Group": "Nhóm",
     "Group {{path}}": "Nhóm {{path}}",
     "Group & Quota": "Nhóm & Hạn mức",
+    "Group #{{index}} category name cannot exceed 50 characters": "Tên danh mục của nhóm #{{index}} không được vượt quá 50 ký tự",
+    "Group #{{index}} category name duplicates another group": "Tên danh mục của nhóm #{{index}} trùng với nhóm khác",
+    "Group #{{index}} contains disallowed content": "Nhóm #{{index}} chứa nội dung không được phép",
+    "Group #{{index}} description cannot exceed 200 characters": "Mô tả của nhóm #{{index}} không được vượt quá 200 ký tự",
+    "Group #{{index}} has a URL that cannot be parsed: {{error}}": "Không thể phân tích URL của nhóm #{{index}}: {{error}}",
+    "Group #{{index}} has an invalid URL format": "Nhóm #{{index}} có định dạng URL không hợp lệ",
+    "Group #{{index}} is missing the category name field": "Nhóm #{{index}} thiếu trường tên danh mục",
+    "Group #{{index}} is missing the slug field": "Nhóm #{{index}} thiếu trường slug",
+    "Group #{{index}} is missing the URL field": "Nhóm #{{index}} thiếu trường URL",
+    "Group #{{index}} slug can only contain letters, numbers, underscores and hyphens": "Slug của nhóm #{{index}} chỉ được chứa chữ cái, chữ số, dấu gạch dưới và dấu gạch nối",
+    "Group #{{index}} slug cannot exceed 100 characters": "Slug của nhóm #{{index}} không được vượt quá 100 ký tự",
+    "Group #{{index}} URL cannot exceed 500 characters": "URL của nhóm #{{index}} không được vượt quá 500 ký tự",
     "Group added. Click \"Save Settings\" to apply.": "Nhóm đã được thêm. Nhấp vào \"Lưu Cài đặt\" để áp dụng.",
+    "Group blacklist": "Danh sách nhóm bị chặn",
     "Group channels by tag for batch operations": "Nhóm kênh theo thẻ để thực hiện các thao tác hàng loạt",
     "Group config overrides global limits, shares the same period": "Cấu hình nhóm ghi đè giới hạn toàn cầu, chia sẻ cùng một chu kỳ",
     "Group deleted. Click \"Save Settings\" to apply.": "Nhóm đã bị xóa. Nhấp vào \"Lưu Cài đặt\" để áp dụng.",
@@ -2765,15 +3101,21 @@
     "Group is required": "Yêu cầu nhóm",
     "Group name": "Tên nhóm",
     "Group Name": "Tên Nhóm",
+    "Group name already exists": "Tên nhóm đã tồn tại",
+    "Group name and type cannot be empty": "Tên và loại nhóm không được để trống",
     "Group name cannot be changed when editing.": "Tên nhóm không thể thay đổi khi chỉnh sửa.",
+    "Group pool": "Group pool",
     "Group prices cannot be expanded because this expression is not a standard tiered pricing expression.": "Không thể mở rộng giá theo nhóm vì biểu thức này không phải là biểu thức giá theo bậc tiêu chuẩn.",
     "Group Pricing": "Định giá nhóm",
-    "How a session is identified and which channel it keeps.": "Cách nhận diện phiên và kênh mà phiên giữ lại.",
     "Group pricing usage guide": "Hướng dẫn sử dụng định giá theo nhóm",
     "group ratio": "tỷ lệ nhóm",
     "Group Ratio": "Tỷ lệ nhóm",
     "Group ratios": "Tỷ lệ nhóm",
+    "Group settings": "Cài đặt nhóm",
+    "Group Status": "Group Status",
+    "Group tags": "Group tags",
     "Group updated. Click \"Save Settings\" to apply.": "Nhóm đã được cập nhật. Nhấp vào \"Lưu Cài đặt\" để áp dụng.",
+    "Group visibility": "Hiển thị nhóm",
     "Group-based rate limits": "Giới hạn tỷ lệ dựa trên nhóm",
     "Group:": "Nhóm:",
     "Group: {{ratio}}x": "Nhóm: {{ratio}}x",
@@ -2799,6 +3141,7 @@
     "Header Name": "Tên header",
     "Header navigation": "Điều hướng đầu trang",
     "Header Override": "Ghi đè tiêu đề",
+    "Header override must be valid JSON format": "Ghi đè header phải ở định dạng JSON hợp lệ",
     "Header Passthrough (X-Request-Id)": "Chuyển tiếp header (X-Request-Id)",
     "Header Value (supports string or JSON mapping)": "Giá trị header (hỗ trợ chuỗi hoặc ánh xạ JSON)",
     "header. Anthropic-formatted endpoints accept the": ". Các endpoint định dạng Anthropic chấp nhận header",
@@ -2820,6 +3163,7 @@
     "Hide sensitive data": "Ẩn dữ liệu nhạy cảm",
     "Hide setup guide": "Ẩn hướng dẫn thiết lập",
     "High Performance": "Hiệu suất cao",
+    "High throughput first": "Ưu tiên thông lượng cao",
     "High-risk operation confirmation": "Xác nhận thao tác rủi ro cao",
     "High-risk status code retry confirmation text": "Tôi hiểu rủi ro tính phí nhiều lần và sự cố hệ thống, đồng thời xác nhận bật tính năng",
     "High-risk status code retry input mismatch": "Nội dung nhập không khớp với văn bản bắt buộc.",
@@ -2833,6 +3177,7 @@
     "Historical capitalization": "Kiểu chữ hoa/thường cũ",
     "Historical tokens": "Token trước đây",
     "Historical Usage": "Lịch sử sử dụng",
+    "History": "History",
     "History of MjProxy-style image tasks.": "Lịch sử các tác vụ hình ảnh kiểu MjProxy.",
     "Hit criteria: If cached tokens exist in usage, it counts as a hit.": "Tiêu chí trúng: Nếu cached tokens tồn tại trong usage, được tính là trúng.",
     "Hit Rate": "Tỷ lệ trúng",
@@ -2848,6 +3193,7 @@
     "Hourly token usage by model over the past 24 hours": "Sử dụng token theo mô hình theo giờ trong 24 giờ qua",
     "hours": "giờ",
     "How a call is priced": "Một cuộc gọi được tính giá như thế nào",
+    "How a session is identified and which channel it keeps.": "Cách nhận diện phiên và kênh mà phiên giữ lại.",
     "How client credentials are sent to the token endpoint": "Cách thông tin xác thực client được gửi đến endpoint token",
     "How frequently the system checks auto-disabled channels for recovery": "Tần suất hệ thống kiểm tra các kênh bị tự động vô hiệu hóa để khôi phục",
     "How frequently the system tests all channels": "Tần suất hệ thống kiểm tra tất cả các kênh là bao nhiêu?",
@@ -2863,6 +3209,7 @@
     "How will you use the platform?": "Bạn sẽ sử dụng nền tảng như thế nào?",
     "HTTP Protocol": "Giao thức HTTP",
     "HTTP protocol must be Auto or HTTP/1.1": "Giao thức HTTP phải là Tự động hoặc HTTP/1.1",
+    "HTTP status": "HTTP status",
     "HTTP/1.1": "HTTP/1.1",
     "HTTP/2 Connection Shards": "Phân mảnh kết nối HTTP/2",
     "HTTP/2 connection shards are unavailable when HTTP/1.1 is selected.": "Không thể dùng phân mảnh kết nối HTTP/2 khi chọn HTTP/1.1.",
@@ -2893,12 +3240,17 @@
     "I have read and agree to the": "Tôi đã đọc và đồng ý với",
     "I have read and understood the above compliance reminder": "Tôi đã đọc và hiểu nhắc nhở tuân thủ ở trên",
     "I have read and understood the above compliance reminder, acknowledge the related legal risks, and confirm that I bear legal responsibility arising from deployment, operation, and charging behavior.": "Tôi đã đọc và hiểu nhắc nhở tuân thủ ở trên, thừa nhận các rủi ro pháp lý liên quan và xác nhận rằng tôi chịu trách nhiệm pháp lý phát sinh từ việc triển khai, vận hành và thu phí.",
+    "I understand": "I understand",
     "I understand that disabling 2FA removes its authenticator and backup codes.": "Tôi hiểu rằng tắt 2FA sẽ xóa phương thức xác thực bằng ứng dụng và các mã dự phòng.",
     "I understand that disabling 2FA will remove all protection and backup codes": "Tôi hiểu rằng việc vô",
+    "I understand the charges, enable and save": "I understand the charges, enable and save",
     "Icon": "Biểu tượng",
     "Icon file must be 100 KB or smaller": "Tệp biểu tượng phải có kích thước 100 KB hoặc nhỏ hơn",
     "Icon identifier (e.g. github, gitlab)": "Mã định danh biểu tượng (ví dụ: github, gitlab)",
     "ID": "ID",
+    "ID is empty": "ID trống",
+    "ID is empty!": "ID trống!",
+    "Identifier source": "Identifier source",
     "If an upstream error contains any of these keywords (case insensitive), the channel will be disabled automatically.": "Nếu một lỗi thượng nguồn chứa bất kỳ từ khóa nào trong số này (không phân biệt chữ hoa chữ thường), kênh sẽ tự động bị vô hiệu hóa.",
     "If authorization succeeds, the generated JSON will be inserted into the key field. You still need to save the channel to persist it.": "Nếu ủy quyền thành công, JSON tạo ra sẽ được chèn vào trường khóa. Bạn vẫn cần lưu kênh để áp dụng.",
     "If connecting to upstream One API or New API relay projects, use OpenAI type instead unless you know what you are doing": "Nếu kết nối với dự án relay One API hoặc New API upstream, hãy sử dụng loại OpenAI thay thế trừ khi bạn biết mình đang làm gì",
@@ -2918,10 +3270,12 @@
     "Image Cache": "Bộ nhớ đệm ảnh",
     "Image cache input price": "Giá đầu vào ảnh từ bộ nhớ đệm",
     "Image count": "Số lượng ảnh",
+    "Image count {{count}}": "Số lượng ảnh {{count}}",
     "Image Generation": "Tạo hình ảnh",
     "Image In": "Ảnh vào",
     "Image input": "Đầu vào hình ảnh",
     "Image input price": "Giá đầu vào hình ảnh",
+    "Image input unavailable": "Không hỗ trợ đầu vào hình ảnh",
     "Image not available": "Hình ảnh không khả dụng",
     "Image Out": "Ảnh ra",
     "Image output price": "Giá đầu ra hình ảnh",
@@ -2940,6 +3294,7 @@
     "In Progress": "Đang xử lý",
     "In the visual editor these appear as Extra visible and Hidden. In JSON, +: (or no prefix) adds a group and -: removes one.": "Trong trình chỉnh sửa trực quan, các quy tắc này hiển thị là «Hiển thị thêm» và «Ẩn». Trong JSON, +: (hoặc không có tiền tố) thêm nhóm và -: xóa nhóm.",
     "In:": "Vào:",
+    "Inactive disk cache cleared": "Đã xóa bộ nhớ đệm đĩa không hoạt động",
     "incident": "sự cố",
     "incidents": "sự cố",
     "Incidents": "Sự cố",
@@ -2950,6 +3305,7 @@
     "Include name": "Bao gồm tên",
     "Include quota": "Bao gồm hạn mức",
     "Include Rule Name": "Bao gồm tên quy tắc",
+    "Includes changes that require security verification, such as password, two-factor settings, and account deletion.": "Bao gồm các thay đổi cần xác minh bảo mật, như mật khẩu, cài đặt xác thực hai yếu tố và xóa tài khoản.",
     "Includes request rules": "Bao gồm quy tắc yêu cầu",
     "Includes tool-call surcharge": "Bao gồm phụ phí gọi công cụ",
     "Including failed requests, 0 = unlimited": "Bao gồm các yêu cầu thất bại, 0 = không giới hạn",
@@ -2959,6 +3315,8 @@
     "Incoming path must not include query": "Path đầu vào không được chứa query",
     "Incoming path must start with /": "Path đầu vào phải bắt đầu bằng /",
     "Incomplete": "Chưa hoàn tất",
+    "Incomplete capability": "Thiếu khả năng",
+    "Inconclusive sample": "Inconclusive sample",
     "Increase quota for user “{{name}}”": "Tăng hạn mức cho người dùng “{{name}}”",
     "Increase user quota": "Tăng hạn mức người dùng",
     "Increased user quota by {{quota}}": "Đã tăng hạn mức người dùng thêm {{quota}}",
@@ -2966,8 +3324,10 @@
     "Index request failed with HTTP {{status}}": "Yêu cầu chỉ mục thất bại với HTTP {{status}}",
     "Index URL": "URL chỉ mục",
     "Information unavailable": "Chưa đọc được thông tin",
+    "Inherit global Auto": "Inherit global Auto",
     "Inherit global Auto order": "Kế thừa thứ tự Auto toàn cục",
     "Inherit global default": "Kế thừa mặc định toàn cục",
+    "Inherit user group": "Inherit user group",
     "Inherit vendor icon": "Kế thừa biểu tượng nhà cung cấp",
     "Inherited": "Kế thừa",
     "Inherited from {{vendor}}": "Kế thừa từ {{vendor}}",
@@ -2979,18 +3339,24 @@
     "Initializing…": "Đang khởi tạo…",
     "Inpaint": "Inpaint",
     "Input": "Đầu vào",
+    "Input / Output / Cache": "Input / Output / Cache",
     "Input mode": "Chế độ nhập",
+    "Input pre-consume multiplier": "Hệ số khấu trừ trước cho đầu vào",
     "Input price": "Giá đầu vào",
     "Input price is required before saving dependent prices.": "Cần có giá đầu vào trước khi lưu các giá phụ thuộc.",
+    "Input Price: High to Low": "Giá đầu vào: Từ cao đến thấp",
+    "Input Price: Low to High": "Giá đầu vào: Thấp đến Cao",
     "Input token rate": "Tốc độ token đầu vào",
     "Input tokens": "Token đầu vào",
     "Input Tokens": "Token đầu vào",
+    "Insert a new priority tier": "Chèn mức ưu tiên mới",
     "Inset": "Khung trong",
     "Inspect requests, errors, and billing details": "Kiểm tra yêu cầu, lỗi và chi tiết thanh toán",
     "Inspect user prompts": "Kiểm tra lời nhắc của người dùng",
     "Install": "Cài đặt",
     "Install {{name}}": "Cài đặt {{name}}",
     "Install and enable": "Cài đặt và bật",
+    "Install, configure, test, and remove task plugins.": "Cài đặt, cấu hình, kiểm tra và gỡ bỏ plugin tác vụ.",
     "Installed": "Đã cài đặt",
     "Installed {{name}} v{{version}}": "Đã cài {{name}} v{{version}}",
     "Installed v{{from}} → marketplace v{{to}}": "Đã cài v{{from}} → chợ v{{to}}",
@@ -3014,13 +3380,30 @@
     "Interval must be at least 1 minute": "Khoảng thời gian phải ít nhất 1 phút",
     "Invalid (NaN)": "Không hợp lệ (NaN)",
     "Invalid adjustment parameters": "Tham số điều chỉnh hạn mức không hợp lệ",
+    "Invalid announcements format: {{error}}": "Định dạng thông báo không hợp lệ: {{error}}",
+    "Invalid API info format: {{error}}": "Định dạng thông tin API không hợp lệ: {{error}}",
+    "Invalid authorization code": "Mã ủy quyền không hợp lệ",
+    "Invalid Bark push URL": "URL đẩy Bark không hợp lệ",
+    "Invalid billing expression for model {{model}}: {{error}}": "Biểu thức tính phí của mô hình {{model}} không hợp lệ: {{error}}",
     "Invalid channel header override": "Cấu hình ghi đè tiêu đề kênh không hợp lệ",
+    "Invalid channel ID": "ID kênh không hợp lệ",
+    "Invalid channel priority move": "Thay đổi độ ưu tiên kênh không hợp lệ",
     "Invalid channel proxy": "Cấu hình proxy của kênh không hợp lệ",
+    "Invalid channel settings format: {{error}}": "Định dạng cài đặt kênh không hợp lệ: {{error}}",
     "Invalid chat link. Please contact the administrator.": "Liên kết trò chuyện không hợp lệ. Vui lòng liên hệ quản trị viên.",
     "Invalid chat link. Please contact your administrator.": "Liên kết trò chuyện không hợp lệ. Vui lòng liên hệ với quản trị viên của bạn.",
     "Invalid code": "Mã không hợp lệ",
+    "Invalid Discovery URL. Only http and https are supported": "Discovery URL không hợp lệ. Chỉ hỗ trợ http và https",
+    "Invalid email address": "Địa chỉ email không hợp lệ",
     "Invalid expression syntax": "Cú pháp biểu thức không hợp lệ",
+    "Invalid FAQ format: {{error}}": "Định dạng FAQ không hợp lệ: {{error}}",
+    "Invalid Gotify server URL": "URL máy chủ Gotify không hợp lệ",
+    "Invalid group blacklist": "Danh sách nhóm bị chặn không hợp lệ",
+    "Invalid group pool or model rule": "Invalid group pool or model rule",
+    "Invalid ID": "ID không hợp lệ",
     "Invalid inference server address": "Địa chỉ máy chủ suy luận không hợp lệ",
+    "Invalid input": "Dữ liệu nhập không hợp lệ",
+    "Invalid input {{error}}": "Dữ liệu nhập không hợp lệ {{error}}",
     "Invalid items format": "Định dạng mục không hợp lệ",
     "Invalid JSON": "JSON không hợp lệ",
     "Invalid JSON format": "Định dạng JSON không hợp lệ",
@@ -3028,11 +3411,19 @@
     "Invalid JSON in parameter override template": "JSON không hợp lệ trong mẫu ghi đè tham số",
     "Invalid JSON string.": "Chuỗi JSON không hợp lệ.",
     "Invalid model mapping format": "Định dạng ánh xạ mô hình không hợp lệ",
+    "Invalid parameters": "Tham số không hợp lệ",
     "Invalid Passkey domain. Enter a domain without a scheme, port, path or wildcard.": "Tên miền khóa truy cập không hợp lệ. Chỉ nhập tên miền, không có giao thức, cổng, đường dẫn hoặc ký tự đại diện.",
+    "Invalid Passkey login state": "Trạng thái đăng nhập bằng khóa truy cập không hợp lệ",
     "Invalid Passkey registration response": "Phản hồi đăng ký Passkey không hợp lệ",
     "Invalid Passkey response": "Phản hồi Passkey không hợp lệ",
+    "Invalid Passkey verification request": "Yêu cầu xác minh khóa truy cập không hợp lệ",
     "Invalid payment redirect URL": "URL chuyển hướng thanh toán không hợp lệ",
     "Invalid pricing value": "Giá trị định giá không hợp lệ",
+    "Invalid provider ID": "ID nhà cung cấp không hợp lệ",
+    "Invalid request": "Yêu cầu không hợp lệ",
+    "Invalid request body.": "Nội dung yêu cầu không hợp lệ.",
+    "Invalid request parameter format": "Định dạng tham số yêu cầu không hợp lệ",
+    "Invalid request parameters: {{error}}": "Tham số yêu cầu không hợp lệ: {{error}}",
     "Invalid reset link, please request a new password reset": "Liên kết đặt lại không hợp lệ, vui lòng yêu cầu đặt lại mật khẩu mới",
     "Invalid reset link, please request a new password reset.": "Liên kết đặt lại không hợp lệ, vui lòng yêu cầu đặt lại mật khẩu mới.",
     "Invalid response": "Phản hồi không hợp lệ",
@@ -3040,12 +3431,21 @@
     "Invalid status code mapping entries: {{entries}}": "Mục ánh xạ mã trạng thái không hợp lệ: {{entries}}",
     "Invalid status code rules": "Quy tắc mã trạng thái không hợp lệ",
     "Invalid status code rules: {{tokens}}": "Quy tắc mã trạng thái không hợp lệ: {{tokens}}",
+    "Invalid subscription ID": "ID đăng ký không hợp lệ",
+    "Invalid top-up amount": "Số lượng nạp không hợp lệ",
+    "Invalid top-up quota": "Hạn mức nạp không hợp lệ",
+    "Invalid Uptime Kuma group settings format: {{error}}": "Định dạng cài đặt nhóm Uptime Kuma không hợp lệ: {{error}}",
+    "Invalid user ID": "ID người dùng không hợp lệ",
     "Invalid vLLM server address": "Địa chỉ máy chủ vLLM không hợp lệ",
+    "Invalid warning type": "Loại cảnh báo không hợp lệ",
+    "Invalid Webhook URL": "URL Webhook không hợp lệ",
     "Invalidate": "Vô hiệu hóa",
     "Invalidated": "Đã vô hiệu",
     "Invert match": "Đảo điều kiện khớp",
     "Invitation Code": "Mã mời",
+    "Invitation code bonus {{quota}}": "Thưởng mã mời {{quota}}",
     "Invitation Quota": "Hạn mức lời mời",
+    "Invitation quota is insufficient!": "Hạn ngạch mời không đủ!",
     "Invite Info": "Thông tin mời",
     "Invited": "Đã mời",
     "Invited {{count}} users": "Đã mời {{count}} người",
@@ -3053,9 +3453,11 @@
     "Invited Users": "Người dùng được mời",
     "Invitee Reward": "Referral reward",
     "Inviter": "Người mời",
+    "Inviter ID: {{id}}": "ID người mời: {{id}}",
     "Inviter Reward": "Phần thưởng người mời",
     "Invites": "Mời",
     "Invoke developer-defined functions with structured arguments": "Gọi các hàm do nhà phát triển định nghĩa với đối số có cấu trúc",
+    "InvokeModel (legacy)": "InvokeModel (API cũ)",
     "io.net API Key": "Khóa API io.net",
     "io.net Deployments": "Triển khai io.net",
     "IP": "IP",
@@ -3065,7 +3467,6 @@
     "IP Whitelist (supports CIDR)": "Danh sách trắng IP (hỗ trợ CIDR)",
     "IP: {{ip}} · Method: {{method}}": "IP: {{ip}} · Phương thức: {{method}}",
     "is less than the configured maximum cache size": "nhỏ hơn kích thước bộ nhớ đệm tối đa đã cấu hình",
-    "Later requests follow the new channel.": "Các yêu cầu sau sẽ dùng kênh mới.",
     "is the default price; ": "là giá mặc định; ",
     "It seems like the page you're looking for": "Có vẻ như trang bạn đang tìm kiếm",
     "Items": "Mục",
@@ -3073,6 +3474,7 @@
     "JavaScript file": "Tệp JavaScript",
     "Jimeng": "Jimeng",
     "Jina": "Jina",
+    "Join the same priority tier": "Tham gia cùng mức ưu tiên",
     "JSON": "JSON",
     "JSON array of group identifiers. When enabled below, new tokens rotate through this list.": "Mảng JSON của các định danh nhóm. Khi được bật bên dưới, các token mới sẽ luân phiên qua danh sách này.",
     "JSON Editor": "Trình chỉnh sửa JSON",
@@ -3104,14 +3506,20 @@
     "Keep original value": "Giữ giá trị gốc",
     "Keep original value (skip if target exists)": "Giữ giá trị gốc (bỏ qua nếu đích đã tồn tại)",
     "Keep the domains used by existing Passkeys, one per line. If the primary domain changed from www.example.com to example.com, enter www.example.com here.": "Giữ các tên miền mà khóa truy cập hiện có sử dụng, mỗi dòng một tên miền. Nếu tên miền chính đổi từ www.example.com sang example.com, hãy giữ www.example.com tại đây.",
+    "Keep the names users call; change what is sent upstream.": "Giữ tên người dùng gọi, đổi tên gửi lên nhà cung cấp.",
     "Keep the platform ready": "Giữ nền tảng luôn sẵn sàng",
     "Keep the session binding when the channel is unavailable": "Giữ liên kết phiên khi kênh không khả dụng",
     "Keep this above 1 minute to avoid heavy database load": "Giữ cái này trên 1 phút để tránh tải nặng cơ sở dữ liệu",
     "Keep this vendor": "Giữ nhà cung cấp này",
+    "Keep upstream names; choose what users call.": "Giữ tên phía nhà cung cấp, đặt tên để người dùng gọi.",
     "Keep-alive Ping": "Ping duy trì",
     "Keeps compatible responses more repeatable": "Giúp phản hồi tương thích dễ lặp lại hơn",
     "Key": "Khóa",
+    "Key deleted": "Đã xóa khóa",
+    "Key disabled": "Đã tắt khóa",
+    "Key enabled": "Đã bật khóa",
     "Key Fingerprint": "Vân tay khóa",
+    "Key index out of range": "Chỉ mục khóa nằm ngoài phạm vi",
     "Key Sources": "Nguồn khóa",
     "Key Summary": "Tóm tắt khóa",
     "Key Update Mode": "Chế độ cập nhật khóa",
@@ -3126,8 +3534,11 @@
     "Language preference saved": "Đã lưu tùy chọn ngôn ngữ",
     "Language Preferences": "Tùy chọn ngôn ngữ",
     "Language preferences sync across your signed-in devices and affect API error messages.": "Tùy chọn ngôn ngữ sẽ đồng bộ trên các thiết bị đã đăng nhập và ảnh hưởng đến ngôn ngữ thông báo lỗi API.",
+    "Last 18 checks": "Last 18 checks",
+    "Last 24 hours, all users. Actual charges divided by total input and output tokens. Historical average, not a price quote.": "Last 24 hours, all users. Actual charges divided by total input and output tokens. Historical average, not a price quote.",
     "Last 24h usage": "Sử dụng 24h qua",
     "Last 30 days uptime": "Uptime 30 ngày qua",
+    "Last 6 hours": "Last 6 hours",
     "Last active {{time}} · Expires {{expires}}": "Hoạt động gần nhất {{time}} · Hết hạn {{expires}}",
     "Last check time": "Thời gian kiểm tra gần nhất",
     "Last detected addable models": "Mô hình có thể thêm được phát hiện gần nhất",
@@ -3137,14 +3548,16 @@
     "Last Tested": "Được kiểm tra lần cuối",
     "Last updated": "Cập nhật lần cuối",
     "Last updated:": "Cập nhật lần cuối:",
-    "Last used": "Lần dùng cuối",
     "Last Used": "Dùng lần cuối",
-    "Last used IP": "IP sử dụng gần nhất",
+    "Last used {{time}}": "Dùng lần cuối lúc {{time}}",
     "Last used:": "Lần cuối sử dụng:",
     "Latency": "Độ trễ",
     "Latency check": "Kiểm tra độ trễ",
     "Latency short": "Trễ",
     "Latency trend (last 24h)": "Xu hướng độ trễ (24 giờ qua)",
+    "Later": "Để sau",
+    "Later requests follow the new channel.": "Các yêu cầu sau sẽ dùng kênh mới.",
+    "Latest 30 valid calls per model; first-token time uses streaming calls. Model tests fill missing samples. Throughput is output tokens divided by total request time.": "Trung bình 30 lệnh gọi hợp lệ gần nhất của từng mô hình; thời gian token đầu dùng lệnh gọi phát trực tiếp. Kiểm thử mô hình bổ sung khi thiếu mẫu. Thông lượng = token đầu ra / tổng thời gian yêu cầu.",
     "Latest platform updates and notices": "Cập nhật và thông báo nền tảng mới nhất",
     "Latest version": "Phiên bản mới nhất",
     "Lavender Dream": "Mộng hoa oải hương",
@@ -3169,15 +3582,19 @@
     "Leave empty to use account email": "Để trống để sử dụng email tài khoản",
     "Leave empty to use default": "Để trống để sử dụng mặc định",
     "Leave empty to use system temp directory": "Để trống để sử dụng thư mục tạm của hệ thống",
+    "Leave empty to use the site default ({{amount}})": "Để trống để dùng giá trị mặc định của trang ({{amount}})",
     "Leave empty to use username": "Để trống để sử dụng tên người dùng",
     "Leave the final split empty as the fallback for models not matched above.": "Để nhánh cuối trống làm dự phòng cho các model chưa khớp ở trên.",
     "Leave this empty only for the final fallback split; it catches client models not matched above.": "Chỉ để trống cho nhánh dự phòng cuối cùng; nhánh này nhận các model client chưa khớp ở trên.",
     "Left to Right": "Trái sang phải",
+    "Legacy access tokens have been retired. Create a new access token in security settings": "Token truy cập cũ đã ngừng sử dụng. Hãy tạo token truy cập mới trong cài đặt bảo mật",
+    "Legacy Astra model guard (deprecated)": "Legacy Astra model guard (deprecated)",
     "Legacy Format (JSON Object)": "Định dạng cũ (đối tượng JSON)",
     "Legacy format must be a JSON object": "Định dạng cũ phải là đối tượng JSON",
     "Legacy Format Template": "Mẫu định dạng cũ",
     "Legacy full-URL integration; use Advanced Custom for new channels": "Cách kết nối cũ bằng URL yêu cầu đầy đủ; nên dùng Tùy chỉnh nâng cao cho kênh mới",
     "Legacy pricing is deprecated. Convert the current prices to an expression draft, then save to apply it.": "Chế độ giá cũ không còn được khuyến nghị. Chuyển giá hiện tại sang bản nháp biểu thức rồi lưu để áp dụng.",
+    "Legacy token": "Token cũ",
     "Legal": "Pháp lý",
     "Less": "Ít hơn",
     "Less than": "Nhỏ hơn",
@@ -3199,6 +3616,7 @@
     "Linked account": "Tài khoản đã liên kết",
     "Linked models": "Mô hình liên kết",
     "Linked records are counted once. Matching rules show their covered models separately.": "Mỗi bản ghi liên kết được tính một lần. Số mô hình khớp quy tắc được hiển thị riêng.",
+    "Linux DO trust level does not meet the minimum required by administrator": "Cấp độ tin cậy Linux DO chưa đạt mức tối thiểu do quản trị viên đặt",
     "LinuxDO": "LinuxDO",
     "LinuxDO Client ID": "LinuxDO Mã khách hàng",
     "LinuxDO Client Secret": "LinuxDO Bí mật máy khách",
@@ -3208,6 +3626,11 @@
     "List view": "Xem dạng danh sách",
     "Listing also depends on metadata visibility and the user’s group access.": "Việc hiển thị còn phụ thuộc vào cài đặt siêu dữ liệu và quyền truy cập nhóm của người dùng.",
     "Listing hidden": "Đã ẩn",
+    "Live group status and ModelTrace fingerprints.": "Live group status and ModelTrace fingerprints.",
+    "Live group status, model fingerprints and recent pelican works.": "Live group status, model fingerprints and recent pelican works.",
+    "Live group status, model fingerprints and recent vision works.": "Live group status, model fingerprints and recent vision works.",
+    "Live group status, ModelTrace fingerprints and auxiliary Meow benchmarks.": "Live group status, ModelTrace fingerprints and auxiliary Meow benchmarks.",
+    "Live group status, ModelTrace fingerprints and candy tests.": "Live group status, ModelTrace fingerprints and candy tests.",
     "Live refresh pauses when no task is running": "Tự động làm mới tạm dừng khi không có tác vụ nào đang chạy",
     "LLM Leaderboard": "Bảng xếp hạng LLM",
     "LLM prompt helper": "Trợ lý prompt LLM",
@@ -3216,6 +3639,7 @@
     "Load template...": "Tải mẫu...",
     "Loader": "Trình tải",
     "Loading": "Đang tải",
+    "Loading API key settings. The empty fields below are not the saved configuration.": "Loading API key settings. The empty fields below are not the saved configuration.",
     "Loading channel details": "Đang tải chi tiết kênh",
     "Loading configuration": "Đang tải cấu hình",
     "Loading content settings...": "Đang tải cài đặt nội dung...",
@@ -3231,6 +3655,7 @@
     "Loading...": "Đang tải...",
     "Local": "Địa phương",
     "Local Billing": "Thanh toán nội địa",
+    "Local check": "Kiểm tra cục bộ",
     "Local Estimate (billing-usage-anthropic)": "Ước tính cục bộ (billing-usage-anthropic)",
     "Local Estimate (billing-usage-gemini)": "Ước tính cục bộ (billing-usage-gemini)",
     "Local Estimate (billing-usage-openai)": "Ước tính cục bộ (billing-usage-openai)",
@@ -3243,10 +3668,13 @@
     "Log cleanup task started.": "Đã bắt đầu tác vụ dọn dẹp nhật ký.",
     "Log Details": "Chi tiết Nhật ký",
     "Log Directory": "Thư mục nhật ký",
+    "Log export is disabled": "Tính năng xuất nhật ký đã bị tắt",
     "Log File Count": "Số tệp nhật ký",
     "Log files older than {{value}} days will be deleted.": "Các tệp nhật ký cũ hơn {{value}} ngày sẽ bị xóa.",
     "Log IP address for usage and error logs": "Ghi lại địa chỉ IP cho nhật ký sử dụng và lỗi",
     "Log Maintenance": "Bảo trì Nhật ký",
+    "Log recording": "Ghi nhật ký",
+    "Log search and export": "Tìm kiếm và xuất nhật ký",
     "Log Type": "Loại nhật ký",
     "Logged in successfully via {{method}}": "Đăng nhập thành công qua {{method}}",
     "Logic": "Logic",
@@ -3262,26 +3690,31 @@
     "Logo": "Logo",
     "Logo URL": "URL Logo",
     "Logs": "Nhật ký",
-    "Make sure you understand these effects before enabling.": "Hãy chắc chắn bạn hiểu các ảnh hưởng này trước khi bật.",
-    "Maximum retries": "Số lần thử lại tối đa",
     "Long passwords are unavailable until the password storage upgrade is complete.": "Mật khẩu dài chỉ khả dụng sau khi hoàn tất nâng cấp hệ thống lưu trữ mật khẩu.",
+    "Longest log time range (days)": "Khoảng thời gian nhật ký tối đa (ngày)",
     "Look for a special ratio rule matching this user group and this billing group. If one exists, use its ratio. Otherwise use the billing group base ratio from the pricing table.": "Tìm quy tắc hệ số đặc biệt khớp với nhóm người dùng và nhóm tính phí này. Nếu có thì dùng hệ số của quy tắc, nếu không thì dùng hệ số cơ bản của nhóm tính phí trong bảng định giá.",
     "Low balance": "Số dư thấp",
+    "Low balance reminder": "Nhắc nhở khi số dư thấp",
+    "Low cost first": "Low cost first",
+    "Lower priority numbers run first. Equal priorities use round-robin. Removing a pool group also removes its rule references.": "Lower priority numbers run first. Equal priorities use round-robin. Removing a pool group also removes its rule references.",
     "Lowest median first-token latency": "Độ trễ trung vị token đầu tiên thấp nhất",
     "m": "m",
     "Maintenance": "Bảo trì",
     "Make extra groups visible to, or hide default groups from, users of a specific group.": "Hiển thị thêm nhóm cho người dùng của một nhóm cụ thể, hoặc ẩn các nhóm mặc định khỏi họ.",
     "Make it easier for teammates to pick the right group.": "Giúp đồng đội dễ dàng chọn đúng nhóm hơn.",
+    "Make sure you understand these effects before enabling.": "Hãy chắc chắn bạn hiểu các ảnh hưởng này trước khi bật.",
     "Manage": "Quản lý",
     "Manage account bindings for this user": "Quản lý liên kết tài khoản cho người dùng này",
     "Manage Bindings": "Quản lý liên kết",
     "Manage catalog visibility and pricing.": "Quản lý hiển thị danh mục và giá cả.",
     "Manage custom OAuth providers for user authentication": "Quản lý nhà cung cấp OAuth tùy chỉnh để xác thực người dùng",
+    "Manage display": "Manage display",
     "Manage Keys": "Quản lý Khóa",
     "Manage local models for:": "Quản lý mô hình cục bộ cho:",
     "Manage metadata, pricing, and channel connections. Each section saves separately.": "Quản lý siêu dữ liệu, giá và liên kết kênh. Mỗi phần được lưu riêng.",
     "Manage multi-key status and configuration for this channel": "Quản lý trạng thái và cấu hình đa khóa cho kênh này",
     "Manage Ollama Models": "Quản lý mô hình Ollama",
+    "Manage pricing, visibility and automatic routing for your groups.": "Quản lý giá, phạm vi hiển thị và định tuyến tự động cho các nhóm.",
     "Manage server log files. Log files accumulate over time; regular cleanup is recommended to free disk space.": "Quản lý tệp nhật ký máy chủ. Tệp nhật ký tích lũy theo thời gian; nên dọn dẹp định kỳ để giải phóng dung lượng đĩa.",
     "Manage sources": "Quản lý nguồn",
     "Manage subscription plans and pricing.": "Quản lý gói đăng ký và giá cả.",
@@ -3290,7 +3723,10 @@
     "Manage Vendors": "Quản lý Nhà cung cấp",
     "Manage your LinuxDO OAuth app": "Quản lý ứng dụng OAuth LinuxDO của bạn",
     "Manage your security settings and account access": "Quản lý cài đặt bảo mật và quyền truy cập tài khoản của bạn",
+    "Mantle (Messages API)": "Mantle (Messages API)",
+    "Manual detection uses your wallet balance.": "Manual detection uses your wallet balance.",
     "Manual Disabled": "Vô hiệu hóa thủ công",
+    "Manual labels only; they do not change pricing, permissions or routing. Save new groups before editing their tags.": "Manual labels only; they do not change pricing, permissions or routing. Save new groups before editing their tags.",
     "Map fields from the user info response to local user attributes. Supports nested paths (e.g. ocs.data.id).": "Ánh xạ các trường từ phản hồi thông tin người dùng sang thuộc tính người dùng cục bộ. Hỗ trợ đường dẫn lồng nhau (ví dụ: ocs.data.id).",
     "Map model identifiers to Gemini API versions. A `default` entry applies when no specific match is found.": "Ánh xạ các mã định danh mô hình với các phiên bản API Gemini. Một mục `default` áp dụng khi không tìm thấy kết quả khớp cụ thể nào.",
     "Map request model names to actual provider model names (JSON format)": "Ánh xạ tên mô hình yêu cầu đến tên mô hình thực tế của nhà cung cấp (định dạng JSON)",
@@ -3333,6 +3769,7 @@
     "Max Successful Requests": "Yêu cầu thành công tối đa",
     "Max Tokens": "Token tối đa",
     "Maximum {{max}} groups selected": "Đã chọn tối đa {{max}} nhóm",
+    "Maximum 100 redemption codes can be generated at once": "Mỗi lần chỉ tạo được tối đa 100 mã đổi thưởng",
     "Maximum 1000 characters. Supports Markdown and HTML.": "Tối đa 1000 ký tự. Hỗ trợ Markdown và HTML.",
     "Maximum 200 characters": "Tối đa 200 ký tự",
     "Maximum 500 characters. Supports Markdown and HTML.": "Tối đa 500 ký tự. Hỗ trợ Markdown và HTML.",
@@ -3343,7 +3780,9 @@
     "Maximum number of channels tested at the same time (1-32)": "Số kênh tối đa được kiểm tra cùng lúc (1–32)",
     "Maximum number of tokens each user can create. Default 1000. Setting too large may affect performance.": "Số lượng token tối đa mỗi người dùng có thể tạo. Mặc định là 1000. Đặt quá lớn có thể ảnh hưởng đến hiệu suất.",
     "Maximum number of tokens in the response": "Số token tối đa trong phản hồi",
+    "Maximum number of tokens reached ({{max}})": "Đã đạt số lượng token tối đa ({{max}})",
     "Maximum quota amount awarded for check-in": "Số lượng hạn ngạch tối đa được trao cho điểm danh",
+    "Maximum retries": "Số lần thử lại tối đa",
     "Maximum tokens including hidden reasoning tokens": "Số token tối đa bao gồm token suy luận ẩn",
     "Maximum tokens per response": "Số token tối đa mỗi phản hồi",
     "Maximum tokens per user": "Số token tối đa trên mỗi người dùng",
@@ -3361,6 +3800,10 @@
     "Memory": "Bộ nhớ",
     "Memory Hits": "Lượt truy cập bộ nhớ",
     "Memory Threshold (%)": "Ngưỡng bộ nhớ (%)",
+    "Meow benchmark · auxiliary": "Meow benchmark · auxiliary",
+    "Meow quick test · 32 probes per channel.": "Meow quick test · 32 probes per channel.",
+    "Meow results are auxiliary and do not affect the fingerprint downgrade rate.": "Meow results are auxiliary and do not affect the fingerprint downgrade rate.",
+    "Meow strong evidence for Astra counts as matched; strong evidence for another model counts as downgraded. Inconclusive rounds are excluded. Pelican quality is assessed separately.": "Meow strong evidence for Astra counts as matched; strong evidence for another model counts as downgraded. Inconclusive rounds are excluded. Pelican quality is assessed separately.",
     "Merchant ID": "Mã thương gia",
     "Merchant ID is required": "Bắt buộc nhập Merchant ID",
     "Merge into Other": "Gộp vào Khác",
@@ -3379,6 +3822,7 @@
     "Min Top-up": "Nạp tối thiểu",
     "Min Top-up:": "Nạp tối thiểu:",
     "MiniMax": "MiniMax",
+    "Minimum {{amount}}": "Tối thiểu {{amount}}",
     "Minimum check-in quota": "Hạn ngạch điểm danh tối thiểu",
     "Minimum LinuxDO trust level required": "Yêu cầu mức độ tin cậy {{LinuxDO}} tối thiểu",
     "Minimum quota amount awarded for check-in": "Số lượng hạn ngạch tối thiểu được trao cho điểm danh",
@@ -3389,6 +3833,7 @@
     "Minimum top-up amount must be at least 1": "Số tiền nạp tối thiểu phải từ 1 trở lên",
     "Minimum top-up quantity": "Số lượng nạp tối thiểu",
     "Minimum topup amount: {{amount}}": "Số tiền nạp tối thiểu: {{amount}}",
+    "Minimum transfer quota is {{min}}!": "Hạn ngạch chuyển tối thiểu là {{min}}!",
     "Minimum Trust Level": "Mức độ tin cậy tối thiểu",
     "Minimum:": "Tối thiểu:",
     "Minor blips in the last 30 days": "Vài gián đoạn nhỏ trong 30 ngày qua",
@@ -3396,9 +3841,13 @@
     "Minute": "Phút",
     "minutes": "phút",
     "Missing code": "Thiếu mã",
+    "Missing group ID": "Thiếu ID nhóm",
     "Missing metadata": "Thiếu siêu dữ liệu",
+    "Missing model ID": "Thiếu ID mô hình",
     "Missing Models": "Thiếu Mô hình",
+    "Missing parameter rule_name, or use all=true to clear everything": "Thiếu tham số rule_name, hoặc dùng all=true để xóa toàn bộ",
     "Missing user data from Passkey login response": "Thiếu dữ liệu người dùng từ phản hồi đăng nhập Passkey",
+    "Missing vendor ID": "Thiếu ID nhà cung cấp",
     "Mistral": "Mistral",
     "MjProxy": "MjProxy",
     "MjProxyPlus": "MjProxyPlus",
@@ -3422,10 +3871,14 @@
     "Model deployment service is disabled": "Dịch vụ triển khai mô hình đang bị tắt",
     "Model Description": "Mô tả Mô hình",
     "Model details": "Chi tiết mô hình",
+    "Model detection is always active. When off, mismatched results are delivered and logged. When on, mismatched results are rejected and a safe channel switch is attempted.": "Model detection is always active. When off, mismatched results are delivered and logged. When on, mismatched results are rejected and a safe channel switch is attempted.",
     "Model disabled successfully": "Model đã được vô hiệu hóa thành công",
     "Model discovery uses the first key; other keys are not tested.": "Mô hình được lấy bằng khóa đầu tiên; các khóa khác chưa được kiểm tra.",
     "Model discovery uses the saved channel connection settings.": "Việc lấy mô hình sử dụng cài đặt kết nối đã lưu của kênh.",
     "Model enabled successfully": "Model đã được kích hoạt thành công",
+    "Model fingerprint": "Model fingerprint",
+    "Model fixed price {{model_price}}, group ratio {{group_ratio}}, action {{action}}": "Giá cố định của mô hình {{model_price}}, hệ số nhóm {{group_ratio}}, thao tác {{action}}",
+    "Model fixed price {{model_price}}, group ratio {{group_ratio}}, action {{action}}, ID {{id}}": "Giá cố định của mô hình {{model_price}}, hệ số nhóm {{group_ratio}}, thao tác {{action}}, ID {{id}}",
     "Model fixed pricing": "Fixed-price model",
     "Model Group": "Nhóm Mô hình",
     "Model hidden from model square": "Đã ẩn mô hình khỏi kho mô hình",
@@ -3445,14 +3898,20 @@
     "Model mappings are being edited in the floating panel.": "Ánh xạ mô hình đang được chỉnh sửa trong bảng nổi.",
     "Model metadata": "Siêu dữ liệu mô hình",
     "Model metadata saved": "Đã lưu siêu dữ liệu mô hình",
+    "Model mismatch allowed": "Model mismatch allowed",
     "Model name": "Tên mẫu",
     "Model Name": "Tên mẫu",
     "Model Name *": "Tên mẫu *",
+    "Model name already exists": "Tên mô hình đã tồn tại",
+    "Model name cannot be empty": "Tên mô hình không được để trống",
     "Model name is required": "Tên mô hình là bắt buộc",
+    "Model name is too long: {{model}}": "Tên mô hình quá dài: {{model}}",
     "Model names copied to clipboard": "Tên mô hình đã được sao chép vào bộ nhớ tạm",
     "Model not found": "Không tìm thấy mô hình",
     "Model performance metrics": "Chỉ số hiệu năng mô hình",
+    "Model preferences": "Model preferences",
     "Model Price": "Giá mô hình",
+    "Model price {{model_price}}, group ratio {{group_ratio}}": "Giá mô hình {{model_price}}, hệ số nhóm {{group_ratio}}",
     "Model price is not configured. Please complete model pricing in settings.": "Giá mô hình chưa được cấu hình. Vui lòng hoàn tất định giá mô hình trong cài đặt.",
     "Model Price Not Configured": "Giá mô hình chưa được cấu hình",
     "Model prices": "Giá mô hình",
@@ -3462,13 +3921,16 @@
     "Model pricing saved": "Đã lưu giá mô hình",
     "Model pull failed: {{msg}}": "Tải mô hình thất bại: {{msg}}",
     "Model ratio": "Tỷ lệ mô hình",
+    "Model ratio {{model_ratio}}, completion ratio {{completion_ratio}}, audio ratio {{audio_ratio}}, audio completion ratio {{audio_completion_ratio}}, group ratio {{group_ratio}}": "Hệ số mô hình {{model_ratio}}, hệ số hoàn thành {{completion_ratio}}, hệ số âm thanh {{audio_ratio}}, hệ số hoàn thành âm thanh {{audio_completion_ratio}}, hệ số nhóm {{group_ratio}}",
     "Model ratios": "Tỷ lệ mô hình",
+    "Model ratios reset": "Đã đặt lại hệ số mô hình",
     "Model ratios reset successfully": "Tỷ lệ mô hình đã được đặt lại thành công",
     "Model redirect is unavailable": "Chuyển hướng mô hình không khả dụng",
     "Model redirects": "Chuyển hướng mô hình",
     "Model Regex": "Regex mô hình",
     "Model Regex (one per line)": "Regex mô hình (mỗi dòng một mục)",
     "Model regex cannot be empty": "Regex model không được để trống",
+    "Model rules": "Model rules",
     "Model scope": "Phạm vi mô hình",
     "Model selected": "Đã chọn mô hình",
     "Model shown in model square": "Đã hiển thị mô hình trong kho mô hình",
@@ -3476,8 +3938,21 @@
     "Model Square": "Quảng trường mô hình",
     "Model square visibility": "Hiển thị",
     "Model Tags": "Thẻ mô hình",
+    "Model test": "Kiểm tra mô hình",
     "Model to use for testing": "Mô hình dùng để kiểm thử",
     "Model to use when testing channel connectivity": "Mô hình để sử dụng khi kiểm tra kết nối kênh",
+    "Model verification": "Model verification",
+    "Model verification: accepted": "Model verification: accepted",
+    "Model verification: confirmation_buffer_limit": "Model confirmation data exceeded limit",
+    "Model verification: confirmation_timeout": "Model confirmation timed out",
+    "Model verification: mismatch_allowed": "Model verification: mismatch_allowed",
+    "Model verification: mismatch_rejected": "Model verification: mismatch_rejected",
+    "Model verification: missing_model": "Upstream model missing",
+    "Model verification: model_mismatch": "Response model mismatch",
+    "Model verification: pending": "Model verification: pending",
+    "Model verification: switched_success": "Switched successfully",
+    "Model verification: transport_error": "Transport error",
+    "Model verification: unchecked": "Model verification: unchecked",
     "Model Version": "Phiên bản mô hình",
     "Model Version *": "Phiên bản mô hình *",
     "Model-scoped only": "Chỉ theo mô hình",
@@ -3508,13 +3983,16 @@
     "Models updated successfully": "Mô hình đã được cập nhật thành công",
     "Models used on this site": "Mô hình được dùng trên trang này",
     "models.dev pricing preset": "Bộ giá models.dev",
+    "ModelTrace · 3 independent probes per channel.": "ModelTrace · 3 independent probes per channel.",
+    "ModelTrace fingerprint": "ModelTrace fingerprint",
+    "ModelTrace is the primary signal. Three valid probes, at least 80% candidate probability and a 0.5 score gap are required for classification. Other rounds are inconclusive. Probabilities are relative to the candidate bank.": "ModelTrace is the primary signal. Three valid probes, at least 80% candidate probability and a 0.5 score gap are required for classification. Other rounds are inconclusive. Probabilities are relative to the candidate bank.",
     "Modify existing subscription plan configuration": "Sửa đổi cấu hình gói đăng ký hiện có",
     "Module availability": "Khả dụng của mô-đun",
     "MokaAI": "MokaAI",
     "Monitor": "Giám sát",
     "Monitor balance, usage, and request volume": "Theo dõi số dư, mức dùng và số lượng yêu cầu",
     "Monitored relay requests": "Yêu cầu relay được giám sát",
-    "Monitoring & Alerts": "Giám sát & Cảnh báo",
+    "Monitoring status": "Monitoring status",
     "Month": "Tháng",
     "Month number": "Số tháng",
     "Monthly": "Hàng tháng",
@@ -3536,6 +4014,7 @@
     "Move {{group}} up": "Di chuyển {{group}} lên",
     "Move a request header": "Di chuyển header yêu cầu",
     "Move affiliate rewards to your main balance": "Chuyển phần thưởng liên kết vào số dư chính của bạn",
+    "Move channels into a priority tier or between tiers. Priority values update automatically.": "Kéo kênh vào cùng mức hoặc giữa các mức ưu tiên. Giá trị ưu tiên được tính tự động.",
     "Move fallback to end": "Đưa dự phòng xuống cuối",
     "Move Field": "Di chuyển trường",
     "Move Header": "Di chuyển tiêu đề",
@@ -3545,6 +4024,7 @@
     "Move source field to target field": "Di chuyển trường nguồn sang trường đích",
     "ms": "ms",
     "Multi-key channel: Keys will be": "Kênh đa khóa: Các khóa sẽ là",
+    "Multi-key channels do not support balance queries": "Kênh đa khóa không hỗ trợ truy vấn số dư",
     "Multi-Key Management": "Quản lý đa khóa",
     "Multi-key management {{action}} on channel (ID: {{id}})": "Quản lý đa khóa {{action}} trên kênh (ID: {{id}})",
     "Multi-Key Mode (multiple keys, one channel)": "Chế độ đa phím (nhiều phím, một kênh)",
@@ -3568,6 +4048,8 @@
     "Multipliers for recharge pricing based on user groups.": "Hệ số nhân cho việc định giá nạp tiền dựa trên nhóm người dùng.",
     "Must be a valid URL": "Phải là URL hợp lệ",
     "Must be at least 8 characters": "Phải có ít nhất 8 ký tự",
+    "Must be greater than 0": "Phải lớn hơn 0",
+    "Must be greater than or equal to 0": "Phải lớn hơn hoặc bằng 0",
     "My Subscriptions": "Gói đăng ký của tôi",
     "my-status": "trạng thái của tôi",
     "MySQL detected": "Đã phát hiện MySQL",
@@ -3580,6 +4062,7 @@
     "Name is available": "Tên có sẵn",
     "Name is not available": "Tên không có sẵn",
     "Name Matching Rule": "Quy tắc khớp tên",
+    "Name must be 64 characters or fewer": "Tên không được dài quá 64 ký tự",
     "Name must be between {{min}} and {{max}} characters": "Tên phải có giữa {{min}} và {{max}} ký tự",
     "Name Rule": "Quy tắc đặt tên",
     "Name Suffix": "Hậu tố tên",
@@ -3603,6 +4086,7 @@
     "Network proxy for this channel (supports HTTP, HTTPS, SOCKS5, and SOCKS5H)": "Proxy mạng cho kênh này (hỗ trợ HTTP, HTTPS, SOCKS5 và SOCKS5H)",
     "Never": "Không bao giờ",
     "Never expires": "Không hết hạn",
+    "Never used": "Chưa từng dùng",
     "Never used an API Gateway?": "Chưa bao giờ sử dụng API Gateway?",
     "NEW": "MỚI",
     "New API": "API mới",
@@ -3616,6 +4100,7 @@
     "New metadata": "Siêu dữ liệu mới",
     "New model": "Mô hình mới",
     "New Models ({{count}})": "Mô hình mới ({{count}})",
+    "New models: all metadata shown below will be imported automatically. No selection is needed.": "Mô hình mới: toàn bộ siêu dữ liệu bên dưới sẽ được nhập tự động, không cần chọn.",
     "New name will be:": "Tên mới sẽ là:",
     "New Passkeys use the primary domain. Compatible domains keep existing Passkeys working.": "Khóa truy cập mới sử dụng tên miền chính. Các tên miền tương thích giúp khóa truy cập hiện có tiếp tục hoạt động.",
     "New Passkeys use this domain. Enter a domain without https://, a port or a path. An empty field uses the system website address.": "Khóa truy cập mới sử dụng tên miền này. Chỉ nhập tên miền, không kèm https://, cổng hoặc đường dẫn. Để trống sẽ sử dụng địa chỉ trang web của hệ thống.",
@@ -3623,8 +4108,12 @@
     "New password": "Mật khẩu mới",
     "New Password": "Mật khẩu mới",
     "New password must be different from current password": "Mật khẩu mới phải khác với mật khẩu hiện tại",
+    "New priority: {{priority}}": "Mức ưu tiên mới: {{priority}}",
+    "New priority: {{priority}} · {{count}} channels affected": "Độ ưu tiên mới: {{priority}} · ảnh hưởng {{count}} kênh",
     "New records include the fields below. Existing fields are kept unless explicitly selected.": "Bản ghi mới bao gồm các trường bên dưới. Trường hiện có được giữ nguyên trừ khi được chọn rõ ràng.",
     "New User Quota": "Hạn mức người dùng mới",
+    "New user registration has been disabled by administrator": "Quản trị viên đã tắt đăng ký người dùng mới",
+    "New user sign-up bonus {{quota}}": "Thưởng đăng ký người dùng mới {{quota}}",
     "New value": "Giá trị mới",
     "New vendors": "Nhà cung cấp mới",
     "New version available: {{version}}": "Có phiên bản mới: {{version}}",
@@ -3636,6 +4125,7 @@
     "Next reset": "Lần đặt lại tiếp theo",
     "No": "Không",
     "No About Content Set": "Chưa đặt nội dung Giới thiệu",
+    "No access tokens": "Chưa có token truy cập",
     "No Active": "Không hoạt động",
     "No active login sessions": "Không có phiên đăng nhập đang hoạt động",
     "No active system tasks.": "Không có tác vụ hệ thống đang hoạt động.",
@@ -3652,11 +4142,16 @@
     "No app usage data available for this model.": "Chưa có dữ liệu sử dụng ứng dụng cho mô hình này.",
     "No apps match the selected filters": "Không có ứng dụng phù hợp bộ lọc",
     "No Auth": "Không xác thực",
+    "No auto groups configured": "Chưa cấu hình nhóm tự động",
+    "No auto-disabled keys to delete": "Không có khóa bị tự động tắt nào để xóa",
+    "No available channel": "No available channel",
     "No available channels": "Không có kênh khả dụng",
+    "No available groups": "No available groups",
     "No available groups in the global Auto order.": "Không có nhóm khả dụng trong thứ tự Auto toàn cục.",
     "No available models": "Không có mô hình khả dụng",
     "No available Web chat links": "Không có liên kết Web chat khả dụng",
     "No backup": "Chưa sao lưu",
+    "No backup group": "Không dùng nhóm dự phòng",
     "No base input price": "Chưa có giá đầu vào cơ bản",
     "No billing parameters declared": "Chưa khai báo tham số tính phí",
     "No billing records found": "Không tìm thấy hồ sơ thanh toán",
@@ -3693,6 +4188,7 @@
     "No description available.": "Chưa có mô tả.",
     "No discount tiers configured. Click \"Add discount tier\" to get started.": "Chưa cấu hình cấp chiết khấu nào. Nhấp vào \"Thêm cấp chiết khấu\" để bắt đầu.",
     "No duplicate keys found": "Không tìm thấy khóa trùng lặp",
+    "No enabled Astra channels": "No enabled Astra channels",
     "No enabled channel key": "Không có khóa kênh đang bật",
     "No enabled groups": "Không có nhóm đang bật",
     "No enabled tokens available": "Không có token nào được kích hoạt",
@@ -3706,6 +4202,7 @@
     "No flow data available": "Không có dữ liệu luồng",
     "No group": "Không có nhóm",
     "No group found.": "Không tìm thấy nhóm.",
+    "No group monitors": "No group monitors",
     "No group-based rate limits configured. Click \"Add group\" to get started.": "Chưa cấu hình giới hạn tốc độ dựa trên nhóm. Nhấp \"Add group\" để bắt đầu.",
     "No groups match your search": "Không có nhóm nào khớp với tìm kiếm của bạn",
     "No groups yet. Add a group to get started.": "Chưa có nhóm nào. Thêm một nhóm để bắt đầu.",
@@ -3719,7 +4216,11 @@
     "No integrity verification": "Không kiểm tra toàn vẹn",
     "No Inviter": "Không có người mời",
     "No IP restriction": "Không giới hạn",
+    "No key index specified to delete": "Chưa chỉ định chỉ mục khóa cần xóa",
+    "No key index specified to disable": "Chưa chỉ định chỉ mục khóa cần tắt",
+    "No key index specified to enable": "Chưa chỉ định chỉ mục khóa cần bật",
     "No keys found": "Không tìm thấy khóa",
+    "No keys to disable": "Không có khóa nào để tắt",
     "No latency data available": "Không có dữ liệu độ trễ",
     "No linked models": "Chưa có mô hình liên kết",
     "No linked OAuth provider is available.": "Không có nhà cung cấp OAuth đã liên kết nào khả dụng.",
@@ -3768,14 +4269,19 @@
     "No nodes": "Không có nút",
     "No notable climbers right now": "Hiện chưa có mô hình nào tăng đáng kể",
     "No notable drops right now": "Hiện chưa có mô hình nào giảm đáng kể",
+    "No notifications are available to you right now": "Hiện không có thông báo nào dành cho bạn",
     "No parameter overrides configured.": "Không có ghi đè tham số nào được cấu hình.",
     "No Passkey is registered.": "Chưa đăng ký Passkey.",
     "No payment methods available. Please contact administrator.": "Không có phương thức thanh toán nào khả dụng. Vui lòng liên hệ quản trị viên.",
     "No payment methods configured": "Chưa cấu hình phương thức thanh toán",
     "No payment methods configured. Click \"Add method\" or use templates to get started.": "Chưa cấu hình phương thức thanh toán. Nhấp vào \"Thêm phương thức\" hoặc sử dụng mẫu để bắt đầu.",
     "No payment methods match your search": "Không có phương thức thanh toán nào khớp với tìm kiếm của bạn",
+    "No pelican works yet": "No pelican works yet",
     "No performance data available": "Không có dữ liệu hiệu năng",
+    "No permission to access users of same or higher level": "Không có quyền xem người dùng cùng cấp hoặc cấp cao hơn",
+    "No permission to change the 2FA settings of users at the same or higher level": "Không có quyền thay đổi cài đặt 2FA của người dùng cùng cấp hoặc cấp cao hơn",
     "No permission to perform this action": "Không có quyền thực hiện thao tác này",
+    "No permission to update users of same or higher permission level": "Không có quyền cập nhật người dùng có cấp quyền bằng hoặc cao hơn",
     "No plans available": "Không có gói nào khả dụng",
     "No plugins available for binding": "Không có plugin để liên kết",
     "No preceding rule matched": "Không khớp quy tắc nào trước đó",
@@ -3789,6 +4295,8 @@
     "No Quota": "Không hạn ngạch",
     "No quota limit": "Không giới hạn",
     "No ratio differences found": "Không tìm thấy sự khác biệt tỷ lệ",
+    "No recent data": "No recent data",
+    "No recent detections": "No recent detections",
     "No recent usage": "Chưa có sử dụng gần đây",
     "No records": "Chưa có bản ghi",
     "No records found. Try adjusting your filters.": "Không tìm thấy bản ghi nào. Hãy thử điều chỉnh bộ lọc của bạn.",
@@ -3812,6 +4320,7 @@
     "No separate media pricing configured.": "Chưa cấu hình giá phương tiện riêng.",
     "No source available": "Chưa có mã nguồn",
     "No source changes": "Mã nguồn không thay đổi",
+    "No special ratios configured": "Chưa cấu hình hệ số đặc biệt",
     "No status code mappings configured.": "Chưa cấu hình ánh xạ mã trạng thái.",
     "No stores on this merchant yet. Set a return URL and click Create to mint your first pair.": "Merchant này chưa có cửa hàng. Đặt URL trả về và nhấn Tạo để tạo cặp đầu tiên.",
     "No subscription plans yet": "Chưa có gói đăng ký nào",
@@ -3836,26 +4345,31 @@
     "No users available. Try adjusting your search or filters.": "Không có người dùng nào. Hãy thử điều chỉnh tìm kiếm hoặc bộ lọc của bạn.",
     "No Users Found": "Không tìm thấy người dùng nào",
     "No valid custom Auto groups remain. Add a group or restore global Auto.": "Không còn nhóm Auto tùy chỉnh hợp lệ. Hãy thêm nhóm hoặc khôi phục Auto toàn cục.",
+    "No valid upstream channel": "Không có kênh thượng nguồn hợp lệ",
     "No vendor": "Chưa có nhà cung cấp",
     "No vendor data available": "Không có dữ liệu nhà cung cấp",
     "No vendors found": "Không tìm thấy nhà cung cấp",
     "No verification method is available for this action.": "Không có phương thức xác minh khả dụng cho thao tác này.",
     "No version history": "Chưa có lịch sử phiên bản",
+    "No vision works yet": "No vision works yet",
     "No X Found": "Không tìm thấy X",
     "Node": "Nút",
     "Node filters": "Bộ lọc nút",
     "Node Name": "Tên nút",
     "Node role": "Vai trò node",
     "Nodes reporting from this deployment and their latest heartbeat.": "Các node đang báo cáo từ bản triển khai này và nhịp tim mới nhất của chúng.",
+    "Non-Astra fingerprint": "Dấu vân tay không phải Astra",
     "Non-stream": "Không phát trực tuyến",
     "Non-zero invitation rewards require compliance confirmation in Payment Gateway settings.": "Phần thưởng mời khác 0 yêu cầu xác nhận tuân thủ trong cài đặt Cổng thanh toán.",
     "None": "Không có",
     "None (plugin declaration)": "Không có (theo khai báo plugin)",
     "noreply@example.com": "noreply@example.com",
+    "Normal": "Normal",
     "Normalized:": "Chuẩn hóa:",
     "Not available": "Không khả dụng",
     "Not backed up": "Chưa sao lưu",
     "Not bound": "Không bị ràng buộc",
+    "Not checked": "Not checked",
     "Not configured": "Chưa cấu hình",
     "Not configured for some providers": "Một số nhà cung cấp chưa được thiết lập giá",
     "Not configured for this provider": "Chưa thiết lập giá cho nhà cung cấp này",
@@ -3864,12 +4378,16 @@
     "Not declared; an API key may still be required.": "Chưa khai báo cách xác thực; vẫn có thể cần khóa API.",
     "Not Equals": "Không bằng",
     "Not found upstream": "Không tìm thấy ở nguồn",
-    "Not generated": "Chưa tạo",
+    "Not implemented yet": "Chưa được triển khai",
     "Not in pricing table": "Không có trong bảng định giá",
     "Not included": "Không bao gồm",
     "Not installed": "Chưa cài đặt",
     "Not listed": "Ẩn",
+    "Not logged in": "Chưa đăng nhập",
     "Not matched": "Không khớp",
+    "Not measured": "Not measured",
+    "Not passed": "Not passed",
+    "Not provided": "Not provided",
     "Not provided by this source": "Nguồn này không cung cấp",
     "Not recorded": "Chưa ghi nhận",
     "Not registered": "Chưa đăng ký",
@@ -3887,6 +4405,8 @@
     "Notification Email": "Email thông báo",
     "Notification Method": "Phương thức thông báo",
     "Notifications": "Thông báo",
+    "Notifications to receive": "Thông báo muốn nhận",
+    "Now": "Now",
     "Now a user whose user group is vip creates tokens with different groups and makes one call with each:": "Bây giờ, một người dùng có nhóm người dùng là vip tạo các token với nhóm khác nhau và gọi mỗi token một lần:",
     "Nucleus sampling probability mass": "Tổng xác suất cho nucleus sampling",
     "Number": "Số",
@@ -3911,6 +4431,7 @@
     "OAuth Integrations": "Tích hợp OAuth",
     "OAuth pop-up was blocked": "Cửa sổ bật lên OAuth đã bị chặn",
     "OAuth popup storage is unavailable.": "Không thể sử dụng bộ nhớ của cửa sổ OAuth.",
+    "OAuth provider not found": "Không tìm thấy nhà cung cấp OAuth",
     "OAuth window is no longer available.": "Cửa sổ OAuth không còn khả dụng.",
     "Object Prune Rules": "Quy tắc dọn dẹp đối tượng",
     "Observability": "Khả năng quan sát",
@@ -3920,6 +4441,7 @@
     "of": "of",
     "of 3:": "of 3:",
     "off": "off",
+    "Off by default. Exclude groups flagged by the latest valid quality checks within 6 hours. Unknown results remain eligible.": "Off by default. Exclude groups flagged by the latest valid quality checks within 6 hours. Unknown results remain eligible.",
     "Official": "Chính thức",
     "Official Claude Messages": "Claude Messages chính thức",
     "Official documentation": "Tài liệu chính thức",
@@ -3941,19 +4463,23 @@
     "OIDC discovery URL. Click \"Auto-discover\" to fetch endpoints automatically.": "URL khám phá OIDC. Nhấp \"Tự động khám phá\" để tự động lấy các endpoint.",
     "OIDC Display Name": "Tên hiển thị OIDC",
     "OIDC endpoints discovered successfully": "Đã khám phá thành công các endpoint OIDC",
+    "OIDC ID is empty!": "ID OIDC trống!",
     "Old Format Template": "Mẫu Định dạng Cũ",
     "Old format: Direct override. New format: Supports conditional judgment and custom JSON operations.": "Định dạng cũ: Ghi đè trực tiếp. Định dạng mới: Hỗ trợ phán đoán có điều kiện và các thao tác JSON tùy chỉnh.",
     "Ollama": "Ollama",
     "Ollama Models": "Mô hình Ollama",
     "One API": "Một API",
+    "One channel, {{calls}} requests, group ratio {{ratio}}x.": "One channel, {{calls}} requests, group ratio {{ratio}}x.",
     "One domain per line": "Một tên miền mỗi dòng",
     "One domain per line (only used when domain restriction is enabled)": "Mỗi dòng một tên miền (chỉ được sử dụng khi hạn chế tên miền được bật)",
     "One IP or CIDR range per line": "Một IP hoặc dải CIDR mỗi dòng",
     "One IP per line (empty for no restriction)": "Mỗi IP một dòng (để trống nếu không giới hạn)",
     "one keyword per line": "Mỗi dòng một từ khóa",
+    "One work per Astra channel.": "Mỗi lượt tạo một tác phẩm cho mỗi kênh Astra.",
     "online": "trực tuyến",
     "Online": "Trực tuyến",
     "Online payment is not enabled. Please contact the administrator.": "Thanh toán trực tuyến chưa được kích hoạt. Vui lòng liên hệ quản trị viên.",
+    "Online top-up succeeded, amount added: {{quota}}, payment amount: {{amount}}": "Nạp tiền trực tuyến thành công, số tiền đã nạp: {{quota}}, số tiền thanh toán: {{amount}}",
     "Online topup is not enabled. Please use redemption code or contact administrator.": "Tính năng nạp tiền trực tuyến chưa được bật. Vui lòng sử dụng mã quy đổi hoặc liên hệ quản trị viên.",
     "Only allow specific email domains": "Chỉ cho phép các tên miền email cụ thể",
     "Only available for admins. When enabled, you will receive a summary notification via your selected method when the scheduled model check detects upstream model changes or check failures.": "Chỉ khả dụng cho quản trị viên. Khi bật, bạn sẽ nhận được thông báo tổng hợp qua phương thức đã chọn khi kiểm tra mô hình định kỳ phát hiện thay đổi mô hình nguồn hoặc lỗi kiểm tra.",
@@ -3986,10 +4512,10 @@
     "Open in New Tab": "Mở trong tab mới",
     "Open menu": "Mở menu",
     "Open Query Balance to view the upstream JSON response": "Mở “Truy vấn số dư” để xem phản hồi JSON thượng nguồn",
-    "Otherwise the binding is removed.": "Nếu tắt, liên kết sẽ bị xóa.",
     "Open release": "Phát hành mở",
     "Open source": "Mã nguồn mở",
     "Open Source": "Mã nguồn mở",
+    "Open status page": "Open status page",
     "Open the io.net console API Keys page": "Mở trang Khóa API của console io.net",
     "Open theme settings": "Mở cài đặt giao diện",
     "Open weights": "Trọng số mở",
@@ -4024,6 +4550,7 @@
     "Operation failed": "Thao tác thất bại",
     "Operation successful": "Thao tác thành công",
     "Operation Type": "Loại thao tác",
+    "Operational": "Operational",
     "Operations": "Vận hành",
     "Operator": "Người thực hiện",
     "Operator Admin": "Quản trị viên vận hành",
@@ -4044,12 +4571,15 @@
     "Optional settings for advanced container configuration.": "Cài đặt tùy chọn cho cấu hình container nâng cao.",
     "Optional supplementary information (max 100 characters)": "Thông tin bổ sung tùy chọn (tối đa 100 ký tự)",
     "Optional tag for grouping channels": "Thẻ tùy chọn để nhóm kênh",
+    "Optional. Without it, Google picks the region; with it, requests go to the deployment region below.": "Không bắt buộc. Nếu để trống, Google sẽ tự chọn khu vực; nếu điền, yêu cầu sẽ được gửi đến khu vực triển khai bên dưới.",
     "Opus Model": "Mô hình Opus",
     "Or continue with": "Hoặc tiếp tục với",
     "Or enter this key manually:": "Hoặc nhập khóa này thủ công:",
     "or pick existing": "hoặc chọn cặp hiện có",
     "Order completed successfully": "Đơn hàng đã hoàn thành thành công",
     "Order History": "Lịch sử đơn hàng",
+    "Order is not pending payment and cannot be completed": "Đơn hàng không ở trạng thái chờ thanh toán nên không thể hoàn tất",
+    "Order number not provided": "Chưa cung cấp mã đơn hàng",
     "Order Payment Method": "Phương thức thanh toán đơn hàng",
     "org-...": "org-...",
     "Original Model": "Nguyên mẫu",
@@ -4066,11 +4596,14 @@
     "Other users": "Người dùng khác",
     "Otherwise (the preceding conditions do not match)": "Nếu không (các điều kiện trên không thỏa mãn)",
     "Otherwise → {{name}}": "Nếu không → {{name}}",
+    "Otherwise the binding is removed.": "Nếu tắt, liên kết sẽ bị xóa.",
     "Outage": "Gián đoạn",
     "Output": "Đầu ra",
     "Output aspect ratio": "Tỉ lệ khung hình",
     "Output image size": "Kích thước ảnh đầu ra",
     "Output price": "Giá đầu ra",
+    "Output Price: High to Low": "Giá đầu ra: Từ cao đến thấp",
+    "Output Price: Low to High": "Giá đầu ra: Thấp đến Cao",
     "Output token price for generated tokens.": "Giá token đầu ra cho nội dung được tạo.",
     "Output token rate": "Tốc độ token đầu ra",
     "Output tokens": "Token đầu ra",
@@ -4138,6 +4671,7 @@
     "Pass-through Headers (comma-separated or JSON array)": "Header chuyển tiếp (phân cách bằng dấu phẩy hoặc mảng JSON)",
     "Pass-through help": "Trợ giúp truyền thẳng",
     "Pass-through requires native forwarding": "Truyền thẳng yêu cầu chuyển tiếp nguyên bản",
+    "Passed": "Passed",
     "Passive recovery only": "Chỉ khôi phục thụ động",
     "Passkey": "Khóa truy cập",
     "Passkey Authentication": "Xác thực khóa truy cập",
@@ -4177,32 +4711,44 @@
     "Password copied to clipboard: {{password}}": "Mật khẩu đã sao chép vào clipboard: {{password}}",
     "Password has been copied to clipboard": "Mật khẩu đã được sao chép vào bộ nhớ tạm",
     "Password Login": "Đăng nhập bằng mật khẩu",
+    "Password login has been disabled by administrator": "Quản trị viên đã tắt đăng nhập bằng mật khẩu",
     "Password must be at least 8 characters": "Mật khẩu phải có ít nhất 8 ký tự",
     "Password must be at most 20 characters long": "Mật khẩu tối đa 20 ký tự",
     "Password must be between 8 and 20 characters": "Mật khẩu phải từ 8 đến 20 ký tự",
     "Password must contain between 8 and 128 characters.": "Mật khẩu phải có từ 8 đến 128 ký tự.",
     "Password Registration": "Đăng ký mật khẩu",
+    "Password registration has been disabled by administrator, please use third-party account verification": "Quản trị viên đã tắt đăng ký bằng mật khẩu, vui lòng dùng xác minh tài khoản bên thứ ba",
     "Password reset and copied to clipboard: {{password}}": "Mật khẩu đã đặt lại và sao chép vào clipboard: {{password}}",
+    "Password reset link is invalid or has expired": "Liên kết đặt lại mật khẩu không hợp lệ hoặc đã hết hạn",
     "Password reset: {{password}}": "Mật khẩu đã đặt lại: {{password}}",
     "Password set successfully": "Đã đặt mật khẩu thành công",
     "Password settings have changed. Reload the page and try again.": "Cài đặt mật khẩu đã thay đổi. Tải lại trang và thử lại.",
     "Passwords do not match": "Mật khẩu không khớp",
     "Passwords don't match.": "Mật khẩu không khớp.",
+    "Past": "Past",
     "Paste Connection Info": "Dán thông tin kết nối",
     "Paste JavaScript source here...": "Dán mã nguồn JavaScript tại đây...",
     "Path": "Đường dẫn",
     "Path not set": "Chưa đặt đường dẫn",
     "Path Regex (one per line)": "Regex đường dẫn (mỗi dòng một mục)",
     "Path:": "Đường dẫn:",
+    "Pause drag demo": "Tạm dừng minh họa kéo thả",
     "Pay": "Pay",
+    "Pay {{amount}}": "Thanh toán {{amount}}",
+    "Pay {{amount}} <savings>• Save {{saved}}</savings>": "Thanh toán {{amount}} <savings>• Tiết kiệm {{saved}}</savings>",
     "Pay with Balance": "Thanh toán bằng số dư",
     "Pay-as-you-go with real-time usage monitoring": "Thanh toán theo mức sử dụng với theo dõi mức sử dụng theo thời gian thực",
     "Payment": "Thanh toán",
     "Payment aggregator mode — onboard with your own registered company (offshore entity). Built for Enterprise.": "Chế độ tổng hợp thanh toán — đăng ký bằng công ty đã đăng ký của bạn (pháp nhân offshore). Dành cho doanh nghiệp.",
+    "Payment amount is too low": "Số tiền thanh toán quá thấp",
+    "Payment cancel redirect URL is not in the trusted domain list": "URL chuyển hướng khi hủy thanh toán không nằm trong danh sách tên miền tin cậy",
     "Payment Channel": "Kênh thanh toán",
+    "Payment configuration error": "Lỗi cấu hình thanh toán",
     "Payment Gateway": "Cổng thanh toán",
+    "Payment information has not been configured by administrator": "Quản trị viên chưa cấu hình thông tin thanh toán",
     "Payment initiated": "Đã khởi tạo thanh toán",
     "Payment Method": "Phương thức thanh toán",
+    "Payment method does not exist": "Phương thức thanh toán không tồn tại",
     "Payment method identifier": "Mã định danh phương thức thanh toán",
     "Payment method identifier is required": "Mã định danh phương thức thanh toán là bắt buộc",
     "Payment method name": "Tên phương thức thanh toán",
@@ -4215,16 +4761,22 @@
     "Payment request failed": "Yêu cầu thanh toán thất bại",
     "Payment return URL": "URL trả về thanh toán",
     "Payment return URL is empty. Create the product without a SuccessURL redirect?": "URL trả về thanh toán đang trống. Tạo sản phẩm mà không có chuyển hướng SuccessURL?",
+    "Payment success redirect URL is not in the trusted domain list": "URL chuyển hướng khi thanh toán thành công không nằm trong danh sách tên miền tin cậy",
     "Payment type key": "Khóa loại thanh toán",
     "Payment type key is required": "Khóa loại thanh toán là bắt buộc",
     "Payment, redemption codes, subscription plans, and invitation rewards are locked until the root administrator confirms the compliance terms.": "Thanh toán, mã đổi thưởng, gói đăng ký và phần thưởng mời sẽ bị khóa cho đến khi quản trị viên root xác nhận điều khoản tuân thủ.",
+    "Payment, redemption, subscription, and invitation reward features are disabled. The administrator must confirm compliance terms before enabling them.": "Các tính năng thanh toán, đổi mã, gói đăng ký và thưởng giới thiệu đã bị tắt. Quản trị viên phải xác nhận điều khoản tuân thủ trước khi bật chúng.",
     "Peak": "Đỉnh",
     "Peak KV cache usage": "Mức sử dụng bộ nhớ đệm KV cao nhất",
     "Peak throughput": "Thông lượng đỉnh",
     "Peak token pool usage": "Mức sử dụng nhóm token cao nhất",
+    "Pelican detection": "Pelican detection",
+    "Pelican sample {{number}}": "Pelican sample {{number}}",
+    "Pelican work preview": "Pelican work preview",
     "Penalises repetition of frequent tokens": "Phạt việc lặp các token phổ biến",
     "pending": "đang chờ",
     "Pending": "Đang chờ",
+    "Pending settlement": "Pending settlement",
     "per": "per",
     "Per 1K tokens": "Mỗi 1K tokens",
     "Per 1M tokens": "Mỗi 1M tokens",
@@ -4242,6 +4794,8 @@
     "Per-request": "Theo yêu cầu",
     "Per-request (deprecated)": "Theo yêu cầu (không còn khuyến nghị)",
     "Per-request (fixed price)": "Theo yêu cầu (giá cố định)",
+    "Per-request Price: High to Low": "Giá mỗi yêu cầu: Từ cao đến thấp",
+    "Per-request Price: Low to High": "Giá mỗi yêu cầu: Thấp đến Cao",
     "Per-token": "Theo token",
     "Per-token (deprecated)": "Theo token (không còn khuyến nghị)",
     "Per-token (ratio based)": "Mỗi token (dựa trên tỷ lệ)",
@@ -4249,6 +4803,7 @@
     "Percentage:": "Phần trăm:",
     "Performance": "Hiệu suất",
     "Performance data is not yet available for this model.": "Chưa có dữ liệu hiệu năng cho mô hình này.",
+    "Performance for {{model}}": "Hiệu suất của {{model}}",
     "Performance health": "Tình trạng hiệu suất",
     "Performance metrics for the last 24 hours": "Chỉ số hiệu năng trong 24 giờ qua",
     "Performance metrics shown here are simulated for preview purposes and will be replaced with live observability data once the backend integration is complete.": "Các chỉ số hiệu năng hiển thị tại đây là dữ liệu mô phỏng để xem trước và sẽ được thay thế bằng dữ liệu thực sau khi tích hợp backend.",
@@ -4261,13 +4816,16 @@
     "Periodically checks only channels with auto-disable enabled, excluding manually disabled channels.": "Chỉ định kỳ kiểm tra kênh đã bật tự động vô hiệu hóa, không kiểm tra kênh bị vô hiệu hóa thủ công.",
     "Periodically send ping frames to keep streaming connections active.": "Định kỳ gửi các khung ping để duy trì các kết nối truyền phát hoạt động.",
     "Permanently delete your account and all data": "Xóa vĩnh viễn tài khoản của bạn và tất cả dữ liệu",
+    "Permissions": "Quyền",
     "Permit Passkey registration on non-HTTPS origins (only recommended for development)": "Cho phép đăng ký Passkey trên các nguồn gốc không phải HTTPS (chỉ khuyến nghị cho mục đích phát triển)",
     "Perplexity": "Sự bối rối",
     "Persist your data file": "Lưu trữ tệp dữ liệu của bạn",
     "Personal": "Cá nhân",
     "Personal area": "Khu vực cá nhân",
     "Personal Center Area": "Khu vực cá nhân",
+    "Personal group multipliers": "Personal group multipliers",
     "Personal info settings": "Cài đặt thông tin cá nhân",
+    "Personal rate": "Personal rate",
     "Personal Settings": "Cài đặt cá nhân",
     "Personal settings and profile management.": "Cài đặt cá nhân và quản lý hồ sơ.",
     "Personal use": "Sử dụng cá nhân",
@@ -4277,9 +4835,12 @@
     "Pick or create both a store and a product before saving.": "Hãy chọn hoặc tạo cả cửa hàng và sản phẩm trước khi lưu.",
     "Ping Interval (seconds)": "Thời gian Ping (giây)",
     "Plan": "Gói",
+    "Plan amount is too low": "Số tiền của gói quá thấp",
     "Plan ID": "ID gói",
     "Plan Name": "Tên gói",
+    "Plan name cannot be empty": "Tên gói không được để trống",
     "Plan Price": "Giá gói",
+    "Plan price cannot be empty": "Giá gói không được để trống",
     "Plan price must be greater than zero": "Giá gói phải lớn hơn 0",
     "Plan Quota": "Hạn ngạch gói",
     "Plan Subtitle": "Phụ đề gói",
@@ -4294,6 +4855,7 @@
     "Please agree to the legal terms first": "Vui lòng đồng ý với các điều khoản pháp lý trước",
     "Please complete the security check to continue.": "Vui lòng hoàn thành kiểm tra bảo mật để tiếp tục.",
     "Please confirm that you understand the consequences": "Vui lòng xác nhận rằng bạn hiểu hậu quả",
+    "Please confirm the compliance statement": "Vui lòng xác nhận tuyên bố tuân thủ",
     "Please confirm your password": "Vui lòng xác nhận mật khẩu",
     "Please enable io.net model deployment service and configure an API key in System Settings.": "Vui lòng bật dịch vụ triển khai mô hình io.net và cấu hình khóa API trong Cài đặt hệ thống.",
     "Please enable Two-factor Authentication or Passkey before proceeding": "Vui lòng bật Xác thực hai yếu tố hoặc Passkey trước khi tiếp tục",
@@ -4331,6 +4893,7 @@
     "Please select a container": "Vui lòng chọn một container",
     "Please select a payment method": "Vui lòng chọn phương thức thanh toán",
     "Please select a primary model": "Vui lòng chọn một mô hình chính",
+    "Please select a product": "Vui lòng chọn sản phẩm",
     "Please select a subscription plan": "Vui lòng chọn gói đăng ký",
     "Please select at least one channel": "Vui lòng chọn ít nhất một kênh",
     "Please select at least one model": "Vui lòng chọn ít nhất một mô hình",
@@ -4341,12 +4904,15 @@
     "Please try again later.": "Vui lòng thử lại sau.",
     "Please type the following text to confirm:": "Vui lòng nhập văn bản sau để xác nhận:",
     "Please upload key file(s)": "Vui lòng tải lên (các) tệp khóa",
+    "Please wait {{seconds}} seconds before requesting another verification code.": "Vui lòng đợi {{seconds}} giây trước khi yêu cầu mã xác minh khác.",
     "Please wait a moment before trying again.": "Vui lòng chờ một lát rồi thử lại.",
     "Please wait a moment, human check is initializing...": "Vui lòng đợi một chút, kiểm tra con người đang khởi tạo...",
     "Please wait before editing to avoid overwriting saved values.": "Vui lòng chờ trước khi chỉnh sửa để tránh ghi đè các giá trị đã lưu.",
     "Please wait before requesting another verification code.": "Vui lòng đợi trước khi yêu cầu mã xác minh khác.",
+    "Please wait five minutes between sampling rounds": "Please wait five minutes between sampling rounds",
     "Please wait for the current generation to complete": "Vui lòng đợi lượt tạo hiện tại hoàn tất",
     "Plugin": "Plugin",
+    "Plugin activation failed": "Kích hoạt plugin thất bại",
     "Plugin author": "Tác giả plugin",
     "Plugin default": "Mặc định của plugin",
     "Plugin details": "Chi tiết plugin",
@@ -4360,9 +4926,11 @@
     "Plugin is still in use": "Plugin vẫn đang được sử dụng",
     "Plugin key": "Khóa plugin",
     "Plugin metadata": "Siêu dữ liệu plugin",
+    "Plugin metadata contains an unknown field \"{{field}}\". If this plugin was downloaded from the official marketplace, it may require a newer version of new-api. Try updating new-api and installing the plugin again.": "Siêu dữ liệu plugin chứa trường không xác định \"{{field}}\". Nếu plugin được tải từ chợ chính thức, có thể cần phiên bản new-api mới hơn. Hãy cập nhật new-api rồi cài đặt lại plugin.",
     "Plugin sandbox": "Môi trường thử nghiệm plugin",
+    "Plugin saved, activation required": "Đã lưu plugin, cần kích hoạt",
     "Plugin source": "Mã nguồn plugin",
-    "Plugin source exceeds the 1 MiB limit.": "Mã nguồn plugin vượt giới hạn 1 MiB.",
+    "Plugin source exceeds the 8 MiB limit.": "Mã nguồn plugin vượt giới hạn 8 MiB.",
     "Plugin uploaded successfully": "Đã tải plugin lên",
     "Plugin version activated": "Đã kích hoạt phiên bản plugin",
     "Plugin version deleted": "Đã xóa phiên bản plugin",
@@ -4370,6 +4938,7 @@
     "Plugin-defined interfaces": "Giao diện do plugin định nghĩa",
     "Plugins": "Plugin",
     "Plugins can access channel credentials. Review the source and differences before installing.": "Plugin có thể truy cập thông tin xác thực kênh. Hãy kiểm tra mã nguồn và các khác biệt trước khi cài đặt.",
+    "Plus池": "Plus pool",
     "Policy JSON": "JSON chính sách",
     "Polling": "Thăm dò",
     "Polling mode requires Redis and memory cache, otherwise performance will be significantly degraded": "Chế độ thăm dò yêu cầu Redis và bộ nhớ đệm, nếu không hiệu suất sẽ bị suy giảm đáng kể.",
@@ -4377,6 +4946,7 @@
     "Port": "Cảng",
     "Port must be a positive integer": "Cổng phải là số nguyên dương",
     "Position {{position}}": "Vị trí {{position}}",
+    "Possibly an upstream timeout": "Có thể do thượng nguồn hết thời gian chờ",
     "Post Delta": "Chênh lệch sau",
     "PostgreSQL detected": "Phát hiện PostgreSQL",
     "PostgreSQL offers advanced reliability and data integrity for production workloads.": "PostgreSQL cung cấp độ tin cậy cao và tính toàn vẹn dữ liệu cho khối lượng công việc production.",
@@ -4387,7 +4957,14 @@
     "Pre-consumed": "Khấu trừ trước",
     "Pre-Consumed Quota": "Hạn mức đã tiêu thụ trước",
     "Pre-release": "Bản phát hành thử",
+    "Prefer recent streaming model-test results: latest valid first-token time per channel within 1 hour, averaged across the group. Untested groups rank last.": "Prefer recent streaming model-test results: latest valid first-token time per channel within 1 hour, averaged across the group. Untested groups rank last.",
+    "Prefer recent streaming model-test results: latest valid first-token time per channel within 6 hours, averaged across the group. Untested groups rank last.": "Prefer recent streaming model-test results: latest valid first-token time per channel within 6 hours, averaged across the group. Untested groups rank last.",
+    "Prefer the highest average throughput of the latest 30 valid calls for the requested model. Use model tests when no call samples exist; unmeasured groups rank last.": "Ưu tiên nhóm có thông lượng trung bình cao nhất trong 30 lệnh gọi hợp lệ gần nhất của mô hình được yêu cầu. Dùng kết quả kiểm thử mô hình khi chưa có mẫu; nhóm chưa đo được xếp cuối.",
+    "Prefer the highest recent request success rate for this model.": "Prefer the highest recent request success rate for this model.",
+    "Prefer the lowest average actual charge per million tokens for this model over the last 24 hours.": "Prefer the lowest average actual charge per million tokens for this model over the last 24 hours.",
     "Prefer the original channel, allow switching": "Ưu tiên kênh cũ, cho phép chuyển kênh",
+    "Prefer the shortest average time to first token for this model.": "Prefer the shortest average time to first token for this model.",
+    "Prefer your lowest effective group multiplier, including personal overrides.": "Prefer your lowest effective group multiplier, including personal overrides.",
     "Preference saved as {{pref}}, but no active subscription. Requests will be rejected.": "Tùy chọn đã lưu là {{pref}}, nhưng không có gói đăng ký đang hoạt động. Các yêu cầu sẽ bị từ chối.",
     "Preference saved as {{pref}}, but no active subscription. Wallet will be used automatically.": "Tùy chọn đã lưu là {{pref}}, nhưng không có gói đăng ký đang hoạt động. Ví sẽ được sử dụng tự động.",
     "Preferences": "Tùy chọn",
@@ -4416,6 +4993,7 @@
     "Preset recharge amounts displayed to users": "Các mức nạp tiền đặt trước hiển thị cho người dùng",
     "Preset Template": "Mẫu cài sẵn",
     "Preset templates": "Mẫu sẵn",
+    "Preset: Astra prefers selected group": "Cài sẵn: Astra ưu tiên nhóm đã chọn",
     "preset.anthropic": "Anthropic",
     "preset.default": "Mặc định",
     "preset.forest-whisper": "Thì thầm rừng",
@@ -4436,17 +5014,23 @@
     "Preview fields": "Xem trước các trường",
     "Preview is unavailable for custom expressions.": "Không thể xem trước biểu thức tùy chỉnh.",
     "Preview metadata first": "Hãy xem trước siêu dữ liệu",
+    "Preview model": "Preview model",
     "Preview price changes": "Xem trước thay đổi giá",
     "Preview pricing conversion": "Xem trước chuyển đổi giá",
     "Preview selected changes": "Xem trước thay đổi đã chọn",
     "Preview unavailable": "Không thể xem trước",
+    "Preview upstream model changes": "Xem trước thay đổi mô hình thượng nguồn",
+    "Preview work": "Preview work",
     "Previous": "Trước",
     "Previous branch": "Nhánh trước",
     "Previous page": "Trang trước",
+    "Previous permissions": "Quyền trước đó",
     "Previous value": "Giá trị trước đó",
     "Price": "Giá",
     "Price ($/1K calls)": "Giá ($/1K lượt gọi)",
     "Price (local currency / USD)": "Giá (tiền tệ địa phương / USD)",
+    "Price cannot be negative": "Giá không được là số âm",
+    "Price cannot exceed 9999": "Giá không được vượt quá 9999",
     "Price display": "Hiển thị giá",
     "Price display mode": "Chế độ hiển thị giá",
     "Price estimation": "Ước tính chi phí",
@@ -4460,12 +5044,11 @@
     "Price summary": "Tóm tắt giá",
     "price_xxx": "price_xxx",
     "Price:": "Giá:",
-    "Price: High to Low": "Giá: Từ cao đến thấp",
-    "Price: Low to High": "Giá: Thấp đến Cao",
     "Prices are in {{currency}}, with units shown below. Use USD when editing expressions directly.": "Giá tính bằng {{currency}}, theo đơn vị ghi bên dưới. Khi sửa trực tiếp biểu thức, hãy dùng USD.",
     "Prices changed while preparing the conversion. Try again.": "Giá đã thay đổi trong khi chuẩn bị chuyển đổi. Vui lòng thử lại.",
     "Prices for each set of conditions": "Giá tương ứng với từng điều kiện",
     "Prices shown per": "Giá hiển thị theo",
+    "Prices shown per {{unit}} tokens": "Giá hiển thị cho mỗi {{unit}} token",
     "Prices shown per usage unit": "Giá hiển thị theo từng đơn vị sử dụng",
     "Prices synced successfully": "Đồng bộ giá thành công",
     "Prices vary by usage tier and request conditions": "Giá thay đổi theo bậc dùng và điều kiện yêu cầu",
@@ -4490,16 +5073,21 @@
     "Prioritize reusing the last successful channel based on keys extracted from request context (sticky routing)": "Ưu tiên sử dụng lại kênh thành công gần nhất dựa trên các khóa trích xuất từ ngữ cảnh yêu cầu (định tuyến dính)",
     "Priority": "Ưu tiên",
     "Priority (Default)": "Ưu tiên (Mặc định)",
+    "Priority and weight selection": "Priority and weight selection",
     "Priority level from 0 (lowest) to 10 (highest), default is 5": "Mức độ ưu tiên từ 0 (thấp nhất) đến 10 (cao nhất), mặc định là 5",
     "Priority order for automatic group assignment. New tokens rotate through this list.": "Thứ tự ưu tiên cho việc gán nhóm tự động. Các token mới sẽ luân phiên qua danh sách này.",
     "Priority order for tokens in the auto group. The system tries groups from top to bottom.": "Thứ tự ưu tiên cho token trong nhóm auto. Hệ thống thử các nhóm từ trên xuống dưới.",
     "Privacy": "Quyền riêng tư",
     "Privacy Policy": "Chính sách quyền riêng tư",
     "Private Deployment URL": "URL Triển khai Riêng",
+    "Probe availability": "Probe availability",
+    "Probe history": "Probe history",
     "Processed requests": "Yêu cầu đã xử lý",
     "Processing OAuth response...": "Đang xử lý phản hồi OAuth...",
     "Processing...": "Đang xử lý...",
     "Product": "Sản phẩm",
+    "Product configuration error": "Lỗi cấu hình sản phẩm",
+    "Product does not exist": "Sản phẩm không tồn tại",
     "Product ID": "ID sản phẩm",
     "Product ID is required": "Bắt buộc nhập Product ID",
     "Product Name": "Tên sản phẩm",
@@ -4534,6 +5122,7 @@
     "Provider & data privacy": "Nhà cung cấp & quyền riêng tư",
     "Provider created successfully": "Đã tạo nhà cung cấp thành công",
     "Provider deleted successfully": "Đã xóa nhà cung cấp thành công",
+    "Provider ID": "ID nhà cung cấp",
     "Provider Name": "Tên Nhà cung cấp",
     "Provider source": "Nguồn nhà cung cấp",
     "Provider type (OpenAI, Anthropic, etc.)": "Loại nhà cung cấp (OpenAI, Anthropic, v.v.)",
@@ -4541,9 +5130,11 @@
     "Provider-specific endpoint, account, and compatibility settings.": "Thiết lập endpoint, tài khoản và tương thích riêng cho nhà cung cấp.",
     "Proxy Address": "Địa chỉ Proxy",
     "Proxy address must use HTTP, HTTPS, SOCKS5, or SOCKS5H and include a valid host": "Địa chỉ proxy phải dùng HTTP, HTTPS, SOCKS5 hoặc SOCKS5H và chứa máy chủ hợp lệ",
+    "Pro池": "Pro pool",
     "Prune Object Items": "Dọn mục đối tượng",
     "Prune object items by conditions": "Dọn dẹp các mục đối tượng theo điều kiện",
     "Prune Rule (string or JSON object)": "Quy tắc dọn dẹp (chuỗi hoặc đối tượng JSON)",
+    "Public alias": "Public alias",
     "Public base URL for async task media. Supports a dedicated media domain, port, or Nginx path prefix; falls back to Server Address when empty.": "URL cơ sở công khai cho nội dung đa phương tiện của tác vụ bất đồng bộ. Hỗ trợ miền đa phương tiện, cổng hoặc tiền tố đường dẫn Nginx riêng; nếu để trống sẽ dùng địa chỉ máy chủ.",
     "Public model catalog and pricing page.": "Trang công khai cho danh mục mô hình và giá.",
     "Public rankings page based on live usage data.": "Trang bảng xếp hạng công khai dựa trên dữ liệu sử dụng thực.",
@@ -4558,10 +5149,13 @@
     "Pull model": "Tải mô hình",
     "Pulling...": "Đang tải...",
     "Purchase Limit": "Giới hạn mua",
+    "Purchase limit cannot be negative": "Giới hạn mua không được là số âm",
+    "Purchase limit for this plan has been reached": "Đã đạt giới hạn mua của gói này",
     "Purchase limit reached": "Đã đạt giới hạn mua",
     "Purchase Subscription": "Mua gói đăng ký",
     "QR Code Image URL": "Đường dẫn URL hình ảnh mã QR",
     "QR code is not configured. Please contact support.": "Mã QR chưa được cấu hình. Vui lòng liên hệ bộ phận hỗ trợ.",
+    "Quality {{quality}}": "Chất lượng {{quality}}",
     "Quantity": "Số lượng",
     "QuantumNous": "QuantumNous",
     "Query": "Query",
@@ -4582,6 +5176,7 @@
     "Quota adjustment details": "Chi tiết điều chỉnh hạn mức",
     "Quota after adjustment": "Hạn mức sau điều chỉnh",
     "Quota before adjustment": "Hạn mức trước điều chỉnh",
+    "Quota change amount cannot be zero": "Lượng thay đổi hạn ngạch không được bằng 0",
     "Quota clamped": "Hạn ngạch bị giới hạn",
     "Quota consumed before charging users": "Hạn mức tiêu thụ trước khi tính phí người dùng",
     "Quota Distribution": "Phân bổ hạn ngạch",
@@ -4592,14 +5187,15 @@
     "Quota must be a positive number": "Hạn mức phải là một số dương",
     "Quota must be zero or greater": "Hạn mức không được âm",
     "Quota Per Unit": "Định mức mỗi đơn vị",
-    "Quota reminder (tokens)": "Nhắc nhở hạn mức (token)",
     "Quota Reset": "Đặt lại hạn mức",
     "Quota saturation protection triggered": "Đã kích hoạt bảo vệ chống tràn hạn ngạch",
     "Quota Settings": "Cài đặt Hạn mức",
     "Quota Types": "Các loại hạn ngạch",
     "Quota unchanged": "Hạn mức không thay đổi",
+    "Quota unit is misconfigured": "Đơn vị hạn mức bị cấu hình sai",
     "Quota update failed": "Cập nhật hạn mức thất bại",
-    "Quota Warning Threshold": "Ngưỡng cảnh báo hạn mức",
+    "Quota value cannot be negative": "Giá trị hạn ngạch không được âm",
+    "Quota value exceeds valid range, maximum is {{max}}": "Giá trị hạn ngạch vượt quá phạm vi hợp lệ, tối đa là {{max}}",
     "Quota:": "Hạn ngạch:",
     "Radius": "Bo góc",
     "Random": "Ngẫu nhiên",
@@ -4636,12 +5232,22 @@
     "Reason": "Lý do",
     "Reason:": "Lý do:",
     "Reasoning": "Lý luận",
+    "Reasoning effort": "Reasoning effort",
     "Reasoning Effort": "Cường độ suy luận",
-    "Receive Upstream Model Update Notifications": "Nhận thông báo cập nhật mô hình nguồn",
+    "Recalculated from tokens: tokens {{tokens}}, model ratio {{model_ratio}}, group ratio {{group_ratio}}, other multiplier {{other_multiplier}}": "Tính lại theo token: token {{tokens}}, hệ số mô hình {{model_ratio}}, hệ số nhóm {{group_ratio}}, hệ số khác {{other_multiplier}}",
     "Received": "Đã nhận",
     "Received amount": "Số tiền đã nhận",
+    "Recent benchmark results": "Recent benchmark results",
+    "Recent candy test results": "Recent candy test results",
+    "Recent Ciallo test results": "Recent Ciallo test results",
+    "Recent degradation": "Recent degradation",
+    "Recent detection results": "Recent detection results",
     "Recent maintenance tasks running across instances and their execution status.": "Các tác vụ bảo trì gần đây chạy trên các phiên bản và trạng thái thực thi của chúng.",
+    "Recent pelican works": "Recent pelican works",
+    "Recent sampling results": "Recent sampling results",
     "Recent success-rate samples; gray bars indicate missing data.": "Các mẫu tỷ lệ thành công gần đây; vạch xám biểu thị dữ liệu chưa có.",
+    "Recent vision test results": "Recent vision test results",
+    "Recent vision works": "Recent vision works",
     "Recently completed or failed system task runs.": "Các lần chạy tác vụ hệ thống gần đây đã hoàn tất hoặc thất bại.",
     "Recently launched models": "Các mô hình ra mắt gần đây",
     "Recently launched models gaining traction": "Mô hình mới phát hành đang được ưa chuộng",
@@ -4664,16 +5270,21 @@
     "Redeemed:": "Đã đổi:",
     "redemption code": "mã đổi thưởng",
     "Redemption Code": "Mã đổi thưởng",
+    "Redemption code count must be greater than 0": "Số lượng mã đổi thưởng phải lớn hơn 0",
     "Redemption code deleted successfully": "Mã đổi thưởng đã xóa thành công",
     "Redemption code disabled successfully": "Mã đổi thưởng đã vô hiệu hóa thành công",
     "Redemption code enabled successfully": "Mã đổi thưởng đã kích hoạt thành công.",
+    "Redemption code name length must be between 1-20": "Tên mã đổi thưởng phải dài từ 1 đến 20 ký tự",
     "Redemption code updated successfully": "Mã đổi thưởng đã cập nhật thành công",
     "Redemption code(s) created successfully": "Mã đổi thưởng đã tạo thành công",
+    "Redemption codes": "Mã đổi thưởng",
     "Redemption Codes": "Mã đổi thưởng",
     "Redemption codes are disabled until the administrator confirms compliance terms.": "Mã đổi thưởng bị tắt cho đến khi quản trị viên xác nhận điều khoản tuân thủ.",
     "Redemption codes created": "Đã tạo mã quy đổi",
     "redemption codes.": "Mã đổi thưởng",
     "Redemption failed": "Đổi thưởng thất bại",
+    "Redemption failed, please try again later": "Đổi mã thất bại, vui lòng thử lại sau",
+    "Redemption quota must be positive": "Hạn mức của mã đổi thưởng phải là số dương",
     "Redemption successful! Added: {{quota}}": "Đổi mã thành công! Đã thêm: {{quota}}",
     "Redirect {{model}}": "Chuyển hướng {{model}}",
     "Redirect fetched upstream names to the names your users call.": "Chuyển hướng các tên thượng nguồn đã lấy sang tên mà người dùng gọi.",
@@ -4698,16 +5309,18 @@
     "Refresh details": "Làm mới chi tiết",
     "Refresh failed": "Làm mới thất bại",
     "Refresh failed. Showing the last successful snapshot.": "Làm mới thất bại. Đang hiển thị bản chụp thành công gần nhất.",
+    "Refresh in {{seconds}}s": "Refresh in {{seconds}}s",
     "Refresh interval (minutes)": "Khoảng thời gian làm mới (phút)",
+    "Refresh preview": "Làm mới bản xem trước",
     "Refresh Stats": "Làm mới thống kê",
     "Refresh the list and try again.": "Hãy làm mới danh sách và thử lại.",
+    "Refresh the preview before trying again; some changes may already have been saved.": "Hãy làm mới bản xem trước trước khi thử lại; một số thay đổi có thể đã được lưu.",
+    "Refreshing": "Refreshing",
     "Refreshing...": "Đang làm mới...",
     "Refund": "Hoàn tiền",
     "Refund Details": "Chi tiết hoàn tiền",
     "Regenerate": "Tạo lại",
-    "Regenerate access token?": "Tạo lại token truy cập?",
     "Regenerate Backup Codes": "Tạo lại Mã dự phòng",
-    "Regenerate token": "Tạo lại token",
     "Regenerated two-factor backup codes": "Đã tạo lại mã dự phòng xác thực hai yếu tố",
     "Regenerating immediately invalidates any existing token.": "Việc tạo lại sẽ vô hiệu hóa ngay mọi token hiện có.",
     "Regex": "Biểu thức chính quy",
@@ -4722,9 +5335,16 @@
     "Registry (optional)": "Registry (tùy chọn)",
     "Registry secret": "Bí mật Registry",
     "Registry username": "Tên người dùng Registry",
+    "Regular administrators cannot promote other users to administrator": "Quản trị viên thông thường không thể nâng người dùng khác lên quản trị viên",
     "Reinstall latest": "Cài lại bản mới nhất",
+    "Reject a Responses result when the upstream declares a model other than gpt-6-astra. Enabled by default; disable only for an intentional mapping.": "Reject a Responses result when the upstream declares a model other than gpt-6-astra. Enabled by default; disable only for an intentional mapping.",
     "Reject Reason": "Lý do từ chối",
+    "Rejected and charged": "Rejected and charged",
+    "Rejected results still incur upstream usage charges. Switching sends another request that is charged separately, so one client request can incur multiple charges. If no safe switch is available, the request fails instead of delivering a mismatched result.": "Rejected results still incur upstream usage charges. Switching sends another request that is charged separately, so one client request can incur multiple charges. If no safe switch is available, the request fails instead of delivering a mismatched result.",
+    "Rejected without charge": "Rejected without charge",
     "Release details": "Chi tiết phiên bản",
+    "Release to insert a new priority tier": "Thả để chèn mức ưu tiên mới",
+    "Release to join priority {{priority}}": "Thả để ghép vào mức ưu tiên {{priority}}",
     "Released": "Phát hành",
     "Reload pricing": "Tải lại giá",
     "Reload vendor details": "Tải lại thông tin nhà cung cấp",
@@ -4737,6 +5357,11 @@
     "Remaining quota units": "Đơn vị hạn ngạch còn lại",
     "Remaining:": "Còn lại:",
     "Remark": "Nhận xét",
+    "Remind me next time": "Remind me next time",
+    "Remind me once when my balance drops below the threshold": "Nhắc tôi một lần khi số dư giảm xuống dưới ngưỡng",
+    "Remind users through their chosen notification method when their balance drops below the threshold": "Nhắc người dùng qua phương thức thông báo họ đã chọn khi số dư giảm xuống dưới ngưỡng",
+    "Reminder threshold": "Ngưỡng nhắc nhở",
+    "Reminder threshold cannot be negative": "Ngưỡng nhắc nhở không được là số âm",
     "Remove": "Xóa",
     "Remove {{group}}": "Xóa {{group}}",
     "Remove {{value}}": "Xóa {{value}}",
@@ -4770,15 +5395,19 @@
     "Removed": "Đã xóa",
     "Removed {{removed}} duplicate key(s). Before: {{before}}, After: {{after}}": "Đã xóa {{removed}} khóa trùng lặp. Trước: {{before}}, Sau: {{after}}",
     "Removed an OAuth binding for the user": "Đã gỡ một liên kết OAuth của người dùng",
+    "Removed models": "Mô hình đã xóa",
     "Removed Models ({{count}})": "Các mô hình đã xóa ({{count}})",
+    "Removed models will no longer be available through this channel. Select removals explicitly.": "Mô hình bị xóa sẽ không còn khả dụng qua kênh này. Hãy chọn rõ các mô hình cần xóa.",
     "Removed settings": "Cấu hình bị xóa",
     "Removes MjProxy flags such as --fast, --relax, and --turbo from user prompts.": "Loại bỏ các cờ MjProxy như --fast, --relax và --turbo khỏi lời nhắc của người dùng.",
     "Removing Passkey will require you to sign in with your password next time. You can re-register anytime.": "Xóa Khóa truy cập sẽ yêu cầu bạn đăng nhập bằng mật khẩu của mình vào lần tới. Bạn có thể đăng ký lại bất cứ lúc nào.",
     "Rename": "Đổi tên",
     "Rename deployment": "Đổi tên deployment",
     "Rename failed": "Đổi tên thất bại",
+    "Renamed an access token": "Đã đổi tên token truy cập",
     "Renamed successfully": "Đổi tên thành công",
     "Renaming metadata does not rename channel models or move pricing. Existing prices stay with the original model name.": "Đổi tên siêu dữ liệu không đổi tên mô hình trong kênh hay chuyển giá. Giá hiện có vẫn gắn với tên mô hình ban đầu.",
+    "Reorder channel {{id}}": "Đổi thứ tự kênh {{id}}",
     "Repair": "Sửa",
     "Repair Channel Consistency": "Sửa tính nhất quán kênh",
     "Repair channel consistency?": "Sửa tính nhất quán kênh?",
@@ -4794,17 +5423,21 @@
     "Replace With": "Thay bằng",
     "replaced": "thay thế",
     "Replacement Model": "Replacement model",
+    "Replay drag demo": "Phát lại minh họa",
     "Replica count": "Số bản sao",
     "Replicate": "Sao chép",
     "Report an issue": "Báo cáo sự cố",
     "request": "yêu cầu",
     "Request": "Yêu cầu",
     "Request & Response": "Yêu cầu và phản hồi",
+    "Request and cache statistics: last 24 hours": "Request and cache statistics: last 24 hours",
+    "Request and detection status by group": "Request and detection status by group",
     "Request Body Disk Cache": "Bộ nhớ đệm đĩa nội dung yêu cầu",
     "Request Body Field": "Trường thân yêu cầu",
     "Request Body Memory Cache": "Bộ nhớ đệm RAM nội dung yêu cầu",
     "Request body must be a JSON object.": "Nội dung yêu cầu phải là một đối tượng JSON.",
     "Request body pass-through is enabled. The request body will be sent directly to the upstream without any conversion.": "Chuyển tiếp body yêu cầu đã được bật. Body yêu cầu sẽ được gửi trực tiếp mà không chuyển đổi.",
+    "Request cache hit rate": "Request cache hit rate",
     "Request checks": "Kiểm tra yêu cầu",
     "Request completed": "Yêu cầu hoàn tất",
     "Request conversion": "Chuyển đổi yêu cầu",
@@ -4819,6 +5452,7 @@
     "Request Header Overrides": "Ghi đè Tiêu đề Yêu cầu",
     "Request headers must be a JSON object with string values.": "Tiêu đề yêu cầu phải là đối tượng JSON có giá trị chuỗi.",
     "Request ID": "ID yêu cầu",
+    "Request information": "Request information",
     "Request Limits": "Hạn mức yêu cầu",
     "Request Model": "Mô hình yêu cầu",
     "Request Model Name": "Tên mô hình trong yêu cầu",
@@ -4826,7 +5460,9 @@
     "Request names your users call": "Tên yêu cầu mà người dùng gọi",
     "Request overrides, routing behavior, and upstream model automation": "Ghi đè yêu cầu, hành vi định tuyến và tự động hóa mô hình upstream",
     "Request Path": "Đường dẫn yêu cầu",
+    "Request path not supported": "Request path not supported",
     "Request policies": "Chính sách yêu cầu",
+    "Request policy decisions": "Quyết định chính sách yêu cầu",
     "Request processing": "Xử lý yêu cầu",
     "Request rejected locally": "Yêu cầu bị từ chối cục bộ",
     "Request retry": "Thử lại yêu cầu",
@@ -4839,6 +5475,7 @@
     "Request timed out, please refresh and restart GitHub login": "Yêu cầu đã hết thời gian chờ, vui lòng làm mới và đăng nhập lại GitHub",
     "Request-based": "Theo yêu cầu",
     "Requested items": "Số mục yêu cầu",
+    "Requested model": "Requested model",
     "Requested quota": "Số tiền yêu cầu",
     "Requested quota: {{quota}}": "Số tiền yêu cầu: {{quota}}",
     "Requested redemption code IDs": "ID mã quy đổi được yêu cầu xóa",
@@ -4855,7 +5492,6 @@
     "Requests will be forwarded to this worker. Trailing slashes are removed automatically.": "Các yêu cầu sẽ được chuyển tiếp đến worker này. Dấu gạch chéo ở cuối được tự động loại bỏ.",
     "Requests:": "Yêu cầu:",
     "Require email verification for new accounts": "Yêu cầu xác minh email cho tài khoản mới",
-    "Retry budget": "Ngân sách thử lại",
     "Require job success before follow-up actions": "Yêu cầu công việc thành công trước các hành động tiếp theo",
     "Require login to view models": "Yêu cầu đăng nhập để xem các mô hình",
     "Require login to view rankings": "Yêu cầu đăng nhập để xem bảng xếp hạng",
@@ -4863,10 +5499,12 @@
     "required": "bắt buộc",
     "Required": "Bắt buộc",
     "Required events:": "Sự kiện bắt buộc:",
+    "Required permission": "Quyền cần có",
     "Required provider, authentication, model, and group settings": "Thiết lập bắt buộc về nhà cung cấp, xác thực, mô hình và nhóm",
     "Required to expose MjProxy-style image generation to end users.": "Cần thiết để cung cấp tính năng tạo hình ảnh kiểu MjProxy cho người dùng cuối.",
     "Requires an available channel and access to its group.": "Cần có kênh khả dụng và quyền truy cập nhóm tương ứng.",
     "Requires global auto-disable and this channel option.": "Cần bật tự động vô hiệu hóa cả toàn cục lẫn kênh này.",
+    "Requires model detection. When off, responses are delivered normally. When on, mismatched responses are rejected and a safe channel switch is attempted.": "Requires model detection. When off, responses are delivered normally. When on, mismatched responses are rejected and a safe channel switch is attempted.",
     "Requires upstream WebSocket support": "Thượng nguồn phải hỗ trợ WebSocket",
     "Rerank": "Re-rank",
     "Reroll": "Quay lại",
@@ -4875,6 +5513,8 @@
     "Resend codes": "Gửi lại mã",
     "Resend in {{seconds}}s": "Gửi lại sau {{seconds}} giây",
     "Reserve requested images; settle returned images.": "Tạm trừ theo số ảnh yêu cầu, quyết toán theo số ảnh nhận được.",
+    "Reserve the estimated input cost multiplied by this value, without estimating output tokens. Defaults to 1; positive decimals such as 0.5 and 1.5 are supported. Final charges use actual usage. Per-request and task prices are unaffected.": "Giữ trước chi phí đầu vào ước tính nhân với hệ số này, không ước tính token đầu ra. Mặc định là 1; hỗ trợ số thập phân dương như 0,5 và 1,5. Phí cuối cùng dựa trên mức sử dụng thực tế. Giá theo yêu cầu và tác vụ không bị ảnh hưởng.",
+    "Reserved": "Reserved",
     "Reserved for viewing complete channel keys after secure verification.": "Dành riêng để xem khóa kênh đầy đủ sau khi xác minh bảo mật.",
     "Reset": "Đặt lại",
     "Reset {{count}} active subscriptions": "Đã đặt lại {{count}} gói đăng ký đang hoạt động",
@@ -4894,8 +5534,12 @@
     "Reset Credit": "Lượt đặt lại",
     "Reset Credits": "Lượt đặt lại",
     "Reset Cycle": "Chu kỳ đặt lại",
+    "Reset detection records": "Reset detection records",
     "Reset email sent, please check your inbox": "Email đặt lại đã được gửi, vui lòng kiểm tra hộp thư đến",
     "Reset failed": "Đặt lại thất bại",
+    "Reset fingerprint and benchmark history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.": "Reset fingerprint and benchmark history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.",
+    "Reset fingerprint and pelican history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.": "Reset fingerprint and pelican history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.",
+    "Reset fingerprint and vision history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.": "Reset fingerprint and vision history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.",
     "Reset model ratios": "Đã đặt lại tỷ lệ mô hình",
     "Reset Passkey": "Đặt lại Khóa truy cập",
     "Reset Passkey for {{username}}? The user will need to register a new Passkey before using passwordless login.": "Đặt lại Passkey cho {{username}}? Người dùng cần đăng ký Passkey mới trước khi dùng đăng nhập không mật khẩu.",
@@ -4920,28 +5564,36 @@
     "Resources": "Tài nguyên",
     "Responding...": "Đang phản hồi...",
     "Response": "Phản hồi",
+    "Response delivered": "Response delivered",
     "Response Model": "Mô hình trong phản hồi",
     "Response model mismatch": "Mô hình phản hồi không khớp",
     "Response model: {{model}}": "Mô hình phản hồi: {{model}}",
+    "Response speed uses recent streaming model tests; throughput uses the latest 30 valid model calls with model-test fallback. Stability uses request statistics. Price uses effective multipliers.": "Tốc độ phản hồi dựa trên kiểm thử mô hình phát trực tiếp gần đây; thông lượng dựa trên 30 lệnh gọi hợp lệ gần nhất hoặc kiểm thử mô hình khi chưa có mẫu. Độ ổn định dựa trên thống kê yêu cầu; giá dùng hệ số thực tế.",
     "Response Time": "Thời gian phản hồi",
     "Response time: {{duration}}": "Thời gian phản hồi: {{duration}}",
     "Response too large": "Phản hồi quá lớn",
     "Responses API Version": "Phiên bản API Phản hồi",
+    "Responses WebSocket": "Responses WebSocket",
+    "Responses WebSocket not supported": "Responses WebSocket not supported",
     "Restore default pricing": "Khôi phục giá mặc định",
     "Restore defaults": "Khôi phục mặc định",
     "Restore global Auto": "Khôi phục Auto toàn cục",
     "Restore notifications": "Nhận thông báo trở lại",
     "Restrict user model request frequency (may impact high concurrency performance)": "Hạn chế tần suất yêu cầu mô hình người dùng (có thể ảnh hưởng đến hiệu suất khi có độ đồng thời cao)",
     "Result": "Kết quả",
+    "Result not retained": "Kết quả không được lưu",
+    "Resume drag demo": "Tiếp tục minh họa kéo thả",
     "Retain last N days": "Giữ lại N ngày gần nhất",
     "Retain last N files": "Giữ lại N tệp gần nhất",
     "Retention days": "Số ngày lưu giữ",
     "Retrieve result": "Truy vấn kết quả",
     "Retry": "Thử lại",
+    "Retry a server error once in the same group, then switch and cool down for 10 minutes. A failed recovery probe switches immediately.": "Retry a server error once in the same group, then switch and cool down for 10 minutes. A failed recovery probe switches immediately.",
+    "Retry a server error once in the same group. Switch and cool down for 10 minutes only when a backup is available; otherwise keep the current group. Streaming and non-streaming cooldowns are separate.": "Retry a server error once in the same group. Switch and cool down for 10 minutes only when a backup is available; otherwise keep the current group. Streaming and non-streaming cooldowns are separate.",
+    "Retry budget": "Ngân sách thử lại",
     "Retry Chain": "Chuỗi thử lại",
     "Retry Settings": "Cài đặt thử lại",
     "Retry Suggestion": "Gợi ý thử lại",
-    "Rules can inherit or override these defaults.": "Quy tắc có thể kế thừa hoặc ghi đè các mặc định này.",
     "Retry Times": "Số lần thử lại",
     "Return a custom error immediately": "Trả về lỗi tùy chỉnh ngay lập tức",
     "Return Custom Error": "Trả lỗi tùy chỉnh",
@@ -4949,12 +5601,15 @@
     "Return Error": "Trả về lỗi",
     "Return per-token log probabilities": "Trả về log probabilities cho từng token",
     "Return to dashboard": "Quay lại bảng điều khiển",
+    "Return to manual pool": "Return to manual pool",
     "Return to the original window to continue.": "Quay lại cửa sổ ban đầu để tiếp tục.",
     "Return vector embeddings for inputs": "Trả về vector embedding cho đầu vào",
     "Returned keys": "Số khóa trả về",
+    "Returned model": "Returned model",
     "Returned token IDs": "ID mã thông báo được trả về",
     "Returned: {{processed}}": "Trả về: {{processed}}",
     "Reveal API key": "Hiển thị khóa API",
+    "Reveal full keys": "Xem khóa đầy đủ",
     "Reveal key": "Display key",
     "Revenue": "Doanh thu",
     "Review & initialize": "Xem lại và khởi tạo",
@@ -4964,15 +5619,19 @@
     "Review confirmation": "Kiểm tra và xác nhận",
     "Review every addition and overwrite before applying. Pricing, channels, and group access are not changed.": "Kiểm tra từng mục thêm và ghi đè trước khi áp dụng. Giá, kênh và quyền nhóm không thay đổi.",
     "Review model rates before scaling traffic": "Xem giá mô hình trước khi mở rộng lưu lượng",
+    "Review selected changes": "Kiểm tra thay đổi đã chọn",
+    "Review the affected Passkeys and confirm the domain removal. If the settings or impact have changed, confirmation is required again.": "Hãy xem lại các Passkey bị ảnh hưởng và xác nhận xóa tên miền. Nếu cài đặt hoặc phạm vi ảnh hưởng thay đổi, cần xác nhận lại.",
     "Review the affected records before applying. Pricing, channels, and model names are preserved.": "Kiểm tra các bản ghi bị ảnh hưởng trước khi áp dụng. Giá, kênh và tên mô hình được giữ nguyên.",
     "Review the compatible domains and allowed websites, then save changes on the settings page.": "Kiểm tra các tên miền tương thích và trang web được phép, rồi lưu thay đổi trên trang cài đặt.",
+    "Review the model changes before applying. Unselected models stay unchanged and will not be ignored.": "Kiểm tra thay đổi trước khi áp dụng. Mô hình không được chọn sẽ giữ nguyên và không bị đưa vào danh sách bỏ qua.",
     "Review the prices and billing expression. Confirming updates the draft; save model pricing to apply it.": "Kiểm tra giá và biểu thức tính phí. Xác nhận chỉ cập nhật bản nháp; hãy lưu giá mô hình để áp dụng.",
     "Review your payment details": "Xem lại chi tiết thanh toán của bạn",
     "Review your purchase details before proceeding.": "Xem lại chi tiết mua hàng trước khi tiếp tục.",
     "Revoke": "Thu hồi",
-    "Revoke access token?": "Thu hồi token truy cập?",
     "Revoke session?": "Thu hồi phiên này?",
-    "Revoked the system access token": "Đã thu hồi token truy cập hệ thống",
+    "Revoke this access token? Scripts using it stop working immediately.": "Thu hồi token truy cập này? Các script đang dùng nó sẽ ngừng hoạt động ngay lập tức.",
+    "Revoked access tokens": "Token truy cập đã thu hồi",
+    "Revoked an access token": "Đã thu hồi token truy cập",
     "Rewards will be added directly to your balance": "Phần thưởng sẽ được thêm trực tiếp vào số dư của bạn",
     "Rewrite callback URLs to the local server": "Viết lại URL callback đến máy chủ cục bộ",
     "Right to Left": "Phải sang trái",
@@ -4997,6 +5656,8 @@
     "Routing & Mapping": "Định tuyến và ánh xạ",
     "Routing & Overrides": "Định tuyến & ghi đè",
     "Routing Group": "Nhóm định tuyến",
+    "Routing preference": "Routing preference",
+    "Routing preview": "Routing preview",
     "Routing Reliability": "Độ tin cậy định tuyến",
     "Routing Strategy": "Chiến lược định tuyến",
     "Rows are user groups, columns are billing groups. Empty cells fall back to the base ratio shown in gray.": "Hàng là nhóm người dùng, cột là nhóm tính phí. Ô trống sẽ dùng hệ số cơ bản hiển thị màu xám.",
@@ -5018,12 +5679,16 @@
     "Rule editor mode": "Chế độ sửa quy tắc",
     "Rule group": "Nhóm quy tắc",
     "Rule override": "Thiết lập riêng của quy tắc",
+    "rule_name cannot be empty": "rule_name không được để trống",
     "rules": "quy tắc",
     "Rules": "Quy tắc",
     "Rules are checked in order. The first match determines the price.": "Các quy tắc được xét theo thứ tự. Quy tắc khớp đầu tiên quyết định giá.",
+    "Rules can inherit or override these defaults.": "Quy tắc có thể kế thừa hoặc ghi đè các mặc định này.",
+    "Rules for {{group}}": "Quy tắc cho {{group}}",
     "Rules JSON": "JSON quy tắc",
     "Rules JSON must be an array": "JSON quy tắc phải là một mảng",
     "Rules match the original model value from the client request body.": "Quy tắc khớp với giá trị model gốc trong thân yêu cầu của client.",
+    "Run and manage maintenance tasks and performance settings.": "Chạy và quản lý tác vụ bảo trì cùng cài đặt hiệu năng.",
     "Run background checks using the selected test mode": "Chạy kiểm tra nền theo chế độ đã chọn",
     "Run dry run": "Chạy thử",
     "Run GC": "Chạy GC",
@@ -5038,7 +5703,14 @@
     "s": "s",
     "Safety Settings": "Cài đặt an toàn",
     "Same as Local": "Giống như địa phương",
+    "Sample {{number}}": "Sample {{number}}",
+    "Sample all Astra channels": "Sample all Astra channels",
     "Sample interval: {{seconds}} seconds": "Khoảng lấy mẫu: {{seconds}} giây",
+    "Sampled downgrade rate": "Sampled downgrade rate",
+    "Sampling data unavailable": "Sampling data unavailable",
+    "Sampling failed": "Sampling failed",
+    "Sampling in progress": "Sampling in progress",
+    "Sampling queued. Results will refresh automatically.": "Sampling queued. Results will refresh automatically.",
     "Sampling temperature; lower is more deterministic": "Nhiệt độ lấy mẫu; càng thấp càng ổn định",
     "Sandbox": "Hộp cát",
     "Sandbox mode": "Chế độ sandbox",
@@ -5060,6 +5732,8 @@
     "Save failed, please retry": "Lưu thất bại, vui lòng thử lại",
     "Save general settings": "Lưu cài đặt chung",
     "Save group ratios": "Lưu tỷ lệ nhóm",
+    "Save group settings": "Lưu cài đặt nhóm",
+    "Save group tags": "Save group tags",
     "Save io.net settings": "Lưu cài đặt io.net",
     "Save log settings": "Lưu cài đặt nhật ký",
     "Save metadata": "Lưu siêu dữ liệu",
@@ -5070,6 +5744,7 @@
     "Save navigation": "Lưu điều hướng",
     "Save notice": "Lưu thông báo",
     "Save or discard pricing changes before renaming metadata.": "Lưu hoặc hủy thay đổi giá trước khi đổi tên siêu dữ liệu.",
+    "Save personal multipliers": "Save personal multipliers",
     "Save Preferences": "Lưu tùy chọn",
     "Save preview": "Xem trước lưu",
     "Save rate limits": "Lưu giới hạn tốc độ",
@@ -5077,17 +5752,16 @@
     "Save sensitive words": "Lưu từ nhạy cảm",
     "Save Settings": "Lưu Cài đặt",
     "Save sidebar modules": "Lưu các mô-đun thanh bên",
-    "Save SMTP settings": "Lưu cài đặt SMTP",
     "Save SSRF settings": "Lưu cài đặt SSRF",
     "Save Stripe settings": "Lưu cài đặt Stripe",
     "Save these backup codes in a safe place. Each code can only be used once.": "Lưu các mã dự phòng này ở nơi an toàn. Mỗi mã chỉ được sử dụng một lần.",
     "Save these codes in a safe place. Each code can only be used once.": "Hãy lưu các mã này ở nơi an toàn. Mỗi mã chỉ có thể được sử dụng một lần.",
-    "Save this token now. You won't be able to view it again after closing this dialog.": "Hãy lưu token này ngay. Bạn sẽ không thể xem lại sau khi đóng hộp thoại.",
     "Save token limits": "Lưu giới hạn token",
     "Save tool prices": "Lưu giá công cụ",
     "Save Waffo Pancake settings": "Lưu cài đặt Waffo Pancake",
     "Save Worker settings": "Lưu cài đặt Worker",
     "Saved successfully": "Lưu thành công",
+    "Saving permission changes requires security verification": "Lưu thay đổi quyền cần xác minh bảo mật",
     "Saving...": "Đang lưu...",
     "Scan QR Code": "Quét mã QR",
     "Scan the QR code to follow the official account and reply with “验证码” to receive your verification code.": "Quét mã QR để theo dõi tài khoản chính thức, trả lời « 验证码 » để nhận mã xác minh.",
@@ -5103,6 +5777,7 @@
     "Science": "Khoa học",
     "Scope": "Phạm vi",
     "Scopes": "Phạm vi",
+    "Score gap": "Score gap",
     "Search": "Tìm kiếm",
     "Search by name or URL...": "Tìm kiếm theo tên hoặc URL...",
     "Search by order number...": "Tìm kiếm theo số đơn hàng...",
@@ -5113,6 +5788,7 @@
     "Search deployments...": "Tìm kiếm triển khai...",
     "Search feature in development": "Tính năng tìm kiếm đang được phát triển",
     "Search group names...": "Tìm kiếm tên nhóm...",
+    "Search groups by name or description": "Tìm theo tên hoặc mô tả nhóm",
     "Search groups...": "Searching for group...",
     "Search icons or enter an icon key": "Tìm biểu tượng hoặc nhập khóa biểu tượng",
     "Search method identifiers...": "Tìm mã định danh phương thức...",
@@ -5174,6 +5850,7 @@
     "Select active subscription plan": "Chọn gói đăng ký đang hoạt động",
     "Select all": "Chọn tất cả",
     "Select all (filtered)": "Chọn tất cả (đã lọc)",
+    "Select all changed fields": "Chọn tất cả trường thay đổi",
     "Select all matching models": "Chọn tất cả mô hình phù hợp",
     "Select all models": "Chọn tất cả mô hình",
     "Select all models in {{category}}": "Chọn tất cả mô hình trong {{category}}",
@@ -5185,8 +5862,10 @@
     "Select at least one Auto group or restore global Auto.": "Chọn ít nhất một nhóm Auto hoặc khôi phục Auto toàn cục.",
     "Select at least one field to overwrite.": "Chọn ít nhất một trường để ghi đè.",
     "Select at least one model to preview mappings.": "Chọn ít nhất một mô hình để xem trước ánh xạ.",
+    "Select at least one permission": "Hãy chọn ít nhất một quyền",
     "Select at least one route": "Chọn ít nhất một route",
     "Select at least one target model": "Chọn ít nhất một mô hình đích",
+    "Select at least one valid permission.": "Chọn ít nhất một quyền hợp lệ.",
     "Select at most {{max}} Auto groups": "Chọn tối đa {{max}} nhóm Auto",
     "Select body font": "Chọn phông chữ nội dung",
     "Select border radius": "Chọn độ bo góc",
@@ -5203,6 +5882,7 @@
     "Select from presets or type custom identifier.": "Chọn từ các cài đặt sẵn hoặc nhập mã định danh tùy chỉnh.",
     "Select granularity": "Select detail level",
     "Select groups (leave empty to keep current)": "Chọn nhóm (để trống để giữ nguyên hiện tại)",
+    "Select groups to exclude": "Chọn nhóm không sử dụng",
     "Select interface density": "Chọn mật độ giao diện",
     "Select items...": "Chọn các mục...",
     "Select key format": "Chọn định dạng khóa",
@@ -5212,7 +5892,6 @@
     "Select locations": "Chọn vị trí",
     "Select model": "Chọn mô hình",
     "Select Model": "Chọn mẫu",
-    "Session defaults": "Mặc định phiên",
     "Select model {{model}}": "Chọn mô hình {{model}}",
     "Select models": "Chọn các mô hình",
     "Select models (empty for allow all)": "Chọn model (để trống nếu muốn cho",
@@ -5223,7 +5902,6 @@
     "Select or enter color value": "Chọn hoặc nhập giá trị màu",
     "Select or enter method identifier": "Chọn hoặc nhập mã định danh phương thức",
     "Select or enter model name": "Chọn hoặc nhập tên mô hình",
-    "Sessions and retries": "Phiên và thử lại",
     "Select or enter payment type": "Chọn hoặc nhập loại thanh toán",
     "Select or enter payment type key": "Chọn hoặc nhập khóa loại thanh toán",
     "Select payment method": "Chọn phương thức thanh toán",
@@ -5248,6 +5926,7 @@
     "Select the API endpoint region": "Chọn khu vực điểm cuối API",
     "Select the fields you want to overwrite with upstream data. Unselected fields keep their local values.": "Chọn các trường bạn muốn ghi đè bằng dữ liệu thượng nguồn. Các trường không được chọn sẽ giữ nguyên giá trị cục bộ của chúng.",
     "Select the models to keep in this channel.": "Chọn các mô hình cần giữ lại trong kênh này.",
+    "Select the task plugins installed on the upstream gateway": "Chọn các plugin tác vụ đã cài trên gateway thượng nguồn",
     "Select theme preference": "Chọn chủ đề ưu tiên",
     "Select theme preset": "Chọn tùy chỉnh chủ đề",
     "Select time granularity": "Chọn độ chi tiết thời gian",
@@ -5257,6 +5936,7 @@
     "selected": "đã chọn",
     "Selected {{count}}": "Đã chọn {{count}}",
     "Selected {{selected}} / {{total}}": "Đã chọn {{selected}} / {{total}}",
+    "Selected candidate": "Selected candidate",
     "selected channel(s). Leave empty to remove tag.": "Kênh đã chọn. Để trống để xóa thẻ.",
     "Selected conflicts were overwritten successfully.": "Các xung đột được chọn đã được ghi đè thành công.",
     "Selected names are": "Tên đã chọn là",
@@ -5268,7 +5948,6 @@
     "Send a request": "Gửi yêu cầu",
     "Send chat completions to the OpenAI-compatible /v1/chat/completions instead of the native Ollama /api/chat": "Gửi yêu cầu chat completions tới /v1/chat/completions tương thích OpenAI thay vì /api/chat gốc của Ollama",
     "Send code": "Gửi mã",
-    "Send email alerts when a user falls below this quota": "Gửi cảnh báo email khi người dùng xuống dưới hạn mức này",
     "Send reset email": "Gửi email đặt lại",
     "Send the original request body to upstream without conversion. Only available for native forwarding routes.": "Gửi phần thân yêu cầu gốc lên upstream mà không chuyển đổi. Chỉ dùng được cho các tuyến chuyển tiếp nguyên bản.",
     "Sending...": "Đang gửi...",
@@ -5284,10 +5963,14 @@
     "Server Log Management": "Quản lý nhật ký máy chủ",
     "Server logging is not enabled (log directory not configured)": "Nhật ký máy chủ chưa được bật (chưa cấu hình thư mục nhật ký)",
     "Server Token": "Mã thông báo máy chủ",
+    "Server-side routing preview only; no model request or charge. Availability and session bindings may change the selected channel.": "Server-side routing preview only; no model request or charge. Availability and session bindings may change the selected channel.",
     "Service account JSON file(s)": "Tệp JSON tài khoản dịch vụ",
+    "Service status": "Service status",
+    "Service support provided by Crash Workshop Cloud Computing": "Service support provided by Crash Workshop Cloud Computing",
     "Session": "Phiên",
     "Session behavior": "Giữ phiên",
     "Session behavior prevents switching channels": "Cài đặt duy trì phiên ngăn việc chuyển kênh",
+    "Session defaults": "Mặc định phiên",
     "Session expired!": "Phiên hết hạn!",
     "Session expired?": "Phiên đã hết hạn?",
     "Session rule": "Quy tắc phiên",
@@ -5296,6 +5979,7 @@
     "Session rules table": "Bảng quy tắc phiên",
     "Session signed out": "Đã đăng xuất phiên",
     "Sessions & Access": "Phiên và truy cập",
+    "Sessions and retries": "Phiên và thử lại",
     "Set": "Đặt",
     "Set a discount rate for a specific recharge amount threshold.": "Đặt tỷ lệ chiết khấu cho một ngưỡng số tiền nạp cụ thể.",
     "Set a secure password (min. 8 characters)": "Đặt mật khẩu an toàn (tối thiểu 8 ký tự)",
@@ -5311,6 +5995,7 @@
     "Set prices for each set of conditions below. Cost = usage × unit price + additional charge. Token prices are per million tokens.": "Đặt giá cho từng điều kiện bên dưới. Chi phí = mức sử dụng × đơn giá + phí bổ sung. Đơn giá token tính trên mỗi triệu token.",
     "Set prices for each set of conditions below. Cost = usage × unit price + fixed fee. Token prices are per million tokens.": "Đặt giá cho từng điều kiện bên dưới. Chi phí = mức sử dụng × đơn giá + phí cố định. Đơn giá token tính trên mỗi triệu token.",
     "Set Project to io.cloud when creating/selecting key": "Đặt Dự án thành io.cloud khi tạo/chọn khóa",
+    "Set public aliases and visibility for each group. Hidden groups are excluded from the public status API.": "Set public aliases and visibility for each group. Hidden groups are excluded from the public status API.",
     "Set quota amount and limits": "Thiết lập hạn mức và giới hạn",
     "Set Request Header": "Đặt header yêu cầu",
     "Set runtime request header: override entire value, or manipulate comma-separated tokens": "Đặt header yêu cầu runtime: ghi đè toàn bộ giá trị hoặc thao tác token phân cách bằng dấu phẩy",
@@ -5330,7 +6015,11 @@
     "Setting updated successfully": "Cài đặt đã được cập nhật thành công",
     "Settings": "Cài đặt",
     "Settings & Preferences": "Cài đặt & Tùy chọn",
+    "Settings take effect after saving the API key.": "Settings take effect after saving the API key.",
+    "Settings updated": "Đã cập nhật cài đặt",
     "Settings updated successfully": "Cài đặt đã được cập nhật thành công",
+    "Settled attempt total": "Settled attempt total",
+    "Settled by the task usage expression": "Quyết toán theo biểu thức mức dùng của tác vụ",
     "Setup expired. Scan the new QR code and save the new backup codes.": "Thiết lập đã hết hạn. Quét mã QR mới và lưu các mã dự phòng mới.",
     "Setup guide": "Hướng dẫn thiết lập",
     "Setup guide complete": "Đã hoàn tất hướng dẫn thiết lập",
@@ -5359,6 +6048,8 @@
     "Show or hide flow columns": "Hiện hoặc ẩn các cột luồng",
     "Show preview": "Hiển thị bản xem trước",
     "Show prices in currency instead of quota.": "Hiển thị giá bằng tiền tệ thay vì hạn ngạch.",
+    "Show publicly": "Show publicly",
+    "Show recent degradation tag": "Show recent degradation tag",
     "Show selected models in model square": "Hiển thị mô hình đã chọn trong kho mô hình",
     "Show sensitive data": "Hiển thị dữ liệu nhạy cảm",
     "Show setup guide": "Hiển thị hướng dẫn thiết lập",
@@ -5379,6 +6070,7 @@
     "Sign In": "Đăng nhập",
     "Sign in now": "Đăng nhập ngay",
     "Sign in required": "Cần đăng nhập",
+    "Sign in to bind an account": "Đăng nhập để liên kết tài khoản",
     "Sign in with Passkey": "Đăng nhập bằng Passkey",
     "Sign out": "Đăng xuất",
     "Sign out other sessions": "Đăng xuất các phiên khác",
@@ -5404,37 +6096,47 @@
     "Simulation context is missing.": "Thiếu ngữ cảnh cần thiết để mô phỏng.",
     "Simulation time": "Thời gian mô phỏng",
     "Since previous sample": "Kể từ mẫu trước",
-    "Single .js file, up to 1 MiB. Its source is shown below before upload.": "Một tệp .js duy nhất, tối đa 1 MiB. Mã nguồn được hiển thị bên dưới trước khi tải lên.",
+    "Single .js file, up to 8 MiB. Its source is shown below before upload.": "Một tệp .js duy nhất, tối đa 8 MiB. Mã nguồn được hiển thị bên dưới trước khi tải lên.",
     "Single Key": "Khóa đơn",
     "Site & Branding": "Trang web & thương hiệu",
     "Site currency ({{currency}})": "Tiền tệ trang web ({{currency}})",
     "Site Key": "Khóa trang web",
     "Site URL": "URL trang web",
+    "Size {{size}}": "Kích thước {{size}}",
     "Size:": "Kích thước:",
     "sk_xxx or rk_xxx": "sk_xxx hoặc rk_xxx",
     "Skip async task polling delay": "Bỏ qua độ trễ thăm dò tác vụ bất đồng bộ",
+    "Skip non-Astra requests too": "Skip non-Astra requests too",
+    "Skip pre-consumption when the wallet balance and limited API key balance both exceed this amount. Set to 0 to always pre-consume. Subscriptions and asynchronous tasks always reserve quota.": "Bỏ qua khấu trừ trước khi số dư ví và số dư hạn mức khóa API đều vượt mức này. Đặt 0 để luôn khấu trừ trước. Gói đăng ký và tác vụ bất đồng bộ luôn giữ trước hạn mức.",
     "Skip retry on failure": "Không thử lại khi thất bại",
     "Skip SMTP TLS certificate verification": "Bỏ qua xác minh chứng chỉ TLS SMTP",
+    "Skip suspected degraded groups": "Skip suspected degraded groups",
     "Skip to Main": "Bỏ qua đến nội dung chính",
+    "Skip Upstream TLS Verification": "Bỏ qua xác minh chứng chỉ TLS của upstream",
     "Slug": "Slug",
     "Slug can only contain letters, numbers, hyphens, and underscores": "Slug chỉ có thể chứa chữ cái, số, dấu gạch ngang và dấu gạch dưới",
     "Slug is required": "Slug là bắt buộc",
     "Slug must be less than 100 characters": "Slug phải ít hơn 100 ký tự",
     "Smallest USD amount users can recharge (Epay)": "Số tiền USD tối thiểu người dùng có thể nạp (Epay)",
-    "SMTP Email": "Email SMTP",
     "SMTP encryption": "Mã hóa SMTP",
     "SMTP Host": "Máy chủ SMTP",
+    "SMTP server is not configured": "Máy chủ SMTP chưa được cấu hình",
     "smtp.example.com": "smtp.example.com",
     "socks5://user:pass@host:port": "socks5://user:pass@host:port",
     "Soft Errors": "Lỗi mềm",
     "Some channels failed: {{errorMsg}}": "Một số kênh thất bại: {{errorMsg}}",
+    "Some files could not be deleted ({{failed}}/{{total}})": "Không thể xóa một số tệp ({{failed}}/{{total}})",
     "Some matching models are hidden or have no available channel.": "Một số mô hình khớp đã bị ẩn hoặc không có kênh khả dụng.",
     "Some plugin information could not be read": "Không đọc được một số thông tin plugin",
+    "Some services are degraded": "Some services are degraded",
+    "Some services are unavailable": "Some services are unavailable",
     "Something went wrong!": "Có gì đó không ổn!",
     "Sonnet Model": "Mô hình Sonnet",
     "Sora": "Sora",
     "Sort": "Sắp xếp",
     "Sort by ID": "Sắp xếp theo ID",
+    "Sort by priority to drag channels": "Sắp xếp theo độ ưu tiên để kéo kênh",
+    "Sort channels by": "Sắp xếp kênh theo",
     "Sort Order": "Thứ tự sắp xếp",
     "Sort priority": "Ưu tiên sắp xếp",
     "Source": "Nguồn",
@@ -5461,11 +6163,14 @@
     "Special visibility rules": "Quy tắc hiển thị đặc biệt",
     "Specified time": "Thời gian chỉ định",
     "Speculative decoding acceptance rate": "Tỷ lệ chấp nhận giải mã suy đoán",
+    "Speed and stability use recent request statistics. Price ordering always uses your effective multiplier and does not depend on sample size.": "Speed and stability use recent request statistics. Price ordering always uses your effective multiplier and does not depend on sample size.",
+    "Speed uses recent streaming model tests; stability uses request statistics. Price uses effective multipliers.": "Speed uses recent streaming model tests; stability uses request statistics. Price uses effective multipliers.",
     "Spend limited": "Đã giới hạn chi tiêu",
     "Spread HTTP/2 traffic across multiple reusable connections to the same upstream origin (1-8).": "Phân tán lưu lượng HTTP/2 trên nhiều kết nối tái sử dụng tới cùng một nguồn upstream (1-8).",
     "SQLite stores all data in a single file. Make sure that file is persisted when running in containers.": "SQLite lưu trữ tất cả dữ liệu trong một tệp duy nhất. Đảm bảo tệp được lưu trữ lâu dài khi chạy trong container.",
     "SSL/TLS": "SSL/TLS",
     "SSRF Protection": "Bảo vệ SSRF",
+    "Stability first": "Stability first",
     "stale": "mất kết nối",
     "Standard": "Tiêu chuẩn",
     "Standard price": "Giá tiêu chuẩn",
@@ -5484,11 +6189,13 @@
     "Started two-factor authentication setup": "Đã bắt đầu thiết lập xác thực hai yếu tố",
     "STARTTLS": "STARTTLS",
     "State changed": "Trạng thái đã thay đổi",
+    "State parameter is empty or mismatched": "Tham số state trống hoặc không khớp",
     "State unchanged: {{status}}": "Trạng thái không đổi: {{status}}",
     "Static page describing the platform.": "Trang tĩnh mô tả nền tảng.",
     "Statistical count": "Số đếm thống kê",
     "Statistical quota": "Chỉ tiêu thống kê",
     "Statistical tokens": "Mã thông báo thống kê",
+    "Statistics cover the last 24 hours. Groups without samples are fallbacks, ordered by your applicable billing ratio. No price cap is applied.": "Statistics cover the last 24 hours. Groups without samples are fallbacks, ordered by your applicable billing ratio. No price cap is applied.",
     "Statistics reset": "Đã đặt lại thống kê",
     "Status": "Trạng thái",
     "Status & Sync": "Trạng thái & Đồng bộ",
@@ -5496,8 +6203,10 @@
     "Status Code": "Mã trạng thái",
     "Status Code Mapping": "Ánh xạ mã trạng thái",
     "Status code mapping must use valid HTTP status codes": "Ánh xạ mã trạng thái phải dùng mã trạng thái HTTP hợp lệ",
+    "Status data is temporarily unavailable": "Status data is temporarily unavailable",
     "Status is outside the retry rules": "Mã trạng thái ngoài quy tắc thử lại",
     "Status matches the retry rules": "Mã trạng thái khớp quy tắc thử lại",
+    "Status page": "Status page",
     "Status Page Slug": "Đường dẫn phụ trang trạng thái",
     "Status short": "TT",
     "Status:": "Trạng thái:",
@@ -5505,6 +6214,9 @@
     "Stay tuned though!": "Nhưng",
     "Steer behaviour with a system instruction": "Điều hướng hành vi bằng lệnh hệ thống",
     "Step": "Bước",
+    "Step {{current}} of {{total}}: {{label}}": "Bước {{current}} trên {{total}}: {{label}}",
+    "Still pending addition": "Vẫn chờ thêm",
+    "Still pending removal": "Vẫn chờ xóa",
     "Stop": "Dừng lại",
     "Stop Retry": "Dừng thử lại",
     "Stop testing": "Dừng kiểm thử",
@@ -5520,6 +6232,7 @@
     "stream": "dòng",
     "Stream": "Luồng",
     "Stream did not complete successfully": "Luồng không hoàn tất thành công",
+    "Stream end": "Stream end",
     "Stream Mode": "Chế độ streaming",
     "Stream Status": "Trạng thái luồng",
     "Stream tokens incrementally as they are generated": "Truyền dần token khi được tạo",
@@ -5533,8 +6246,11 @@
     "Stripe API key (leave blank unless updating)": "Khóa API Stripe (để trống trừ khi cập nhật)",
     "Stripe Dashboard": "Bảng điều khiển Stripe",
     "Stripe Gateway": "Cổng thanh toán Stripe",
+    "Stripe is not configured or key is invalid": "Stripe chưa được cấu hình hoặc khóa không hợp lệ",
     "Stripe product price ID": "ID giá sản phẩm Stripe",
+    "Stripe webhook is not configured": "Chưa cấu hình webhook Stripe",
     "Stripe/Creem requires creating products on the third-party platform and entering the ID": "Stripe/Creem yêu cầu tạo sản phẩm trên nền tảng bên thứ ba và nhập ID",
+    "StripePriceId is not configured for this plan": "Gói này chưa cấu hình StripePriceId",
     "Structured output": "Đầu ra có cấu trúc",
     "Submit": "Gửi",
     "Submit directly": "Gửi trực tiếp",
@@ -5553,9 +6269,13 @@
     "Subscription Management": "Quản lý đăng ký",
     "Subscription Only": "Chỉ đăng ký",
     "Subscription plan creation and changes are locked until the administrator confirms compliance terms in Payment Gateway settings.": "Việc tạo và thay đổi gói đăng ký bị khóa cho đến khi quản trị viên xác nhận điều khoản tuân thủ trong cài đặt Cổng thanh toán.",
+    "Subscription plan is not enabled": "Gói đăng ký chưa được bật",
+    "Subscription plan title cannot be empty": "Tiêu đề gói đăng ký không được để trống",
     "Subscription Plans": "Gói đăng ký",
     "Subscription plans do NOT use the bound Product — each plan has its own dedicated Pancake product, set in the Subscriptions admin (or auto-minted via the \"+ Create\" button there).": "Gói đăng ký KHÔNG dùng Sản phẩm đã liên kết — mỗi gói có một sản phẩm Pancake riêng, được đặt trong quản trị Đăng ký (hoặc tự động tạo bằng nút \"+ Create\" tại đó).",
     "Subscription purchased successfully": "Đã mua gói đăng ký thành công",
+    "Subscription purchased with balance, plan: {{plan}}, payment amount: {{amount}}, quota deducted: {{quota}}": "Đã mua gói đăng ký bằng số dư, gói: {{plan}}, số tiền thanh toán: {{amount}}, hạn mức đã trừ: {{quota}}",
+    "Subscription purchased, plan: {{plan}}, payment amount: {{amount}}, payment method: {{method}}": "Đã mua gói đăng ký, gói: {{plan}}, số tiền thanh toán: {{amount}}, phương thức thanh toán: {{method}}",
     "Subscriptions": "Đăng ký",
     "Subtract": "Trừ",
     "succeeded": "thành công",
@@ -5596,6 +6316,8 @@
     "Supports plugin extensions": "Hỗ trợ mở rộng bằng plugin",
     "Supports PNG, JPG, SVG, or WebP. Recommended size: 128×128 or smaller.": "Hỗ trợ PNG, JPG, SVG hoặc WebP. Kích thước khuyến nghị: 128×128 hoặc nhỏ hơn.",
     "Surprise me": "Gợi ý bất ngờ",
+    "Suspected degradation": "Suspected degradation",
+    "Suspected model substitution": "Suspected model substitution",
     "Sustained tokens per second": "Token mỗi giây duy trì",
     "Swap Face": "Đổi mặt",
     "Switch affinity on success": "Chuyển ưu tiên khi thành công",
@@ -5604,7 +6326,10 @@
     "Switch to visual editor": "Chuyển sang trình sửa trực quan",
     "Switch to visual mode to add rules or apply templates.": "Chuyển sang chế độ trực quan để thêm quy tắc hoặc áp dụng mẫu.",
     "Switch to visual pricing?": "Chuyển sang định giá trực quan?",
+    "Switched successfully": "Switched successfully",
+    "Switched to fallback group": "Switched to fallback group",
     "Switching regenerates the expression from the price table and replaces its original formatting and tier names. Changes apply only after saving.": "Khi chuyển, biểu thức sẽ được tạo lại từ bảng giá, thay thế định dạng và tên bậc ban đầu. Thay đổi chỉ có hiệu lực sau khi lưu.",
+    "Sync": "Đồng bộ",
     "Sync Endpoint": "Điểm cuối đồng bộ",
     "Sync Endpoints": "Điểm đồng bộ",
     "Sync Fields": "Đồng bộ trường",
@@ -5635,8 +6360,10 @@
     "System constraint": "Ràng buộc hệ thống",
     "System data statistics": "Thống kê dữ liệu hệ thống",
     "System default": "Mặc định hệ thống",
+    "System error: {{error}}": "Lỗi hệ thống: {{error}}",
     "System Info": "Thông tin hệ thống",
     "System Information": "Thông tin hệ thống",
+    "System initialized successfully": "Khởi tạo hệ thống thành công",
     "System initialized successfully! Redirecting…": "Hệ thống đã được khởi tạo thành công! Đang chuyển hướng…",
     "System logo": "Logo hệ thống",
     "System maintenance": "Bảo trì hệ thống",
@@ -5662,6 +6389,7 @@
     "Table view": "Xem dạng bảng",
     "Tag": "Tag",
     "Tag Aggregate": "Tổng hợp thẻ",
+    "Tag cannot be empty": "Thẻ không được để trống",
     "Tag Mode": "Chế độ thẻ",
     "Tag Name": "Tên thẻ",
     "Tag set successfully": "Thiết lập bộ thẻ thành công",
@@ -5693,11 +6421,17 @@
     "Task Logs": "Nhật ký tác vụ",
     "Task Plugin": "Plugin tác vụ",
     "Task plugin *": "Plugin tác vụ *",
+    "Task plugin does not match": "Task plugin does not match",
     "Task plugin setting updated": "Đã cập nhật cài đặt plugin tác vụ",
+    "Task plugins": "Plugin tác vụ",
     "Task Plugins": "Plugin tác vụ",
     "Task pricing": "Giá tác vụ",
     "Task pricing must be converted manually using the task usage schema.": "Cần chuyển đổi giá tác vụ thủ công theo lược đồ mức sử dụng tác vụ.",
     "Task pricing not configured": "Chưa cấu hình giá tác vụ",
+    "Task timed out": "Tác vụ hết thời gian",
+    "Task timed out (a task left by the old system is not refunded; contact the administrator)": "Tác vụ hết thời gian (tác vụ còn sót từ hệ thống cũ không được hoàn tiền; hãy liên hệ quản trị viên)",
+    "Task usage data is required to estimate this expression. Check the model's task plugin configuration.": "Cần dữ liệu sử dụng tác vụ để ước tính chi phí theo biểu thức này. Hãy kiểm tra cấu hình plugin tác vụ của mô hình.",
+    "Task usage metadata is unavailable. Pricing details cannot be displayed.": "Thiếu định nghĩa trường mức sử dụng tác vụ nên không thể hiển thị chi tiết giá.",
     "Task usage prices are USD per declared unit. They are not token prices and are not divided by one million.": "Giá theo mức sử dụng được tính bằng USD cho mỗi đơn vị đã khai báo. Đây không phải giá token và không được chia cho một triệu.",
     "Task usage prices are USD per declared unit. Token fields use dollars per 1M tokens; the editor writes / 1000000 into the expression. Other units are not divided by one million.": "Giá sử dụng tác vụ tính bằng USD trên đơn vị đã khai báo. Trường token dùng USD trên 1 triệu token; trình soạn thảo ghi / 1000000 vào biểu thức. Các đơn vị khác không chia cho một triệu.",
     "Tasks currently pending or running.": "Các tác vụ hiện đang chờ hoặc đang chạy.",
@@ -5707,6 +6441,7 @@
     "Telegram authorization failed. Please try again.": "Ủy quyền Telegram thất bại. Vui lòng thử lại.",
     "Telegram binding failed. Please try again.": "Liên kết Telegram không thành công. Vui lòng thử lại.",
     "Telegram binding is disabled.": "Tính năng liên kết Telegram đã bị tắt.",
+    "Telegram ID is empty!": "ID Telegram trống!",
     "Telegram login has changed. Reload the page and start Telegram OAuth again.": "Cách đăng nhập Telegram đã thay đổi. Hãy tải lại trang và bắt đầu lại Telegram OAuth.",
     "Telegram Login Widget": "Tiện ích đăng nhập Telegram",
     "Telegram OAuth Client ID from BotFather": "Client ID Telegram OAuth từ BotFather",
@@ -5725,17 +6460,22 @@
     "Test a model with a starter prompt, or write your own request below.": "Kiểm thử mô hình bằng prompt gợi ý, hoặc viết yêu cầu của riêng bạn bên dưới.",
     "Test all {{count}} models": "Kiểm thử tất cả {{count}} mô hình",
     "Test All Channels": "Kiểm tra tất cả các kênh",
+    "Test benchmark": "Test benchmark",
+    "Test candy": "Test candy",
     "Test Channel Connection": "Kiểm tra kết nối kênh",
     "Test channels, refresh balances, and enable/disable individual, batch, or tagged channels.": "Kiểm thử kênh, làm mới số dư và bật/tắt từng kênh, hàng loạt hoặc theo thẻ.",
     "Test Connection": "Kiểm tra kết nối",
     "Test connectivity for:": "Kiểm tra kết nối cho:",
     "Test failed": "Kiểm tra thất bại",
+    "Test fingerprint": "Test fingerprint",
     "Test interval (minutes)": "Khoảng thời gian kiểm tra (phút)",
     "Test Latency": "Kiểm tra độ trễ",
     "Test Mode": "Chế độ thử nghiệm",
     "Test Model": "Kiểm tra Mô hình",
     "Test models and prompts from the browser": "Kiểm thử mô hình và prompt trong trình duyệt",
+    "Test pelican": "Test pelican",
     "Test selected models": "Kiểm tra các mô hình đã chọn",
+    "Test vision": "Kiểm tra thị giác",
     "Testing all enabled channels started. Please refresh to see results.": "Bắt đầu kiểm tra tất cả các kênh đã kích hoạt. Vui lòng làm mới để xem kết quả.",
     "Testing...": "Đang kiểm tra...",
     "Text": "Văn bản",
@@ -5746,6 +6486,8 @@
     "Text Output": "Đầu ra văn bản",
     "Text to Video": "Văn bản sang video",
     "Text-only requests": "Yêu cầu chỉ có văn bản",
+    "The access token lacks the required permission": "Token truy cập thiếu quyền cần thiết",
+    "The access token lacks the required permission: {{scope}}": "Token truy cập thiếu quyền cần thiết: {{scope}}",
     "The action details are invalid.": "Thông tin thao tác không hợp lệ.",
     "The admin configured three groups and one special ratio rule:": "Quản trị viên đã cấu hình ba nhóm và một quy tắc hệ số đặc biệt:",
     "The admin wants vip users to pay even less when they use premium. That needs an override rule: in the override matrix, set the cell at row vip, column premium to 0.3.": "Quản trị viên muốn người dùng vip trả ít hơn nữa khi dùng premium. Điều đó cần một quy tắc ghi đè: trong ma trận ghi đè, đặt ô tại hàng vip, cột premium thành 0.3.",
@@ -5762,8 +6504,10 @@
     "The button fills in this website and keeps any existing website addresses. Save changes on the settings page to apply.": "Nút này điền trang hiện tại và giữ các địa chỉ đã có. Lưu thay đổi trên trang cài đặt để áp dụng.",
     "The change succeeded, but the notification email could not be sent.": "Thay đổi đã hoàn tất nhưng không thể gửi email thông báo.",
     "The changelog could not be fetched or parsed. Please try again.": "Không thể tải hoặc phân tích nhật ký thay đổi. Vui lòng thử lại.",
+    "The Classic frontend has been removed. The theme can only be set to default": "Giao diện Classic đã bị gỡ bỏ. Chủ đề chỉ có thể đặt là default",
     "The converted price must be a finite, non-negative number.": "Giá sau quy đổi phải là số hữu hạn không âm.",
     "The current setting could not be loaded. You can still enter the website domain yourself.": "Không tải được cài đặt hiện tại. Bạn vẫn có thể tự nhập tên miền trang.",
+    "The current sign-in method does not support security verification": "Phương thức đăng nhập hiện tại không hỗ trợ xác minh bảo mật",
     "The deployment node that handled the requests": "Nút triển khai đã xử lý các yêu cầu",
     "The downloaded source does not match the sha256 declared in the index. Do not install it.": "Mã nguồn đã tải không khớp với sha256 khai báo trong chỉ mục. Đừng cài đặt nó.",
     "The effective domain for Passkey registration. Must match the current domain or be its parent domain.": "Mi",
@@ -5774,7 +6518,10 @@
     "The following models in the model redirect have not been added to the \"Models\" list and may fail during invocation due to missing available models:": "Các mô hình sau trong chuyển hướng mô hình chưa được thêm vào danh sách \"Mô hình\" và có thể gọi thất bại do thiếu các mô hình có sẵn:",
     "The gateway rejected this plugin": "Cổng đã từ chối plugin này",
     "The index could not be fetched or parsed: {{message}}. The host may block cross-origin requests.": "Không thể tải hoặc phân tích chỉ mục: {{message}}. Máy chủ có thể chặn yêu cầu cross-origin.",
+    "The legacy token stops working on {{date}}. Create a new token to replace it.": "Token cũ sẽ ngừng hoạt động vào {{date}}. Hãy tạo token mới để thay thế.",
     "The login session that started this Telegram binding is no longer valid.": "Phiên đăng nhập đã bắt đầu liên kết Telegram này không còn hợp lệ.",
+    "The longest log time range must be at least 1 day": "Khoảng thời gian nhật ký tối đa phải ít nhất 1 ngày",
+    "The longest time range a user can view at once in the logs and on the dashboard, and the longest range any export can cover.": "Khoảng thời gian dài nhất người dùng có thể xem trong một lần ở nhật ký và bảng điều khiển, cũng là giới hạn cho mọi lượt xuất.",
     "The mapped upstream model(s)": "Mô hình(s) thượng nguồn được ánh xạ",
     "The model routing configuration could not be verified.": "Không thể xác minh cấu hình định tuyến mô hình.",
     "The model that was requested": "Mô hình đã được yêu cầu",
@@ -5783,9 +6530,17 @@
     "The name displayed across the application": "Tên hiển thị trên ứng dụng",
     "The new token will only be shown once. Copy it and store it securely.": "Token mới chỉ được hiển thị một lần. Hãy sao chép và lưu trữ an toàn.",
     "The OAuth account does not match the account linked to your profile.": "Tài khoản OAuth không khớp với tài khoản đã liên kết với hồ sơ của bạn.",
+    "The preset never adds groups. Customize the pool to add model rules.": "The preset never adds groups. Customize the pool to add model rules.",
     "The public URL of your server, used for OAuth callbacks, webhooks, and other external integrations": "URL công khai của máy chủ, dùng cho callback OAuth, webhook và các tích hợp bên ngoài khác",
+    "The rate uses the closest valid fingerprint: non-Astra results count as downgraded. Rounds without a valid fingerprint are excluded.": "Tỷ lệ dựa trên dấu vân tay hợp lệ gần nhất: kết quả không phải Astra được tính là suy giảm. Lượt không có dấu vân tay hợp lệ bị loại trừ.",
+    "The ratio config API is not enabled": "API cấu hình hệ số chưa được bật",
     "The requested chat preset does not exist or has been removed.": "Cài đặt sẵn cuộc trò chuyện được yêu cầu không tồn tại hoặc đã bị xóa.",
     "The reset request stays disabled until a credit is available.": "Yêu cầu đặt lại sẽ bị tắt cho đến khi có lượt khả dụng.",
+    "The result was returned in the API response and was not saved as an artifact": "Kết quả đã được trả về trong phản hồi API và không được lưu làm sản phẩm",
+    "The returned model is diagnostic metadata, not proof of the model that ran.": "The returned model is diagnostic metadata, not proof of the model that ran.",
+    "The search pattern can contain at most 2 % wildcards": "Mẫu tìm kiếm chỉ được chứa tối đa 2 ký tự đại diện %",
+    "The search pattern cannot contain consecutive % wildcards": "Mẫu tìm kiếm không được chứa các ký tự đại diện % liên tiếp",
+    "The server returned the following result. Unselected models remain pending.": "Dưới đây là kết quả do máy chủ trả về. Mô hình không được chọn vẫn chờ xử lý.",
     "The setup wizard will use this database during initialization.": "Trình hướng dẫn thiết lập sẽ sử dụng cơ sở dữ liệu này trong quá trình khởi tạo.",
     "The site exchange rate is invalid. Prices are shown in USD.": "Tỷ giá trang web không hợp lệ. Giá được hiển thị bằng USD.",
     "The site is not available at the moment.": "Trang web hiện không khả dụng.",
@@ -5794,9 +6549,11 @@
     "The sync will fetch missing models and vendors from the selected source. Existing records are updated only when you approve conflicts.": "Đồng bộ hóa sẽ tìm nạp các mẫu và nhà cung cấp còn thiếu từ nguồn đã chọn. Các bản ghi hiện có chỉ được cập nhật khi bạn chấp thuận các xung đột.",
     "The system always bills in USD. Site currency makes entering and converting prices easier; amounts are converted to USD using the site exchange rate. Switching currencies does not change the actual price. Raw billing expressions always use USD.": "Hệ thống luôn tính phí bằng USD. Tiền tệ trang web giúp nhập và quy đổi giá thuận tiện hơn; số tiền được quy đổi sang USD theo tỷ giá của trang web. Đổi tiền tệ không làm thay đổi giá thực tế. Biểu thức tính phí gốc luôn dùng USD.",
     "The system currently uses: {{domain}}": "Hệ thống hiện đang dùng: {{domain}}",
+    "The system is already initialized": "Hệ thống đã được khởi tạo",
     "The task was accepted; submission cannot be replayed": "Tác vụ đã nhận; không thể gửi lại",
     "The Telegram authorization request is invalid or expired.": "Yêu cầu ủy quyền Telegram không hợp lệ hoặc đã hết hạn.",
     "The telegram OAuth provider name is reserved. Ask your administrator to rename the conflicting custom provider.": "Tên nhà cung cấp OAuth telegram đã được dành riêng. Hãy nhờ quản trị viên đổi tên nhà cung cấp tùy chỉnh bị trùng.",
+    "The time range cannot exceed {{days}} days": "Khoảng thời gian không được vượt quá {{days}} ngày",
     "The token group that will have a custom ratio": "The token group will have a custom ratio.",
     "The token has no group, so it is billed as the user group vip, using the base ratio of vip.": "Token không có nhóm, nên được tính phí theo nhóm người dùng vip, dùng hệ số cơ bản của vip.",
     "The two roles of a group": "Hai vai trò của một nhóm",
@@ -5805,6 +6562,7 @@
     "The unique name for this vendor": "Tên duy nhất cho nhà cung cấp này",
     "The upstream address this plugin sends requests to. The plugin declares no default, so it must be filled in.": "Địa chỉ upstream mà plugin gửi yêu cầu tới. Plugin không khai báo giá trị mặc định nên bắt buộc phải điền.",
     "The upstream channel that served the requests": "Kênh thượng nguồn đã phục vụ các yêu cầu",
+    "The upstream key has unlimited quota. Turn on \"Allow querying user quota\" for this key on the upstream to see the real balance.": "Khóa thượng nguồn có hạn mức không giới hạn. Hãy bật “Cho phép tra cứu hạn mức người dùng” cho khóa này ở thượng nguồn để xem số dư thực tế.",
     "The upstream natively supports all three protocols; every selected route is forwarded without conversion.": "Thượng nguồn hỗ trợ nguyên bản cả ba giao thức; mọi route đã chọn được chuyển tiếp mà không chuyển đổi.",
     "The upstream response is valid JSON, but it does not match the OpenAI credit_summary format. The channel balance was not updated.": "Phản hồi thượng nguồn là JSON hợp lệ nhưng không khớp định dạng OpenAI credit_summary. Số dư kênh chưa được cập nhật.",
     "The upstream returned a model name different from both the requested and upstream models. Aliases or dated versions may also cause this; this warning alone does not prove model substitution.": "Tên mô hình trả về khác cả mô hình được yêu cầu lẫn mô hình gửi đến nhà cung cấp. Bí danh hoặc phiên bản theo ngày cũng có thể gây ra khác biệt này; chỉ cảnh báo này chưa đủ để kết luận mô hình đã bị thay thế.",
@@ -5834,10 +6592,13 @@
     "Third-party plugin risk": "Rủi ro plugin bên thứ ba",
     "Third-party source risk": "Rủi ro nguồn bên thứ ba",
     "Third-party-only plugins become unavailable immediately. In-flight tasks will be handled by timeout cleanup.": "Plugin chỉ có từ bên thứ ba sẽ ngừng hoạt động ngay. Tác vụ đang chạy sẽ được xử lý khi dọn dẹp quá hạn.",
+    "This {{provider}} account cannot be linked to an existing account automatically, please sign in or register another way and then link {{provider}} in account settings": "Không thể tự động liên kết tài khoản {{provider}} này với tài khoản hiện có. Vui lòng đăng nhập hoặc đăng ký bằng cách khác, sau đó liên kết {{provider}} trong cài đặt tài khoản",
+    "This {{provider}} account has already been bound": "Tài khoản {{provider}} này đã được liên kết",
     "This action cannot be undone.": "Hành động này không thể hoàn tác.",
     "This action cannot be undone. This will permanently delete your account and remove all your data from our servers.": "Hành động này không thể hoàn tác. Việc này sẽ xóa vĩnh viễn tài khoản của bạn và loại bỏ tất cả dữ liệu của bạn khỏi máy chủ của chúng tôi.",
     "This action will permanently remove 2FA protection from your account.": "Hành động này sẽ vĩnh viễn gỡ bỏ tính năng bảo vệ",
     "This announcement will be removed from the list.": "Thông báo này sẽ bị xóa khỏi danh sách.",
+    "This API is deprecated": "API này đã ngừng sử dụng",
     "This API key has no quota limit. Requests still require available wallet or subscription quota.": "Khóa API này không có hạn mức. Yêu cầu vẫn cần số dư ví hoặc hạn mức gói đăng ký khả dụng.",
     "This API shortcut will be removed from the list.": "Lối tắt API này sẽ bị xóa khỏi danh sách.",
     "This base URL points at a private or local network host. Make sure it is an upstream you control.": "Base URL này trỏ tới máy chủ mạng nội bộ hoặc cục bộ. Hãy chắc chắn đây là upstream do bạn kiểm soát.",
@@ -5846,6 +6607,8 @@
     "This changelog is not available in your language. Showing English.": "Nhật ký này chưa có bản dịch cho ngôn ngữ của bạn. Đang hiển thị bản tiếng Anh.",
     "This channel has no configured models.": "Kênh này không có mô hình nào được cấu hình.",
     "This channel is not an Ollama channel.": "Kênh này không phải là kênh Ollama.",
+    "This channel is not in multi-key mode": "Kênh này không ở chế độ đa khóa",
+    "This channel serves the models of every selected plugin. The upstream New API gateway must have the same plugins installed.": "Kênh này phục vụ các mô hình của mọi plugin đã chọn. Gateway New API thượng nguồn phải cài đặt cùng các plugin đó.",
     "This channel type does not support fetching models": "Loại kênh này không hỗ trợ lấy mô hình",
     "This channel type requires additional configuration": "Loại kênh này yêu cầu cấu hình bổ sung",
     "This combination will be billed as free.": "Tổ hợp này sẽ không phát sinh phí.",
@@ -5858,6 +6621,7 @@
     "This email address is already in use.": "Địa chỉ email này đã được sử dụng.",
     "This email address is not allowed by the administrator's email policy.": "Địa chỉ email này không được chính sách email của quản trị viên cho phép.",
     "This expression cannot be edited visually without losing information.": "Không thể chuyển biểu thức này sang chỉnh sửa trực quan mà không mất thông tin.",
+    "This expression cannot be expanded into a price table. View the original expression below.": "Không thể trình bày biểu thức này dưới dạng bảng giá. Xem biểu thức gốc bên dưới.",
     "This expression cannot be represented by the price table. Switching discards the entire expression, including request rules, and resets all prices to zero. Configure prices before saving.": "Bảng giá không thể biểu diễn biểu thức này. Khi chuyển, toàn bộ biểu thức, kể cả quy tắc yêu cầu, sẽ bị bỏ và mọi giá sẽ được đặt lại về 0. Hãy cấu hình lại giá trước khi lưu.",
     "This expression cannot be represented by the price table. You can switch to visual editing by confirming that the expression will be discarded.": "Bảng giá không thể biểu diễn biểu thức này. Bạn có thể chuyển sang trình sửa trực quan bằng cách xác nhận bỏ biểu thức.",
     "This expression cannot be simulated in the browser.": "Không thể mô phỏng biểu thức này trong trình duyệt.",
@@ -5867,6 +6631,7 @@
     "This external account is already bound.": "Tài khoản bên ngoài này đã được liên kết.",
     "This FAQ entry will be removed from the list.": "Mục FAQ này sẽ bị xóa khỏi danh sách.",
     "This feature is experimental. Configuration format and behavior may change.": "Tính năng này đang ở giai đoạn thử nghiệm. Định dạng cấu hình và hành vi có thể thay đổi.",
+    "This feature requires signing in to the dashboard": "Tính năng này yêu cầu đăng nhập bảng điều khiển",
     "This field does not support wildcards or regular expressions.": "Trường này không hỗ trợ ký tự đại diện hoặc biểu thức chính quy.",
     "This historical record predates audit-info tracking and cannot be backfilled. The current instance already records server IP, callback IP, payment method, and system version for new top-ups going forward.": "Bản ghi lịch sử này được tạo trước khi tính năng thông tin kiểm toán ra đời nên thiếu dữ liệu kiểm toán. Phiên bản hiện tại đã hỗ trợ ghi lại IP máy chủ, IP gọi lại, phương thức thanh toán và phiên bản hệ thống, nhưng các trường này chỉ được ghi cho các bản ghi mới về sau — không thể bổ sung hồi tố cho bản ghi cũ.",
     "This identifier is sent to the payment backend when creating an order. Use alipay for Alipay, wxpay for WeChat Pay, stripe for Stripe. Custom values must be supported by your payment provider.": "Mã định danh này được gửi tới backend thanh toán khi tạo đơn hàng. Dùng alipay cho Alipay, wxpay cho WeChat Pay, stripe cho Stripe. Giá trị tùy chỉnh phải được nhà cung cấp thanh toán hỗ trợ.",
@@ -5879,11 +6644,11 @@
     "This model has both fixed price and ratio billing conflicts": "Mô hình này có cả mâu thuẫn về thanh toán theo giá cố định và theo tỷ lệ.",
     "This model has both fixed-price and ratio settings. Saving the current mode will rewrite the conflicting fields.": "Mô hình này có cả giá cố định và cài đặt tỷ lệ. Lưu chế độ hiện tại sẽ ghi lại các trường xung đột.",
     "This model has both fixed-price and token-price settings. Saving the current mode will rewrite the conflicting fields.": "Mô hình này có cả giá cố định và cài đặt giá theo token. Lưu chế độ hiện tại sẽ ghi lại các trường xung đột.",
-    "This model has different image request multipliers across channels. Use separate billing model names to convert them.": "Hệ số yêu cầu ảnh của mô hình này khác nhau giữa các kênh. Hãy dùng tên mô hình tính phí riêng để chuyển đổi.",
     "This model has provider-specific billing and must be converted manually.": "Mô hình này có cách tính phí riêng của nhà cung cấp và cần được chuyển đổi thủ công.",
     "This model is billed by usage, but the administrator has not configured its pricing yet.": "Mô hình này được tính phí theo mức sử dụng, nhưng quản trị viên chưa cấu hình giá.",
     "This model is not available in any group, or no group pricing information is configured.": "Mô hình này không khả dụng trong bất kỳ nhóm nào, hoặc thông tin giá nhóm chưa được cấu hình.",
     "This month": "Tháng này",
+    "This OAuth provider still has linked users and cannot be deleted. Unbind all users first.": "Nhà cung cấp OAuth này vẫn còn người dùng liên kết nên không thể xóa. Hãy hủy liên kết tất cả người dùng trước.",
     "This OpenRouter Claude price derives cache-write usage from upstream cost and must be converted manually.": "Giá OpenRouter Claude này suy ra lượng ghi bộ nhớ đệm từ chi phí nhà cung cấp và cần chuyển đổi thủ công.",
     "This operation is only supported for vLLM channels": "Thao tác này chỉ hỗ trợ kênh vLLM",
     "This operation is only supported for vLLM or SGLang channels": "Thao tác này chỉ hỗ trợ kênh vLLM hoặc SGLang",
@@ -5899,8 +6664,13 @@
     "This route discovers upstream OpenAI models and cannot be split or matched by client model rules.": "Tuyến này khám phá các mô hình OpenAI thượng nguồn và không thể tách hoặc đối sánh bằng quy tắc mô hình phía máy khách.",
     "This route is used only by channel management to discover upstream models.": "Route này chỉ được quản lý kênh dùng để lấy mô hình thượng nguồn.",
     "This route is used only by channel management to query the upstream balance.": "Route này chỉ được quản lý kênh dùng để truy vấn số dư thượng nguồn.",
+    "This rule does not have include_rule_name enabled, so its cache cannot be cleared by rule": "Quy tắc này chưa bật include_rule_name nên không thể xóa bộ nhớ đệm theo quy tắc",
+    "This sends 32 independent Meow probes per enabled Astra channel. Upstream costs are paid by the platform. Existing tasks will not be duplicated. Please allow at least 5 minutes between rounds.": "This sends 32 independent Meow probes per enabled Astra channel. Upstream costs are paid by the platform. Existing tasks will not be duplicated. Please allow at least 5 minutes between rounds.",
+    "This sends up to 3 independent requests per enabled Astra channel. Upstream costs are paid by the platform, not customer tokens. Existing tasks will not be duplicated. Please allow at least 5 minutes between rounds.": "This sends up to 3 independent requests per enabled Astra channel. Upstream costs are paid by the platform, not customer tokens. Existing tasks will not be duplicated. Please allow at least 5 minutes between rounds.",
     "This session will lose access immediately and must sign in again.": "Phiên này sẽ mất quyền truy cập ngay lập tức và phải đăng nhập lại.",
     "This site currently has {{count}} models enabled": "Trang này hiện đã bật {{count}} mô hình",
+    "This slug conflicts with a built-in OAuth provider": "Slug này trùng với một nhà cung cấp OAuth tích hợp sẵn",
+    "This slug is already in use": "Slug này đã được sử dụng",
     "This source does not publish a sha256 for this version, so the downloaded source cannot be pinned to what the source intended.": "Nguồn này không công bố sha256 cho phiên bản đó, nên không thể xác nhận mã nguồn đã tải đúng với nội dung nguồn phát hành.",
     "This source lists no installable task plugins.": "Nguồn này không liệt kê plugin tác vụ nào có thể cài đặt.",
     "This Telegram account is already bound.": "Tài khoản Telegram này đã được liên kết.",
@@ -5912,20 +6682,24 @@
     "This user account is disabled.": "Tài khoản người dùng này đã bị vô hiệu hóa.",
     "This user account no longer exists.": "Tài khoản người dùng này không còn tồn tại.",
     "this user group": "nhóm người dùng này",
+    "This user has no active subscription to this plan": "Người dùng này không có gói đăng ký còn hiệu lực cho gói này",
     "This user has no bindings": "Người dùng này không có liên kết nào",
+    "This user is already a common user": "Người dùng này đã là người dùng thường",
+    "This user is already an administrator": "Người dùng này đã là quản trị viên",
     "This verification has already been used. Please verify again.": "Xác minh này đã được sử dụng. Vui lòng xác minh lại.",
     "This verification method is currently unavailable.": "Phương thức xác minh này hiện không khả dụng.",
     "This verification method is not allowed for this action.": "Thao tác này không cho phép sử dụng phương thức xác minh này.",
     "This verification method requires its dedicated verification flow.": "Phương thức này cần được thực hiện qua quy trình xác minh riêng.",
     "This version is ignored": "Đã bỏ qua phiên bản này",
+    "This version is saved but not active. Activate it to replace the current version, or activate it later from the Versions tab.": "Phiên bản này đã được lưu nhưng chưa kích hoạt. Kích hoạt để thay thế phiên bản hiện tại, hoặc kích hoạt sau trong thẻ Phiên bản.",
     "This week": "Tuần này",
     "This will append 2 template rules (Codex CLI and Claude CLI) to the existing rule list.": "Thao tác này sẽ thêm 2 quy tắc mẫu (Codex CLI và Claude CLI) vào danh sách quy tắc hiện có.",
     "This will clear custom pricing ratios and revert to upstream defaults.": "Điều này sẽ xóa các tỷ lệ giá tùy chỉnh và trở về mặc định ban đầu.",
     "This will delete all": "Thao tác này sẽ xóa tất cả",
+    "This will delete all <strong>used</strong>, <strong>disabled</strong>, and <strong>expired</strong> redemption codes.": "Thao tác này sẽ xóa tất cả mã đổi thưởng <strong>đã sử dụng</strong>, <strong>đã vô hiệu hóa</strong> và <strong>đã hết hạn</strong>.",
     "This will delete all channel affinity cache entries still in memory.": "Thao tác này sẽ xóa tất cả mục bộ nhớ đệm ưu tiên kênh còn trong bộ nhớ.",
     "This will delete temporary cache files that have not been used for more than 10 minutes": "Thao tác này sẽ xóa các tệp bộ nhớ đệm tạm không được sử dụng hơn 10 phút",
     "This will extend the deployment by the specified hours.": "Thao tác này sẽ kéo dài triển khai thêm số giờ được chỉ định.",
-    "This will immediately invalidate your existing access token. Any applications or scripts using it will stop working.": "Thao tác này sẽ vô hiệu hóa ngay token truy cập hiện có. Mọi ứng dụng hoặc tập lệnh đang sử dụng token đó sẽ ngừng hoạt động.",
     "This will permanently delete all manually and automatically disabled channels. This action cannot be undone.": "Thao tác này sẽ xóa vĩnh viễn tất cả các kênh bị tắt thủ công và tự động. Hành động này không thể hoàn tác.",
     "This will permanently delete API key": "Thao tác này sẽ xóa vĩnh viễn khóa API",
     "This will permanently delete redemption code": "Thao tác này sẽ xóa vĩnh viễn mã đổi thưởng.",
@@ -5995,18 +6769,25 @@
     "Token": "Mã thông báo",
     "token (unit)": "token",
     "Token Breakdown": "Chi tiết token",
+    "Token cache hit rate": "Token cache hit rate",
+    "Token count exceeds the limit. Only exact search is allowed, do not use the % wildcard": "Số lượng token vượt quá giới hạn. Chỉ cho phép tìm kiếm chính xác, không dùng ký tự đại diện %",
     "Token Endpoint": "Điểm cuối Token",
     "Token Endpoint (Optional)": "Điểm cuối Token (Tùy chọn)",
     "Token estimator": "Ước tính token",
     "Token group": "Nhóm token",
+    "Token has expired and cannot be enabled. Please modify the expiration time or set it to never expire": "Token đã hết hạn và không thể bật. Hãy sửa thời gian hết hạn hoặc đặt thành không bao giờ hết hạn",
     "Token has no group": "Token không có nhóm",
     "Token ID": "ID mã thông báo",
+    "Token ID or user ID is empty": "ID token hoặc ID người dùng bị trống",
     "Token identifier": "Mã định danh token",
+    "Token IDs cannot be empty": "ID token không được để trống",
     "Token Limits": "Giới hạn token",
     "Token management": "Quản lý token",
     "Token Management": "Quản lý token",
     "Token Mgmt": "Quản lý Token",
+    "Token name": "Tên token",
     "Token Name": "Tên mã thông báo",
+    "Token name is too long": "Tên token quá dài",
     "Token obtained from your Gotify application": "Mã thông báo thu được từ ứng dụng Gotify của bạn",
     "Token operation details": "Chi tiết thao tác mã thông báo",
     "Token or per-call pricing": "Tính phí theo token hoặc theo yêu cầu",
@@ -6016,6 +6797,7 @@
     "Token price for creating cache entries.": "Giá token cho việc tạo mục cache.",
     "Token price for image input.": "Giá token cho đầu vào hình ảnh.",
     "Token prices": "Giá token",
+    "Token quota is exhausted and cannot be enabled. Please modify the remaining quota or set it to unlimited": "Hạn ngạch token đã hết và không thể bật. Hãy sửa hạn ngạch còn lại hoặc đặt thành không giới hạn",
     "Token regenerated and copied to clipboard": "Token đã được tạo lại và sao chép vào bộ nhớ tạm",
     "Token scope": "Phạm vi token",
     "Token share by model author across the last 24 hours": "Tỷ lệ token theo nhà phát triển trong 24 giờ qua",
@@ -6034,16 +6816,21 @@
     "Tokens Only": "Chỉ mã thông báo",
     "Tokens per minute": "Số token mỗi phút",
     "Tokens since launch": "Token kể từ khi ra mắt",
+    "Tokens_usage": "Token",
     "Tokens-only mode will show raw quota values regardless of this toggle.": "Chế độ Tokens-only sẽ hiển thị giá trị quota thô bất kể tùy chọn này.",
     "Too many active login sessions. On a device where you are already signed in, open Login sessions and use “Sign out other sessions” to revoke them. If you cannot access a signed-in device, reset your password to sign out all sessions.": "Đã đạt giới hạn phiên đăng nhập đang hoạt động. Trên một thiết bị đã đăng nhập, hãy mở “Phiên đăng nhập” và dùng “Đăng xuất các phiên khác” để thu hồi chúng. Nếu bạn không thể truy cập thiết bị nào đã đăng nhập, hãy đặt lại mật khẩu để đăng xuất khỏi tất cả phiên.",
     "Too many files. Some were not added.": "Quá nhiều tệp. Một số không được thêm.",
     "Too many incorrect codes. Start email verification again.": "Nhập sai mã quá nhiều lần. Vui lòng bắt đầu xác minh email lại.",
+    "Too many items in batch request, maximum is {{max}}": "Yêu cầu hàng loạt có quá nhiều mục, tối đa là {{max}}",
     "Too many login sessions were created recently. Please wait for the rolling window to pass, then try again.": "Gần đây đã tạo quá nhiều phiên đăng nhập. Vui lòng chờ cửa sổ thời gian trượt kết thúc rồi thử lại.",
     "Too many requests": "Quá nhiều yêu cầu",
     "Tool / function declarations the model may call": "Khai báo công cụ / hàm mà model có thể gọi",
     "Tool identifier": "Định danh công cụ",
+    "Tool price \"{{name}}\" must be a finite non-negative number": "Giá công cụ \"{{name}}\" phải là số hữu hạn không âm",
+    "Tool price \"{{name}}\" must be a non-negative number": "Giá công cụ \"{{name}}\" phải là số không âm",
     "Tool price settings": "Cài đặt giá công cụ",
     "Tool prices": "Giá công cụ",
+    "Tool prices must be a JSON object": "Giá công cụ phải là đối tượng JSON",
     "Tool-choice policy or specific tool name": "Chính sách chọn công cụ hoặc tên cụ thể",
     "Tools": "Công cụ",
     "Top {{count}}": "Top {{count}}",
@@ -6057,15 +6844,24 @@
     "Top models by traffic": "Mô hình có lượng truy cập cao nhất",
     "Top P": "Top P",
     "Top up balance and view billing history.": "Nạp tiền vào tài khoản và xem lịch sử thanh toán.",
+    "Top up, pay for subscriptions, check in, and transfer referral rewards.": "Nạp tiền, thanh toán gói đăng ký, điểm danh và chuyển thưởng giới thiệu.",
     "Top Users": "Người dùng hàng đầu",
     "Top vendors": "Nhà cung cấp hàng đầu",
     "Top-up": "Nạp tiền",
+    "Top-up amount cannot be less than {{min}}": "Số lượng nạp không được nhỏ hơn {{min}}",
+    "Top-up amount cannot exceed {{max}}": "Số lượng nạp không được vượt quá {{max}}",
     "Top-up amount options": "Tùy chọn số tiền nạp",
     "Top-up Audit Info": "Thông tin audit nạp tiền",
     "Top-up group ratios": "Tỷ lệ nhóm bổ sung",
+    "Top-up is processing, please try again later": "Đang xử lý nạp tiền, vui lòng thử lại sau",
     "Top-Up Link": "Liên kết nạp tiền",
+    "Top-up order does not exist": "Đơn nạp tiền không tồn tại",
+    "Top-up quota exceeds the range the system can represent": "Hạn mức nạp vượt quá phạm vi hệ thống có thể biểu diễn",
+    "Top-up quota limit exceeded": "Vượt giới hạn hạn mức nạp",
+    "Top-up quota must be greater than 0": "Hạn mức nạp phải lớn hơn 0",
     "top-up ratio": "tỷ lệ nạp tiền",
     "Top-up ratio": "Hệ số nạp tiền",
+    "Topped up {{quota}} with a redemption code, code ID {{id}}": "Nạp {{quota}} bằng mã đổi thưởng, ID mã {{id}}",
     "Topup Amount": "Số tiền nạp",
     "Total": "Tổng cộng",
     "Total {{count}} records": "Tổng cộng {{count}} bản ghi",
@@ -6084,6 +6880,7 @@
     "Total invitation revenue": "Tổng doanh thu mời",
     "Total Log Size": "Tổng dung lượng nhật ký",
     "Total Quota": "Tổng hạn mức",
+    "Total quota cannot be negative": "Tổng hạn mức không được là số âm",
     "Total quota included in the plan, usable per billing period. 0 means unlimited.": "Tổng hạn ngạch bao gồm trong gói, dùng được mỗi kỳ thanh toán. 0 nghĩa là không giới hạn.",
     "Total requests allowed per period. 0 = unlimited.": "Tổng số yêu cầu được phép mỗi kỳ. 0 = không giới hạn.",
     "Total requests made": "Tổng lượt yêu cầu",
@@ -6104,11 +6901,13 @@
     "Transfer": "Chuyển",
     "Transfer Amount": "Số tiền chuyển khoản",
     "Transfer failed": "Chuyển thất bại",
+    "Transfer failed {{error}}": "Chuyển thất bại {{error}}",
     "Transfer Rewards": "Chuyển thưởng",
     "Transfer successful": "Chuyển thành công",
     "Transfer to Balance": "Chuyển vào số dư",
     "Translation": "Dịch thuật",
     "Transparent Billing": "Thanh toán minh bạch",
+    "Transport error": "Transport error",
     "Trend": "Xu hướng",
     "Trending down": "Đang giảm",
     "Trending up": "Đang tăng",
@@ -6130,6 +6929,8 @@
     "TTL (seconds)": "TTL (giây)",
     "Tune selection priority, testing, status handling, and request overrides.": "Tinh chỉnh ưu tiên chọn, kiểm thử, xử lý trạng thái và ghi đè yêu cầu.",
     "Turnstile is enabled but site key is empty.": "Turnstile đã được bật nhưng khóa trang web trống.",
+    "Turnstile token is empty": "Token Turnstile trống",
+    "Turnstile verification failed, please refresh and try again!": "Xác minh Turnstile thất bại, vui lòng tải lại trang và thử lại!",
     "Tutoring, learning aids, assessment": "Gia sư, hỗ trợ học tập, đánh giá",
     "Two-factor Authentication": "Xác thực hai yếu tố",
     "Two-Factor Authentication": "Xác thực hai yếu tố",
@@ -6143,13 +6944,18 @@
     "Type": "Loại",
     "Type (common)": "Loại (phổ biến)",
     "Type *": "Nhập *",
+    "Type <username/> to confirm": "Nhập <username/> để xác nhận",
     "Type a command or search...": "Nhập lệnh hoặc tìm kiếm...",
     "Type the confirmation text here": "Nhập văn bản xác nhận tại đây",
     "Type-Specific Settings": "Cài đặt theo loại",
     "Type:": "Loại:",
     "UI granularity only &mdash; data is still aggregated hourly": "Chỉ là độ chi tiết UI &mdash; dữ liệu vẫn được tổng hợp theo giờ",
     "Unable to build Passkey assertion": "Không thể tạo xác nhận Passkey",
+    "Unable to classify": "Unable to classify",
     "Unable to compare versions": "Không thể so sánh phiên bản",
+    "Unable to confirm the update result": "Không thể xác nhận kết quả cập nhật",
+    "Unable to connect to {{provider}} server, please try again later": "Không thể kết nối tới máy chủ {{provider}}, vui lòng thử lại sau",
+    "Unable to create the Passkey credential": "Không thể tạo thông tin xác thực khóa truy cập",
     "Unable to estimate price for this deployment.": "Không thể ước tính giá cho triển khai này.",
     "Unable to generate chat link. Please contact your administrator.": "Không thể tạo liên kết trò chuyện. Vui lòng liên hệ quản trị viên của bạn.",
     "Unable to load groups": "Không thể tải nhóm",
@@ -6163,15 +6969,22 @@
     "Unable to read clipboard": "Không thể đọc bảng tạm",
     "Unauthorized": "Chưa xác thực",
     "Unauthorized Access": "Truy cập trái phép",
+    "Unauthorized, insufficient privileges": "Không được phép, không đủ quyền",
+    "Unauthorized, invalid access token": "Không có quyền, token truy cập không hợp lệ",
+    "Unauthorized, invalid user info": "Không có quyền, thông tin người dùng không hợp lệ",
+    "Unauthorized, not logged in and no access token provided": "Không có quyền: chưa đăng nhập và không cung cấp token truy cập",
+    "Unauthorized, the access token has expired": "Không có quyền, token truy cập đã hết hạn",
     "Unavailable": "Không thể hiển thị",
     "Unbind": "Hủy liên kết",
     "Unbind failed": "Hủy liên kết thất bại",
     "Unbound {{provider}}": "Đã hủy liên kết {{provider}}",
+    "Unbound successfully": "Hủy liên kết thành công",
     "Unchanged": "Không đổi",
     "Underflow": "Tràn dưới",
     "Underground": "Underground",
     "Understand how user groups, token groups, ratios, and special rules work together.": "Hiểu cách nhóm người dùng, nhóm token, tỷ lệ và quy tắc đặc biệt hoạt động cùng nhau.",
     "Understand image inputs alongside text": "Hiểu hình ảnh cùng với văn bản",
+    "Undo": "Hoàn tác",
     "Unexpected release payload": "Dữ liệu phiên bản không mong đợi",
     "Unified API Gateway for": "Cổng API thống nhất cho",
     "Unique identifier for this group.": "Mã định danh duy nhất cho nhóm này.",
@@ -6184,14 +6997,22 @@
     "Units per USD": "Đơn vị trên USD",
     "Unknown": "Không rõ",
     "Unknown device": "Thiết bị không xác định",
+    "Unknown OAuth provider": "Nhà cung cấp OAuth không xác định",
+    "Unknown rule name": "Tên quy tắc không xác định",
+    "Unknown setting type: {{type}}": "Loại cài đặt không xác định: {{type}}",
     "Unknown version": "Phiên bản không xác định",
     "Unlimited": "Không giới hạn",
     "Unlimited Quota": "Hạn mức không giới hạn",
+    "Unrecognized status code": "Mã trạng thái không xác định",
     "Unsaved changes": "Thay đổi chưa được lưu",
     "Unset legacy prices use the billing engine defaults.": "Giá theo chế độ cũ chưa được thiết lập sẽ dùng giá trị mặc định của hệ thống tính phí.",
     "Unset price": "Chưa đặt giá",
     "Unset price models": "Mô hình chưa thiết lập giá",
     "Unsupported account password hashing configuration.": "Cấu hình băm mật khẩu tài khoản không được hỗ trợ.",
+    "Unsupported add mode": "Chế độ thêm không được hỗ trợ",
+    "Unsupported operation": "Thao tác không được hỗ trợ",
+    "Unsupported payment channel": "Kênh thanh toán không được hỗ trợ",
+    "Unsupported payment method": "Phương thức thanh toán không được hỗ trợ",
     "Unsupported verification method: {{method}}": "Phương thức xác minh không được hỗ trợ: {{method}}",
     "Until": "Cho đến",
     "Untitled": "Không có tiêu đề",
@@ -6210,6 +7031,7 @@
     "Update Channel": "Cập nhật kênh",
     "Update channel configuration and click save when you're done.": "Cập nhật cấu hình kênh và nhấp lưu khi bạn hoàn tất.",
     "Update check timed out. Try again.": "Kiểm tra cập nhật đã hết thời gian chờ. Vui lòng thử lại.",
+    "Update completed": "Cập nhật hoàn tất",
     "Update configuration": "Cập nhật cấu hình",
     "Update failed": "Cập nhật thất bại",
     "Update Model": "Cập nhật mô hình",
@@ -6217,8 +7039,10 @@
     "Update plan info": "Cập nhật thông tin gói",
     "Update Provider": "Cập nhật Nhà cung cấp",
     "Update Redemption Code": "Cập nhật mã đổi thưởng",
+    "Update results": "Kết quả cập nhật",
     "Update selected fields": "Cập nhật các trường đã chọn",
     "Update succeeded": "Cập nhật thành công",
+    "Update successful": "Cập nhật thành công",
     "Update the API key by providing necessary info.": "Cập nhật khóa API bằng cách cung cấp thông tin cần thiết.",
     "Update the configuration for this custom OAuth provider.": "Cập nhật cấu hình cho nhà cung cấp OAuth tùy chỉnh này.",
     "Update the redemption code by providing necessary info.": "Cập nhật mã đổi thưởng bằng cách cung cấp thông tin cần thiết.",
@@ -6238,6 +7062,8 @@
     "Updated a subscription plan": "Đã cập nhật một gói đăng ký",
     "Updated a vendor": "Đã cập nhật một nhà cung cấp",
     "Updated At": "Thời gian cập nhật",
+    "Updated at {{time}} · refreshes every 15 seconds": "Updated at {{time}} · refreshes every 15 seconds",
+    "Updated at {{time}} · refreshes every minute": "Updated at {{time}} · refreshes every minute",
     "Updated channel {{name}} (ID: {{id}})": "Đã cập nhật kênh {{name}} (ID: {{id}})",
     "Updated channel status (ID: {{id}})": "Đã cập nhật trạng thái kênh (ID: {{id}})",
     "Updated daily": "Cập nhật hàng ngày",
@@ -6253,6 +7079,7 @@
     "Upgrade and enable": "Nâng cấp và bật",
     "Upgrade available: v{{installed}} to v{{latest}}": "Có bản nâng cấp: v{{installed}} lên v{{latest}}",
     "Upgrade Group": "Nhóm nâng cấp",
+    "Upgrade group does not exist": "Nhóm nâng cấp không tồn tại",
     "Upgrade plaintext SMTP connection with STARTTLS before authentication": "Nâng cấp kết nối SMTP dạng rõ bằng STARTTLS trước khi xác thực",
     "Upload": "Tải lên",
     "Upload a JavaScript task platform plugin.": "Tải lên plugin JavaScript cho nền tảng tác vụ.",
@@ -6271,9 +7098,12 @@
     "Uploading...": "Đang tải lên...",
     "Upscale": "Phóng to",
     "Upstream": "Thượng nguồn",
+    "Upstream attempts": "Upstream attempts",
     "Upstream authentication": "Xác thực với nhà cung cấp",
+    "Upstream connection": "Kết nối thượng nguồn",
     "Upstream did not return reset credit details.": "Upstream không trả về chi tiết lượt đặt lại.",
     "Upstream JSON response": "Phản hồi JSON thượng nguồn",
+    "Upstream model": "Upstream model",
     "Upstream Model": "Mô hình gửi đến nhà cung cấp",
     "Upstream Model Detection Settings": "Cài đặt phát hiện mô hình nguồn",
     "Upstream model detection task started. Track progress in System Info, then refresh to review staged updates.": "Đã bắt đầu tác vụ phát hiện mô hình thượng nguồn. Theo dõi tiến trình trong Thông tin hệ thống, sau đó làm mới để xem các cập nhật đang chờ.",
@@ -6290,6 +7120,7 @@
     "Upstream prices fetched successfully": "Lấy giá upstream thành công",
     "Upstream protocol plan": "Cấu hình giao thức thượng nguồn",
     "Upstream ratios fetched successfully": "Đã lấy tỷ lệ upstream thành công",
+    "Upstream receives": "Nhà cung cấp nhận",
     "Upstream request failed": "Yêu cầu lên nguồn thất bại",
     "Upstream Request ID": "ID yêu cầu thượng nguồn",
     "Upstream response": "Phản hồi nguồn",
@@ -6300,27 +7131,36 @@
     "Upstream Response (billing-usage-gemini)": "Phản hồi upstream (billing-usage-gemini)",
     "Upstream Response (billing-usage-openai-estimated)": "Phản hồi upstream (billing-usage-openai-estimated)",
     "Upstream Response (billing-usage-openai)": "Phản hồi upstream (billing-usage-openai)",
+    "Upstream returned no usage": "Thượng nguồn không trả về mức sử dụng",
+    "Upstream returned no usage, so nothing was charged (possibly an upstream timeout)": "Thượng nguồn không trả về mức sử dụng nên không tính phí (có thể do thượng nguồn hết thời gian chờ)",
     "upstream services integrated": "dịch vụ thượng nguồn tích hợp",
     "Upstream Task ID": "ID tác vụ thượng nguồn",
+    "Upstream task not found": "Không tìm thấy tác vụ ở thượng nguồn",
+    "Upstream task plugins": "Plugin tác vụ thượng nguồn",
+    "Upstream task timed out (over 1 hour)": "Tác vụ thượng nguồn hết thời gian (quá 1 giờ)",
     "Upstream Updates": "Cập nhật nguồn",
     "Upstream URL": "URL upstream",
     "Upstream URL must be a full URL": "URL upstream phải là URL đầy đủ",
+    "Upstream usage": "Upstream usage",
     "Upstream vendor missing": "Nguồn thiếu thông tin nhà cung cấp",
     "uptime": "thời gian hoạt động",
     "Uptime": "Thời gian hoạt động",
     "Uptime (30d)": "Thời gian hoạt động (30 ngày)",
     "Uptime (last 30 days)": "Thời gian hoạt động (30 ngày qua)",
     "Uptime Kuma": "Uptime Kuma",
+    "Uptime Kuma groups cannot exceed 20 entries": "Nhóm Uptime Kuma không được vượt quá 20 mục",
     "Uptime Kuma groups saved successfully": "Đã lưu nhóm Uptime Kuma thành công",
     "Uptime Kuma URL": "URL Uptime Kuma",
     "Uptime since": "Thời gian hoạt động kể từ",
     "URL": "URL",
     "URL is required": "URL là bắt buộc",
+    "URL must start with http:// or https://": "URL phải bắt đầu bằng http:// hoặc https://",
     "URL to your logo image (optional)": "URL hình ảnh logo của bạn (tùy chọn)",
     "US dollar (USD)": "Đô la Mỹ (USD)",
     "Usage": "Sử dụng",
     "Usage · {{price}}": "Mức sử dụng · {{price}}",
     "Usage at a glance": "Tổng quan mức dùng",
+    "Usage details": "Usage details",
     "Usage guide": "Hướng dẫn sử dụng",
     "Usage logs": "Nhật ký sử dụng",
     "Usage Logs": "Nhật ký sử dụng",
@@ -6328,6 +7168,7 @@
     "Usage parameters": "Tham số sử dụng",
     "Usage percentage": "Tỷ lệ đã dùng",
     "Usage prices": "Giá sử dụng",
+    "Usage source": "Usage source",
     "Usage-based": "Dựa trên sử dụng",
     "Usage-based billing": "Tính phí theo mức sử dụng",
     "Usage-based billing · price not configured": "Tính phí theo mức sử dụng · chưa cấu hình giá",
@@ -6341,7 +7182,9 @@
     "Use a different stable value for each instance, then restart the service.": "Dùng một giá trị ổn định khác nhau cho mỗi phiên bản, sau đó khởi động lại dịch vụ.",
     "Use a Passkey from another website": "Dùng khóa truy cập của trang web khác",
     "Use a path to append it to the channel Base URL, or enter a full URL to override the Base URL for this route.": "Dùng đường dẫn để nối vào Base URL của kênh, hoặc nhập URL đầy đủ để ghi đè Base URL cho tuyến này.",
+    "Use access tokens to call the dashboard API from scripts. Each token only has the permissions you select.": "Dùng token truy cập để gọi API bảng điều khiển từ script. Mỗi token chỉ có các quyền bạn chọn.",
     "Use an HTTPS domain (or localhost for development) to configure Passkey.": "Dùng tên miền HTTPS để cấu hình Passkey, hoặc localhost khi phát triển.",
+    "Use at most 20 tags, each no longer than 40 characters.": "Use at most 20 tags, each no longer than 40 characters.",
     "Use authenticator code": "Sử dụng mã xác thực",
     "Use backup code": "Sử dụng mã dự phòng",
     "Use Bearer for all protocols": "Dùng Bearer cho mọi giao thức",
@@ -6352,6 +7195,7 @@
     "Use exact model names such as gpt-4o, or regex rules prefixed with re: such as re:^gemini-.": "Dùng tên model chính xác như gpt-4o, hoặc quy tắc regex có tiền tố re: như re:^gemini-.",
     "Use expression pricing when a dependent price is non-zero and its base price is zero.": "Dùng biểu thức khi giá phụ thuộc khác không nhưng giá cơ sở bằng không.",
     "Use external tools to extend capabilities": "Sử dụng công cụ ngoài để mở rộng khả năng",
+    "Use Mantle for supported Claude models and automatic prompt caching. Keep InvokeModel for older models and Amazon Nova.": "Dùng Mantle cho các mô hình Claude được hỗ trợ và tự động lưu bộ nhớ đệm prompt. Tiếp tục dùng InvokeModel cho các mô hình cũ và Amazon Nova.",
     "Use model-level expression": "Dùng biểu thức của mô hình",
     "Use model-level pricing": "Dùng giá của mô hình",
     "Use one available reset credit for this channel. The reset request is sent only after confirmation.": "Sử dụng một lượt đặt lại khả dụng cho kênh này. Yêu cầu chỉ được gửi sau khi xác nhận.",
@@ -6366,7 +7210,9 @@
     "Use the existing token total": "Sử dụng tổng token hiện có",
     "Use the full-width table to scan prices, then select a row to edit it here.": "Duyệt giá trong bảng, rồi chọn một hàng để chỉnh sửa tại đây.",
     "Use the group set on the token. If the token has no group, use the user group. The auto group tries the auto assignment order from top to bottom.": "Dùng nhóm đặt trên token. Nếu token không có nhóm, dùng nhóm người dùng. Nhóm auto thử theo thứ tự gán tự động từ trên xuống dưới.",
+    "Use the group set on the token. If the token has no group, use the user group. The auto group tries the configured groups from top to bottom.": "Sử dụng nhóm được đặt cho token. Nếu token chưa có nhóm, sử dụng nhóm của người dùng. Nhóm auto thử các nhóm đã cấu hình theo thứ tự từ trên xuống dưới.",
     "Use the pricing group table to manage the ratio and whether the group appears in the token creation dropdown.": "Dùng bảng nhóm định giá để quản lý tỷ lệ và việc nhóm có xuất hiện trong danh sách tạo token hay không.",
+    "Use the same priority as the highlighted channels": "Dùng cùng mức ưu tiên với các kênh được tô sáng",
     "Use this callback URL pattern when registering a custom OAuth provider.": "Dùng mẫu URL callback này khi đăng ký nhà cung cấp OAuth tùy chỉnh.",
     "Use this token for API authentication": "Sử dụng token này để xác thực API",
     "Use tier(name, fixed(amount)) for a USD price per request. Group and request multipliers still apply.": "Dùng tier(name, fixed(amount)) để đặt giá USD cho mỗi yêu cầu. Hệ số nhóm và yêu cầu vẫn được áp dụng.",
@@ -6399,15 +7245,21 @@
     "User dashboard and quota controls.": "Bảng điều khiển người dùng và kiểm soát hạn ngạch.",
     "User deleted successfully": "Xóa người dùng thành công",
     "User demoted to regular user successfully": "Đã hạ cấp người dùng xuống người dùng thường thành công",
+    "User detection": "User detection",
     "User disabled successfully": "Tắt người dùng thành công",
+    "User does not exist": "Người dùng không tồn tại",
     "User enabled successfully": "Bật người dùng thành công",
     "User Exclusive Ratio": "Tỷ lệ riêng",
     "User group": "Nhóm người dùng",
     "User Group": "Nhóm người dùng",
     "User group name": "Tên nhóm người dùng",
+    "User group will be reverted to {{group}}": "Nhóm người dùng sẽ được trả về {{group}}",
+    "User group will be upgraded to {{group}}": "Nhóm người dùng sẽ được nâng cấp lên {{group}}",
     "User Group: {{ratio}}x": "Nhóm người dùng: {{ratio}}x",
     "User groups that can access channels with this tag": "Nhóm người dùng có thể truy cập các kênh với thẻ này",
     "User groups that can access this channel. ": "Các nhóm người dùng có thể truy cập kênh này.",
+    "User has been banned": "Người dùng đã bị cấm",
+    "User has been deleted": "Người dùng đã bị xóa",
     "User ID": "ID người dùng",
     "User ID Field": "Trường ID Người dùng",
     "User ID:": "ID người dùng:",
@@ -6417,25 +7269,36 @@
     "User Menu": "Menu người dùng",
     "User personal functions": "Chức năng cá nhân người dùng",
     "User promoted to admin successfully": "Đã nâng cấp người dùng lên quản trị viên thành công",
+    "User registration failed or user ID retrieval failed": "Đăng ký người dùng thất bại hoặc không lấy được ID người dùng",
     "User selectable": "Người dùng có thể chọn",
     "User Subscription Management": "Quản lý đăng ký người dùng",
     "User updated successfully": "Cập nhật người dùng thành công",
     "User Verification": "Xác minh người dùng",
     "User-Agent include (one per line)": "User-Agent include (mỗi dòng một mục)",
     "Username": "Tên người dùng",
+    "Username already exists or has been deleted": "Tên người dùng đã tồn tại hoặc đã bị xóa",
     "Username confirmation does not match": "Xác nhận tên người dùng không khớp",
     "Username Field": "Trường Tên người dùng",
+    "Username must be {{max}} characters or fewer": "Tên người dùng tối đa {{max}} ký tự",
     "Username or Email": "Tên đăng nhập hoặc Email",
+    "Username or password is incorrect, or user has been banned": "Tên người dùng hoặc mật khẩu không đúng, hoặc người dùng đã bị cấm",
     "Users": "Người dùng",
+    "Users call": "Người dùng gọi",
     "Users call the model on the left. The platform forwards the request to the upstream model on the right.": "Người dùng gọi mô hình bên trái. Nền tảng chuyển tiếp yêu cầu đến mô hình thượng nguồn bên phải.",
+    "Users can download their own logs from the usage log page. Administrators can always export.": "Người dùng có thể tải nhật ký của mình từ trang nhật ký sử dụng. Quản trị viên luôn có thể xuất.",
     "Users in {{group}}": "Người dùng trong {{group}}",
     "Users must wait for a successful drawing before upscales or variations.": "Người dùng phải chờ vẽ thành công trước khi upscale hoặc biến thể.",
     "Users of vip, when billed as premium, pay ratio": "Người dùng của vip, khi tính phí theo premium, trả hệ số",
     "Users only see groups marked as user selectable. Non-selectable groups can still be assigned by administrators.": "Người dùng chỉ thấy các nhóm được đánh dấu là có thể chọn. Nhóm không thể chọn vẫn có thể do quản trị viên gán.",
     "uses": "sử dụng",
+    "Uses the group Astra fingerprint and pelican checks; other models have not been individually tested. Off by default.": "Uses the group Astra fingerprint and pelican checks; other models have not been individually tested. Off by default.",
+    "Uses the group Astra fingerprint and vision checks; other models have not been individually tested. Off by default.": "Uses the group Astra fingerprint and vision checks; other models have not been individually tested. Off by default.",
     "Using built-in or default pricing": "Đang dùng giá tích hợp hoặc mặc định",
     "Using the complete global Auto order ({{count}} groups)": "Đang dùng thứ tự Auto toàn cục đầy đủ ({{count}} nhóm)",
     "v{{installed}} is installed but this source does not list it. Installing replaces it with v{{target}}.": "Đang cài v{{installed}} nhưng nguồn này không liệt kê phiên bản đó. Việc cài đặt sẽ thay thế nó bằng v{{target}}.",
+    "Valid probes {{count}}": "Valid probes {{count}}",
+    "Valid probes {{count}}/3": "Valid probes {{count}}/3",
+    "Validate Astra upstream model": "Validate Astra upstream model",
     "Validity": "Hiệu lực",
     "Validity Period": "Thời hạn hiệu lực",
     "Value": "Giá trị",
@@ -6471,6 +7334,7 @@
     "Vendors still have {{count}} linked model records. Transfer or clear their assignments first.": "Nhà cung cấp vẫn còn {{count}} bản ghi mô hình liên kết. Hãy chuyển hoặc xóa gán trước.",
     "Verification code": "Mã xác minh",
     "Verification Code": "Mã xác minh",
+    "Verification code is incorrect or has expired": "Mã xác minh không đúng hoặc đã hết hạn",
     "Verification code must be 6 digits": "Mã xác thực phải có 6 chữ số",
     "Verification code sent! Please check your email.": "Mã xác thực đã được gửi! Vui lòng kiểm tra email của bạn.",
     "Verification code updates every 30 seconds.": "Mã xác minh cập nhật mỗi 30 giây.",
@@ -6482,14 +7346,26 @@
     "Verification failed. Please try again.": "Xác minh thất bại. Vui lòng thử lại.",
     "Verification flow expired": "Quy trình xác minh đã hết hạn",
     "Verification is not configured properly": "Xác thực chưa được cấu hình đúng cách",
+    "Verification method": "Phương thức xác thực",
     "Verification proof was not returned": "Không nhận được bằng chứng xác minh",
     "Verification required to reveal the saved key.": "Yêu cầu xác minh để tiết lộ khóa đã lưu.",
     "Verification scope is missing": "Thiếu phạm vi xác minh",
+    "Verified": "Verified",
     "Verify": "Kiểm tra",
     "Verify again before retrying this action.": "Vui lòng xác minh lại trước khi thử lại thao tác này.",
     "Verify and Sign In": "Xác minh và Đăng nhập",
     "Verify routing with Playground or your client": "Xác minh định tuyến bằng Playground hoặc client của bạn",
     "Verify Setup": "Xác minh thiết lập",
+    "Verify to create administrator": "Xác minh để tạo quản trị viên",
+    "Verify to delete user": "Xác minh để xóa người dùng",
+    "Verify to demote user": "Xác minh để giáng cấp người dùng",
+    "Verify to disable user": "Xác minh để vô hiệu hóa người dùng",
+    "Verify to enable user": "Xác minh để kích hoạt người dùng",
+    "Verify to promote user": "Xác minh để thăng cấp người dùng",
+    "Verify to reset 2FA": "Xác minh để đặt lại 2FA",
+    "Verify to reset Passkey": "Xác minh để đặt lại Passkey",
+    "Verify to unbind account": "Xác minh để hủy liên kết tài khoản",
+    "Verify to update user credentials": "Xác minh để cập nhật thông tin đăng nhập của người dùng",
     "Verify to view channel key": "Xác minh để xem khóa kênh",
     "Verify upstream pricing": "Kiểm tra giá từ nguồn",
     "Verify your database connection": "Xác minh kết nối cơ sở dữ liệu của bạn",
@@ -6505,6 +7381,8 @@
     "Vertex AI API Key mode does not support batch creation": "Chế độ API Key của Vertex AI không hỗ trợ tạo hàng loạt",
     "Vertex AI does not support functionResponse.id. Enable this to remove the field automatically.": "Vertex AI không hỗ trợ functionResponse.id. Bật để tự động loại bỏ trường này.",
     "Vertex AI Key Format": "Định dạng khóa Vertex AI",
+    "Vertex AI keys for batch adding cannot be empty": "Khóa Vertex AI để thêm hàng loạt không được để trống",
+    "Vertex AI Project ID": "ID dự án Vertex AI",
     "Vertex AI service account key must be valid JSON": "Khóa tài khoản dịch vụ Vertex AI phải là JSON hợp lệ",
     "Video": "Video",
     "Video length in seconds": "Độ dài video (giây)",
@@ -6513,15 +7391,23 @@
     "Vidu": "Vidu",
     "View": "Xem",
     "View all currently available models": "Xem tất cả mô hình hiện có",
+    "View all top-up records, subscription plans, and user subscriptions.": "Xem toàn bộ lịch sử nạp tiền, gói đăng ký và đăng ký của người dùng.",
+    "View all users' usage logs, statistics, and tasks.": "Xem nhật ký sử dụng, thống kê và tác vụ của mọi người dùng.",
+    "View API keys and their settings without the full key.": "Xem khóa API và cài đặt của chúng, không gồm khóa đầy đủ.",
     "View API token key": "Xem khóa mã thông báo API",
     "View API token keys in batch": "Xem hàng loạt khóa mã thông báo API",
     "View audit records from user and admin roles. Root records are always excluded.": "Xem bản ghi kiểm toán của vai trò user và admin. Luôn loại trừ bản ghi của vai trò root.",
+    "View balance, top-up records, subscriptions, and referral information.": "Xem số dư, lịch sử nạp tiền, gói đăng ký và thông tin giới thiệu.",
     "View changelog source": "Xem tệp nguồn",
     "View channel lists and details without secrets.": "Xem danh sách và chi tiết kênh không chứa bí mật.",
     "View channel secrets": "Xem bí mật kênh",
+    "View complete API keys.": "Xem đầy đủ khóa API.",
+    "View deployments and price estimates.": "Xem triển khai và ước tính giá.",
     "View detailed information about this user including balance, usage statistics, and invitation details.": "Xem thông tin chi tiết về người dùng này bao gồm số dư, thống kê sử dụng và chi tiết lời mời.",
     "View details": "Xem chi tiết",
     "View document": "Xem tài liệu",
+    "View groups and prefill groups.": "Xem nhóm và nhóm điền sẵn.",
+    "View installed task plugins and their settings.": "Xem các plugin tác vụ đã cài đặt và cài đặt của chúng.",
     "View issued reset credits, grant dates, and expiration.": "Xem các lượt đặt lại đã cấp, ngày cấp và thời điểm hết hạn.",
     "View key for API token “{{name}}”": "Xem khóa mã thông báo API “{{name}}”",
     "View logs": "Xem nhật ký",
@@ -6529,27 +7415,39 @@
     "View mode": "Chế độ xem",
     "View model statistics and charts": "Xem thống kê và biểu đồ mô hình",
     "View models": "Xem mô hình",
+    "View models and vendors, and preview upstream sync.": "Xem mô hình và nhà cung cấp, xem trước đồng bộ từ thượng nguồn.",
     "View other accounts' audit logs": "Xem nhật ký kiểm toán của tài khoản khác",
+    "View Passkey, two-factor, and sign-in binding status.": "Xem trạng thái khóa truy cập, xác thực hai yếu tố và liên kết đăng nhập.",
+    "View performance, system tasks, and system information.": "Xem hiệu năng, tác vụ hệ thống và thông tin hệ thống.",
     "View Pricing": "View price",
     "View pricing for {{model}}": "Xem giá {{model}}",
+    "View redemption codes.": "Xem mã đổi thưởng.",
     "View scope": "Phạm vi xem",
+    "View system settings, custom OAuth providers, and price sync sources.": "Xem cài đặt hệ thống, nhà cung cấp OAuth tùy chỉnh và nguồn đồng bộ giá.",
     "View the complete details for this": "Xem chi tiết đầy đủ của",
     "View the complete details for this log entry": "Xem chi tiết đầy đủ cho mục nhật ký này",
     "View the complete details for this task": "Xem đầy đủ chi tiết của tác vụ này",
     "View the complete error message and details": "Xem toàn bộ thông báo lỗi và chi tiết",
     "View the complete prompt and its English translation": "Xem toàn bộ lời nhắc và bản dịch tiếng Anh",
     "View the generated image": "Xem ảnh đã tạo",
+    "View users, their sign-in bindings, and permission settings.": "Xem người dùng, liên kết đăng nhập và cài đặt quyền của họ.",
+    "View your profile, groups, and available models.": "Xem hồ sơ, nhóm và các mô hình khả dụng.",
     "View your topup transaction records and payment history": "Xem lịch sử giao dịch nạp tiền và lịch sử thanh toán của bạn",
+    "View your usage logs, statistics, tasks, and audit logs.": "Xem nhật ký sử dụng, thống kê, tác vụ và nhật ký kiểm toán của bạn.",
     "Viewed channel key {{name}} (ID: {{id}})": "Đã xem khóa kênh {{name}} (ID: {{id}})",
     "Violation Code": "Mã vi phạm",
     "Violation deduction amount": "Số tiền trừ vi phạm",
     "Violation Fee": "Phí vi phạm",
+    "Violation fee charged": "Đã thu phí vi phạm",
     "Violation Marker": "Đánh dấu vi phạm",
     "vip": "vip",
+    "VIP group": "Nhóm VIP",
     "VIP users with premium access": "Người dùng VIP với quyền truy cập cao cấp",
     "Visible": "Hiển thị",
     "Visible only to users with access to the model’s groups.": "Chỉ hiển thị cho người dùng có quyền truy cập các nhóm của mô hình.",
     "Vision": "Thị giác",
+    "Vision check · passes when the response contains 音响 or 音箱.": "Vision check · passes when the response contains 音响 or 音箱.",
+    "Vision test": "Vision test",
     "Vision, image / video, document chat": "Thị giác, ảnh / video, hỏi đáp tài liệu",
     "Visit Settings → General and adjust quota options...": "Truy cập Cài đặt → Chung và điều chỉnh tùy chọn hạn mức...",
     "Visitors must authenticate before accessing the pricing directory.": "Khách truy cập phải xác thực trước khi truy cập thư mục giá.",
@@ -6570,7 +7468,11 @@
     "vs. previous": "so với kỳ trước",
     "Waffo": "Waffo",
     "Waffo Aggregator Gateway": "Cổng tổng hợp Waffo",
+    "Waffo Pancake configuration is incomplete": "Cấu hình Waffo Pancake chưa đầy đủ",
+    "Waffo Pancake credentials are not configured": "Chưa cấu hình thông tin xác thực Waffo Pancake",
     "Waffo Pancake Dashboard": "Waffo Pancake Dashboard",
+    "Waffo Pancake is not configured or key is invalid": "Waffo Pancake chưa được cấu hình hoặc khóa không hợp lệ",
+    "Waffo Pancake is not fully configured. Complete the gateway binding in payment settings first.": "Waffo Pancake chưa được cấu hình đầy đủ. Hãy hoàn tất liên kết cổng thanh toán trong cài đặt thanh toán trước.",
     "Waffo Pancake MoR": "Waffo Pancake MoR",
     "Waffo Pancake Payment Gateway": "Cổng thanh toán Waffo Pancake",
     "Waffo Pancake product created": "Đã tạo sản phẩm Waffo Pancake",
@@ -6579,8 +7481,10 @@
     "Waffo Pancake settings saved": "Đã lưu cài đặt Waffo Pancake",
     "Waffo Payment": "Thanh toán Waffo",
     "Waffo Payment Gateway": "Cổng thanh toán Waffo",
+    "Waffo payment is not enabled": "Thanh toán Waffo chưa được bật",
     "Waffo Public Key (Production)": "Waffo Public Key (Sản xuất)",
     "Waffo Public Key (Sandbox)": "Khóa công khai Waffo (Sandbox)",
+    "WaffoPancakeProductId is not configured for this plan": "Gói này chưa cấu hình WaffoPancakeProductId",
     "Waiting": "Đang chờ",
     "Waiting for email...": "Đang chờ email...",
     "Waiting for two comparable samples. Counter resets restart the sampling window.": "Đang chờ hai mẫu có thể so sánh. Đặt lại bộ đếm sẽ bắt đầu lại khoảng lấy mẫu.",
@@ -6590,6 +7494,7 @@
     "Wallet Management": "Quản lý ví",
     "Wallet management and personal preferences.": "Quản lý ví và sở thích cá nhân.",
     "Wallet Only": "Chỉ dùng ví",
+    "Wallet pre-consume bypass threshold (USD)": "Ngưỡng ví được miễn khấu trừ trước (USD)",
     "Wallet quota limit exceeded": "Vượt phạm vi hạn mức ví",
     "Warning": "Cảnh báo",
     "Warning: Base URL should not end with /v1. New API will handle it automatically. This may cause request failures.": "Cảnh báo: URL cơ sở không nên kết thúc bằng /v1. API mới sẽ xử lý tự động. Điều này có thể gây ra lỗi yêu cầu.",
@@ -6614,9 +7519,11 @@
     "Webhook URL": "URL Webhook",
     "Webhook URL (Production):": "Webhook URL (Production):",
     "Webhook URL (Test):": "Webhook URL (Test):",
+    "Webhook URL cannot be empty": "URL Webhook không được để trống",
     "Webhook URL:": "URL Webhook:",
     "Website is under maintenance!": "Website đang bảo trì!",
     "WeChat": "WeChat",
+    "WeChat ID is empty!": "ID WeChat trống!",
     "WeChat login QR code": "Mã QR đăng nhập WeChat",
     "WeChat Pay": "WeChat Pay",
     "WeChat sign in": "Đăng nhập WeChat",
@@ -6631,9 +7538,11 @@
     "Weighted by request count": "Có trọng số theo số yêu cầu",
     "Welcome back!": "Chào mừng trở lại!",
     "Welcome to our New API...": "Chào mừng bạn đến với API mới của chúng tôi...",
-    "Well-Known URL": "URL đã biết",
+    "Well-Known URL": "URL Well-Known",
     "Well-Known URL must start with http:// or https://": "URL Well-Known phải bắt đầu bằng http:// hoặc https://",
+    "What do you want to change?": "Bạn muốn thay đổi gì?",
     "What would you like to know?": "Bạn muốn biết gì?",
+    "When a channel is disabled or re-enabled automatically, or a test of all channels finishes": "Khi một kênh bị tự động tắt hoặc bật lại, hoặc khi kiểm tra tất cả kênh hoàn tất",
     "When a token uses the auto group, the system tries groups from top to bottom until it finds an available group.": "Khi token dùng nhóm auto, hệ thống thử các nhóm từ trên xuống dưới cho đến khi tìm được nhóm khả dụng.",
     "When billed as {{group}}": "Khi tính phí theo {{group}}",
     "When conditions match": "Khi điều kiện thỏa mãn",
@@ -6648,6 +7557,7 @@
     "When enabled, newly created tokens start in the first auto group.": "Khi được bật, các token mới được tạo sẽ bắt đầu trong nhóm tự động đầu tiên.",
     "When enabled, prompts are scanned before reaching upstream models.": "Khi được bật,",
     "When enabled, the store field will be blocked": "Khi được bật, trường store sẽ bị chặn",
+    "When enabled, this API key can be used to check your account's remaining and used quota.": "Khi được bật, bạn có thể dùng khóa API này để xem hạn mức còn lại và hạn mức đã dùng của tài khoản.",
     "When enabled, users can pick this group when creating tokens.": "Khi bật, người dùng có thể chọn nhóm này khi tạo token.",
     "When enabled, violation requests will incur additional charges.": "Khi bật, các yêu cầu vi phạm sẽ phải chịu phí bổ sung.",
     "When enabled, zero-cost models also pre-consume quota before final settlement.": "Khi được bật, các mô hình không tốn phí cũng trừ trước hạn mức trước khi quyết toán cuối cùng.",
@@ -6690,11 +7600,15 @@
     "You are running the latest version ({{version}}).": "Bạn đang sử dụng phiên bản mới nhất ({{version}}).",
     "You can add models manually or try fetching again.": "Bạn có thể thêm mô hình thủ công hoặc thử lấy lại.",
     "You can close this tab once the binding completes or a success message appears in the original window.": "Bạn có thể đóng tab này sau khi quá trình liên kết hoàn tất hoặc thông báo thành công xuất hiện trong cửa sổ gốc.",
+    "You can create at most {{count}} access tokens": "Bạn có thể tạo tối đa {{count}} token truy cập",
+    "You can create up to {{count}} access tokens": "Bạn có thể tạo tối đa {{count}} token truy cập",
     "You can manually add them in \"Custom Model Names\", click \"Fill\" and then submit, or use the operations below to handle automatically.": "Bạn có thể thêm chúng theo cách thủ công trong \"Tên mô hình tùy chỉnh\", nhấp vào \"Điền\" rồi gửi, hoặc sử dụng các thao tác bên dưới để xử lý tự động.",
     "You can only check in once per day": "Bạn chỉ có thể điểm danh một lần mỗi ngày",
     "You can still edit non-sensitive operations fields such as models, groups, priority, and weight.": "Bạn vẫn có thể chỉnh sửa các trường vận hành không nhạy cảm như mô hình, nhóm, độ ưu tiên và trọng số.",
+    "You cannot grant one or more of these permissions.": "Bạn không thể cấp một hoặc nhiều quyền trong số này.",
     "You commit not to use this system to implement, assist with, or indirectly implement acts that violate applicable laws and regulations, regulatory requirements, platform rules, public interests, or the lawful rights and interests of third parties.": "Bạn cam kết không sử dụng hệ thống này để thực hiện, hỗ trợ hoặc gián tiếp thực hiện các hành vi vi phạm luật và quy định hiện hành, yêu cầu quản lý, quy tắc nền tảng, lợi ích công cộng hoặc quyền và lợi ích hợp pháp của bên thứ ba.",
     "You commit to using upstream APIs, accounts, keys, quotas, and service capabilities only within the scope of lawful authorization obtained from upstream service providers, model service providers, or relevant rights holders, and will not conduct unauthorized resale, trafficking, distribution, or other non-compliant commercialization.": "Bạn cam kết chỉ sử dụng API upstream, tài khoản, khóa, hạn mức và năng lực dịch vụ trong phạm vi ủy quyền hợp pháp nhận được từ nhà cung cấp dịch vụ upstream, nhà cung cấp mô hình hoặc chủ thể quyền liên quan, và sẽ không thực hiện bán lại, giao dịch, phân phối trái phép hoặc thương mại hóa không tuân thủ khác.",
+    "You do not have permission to edit channels": "Bạn không có quyền chỉnh sửa kênh",
     "You do not have permission to edit sensitive channel settings.": "Bạn không có quyền chỉnh sửa cài đặt kênh nhạy cảm.",
     "You do not have permission to perform this action.": "Bạn không có quyền thực hiện thao tác này.",
     "You don't have necessary permission": "Bạn không có quyền cần thiết",
@@ -6722,7 +7636,6 @@
     "Your new backup codes are ready": "Mã dự phòng mới của bạn đã sẵn sàng",
     "Your Referral Link": "Liên kết giới thiệu của bạn",
     "Your setup guide is collapsed so usage stays in focus.": "Hướng dẫn thiết lập đã thu gọn để giữ phần sử dụng ở vị trí nổi bật.",
-    "Your system access token for API authentication. Keep it secure and don't share it with others.": "Mã truy cập hệ thống của bạn để xác thực API. Hãy giữ nó an toàn và đừng chia sẻ nó với người khác.",
     "Your Telegram Bot Token": "Mã thông báo bot Telegram của bạn",
     "Your transaction history will appear here": "Lịch sử giao dịch của bạn sẽ xuất hiện ở đây",
     "Your Turnstile secret key": "Khóa bí mật Turnstile của bạn",
@@ -6732,223 +7645,10 @@
     "Zhipu GLM": "Zhipu GLM",
     "Zhipu V4": "Zhipu V4",
     "Zoom": "Zoom",
-    "Channel error": "Lỗi kênh",
-    "Unrecognized status code": "Mã trạng thái không xác định",
-    "Correct the invalid settings before saving.": "Hãy sửa các cài đặt không hợp lệ trước khi lưu.",
-    "Upstream connection": "Kết nối thượng nguồn",
-    "Local check": "Kiểm tra cục bộ",
-    "Responses WebSocket": "Responses WebSocket",
-    "Cross-group retry": "Thử lại liên nhóm",
-    "Request policy decisions": "Quyết định chính sách yêu cầu",
-    "Candidate channels": "Candidate channels",
-    "Candidate list truncated; at most 100 candidates are stored per attempt.": "Candidate list truncated; at most 100 candidates are stored per attempt.",
-    "Copy request ID": "Copy request ID",
-    "Request information": "Request information",
-    "Affinity correlation": "Affinity correlation",
-    "Not provided": "Not provided",
-    "Filter related requests": "Filter related requests",
-    "Identifier source": "Identifier source",
-    "Requested model": "Requested model",
-    "Upstream model": "Upstream model",
-    "Returned model": "Returned model",
-    "The returned model is diagnostic metadata, not proof of the model that ran.": "The returned model is diagnostic metadata, not proof of the model that ran.",
-    "Reasoning effort": "Reasoning effort",
-    "HTTP status": "HTTP status",
-    "Stream end": "Stream end",
-    "Correlation key": "Correlation key",
-    "Priority and weight selection": "Priority and weight selection",
-    "No available channel": "No available channel",
-    "Eligible candidate": "Eligible candidate",
-    "Selected candidate": "Selected candidate",
-    "Excluded by priority": "Excluded by priority",
-    "Affinity cache hit": "Affinity cache hit",
-    "Affinity candidate unavailable": "Affinity candidate unavailable",
-    "Fixed channel not found": "Fixed channel not found",
-    "Channel disabled": "Channel disabled",
-    "Switched to fallback group": "Switched to fallback group",
-    "Request path not supported": "Request path not supported",
-    "Task plugin does not match": "Task plugin does not match",
-    "Responses WebSocket not supported": "Responses WebSocket not supported",
-    "Channel no longer exists": "Channel no longer exists",
-    "Exact model names only. Preferred groups run before the remaining pool. A successful session binding takes precedence.": "Exact model names only. Preferred groups run before the remaining pool. A successful session binding takes precedence.",
-    "Estimated usage": "Estimated usage",
-    "Attempt history unavailable": "Attempt history unavailable",
-    "Preset: Astra prefers preferred-group": "Preset: Astra prefers preferred-group",
-    "Usage source": "Usage source",
-    "Collecting usage": "Collecting usage",
-    "Model verification: pending": "Model verification: pending",
-    "Upstream attempts": "Upstream attempts",
-    "Server-side routing preview only; no model request or charge. Availability and session bindings may change the selected channel.": "Server-side routing preview only; no model request or charge. Availability and session bindings may change the selected channel.",
-    "Group pool": "Group pool",
-    "Inherit global Auto": "Inherit global Auto",
-    "Preview model": "Preview model",
-    "Upstream usage": "Upstream usage",
-    "Customize pool": "Customize pool",
-    "Input / Output / Cache": "Input / Output / Cache",
-    "Verified": "Verified",
-    "Each consumed attempt is charged independently at the requested model price and its actual group ratio. The total below is a summary, not another charge.": "Each consumed attempt is charged independently at the requested model price and its actual group ratio. The total below is a summary, not another charge.",
-    "Model verification: unchecked": "Model verification: unchecked",
-    "Rejected without charge": "Rejected without charge",
-    "/api/token/routing-preview": "/api/token/routing-preview",
-    "No available groups": "No available groups",
-    "Lower priority numbers run first. Equal priorities use round-robin. Removing a pool group also removes its rule references.": "Lower priority numbers run first. Equal priorities use round-robin. Removing a pool group also removes its rule references.",
-    "Not checked": "Not checked",
-    "Model verification: accepted": "Model verification: accepted",
-    "Switched successfully": "Switched successfully",
-    "Rejected and charged": "Rejected and charged",
-    "The preset never adds groups. Customize the pool to add model rules.": "The preset never adds groups. Customize the pool to add model rules.",
-    "Pending settlement": "Pending settlement",
-    "Settled attempt total": "Settled attempt total",
-    "Model preferences": "Model preferences",
-    "Routing preview": "Routing preview",
-    "Add model rule": "Add model rule",
-    "Delete rule": "Delete rule",
-    "Attempt status": "Attempt status",
-    "Inherit user group": "Inherit user group",
-    "Invalid group pool or model rule": "Invalid group pool or model rule",
-    "Billing group ratio": "Billing group ratio",
-    "Model rules": "Model rules",
-    "Auto-switch on Astra model mismatch": "Auto-switch on Astra model mismatch",
-    "Model detection is always active. When off, mismatched results are delivered and logged. When on, mismatched results are rejected and a safe channel switch is attempted.": "Model detection is always active. When off, mismatched results are delivered and logged. When on, mismatched results are rejected and a safe channel switch is attempted.",
-    "Each consumed attempt is charged independently, including rejected results.": "Each consumed attempt is charged independently, including rejected results.",
-    "Enable Astra auto-switch?": "Enable Astra auto-switch?",
-    "Rejected results still incur upstream usage charges. Switching sends another request that is charged separately, so one client request can incur multiple charges. If no safe switch is available, the request fails instead of delivering a mismatched result.": "Rejected results still incur upstream usage charges. Switching sends another request that is charged separately, so one client request can incur multiple charges. If no safe switch is available, the request fails instead of delivering a mismatched result.",
-    "I understand the charges, enable and save": "I understand the charges, enable and save",
-    "Legacy Astra model guard (deprecated)": "Legacy Astra model guard (deprecated)",
-    "Astra auto-switch is now controlled by each API key. This legacy channel setting no longer affects requests.": "Astra auto-switch is now controlled by each API key. This legacy channel setting no longer affects requests.",
-    "Model mismatch allowed": "Model mismatch allowed",
-    "Model verification: mismatch_allowed": "Model verification: mismatch_allowed",
-    "Model verification: mismatch_rejected": "Model verification: mismatch_rejected",
-    "Model verification: switched_success": "Switched successfully",
-    "Model verification: transport_error": "Transport error",
-    "Transport error": "Transport error",
-    "Astra auto-switch and charges": "Astra auto-switch and charges",
-    "Existing API keys keep Astra auto-switch enabled; new keys default to off. Rejected results still incur usage charges, and every additional upstream attempt is charged separately. You can change this setting for each API key.": "Existing API keys keep Astra auto-switch enabled; new keys default to off. Rejected results still incur usage charges, and every additional upstream attempt is charged separately. You can change this setting for each API key.",
-    "Remind me next time": "Remind me next time",
-    "I understand": "I understand",
-    "Astra model detection": "Astra model detection",
-    "Compare the returned model with Astra and record the result. Detection alone does not reject responses. When disabled, response model checks and switching on model mismatch are off.": "Compare the returned model with Astra and record the result. Detection alone does not reject responses. When disabled, response model checks and switching on model mismatch are off.",
-    "Requires model detection. When off, responses are delivered normally. When on, mismatched responses are rejected and a safe channel switch is attempted.": "Requires model detection. When off, responses are delivered normally. When on, mismatched responses are rejected and a safe channel switch is attempted.",
-    "Astra fingerprint sampling": "Astra fingerprint sampling",
-    "Sampled downgrade rate": "Sampled downgrade rate",
-    "Probe availability": "Probe availability",
-    "{{suspect}} suspected / {{valid}} measured rounds": "{{suspect}} suspected / {{valid}} measured rounds",
-    "Astra · {{hours}}h": "Astra · {{hours}}h",
-    "Availability · {{hours}}h": "Availability · {{hours}}h",
-    "Every {{minutes}} minutes · 3 probes per channel": "Every {{minutes}} minutes · 3 probes per channel",
-    "Availability check · every {{minutes}} minutes": "Availability check · every {{minutes}} minutes",
-    "{{success}} / {{checks}} checks succeeded": "{{success}} / {{checks}} checks succeeded",
-    "{{suspect}} suspected / {{valid}} conclusive rounds": "{{suspect}} suspected / {{valid}} conclusive rounds",
-    "Sampling data unavailable": "Sampling data unavailable",
-    "No enabled Astra channels": "No enabled Astra channels",
-    "Automatic sampling paused": "Automatic sampling paused",
-    "Every 30 minutes · 3 probes per channel": "Every 30 minutes · 3 probes per channel",
-    "Coverage {{sampled}}/{{total}} · inconclusive {{unclear}} · failed {{errors}}": "Coverage {{sampled}}/{{total}} · inconclusive {{unclear}} · failed {{errors}}",
-    "Experimental behavioral samples, not proof of model identity. Luna-like inconclusive rounds count as suspected downgrades; other inconclusive and failed rounds are excluded. Samples do not verify individual customer requests.": "Experimental behavioral samples, not proof of model identity. Luna-like inconclusive rounds count as suspected downgrades; other inconclusive and failed rounds are excluded. Samples do not verify individual customer requests.",
-    "Recent sampling results": "Recent sampling results",
-    "Fingerprint matched": "Fingerprint matched",
-    "Suspected model substitution": "Suspected model substitution",
-    "Inconclusive sample": "Inconclusive sample",
-    "Sampling failed": "Sampling failed",
-    "Sampling in progress": "Sampling in progress",
-    "Valid probes {{count}}/3": "Valid probes {{count}}/3",
-    "Closest fingerprint": "Closest fingerprint",
-    "Score gap": "Score gap",
-    "Sample all Astra channels": "Sample all Astra channels",
-    "Sampling queued. Results will refresh automatically.": "Sampling queued. Results will refresh automatically.",
-    "This sends up to 3 independent requests per enabled Astra channel. Upstream costs are paid by the platform, not customer tokens. Existing tasks will not be duplicated. Please allow at least 5 minutes between rounds.": "This sends up to 3 independent requests per enabled Astra channel. Upstream costs are paid by the platform, not customer tokens. Existing tasks will not be duplicated. Please allow at least 5 minutes between rounds.",
-    "Confirm and sample": "Confirm and sample",
-    "Astra sampling is disabled": "Astra sampling is disabled",
-    "Please wait five minutes between sampling rounds": "Please wait five minutes between sampling rounds",
-    "Service support provided by Crash Workshop Cloud Computing": "Service support provided by Crash Workshop Cloud Computing",
-    "Test pelican": "Test pelican",
-    "Test fingerprint": "Test fingerprint",
-    "Manual detection uses your wallet balance.": "Manual detection uses your wallet balance.",
-    "Detection finished": "Detection finished",
-    "Detection in progress": "Detection in progress",
-    "Charged": "Charged",
-    "Usage details": "Usage details",
-    "Detection could not be completed. Only measured usage is charged.": "Detection could not be completed. Only measured usage is charged.",
-    "Confirm paid detection": "Confirm paid detection",
-    "One channel, {{calls}} requests, group ratio {{ratio}}x.": "One channel, {{calls}} requests, group ratio {{ratio}}x.",
-    "Reserved": "Reserved",
-    "Charged by actual usage. Unused reservation is refunded; classification failures may still incur generation costs.": "Charged by actual usage. Unused reservation is refunded; classification failures may still incur generation costs.",
-    "Confirm and detect": "Confirm and detect",
-    "Normal": "Normal",
-    "Suspected degradation": "Suspected degradation",
-    "Unable to classify": "Unable to classify",
-    "Pelican detection": "Pelican detection",
-    "Last 6 hours": "Last 6 hours",
-    "{{normal}} normal / {{degraded}} suspected / {{unknown}} unknown / {{failed}} failed": "{{normal}} normal / {{degraded}} suspected / {{unknown}} unknown / {{failed}} failed",
-    "Every 30 minutes, one work per Astra channel.": "Every 30 minutes, one work per Astra channel.",
-    "Recent detection results": "Recent detection results",
-    "User detection": "User detection",
-    "Automatic detection": "Automatic detection",
-    "Preview work": "Preview work",
-    "Pelican work preview": "Pelican work preview",
-    "No recent detections": "No recent detections",
-    "Non-Astra fingerprint": "Dấu vân tay không phải Astra",
-    "{{downgraded}} downgraded / {{valid}} measured rounds": "{{downgraded}} suy giảm / {{valid}} lượt đo",
-    "The rate uses the closest valid fingerprint: non-Astra results count as downgraded. Rounds without a valid fingerprint are excluded.": "Tỷ lệ dựa trên dấu vân tay hợp lệ gần nhất: kết quả không phải Astra được tính là suy giảm. Lượt không có dấu vân tay hợp lệ bị loại trừ.",
-    "Automatic detection: 15–60 minutes, adjusted when results change.": "Kiểm tra tự động: 15–60 phút, điều chỉnh khi kết quả thay đổi.",
-    "Current interval: {{minutes}} minutes": "Khoảng cách hiện tại: {{minutes}} phút",
-    "Current intervals: {{min}}–{{max}} minutes": "Khoảng cách hiện tại: {{min}}–{{max}} phút",
-    "3 probes per channel.": "Mỗi lượt gồm 3 lần lấy mẫu cho mỗi kênh.",
-    "One work per Astra channel.": "Mỗi lượt tạo một tác phẩm cho mỗi kênh Astra.",
-    "Eicy relay status": "Eicy relay status",
-    "Service status": "Service status",
-    "Live group status, model fingerprints and recent pelican works.": "Live group status, model fingerprints and recent pelican works.",
-    "Model fingerprint": "Model fingerprint",
-    "Not measured": "Not measured",
-    "Downgrade rate · last 6 hours": "Downgrade rate · last 6 hours",
-    "{{count}} measured rounds": "{{count}} measured rounds",
-    "Detection details": "Detection details",
-    "Recent pelican works": "Recent pelican works",
-    "Pelican sample {{number}}": "Pelican sample {{number}}",
-    "Sample {{number}}": "Sample {{number}}",
-    "No pelican works yet": "No pelican works yet",
-    "Available models": "Available models",
-    "{{normal}} / {{total}} groups operational": "{{normal}} / {{total}} groups operational",
-    "Updated at {{time}} · refreshes every minute": "Updated at {{time}} · refreshes every minute",
-    "No recent data": "No recent data",
-    "Manage display": "Manage display",
-    "Status page": "Status page",
-    "Public alias": "Public alias",
-    "Show publicly": "Show publicly",
-    "Open status page": "Open status page",
-    "Set public aliases and visibility for each group. Hidden groups are excluded from the public status API.": "Set public aliases and visibility for each group. Hidden groups are excluded from the public status API.",
-    "Display settings saved": "Display settings saved",
-    "Reset detection records": "Reset detection records",
-    "Confirm reset": "Confirm reset",
-    "Detection records reset": "Detection records reset",
-    "Reset fingerprint and pelican history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.": "Reset fingerprint and pelican history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.",
-    "Request and detection status by group": "Request and detection status by group",
-    "Availability history": "Availability history",
-    "Last 18 checks": "Last 18 checks",
-    "Refresh in {{seconds}}s": "Refresh in {{seconds}}s",
-    "Refreshing": "Refreshing",
-    "Past": "Past",
-    "Every 15 minutes": "Every 15 minutes",
-    "Updated at {{time}} · refreshes every 15 seconds": "Updated at {{time}} · refreshes every 15 seconds",
-    "View on manxue.ai": "View on manxue.ai",
-    "Meow quick test · 32 probes per channel.": "Meow quick test · 32 probes per channel.",
-    "Valid probes {{count}}": "Valid probes {{count}}",
-    "Meow strong evidence for Astra counts as matched; strong evidence for another model counts as downgraded. Inconclusive rounds are excluded. Pelican quality is assessed separately.": "Meow strong evidence for Astra counts as matched; strong evidence for another model counts as downgraded. Inconclusive rounds are excluded. Pelican quality is assessed separately.",
-    "This sends 32 independent Meow probes per enabled Astra channel. Upstream costs are paid by the platform. Existing tasks will not be duplicated. Please allow at least 5 minutes between rounds.": "This sends 32 independent Meow probes per enabled Astra channel. Upstream costs are paid by the platform. Existing tasks will not be duplicated. Please allow at least 5 minutes between rounds.",
-    "Test benchmark": "Test benchmark",
-    "Meow benchmark · auxiliary": "Meow benchmark · auxiliary",
-    "Meow results are auxiliary and do not affect the fingerprint downgrade rate.": "Meow results are auxiliary and do not affect the fingerprint downgrade rate.",
-    "Recent benchmark results": "Recent benchmark results",
-    "ModelTrace · 3 independent probes per channel.": "ModelTrace · 3 independent probes per channel.",
-    "ModelTrace fingerprint": "ModelTrace fingerprint",
-    "ModelTrace is the primary signal. Three valid probes, at least 80% candidate probability and a 0.5 score gap are required for classification. Other rounds are inconclusive. Probabilities are relative to the candidate bank.": "ModelTrace is the primary signal. Three valid probes, at least 80% candidate probability and a 0.5 score gap are required for classification. Other rounds are inconclusive. Probabilities are relative to the candidate bank.",
-    "Live group status, ModelTrace fingerprints and auxiliary Meow benchmarks.": "Live group status, ModelTrace fingerprints and auxiliary Meow benchmarks.",
-    "Reset fingerprint and benchmark history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.": "Reset fingerprint and benchmark history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.",
-    "Candy test": "Candy test",
-    "Passed": "Passed",
-    "Not passed": "Not passed",
-    "{{normal}} passed / {{degraded}} not passed / {{failed}} failed to run": "{{normal}} passed / {{degraded}} not passed / {{failed}} failed to run",
-    "Candy question · one request per channel. Only an answer of 21 passes.": "Candy question · one request per channel. Only an answer of 21 passes.",
-    "Recent candy test results": "Recent candy test results"
+    "不稳定": "Unstable",
+    "不降智": "No degradation",
+    "伪官Key": "Unofficial key",
+    "官Key": "Official key",
+    "打野": "Shared access"
   }
 }
diff --git a/web/src/i18n/locales/zh-TW.json b/web/src/i18n/locales/zh-TW.json
index bd25c12..ff3a538 100644
--- a/web/src/i18n/locales/zh-TW.json
+++ b/web/src/i18n/locales/zh-TW.json
@@ -1,16 +1,8 @@
 {
   "translation": {
-    "Auto-switch on group degradation": "分組降智時自動切換",
-    "For Astra requests, skip groups whose latest valid fingerprint in the last 6 hours is non-Astra and continue through the group pool. Groups with no valid result remain eligible.": "Astra 請求會跳過最近 6 小時內最後一次有效指紋檢測為非 Astra 的分組，按分組池順序繼續選擇；沒有有效檢測結果的分組仍可使用。",
     "360": "360",
     "1000": "1000",
     "10000": "10000",
-    "Model verification": "Model verification",
-    "Response delivered": "Response delivered",
-    "Model verification: confirmation_timeout": "Model confirmation timed out",
-    "Model verification: missing_model": "Upstream model missing",
-    "Model verification: confirmation_buffer_limit": "Model confirmation data exceeded limit",
-    "Model verification: model_mismatch": "Response model mismatch",
     "_copy": "_複製",
     "，": "，",
     ", and": "，和",
@@ -47,6 +39,7 @@
     "{{count}} announcements will be removed from the list.": "將從列表中移除 {{count}} 條公告。",
     "{{count}} API shortcuts will be removed from the list.": "將從列表中移除 {{count}} 個 API 快捷方式。",
     "{{count}} available channels": "{{count}} 個可用渠道",
+    "{{count}} call samples": "{{count}} 次呼叫",
     "{{count}} channel(s) deleted": "已刪除 {{count}} 個渠道",
     "{{count}} channel(s) disabled": "已停用 {{count}} 個渠道",
     "{{count}} channel(s) enabled": "已啟用 {{count}} 個渠道",
@@ -61,20 +54,23 @@
     "{{count}} FAQ entries will be removed from the list.": "將從列表中移除 {{count}} 個 FAQ 條目。",
     "{{count}} hours ago": "{{count}} 小時前",
     "{{count}} incidents": "{{count}} 宗事件",
-    "2xx, 504 and 524 are always excluded.": "2xx、504、524 一律排除。",
     "{{count}} incidents in the last 24 hours": "最近 24 小時 {{count}} 個異常桶",
     "{{count}} incidents in the last 30 days": "最近 30 天 {{count}} 宗事件",
     "{{count}} IP(s)": "{{count}} 個 IP",
+    "{{count}} linked model records": "{{count}} 筆關聯模型記錄",
+    "{{count}} log entries removed.": "已刪除 {{count}} 條日誌。",
+    "{{count}} measured rounds": "已检测 {{count}} 轮",
+    "{{count}} minutes ago": "{{count}} 分鐘前",
     "{{count}} model mapping(s)": "{{count}} 筆模型映射",
     "{{count}} model(s) redirected": "已重新導向 {{count}} 個模型",
     "{{count}} model(s) skipped because another model derives the same request name": "{{count}} 個模型與其他模型產生相同的請求名稱，已略過",
     "{{count}} model(s) unchanged by the rule were skipped": "{{count}} 個模型不受規則影響，已略過",
-    "{{count}} linked model records": "{{count}} 筆關聯模型記錄",
-    "{{count}} log entries removed.": "已刪除 {{count}} 條日誌。",
-    "{{count}} minutes ago": "{{count}} 分鐘前",
     "{{count}} models": "{{count}} 個模型",
     "{{count}} months ago": "{{count}} 個月前",
+    "{{count}} outside this view": "其中 {{count}} 個不在目前檢視",
     "{{count}} override": "{{count}} 個覆蓋",
+    "{{count}} permissions": "{{count}} 項權限",
+    "{{count}} permissions are no longer available": "{{count}} 項權限不在目前的權限目錄中",
     "{{count}} providers": "{{count}} 個服務方",
     "{{count}} records selected. Bulk actions are available.": "已選取 {{count}} 筆記錄，可執行批次操作。",
     "{{count}} selected": "已選取 {{count}} 筆",
@@ -89,6 +85,7 @@
     "{{currency}} / {{unit}} tokens": "{{currency}} / {{unit}} Token",
     "{{currency}} price per 1M input tokens.": "每百萬輸入 Token 的價格，單位為 {{currency}}。",
     "{{currency}} price per 1M tokens.": "每百萬 Token 的價格，單位為 {{currency}}。",
+    "{{downgraded}} downgraded / {{valid}} measured rounds": "降智 {{downgraded}} / 已測 {{valid}} 輪",
     "{{field}} updated to {{value}}": "{{field}} 已更新為 {{value}}",
     "{{field}} updated to {{value}} for tag: {{tag}}": "標籤「{{tag}}」的 {{field}} 已更新為 {{value}}",
     "{{first}} and {{second}}": "{{first}}且{{second}}",
@@ -99,13 +96,26 @@
     "{{modality}} not supported": "不支援 {{modality}}",
     "{{modality}} supported": "支援 {{modality}}",
     "{{n}} model(s) selected": "已選 {{n}} 個模型",
+    "{{name}} called {{count}} times, cost {{quota}}": "{{name}} 呼叫 {{count}} 次，呼叫花費 {{quota}}",
+    "{{normal}} / {{total}} groups operational": "{{normal}} / {{total}} 个分组运行正常",
+    "{{normal}} normal / {{degraded}} suspected / {{unknown}} unknown / {{failed}} failed": "正常 {{normal}} / 疑似 {{degraded}} / 不确定 {{unknown}} / 失败 {{failed}}",
+    "{{normal}} passed / {{degraded}} not passed / {{failed}} failed to run": "通过 {{normal}} / 未通过 {{degraded}} / 运行失败 {{failed}}",
+    "{{normal}} passed / {{degraded}} not passed / {{incomplete}} capability incomplete / {{failed}} failed to run": "通過 {{normal}} / 未通過 {{degraded}} / 能力殘缺 {{incomplete}} / 執行失敗 {{failed}}",
     "{{operation}} (ID: {{id}})": "{{operation}}（ID: {{id}}）",
+    "{{percent}}% OFF": "優惠 {{percent}}%",
     "{{processed}} of {{total}} log entries processed.": "已處理 {{processed}} / {{total}} 條日誌。",
     "{{protocol}} auth name": "{{protocol}} 驗證名稱",
     "{{protocol}} auth value": "{{protocol}} 驗證值",
     "{{protocol}} authentication": "{{protocol}} 驗證",
+    "{{provider}} login and registration has not been enabled by administrator": "管理員未開啟透過 {{provider}} 登入及註冊",
+    "{{provider}} returned empty user info, please check settings": "{{provider}} 回傳的使用者資訊為空，請檢查設定",
+    "{{provider}} top-up succeeded, amount added: {{quota}}, payment amount: {{amount}}": "{{provider}} 儲值成功，儲值額度：{{quota}}，支付金額：{{amount}}",
+    "{{selected}} of {{total}} changed fields selected": "已勾選 {{selected}} / {{total}} 個變更欄位",
     "{{start}}–{{end}}": "{{start}}至{{end}}",
+    "{{success}} / {{checks}} checks succeeded": "{{success}} / {{checks}} checks succeeded",
     "{{success}} succeeded, {{failed}} failed": "{{success}} 個成功，{{failed}} 個失敗",
+    "{{suspect}} suspected / {{valid}} conclusive rounds": "疑似 {{suspect}} / 有效 {{valid}} 轮",
+    "{{suspect}} suspected / {{valid}} measured rounds": "{{suspect}} suspected / {{valid}} measured rounds",
     "{{target}} test failed": "{{target}} 測試失敗",
     "{{target}} test succeeded": "{{target}} 測試成功",
     "{{total}} models · {{syncable}} syncable · {{skipped}} skipped this time": "共 {{total}} 個模型 · 可同步 {{syncable}} · 本次不處理 {{skipped}}",
@@ -115,13 +125,14 @@
     "{{value}}s": "{{value}} 秒",
     "@lobehub/icons key": "@lobehub/icons 鍵",
     "@lobehub/icons key name": "@lobehub/icons 鍵名",
+    "/api/token/routing-preview": "/api/token/routing-preview",
     "/status/": "/status/",
     "/your/endpoint": "/your/endpoint",
     "#1 App": "#1 套用程式",
     "#1 by usage": "使用量第一",
     "#1 Model": "#1 模型",
     "% off": "折",
-    "`, and `-nothinking` suffixes while routing to the correct Gemini variant.": "`, 及 `-nothinking` 後綴，同時路由到正確的 Gemini 變體。",
+    "`, `-nothinking`, and effort suffixes such as `-high` while routing to the correct Gemini variant. When off, model names are sent upstream unchanged.": "`、`-nothinking` 以及 `-high` 等推理強度後綴，同時路由到正確的 Gemini 變體。關閉後模型名原樣傳送給上游。",
     "© 2025 Your Company. All rights reserved.": "© 2025 您的公司。保留所有權利。",
     "+{{count}} more": "還有 {{count}} 項",
     "| Based on": "| 基於",
@@ -137,21 +148,31 @@
     "1 Month": "1 個月",
     "1 month ago": "1 個月前",
     "1 week ago": "1 週前",
+    "1 year": "1 年",
     "1 year ago": "1 年前",
     "1. Create an application in your Gotify server": "1. 在您的 Gotify 伺服器中建立一個套用程式",
+    "1. Select models users call": "1. 選擇使用者呼叫的模型",
+    "1. Select upstream models": "1. 選擇上游模型",
     "10 / page": "10 條/頁",
     "100 / page": "100 條/頁",
     "14 Days": "14 日",
+    "180 days": "180 天",
     "192.168.1.1&#10;10.0.0.0/8": "192.168.1.1&#10;10.0.0.0/8",
     "1M": "1 個月",
     "1M token": "1M token",
     "1W": "1 週",
     "2. Copy the application token": "2. 複製套用程式令牌",
+    "2. Set names users call": "2. 設定使用者呼叫的名稱",
+    "2. Set upstream model names": "2. 設定傳給上游的名稱",
     "20 / page": "20 條/頁",
     "24 Hours": "24 小時",
     "24 hours ago": "24 小時前",
     "29 Days": "29 日",
+    "2xx, 504 and 524 are always excluded.": "2xx、504、524 一律排除。",
+    "3 probes per channel.": "每個渠道每輪抽檢 3 次。",
     "3. Enter your Gotify server URL and token above": "3. 在上方輸入您的 Gotify 伺服器 URL 和令牌",
+    "3. Review mappings": "3. 確認對應結果",
+    "30 days": "30 天",
     "30 Days": "30 日",
     "30 days ago": "30 日前",
     "30d change": "30 天變化",
@@ -161,36 +182,25 @@
     "7 Days": "7 日",
     "7 days ago": "7 日前",
     "80,443,8080": "80,443,8080",
+    "90 days": "90 天",
     "A billing multiplier. Lower ratios mean lower API call costs.": "收費乘數，倍率越低，API 呼叫費用越低。",
+    "A channel test task is already running or queued. Cannot start this manual task": "已有渠道測試任務正在執行或等待中，無法啟動本次手動任務",
+    "a dashboard login session is required": "需要控制台登入工作階段",
     "A focused home for keys, balance, routing, and service health.": "集中展示金鑰、餘額、路由和服務健康狀態。",
     "A matching hash confirms the published file, not the safety of its code.": "校驗一致僅表示檔案與發布版本相符，不代表程式碼安全。",
+    "A model update task is already running or queued. Cannot start this manual task": "已有模型更新任務正在執行或等待中，無法啟動本次手動任務",
     "A Passkey created for www.example.com cannot be used on example.com. Keep the old website available so users can still verify there.": "為 www.example.com 建立的通行金鑰無法在 example.com 使用。請保留舊網站，讓使用者仍能在該網站驗證。",
+    "A repair task is already running. Please try again later": "已經有一個修復任務在執行中，請稍後再試",
     "A security operation is already in progress.": "已有安全操作正在進行。",
     "A selected model no longer exists. Reload the model list.": "所選模型已不存在，請重新載入模型清單。",
+    "A token can select at most {{max}} Auto groups": "每個令牌最多可選擇 {{max}} 個 Auto 分組",
+    "A token that never expires stays valid until you revoke it. Set an expiration date when possible.": "永不過期的令牌在撤銷前一直有效，建議設定過期時間。",
     "A vendor with this name already exists.": "此供應商名稱已存在。",
     "About": "關於",
-    "Group Status": "Group Status",
-    "Probe history": "Probe history",
-    "Endpoint probe": "Endpoint probe",
-    "Endpoint status": "Endpoint status",
-    "Auto-disabled": "Auto-disabled",
-    "Availability (24h)": "Availability (24h)",
-    "Monitoring status": "Monitoring status",
-    "Request cache hit rate": "Request cache hit rate",
-    "Token cache hit rate": "Token cache hit rate",
-    "Cache statistics: last 24 hours": "Cache statistics: last 24 hours",
-    "Every {{minutes}} minutes": "Every {{minutes}} minutes",
-    "No group monitors": "No group monitors",
-    "Status data is temporarily unavailable": "Status data is temporarily unavailable",
-    "Some services are unavailable": "Some services are unavailable",
-    "Some services are degraded": "Some services are degraded",
-    "History": "History",
-    "Now": "Now",
-    "Operational": "Operational",
-    "Degraded": "Degraded",
     "About {{days}} days left": "約剩 {{days}} 日",
     "About pricing currency": "關於定價貨幣",
     "Accept Unpriced Models": "接受未定價模型",
+    "Accept upstream certificates that fail validation, such as self-signed ones. Only enable for trusted internal upstreams.": "接受無法通過驗證的上游證書，例如自簽章證書。僅對可信的內網上游開啟。",
     "Accepts a JSON array of model identifiers that support the Imagine API.": "接受支援 Imagine API 的模型標識符的 JSON 陣列。",
     "Accepts comma-separated status codes and inclusive ranges.": "接受逗號分隔的狀態碼和包含性範圍。",
     "Access a vast selection of models via a standard, unified API protocol. Power AI applications, manage digital assets, and connect the Future.": "透過統一、標準的介面協定接入海量模型。承載 AI 套用，高效管理數位資產，連接未來。",
@@ -210,8 +220,13 @@
     "Access previous conversations and start new ones.": "存取之前的對話並開始新的對話。",
     "Access records": "存取記錄",
     "Access Token": "存取令牌",
+    "Access token expired": "存取令牌已過期",
+    "Access token expiry must be at least one hour from now.": "存取令牌的到期時間必須至少在一小時之後。",
+    "Access token name must be 1 to 64 characters.": "存取令牌名稱必須為 1 到 64 個字元。",
+    "access token not found": "找不到存取令牌",
     "Access token revoked": "存取權杖已撤銷",
-    "Access tokens are shown only once": "存取令牌僅顯示一次",
+    "Access tokens": "存取令牌",
+    "Access tokens cannot use this feature": "存取令牌不能使用此功能",
     "Access Zhipu models through the legacy API": "透過智譜舊版 API 接入模型服務",
     "Access Zhipu models through the V4 API": "透過智譜 V4 API 接入模型服務",
     "AccessKey / SecretAccessKey": "AccessKey / SecretAccessKey",
@@ -234,10 +249,13 @@
     "acknowledge the related legal risks": "確認相關法律風險",
     "Across all groups": "跨所有分組",
     "Action": "操作",
+    "Action {{action}}": "操作 {{action}}",
     "Action confirmation": "操作確認",
     "Actions": "操作",
     "Actions for {{name}}": "{{name}} 的操作",
     "Activate / Roll back": "激活 / 回滚",
+    "Activate now": "立即啟用",
+    "Activating...": "啟用中...",
     "active": "活躍",
     "Active": "生效",
     "Active apps": "活躍套用程式",
@@ -252,9 +270,10 @@
     "Actual Amount": "實付金額",
     "Actual Model": "實際模型",
     "Actual Model:": "實際模型：",
-    "Adapt `-thinking` suffix requests to Anthropic native thinking behavior while keeping billing predictable.": "將帶 `-thinking` 後綴的請求適配為 Anthropic 原生思考請求，並保持收費可預測。",
+    "Adapt `-thinking`, `-nothinking`, and effort suffixes such as `-high` to Anthropic native thinking behavior while keeping billing predictable. When off, model names are sent upstream unchanged.": "將帶 `-thinking`、`-nothinking` 以及 `-high` 等推理強度後綴的請求適配為 Anthropic 原生思考請求，並保持收費可預測。關閉後模型名原樣傳送給上游。",
     "Add": "新增",
     "Add \"{{value}}\"": "新增 \"{{value}}\"",
+    "Add {{added}} models and remove {{removed}} models": "新增 {{added}} 個模型，移除 {{removed}} 個模型",
     "Add {{count}} mapping(s)": "新增 {{count}} 筆映射",
     "Add {{title}}": "新增{{title}}",
     "Add a group identifier to the auto assignment list.": "將分組標識符加入自動分配清單。",
@@ -290,6 +309,7 @@
     "Add Group": "新增分組",
     "Add group rate limit": "新增組速率限制",
     "Add group rules": "新增分組規則",
+    "Add groups in the order they should be tried.": "依嘗試順序新增分組。",
     "Add management route": "新增管理路由",
     "Add Mapping": "新增映射",
     "Add metadata": "補充資料",
@@ -300,6 +320,7 @@
     "Add model": "新增模型",
     "Add Model": "新增模型",
     "Add model pricing": "新增模型定價",
+    "Add model rule": "添加模型规则",
     "Add Models": "新增模型",
     "Add new amount": "新增金額",
     "Add new redemption code(s) by providing necessary info.": "透過提供必要資訊新增兌換碼。",
@@ -316,6 +337,7 @@
     "Add route": "新增路由",
     "Add routes individually or replace them from a template.": "逐一新增路由，或使用範本取代現有路由。",
     "Add Row": "新增列",
+    "Add rule": "新增規則",
     "Add Rule": "新增規則",
     "Add rule group": "新增規則組",
     "Add rules for a user group": "為用戶分組新增規則",
@@ -324,6 +346,7 @@
     "Add split": "新增分流",
     "Add subscription": "新增訂閱",
     "Add suffix": "新增後綴",
+    "Add tag": "Add tag",
     "Add tags...": "新增標籤...",
     "Add template": "新增範本",
     "Add tier": "新增檔位",
@@ -338,6 +361,7 @@
     "Added": "新增",
     "Added {{count}} model(s)": "已新增 {{count}} 個模型",
     "Added {{count}} models from \"{{name}}\"": "已從「{{name}}」新增 {{count}} 個模型",
+    "Added models": "已新增模型",
     "Added once per request. Set to 0 for usage-only billing.": "每次請求額外收取一次；不收固定費用時填 0。",
     "Added successfully": "新增成功",
     "Added to the usage cost. Set to 0 for no additional charge.": "在用量費用基礎上加收的金額，不加收時填 0。",
@@ -356,6 +380,7 @@
     "Adjust response formatting, prompt behavior, proxy, and upstream automation.": "調整回應格式、提示詞行為、代理和上游自動化。",
     "Adjust the appearance and layout to suit your preferences.": "調整外觀和佈局以配合您的偏好。",
     "Adjust user quota": "調整使用者額度",
+    "Adjusted by the channel adaptor": "管道適配器計費調整",
     "Adjustment mode": "調整方式",
     "Admin": "管理員",
     "Admin access required": "需要管理員權限",
@@ -364,8 +389,12 @@
     "Admin notes (only visible to admins)": "管理員備註（僅管理員可見）",
     "Admin Only": "僅限管理員",
     "Admin Permissions": "管理員權限",
+    "Admin permissions updated": "已更新管理員權限",
     "Administer user accounts and roles.": "管理用戶用戶和角色。",
+    "Administration": "管理",
     "Administrator account": "管理員用戶",
+    "Administrator completed the order, amount added: {{quota}}, payment amount: {{amount}}": "管理員補單成功，儲值額度：{{quota}}，支付金額：{{amount}}",
+    "Administrator reset the quota of subscription plan {{plan_title}} (ID: {{plan_id}})": "管理員重設訂閱方案 {{plan_title}}（ID: {{plan_id}}）額度",
     "Administrator username": "管理員用戶名",
     "Advance next reset time": "推進下次重置時間",
     "Advanced": "進階",
@@ -381,7 +410,10 @@
     "Advanced text editing": "進階文字編輯",
     "Aesthetic style": "畫風",
     "Affected windows:": "影響窗口：",
+    "Affinity cache hit": "Affinity cache hit",
     "Affinity cache settings": "工作階段快取設定",
+    "Affinity candidate unavailable": "Affinity candidate unavailable",
+    "Affinity correlation": "Affinity correlation",
     "After clicking the button, you'll be asked to authorize the bot": "點擊按鈕後，您將被要求授權機器人",
     "After conversion": "轉換後",
     "After conversion, expression reservation and rounding rules apply. Effective unit prices are preserved; individual rounded charges may differ.": "轉換後採用計費運算式的預扣與捨入規則。保留目前生效單價，單筆捨入後的費用可能不同。",
@@ -458,6 +490,8 @@
     "Allow metadata sync": "允許資料同步",
     "Allow new users to register": "允許新用戶註冊",
     "Allow Private IPs": "允許私有 IP",
+    "Allow querying user quota": "允許查詢使用者額度",
+    "Allow recently degraded groups": "Allow recently degraded groups",
     "Allow registration with password": "允許使用密碼註冊",
     "Allow requests to private IP ranges (10.0.0.0/8, 172.16.0.0/12, 192.168.0.0/16)": "允許請求私有 IP 範圍 (10.0.0.0/8, 172.16.0.0/12, 192.168.0.0/16)",
     "Allow Retry": "允許重試",
@@ -469,6 +503,7 @@
     "Allow upstream callbacks": "允許上游Callback",
     "Allow users to check in daily for random quota rewards": "允許用戶每日簽到獲取隨機額度獎勵",
     "Allow users to enter promo codes": "允許用戶輸入促銷代碼",
+    "Allow users to export logs": "允許使用者匯出日誌",
     "Allow users to log in with password": "允許用戶使用密碼登入",
     "Allow users to register and sign in with Passkey (WebAuthn)": "允許用戶使用通行金鑰 (WebAuthn) 註冊和登入",
     "Allow users to sign in with Discord": "允許用戶使用 Discord 登入",
@@ -486,6 +521,7 @@
     "Allowed Passkey websites": "允許使用通行密鑰的網站",
     "Allowed Ports": "允許的端口",
     "Allows selected fields to be overwritten after a sync preview. No automatic synchronization.": "允許在預覽確認後覆寫所選欄位，不會自動同步。",
+    "Already checked in today": "今日已簽到",
     "Already have an account?": "已有用戶？",
     "Also remove custom pricing": "同時移除自訂定價",
     "Also remove from all channels": "同時從所有渠道移除",
@@ -508,6 +544,13 @@
     "An unknown error occurred": "發生未知錯誤",
     "Analyze data": "分析數據",
     "and": "和",
+    "Announcement #{{index}} content cannot exceed 500 characters": "第 {{index}} 個公告的內容長度不能超過 500 字元",
+    "Announcement #{{index}} has an invalid publish date format": "第 {{index}} 個公告的發布日期格式錯誤",
+    "Announcement #{{index}} has an invalid type value": "第 {{index}} 個公告的類型值不合法",
+    "Announcement #{{index}} is missing the content field": "第 {{index}} 個公告缺少內容欄位",
+    "Announcement #{{index}} is missing the publish date field": "第 {{index}} 個公告缺少發布日期欄位",
+    "Announcement #{{index}} note cannot exceed 100 characters": "第 {{index}} 個公告的說明長度不能超過 100 字元",
+    "Announcement #{{index}} publish date cannot be empty": "第 {{index}} 個公告的發布日期不能為空",
     "Announcement added. Click \"Save Settings\" to apply.": "公告已新增。點擊「儲存設定」以套用。",
     "Announcement content": "公告內容",
     "Announcement deleted. Click \"Save Settings\" to apply.": "公告已刪除。點擊「儲存設定」以套用。",
@@ -515,11 +558,14 @@
     "Announcement displayed to users (supports Markdown & HTML)": "向用戶顯示的公告（支援 Markdown 和 HTML）",
     "Announcement updated. Click \"Save Settings\" to apply.": "公告已更新。點擊「儲存設定」以套用。",
     "Announcements": "公告",
+    "Announcements cannot exceed 100 entries": "系統公告數量不能超過 100 個",
     "Announcements saved successfully": "公告儲存成功",
+    "Another log export is running. Try again after it finishes.": "已有一個日誌匯出正在進行，請等它完成後再試。",
     "Answer": "答案",
     "Answers for common access and billing questions": "存取與收費常見問題解答",
     "Anthropic": "Anthropic",
     "Anthropic Messages to OpenAI Chat": "Anthropic Messages 到 OpenAI Chat",
+    "Anthropic Messages to OpenAI Responses": "Anthropic Messages 到 OpenAI Responses",
     "Any condition": "任一符合",
     "Any Match (OR)": "任一滿足（OR）",
     "Anyone can publish an index. A plugin installed from a third-party source has the same access as one you upload by hand: review its source before installing.": "任何人都可以發布索引。從第三方來源安裝的外掛與你手動上傳的外掛擁有完全相同的權限，請在安裝前審查其原始碼。",
@@ -532,7 +578,19 @@
     "API Base URL *": "API 基礎 URL *",
     "API Endpoints": "API 端點",
     "API Info": "API 資訊",
+    "API info #{{index}} contains disallowed content": "第 {{index}} 個 API 資訊包含不允許的內容",
+    "API info #{{index}} description cannot exceed 200 characters": "第 {{index}} 個 API 資訊的說明長度不能超過 200 字元",
+    "API info #{{index}} has a URL that cannot be parsed: {{error}}": "第 {{index}} 個 API 資訊的 URL 無法解析：{{error}}",
+    "API info #{{index}} has an invalid color value": "第 {{index}} 個 API 資訊的顏色值不合法",
+    "API info #{{index}} has an invalid URL format": "第 {{index}} 個 API 資訊的 URL 格式不正確",
+    "API info #{{index}} is missing the color field": "第 {{index}} 個 API 資訊缺少顏色欄位",
+    "API info #{{index}} is missing the description field": "第 {{index}} 個 API 資訊缺少說明欄位",
+    "API info #{{index}} is missing the route description field": "第 {{index}} 個 API 資訊缺少線路描述欄位",
+    "API info #{{index}} is missing the URL field": "第 {{index}} 個 API 資訊缺少 URL 欄位",
+    "API info #{{index}} route description cannot exceed 100 characters": "第 {{index}} 個 API 資訊的線路描述長度不能超過 100 字元",
+    "API info #{{index}} URL cannot exceed 500 characters": "第 {{index}} 個 API 資訊的 URL 長度不能超過 500 字元",
     "API info added. Click \"Save Settings\" to apply.": "API 資訊已新增。點擊「儲存設定」以套用。",
+    "API info cannot exceed 50 entries": "API 資訊數量不能超過 50 個",
     "API info deleted. Click \"Save Settings\" to apply.": "API 資訊已刪除。點擊「儲存設定」以套用。",
     "API info saved successfully": "API 資訊儲存成功",
     "API info updated. Click \"Save Settings\" to apply.": "API 資訊已更新。點擊「儲存設定」以套用。",
@@ -553,6 +611,7 @@
     "API Key mode: use APIKey|Region": "API Key 模式：使用 APIKey|Region",
     "API Key Quota": "權杖額度",
     "API Key updated successfully": "API 金鑰更新成功",
+    "API keys": "API 金鑰",
     "API Keys": "API 金鑰",
     "API Private Key": "API 私鑰",
     "API Requests": "API 請求",
@@ -599,6 +658,7 @@
     "Apply Overwrite": "套用覆蓋",
     "Apply plan": "套用方案",
     "Apply reset": "執行重置",
+    "Apply selected changes": "確認套用所選變更",
     "Apply Sync": "套用同步",
     "Apply to all rows": "套用至所有列",
     "Apply to draft": "套用至草稿",
@@ -633,10 +693,18 @@
     "Array of chat client presets. Each item is an object with one key-value pair: client name and its URL.": "聊天用戶端預設陣列。每個項目都是一個物件，包含一個鍵值對：用戶端名稱及其 URL。",
     "Artifacts": "製品",
     "Asc": "升序",
+    "Ascending": "升冪",
     "Ask anything": "隨便問",
     "Assign models from the model list to see them here.": "在模型清單中設定供應商歸屬後，模型將顯示於此處。",
     "Assigned by administrator only": "僅管理員分配",
     "Assigned by administrators and used to represent a user level, such as default or vip.": "由管理員分配，用於表示用戶等級，例如 default 或 vip。",
+    "Astra · {{hours}}h": "Astra · {{hours}}h",
+    "Astra auto-switch and charges": "Astra auto-switch and charges",
+    "Astra auto-switch is now controlled by each API key. This legacy channel setting no longer affects requests.": "Astra auto-switch is now controlled by each API key. This legacy channel setting no longer affects requests.",
+    "Astra fingerprint sampling": "Astra 指纹抽检",
+    "Astra model detection": "Astra model detection",
+    "Astra preferred group": "Astra 優先分組",
+    "Astra sampling is disabled": "Astra 自动抽检已关闭",
     "Async": "異步",
     "Async task polling": "異步任務輪詢",
     "Async Task Public Address": "非同步任務對外地址",
@@ -645,6 +713,8 @@
     "At least one valid key source is required": "至少需要一個有效的金鑰來源",
     "Attach": "附加",
     "Attempt": "嘗試",
+    "Attempt history unavailable": "尝试明细暂不可用",
+    "Attempt status": "尝试状态",
     "Audio": "音頻",
     "Audio and Realtime pricing must be converted manually.": "音訊及 Realtime 定價需手動轉換。",
     "Audio and text-only requests keep their respective pricing.": "音訊請求和純文字請求分別沿用原計費規則。",
@@ -653,6 +723,7 @@
     "Audio In": "音頻輸入",
     "Audio input": "音頻輸入",
     "Audio Input": "語音輸入",
+    "Audio input cost {{quota}}": "音訊輸入花費 {{quota}}",
     "Audio input price": "音頻輸入價格",
     "Audio Input Price": "音頻輸入價格",
     "Audio Out": "音頻輸出",
@@ -697,9 +768,11 @@
     "Auto Ban": "自動封鎖",
     "Auto detect (default)": "自動偵測（預設）",
     "Auto Disabled": "自動停用",
+    "Auto group {{group}} is duplicated": "Auto 分組 {{group}} 重複",
+    "Auto group {{group}} is unavailable or unauthorized": "Auto 分組 {{group}} 不可用或無權存取",
     "Auto group behavior": "自動分組行為",
     "Auto Group Chain": "自動分組鏈",
-    "Auto group order": "Auto 分組順序",
+    "Auto group order": "自動分組順序",
     "Auto groups must not contain duplicates": "Auto 分組不得重複",
     "Auto negotiates HTTP/2 when available. HTTP/1.1 forces multiple keep-alive connections under concurrency.": "自動在可用時協商 HTTP/2。HTTP/1.1 會在並發時使用多條保持連線的連線。",
     "Auto refresh": "自動重新整理",
@@ -712,13 +785,25 @@
     "Auto-disable status codes": "自動停用狀態碼",
     "Auto-disable-enabled channels only": "僅測試已啟用自動停用的渠道",
     "Auto-disable-enabled mode probes non-manually-disabled channels with auto-disable enabled.": "此模式僅探測已啟用自動停用且未被手動停用的渠道。",
+    "Auto-disabled": "Auto-disabled",
     "Auto-discover": "自動發現",
     "Auto-discovers endpoints from the provider": "自動從供應商發現端點",
     "Auto-fill when one field exists and another is missing": "在一個欄位有值、另一個缺失時自動補齊",
     "Auto-refreshing every {{seconds}}s": "每 {{seconds}} 秒自動重新整理",
     "Auto-retry status codes": "自動重試狀態碼",
+    "Auto-switch on Astra model mismatch": "Auto-switch on Astra model mismatch",
+    "Auto-switch on group degradation": "分組降智時自動切換",
+    "Automatic detection": "自动检测",
+    "Automatic detection: 15–60 minutes, adjusted when results change.": "自動檢測：15–60 分鐘，隨狀態變化調整。",
     "Automatic from system website address": "從系統網站位址自動取得",
+    "Automatic group settings": "Automatic group settings",
+    "Automatic grouping": "Automatic grouping",
+    "Automatic sampling paused": "自动抽检已暂停",
     "Automatic selection": "自動選擇",
+    "Automatic tag uses the latest valid Astra fingerprint or pelican result within 6 hours. Hiding it does not change routing or detection.": "Automatic tag uses the latest valid Astra fingerprint or pelican result within 6 hours. Hiding it does not change routing or detection.",
+    "Automatic tag uses the latest valid Astra fingerprint or vision result within 6 hours. Hiding it does not change routing or detection.": "Automatic tag uses the latest valid Astra fingerprint or vision result within 6 hours. Hiding it does not change routing or detection.",
+    "Automatic test every 45 minutes.": "每 45 分钟自动检测一次。",
+    "Automatically choose from all groups you can access that support the requested model.": "Automatically choose from all groups you can access that support the requested model.",
     "Automatically disable channel on repeated failures": "重複失敗時自動停用渠道",
     "Automatically disable channels exceeding this response time": "自動停用超出此回應時間的渠道",
     "Automatically disable channels when tests fail": "當測試失敗時自動停用渠道",
@@ -726,16 +811,22 @@
     "Automatically replaces upstream callback URLs with the server address.": "自動將上游Callback URL 替換為伺服器地址。",
     "Automatically selects the best available group with circuit breaker mechanism": "自動選擇可用分組，失敗時觸發熔斷切換",
     "Automatically sync model list when upstream changes are detected": "偵測到上游模型變更時自動同步模型清單",
+    "Availability · {{hours}}h": "Availability · {{hours}}h",
+    "Availability (24h)": "Availability (24h)",
     "Availability (last 24h)": "可用率（最近 24 小時）",
+    "Availability check · every {{minutes}} minutes": "Availability check · every {{minutes}} minutes",
+    "Availability history": "Availability history",
     "Available": "可用",
     "Available Balance": "可用餘額",
     "Available channels: {{count}}": "可用渠道 {{count}}",
     "Available credits are ordered by soonest expiration.": "可用次數按最早到期排序。",
     "Available disk space": "可用磁碟空間",
+    "Available models": "可用模型",
     "Available Models": "可用模型",
     "Available reset credits": "可用重置次數",
     "Available Rewards": "可用獎勵",
     "Available variables: {{provider}}, {{field}}, {{op}}, {{required}}, {{current}}, and paths such as {{current.roles}}.": "可用變數：{{provider}}、{{field}}、{{op}}、{{required}}、{{current}}，以及 {{current.roles}} 等路徑變數。",
+    "Average charged / 1M tokens": "Average charged / 1M tokens",
     "Average latency": "平均延遲",
     "Average latency, TTFT, and success rate by group": "各分組的平均延遲、首 Token 延遲和成功率",
     "Average latency, TTFT, TPS, and success rate": "平均延遲、TTFT、TPS 和成功率",
@@ -746,6 +837,7 @@
     "Average TTFT": "平均首 Token 延遲",
     "Awake engines": "已喚醒引擎數",
     "AWS": "AWS",
+    "AWS API": "AWS 介面",
     "AWS Bedrock Claude Compat": "AWS Bedrock Claude 兼容模板",
     "AWS Key Format": "AWS 金鑰格式",
     "Azure": "Azure",
@@ -767,7 +859,6 @@
     "Backup codes remaining: {{count}}": "剩餘備用代碼：{{count}}",
     "Backup group": "備用分組",
     "Backup groups": "備用分組池",
-    "No backup group": "不使用備用分組",
     "Bad Request": "參數錯誤",
     "Badge Color": "徽章顏色",
     "Baidu": "百度",
@@ -784,10 +875,12 @@
     "Balance updated: {{balance}}": "餘額已更新：{{balance}}",
     "Bar Chart": "柱狀圖",
     "Bark Push URL": "Bark 推送 URL",
+    "Bark push URL cannot be empty": "Bark 推送 URL 不能為空",
     "Base": "基礎",
     "Base address provided by your Epay service": "您的 Epay 服務提供的基礎地址",
     "Base amount. Actual deduction = base amount × system group rate.": "基礎金額，實際扣費 = 基礎金額 × 系統分組倍率。",
     "Base charge": "基礎費用",
+    "Base group ratios apply until you add an override.": "未設定覆寫規則時，使用分組基礎倍率。",
     "Base input and output token prices for this tier.": "此階梯的基礎輸入和輸出 token 價格。",
     "Base input price only": "僅基礎輸入價格",
     "Base Limits": "基礎額度",
@@ -831,6 +924,7 @@
     "Batch updated channel status ({{count}}/{{total}} changed)": "批次更新渠道狀態（{{count}}/{{total}} 個已變更）",
     "Batch upstream model update": "上游模型大量更新",
     "Batch upstream model updates applied: {{channels}} channels, {{added}} added, {{removed}} removed, {{fails}} failed": "已大量處理上游模型更新：渠道 {{channels}} 個，加入 {{added}} 個，刪除 {{removed}} 個，失敗 {{fails}} 個",
+    "Batch-adding Vertex AI keys requires a JSON array, for example {{example}}. Check the input: {{error}}": "批次新增 Vertex AI 必須使用標準的 JSON 陣列格式，例如 {{example}}，請檢查輸入：{{error}}",
     "Before conversion": "轉換前",
     "Best for single-tenant deployments. Pricing and billing options stay hidden.": "適合單用戶部署。定價和收費選項將被隱藏。",
     "Best TTFT": "最優 TTFT",
@@ -840,18 +934,23 @@
     "Billable token breakdown": "計價 Token 明細",
     "Billed as default. No cell for this combination, so the base ratio of default applies — the 0.8 of vip plays no part.": "按 default 收費。矩陣中沒有這個組合的格子，因此用 default 的基礎倍率——vip 自己的 0.8 不參與。",
     "Billed as premium. The highlighted cell matches, so the override 0.3 applies.": "按 premium 收費。命中高亮的格子，因此使用覆蓋倍率 0.3。",
+    "Billed per request": "按次計費",
     "Billing": "收費",
     "Billing & Payment": "收費與支付",
     "Billing currency": "收費貨幣",
     "Billing Details": "收費詳情",
     "Billing expression": "計費運算式",
+    "Billing expressions must be a JSON object mapping models to expressions: {{error}}": "計費運算式設定必須是模型到運算式的 JSON 物件：{{error}}",
     "Billing group": "收費分組",
     "Billing group = default (the token has a group, so use it)": "收費分組 = default（令牌設定了分組，就用令牌的）",
     "Billing group = premium (the token has a group, so use it)": "收費分組 = premium（令牌設定了分組，就用令牌的）",
     "Billing group = vip (the token has no group, so use the user group)": "收費分組 = vip（令牌沒設定分組，就用用戶自己的分組）",
+    "Billing group ratio": "计费分组倍率",
     "Billing History": "收費歷史",
+    "Billing management": "儲值與訂閱管理",
     "Billing Mode": "收費模式",
     "Billing parameters": "計費參數",
+    "Billing parameters: {{params}}": "計算參數：{{params}}",
     "Billing Path": "收費路徑",
     "Billing Process": "收費過程",
     "Billing rule: each call is billed as the token group (falling back to the user group when the token has none). The base ratio always comes from that billing group, not from the user group. To give a user group a special price on another billing group, add an entry in the override matrix.": "收費規則：每次呼叫按令牌分組收費（令牌未設定分組時回退到用戶分組）。基礎倍率始終取該收費分組的倍率，而不是用戶分組的倍率。若要讓某用戶分組在使用其他收費分組時享受特殊價格，請在覆蓋矩陣中添加條目。",
@@ -866,6 +965,7 @@
     "Bind WeChat": "綁定微信",
     "Bind WeChat Account": "連結微信用戶",
     "Binding Information": "連結資訊",
+    "Binding successful": "綁定成功",
     "Binding successful!": "連結成功！",
     "Binding Type": "綁定類型",
     "Binding your {{provider}} account": "正在連結您的 {{provider}} 賬號",
@@ -880,6 +980,7 @@
     "Blocked keywords": "已阻止的關鍵詞",
     "Blocks messages when sensitive keywords are detected.": "偵測到敏感關鍵詞時阻止訊息。",
     "Body param": "請求體參數",
+    "Bonus for inviting a user {{quota}}": "邀請使用者贈送 {{quota}}",
     "Boolean": "布林",
     "Border radius": "圓角",
     "Bot Name": "機械人名稱",
@@ -933,6 +1034,7 @@
     "Cache Read": "緩存讀取",
     "Cache read price": "緩存讀取價格",
     "Cache repeated prompt prefixes for cheaper, faster reuse": "緩存重複的提示詞前綴，複用更快、更省錢",
+    "Cache statistics: last 24 hours": "Cache statistics: last 24 hours",
     "Cache write": "緩存寫入",
     "Cache Write": "緩存寫入",
     "Cache Write (1h)": "緩存寫入 (1h)",
@@ -943,6 +1045,7 @@
     "Cached tokens": "快取權杖",
     "Calculated price: ${{price}} per 1M tokens": "計算價格：${{price}} / 1M tokens",
     "Calculated ratio: {{ratio}}": "計算倍率：{{ratio}}",
+    "Calculating priority...": "正在計算優先級…",
     "Calculating...": "計算中...",
     "Call 1: the token group is premium": "呼叫 ①：令牌分組是 premium",
     "Call 2: the token group is default": "呼叫 ②：令牌分組是 default",
@@ -955,10 +1058,24 @@
     "Callback Caller IP": "Callback調用者 IP",
     "Callback notification URL": "Callback通知地址",
     "Callback Payment Method": "Callback支付方式",
+    "Callback URL configuration error": "回調位址設定錯誤",
     "Callback URL format": "回呼 URL 格式",
     "Cancel": "取消",
     "Cancelled": "已取消",
     "Cancelled at": "作廢於",
+    "Candidate channels": "Candidate channels",
+    "Candidate list truncated; at most 100 candidates are stored per attempt.": "Candidate list truncated; at most 100 candidates are stored per attempt.",
+    "Candy question · one request per channel. Only an answer of 21 passes.": "每个渠道每轮请求 1 次，仅答案为 21 时通过。",
+    "Candy test": "糖果题测试",
+    "Cannot create users with permission level equal to or higher than yourself": "無法建立權限大於或等於自己的使用者",
+    "Cannot delete super administrator account": "不能刪除超級管理員帳號",
+    "Cannot delete the last key": "無法刪除最後一個金鑰",
+    "Cannot demote super administrator user": "無法降級超級管理員使用者",
+    "Cannot disable super administrator user": "無法停用超級管理員使用者",
+    "Cannot enable {{provider}}. Enter the {{provider}} Client ID and Client Secret first.": "無法啟用 {{provider}}，請先填入 {{provider}} 的 Client ID 和 Client Secret！",
+    "Cannot enable the email domain restriction. Enter the allowed email domains first.": "無法啟用信箱網域限制，請先填入限制的信箱網域！",
+    "Cannot enable Turnstile verification. Enter the Turnstile settings first.": "無法啟用 Turnstile 驗證，請先填入 Turnstile 驗證相關設定資訊！",
+    "Cannot enable WeChat login. Enter the WeChat login settings first.": "無法啟用微信登入，請先填入微信登入相關設定資訊！",
     "Capabilities": "能力",
     "Caps the response length": "限制回覆長度",
     "Capture a reusable bundle of models, tags, or endpoints.": "捕捉可重用的模型、標籤或端點捆綁包。",
@@ -980,16 +1097,21 @@
     "Change model vendor": "調整模型供應商",
     "Change Password": "更改密碼",
     "Change provider": "更換供應商",
+    "Change system settings and custom OAuth providers, and sync prices.": "修改系統設定和自訂 OAuth 提供者，並同步價格。",
     "Change the Passkey domain?": "變更通行金鑰網域？",
     "Change To": "更改為",
+    "Change upstream model names": "修改傳給上游的模型名稱",
     "Change vendor": "設定供應商",
+    "Change your display name and personal settings.": "修改顯示名稱和個人設定。",
     "Changed": "變更",
     "Changed / Total": "已變更 / 總數",
+    "Changed access token permissions": "已修改存取令牌權限",
     "Changed Fields": "變更欄位",
     "Changed fields: {{fields}}": "修改欄位：{{fields}}",
     "Changelog": "更新日誌",
     "Changes are written to the settings draft on save.": "儲存後會寫入設定草稿。",
     "Changes declared endpoint types and custom paths shown to users.": "會修改向使用者顯示的端點類型及自訂路徑。",
+    "Changes save on drop. You can undo the last move.": "放開後自動儲存，可復原上一次調整。",
     "Changes visibility in the model catalog. Channels remain configured separately.": "會修改模型在目錄中的可見性，渠道仍需獨立設定。",
     "Changes visibility in the model square. Channel status and existing API access are unchanged.": "調整模型在模型廣場中的顯示，不影響管道啟用狀態與既有呼叫權限。",
     "Changes which model names inherit this metadata. Prices are not inherited.": "會修改哪些模型名稱繼承此中繼資料，不會繼承價格。",
@@ -999,6 +1121,7 @@
     "Channel {{name}} model {{model}}": "渠道 {{name}} 模型 {{model}}",
     "Channel Affinity": "渠道親和性",
     "Channel affinity reuses the last successful channel based on keys extracted from the request context or JSON body.": "渠道親和性會基於從請求上下文或 JSON Body 提取的 Key，優先複用上一次成功的渠道。",
+    "Channel affinity settings are not initialized": "渠道親和性設定未初始化",
     "Channel Affinity: Upstream Cache Hit": "渠道親和性：上游緩存命中",
     "Channel availability and group access are derived from enabled channels. Importing metadata does not create a callable channel.": "渠道可用性及分組權限由已啟用的渠道決定。匯入資料不會建立可呼叫的渠道。",
     "Channel configuration": "通道設定",
@@ -1007,8 +1130,11 @@
     "Channel created successfully": "渠道建立成功",
     "Channel deleted successfully": "渠道刪除成功",
     "Channel disable requested": "已要求停用通道",
+    "Channel disabled": "Channel disabled",
     "Channel disabled successfully": "渠道停用成功",
+    "Channel does not exist": "渠道不存在",
     "Channel enabled successfully": "渠道啟用成功",
+    "Channel error": "通道錯誤",
     "Channel Extra Settings": "渠道額外設定",
     "Channel health": "渠道健康",
     "Channel health checks": "渠道健康檢查",
@@ -1020,6 +1146,11 @@
     "Channel Management": "渠道管理",
     "Channel models": "渠道模型",
     "Channel name is required": "渠道名稱是必填的",
+    "Channel no longer exists": "Channel no longer exists",
+    "Channel notifications": "渠道通知",
+    "Channel priorities changed. Refresh and try again.": "通道優先級已變更，請重新整理後再試。",
+    "Channel priorities saved": "通道優先級已儲存",
+    "Channel priority is outside the sortable range": "通道優先級超出可排序範圍",
     "Channel selected": "選擇通道",
     "Channel selection": "通道選擇",
     "Channel switching options": "渠道切換子選項",
@@ -1043,6 +1174,8 @@
     "Channels must also enable Auto Ban before automatic disabling can take effect.": "各渠道還需開啟「自動停用」，全域停用規則才會對其生效。",
     "Character chat, storytelling, persona": "角色對話、劇情創作、人設扮演",
     "Charge.": "扣費。",
+    "Charged": "实际扣费",
+    "Charged by actual usage. Unused reservation is refunded; classification failures may still incur generation costs.": "按实际用量收费，未使用的预留额度会退回；分类失败仍可能产生模型生成费用。",
     "Chart Preferences": "圖表偏好設定",
     "Chart Settings": "圖表設定",
     "Chat": "聊天",
@@ -1067,14 +1200,19 @@
     "Check resolved IPs against IP filters even when accessing by domain": "即使透過網域名稱存取，也對照 IP 過濾器檢查解析的 IP",
     "Check the override matrix at row = user group, column = billing group. If that cell is set, use it. Otherwise use the billing group base ratio from the pricing table.": "查覆蓋矩陣中「行 = 用戶分組、列 = 收費分組」的單元格。若已設定則使用該值，否則使用定價分組表中收費分組的基礎倍率。",
     "Check-in failed": "簽到失敗",
+    "Check-in failed, please try again later": "簽到失敗，請稍後重試",
+    "Check-in failed: quota update error": "簽到失敗：更新額度出錯",
+    "Check-in feature is not enabled": "簽到功能未啟用",
     "Check-in Rewards": "簽到獎勵",
     "Check-in Settings": "簽到設定",
+    "Check-in successful": "簽到成功",
     "Check-in successful! Received": "簽到成功！獲得",
     "Checked in": "已簽到",
     "Checking connection": "檢查連接",
     "Checking file integrity...": "正在校驗檔案…",
     "Checking name...": "正在檢查名稱...",
     "Checking updates...": "檢查更新中...",
+    "Checking upstream models. Channel models will only change after confirmation.": "正在檢查上游模型，確認後才會修改渠道模型。",
     "checkout.session.completed": "checkout.session.completed",
     "checkout.session.expired": "checkout.session.expired",
     "Checks hourly while you are online, including pre-releases.": "連線時每小時檢查一次，包含預先發行版本。",
@@ -1082,17 +1220,21 @@
     "Chinese": "中文",
     "Choose a complete upstream protocol plan or edit individual route groups.": "選擇完整的上游協議方案，或逐組編輯路由。",
     "Choose a provider or plugin to configure your channel.": "選擇供應商或外掛，開始設定通道。",
+    "Choose a time at least one hour from now": "請選擇至少一小時之後的時間",
+    "Choose a time range of up to {{days}} days. The other filters on this page also apply.": "選擇要匯出的時間範圍，最長 {{days}} 天。頁面上的其他篩選條件同樣生效。",
     "Choose a username": "選擇一個用戶名",
     "Choose a valid IANA timezone.": "請選擇有效的 IANA 時區。",
     "Choose an amount and payment method": "選擇金額和支付方式",
     "Choose and order the groups this API key will try after its own group.": "選擇此 API 金鑰在其自身分組之後要依序嘗試的分組並排序。",
     "Choose and order the groups this API key will try.": "選擇此 API 金鑰要依序嘗試的分組並排序。",
     "Choose another file": "重新選擇檔案",
+    "Choose automatically: low cost, fast response or stability": "Choose automatically: low cost, fast response or stability",
     "Choose between default expanded, compact icon-only, or full layout mode": "選擇預設展開、緊湊圖標模式或完整佈局模式",
     "Choose between inset, floating, or standard sidebar layout": "選擇嵌入式、浮動式或標準側邊欄佈局",
     "Choose between left-to-right or right-to-left site direction": "選擇從左到右或從右到左的站點方向",
     "Choose between system preference, light mode, or dark mode": "選擇系統偏好、淺色模式或深色模式",
     "Choose channels to sync upstream ratio configurations from": "選擇要同步上游比例設定的渠道",
+    "Choose distinct groups and finite, non-negative multipliers.": "Choose distinct groups and finite, non-negative multipliers.",
     "Choose file": "選擇檔案",
     "Choose Group": "選擇分組",
     "Choose how flow widths are calculated.": "選擇分流圖連線寬度的計算方式。",
@@ -1107,6 +1249,8 @@
     "Choose the domain used when this Passkey was created, then try again.": "請選擇建立此通行金鑰時使用的網域，然後重試。",
     "Choose where to fetch upstream metadata.": "選擇從何處獲取上游元數據。",
     "Choose which charts are selected by default when opening model analytics.": "選擇打開模型呼叫分析時預設選中的圖表。",
+    "Ciallo check · passes when the response contains Ciallo.": "回复包含 Ciallo 即通过。",
+    "Ciallo test": "Ciallo 检测",
     "Clamped to": "限制為",
     "Claude": "Claude",
     "Claude CLI Header Passthrough": "Claude CLI 請求頭透傳",
@@ -1130,6 +1274,7 @@
     "Clear cache for this rule": "清空該規則緩存",
     "Clear chat history": "清空聊天歷史",
     "Clear chat history?": "清空聊天歷史？",
+    "Clear field selection": "取消全選",
     "Clear filters": "清除篩選器",
     "Clear Mapping": "清除映射",
     "Clear mode flags in prompts": "在提示中清除模式標誌",
@@ -1178,6 +1323,7 @@
     "Close panel": "關閉面板",
     "Close the panel to edit here": "關閉面板並在此編輯",
     "Close Today": "今日關閉",
+    "Closest fingerprint": "最相近指纹",
     "Cloudflare": "Cloudflare",
     "CNY": "元",
     "CNY per USD": "人民幣兌美元匯率",
@@ -1199,6 +1345,7 @@
     "Collapse All": "全部收起",
     "Collapse panel": "收合面板",
     "Collect relay latency and success-rate metrics for the model square.": "收集 Relay 延遲和成功率指標，用於模型廣場展示。",
+    "Collecting usage": "采集中",
     "Color": "顏色",
     "Color is required": "顏色為必填項",
     "Color preset": "顏色預設",
@@ -1225,6 +1372,7 @@
     "Compare each vendor's token share since launch": "對比自上線以來各廠商的 Token 份額",
     "Compare prices and choose a source for each model.": "比較價格，按模型選擇來源。",
     "Compare the most popular models on the platform": "對比平台上最受歡迎的模型",
+    "Compare the returned model with Astra and record the result. Detection alone does not reject responses. When disabled, response model checks and switching on model mismatch are off.": "Compare the returned model with Astra and record the result. Detection alone does not reject responses. When disabled, response model checks and switching on model mismatch are off.",
     "Comparison operator": "比較運算子",
     "compatible API routes": "兼容 API 路由",
     "Compatible API routes for common AI application workflows": "兼容常見 AI 套用工作流的 API 路由",
@@ -1235,6 +1383,7 @@
     "Complete sign-in": "完成登入",
     "Complete the invalid fields before saving or switching modes. The last valid expression is preserved.": "請先修正無效欄位，再儲存或切換模式。上次有效的運算式已保留。",
     "Complete these steps to finish the initial installation.": "完成這些步驟以完成初始安裝。",
+    "Complete top-up orders and manage subscription plans and user subscriptions.": "完成儲值訂單，並管理訂閱套餐和用戶訂閱。",
     "Completed": "已完成",
     "Completed security verification": "已完成安全驗證",
     "Completed top-up order for the user": "為用戶完成補單",
@@ -1242,9 +1391,11 @@
     "Completion price": "補全價格",
     "Completion price ($/1M tokens)": "完成價格（美元/百萬令牌）",
     "Completion ratio": "補全倍率",
+    "Compliance confirmation fields cannot be changed through the general settings API": "合規確認欄位不允許透過通用設定介面修改",
     "Compliance confirmation required": "需要確認合規條款",
     "Compliance confirmed": "合規已確認",
     "Compliance confirmed successfully": "合規確認成功",
+    "Composition failed": "構圖失敗",
     "Concatenate channel system prompt with user&apos;s prompt": "將渠道系統提示與用戶的提示連接起來",
     "Condition {{path}}": "條件 {{path}}",
     "Condition actions {{path}}": "條件 {{path}} 操作",
@@ -1267,6 +1418,7 @@
     "Configuration required": "需要設定",
     "Configure": "設定",
     "Configure a Creem product for user recharge options.": "為用戶儲值選項設定 Creem 產品。",
+    "Configure a custom ratio for \"{{userGroup}}\" users when using a specific token group.": "為「{{userGroup}}」使用者使用指定權杖分組時設定自訂倍率。",
     "Configure a custom ratio for when users use a specific token group.": "設定用戶使用特定令牌分組時的自訂倍率。",
     "Configure a group that users can select when creating API keys.": "設定用戶在建立 API 金鑰時可以選擇的分組。",
     "Configure a new custom OAuth provider for user authentication.": "設定新的自訂 OAuth 供應商用於用戶認證。",
@@ -1305,7 +1457,9 @@
     "Configured routes and latency checks": "已設定路由和延遲檢測",
     "Confirm": "確認",
     "Confirm Action": "確認操作",
+    "Confirm and detect": "确认并检测",
     "Confirm and enable": "確認並啟用",
+    "Confirm and sample": "确认并开始抽检",
     "Confirm Batch Update": "確認大量更新",
     "Confirm Billing Conflicts": "確認賬單衝突",
     "Confirm both your current and new email addresses to finish this change.": "請確認目前信箱和新信箱，完成此次變更。",
@@ -1325,9 +1479,12 @@
     "Confirm invalidate": "確認作廢",
     "Confirm log cleanup": "確認日誌清理",
     "Confirm log file cleanup?": "確認清理日誌檔案？",
+    "Confirm model changes": "確認模型變更",
     "Confirm New Password": "確認新密碼",
+    "Confirm paid detection": "确认付费检测",
     "Confirm password": "確認密碼",
     "Confirm Payment": "確認付款",
+    "Confirm reset": "确认重置",
     "Confirm Selection": "確認選擇",
     "Confirm settings and finish setup": "確認設定並完成安裝",
     "confirm that I bear legal responsibility arising from deployment": "確認承擔因部署",
@@ -1336,7 +1493,11 @@
     "Confirm Unbind": "確認解綁",
     "Confirm usage reset": "確認重置用量",
     "Confirm your identity before accessing this sensitive action.": "執行此敏感操作前，請先驗證身分。",
+    "Confirm your identity before changing the account {{username}}.": "修改帳號 {{username}} 前，請先驗證身分。",
+    "Confirm your identity before creating an administrator account.": "建立管理員帳號前，請先驗證身分。",
+    "Confirm your identity before permanently deleting the account {{username}}.": "永久刪除帳號 {{username}} 前，請先驗證身分。",
     "Confirm your identity before removing this Passkey from your account.": "在解綁目前賬號的 Passkey 前請確認你的身份。",
+    "Confirm your identity before unbinding {{provider}} from this user.": "為該用戶解綁 {{provider}} 前，請先驗證身分。",
     "Confirm your identity with Two-factor Authentication before registering a Passkey.": "在註冊 Passkey 前請使用兩步驗證確認你的身份。",
     "Confirmed at {{time}} by user #{{userId}}": "用戶 #{{userId}} 於 {{time}} 確認",
     "Confirmed payment compliance": "確認支付合規",
@@ -1351,6 +1512,7 @@
     "Connect to Coze bots": "接入 Coze 智慧體",
     "Connect to DeepSeek model services": "接入 DeepSeek 模型服務",
     "Connect to Dify applications and workflows": "接入 Dify 應用程式與工作流程",
+    "Connect to Doubao Seedance video and Seedream image generation through Volcengine Ark": "透過火山方舟接入豆包 Seedance 影片生成與 Seedream 圖片生成",
     "Connect to FastGPT applications": "接入 FastGPT 應用程式",
     "Connect to iFlytek Spark model services": "接入訊飛星火模型服務",
     "Connect to Jimeng image and video generation services": "接入即夢圖片與影片生成服務",
@@ -1360,10 +1522,10 @@
     "Connect to local or self-hosted Ollama models": "接入本機或自行部署的 Ollama 模型服務",
     "Connect to MiniMax model services": "接入 MiniMax 模型服務",
     "Connect to Mistral AI model services": "接入 Mistral AI 模型服務",
-    "Connect to model services from another New API instance": "接入另一個 New API 執行個體提供的模型服務",
     "Connect to model services through a Sub2API gateway": "透過 Sub2API 閘道接入模型服務",
     "Connect to models through the Google Gemini API": "透過 Google Gemini API 接入模型服務",
     "Connect to Moonshot AI model services": "接入 Moonshot AI 模型服務",
+    "Connect to New API model services with support for multiple task plugins": "接入 New API 閘道的模型服務，支援多個任務外掛",
     "Connect to OpenAI models deployed on Azure": "接入 Azure 上部署的 OpenAI 模型",
     "Connect to OpenAI Sora video generation services": "接入 OpenAI Sora 影片生成服務",
     "Connect to Perplexity model services": "接入 Perplexity 模型服務",
@@ -1446,6 +1608,7 @@
     "Copy All Codes": "複製所有代碼",
     "Copy all models": "複製全部模型",
     "Copy API key": "複製 API 金鑰",
+    "Copy API URL": "複製 API 位址",
     "Copy base URL": "複製 Base URL",
     "Copy billing expression": "複製計費運算式",
     "Copy callback URL": "複製回呼 URL",
@@ -1468,6 +1631,7 @@
     "Copy redirect URL": "複製重新導向 URL",
     "Copy referral link": "複製推薦連結",
     "Copy Request Header": "複製請求頭",
+    "Copy request ID": "Copy request ID",
     "Copy secret key": "複製金鑰",
     "Copy selected codes": "複製選定的代碼",
     "Copy selected keys": "複製選定的金鑰",
@@ -1476,6 +1640,7 @@
     "Copy source field to target field": "把來源欄位複製到目標欄位",
     "Copy the key and paste it here": "複製金鑰並粘貼到這裡",
     "Copy this prompt and send it to an LLM (e.g. ChatGPT / Claude) to help design your billing expression.": "複製以下提示詞發送給 LLM（如 ChatGPT / Claude），讓它幫你設計收費表達式",
+    "Copy this token now. It will not be shown again.": "請立即複製此令牌，之後將不再顯示。",
     "Copy to clipboard": "複製到剪貼簿",
     "Copy token": "複製令牌",
     "Copy URL": "複製 URL",
@@ -1485,6 +1650,8 @@
     "Core Configuration": "核心設定",
     "Core Features": "核心功能",
     "Core pricing": "核心定價",
+    "Correct the invalid settings before saving.": "請修正無效設定後再儲存。",
+    "Correlation key": "Correlation key",
     "Cost": "費用",
     "Cost = 10 × 0.3 = 3": "費用 = 10 × 0.3 = 3",
     "Cost = 10 × 0.8 = 8": "費用 = 10 × 0.8 = 8",
@@ -1501,6 +1668,7 @@
     "Count": "數量",
     "Count must be between {{min}} and {{max}}": "計數必須介於{{min}}和{{max}}之間",
     "Counters and averages cover the period since the upstream metrics were initialized or reset.": "計數與平均值統計自上游指標初始化或重設以來的資料。",
+    "Coverage {{sampled}}/{{total}} · inconclusive {{unclear}} · failed {{errors}}": "渠道覆盖 {{sampled}}/{{total}} · 不确定 {{unclear}} · 失败 {{errors}}",
     "Coze": "Coze",
     "CPU": "CPU",
     "CPU Threshold (%)": "CPU 閾值 (%)",
@@ -1508,7 +1676,9 @@
     "Create a copy of:": "建立副本：",
     "Create a key for your app or service": "為你的套用或服務建立金鑰",
     "Create a new user group to configure ratio overrides for.": "建立一個新的用戶分組來設定比例覆蓋。",
+    "Create access token": "建立存取令牌",
     "Create account": "建立用戶",
+    "Create aliases for users": "為上游模型設定別名",
     "Create an account": "建立一個用戶",
     "Create an API key to unlock the real request": "建立 API 金鑰以解鎖真實請求",
     "Create and review invite or credit codes.": "建立和審查邀請或信用代碼。",
@@ -1540,15 +1710,22 @@
     "Create succeeded": "建立成功",
     "Create Vendor": "建立供應商",
     "Create your first group to reuse model, tag, or endpoint selections anywhere in the dashboard.": "建立您的第一個分組，以便在儀表板的任何位置重用模型、標籤或端點選擇。",
+    "Create, edit, and delete API keys.": "建立、編輯和刪除 API 金鑰。",
+    "Create, edit, and delete deployments, and test connections.": "建立、編輯和刪除部署，並測試連線。",
+    "Create, edit, and delete prefill groups.": "建立、編輯和刪除預填充分組。",
+    "Create, edit, and delete redemption codes.": "建立、編輯和刪除兌換碼。",
+    "Create, edit, disable, and delete users, and reset their security settings.": "建立、編輯、停用和刪除用戶，並重設其安全設定。",
     "Create, revoke, and audit API tokens.": "建立、撤銷和審計 API 令牌。",
     "Created": "建立時間",
     "Created {{count}} redemption codes named {{name}} ({{quota}} each)": "建立 {{count}} 個兌換碼 {{name}}（每個 {{quota}}）",
+    "Created {{time}}": "建立於 {{time}}",
     "Created a custom OAuth provider": "建立了一個自訂 OAuth 提供方",
     "Created a deployment": "建立了一個部署",
     "Created a model": "建立了一個模型",
     "Created a prefill group": "建立了一個預填組",
     "Created a subscription plan": "建立了一個訂閱計劃",
     "Created a vendor": "建立了一個供應商",
+    "Created an access token": "已建立存取令牌",
     "Created At": "建立時間",
     "Created channel {{name}} (type {{type}}, count {{count}})": "建立渠道 {{name}}（類型 {{type}}，數量 {{count}}）",
     "Created user {{username}} (role {{role}})": "建立用戶 {{username}}（角色 {{role}}）",
@@ -1566,7 +1743,10 @@
     "Creem Payment": "Creem 支付",
     "Creem product ID from your Creem dashboard.": "從您的 Creem 儀表板獲取 Creem 產品 ID。",
     "Creem products must be a JSON array": "Creem 產品必須是 JSON 陣列",
+    "Creem webhook is not configured": "Creem Webhook 未設定",
+    "CreemProductId is not configured for this plan": "該訂閱方案未設定 CreemProductId",
     "Cross-group": "跨分組",
+    "Cross-group retry": "跨分組重試",
     "Cumulative usage": "累計用量",
     "Currency": "貨幣",
     "Currency & Display": "貨幣與展示",
@@ -1579,6 +1759,8 @@
     "Current email verification code": "目前信箱驗證碼",
     "Current email: {{email}}. Enter a new email to change.": "目前電郵：{{email}}。輸入新電郵以更改。",
     "Current exchange rate: 1 USD = {{rate}} {{currency}}": "目前匯率：1 USD = {{rate}} {{currency}}",
+    "Current interval: {{minutes}} minutes": "目前間隔：{{minutes}} 分鐘",
+    "Current intervals: {{min}}–{{max}} minutes": "目前各渠道間隔：{{min}}–{{max}} 分鐘",
     "Current key": "目前金鑰",
     "Current key disable requested": "已要求停用目前金鑰",
     "Current legacy JSON is invalid, cannot append": "目前舊格式 JSON 不合法，無法追加模板",
@@ -1625,14 +1807,18 @@
     "Custom multipliers when specific user groups use specific token groups. Example: VIP users get 0.9x rate when using \"edit_this\" group tokens.": "當特定用戶分組使用特定令牌分組時的自訂乘數。示例：VIP 用戶在使用「edit_this」分組令牌時獲得 0.9 倍費率。",
     "Custom OAuth": "自訂 OAuth",
     "Custom OAuth Providers": "自訂 OAuth 供應商",
+    "Custom reset cycle must be greater than 0 seconds": "自訂重置週期需大於0秒",
     "Custom Seconds": "自訂秒數",
     "Custom sidebar section": "自訂側邊欄部分",
+    "Custom tag": "Custom tag",
     "Custom task plugin setting updated": "自訂任務外掛設定已更新",
     "Custom Time Range": "自訂時間範圍",
     "Custom Zoom": "自訂縮放",
+    "Customize pool": "自定义分组池",
     "Customize sidebar display content": "個人化設定左側邊欄的顯示內容",
     "Daily": "每天",
     "Daily Check-in": "每日簽到",
+    "Daily check-in, received {{quota}}": "使用者簽到，獲得額度 {{quota}}",
     "Daily token usage by model across the past few weeks": "過去幾週內按模型分佈的每日 Token 使用量",
     "Daily token usage by model across the past month": "過去一個月內各模型的每日 Token 用量",
     "Daily token usage by model over the past month": "過去一個月內按模型分佈的每日 Token 使用量",
@@ -1649,6 +1835,8 @@
     "Data retention": "數據保留",
     "Database": "資料庫",
     "Database check": "資料庫檢查",
+    "Database connection failed": "資料庫連線失敗",
+    "Database error, please contact the administrator": "資料庫出錯，請聯絡管理員",
     "Date and time when this announcement should be displayed": "此公告應顯示的日期和時間",
     "Date Range": "時間範圍",
     "Day": "日",
@@ -1675,10 +1863,12 @@
     "Default Bearer": "預設 Bearer",
     "Default Collapse Sidebar": "預設摺疊側邊欄",
     "Default consumption chart": "預設消耗分佈圖",
+    "Default group": "預設分組",
     "Default Max Tokens": "預設最大 Token 數",
     "Default model call chart": "預設模型呼叫圖",
     "Default placeholder": "預設佔位圖示",
     "Default range": "預設範圍",
+    "Default reminder threshold": "預設提醒閾值",
     "Default Responses API version, if empty, will use the API version above": "預設回應 API 版本，如果為空，將使用上面的 API 版本",
     "Default session lifetime (seconds)": "預設工作階段有效期（秒）",
     "Default system prompt for this channel": "此渠道的預設系統提示",
@@ -1690,6 +1880,7 @@
     "Define API endpoints for this model (JSON format)": "為此模型定義 API 端點（JSON 格式）",
     "Define endpoint mappings for each provider.": "為每個供應商定義端點映射。",
     "Define per-group rules to add, remove, or append selectable groups for specific user groups.": "為特定用戶組定義按分組規則，以新增、移除或追加可選分組。",
+    "Degraded": "Degraded",
     "Degraded performance recently": "近期性能有所下降",
     "Delete": "刪除",
     "Delete (": "刪除 (",
@@ -1735,6 +1926,7 @@
     "Delete plugin version?": "刪除外掛版本？",
     "Delete Provider": "刪除供應商",
     "Delete Request Header": "刪除請求頭",
+    "Delete rule": "删除规则",
     "Delete Rule": "刪除規則",
     "Delete selected API keys": "刪除選定的 API 金鑰",
     "Delete selected channels": "刪除所選渠道",
@@ -1749,6 +1941,7 @@
     "Deleted": "已註銷",
     "Deleted \"{{name}}\"": "已刪除「{{name}}」",
     "Deleted ({{id}})": "已刪除({{id}})",
+    "Deleted {{count}} auto-disabled keys": "已刪除 {{count}} 個自動停用的金鑰",
     "Deleted {{count}} failed models": "已刪除 {{count}} 個失敗模型",
     "Deleted {{count}} historical system tasks": "已清理 {{count}} 筆歷史系統任務",
     "Deleted {{count}} stale instances": "已刪除 {{count}} 個失聯實例",
@@ -1783,12 +1976,16 @@
     "Deployment logs": "部署日誌",
     "Deployment Region": "部署區域",
     "Deployment Region *": "部署區域 *",
+    "Deployment region cannot be empty": "部署區域不能為空",
+    "Deployment region must be valid JSON, for example {{example}}": "部署區域必須是標準的 JSON 格式，例如 {{example}}",
+    "Deployment region must include a default field": "部署區域必須包含 default 欄位",
     "Deployment requested": "部署已請求",
     "Deployments": "部署",
     "Deprecated": "已棄用",
     "Derives the request names your users call": "產生使用者呼叫的請求模型名稱",
     "Derives the upstream names sent to the provider": "產生傳送給上游的模型名稱",
     "Desc": "降序",
+    "Descending": "降冪",
     "Describe": "圖生文",
     "Describe this model...": "描述此模型...",
     "Describe this vendor...": "描述此供應商...",
@@ -1805,7 +2002,12 @@
     "Detected database": "偵測到的資料庫",
     "Detected high-risk status code redirect rules": "偵測到以下高危狀態碼重新導向規則：",
     "Detection complete: {{add}} to add, {{remove}} to remove": "偵測完成：新增 {{add}} 個，刪除 {{remove}} 個",
+    "Detection could not be completed. Only measured usage is charged.": "检测未能完成，仅对已确认的实际用量计费。",
+    "Detection details": "检测详情",
     "Detection failed": "检测失败",
+    "Detection finished": "检测已完成",
+    "Detection in progress": "检测进行中",
+    "Detection records reset": "检测记录已重置",
     "Determines how this group is applied elsewhere.": "確定此分組在其他地方的套用方式。",
     "Deterministic sampling seed (best-effort)": "盡量保證可復現的採樣種子",
     "Developer Friendly": "開發者友好",
@@ -1827,12 +2029,14 @@
     "Disable selected channels": "停用選定的渠道",
     "Disable selected models": "停用選定的模型",
     "Disable store passthrough": "禁止透傳 store",
+    "Disable tag grouping to drag channels": "關閉標籤彙整後可拖曳通道",
     "Disable task plugins?": "停用任務外掛？",
     "Disable this key?": "停用此金鑰？",
     "Disable threshold (seconds)": "停用閾值（秒）",
     "Disable Two-Factor Authentication": "停用雙重身份驗證",
     "disabled": "已停用",
     "Disabled": "已停用",
+    "Disabled {{count}} keys": "已停用 {{count}} 個金鑰",
     "Disabled all channels with tag: {{tag}}": "已停用標籤「{{tag}}」下的所有渠道",
     "Disabled channels with tag {{tag}}": "停用標籤為 {{tag}} 的渠道",
     "Disabled globally": "全域已停用",
@@ -1847,6 +2051,7 @@
     "Discard unsaved changes?": "捨棄未儲存的變更？",
     "Disclaimer: Personal use only. Do not distribute or share any credentials. This channel has prerequisites and requires prior setup; use it only if you understand the flow and risks, and comply with OpenAI's terms and policies. Credentials and configuration are for Codex CLI integration only, and are not intended for any other client, platform, or channel.": "免責聲明：僅限個人使用，請勿分發或共享任何憑證。該渠道存在前置條件與使用門檻，請在充分了解流程與風險後使用，並遵守 OpenAI 的相關條款與政策。相關憑證與設定僅限接入 Codex CLI 使用，不適用於其他用戶端、平台或渠道。",
     "Discord": "Discord",
+    "Discord ID is empty!": "Discord ID 為空！",
     "Discount": "優惠",
     "Discount map by recharge amount (JSON object)": "按儲值金額的折扣映射 (JSON 物件)",
     "Discount Rate": "折扣率",
@@ -1879,6 +2084,7 @@
     "Display name shown to users.": "顯示給用戶的名稱。",
     "Display Options": "顯示選項",
     "Display policy": "顯示策略",
+    "Display settings saved": "展示设置已保存",
     "Display Token Statistics": "顯示 Token 統計資訊",
     "Displayed": "正常顯示",
     "Displayed in": "顯示單位",
@@ -1898,16 +2104,23 @@
     "Domain Filter Mode": "域名過濾模式",
     "Don't have an account?": "沒有賬號？",
     "Done": "完成",
+    "Doubao": "Doubao",
     "Doubao custom API address editing unlocked": "已解鎖豆包自訂 API 地址編輯",
-    "DoubaoVideo": "DoubaoVideo",
     "Double check the configuration below. Your system will be locked until initialization is complete.": "仔細檢查以下設定。您的系統將在初始化完成前保持鎖定狀態。",
     "Downgrade Group": "降級分組",
+    "Downgrade group does not exist": "降級分組不存在",
+    "Downgrade rate · last 6 hours": "近 6 小时降智率",
     "Downgrade to pre-purchase group": "降級到購買前分組",
     "Downgrade to this group after the subscription expires": "訂閱過期後降級到該分組",
     "Download": "下載",
     "Drag {{group}} to reorder": "拖曳 {{group}} 以重新排序",
+    "Drag mode": "拖曳模式",
+    "Drag mode help": "拖曳模式說明",
+    "Drag the handle to move a channel.": "按住左側拖曳把手移動渠道。",
+    "Drag to change priority. Use arrow keys to move, Escape to cancel.": "拖曳調整優先級，也可使用方向鍵移動，Esc 取消。",
     "Drag to move": "拖曳以移動",
     "Drag to resize": "拖曳以調整大小",
+    "Drag to set channel priority": "拖曳調整渠道優先級",
     "Draw": "繪圖",
     "Drawing": "繪圖",
     "Drawing logs": "繪製日誌",
@@ -1915,6 +2128,9 @@
     "Drawing task polling": "繪圖任務輪詢",
     "Drawing task records": "繪圖任務記錄",
     "Drop a JavaScript plugin file here": "將 JavaScript 外掛檔案拖放到此處",
+    "Drop at an edge to create a different priority.": "拖到渠道邊緣，插入新的優先級。",
+    "Drop between tiers to change priority, or in the center to join a tier": "拖到級別之間調整優先級，拖到中間加入同級",
+    "Drop in the center to use the same priority.": "拖到渠道中央，加入相同優先級。",
     "Dry run result": "試跑結果",
     "Duplicate": "重複",
     "Duplicate group names: {{names}}": "存在重複的分組名稱：{{names}}",
@@ -1967,6 +2183,7 @@
     "e.g., https://ark.cn-beijing.volces.com": "例如，https://ark.cn-beijing.volces.com",
     "e.g., https://docs-test-001.openai.azure.com": "例如，https://docs-test-001.openai.azure.com",
     "e.g., https://fastgpt.run/api/openapi": "例如，https://fastgpt.run/api/openapi",
+    "e.g., my-project-123": "例如 my-project-123",
     "e.g., OpenAI GPT-4 Production": "例如，OpenAI GPT-4 生產環境",
     "e.g., preview": "例如，preview",
     "e.g., prod_xxx": "例如，prod_xxx",
@@ -1975,6 +2192,8 @@
     "e.g., us-central1 or JSON format for model-specific regions": "例如，us-central1 或模型特定區域的 JSON 格式",
     "e.g., v2.1": "例如，v2.1",
     "Each backup code can only be used once.": "每個備用代碼只能使用一次。",
+    "Each consumed attempt is charged independently at the requested model price and its actual group ratio. The total below is a summary, not another charge.": "每次已消耗的尝试独立按请求模型价格及实际分组倍率计费。下方合计仅作汇总，不会再次扣费。",
+    "Each consumed attempt is charged independently, including rejected results.": "Each consumed attempt is charged independently, including rejected results.",
     "Each item must be an object with a single key-value pair.": "每個條目必須是包含單個鍵值對的物件。",
     "Each item must have exactly one key-value pair.": "每個條目必須恰好包含一個鍵值對。",
     "Each line represents one keyword. Leave blank to disable the list but keep the switch states.": "每行代表一個關鍵詞。留空以停用清單，但保留開關狀態。",
@@ -1989,6 +2208,7 @@
     "Earnings": "收益",
     "Edit": "編輯",
     "Edit {{title}}": "編輯{{title}}",
+    "Edit access token": "編輯存取令牌",
     "Edit all channels with tag:": "編輯所有帶有標籤的渠道：",
     "Edit Announcement": "編輯公告",
     "Edit API Shortcut": "編輯 API 快捷方式",
@@ -1998,18 +2218,16 @@
     "Edit chat preset": "編輯聊天預設",
     "Edit discount tier": "編輯折扣檔位",
     "Edit FAQ": "編輯常見問題",
-    "Enable passthrough": "確認開啟透傳",
-    "Enable request body passthrough?": "確認開啟透傳請求主體？",
-    "Enable request header passthrough?": "確認開啟透傳請求標頭？",
-    "Enable session affinity": "啟用工作階段保持",
     "Edit group": "編輯分組",
     "Edit group rate limit": "編輯組速率限制",
+    "Edit group settings as JSON. Changes are shared with the visual editor.": "透過 JSON 編輯分組設定，變更會同步至視覺化編輯器。",
     "Edit JSON object directly. Suitable for simple parameter overrides.": "直接編輯 JSON 物件。適合簡單覆蓋參數的場景。",
     "Edit JSON text directly. Format will be validated on save.": "直接編輯 JSON 文字，儲存時會校驗格式。",
     "Edit mapping": "編輯映射",
     "Edit model": "編輯模型",
     "Edit Model": "編輯模型",
     "Edit model pricing": "編輯模型定價",
+    "Edit models and vendors, and sync them from upstream.": "編輯模型和供應商，並從上游同步。",
     "Edit non-sensitive settings such as models, groups, and routing rules.": "編輯模型、分組和路由規則等非敏感設定。",
     "Edit OAuth Provider": "編輯 OAuth 供應商",
     "Edit payment method": "編輯支付方式",
@@ -2029,18 +2247,25 @@
     "Editor mode": "編輯器模式",
     "Education": "教育",
     "Effective icon": "生效圖示",
+    "Eicy relay status": "Eicy 的中转状态检测",
+    "Eligible candidate": "Eligible candidate",
     "Email": "電郵",
     "Email (required for verification)": "電子郵件（驗證必需）",
+    "Email & Notifications": "電郵與通知",
     "Email Address": "電郵地址",
+    "Email address is already in use": "電子郵件地址已被使用",
     "Email Alias Restriction": "電郵別名限制",
     "Email bound successfully!": "電郵連結成功！",
     "Email confirmation code resend": "重送信箱確認碼",
     "Email Domain Restriction": "電郵域限制",
     "Email Domain Whitelist": "電郵域白名單",
     "Email Field": "電郵欄位",
+    "Email is empty!": "電子郵件為空！",
+    "Email or password is empty!": "電子郵件地址或密碼為空！",
     "Email Verification": "電郵驗證",
     "Email verification code is incorrect.": "信箱驗證碼不正確。",
     "Email verification has ended. Start again to continue.": "信箱驗證已結束，請重新開始。",
+    "Email verification is enabled, please enter email address and verification code": "管理員開啟了電子郵件驗證，請輸入電子郵件地址和驗證碼",
     "Email, summarisation, knowledge work": "郵件、摘要與知識工作",
     "Embeddings": "嵌入",
     "Empty": "空",
@@ -2049,6 +2274,7 @@
     "Enable {{parameter}}": "啟用 {{parameter}}",
     "Enable 2FA": "啟用 2FA",
     "Enable All": "啟用全部",
+    "Enable Astra auto-switch?": "Enable Astra auto-switch?",
     "Enable check-in feature": "啟用簽到功能",
     "Enable custom task plugins": "啟用自訂任務外掛",
     "Enable Data Dashboard": "啟用數據儀表板",
@@ -2070,16 +2296,18 @@
     "Enable or disable this channel": "啟用或停用此渠道",
     "Enable or disable this model": "啟用或停用此模型",
     "Enable Passkey": "啟用 Passkey",
+    "Enable passthrough": "確認開啟透傳",
     "Enable Performance Monitoring": "啟用效能監控",
     "Enable plugin {{key}}": "啟用外掛 {{key}}",
     "Enable plugin?": "啟用外掛程式？",
     "Enable rate limiting": "啟用速率限制",
+    "Enable request body passthrough?": "確認開啟透傳請求主體？",
+    "Enable request header passthrough?": "確認開啟透傳請求標頭？",
     "Enable Request Passthrough": "啟用請求透傳",
     "Enable Responses WebSocket": "啟用 Responses WebSocket",
-    "Validate Astra upstream model": "驗證 Astra 上游模型",
-    "Reject a Responses result when the upstream declares a model other than gpt-6-astra. Enabled by default; disable only for an intentional mapping.": "當上游宣告的模型不是 gpt-6-astra 時拒絕 Responses 結果。預設開啟；僅在確實需要映射時關閉。",
     "Enable selected channels": "啟用選定的渠道",
     "Enable selected models": "啟用選定的模型",
+    "Enable session affinity": "啟用工作階段保持",
     "Enable SSL/TLS": "啟用 SSL/TLS",
     "Enable SSRF Protection": "啟用 SSRF 保護",
     "Enable STARTTLS": "啟用 STARTTLS",
@@ -2102,7 +2330,10 @@
     "Enable when the upstream needs client information from Codex or Claude Code headers; may expose client information": "上游需要取得 Codex、Claude Code 等用戶端請求標頭資訊時開啟；可能暴露用戶端資訊",
     "Enable when the upstream needs information from clients such as Codex or Claude Code, including User-Agent, client version or session headers. Usually leave this off.": "適用於上游需要取得 Codex、Claude Code 等用戶端資訊的情境，例如請求標頭中的 User-Agent、用戶端版本或工作階段識別碼。通常無需開啟。",
     "Enabled": "已啟用",
+    "Enabled {{count}} keys": "已啟用 {{count}} 個金鑰",
     "Enabled all channels with tag: {{tag}}": "已啟用標籤「{{tag}}」下的所有渠道",
+    "Enabled by default for gpt-6-astra. Keep the last valid fingerprint and pelican conclusions until recovery or reset. Failed checks do not clear them.": "Enabled by default for gpt-6-astra. Keep the last valid fingerprint and pelican conclusions until recovery or reset. Failed checks do not clear them.",
+    "Enabled by default for gpt-6-astra. Keep the last valid fingerprint and vision conclusions until recovery or reset. Failed checks do not clear them.": "Enabled by default for gpt-6-astra. Keep the last valid fingerprint and vision conclusions until recovery or reset. Failed checks do not clear them.",
     "Enabled channels with tag {{tag}}": "啟用標籤為 {{tag}} 的渠道",
     "Enabled Status": "啟用狀態",
     "Enabled two-factor authentication": "已啟用兩步驟驗證",
@@ -2119,6 +2350,8 @@
     "Endpoint": "端點",
     "Endpoint config": "端點設定",
     "Endpoint Configuration": "端點設定",
+    "Endpoint probe": "Endpoint probe",
+    "Endpoint status": "Endpoint status",
     "Endpoint Type": "端點類型",
     "Endpoint, provider-specific settings, and credentials.": "接口地址、供應商專屬設定和憑證。",
     "Endpoint:": "端點：",
@@ -2137,6 +2370,7 @@
     "Enter a positive integer": "請輸入正整數",
     "Enter a positive or negative amount to adjust the quota": "輸入正數或負數以調整配額",
     "Enter a react-icons component name. Invalid names show no icon.": "輸入 react-icons 組件名。無法解析的名稱不會顯示圖標。",
+    "Enter a rule to preview mappings.": "填寫規則後，這裡會顯示具體對應。",
     "Enter a valid condition value.": "請輸入有效的條件值。",
     "Enter a valid email or leave blank": "請輸入有效的電郵地址或留空",
     "Enter a value and press Enter": "輸入值並按 Enter 鍵",
@@ -2183,8 +2417,6 @@
     "Enter password (8-20 characters)": "輸入密碼（8-20 個字元）",
     "Enter password (8–128 characters)": "輸入密碼（8–128 個字元）",
     "Enter previous domains, one per line, without a protocol, port or path. Different ports on the same domain do not need compatible domains.": "每行填寫一個舊網域，不包含通訊協定、連接埠或路徑。同一網域的不同連接埠無須加入相容清單。",
-    "Entries configured in Request Header Override still take priority": "請求標頭覆蓋中手動設定的項目仍然優先",
-    "Excludes the first attempt. Counted per group.": "不含首次，依分組計算。",
     "Enter previous Passkey domains, one per line. Existing Passkeys can still verify with these domains; new Passkeys use the primary domain.": "每行填寫一個舊通行金鑰網域。現有通行金鑰仍可透過這些網域驗證，新通行金鑰使用主要網域。",
     "Enter quota in {{currency}}": "輸入 {{currency}} 額度",
     "Enter quota in tokens": "輸入令牌配額",
@@ -2199,6 +2431,7 @@
     "Enter the 6-digit Time-based One-Time Password or 8-character backup code from your authenticator app.": "輸入來自身份驗證器套用的 6 位基於時間的單次密碼或 8 位備份代碼。",
     "Enter the complete URL, supports": "輸入完整的 URL，支援",
     "Enter the Coze agent ID": "輸入 Coze 代理 ID",
+    "Enter the Discovery URL or Issuer URL first": "請先填寫 Discovery URL 或 Issuer URL",
     "Enter the full URL of your Gotify server": "輸入您的 Gotify 伺服器的完整 URL",
     "Enter the knowledge base ID": "輸入知識庫 ID",
     "Enter the path before /suno, usually just the domain": "輸入 /suno 之前的路徑，通常只是域名",
@@ -2206,7 +2439,6 @@
     "Enter the quota amount in tokens": "輸入令牌配額數量",
     "Enter the verification code": "輸入驗證碼",
     "Enter the website domain, such as example.com.": "填寫網站網域，例如 example.com。",
-    "Enter threshold": "輸入閾值",
     "Enter token counts to preview the estimated cost (excluding group multipliers).": "輸入 token 數量以預覽預估費用（不含用戶組倍率）。",
     "Enter URL...": "輸入 URL...",
     "Enter username": "輸入用戶名",
@@ -2220,6 +2452,7 @@
     "Enter your username or email": "輸入您的用戶名或電郵",
     "Enterprise Account": "企業用戶",
     "Enterprise-grade security with comprehensive permission management": "企業級安全性，提供全面的權限管理",
+    "Entries configured in Request Header Override still take priority": "請求標頭覆蓋中手動設定的項目仍然優先",
     "Entrypoint (space separated)": "入口點 (空格分隔)",
     "Enum": "列舉",
     "Enum values": "列舉值",
@@ -2244,30 +2477,43 @@
     "Error Type (optional)": "錯誤類型（可選）",
     "Estimated cost": "預計成本",
     "Estimated quota cost": "估算配額費用",
+    "Estimated usage": "估算用量",
     "Evaluate fields from the provider user info response. Conditions and nested groups use and/or logic.": "根據提供商回傳的用戶資訊欄位執行政策判斷。條件和巢狀分組支援 and/or 邏輯。",
     "Event": "事件",
+    "Every {{minutes}} minutes": "Every {{minutes}} minutes",
+    "Every {{minutes}} minutes · 3 probes per channel": "Every {{minutes}} minutes · 3 probes per channel",
+    "Every 15 minutes": "Every 15 minutes",
+    "Every 30 minutes · 3 probes per channel": "每 30 分钟 · 每渠道 3 个探针",
+    "Every 30 minutes, one work per Astra channel.": "每 30 分钟，每个 Astra 渠道生成一份作品。",
     "Every group name in the pricing table can be used in two places: on a user (the user group, assigned by admins) and on a token (the token group, chosen when creating the token). Same name pool, two different jobs.": "定價表中的每個分組名可用在兩個地方：用戶身上（用戶分組，由管理員分配）和令牌身上（令牌分組，建立令牌時選擇）。同一批名字，兩種不同職責。",
     "Every other device will lose access immediately. This device will remain signed in.": "其他所有裝置將立即失去存取權限，目前裝置將保持登入。",
     "Everything configured for this group, in one place.": "該分組的全部設定，一處看全。",
     "Exact": "精確",
     "Exact Match": "完全匹配",
     "Exact match only and case-sensitive. Prefixes, regex, and * wildcards are not supported.": "只做完整精確匹配，區分大小寫；不支援前綴、正則或 * 萬用字元。",
+    "Exact model names only. Preferred groups run before the remaining pool. A successful session binding takes precedence.": "精确匹配模型名，优先分组先于池内其余分组。已有成功会话绑定优先。",
     "Example": "示例",
     "Example (all channels):": "示例（全部渠道）：",
     "Example (specific channels):": "示例（指定渠道）：",
     "Example price": "示例價格",
     "Example spec": "示例規格",
     "Example:": "示例：",
+    "Example: users call gpt-4o; upstream receives gpt-4o-all.": "例如：使用者呼叫 gpt-4o，上游收到 gpt-4o-all。",
     "example.com&#10;blocked-site.com": "example.com&#10;blocked-site.com",
     "example.com&#10;company.com": "example.com&#10;company.com",
     "Excellent": "優秀",
     "Exchange rate is required": "匯率為必填項",
     "Exchange rate must be greater than 0": "匯率必須大於 0",
+    "Excluded by priority": "Excluded by priority",
+    "Excluded groups are never used by automatic grouping, including retries. If no groups remain, the request fails.": "自動分組和重試均不會使用黑名單中的分組。沒有剩餘可用分組時，請求將失敗。",
+    "Excludes the first attempt. Counted per group.": "不含首次，依分組計算。",
     "Execute code in a sandbox during the response": "在回應過程中沙箱執行程式碼",
     "Executor": "執行實例",
     "Exhausted": "已耗盡",
     "Existing account will be reused": "將使用現有用戶",
+    "Existing API keys keep Astra auto-switch enabled; new keys default to off. Rejected results still incur usage charges, and every additional upstream attempt is charged separately. You can change this setting for each API key.": "Existing API keys keep Astra auto-switch enabled; new keys default to off. Rejected results still incur usage charges, and every additional upstream attempt is charged separately. You can change this setting for each API key.",
     "Existing Models ({{count}})": "現有模型 ({{count}})",
+    "Existing models: select fields to replace their current values with the values on the right. Unselected fields stay unchanged.": "已有模型：勾選要更新的欄位，目前內容會被右側內容取代；未勾選的保持不變。",
     "Existing Passkeys remain tied to the old domain and may stop working. Keep the old domain to preserve access, or confirm only if you have a recovery plan.": "現有通行金鑰仍綁定舊網域，變更後可能無法使用。保留舊網域可維持存取；請僅在已有復原方案時確認變更。",
     "Exists": "存在",
     "Expand": "展開",
@@ -2276,15 +2522,22 @@
     "Expected a JSON array of group identifiers": "應為分組標識符的 JSON 陣列",
     "Expected a JSON array.": "應為 JSON 陣列。",
     "Experiment with prompts and models in real time.": "實時實驗提示詞和模型。",
+    "Experimental behavioral samples, not proof of model identity. Luna-like inconclusive rounds count as suspected downgrades; other inconclusive and failed rounds are excluded. Samples do not verify individual customer requests.": "Experimental behavioral samples, not proof of model identity. Luna-like inconclusive rounds count as suspected downgrades; other inconclusive and failed rounds are excluded. Samples do not verify individual customer requests.",
+    "Expiration": "過期時間",
     "Expiration Time": "過期時間",
+    "Expiration time cannot be earlier than current time": "過期時間不能早於當前時間",
     "expired": "已過期",
     "Expired": "已過期",
     "Expired at": "過期於",
     "Expired time cannot be earlier than current time": "過期時間不能早於目前時間",
     "Expires": "過期",
+    "Expires {{time}}": "{{time}} 過期",
     "Expires at": "到期時間",
     "Expires in": "剩餘到期時間",
+    "Export": "匯出",
+    "Export logs": "匯出日誌",
     "Export snapshot": "匯出快照",
+    "Exported {{count}} logs": "已匯出 {{count}} 筆日誌",
     "Expose ratio API": "暴露倍率接口",
     "Exposes the pricing/models catalog in the top navigation.": "在頂部導航中顯示定價/模型目錄。",
     "Expression": "計費運算式",
@@ -2327,6 +2580,7 @@
     "Failed to bind email": "連結電郵失敗",
     "Failed to change password": "修改密碼失敗",
     "Failed to check for updates": "檢查更新失敗",
+    "Failed to check user bindings, please try again later": "檢查使用者綁定時發生錯誤，請稍後再試",
     "Failed to clean logs": "清理日誌失敗",
     "Failed to complete order": "完成訂單失敗",
     "Failed to complete Passkey login": "無法完成 Passkey 登入",
@@ -2334,15 +2588,25 @@
     "Failed to contact GitHub releases API": "無法連接 GitHub Releases API",
     "Failed to copy": "複製失敗",
     "Failed to copy channel": "複製渠道失敗",
+    "Failed to copy channel. Please try again later": "複製渠道失敗，請稍後重試",
     "Failed to copy keys": "複製金鑰失敗",
     "Failed to copy model names": "複製模型名稱失敗",
     "Failed to copy to clipboard": "複製到剪貼簿失敗",
+    "Failed to count channel types. Please try again later": "取得渠道類型統計失敗，請稍後重試",
+    "Failed to count channels. Please try again later": "取得渠道數量失敗，請稍後重試",
+    "Failed to count tags. Please try again later": "取得標籤數量失敗，請稍後重試",
     "Failed to create account": "建立用戶失敗",
     "Failed to create API key": "建立API金鑰失敗",
     "Failed to create channel": "建立渠道失敗",
+    "Failed to create default token": "建立預設令牌失敗",
     "Failed to create deployment": "建立部署失敗",
+    "Failed to create order": "建立訂單失敗",
     "Failed to create provider": "建立供應商失敗",
     "Failed to create redemption code": "建立兌換碼失敗",
+    "Failed to create redemption code, please try again later": "建立兌換碼失敗，請稍後重試",
+    "Failed to create the administrator account: {{error}}": "建立管理員帳號失敗: {{error}}",
+    "Failed to create the Discovery request: {{error}}": "建立 Discovery 請求失敗: {{error}}",
+    "Failed to create the plan product": "建立套餐產品失敗",
     "Failed to create user": "建立用戶失敗",
     "Failed to delete {{count}} model(s)": "刪除 {{count}} 個模型失敗",
     "Failed to delete {{count}} redemption codes": "{{count}} 個兌換碼刪除失敗",
@@ -2370,22 +2634,43 @@
     "Failed to enable channels": "啟用渠道失敗",
     "Failed to enable model": "啟用模型失敗",
     "Failed to enable tag channels": "啟用標籤渠道失敗",
+    "Failed to encode Vertex AI key JSON: {{error}}": "Vertex AI 金鑰 JSON 編碼失敗：{{error}}",
+    "Failed to export logs": "匯出日誌失敗",
     "Failed to fetch channel key": "獲取渠道金鑰失敗",
+    "Failed to fetch channel. Please try again later": "取得渠道資訊失敗，請稍後重試",
+    "Failed to fetch channels with this tag. Please try again later": "取得標籤渠道失敗，請稍後重試",
+    "Failed to fetch channels. Please try again later": "取得渠道列表失敗，請稍後重試",
     "Failed to fetch checkin status": "獲取簽到狀態失敗",
     "Failed to fetch deployment details": "獲取部署詳情失敗",
     "Failed to fetch models": "獲取模型失敗",
+    "Failed to fetch models: {{error}}": "取得模型列表失敗：{{error}}",
     "Failed to fetch OIDC configuration. Please check the URL and network status": "獲取 OIDC 設定失敗。請檢查 URL 和網絡狀態",
+    "Failed to fetch Ollama version: {{error}}": "取得 Ollama 版本失敗：{{error}}",
     "Failed to fetch reset credit details": "獲取重置次數詳情失敗",
+    "Failed to fetch reset credit details. Please try again later": "取得重設次數詳情失敗，請稍後重試",
+    "Failed to fetch tags. Please try again later": "取得標籤失敗，請稍後重試",
+    "Failed to fetch the catalog": "拉取目錄失敗",
+    "Failed to fetch the Discovery configuration: {{error}}": "取得 Discovery 設定失敗: {{error}}",
+    "Failed to fetch the product list": "拉取產品列表失敗",
     "Failed to fetch upstream prices": "獲取上游價格失敗",
     "Failed to fetch upstream ratios": "獲取上游比率失敗",
     "Failed to fetch usage": "獲取用量失敗",
+    "Failed to fetch usage. Please try again later": "取得用量資訊失敗，請稍後重試",
     "Failed to fetch user information": "獲取用戶資訊失敗",
     "Failed to fix abilities": "修復渠道一致性失敗",
+    "Failed to generate default token": "產生預設令牌失敗",
     "Failed to generate token": "生成令牌失敗",
+    "Failed to get the channel information. Please contact the administrator": "獲取管道資訊失敗，請聯絡管理員",
+    "Failed to get the token count": "取得令牌數量失敗",
+    "Failed to get the user group": "取得使用者分組失敗",
+    "Failed to get token from {{provider}}, please check settings": "從 {{provider}} 取得 Token 失敗，請檢查設定",
+    "Failed to get user information": "取得使用者資訊失敗",
     "Failed to hide model from model square": "從模型廣場隱藏失敗",
     "Failed to initialize OAuth": "初始化 OAuth 失敗",
     "Failed to initialize system": "系統初始化失敗",
+    "Failed to initialize the system: {{error}}": "系統初始化失敗: {{error}}",
     "Failed to load": "載入失敗",
+    "Failed to load access tokens": "載入存取令牌失敗",
     "Failed to load API keys": "載入 API 金鑰失敗",
     "Failed to load artifacts": "製品載入失敗",
     "Failed to load audit records": "載入稽核記錄失敗",
@@ -2411,19 +2696,28 @@
     "Failed to load setup status": "無法載入設定狀態",
     "Failed to load SGLang status": "載入 SGLang 狀態失敗",
     "Failed to load tag data": "載入標籤數據失敗",
-    "Failed to load token status": "載入權杖狀態失敗",
     "Failed to load users": "載入用戶失敗",
     "Failed to load vendor": "載入供應商失敗",
     "Failed to load vendors": "載入供應商失敗",
     "Failed to load vLLM status": "vLLM 狀態載入失敗",
+    "Failed to parse appended keys: {{error}}": "追加金鑰解析失敗：{{error}}",
+    "Failed to parse credentials. Please check the channel configuration": "解析憑證失敗，請檢查渠道設定",
     "Failed to parse group items": "解析組項目失敗",
     "Failed to parse JSON file: {{name}}": "解析 JSON 檔案失敗：{{name}}",
+    "Failed to parse the Discovery configuration: {{error}}": "解析 Discovery 設定失敗: {{error}}",
+    "Failed to parse tool price \"{{name}}\": {{error}}": "解析工具價格「{{name}}」失敗：{{error}}",
+    "Failed to parse tool prices: {{error}}": "解析工具價格失敗：{{error}}",
     "Failed to prepare pricing conversion": "定價轉換準備失敗",
     "Failed to preview metadata": "預覽中繼資料失敗",
     "Failed to preview vendor changes": "預覽供應商變更失敗",
     "Failed to query balance": "查詢餘額失敗",
+    "Failed to query channels": "查詢渠道失敗",
+    "Failed to query logs": "查詢日誌失敗",
+    "Failed to query statistics": "查詢統計資料失敗",
+    "Failed to query the upstream task status": "查詢上游任務狀態失敗",
     "Failed to refresh cache stats": "重新整理緩存統計失敗",
     "Failed to refresh credential": "重新整理憑證失敗",
+    "Failed to refresh credentials. Please try again later": "重新整理憑證失敗，請稍後重試",
     "Failed to regenerate backup codes": "重新生成備份代碼失敗",
     "Failed to register Passkey": "註冊 Passkey 失敗",
     "Failed to remove Passkey": "移除 Passkey 失敗",
@@ -2432,23 +2726,33 @@
     "Failed to reset model ratios": "重置模型比率失敗",
     "Failed to reset Passkey": "重置 Passkey 失敗",
     "Failed to reset usage": "重置用量失敗",
+    "Failed to reset usage. Please try again later": "重設用量失敗，請稍後重試",
     "Failed to revoke token": "撤銷權杖失敗",
     "Failed to save": "儲存失敗",
     "Failed to save announcements": "儲存公告失敗",
     "Failed to save API info": "儲存 API 資訊失敗",
+    "Failed to save backup codes": "儲存備用碼失敗",
+    "Failed to save configuration": "儲存設定失敗",
     "Failed to save FAQ": "儲存 FAQ 失敗",
     "Failed to save model pricing": "儲存模型定價失敗",
+    "Failed to save the demo site mode setting: {{error}}": "儲存演示站點模式設定失敗: {{error}}",
+    "Failed to save the self-use mode setting: {{error}}": "儲存自用模式設定失敗: {{error}}",
     "Failed to save Uptime Kuma groups": "儲存 Uptime Kuma 組失敗",
     "Failed to search API keys": "搜尋 API 金鑰失敗",
     "Failed to search redemption codes": "搜尋兌換碼失敗",
+    "Failed to search tokens": "搜尋令牌失敗",
+    "Failed to search top-up records": "搜尋儲值紀錄失敗",
     "Failed to search users": "搜尋用戶失敗",
     "Failed to send reset email": "發送重置郵件失敗",
     "Failed to send verification code": "發送驗證碼失敗",
     "Failed to send verification email": "發送驗證郵件失敗",
     "Failed to set tag": "設定標籤失敗",
+    "Failed to set the audio completion ratio: {{error}}": "音訊補全倍率設定失敗：{{error}}",
+    "Failed to set the audio ratio: {{error}}": "音訊倍率設定失敗：{{error}}",
+    "Failed to set the cache creation ratio: {{error}}": "快取建立倍率設定失敗：{{error}}",
+    "Failed to set the image ratio: {{error}}": "圖片倍率設定失敗：{{error}}",
     "Failed to setup 2FA": "設定 2FA 失敗",
     "Failed to show model in model square": "在模型廣場顯示失敗",
-    "Fill a CLI template or add a blank rule.": "填充 CLI 範本，或新增空白規則。",
     "Failed to sign out other sessions": "登出其他工作階段失敗",
     "Failed to sign out session": "登出工作階段失敗",
     "Failed to start {{provider}} login": "啟動 {{provider}} 登入失敗",
@@ -2458,6 +2762,7 @@
     "Failed to start OIDC login": "啟動 OIDC 登入失敗",
     "Failed to start Passkey login": "無法啟動 Passkey 登入",
     "Failed to start Passkey registration": "啟動 Passkey 註冊失敗",
+    "Failed to start payment": "啟用支付失敗",
     "Failed to start Telegram binding": "啟動 Telegram 綁定失敗",
     "Failed to start testing all channels": "無法開始測試所有渠道",
     "Failed to start verification": "啟動驗證失敗",
@@ -2489,10 +2794,16 @@
     "Fallback route": "兜底路由",
     "Fallback tier": "兜底階梯",
     "FAQ": "常見問答",
+    "FAQ #{{index}} answer cannot exceed 1000 characters": "第 {{index}} 個 FAQ 的答案長度不能超過 1000 字元",
+    "FAQ #{{index}} is missing the answer field": "第 {{index}} 個 FAQ 缺少答案欄位",
+    "FAQ #{{index}} is missing the question field": "第 {{index}} 個 FAQ 缺少問題欄位",
+    "FAQ #{{index}} question cannot exceed 200 characters": "第 {{index}} 個 FAQ 的問題長度不能超過 200 字元",
     "FAQ added. Click \"Save Settings\" to apply.": "FAQ 已新增。點擊「儲存設定」以套用。",
+    "FAQ cannot exceed 100 entries": "FAQ 數量不能超過 100 個",
     "FAQ deleted. Click \"Save Settings\" to apply.": "FAQ 已刪除。點擊「儲存設定」以套用。",
     "FAQ saved successfully": "FAQ 儲存成功",
     "FAQ updated. Click \"Save Settings\" to apply.": "FAQ 已更新。點擊「儲存設定」以套用。",
+    "Fast response first": "Fast response first",
     "FastGPT": "FastGPT",
     "Feature in development": "功能開發中",
     "Fee": "扣費",
@@ -2506,6 +2817,7 @@
     "Fetched {{count}} model(s) from upstream": "從上游獲取了 {{count}} 個模型",
     "Fetched {{count}} models": "已獲取 {{count}} 個模型",
     "Fetched in your browser and placed in the source field below for review. GitHub and gist page URLs are rewritten to their raw URL automatically.": "由瀏覽器取得並填入下方原始碼欄位供你審查。GitHub 與 gist 頁面 URL 會自動改寫為 raw URL。",
+    "Fetched successfully": "取得成功",
     "Fetching models...": "正在取得模型…",
     "Fetching plugin source...": "正在取得外掛原始碼…",
     "Fetching prefill groups...": "正在獲取預填充分組...",
@@ -2525,6 +2837,7 @@
     "File Search": "檔案搜尋",
     "File verification": "檔案校驗",
     "Files to Retain": "保留檔案數",
+    "Fill a CLI template or add a blank rule.": "填充 CLI 範本，或新增空白規則。",
     "Fill All Models": "填充所有模型",
     "Fill Codex CLI / Claude CLI Templates": "填充 Codex CLI / Claude CLI 模板",
     "Fill entire column": "填滿整欄",
@@ -2571,6 +2884,7 @@
     "Filter models by type, endpoint, vendor, group and tags": "按類型、端點、供應商、分組和標籤篩選模型",
     "Filter models...": "篩選模型...",
     "Filter plugins...": "筛选外掛...",
+    "Filter related requests": "Filter related requests",
     "Filter the model analytics view by time range and user.": "按時間範圍和用戶篩選模型分析視圖。",
     "Filter the traffic flow view by time range and user.": "按時間範圍和用戶篩選分流圖視圖。",
     "Filter...": "篩選...",
@@ -2578,11 +2892,15 @@
     "Filters active": "篩選已啟用",
     "Final Consumed": "最終消耗",
     "Final cost = base × multiplier when conditions match": "匹配條件時，最終費用 = 基礎費用 × 倍率",
+    "Final multiplier": "Final multiplier",
+    "Final multipliers for all of this user’s keys. Zero is allowed. Removing an override restores the normal billing rules. Save separately below.": "Final multipliers for all of this user’s keys. Zero is allowed. Removing an override restores the normal billing rules. Save separately below.",
     "Final price multiplier (0.95 = 5% discount": "最終價格乘數 (0.95 = 5% 折扣",
     "Finance": "金融",
     "Find": "尋找",
     "Find the billing group.": "確定收費分組。",
     "Find the ratio.": "確定倍率。",
+    "Fingerprint matched": "指纹匹配",
+    "Finish reordering": "完成排序",
     "Finish Time": "完成時間",
     "Finished requests": "已結束請求",
     "First API request": "首個 API 請求",
@@ -2594,6 +2912,7 @@
     "Fixed": "修復",
     "Fixed abilities: {{success}} succeeded, {{fails}} failed": "渠道一致性修復完成：{{success}} 個成功，{{fails}} 個失敗",
     "Fixed channel constraint": "固定通道限制",
+    "Fixed channel not found": "Fixed channel not found",
     "Fixed fee per request": "每次請求固定費用",
     "Fixed price": "固定價格",
     "Fixed price (USD)": "固定價格 (USD)",
@@ -2623,11 +2942,14 @@
     "footer.columns.related.links.oneApi": "One API",
     "footer.columns.related.title": "相關項目",
     "footer.defaultCopyright": "版權所有。",
-    "footer.newapi.projectAttributionSuffix": "版權所有，由項目貢獻者設計與開發。",
+    "footer.new\u0061pi.projectAttributionSuffix": "版權所有，由項目貢獻者設計與開發。",
     "For advanced custom channels this applies only to /v1/responses routes without protocol conversion.": "進階自訂渠道僅對 /v1/responses 且不做協定轉換的路由生效。",
+    "For Astra requests, skip groups whose latest valid fingerprint in the last 6 hours is non-Astra and continue through the group pool. Groups with no valid result remain eligible.": "Astra 請求會跳過最近 6 小時內最後一次有效指紋檢測為非 Astra 的分組，按分組池順序繼續選擇；沒有有效檢測結果的分組仍可使用。",
+    "For Astra requests, skip groups whose latest valid fingerprint or pelican result indicates degradation. Failed checks do not replace valid results; each check must recover or be reset. Groups with no valid result remain eligible.": "For Astra requests, skip groups whose latest valid fingerprint or pelican result indicates degradation. Failed checks do not replace valid results; each check must recover or be reset. Groups with no valid result remain eligible.",
+    "For Astra requests, skip groups whose latest valid fingerprint or vision result indicates degradation. Failed checks do not replace valid results; each check must recover or be reset. Groups with no valid result remain eligible.": "For Astra requests, skip groups whose latest valid fingerprint or vision result indicates degradation. Failed checks do not replace valid results; each check must recover or be reset. Groups with no valid result remain eligible.",
     "For channels added after May 10, 2025, no need to remove \".\" from model names during deployment": "對於 2025 年 5 月 10 日之後新增的渠道，在部署時無需從模型名稱中移除 \".\"",
     "For private deployments, format: https://fastgpt.run/api/openapi": "對於私有部署，格式為：https://fastgpt.run/api/openapi",
-    "For security, existing access tokens cannot be displayed. Regenerate only when you need a new token.": "基於安全考量，現有存取令牌無法再次顯示。僅在需要新令牌時重新生成。",
+    "For reference only: insufficient request samples may cause very large errors in the average charge.": "For reference only: insufficient request samples may cause very large errors in the average charge.",
     "For this channel, map the model name in client requests to the model name sent upstream.": "將用戶端請求中的模型名稱替換為此渠道對應的上游模型名稱。",
     "For this website, you can enter: {{domain}}": "目前網站通常填寫：{{domain}}",
     "Force a syntactically valid JSON response": "強制返回語法合法的 JSON",
@@ -2676,6 +2998,7 @@
     "Full width": "全寬",
     "Function calling": "函數呼叫",
     "Functions": "函數",
+    "Fuzzy search keywords must be at least 2 characters long": "使用模糊搜尋時，關鍵字長度至少為 2 個字元",
     "Gateways": "閘道",
     "GC Count": "GC 次數",
     "GC executed": "GC 已執行",
@@ -2683,14 +3006,13 @@
     "Gemini": "Gemini",
     "Gemini and OpenAI audio prices differ for this model. Use separate billing model names to convert them.": "此模型在 Gemini 和 OpenAI 介面上的音訊價格不同，請使用獨立的計費模型名稱分別轉換。",
     "Gemini Generate Content to OpenAI Chat": "Gemini Generate Content 到 OpenAI Chat",
+    "Gemini Generate Content to OpenAI Responses": "Gemini Generate Content 到 OpenAI Responses",
     "Gemini Image 4K": "Gemini 圖片 4K",
     "Gemini only": "僅 Gemini",
     "Gemini will continue to auto-detect thinking mode even with the adapter disabled. Enable this only when you need finer control over pricing and budgeting.": "即使停用配接器，Gemini 也會繼續自動偵測思考模式。僅當您需要對定價和預算進行更精細的控制時才啟用此選項。",
     "General": "常規",
     "General Settings": "通用設定",
     "Generate": "產生",
-    "Generate and manage your API access token": "生成和管理您的 API 存取令牌",
-    "Generate Doubao Seedance videos through Volcengine Ark": "透過火山方舟接入豆包 Seedance 影片生成",
     "Generate Lyrics": "生成歌詞",
     "Generate Midjourney images through MjProxy": "透過 MjProxy 接入 Midjourney 圖片生成",
     "Generate Midjourney images through MjProxyPlus": "透過 MjProxyPlus 接入 Midjourney 圖片生成",
@@ -2699,8 +3021,6 @@
     "Generate new backup codes for account recovery": "生成新的備份代碼用於用戶恢復",
     "Generate New Codes": "生成新代碼",
     "Generate tokens from the Tokens page; you can scope them to specific models, groups, IPs, and rate-limits.": "在「令牌」頁面生成 API Key，可以按模型、分組、IP、速率等維度精細化授權。",
-    "Generated": "已產生",
-    "Generated a system access token": "已產生系統存取權杖",
     "Generated image": "生成的圖像",
     "Generating new codes will invalidate all existing backup codes.": "生成新代碼將使所有現有備份代碼失效。",
     "Generating...": "生成中...",
@@ -2708,11 +3028,11 @@
     "Generation was interrupted": "生成已中斷",
     "Generic cache": "通用緩存",
     "Get advice": "獲取建議",
-    "Get notified when balance falls below this value": "當餘額低於此值時接收通知",
     "Get one here": "點此獲取",
     "Get started": "開始使用",
     "Get Started": "開始使用",
     "GitHub": "GitHub",
+    "GitHub ID is empty!": "GitHub ID 為空！",
     "GitHub rate limit reached. Try again later.": "已達到 GitHub 請求限制，請稍後重試。",
     "Give the group a recognizable name and optional description.": "為該分組提供一個可識別的名稱和可選的描述。",
     "Give this group a recognizable name.": "為此分組提供一個可識別的名稱。",
@@ -2737,9 +3057,12 @@
     "Go to settings": "前往設定",
     "Go to Settings": "前往設定",
     "Good": "良好",
+    "Got it": "知道了",
     "Gotify Application Token": "Gotify 套用令牌",
     "Gotify Documentation": "Gotify 文件",
     "Gotify Server URL": "Gotify 伺服器 URL",
+    "Gotify server URL cannot be empty": "Gotify 伺服器位址不能為空",
+    "Gotify token cannot be empty": "Gotify 令牌不能為空",
     "gpt-3.5-turbo": "gpt-3.5-turbo",
     "gpt-3.5-turbo-0125": "gpt-3.5-turbo-0125",
     "gpt-4": "gpt-4",
@@ -2755,7 +3078,20 @@
     "Group": "分組",
     "Group {{path}}": "群組 {{path}}",
     "Group & Quota": "分組與配額",
+    "Group #{{index}} category name cannot exceed 50 characters": "第 {{index}} 個分組的分類名稱長度不能超過 50 字元",
+    "Group #{{index}} category name duplicates another group": "第 {{index}} 個分組的分類名稱與其他分組重複",
+    "Group #{{index}} contains disallowed content": "第 {{index}} 個分組包含不允許的內容",
+    "Group #{{index}} description cannot exceed 200 characters": "第 {{index}} 個分組的描述長度不能超過 200 字元",
+    "Group #{{index}} has a URL that cannot be parsed: {{error}}": "第 {{index}} 個分組的 URL 無法解析：{{error}}",
+    "Group #{{index}} has an invalid URL format": "第 {{index}} 個分組的 URL 格式不正確",
+    "Group #{{index}} is missing the category name field": "第 {{index}} 個分組缺少分類名稱欄位",
+    "Group #{{index}} is missing the slug field": "第 {{index}} 個分組缺少 Slug 欄位",
+    "Group #{{index}} is missing the URL field": "第 {{index}} 個分組缺少 URL 欄位",
+    "Group #{{index}} slug can only contain letters, numbers, underscores and hyphens": "第 {{index}} 個分組的 Slug 只能包含字母、數字、底線和連字號",
+    "Group #{{index}} slug cannot exceed 100 characters": "第 {{index}} 個分組的 Slug 長度不能超過 100 字元",
+    "Group #{{index}} URL cannot exceed 500 characters": "第 {{index}} 個分組的 URL 長度不能超過 500 字元",
     "Group added. Click \"Save Settings\" to apply.": "組已新增。點擊「儲存設定」以套用。",
+    "Group blacklist": "分組黑名單",
     "Group channels by tag for batch operations": "按標籤對渠道進行分組以進行大量操作",
     "Group config overrides global limits, shares the same period": "分組設定覆蓋全局限制，共享同一周期",
     "Group deleted. Click \"Save Settings\" to apply.": "組已刪除。點擊「儲存設定」以套用。",
@@ -2765,15 +3101,21 @@
     "Group is required": "組是必需的",
     "Group name": "分組名稱",
     "Group Name": "分組名稱",
+    "Group name already exists": "組名稱已存在",
+    "Group name and type cannot be empty": "組名稱和類型不能為空",
     "Group name cannot be changed when editing.": "編輯時無法更改組名稱。",
+    "Group pool": "统一分组池",
     "Group prices cannot be expanded because this expression is not a standard tiered pricing expression.": "該表達式不是標準分檔收費表達式，無法展開分組價格。",
     "Group Pricing": "分組定價",
-    "How a session is identified and which channel it keeps.": "定義如何識別工作階段及其使用的通道。",
     "Group pricing usage guide": "分組定價使用教學",
     "group ratio": "分組倍率",
     "Group Ratio": "分組倍率",
     "Group ratios": "分組比例",
+    "Group settings": "分組設定",
+    "Group Status": "Group Status",
+    "Group tags": "Group tags",
     "Group updated. Click \"Save Settings\" to apply.": "組已更新。點擊「儲存設定」以套用。",
+    "Group visibility": "分組可見性",
     "Group-based rate limits": "基於分組的速率限制",
     "Group:": "分組：",
     "Group: {{ratio}}x": "分組：{{ratio}}x",
@@ -2799,6 +3141,7 @@
     "Header Name": "請求頭名稱",
     "Header navigation": "頂部導航",
     "Header Override": "標頭覆蓋",
+    "Header override must be valid JSON format": "請求標頭覆蓋必須是合法的 JSON 格式",
     "Header Passthrough (X-Request-Id)": "請求頭透傳（X-Request-Id）",
     "Header Value (supports string or JSON mapping)": "請求頭值（支援字串或 JSON 映射）",
     "header. Anthropic-formatted endpoints accept the": " 請求頭。Anthropic 格式的端點也接受",
@@ -2820,6 +3163,7 @@
     "Hide sensitive data": "隱藏敏感數據",
     "Hide setup guide": "隱藏設定引導",
     "High Performance": "高效能",
+    "High throughput first": "高吞吐優先",
     "High-risk operation confirmation": "高危操作確認",
     "High-risk status code retry confirmation text": "我已了解多重計費與崩潰風險，確認開啟",
     "High-risk status code retry input mismatch": "輸入內容與要求不一致",
@@ -2833,6 +3177,7 @@
     "Historical capitalization": "歷史大小寫",
     "Historical tokens": "歷史權杖",
     "Historical Usage": "歷史使用情況",
+    "History": "History",
     "History of MjProxy-style image tasks.": "MjProxy 風格圖像任務歷史。",
     "Hit criteria: If cached tokens exist in usage, it counts as a hit.": "命中判定：usage 中存在 cached tokens 即視為命中。",
     "Hit Rate": "命中率",
@@ -2848,6 +3193,7 @@
     "Hourly token usage by model over the past 24 hours": "過去 24 小時內按模型分佈的小時級 Token 使用量",
     "hours": "小時",
     "How a call is priced": "一次呼叫如何計價",
+    "How a session is identified and which channel it keeps.": "定義如何識別工作階段及其使用的通道。",
     "How client credentials are sent to the token endpoint": "用戶端憑證如何發送至令牌端點",
     "How frequently the system checks auto-disabled channels for recovery": "系統檢查自動停用渠道是否可恢復的頻率",
     "How frequently the system tests all channels": "系統測試所有渠道的頻率",
@@ -2863,6 +3209,7 @@
     "How will you use the platform?": "您將如何使用本平台？",
     "HTTP Protocol": "HTTP 協定",
     "HTTP protocol must be Auto or HTTP/1.1": "HTTP 協定必須是自動或 HTTP/1.1",
+    "HTTP status": "HTTP status",
     "HTTP/1.1": "HTTP/1.1",
     "HTTP/2 Connection Shards": "HTTP/2 連線分片",
     "HTTP/2 connection shards are unavailable when HTTP/1.1 is selected.": "選擇 HTTP/1.1 時無法使用 HTTP/2 連線分片。",
@@ -2893,12 +3240,17 @@
     "I have read and agree to the": "我已閱讀並同意",
     "I have read and understood the above compliance reminder": "我已閱讀並理解上述合規提醒",
     "I have read and understood the above compliance reminder, acknowledge the related legal risks, and confirm that I bear legal responsibility arising from deployment, operation, and charging behavior.": "我已閱讀並理解上述合規提醒，確認相關法律風險，並確認承擔因部署、運營和收費行為產生的法律責任。",
+    "I understand": "I understand",
     "I understand that disabling 2FA removes its authenticator and backup codes.": "我了解，停用 2FA 會移除驗證器驗證方式及其備用碼。",
     "I understand that disabling 2FA will remove all protection and backup codes": "我理解停用 2FA 將移除所有保護和備份代碼",
+    "I understand the charges, enable and save": "I understand the charges, enable and save",
     "Icon": "圖標",
     "Icon file must be 100 KB or smaller": "圖標檔案必須小於等於 100 KB",
     "Icon identifier (e.g. github, gitlab)": "圖標標識符（例如 github、gitlab）",
     "ID": "ID",
+    "ID is empty": "ID 為空",
+    "ID is empty!": "ID 為空！",
+    "Identifier source": "Identifier source",
     "If an upstream error contains any of these keywords (case insensitive), the channel will be disabled automatically.": "如果上游錯誤包含以下任何關鍵詞（不區分大小寫），渠道將自動停用。",
     "If authorization succeeds, the generated JSON will be inserted into the key field. You still need to save the channel to persist it.": "授權成功後，生成的 JSON 將插入金鑰欄位。您仍需儲存渠道以持久化。",
     "If connecting to upstream One API or New API relay projects, use OpenAI type instead unless you know what you are doing": "如果連接上游 One API 或 New API 中繼項目，除非您知道自己在做什麼，否則請使用 OpenAI 類型",
@@ -2918,10 +3270,12 @@
     "Image Cache": "圖片快取",
     "Image cache input price": "圖片快取輸入價格",
     "Image count": "圖片數量",
+    "Image count {{count}}": "生成數量 {{count}}",
     "Image Generation": "圖片生成",
     "Image In": "圖像輸入",
     "Image input": "圖片輸入",
     "Image input price": "圖像輸入價格",
+    "Image input unavailable": "圖片輸入不可用",
     "Image not available": "圖片不可用",
     "Image Out": "圖像輸出",
     "Image output price": "圖像輸出價格",
@@ -2940,6 +3294,7 @@
     "In Progress": "進行中",
     "In the visual editor these appear as Extra visible and Hidden. In JSON, +: (or no prefix) adds a group and -: removes one.": "在可視化編輯器中顯示為「額外可見」和「屏蔽」。在 JSON 中，+:（或無前綴）表示新增分組，-: 表示移除分組。",
     "In:": "入：",
+    "Inactive disk cache cleared": "不活躍的磁碟快取已清理",
     "incident": "次故障",
     "incidents": "次故障",
     "Incidents": "事件",
@@ -2950,6 +3305,7 @@
     "Include name": "包含名稱",
     "Include quota": "包含額度",
     "Include Rule Name": "包含規則名",
+    "Includes changes that require security verification, such as password, two-factor settings, and account deletion.": "包含需要安全驗證的變更，例如密碼、兩步驗證設定和刪除帳戶。",
     "Includes request rules": "包含請求規則",
     "Includes tool-call surcharge": "包含工具呼叫附加費",
     "Including failed requests, 0 = unlimited": "包括失敗的請求，0 = 無限制",
@@ -2959,6 +3315,8 @@
     "Incoming path must not include query": "入口路徑不能包含 query",
     "Incoming path must start with /": "入口路徑必須以 / 開頭",
     "Incomplete": "未完成",
+    "Incomplete capability": "能力殘缺",
+    "Inconclusive sample": "结果不确定",
     "Increase quota for user “{{name}}”": "增加使用者「{{name}}」的額度",
     "Increase user quota": "增加使用者額度",
     "Increased user quota by {{quota}}": "增加用戶額度 {{quota}}",
@@ -2966,8 +3324,10 @@
     "Index request failed with HTTP {{status}}": "索引請求失敗，HTTP {{status}}",
     "Index URL": "索引 URL",
     "Information unavailable": "暫時無法讀取",
+    "Inherit global Auto": "继承全局 Auto",
     "Inherit global Auto order": "繼承全域 Auto 順序",
     "Inherit global default": "沿用全域預設",
+    "Inherit user group": "跟随用户分组",
     "Inherit vendor icon": "繼承供應商圖示",
     "Inherited": "繼承",
     "Inherited from {{vendor}}": "繼承自 {{vendor}}",
@@ -2979,18 +3339,24 @@
     "Initializing…": "正在初始化…",
     "Inpaint": "局部重繪",
     "Input": "輸入",
+    "Input / Output / Cache": "输入 / 输出 / 缓存读取",
     "Input mode": "輸入模式",
+    "Input pre-consume multiplier": "輸入預扣倍率",
     "Input price": "輸入價格",
     "Input price is required before saving dependent prices.": "儲存依賴價格前必須先填寫輸入價格。",
+    "Input Price: High to Low": "輸入價格：從高到低",
+    "Input Price: Low to High": "輸入價格：從低到高",
     "Input token rate": "輸入 Token 速率",
     "Input tokens": "輸入 token",
     "Input Tokens": "輸入 Token",
+    "Insert a new priority tier": "插入新優先級",
     "Inset": "內嵌",
     "Inspect requests, errors, and billing details": "查看請求、錯誤和收費詳情",
     "Inspect user prompts": "檢查用戶提示",
     "Install": "安裝",
     "Install {{name}}": "安裝 {{name}}",
     "Install and enable": "安裝並啟用",
+    "Install, configure, test, and remove task plugins.": "安裝、設定、測試和移除任務外掛。",
     "Installed": "已安裝",
     "Installed {{name}} v{{version}}": "已安裝 {{name}} v{{version}}",
     "Installed v{{from}} → marketplace v{{to}}": "已安裝 v{{from}} → 市集 v{{to}}",
@@ -3014,13 +3380,30 @@
     "Interval must be at least 1 minute": "間隔必須至少為 1 分鐘",
     "Invalid (NaN)": "無效 (NaN)",
     "Invalid adjustment parameters": "額度調整參數無效",
+    "Invalid announcements format: {{error}}": "系統公告格式錯誤：{{error}}",
+    "Invalid API info format: {{error}}": "API 資訊格式錯誤：{{error}}",
+    "Invalid authorization code": "無效的授權碼",
+    "Invalid Bark push URL": "無效的 Bark 推送 URL",
+    "Invalid billing expression for model {{model}}: {{error}}": "模型 {{model}} 的計費運算式無效：{{error}}",
     "Invalid channel header override": "管道請求標頭覆寫設定無效",
+    "Invalid channel ID": "渠道 ID 格式錯誤",
+    "Invalid channel priority move": "無效的通道優先級調整",
     "Invalid channel proxy": "管道代理設定無效",
+    "Invalid channel settings format: {{error}}": "渠道額外設定格式錯誤：{{error}}",
     "Invalid chat link. Please contact the administrator.": "無效的聊天連結。請聯絡管理員。",
     "Invalid chat link. Please contact your administrator.": "無效的聊天連結。請聯絡您的管理員。",
     "Invalid code": "無效代碼",
+    "Invalid Discovery URL. Only http and https are supported": "Discovery URL 無效，僅支援 http/https",
+    "Invalid email address": "無效的電子郵件地址",
     "Invalid expression syntax": "運算式語法無效",
+    "Invalid FAQ format: {{error}}": "FAQ 資訊格式錯誤：{{error}}",
+    "Invalid Gotify server URL": "無效的 Gotify 伺服器位址",
+    "Invalid group blacklist": "分組黑名單無效",
+    "Invalid group pool or model rule": "分组池或模型规则无效，请检查空值、重复项、引用和数量上限",
+    "Invalid ID": "無效的 ID",
     "Invalid inference server address": "推論服務位址無效",
+    "Invalid input": "輸入不合法",
+    "Invalid input {{error}}": "輸入不合法 {{error}}",
     "Invalid items format": "項目格式無效",
     "Invalid JSON": "JSON 無效",
     "Invalid JSON format": "無效的 JSON 格式",
@@ -3028,11 +3411,19 @@
     "Invalid JSON in parameter override template": "參數覆蓋模板中的 JSON 格式無效",
     "Invalid JSON string.": "無效的 JSON 字串。",
     "Invalid model mapping format": "無效的模型映射格式",
+    "Invalid parameters": "無效的參數",
     "Invalid Passkey domain. Enter a domain without a scheme, port, path or wildcard.": "通行金鑰網域無效。請填寫網域，不包含通訊協定、連接埠、路徑或萬用字元。",
+    "Invalid Passkey login state": "Passkey 登入狀態異常",
     "Invalid Passkey registration response": "無效的 Passkey 註冊回應",
     "Invalid Passkey response": "無效的 Passkey 回應",
+    "Invalid Passkey verification request": "無效的 Passkey 驗證請求",
     "Invalid payment redirect URL": "無效的支付跳轉連結",
     "Invalid pricing value": "定價值無效",
+    "Invalid provider ID": "無效的供應商 ID",
+    "Invalid request": "無效的請求",
+    "Invalid request body.": "無效的請求內容。",
+    "Invalid request parameter format": "請求參數格式錯誤",
+    "Invalid request parameters: {{error}}": "無效的請求參數: {{error}}",
     "Invalid reset link, please request a new password reset": "無效的重置連結，請請求新的密碼重置",
     "Invalid reset link, please request a new password reset.": "無效的重置連結，請請求新的密碼重置。",
     "Invalid response": "回應無效",
@@ -3040,12 +3431,21 @@
     "Invalid status code mapping entries: {{entries}}": "無效的狀態碼映射條目：{{entries}}",
     "Invalid status code rules": "狀態碼規則無效",
     "Invalid status code rules: {{tokens}}": "無效的狀態碼規則：{{tokens}}",
+    "Invalid subscription ID": "無效的訂閱ID",
+    "Invalid top-up amount": "儲值數量無效",
+    "Invalid top-up quota": "無效的充值額度",
+    "Invalid Uptime Kuma group settings format: {{error}}": "Uptime Kuma 分組設定格式錯誤：{{error}}",
+    "Invalid user ID": "無效的使用者 ID",
     "Invalid vLLM server address": "vLLM 服務位址無效",
+    "Invalid warning type": "無效的預警類型",
+    "Invalid Webhook URL": "無效的 Webhook 位址",
     "Invalidate": "作廢",
     "Invalidated": "已作廢",
     "Invert match": "反向匹配",
     "Invitation Code": "邀請碼",
+    "Invitation code bonus {{quota}}": "使用邀請碼贈送 {{quota}}",
     "Invitation Quota": "邀請額度",
+    "Invitation quota is insufficient!": "邀請額度不足！",
     "Invite Info": "邀請資訊",
     "Invited": "已邀請",
     "Invited {{count}} users": "邀請 {{count}} 人",
@@ -3053,9 +3453,11 @@
     "Invited Users": "受邀用戶",
     "Invitee Reward": "受邀者獎勵",
     "Inviter": "邀請人",
+    "Inviter ID: {{id}}": "邀請人 ID：{{id}}",
     "Inviter Reward": "邀請者獎勵",
     "Invites": "邀請",
     "Invoke developer-defined functions with structured arguments": "使用結構化參數呼叫開發者定義的函數",
+    "InvokeModel (legacy)": "InvokeModel（舊介面）",
     "io.net API Key": "io.net API 金鑰",
     "io.net Deployments": "io.net 部署",
     "IP": "IP",
@@ -3065,7 +3467,6 @@
     "IP Whitelist (supports CIDR)": "IP 白名單（支援 CIDR 表達式）",
     "IP: {{ip}} · Method: {{method}}": "IP：{{ip}} · 登入方式：{{method}}",
     "is less than the configured maximum cache size": "小於設定的最大緩存大小",
-    "Later requests follow the new channel.": "後續請求改用新渠道。",
     "is the default price; ": "為預設價格；",
     "It seems like the page you're looking for": "您要查找的頁面似乎",
     "Items": "條目",
@@ -3073,6 +3474,7 @@
     "JavaScript file": "JavaScript 文件",
     "Jimeng": "Jimeng",
     "Jina": "Jina",
+    "Join the same priority tier": "加入同一優先級",
     "JSON": "JSON",
     "JSON array of group identifiers. When enabled below, new tokens rotate through this list.": "分組標識符的 JSON 陣列。在下方啟用時，新令牌將在此清單中輪換。",
     "JSON Editor": "JSON 編輯",
@@ -3104,14 +3506,20 @@
     "Keep original value": "保留原值",
     "Keep original value (skip if target exists)": "保留原值（目標已有值時不覆蓋）",
     "Keep the domains used by existing Passkeys, one per line. If the primary domain changed from www.example.com to example.com, enter www.example.com here.": "每行填寫一個既有通行金鑰使用的網域。例如，主要網域從 www.example.com 改為 example.com 後，應在此保留 www.example.com。",
+    "Keep the names users call; change what is sent upstream.": "保留使用者呼叫的名稱，只修改傳給上游的名稱。",
     "Keep the platform ready": "保持平台就緒",
     "Keep the session binding when the channel is unavailable": "渠道無法使用時保留工作階段綁定",
     "Keep this above 1 minute to avoid heavy database load": "保持此值大於 1 分鐘以避免資料庫負載過重",
     "Keep this vendor": "保留此供應商",
+    "Keep upstream names; choose what users call.": "保留上游名稱，設定使用者呼叫的名稱。",
     "Keep-alive Ping": "保持連線心跳",
     "Keeps compatible responses more repeatable": "讓相容模型的回覆更可重現",
     "Key": "金鑰",
+    "Key deleted": "金鑰已刪除",
+    "Key disabled": "金鑰已停用",
+    "Key enabled": "金鑰已啟用",
     "Key Fingerprint": "Key 指紋",
+    "Key index out of range": "金鑰索引超出範圍",
     "Key Sources": "Key 來源",
     "Key Summary": "Key 摘要",
     "Key Update Mode": "金鑰更新模式",
@@ -3126,8 +3534,11 @@
     "Language preference saved": "語言偏好已儲存",
     "Language Preferences": "語言偏好",
     "Language preferences sync across your signed-in devices and affect API error messages.": "語言偏好會同步到您登入的所有設備，並影響 API 錯誤訊息語言。",
+    "Last 18 checks": "Last 18 checks",
+    "Last 24 hours, all users. Actual charges divided by total input and output tokens. Historical average, not a price quote.": "Last 24 hours, all users. Actual charges divided by total input and output tokens. Historical average, not a price quote.",
     "Last 24h usage": "近 24 小時消耗",
     "Last 30 days uptime": "近 30 天可用率",
+    "Last 6 hours": "最近 6 小时",
     "Last active {{time}} · Expires {{expires}}": "最後活動於 {{time}} · 到期時間 {{expires}}",
     "Last check time": "上次檢測時間",
     "Last detected addable models": "上次檢測到可加入模型",
@@ -3137,14 +3548,16 @@
     "Last Tested": "上次測試",
     "Last updated": "最後更新",
     "Last updated:": "上次更新時間：",
-    "Last used": "上次使用",
     "Last Used": "最後使用",
-    "Last used IP": "上次使用 IP",
+    "Last used {{time}}": "最後使用於 {{time}}",
     "Last used:": "上次使用時間：",
     "Latency": "延遲",
     "Latency check": "延遲檢測",
     "Latency short": "延遲",
     "Latency trend (last 24h)": "延遲趨勢（最近 24 小時）",
+    "Later": "稍後",
+    "Later requests follow the new channel.": "後續請求改用新渠道。",
+    "Latest 30 valid calls per model; first-token time uses streaming calls. Model tests fill missing samples. Throughput is output tokens divided by total request time.": "各模型最近 30 次有效呼叫均值；首字取串流呼叫，無樣本時使用模型測試。吞吐量 = 輸出 tokens / 請求總耗時。",
     "Latest platform updates and notices": "最新平台更新和通知",
     "Latest version": "最新版本",
     "Lavender Dream": "薰衣草夢",
@@ -3169,15 +3582,19 @@
     "Leave empty to use account email": "留空以使用用戶電郵",
     "Leave empty to use default": "留空使用預設",
     "Leave empty to use system temp directory": "留空使用系統臨時目錄",
+    "Leave empty to use the site default ({{amount}})": "留空則使用系統預設值（{{amount}}）",
     "Leave empty to use username": "留空以使用用戶名",
     "Leave the final split empty as the fallback for models not matched above.": "將最後一個分流留空作為兜底，用於匹配前面未命中的模型。",
     "Leave this empty only for the final fallback split; it catches client models not matched above.": "只有最後一個兜底分流可以留空；它會匹配前面未命中的客戶端模型。",
     "Left to Right": "從左到右",
+    "Legacy access tokens have been retired. Create a new access token in security settings": "舊版存取權杖已停用，請在安全設定中建立新的存取權杖",
+    "Legacy Astra model guard (deprecated)": "Legacy Astra model guard (deprecated)",
     "Legacy Format (JSON Object)": "舊格式（JSON 物件）",
     "Legacy format must be a JSON object": "舊格式必須是 JSON 物件",
     "Legacy Format Template": "舊格式模板",
     "Legacy full-URL integration; use Advanced Custom for new channels": "舊版完整請求網址接入方式，新渠道建議使用進階自訂",
     "Legacy pricing is deprecated. Convert the current prices to an expression draft, then save to apply it.": "舊定價模式已棄用。可將目前價格轉換為計費運算式草稿，儲存後生效。",
+    "Legacy token": "舊版令牌",
     "Legal": "法律",
     "Less": "更少",
     "Less than": "小於",
@@ -3199,6 +3616,7 @@
     "Linked account": "已綁定帳號",
     "Linked models": "關聯模型",
     "Linked records are counted once. Matching rules show their covered models separately.": "關聯數量依資料記錄統計，匹配規則涵蓋的模型數量另行顯示。",
+    "Linux DO trust level does not meet the minimum required by administrator": "Linux DO 信任等級未達到管理員設定的最低信任等級",
     "LinuxDO": "LinuxDO",
     "LinuxDO Client ID": "LinuxDO 用戶端 ID",
     "LinuxDO Client Secret": "LinuxDO 用戶端密鑰",
@@ -3208,6 +3626,11 @@
     "List view": "列表檢視",
     "Listing also depends on metadata visibility and the user’s group access.": "是否顯示亦取決於中繼資料顯示策略及使用者可用群組。",
     "Listing hidden": "已隱藏",
+    "Live group status and ModelTrace fingerprints.": "Live group status and ModelTrace fingerprints.",
+    "Live group status, model fingerprints and recent pelican works.": "查看分组状态、模型指纹与最近的鹈鹕测试作品。",
+    "Live group status, model fingerprints and recent vision works.": "查看分组状态、模型指纹与最近的图片识别测试作品。",
+    "Live group status, ModelTrace fingerprints and auxiliary Meow benchmarks.": "Live group status, ModelTrace fingerprints and auxiliary Meow benchmarks.",
+    "Live group status, ModelTrace fingerprints and candy tests.": "Live group status, ModelTrace fingerprints and candy tests.",
     "Live refresh pauses when no task is running": "無任務執行時暫停自動重新整理",
     "LLM Leaderboard": "LLM 排行榜",
     "LLM prompt helper": "LLM 輔助設計提示詞",
@@ -3216,6 +3639,7 @@
     "Load template...": "載入模板...",
     "Loader": "載入器",
     "Loading": "載入中",
+    "Loading API key settings. The empty fields below are not the saved configuration.": "Loading API key settings. The empty fields below are not the saved configuration.",
     "Loading channel details": "正在載入渠道詳情",
     "Loading configuration": "正在載入設定",
     "Loading content settings...": "正在載入內容設定...",
@@ -3231,6 +3655,7 @@
     "Loading...": "載入中...",
     "Local": "本地",
     "Local Billing": "本地收費",
+    "Local check": "本地檢查",
     "Local Estimate (billing-usage-anthropic)": "本地估算（billing-usage-anthropic）",
     "Local Estimate (billing-usage-gemini)": "本地估算（billing-usage-gemini）",
     "Local Estimate (billing-usage-openai)": "本地估算（billing-usage-openai）",
@@ -3243,10 +3668,13 @@
     "Log cleanup task started.": "日誌清理任務已啟動。",
     "Log Details": "日誌詳情",
     "Log Directory": "日誌目錄",
+    "Log export is disabled": "日誌匯出已關閉",
     "Log File Count": "日誌檔案數",
     "Log files older than {{value}} days will be deleted.": "將刪除 {{value}} 天前的日誌檔案。",
     "Log IP address for usage and error logs": "記錄用於使用和錯誤日誌的 IP 地址",
     "Log Maintenance": "日誌維護",
+    "Log recording": "日誌記錄",
+    "Log search and export": "日誌查詢與匯出",
     "Log Type": "日誌類型",
     "Logged in successfully via {{method}}": "登入成功（透過 {{method}}）",
     "Logic": "邏輯",
@@ -3262,26 +3690,31 @@
     "Logo": "徽標",
     "Logo URL": "徽標 URL",
     "Logs": "日誌",
-    "Make sure you understand these effects before enabling.": "請確認瞭解以上影響後再開啟。",
-    "Maximum retries": "最多重試次數",
     "Long passwords are unavailable until the password storage upgrade is complete.": "密碼儲存升級完成前暫不支援長密碼。",
+    "Longest log time range (days)": "日誌最長時間範圍（天）",
     "Look for a special ratio rule matching this user group and this billing group. If one exists, use its ratio. Otherwise use the billing group base ratio from the pricing table.": "查找匹配「該用戶分組 + 該收費分組」的特殊倍率規則。有就用規則裡的倍率，沒有就用定價分組表中收費分組的基礎倍率。",
     "Low balance": "餘額偏低",
+    "Low balance reminder": "餘額不足提醒",
+    "Low cost first": "Low cost first",
+    "Lower priority numbers run first. Equal priorities use round-robin. Removing a pool group also removes its rule references.": "优先级数字越小越先尝试，相同优先级轮询。删除池内分组会同时删除规则中的引用。",
     "Lowest median first-token latency": "最低首 token 延遲中位數",
     "m": "分鐘",
     "Maintenance": "維護",
     "Make extra groups visible to, or hide default groups from, users of a specific group.": "讓特定分組的用戶額外看到某些分組，或對其屏蔽預設可選的分組。",
     "Make it easier for teammates to pick the right group.": "讓隊友更容易選擇正確的分組。",
+    "Make sure you understand these effects before enabling.": "請確認瞭解以上影響後再開啟。",
     "Manage": "管理",
     "Manage account bindings for this user": "管理此用戶的用戶連結",
     "Manage Bindings": "管理連結",
     "Manage catalog visibility and pricing.": "管理目錄可見性和定價。",
     "Manage custom OAuth providers for user authentication": "管理用於用戶認證的自訂 OAuth 供應商",
+    "Manage display": "管理展示",
     "Manage Keys": "管理金鑰",
     "Manage local models for:": "管理本地模型：",
     "Manage metadata, pricing, and channel connections. Each section saves separately.": "管理資料、定價及渠道關聯，各分區分別儲存。",
     "Manage multi-key status and configuration for this channel": "管理此渠道的多金鑰狀態和設定",
     "Manage Ollama Models": "管理 Ollama 模型",
+    "Manage pricing, visibility and automatic routing for your groups.": "管理分組定價、可見範圍和自動路由順序。",
     "Manage server log files. Log files accumulate over time; regular cleanup is recommended to free disk space.": "管理伺服器執行日誌檔案。日誌檔案會隨執行時間不斷累積，建議定期清理以釋放磁碟空間。",
     "Manage sources": "管理來源",
     "Manage subscription plans and pricing.": "管理訂閱計劃和定價。",
@@ -3290,7 +3723,10 @@
     "Manage Vendors": "管理供應商",
     "Manage your LinuxDO OAuth app": "管理你的 LinuxDO OAuth 應用程式",
     "Manage your security settings and account access": "管理您的安全設定和用戶存取",
+    "Mantle (Messages API)": "Mantle（Messages API）",
+    "Manual detection uses your wallet balance.": "主动检测将消耗你的钱包额度。",
     "Manual Disabled": "手動停用",
+    "Manual labels only; they do not change pricing, permissions or routing. Save new groups before editing their tags.": "Manual labels only; they do not change pricing, permissions or routing. Save new groups before editing their tags.",
     "Map fields from the user info response to local user attributes. Supports nested paths (e.g. ocs.data.id).": "將用戶資訊回應中的欄位映射到本地用戶屬性。支援嵌套路徑（例如 ocs.data.id）。",
     "Map model identifiers to Gemini API versions. A `default` entry applies when no specific match is found.": "將模型標識符映射到 Gemini API 版本。當未找到特定匹配項時，將套用 `default` 條目。",
     "Map request model names to actual provider model names (JSON format)": "將請求模型名稱映射到實際供應商模型名稱 (JSON 格式)",
@@ -3333,6 +3769,7 @@
     "Max Successful Requests": "最大成功請求數",
     "Max Tokens": "最大 Tokens",
     "Maximum {{max}} groups selected": "已達到 {{max}} 個分組上限",
+    "Maximum 100 redemption codes can be generated at once": "一次兌換碼批量生成的個數不能大於 100",
     "Maximum 1000 characters. Supports Markdown and HTML.": "最多 1000 個字元。支援 Markdown 和 HTML。",
     "Maximum 200 characters": "最多 200 個字元",
     "Maximum 500 characters. Supports Markdown and HTML.": "最多 500 個字元。支援 Markdown 和 HTML。",
@@ -3343,7 +3780,9 @@
     "Maximum number of channels tested at the same time (1-32)": "同時測試的最大渠道數（1-32）",
     "Maximum number of tokens each user can create. Default 1000. Setting too large may affect performance.": "每個用戶可建立的最大令牌數量。預設 1000。設定過大可能會影響效能。",
     "Maximum number of tokens in the response": "回應中最大 token 數",
+    "Maximum number of tokens reached ({{max}})": "已達到最大令牌數量限制（{{max}}）",
     "Maximum quota amount awarded for check-in": "簽到獎勵的最大額度",
+    "Maximum retries": "最多重試次數",
     "Maximum tokens including hidden reasoning tokens": "最大 token 數（含隱藏的推理 token）",
     "Maximum tokens per response": "單次回應最大 token 數",
     "Maximum tokens per user": "每個用戶的最大令牌數",
@@ -3361,6 +3800,10 @@
     "Memory": "記憶體",
     "Memory Hits": "記憶體命中",
     "Memory Threshold (%)": "記憶體閾值 (%)",
+    "Meow benchmark · auxiliary": "Meow benchmark · auxiliary",
+    "Meow quick test · 32 probes per channel.": "meow 快速检测 · 每个渠道 32 次请求。",
+    "Meow results are auxiliary and do not affect the fingerprint downgrade rate.": "Meow results are auxiliary and do not affect the fingerprint downgrade rate.",
+    "Meow strong evidence for Astra counts as matched; strong evidence for another model counts as downgraded. Inconclusive rounds are excluded. Pelican quality is assessed separately.": "meow 强指向 Astra 即为指纹通过；强指向其他模型才计入降级。证据不足的轮次不计入。鹈鹕能力表现独立评估。",
     "Merchant ID": "商戶 ID",
     "Merchant ID is required": "商戶 ID 為必填項",
     "Merge into Other": "合併為其他",
@@ -3379,6 +3822,7 @@
     "Min Top-up": "最低儲值",
     "Min Top-up:": "最低儲值：",
     "MiniMax": "MiniMax",
+    "Minimum {{amount}}": "最低 {{amount}}",
     "Minimum check-in quota": "簽到最小額度",
     "Minimum LinuxDO trust level required": "所需的最低 LinuxDO 信任級別",
     "Minimum quota amount awarded for check-in": "簽到獎勵的最小額度",
@@ -3389,6 +3833,7 @@
     "Minimum top-up amount must be at least 1": "最低儲值金額至少為 1",
     "Minimum top-up quantity": "最低儲值數量",
     "Minimum topup amount: {{amount}}": "最低儲值金額：{{amount}}",
+    "Minimum transfer quota is {{min}}!": "轉移額度最小為{{min}}！",
     "Minimum Trust Level": "最低信任級別",
     "Minimum:": "最低：",
     "Minor blips in the last 30 days": "近 30 天內有輕微抖動",
@@ -3396,9 +3841,13 @@
     "Minute": "分鐘",
     "minutes": "分鐘",
     "Missing code": "缺少代碼",
+    "Missing group ID": "缺少組 ID",
     "Missing metadata": "缺中繼資料",
+    "Missing model ID": "缺少模型 ID",
     "Missing Models": "缺失的模型",
+    "Missing parameter rule_name, or use all=true to clear everything": "缺少參數：rule_name，或使用 all=true 清空全部",
     "Missing user data from Passkey login response": "Passkey 登入回應中缺少用戶數據",
+    "Missing vendor ID": "缺少供應商 ID",
     "Mistral": "Mistral",
     "MjProxy": "MjProxy",
     "MjProxyPlus": "MjProxyPlus",
@@ -3422,10 +3871,14 @@
     "Model deployment service is disabled": "模型部署服務未啟用",
     "Model Description": "模型描述",
     "Model details": "模型詳情",
+    "Model detection is always active. When off, mismatched results are delivered and logged. When on, mismatched results are rejected and a safe channel switch is attempted.": "Model detection is always active. When off, mismatched results are delivered and logged. When on, mismatched results are rejected and a safe channel switch is attempted.",
     "Model disabled successfully": "模型停用成功",
     "Model discovery uses the first key; other keys are not tested.": "使用第一個金鑰取得模型，其他金鑰尚未測試。",
     "Model discovery uses the saved channel connection settings.": "取得模型時使用通道已儲存的連線設定。",
     "Model enabled successfully": "模型啟用成功",
+    "Model fingerprint": "模型指纹",
+    "Model fixed price {{model_price}}, group ratio {{group_ratio}}, action {{action}}": "模型固定價格 {{model_price}}，分組倍率 {{group_ratio}}，操作 {{action}}",
+    "Model fixed price {{model_price}}, group ratio {{group_ratio}}, action {{action}}, ID {{id}}": "模型固定價格 {{model_price}}，分組倍率 {{group_ratio}}，操作 {{action}}，ID {{id}}",
     "Model fixed pricing": "模型固定定價",
     "Model Group": "模型分組",
     "Model hidden from model square": "已從模型廣場隱藏",
@@ -3445,14 +3898,20 @@
     "Model mappings are being edited in the floating panel.": "模型映射正在浮動面板中編輯。",
     "Model metadata": "模型資料",
     "Model metadata saved": "模型資料已儲存",
+    "Model mismatch allowed": "Model mismatch allowed",
     "Model name": "模型名稱",
     "Model Name": "模型名稱",
     "Model Name *": "模型名稱 *",
+    "Model name already exists": "模型名稱已存在",
+    "Model name cannot be empty": "模型名稱不能為空",
     "Model name is required": "模型名稱為必填項",
+    "Model name is too long: {{model}}": "模型名稱過長：{{model}}",
     "Model names copied to clipboard": "模型名稱已複製到剪貼簿",
     "Model not found": "模型未找到",
     "Model performance metrics": "模型效能指標",
+    "Model preferences": "模型优先规则",
     "Model Price": "模型價格",
+    "Model price {{model_price}}, group ratio {{group_ratio}}": "模型價格 {{model_price}}，分組倍率 {{group_ratio}}",
     "Model price is not configured. Please complete model pricing in settings.": "模型價格未設定，請前往設定補充模型價格。",
     "Model Price Not Configured": "模型價格未設定",
     "Model prices": "模型價格",
@@ -3462,13 +3921,16 @@
     "Model pricing saved": "模型定價已儲存",
     "Model pull failed: {{msg}}": "模型拉取失敗：{{msg}}",
     "Model ratio": "模型倍率",
+    "Model ratio {{model_ratio}}, completion ratio {{completion_ratio}}, audio ratio {{audio_ratio}}, audio completion ratio {{audio_completion_ratio}}, group ratio {{group_ratio}}": "模型倍率 {{model_ratio}}，補全倍率 {{completion_ratio}}，音訊倍率 {{audio_ratio}}，音訊補全倍率 {{audio_completion_ratio}}，分組倍率 {{group_ratio}}",
     "Model ratios": "模型比例",
+    "Model ratios reset": "重設模型倍率成功",
     "Model ratios reset successfully": "模型比例重置成功",
     "Model redirect is unavailable": "模型重新導向不可用",
     "Model redirects": "模型重新導向",
     "Model Regex": "模型正則",
     "Model Regex (one per line)": "模型正則（每行一個）",
     "Model regex cannot be empty": "模型正則不能為空",
+    "Model rules": "模型规则",
     "Model scope": "模型範圍",
     "Model selected": "已選擇模型",
     "Model shown in model square": "已在模型廣場顯示",
@@ -3476,8 +3938,21 @@
     "Model Square": "模型廣場",
     "Model square visibility": "廣場顯示",
     "Model Tags": "模型標籤",
+    "Model test": "模型測試",
     "Model to use for testing": "用於測試的模型",
     "Model to use when testing channel connectivity": "測試渠道連接時使用的模型",
+    "Model verification": "Model verification",
+    "Model verification: accepted": "模型校验通过",
+    "Model verification: confirmation_buffer_limit": "Model confirmation data exceeded limit",
+    "Model verification: confirmation_timeout": "Model confirmation timed out",
+    "Model verification: mismatch_allowed": "Model verification: mismatch_allowed",
+    "Model verification: mismatch_rejected": "Model verification: mismatch_rejected",
+    "Model verification: missing_model": "Upstream model missing",
+    "Model verification: model_mismatch": "Response model mismatch",
+    "Model verification: pending": "等待模型确认",
+    "Model verification: switched_success": "Switched successfully",
+    "Model verification: transport_error": "Transport error",
+    "Model verification: unchecked": "模型校验未开启",
     "Model Version": "模型版本",
     "Model Version *": "模型版本 *",
     "Model-scoped only": "僅模型分流",
@@ -3508,13 +3983,16 @@
     "Models updated successfully": "模型更新成功",
     "Models used on this site": "本站使用的模型",
     "models.dev pricing preset": "models.dev 定價預設",
+    "ModelTrace · 3 independent probes per channel.": "ModelTrace · 3 independent probes per channel.",
+    "ModelTrace fingerprint": "ModelTrace fingerprint",
+    "ModelTrace is the primary signal. Three valid probes, at least 80% candidate probability and a 0.5 score gap are required for classification. Other rounds are inconclusive. Probabilities are relative to the candidate bank.": "ModelTrace is the primary signal. Three valid probes, at least 80% candidate probability and a 0.5 score gap are required for classification. Other rounds are inconclusive. Probabilities are relative to the candidate bank.",
     "Modify existing subscription plan configuration": "修改現有訂閱套餐的設定",
     "Module availability": "模組可用性",
     "MokaAI": "MokaAI",
     "Monitor": "監控",
     "Monitor balance, usage, and request volume": "監控餘額、用量和請求量",
     "Monitored relay requests": "已監控的中繼請求",
-    "Monitoring & Alerts": "監控與警報",
+    "Monitoring status": "Monitoring status",
     "Month": "本月",
     "Month number": "月份",
     "Monthly": "每月",
@@ -3536,6 +4014,7 @@
     "Move {{group}} up": "將 {{group}} 上移",
     "Move a request header": "移動請求頭",
     "Move affiliate rewards to your main balance": "將推廣獎勵轉移到您的主餘額",
+    "Move channels into a priority tier or between tiers. Priority values update automatically.": "將渠道拖入同級或插入新的優先級，數值會自動計算。",
     "Move fallback to end": "兜底移到最後",
     "Move Field": "移動欄位",
     "Move Header": "移動請求頭",
@@ -3545,6 +4024,7 @@
     "Move source field to target field": "把來源欄位移動到目標欄位",
     "ms": "毫秒",
     "Multi-key channel: Keys will be": "多金鑰渠道：金鑰將",
+    "Multi-key channels do not support balance queries": "多金鑰渠道不支援餘額查詢",
     "Multi-Key Management": "多金鑰管理",
     "Multi-key management {{action}} on channel (ID: {{id}})": "對渠道（ID: {{id}}）執行多金鑰管理操作 {{action}}",
     "Multi-Key Mode (multiple keys, one channel)": "多金鑰模式（多個金鑰，一個渠道）",
@@ -3568,6 +4048,8 @@
     "Multipliers for recharge pricing based on user groups.": "基於用戶分組的儲值定價倍率。",
     "Must be a valid URL": "必須是有效的 URL",
     "Must be at least 8 characters": "必須至少 8 個字元",
+    "Must be greater than 0": "必須大於 0",
+    "Must be greater than or equal to 0": "必須大於或等於 0",
     "My Subscriptions": "我的訂閱",
     "my-status": "我的狀態",
     "MySQL detected": "偵測到 MySQL",
@@ -3580,6 +4062,7 @@
     "Name is available": "名稱可用",
     "Name is not available": "名稱不可用",
     "Name Matching Rule": "名稱匹配規則",
+    "Name must be 64 characters or fewer": "名稱不能超過 64 個字元",
     "Name must be between {{min}} and {{max}} characters": "名稱必須介於 {{min}} 到 {{max}} 個字元之間",
     "Name Rule": "名稱規則",
     "Name Suffix": "名稱後綴",
@@ -3603,6 +4086,7 @@
     "Network proxy for this channel (supports HTTP, HTTPS, SOCKS5, and SOCKS5H)": "此渠道的網路代理（支援 HTTP、HTTPS、SOCKS5 和 SOCKS5H）",
     "Never": "永不",
     "Never expires": "永不過期",
+    "Never used": "從未使用",
     "Never used an API Gateway?": "從未使用過 API 閘道/中轉 API？",
     "NEW": "新",
     "New API": "New API",
@@ -3616,6 +4100,7 @@
     "New metadata": "新增資料",
     "New model": "新模型",
     "New Models ({{count}})": "新模型 ({{count}})",
+    "New models: all metadata shown below will be imported automatically. No selection is needed.": "新模型：將自動匯入下方顯示的全部資料，無需勾選。",
     "New name will be:": "新名稱將是：",
     "New Passkeys use the primary domain. Compatible domains keep existing Passkeys working.": "新通行金鑰使用主要網域，既有通行金鑰可透過相容網域繼續使用。",
     "New Passkeys use this domain. Enter a domain without https://, a port or a path. An empty field uses the system website address.": "新通行金鑰使用此網域。只填寫網域，不包含 https://、連接埠或路徑；留空時使用系統網站位址。",
@@ -3623,8 +4108,12 @@
     "New password": "新密碼",
     "New Password": "新密碼",
     "New password must be different from current password": "新密碼必須與目前密碼不同",
+    "New priority: {{priority}}": "新優先級：{{priority}}",
+    "New priority: {{priority}} · {{count}} channels affected": "新優先級：{{priority}} · 影響 {{count}} 個通道",
     "New records include the fields below. Existing fields are kept unless explicitly selected.": "新增記錄將包含下列欄位；既有記錄僅覆寫明確勾選的欄位。",
     "New User Quota": "新用戶配額",
+    "New user registration has been disabled by administrator": "管理員關閉了新使用者註冊",
+    "New user sign-up bonus {{quota}}": "新使用者註冊贈送 {{quota}}",
     "New value": "新值",
     "New vendors": "新增供應商",
     "New version available: {{version}}": "有新版本可用：{{version}}",
@@ -3636,6 +4125,7 @@
     "Next reset": "下一次重置",
     "No": "否",
     "No About Content Set": "未設定關於內容",
+    "No access tokens": "尚無存取令牌",
     "No Active": "無生效",
     "No active login sessions": "沒有使用中的登入工作階段",
     "No active system tasks.": "暫無進行中的系統任務。",
@@ -3652,11 +4142,16 @@
     "No app usage data available for this model.": "該模型暫無套用使用數據。",
     "No apps match the selected filters": "沒有匹配篩選條件的套用",
     "No Auth": "無認證",
+    "No auto groups configured": "尚未設定自動分組",
+    "No auto-disabled keys to delete": "沒有需要刪除的自動停用金鑰",
+    "No available channel": "No available channel",
     "No available channels": "無可用渠道",
+    "No available groups": "没有可用分组",
     "No available groups in the global Auto order.": "全域 Auto 順序中目前沒有可用分組。",
     "No available models": "沒有可用模型",
     "No available Web chat links": "沒有可用的 Web 聊天連結",
     "No backup": "無備份",
+    "No backup group": "不使用備用分組",
     "No base input price": "未設定基礎輸入價格",
     "No billing parameters declared": "未宣告計費參數",
     "No billing records found": "未找到賬單記錄",
@@ -3693,6 +4188,7 @@
     "No description available.": "暫無描述。",
     "No discount tiers configured. Click \"Add discount tier\" to get started.": "未設定折扣等級。點擊「新增折扣等級」即可開始使用。",
     "No duplicate keys found": "未發現重複金鑰",
+    "No enabled Astra channels": "暂无启用的 Astra 渠道",
     "No enabled channel key": "沒有可用的管道金鑰",
     "No enabled groups": "無啟用分組",
     "No enabled tokens available": "目前沒有可用的啟用令牌",
@@ -3706,6 +4202,7 @@
     "No flow data available": "暫無分流數據",
     "No group": "未設定",
     "No group found.": "未找到分組。",
+    "No group monitors": "No group monitors",
     "No group-based rate limits configured. Click \"Add group\" to get started.": "未設定基於組的速率限制。點擊「新增組」開始使用。",
     "No groups match your search": "沒有組匹配您的搜尋",
     "No groups yet. Add a group to get started.": "暫無分組，新增一個分組開始設定。",
@@ -3719,7 +4216,11 @@
     "No integrity verification": "無完整性驗證",
     "No Inviter": "無邀請人",
     "No IP restriction": "未限制",
+    "No key index specified to delete": "未指定要刪除的金鑰索引",
+    "No key index specified to disable": "未指定要停用的金鑰索引",
+    "No key index specified to enable": "未指定要啟用的金鑰索引",
     "No keys found": "未找到金鑰",
+    "No keys to disable": "沒有可停用的金鑰",
     "No latency data available": "暫無延遲數據",
     "No linked models": "尚無關聯模型",
     "No linked OAuth provider is available.": "沒有可用的已綁定 OAuth 提供方。",
@@ -3768,14 +4269,19 @@
     "No nodes": "無節點",
     "No notable climbers right now": "目前沒有顯著上升的模型",
     "No notable drops right now": "目前沒有顯著下降的模型",
+    "No notifications are available to you right now": "目前沒有可接收的通知",
     "No parameter overrides configured.": "未設定參數覆蓋。",
     "No Passkey is registered.": "尚未註冊 Passkey。",
     "No payment methods available. Please contact administrator.": "沒有可用的支付方式。請聯絡管理員。",
     "No payment methods configured": "暫無支付方式",
     "No payment methods configured. Click \"Add method\" or use templates to get started.": "未設定支付方式。點擊「新增方式」或使用模板開始。",
     "No payment methods match your search": "沒有匹配的支付方式",
+    "No pelican works yet": "暂无鹈鹕测试作品",
     "No performance data available": "暫無效能數據",
+    "No permission to access users of same or higher level": "無權取得同級或更高等級使用者的資訊",
+    "No permission to change the 2FA settings of users at the same or higher level": "無權操作同級或更高級使用者的 2FA 設定",
     "No permission to perform this action": "無權進行此操作",
+    "No permission to update users of same or higher permission level": "無權更新同權限等級或更高權限等級的使用者資訊",
     "No plans available": "暫無可購買套餐",
     "No plugins available for binding": "目前沒有可綁定的外掛",
     "No preceding rule matched": "前面的規則均未命中",
@@ -3789,6 +4295,8 @@
     "No Quota": "無餘額",
     "No quota limit": "不限額",
     "No ratio differences found": "未發現比率差異",
+    "No recent data": "暂无近期数据",
+    "No recent detections": "暂无近期检测",
     "No recent usage": "暫無使用記錄",
     "No records": "尚無記錄",
     "No records found. Try adjusting your filters.": "未找到記錄。嘗試調整您的篩選條件。",
@@ -3812,6 +4320,7 @@
     "No separate media pricing configured.": "未設定單獨的媒體定價。",
     "No source available": "暫無原始碼",
     "No source changes": "原始碼無變更",
+    "No special ratios configured": "尚未設定特殊倍率",
     "No status code mappings configured.": "未設定狀態碼映射。",
     "No stores on this merchant yet. Set a return URL and click Create to mint your first pair.": "此商戶暫無店鋪。設定返回 URL 後點擊建立來生成第一組配對。",
     "No subscription plans yet": "暫無訂閱套餐",
@@ -3836,26 +4345,31 @@
     "No users available. Try adjusting your search or filters.": "沒有可用的用戶。請嘗試調整您的搜尋或篩選條件。",
     "No Users Found": "未找到用戶",
     "No valid custom Auto groups remain. Add a group or restore global Auto.": "沒有可用的自訂 Auto 分組。請新增分組或恢復全域 Auto。",
+    "No valid upstream channel": "無有效上游渠道",
     "No vendor": "未指定供應商",
     "No vendor data available": "暫無廠商數據",
     "No vendors found": "找不到供應商",
     "No verification method is available for this action.": "此操作沒有可用的驗證方式。",
     "No version history": "暫無版本歷史",
+    "No vision works yet": "暂无图片识别测试作品",
     "No X Found": "未找到 X",
     "Node": "節點",
     "Node filters": "節點篩選",
     "Node Name": "節點名稱",
     "Node role": "節點職責",
     "Nodes reporting from this deployment and their latest heartbeat.": "目前部署中上報的節點及其最新心跳。",
+    "Non-Astra fingerprint": "降智（非 Astra）",
     "Non-stream": "非流",
     "Non-zero invitation rewards require compliance confirmation in Payment Gateway settings.": "非零邀請獎勵需要先在支付閘道設定中確認合規條款。",
     "None": "無",
     "None (plugin declaration)": "無（外掛宣告）",
     "noreply@example.com": "noreply@example.com",
+    "Normal": "正常",
     "Normalized:": "已歸一化：",
     "Not available": "不可用",
     "Not backed up": "未備份",
     "Not bound": "未連結",
+    "Not checked": "未校验",
     "Not configured": "未設定",
     "Not configured for some providers": "部分服務方尚未設定定價",
     "Not configured for this provider": "此服務方尚未設定定價",
@@ -3864,12 +4378,16 @@
     "Not declared; an API key may still be required.": "外掛未宣告驗證方式，仍可能需要 API Key。",
     "Not Equals": "不等於",
     "Not found upstream": "上游找不到",
-    "Not generated": "尚未產生",
+    "Not implemented yet": "尚未實作",
     "Not in pricing table": "不在定價分組表中",
     "Not included": "未加入",
     "Not installed": "未安裝",
     "Not listed": "隱藏",
+    "Not logged in": "未登入",
     "Not matched": "未符合",
+    "Not measured": "尚未检测",
+    "Not passed": "未通过",
+    "Not provided": "Not provided",
     "Not provided by this source": "該來源未提供",
     "Not recorded": "未記錄",
     "Not registered": "未注册",
@@ -3887,6 +4405,8 @@
     "Notification Email": "通知電郵",
     "Notification Method": "通知方式",
     "Notifications": "通知",
+    "Notifications to receive": "接收哪些通知",
+    "Now": "Now",
     "Now a user whose user group is vip creates tokens with different groups and makes one call with each:": "現在，一個用戶分組為 vip 的用戶建立了不同分組的令牌，各呼叫一次：",
     "Nucleus sampling probability mass": "核採樣累積概率",
     "Number": "數值",
@@ -3911,6 +4431,7 @@
     "OAuth Integrations": "OAuth 整合",
     "OAuth pop-up was blocked": "OAuth 彈出式視窗遭瀏覽器封鎖",
     "OAuth popup storage is unavailable.": "OAuth 彈出視窗儲存空間無法使用。",
+    "OAuth provider not found": "找不到該 OAuth 供應商",
     "OAuth window is no longer available.": "OAuth 視窗已關閉或無法使用。",
     "Object Prune Rules": "物件清理規則",
     "Observability": "可觀測性",
@@ -3920,6 +4441,7 @@
     "of": "條，共",
     "of 3:": "共 3 個：",
     "off": "關閉",
+    "Off by default. Exclude groups flagged by the latest valid quality checks within 6 hours. Unknown results remain eligible.": "Off by default. Exclude groups flagged by the latest valid quality checks within 6 hours. Unknown results remain eligible.",
     "Official": "官方",
     "Official Claude Messages": "官方 Claude Messages",
     "Official documentation": "官方說明",
@@ -3941,19 +4463,23 @@
     "OIDC discovery URL. Click \"Auto-discover\" to fetch endpoints automatically.": "OIDC 發現 URL。點擊「自動發現」以自動獲取端點。",
     "OIDC Display Name": "OIDC 顯示名稱",
     "OIDC endpoints discovered successfully": "OIDC 端點發現成功",
+    "OIDC ID is empty!": "OIDC ID 為空！",
     "Old Format Template": "舊格式模板",
     "Old format: Direct override. New format: Supports conditional judgment and custom JSON operations.": "舊格式：直接覆蓋。新格式：支援條件判斷和自訂 JSON 操作。",
     "Ollama": "Ollama",
     "Ollama Models": "Ollama 模型",
     "One API": "One API",
+    "One channel, {{calls}} requests, group ratio {{ratio}}x.": "检测一个渠道，共 {{calls}} 次调用，分组倍率 {{ratio}}x。",
     "One domain per line": "每行一個域名",
     "One domain per line (only used when domain restriction is enabled)": "每行一個域名 (僅在啟用域名限制時使用)",
     "One IP or CIDR range per line": "每行一個 IP 或 CIDR 範圍",
     "One IP per line (empty for no restriction)": "每行一個 IP (留空表示無限制)",
     "one keyword per line": "每行一個關鍵詞",
+    "One work per Astra channel.": "每個 Astra 渠道每輪生成一份作品。",
     "online": "在線",
     "Online": "在線",
     "Online payment is not enabled. Please contact the administrator.": "管理員未開啟線上支付功能，請聯絡管理員設定。",
+    "Online top-up succeeded, amount added: {{quota}}, payment amount: {{amount}}": "線上儲值成功，儲值額度：{{quota}}，支付金額：{{amount}}",
     "Online topup is not enabled. Please use redemption code or contact administrator.": "尚未啟用線上儲值。請使用兌換碼或聯絡管理員。",
     "Only allow specific email domains": "僅允許特定的電郵域名",
     "Only available for admins. When enabled, you will receive a summary notification via your selected method when the scheduled model check detects upstream model changes or check failures.": "僅管理員可用。啟用後，當定時模型檢查偵測到上游模型變更或檢查失敗時，您將透過所選方式收到摘要通知。",
@@ -3986,10 +4512,10 @@
     "Open in New Tab": "在新標籤頁中打開",
     "Open menu": "打開選單",
     "Open Query Balance to view the upstream JSON response": "請開啟「查詢餘額」檢視上游 JSON 回應",
-    "Otherwise the binding is removed.": "關閉時清除該綁定。",
     "Open release": "打開版本",
     "Open source": "開源",
     "Open Source": "開源項目",
+    "Open status page": "打开状态页",
     "Open the io.net console API Keys page": "打開 io.net 控制台 API 金鑰頁面",
     "Open theme settings": "打開主題設定",
     "Open weights": "開放權重",
@@ -4024,6 +4550,7 @@
     "Operation failed": "操作失敗",
     "Operation successful": "操作成功",
     "Operation Type": "操作類型",
+    "Operational": "Operational",
     "Operations": "運維",
     "Operator": "操作者",
     "Operator Admin": "操作管理員",
@@ -4044,12 +4571,15 @@
     "Optional settings for advanced container configuration.": "進階容器設定的可選設定。",
     "Optional supplementary information (max 100 characters)": "可選補充資訊 (最多 100 個字元)",
     "Optional tag for grouping channels": "用於分組渠道的可選標籤",
+    "Optional. Without it, Google picks the region; with it, requests go to the deployment region below.": "可選。不填時由 Google 決定區域；填寫後，請求會送往下方的部署區域。",
     "Opus Model": "Opus 模型",
     "Or continue with": "或繼續使用",
     "Or enter this key manually:": "或手動輸入此金鑰：",
     "or pick existing": "或選擇已有項",
     "Order completed successfully": "訂單已成功完成",
     "Order History": "訂單歷史",
+    "Order is not pending payment and cannot be completed": "訂單狀態不是待支付，無法補單",
+    "Order number not provided": "未提供訂單號",
     "Order Payment Method": "訂單支付方式",
     "org-...": "org-...",
     "Original Model": "原始模型",
@@ -4066,11 +4596,14 @@
     "Other users": "其他用戶",
     "Otherwise (the preceding conditions do not match)": "否則（上述條件不成立）",
     "Otherwise → {{name}}": "否則 → {{name}}",
+    "Otherwise the binding is removed.": "關閉時清除該綁定。",
     "Outage": "中斷",
     "Output": "輸出",
     "Output aspect ratio": "輸出寬高比",
     "Output image size": "輸出圖像尺寸",
     "Output price": "輸出價格",
+    "Output Price: High to Low": "輸出價格：從高到低",
+    "Output Price: Low to High": "輸出價格：從低到高",
     "Output token price for generated tokens.": "生成內容的輸出 token 價格。",
     "Output token rate": "輸出 Token 速率",
     "Output tokens": "輸出 token",
@@ -4138,6 +4671,7 @@
     "Pass-through Headers (comma-separated or JSON array)": "透傳請求頭（逗號分隔或 JSON 陣列）",
     "Pass-through help": "透傳說明",
     "Pass-through requires native forwarding": "透傳僅支援原生轉發",
+    "Passed": "通过",
     "Passive recovery only": "僅被動恢復",
     "Passkey": "Passkey",
     "Passkey Authentication": "通行金鑰認證",
@@ -4177,32 +4711,44 @@
     "Password copied to clipboard: {{password}}": "密碼已複製到剪貼簿：{{password}}",
     "Password has been copied to clipboard": "密碼已複製到剪貼簿",
     "Password Login": "密碼登入",
+    "Password login has been disabled by administrator": "管理員關閉了密碼登入",
     "Password must be at least 8 characters": "密碼必須至少 8 個字元",
     "Password must be at most 20 characters long": "密碼最多 20 個字元",
     "Password must be between 8 and 20 characters": "密碼長度必須在 8 到 20 個字元之間",
     "Password must contain between 8 and 128 characters.": "密碼長度必須為 8–128 個字元。",
     "Password Registration": "密碼註冊",
+    "Password registration has been disabled by administrator, please use third-party account verification": "管理員關閉了透過密碼進行註冊，請使用第三方帳號驗證的方式進行註冊",
     "Password reset and copied to clipboard: {{password}}": "密碼已重置並複製到剪貼簿：{{password}}",
+    "Password reset link is invalid or has expired": "重設連結無效或已過期",
     "Password reset: {{password}}": "密碼已重置：{{password}}",
     "Password set successfully": "密碼設定成功",
     "Password settings have changed. Reload the page and try again.": "密碼設定已變更，請重新載入頁面後再試。",
     "Passwords do not match": "密碼不匹配",
     "Passwords don't match.": "兩次輸入的密碼不一致。",
+    "Past": "Past",
     "Paste Connection Info": "貼上連線資訊",
     "Paste JavaScript source here...": "在此粘贴 JavaScript 原始碼...",
     "Path": "路徑",
     "Path not set": "未設定路徑",
     "Path Regex (one per line)": "路徑正則（每行一個）",
     "Path:": "路徑：",
+    "Pause drag demo": "暫停拖曳示範",
     "Pay": "支付",
+    "Pay {{amount}}": "支付 {{amount}}",
+    "Pay {{amount}} <savings>• Save {{saved}}</savings>": "支付 {{amount}} <savings>• 節省 {{saved}}</savings>",
     "Pay with Balance": "使用餘額支付",
     "Pay-as-you-go with real-time usage monitoring": "按量付費，實時監控使用情況",
     "Payment": "支付",
     "Payment aggregator mode — onboard with your own registered company (offshore entity). Built for Enterprise.": "支付聚合模式：使用你自己的註冊公司（離岸實體）入駐。面向企業場景構建。",
+    "Payment amount is too low": "儲值金額過低",
+    "Payment cancel redirect URL is not in the trusted domain list": "支付取消重新導向URL不在可信任網域列表中",
     "Payment Channel": "支付渠道",
+    "Payment configuration error": "支付設定錯誤",
     "Payment Gateway": "支付閘道",
+    "Payment information has not been configured by administrator": "當前管理員未設定支付資訊",
     "Payment initiated": "已發起支付",
     "Payment Method": "付款方式",
+    "Payment method does not exist": "不存在此支付方式",
     "Payment method identifier": "支付方式標識",
     "Payment method identifier is required": "支付方式標識不能為空",
     "Payment method name": "支付方式名稱",
@@ -4215,16 +4761,22 @@
     "Payment request failed": "支付請求失敗",
     "Payment return URL": "支付返回地址",
     "Payment return URL is empty. Create the product without a SuccessURL redirect?": "支付返回 URL 為空。是否在沒有 SuccessURL 跳轉的情況下建立產品？",
+    "Payment success redirect URL is not in the trusted domain list": "支付成功重新導向URL不在可信任網域列表中",
     "Payment type key": "支付處理標識",
     "Payment type key is required": "支付處理標識不能為空",
     "Payment, redemption codes, subscription plans, and invitation rewards are locked until the root administrator confirms the compliance terms.": "在根管理員確認合規條款之前，支付、兌換碼、訂閱套餐和邀請獎勵功能將保持鎖定。",
+    "Payment, redemption, subscription, and invitation reward features are disabled. The administrator must confirm compliance terms before enabling them.": "支付、兌換碼、訂閱方案和邀請返利功能已停用。管理員需先確認合規聲明後方可啟用。",
     "Peak": "峰值",
     "Peak KV cache usage": "最高 KV 快取使用率",
     "Peak throughput": "峰值吞吐",
     "Peak token pool usage": "最高權杖池使用率",
+    "Pelican detection": "鹈鹕检测",
+    "Pelican sample {{number}}": "鹈鹕测试样例 {{number}}",
+    "Pelican work preview": "鹈鹕作品预览",
     "Penalises repetition of frequent tokens": "懲罰高頻 token 的重複出現",
     "pending": "等待中",
     "Pending": "待確認",
+    "Pending settlement": "等待结算",
     "per": "每",
     "Per 1K tokens": "每 1K tokens",
     "Per 1M tokens": "每 1M tokens",
@@ -4242,6 +4794,8 @@
     "Per-request": "按次",
     "Per-request (deprecated)": "按次（已棄用）",
     "Per-request (fixed price)": "按請求收費（固定價格）",
+    "Per-request Price: High to Low": "按次價格：從高到低",
+    "Per-request Price: Low to High": "按次價格：從低到高",
     "Per-token": "按 Token",
     "Per-token (deprecated)": "按 Token（已棄用）",
     "Per-token (ratio based)": "按令牌收費（基於比例）",
@@ -4249,6 +4803,7 @@
     "Percentage:": "百分比：",
     "Performance": "效能",
     "Performance data is not yet available for this model.": "該模型暫無效能數據。",
+    "Performance for {{model}}": "{{model}} 的效能",
     "Performance health": "效能健康",
     "Performance metrics for the last 24 hours": "最近 24 小時的效能指標",
     "Performance metrics shown here are simulated for preview purposes and will be replaced with live observability data once the backend integration is complete.": "此處展示的效能指標為預覽模擬數據，待後端對接完成後將替換為真實可觀測數據。",
@@ -4261,13 +4816,16 @@
     "Periodically checks only channels with auto-disable enabled, excluding manually disabled channels.": "只定時檢查已啟用「自動停用」的渠道；未啟用該選項和手動停用的渠道不會被檢查。",
     "Periodically send ping frames to keep streaming connections active.": "定期發送 ping 幀以保持串流連接處於活動狀態。",
     "Permanently delete your account and all data": "永久刪除您的用戶和所有數據",
+    "Permissions": "權限",
     "Permit Passkey registration on non-HTTPS origins (only recommended for development)": "允許在非 HTTPS 源上註冊通行金鑰（僅建議用於開發）",
     "Perplexity": "Perplexity",
     "Persist your data file": "持久化您的數據檔案",
     "Personal": "個人",
     "Personal area": "個人中心",
     "Personal Center Area": "個人中心區域",
+    "Personal group multipliers": "Personal group multipliers",
     "Personal info settings": "個人資訊設定",
+    "Personal rate": "Personal rate",
     "Personal Settings": "個人設定",
     "Personal settings and profile management.": "個人設定和個人資料管理。",
     "Personal use": "個人使用",
@@ -4277,9 +4835,12 @@
     "Pick or create both a store and a product before saving.": "儲存前請同時選擇或建立店鋪和產品。",
     "Ping Interval (seconds)": "Ping 間隔（秒）",
     "Plan": "套餐",
+    "Plan amount is too low": "訂閱方案金額過低",
     "Plan ID": "方案 ID",
     "Plan Name": "套餐名稱",
+    "Plan name cannot be empty": "套餐名稱不能為空",
     "Plan Price": "套餐價格",
+    "Plan price cannot be empty": "套餐價格不能為空",
     "Plan price must be greater than zero": "套餐價格必須大於 0",
     "Plan Quota": "套餐額度",
     "Plan Subtitle": "套餐副標題",
@@ -4294,6 +4855,7 @@
     "Please agree to the legal terms first": "請先同意法律條款",
     "Please complete the security check to continue.": "請完成安全驗證以繼續。",
     "Please confirm that you understand the consequences": "請確認您了解後果",
+    "Please confirm the compliance statement": "請確認合規聲明",
     "Please confirm your password": "請確認密碼",
     "Please enable io.net model deployment service and configure an API key in System Settings.": "請先在系統設定中啟用 io.net 模型部署服務，並設定 API Key。",
     "Please enable Two-factor Authentication or Passkey before proceeding": "請先啟用雙因素認證或通行金鑰",
@@ -4331,6 +4893,7 @@
     "Please select a container": "請選擇一個容器",
     "Please select a payment method": "請選擇支付方式",
     "Please select a primary model": "請選擇主模型",
+    "Please select a product": "請選擇產品",
     "Please select a subscription plan": "請選擇訂閱套餐",
     "Please select at least one channel": "請選擇至少一個渠道",
     "Please select at least one model": "請選擇至少一個模型",
@@ -4341,12 +4904,15 @@
     "Please try again later.": "請稍後再試。",
     "Please type the following text to confirm:": "請輸入以下文字進行確認：",
     "Please upload key file(s)": "請上傳金鑰檔案",
+    "Please wait {{seconds}} seconds before requesting another verification code.": "發送過於頻繁，請等待 {{seconds}} 秒後再試",
     "Please wait a moment before trying again.": "請稍候再試。",
     "Please wait a moment, human check is initializing...": "請稍等，人機驗證正在初始化...",
     "Please wait before editing to avoid overwriting saved values.": "請等待載入完成後再編輯，以免覆蓋已儲存的值。",
     "Please wait before requesting another verification code.": "請稍後再要求驗證碼。",
+    "Please wait five minutes between sampling rounds": "请在两轮抽检之间至少等待 5 分钟",
     "Please wait for the current generation to complete": "請等待目前生成完成",
     "Plugin": "外掛",
+    "Plugin activation failed": "外掛啟用失敗",
     "Plugin author": "外掛作者",
     "Plugin default": "外掛預設值",
     "Plugin details": "外掛詳情",
@@ -4360,9 +4926,11 @@
     "Plugin is still in use": "外掛仍在使用中",
     "Plugin key": "外掛键",
     "Plugin metadata": "外掛元数据",
+    "Plugin metadata contains an unknown field \"{{field}}\". If this plugin was downloaded from the official marketplace, it may require a newer version of new-api. Try updating new-api and installing the plugin again.": "外掛中繼資料包含未知欄位「{{field}}」。如果外掛來自官方市集，可能需要較新版本的 new-api。請嘗試更新 new-api 後重新安裝外掛。",
     "Plugin sandbox": "外掛沙盒",
+    "Plugin saved, activation required": "外掛已儲存，待啟用",
     "Plugin source": "外掛原始碼",
-    "Plugin source exceeds the 1 MiB limit.": "外掛原始碼超過 1 MiB 上限。",
+    "Plugin source exceeds the 8 MiB limit.": "外掛原始碼超過 8 MiB 上限。",
     "Plugin uploaded successfully": "外掛上傳成功",
     "Plugin version activated": "外掛版本已激活",
     "Plugin version deleted": "外掛版本已刪除",
@@ -4370,6 +4938,7 @@
     "Plugin-defined interfaces": "外掛自訂介面",
     "Plugins": "外掛",
     "Plugins can access channel credentials. Review the source and differences before installing.": "外掛可存取渠道憑證。安裝前請檢查原始碼與差異。",
+    "Plus池": "Plus pool",
     "Policy JSON": "政策 JSON",
     "Polling": "輪詢",
     "Polling mode requires Redis and memory cache, otherwise performance will be significantly degraded": "輪詢模式需要 Redis 和記憶體緩存，否則效能將顯著下降",
@@ -4377,6 +4946,7 @@
     "Port": "端口",
     "Port must be a positive integer": "端口必須為正整數",
     "Position {{position}}": "第 {{position}} 位",
+    "Possibly an upstream timeout": "可能是上游逾時",
     "Post Delta": "結算差額",
     "PostgreSQL detected": "偵測到 PostgreSQL",
     "PostgreSQL offers advanced reliability and data integrity for production workloads.": "PostgreSQL 為生產工作負載提供進階可靠性和數據完整性。",
@@ -4387,7 +4957,14 @@
     "Pre-consumed": "預扣費",
     "Pre-Consumed Quota": "預消耗配額",
     "Pre-release": "預先發行版",
+    "Prefer recent streaming model-test results: latest valid first-token time per channel within 1 hour, averaged across the group. Untested groups rank last.": "Prefer recent streaming model-test results: latest valid first-token time per channel within 1 hour, averaged across the group. Untested groups rank last.",
+    "Prefer recent streaming model-test results: latest valid first-token time per channel within 6 hours, averaged across the group. Untested groups rank last.": "Prefer recent streaming model-test results: latest valid first-token time per channel within 6 hours, averaged across the group. Untested groups rank last.",
+    "Prefer the highest average throughput of the latest 30 valid calls for the requested model. Use model tests when no call samples exist; unmeasured groups rank last.": "優先選擇請求模型最近 30 次有效呼叫平均吞吐量最高的分組。沒有呼叫樣本時使用模型測試結果；沒有測量資料的分組排在最後。",
+    "Prefer the highest recent request success rate for this model.": "Prefer the highest recent request success rate for this model.",
+    "Prefer the lowest average actual charge per million tokens for this model over the last 24 hours.": "Prefer the lowest average actual charge per million tokens for this model over the last 24 hours.",
     "Prefer the original channel, allow switching": "優先原通道，失敗允許切換",
+    "Prefer the shortest average time to first token for this model.": "Prefer the shortest average time to first token for this model.",
+    "Prefer your lowest effective group multiplier, including personal overrides.": "Prefer your lowest effective group multiplier, including personal overrides.",
     "Preference saved as {{pref}}, but no active subscription. Requests will be rejected.": "已儲存偏好為{{pref}}，目前無生效訂閱，請求將被拒絕",
     "Preference saved as {{pref}}, but no active subscription. Wallet will be used automatically.": "已儲存偏好為{{pref}}，目前無生效訂閱，將自動使用錢包",
     "Preferences": "偏好設定",
@@ -4416,6 +4993,7 @@
     "Preset recharge amounts displayed to users": "向用戶顯示的預設儲值金額",
     "Preset Template": "預設模板",
     "Preset templates": "預設模板",
+    "Preset: Astra prefers selected group": "預設：Astra 優先所選分組",
     "preset.anthropic": "Anthropic",
     "preset.default": "預設",
     "preset.forest-whisper": "森林低語",
@@ -4436,17 +5014,23 @@
     "Preview fields": "預覽欄位",
     "Preview is unavailable for custom expressions.": "自訂表達式無法預覽。",
     "Preview metadata first": "請先預覽資料",
+    "Preview model": "预览模型",
     "Preview price changes": "預覽價格變更",
     "Preview pricing conversion": "定價轉換預覽",
     "Preview selected changes": "預覽所選變更",
     "Preview unavailable": "無法預覽",
+    "Preview upstream model changes": "預覽上游模型變更",
+    "Preview work": "预览作品",
     "Previous": "上一步",
     "Previous branch": "上一分支",
     "Previous page": "上一頁",
+    "Previous permissions": "原權限",
     "Previous value": "原值",
     "Price": "價格",
     "Price ($/1K calls)": "價格（$/1K 次）",
     "Price (local currency / USD)": "價格（本地貨幣/美元）",
+    "Price cannot be negative": "價格不能為負數",
+    "Price cannot exceed 9999": "價格不能超過9999",
     "Price display": "價格顯示",
     "Price display mode": "價格顯示模式",
     "Price estimation": "價格估算",
@@ -4460,12 +5044,11 @@
     "Price summary": "價格摘要",
     "price_xxx": "price_xxx",
     "Price:": "價格：",
-    "Price: High to Low": "價格：從高到低",
-    "Price: Low to High": "價格：從低到高",
     "Prices are in {{currency}}, with units shown below. Use USD when editing expressions directly.": "價格以 {{currency}} 計，單位見下方標示。手動編輯運算式時請使用美元。",
     "Prices changed while preparing the conversion. Try again.": "準備轉換時價格已變更，請重試。",
     "Prices for each set of conditions": "不同條件對應的價格",
     "Prices shown per": "價格顯示單位",
+    "Prices shown per {{unit}} tokens": "價格按每 {{unit}} Token 顯示",
     "Prices shown per usage unit": "價格按每個用量單位顯示",
     "Prices synced successfully": "價格同步成功",
     "Prices vary by usage tier and request conditions": "價格根據用量檔位和請求條件動態調整",
@@ -4490,16 +5073,21 @@
     "Prioritize reusing the last successful channel based on keys extracted from request context (sticky routing)": "基於請求上下文提取的 Key，優先複用上一次成功的渠道（粘滯選路）",
     "Priority": "優先級",
     "Priority (Default)": "優先級（預設）",
+    "Priority and weight selection": "Priority and weight selection",
     "Priority level from 0 (lowest) to 10 (highest), default is 5": "優先級，從 0（最低）到 10（最高），預設為 5",
     "Priority order for automatic group assignment. New tokens rotate through this list.": "自動分組分配的優先級順序。新 token 將按此清單輪換。",
     "Priority order for tokens in the auto group. The system tries groups from top to bottom.": "auto 分組令牌的優先順序。系統會從上到下依次嘗試各分組。",
     "Privacy": "隱私",
     "Privacy Policy": "私隱政策",
     "Private Deployment URL": "私有部署 URL",
+    "Probe availability": "Probe availability",
+    "Probe history": "Probe history",
     "Processed requests": "已處理請求",
     "Processing OAuth response...": "正在處理 OAuth 回應...",
     "Processing...": "處理中...",
     "Product": "產品",
+    "Product configuration error": "產品設定錯誤",
+    "Product does not exist": "產品不存在",
     "Product ID": "產品 ID",
     "Product ID is required": "產品 ID 為必填項",
     "Product Name": "產品名稱",
@@ -4534,6 +5122,7 @@
     "Provider & data privacy": "廠商與數據私隱",
     "Provider created successfully": "供應商建立成功",
     "Provider deleted successfully": "供應商刪除成功",
+    "Provider ID": "供應商 ID",
     "Provider Name": "供應商名稱",
     "Provider source": "供應商來源",
     "Provider type (OpenAI, Anthropic, etc.)": "供應商類型 (OpenAI、Anthropic 等)",
@@ -4541,9 +5130,11 @@
     "Provider-specific endpoint, account, and compatibility settings.": "設定供應商專屬的端點、用戶和兼容性選項。",
     "Proxy Address": "代理地址",
     "Proxy address must use HTTP, HTTPS, SOCKS5, or SOCKS5H and include a valid host": "代理位址必須使用 HTTP、HTTPS、SOCKS5 或 SOCKS5H，並包含有效的主機",
+    "Pro池": "Pro pool",
     "Prune Object Items": "清理物件項",
     "Prune object items by conditions": "按條件清理物件中的子項",
     "Prune Rule (string or JSON object)": "清理規則（字串或 JSON 物件）",
+    "Public alias": "公开别名",
     "Public base URL for async task media. Supports a dedicated media domain, port, or Nginx path prefix; falls back to Server Address when empty.": "非同步任務媒體的公開基礎地址。支援獨立媒體網域、連接埠或 Nginx 路徑前綴；留空時回退至伺服器地址。",
     "Public model catalog and pricing page.": "公開模型目錄和價格頁面。",
     "Public rankings page based on live usage data.": "基於真實用量數據的公開排行榜頁面。",
@@ -4558,10 +5149,13 @@
     "Pull model": "拉取模型",
     "Pulling...": "拉取中...",
     "Purchase Limit": "限購",
+    "Purchase limit cannot be negative": "購買上限不能為負數",
+    "Purchase limit for this plan has been reached": "已達到該訂閱方案購買上限",
     "Purchase limit reached": "已達到購買上限",
     "Purchase Subscription": "購買訂閱套餐",
     "QR Code Image URL": "二維碼圖片 URL",
     "QR code is not configured. Please contact support.": "二維碼未設定。請聯絡支援人員。",
+    "Quality {{quality}}": "品質 {{quality}}",
     "Quantity": "數量",
     "QuantumNous": "QuantumNous",
     "Query": "Query",
@@ -4582,6 +5176,7 @@
     "Quota adjustment details": "額度調整詳情",
     "Quota after adjustment": "調整後額度",
     "Quota before adjustment": "調整前額度",
+    "Quota change amount cannot be zero": "額度變更量不能為 0",
     "Quota clamped": "額度已限制",
     "Quota consumed before charging users": "向用戶收費前消耗的配額",
     "Quota Distribution": "消耗分佈",
@@ -4592,14 +5187,15 @@
     "Quota must be a positive number": "配額必須是正數",
     "Quota must be zero or greater": "額度不能為負數",
     "Quota Per Unit": "每單位配額",
-    "Quota reminder (tokens)": "配額提醒（token）",
     "Quota Reset": "額度重置",
     "Quota saturation protection triggered": "已觸發額度飽和保護",
     "Quota Settings": "額度設定",
     "Quota Types": "配額類型",
     "Quota unchanged": "額度未變更",
+    "Quota unit is misconfigured": "額度單位設定錯誤",
     "Quota update failed": "額度更新失敗",
-    "Quota Warning Threshold": "配額警告閾值",
+    "Quota value cannot be negative": "額度值不能為負數",
+    "Quota value exceeds valid range, maximum is {{max}}": "額度值超出有效範圍，最大值為 {{max}}",
     "Quota:": "Quota:",
     "Radius": "圓角",
     "Random": "隨機",
@@ -4636,12 +5232,22 @@
     "Reason": "原因",
     "Reason:": "原因：",
     "Reasoning": "推理",
+    "Reasoning effort": "Reasoning effort",
     "Reasoning Effort": "推理強度",
-    "Receive Upstream Model Update Notifications": "接收上游模型更新通知",
+    "Recalculated from tokens: tokens {{tokens}}, model ratio {{model_ratio}}, group ratio {{group_ratio}}, other multiplier {{other_multiplier}}": "按 token 重算：tokens {{tokens}}，模型倍率 {{model_ratio}}，分組倍率 {{group_ratio}}，其他倍數 {{other_multiplier}}",
     "Received": "獲得",
     "Received amount": "已收額度",
+    "Recent benchmark results": "Recent benchmark results",
+    "Recent candy test results": "最近糖果题结果",
+    "Recent Ciallo test results": "最近 Ciallo 检测结果",
+    "Recent degradation": "Recent degradation",
+    "Recent detection results": "最近检测记录",
     "Recent maintenance tasks running across instances and their execution status.": "跨實例執行的近期維護任務及其執行狀態。",
+    "Recent pelican works": "最近的鹈鹕测试",
+    "Recent sampling results": "最近抽检记录",
     "Recent success-rate samples; gray bars indicate missing data.": "近期成功率取樣；灰色條表示暫無資料。",
+    "Recent vision test results": "最近圖片識別結果",
+    "Recent vision works": "最近的图片识别测试",
     "Recently completed or failed system task runs.": "最近已完成或失敗的系統任務執行記錄。",
     "Recently launched models": "近期發佈的模型",
     "Recently launched models gaining traction": "近期發佈並快速增長的模型",
@@ -4664,16 +5270,21 @@
     "Redeemed:": "已兌換：",
     "redemption code": "兌換碼",
     "Redemption Code": "兌換碼",
+    "Redemption code count must be greater than 0": "兌換碼個數必須大於0",
     "Redemption code deleted successfully": "兌換碼刪除成功",
     "Redemption code disabled successfully": "兌換碼已停用",
     "Redemption code enabled successfully": "兌換碼已啟用",
+    "Redemption code name length must be between 1-20": "兌換碼名稱長度必須在1-20之間",
     "Redemption code updated successfully": "兌換碼更新成功",
     "Redemption code(s) created successfully": "兌換碼建立成功",
+    "Redemption codes": "兌換碼",
     "Redemption Codes": "兌換碼",
     "Redemption codes are disabled until the administrator confirms compliance terms.": "管理員確認合規條款之前，兌換碼功能不可用。",
     "Redemption codes created": "兌換碼建立完成",
     "redemption codes.": "兌換碼。",
     "Redemption failed": "兌換失敗",
+    "Redemption failed, please try again later": "兌換失敗，請稍後再試",
+    "Redemption quota must be positive": "兌換碼額度必須大於 0",
     "Redemption successful! Added: {{quota}}": "兌換成功！已新增：{{quota}}",
     "Redirect {{model}}": "重新導向 {{model}}",
     "Redirect fetched upstream names to the names your users call.": "將拉取到的上游名稱重新導向為使用者呼叫的名稱。",
@@ -4698,16 +5309,18 @@
     "Refresh details": "重新整理詳情",
     "Refresh failed": "重新整理失敗",
     "Refresh failed. Showing the last successful snapshot.": "重新整理失敗，目前顯示上次成功取得的快照。",
+    "Refresh in {{seconds}}s": "Refresh in {{seconds}}s",
     "Refresh interval (minutes)": "重新整理間隔 (分鐘)",
+    "Refresh preview": "重新偵測",
     "Refresh Stats": "重新整理統計",
     "Refresh the list and try again.": "請重新整理清單後再試一次。",
+    "Refresh the preview before trying again; some changes may already have been saved.": "部分變更可能已儲存，請重新偵測後再操作。",
+    "Refreshing": "Refreshing",
     "Refreshing...": "重新整理中...",
     "Refund": "退款",
     "Refund Details": "退款詳情",
     "Regenerate": "重新生成",
-    "Regenerate access token?": "重新生成存取令牌？",
     "Regenerate Backup Codes": "重新生成備用代碼",
-    "Regenerate token": "重新生成令牌",
     "Regenerated two-factor backup codes": "已重新產生兩步驟驗證備用碼",
     "Regenerating immediately invalidates any existing token.": "重新生成會立即使所有現有令牌失效。",
     "Regex": "正則",
@@ -4722,9 +5335,16 @@
     "Registry (optional)": "註冊表 (可選)",
     "Registry secret": "註冊表金鑰",
     "Registry username": "註冊表用戶名",
+    "Regular administrators cannot promote other users to administrator": "一般管理員無法將其他使用者提升為管理員",
     "Reinstall latest": "重新安裝最新版",
+    "Reject a Responses result when the upstream declares a model other than gpt-6-astra. Enabled by default; disable only for an intentional mapping.": "當上游宣告的模型不是 gpt-6-astra 時拒絕 Responses 結果。預設開啟；僅在確實需要映射時關閉。",
     "Reject Reason": "拒絕原因",
+    "Rejected and charged": "拒绝但已计费",
+    "Rejected results still incur upstream usage charges. Switching sends another request that is charged separately, so one client request can incur multiple charges. If no safe switch is available, the request fails instead of delivering a mismatched result.": "Rejected results still incur upstream usage charges. Switching sends another request that is charged separately, so one client request can incur multiple charges. If no safe switch is available, the request fails instead of delivering a mismatched result.",
+    "Rejected without charge": "拒绝且未计费",
     "Release details": "版本詳情",
+    "Release to insert a new priority tier": "放開以插入新優先級",
+    "Release to join priority {{priority}}": "放開以加入同級 · 優先級 {{priority}}",
     "Released": "發佈於",
     "Reload pricing": "重新載入定價",
     "Reload vendor details": "重新載入供應商資料",
@@ -4737,6 +5357,11 @@
     "Remaining quota units": "剩餘配額單位",
     "Remaining:": "剩餘：",
     "Remark": "備註",
+    "Remind me next time": "Remind me next time",
+    "Remind me once when my balance drops below the threshold": "餘額低於閾值時提醒我一次",
+    "Remind users through their chosen notification method when their balance drops below the threshold": "使用者餘額低於閾值時，透過其選擇的通知方式提醒",
+    "Reminder threshold": "提醒閾值",
+    "Reminder threshold cannot be negative": "提醒閾值不能為負數",
     "Remove": "移除",
     "Remove {{group}}": "移除 {{group}}",
     "Remove {{value}}": "移除 {{value}}",
@@ -4770,15 +5395,19 @@
     "Removed": "已移除",
     "Removed {{removed}} duplicate key(s). Before: {{before}}, After: {{after}}": "已移除 {{removed}} 個重複金鑰。移除前：{{before}}，移除後：{{after}}",
     "Removed an OAuth binding for the user": "解除了用戶的一個 OAuth 連結",
+    "Removed models": "已移除模型",
     "Removed Models ({{count}})": "已移除模型 ({{count}})",
+    "Removed models will no longer be available through this channel. Select removals explicitly.": "移除後將無法透過此渠道呼叫這些模型，請手動勾選需要移除的項目。",
     "Removed settings": "移除的設定",
     "Removes MjProxy flags such as --fast, --relax, and --turbo from user prompts.": "從用戶提示中移除 MjProxy 參數，如 --fast、--relax 和 --turbo。",
     "Removing Passkey will require you to sign in with your password next time. You can re-register anytime.": "移除通行金鑰後，您下次將需要使用密碼登入。您可以隨時重新註冊。",
     "Rename": "重新命名",
     "Rename deployment": "重新命名部署",
     "Rename failed": "重新命名失敗",
+    "Renamed an access token": "已重新命名存取令牌",
     "Renamed successfully": "重新命名成功",
     "Renaming metadata does not rename channel models or move pricing. Existing prices stay with the original model name.": "修改中繼資料名稱不會重新命名渠道模型或移轉定價，既有價格仍屬於原模型名稱。",
+    "Reorder channel {{id}}": "調整通道 {{id}} 的優先級",
     "Repair": "修復",
     "Repair Channel Consistency": "修復渠道一致性",
     "Repair channel consistency?": "修復渠道一致性？",
@@ -4794,17 +5423,21 @@
     "Replace With": "替換為",
     "replaced": "已替換",
     "Replacement Model": "替換模型",
+    "Replay drag demo": "重播拖曳示範",
     "Replica count": "副本數",
     "Replicate": "Replicate",
     "Report an issue": "回報問題",
     "request": "請求",
     "Request": "請求",
     "Request & Response": "請求與回應",
+    "Request and cache statistics: last 24 hours": "Request and cache statistics: last 24 hours",
+    "Request and detection status by group": "各分组的请求与检测状态",
     "Request Body Disk Cache": "請求體磁碟緩存",
     "Request Body Field": "請求體欄位",
     "Request Body Memory Cache": "請求體記憶體緩存",
     "Request body must be a JSON object.": "請求主體必須是 JSON 物件。",
     "Request body pass-through is enabled. The request body will be sent directly to the upstream without any conversion.": "請求體透傳已啟用。請求體將直接傳送到上游，不進行任何轉換。",
+    "Request cache hit rate": "Request cache hit rate",
     "Request checks": "請求檢查",
     "Request completed": "請求已完成",
     "Request conversion": "請求轉換",
@@ -4819,6 +5452,7 @@
     "Request Header Overrides": "請求頭覆蓋",
     "Request headers must be a JSON object with string values.": "請求標頭必須是值為字串的 JSON 物件。",
     "Request ID": "請求 ID",
+    "Request information": "Request information",
     "Request Limits": "請求限制",
     "Request Model": "請求模型",
     "Request Model Name": "請求模型名稱",
@@ -4826,7 +5460,9 @@
     "Request names your users call": "使用者呼叫的請求模型名稱",
     "Request overrides, routing behavior, and upstream model automation": "請求覆蓋、路由行為和上游模型自動化",
     "Request Path": "請求路徑",
+    "Request path not supported": "Request path not supported",
     "Request policies": "請求策略",
+    "Request policy decisions": "請求策略決策",
     "Request processing": "請求處理",
     "Request rejected locally": "請求在本機被拒絕",
     "Request retry": "請求重試",
@@ -4839,6 +5475,7 @@
     "Request timed out, please refresh and restart GitHub login": "請求逾時，請重新整理頁面後重新發起 GitHub 登入",
     "Request-based": "含請求條件",
     "Requested items": "請求項數",
+    "Requested model": "Requested model",
     "Requested quota": "請求金額",
     "Requested quota: {{quota}}": "請求金額：{{quota}}",
     "Requested redemption code IDs": "請求刪除的兌換碼 ID",
@@ -4855,7 +5492,6 @@
     "Requests will be forwarded to this worker. Trailing slashes are removed automatically.": "請求將被轉發到此 Worker。最後的斜線會自動移除。",
     "Requests:": "請求：",
     "Require email verification for new accounts": "要求新用戶驗證電郵",
-    "Retry budget": "重試預算",
     "Require job success before follow-up actions": "在後續操作前要求任務成功",
     "Require login to view models": "要求登入才能查看模型",
     "Require login to view rankings": "要求登入才能查看排行榜",
@@ -4863,10 +5499,12 @@
     "required": "必填",
     "Required": "必需",
     "Required events:": "必需事件：",
+    "Required permission": "所需權限",
     "Required provider, authentication, model, and group settings": "必填的供應商、鑒權、模型和分組設定",
     "Required to expose MjProxy-style image generation to end users.": "需要向終端用戶開放 MjProxy 風格的圖像生成。",
     "Requires an available channel and access to its group.": "仍需有可用渠道，並符合使用者群組存取條件。",
     "Requires global auto-disable and this channel option.": "需同時開啟全域自動停用和本通道開關。",
+    "Requires model detection. When off, responses are delivered normally. When on, mismatched responses are rejected and a safe channel switch is attempted.": "Requires model detection. When off, responses are delivered normally. When on, mismatched responses are rejected and a safe channel switch is attempted.",
     "Requires upstream WebSocket support": "需上游支援 WebSocket",
     "Rerank": "重新排序",
     "Reroll": "重繪",
@@ -4875,6 +5513,8 @@
     "Resend codes": "重新傳送驗證碼",
     "Resend in {{seconds}}s": "{{seconds}} 秒後重送",
     "Reserve requested images; settle returned images.": "按請求數量預扣，按實際傳回數量結算。",
+    "Reserve the estimated input cost multiplied by this value, without estimating output tokens. Defaults to 1; positive decimals such as 0.5 and 1.5 are supported. Final charges use actual usage. Per-request and task prices are unaffected.": "按預估輸入費用乘以此倍率預扣，不預估輸出 token。預設為 1，支援 0.5、1.5 等正小數。最終按實際用量結算，按次和任務計費不受影響。",
+    "Reserved": "预留额度",
     "Reserved for viewing complete channel keys after secure verification.": "預留用於在安全驗證後查看完整渠道金鑰。",
     "Reset": "重置",
     "Reset {{count}} active subscriptions": "已重置 {{count}} 個有效訂閱",
@@ -4894,8 +5534,12 @@
     "Reset Credit": "重置次數",
     "Reset Credits": "重置次數",
     "Reset Cycle": "重置週期",
+    "Reset detection records": "重置检测记录",
     "Reset email sent, please check your inbox": "重置郵件已發送，請檢查您的收件箱",
     "Reset failed": "重置失敗",
+    "Reset fingerprint and benchmark history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.": "Reset fingerprint and benchmark history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.",
+    "Reset fingerprint and pelican history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.": "确认重置 {{group}} 的指纹抽检和鹈鹕检测记录？统计将从零重新累计，重置前启动的检测完成后也不计入。扣费记录和其他分组不受影响。",
+    "Reset fingerprint and vision history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.": "确认重置 {{group}} 的指纹抽检和图片识别检测记录？统计将从零重新累计，重置前启动的检测完成后也不计入。扣费记录和其他分组不受影响。",
     "Reset model ratios": "重置模型倍率",
     "Reset Passkey": "重置 Passkey",
     "Reset Passkey for {{username}}? The user will need to register a new Passkey before using passwordless login.": "要重置 {{username}} 的 Passkey 嗎？該用戶需要重新註冊 Passkey 後才能使用無密碼登入。",
@@ -4920,28 +5564,36 @@
     "Resources": "資源",
     "Responding...": "正在回覆...",
     "Response": "回應",
+    "Response delivered": "Response delivered",
     "Response Model": "回應模型",
     "Response model mismatch": "回應模型不一致",
     "Response model: {{model}}": "回應模型：{{model}}",
+    "Response speed uses recent streaming model tests; throughput uses the latest 30 valid model calls with model-test fallback. Stability uses request statistics. Price uses effective multipliers.": "回應速度使用近期串流模型測試；吞吐量使用最近 30 次有效模型呼叫，無樣本時使用模型測試。穩定性使用請求統計，價格使用實際生效倍率。",
     "Response Time": "回應時間",
     "Response time: {{duration}}": "回應時間：{{duration}}",
     "Response too large": "回應過大",
     "Responses API Version": "回應 API 版本",
+    "Responses WebSocket": "Responses WebSocket",
+    "Responses WebSocket not supported": "Responses WebSocket not supported",
     "Restore default pricing": "還原預設定價",
     "Restore defaults": "恢復預設",
     "Restore global Auto": "恢復全域 Auto",
     "Restore notifications": "恢復提醒",
     "Restrict user model request frequency (may impact high concurrency performance)": "限制用戶模型請求頻率（可能會影響高並發效能）",
     "Result": "結果",
+    "Result not retained": "結果未保留",
+    "Resume drag demo": "繼續拖曳示範",
     "Retain last N days": "保留最近N天",
     "Retain last N files": "保留最近 N 個檔案",
     "Retention days": "保留天數",
     "Retrieve result": "查詢結果",
     "Retry": "重試",
+    "Retry a server error once in the same group, then switch and cool down for 10 minutes. A failed recovery probe switches immediately.": "Retry a server error once in the same group, then switch and cool down for 10 minutes. A failed recovery probe switches immediately.",
+    "Retry a server error once in the same group. Switch and cool down for 10 minutes only when a backup is available; otherwise keep the current group. Streaming and non-streaming cooldowns are separate.": "Retry a server error once in the same group. Switch and cool down for 10 minutes only when a backup is available; otherwise keep the current group. Streaming and non-streaming cooldowns are separate.",
+    "Retry budget": "重試預算",
     "Retry Chain": "重試鏈路",
     "Retry Settings": "重試設定",
     "Retry Suggestion": "重試建議",
-    "Rules can inherit or override these defaults.": "規則可沿用或單獨覆寫。",
     "Retry Times": "重試次數",
     "Return a custom error immediately": "立即返回自訂錯誤",
     "Return Custom Error": "返回自訂錯誤",
@@ -4949,12 +5601,15 @@
     "Return Error": "返回錯誤",
     "Return per-token log probabilities": "返回每個 token 的對數概率",
     "Return to dashboard": "返回儀表板",
+    "Return to manual pool": "Return to manual pool",
     "Return to the original window to continue.": "返回原視窗繼續操作。",
     "Return vector embeddings for inputs": "為輸入返回向量嵌入",
     "Returned keys": "傳回金鑰數",
+    "Returned model": "Returned model",
     "Returned token IDs": "傳回的權杖 ID",
     "Returned: {{processed}}": "傳回 {{processed}} 個",
     "Reveal API key": "顯示 API 金鑰",
+    "Reveal full keys": "檢視完整金鑰",
     "Reveal key": "顯示金鑰",
     "Revenue": "收入",
     "Review & initialize": "審核並初始化",
@@ -4964,15 +5619,19 @@
     "Review confirmation": "檢查並確認",
     "Review every addition and overwrite before applying. Pricing, channels, and group access are not changed.": "套用前逐項檢查新增及覆寫內容，定價、渠道及分組權限不會變更。",
     "Review model rates before scaling traffic": "擴展流量前查看模型費率",
+    "Review selected changes": "核對所選變更",
+    "Review the affected Passkeys and confirm the domain removal. If the settings or impact have changed, confirmation is required again.": "請核對受影響的通行金鑰並確認刪除網域。設定或影響範圍變更後，需要重新確認。",
     "Review the affected records before applying. Pricing, channels, and model names are preserved.": "套用前請檢查受影響的記錄。定價、管道與模型名稱維持原值。",
     "Review the compatible domains and allowed websites, then save changes on the settings page.": "檢查相容網域和允許使用的網站，然後在設定頁儲存變更。",
+    "Review the model changes before applying. Unselected models stay unchanged and will not be ignored.": "請先核對模型變更。未勾選的模型保持不變，也不會加入忽略清單。",
     "Review the prices and billing expression. Confirming updates the draft; save model pricing to apply it.": "請核對價格與計費運算式。確認後僅更新草稿，儲存模型定價後生效。",
     "Review your payment details": "查看您的付款詳情",
     "Review your purchase details before proceeding.": "在繼續之前，請審閱您的購買詳情。",
     "Revoke": "撤銷",
-    "Revoke access token?": "撤銷存取權杖？",
     "Revoke session?": "撤銷此工作階段？",
-    "Revoked the system access token": "已撤銷系統存取權杖",
+    "Revoke this access token? Scripts using it stop working immediately.": "撤銷此存取令牌？使用它的腳本會立即失效。",
+    "Revoked access tokens": "已撤銷的存取令牌",
+    "Revoked an access token": "已撤銷存取令牌",
     "Rewards will be added directly to your balance": "獎勵將直接新增到您的餘額",
     "Rewrite callback URLs to the local server": "將Callback URL 重寫到本地伺服器",
     "Right to Left": "從右到左",
@@ -4997,6 +5656,8 @@
     "Routing & Mapping": "路由與對應",
     "Routing & Overrides": "路由與覆蓋",
     "Routing Group": "路由分組",
+    "Routing preference": "Routing preference",
+    "Routing preview": "路由预览",
     "Routing Reliability": "路由可靠性",
     "Routing Strategy": "路由策略",
     "Rows are user groups, columns are billing groups. Empty cells fall back to the base ratio shown in gray.": "行為用戶分組，列為收費分組。空白單元格回退到灰色顯示的基礎倍率。",
@@ -5018,12 +5679,16 @@
     "Rule editor mode": "規則編輯模式",
     "Rule group": "規則組",
     "Rule override": "規則獨立設定",
+    "rule_name cannot be empty": "rule_name 不能為空",
     "rules": "規則",
     "Rules": "規則",
     "Rules are checked in order. The first match determines the price.": "按順序比對規則，首條符合的規則決定價格。",
+    "Rules can inherit or override these defaults.": "規則可沿用或單獨覆寫。",
+    "Rules for {{group}}": "{{group}} 的規則",
     "Rules JSON": "規則 JSON",
     "Rules JSON must be an array": "規則 JSON 必須是陣列",
     "Rules match the original model value from the client request body.": "規則匹配客戶端請求體裡的原始 model 值。",
+    "Run and manage maintenance tasks and performance settings.": "執行和管理維護任務及效能設定。",
     "Run background checks using the selected test mode": "依所選檢查模式在背景執行檢查",
     "Run dry run": "執行試跑",
     "Run GC": "執行 GC",
@@ -5038,7 +5703,14 @@
     "s": "秒",
     "Safety Settings": "安全設定",
     "Same as Local": "與本地相同",
+    "Sample {{number}}": "样例 {{number}}",
+    "Sample all Astra channels": "抽检全部 Astra 渠道",
     "Sample interval: {{seconds}} seconds": "取樣間隔：{{seconds}} 秒",
+    "Sampled downgrade rate": "抽检降智率",
+    "Sampling data unavailable": "抽检数据暂不可用",
+    "Sampling failed": "抽检失败",
+    "Sampling in progress": "抽检中",
+    "Sampling queued. Results will refresh automatically.": "已安排抽检，结果会自动刷新。",
     "Sampling temperature; lower is more deterministic": "採樣溫度；越低越穩定",
     "Sandbox": "沙盤",
     "Sandbox mode": "沙盒模式",
@@ -5060,6 +5732,8 @@
     "Save failed, please retry": "儲存失敗，請重試",
     "Save general settings": "儲存通用設定",
     "Save group ratios": "儲存分組比率",
+    "Save group settings": "儲存分組設定",
+    "Save group tags": "Save group tags",
     "Save io.net settings": "儲存 io.net 設定",
     "Save log settings": "儲存日誌設定",
     "Save metadata": "儲存資料",
@@ -5070,6 +5744,7 @@
     "Save navigation": "儲存導航",
     "Save notice": "儲存通知",
     "Save or discard pricing changes before renaming metadata.": "重新命名前，請先儲存或放棄定價修改。",
+    "Save personal multipliers": "Save personal multipliers",
     "Save Preferences": "儲存偏好設定",
     "Save preview": "儲存預覽",
     "Save rate limits": "儲存速率限制",
@@ -5077,17 +5752,16 @@
     "Save sensitive words": "儲存敏感詞",
     "Save Settings": "儲存設定",
     "Save sidebar modules": "儲存側邊欄模組",
-    "Save SMTP settings": "儲存 SMTP 設定",
     "Save SSRF settings": "儲存 SSRF 設定",
     "Save Stripe settings": "儲存 Stripe 設定",
     "Save these backup codes in a safe place. Each code can only be used once.": "將這些備份代碼儲存在安全的地方。每個代碼只能使用一次。",
     "Save these codes in a safe place. Each code can only be used once.": "將這些代碼儲存在安全的地方。每個代碼只能使用一次。",
-    "Save this token now. You won't be able to view it again after closing this dialog.": "請立即儲存此令牌。關閉此對話框後，您將無法再次查看。",
     "Save token limits": "儲存令牌限制",
     "Save tool prices": "儲存工具價格",
     "Save Waffo Pancake settings": "儲存 Waffo Pancake 設定",
     "Save Worker settings": "儲存 Worker 設定",
     "Saved successfully": "儲存成功",
+    "Saving permission changes requires security verification": "修改權限後儲存需要安全驗證",
     "Saving...": "正在儲存...",
     "Scan QR Code": "掃描二維碼",
     "Scan the QR code to follow the official account and reply with “验证码” to receive your verification code.": "掃描二維碼關注官方賬號，回覆「驗證碼」以接收您的驗證碼。",
@@ -5103,6 +5777,7 @@
     "Science": "科研",
     "Scope": "作用域",
     "Scopes": "作用域",
+    "Score gap": "匹配分差",
     "Search": "搜尋",
     "Search by name or URL...": "按名稱或 URL 搜尋...",
     "Search by order number...": "按訂單號搜尋...",
@@ -5113,6 +5788,7 @@
     "Search deployments...": "搜尋部署...",
     "Search feature in development": "搜尋功能開發中",
     "Search group names...": "搜尋分組名稱...",
+    "Search groups by name or description": "搜尋分組名稱或描述",
     "Search groups...": "搜尋分組...",
     "Search icons or enter an icon key": "搜尋圖示或輸入圖示識別碼",
     "Search method identifiers...": "搜尋支付方式標識...",
@@ -5174,6 +5850,7 @@
     "Select active subscription plan": "選擇有效訂閱套餐",
     "Select all": "全選",
     "Select all (filtered)": "全選（篩選結果）",
+    "Select all changed fields": "全選變更欄位",
     "Select all matching models": "全選符合的模型",
     "Select all models": "選擇所有模型",
     "Select all models in {{category}}": "全選 {{category}} 中的模型",
@@ -5185,8 +5862,10 @@
     "Select at least one Auto group or restore global Auto.": "請至少選擇一個 Auto 分組，或恢復全域 Auto。",
     "Select at least one field to overwrite.": "請選擇至少一個要覆蓋的欄位。",
     "Select at least one model to preview mappings.": "至少選擇一個模型以預覽映射。",
+    "Select at least one permission": "至少選擇一項權限",
     "Select at least one route": "請至少選擇一條路由",
     "Select at least one target model": "請至少選擇一個目標模型",
+    "Select at least one valid permission.": "請至少選擇一個有效權限。",
     "Select at most {{max}} Auto groups": "最多選擇 {{max}} 個 Auto 分組",
     "Select body font": "選擇正文字體",
     "Select border radius": "選擇圓角大小",
@@ -5203,6 +5882,7 @@
     "Select from presets or type custom identifier.": "從預設中選擇或輸入自訂標識符。",
     "Select granularity": "選擇粒度",
     "Select groups (leave empty to keep current)": "選擇分組（留空以保持目前設定）",
+    "Select groups to exclude": "選擇不使用的分組",
     "Select interface density": "選擇介面密度",
     "Select items...": "選擇項目...",
     "Select key format": "請選擇金鑰格式",
@@ -5212,7 +5892,6 @@
     "Select locations": "選擇位置",
     "Select model": "選擇模型",
     "Select Model": "選擇模型",
-    "Session defaults": "工作階段預設",
     "Select model {{model}}": "選擇模型 {{model}}",
     "Select models": "選擇模型",
     "Select models (empty for allow all)": "選擇模型（留空表示允許所有）",
@@ -5223,7 +5902,6 @@
     "Select or enter color value": "選擇或輸入顏色值",
     "Select or enter method identifier": "選擇或輸入支付方式標識",
     "Select or enter model name": "選擇或輸入模型名稱",
-    "Sessions and retries": "工作階段與重試",
     "Select or enter payment type": "選擇或輸入支付類型",
     "Select or enter payment type key": "選擇或輸入支付處理標識",
     "Select payment method": "選擇支付方式",
@@ -5248,6 +5926,7 @@
     "Select the API endpoint region": "選擇 API 終端節點區域",
     "Select the fields you want to overwrite with upstream data. Unselected fields keep their local values.": "選擇要使用上游數據覆蓋的欄位。未選擇的欄位將保留其本地值。",
     "Select the models to keep in this channel.": "選擇要在此渠道中保留的模型。",
+    "Select the task plugins installed on the upstream gateway": "選擇上游閘道已安裝的任務插件",
     "Select theme preference": "選擇主題偏好",
     "Select theme preset": "選擇主題預設",
     "Select time granularity": "選擇時間粒度",
@@ -5257,6 +5936,7 @@
     "selected": "已選擇",
     "Selected {{count}}": "已選 {{count}} 個",
     "Selected {{selected}} / {{total}}": "已選 {{selected}} / {{total}}",
+    "Selected candidate": "Selected candidate",
     "selected channel(s). Leave empty to remove tag.": "選定的渠道。留空以移除標籤。",
     "Selected conflicts were overwritten successfully.": "選中的衝突已成功覆蓋。",
     "Selected names are": "選取的名稱是",
@@ -5268,7 +5948,6 @@
     "Send a request": "發送請求",
     "Send chat completions to the OpenAI-compatible /v1/chat/completions instead of the native Ollama /api/chat": "將對話補全請求傳送至 OpenAI 相容的 /v1/chat/completions，而不是 Ollama 原生的 /api/chat",
     "Send code": "發送驗證碼",
-    "Send email alerts when a user falls below this quota": "當用戶低於此配額時發送電郵警報",
     "Send reset email": "發送重設郵件",
     "Send the original request body to upstream without conversion. Only available for native forwarding routes.": "將原始請求體不經轉換直接傳送到上游。僅原生轉發路由可用。",
     "Sending...": "發送中...",
@@ -5284,10 +5963,14 @@
     "Server Log Management": "伺服器日誌管理",
     "Server logging is not enabled (log directory not configured)": "伺服器日誌功能未啟用（未設定日誌目錄）",
     "Server Token": "伺服器令牌",
+    "Server-side routing preview only; no model request or charge. Availability and session bindings may change the selected channel.": "仅在服务器计算路由顺序，不发送模型请求、不计费。实际选择还受可用性和会话绑定影响。",
     "Service account JSON file(s)": "服務賬號 JSON 檔案",
+    "Service status": "渠道服务状态",
+    "Service support provided by Crash Workshop Cloud Computing": "由破碎工坊云计算提供服务支持",
     "Session": "對話",
     "Session behavior": "工作階段保持",
     "Session behavior prevents switching channels": "工作階段保持設定禁止切換渠道",
+    "Session defaults": "工作階段預設",
     "Session expired!": "對話已過期！",
     "Session expired?": "對話已過期？",
     "Session rule": "工作階段規則",
@@ -5296,6 +5979,7 @@
     "Session rules table": "工作階段規則表格",
     "Session signed out": "已登出此工作階段",
     "Sessions & Access": "工作階段與存取",
+    "Sessions and retries": "工作階段與重試",
     "Set": "設定",
     "Set a discount rate for a specific recharge amount threshold.": "為特定的儲值金額閾值設定折扣率。",
     "Set a secure password (min. 8 characters)": "設定安全密碼（最少 8 個字元）",
@@ -5311,6 +5995,7 @@
     "Set prices for each set of conditions below. Cost = usage × unit price + additional charge. Token prices are per million tokens.": "為下方不同條件分別填寫價格。費用 = 用量 × 單價 + 加收費用；Token 單價按每百萬 Token 填寫。",
     "Set prices for each set of conditions below. Cost = usage × unit price + fixed fee. Token prices are per million tokens.": "為下方不同條件分別填寫價格。費用 = 用量 × 單價 + 固定費用；Token 單價按每百萬 Token 填寫。",
     "Set Project to io.cloud when creating/selecting key": "建立/選擇金鑰時將項目設定為 io.cloud",
+    "Set public aliases and visibility for each group. Hidden groups are excluded from the public status API.": "为每个分组设置公开别名和展示开关。隐藏的分组不会出现在公开状态页或接口中。",
     "Set quota amount and limits": "設定令牌可用額度和數量",
     "Set Request Header": "設定請求頭",
     "Set runtime request header: override entire value, or manipulate comma-separated tokens": "設定運行期請求頭：可直接覆蓋整條值，也可對逗號分隔的 token 做處理",
@@ -5330,7 +6015,11 @@
     "Setting updated successfully": "設定更新成功",
     "Settings": "設定",
     "Settings & Preferences": "設定與偏好",
+    "Settings take effect after saving the API key.": "Settings take effect after saving the API key.",
+    "Settings updated": "設定已更新",
     "Settings updated successfully": "設定更新成功",
+    "Settled attempt total": "已结算尝试合计",
+    "Settled by the task usage expression": "按任務用量表達式結算",
     "Setup expired. Scan the new QR code and save the new backup codes.": "設定已過期，請掃描新的 QR 碼並儲存新的備用碼。",
     "Setup guide": "設定引導",
     "Setup guide complete": "設定引導已完成",
@@ -5359,6 +6048,8 @@
     "Show or hide flow columns": "顯示或隱藏分流列",
     "Show preview": "顯示預覽",
     "Show prices in currency instead of quota.": "以貨幣而非配額顯示價格。",
+    "Show publicly": "对用户展示",
+    "Show recent degradation tag": "Show recent degradation tag",
     "Show selected models in model square": "在模型廣場顯示所選模型",
     "Show sensitive data": "顯示敏感數據",
     "Show setup guide": "顯示設定引導",
@@ -5379,6 +6070,7 @@
     "Sign In": "登入",
     "Sign in now": "立即登入",
     "Sign in required": "需要登入",
+    "Sign in to bind an account": "綁定操作需要登入",
     "Sign in with Passkey": "使用 Passkey 登入",
     "Sign out": "登出",
     "Sign out other sessions": "登出其他工作階段",
@@ -5404,37 +6096,47 @@
     "Simulation context is missing.": "缺少模擬所需的內容。",
     "Simulation time": "模擬時間",
     "Since previous sample": "自上次取樣以來",
-    "Single .js file, up to 1 MiB. Its source is shown below before upload.": "單一 .js 檔案，最大 1 MiB。上傳前會在下方顯示其原始碼。",
+    "Single .js file, up to 8 MiB. Its source is shown below before upload.": "單一 .js 檔案，最大 8 MiB。上傳前會在下方顯示其原始碼。",
     "Single Key": "單金鑰",
     "Site & Branding": "站點與品牌",
     "Site currency ({{currency}})": "站點貨幣（{{currency}}）",
     "Site Key": "站點金鑰",
     "Site URL": "網站地址",
+    "Size {{size}}": "大小 {{size}}",
     "Size:": "大小：",
     "sk_xxx or rk_xxx": "sk_xxx 或 rk_xxx",
     "Skip async task polling delay": "跳過異步任務輪詢延遲",
+    "Skip non-Astra requests too": "Skip non-Astra requests too",
+    "Skip pre-consumption when the wallet balance and limited API key balance both exceed this amount. Set to 0 to always pre-consume. Subscriptions and asynchronous tasks always reserve quota.": "錢包餘額和有限額的 API 權杖餘額都超過此金額時，略過預扣。設為 0 則一律預扣。訂閱和非同步任務一律預留額度。",
     "Skip retry on failure": "失敗後不重試",
     "Skip SMTP TLS certificate verification": "跳過 SMTP TLS 證書驗證",
+    "Skip suspected degraded groups": "Skip suspected degraded groups",
     "Skip to Main": "跳到主內容",
+    "Skip Upstream TLS Verification": "忽略上游證書驗證",
     "Slug": "標識符",
     "Slug can only contain letters, numbers, hyphens, and underscores": "Slug 只能包含字母、數字、連字符和底線",
     "Slug is required": "Slug 不能為空",
     "Slug must be less than 100 characters": "Slug 不能超過 100 個字元",
     "Smallest USD amount users can recharge (Epay)": "用戶可以儲值的最小美元金額 (Epay)",
-    "SMTP Email": "SMTP 電郵",
     "SMTP encryption": "SMTP 加密方式",
     "SMTP Host": "SMTP 主機",
+    "SMTP server is not configured": "SMTP 伺服器未設定",
     "smtp.example.com": "smtp.example.com",
     "socks5://user:pass@host:port": "socks5://user:pass@host:port",
     "Soft Errors": "軟錯誤",
     "Some channels failed: {{errorMsg}}": "部分渠道失敗：{{errorMsg}}",
+    "Some files could not be deleted ({{failed}}/{{total}})": "部分檔案刪除失敗（{{failed}}/{{total}}）",
     "Some matching models are hidden or have no available channel.": "部分符合規則的模型已隱藏或暫無可用渠道。",
     "Some plugin information could not be read": "部分外掛資訊無法讀取",
+    "Some services are degraded": "Some services are degraded",
+    "Some services are unavailable": "Some services are unavailable",
     "Something went wrong!": "出現錯誤！",
     "Sonnet Model": "Sonnet 模型",
     "Sora": "Sora",
     "Sort": "排序",
     "Sort by ID": "使用 ID 排序",
+    "Sort by priority to drag channels": "依優先級排序後可拖曳通道",
+    "Sort channels by": "通道排序依據",
     "Sort Order": "排序",
     "Sort priority": "排序優先級",
     "Source": "來源",
@@ -5461,11 +6163,14 @@
     "Special visibility rules": "特殊可見性規則",
     "Specified time": "指定時間",
     "Speculative decoding acceptance rate": "推測解碼接受率",
+    "Speed and stability use recent request statistics. Price ordering always uses your effective multiplier and does not depend on sample size.": "Speed and stability use recent request statistics. Price ordering always uses your effective multiplier and does not depend on sample size.",
+    "Speed uses recent streaming model tests; stability uses request statistics. Price uses effective multipliers.": "Speed uses recent streaming model tests; stability uses request statistics. Price uses effective multipliers.",
     "Spend limited": "消費受限",
     "Spread HTTP/2 traffic across multiple reusable connections to the same upstream origin (1-8).": "將 HTTP/2 流量分散到同一上游來源的多條可重用連線（1-8）。",
     "SQLite stores all data in a single file. Make sure that file is persisted when running in containers.": "SQLite 將所有數據儲存在單個檔案中。在容器中執行時請確保該檔案已持久化。",
     "SSL/TLS": "SSL/TLS",
     "SSRF Protection": "SSRF 保護",
+    "Stability first": "Stability first",
     "stale": "失聯",
     "Standard": "標準",
     "Standard price": "標準價格",
@@ -5484,11 +6189,13 @@
     "Started two-factor authentication setup": "開始設定兩步驟驗證",
     "STARTTLS": "STARTTLS",
     "State changed": "狀態已變更",
+    "State parameter is empty or mismatched": "state 參數為空或不相符",
     "State unchanged: {{status}}": "狀態未變更：{{status}}",
     "Static page describing the platform.": "描述平台的靜態頁面。",
     "Statistical count": "統計計數",
     "Statistical quota": "統計配額",
     "Statistical tokens": "統計 Token 數",
+    "Statistics cover the last 24 hours. Groups without samples are fallbacks, ordered by your applicable billing ratio. No price cap is applied.": "Statistics cover the last 24 hours. Groups without samples are fallbacks, ordered by your applicable billing ratio. No price cap is applied.",
     "Statistics reset": "統計已重設",
     "Status": "狀態",
     "Status & Sync": "狀態與同步",
@@ -5496,8 +6203,10 @@
     "Status Code": "狀態碼",
     "Status Code Mapping": "狀態碼映射",
     "Status code mapping must use valid HTTP status codes": "狀態碼映射必須使用有效的 HTTP 狀態碼",
+    "Status data is temporarily unavailable": "Status data is temporarily unavailable",
     "Status is outside the retry rules": "狀態碼未命中重試規則",
     "Status matches the retry rules": "狀態碼命中重試規則",
+    "Status page": "状态页",
     "Status Page Slug": "狀態頁面 Slug",
     "Status short": "狀態",
     "Status:": "狀態：",
@@ -5505,6 +6214,9 @@
     "Stay tuned though!": "敬請期待！",
     "Steer behaviour with a system instruction": "透過系統指令引導模型行為",
     "Step": "步驟",
+    "Step {{current}} of {{total}}: {{label}}": "第 {{current}} 步，共 {{total}} 步：{{label}}",
+    "Still pending addition": "仍待新增",
+    "Still pending removal": "仍待移除",
     "Stop": "停止",
     "Stop Retry": "停止重試",
     "Stop testing": "停止測試",
@@ -5520,6 +6232,7 @@
     "stream": "流",
     "Stream": "流",
     "Stream did not complete successfully": "串流輸出未成功完成",
+    "Stream end": "Stream end",
     "Stream Mode": "串流模式",
     "Stream Status": "流狀態",
     "Stream tokens incrementally as they are generated": "在生成過程中按 token 逐步串流返回",
@@ -5533,8 +6246,11 @@
     "Stripe API key (leave blank unless updating)": "Stripe API 金鑰（除非更新，否則留空）",
     "Stripe Dashboard": "Stripe 控制面板",
     "Stripe Gateway": "Stripe 閘道",
+    "Stripe is not configured or key is invalid": "Stripe 未設定或密鑰無效",
     "Stripe product price ID": "Stripe 產品價格 ID",
+    "Stripe webhook is not configured": "Stripe Webhook 未設定",
     "Stripe/Creem requires creating products on the third-party platform and entering the ID": "Stripe/Creem 需在第三方平台建立商品並填入 ID",
+    "StripePriceId is not configured for this plan": "該訂閱方案未設定 StripePriceId",
     "Structured output": "結構化輸出",
     "Submit": "提交",
     "Submit directly": "直接提交",
@@ -5553,9 +6269,13 @@
     "Subscription Management": "訂閱管理",
     "Subscription Only": "僅用訂閱",
     "Subscription plan creation and changes are locked until the administrator confirms compliance terms in Payment Gateway settings.": "管理員在支付閘道設定中確認合規條款之前，訂閱套餐的建立和修改會被鎖定。",
+    "Subscription plan is not enabled": "訂閱方案未啟用",
+    "Subscription plan title cannot be empty": "訂閱方案標題不能為空",
     "Subscription Plans": "訂閱套餐",
     "Subscription plans do NOT use the bound Product — each plan has its own dedicated Pancake product, set in the Subscriptions admin (or auto-minted via the \"+ Create\" button there).": "訂閱套餐不會使用已連結的產品。每個套餐都有獨立的 Pancake 產品，可在訂閱管理中設定，或透過其中的「+ 建立」按鈕自動生成。",
     "Subscription purchased successfully": "訂閱購買成功",
+    "Subscription purchased with balance, plan: {{plan}}, payment amount: {{amount}}, quota deducted: {{quota}}": "使用餘額購買訂閱成功，方案：{{plan}}，支付金額：{{amount}}，扣除額度：{{quota}}",
+    "Subscription purchased, plan: {{plan}}, payment amount: {{amount}}, payment method: {{method}}": "訂閱購買成功，方案：{{plan}}，支付金額：{{amount}}，支付方式：{{method}}",
     "Subscriptions": "訂閱",
     "Subtract": "減少",
     "succeeded": "已成功",
@@ -5596,6 +6316,8 @@
     "Supports plugin extensions": "支援外掛擴充",
     "Supports PNG, JPG, SVG, or WebP. Recommended size: 128×128 or smaller.": "支援 PNG、JPG、SVG 或 WebP，建議尺寸不超過 128×128。",
     "Surprise me": "給我驚喜",
+    "Suspected degradation": "疑似降智",
+    "Suspected model substitution": "疑似换模",
     "Sustained tokens per second": "持續每秒 Token 數",
     "Swap Face": "換臉",
     "Switch affinity on success": "成功後切換親和",
@@ -5604,7 +6326,10 @@
     "Switch to visual editor": "切換至視覺化編輯",
     "Switch to visual mode to add rules or apply templates.": "切換至視覺化模式後，可新增規則或套用範本。",
     "Switch to visual pricing?": "切換至視覺化定價？",
+    "Switched successfully": "换路成功",
+    "Switched to fallback group": "Switched to fallback group",
     "Switching regenerates the expression from the price table and replaces its original formatting and tier names. Changes apply only after saving.": "切換後將根據價格表重新產生運算式，取代原始寫法和級距名稱。變更將在儲存後生效。",
+    "Sync": "同步",
     "Sync Endpoint": "同步端點",
     "Sync Endpoints": "同步端點",
     "Sync Fields": "欄位同步",
@@ -5635,8 +6360,10 @@
     "System constraint": "系統限制",
     "System data statistics": "系統數據統計",
     "System default": "系統預設",
+    "System error: {{error}}": "系統錯誤: {{error}}",
     "System Info": "系統資訊",
     "System Information": "系統資訊",
+    "System initialized successfully": "系統初始化成功",
     "System initialized successfully! Redirecting…": "系統初始化成功！正在重新導向…",
     "System logo": "系統徽標",
     "System maintenance": "系統維護",
@@ -5662,6 +6389,7 @@
     "Table view": "表格檢視",
     "Tag": "標籤",
     "Tag Aggregate": "標籤聚合",
+    "Tag cannot be empty": "標籤不能為空",
     "Tag Mode": "標籤模式",
     "Tag Name": "標籤名稱",
     "Tag set successfully": "標籤設定成功",
@@ -5693,11 +6421,17 @@
     "Task Logs": "任務日誌",
     "Task Plugin": "任務外掛",
     "Task plugin *": "任務外掛 *",
+    "Task plugin does not match": "Task plugin does not match",
     "Task plugin setting updated": "任務外掛設定已更新",
+    "Task plugins": "任務外掛",
     "Task Plugins": "任务外掛",
     "Task pricing": "任務定價",
     "Task pricing must be converted manually using the task usage schema.": "任務定價需根據任務用量定義手動轉換。",
     "Task pricing not configured": "尚未設定任務定價",
+    "Task timed out": "任務逾時",
+    "Task timed out (a task left by the old system is not refunded; contact the administrator)": "任務逾時（舊系統遺留任務，不進行退款，請聯絡管理員）",
+    "Task usage data is required to estimate this expression. Check the model's task plugin configuration.": "此運算式需要任務用量資料才能估算費用，請檢查模型的任務外掛設定。",
+    "Task usage metadata is unavailable. Pricing details cannot be displayed.": "缺少任務用量欄位定義，暫時無法顯示價格明細。",
     "Task usage prices are USD per declared unit. They are not token prices and are not divided by one million.": "任務用量價格以每個已宣告單位的美元金額計價，不是 token 價格，也不會除以一百萬。",
     "Task usage prices are USD per declared unit. Token fields use dollars per 1M tokens; the editor writes / 1000000 into the expression. Other units are not divided by one million.": "任務用量價格依宣告單位以美元計。token 欄位依每 100 萬 token 的美元價輸入，編輯器會在表達式中寫入 / 1000000。其他單位不會除以一百萬。",
     "Tasks currently pending or running.": "目前等待中或執行中的任務。",
@@ -5707,6 +6441,7 @@
     "Telegram authorization failed. Please try again.": "Telegram 授權失敗，請重試。",
     "Telegram binding failed. Please try again.": "Telegram 綁定失敗，請再試一次。",
     "Telegram binding is disabled.": "Telegram 綁定已停用。",
+    "Telegram ID is empty!": "Telegram ID 為空！",
     "Telegram login has changed. Reload the page and start Telegram OAuth again.": "Telegram 登入方式已更新，請重新載入頁面並重新發起 Telegram OAuth 登入。",
     "Telegram Login Widget": "Telegram 登入小部件",
     "Telegram OAuth Client ID from BotFather": "BotFather 提供的 Telegram OAuth Client ID",
@@ -5725,17 +6460,22 @@
     "Test a model with a starter prompt, or write your own request below.": "使用入門提示詞測試模型，或在下方編寫自己的請求。",
     "Test all {{count}} models": "測試全部 {{count}} 個模型",
     "Test All Channels": "測試所有渠道",
+    "Test benchmark": "Test benchmark",
+    "Test candy": "Test candy",
     "Test Channel Connection": "測試渠道連接",
     "Test channels, refresh balances, and enable/disable individual, batch, or tagged channels.": "測試渠道、重新整理餘額，並啟用/停用單個、大量或帶標籤的渠道。",
     "Test Connection": "測試連接",
     "Test connectivity for:": "測試連接性：",
     "Test failed": "測試失敗",
+    "Test fingerprint": "检测指纹",
     "Test interval (minutes)": "測試間隔 (分鐘)",
     "Test Latency": "測試延遲",
     "Test Mode": "測試模式",
     "Test Model": "測試模型",
     "Test models and prompts from the browser": "在瀏覽器中測試模型和提示詞",
+    "Test pelican": "检测鹈鹕",
     "Test selected models": "測試所選模型",
+    "Test vision": "視覺檢測",
     "Testing all enabled channels started. Please refresh to see results.": "測試所有已啟用的渠道已開始。請重新整理以查看結果。",
     "Testing...": "測試中...",
     "Text": "文字",
@@ -5746,6 +6486,8 @@
     "Text Output": "文字輸出",
     "Text to Video": "文生影片",
     "Text-only requests": "純文字請求",
+    "The access token lacks the required permission": "存取令牌缺少所需權限",
+    "The access token lacks the required permission: {{scope}}": "存取權杖缺少所需權限：{{scope}}",
     "The action details are invalid.": "操作資訊無效。",
     "The admin configured three groups and one special ratio rule:": "管理員設定了三個分組和一條特殊倍率規則：",
     "The admin wants vip users to pay even less when they use premium. That needs an override rule: in the override matrix, set the cell at row vip, column premium to 0.3.": "管理員希望 vip 用戶使用 premium 時價格更低。這就需要一條覆蓋規則：在覆蓋矩陣中，把「行 vip、列 premium」的單元格填成 0.3。",
@@ -5762,8 +6504,10 @@
     "The button fills in this website and keeps any existing website addresses. Save changes on the settings page to apply.": "點擊按鈕會填入目前網站，並保留既有的網站位址。回到設定頁儲存後生效。",
     "The change succeeded, but the notification email could not be sent.": "變更已完成，但通知郵件傳送失敗。",
     "The changelog could not be fetched or parsed. Please try again.": "無法取得或解析更新日誌，請重試。",
+    "The Classic frontend has been removed. The theme can only be set to default": "Classic 前端已移除，主題只能設定為 default",
     "The converted price must be a finite, non-negative number.": "換算後的價格必須是有限的非負數。",
     "The current setting could not be loaded. You can still enter the website domain yourself.": "暫時無法讀取目前設定，你仍可以手動填寫網站網域。",
+    "The current sign-in method does not support security verification": "目前的認證方式不支援安全驗證",
     "The deployment node that handled the requests": "處理請求的部署節點",
     "The downloaded source does not match the sha256 declared in the index. Do not install it.": "下載到的原始碼與索引宣告的 sha256 不一致，請勿安裝。",
     "The effective domain for Passkey registration. Must match the current domain or be its parent domain.": "用於 Passkey 註冊的有效域。必須與目前域匹配或為其父域。",
@@ -5774,7 +6518,10 @@
     "The following models in the model redirect have not been added to the \"Models\" list and may fail during invocation due to missing available models:": "模型重新導向裡的下列模型尚未新增到「模型」列表，呼叫時會因為缺少可用模型而失敗：",
     "The gateway rejected this plugin": "閘道拒絕了該外掛",
     "The index could not be fetched or parsed: {{message}}. The host may block cross-origin requests.": "索引無法取得或解析：{{message}}。該主機可能禁止跨來源請求。",
+    "The legacy token stops working on {{date}}. Create a new token to replace it.": "舊版令牌將於 {{date}} 停用，請建立新令牌替換。",
     "The login session that started this Telegram binding is no longer valid.": "發起此 Telegram 綁定的登入工作階段已失效。",
+    "The longest log time range must be at least 1 day": "日誌最長時間範圍至少為 1 天",
+    "The longest time range a user can view at once in the logs and on the dashboard, and the longest range any export can cover.": "使用者在日誌和數據看板中一次最多能查看的時間範圍，也是每次匯出的最長時間範圍。",
     "The mapped upstream model(s)": "映射的上游模型",
     "The model routing configuration could not be verified.": "無法驗證模型路由設定。",
     "The model that was requested": "被請求的模型",
@@ -5783,9 +6530,17 @@
     "The name displayed across the application": "在整個套用程式中顯示的名稱",
     "The new token will only be shown once. Copy it and store it securely.": "新令牌僅顯示一次。請複製並妥善保存。",
     "The OAuth account does not match the account linked to your profile.": "此 OAuth 帳號與已綁定的帳號不一致。",
+    "The preset never adds groups. Customize the pool to add model rules.": "预设不会添加分组。请先自定义分组池，再添加模型规则。",
     "The public URL of your server, used for OAuth callbacks, webhooks, and other external integrations": "伺服器的公開URL，用於OAuthCallback、Webhook和其他外部整合",
+    "The rate uses the closest valid fingerprint: non-Astra results count as downgraded. Rounds without a valid fingerprint are excluded.": "按最相近的有效指紋統計：非 Astra 的結果計入降智，沒有有效指紋的輪次不計入。",
+    "The ratio config API is not enabled": "倍率設定介面未啟用",
     "The requested chat preset does not exist or has been removed.": "請求的聊天預設不存在或已被刪除。",
     "The reset request stays disabled until a credit is available.": "沒有可用次數時，重置請求會保持停用。",
+    "The result was returned in the API response and was not saved as an artifact": "結果已在介面回應中返回，未保存為製品",
+    "The returned model is diagnostic metadata, not proof of the model that ran.": "The returned model is diagnostic metadata, not proof of the model that ran.",
+    "The search pattern can contain at most 2 % wildcards": "搜尋模式中最多允許包含 2 個 % 萬用字元",
+    "The search pattern cannot contain consecutive % wildcards": "搜尋模式中不允許包含連續的 % 萬用字元",
+    "The server returned the following result. Unselected models remain pending.": "以下為伺服器回傳的處理結果，未勾選的模型仍保留為待處理項目。",
     "The setup wizard will use this database during initialization.": "設定精靈將在初始化過程中使用此資料庫。",
     "The site exchange rate is invalid. Prices are shown in USD.": "站點匯率無效，價格以美元顯示。",
     "The site is not available at the moment.": "該站點目前不可用。",
@@ -5794,9 +6549,11 @@
     "The sync will fetch missing models and vendors from the selected source. Existing records are updated only when you approve conflicts.": "同步將從選定的源獲取缺失的模型和供應商。僅在您批准衝突時才會更新現有記錄。",
     "The system always bills in USD. Site currency makes entering and converting prices easier; amounts are converted to USD using the site exchange rate. Switching currencies does not change the actual price. Raw billing expressions always use USD.": "系統底層統一使用美元計價。選擇站點貨幣是為了方便輸入和換算，金額會按站點匯率轉換為美元。切換貨幣不會改變實際價格；原始計費表達式一律使用美元。",
     "The system currently uses: {{domain}}": "系統目前使用：{{domain}}",
+    "The system is already initialized": "系統已完成初始化",
     "The task was accepted; submission cannot be replayed": "任務已接受，無法重複提交",
     "The Telegram authorization request is invalid or expired.": "Telegram 授權要求無效或已過期。",
     "The telegram OAuth provider name is reserved. Ask your administrator to rename the conflicting custom provider.": "telegram 是保留的 OAuth 提供方名稱，請聯絡管理員重新命名衝突的自訂提供方。",
+    "The time range cannot exceed {{days}} days": "時間跨度不能超過 {{days}} 天",
     "The token group that will have a custom ratio": "將具有自訂比例的令牌分組",
     "The token has no group, so it is billed as the user group vip, using the base ratio of vip.": "令牌未設定分組，因此按用戶分組 vip 收費，使用 vip 的基礎倍率。",
     "The two roles of a group": "分組的兩種角色",
@@ -5805,6 +6562,7 @@
     "The unique name for this vendor": "此供應商的唯一名稱",
     "The upstream address this plugin sends requests to. The plugin declares no default, so it must be filled in.": "外掛傳送請求的上游位址。該外掛未宣告預設位址，必須手動填寫。",
     "The upstream channel that served the requests": "處理請求的上游渠道",
+    "The upstream key has unlimited quota. Turn on \"Allow querying user quota\" for this key on the upstream to see the real balance.": "上游令牌是無限額度，在上游為這個令牌開啟「允許查詢使用者額度」後才能查到真實餘額。",
     "The upstream natively supports all three protocols; every selected route is forwarded without conversion.": "上游原生支援三種協議，所選路由均不經轉換直接轉發。",
     "The upstream response is valid JSON, but it does not match the OpenAI credit_summary format. The channel balance was not updated.": "上游回應是有效 JSON，但不符合 OpenAI credit_summary 格式，渠道餘額未更新。",
     "The upstream returned a model name different from both the requested and upstream models. Aliases or dated versions may also cause this; this warning alone does not prove model substitution.": "上游回傳的模型名稱與請求模型、上游請求模型皆不一致。模型別名或日期版本也可能造成差異，不能僅憑此警示認定模型遭到替換。",
@@ -5834,10 +6592,13 @@
     "Third-party plugin risk": "第三方外掛风险",
     "Third-party source risk": "第三方來源風險",
     "Third-party-only plugins become unavailable immediately. In-flight tasks will be handled by timeout cleanup.": "純第三方外掛將立即不可用，進行中的任務將由逾時清理處理。",
+    "This {{provider}} account cannot be linked to an existing account automatically, please sign in or register another way and then link {{provider}} in account settings": "無法自動將該 {{provider}} 帳號關聯到現有帳號，請使用其他方式登入或註冊後，在帳號設定中綁定 {{provider}}",
+    "This {{provider}} account has already been bound": "該 {{provider}} 帳號已被綁定",
     "This action cannot be undone.": "此操作無法撤銷。",
     "This action cannot be undone. This will permanently delete your account and remove all your data from our servers.": "此操作無法撤銷。這將永久刪除您的用戶並從我們的伺服器中移除您的所有數據。",
     "This action will permanently remove 2FA protection from your account.": "此操作將永久移除您用戶的 2FA 保護。",
     "This announcement will be removed from the list.": "此公告將從列表中移除。",
+    "This API is deprecated": "該介面已棄用",
     "This API key has no quota limit. Requests still require available wallet or subscription quota.": "此權杖不限額，請求仍受錢包餘額或訂閱額度限制。",
     "This API shortcut will be removed from the list.": "此 API 快捷方式將從列表中移除。",
     "This base URL points at a private or local network host. Make sure it is an upstream you control.": "該 Base URL 指向內網或本機位址，請確認這是你可控的上游服務。",
@@ -5846,6 +6607,8 @@
     "This changelog is not available in your language. Showing English.": "此更新日誌暫無目前語言版本，現顯示英文。",
     "This channel has no configured models.": "該渠道沒有設定模型。",
     "This channel is not an Ollama channel.": "該渠道不是 Ollama 渠道。",
+    "This channel is not in multi-key mode": "該渠道不是多金鑰模式",
+    "This channel serves the models of every selected plugin. The upstream New API gateway must have the same plugins installed.": "此渠道將提供所選每個插件的模型。上游 New API 閘道必須安裝相同的插件。",
     "This channel type does not support fetching models": "此渠道類型不支援獲取模型",
     "This channel type requires additional configuration": "此渠道類型需要填寫額外設定",
     "This combination will be billed as free.": "此組合將免費計費。",
@@ -5858,6 +6621,7 @@
     "This email address is already in use.": "此信箱地址已被使用。",
     "This email address is not allowed by the administrator's email policy.": "此信箱地址不符合管理員設定的信箱規則。",
     "This expression cannot be edited visually without losing information.": "此運算式無法在不遺失資訊的情況下轉為視覺化編輯。",
+    "This expression cannot be expanded into a price table. View the original expression below.": "此運算式暫不支援展開為價格表，可查看下方原始運算式。",
     "This expression cannot be represented by the price table. Switching discards the entire expression, including request rules, and resets all prices to zero. Configure prices before saving.": "價格表無法表示此運算式。切換後將捨棄整個運算式（包括請求規則），並將所有價格重設為零。請重新設定價格後再儲存。",
     "This expression cannot be represented by the price table. You can switch to visual editing by confirming that the expression will be discarded.": "價格表無法表示此運算式。確認捨棄運算式後，仍可切換至視覺化編輯。",
     "This expression cannot be simulated in the browser.": "此運算式無法在瀏覽器中模擬。",
@@ -5867,6 +6631,7 @@
     "This external account is already bound.": "此第三方帳戶已被綁定。",
     "This FAQ entry will be removed from the list.": "此 FAQ 條目將從列表中移除。",
     "This feature is experimental. Configuration format and behavior may change.": "此功能為實驗性功能。設定格式和行為可能會發生變化。",
+    "This feature requires signing in to the dashboard": "此功能需要登入面板後使用",
     "This field does not support wildcards or regular expressions.": "這裡不支援萬用字元或正則表達式。",
     "This historical record predates audit-info tracking and cannot be backfilled. The current instance already records server IP, callback IP, payment method, and system version for new top-ups going forward.": "該條歷史記錄缺少審計欄位。目前版本已支援記錄伺服器 IP、Callback IP、支付方式與系統版本等審計資訊；這些欄位僅會寫入後續新產生的記錄，歷史記錄無法自動補齊。",
     "This identifier is sent to the payment backend when creating an order. Use alipay for Alipay, wxpay for WeChat Pay, stripe for Stripe. Custom values must be supported by your payment provider.": "建立訂單時會把這個標識提交給支付後端。支付寶填 alipay，微信填 wxpay，Stripe 填 stripe。自訂值必須是支付服務支援的標識。",
@@ -5879,11 +6644,11 @@
     "This model has both fixed price and ratio billing conflicts": "此模型同時存在固定價格和比例收費衝突",
     "This model has both fixed-price and ratio settings. Saving the current mode will rewrite the conflicting fields.": "該模型同時存在固定價格和比例設定。儲存目前模式會重寫衝突欄位。",
     "This model has both fixed-price and token-price settings. Saving the current mode will rewrite the conflicting fields.": "該模型同時存在固定價格和按 token 價格設定。儲存目前模式會重寫衝突欄位。",
-    "This model has different image request multipliers across channels. Use separate billing model names to convert them.": "此模型在不同通道上的圖片請求倍率不同，請使用獨立的計費模型名稱分別轉換。",
     "This model has provider-specific billing and must be converted manually.": "此模型使用供應商專用計費邏輯，需手動轉換。",
     "This model is billed by usage, but the administrator has not configured its pricing yet.": "此模型按用量計費，但管理員尚未設定價格。",
     "This model is not available in any group, or no group pricing information is configured.": "此模型在任何分組中均不可用，或未設定分組定價資訊。",
     "This month": "本月獲得",
+    "This OAuth provider still has linked users and cannot be deleted. Unbind all users first.": "該 OAuth 供應商仍有使用者綁定，無法刪除。請先解除所有使用者綁定。",
     "This OpenRouter Claude price derives cache-write usage from upstream cost and must be converted manually.": "此 OpenRouter Claude 定價根據上游費用反推快取寫入用量，需要手動轉換。",
     "This operation is only supported for vLLM channels": "此操作僅支援 vLLM 管道",
     "This operation is only supported for vLLM or SGLang channels": "此操作僅支援 vLLM 或 SGLang 渠道",
@@ -5899,8 +6664,13 @@
     "This route discovers upstream OpenAI models and cannot be split or matched by client model rules.": "此路由用於探索上游 OpenAI 模型，無法拆分或使用用戶端模型規則配對。",
     "This route is used only by channel management to discover upstream models.": "此路由僅供渠道管理取得上游模型。",
     "This route is used only by channel management to query the upstream balance.": "此路由僅供渠道管理查詢上游餘額。",
+    "This rule does not have include_rule_name enabled, so its cache cannot be cleared by rule": "該規則未啟用 include_rule_name，無法依規則清空快取",
+    "This sends 32 independent Meow probes per enabled Astra channel. Upstream costs are paid by the platform. Existing tasks will not be duplicated. Please allow at least 5 minutes between rounds.": "每个已启用的 Astra 渠道发送 32 次独立 meow 检测请求，费用由平台承担。不会重复创建已有任务，两轮至少间隔 5 分钟。",
+    "This sends up to 3 independent requests per enabled Astra channel. Upstream costs are paid by the platform, not customer tokens. Existing tasks will not be duplicated. Please allow at least 5 minutes between rounds.": "将向每个启用的 Astra 渠道发送最多 3 次独立请求，上游费用由平台承担，不扣用户令牌额度。已有任务不会重复发送，两轮手动抽检至少间隔 5 分钟。",
     "This session will lose access immediately and must sign in again.": "此工作階段將立即失去存取權限，且必須重新登入。",
     "This site currently has {{count}} models enabled": "本站目前已啟用模型，總計 {{count}} 個",
+    "This slug conflicts with a built-in OAuth provider": "該 Slug 與內建 OAuth 供應商衝突",
+    "This slug is already in use": "該 Slug 已被使用",
     "This source does not publish a sha256 for this version, so the downloaded source cannot be pinned to what the source intended.": "該來源未為此版本提供 sha256，因此無法確認下載到的原始碼與該來源所發布的內容一致。",
     "This source lists no installable task plugins.": "該來源未列出任何可安裝的任務外掛。",
     "This Telegram account is already bound.": "此 Telegram 帳號已綁定。",
@@ -5912,20 +6682,24 @@
     "This user account is disabled.": "此使用者帳號已停用。",
     "This user account no longer exists.": "此使用者帳號已不存在。",
     "this user group": "此用戶分組",
+    "This user has no active subscription to this plan": "該使用者沒有有效的此套餐訂閱",
     "This user has no bindings": "該用戶無任何連結",
+    "This user is already a common user": "該使用者已經是一般使用者",
+    "This user is already an administrator": "該使用者已經是管理員",
     "This verification has already been used. Please verify again.": "此驗證憑證已使用，請重新驗證。",
     "This verification method is currently unavailable.": "此驗證方式目前無法使用。",
     "This verification method is not allowed for this action.": "此操作不允許使用該驗證方式。",
     "This verification method requires its dedicated verification flow.": "此驗證方式需要透過專用驗證流程完成。",
     "This version is ignored": "已忽略此版本",
+    "This version is saved but not active. Activate it to replace the current version, or activate it later from the Versions tab.": "此版本已儲存但尚未啟用。啟用後將取代目前版本，也可以稍後在外掛詳情的「版本」頁中啟用。",
     "This week": "本週",
     "This will append 2 template rules (Codex CLI and Claude CLI) to the existing rule list.": "這將在現有規則列表中追加 2 條模板規則（Codex CLI 和 Claude CLI）。",
     "This will clear custom pricing ratios and revert to upstream defaults.": "這將清除自訂定價比例並恢復到上游預設值。",
     "This will delete all": "這將刪除所有",
+    "This will delete all <strong>used</strong>, <strong>disabled</strong>, and <strong>expired</strong> redemption codes.": "這將刪除所有<strong>已使用</strong>、<strong>已停用</strong>和<strong>已過期</strong>的兌換碼。",
     "This will delete all channel affinity cache entries still in memory.": "這將刪除記憶體中所有的渠道親和性緩存條目。",
     "This will delete temporary cache files that have not been used for more than 10 minutes": "這將刪除超過 10 分鐘未使用的臨時緩存檔案",
     "This will extend the deployment by the specified hours.": "這將透過指定的小時數延長部署。",
-    "This will immediately invalidate your existing access token. Any applications or scripts using it will stop working.": "這會立即使現有存取令牌失效。任何正在使用它的應用程式或指令碼都將停止運作。",
     "This will permanently delete all manually and automatically disabled channels. This action cannot be undone.": "這將永久刪除所有手動停用和自動停用的渠道。此操作無法撤銷。",
     "This will permanently delete API key": "這將永久刪除 API 金鑰",
     "This will permanently delete redemption code": "這將永久刪除兌換碼",
@@ -5995,18 +6769,25 @@
     "Token": "令牌",
     "token (unit)": "token",
     "Token Breakdown": "Token 明細",
+    "Token cache hit rate": "Token cache hit rate",
+    "Token count exceeds the limit. Only exact search is allowed, do not use the % wildcard": "令牌數量超過上限，僅允許精確搜尋，請勿使用 % 萬用字元",
     "Token Endpoint": "令牌端點",
     "Token Endpoint (Optional)": "Token 端點（可選）",
     "Token estimator": "Token 估算器",
     "Token group": "令牌分組",
+    "Token has expired and cannot be enabled. Please modify the expiration time or set it to never expire": "令牌已過期，無法啟用，請先修改令牌過期時間，或者設定為永不過期",
     "Token has no group": "令牌未設定分組",
     "Token ID": "權杖 ID",
+    "Token ID or user ID is empty": "令牌 ID 或使用者 ID 為空",
     "Token identifier": "權杖識別碼",
+    "Token IDs cannot be empty": "令牌 ID 不能為空",
     "Token Limits": "令牌限制",
     "Token management": "令牌管理",
     "Token Management": "令牌管理",
     "Token Mgmt": "令牌管理",
+    "Token name": "令牌名稱",
     "Token Name": "令牌名稱",
+    "Token name is too long": "令牌名稱過長",
     "Token obtained from your Gotify application": "從您的 Gotify 套用程式獲取的 Token",
     "Token operation details": "權杖操作詳情",
     "Token or per-call pricing": "按 token 或按次計費",
@@ -6016,6 +6797,7 @@
     "Token price for creating cache entries.": "建立緩存條目的 token 價格。",
     "Token price for image input.": "圖像輸入 token 價格。",
     "Token prices": "Token 價格",
+    "Token quota is exhausted and cannot be enabled. Please modify the remaining quota or set it to unlimited": "令牌可用額度已用盡，無法啟用，請先修改令牌剩餘額度，或者設定為無限額度",
     "Token regenerated and copied to clipboard": "令牌已重新生成並複製到剪貼簿",
     "Token scope": "權杖範圍",
     "Token share by model author across the last 24 hours": "過去 24 小時內各廠商的 Token 佔比",
@@ -6034,16 +6816,21 @@
     "Tokens Only": "僅限 Token",
     "Tokens per minute": "每分鐘 Token 數",
     "Tokens since launch": "發佈以來累計 Token",
+    "Tokens_usage": "Token",
     "Tokens-only mode will show raw quota values regardless of this toggle.": "Tokens-only 模式將無視此開關顯示原始配額值。",
     "Too many active login sessions. On a device where you are already signed in, open Login sessions and use “Sign out other sessions” to revoke them. If you cannot access a signed-in device, reset your password to sign out all sessions.": "有效登入工作階段數量已達上限。請在一台已登入的裝置上開啟「登入工作階段」，使用「登出其他工作階段」將其撤銷。如果無法存取任何已登入裝置，請重設密碼以登出所有工作階段。",
     "Too many files. Some were not added.": "檔案過多。部分未添加。",
     "Too many incorrect codes. Start email verification again.": "驗證碼錯誤次數過多，請重新開始信箱驗證。",
+    "Too many items in batch request, maximum is {{max}}": "批次請求數量過多，最多 {{max}} 筆",
     "Too many login sessions were created recently. Please wait for the rolling window to pass, then try again.": "近期建立的登入工作階段過多。請等待滾動時間窗口結束後再試。",
     "Too many requests": "請求過於頻繁",
     "Tool / function declarations the model may call": "模型可呼叫的工具 / 函數聲明",
     "Tool identifier": "工具標識",
+    "Tool price \"{{name}}\" must be a finite non-negative number": "工具價格「{{name}}」必須是有限的非負數字",
+    "Tool price \"{{name}}\" must be a non-negative number": "工具價格「{{name}}」必須是非負數字",
     "Tool price settings": "工具價格設定",
     "Tool prices": "工具價格",
+    "Tool prices must be a JSON object": "工具價格必須是 JSON 物件",
     "Tool-choice policy or specific tool name": "工具選擇策略或具體工具名",
     "Tools": "工具",
     "Top {{count}}": "前 {{count}}",
@@ -6057,15 +6844,24 @@
     "Top models by traffic": "流量最高的模型",
     "Top P": "Top P",
     "Top up balance and view billing history.": "儲值餘額並查看賬單歷史。",
+    "Top up, pay for subscriptions, check in, and transfer referral rewards.": "儲值、支付訂閱、簽到和轉移邀請獎勵。",
     "Top Users": "熱門用戶",
     "Top vendors": "熱門廠商",
     "Top-up": "儲值",
+    "Top-up amount cannot be less than {{min}}": "儲值數量不能小於 {{min}}",
+    "Top-up amount cannot exceed {{max}}": "儲值數量不能大於 {{max}}",
     "Top-up amount options": "儲值金額選項",
     "Top-up Audit Info": "儲值審計資訊",
     "Top-up group ratios": "儲值分組比例",
+    "Top-up is processing, please try again later": "儲值處理中，請稍後再試",
     "Top-Up Link": "儲值連結",
+    "Top-up order does not exist": "充值訂單不存在",
+    "Top-up quota exceeds the range the system can represent": "儲值額度超出系統可表示範圍",
+    "Top-up quota limit exceeded": "超出儲值額度上限",
+    "Top-up quota must be greater than 0": "儲值額度必須大於 0",
     "top-up ratio": "儲值倍率",
     "Top-up ratio": "儲值倍率",
+    "Topped up {{quota}} with a redemption code, code ID {{id}}": "透過兌換碼儲值 {{quota}}，兌換碼 ID {{id}}",
     "Topup Amount": "儲值金額",
     "Total": "總計",
     "Total {{count}} records": "共 {{count}} 筆記錄",
@@ -6084,6 +6880,7 @@
     "Total invitation revenue": "總邀請收入",
     "Total Log Size": "日誌總大小",
     "Total Quota": "總額度",
+    "Total quota cannot be negative": "總額度不能為負數",
     "Total quota included in the plan, usable per billing period. 0 means unlimited.": "套餐包含的總額度，每個收費周期可用；0 表示不限量",
     "Total requests allowed per period. 0 = unlimited.": "每周期允許的總請求數。0 = 無限制。",
     "Total requests made": "總請求數",
@@ -6104,11 +6901,13 @@
     "Transfer": "轉移",
     "Transfer Amount": "轉移金額",
     "Transfer failed": "轉賬失敗",
+    "Transfer failed {{error}}": "劃轉失敗 {{error}}",
     "Transfer Rewards": "轉移獎勵",
     "Transfer successful": "轉賬成功",
     "Transfer to Balance": "轉移到餘額",
     "Translation": "翻譯",
     "Transparent Billing": "透明收費",
+    "Transport error": "Transport error",
     "Trend": "趨勢",
     "Trending down": "下降趨勢",
     "Trending up": "上升趨勢",
@@ -6130,6 +6929,8 @@
     "TTL (seconds)": "TTL（秒）",
     "Tune selection priority, testing, status handling, and request overrides.": "調整選擇優先級、測試、狀態處理和請求覆蓋。",
     "Turnstile is enabled but site key is empty.": "Turnstile 已啟用但站點金鑰為空。",
+    "Turnstile token is empty": "Turnstile token 為空",
+    "Turnstile verification failed, please refresh and try again!": "Turnstile 驗證失敗，請重新整理後再試！",
     "Tutoring, learning aids, assessment": "輔導、學習輔助與測評",
     "Two-factor Authentication": "雙重身份驗證",
     "Two-Factor Authentication": "兩步驗證",
@@ -6143,13 +6944,18 @@
     "Type": "類型",
     "Type (common)": "類型（常用）",
     "Type *": "類型 *",
+    "Type <username/> to confirm": "輸入 <username/> 以確認",
     "Type a command or search...": "輸入命令或搜尋...",
     "Type the confirmation text here": "在此輸入確認文字",
     "Type-Specific Settings": "特定類型設定",
     "Type:": "類型：",
     "UI granularity only &mdash; data is still aggregated hourly": "僅 UI 粒度 &mdash; 數據仍按小時匯總",
     "Unable to build Passkey assertion": "無法建立 Passkey 斷言",
+    "Unable to classify": "无法判定",
     "Unable to compare versions": "無法比較版本",
+    "Unable to confirm the update result": "無法確認更新結果",
+    "Unable to connect to {{provider}} server, please try again later": "無法連線至 {{provider}} 伺服器，請稍後再試",
+    "Unable to create the Passkey credential": "無法建立 Passkey 憑證",
     "Unable to estimate price for this deployment.": "無法為該部署估算價格。",
     "Unable to generate chat link. Please contact your administrator.": "無法生成聊天連結。請聯絡您的管理員。",
     "Unable to load groups": "無法載入分組",
@@ -6163,15 +6969,22 @@
     "Unable to read clipboard": "無法讀取剪貼簿",
     "Unauthorized": "未經授權",
     "Unauthorized Access": "未經授權的存取",
+    "Unauthorized, insufficient privileges": "無權進行此操作，權限不足",
+    "Unauthorized, invalid access token": "無權進行此操作，access token 無效",
+    "Unauthorized, invalid user info": "無權進行此操作，使用者資訊無效",
+    "Unauthorized, not logged in and no access token provided": "無權進行此操作，未登入且未提供 access token",
+    "Unauthorized, the access token has expired": "存取權杖已過期",
     "Unavailable": "無法顯示",
     "Unbind": "解綁",
     "Unbind failed": "解綁失敗",
     "Unbound {{provider}}": "已解綁 {{provider}}",
+    "Unbound successfully": "解綁成功",
     "Unchanged": "不變",
     "Underflow": "下溢",
     "Underground": "暗夜",
     "Understand how user groups, token groups, ratios, and special rules work together.": "了解用戶分組、令牌分組、倍率和特殊規則如何共同生效。",
     "Understand image inputs alongside text": "在文字之外理解圖像輸入",
+    "Undo": "復原",
     "Unexpected release payload": "意外的版本數據格式",
     "Unified API Gateway for": "統一 API 閘道，服務於",
     "Unique identifier for this group.": "此組的唯一標識符。",
@@ -6184,14 +6997,22 @@
     "Units per USD": "每 USD 單位數",
     "Unknown": "未知",
     "Unknown device": "未知裝置",
+    "Unknown OAuth provider": "未知的 OAuth 供應商",
+    "Unknown rule name": "未知規則名稱",
+    "Unknown setting type: {{type}}": "未知的設定類型：{{type}}",
     "Unknown version": "未知版本",
     "Unlimited": "無限制",
     "Unlimited Quota": "無限配額",
+    "Unrecognized status code": "無法識別的狀態碼",
     "Unsaved changes": "未儲存的變更",
     "Unset legacy prices use the billing engine defaults.": "未設定的舊模式價格使用計費引擎的預設值。",
     "Unset price": "未設定價格",
     "Unset price models": "未設定價格模型",
     "Unsupported account password hashing configuration.": "帳戶密碼雜湊設定不受支援。",
+    "Unsupported add mode": "不支援的新增模式",
+    "Unsupported operation": "不支援的操作",
+    "Unsupported payment channel": "不支援的支付管道",
+    "Unsupported payment method": "不支援的支付方式",
     "Unsupported verification method: {{method}}": "不支援的驗證方式：{{method}}",
     "Until": "至",
     "Untitled": "未命名",
@@ -6210,6 +7031,7 @@
     "Update Channel": "更新渠道",
     "Update channel configuration and click save when you're done.": "更新渠道設定，完成後點擊儲存。",
     "Update check timed out. Try again.": "檢查更新逾時，請重試。",
+    "Update completed": "更新完成",
     "Update configuration": "更新設定",
     "Update failed": "更新失敗",
     "Update Model": "更新模型",
@@ -6217,8 +7039,10 @@
     "Update plan info": "更新套餐資訊",
     "Update Provider": "更新供應商",
     "Update Redemption Code": "更新兌換碼",
+    "Update results": "更新結果",
     "Update selected fields": "更新所選欄位",
     "Update succeeded": "更新成功",
+    "Update successful": "更新成功",
     "Update the API key by providing necessary info.": "透過提供必要資訊更新 New API 金鑰。",
     "Update the configuration for this custom OAuth provider.": "更新此自訂 OAuth 供應商的設定。",
     "Update the redemption code by providing necessary info.": "透過提供必要資訊更新兌換碼。",
@@ -6238,6 +7062,8 @@
     "Updated a subscription plan": "更新了一個訂閱計劃",
     "Updated a vendor": "更新了一個供應商",
     "Updated At": "更新時間",
+    "Updated at {{time}} · refreshes every 15 seconds": "Updated at {{time}} · refreshes every 15 seconds",
+    "Updated at {{time}} · refreshes every minute": "更新于 {{time}} · 每分钟自动刷新",
     "Updated channel {{name}} (ID: {{id}})": "更新渠道 {{name}}（ID: {{id}}）",
     "Updated channel status (ID: {{id}})": "更新渠道狀態（ID: {{id}}）",
     "Updated daily": "每日更新",
@@ -6253,6 +7079,7 @@
     "Upgrade and enable": "升級並啟用",
     "Upgrade available: v{{installed}} to v{{latest}}": "可升級：v{{installed}} → v{{latest}}",
     "Upgrade Group": "升級分組",
+    "Upgrade group does not exist": "升級分組不存在",
     "Upgrade plaintext SMTP connection with STARTTLS before authentication": "在身份驗證前使用 STARTTLS 升級明文 SMTP 連接",
     "Upload": "上傳",
     "Upload a JavaScript task platform plugin.": "上傳 JavaScript 任务平台外掛。",
@@ -6271,9 +7098,12 @@
     "Uploading...": "上傳中...",
     "Upscale": "放大",
     "Upstream": "上游",
+    "Upstream attempts": "上游尝试与费用",
     "Upstream authentication": "上游驗證方式",
+    "Upstream connection": "上游連線",
     "Upstream did not return reset credit details.": "上游未返回重置次數詳情。",
     "Upstream JSON response": "上游 JSON 回應",
+    "Upstream model": "Upstream model",
     "Upstream Model": "上游請求模型",
     "Upstream Model Detection Settings": "偵測上游模型設定",
     "Upstream model detection task started. Track progress in System Info, then refresh to review staged updates.": "上游模型檢測任務已開始。可在「系統資訊」中查看進度，完成後重新整理以查看待處理的更新。",
@@ -6290,6 +7120,7 @@
     "Upstream prices fetched successfully": "已成功獲取上游價格",
     "Upstream protocol plan": "上游協議方案",
     "Upstream ratios fetched successfully": "上游比率獲取成功",
+    "Upstream receives": "上游收到",
     "Upstream request failed": "上游請求失敗",
     "Upstream Request ID": "上游請求 ID",
     "Upstream response": "上游回應",
@@ -6300,27 +7131,36 @@
     "Upstream Response (billing-usage-gemini)": "上游返回（billing-usage-gemini）",
     "Upstream Response (billing-usage-openai-estimated)": "上游返回（billing-usage-openai-estimated）",
     "Upstream Response (billing-usage-openai)": "上游返回（billing-usage-openai）",
+    "Upstream returned no usage": "上游無計費資訊",
+    "Upstream returned no usage, so nothing was charged (possibly an upstream timeout)": "上游沒有返回計費資訊，無法扣費（可能是上游逾時）",
     "upstream services integrated": "上游服務適配",
     "Upstream Task ID": "上游任務 ID",
+    "Upstream task not found": "上游找不到這個任務",
+    "Upstream task plugins": "上游任務插件",
+    "Upstream task timed out (over 1 hour)": "上游任務逾時（超過 1 小時）",
     "Upstream Updates": "上游更新",
     "Upstream URL": "上游 URL",
     "Upstream URL must be a full URL": "上游 URL 必須是完整 URL",
+    "Upstream usage": "上游真实用量",
     "Upstream vendor missing": "上游缺少供應商資訊",
     "uptime": "正常執行時間",
     "Uptime": "執行時間",
     "Uptime (30d)": "可用率 (30 天)",
     "Uptime (last 30 days)": "可用率（最近 30 天）",
     "Uptime Kuma": "Uptime Kuma",
+    "Uptime Kuma groups cannot exceed 20 entries": "Uptime Kuma 分組數量不能超過 20 個",
     "Uptime Kuma groups saved successfully": "Uptime Kuma 組儲存成功",
     "Uptime Kuma URL": "Uptime Kuma URL",
     "Uptime since": "執行時間始於",
     "URL": "URL",
     "URL is required": "URL 為必填項",
+    "URL must start with http:// or https://": "URL 必須以 http:// 或 https:// 開頭",
     "URL to your logo image (optional)": "您的徽標圖片 URL（可選）",
     "US dollar (USD)": "美元（USD）",
     "Usage": "用量",
     "Usage · {{price}}": "用量 · {{price}}",
     "Usage at a glance": "用量概覽",
+    "Usage details": "用量明细",
     "Usage guide": "使用教學",
     "Usage logs": "使用日誌",
     "Usage Logs": "使用日誌",
@@ -6328,6 +7168,7 @@
     "Usage parameters": "用量參數",
     "Usage percentage": "已用比例",
     "Usage prices": "用量價格",
+    "Usage source": "用量来源",
     "Usage-based": "基於使用量",
     "Usage-based billing": "按用量計費",
     "Usage-based billing · price not configured": "按用量計費 · 尚未設定價格",
@@ -6341,7 +7182,9 @@
     "Use a different stable value for each instance, then restart the service.": "每個實例使用不同且穩定的值，然後重啟服務。",
     "Use a Passkey from another website": "使用其他網站的通行金鑰",
     "Use a path to append it to the channel Base URL, or enter a full URL to override the Base URL for this route.": "填寫以 / 開頭的路徑時會自動拼接渠道 Base URL；填寫完整 URL 時，此路由會直接使用該 URL。",
+    "Use access tokens to call the dashboard API from scripts. Each token only has the permissions you select.": "在腳本中呼叫面板 API 時使用存取令牌。每個令牌只擁有你勾選的權限。",
     "Use an HTTPS domain (or localhost for development) to configure Passkey.": "請透過 HTTPS 網域設定 Passkey；本機開發可使用 localhost。",
+    "Use at most 20 tags, each no longer than 40 characters.": "Use at most 20 tags, each no longer than 40 characters.",
     "Use authenticator code": "使用驗證器代碼",
     "Use backup code": "使用備用代碼",
     "Use Bearer for all protocols": "所有協議統一使用 Bearer",
@@ -6352,6 +7195,7 @@
     "Use exact model names such as gpt-4o, or regex rules prefixed with re: such as re:^gemini-.": "可以填寫 gpt-4o 這類精確模型名，也可以填寫 re:^gemini- 這類以 re: 開頭的正則規則。",
     "Use expression pricing when a dependent price is non-zero and its base price is zero.": "基礎價格為零而關聯價格非零時，請使用運算式定價。",
     "Use external tools to extend capabilities": "透過外部工具擴展能力",
+    "Use Mantle for supported Claude models and automatic prompt caching. Keep InvokeModel for older models and Amazon Nova.": "支援的 Claude 模型及自動提示快取可使用 Mantle。舊模型和 Amazon Nova 請繼續使用 InvokeModel。",
     "Use model-level expression": "沿用模型層級運算式",
     "Use model-level pricing": "使用模型層級價格",
     "Use one available reset credit for this channel. The reset request is sent only after confirmation.": "將為目前渠道使用 1 次可用重置次數。只有確認後才會發送重置請求。",
@@ -6366,7 +7210,9 @@
     "Use the existing token total": "使用現有 token 總長度",
     "Use the full-width table to scan prices, then select a row to edit it here.": "先在表格中快速瀏覽價格，然後選擇一行在這裡編輯。",
     "Use the group set on the token. If the token has no group, use the user group. The auto group tries the auto assignment order from top to bottom.": "使用令牌上設定的分組；令牌未設定分組時，使用用戶分組。auto 分組會按自動分組順序從上到下嘗試。",
+    "Use the group set on the token. If the token has no group, use the user group. The auto group tries the configured groups from top to bottom.": "使用權杖設定的分組；權杖未設定分組時，使用使用者分組。auto 分組會依設定順序由上到下嘗試各分組。",
     "Use the pricing group table to manage the ratio and whether the group appears in the token creation dropdown.": "使用定價分組表管理倍率，以及該分組是否出現在建立令牌的下拉框中。",
+    "Use the same priority as the highlighted channels": "與醒目顯示的渠道使用相同優先級",
     "Use this callback URL pattern when registering a custom OAuth provider.": "註冊自訂 OAuth 提供商時使用此回呼 URL 格式。",
     "Use this token for API authentication": "使用此令牌進行 API 身份驗證",
     "Use tier(name, fixed(amount)) for a USD price per request. Group and request multipliers still apply.": "使用 tier(name, fixed(amount)) 設定以美元計價的每次請求價格。分組倍率和請求倍率仍然生效。",
@@ -6399,15 +7245,21 @@
     "User dashboard and quota controls.": "用戶儀表板和配額控制。",
     "User deleted successfully": "用戶刪除成功",
     "User demoted to regular user successfully": "已成功降級為普通用戶",
+    "User detection": "用户检测",
     "User disabled successfully": "用戶停用成功",
+    "User does not exist": "使用者不存在",
     "User enabled successfully": "用戶啟用成功",
     "User Exclusive Ratio": "專屬倍率",
     "User group": "用戶分組",
     "User Group": "用戶分組",
     "User group name": "用戶分組名稱",
+    "User group will be reverted to {{group}}": "使用者分組將回退到 {{group}}",
+    "User group will be upgraded to {{group}}": "使用者分組將升級到 {{group}}",
     "User Group: {{ratio}}x": "用戶分組：{{ratio}}x",
     "User groups that can access channels with this tag": "可以存取帶有此標籤的渠道的用戶分組",
     "User groups that can access this channel. ": "可以存取此渠道的用戶組。",
+    "User has been banned": "使用者已被封鎖",
+    "User has been deleted": "使用者已註銷",
     "User ID": "用戶 ID",
     "User ID Field": "用戶ID欄位",
     "User ID:": "用戶 ID：",
@@ -6417,25 +7269,36 @@
     "User Menu": "用戶選單",
     "User personal functions": "用戶個人功能",
     "User promoted to admin successfully": "已成功提升為管理員",
+    "User registration failed or user ID retrieval failed": "使用者註冊失敗或無法取得使用者 ID",
     "User selectable": "用戶可選",
     "User Subscription Management": "用戶訂閱管理",
     "User updated successfully": "用戶更新成功",
     "User Verification": "用戶驗證",
     "User-Agent include (one per line)": "User-Agent include（每行一個）",
     "Username": "用戶名",
+    "Username already exists or has been deleted": "使用者名稱已存在，或已註銷",
     "Username confirmation does not match": "用戶名確認不匹配",
     "Username Field": "用戶名欄位",
+    "Username must be {{max}} characters or fewer": "使用者名稱長度不能超過 {{max}} 個字元",
     "Username or Email": "用戶名或電郵",
+    "Username or password is incorrect, or user has been banned": "使用者名稱或密碼錯誤，或使用者已被封鎖",
     "Users": "用戶",
+    "Users call": "使用者呼叫",
     "Users call the model on the left. The platform forwards the request to the upstream model on the right.": "用戶呼叫左側的模型。平台將請求轉發給右側的上游模型。",
+    "Users can download their own logs from the usage log page. Administrators can always export.": "使用者可以在使用日誌頁面下載自己的日誌。管理員始終可以匯出。",
     "Users in {{group}}": "{{group}} 分組的用戶",
     "Users must wait for a successful drawing before upscales or variations.": "用戶必須等待成功的繪圖完成，才能進行放大或變體。",
     "Users of vip, when billed as premium, pay ratio": "vip 分組的用戶，按 premium 收費時，倍率用",
     "Users only see groups marked as user selectable. Non-selectable groups can still be assigned by administrators.": "用戶只能看到標記為用戶可選的分組。不可選分組仍可由管理員分配。",
     "uses": "使用次數",
+    "Uses the group Astra fingerprint and pelican checks; other models have not been individually tested. Off by default.": "Uses the group Astra fingerprint and pelican checks; other models have not been individually tested. Off by default.",
+    "Uses the group Astra fingerprint and vision checks; other models have not been individually tested. Off by default.": "Uses the group Astra fingerprint and vision checks; other models have not been individually tested. Off by default.",
     "Using built-in or default pricing": "使用內建或預設定價",
     "Using the complete global Auto order ({{count}} groups)": "正在使用完整的全域 Auto 順序（{{count}} 個分組）",
     "v{{installed}} is installed but this source does not list it. Installing replaces it with v{{target}}.": "目前已安裝 v{{installed}}，但該來源未列出此版本。安裝將會以 v{{target}} 取代它。",
+    "Valid probes {{count}}": "有效样本 {{count}}",
+    "Valid probes {{count}}/3": "有效探针 {{count}}/3",
+    "Validate Astra upstream model": "驗證 Astra 上游模型",
     "Validity": "有效期",
     "Validity Period": "有效期",
     "Value": "值",
@@ -6471,6 +7334,7 @@
     "Vendors still have {{count}} linked model records. Transfer or clear their assignments first.": "供應商仍有 {{count}} 筆關聯模型記錄，請先轉移或清除歸屬。",
     "Verification code": "驗證碼",
     "Verification Code": "驗證碼",
+    "Verification code is incorrect or has expired": "驗證碼錯誤或已過期",
     "Verification code must be 6 digits": "驗證碼必須是 6 位數字",
     "Verification code sent! Please check your email.": "驗證碼已發送！請檢查您的電郵。",
     "Verification code updates every 30 seconds.": "驗證碼每 30 秒更新一次。",
@@ -6482,14 +7346,26 @@
     "Verification failed. Please try again.": "驗證失敗，請重試。",
     "Verification flow expired": "驗證流程已過期",
     "Verification is not configured properly": "驗證未正確設定",
+    "Verification method": "驗證方式",
     "Verification proof was not returned": "伺服器未傳回驗證憑證",
     "Verification required to reveal the saved key.": "需要驗證才能顯示已儲存的金鑰。",
     "Verification scope is missing": "缺少驗證範圍",
+    "Verified": "已校验",
     "Verify": "驗證",
     "Verify again before retrying this action.": "重試此操作前，請重新驗證。",
     "Verify and Sign In": "驗證並登入",
     "Verify routing with Playground or your client": "使用 Playground 或你的用戶端驗證路由",
     "Verify Setup": "驗證設定",
+    "Verify to create administrator": "驗證後建立管理員",
+    "Verify to delete user": "驗證後刪除用戶",
+    "Verify to demote user": "驗證後降級用戶",
+    "Verify to disable user": "驗證後停用用戶",
+    "Verify to enable user": "驗證後啟用用戶",
+    "Verify to promote user": "驗證後提升用戶",
+    "Verify to reset 2FA": "驗證後重置 2FA",
+    "Verify to reset Passkey": "驗證後重置 Passkey",
+    "Verify to unbind account": "驗證後解綁帳號",
+    "Verify to update user credentials": "驗證後更新用戶憑證",
     "Verify to view channel key": "驗證後查看渠道金鑰",
     "Verify upstream pricing": "請確認上游價格",
     "Verify your database connection": "驗證資料庫連接",
@@ -6505,6 +7381,8 @@
     "Vertex AI API Key mode does not support batch creation": "Vertex AI API Key 模式不支援大量建立",
     "Vertex AI does not support functionResponse.id. Enable this to remove the field automatically.": "Vertex AI 不支援 functionResponse.id 欄位，開啟後將自動移除該欄位",
     "Vertex AI Key Format": "Vertex AI 金鑰格式",
+    "Vertex AI keys for batch adding cannot be empty": "批次新增 Vertex AI 的金鑰不能為空",
+    "Vertex AI Project ID": "Vertex AI 專案 ID",
     "Vertex AI service account key must be valid JSON": "Vertex AI 服務賬號金鑰必須是有效 JSON",
     "Video": "影片",
     "Video length in seconds": "影片時長（秒）",
@@ -6513,15 +7391,23 @@
     "Vidu": "Vidu",
     "View": "查看",
     "View all currently available models": "查看目前可用的所有模型",
+    "View all top-up records, subscription plans, and user subscriptions.": "檢視所有儲值記錄、訂閱套餐和用戶訂閱。",
+    "View all users' usage logs, statistics, and tasks.": "檢視所有用戶的使用日誌、統計和任務。",
+    "View API keys and their settings without the full key.": "檢視 API 金鑰及其設定，不含完整金鑰。",
     "View API token key": "檢視 API 權杖金鑰",
     "View API token keys in batch": "批次檢視 API 權杖金鑰",
     "View audit records from user and admin roles. Root records are always excluded.": "查看 user 和 admin 角色的稽核記錄，一律排除 root 層級記錄。",
+    "View balance, top-up records, subscriptions, and referral information.": "檢視餘額、儲值記錄、訂閱和邀請資訊。",
     "View changelog source": "檢視日誌原始檔",
     "View channel lists and details without secrets.": "查看不含金鑰的渠道列表和詳情。",
     "View channel secrets": "查看渠道金鑰",
+    "View complete API keys.": "檢視完整的 API 金鑰。",
+    "View deployments and price estimates.": "檢視部署和價格估算。",
     "View detailed information about this user including balance, usage statistics, and invitation details.": "查看此用戶的詳細資訊，包括餘額、使用統計和邀請詳情。",
     "View details": "查看詳情",
     "View document": "查看文檔",
+    "View groups and prefill groups.": "檢視分組和預填充分組。",
+    "View installed task plugins and their settings.": "檢視已安裝的任務外掛及其設定。",
     "View issued reset credits, grant dates, and expiration.": "查看已發放的重置次數、發放日期和到期時間。",
     "View key for API token “{{name}}”": "檢視 API 權杖「{{name}}」的金鑰",
     "View logs": "查看日誌",
@@ -6529,27 +7415,39 @@
     "View mode": "檢視模式",
     "View model statistics and charts": "查看模型統計和圖表",
     "View models": "查看模型",
+    "View models and vendors, and preview upstream sync.": "檢視模型和供應商，並預覽上游同步。",
     "View other accounts' audit logs": "查看其他帳戶稽核日誌",
+    "View Passkey, two-factor, and sign-in binding status.": "檢視 Passkey、兩步驗證和登入綁定狀態。",
+    "View performance, system tasks, and system information.": "檢視效能、系統任務和系統資訊。",
     "View Pricing": "查看定價",
     "View pricing for {{model}}": "查看 {{model}} 的定價",
+    "View redemption codes.": "檢視兌換碼。",
     "View scope": "檢視範圍",
+    "View system settings, custom OAuth providers, and price sync sources.": "檢視系統設定、自訂 OAuth 提供者和價格同步來源。",
     "View the complete details for this": "查看此條",
     "View the complete details for this log entry": "查看此日誌條目的完整詳情",
     "View the complete details for this task": "查看此任務的完整詳情",
     "View the complete error message and details": "查看完整錯誤資訊與詳情",
     "View the complete prompt and its English translation": "查看完整提示詞及其英文翻譯",
     "View the generated image": "查看生成的圖片",
+    "View users, their sign-in bindings, and permission settings.": "檢視用戶及其登入綁定和權限設定。",
+    "View your profile, groups, and available models.": "檢視個人資料、分組和可用模型。",
     "View your topup transaction records and payment history": "查看您的儲值交易記錄和付款歷史",
+    "View your usage logs, statistics, tasks, and audit logs.": "檢視你的使用日誌、統計、任務和稽核日誌。",
     "Viewed channel key {{name}} (ID: {{id}})": "查看渠道金鑰 {{name}}（ID: {{id}}）",
     "Violation Code": "違規代碼",
     "Violation deduction amount": "違規扣費金額",
     "Violation Fee": "違規扣費",
+    "Violation fee charged": "已收取違規費用",
     "Violation Marker": "違規標記",
     "vip": "vip",
+    "VIP group": "VIP 分組",
     "VIP users with premium access": "擁有高級存取權限的 VIP 用戶",
     "Visible": "可見",
     "Visible only to users with access to the model’s groups.": "僅向有權存取模型所屬群組的使用者顯示。",
     "Vision": "視覺",
+    "Vision check · passes when the response contains 音响 or 音箱.": "Vision check · passes when the response contains 音响 or 音箱.",
+    "Vision test": "圖片識別檢測",
     "Vision, image / video, document chat": "視覺理解、圖像 / 影片、文檔對話",
     "Visit Settings → General and adjust quota options...": "訪問設定 → 通用並調整配額選項...",
     "Visitors must authenticate before accessing the pricing directory.": "訪客必須先進行身份驗證才能存取定價目錄。",
@@ -6570,7 +7468,11 @@
     "vs. previous": "相較上期",
     "Waffo": "Waffo",
     "Waffo Aggregator Gateway": "Waffo 聚合閘道",
+    "Waffo Pancake configuration is incomplete": "Waffo Pancake 設定不完整",
+    "Waffo Pancake credentials are not configured": "Waffo Pancake 憑證未設定",
     "Waffo Pancake Dashboard": "Waffo Pancake 控制台",
+    "Waffo Pancake is not configured or key is invalid": "Waffo Pancake 未設定或密鑰無效",
+    "Waffo Pancake is not fully configured. Complete the gateway binding in payment settings first.": "Waffo Pancake 未完成設定，請先在支付設定中完成閘道綁定",
     "Waffo Pancake MoR": "Waffo Pancake MoR",
     "Waffo Pancake Payment Gateway": "Waffo Pancake 支付閘道",
     "Waffo Pancake product created": "Waffo Pancake 產品已建立",
@@ -6579,8 +7481,10 @@
     "Waffo Pancake settings saved": "Waffo Pancake 設定已儲存",
     "Waffo Payment": "Waffo 支付",
     "Waffo Payment Gateway": "Waffo 支付閘道",
+    "Waffo payment is not enabled": "Waffo 支付未啟用",
     "Waffo Public Key (Production)": "Waffo 公鑰（生產）",
     "Waffo Public Key (Sandbox)": "Waffo 公鑰（沙盒）",
+    "WaffoPancakeProductId is not configured for this plan": "該訂閱方案未設定 WaffoPancakeProductId",
     "Waiting": "等待中",
     "Waiting for email...": "等待電郵...",
     "Waiting for two comparable samples. Counter resets restart the sampling window.": "等待兩次可比較的取樣，計數重設後將重新開始統計。",
@@ -6590,6 +7494,7 @@
     "Wallet Management": "錢包管理",
     "Wallet management and personal preferences.": "錢包管理和個人偏好設定。",
     "Wallet Only": "僅用錢包",
+    "Wallet pre-consume bypass threshold (USD)": "錢包免預扣門檻（美元）",
     "Wallet quota limit exceeded": "超出錢包額度範圍",
     "Warning": "警告",
     "Warning: Base URL should not end with /v1. New API will handle it automatically. This may cause request failures.": "警告：基礎 URL 不應以 /v1 結尾。New API 將自動處理它。這可能導致請求失敗。",
@@ -6614,9 +7519,11 @@
     "Webhook URL": "Webhook 地址",
     "Webhook URL (Production):": "Webhook URL（生產）：",
     "Webhook URL (Test):": "Webhook URL（測試）：",
+    "Webhook URL cannot be empty": "Webhook 位址不能為空",
     "Webhook URL:": "Webhook URL:",
     "Website is under maintenance!": "網站正在維護中！",
     "WeChat": "微信",
+    "WeChat ID is empty!": "微信 ID 為空！",
     "WeChat login QR code": "微信登入二維碼",
     "WeChat Pay": "微信支付",
     "WeChat sign in": "微信登入",
@@ -6632,8 +7539,10 @@
     "Welcome back!": "歡迎回來！",
     "Welcome to our New API...": "歡迎使用我們的 New API...",
     "Well-Known URL": "Well-Known URL",
-    "Well-Known URL must start with http:// or https://": "知名 URL 必須以 http:// 或 https:// 開頭",
+    "Well-Known URL must start with http:// or https://": "Well-Known URL 必須以 http:// 或 https:// 開頭",
+    "What do you want to change?": "你想修改什麼？",
     "What would you like to know?": "您想了解什麼？",
+    "When a channel is disabled or re-enabled automatically, or a test of all channels finishes": "渠道被自動停用或重新啟用，或全部渠道測試完成時",
     "When a token uses the auto group, the system tries groups from top to bottom until it finds an available group.": "當令牌使用 auto 分組時，系統會按從上到下的順序嘗試，直到找到可用分組。",
     "When billed as {{group}}": "按 {{group}} 收費時",
     "When conditions match": "條件成立時",
@@ -6648,6 +7557,7 @@
     "When enabled, newly created tokens start in the first auto group.": "啟用後，新建立的令牌將從第一個自動分組開始。",
     "When enabled, prompts are scanned before reaching upstream models.": "啟用後，提示將在到達上游模型之前被掃描。",
     "When enabled, the store field will be blocked": "開啟後將阻止 store 欄位透傳",
+    "When enabled, this API key can be used to check your account's remaining and used quota.": "開啟後，可用這個令牌查詢帳戶的剩餘額度和已用額度。",
     "When enabled, users can pick this group when creating tokens.": "啟用後，用戶建立令牌時可以選擇該分組。",
     "When enabled, violation requests will incur additional charges.": "開啟後，違規請求將額外扣費。",
     "When enabled, zero-cost models also pre-consume quota before final settlement.": "啟用後，零成本模型也會在最終結算前預先消耗配額。",
@@ -6690,11 +7600,15 @@
     "You are running the latest version ({{version}}).": "您正在執行最新版本 ({{version}})。",
     "You can add models manually or try fetching again.": "可以手動新增模型，也可以重新取得。",
     "You can close this tab once the binding completes or a success message appears in the original window.": "連結完成後或原窗口出現成功訊息後，您可以關閉此標籤頁。",
+    "You can create at most {{count}} access tokens": "最多可建立 {{count}} 個存取令牌",
+    "You can create up to {{count}} access tokens": "最多可建立 {{count}} 個存取令牌",
     "You can manually add them in \"Custom Model Names\", click \"Fill\" and then submit, or use the operations below to handle automatically.": "你可以在「自訂模型名稱」處手動新增它們，然後點擊「填入」後再提交，或者直接使用下方操作自動處理。",
     "You can only check in once per day": "每日僅可簽到一次，請勿重複簽到",
     "You can still edit non-sensitive operations fields such as models, groups, priority, and weight.": "你仍可編輯模型、分組、優先級和權重等非敏感運維欄位。",
+    "You cannot grant one or more of these permissions.": "你無法授予其中一項或多項權限。",
     "You commit not to use this system to implement, assist with, or indirectly implement acts that violate applicable laws and regulations, regulatory requirements, platform rules, public interests, or the lawful rights and interests of third parties.": "你承諾不會使用本系統實施、協助實施或間接實施違反適用法律法規、監管要求、平台規則、公共利益或第三方合法權益的行為。",
     "You commit to using upstream APIs, accounts, keys, quotas, and service capabilities only within the scope of lawful authorization obtained from upstream service providers, model service providers, or relevant rights holders, and will not conduct unauthorized resale, trafficking, distribution, or other non-compliant commercialization.": "你承諾僅在從上游服務供應商、模型服務供應商或相關權利人處獲得合法授權的範圍內使用上游 API、用戶、金鑰、額度和服務能力，並不會進行未經授權的轉售、倒賣、分發或其他不合規商業化行為。",
+    "You do not have permission to edit channels": "你沒有編輯通道的權限",
     "You do not have permission to edit sensitive channel settings.": "你沒有權限編輯敏感渠道設定。",
     "You do not have permission to perform this action.": "你沒有執行此操作的權限。",
     "You don't have necessary permission": "您沒有必要的權限",
@@ -6722,7 +7636,6 @@
     "Your new backup codes are ready": "您的新備份代碼已準備就緒",
     "Your Referral Link": "您的推薦連結",
     "Your setup guide is collapsed so usage stays in focus.": "設定引導已收起，讓用量資訊保持在焦點位置。",
-    "Your system access token for API authentication. Keep it secure and don't share it with others.": "您的系統存取令牌，用於 API 認證。請妥善保管，不要與他人分享。",
     "Your Telegram Bot Token": "您的 Telegram 機械人令牌",
     "Your transaction history will appear here": "您的交易歷史會顯示在這裡",
     "Your Turnstile secret key": "您的 Turnstile 金鑰",
@@ -6732,223 +7645,10 @@
     "Zhipu GLM": "智譜GLM",
     "Zhipu V4": "智譜 V4",
     "Zoom": "縮放",
-    "Channel error": "通道錯誤",
-    "Unrecognized status code": "無法識別的狀態碼",
-    "Correct the invalid settings before saving.": "請修正無效設定後再儲存。",
-    "Upstream connection": "上游連線",
-    "Local check": "本地檢查",
-    "Responses WebSocket": "Responses WebSocket",
-    "Cross-group retry": "跨分組重試",
-    "Request policy decisions": "請求策略決策",
-    "Candidate channels": "Candidate channels",
-    "Candidate list truncated; at most 100 candidates are stored per attempt.": "Candidate list truncated; at most 100 candidates are stored per attempt.",
-    "Copy request ID": "Copy request ID",
-    "Request information": "Request information",
-    "Affinity correlation": "Affinity correlation",
-    "Not provided": "Not provided",
-    "Filter related requests": "Filter related requests",
-    "Identifier source": "Identifier source",
-    "Requested model": "Requested model",
-    "Upstream model": "Upstream model",
-    "Returned model": "Returned model",
-    "The returned model is diagnostic metadata, not proof of the model that ran.": "The returned model is diagnostic metadata, not proof of the model that ran.",
-    "Reasoning effort": "Reasoning effort",
-    "HTTP status": "HTTP status",
-    "Stream end": "Stream end",
-    "Correlation key": "Correlation key",
-    "Priority and weight selection": "Priority and weight selection",
-    "No available channel": "No available channel",
-    "Eligible candidate": "Eligible candidate",
-    "Selected candidate": "Selected candidate",
-    "Excluded by priority": "Excluded by priority",
-    "Affinity cache hit": "Affinity cache hit",
-    "Affinity candidate unavailable": "Affinity candidate unavailable",
-    "Fixed channel not found": "Fixed channel not found",
-    "Channel disabled": "Channel disabled",
-    "Switched to fallback group": "Switched to fallback group",
-    "Request path not supported": "Request path not supported",
-    "Task plugin does not match": "Task plugin does not match",
-    "Responses WebSocket not supported": "Responses WebSocket not supported",
-    "Channel no longer exists": "Channel no longer exists",
-    "Exact model names only. Preferred groups run before the remaining pool. A successful session binding takes precedence.": "精确匹配模型名，优先分组先于池内其余分组。已有成功会话绑定优先。",
-    "Estimated usage": "估算用量",
-    "Attempt history unavailable": "尝试明细暂不可用",
-    "Preset: Astra prefers preferred-group": "预设：Astra 优先 preferred-group",
-    "Usage source": "用量来源",
-    "Collecting usage": "采集中",
-    "Model verification: pending": "等待模型确认",
-    "Upstream attempts": "上游尝试与费用",
-    "Server-side routing preview only; no model request or charge. Availability and session bindings may change the selected channel.": "仅在服务器计算路由顺序，不发送模型请求、不计费。实际选择还受可用性和会话绑定影响。",
-    "Group pool": "统一分组池",
-    "Inherit global Auto": "继承全局 Auto",
-    "Preview model": "预览模型",
-    "Upstream usage": "上游真实用量",
-    "Customize pool": "自定义分组池",
-    "Input / Output / Cache": "输入 / 输出 / 缓存读取",
-    "Verified": "已校验",
-    "Each consumed attempt is charged independently at the requested model price and its actual group ratio. The total below is a summary, not another charge.": "每次已消耗的尝试独立按请求模型价格及实际分组倍率计费。下方合计仅作汇总，不会再次扣费。",
-    "Model verification: unchecked": "模型校验未开启",
-    "Rejected without charge": "拒绝且未计费",
-    "/api/token/routing-preview": "/api/token/routing-preview",
-    "No available groups": "没有可用分组",
-    "Lower priority numbers run first. Equal priorities use round-robin. Removing a pool group also removes its rule references.": "优先级数字越小越先尝试，相同优先级轮询。删除池内分组会同时删除规则中的引用。",
-    "Not checked": "未校验",
-    "Model verification: accepted": "模型校验通过",
-    "Switched successfully": "换路成功",
-    "Rejected and charged": "拒绝但已计费",
-    "The preset never adds groups. Customize the pool to add model rules.": "预设不会添加分组。请先自定义分组池，再添加模型规则。",
-    "Pending settlement": "等待结算",
-    "Settled attempt total": "已结算尝试合计",
-    "Model preferences": "模型优先规则",
-    "Routing preview": "路由预览",
-    "Add model rule": "添加模型规则",
-    "Delete rule": "删除规则",
-    "Attempt status": "尝试状态",
-    "Inherit user group": "跟随用户分组",
-    "Invalid group pool or model rule": "分组池或模型规则无效，请检查空值、重复项、引用和数量上限",
-    "Billing group ratio": "计费分组倍率",
-    "Model rules": "模型规则",
-    "Auto-switch on Astra model mismatch": "Auto-switch on Astra model mismatch",
-    "Model detection is always active. When off, mismatched results are delivered and logged. When on, mismatched results are rejected and a safe channel switch is attempted.": "Model detection is always active. When off, mismatched results are delivered and logged. When on, mismatched results are rejected and a safe channel switch is attempted.",
-    "Each consumed attempt is charged independently, including rejected results.": "Each consumed attempt is charged independently, including rejected results.",
-    "Enable Astra auto-switch?": "Enable Astra auto-switch?",
-    "Rejected results still incur upstream usage charges. Switching sends another request that is charged separately, so one client request can incur multiple charges. If no safe switch is available, the request fails instead of delivering a mismatched result.": "Rejected results still incur upstream usage charges. Switching sends another request that is charged separately, so one client request can incur multiple charges. If no safe switch is available, the request fails instead of delivering a mismatched result.",
-    "I understand the charges, enable and save": "I understand the charges, enable and save",
-    "Legacy Astra model guard (deprecated)": "Legacy Astra model guard (deprecated)",
-    "Astra auto-switch is now controlled by each API key. This legacy channel setting no longer affects requests.": "Astra auto-switch is now controlled by each API key. This legacy channel setting no longer affects requests.",
-    "Model mismatch allowed": "Model mismatch allowed",
-    "Model verification: mismatch_allowed": "Model verification: mismatch_allowed",
-    "Model verification: mismatch_rejected": "Model verification: mismatch_rejected",
-    "Model verification: switched_success": "Switched successfully",
-    "Model verification: transport_error": "Transport error",
-    "Transport error": "Transport error",
-    "Astra auto-switch and charges": "Astra auto-switch and charges",
-    "Existing API keys keep Astra auto-switch enabled; new keys default to off. Rejected results still incur usage charges, and every additional upstream attempt is charged separately. You can change this setting for each API key.": "Existing API keys keep Astra auto-switch enabled; new keys default to off. Rejected results still incur usage charges, and every additional upstream attempt is charged separately. You can change this setting for each API key.",
-    "Remind me next time": "Remind me next time",
-    "I understand": "I understand",
-    "Astra model detection": "Astra model detection",
-    "Compare the returned model with Astra and record the result. Detection alone does not reject responses. When disabled, response model checks and switching on model mismatch are off.": "Compare the returned model with Astra and record the result. Detection alone does not reject responses. When disabled, response model checks and switching on model mismatch are off.",
-    "Requires model detection. When off, responses are delivered normally. When on, mismatched responses are rejected and a safe channel switch is attempted.": "Requires model detection. When off, responses are delivered normally. When on, mismatched responses are rejected and a safe channel switch is attempted.",
-    "Astra fingerprint sampling": "Astra 指纹抽检",
-    "Sampled downgrade rate": "抽检降智率",
-    "Probe availability": "Probe availability",
-    "{{suspect}} suspected / {{valid}} measured rounds": "{{suspect}} suspected / {{valid}} measured rounds",
-    "Astra · {{hours}}h": "Astra · {{hours}}h",
-    "Availability · {{hours}}h": "Availability · {{hours}}h",
-    "Every {{minutes}} minutes · 3 probes per channel": "Every {{minutes}} minutes · 3 probes per channel",
-    "Availability check · every {{minutes}} minutes": "Availability check · every {{minutes}} minutes",
-    "{{success}} / {{checks}} checks succeeded": "{{success}} / {{checks}} checks succeeded",
-    "{{suspect}} suspected / {{valid}} conclusive rounds": "疑似 {{suspect}} / 有效 {{valid}} 轮",
-    "Sampling data unavailable": "抽检数据暂不可用",
-    "No enabled Astra channels": "暂无启用的 Astra 渠道",
-    "Automatic sampling paused": "自动抽检已暂停",
-    "Every 30 minutes · 3 probes per channel": "每 30 分钟 · 每渠道 3 个探针",
-    "Coverage {{sampled}}/{{total}} · inconclusive {{unclear}} · failed {{errors}}": "渠道覆盖 {{sampled}}/{{total}} · 不确定 {{unclear}} · 失败 {{errors}}",
-    "Experimental behavioral samples, not proof of model identity. Luna-like inconclusive rounds count as suspected downgrades; other inconclusive and failed rounds are excluded. Samples do not verify individual customer requests.": "Experimental behavioral samples, not proof of model identity. Luna-like inconclusive rounds count as suspected downgrades; other inconclusive and failed rounds are excluded. Samples do not verify individual customer requests.",
-    "Recent sampling results": "最近抽检记录",
-    "Fingerprint matched": "指纹匹配",
-    "Suspected model substitution": "疑似换模",
-    "Inconclusive sample": "结果不确定",
-    "Sampling failed": "抽检失败",
-    "Sampling in progress": "抽检中",
-    "Valid probes {{count}}/3": "有效探针 {{count}}/3",
-    "Closest fingerprint": "最相近指纹",
-    "Score gap": "匹配分差",
-    "Sample all Astra channels": "抽检全部 Astra 渠道",
-    "Sampling queued. Results will refresh automatically.": "已安排抽检，结果会自动刷新。",
-    "This sends up to 3 independent requests per enabled Astra channel. Upstream costs are paid by the platform, not customer tokens. Existing tasks will not be duplicated. Please allow at least 5 minutes between rounds.": "将向每个启用的 Astra 渠道发送最多 3 次独立请求，上游费用由平台承担，不扣用户令牌额度。已有任务不会重复发送，两轮手动抽检至少间隔 5 分钟。",
-    "Confirm and sample": "确认并开始抽检",
-    "Astra sampling is disabled": "Astra 自动抽检已关闭",
-    "Please wait five minutes between sampling rounds": "请在两轮抽检之间至少等待 5 分钟",
-    "Service support provided by Crash Workshop Cloud Computing": "由破碎工坊云计算提供服务支持",
-    "Test pelican": "检测鹈鹕",
-    "Test fingerprint": "检测指纹",
-    "Manual detection uses your wallet balance.": "主动检测将消耗你的钱包额度。",
-    "Detection finished": "检测已完成",
-    "Detection in progress": "检测进行中",
-    "Charged": "实际扣费",
-    "Usage details": "用量明细",
-    "Detection could not be completed. Only measured usage is charged.": "检测未能完成，仅对已确认的实际用量计费。",
-    "Confirm paid detection": "确认付费检测",
-    "One channel, {{calls}} requests, group ratio {{ratio}}x.": "检测一个渠道，共 {{calls}} 次调用，分组倍率 {{ratio}}x。",
-    "Reserved": "预留额度",
-    "Charged by actual usage. Unused reservation is refunded; classification failures may still incur generation costs.": "按实际用量收费，未使用的预留额度会退回；分类失败仍可能产生模型生成费用。",
-    "Confirm and detect": "确认并检测",
-    "Normal": "正常",
-    "Suspected degradation": "疑似降智",
-    "Unable to classify": "无法判定",
-    "Pelican detection": "鹈鹕检测",
-    "Last 6 hours": "最近 6 小时",
-    "{{normal}} normal / {{degraded}} suspected / {{unknown}} unknown / {{failed}} failed": "正常 {{normal}} / 疑似 {{degraded}} / 不确定 {{unknown}} / 失败 {{failed}}",
-    "Every 30 minutes, one work per Astra channel.": "每 30 分钟，每个 Astra 渠道生成一份作品。",
-    "Recent detection results": "最近检测记录",
-    "User detection": "用户检测",
-    "Automatic detection": "自动检测",
-    "Preview work": "预览作品",
-    "Pelican work preview": "鹈鹕作品预览",
-    "No recent detections": "暂无近期检测",
-    "Non-Astra fingerprint": "降智（非 Astra）",
-    "{{downgraded}} downgraded / {{valid}} measured rounds": "降智 {{downgraded}} / 已測 {{valid}} 輪",
-    "The rate uses the closest valid fingerprint: non-Astra results count as downgraded. Rounds without a valid fingerprint are excluded.": "按最相近的有效指紋統計：非 Astra 的結果計入降智，沒有有效指紋的輪次不計入。",
-    "Automatic detection: 15–60 minutes, adjusted when results change.": "自動檢測：15–60 分鐘，隨狀態變化調整。",
-    "Current interval: {{minutes}} minutes": "目前間隔：{{minutes}} 分鐘",
-    "Current intervals: {{min}}–{{max}} minutes": "目前各渠道間隔：{{min}}–{{max}} 分鐘",
-    "3 probes per channel.": "每個渠道每輪抽檢 3 次。",
-    "One work per Astra channel.": "每個 Astra 渠道每輪生成一份作品。",
-    "Eicy relay status": "Eicy 的中转状态检测",
-    "Service status": "渠道服务状态",
-    "Live group status, model fingerprints and recent pelican works.": "查看分组状态、模型指纹与最近的鹈鹕测试作品。",
-    "Model fingerprint": "模型指纹",
-    "Not measured": "尚未检测",
-    "Downgrade rate · last 6 hours": "近 6 小时降智率",
-    "{{count}} measured rounds": "已检测 {{count}} 轮",
-    "Detection details": "检测详情",
-    "Recent pelican works": "最近的鹈鹕测试",
-    "Pelican sample {{number}}": "鹈鹕测试样例 {{number}}",
-    "Sample {{number}}": "样例 {{number}}",
-    "No pelican works yet": "暂无鹈鹕测试作品",
-    "Available models": "可用模型",
-    "{{normal}} / {{total}} groups operational": "{{normal}} / {{total}} 个分组运行正常",
-    "Updated at {{time}} · refreshes every minute": "更新于 {{time}} · 每分钟自动刷新",
-    "No recent data": "暂无近期数据",
-    "Manage display": "管理展示",
-    "Status page": "状态页",
-    "Public alias": "公开别名",
-    "Show publicly": "对用户展示",
-    "Open status page": "打开状态页",
-    "Set public aliases and visibility for each group. Hidden groups are excluded from the public status API.": "为每个分组设置公开别名和展示开关。隐藏的分组不会出现在公开状态页或接口中。",
-    "Display settings saved": "展示设置已保存",
-    "Reset detection records": "重置检测记录",
-    "Confirm reset": "确认重置",
-    "Detection records reset": "检测记录已重置",
-    "Reset fingerprint and pelican history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.": "确认重置 {{group}} 的指纹抽检和鹈鹕检测记录？统计将从零重新累计，重置前启动的检测完成后也不计入。扣费记录和其他分组不受影响。",
-    "Request and detection status by group": "各分组的请求与检测状态",
-    "Availability history": "Availability history",
-    "Last 18 checks": "Last 18 checks",
-    "Refresh in {{seconds}}s": "Refresh in {{seconds}}s",
-    "Refreshing": "Refreshing",
-    "Past": "Past",
-    "Every 15 minutes": "Every 15 minutes",
-    "Updated at {{time}} · refreshes every 15 seconds": "Updated at {{time}} · refreshes every 15 seconds",
-    "View on manxue.ai": "View on manxue.ai",
-    "Meow quick test · 32 probes per channel.": "meow 快速检测 · 每个渠道 32 次请求。",
-    "Valid probes {{count}}": "有效样本 {{count}}",
-    "Meow strong evidence for Astra counts as matched; strong evidence for another model counts as downgraded. Inconclusive rounds are excluded. Pelican quality is assessed separately.": "meow 强指向 Astra 即为指纹通过；强指向其他模型才计入降级。证据不足的轮次不计入。鹈鹕能力表现独立评估。",
-    "This sends 32 independent Meow probes per enabled Astra channel. Upstream costs are paid by the platform. Existing tasks will not be duplicated. Please allow at least 5 minutes between rounds.": "每个已启用的 Astra 渠道发送 32 次独立 meow 检测请求，费用由平台承担。不会重复创建已有任务，两轮至少间隔 5 分钟。",
-    "Test benchmark": "Test benchmark",
-    "Meow benchmark · auxiliary": "Meow benchmark · auxiliary",
-    "Meow results are auxiliary and do not affect the fingerprint downgrade rate.": "Meow results are auxiliary and do not affect the fingerprint downgrade rate.",
-    "Recent benchmark results": "Recent benchmark results",
-    "ModelTrace · 3 independent probes per channel.": "ModelTrace · 3 independent probes per channel.",
-    "ModelTrace fingerprint": "ModelTrace fingerprint",
-    "ModelTrace is the primary signal. Three valid probes, at least 80% candidate probability and a 0.5 score gap are required for classification. Other rounds are inconclusive. Probabilities are relative to the candidate bank.": "ModelTrace is the primary signal. Three valid probes, at least 80% candidate probability and a 0.5 score gap are required for classification. Other rounds are inconclusive. Probabilities are relative to the candidate bank.",
-    "Live group status, ModelTrace fingerprints and auxiliary Meow benchmarks.": "Live group status, ModelTrace fingerprints and auxiliary Meow benchmarks.",
-    "Reset fingerprint and benchmark history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.": "Reset fingerprint and benchmark history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.",
-    "Candy test": "糖果题测试",
-    "Passed": "通过",
-    "Not passed": "未通过",
-    "{{normal}} passed / {{degraded}} not passed / {{failed}} failed to run": "通过 {{normal}} / 未通过 {{degraded}} / 运行失败 {{failed}}",
-    "Candy question · one request per channel. Only an answer of 21 passes.": "每个渠道每轮请求 1 次，仅答案为 21 时通过。",
-    "Recent candy test results": "最近糖果题结果"
+    "不稳定": "Unstable",
+    "不降智": "No degradation",
+    "伪官Key": "Unofficial key",
+    "官Key": "Official key",
+    "打野": "Shared access"
   }
 }
diff --git a/web/src/i18n/locales/zh.json b/web/src/i18n/locales/zh.json
index 068a9ce..485f813 100644
--- a/web/src/i18n/locales/zh.json
+++ b/web/src/i18n/locales/zh.json
@@ -1,16 +1,8 @@
 {
   "translation": {
-    "Auto-switch on group degradation": "分组降智时自动切换",
-    "For Astra requests, skip groups whose latest valid fingerprint in the last 6 hours is non-Astra and continue through the group pool. Groups with no valid result remain eligible.": "Astra 请求会跳过最近 6 小时内最后一次有效指纹检测为非 Astra 的分组，按分组池顺序继续选择；没有有效检测结果的分组仍可使用。",
     "360": "360",
     "1000": "1000",
     "10000": "10000",
-    "Model verification": "返回模型校验",
-    "Response delivered": "已向客户端交付",
-    "Model verification: confirmation_timeout": "模型确认超时",
-    "Model verification: missing_model": "上游未提供模型",
-    "Model verification: confirmation_buffer_limit": "模型确认数据超限",
-    "Model verification: model_mismatch": "响应模型不符",
     "_copy": "_复制",
     "，": "，",
     ", and": "，和",
@@ -47,6 +39,7 @@
     "{{count}} announcements will be removed from the list.": "将从列表中移除 {{count}} 条公告。",
     "{{count}} API shortcuts will be removed from the list.": "将从列表中移除 {{count}} 个 API 快捷方式。",
     "{{count}} available channels": "{{count}} 个可用渠道",
+    "{{count}} call samples": "{{count}} 次调用",
     "{{count}} channel(s) deleted": "已删除 {{count}} 个渠道",
     "{{count}} channel(s) disabled": "已禁用 {{count}} 个渠道",
     "{{count}} channel(s) enabled": "已启用 {{count}} 个渠道",
@@ -61,20 +54,23 @@
     "{{count}} FAQ entries will be removed from the list.": "将从列表中移除 {{count}} 个 FAQ 条目。",
     "{{count}} hours ago": "{{count}} 小时前",
     "{{count}} incidents": "{{count}} 起事件",
-    "2xx, 504 and 524 are always excluded.": "2xx、504、524 始终排除。",
     "{{count}} incidents in the last 24 hours": "最近 24 小时 {{count}} 个异常桶",
     "{{count}} incidents in the last 30 days": "最近 30 天 {{count}} 起事件",
     "{{count}} IP(s)": "{{count}} 个 IP",
+    "{{count}} linked model records": "{{count}} 条关联模型记录",
+    "{{count}} log entries removed.": "已删除 {{count}} 条日志。",
+    "{{count}} measured rounds": "已检测 {{count}} 轮",
+    "{{count}} minutes ago": "{{count}} 分钟前",
     "{{count}} model mapping(s)": "{{count}} 条模型映射",
     "{{count}} model(s) redirected": "已重定向 {{count}} 个模型",
     "{{count}} model(s) skipped because another model derives the same request name": "{{count}} 个模型与其他模型生成了相同的请求名，已跳过",
     "{{count}} model(s) unchanged by the rule were skipped": "{{count}} 个模型不受规则影响，已跳过",
-    "{{count}} linked model records": "{{count}} 条关联模型记录",
-    "{{count}} log entries removed.": "已删除 {{count}} 条日志。",
-    "{{count}} minutes ago": "{{count}} 分钟前",
     "{{count}} models": "{{count}} 个模型",
     "{{count}} months ago": "{{count}} 个月前",
+    "{{count}} outside this view": "其中 {{count}} 个不在当前视图",
     "{{count}} override": "{{count}} 个覆盖",
+    "{{count}} permissions": "{{count}} 项权限",
+    "{{count}} permissions are no longer available": "{{count}} 项权限不在当前权限目录中",
     "{{count}} providers": "{{count}} 个服务方",
     "{{count}} records selected. Bulk actions are available.": "已选择 {{count}} 条记录，可执行批量操作。",
     "{{count}} selected": "已选择 {{count}} 条",
@@ -89,6 +85,7 @@
     "{{currency}} / {{unit}} tokens": "{{currency}} / {{unit}} Token",
     "{{currency}} price per 1M input tokens.": "每百万输入 Token 的价格，单位为 {{currency}}。",
     "{{currency}} price per 1M tokens.": "每百万 Token 的价格，单位为 {{currency}}。",
+    "{{downgraded}} downgraded / {{valid}} measured rounds": "降智 {{downgraded}} / 已测 {{valid}} 轮",
     "{{field}} updated to {{value}}": "{{field}} 已更新为 {{value}}",
     "{{field}} updated to {{value}} for tag: {{tag}}": "标签「{{tag}}」的 {{field}} 已更新为 {{value}}",
     "{{first}} and {{second}}": "{{first}}且{{second}}",
@@ -99,13 +96,26 @@
     "{{modality}} not supported": "不支持 {{modality}}",
     "{{modality}} supported": "支持 {{modality}}",
     "{{n}} model(s) selected": "已选 {{n}} 个模型",
+    "{{name}} called {{count}} times, cost {{quota}}": "{{name}} 调用 {{count}} 次，调用花费 {{quota}}",
+    "{{normal}} / {{total}} groups operational": "{{normal}} / {{total}} 个分组运行正常",
+    "{{normal}} normal / {{degraded}} suspected / {{unknown}} unknown / {{failed}} failed": "正常 {{normal}} / 疑似 {{degraded}} / 不确定 {{unknown}} / 失败 {{failed}}",
+    "{{normal}} passed / {{degraded}} not passed / {{failed}} failed to run": "通过 {{normal}} / 未通过 {{degraded}} / 运行失败 {{failed}}",
+    "{{normal}} passed / {{degraded}} not passed / {{incomplete}} capability incomplete / {{failed}} failed to run": "通过 {{normal}} / 未通过 {{degraded}} / 能力残缺 {{incomplete}} / 运行失败 {{failed}}",
     "{{operation}} (ID: {{id}})": "{{operation}}（ID: {{id}}）",
+    "{{percent}}% OFF": "优惠 {{percent}}%",
     "{{processed}} of {{total}} log entries processed.": "已处理 {{processed}} / {{total}} 条日志。",
     "{{protocol}} auth name": "{{protocol}} 认证名称",
     "{{protocol}} auth value": "{{protocol}} 认证值",
     "{{protocol}} authentication": "{{protocol}} 认证",
+    "{{provider}} login and registration has not been enabled by administrator": "管理员未开启通过 {{provider}} 登录以及注册",
+    "{{provider}} returned empty user info, please check settings": "{{provider}} 获取用户信息为空，请检查设置",
+    "{{provider}} top-up succeeded, amount added: {{quota}}, payment amount: {{amount}}": "{{provider}} 充值成功，充值额度: {{quota}}，支付金额: {{amount}}",
+    "{{selected}} of {{total}} changed fields selected": "已勾选 {{selected}} / {{total}} 个变更字段",
     "{{start}}–{{end}}": "{{start}}至{{end}}",
+    "{{success}} / {{checks}} checks succeeded": "成功 {{success}} / 探测 {{checks}} 次",
     "{{success}} succeeded, {{failed}} failed": "{{success}} 个成功，{{failed}} 个失败",
+    "{{suspect}} suspected / {{valid}} conclusive rounds": "疑似 {{suspect}} / 有效 {{valid}} 轮",
+    "{{suspect}} suspected / {{valid}} measured rounds": "疑似 {{suspect}} / 已测 {{valid}} 轮",
     "{{target}} test failed": "{{target}} 测试失败",
     "{{target}} test succeeded": "{{target}} 测试成功",
     "{{total}} models · {{syncable}} syncable · {{skipped}} skipped this time": "共 {{total}} 个模型 · 可同步 {{syncable}} · 本次不处理 {{skipped}}",
@@ -115,13 +125,14 @@
     "{{value}}s": "{{value}} 秒",
     "@lobehub/icons key": "@lobehub/icons 键",
     "@lobehub/icons key name": "@lobehub/icons 键名",
+    "/api/token/routing-preview": "/api/token/routing-preview",
     "/status/": "/status/",
     "/your/endpoint": "/your/endpoint",
     "#1 App": "#1 应用",
     "#1 by usage": "使用量第一",
     "#1 Model": "#1 模型",
     "% off": "折",
-    "`, and `-nothinking` suffixes while routing to the correct Gemini variant.": "`, 和 `-nothinking` 后缀，同时路由到正确的 Gemini 变体。",
+    "`, `-nothinking`, and effort suffixes such as `-high` while routing to the correct Gemini variant. When off, model names are sent upstream unchanged.": "`、`-nothinking` 以及 `-high` 等推理强度后缀，同时路由到正确的 Gemini 变体。关闭后模型名原样发送给上游。",
     "© 2025 Your Company. All rights reserved.": "© 2025 您的公司。保留所有权利。",
     "+{{count}} more": "还有 {{count}} 项",
     "| Based on": "| 基于",
@@ -137,21 +148,31 @@
     "1 Month": "1 个月",
     "1 month ago": "1 个月前",
     "1 week ago": "1 周前",
+    "1 year": "1 年",
     "1 year ago": "1 年前",
     "1. Create an application in your Gotify server": "1. 在您的 Gotify 服务器中创建一个应用程序",
+    "1. Select models users call": "1. 选择用户调用的模型",
+    "1. Select upstream models": "1. 选择上游模型",
     "10 / page": "10 条/页",
     "100 / page": "100 条/页",
     "14 Days": "14 天",
+    "180 days": "180 天",
     "192.168.1.1&#10;10.0.0.0/8": "192.168.1.1&#10;10.0.0.0/8",
     "1M": "1 个月",
     "1M token": "1M token",
     "1W": "1 周",
     "2. Copy the application token": "2. 复制应用程序令牌",
+    "2. Set names users call": "2. 设置用户调用的名称",
+    "2. Set upstream model names": "2. 设置发给上游的名称",
     "20 / page": "20 条/页",
     "24 Hours": "24 小时",
     "24 hours ago": "24 小时前",
     "29 Days": "29 天",
+    "2xx, 504 and 524 are always excluded.": "2xx、504、524 始终排除。",
+    "3 probes per channel.": "每个渠道每轮抽检 3 次。",
     "3. Enter your Gotify server URL and token above": "3. 在上方输入您的 Gotify 服务器 URL 和令牌",
+    "3. Review mappings": "3. 确认映射结果",
+    "30 days": "30 天",
     "30 Days": "30 天",
     "30 days ago": "30 天前",
     "30d change": "30 天变化",
@@ -161,36 +182,25 @@
     "7 Days": "7 天",
     "7 days ago": "7 天前",
     "80,443,8080": "80,443,8080",
+    "90 days": "90 天",
     "A billing multiplier. Lower ratios mean lower API call costs.": "计费乘数，倍率越低，API 调用费用越低。",
+    "A channel test task is already running or queued. Cannot start this manual task": "已有通道测试任务正在运行或等待中，不能启动本次手动任务",
+    "a dashboard login session is required": "需要控制台登录会话",
     "A focused home for keys, balance, routing, and service health.": "集中展示密钥、余额、路由和服务健康状态。",
     "A matching hash confirms the published file, not the safety of its code.": "校验一致仅说明文件与发布版本相符，不代表代码安全。",
+    "A model update task is already running or queued. Cannot start this manual task": "已有模型更新任务正在运行或等待中，不能启动本次手动任务",
     "A Passkey created for www.example.com cannot be used on example.com. Keep the old website available so users can still verify there.": "为 www.example.com 创建的通行密钥无法在 example.com 使用。请保留旧网站，让用户仍能在那里验证。",
+    "A repair task is already running. Please try again later": "已经有一个修复任务在运行中，请稍后再试",
     "A security operation is already in progress.": "已有安全操作正在进行。",
     "A selected model no longer exists. Reload the model list.": "所选模型已不存在，请重新加载模型列表。",
+    "A token can select at most {{max}} Auto groups": "每个令牌最多可选择 {{max}} 个 Auto 分组",
+    "A token that never expires stays valid until you revoke it. Set an expiration date when possible.": "永不过期的令牌在撤销前一直有效，建议设置过期时间。",
     "A vendor with this name already exists.": "此供应商名称已存在。",
     "About": "关于",
-    "Group Status": "分组状态",
-    "Probe history": "历史探测状态",
-    "Endpoint probe": "端点探测",
-    "Endpoint status": "端点监控状态",
-    "Auto-disabled": "已自动禁用",
-    "Availability (24h)": "可用率（24 小时）",
-    "Monitoring status": "监控状态",
-    "Request cache hit rate": "请求缓存命中率",
-    "Token cache hit rate": "令牌缓存命中率",
-    "Cache statistics: last 24 hours": "缓存统计：最近 24 小时",
-    "Every {{minutes}} minutes": "每 {{minutes}} 分钟",
-    "No group monitors": "暂无分组监控",
-    "Status data is temporarily unavailable": "暂时无法获取状态数据",
-    "Some services are unavailable": "部分服务出现中断",
-    "Some services are degraded": "部分服务运行缓慢",
-    "History": "历史",
-    "Now": "现在",
-    "Operational": "正常",
-    "Degraded": "性能下降",
     "About {{days}} days left": "约剩 {{days}} 天",
     "About pricing currency": "关于定价货币",
     "Accept Unpriced Models": "接受未定价模型",
+    "Accept upstream certificates that fail validation, such as self-signed ones. Only enable for trusted internal upstreams.": "接受无法通过校验的上游证书，例如自签名证书。仅对可信的内网上游开启。",
     "Accepts a JSON array of model identifiers that support the Imagine API.": "接受支持 Imagine API 的模型标识符的 JSON 数组。",
     "Accepts comma-separated status codes and inclusive ranges.": "接受逗号分隔的状态码和包含性范围。",
     "Access a vast selection of models via a standard, unified API protocol. Power AI applications, manage digital assets, and connect the Future.": "通过统一、标准的接口协议接入海量模型。承载 AI 应用，高效管理数字资产，连接未来。",
@@ -210,8 +220,13 @@
     "Access previous conversations and start new ones.": "访问之前的对话并开始新的对话。",
     "Access records": "访问记录",
     "Access Token": "访问令牌",
+    "Access token expired": "访问令牌已过期",
+    "Access token expiry must be at least one hour from now.": "访问令牌的过期时间必须至少在一小时之后。",
+    "Access token name must be 1 to 64 characters.": "访问令牌名称必须为 1 到 64 个字符。",
+    "access token not found": "未找到访问令牌",
     "Access token revoked": "访问令牌已撤销",
-    "Access tokens are shown only once": "访问令牌仅显示一次",
+    "Access tokens": "访问令牌",
+    "Access tokens cannot use this feature": "访问令牌不能使用此功能",
     "Access Zhipu models through the legacy API": "通过智谱旧版 API 接入模型服务",
     "Access Zhipu models through the V4 API": "通过智谱 V4 API 接入模型服务",
     "AccessKey / SecretAccessKey": "AccessKey / SecretAccessKey",
@@ -234,10 +249,13 @@
     "acknowledge the related legal risks": "确认相关法律风险",
     "Across all groups": "跨所有分组",
     "Action": "操作",
+    "Action {{action}}": "操作 {{action}}",
     "Action confirmation": "操作确认",
     "Actions": "操作",
     "Actions for {{name}}": "{{name}} 的操作",
     "Activate / Roll back": "激活 / 回滚",
+    "Activate now": "立即激活",
+    "Activating...": "激活中...",
     "active": "活跃",
     "Active": "生效",
     "Active apps": "活跃应用",
@@ -252,9 +270,10 @@
     "Actual Amount": "实付金额",
     "Actual Model": "实际模型",
     "Actual Model:": "实际模型：",
-    "Adapt `-thinking` suffix requests to Anthropic native thinking behavior while keeping billing predictable.": "将带 `-thinking` 后缀的请求适配为 Anthropic 原生思考请求，并保持计费可预测。",
+    "Adapt `-thinking`, `-nothinking`, and effort suffixes such as `-high` to Anthropic native thinking behavior while keeping billing predictable. When off, model names are sent upstream unchanged.": "将带 `-thinking`、`-nothinking` 以及 `-high` 等推理强度后缀的请求适配为 Anthropic 原生思考请求，并保持计费可预测。关闭后模型名原样发送给上游。",
     "Add": "添加",
     "Add \"{{value}}\"": "添加 \"{{value}}\"",
+    "Add {{added}} models and remove {{removed}} models": "新增 {{added}} 个模型，移除 {{removed}} 个模型",
     "Add {{count}} mapping(s)": "添加 {{count}} 条映射",
     "Add {{title}}": "添加{{title}}",
     "Add a group identifier to the auto assignment list.": "将分组标识符添加到自动分配列表。",
@@ -290,6 +309,7 @@
     "Add Group": "添加分组",
     "Add group rate limit": "添加组速率限制",
     "Add group rules": "添加分组规则",
+    "Add groups in the order they should be tried.": "按尝试顺序添加分组。",
     "Add management route": "添加管理路由",
     "Add Mapping": "添加映射",
     "Add metadata": "补充资料",
@@ -300,6 +320,7 @@
     "Add model": "添加模型",
     "Add Model": "添加模型",
     "Add model pricing": "添加模型定价",
+    "Add model rule": "添加模型规则",
     "Add Models": "新增模型",
     "Add new amount": "添加新金额",
     "Add new redemption code(s) by providing necessary info.": "通过提供必要信息添加新的兑换码。",
@@ -316,6 +337,7 @@
     "Add route": "添加路由",
     "Add routes individually or replace them from a template.": "单独添加路由，或使用模板替换现有路由。",
     "Add Row": "添加行",
+    "Add rule": "添加规则",
     "Add Rule": "添加规则",
     "Add rule group": "新增规则组",
     "Add rules for a user group": "为用户分组添加规则",
@@ -324,6 +346,7 @@
     "Add split": "添加分流",
     "Add subscription": "新增订阅",
     "Add suffix": "添加后缀",
+    "Add tag": "添加标签",
     "Add tags...": "添加标签...",
     "Add template": "添加模板",
     "Add tier": "新增档位",
@@ -338,6 +361,7 @@
     "Added": "新增",
     "Added {{count}} model(s)": "已添加 {{count}} 个模型",
     "Added {{count}} models from \"{{name}}\"": "已从“{{name}}”添加 {{count}} 个模型",
+    "Added models": "已新增模型",
     "Added once per request. Set to 0 for usage-only billing.": "每次请求额外收取一次；不收固定费用时填 0。",
     "Added successfully": "新增成功",
     "Added to the usage cost. Set to 0 for no additional charge.": "在用量费用基础上加收的金额，不加收时填 0。",
@@ -356,6 +380,7 @@
     "Adjust response formatting, prompt behavior, proxy, and upstream automation.": "调整响应格式、提示词行为、代理和上游自动化。",
     "Adjust the appearance and layout to suit your preferences.": "调整外观和布局以适应您的偏好。",
     "Adjust user quota": "调整用户额度",
+    "Adjusted by the channel adaptor": "渠道适配器计费调整",
     "Adjustment mode": "调整方式",
     "Admin": "管理员",
     "Admin access required": "需要管理员权限",
@@ -364,8 +389,12 @@
     "Admin notes (only visible to admins)": "管理员备注（仅管理员可见）",
     "Admin Only": "仅限管理员",
     "Admin Permissions": "管理员权限",
+    "Admin permissions updated": "已更新管理员权限",
     "Administer user accounts and roles.": "管理用户账户和角色。",
+    "Administration": "管理",
     "Administrator account": "管理员账户",
+    "Administrator completed the order, amount added: {{quota}}, payment amount: {{amount}}": "管理员补单成功，充值额度: {{quota}}，支付金额: {{amount}}",
+    "Administrator reset the quota of subscription plan {{plan_title}} (ID: {{plan_id}})": "管理员重置订阅套餐 {{plan_title}}（ID: {{plan_id}}）额度",
     "Administrator username": "管理员用户名",
     "Advance next reset time": "推进下次重置时间",
     "Advanced": "高级",
@@ -381,7 +410,10 @@
     "Advanced text editing": "高级文本编辑",
     "Aesthetic style": "画风",
     "Affected windows:": "影响窗口：",
+    "Affinity cache hit": "命中亲和缓存",
     "Affinity cache settings": "会话缓存设置",
+    "Affinity candidate unavailable": "亲和候选不可用",
+    "Affinity correlation": "亲和关联标识",
     "After clicking the button, you'll be asked to authorize the bot": "点击按钮后，您将被要求授权机器人",
     "After conversion": "迁移后",
     "After conversion, expression reservation and rounding rules apply. Effective unit prices are preserved; individual rounded charges may differ.": "转换后采用计费表达式的预扣与舍入规则。保留当前生效单价，单笔舍入后的费用可能不同。",
@@ -458,6 +490,8 @@
     "Allow metadata sync": "允许资料同步",
     "Allow new users to register": "允许新用户注册",
     "Allow Private IPs": "允许私有 IP",
+    "Allow querying user quota": "允许查询用户额度",
+    "Allow recently degraded groups": "允许使用最近降智的渠道",
     "Allow registration with password": "允许使用密码注册",
     "Allow requests to private IP ranges (10.0.0.0/8, 172.16.0.0/12, 192.168.0.0/16)": "允许请求私有 IP 范围 (10.0.0.0/8, 172.16.0.0/12, 192.168.0.0/16)",
     "Allow Retry": "允许重试",
@@ -469,6 +503,7 @@
     "Allow upstream callbacks": "允许上游回调",
     "Allow users to check in daily for random quota rewards": "允许用户每日签到获取随机额度奖励",
     "Allow users to enter promo codes": "允许用户输入促销代码",
+    "Allow users to export logs": "允许用户导出日志",
     "Allow users to log in with password": "允许用户使用密码登录",
     "Allow users to register and sign in with Passkey (WebAuthn)": "允许用户使用通行密钥 (WebAuthn) 注册和登录",
     "Allow users to sign in with Discord": "允许用户使用 Discord 登录",
@@ -486,6 +521,7 @@
     "Allowed Passkey websites": "允许使用通行密钥的网站",
     "Allowed Ports": "允许的端口",
     "Allows selected fields to be overwritten after a sync preview. No automatic synchronization.": "允许在预览确认后覆盖所选字段，不会自动同步。",
+    "Already checked in today": "今日已签到",
     "Already have an account?": "已有账户？",
     "Also remove custom pricing": "同时移除自定义定价",
     "Also remove from all channels": "同时从所有渠道移除",
@@ -508,6 +544,13 @@
     "An unknown error occurred": "发生未知错误",
     "Analyze data": "分析数据",
     "and": "和",
+    "Announcement #{{index}} content cannot exceed 500 characters": "第{{index}}个公告的内容长度不能超过500字符",
+    "Announcement #{{index}} has an invalid publish date format": "第{{index}}个公告的发布日期格式错误",
+    "Announcement #{{index}} has an invalid type value": "第{{index}}个公告的类型值不合法",
+    "Announcement #{{index}} is missing the content field": "第{{index}}个公告缺少内容字段",
+    "Announcement #{{index}} is missing the publish date field": "第{{index}}个公告缺少发布日期字段",
+    "Announcement #{{index}} note cannot exceed 100 characters": "第{{index}}个公告的说明长度不能超过100字符",
+    "Announcement #{{index}} publish date cannot be empty": "第{{index}}个公告的发布日期不能为空",
     "Announcement added. Click \"Save Settings\" to apply.": "公告已添加。点击 \"保存设置\" 以应用。",
     "Announcement content": "公告内容",
     "Announcement deleted. Click \"Save Settings\" to apply.": "公告已删除。点击 \"保存设置\" 以应用。",
@@ -515,11 +558,14 @@
     "Announcement displayed to users (supports Markdown & HTML)": "向用户显示的公告（支持 Markdown 和 HTML）",
     "Announcement updated. Click \"Save Settings\" to apply.": "公告已更新。点击 \"保存设置\" 以应用。",
     "Announcements": "公告",
+    "Announcements cannot exceed 100 entries": "系统公告数量不能超过100个",
     "Announcements saved successfully": "公告保存成功",
+    "Another log export is running. Try again after it finishes.": "已有一个日志导出正在进行，请等它完成后再试。",
     "Answer": "答案",
     "Answers for common access and billing questions": "访问与计费常见问题解答",
     "Anthropic": "Anthropic",
     "Anthropic Messages to OpenAI Chat": "Anthropic Messages 到 OpenAI Chat",
+    "Anthropic Messages to OpenAI Responses": "Anthropic Messages 到 OpenAI Responses",
     "Any condition": "任一满足",
     "Any Match (OR)": "任一满足（OR）",
     "Anyone can publish an index. A plugin installed from a third-party source has the same access as one you upload by hand: review its source before installing.": "任何人都可以发布索引。从第三方源安装的插件与你手动上传的插件拥有完全相同的权限，请在安装前审查其源码。",
@@ -532,7 +578,19 @@
     "API Base URL *": "API 基础 URL *",
     "API Endpoints": "API 端点",
     "API Info": "API 信息",
+    "API info #{{index}} contains disallowed content": "第{{index}}个API信息包含不允许的内容",
+    "API info #{{index}} description cannot exceed 200 characters": "第{{index}}个API信息的说明长度不能超过200字符",
+    "API info #{{index}} has a URL that cannot be parsed: {{error}}": "第{{index}}个API信息的URL无法解析：{{error}}",
+    "API info #{{index}} has an invalid color value": "第{{index}}个API信息的颜色值不合法",
+    "API info #{{index}} has an invalid URL format": "第{{index}}个API信息的URL格式不正确",
+    "API info #{{index}} is missing the color field": "第{{index}}个API信息缺少颜色字段",
+    "API info #{{index}} is missing the description field": "第{{index}}个API信息缺少说明字段",
+    "API info #{{index}} is missing the route description field": "第{{index}}个API信息缺少线路描述字段",
+    "API info #{{index}} is missing the URL field": "第{{index}}个API信息缺少URL字段",
+    "API info #{{index}} route description cannot exceed 100 characters": "第{{index}}个API信息的线路描述长度不能超过100字符",
+    "API info #{{index}} URL cannot exceed 500 characters": "第{{index}}个API信息的URL长度不能超过500字符",
     "API info added. Click \"Save Settings\" to apply.": "API 信息已添加。点击 \"保存设置\" 以应用。",
+    "API info cannot exceed 50 entries": "API信息数量不能超过50个",
     "API info deleted. Click \"Save Settings\" to apply.": "API 信息已删除。点击 \"保存设置\" 以应用。",
     "API info saved successfully": "API 信息保存成功",
     "API info updated. Click \"Save Settings\" to apply.": "API 信息已更新。点击 \"保存设置\" 以应用。",
@@ -553,6 +611,7 @@
     "API Key mode: use APIKey|Region": "API Key 模式：使用 APIKey|Region",
     "API Key Quota": "令牌额度",
     "API Key updated successfully": "API 密钥更新成功",
+    "API keys": "API 密钥",
     "API Keys": "API 密钥",
     "API Private Key": "API 私钥",
     "API Requests": "API 请求",
@@ -599,6 +658,7 @@
     "Apply Overwrite": "应用覆盖",
     "Apply plan": "应用方案",
     "Apply reset": "执行重置",
+    "Apply selected changes": "确认应用所选变更",
     "Apply Sync": "应用同步",
     "Apply to all rows": "应用到所有行",
     "Apply to draft": "应用到草稿",
@@ -633,10 +693,18 @@
     "Array of chat client presets. Each item is an object with one key-value pair: client name and its URL.": "聊天客户端预设数组。每个项目都是一个对象，包含一个键值对：客户端名称及其 URL。",
     "Artifacts": "制品",
     "Asc": "升序",
+    "Ascending": "升序",
     "Ask anything": "随便问",
     "Assign models from the model list to see them here.": "在模型列表中设置供应商归属后，模型将显示在此处。",
     "Assigned by administrator only": "仅管理员分配",
     "Assigned by administrators and used to represent a user level, such as default or vip.": "由管理员分配，用于表示用户等级，例如 default 或 vip。",
+    "Astra · {{hours}}h": "Astra · {{hours}} 小时",
+    "Astra auto-switch and charges": "Astra 自动切换与费用说明",
+    "Astra auto-switch is now controlled by each API key. This legacy channel setting no longer affects requests.": "Astra 自动切换现由各 API 令牌单独控制，此旧版渠道设置不再影响请求。",
+    "Astra fingerprint sampling": "Astra 指纹抽检",
+    "Astra model detection": "Astra 模型检测",
+    "Astra preferred group": "Astra 优先分组",
+    "Astra sampling is disabled": "Astra 自动抽检已关闭",
     "Async": "异步",
     "Async task polling": "异步任务轮询",
     "Async Task Public Address": "异步任务对外地址",
@@ -645,6 +713,8 @@
     "At least one valid key source is required": "至少需要一个有效的密钥来源",
     "Attach": "附加",
     "Attempt": "尝试",
+    "Attempt history unavailable": "尝试明细暂不可用",
+    "Attempt status": "尝试状态",
     "Audio": "音频",
     "Audio and Realtime pricing must be converted manually.": "音频及 Realtime 定价需手动转换。",
     "Audio and text-only requests keep their respective pricing.": "音频请求和纯文本请求分别沿用原计费规则。",
@@ -653,6 +723,7 @@
     "Audio In": "音频输入",
     "Audio input": "音频输入",
     "Audio Input": "语音输入",
+    "Audio input cost {{quota}}": "音频输入花费 {{quota}}",
     "Audio input price": "音频输入价格",
     "Audio Input Price": "音频输入价格",
     "Audio Out": "音频输出",
@@ -697,9 +768,11 @@
     "Auto Ban": "自动封禁",
     "Auto detect (default)": "自动检测（默认）",
     "Auto Disabled": "自动禁用",
+    "Auto group {{group}} is duplicated": "Auto 分组 {{group}} 重复",
+    "Auto group {{group}} is unavailable or unauthorized": "Auto 分组 {{group}} 不可用或无权访问",
     "Auto group behavior": "自动分组行为",
     "Auto Group Chain": "自动分组链",
-    "Auto group order": "Auto 分组顺序",
+    "Auto group order": "自动分组顺序",
     "Auto groups must not contain duplicates": "Auto 分组不能重复",
     "Auto negotiates HTTP/2 when available. HTTP/1.1 forces multiple keep-alive connections under concurrency.": "自动在可用时协商 HTTP/2。HTTP/1.1 会在并发时使用多条保持连接的连接。",
     "Auto refresh": "自动刷新",
@@ -712,13 +785,25 @@
     "Auto-disable status codes": "自动禁用状态码",
     "Auto-disable-enabled channels only": "仅测试已开启自动禁用的渠道",
     "Auto-disable-enabled mode probes non-manually-disabled channels with auto-disable enabled.": "此模式仅探测已开启自动禁用且未被手动禁用的渠道。",
+    "Auto-disabled": "已自动禁用",
     "Auto-discover": "自动发现",
     "Auto-discovers endpoints from the provider": "自动从提供商发现端点",
     "Auto-fill when one field exists and another is missing": "在一个字段有值、另一个缺失时自动补齐",
     "Auto-refreshing every {{seconds}}s": "每 {{seconds}} 秒自动刷新",
     "Auto-retry status codes": "自动重试状态码",
+    "Auto-switch on Astra model mismatch": "Astra 模型不符时自动切换渠道",
+    "Auto-switch on group degradation": "分组降智时自动切换",
+    "Automatic detection": "自动检测",
+    "Automatic detection: 15–60 minutes, adjusted when results change.": "自动检测：15–60 分钟，随状态变化调整。",
     "Automatic from system website address": "从系统网站地址自动获取",
+    "Automatic group settings": "自动分组设置",
+    "Automatic grouping": "自动分组",
+    "Automatic sampling paused": "自动抽检已暂停",
     "Automatic selection": "自动选择",
+    "Automatic tag uses the latest valid Astra fingerprint or pelican result within 6 hours. Hiding it does not change routing or detection.": "自动标签依据近 6 小时内指纹或鹈鹕的最新有效结论。隐藏仅影响展示，不改变路由或检测。",
+    "Automatic tag uses the latest valid Astra fingerprint or vision result within 6 hours. Hiding it does not change routing or detection.": "自动标签依据近 6 小时内指纹或图片识别的最新有效结论。隐藏仅影响展示，不改变路由或检测。",
+    "Automatic test every 45 minutes.": "每 45 分钟自动检测一次。",
+    "Automatically choose from all groups you can access that support the requested model.": "从你有权使用、且支持请求模型的全部分组中自动选择。",
     "Automatically disable channel on repeated failures": "重复失败时自动禁用渠道",
     "Automatically disable channels exceeding this response time": "自动禁用超出此响应时间的渠道",
     "Automatically disable channels when tests fail": "当测试失败时自动禁用渠道",
@@ -726,16 +811,22 @@
     "Automatically replaces upstream callback URLs with the server address.": "自动将上游回调 URL 替换为服务器地址。",
     "Automatically selects the best available group with circuit breaker mechanism": "自动选择可用分组，失败时触发熔断切换",
     "Automatically sync model list when upstream changes are detected": "检测到上游模型变更时自动同步模型列表",
+    "Availability · {{hours}}h": "可用性 · {{hours}} 小时",
+    "Availability (24h)": "可用率（24 小时）",
     "Availability (last 24h)": "可用率（最近 24 小时）",
+    "Availability check · every {{minutes}} minutes": "可用性检查 · 每 {{minutes}} 分钟",
+    "Availability history": "探活记录",
     "Available": "可用",
     "Available Balance": "可用余额",
     "Available channels: {{count}}": "可用渠道 {{count}}",
     "Available credits are ordered by soonest expiration.": "可用次数按最早到期排序。",
     "Available disk space": "可用磁盘空间",
+    "Available models": "可用模型",
     "Available Models": "可用模型",
     "Available reset credits": "可用重置次数",
     "Available Rewards": "可用奖励",
     "Available variables: {{provider}}, {{field}}, {{op}}, {{required}}, {{current}}, and paths such as {{current.roles}}.": "可用变量：{{provider}}、{{field}}、{{op}}、{{required}}、{{current}}，以及 {{current.roles}} 等路径变量。",
+    "Average charged / 1M tokens": "平均实扣 / 1M tokens",
     "Average latency": "平均延迟",
     "Average latency, TTFT, and success rate by group": "各分组的平均延迟、首 Token 延迟和成功率",
     "Average latency, TTFT, TPS, and success rate": "平均延迟、TTFT、TPS 和成功率",
@@ -746,6 +837,7 @@
     "Average TTFT": "平均首 Token 延迟",
     "Awake engines": "已唤醒引擎数",
     "AWS": "AWS",
+    "AWS API": "AWS 接口",
     "AWS Bedrock Claude Compat": "AWS Bedrock Claude 兼容模板",
     "AWS Key Format": "AWS 密钥格式",
     "Azure": "Azure",
@@ -767,7 +859,6 @@
     "Backup codes remaining: {{count}}": "剩余备份代码：{{count}}",
     "Backup group": "备用分组",
     "Backup groups": "备用分组池",
-    "No backup group": "不使用备用分组",
     "Bad Request": "参数错误",
     "Badge Color": "徽章颜色",
     "Baidu": "百度",
@@ -784,10 +875,12 @@
     "Balance updated: {{balance}}": "余额已更新：{{balance}}",
     "Bar Chart": "柱状图",
     "Bark Push URL": "Bark 推送 URL",
+    "Bark push URL cannot be empty": "Bark 推送 URL 不能为空",
     "Base": "基础",
     "Base address provided by your Epay service": "您的 Epay 服务提供的基础地址",
     "Base amount. Actual deduction = base amount × system group rate.": "基础金额，实际扣费 = 基础金额 × 系统分组倍率。",
     "Base charge": "基础费用",
+    "Base group ratios apply until you add an override.": "未设置覆盖规则时，使用分组基础倍率。",
     "Base input and output token prices for this tier.": "此阶梯的基础输入和输出 token 价格。",
     "Base input price only": "仅基础输入价格",
     "Base Limits": "基础额度",
@@ -831,6 +924,7 @@
     "Batch updated channel status ({{count}}/{{total}} changed)": "批量更新渠道状态（{{count}}/{{total}} 个已变更）",
     "Batch upstream model update": "上游模型批量更新",
     "Batch upstream model updates applied: {{channels}} channels, {{added}} added, {{removed}} removed, {{fails}} failed": "已批量处理上游模型更新：渠道 {{channels}} 个，加入 {{added}} 个，删除 {{removed}} 个，失败 {{fails}} 个",
+    "Batch-adding Vertex AI keys requires a JSON array, for example {{example}}. Check the input: {{error}}": "批量添加 Vertex AI 必须使用标准的 JSON 数组格式，例如 {{example}}，请检查输入：{{error}}",
     "Before conversion": "迁移前",
     "Best for single-tenant deployments. Pricing and billing options stay hidden.": "适合单用户部署。定价和计费选项将被隐藏。",
     "Best TTFT": "最优 TTFT",
@@ -840,18 +934,23 @@
     "Billable token breakdown": "计价 Token 明细",
     "Billed as default. No cell for this combination, so the base ratio of default applies — the 0.8 of vip plays no part.": "按 default 计费。矩阵中没有这个组合的格子，因此用 default 的基础倍率——vip 自己的 0.8 不参与。",
     "Billed as premium. The highlighted cell matches, so the override 0.3 applies.": "按 premium 计费。命中高亮的格子，因此使用覆盖倍率 0.3。",
+    "Billed per request": "按次计费",
     "Billing": "计费",
     "Billing & Payment": "计费与支付",
     "Billing currency": "计费货币",
     "Billing Details": "计费详情",
     "Billing expression": "计费表达式",
+    "Billing expressions must be a JSON object mapping models to expressions: {{error}}": "计费表达式配置必须是模型到表达式的 JSON 对象：{{error}}",
     "Billing group": "计费分组",
     "Billing group = default (the token has a group, so use it)": "计费分组 = default（令牌设置了分组，就用令牌的）",
     "Billing group = premium (the token has a group, so use it)": "计费分组 = premium（令牌设置了分组，就用令牌的）",
     "Billing group = vip (the token has no group, so use the user group)": "计费分组 = vip（令牌没设置分组，就用用户自己的分组）",
+    "Billing group ratio": "计费分组倍率",
     "Billing History": "计费历史",
+    "Billing management": "充值与订阅管理",
     "Billing Mode": "计费模式",
     "Billing parameters": "计费参数",
+    "Billing parameters: {{params}}": "计算参数：{{params}}",
     "Billing Path": "计费路径",
     "Billing Process": "计费过程",
     "Billing rule: each call is billed as the token group (falling back to the user group when the token has none). The base ratio always comes from that billing group, not from the user group. To give a user group a special price on another billing group, add an entry in the override matrix.": "计费规则：每次调用按令牌分组计费（令牌未设置分组时回退到用户分组）。基础倍率始终取该计费分组的倍率，而不是用户分组的倍率。若要让某用户分组在使用其他计费分组时享受特殊价格，请在覆盖矩阵中添加条目。",
@@ -866,6 +965,7 @@
     "Bind WeChat": "绑定微信",
     "Bind WeChat Account": "绑定微信账户",
     "Binding Information": "绑定信息",
+    "Binding successful": "绑定成功",
     "Binding successful!": "绑定成功！",
     "Binding Type": "绑定类型",
     "Binding your {{provider}} account": "正在绑定您的 {{provider}} 账号",
@@ -880,6 +980,7 @@
     "Blocked keywords": "已阻止的关键词",
     "Blocks messages when sensitive keywords are detected.": "检测到敏感关键词时阻止消息。",
     "Body param": "请求体参数",
+    "Bonus for inviting a user {{quota}}": "邀请用户赠送 {{quota}}",
     "Boolean": "布尔",
     "Border radius": "圆角",
     "Bot Name": "机器人名称",
@@ -933,6 +1034,7 @@
     "Cache Read": "缓存读取",
     "Cache read price": "缓存读取价格",
     "Cache repeated prompt prefixes for cheaper, faster reuse": "缓存重复的提示词前缀，复用更快、更省钱",
+    "Cache statistics: last 24 hours": "缓存统计：最近 24 小时",
     "Cache write": "缓存写入",
     "Cache Write": "缓存写入",
     "Cache Write (1h)": "缓存写入 (1h)",
@@ -943,6 +1045,7 @@
     "Cached tokens": "缓存令牌",
     "Calculated price: ${{price}} per 1M tokens": "计算价格：${{price}} / 1M tokens",
     "Calculated ratio: {{ratio}}": "计算倍率：{{ratio}}",
+    "Calculating priority...": "正在计算优先级…",
     "Calculating...": "计算中...",
     "Call 1: the token group is premium": "调用 ①：令牌分组是 premium",
     "Call 2: the token group is default": "调用 ②：令牌分组是 default",
@@ -955,10 +1058,24 @@
     "Callback Caller IP": "回调调用者 IP",
     "Callback notification URL": "回调通知地址",
     "Callback Payment Method": "回调支付方式",
+    "Callback URL configuration error": "回调地址配置错误",
     "Callback URL format": "回调 URL 格式",
     "Cancel": "取消",
     "Cancelled": "已取消",
     "Cancelled at": "作废于",
+    "Candidate channels": "候选渠道",
+    "Candidate list truncated; at most 100 candidates are stored per attempt.": "候选列表已截断；每次尝试最多保存 100 条。",
+    "Candy question · one request per channel. Only an answer of 21 passes.": "每个渠道每轮请求 1 次，仅答案为 21 时通过。",
+    "Candy test": "糖果题测试",
+    "Cannot create users with permission level equal to or higher than yourself": "无法创建权限大于等于自己的用户",
+    "Cannot delete super administrator account": "不能删除超级管理员账户",
+    "Cannot delete the last key": "不能删除最后一个密钥",
+    "Cannot demote super administrator user": "无法降级超级管理员用户",
+    "Cannot disable super administrator user": "无法禁用超级管理员用户",
+    "Cannot enable {{provider}}. Enter the {{provider}} Client ID and Client Secret first.": "无法启用 {{provider}}，请先填入 {{provider}} 的 Client ID 和 Client Secret！",
+    "Cannot enable the email domain restriction. Enter the allowed email domains first.": "无法启用邮箱域名限制，请先填入限制的邮箱域名！",
+    "Cannot enable Turnstile verification. Enter the Turnstile settings first.": "无法启用 Turnstile 校验，请先填入 Turnstile 校验相关配置信息！",
+    "Cannot enable WeChat login. Enter the WeChat login settings first.": "无法启用微信登录，请先填入微信登录相关配置信息！",
     "Capabilities": "能力",
     "Caps the response length": "限制回复长度",
     "Capture a reusable bundle of models, tags, or endpoints.": "捕获可重用的模型、标签或端点捆绑包。",
@@ -980,16 +1097,21 @@
     "Change model vendor": "调整模型供应商",
     "Change Password": "更改密码",
     "Change provider": "更换提供商",
+    "Change system settings and custom OAuth providers, and sync prices.": "修改系统设置和自定义 OAuth 提供商，并同步价格。",
     "Change the Passkey domain?": "更改通行密钥域名？",
     "Change To": "更改为",
+    "Change upstream model names": "修改发给上游的模型名",
     "Change vendor": "设置供应商",
+    "Change your display name and personal settings.": "修改显示名称和个人设置。",
     "Changed": "变更",
     "Changed / Total": "已变更 / 总数",
+    "Changed access token permissions": "修改了访问令牌权限",
     "Changed Fields": "变更字段",
     "Changed fields: {{fields}}": "修改字段：{{fields}}",
     "Changelog": "更新日志",
     "Changes are written to the settings draft on save.": "保存后会写入设置草稿。",
     "Changes declared endpoint types and custom paths shown to users.": "会修改向用户展示的端点类型和自定义路径。",
+    "Changes save on drop. You can undo the last move.": "松手后自动保存，可撤销上一次调整。",
     "Changes visibility in the model catalog. Channels remain configured separately.": "会修改模型在目录中的可见性，渠道仍单独配置。",
     "Changes visibility in the model square. Channel status and existing API access are unchanged.": "调整模型在模型广场中的展示，不影响渠道启用状态和已有调用权限。",
     "Changes which model names inherit this metadata. Prices are not inherited.": "会修改哪些模型名称继承此元信息，不会继承价格。",
@@ -999,6 +1121,7 @@
     "Channel {{name}} model {{model}}": "渠道 {{name}} 模型 {{model}}",
     "Channel Affinity": "渠道亲和性",
     "Channel affinity reuses the last successful channel based on keys extracted from the request context or JSON body.": "渠道亲和性会基于从请求上下文或 JSON Body 提取的 Key，优先复用上一次成功的渠道。",
+    "Channel affinity settings are not initialized": "渠道亲和性设置未初始化",
     "Channel Affinity: Upstream Cache Hit": "渠道亲和性：上游缓存命中",
     "Channel availability and group access are derived from enabled channels. Importing metadata does not create a callable channel.": "渠道可用性和分组权限由已启用渠道决定。导入资料不会创建可调用的渠道。",
     "Channel configuration": "渠道配置",
@@ -1007,8 +1130,11 @@
     "Channel created successfully": "渠道创建成功",
     "Channel deleted successfully": "渠道删除成功",
     "Channel disable requested": "已请求停用渠道",
+    "Channel disabled": "渠道已停用",
     "Channel disabled successfully": "渠道禁用成功",
+    "Channel does not exist": "渠道不存在",
     "Channel enabled successfully": "渠道启用成功",
+    "Channel error": "渠道错误",
     "Channel Extra Settings": "渠道额外设置",
     "Channel health": "渠道健康",
     "Channel health checks": "渠道健康检查",
@@ -1020,6 +1146,11 @@
     "Channel Management": "渠道管理",
     "Channel models": "渠道模型",
     "Channel name is required": "渠道名称是必填的",
+    "Channel no longer exists": "渠道已不存在",
+    "Channel notifications": "渠道通知",
+    "Channel priorities changed. Refresh and try again.": "渠道优先级已变更，请刷新后重试。",
+    "Channel priorities saved": "渠道优先级已保存",
+    "Channel priority is outside the sortable range": "渠道优先级超出可排序范围",
     "Channel selected": "选择渠道",
     "Channel selection": "渠道选择",
     "Channel switching options": "渠道切换子选项",
@@ -1043,6 +1174,8 @@
     "Channels must also enable Auto Ban before automatic disabling can take effect.": "各渠道还需开启“自动禁用”，全局禁用规则才会对其生效。",
     "Character chat, storytelling, persona": "角色对话、剧情创作、人设扮演",
     "Charge.": "扣费。",
+    "Charged": "实际扣费",
+    "Charged by actual usage. Unused reservation is refunded; classification failures may still incur generation costs.": "按实际用量收费，未使用的预留额度会退回；分类失败仍可能产生模型生成费用。",
     "Chart Preferences": "图表偏好设置",
     "Chart Settings": "图表设置",
     "Chat": "聊天",
@@ -1067,14 +1200,19 @@
     "Check resolved IPs against IP filters even when accessing by domain": "即使通过域名访问，也对照 IP 过滤器检查解析的 IP",
     "Check the override matrix at row = user group, column = billing group. If that cell is set, use it. Otherwise use the billing group base ratio from the pricing table.": "查覆盖矩阵中「行 = 用户分组、列 = 计费分组」的单元格。若已设置则使用该值，否则使用定价分组表中计费分组的基础倍率。",
     "Check-in failed": "签到失败",
+    "Check-in failed, please try again later": "签到失败，请稍后重试",
+    "Check-in failed: quota update error": "签到失败：更新额度出错",
+    "Check-in feature is not enabled": "签到功能未启用",
     "Check-in Rewards": "签到奖励",
     "Check-in Settings": "签到设置",
+    "Check-in successful": "签到成功",
     "Check-in successful! Received": "签到成功！获得",
     "Checked in": "已签到",
     "Checking connection": "检查连接",
     "Checking file integrity...": "正在校验文件…",
     "Checking name...": "正在检查名称...",
     "Checking updates...": "检查更新中...",
+    "Checking upstream models. Channel models will only change after confirmation.": "正在检查上游模型，确认后才会修改渠道模型。",
     "checkout.session.completed": "checkout.session.completed",
     "checkout.session.expired": "checkout.session.expired",
     "Checks hourly while you are online, including pre-releases.": "在线时每小时检查一次，包含预发布版本。",
@@ -1082,17 +1220,21 @@
     "Chinese": "中文",
     "Choose a complete upstream protocol plan or edit individual route groups.": "选择完整的上游协议方案，或逐组编辑路由。",
     "Choose a provider or plugin to configure your channel.": "选择提供商或插件，开始配置渠道。",
+    "Choose a time at least one hour from now": "请选择至少一小时之后的时间",
+    "Choose a time range of up to {{days}} days. The other filters on this page also apply.": "选择要导出的时间范围，最长 {{days}} 天。页面上的其他筛选条件同样生效。",
     "Choose a username": "选择一个用户名",
     "Choose a valid IANA timezone.": "请选择有效的 IANA 时区。",
     "Choose an amount and payment method": "选择金额和支付方式",
     "Choose and order the groups this API key will try after its own group.": "选择并排列此 API 密钥在其自身分组之后将依次尝试的分组。",
     "Choose and order the groups this API key will try.": "选择并排列此 API 密钥将依次尝试的分组。",
     "Choose another file": "重新选择文件",
+    "Choose automatically: low cost, fast response or stability": "自动选择：低价、高速或稳定",
     "Choose between default expanded, compact icon-only, or full layout mode": "选择默认展开、紧凑图标模式或完整布局模式",
     "Choose between inset, floating, or standard sidebar layout": "选择嵌入式、浮动式或标准侧边栏布局",
     "Choose between left-to-right or right-to-left site direction": "选择从左到右或从右到左的站点方向",
     "Choose between system preference, light mode, or dark mode": "选择系统偏好、浅色模式或深色模式",
     "Choose channels to sync upstream ratio configurations from": "选择要同步上游比例配置的渠道",
+    "Choose distinct groups and finite, non-negative multipliers.": "请选择不重复的分组，并填写有限且不小于 0 的倍率。",
     "Choose file": "选择文件",
     "Choose Group": "选择分组",
     "Choose how flow widths are calculated.": "选择分流图连线宽度的计算方式。",
@@ -1107,6 +1249,8 @@
     "Choose the domain used when this Passkey was created, then try again.": "请选择创建此通行密钥时使用的域名，然后重试。",
     "Choose where to fetch upstream metadata.": "选择从何处获取上游元数据。",
     "Choose which charts are selected by default when opening model analytics.": "选择打开模型调用分析时默认选中的图表。",
+    "Ciallo check · passes when the response contains Ciallo.": "回复包含 Ciallo 即通过。",
+    "Ciallo test": "Ciallo 检测",
     "Clamped to": "钳制为",
     "Claude": "Claude",
     "Claude CLI Header Passthrough": "Claude CLI 请求头透传",
@@ -1130,6 +1274,7 @@
     "Clear cache for this rule": "清空该规则缓存",
     "Clear chat history": "清空聊天历史",
     "Clear chat history?": "清空聊天历史？",
+    "Clear field selection": "取消全选",
     "Clear filters": "清除筛选器",
     "Clear Mapping": "清除映射",
     "Clear mode flags in prompts": "在提示中清除模式标志",
@@ -1178,6 +1323,7 @@
     "Close panel": "关闭面板",
     "Close the panel to edit here": "关闭面板并在此编辑",
     "Close Today": "今日关闭",
+    "Closest fingerprint": "最相近指纹",
     "Cloudflare": "Cloudflare",
     "CNY": "元",
     "CNY per USD": "人民币兑美元汇率",
@@ -1199,6 +1345,7 @@
     "Collapse All": "全部收起",
     "Collapse panel": "折叠面板",
     "Collect relay latency and success-rate metrics for the model square.": "收集 Relay 延迟和成功率指标，用于模型广场展示。",
+    "Collecting usage": "采集中",
     "Color": "颜色",
     "Color is required": "颜色为必填项",
     "Color preset": "颜色预设",
@@ -1225,6 +1372,7 @@
     "Compare each vendor's token share since launch": "对比自上线以来各厂商的 Token 份额",
     "Compare prices and choose a source for each model.": "对比价格，按模型选择来源。",
     "Compare the most popular models on the platform": "对比平台上最受欢迎的模型",
+    "Compare the returned model with Astra and record the result. Detection alone does not reject responses. When disabled, response model checks and switching on model mismatch are off.": "对比上游返回的模型并记录检测结果。仅检测不会拦截响应；关闭后不校验返回模型，也不会因模型不符切换渠道。",
     "Comparison operator": "比较运算符",
     "compatible API routes": "兼容 API 路由",
     "Compatible API routes for common AI application workflows": "兼容常见 AI 应用工作流的 API 路由",
@@ -1235,6 +1383,7 @@
     "Complete sign-in": "完成登录",
     "Complete the invalid fields before saving or switching modes. The last valid expression is preserved.": "请先修正无效字段，再保存或切换模式。上次有效的表达式已保留。",
     "Complete these steps to finish the initial installation.": "完成这些步骤以完成初始安装。",
+    "Complete top-up orders and manage subscription plans and user subscriptions.": "完成充值订单，并管理订阅套餐和用户订阅。",
     "Completed": "已完成",
     "Completed security verification": "完成了安全验证",
     "Completed top-up order for the user": "为用户完成补单",
@@ -1242,9 +1391,11 @@
     "Completion price": "补全价格",
     "Completion price ($/1M tokens)": "完成价格（美元/百万令牌）",
     "Completion ratio": "补全倍率",
+    "Compliance confirmation fields cannot be changed through the general settings API": "合规确认字段不允许通过通用设置接口修改",
     "Compliance confirmation required": "需要确认合规条款",
     "Compliance confirmed": "合规已确认",
     "Compliance confirmed successfully": "合规确认成功",
+    "Composition failed": "构图失败",
     "Concatenate channel system prompt with user&apos;s prompt": "将渠道系统提示与用户的提示连接起来",
     "Condition {{path}}": "条件 {{path}}",
     "Condition actions {{path}}": "条件 {{path}} 操作",
@@ -1267,6 +1418,7 @@
     "Configuration required": "需要配置",
     "Configure": "配置",
     "Configure a Creem product for user recharge options.": "为用户充值选项配置 Creem 产品。",
+    "Configure a custom ratio for \"{{userGroup}}\" users when using a specific token group.": "为“{{userGroup}}”用户使用指定令牌分组时设置自定义倍率。",
     "Configure a custom ratio for when users use a specific token group.": "配置用户使用特定令牌分组时的自定义倍率。",
     "Configure a group that users can select when creating API keys.": "配置用户在创建 API 密钥时可以选择的分组。",
     "Configure a new custom OAuth provider for user authentication.": "配置新的自定义OAuth提供商用于用户认证。",
@@ -1305,7 +1457,9 @@
     "Configured routes and latency checks": "已配置路由和延迟检测",
     "Confirm": "确认",
     "Confirm Action": "确认操作",
+    "Confirm and detect": "确认并检测",
     "Confirm and enable": "确认并启用",
+    "Confirm and sample": "确认并开始抽检",
     "Confirm Batch Update": "确认批量更新",
     "Confirm Billing Conflicts": "确认账单冲突",
     "Confirm both your current and new email addresses to finish this change.": "请确认当前邮箱和新邮箱，完成此次变更。",
@@ -1325,9 +1479,12 @@
     "Confirm invalidate": "确认作废",
     "Confirm log cleanup": "确认日志清理",
     "Confirm log file cleanup?": "确认清理日志文件？",
+    "Confirm model changes": "确认模型变更",
     "Confirm New Password": "确认新密码",
+    "Confirm paid detection": "确认付费检测",
     "Confirm password": "确认密码",
     "Confirm Payment": "确认付款",
+    "Confirm reset": "确认重置",
     "Confirm Selection": "确认选择",
     "Confirm settings and finish setup": "确认设置并完成安装",
     "confirm that I bear legal responsibility arising from deployment": "确认承担因部署",
@@ -1336,7 +1493,11 @@
     "Confirm Unbind": "确认解绑",
     "Confirm usage reset": "确认重置用量",
     "Confirm your identity before accessing this sensitive action.": "执行此敏感操作前，请先验证身份。",
+    "Confirm your identity before changing the account {{username}}.": "修改账号 {{username}} 前，请先验证身份。",
+    "Confirm your identity before creating an administrator account.": "创建管理员账号前，请先验证身份。",
+    "Confirm your identity before permanently deleting the account {{username}}.": "永久删除账号 {{username}} 前，请先验证身份。",
     "Confirm your identity before removing this Passkey from your account.": "在解绑当前账号的 Passkey 前请确认你的身份。",
+    "Confirm your identity before unbinding {{provider}} from this user.": "为该用户解绑 {{provider}} 前，请先验证身份。",
     "Confirm your identity with Two-factor Authentication before registering a Passkey.": "在注册 Passkey 前请使用两步验证确认你的身份。",
     "Confirmed at {{time}} by user #{{userId}}": "用户 #{{userId}} 于 {{time}} 确认",
     "Confirmed payment compliance": "确认支付合规",
@@ -1351,6 +1512,7 @@
     "Connect to Coze bots": "接入 Coze 智能体",
     "Connect to DeepSeek model services": "接入 DeepSeek 模型服务",
     "Connect to Dify applications and workflows": "接入 Dify 应用与工作流",
+    "Connect to Doubao Seedance video and Seedream image generation through Volcengine Ark": "通过火山方舟接入豆包 Seedance 视频生成与 Seedream 图片生成",
     "Connect to FastGPT applications": "接入 FastGPT 应用",
     "Connect to iFlytek Spark model services": "接入讯飞星火模型服务",
     "Connect to Jimeng image and video generation services": "接入即梦图片与视频生成服务",
@@ -1360,10 +1522,10 @@
     "Connect to local or self-hosted Ollama models": "接入本地或自部署的 Ollama 模型服务",
     "Connect to MiniMax model services": "接入 MiniMax 模型服务",
     "Connect to Mistral AI model services": "接入 Mistral AI 模型服务",
-    "Connect to model services from another New API instance": "接入另一个 New API 实例提供的模型服务",
     "Connect to model services through a Sub2API gateway": "通过 Sub2API 网关接入模型服务",
     "Connect to models through the Google Gemini API": "通过 Google Gemini API 接入模型服务",
     "Connect to Moonshot AI model services": "接入 Moonshot AI 模型服务",
+    "Connect to New API model services with support for multiple task plugins": "接入 New API 网关的模型服务，支持多个任务插件",
     "Connect to OpenAI models deployed on Azure": "接入 Azure 上部署的 OpenAI 模型",
     "Connect to OpenAI Sora video generation services": "接入 OpenAI Sora 视频生成服务",
     "Connect to Perplexity model services": "接入 Perplexity 模型服务",
@@ -1446,6 +1608,7 @@
     "Copy All Codes": "复制所有代码",
     "Copy all models": "复制全部模型",
     "Copy API key": "复制 API 密钥",
+    "Copy API URL": "复制 API 地址",
     "Copy base URL": "复制 Base URL",
     "Copy billing expression": "复制计费表达式",
     "Copy callback URL": "复制回调 URL",
@@ -1468,6 +1631,7 @@
     "Copy redirect URL": "复制重定向 URL",
     "Copy referral link": "复制推荐链接",
     "Copy Request Header": "复制请求头",
+    "Copy request ID": "复制请求 ID",
     "Copy secret key": "复制密钥",
     "Copy selected codes": "复制选定的代码",
     "Copy selected keys": "复制选定的密钥",
@@ -1476,6 +1640,7 @@
     "Copy source field to target field": "把来源字段复制到目标字段",
     "Copy the key and paste it here": "复制密钥并粘贴到这里",
     "Copy this prompt and send it to an LLM (e.g. ChatGPT / Claude) to help design your billing expression.": "复制以下提示词发送给 LLM（如 ChatGPT / Claude），让它帮你设计计费表达式",
+    "Copy this token now. It will not be shown again.": "请立即复制此令牌，之后将不再显示。",
     "Copy to clipboard": "复制到剪贴板",
     "Copy token": "复制令牌",
     "Copy URL": "复制 URL",
@@ -1485,6 +1650,8 @@
     "Core Configuration": "核心配置",
     "Core Features": "核心功能",
     "Core pricing": "核心定价",
+    "Correct the invalid settings before saving.": "请修正无效配置后再保存。",
+    "Correlation key": "关联键",
     "Cost": "费用",
     "Cost = 10 × 0.3 = 3": "费用 = 10 × 0.3 = 3",
     "Cost = 10 × 0.8 = 8": "费用 = 10 × 0.8 = 8",
@@ -1501,6 +1668,7 @@
     "Count": "数量",
     "Count must be between {{min}} and {{max}}": "计数必须介于{{min}}和{{max}}之间",
     "Counters and averages cover the period since the upstream metrics were initialized or reset.": "计数和平均值统计自上游指标初始化或重置以来的数据。",
+    "Coverage {{sampled}}/{{total}} · inconclusive {{unclear}} · failed {{errors}}": "渠道覆盖 {{sampled}}/{{total}} · 不确定 {{unclear}} · 失败 {{errors}}",
     "Coze": "Coze",
     "CPU": "CPU",
     "CPU Threshold (%)": "CPU 阈值 (%)",
@@ -1508,7 +1676,9 @@
     "Create a copy of:": "创建副本：",
     "Create a key for your app or service": "为你的应用或服务创建密钥",
     "Create a new user group to configure ratio overrides for.": "创建一个新的用户分组来配置比例覆盖。",
+    "Create access token": "创建访问令牌",
     "Create account": "创建账户",
+    "Create aliases for users": "给上游模型起别名",
     "Create an account": "创建一个账户",
     "Create an API key to unlock the real request": "创建 API 密钥以解锁真实请求",
     "Create and review invite or credit codes.": "创建和审查邀请或信用代码。",
@@ -1540,15 +1710,22 @@
     "Create succeeded": "创建成功",
     "Create Vendor": "创建供应商",
     "Create your first group to reuse model, tag, or endpoint selections anywhere in the dashboard.": "创建您的第一个分组，以便在仪表板的任何位置重用模型、标签或端点选择。",
+    "Create, edit, and delete API keys.": "创建、编辑和删除 API 密钥。",
+    "Create, edit, and delete deployments, and test connections.": "创建、编辑和删除部署，并测试连接。",
+    "Create, edit, and delete prefill groups.": "创建、编辑和删除预填充分组。",
+    "Create, edit, and delete redemption codes.": "创建、编辑和删除兑换码。",
+    "Create, edit, disable, and delete users, and reset their security settings.": "创建、编辑、禁用和删除用户，并重置其安全设置。",
     "Create, revoke, and audit API tokens.": "创建、撤销和审计 API 令牌。",
     "Created": "创建时间",
     "Created {{count}} redemption codes named {{name}} ({{quota}} each)": "创建 {{count}} 个兑换码 {{name}}（每个 {{quota}}）",
+    "Created {{time}}": "创建于 {{time}}",
     "Created a custom OAuth provider": "创建了一个自定义 OAuth 提供方",
     "Created a deployment": "创建了一个部署",
     "Created a model": "创建了一个模型",
     "Created a prefill group": "创建了一个预填组",
     "Created a subscription plan": "创建了一个订阅计划",
     "Created a vendor": "创建了一个供应商",
+    "Created an access token": "创建了访问令牌",
     "Created At": "创建时间",
     "Created channel {{name}} (type {{type}}, count {{count}})": "创建渠道 {{name}}（类型 {{type}}，数量 {{count}}）",
     "Created user {{username}} (role {{role}})": "创建用户 {{username}}（角色 {{role}}）",
@@ -1566,7 +1743,10 @@
     "Creem Payment": "Creem 支付",
     "Creem product ID from your Creem dashboard.": "从您的 Creem 仪表板获取 Creem 产品 ID。",
     "Creem products must be a JSON array": "Creem 产品必须是 JSON 数组",
+    "Creem webhook is not configured": "Creem Webhook 未配置",
+    "CreemProductId is not configured for this plan": "该套餐未配置 CreemProductId",
     "Cross-group": "跨分组",
+    "Cross-group retry": "跨分组重试",
     "Cumulative usage": "累计用量",
     "Currency": "货币",
     "Currency & Display": "货币与展示",
@@ -1579,6 +1759,8 @@
     "Current email verification code": "当前邮箱验证码",
     "Current email: {{email}}. Enter a new email to change.": "当前邮箱：{{email}}。输入新邮箱以更改。",
     "Current exchange rate: 1 USD = {{rate}} {{currency}}": "当前汇率：1 USD = {{rate}} {{currency}}",
+    "Current interval: {{minutes}} minutes": "当前间隔：{{minutes}} 分钟",
+    "Current intervals: {{min}}–{{max}} minutes": "当前各渠道间隔：{{min}}–{{max}} 分钟",
     "Current key": "当前密钥",
     "Current key disable requested": "已请求停用当前密钥",
     "Current legacy JSON is invalid, cannot append": "当前旧格式 JSON 不合法，无法追加模板",
@@ -1625,14 +1807,18 @@
     "Custom multipliers when specific user groups use specific token groups. Example: VIP users get 0.9x rate when using \"edit_this\" group tokens.": "当特定用户分组使用特定令牌分组时的自定义乘数。示例：VIP 用户在使用“edit_this”分组令牌时获得 0.9 倍费率。",
     "Custom OAuth": "自定义 OAuth",
     "Custom OAuth Providers": "自定义OAuth提供商",
+    "Custom reset cycle must be greater than 0 seconds": "自定义重置周期需大于0秒",
     "Custom Seconds": "自定义秒数",
     "Custom sidebar section": "自定义侧边栏部分",
+    "Custom tag": "自定义标签",
     "Custom task plugin setting updated": "自定义任务插件设置已更新",
     "Custom Time Range": "自定义时间范围",
     "Custom Zoom": "自定义缩放",
+    "Customize pool": "自定义分组池",
     "Customize sidebar display content": "个性化设置左侧边栏的显示内容",
     "Daily": "每天",
     "Daily Check-in": "每日签到",
+    "Daily check-in, received {{quota}}": "用户签到，获得额度 {{quota}}",
     "Daily token usage by model across the past few weeks": "过去几周内按模型分布的每日 Token 使用量",
     "Daily token usage by model across the past month": "过去一个月内各模型的每日 Token 用量",
     "Daily token usage by model over the past month": "过去一个月内按模型分布的每日 Token 使用量",
@@ -1649,6 +1835,8 @@
     "Data retention": "数据保留",
     "Database": "数据库",
     "Database check": "数据库检查",
+    "Database connection failed": "数据库连接失败",
+    "Database error, please contact the administrator": "数据库出错，请联系管理员",
     "Date and time when this announcement should be displayed": "此公告应显示的日期和时间",
     "Date Range": "时间范围",
     "Day": "天",
@@ -1675,10 +1863,12 @@
     "Default Bearer": "默认 Bearer",
     "Default Collapse Sidebar": "默认折叠侧边栏",
     "Default consumption chart": "默认消耗分布图",
+    "Default group": "默认分组",
     "Default Max Tokens": "默认最大 Token 数",
     "Default model call chart": "默认模型调用图",
     "Default placeholder": "默认占位图标",
     "Default range": "默认范围",
+    "Default reminder threshold": "默认提醒阈值",
     "Default Responses API version, if empty, will use the API version above": "默认响应 API 版本，如果为空，将使用上面的 API 版本",
     "Default session lifetime (seconds)": "默认会话有效期（秒）",
     "Default system prompt for this channel": "此渠道的默认系统提示",
@@ -1690,6 +1880,7 @@
     "Define API endpoints for this model (JSON format)": "为此模型定义 API 端点（JSON 格式）",
     "Define endpoint mappings for each provider.": "为每个提供商定义端点映射。",
     "Define per-group rules to add, remove, or append selectable groups for specific user groups.": "为特定用户组定义按分组规则，以添加、移除或追加可选分组。",
+    "Degraded": "性能下降",
     "Degraded performance recently": "近期性能有所下降",
     "Delete": "删除",
     "Delete (": "删除 (",
@@ -1735,6 +1926,7 @@
     "Delete plugin version?": "删除插件版本？",
     "Delete Provider": "删除提供商",
     "Delete Request Header": "删除请求头",
+    "Delete rule": "删除规则",
     "Delete Rule": "删除规则",
     "Delete selected API keys": "删除选定的 API 密钥",
     "Delete selected channels": "删除所选渠道",
@@ -1749,6 +1941,7 @@
     "Deleted": "已注销",
     "Deleted \"{{name}}\"": "已删除 \"{{name}}\"",
     "Deleted ({{id}})": "已删除({{id}})",
+    "Deleted {{count}} auto-disabled keys": "已删除 {{count}} 个自动禁用的密钥",
     "Deleted {{count}} failed models": "已删除 {{count}} 个失败模型",
     "Deleted {{count}} historical system tasks": "已清理 {{count}} 条历史系统任务",
     "Deleted {{count}} stale instances": "已删除 {{count}} 个失联实例",
@@ -1783,12 +1976,16 @@
     "Deployment logs": "部署日志",
     "Deployment Region": "部署区域",
     "Deployment Region *": "部署区域 *",
+    "Deployment region cannot be empty": "部署地区不能为空",
+    "Deployment region must be valid JSON, for example {{example}}": "部署地区必须是标准的 JSON 格式，例如 {{example}}",
+    "Deployment region must include a default field": "部署地区必须包含 default 字段",
     "Deployment requested": "部署已请求",
     "Deployments": "部署",
     "Deprecated": "已弃用",
     "Derives the request names your users call": "生成用户调用的请求模型名",
     "Derives the upstream names sent to the provider": "生成发送给上游的模型名",
     "Desc": "降序",
+    "Descending": "降序",
     "Describe": "图生文",
     "Describe this model...": "描述此模型...",
     "Describe this vendor...": "描述此供应商...",
@@ -1805,7 +2002,12 @@
     "Detected database": "检测到的数据库",
     "Detected high-risk status code redirect rules": "检测到以下高危状态码重定向规则：",
     "Detection complete: {{add}} to add, {{remove}} to remove": "检测完成：新增 {{add}} 个，删除 {{remove}} 个",
+    "Detection could not be completed. Only measured usage is charged.": "检测未能完成，仅对已确认的实际用量计费。",
+    "Detection details": "检测详情",
     "Detection failed": "检测失败",
+    "Detection finished": "检测已完成",
+    "Detection in progress": "检测进行中",
+    "Detection records reset": "检测记录已重置",
     "Determines how this group is applied elsewhere.": "确定此分组在其他地方的应用方式。",
     "Deterministic sampling seed (best-effort)": "尽量保证可复现的采样种子",
     "Developer Friendly": "开发者友好",
@@ -1827,12 +2029,14 @@
     "Disable selected channels": "禁用选定的渠道",
     "Disable selected models": "禁用选定的模型",
     "Disable store passthrough": "禁止透传 store",
+    "Disable tag grouping to drag channels": "关闭标签聚合后可拖拽渠道",
     "Disable task plugins?": "禁用任务插件？",
     "Disable this key?": "禁用此密钥？",
     "Disable threshold (seconds)": "禁用阈值（秒）",
     "Disable Two-Factor Authentication": "禁用双重身份验证",
     "disabled": "已禁用",
     "Disabled": "已禁用",
+    "Disabled {{count}} keys": "已禁用 {{count}} 个密钥",
     "Disabled all channels with tag: {{tag}}": "已禁用标签「{{tag}}」下的所有渠道",
     "Disabled channels with tag {{tag}}": "禁用标签为 {{tag}} 的渠道",
     "Disabled globally": "全局已禁用",
@@ -1847,6 +2051,7 @@
     "Discard unsaved changes?": "放弃未保存的修改？",
     "Disclaimer: Personal use only. Do not distribute or share any credentials. This channel has prerequisites and requires prior setup; use it only if you understand the flow and risks, and comply with OpenAI's terms and policies. Credentials and configuration are for Codex CLI integration only, and are not intended for any other client, platform, or channel.": "免责声明：仅限个人使用，请勿分发或共享任何凭证。该渠道存在前置条件与使用门槛，请在充分了解流程与风险后使用，并遵守 OpenAI 的相关条款与政策。相关凭证与配置仅限接入 Codex CLI 使用，不适用于其他客户端、平台或渠道。",
     "Discord": "Discord",
+    "Discord ID is empty!": "Discord ID 为空！",
     "Discount": "优惠",
     "Discount map by recharge amount (JSON object)": "按充值金额的折扣映射 (JSON 对象)",
     "Discount Rate": "折扣率",
@@ -1879,6 +2084,7 @@
     "Display name shown to users.": "显示给用户的名称。",
     "Display Options": "显示选项",
     "Display policy": "展示策略",
+    "Display settings saved": "展示设置已保存",
     "Display Token Statistics": "显示 Token 统计信息",
     "Displayed": "正常展示",
     "Displayed in": "显示单位",
@@ -1898,16 +2104,23 @@
     "Domain Filter Mode": "域名过滤模式",
     "Don't have an account?": "没有账号？",
     "Done": "完成",
+    "Doubao": "Doubao",
     "Doubao custom API address editing unlocked": "已解锁豆包自定义 API 地址编辑",
-    "DoubaoVideo": "DoubaoVideo",
     "Double check the configuration below. Your system will be locked until initialization is complete.": "仔细检查以下配置。您的系统将在初始化完成前保持锁定状态。",
     "Downgrade Group": "降级分组",
+    "Downgrade group does not exist": "降级分组不存在",
+    "Downgrade rate · last 6 hours": "近 6 小时降智率",
     "Downgrade to pre-purchase group": "降级到购买前分组",
     "Downgrade to this group after the subscription expires": "订阅过期后降级到该分组",
     "Download": "下载",
     "Drag {{group}} to reorder": "拖动 {{group}} 以重新排序",
+    "Drag mode": "拖拽模式",
+    "Drag mode help": "拖拽模式帮助",
+    "Drag the handle to move a channel.": "按住左侧拖拽手柄移动渠道。",
+    "Drag to change priority. Use arrow keys to move, Escape to cancel.": "拖拽调整优先级，也可使用方向键移动，Esc 取消。",
     "Drag to move": "拖动以移动",
     "Drag to resize": "拖动以调整大小",
+    "Drag to set channel priority": "拖拽调整渠道优先级",
     "Draw": "绘图",
     "Drawing": "绘图",
     "Drawing logs": "绘制日志",
@@ -1915,6 +2128,9 @@
     "Drawing task polling": "绘图任务轮询",
     "Drawing task records": "绘图任务记录",
     "Drop a JavaScript plugin file here": "将 JavaScript 插件文件拖放到此处",
+    "Drop at an edge to create a different priority.": "拖到渠道边缘，插入新的优先级。",
+    "Drop between tiers to change priority, or in the center to join a tier": "拖到档位之间调整优先级，拖到中间加入同级",
+    "Drop in the center to use the same priority.": "拖到渠道中间，加入相同优先级。",
     "Dry run result": "干跑结果",
     "Duplicate": "重复",
     "Duplicate group names: {{names}}": "存在重复的分组名称：{{names}}",
@@ -1967,6 +2183,7 @@
     "e.g., https://ark.cn-beijing.volces.com": "例如，https://ark.cn-beijing.volces.com",
     "e.g., https://docs-test-001.openai.azure.com": "例如，https://docs-test-001.openai.azure.com",
     "e.g., https://fastgpt.run/api/openapi": "例如，https://fastgpt.run/api/openapi",
+    "e.g., my-project-123": "例如 my-project-123",
     "e.g., OpenAI GPT-4 Production": "例如，OpenAI GPT-4 生产环境",
     "e.g., preview": "例如，preview",
     "e.g., prod_xxx": "例如，prod_xxx",
@@ -1975,6 +2192,8 @@
     "e.g., us-central1 or JSON format for model-specific regions": "例如，us-central1 或模型特定区域的 JSON 格式",
     "e.g., v2.1": "例如，v2.1",
     "Each backup code can only be used once.": "每个备份代码只能使用一次。",
+    "Each consumed attempt is charged independently at the requested model price and its actual group ratio. The total below is a summary, not another charge.": "每次已消耗的尝试独立按请求模型价格及实际分组倍率计费。下方合计仅作汇总，不会再次扣费。",
+    "Each consumed attempt is charged independently, including rejected results.": "每次产生消耗的上游尝试独立计费，被拦截的结果也会计费。",
     "Each item must be an object with a single key-value pair.": "每个条目必须是包含单个键值对的对象。",
     "Each item must have exactly one key-value pair.": "每个条目必须恰好包含一个键值对。",
     "Each line represents one keyword. Leave blank to disable the list but keep the switch states.": "每行代表一个关键词。留空以禁用列表，但保留开关状态。",
@@ -1989,6 +2208,7 @@
     "Earnings": "收益",
     "Edit": "编辑",
     "Edit {{title}}": "编辑{{title}}",
+    "Edit access token": "编辑访问令牌",
     "Edit all channels with tag:": "编辑所有带有标签的渠道：",
     "Edit Announcement": "编辑公告",
     "Edit API Shortcut": "编辑 API 快捷方式",
@@ -1998,18 +2218,16 @@
     "Edit chat preset": "编辑聊天预设",
     "Edit discount tier": "编辑折扣档位",
     "Edit FAQ": "编辑常见问题",
-    "Enable passthrough": "确认开启透传",
-    "Enable request body passthrough?": "确认开启透传请求体？",
-    "Enable request header passthrough?": "确认开启透传请求头？",
-    "Enable session affinity": "启用会话保持",
     "Edit group": "编辑分组",
     "Edit group rate limit": "编辑组速率限制",
+    "Edit group settings as JSON. Changes are shared with the visual editor.": "通过 JSON 编辑分组设置，修改会同步到可视化编辑器。",
     "Edit JSON object directly. Suitable for simple parameter overrides.": "直接编辑 JSON 对象。适合简单覆盖参数的场景。",
     "Edit JSON text directly. Format will be validated on save.": "直接编辑 JSON 文本，保存时会校验格式。",
     "Edit mapping": "编辑映射",
     "Edit model": "编辑模型",
     "Edit Model": "编辑模型",
     "Edit model pricing": "编辑模型定价",
+    "Edit models and vendors, and sync them from upstream.": "编辑模型和供应商，并从上游同步。",
     "Edit non-sensitive settings such as models, groups, and routing rules.": "编辑模型、分组和路由规则等非敏感设置。",
     "Edit OAuth Provider": "编辑 OAuth 提供商",
     "Edit payment method": "编辑支付方式",
@@ -2029,18 +2247,25 @@
     "Editor mode": "编辑器模式",
     "Education": "教育",
     "Effective icon": "生效图标",
+    "Eicy relay status": "Eicy 的中转状态检测",
+    "Eligible candidate": "符合选择条件",
     "Email": "邮箱",
     "Email (required for verification)": "电子邮件（验证必需）",
+    "Email & Notifications": "邮件与通知",
     "Email Address": "电子邮件地址",
+    "Email address is already in use": "邮箱地址已被占用",
     "Email Alias Restriction": "电子邮件别名限制",
     "Email bound successfully!": "邮箱绑定成功！",
     "Email confirmation code resend": "重发邮箱确认码",
     "Email Domain Restriction": "电子邮件域限制",
     "Email Domain Whitelist": "电子邮件域白名单",
     "Email Field": "邮箱字段",
+    "Email is empty!": "邮箱为空！",
+    "Email or password is empty!": "邮箱地址或密码为空！",
     "Email Verification": "电子邮件验证",
     "Email verification code is incorrect.": "邮箱验证码不正确。",
     "Email verification has ended. Start again to continue.": "邮箱验证已结束，请重新开始。",
+    "Email verification is enabled, please enter email address and verification code": "管理员开启了邮箱验证，请输入邮箱地址和验证码",
     "Email, summarisation, knowledge work": "邮件、摘要与知识工作",
     "Embeddings": "嵌入",
     "Empty": "空",
@@ -2049,6 +2274,7 @@
     "Enable {{parameter}}": "启用 {{parameter}}",
     "Enable 2FA": "启用 2FA",
     "Enable All": "启用全部",
+    "Enable Astra auto-switch?": "开启 Astra 自动切换？",
     "Enable check-in feature": "启用签到功能",
     "Enable custom task plugins": "启用自定义任务插件",
     "Enable Data Dashboard": "启用数据仪表板",
@@ -2070,16 +2296,18 @@
     "Enable or disable this channel": "启用或禁用此渠道",
     "Enable or disable this model": "启用或禁用此模型",
     "Enable Passkey": "启用 Passkey",
+    "Enable passthrough": "确认开启透传",
     "Enable Performance Monitoring": "启用性能监控",
     "Enable plugin {{key}}": "启用插件 {{key}}",
     "Enable plugin?": "启用插件？",
     "Enable rate limiting": "启用速率限制",
+    "Enable request body passthrough?": "确认开启透传请求体？",
+    "Enable request header passthrough?": "确认开启透传请求头？",
     "Enable Request Passthrough": "启用请求透传",
     "Enable Responses WebSocket": "启用 Responses WebSocket",
-    "Validate Astra upstream model": "校验 Astra 上游模型",
-    "Reject a Responses result when the upstream declares a model other than gpt-6-astra. Enabled by default; disable only for an intentional mapping.": "当上游声明的模型不是 gpt-6-astra 时拒绝 Responses 结果。默认开启；仅在确实需要映射时关闭。",
     "Enable selected channels": "启用选定的渠道",
     "Enable selected models": "启用选定的模型",
+    "Enable session affinity": "启用会话保持",
     "Enable SSL/TLS": "启用 SSL/TLS",
     "Enable SSRF Protection": "启用 SSRF 保护",
     "Enable STARTTLS": "启用 STARTTLS",
@@ -2102,7 +2330,10 @@
     "Enable when the upstream needs client information from Codex or Claude Code headers; may expose client information": "上游需要获取 Codex、Claude Code 等客户端请求头信息时开启；可能暴露客户端信息",
     "Enable when the upstream needs information from clients such as Codex or Claude Code, including User-Agent, client version or session headers. Usually leave this off.": "适用于上游需要获取 Codex、Claude Code 等客户端信息的场景，例如请求头中的 User-Agent、客户端版本或会话标识。通常无需开启。",
     "Enabled": "已启用",
+    "Enabled {{count}} keys": "已启用 {{count}} 个密钥",
     "Enabled all channels with tag: {{tag}}": "已启用标签「{{tag}}」下的所有渠道",
+    "Enabled by default for gpt-6-astra. Keep the last valid fingerprint and pelican conclusions until recovery or reset. Failed checks do not clear them.": "默认开启，仅对 gpt-6-astra 生效。分别保留指纹、鹈鹕的最新有效结论，直到有效恢复或管理员重置；检测失败不会清除结论。",
+    "Enabled by default for gpt-6-astra. Keep the last valid fingerprint and vision conclusions until recovery or reset. Failed checks do not clear them.": "默认开启，仅对 gpt-6-astra 生效。分别保留指纹、图片识别的最新有效结论，直到有效恢复或管理员重置；检测失败不会清除结论。",
     "Enabled channels with tag {{tag}}": "启用标签为 {{tag}} 的渠道",
     "Enabled Status": "启用状态",
     "Enabled two-factor authentication": "启用了两步验证",
@@ -2119,6 +2350,8 @@
     "Endpoint": "端点",
     "Endpoint config": "端点配置",
     "Endpoint Configuration": "端点配置",
+    "Endpoint probe": "端点探测",
+    "Endpoint status": "端点监控状态",
     "Endpoint Type": "端点类型",
     "Endpoint, provider-specific settings, and credentials.": "接口地址、供应商专属设置和凭据。",
     "Endpoint:": "端点：",
@@ -2137,6 +2370,7 @@
     "Enter a positive integer": "请输入正整数",
     "Enter a positive or negative amount to adjust the quota": "输入正数或负数以调整配额",
     "Enter a react-icons component name. Invalid names show no icon.": "输入 react-icons 组件名。无法解析的名称不会显示图标。",
+    "Enter a rule to preview mappings.": "填写规则后，这里会显示具体映射。",
     "Enter a valid condition value.": "请输入有效的条件值。",
     "Enter a valid email or leave blank": "请输入有效的邮箱地址或留空",
     "Enter a value and press Enter": "输入值并按回车键",
@@ -2183,8 +2417,6 @@
     "Enter password (8-20 characters)": "输入密码（8-20 个字符）",
     "Enter password (8–128 characters)": "输入密码（8–128 个字符）",
     "Enter previous domains, one per line, without a protocol, port or path. Different ports on the same domain do not need compatible domains.": "每行填写一个旧域名，不包含协议、端口或路径。同一域名的不同端口无需加入兼容列表。",
-    "Entries configured in Request Header Override still take priority": "请求头覆盖中手动配置的项仍然优先",
-    "Excludes the first attempt. Counted per group.": "不含首次，按分组计算。",
     "Enter previous Passkey domains, one per line. Existing Passkeys can still verify with these domains; new Passkeys use the primary domain.": "每行填写一个旧通行密钥域名。已有通行密钥仍可通过这些域名验证，新通行密钥使用主域名。",
     "Enter quota in {{currency}}": "输入 {{currency}} 额度",
     "Enter quota in tokens": "输入令牌配额",
@@ -2199,6 +2431,7 @@
     "Enter the 6-digit Time-based One-Time Password or 8-character backup code from your authenticator app.": "输入来自身份验证器应用的 6 位基于时间的单次密码或 8 位备份代码。",
     "Enter the complete URL, supports": "输入完整的 URL，支持",
     "Enter the Coze agent ID": "输入 Coze 代理 ID",
+    "Enter the Discovery URL or Issuer URL first": "请先填写 Discovery URL 或 Issuer URL",
     "Enter the full URL of your Gotify server": "输入您的 Gotify 服务器的完整 URL",
     "Enter the knowledge base ID": "输入知识库 ID",
     "Enter the path before /suno, usually just the domain": "输入 /suno 之前的路径，通常只是域名",
@@ -2206,7 +2439,6 @@
     "Enter the quota amount in tokens": "输入令牌配额数量",
     "Enter the verification code": "输入验证码",
     "Enter the website domain, such as example.com.": "填写网站域名，例如 example.com。",
-    "Enter threshold": "输入阈值",
     "Enter token counts to preview the estimated cost (excluding group multipliers).": "输入 token 数量以预览预估费用（不含用户组倍率）。",
     "Enter URL...": "输入 URL...",
     "Enter username": "输入用户名",
@@ -2220,6 +2452,7 @@
     "Enter your username or email": "输入您的用户名或电子邮件",
     "Enterprise Account": "企业账户",
     "Enterprise-grade security with comprehensive permission management": "企业级安全性，提供全面的权限管理",
+    "Entries configured in Request Header Override still take priority": "请求头覆盖中手动配置的项仍然优先",
     "Entrypoint (space separated)": "入口点 (空格分隔)",
     "Enum": "枚举",
     "Enum values": "枚举值",
@@ -2244,30 +2477,43 @@
     "Error Type (optional)": "错误类型（可选）",
     "Estimated cost": "预计成本",
     "Estimated quota cost": "估算配额费用",
+    "Estimated usage": "估算用量",
     "Evaluate fields from the provider user info response. Conditions and nested groups use and/or logic.": "根据提供商返回的用户信息字段执行策略判断。条件和嵌套分组支持 and/or 逻辑。",
     "Event": "事件",
+    "Every {{minutes}} minutes": "每 {{minutes}} 分钟",
+    "Every {{minutes}} minutes · 3 probes per channel": "每 {{minutes}} 分钟 · 每渠道 3 个探针",
+    "Every 15 minutes": "每 15 分钟探活",
+    "Every 30 minutes · 3 probes per channel": "每 30 分钟 · 每渠道 3 个探针",
+    "Every 30 minutes, one work per Astra channel.": "每 30 分钟，每个 Astra 渠道生成一份作品。",
     "Every group name in the pricing table can be used in two places: on a user (the user group, assigned by admins) and on a token (the token group, chosen when creating the token). Same name pool, two different jobs.": "定价表中的每个分组名可用在两个地方：用户身上（用户分组，由管理员分配）和令牌身上（令牌分组，创建令牌时选择）。同一批名字，两种不同职责。",
     "Every other device will lose access immediately. This device will remain signed in.": "其他所有设备将立即失去访问权限，当前设备将保持登录。",
     "Everything configured for this group, in one place.": "该分组的全部配置，一处看全。",
     "Exact": "精确",
     "Exact Match": "完全匹配",
     "Exact match only and case-sensitive. Prefixes, regex, and * wildcards are not supported.": "只做完整精确匹配，区分大小写；不支持前缀、正则或 * 通配。",
+    "Exact model names only. Preferred groups run before the remaining pool. A successful session binding takes precedence.": "精确匹配模型名，优先分组先于池内其余分组。已有成功会话绑定优先。",
     "Example": "示例",
     "Example (all channels):": "示例（全部渠道）：",
     "Example (specific channels):": "示例（指定渠道）：",
     "Example price": "示例价格",
     "Example spec": "示例规格",
     "Example:": "示例：",
+    "Example: users call gpt-4o; upstream receives gpt-4o-all.": "例如：用户调用 gpt-4o，上游收到 gpt-4o-all。",
     "example.com&#10;blocked-site.com": "example.com&#10;blocked-site.com",
     "example.com&#10;company.com": "example.com&#10;company.com",
     "Excellent": "优秀",
     "Exchange rate is required": "汇率为必填项",
     "Exchange rate must be greater than 0": "汇率必须大于 0",
+    "Excluded by priority": "未进入本次优先级",
+    "Excluded groups are never used by automatic grouping, including retries. If no groups remain, the request fails.": "自动分组和重试均不会使用黑名单中的分组。没有剩余可用分组时，请求将失败。",
+    "Excludes the first attempt. Counted per group.": "不含首次，按分组计算。",
     "Execute code in a sandbox during the response": "在响应过程中沙箱执行代码",
     "Executor": "执行实例",
     "Exhausted": "已耗尽",
     "Existing account will be reused": "将使用现有账户",
+    "Existing API keys keep Astra auto-switch enabled; new keys default to off. Rejected results still incur usage charges, and every additional upstream attempt is charged separately. You can change this setting for each API key.": "已有 API 令牌保持开启 Astra 自动切换，新建令牌默认关闭。被拦截的结果仍按消耗计费，切换后的每次上游尝试也独立计费。你可以在各令牌设置中修改此开关。",
     "Existing Models ({{count}})": "现有模型 ({{count}})",
+    "Existing models: select fields to replace their current values with the values on the right. Unselected fields stay unchanged.": "已有模型：勾选要更新的字段，当前内容会被右侧内容替换；未勾选的保持不变。",
     "Existing Passkeys remain tied to the old domain and may stop working. Keep the old domain to preserve access, or confirm only if you have a recovery plan.": "已有通行密钥仍绑定旧域名，更改后可能无法使用。保留旧域名可维持访问；请仅在已有恢复方案时确认更改。",
     "Exists": "存在",
     "Expand": "展开",
@@ -2276,15 +2522,22 @@
     "Expected a JSON array of group identifiers": "应为分组标识符的 JSON 数组",
     "Expected a JSON array.": "应为 JSON 数组。",
     "Experiment with prompts and models in real time.": "实时实验提示词和模型。",
+    "Experimental behavioral samples, not proof of model identity. Luna-like inconclusive rounds count as suspected downgrades; other inconclusive and failed rounds are excluded. Samples do not verify individual customer requests.": "实验性行为抽检，疑似不符不等于确认换模。至少 2 个有效探针且明显接近 Luna 的不确定轮次会计入降智率；其他不确定和失败轮次不计入。抽检不能证明每条用户请求的真实模型。",
+    "Expiration": "过期时间",
     "Expiration Time": "过期时间",
+    "Expiration time cannot be earlier than current time": "过期时间不能早于当前时间",
     "expired": "已过期",
     "Expired": "已过期",
     "Expired at": "过期于",
     "Expired time cannot be earlier than current time": "过期时间不能早于当前时间",
     "Expires": "过期",
+    "Expires {{time}}": "{{time}} 过期",
     "Expires at": "到期时间",
     "Expires in": "剩余到期时间",
+    "Export": "导出",
+    "Export logs": "导出日志",
     "Export snapshot": "导出快照",
+    "Exported {{count}} logs": "已导出 {{count}} 条日志",
     "Expose ratio API": "暴露倍率接口",
     "Exposes the pricing/models catalog in the top navigation.": "在顶部导航中显示定价/模型目录。",
     "Expression": "计费表达式",
@@ -2327,6 +2580,7 @@
     "Failed to bind email": "绑定邮箱失败",
     "Failed to change password": "修改密码失败",
     "Failed to check for updates": "检查更新失败",
+    "Failed to check user bindings, please try again later": "检查用户绑定时发生错误，请稍后重试",
     "Failed to clean logs": "清理日志失败",
     "Failed to complete order": "完成订单失败",
     "Failed to complete Passkey login": "无法完成 Passkey 登录",
@@ -2334,15 +2588,25 @@
     "Failed to contact GitHub releases API": "无法连接 GitHub Releases API",
     "Failed to copy": "复制失败",
     "Failed to copy channel": "复制渠道失败",
+    "Failed to copy channel. Please try again later": "复制渠道失败，请稍后重试",
     "Failed to copy keys": "复制密钥失败",
     "Failed to copy model names": "复制模型名称失败",
     "Failed to copy to clipboard": "复制到剪贴板失败",
+    "Failed to count channel types. Please try again later": "获取渠道类型统计失败，请稍后重试",
+    "Failed to count channels. Please try again later": "获取渠道数量失败，请稍后重试",
+    "Failed to count tags. Please try again later": "获取标签数量失败，请稍后重试",
     "Failed to create account": "创建账户失败",
     "Failed to create API key": "创建API密钥失败",
     "Failed to create channel": "创建渠道失败",
+    "Failed to create default token": "创建默认令牌失败",
     "Failed to create deployment": "创建部署失败",
+    "Failed to create order": "创建订单失败",
     "Failed to create provider": "创建提供商失败",
     "Failed to create redemption code": "创建兑换码失败",
+    "Failed to create redemption code, please try again later": "创建兑换码失败，请稍后重试",
+    "Failed to create the administrator account: {{error}}": "创建管理员账号失败: {{error}}",
+    "Failed to create the Discovery request: {{error}}": "创建 Discovery 请求失败: {{error}}",
+    "Failed to create the plan product": "创建套餐产品失败",
     "Failed to create user": "创建用户失败",
     "Failed to delete {{count}} model(s)": "删除 {{count}} 个模型失败",
     "Failed to delete {{count}} redemption codes": "{{count}} 个兑换码删除失败",
@@ -2370,22 +2634,43 @@
     "Failed to enable channels": "启用渠道失败",
     "Failed to enable model": "启用模型失败",
     "Failed to enable tag channels": "启用标签渠道失败",
+    "Failed to encode Vertex AI key JSON: {{error}}": "Vertex AI 密钥 JSON 编码失败：{{error}}",
+    "Failed to export logs": "导出日志失败",
     "Failed to fetch channel key": "获取渠道密钥失败",
+    "Failed to fetch channel. Please try again later": "获取渠道信息失败，请稍后重试",
+    "Failed to fetch channels with this tag. Please try again later": "获取标签渠道失败，请稍后重试",
+    "Failed to fetch channels. Please try again later": "获取渠道列表失败，请稍后重试",
     "Failed to fetch checkin status": "获取签到状态失败",
     "Failed to fetch deployment details": "获取部署详情失败",
     "Failed to fetch models": "获取模型失败",
+    "Failed to fetch models: {{error}}": "获取模型列表失败：{{error}}",
     "Failed to fetch OIDC configuration. Please check the URL and network status": "获取 OIDC 配置失败。请检查 URL 和网络状态",
+    "Failed to fetch Ollama version: {{error}}": "获取 Ollama 版本失败：{{error}}",
     "Failed to fetch reset credit details": "获取重置次数详情失败",
+    "Failed to fetch reset credit details. Please try again later": "获取重置次数详情失败，请稍后重试",
+    "Failed to fetch tags. Please try again later": "获取标签失败，请稍后重试",
+    "Failed to fetch the catalog": "拉取目录失败",
+    "Failed to fetch the Discovery configuration: {{error}}": "获取 Discovery 配置失败: {{error}}",
+    "Failed to fetch the product list": "拉取产品列表失败",
     "Failed to fetch upstream prices": "获取上游价格失败",
     "Failed to fetch upstream ratios": "获取上游比率失败",
     "Failed to fetch usage": "获取用量失败",
+    "Failed to fetch usage. Please try again later": "获取用量信息失败，请稍后重试",
     "Failed to fetch user information": "获取用户信息失败",
     "Failed to fix abilities": "修复渠道一致性失败",
+    "Failed to generate default token": "生成默认令牌失败",
     "Failed to generate token": "生成令牌失败",
+    "Failed to get the channel information. Please contact the administrator": "获取渠道信息失败，请联系管理员",
+    "Failed to get the token count": "获取令牌数量失败",
+    "Failed to get the user group": "获取用户分组失败",
+    "Failed to get token from {{provider}}, please check settings": "{{provider}} 获取 Token 失败，请检查设置",
+    "Failed to get user information": "获取用户信息失败",
     "Failed to hide model from model square": "从模型广场隐藏失败",
     "Failed to initialize OAuth": "初始化 OAuth 失败",
     "Failed to initialize system": "系统初始化失败",
+    "Failed to initialize the system: {{error}}": "系统初始化失败: {{error}}",
     "Failed to load": "加载失败",
+    "Failed to load access tokens": "加载访问令牌失败",
     "Failed to load API keys": "加载 API 密钥失败",
     "Failed to load artifacts": "制品加载失败",
     "Failed to load audit records": "加载审计记录失败",
@@ -2411,19 +2696,28 @@
     "Failed to load setup status": "无法加载设置状态",
     "Failed to load SGLang status": "加载 SGLang 状态失败",
     "Failed to load tag data": "加载标签数据失败",
-    "Failed to load token status": "加载令牌状态失败",
     "Failed to load users": "加载用户失败",
     "Failed to load vendor": "加载供应商失败",
     "Failed to load vendors": "加载供应商失败",
     "Failed to load vLLM status": "vLLM 状态加载失败",
+    "Failed to parse appended keys: {{error}}": "追加密钥解析失败：{{error}}",
+    "Failed to parse credentials. Please check the channel configuration": "解析凭证失败，请检查渠道配置",
     "Failed to parse group items": "解析组项目失败",
     "Failed to parse JSON file: {{name}}": "解析 JSON 文件失败：{{name}}",
+    "Failed to parse the Discovery configuration: {{error}}": "解析 Discovery 配置失败: {{error}}",
+    "Failed to parse tool price \"{{name}}\": {{error}}": "解析工具价格 \"{{name}}\" 失败：{{error}}",
+    "Failed to parse tool prices: {{error}}": "解析工具价格失败：{{error}}",
     "Failed to prepare pricing conversion": "定价转换准备失败",
     "Failed to preview metadata": "预览元信息失败",
     "Failed to preview vendor changes": "预览供应商更改失败",
     "Failed to query balance": "查询余额失败",
+    "Failed to query channels": "查询渠道失败",
+    "Failed to query logs": "查询日志失败",
+    "Failed to query statistics": "查询统计数据失败",
+    "Failed to query the upstream task status": "查询上游任务状态失败",
     "Failed to refresh cache stats": "刷新缓存统计失败",
     "Failed to refresh credential": "刷新凭证失败",
+    "Failed to refresh credentials. Please try again later": "刷新凭证失败，请稍后重试",
     "Failed to regenerate backup codes": "重新生成备份代码失败",
     "Failed to register Passkey": "注册 Passkey 失败",
     "Failed to remove Passkey": "移除 Passkey 失败",
@@ -2432,23 +2726,33 @@
     "Failed to reset model ratios": "重置模型比率失败",
     "Failed to reset Passkey": "重置 Passkey 失败",
     "Failed to reset usage": "重置用量失败",
+    "Failed to reset usage. Please try again later": "重置用量失败，请稍后重试",
     "Failed to revoke token": "撤销令牌失败",
     "Failed to save": "保存失败",
     "Failed to save announcements": "保存公告失败",
     "Failed to save API info": "保存 API 信息失败",
+    "Failed to save backup codes": "保存备用码失败",
+    "Failed to save configuration": "保存配置失败",
     "Failed to save FAQ": "保存 FAQ 失败",
     "Failed to save model pricing": "保存模型定价失败",
+    "Failed to save the demo site mode setting: {{error}}": "保存演示站点模式设置失败: {{error}}",
+    "Failed to save the self-use mode setting: {{error}}": "保存自用模式设置失败: {{error}}",
     "Failed to save Uptime Kuma groups": "保存 Uptime Kuma 组失败",
     "Failed to search API keys": "搜索 API 密钥失败",
     "Failed to search redemption codes": "搜索兑换码失败",
+    "Failed to search tokens": "搜索令牌失败",
+    "Failed to search top-up records": "搜索充值记录失败",
     "Failed to search users": "搜索用户失败",
     "Failed to send reset email": "发送重置邮件失败",
     "Failed to send verification code": "发送验证码失败",
     "Failed to send verification email": "发送验证邮件失败",
     "Failed to set tag": "设置标签失败",
+    "Failed to set the audio completion ratio: {{error}}": "音频补全倍率设置失败：{{error}}",
+    "Failed to set the audio ratio: {{error}}": "音频倍率设置失败：{{error}}",
+    "Failed to set the cache creation ratio: {{error}}": "缓存创建倍率设置失败：{{error}}",
+    "Failed to set the image ratio: {{error}}": "图片倍率设置失败：{{error}}",
     "Failed to setup 2FA": "设置 2FA 失败",
     "Failed to show model in model square": "在模型广场显示失败",
-    "Fill a CLI template or add a blank rule.": "填充 CLI 模板，或添加空白规则。",
     "Failed to sign out other sessions": "退出其他登录会话失败",
     "Failed to sign out session": "退出登录会话失败",
     "Failed to start {{provider}} login": "启动 {{provider}} 登录失败",
@@ -2458,6 +2762,7 @@
     "Failed to start OIDC login": "启动 OIDC 登录失败",
     "Failed to start Passkey login": "无法启动 Passkey 登录",
     "Failed to start Passkey registration": "启动 Passkey 注册失败",
+    "Failed to start payment": "拉起支付失败",
     "Failed to start Telegram binding": "启动 Telegram 绑定失败",
     "Failed to start testing all channels": "无法开始测试所有渠道",
     "Failed to start verification": "启动验证失败",
@@ -2489,10 +2794,16 @@
     "Fallback route": "兜底路由",
     "Fallback tier": "兜底阶梯",
     "FAQ": "常见问答",
+    "FAQ #{{index}} answer cannot exceed 1000 characters": "第{{index}}个FAQ的答案长度不能超过1000字符",
+    "FAQ #{{index}} is missing the answer field": "第{{index}}个FAQ缺少答案字段",
+    "FAQ #{{index}} is missing the question field": "第{{index}}个FAQ缺少问题字段",
+    "FAQ #{{index}} question cannot exceed 200 characters": "第{{index}}个FAQ的问题长度不能超过200字符",
     "FAQ added. Click \"Save Settings\" to apply.": "FAQ 已添加。点击 \"保存设置\" 以应用。",
+    "FAQ cannot exceed 100 entries": "FAQ数量不能超过100个",
     "FAQ deleted. Click \"Save Settings\" to apply.": "FAQ 已删除。点击 \"保存设置\" 以应用。",
     "FAQ saved successfully": "FAQ 保存成功",
     "FAQ updated. Click \"Save Settings\" to apply.": "FAQ 已更新。点击 \"保存设置\" 以应用。",
+    "Fast response first": "高速优先",
     "FastGPT": "FastGPT",
     "Feature in development": "功能开发中",
     "Fee": "扣费",
@@ -2506,6 +2817,7 @@
     "Fetched {{count}} model(s) from upstream": "从上游获取了 {{count}} 个模型",
     "Fetched {{count}} models": "已获取 {{count}} 个模型",
     "Fetched in your browser and placed in the source field below for review. GitHub and gist page URLs are rewritten to their raw URL automatically.": "由浏览器拉取并填入下方源码框供你审查。GitHub 与 gist 页面 URL 会自动改写为 raw URL。",
+    "Fetched successfully": "获取成功",
     "Fetching models...": "正在获取模型…",
     "Fetching plugin source...": "正在拉取插件源码…",
     "Fetching prefill groups...": "正在获取预填充分组...",
@@ -2525,6 +2837,7 @@
     "File Search": "文件搜索",
     "File verification": "文件校验",
     "Files to Retain": "保留文件数",
+    "Fill a CLI template or add a blank rule.": "填充 CLI 模板，或添加空白规则。",
     "Fill All Models": "填充所有模型",
     "Fill Codex CLI / Claude CLI Templates": "填充 Codex CLI / Claude CLI 模板",
     "Fill entire column": "填充整列",
@@ -2571,6 +2884,7 @@
     "Filter models by type, endpoint, vendor, group and tags": "按类型、端点、供应商、分组和标签筛选模型",
     "Filter models...": "筛选模型...",
     "Filter plugins...": "筛选插件...",
+    "Filter related requests": "筛选关联请求",
     "Filter the model analytics view by time range and user.": "按时间范围和用户筛选模型分析视图。",
     "Filter the traffic flow view by time range and user.": "按时间范围和用户筛选分流图视图。",
     "Filter...": "筛选...",
@@ -2578,11 +2892,15 @@
     "Filters active": "筛选已启用",
     "Final Consumed": "最终消耗",
     "Final cost = base × multiplier when conditions match": "匹配条件时，最终费用 = 基础费用 × 倍率",
+    "Final multiplier": "最终倍率",
+    "Final multipliers for all of this user’s keys. Zero is allowed. Removing an override restores the normal billing rules. Save separately below.": "对该用户所有密钥生效的最终倍率，允许为 0。删除覆盖后恢复原有计费规则，请使用下方按钮单独保存。",
     "Final price multiplier (0.95 = 5% discount": "最终价格乘数 (0.95 = 5% 折扣",
     "Finance": "金融",
     "Find": "查找",
     "Find the billing group.": "确定计费分组。",
     "Find the ratio.": "确定倍率。",
+    "Fingerprint matched": "指纹匹配",
+    "Finish reordering": "完成排序",
     "Finish Time": "完成时间",
     "Finished requests": "已结束请求",
     "First API request": "首个 API 请求",
@@ -2594,6 +2912,7 @@
     "Fixed": "修复",
     "Fixed abilities: {{success}} succeeded, {{fails}} failed": "渠道一致性修复完成：{{success}} 个成功，{{fails}} 个失败",
     "Fixed channel constraint": "固定渠道约束",
+    "Fixed channel not found": "指定渠道不存在",
     "Fixed fee per request": "每次请求固定费用",
     "Fixed price": "固定价格",
     "Fixed price (USD)": "固定价格 (USD)",
@@ -2623,11 +2942,14 @@
     "footer.columns.related.links.oneApi": "One API",
     "footer.columns.related.title": "相关项目",
     "footer.defaultCopyright": "版权所有。",
-    "footer.newapi.projectAttributionSuffix": "版权所有，由项目贡献者设计与开发。",
+    "footer.new\u0061pi.projectAttributionSuffix": "版权所有，由项目贡献者设计与开发。",
     "For advanced custom channels this applies only to /v1/responses routes without protocol conversion.": "高级自定义渠道仅对 /v1/responses 且不做协议转换的路由生效。",
+    "For Astra requests, skip groups whose latest valid fingerprint in the last 6 hours is non-Astra and continue through the group pool. Groups with no valid result remain eligible.": "Astra 请求会跳过最近 6 小时内最后一次有效指纹检测为非 Astra 的分组，按分组池顺序继续选择；没有有效检测结果的分组仍可使用。",
+    "For Astra requests, skip groups whose latest valid fingerprint or pelican result indicates degradation. Failed checks do not replace valid results; each check must recover or be reset. Groups with no valid result remain eligible.": "Astra 请求会跳过最新有效指纹或鹈鹕检测为降智的分组。失败检测不覆盖有效结论，各项检测需恢复正常或由管理员重置；无有效检测历史的分组仍可使用。",
+    "For Astra requests, skip groups whose latest valid fingerprint or vision result indicates degradation. Failed checks do not replace valid results; each check must recover or be reset. Groups with no valid result remain eligible.": "Astra 请求会跳过最新有效指纹或图片识别检测为降智的分组。失败检测不覆盖有效结论，各项检测需恢复正常或由管理员重置；无有效检测历史的分组仍可使用。",
     "For channels added after May 10, 2025, no need to remove \".\" from model names during deployment": "对于 2025 年 5 月 10 日之后添加的渠道，在部署时无需从模型名称中移除 \".\"",
     "For private deployments, format: https://fastgpt.run/api/openapi": "对于私有部署，格式为：https://fastgpt.run/api/openapi",
-    "For security, existing access tokens cannot be displayed. Regenerate only when you need a new token.": "出于安全考虑，现有访问令牌无法再次显示。仅在需要新令牌时重新生成。",
+    "For reference only: insufficient request samples may cause very large errors in the average charge.": "仅供参考：请求样本不足时，平均实扣可能存在巨大误差。",
     "For this channel, map the model name in client requests to the model name sent upstream.": "将客户端请求中的模型名称替换为此渠道对应的上游模型名称。",
     "For this website, you can enter: {{domain}}": "当前网站通常填写：{{domain}}",
     "Force a syntactically valid JSON response": "强制返回语法合法的 JSON",
@@ -2676,6 +2998,7 @@
     "Full width": "全宽",
     "Function calling": "函数调用",
     "Functions": "函数",
+    "Fuzzy search keywords must be at least 2 characters long": "使用模糊搜索时，关键词长度至少为 2 个字符",
     "Gateways": "网关",
     "GC Count": "GC 次数",
     "GC executed": "GC 已执行",
@@ -2683,14 +3006,13 @@
     "Gemini": "Gemini",
     "Gemini and OpenAI audio prices differ for this model. Use separate billing model names to convert them.": "此模型在 Gemini 和 OpenAI 接口上的音频价格不同，请使用独立的计费模型名分别转换。",
     "Gemini Generate Content to OpenAI Chat": "Gemini Generate Content 到 OpenAI Chat",
+    "Gemini Generate Content to OpenAI Responses": "Gemini Generate Content 到 OpenAI Responses",
     "Gemini Image 4K": "Gemini 图片 4K",
     "Gemini only": "仅 Gemini",
     "Gemini will continue to auto-detect thinking mode even with the adapter disabled. Enable this only when you need finer control over pricing and budgeting.": "即使禁用适配器，Gemini 也会继续自动检测思维模式。仅当您需要对定价和预算进行更精细的控制时才启用此选项。",
     "General": "常规",
     "General Settings": "通用设置",
     "Generate": "生成",
-    "Generate and manage your API access token": "生成和管理您的 API 访问令牌",
-    "Generate Doubao Seedance videos through Volcengine Ark": "通过火山方舟接入豆包 Seedance 视频生成",
     "Generate Lyrics": "生成歌词",
     "Generate Midjourney images through MjProxy": "通过 MjProxy 接入 Midjourney 图片生成",
     "Generate Midjourney images through MjProxyPlus": "通过 MjProxyPlus 接入 Midjourney 图片生成",
@@ -2699,8 +3021,6 @@
     "Generate new backup codes for account recovery": "生成新的备份代码用于账户恢复",
     "Generate New Codes": "生成新代码",
     "Generate tokens from the Tokens page; you can scope them to specific models, groups, IPs, and rate-limits.": "在「令牌」页面生成 API Key，可以按模型、分组、IP、速率等维度精细化授权。",
-    "Generated": "已生成",
-    "Generated a system access token": "生成了系统访问令牌",
     "Generated image": "生成的图像",
     "Generating new codes will invalidate all existing backup codes.": "生成新代码将使所有现有备份代码失效。",
     "Generating...": "生成中...",
@@ -2708,11 +3028,11 @@
     "Generation was interrupted": "生成已中断",
     "Generic cache": "通用缓存",
     "Get advice": "获取建议",
-    "Get notified when balance falls below this value": "当余额低于此值时接收通知",
     "Get one here": "点此获取",
     "Get started": "开始使用",
     "Get Started": "开始使用",
     "GitHub": "GitHub",
+    "GitHub ID is empty!": "GitHub ID 为空！",
     "GitHub rate limit reached. Try again later.": "已达到 GitHub 请求限制，请稍后重试。",
     "Give the group a recognizable name and optional description.": "为该分组提供一个可识别的名称和可选的描述。",
     "Give this group a recognizable name.": "为此分组提供一个可识别的名称。",
@@ -2737,9 +3057,12 @@
     "Go to settings": "前往设置",
     "Go to Settings": "前往设置",
     "Good": "良好",
+    "Got it": "知道了",
     "Gotify Application Token": "Gotify 应用令牌",
     "Gotify Documentation": "Gotify 文档",
     "Gotify Server URL": "Gotify 服务器 URL",
+    "Gotify server URL cannot be empty": "Gotify 服务器地址不能为空",
+    "Gotify token cannot be empty": "Gotify 令牌不能为空",
     "gpt-3.5-turbo": "gpt-3.5-turbo",
     "gpt-3.5-turbo-0125": "gpt-3.5-turbo-0125",
     "gpt-4": "gpt-4",
@@ -2755,7 +3078,20 @@
     "Group": "分组",
     "Group {{path}}": "组 {{path}}",
     "Group & Quota": "分组与配额",
+    "Group #{{index}} category name cannot exceed 50 characters": "第{{index}}个分组的分类名称长度不能超过50字符",
+    "Group #{{index}} category name duplicates another group": "第{{index}}个分组的分类名称与其他分组重复",
+    "Group #{{index}} contains disallowed content": "第{{index}}个分组包含不允许的内容",
+    "Group #{{index}} description cannot exceed 200 characters": "第{{index}}个分组的描述长度不能超过200字符",
+    "Group #{{index}} has a URL that cannot be parsed: {{error}}": "第{{index}}个分组的URL无法解析：{{error}}",
+    "Group #{{index}} has an invalid URL format": "第{{index}}个分组的URL格式不正确",
+    "Group #{{index}} is missing the category name field": "第{{index}}个分组缺少分类名称字段",
+    "Group #{{index}} is missing the slug field": "第{{index}}个分组缺少Slug字段",
+    "Group #{{index}} is missing the URL field": "第{{index}}个分组缺少URL字段",
+    "Group #{{index}} slug can only contain letters, numbers, underscores and hyphens": "第{{index}}个分组的Slug只能包含字母、数字、下划线和连字符",
+    "Group #{{index}} slug cannot exceed 100 characters": "第{{index}}个分组的Slug长度不能超过100字符",
+    "Group #{{index}} URL cannot exceed 500 characters": "第{{index}}个分组的URL长度不能超过500字符",
     "Group added. Click \"Save Settings\" to apply.": "组已添加。点击 \"保存设置\" 以应用。",
+    "Group blacklist": "分组黑名单",
     "Group channels by tag for batch operations": "按标签对渠道进行分组以进行批量操作",
     "Group config overrides global limits, shares the same period": "分组配置覆盖全局限制，共享同一周期",
     "Group deleted. Click \"Save Settings\" to apply.": "组已删除。点击 \"保存设置\" 以应用。",
@@ -2765,15 +3101,21 @@
     "Group is required": "组是必需的",
     "Group name": "分组名称",
     "Group Name": "分组名称",
+    "Group name already exists": "组名称已存在",
+    "Group name and type cannot be empty": "组名称和类型不能为空",
     "Group name cannot be changed when editing.": "编辑时无法更改组名称。",
+    "Group pool": "统一分组池",
     "Group prices cannot be expanded because this expression is not a standard tiered pricing expression.": "该表达式不是标准分档计费表达式，无法展开分组价格。",
     "Group Pricing": "分组定价",
-    "How a session is identified and which channel it keeps.": "定义如何识别会话及其使用的渠道。",
     "Group pricing usage guide": "分组定价使用教程",
     "group ratio": "分组倍率",
     "Group Ratio": "分组倍率",
     "Group ratios": "分组比例",
+    "Group settings": "分组设置",
+    "Group Status": "分组状态",
+    "Group tags": "分组标签",
     "Group updated. Click \"Save Settings\" to apply.": "组已更新。点击 \"保存设置\" 以应用。",
+    "Group visibility": "分组可见性",
     "Group-based rate limits": "基于分组的速率限制",
     "Group:": "分组：",
     "Group: {{ratio}}x": "分组：{{ratio}}x",
@@ -2799,6 +3141,7 @@
     "Header Name": "请求头名称",
     "Header navigation": "顶部导航",
     "Header Override": "标头覆盖",
+    "Header override must be valid JSON format": "请求头覆盖必须是合法的 JSON 格式",
     "Header Passthrough (X-Request-Id)": "请求头透传（X-Request-Id）",
     "Header Value (supports string or JSON mapping)": "请求头值（支持字符串或 JSON 映射）",
     "header. Anthropic-formatted endpoints accept the": " 请求头。Anthropic 格式的端点也接受",
@@ -2820,6 +3163,7 @@
     "Hide sensitive data": "隐藏敏感数据",
     "Hide setup guide": "隐藏设置引导",
     "High Performance": "高性能",
+    "High throughput first": "高吞吐优先",
     "High-risk operation confirmation": "高危操作确认",
     "High-risk status code retry confirmation text": "我已了解多重计费与崩溃风险，确认开启",
     "High-risk status code retry input mismatch": "输入内容与要求不一致",
@@ -2833,6 +3177,7 @@
     "Historical capitalization": "历史大小写",
     "Historical tokens": "历史令牌",
     "Historical Usage": "历史使用情况",
+    "History": "历史",
     "History of MjProxy-style image tasks.": "MjProxy 风格图像任务历史。",
     "Hit criteria: If cached tokens exist in usage, it counts as a hit.": "命中判定：usage 中存在 cached tokens 即视为命中。",
     "Hit Rate": "命中率",
@@ -2848,6 +3193,7 @@
     "Hourly token usage by model over the past 24 hours": "过去 24 小时内按模型分布的小时级 Token 使用量",
     "hours": "小时",
     "How a call is priced": "一次调用如何计价",
+    "How a session is identified and which channel it keeps.": "定义如何识别会话及其使用的渠道。",
     "How client credentials are sent to the token endpoint": "客户端凭据如何发送至令牌端点",
     "How frequently the system checks auto-disabled channels for recovery": "系统检查自动禁用渠道是否可恢复的频率",
     "How frequently the system tests all channels": "系统测试所有渠道的频率",
@@ -2863,6 +3209,7 @@
     "How will you use the platform?": "您将如何使用本平台？",
     "HTTP Protocol": "HTTP 协议",
     "HTTP protocol must be Auto or HTTP/1.1": "HTTP 协议必须是自动或 HTTP/1.1",
+    "HTTP status": "HTTP 状态",
     "HTTP/1.1": "HTTP/1.1",
     "HTTP/2 Connection Shards": "HTTP/2 连接分片",
     "HTTP/2 connection shards are unavailable when HTTP/1.1 is selected.": "选择 HTTP/1.1 时不可用 HTTP/2 连接分片。",
@@ -2893,12 +3240,17 @@
     "I have read and agree to the": "我已阅读并同意",
     "I have read and understood the above compliance reminder": "我已阅读并理解上述合规提醒",
     "I have read and understood the above compliance reminder, acknowledge the related legal risks, and confirm that I bear legal responsibility arising from deployment, operation, and charging behavior.": "我已阅读并理解上述合规提醒，确认相关法律风险，并确认承担因部署、运营和收费行为产生的法律责任。",
+    "I understand": "我已知晓",
     "I understand that disabling 2FA removes its authenticator and backup codes.": "我了解，关闭 2FA 将移除身份验证器验证方式及其备用码。",
     "I understand that disabling 2FA will remove all protection and backup codes": "我理解禁用 2FA 将移除所有保护和备份代码",
+    "I understand the charges, enable and save": "我已知晓费用，开启并保存",
     "Icon": "图标",
     "Icon file must be 100 KB or smaller": "图标文件必须小于等于 100 KB",
     "Icon identifier (e.g. github, gitlab)": "图标标识符（例如 github、gitlab）",
     "ID": "ID",
+    "ID is empty": "ID 为空",
+    "ID is empty!": "ID 为空！",
+    "Identifier source": "标识来源",
     "If an upstream error contains any of these keywords (case insensitive), the channel will be disabled automatically.": "如果上游错误包含以下任何关键字（不区分大小写），渠道将自动禁用。",
     "If authorization succeeds, the generated JSON will be inserted into the key field. You still need to save the channel to persist it.": "授权成功后，生成的 JSON 将插入密钥字段。您仍需保存渠道以持久化。",
     "If connecting to upstream One API or New API relay projects, use OpenAI type instead unless you know what you are doing": "如果连接上游 One API 或 New API 中继项目，除非您知道自己在做什么，否则请使用 OpenAI 类型",
@@ -2918,10 +3270,12 @@
     "Image Cache": "图片缓存",
     "Image cache input price": "图片缓存输入价格",
     "Image count": "图片数量",
+    "Image count {{count}}": "生成数量 {{count}}",
     "Image Generation": "图片生成",
     "Image In": "图像输入",
     "Image input": "图片输入",
     "Image input price": "图像输入价格",
+    "Image input unavailable": "图片输入不可用",
     "Image not available": "图片不可用",
     "Image Out": "图像输出",
     "Image output price": "图像输出价格",
@@ -2940,6 +3294,7 @@
     "In Progress": "进行中",
     "In the visual editor these appear as Extra visible and Hidden. In JSON, +: (or no prefix) adds a group and -: removes one.": "在可视化编辑器中显示为「额外可见」和「屏蔽」。在 JSON 中，+:（或无前缀）表示添加分组，-: 表示移除分组。",
     "In:": "入：",
+    "Inactive disk cache cleared": "不活跃的磁盘缓存已清理",
     "incident": "次故障",
     "incidents": "次故障",
     "Incidents": "事件",
@@ -2950,6 +3305,7 @@
     "Include name": "包含名称",
     "Include quota": "包含额度",
     "Include Rule Name": "包含规则名",
+    "Includes changes that require security verification, such as password, two-factor settings, and account deletion.": "包含需要安全验证的变更，例如密码、两步验证设置和删除账户。",
     "Includes request rules": "包含请求规则",
     "Includes tool-call surcharge": "包含工具调用附加费",
     "Including failed requests, 0 = unlimited": "包括失败的请求，0 = 无限制",
@@ -2959,6 +3315,8 @@
     "Incoming path must not include query": "入口路径不能包含 query",
     "Incoming path must start with /": "入口路径必须以 / 开头",
     "Incomplete": "未完成",
+    "Incomplete capability": "能力残缺",
+    "Inconclusive sample": "结果不确定",
     "Increase quota for user “{{name}}”": "增加用户「{{name}}」的额度",
     "Increase user quota": "增加用户额度",
     "Increased user quota by {{quota}}": "增加用户额度 {{quota}}",
@@ -2966,8 +3324,10 @@
     "Index request failed with HTTP {{status}}": "索引请求失败，HTTP {{status}}",
     "Index URL": "索引 URL",
     "Information unavailable": "暂时无法读取",
+    "Inherit global Auto": "继承全局 Auto",
     "Inherit global Auto order": "继承全局 Auto 顺序",
     "Inherit global default": "继承全局默认",
+    "Inherit user group": "跟随用户分组",
     "Inherit vendor icon": "继承供应商图标",
     "Inherited": "继承",
     "Inherited from {{vendor}}": "继承自 {{vendor}}",
@@ -2979,18 +3339,24 @@
     "Initializing…": "正在初始化…",
     "Inpaint": "局部重绘",
     "Input": "输入",
+    "Input / Output / Cache": "输入 / 输出 / 缓存读取",
     "Input mode": "输入模式",
+    "Input pre-consume multiplier": "输入预扣倍率",
     "Input price": "输入价格",
     "Input price is required before saving dependent prices.": "保存依赖价格前必须先填写输入价格。",
+    "Input Price: High to Low": "输入价格：从高到低",
+    "Input Price: Low to High": "输入价格：从低到高",
     "Input token rate": "输入 Token 速率",
     "Input tokens": "输入 token",
     "Input Tokens": "输入 Token",
+    "Insert a new priority tier": "插入新优先级",
     "Inset": "内嵌",
     "Inspect requests, errors, and billing details": "查看请求、错误和计费详情",
     "Inspect user prompts": "检查用户提示",
     "Install": "安装",
     "Install {{name}}": "安装 {{name}}",
     "Install and enable": "安装并启用",
+    "Install, configure, test, and remove task plugins.": "安装、配置、测试和移除任务插件。",
     "Installed": "已安装",
     "Installed {{name}} v{{version}}": "已安装 {{name}} v{{version}}",
     "Installed v{{from}} → marketplace v{{to}}": "已安装 v{{from}} → 市场 v{{to}}",
@@ -3014,13 +3380,30 @@
     "Interval must be at least 1 minute": "间隔必须至少为 1 分钟",
     "Invalid (NaN)": "无效 (NaN)",
     "Invalid adjustment parameters": "额度调整参数无效",
+    "Invalid announcements format: {{error}}": "系统公告格式错误：{{error}}",
+    "Invalid API info format: {{error}}": "API信息格式错误：{{error}}",
+    "Invalid authorization code": "无效的授权码",
+    "Invalid Bark push URL": "无效的 Bark 推送 URL",
+    "Invalid billing expression for model {{model}}: {{error}}": "模型 {{model}} 的计费表达式无效：{{error}}",
     "Invalid channel header override": "渠道请求头覆盖配置无效",
+    "Invalid channel ID": "渠道ID格式错误",
+    "Invalid channel priority move": "无效的渠道优先级调整",
     "Invalid channel proxy": "渠道代理配置无效",
+    "Invalid channel settings format: {{error}}": "渠道额外设置格式错误：{{error}}",
     "Invalid chat link. Please contact the administrator.": "无效的聊天链接。请联系管理员。",
     "Invalid chat link. Please contact your administrator.": "无效的聊天链接。请联系您的管理员。",
     "Invalid code": "无效代码",
+    "Invalid Discovery URL. Only http and https are supported": "Discovery URL 无效，仅支持 http/https",
+    "Invalid email address": "无效的邮箱地址",
     "Invalid expression syntax": "表达式语法无效",
+    "Invalid FAQ format: {{error}}": "FAQ信息格式错误：{{error}}",
+    "Invalid Gotify server URL": "无效的 Gotify 服务器地址",
+    "Invalid group blacklist": "分组黑名单无效",
+    "Invalid group pool or model rule": "分组池或模型规则无效，请检查空值、重复项、引用和数量上限",
+    "Invalid ID": "无效的 ID",
     "Invalid inference server address": "推理服务地址无效",
+    "Invalid input": "输入不合法",
+    "Invalid input {{error}}": "输入不合法 {{error}}",
     "Invalid items format": "条目格式无效",
     "Invalid JSON": "JSON 无效",
     "Invalid JSON format": "无效的 JSON 格式",
@@ -3028,11 +3411,19 @@
     "Invalid JSON in parameter override template": "参数覆盖模板中的 JSON 格式无效",
     "Invalid JSON string.": "无效的 JSON 字符串。",
     "Invalid model mapping format": "无效的模型映射格式",
+    "Invalid parameters": "无效的参数",
     "Invalid Passkey domain. Enter a domain without a scheme, port, path or wildcard.": "通行密钥域名无效。请填写域名，不包含协议、端口、路径或通配符。",
+    "Invalid Passkey login state": "Passkey 登录状态异常",
     "Invalid Passkey registration response": "无效的 Passkey 注册响应",
     "Invalid Passkey response": "无效的 Passkey 响应",
+    "Invalid Passkey verification request": "无效的 Passkey 验证请求",
     "Invalid payment redirect URL": "无效的支付跳转链接",
     "Invalid pricing value": "定价值无效",
+    "Invalid provider ID": "无效的提供商 ID",
+    "Invalid request": "无效的请求",
+    "Invalid request body.": "无效的请求体。",
+    "Invalid request parameter format": "请求参数格式错误",
+    "Invalid request parameters: {{error}}": "无效的请求参数: {{error}}",
     "Invalid reset link, please request a new password reset": "无效的重置链接，请请求新的密码重置",
     "Invalid reset link, please request a new password reset.": "无效的重置链接，请请求新的密码重置。",
     "Invalid response": "响应无效",
@@ -3040,12 +3431,21 @@
     "Invalid status code mapping entries: {{entries}}": "无效的状态码映射条目：{{entries}}",
     "Invalid status code rules": "状态码规则无效",
     "Invalid status code rules: {{tokens}}": "无效的状态码规则：{{tokens}}",
+    "Invalid subscription ID": "无效的订阅ID",
+    "Invalid top-up amount": "充值数量无效",
+    "Invalid top-up quota": "无效的充值额度",
+    "Invalid Uptime Kuma group settings format: {{error}}": "Uptime Kuma分组配置格式错误：{{error}}",
+    "Invalid user ID": "无效的用户 ID",
     "Invalid vLLM server address": "vLLM 服务地址无效",
+    "Invalid warning type": "无效的预警类型",
+    "Invalid Webhook URL": "无效的 Webhook 地址",
     "Invalidate": "作废",
     "Invalidated": "已作废",
     "Invert match": "反向匹配",
     "Invitation Code": "邀请码",
+    "Invitation code bonus {{quota}}": "使用邀请码赠送 {{quota}}",
     "Invitation Quota": "邀请额度",
+    "Invitation quota is insufficient!": "邀请额度不足！",
     "Invite Info": "邀请信息",
     "Invited": "已邀请",
     "Invited {{count}} users": "邀请 {{count}} 人",
@@ -3053,9 +3453,11 @@
     "Invited Users": "受邀用户",
     "Invitee Reward": "受邀者奖励",
     "Inviter": "邀请人",
+    "Inviter ID: {{id}}": "邀请人 ID：{{id}}",
     "Inviter Reward": "邀请者奖励",
     "Invites": "邀请",
     "Invoke developer-defined functions with structured arguments": "使用结构化参数调用开发者定义的函数",
+    "InvokeModel (legacy)": "InvokeModel（旧接口）",
     "io.net API Key": "io.net API 密钥",
     "io.net Deployments": "io.net 部署",
     "IP": "IP",
@@ -3065,7 +3467,6 @@
     "IP Whitelist (supports CIDR)": "IP 白名单（支持 CIDR 表达式）",
     "IP: {{ip}} · Method: {{method}}": "IP：{{ip}} · 登录方式：{{method}}",
     "is less than the configured maximum cache size": "小于配置的最大缓存大小",
-    "Later requests follow the new channel.": "后续请求改用新渠道。",
     "is the default price; ": "为默认价格；",
     "It seems like the page you're looking for": "您要查找的页面似乎",
     "Items": "条目",
@@ -3073,6 +3474,7 @@
     "JavaScript file": "JavaScript 文件",
     "Jimeng": "Jimeng",
     "Jina": "Jina",
+    "Join the same priority tier": "加入同一优先级",
     "JSON": "JSON",
     "JSON array of group identifiers. When enabled below, new tokens rotate through this list.": "分组标识符的 JSON 数组。在下方启用时，新令牌将在此列表中轮换。",
     "JSON Editor": "JSON 编辑",
@@ -3104,14 +3506,20 @@
     "Keep original value": "保留原值",
     "Keep original value (skip if target exists)": "保留原值（目标已有值时不覆盖）",
     "Keep the domains used by existing Passkeys, one per line. If the primary domain changed from www.example.com to example.com, enter www.example.com here.": "每行填写一个已有通行密钥使用的域名。例如，主域名从 www.example.com 改成 example.com 后，应在这里保留 www.example.com。",
+    "Keep the names users call; change what is sent upstream.": "用户调用的名称不变，只修改发给上游的名称。",
     "Keep the platform ready": "保持平台就绪",
     "Keep the session binding when the channel is unavailable": "渠道不可用时保留会话绑定",
     "Keep this above 1 minute to avoid heavy database load": "保持此值大于 1 分钟以避免数据库负载过重",
     "Keep this vendor": "保留此供应商",
+    "Keep upstream names; choose what users call.": "上游名称不变，设置用户调用的名称。",
     "Keep-alive Ping": "保持连接心跳",
     "Keeps compatible responses more repeatable": "让兼容模型的回复更可复现",
     "Key": "密钥",
+    "Key deleted": "密钥已删除",
+    "Key disabled": "密钥已禁用",
+    "Key enabled": "密钥已启用",
     "Key Fingerprint": "Key 指纹",
+    "Key index out of range": "密钥索引超出范围",
     "Key Sources": "Key 来源",
     "Key Summary": "Key 摘要",
     "Key Update Mode": "密钥更新模式",
@@ -3126,8 +3534,11 @@
     "Language preference saved": "语言偏好已保存",
     "Language Preferences": "语言偏好",
     "Language preferences sync across your signed-in devices and affect API error messages.": "语言偏好会同步到您登录的所有设备，并影响 API 错误消息语言。",
+    "Last 18 checks": "近 18 次记录",
+    "Last 24 hours, all users. Actual charges divided by total input and output tokens. Historical average, not a price quote.": "最近24小时全站用户：实际扣费合计 ÷ 输入与输出 token 合计 × 100万。历史均价仅供参考，不代表当前报价。",
     "Last 24h usage": "近 24 小时消耗",
     "Last 30 days uptime": "近 30 天可用率",
+    "Last 6 hours": "最近 6 小时",
     "Last active {{time}} · Expires {{expires}}": "最后活跃于 {{time}} · 到期时间 {{expires}}",
     "Last check time": "上次检测时间",
     "Last detected addable models": "上次检测到可加入模型",
@@ -3137,14 +3548,16 @@
     "Last Tested": "上次测试",
     "Last updated": "最后更新",
     "Last updated:": "上次更新时间：",
-    "Last used": "最后使用",
     "Last Used": "最后使用",
-    "Last used IP": "最后使用 IP",
+    "Last used {{time}}": "最后使用于 {{time}}",
     "Last used:": "上次使用时间：",
     "Latency": "延迟",
     "Latency check": "延迟检测",
     "Latency short": "延迟",
     "Latency trend (last 24h)": "延迟趋势（最近 24 小时）",
+    "Later": "稍后",
+    "Later requests follow the new channel.": "后续请求改用新渠道。",
+    "Latest 30 valid calls per model; first-token time uses streaming calls. Model tests fill missing samples. Throughput is output tokens divided by total request time.": "各模型最近 30 次有效调用均值；首字取流式调用，无样本时使用模型测试。吞吐量 = 输出 tokens / 请求总耗时。",
     "Latest platform updates and notices": "最新平台更新和通知",
     "Latest version": "最新版本",
     "Lavender Dream": "薰衣草梦",
@@ -3169,15 +3582,19 @@
     "Leave empty to use account email": "留空以使用账户邮箱",
     "Leave empty to use default": "留空使用默认",
     "Leave empty to use system temp directory": "留空使用系统临时目录",
+    "Leave empty to use the site default ({{amount}})": "留空则使用系统默认值（{{amount}}）",
     "Leave empty to use username": "留空以使用用户名",
     "Leave the final split empty as the fallback for models not matched above.": "将最后一个分流留空作为兜底，用于匹配前面未命中的模型。",
     "Leave this empty only for the final fallback split; it catches client models not matched above.": "只有最后一个兜底分流可以留空；它会匹配前面未命中的客户端模型。",
     "Left to Right": "从左到右",
+    "Legacy access tokens have been retired. Create a new access token in security settings": "旧版访问令牌已停用，请在安全设置中创建新的访问令牌",
+    "Legacy Astra model guard (deprecated)": "旧版 Astra 渠道校验（已停用）",
     "Legacy Format (JSON Object)": "旧格式（JSON 对象）",
     "Legacy format must be a JSON object": "旧格式必须是 JSON 对象",
     "Legacy Format Template": "旧格式模板",
     "Legacy full-URL integration; use Advanced Custom for new channels": "旧版完整请求地址接入方式，新渠道建议使用高级自定义",
     "Legacy pricing is deprecated. Convert the current prices to an expression draft, then save to apply it.": "旧定价模式已弃用。可将当前价格转换为计费表达式草稿，保存后生效。",
+    "Legacy token": "旧版令牌",
     "Legal": "法律",
     "Less": "更少",
     "Less than": "小于",
@@ -3199,6 +3616,7 @@
     "Linked account": "已绑定账号",
     "Linked models": "关联模型",
     "Linked records are counted once. Matching rules show their covered models separately.": "关联数量按资料记录统计，匹配规则覆盖的模型数量单独展示。",
+    "Linux DO trust level does not meet the minimum required by administrator": "Linux DO 信任等级未达到管理员设置的最低信任等级",
     "LinuxDO": "LinuxDO",
     "LinuxDO Client ID": "LinuxDO 客户端 ID",
     "LinuxDO Client Secret": "LinuxDO 客户端密钥",
@@ -3208,6 +3626,11 @@
     "List view": "列表视图",
     "Listing also depends on metadata visibility and the user’s group access.": "是否展示还取决于元数据展示策略和用户可用分组。",
     "Listing hidden": "已隐藏",
+    "Live group status and ModelTrace fingerprints.": "实时分组状态与 ModelTrace 模型指纹。",
+    "Live group status, model fingerprints and recent pelican works.": "查看分组状态、模型指纹与最近的鹈鹕测试作品。",
+    "Live group status, model fingerprints and recent vision works.": "查看分组状态、模型指纹与最近的图片识别测试作品。",
+    "Live group status, ModelTrace fingerprints and auxiliary Meow benchmarks.": "分组运行状态、ModelTrace 模型指纹与 Meow 辅助基准。",
+    "Live group status, ModelTrace fingerprints and candy tests.": "分组实时状态、ModelTrace 指纹与糖果测试。",
     "Live refresh pauses when no task is running": "无任务运行时暂停自动刷新",
     "LLM Leaderboard": "LLM 排行榜",
     "LLM prompt helper": "LLM 辅助设计提示词",
@@ -3216,6 +3639,7 @@
     "Load template...": "加载模板...",
     "Loader": "加载器",
     "Loading": "加载中",
+    "Loading API key settings. The empty fields below are not the saved configuration.": "正在加载令牌设置，下方空白字段并非已保存的配置。",
     "Loading channel details": "正在加载渠道详情",
     "Loading configuration": "正在加载配置",
     "Loading content settings...": "正在加载内容设置...",
@@ -3231,6 +3655,7 @@
     "Loading...": "加载中...",
     "Local": "本地",
     "Local Billing": "本地计费",
+    "Local check": "本地检查",
     "Local Estimate (billing-usage-anthropic)": "本地估算（billing-usage-anthropic）",
     "Local Estimate (billing-usage-gemini)": "本地估算（billing-usage-gemini）",
     "Local Estimate (billing-usage-openai)": "本地估算（billing-usage-openai）",
@@ -3243,10 +3668,13 @@
     "Log cleanup task started.": "日志清理任务已启动。",
     "Log Details": "日志详情",
     "Log Directory": "日志目录",
+    "Log export is disabled": "日志导出已关闭",
     "Log File Count": "日志文件数",
     "Log files older than {{value}} days will be deleted.": "将删除 {{value}} 天前的日志文件。",
     "Log IP address for usage and error logs": "记录用于使用和错误日志的 IP 地址",
     "Log Maintenance": "日志维护",
+    "Log recording": "日志记录",
+    "Log search and export": "日志查询与导出",
     "Log Type": "日志类型",
     "Logged in successfully via {{method}}": "登录成功（通过 {{method}}）",
     "Logic": "逻辑",
@@ -3262,26 +3690,31 @@
     "Logo": "徽标",
     "Logo URL": "徽标 URL",
     "Logs": "日志",
-    "Make sure you understand these effects before enabling.": "请确认了解以上影响后再开启。",
-    "Maximum retries": "最多重试次数",
     "Long passwords are unavailable until the password storage upgrade is complete.": "密码存储升级完成前暂不支持长密码。",
+    "Longest log time range (days)": "日志最长时间范围（天）",
     "Look for a special ratio rule matching this user group and this billing group. If one exists, use its ratio. Otherwise use the billing group base ratio from the pricing table.": "查找匹配「该用户分组 + 该计费分组」的特殊倍率规则。有就用规则里的倍率，没有就用定价分组表中计费分组的基础倍率。",
     "Low balance": "余额偏低",
+    "Low balance reminder": "余额不足提醒",
+    "Low cost first": "低价优先",
+    "Lower priority numbers run first. Equal priorities use round-robin. Removing a pool group also removes its rule references.": "优先级数字越小越先尝试，相同优先级轮询。删除池内分组会同时删除规则中的引用。",
     "Lowest median first-token latency": "最低首 token 延迟中位数",
     "m": "分钟",
     "Maintenance": "维护",
     "Make extra groups visible to, or hide default groups from, users of a specific group.": "让特定分组的用户额外看到某些分组，或对其屏蔽默认可选的分组。",
     "Make it easier for teammates to pick the right group.": "让队友更容易选择正确的分组。",
+    "Make sure you understand these effects before enabling.": "请确认了解以上影响后再开启。",
     "Manage": "管理",
     "Manage account bindings for this user": "管理此用户的账户绑定",
     "Manage Bindings": "管理绑定",
     "Manage catalog visibility and pricing.": "管理目录可见性和定价。",
     "Manage custom OAuth providers for user authentication": "管理用于用户认证的自定义 OAuth 提供商",
+    "Manage display": "管理展示",
     "Manage Keys": "管理密钥",
     "Manage local models for:": "管理本地模型：",
     "Manage metadata, pricing, and channel connections. Each section saves separately.": "管理资料、定价及渠道关联，各分区分别保存。",
     "Manage multi-key status and configuration for this channel": "管理此渠道的多密钥状态和配置",
     "Manage Ollama Models": "管理 Ollama 模型",
+    "Manage pricing, visibility and automatic routing for your groups.": "管理分组定价、可见范围和自动路由顺序。",
     "Manage server log files. Log files accumulate over time; regular cleanup is recommended to free disk space.": "管理服务器运行日志文件。日志文件会随运行时间不断累积，建议定期清理以释放磁盘空间。",
     "Manage sources": "管理源",
     "Manage subscription plans and pricing.": "管理订阅计划和定价。",
@@ -3290,7 +3723,10 @@
     "Manage Vendors": "管理供应商",
     "Manage your LinuxDO OAuth app": "管理你的 LinuxDO OAuth 应用",
     "Manage your security settings and account access": "管理您的安全设置和账户访问",
+    "Mantle (Messages API)": "Mantle（Messages API）",
+    "Manual detection uses your wallet balance.": "主动检测将消耗你的钱包额度。",
     "Manual Disabled": "手动禁用",
+    "Manual labels only; they do not change pricing, permissions or routing. Save new groups before editing their tags.": "标签由管理员手动标注，不改变价格、权限或路由。新增分组需先保存，再设置标签。",
     "Map fields from the user info response to local user attributes. Supports nested paths (e.g. ocs.data.id).": "将用户信息响应中的字段映射到本地用户属性。支持嵌套路径（例如 ocs.data.id）。",
     "Map model identifiers to Gemini API versions. A `default` entry applies when no specific match is found.": "将模型标识符映射到 Gemini API 版本。当未找到特定匹配项时，将应用 `default` 条目。",
     "Map request model names to actual provider model names (JSON format)": "将请求模型名称映射到实际提供商模型名称 (JSON 格式)",
@@ -3333,6 +3769,7 @@
     "Max Successful Requests": "最大成功请求数",
     "Max Tokens": "最大 Tokens",
     "Maximum {{max}} groups selected": "已达到 {{max}} 个分组上限",
+    "Maximum 100 redemption codes can be generated at once": "一次兑换码批量生成的个数不能大于 100",
     "Maximum 1000 characters. Supports Markdown and HTML.": "最多 1000 个字符。支持 Markdown 和 HTML。",
     "Maximum 200 characters": "最多 200 个字符",
     "Maximum 500 characters. Supports Markdown and HTML.": "最多 500 个字符。支持 Markdown 和 HTML。",
@@ -3343,7 +3780,9 @@
     "Maximum number of channels tested at the same time (1-32)": "同时测试的最大渠道数（1-32）",
     "Maximum number of tokens each user can create. Default 1000. Setting too large may affect performance.": "每个用户可创建的最大令牌数量。默认 1000。设置过大可能会影响性能。",
     "Maximum number of tokens in the response": "响应中最大 token 数",
+    "Maximum number of tokens reached ({{max}})": "已达到最大令牌数量限制 ({{max}})",
     "Maximum quota amount awarded for check-in": "签到奖励的最大额度",
+    "Maximum retries": "最多重试次数",
     "Maximum tokens including hidden reasoning tokens": "最大 token 数（含隐藏的推理 token）",
     "Maximum tokens per response": "单次响应最大 token 数",
     "Maximum tokens per user": "每个用户的最大令牌数",
@@ -3361,6 +3800,10 @@
     "Memory": "内存",
     "Memory Hits": "内存命中",
     "Memory Threshold (%)": "内存阈值 (%)",
+    "Meow benchmark · auxiliary": "Meow 模型基准 · 辅助",
+    "Meow quick test · 32 probes per channel.": "meow 快速检测 · 每个渠道 32 次请求。",
+    "Meow results are auxiliary and do not affect the fingerprint downgrade rate.": "Meow 结果仅作辅助，不计入模型指纹降级率。",
+    "Meow strong evidence for Astra counts as matched; strong evidence for another model counts as downgraded. Inconclusive rounds are excluded. Pelican quality is assessed separately.": "meow 强指向 Astra 即为指纹通过；强指向其他模型才计入降级。证据不足的轮次不计入。鹈鹕能力表现独立评估。",
     "Merchant ID": "商户 ID",
     "Merchant ID is required": "商户 ID 为必填项",
     "Merge into Other": "合并为其他",
@@ -3379,6 +3822,7 @@
     "Min Top-up": "最低充值",
     "Min Top-up:": "最低充值：",
     "MiniMax": "MiniMax",
+    "Minimum {{amount}}": "最低 {{amount}}",
     "Minimum check-in quota": "签到最小额度",
     "Minimum LinuxDO trust level required": "所需的最低 LinuxDO 信任级别",
     "Minimum quota amount awarded for check-in": "签到奖励的最小额度",
@@ -3389,6 +3833,7 @@
     "Minimum top-up amount must be at least 1": "最低充值金额至少为 1",
     "Minimum top-up quantity": "最低充值数量",
     "Minimum topup amount: {{amount}}": "最低充值金额：{{amount}}",
+    "Minimum transfer quota is {{min}}!": "转移额度最小为{{min}}！",
     "Minimum Trust Level": "最低信任级别",
     "Minimum:": "最低：",
     "Minor blips in the last 30 days": "近 30 天内有轻微抖动",
@@ -3396,9 +3841,13 @@
     "Minute": "分钟",
     "minutes": "分钟",
     "Missing code": "缺少代码",
+    "Missing group ID": "缺少组 ID",
     "Missing metadata": "缺元数据",
+    "Missing model ID": "缺少模型 ID",
     "Missing Models": "缺失的模型",
+    "Missing parameter rule_name, or use all=true to clear everything": "缺少参数：rule_name，或使用 all=true 清空全部",
     "Missing user data from Passkey login response": "Passkey 登录响应中缺少用户数据",
+    "Missing vendor ID": "缺少供应商 ID",
     "Mistral": "Mistral",
     "MjProxy": "MjProxy",
     "MjProxyPlus": "MjProxyPlus",
@@ -3422,10 +3871,14 @@
     "Model deployment service is disabled": "模型部署服务未启用",
     "Model Description": "模型描述",
     "Model details": "模型详情",
+    "Model detection is always active. When off, mismatched results are delivered and logged. When on, mismatched results are rejected and a safe channel switch is attempted.": "始终检测返回模型。关闭时放行模型不符的结果并记录日志；开启时拦截模型不符的结果，并尝试安全切换渠道。",
     "Model disabled successfully": "模型禁用成功",
     "Model discovery uses the first key; other keys are not tested.": "使用第一条密钥获取模型，其他密钥未测试。",
     "Model discovery uses the saved channel connection settings.": "获取模型时使用渠道已保存的连接配置。",
     "Model enabled successfully": "模型启用成功",
+    "Model fingerprint": "模型指纹",
+    "Model fixed price {{model_price}}, group ratio {{group_ratio}}, action {{action}}": "模型固定价格 {{model_price}}，分组倍率 {{group_ratio}}，操作 {{action}}",
+    "Model fixed price {{model_price}}, group ratio {{group_ratio}}, action {{action}}, ID {{id}}": "模型固定价格 {{model_price}}，分组倍率 {{group_ratio}}，操作 {{action}}，ID {{id}}",
     "Model fixed pricing": "模型固定定价",
     "Model Group": "模型分组",
     "Model hidden from model square": "已从模型广场隐藏",
@@ -3445,14 +3898,20 @@
     "Model mappings are being edited in the floating panel.": "模型映射正在悬浮面板中编辑。",
     "Model metadata": "模型资料",
     "Model metadata saved": "模型资料已保存",
+    "Model mismatch allowed": "模型不符，已放行",
     "Model name": "模型名称",
     "Model Name": "模型名称",
     "Model Name *": "模型名称 *",
+    "Model name already exists": "模型名称已存在",
+    "Model name cannot be empty": "模型名称不能为空",
     "Model name is required": "模型名称为必填项",
+    "Model name is too long: {{model}}": "模型名称过长：{{model}}",
     "Model names copied to clipboard": "模型名称已复制到剪贴板",
     "Model not found": "模型未找到",
     "Model performance metrics": "模型性能指标",
+    "Model preferences": "模型优先规则",
     "Model Price": "模型价格",
+    "Model price {{model_price}}, group ratio {{group_ratio}}": "模型价格 {{model_price}}，分组倍率 {{group_ratio}}",
     "Model price is not configured. Please complete model pricing in settings.": "模型价格未配置，请前往设置补充模型价格。",
     "Model Price Not Configured": "模型价格未配置",
     "Model prices": "模型价格",
@@ -3462,13 +3921,16 @@
     "Model pricing saved": "模型定价已保存",
     "Model pull failed: {{msg}}": "模型拉取失败：{{msg}}",
     "Model ratio": "模型倍率",
+    "Model ratio {{model_ratio}}, completion ratio {{completion_ratio}}, audio ratio {{audio_ratio}}, audio completion ratio {{audio_completion_ratio}}, group ratio {{group_ratio}}": "模型倍率 {{model_ratio}}，补全倍率 {{completion_ratio}}，音频倍率 {{audio_ratio}}，音频补全倍率 {{audio_completion_ratio}}，分组倍率 {{group_ratio}}",
     "Model ratios": "模型比例",
+    "Model ratios reset": "重置模型倍率成功",
     "Model ratios reset successfully": "模型比例重置成功",
     "Model redirect is unavailable": "模型重定向不可用",
     "Model redirects": "模型重定向",
     "Model Regex": "模型正则",
     "Model Regex (one per line)": "模型正则（每行一个）",
     "Model regex cannot be empty": "模型正则不能为空",
+    "Model rules": "模型规则",
     "Model scope": "模型范围",
     "Model selected": "已选择模型",
     "Model shown in model square": "已在模型广场显示",
@@ -3476,8 +3938,21 @@
     "Model Square": "模型广场",
     "Model square visibility": "广场展示",
     "Model Tags": "模型标签",
+    "Model test": "模型测试",
     "Model to use for testing": "用于测试的模型",
     "Model to use when testing channel connectivity": "测试渠道连接时使用的模型",
+    "Model verification": "返回模型校验",
+    "Model verification: accepted": "模型校验通过",
+    "Model verification: confirmation_buffer_limit": "模型确认数据超限",
+    "Model verification: confirmation_timeout": "模型确认超时",
+    "Model verification: mismatch_allowed": "模型不符，已放行",
+    "Model verification: mismatch_rejected": "模型不符，已拦截",
+    "Model verification: missing_model": "上游未提供模型",
+    "Model verification: model_mismatch": "响应模型不符",
+    "Model verification: pending": "等待模型确认",
+    "Model verification: switched_success": "切换后成功",
+    "Model verification: transport_error": "网络或上游传输失败",
+    "Model verification: unchecked": "模型校验未开启",
     "Model Version": "模型版本",
     "Model Version *": "模型版本 *",
     "Model-scoped only": "仅模型分流",
@@ -3508,13 +3983,16 @@
     "Models updated successfully": "模型更新成功",
     "Models used on this site": "本站使用的模型",
     "models.dev pricing preset": "models.dev 定价预设",
+    "ModelTrace · 3 independent probes per channel.": "ModelTrace · 每个渠道进行 3 次独立探测。",
+    "ModelTrace fingerprint": "ModelTrace 模型指纹",
+    "ModelTrace is the primary signal. Three valid probes, at least 80% candidate probability and a 0.5 score gap are required for classification. Other rounds are inconclusive. Probabilities are relative to the candidate bank.": "以 ModelTrace 指纹为主：3 次探测有效、候选概率至少 80% 且分差达到 0.5 才计入判定，其余为不确定。概率仅代表候选库内的相对归属。",
     "Modify existing subscription plan configuration": "修改现有订阅套餐的配置",
     "Module availability": "模块可用性",
     "MokaAI": "MokaAI",
     "Monitor": "监控",
     "Monitor balance, usage, and request volume": "监控余额、用量和请求量",
     "Monitored relay requests": "已监控的中继请求",
-    "Monitoring & Alerts": "监控与警报",
+    "Monitoring status": "监控状态",
     "Month": "本月",
     "Month number": "月份",
     "Monthly": "每月",
@@ -3536,6 +4014,7 @@
     "Move {{group}} up": "将 {{group}} 上移",
     "Move a request header": "移动请求头",
     "Move affiliate rewards to your main balance": "将推广奖励转移到您的主余额",
+    "Move channels into a priority tier or between tiers. Priority values update automatically.": "将渠道拖入同级或插入新的优先级，数值会自动计算。",
     "Move fallback to end": "兜底移到最后",
     "Move Field": "移动字段",
     "Move Header": "移动请求头",
@@ -3545,6 +4024,7 @@
     "Move source field to target field": "把来源字段移动到目标字段",
     "ms": "毫秒",
     "Multi-key channel: Keys will be": "多密钥渠道：密钥将",
+    "Multi-key channels do not support balance queries": "多密钥渠道不支持余额查询",
     "Multi-Key Management": "多密钥管理",
     "Multi-key management {{action}} on channel (ID: {{id}})": "对渠道（ID: {{id}}）执行多密钥管理操作 {{action}}",
     "Multi-Key Mode (multiple keys, one channel)": "多密钥模式（多个密钥，一个渠道）",
@@ -3568,6 +4048,8 @@
     "Multipliers for recharge pricing based on user groups.": "基于用户分组的充值定价倍率。",
     "Must be a valid URL": "必须是有效的 URL",
     "Must be at least 8 characters": "必须至少 8 个字符",
+    "Must be greater than 0": "必须大于 0",
+    "Must be greater than or equal to 0": "必须大于或等于 0",
     "My Subscriptions": "我的订阅",
     "my-status": "我的状态",
     "MySQL detected": "检测到 MySQL",
@@ -3580,6 +4062,7 @@
     "Name is available": "名称可用",
     "Name is not available": "名称不可用",
     "Name Matching Rule": "名称匹配规则",
+    "Name must be 64 characters or fewer": "名称不能超过 64 个字符",
     "Name must be between {{min}} and {{max}} characters": "名称必须介于 {{min}} 到 {{max}} 个字符之间",
     "Name Rule": "名称规则",
     "Name Suffix": "名称后缀",
@@ -3603,6 +4086,7 @@
     "Network proxy for this channel (supports HTTP, HTTPS, SOCKS5, and SOCKS5H)": "此渠道的网络代理（支持 HTTP、HTTPS、SOCKS5 和 SOCKS5H）",
     "Never": "永不",
     "Never expires": "永不过期",
+    "Never used": "从未使用",
     "Never used an API Gateway?": "从未使用过 API 网关/中转 API？",
     "NEW": "新",
     "New API": "New API",
@@ -3616,6 +4100,7 @@
     "New metadata": "新增资料",
     "New model": "新模型",
     "New Models ({{count}})": "新模型 ({{count}})",
+    "New models: all metadata shown below will be imported automatically. No selection is needed.": "新模型：将自动导入下方展示的全部资料，无需勾选。",
     "New name will be:": "新名称将是：",
     "New Passkeys use the primary domain. Compatible domains keep existing Passkeys working.": "新通行密钥使用主域名，已有通行密钥可通过兼容域名继续使用。",
     "New Passkeys use this domain. Enter a domain without https://, a port or a path. An empty field uses the system website address.": "新通行密钥使用此域名。只填写域名，不包含 https://、端口或路径；留空时使用系统网站地址。",
@@ -3623,8 +4108,12 @@
     "New password": "新密码",
     "New Password": "新密码",
     "New password must be different from current password": "新密码必须与当前密码不同",
+    "New priority: {{priority}}": "新优先级：{{priority}}",
+    "New priority: {{priority}} · {{count}} channels affected": "新优先级：{{priority}} · 影响 {{count}} 个渠道",
     "New records include the fields below. Existing fields are kept unless explicitly selected.": "新增记录将包含下列字段；已有记录仅覆盖明确勾选的字段。",
     "New User Quota": "新用户配额",
+    "New user registration has been disabled by administrator": "管理员关闭了新用户注册",
+    "New user sign-up bonus {{quota}}": "新用户注册赠送 {{quota}}",
     "New value": "新值",
     "New vendors": "新增供应商",
     "New version available: {{version}}": "有新版本可用：{{version}}",
@@ -3636,6 +4125,7 @@
     "Next reset": "下一次重置",
     "No": "否",
     "No About Content Set": "未设置关于内容",
+    "No access tokens": "暂无访问令牌",
     "No Active": "无生效",
     "No active login sessions": "没有活跃的登录会话",
     "No active system tasks.": "暂无进行中的系统任务。",
@@ -3652,11 +4142,16 @@
     "No app usage data available for this model.": "该模型暂无应用使用数据。",
     "No apps match the selected filters": "没有匹配筛选条件的应用",
     "No Auth": "无认证",
+    "No auto groups configured": "尚未配置自动分组",
+    "No auto-disabled keys to delete": "没有需要删除的自动禁用密钥",
+    "No available channel": "没有可用渠道",
     "No available channels": "无可用渠道",
+    "No available groups": "没有可用分组",
     "No available groups in the global Auto order.": "全局 Auto 顺序中当前没有可用分组。",
     "No available models": "没有可用模型",
     "No available Web chat links": "没有可用的 Web 聊天链接",
     "No backup": "无备份",
+    "No backup group": "不使用备用分组",
     "No base input price": "未设置基础输入价格",
     "No billing parameters declared": "未声明计费参数",
     "No billing records found": "未找到账单记录",
@@ -3693,6 +4188,7 @@
     "No description available.": "暂无描述。",
     "No discount tiers configured. Click \"Add discount tier\" to get started.": "未配置折扣等级。点击“添加折扣等级”即可开始使用。",
     "No duplicate keys found": "未发现重复密钥",
+    "No enabled Astra channels": "暂无启用的 Astra 渠道",
     "No enabled channel key": "没有可用的渠道密钥",
     "No enabled groups": "无启用分组",
     "No enabled tokens available": "当前没有可用的启用令牌",
@@ -3706,6 +4202,7 @@
     "No flow data available": "暂无分流数据",
     "No group": "未设置",
     "No group found.": "未找到分组。",
+    "No group monitors": "暂无分组监控",
     "No group-based rate limits configured. Click \"Add group\" to get started.": "未配置基于组的速率限制。点击“添加组”开始使用。",
     "No groups match your search": "没有组匹配您的搜索",
     "No groups yet. Add a group to get started.": "暂无分组，添加一个分组开始配置。",
@@ -3719,7 +4216,11 @@
     "No integrity verification": "无完整性校验",
     "No Inviter": "无邀请人",
     "No IP restriction": "未限制",
+    "No key index specified to delete": "未指定要删除的密钥索引",
+    "No key index specified to disable": "未指定要禁用的密钥索引",
+    "No key index specified to enable": "未指定要启用的密钥索引",
     "No keys found": "未找到密钥",
+    "No keys to disable": "没有可禁用的密钥",
     "No latency data available": "暂无延迟数据",
     "No linked models": "暂无关联模型",
     "No linked OAuth provider is available.": "没有可用的已绑定 OAuth 提供方。",
@@ -3768,14 +4269,19 @@
     "No nodes": "无节点",
     "No notable climbers right now": "当前没有显著上升的模型",
     "No notable drops right now": "当前没有显著下降的模型",
+    "No notifications are available to you right now": "目前没有可接收的通知",
     "No parameter overrides configured.": "未配置参数覆盖。",
     "No Passkey is registered.": "尚未注册 Passkey。",
     "No payment methods available. Please contact administrator.": "没有可用的支付方式。请联系管理员。",
     "No payment methods configured": "暂无支付方式",
     "No payment methods configured. Click \"Add method\" or use templates to get started.": "未配置支付方式。点击\"添加方式\"或使用模板开始。",
     "No payment methods match your search": "没有匹配的支付方式",
+    "No pelican works yet": "暂无鹈鹕测试作品",
     "No performance data available": "暂无性能数据",
+    "No permission to access users of same or higher level": "无权获取同级或更高等级用户的信息",
+    "No permission to change the 2FA settings of users at the same or higher level": "无权操作同级或更高级用户的2FA设置",
     "No permission to perform this action": "无权进行此操作",
+    "No permission to update users of same or higher permission level": "无权更新同权限等级或更高权限等级的用户信息",
     "No plans available": "暂无可购买套餐",
     "No plugins available for binding": "暂无可绑定的插件",
     "No preceding rule matched": "前面的规则均未命中",
@@ -3789,6 +4295,8 @@
     "No Quota": "无余额",
     "No quota limit": "不限额",
     "No ratio differences found": "未发现比率差异",
+    "No recent data": "暂无近期数据",
+    "No recent detections": "暂无近期检测",
     "No recent usage": "暂无使用记录",
     "No records": "暂无记录",
     "No records found. Try adjusting your filters.": "未找到记录。尝试调整您的筛选条件。",
@@ -3812,6 +4320,7 @@
     "No separate media pricing configured.": "未配置单独的媒体定价。",
     "No source available": "暂无源码",
     "No source changes": "源码无变化",
+    "No special ratios configured": "尚未配置特殊倍率",
     "No status code mappings configured.": "未配置状态码映射。",
     "No stores on this merchant yet. Set a return URL and click Create to mint your first pair.": "此商户暂无店铺。设置返回 URL 后点击创建来生成第一组配对。",
     "No subscription plans yet": "暂无订阅套餐",
@@ -3836,26 +4345,31 @@
     "No users available. Try adjusting your search or filters.": "没有可用的用户。请尝试调整您的搜索或筛选条件。",
     "No Users Found": "未找到用户",
     "No valid custom Auto groups remain. Add a group or restore global Auto.": "没有可用的自定义 Auto 分组。请添加分组或恢复全局 Auto。",
+    "No valid upstream channel": "无有效上游渠道",
     "No vendor": "未指定供应商",
     "No vendor data available": "暂无厂商数据",
     "No vendors found": "未找到供应商",
     "No verification method is available for this action.": "此操作没有可用的验证方式。",
     "No version history": "暂无版本历史",
+    "No vision works yet": "暂无图片识别测试作品",
     "No X Found": "未找到 X",
     "Node": "节点",
     "Node filters": "节点筛选",
     "Node Name": "节点名称",
     "Node role": "节点职责",
     "Nodes reporting from this deployment and their latest heartbeat.": "当前部署中上报的节点及其最新心跳。",
+    "Non-Astra fingerprint": "降智（非 Astra）",
     "Non-stream": "非流",
     "Non-zero invitation rewards require compliance confirmation in Payment Gateway settings.": "非零邀请奖励需要先在支付网关设置中确认合规条款。",
     "None": "无",
     "None (plugin declaration)": "无（插件声明）",
     "noreply@example.com": "noreply@example.com",
+    "Normal": "正常",
     "Normalized:": "已归一化：",
     "Not available": "不可用",
     "Not backed up": "未备份",
     "Not bound": "未绑定",
+    "Not checked": "未校验",
     "Not configured": "未配置",
     "Not configured for some providers": "部分服务方未配置定价",
     "Not configured for this provider": "此服务方未配置定价",
@@ -3864,12 +4378,16 @@
     "Not declared; an API key may still be required.": "插件未声明认证方式，仍可能需要 API Key。",
     "Not Equals": "不等于",
     "Not found upstream": "上游未找到",
-    "Not generated": "未生成",
+    "Not implemented yet": "尚未实现",
     "Not in pricing table": "不在定价分组表中",
     "Not included": "未加入",
     "Not installed": "未安装",
     "Not listed": "隐藏",
+    "Not logged in": "未登录",
     "Not matched": "未匹配",
+    "Not measured": "尚未检测",
+    "Not passed": "未通过",
+    "Not provided": "未提供",
     "Not provided by this source": "该源未提供",
     "Not recorded": "未记录",
     "Not registered": "未注册",
@@ -3887,6 +4405,8 @@
     "Notification Email": "通知邮箱",
     "Notification Method": "通知方式",
     "Notifications": "通知",
+    "Notifications to receive": "接收哪些通知",
+    "Now": "现在",
     "Now a user whose user group is vip creates tokens with different groups and makes one call with each:": "现在，一个用户分组为 vip 的用户创建了不同分组的令牌，各调用一次：",
     "Nucleus sampling probability mass": "核采样累计概率",
     "Number": "数值",
@@ -3911,6 +4431,7 @@
     "OAuth Integrations": "OAuth 集成",
     "OAuth pop-up was blocked": "OAuth 弹窗被浏览器拦截",
     "OAuth popup storage is unavailable.": "OAuth 弹窗存储不可用。",
+    "OAuth provider not found": "未找到该 OAuth 提供商",
     "OAuth window is no longer available.": "OAuth 窗口已关闭或不可用。",
     "Object Prune Rules": "对象清理规则",
     "Observability": "可观测性",
@@ -3920,6 +4441,7 @@
     "of": "条，共",
     "of 3:": "共 3 个：",
     "off": "关闭",
+    "Off by default. Exclude groups flagged by the latest valid quality checks within 6 hours. Unknown results remain eligible.": "默认关闭。排除近6小时内最新有效检测判定为降智的分组；暂无有效检测结果的分组仍可使用。",
     "Official": "官方",
     "Official Claude Messages": "官方 Claude Messages",
     "Official documentation": "官方说明",
@@ -3941,19 +4463,23 @@
     "OIDC discovery URL. Click \"Auto-discover\" to fetch endpoints automatically.": "OIDC 发现 URL。点击\"自动发现\"以自动获取端点。",
     "OIDC Display Name": "OIDC 显示名称",
     "OIDC endpoints discovered successfully": "OIDC 端点发现成功",
+    "OIDC ID is empty!": "OIDC ID 为空！",
     "Old Format Template": "旧格式模板",
     "Old format: Direct override. New format: Supports conditional judgment and custom JSON operations.": "旧格式：直接覆盖。新格式：支持条件判断和自定义 JSON 操作。",
     "Ollama": "Ollama",
     "Ollama Models": "Ollama 模型",
     "One API": "One API",
+    "One channel, {{calls}} requests, group ratio {{ratio}}x.": "检测一个渠道，共 {{calls}} 次调用，分组倍率 {{ratio}}x。",
     "One domain per line": "每行一个域名",
     "One domain per line (only used when domain restriction is enabled)": "每行一个域名 (仅在启用域名限制时使用)",
     "One IP or CIDR range per line": "每行一个 IP 或 CIDR 范围",
     "One IP per line (empty for no restriction)": "每行一个 IP (留空表示无限制)",
     "one keyword per line": "每行一个关键词",
+    "One work per Astra channel.": "每个 Astra 渠道每轮生成一份作品。",
     "online": "在线",
     "Online": "在线",
     "Online payment is not enabled. Please contact the administrator.": "管理员未开启在线支付功能，请联系管理员配置。",
+    "Online top-up succeeded, amount added: {{quota}}, payment amount: {{amount}}": "在线充值成功，充值额度: {{quota}}，支付金额: {{amount}}",
     "Online topup is not enabled. Please use redemption code or contact administrator.": "尚未启用在线充值。请使用兑换码或联系管理员。",
     "Only allow specific email domains": "仅允许特定的电子邮件域名",
     "Only available for admins. When enabled, you will receive a summary notification via your selected method when the scheduled model check detects upstream model changes or check failures.": "仅管理员可用。启用后，当定时模型检查检测到上游模型变更或检查失败时，您将通过所选方式收到汇总通知。",
@@ -3986,10 +4512,10 @@
     "Open in New Tab": "在新标签页中打开",
     "Open menu": "打开菜单",
     "Open Query Balance to view the upstream JSON response": "请打开“查询余额”查看上游 JSON 响应",
-    "Otherwise the binding is removed.": "关闭时清除该绑定。",
     "Open release": "打开版本",
     "Open source": "开源",
     "Open Source": "开源项目",
+    "Open status page": "打开状态页",
     "Open the io.net console API Keys page": "打开 io.net 控制台 API 密钥页面",
     "Open theme settings": "打开主题设置",
     "Open weights": "开放权重",
@@ -4024,6 +4550,7 @@
     "Operation failed": "操作失败",
     "Operation successful": "操作成功",
     "Operation Type": "操作类型",
+    "Operational": "正常",
     "Operations": "运维",
     "Operator": "操作人",
     "Operator Admin": "操作管理员",
@@ -4044,12 +4571,15 @@
     "Optional settings for advanced container configuration.": "高级容器配置的可选设置。",
     "Optional supplementary information (max 100 characters)": "可选补充信息 (最多 100 个字符)",
     "Optional tag for grouping channels": "用于分组渠道的可选标签",
+    "Optional. Without it, Google picks the region; with it, requests go to the deployment region below.": "可选。不填时由 Google 决定区域；填写后，请求会发往下方的部署区域。",
     "Opus Model": "Opus 模型",
     "Or continue with": "或继续使用",
     "Or enter this key manually:": "或手动输入此密钥：",
     "or pick existing": "或选择已有项",
     "Order completed successfully": "订单已成功完成",
     "Order History": "订单历史",
+    "Order is not pending payment and cannot be completed": "订单状态不是待支付，无法补单",
+    "Order number not provided": "未提供订单号",
     "Order Payment Method": "订单支付方式",
     "org-...": "org-...",
     "Original Model": "原始模型",
@@ -4066,11 +4596,14 @@
     "Other users": "其他用户",
     "Otherwise (the preceding conditions do not match)": "否则（上述条件不成立）",
     "Otherwise → {{name}}": "否则 → {{name}}",
+    "Otherwise the binding is removed.": "关闭时清除该绑定。",
     "Outage": "中断",
     "Output": "输出",
     "Output aspect ratio": "输出宽高比",
     "Output image size": "输出图像尺寸",
     "Output price": "输出价格",
+    "Output Price: High to Low": "输出价格：从高到低",
+    "Output Price: Low to High": "输出价格：从低到高",
     "Output token price for generated tokens.": "生成内容的输出 token 价格。",
     "Output token rate": "输出 Token 速率",
     "Output tokens": "输出 token",
@@ -4138,6 +4671,7 @@
     "Pass-through Headers (comma-separated or JSON array)": "透传请求头（逗号分隔或 JSON 数组）",
     "Pass-through help": "透传说明",
     "Pass-through requires native forwarding": "透传仅支持原生转发",
+    "Passed": "通过",
     "Passive recovery only": "仅被动恢复",
     "Passkey": "Passkey",
     "Passkey Authentication": "通行密钥认证",
@@ -4177,32 +4711,44 @@
     "Password copied to clipboard: {{password}}": "密码已复制到剪贴板：{{password}}",
     "Password has been copied to clipboard": "密码已复制到剪贴板",
     "Password Login": "密码登录",
+    "Password login has been disabled by administrator": "管理员关闭了密码登录",
     "Password must be at least 8 characters": "密码必须至少 8 个字符",
     "Password must be at most 20 characters long": "密码最多 20 个字符",
     "Password must be between 8 and 20 characters": "密码长度必须在 8 到 20 个字符之间",
     "Password must contain between 8 and 128 characters.": "密码长度必须为 8–128 个字符。",
     "Password Registration": "密码注册",
+    "Password registration has been disabled by administrator, please use third-party account verification": "管理员关闭了通过密码进行注册，请使用第三方账户验证的形式进行注册",
     "Password reset and copied to clipboard: {{password}}": "密码已重置并复制到剪贴板：{{password}}",
+    "Password reset link is invalid or has expired": "重置链接非法或已过期",
     "Password reset: {{password}}": "密码已重置：{{password}}",
     "Password set successfully": "密码设置成功",
     "Password settings have changed. Reload the page and try again.": "密码设置已变化，请刷新页面后重试。",
     "Passwords do not match": "密码不匹配",
     "Passwords don't match.": "两次输入的密码不一致。",
+    "Past": "过去",
     "Paste Connection Info": "粘贴连接信息",
     "Paste JavaScript source here...": "在此粘贴 JavaScript 源码...",
     "Path": "路径",
     "Path not set": "未设置路径",
     "Path Regex (one per line)": "路径正则（每行一个）",
     "Path:": "路径：",
+    "Pause drag demo": "暂停拖拽演示",
     "Pay": "支付",
+    "Pay {{amount}}": "支付 {{amount}}",
+    "Pay {{amount}} <savings>• Save {{saved}}</savings>": "支付 {{amount}} <savings>• 节省 {{saved}}</savings>",
     "Pay with Balance": "使用余额支付",
     "Pay-as-you-go with real-time usage monitoring": "按量付费，实时监控使用情况",
     "Payment": "支付",
     "Payment aggregator mode — onboard with your own registered company (offshore entity). Built for Enterprise.": "支付聚合模式：使用你自己的注册公司（离岸实体）入驻。面向企业场景构建。",
+    "Payment amount is too low": "充值金额过低",
+    "Payment cancel redirect URL is not in the trusted domain list": "支付取消重定向URL不在可信任域名列表中",
     "Payment Channel": "支付渠道",
+    "Payment configuration error": "支付配置错误",
     "Payment Gateway": "支付网关",
+    "Payment information has not been configured by administrator": "当前管理员未配置支付信息",
     "Payment initiated": "已发起支付",
     "Payment Method": "付款方式",
+    "Payment method does not exist": "支付方式不存在",
     "Payment method identifier": "支付方式标识",
     "Payment method identifier is required": "支付方式标识不能为空",
     "Payment method name": "支付方式名称",
@@ -4215,16 +4761,22 @@
     "Payment request failed": "支付请求失败",
     "Payment return URL": "支付返回地址",
     "Payment return URL is empty. Create the product without a SuccessURL redirect?": "支付返回 URL 为空。是否在没有 SuccessURL 跳转的情况下创建产品？",
+    "Payment success redirect URL is not in the trusted domain list": "支付成功重定向URL不在可信任域名列表中",
     "Payment type key": "支付处理标识",
     "Payment type key is required": "支付处理标识不能为空",
     "Payment, redemption codes, subscription plans, and invitation rewards are locked until the root administrator confirms the compliance terms.": "在根管理员确认合规条款之前，支付、兑换码、订阅套餐和邀请奖励功能将保持锁定。",
+    "Payment, redemption, subscription, and invitation reward features are disabled. The administrator must confirm compliance terms before enabling them.": "支付、兑换码、订阅计划和邀请返利功能已禁用。管理员需先确认合规声明后方可启用。",
     "Peak": "峰值",
     "Peak KV cache usage": "最高 KV 缓存使用率",
     "Peak throughput": "峰值吞吐",
     "Peak token pool usage": "最高令牌池使用率",
+    "Pelican detection": "鹈鹕检测",
+    "Pelican sample {{number}}": "鹈鹕测试样例 {{number}}",
+    "Pelican work preview": "鹈鹕作品预览",
     "Penalises repetition of frequent tokens": "惩罚高频 token 的重复出现",
     "pending": "等待中",
     "Pending": "待确认",
+    "Pending settlement": "等待结算",
     "per": "每",
     "Per 1K tokens": "每 1K tokens",
     "Per 1M tokens": "每 1M tokens",
@@ -4242,6 +4794,8 @@
     "Per-request": "按次",
     "Per-request (deprecated)": "按次（已弃用）",
     "Per-request (fixed price)": "按请求计费（固定价格）",
+    "Per-request Price: High to Low": "按次价格：从高到低",
+    "Per-request Price: Low to High": "按次价格：从低到高",
     "Per-token": "按 Token",
     "Per-token (deprecated)": "按 Token（已弃用）",
     "Per-token (ratio based)": "按令牌计费（基于比例）",
@@ -4249,6 +4803,7 @@
     "Percentage:": "百分比：",
     "Performance": "性能",
     "Performance data is not yet available for this model.": "该模型暂无性能数据。",
+    "Performance for {{model}}": "{{model}} 的性能",
     "Performance health": "性能健康",
     "Performance metrics for the last 24 hours": "最近 24 小时的性能指标",
     "Performance metrics shown here are simulated for preview purposes and will be replaced with live observability data once the backend integration is complete.": "此处展示的性能指标为预览模拟数据，待后端对接完成后将替换为真实可观测数据。",
@@ -4261,13 +4816,16 @@
     "Periodically checks only channels with auto-disable enabled, excluding manually disabled channels.": "只定时检查已开启“自动禁用”的渠道；未开启该选项和手动禁用的渠道不会被检查。",
     "Periodically send ping frames to keep streaming connections active.": "定期发送 ping 帧以保持流连接处于活动状态。",
     "Permanently delete your account and all data": "永久删除您的帐户和所有数据",
+    "Permissions": "权限",
     "Permit Passkey registration on non-HTTPS origins (only recommended for development)": "允许在非 HTTPS 源上注册通行密钥（仅建议用于开发）",
     "Perplexity": "Perplexity",
     "Persist your data file": "持久化您的数据文件",
     "Personal": "个人",
     "Personal area": "个人中心",
     "Personal Center Area": "个人中心区域",
+    "Personal group multipliers": "专属分组倍率",
     "Personal info settings": "个人信息设置",
+    "Personal rate": "专属",
     "Personal Settings": "个人设置",
     "Personal settings and profile management.": "个人设置和个人资料管理。",
     "Personal use": "个人使用",
@@ -4277,9 +4835,12 @@
     "Pick or create both a store and a product before saving.": "保存前请同时选择或创建店铺和产品。",
     "Ping Interval (seconds)": "Ping 间隔（秒）",
     "Plan": "套餐",
+    "Plan amount is too low": "套餐金额过低",
     "Plan ID": "套餐 ID",
     "Plan Name": "套餐名称",
+    "Plan name cannot be empty": "套餐名称不能为空",
     "Plan Price": "套餐价格",
+    "Plan price cannot be empty": "套餐价格不能为空",
     "Plan price must be greater than zero": "套餐价格必须大于 0",
     "Plan Quota": "套餐额度",
     "Plan Subtitle": "套餐副标题",
@@ -4294,6 +4855,7 @@
     "Please agree to the legal terms first": "请先同意法律条款",
     "Please complete the security check to continue.": "请完成安全验证以继续。",
     "Please confirm that you understand the consequences": "请确认您了解后果",
+    "Please confirm the compliance statement": "请确认合规声明",
     "Please confirm your password": "请确认密码",
     "Please enable io.net model deployment service and configure an API key in System Settings.": "请先在系统设置中启用 io.net 模型部署服务，并配置 API Key。",
     "Please enable Two-factor Authentication or Passkey before proceeding": "请先启用双因素认证或通行密钥",
@@ -4331,6 +4893,7 @@
     "Please select a container": "请选择一个容器",
     "Please select a payment method": "请选择支付方式",
     "Please select a primary model": "请选择主模型",
+    "Please select a product": "请选择产品",
     "Please select a subscription plan": "请选择订阅套餐",
     "Please select at least one channel": "请选择至少一个渠道",
     "Please select at least one model": "请选择至少一个模型",
@@ -4341,12 +4904,15 @@
     "Please try again later.": "请稍后再试。",
     "Please type the following text to confirm:": "请输入以下文本进行确认：",
     "Please upload key file(s)": "请上传密钥文件",
+    "Please wait {{seconds}} seconds before requesting another verification code.": "发送过于频繁，请等待 {{seconds}} 秒后再试",
     "Please wait a moment before trying again.": "请稍候再试。",
     "Please wait a moment, human check is initializing...": "请稍等，人机验证正在初始化...",
     "Please wait before editing to avoid overwriting saved values.": "请等待加载完成后再编辑，以免覆盖已保存的值。",
     "Please wait before requesting another verification code.": "请稍后再请求验证码。",
+    "Please wait five minutes between sampling rounds": "请在两轮抽检之间至少等待 5 分钟",
     "Please wait for the current generation to complete": "请等待当前生成完成",
     "Plugin": "插件",
+    "Plugin activation failed": "插件激活失败",
     "Plugin author": "插件作者",
     "Plugin default": "插件默认值",
     "Plugin details": "插件详情",
@@ -4360,9 +4926,11 @@
     "Plugin is still in use": "插件仍在使用中",
     "Plugin key": "插件键",
     "Plugin metadata": "插件元数据",
+    "Plugin metadata contains an unknown field \"{{field}}\". If this plugin was downloaded from the official marketplace, it may require a newer version of new-api. Try updating new-api and installing the plugin again.": "插件元数据包含未知字段“{{field}}”。如果插件来自官方市场，可能需要更高版本的 new-api。请尝试更新 new-api 后重新安装插件。",
     "Plugin sandbox": "插件沙盒",
+    "Plugin saved, activation required": "插件已保存，待激活",
     "Plugin source": "插件源码",
-    "Plugin source exceeds the 1 MiB limit.": "插件源码超过 1 MiB 上限。",
+    "Plugin source exceeds the 8 MiB limit.": "插件源码超过 8 MiB 上限。",
     "Plugin uploaded successfully": "插件上传成功",
     "Plugin version activated": "插件版本已激活",
     "Plugin version deleted": "插件版本已删除",
@@ -4370,6 +4938,7 @@
     "Plugin-defined interfaces": "插件自定义接口",
     "Plugins": "插件",
     "Plugins can access channel credentials. Review the source and differences before installing.": "插件可访问渠道凭据。安装前请审查源码与差异。",
+    "Plus池": "Plus池",
     "Policy JSON": "策略 JSON",
     "Polling": "轮询",
     "Polling mode requires Redis and memory cache, otherwise performance will be significantly degraded": "轮询模式需要 Redis 和内存缓存，否则性能将显著下降",
@@ -4377,6 +4946,7 @@
     "Port": "端口",
     "Port must be a positive integer": "端口必须为正整数",
     "Position {{position}}": "第 {{position}} 位",
+    "Possibly an upstream timeout": "可能是上游超时",
     "Post Delta": "结算差额",
     "PostgreSQL detected": "检测到 PostgreSQL",
     "PostgreSQL offers advanced reliability and data integrity for production workloads.": "PostgreSQL 为生产工作负载提供高级可靠性和数据完整性。",
@@ -4387,7 +4957,14 @@
     "Pre-consumed": "预扣费",
     "Pre-Consumed Quota": "预消耗配额",
     "Pre-release": "预发布版",
+    "Prefer recent streaming model-test results: latest valid first-token time per channel within 1 hour, averaged across the group. Untested groups rank last.": "按最近1小时同模型流式测试排序：取各渠道最新有效首字时间，再按分组平均。无有效测试的分组排在后面。",
+    "Prefer recent streaming model-test results: latest valid first-token time per channel within 6 hours, averaged across the group. Untested groups rank last.": "按最近6小时同模型流式测试排序：取各渠道最新有效首字时间，再按分组平均。无有效测试的分组排在后面。",
+    "Prefer the highest average throughput of the latest 30 valid calls for the requested model. Use model tests when no call samples exist; unmeasured groups rank last.": "优先选择请求模型最近 30 次有效调用平均吞吐量最高的分组。没有调用样本时使用模型测试结果；没有测量数据的分组排在最后。",
+    "Prefer the highest recent request success rate for this model.": "优先选择该模型近期请求成功率更高的分组。",
+    "Prefer the lowest average actual charge per million tokens for this model over the last 24 hours.": "优先选择该模型近24小时每百万 token 平均实扣更低的分组。",
     "Prefer the original channel, allow switching": "优先原渠道，失败允许切换",
+    "Prefer the shortest average time to first token for this model.": "优先选择该模型平均首字响应更快的分组。",
+    "Prefer your lowest effective group multiplier, including personal overrides.": "按你的实际生效倍率从低到高选择，包括个人专属倍率。",
     "Preference saved as {{pref}}, but no active subscription. Requests will be rejected.": "已保存偏好为{{pref}}，当前无生效订阅，请求将被拒绝",
     "Preference saved as {{pref}}, but no active subscription. Wallet will be used automatically.": "已保存偏好为{{pref}}，当前无生效订阅，将自动使用钱包",
     "Preferences": "偏好设置",
@@ -4416,6 +4993,7 @@
     "Preset recharge amounts displayed to users": "向用户显示的预设充值金额",
     "Preset Template": "预设模板",
     "Preset templates": "预设模板",
+    "Preset: Astra prefers selected group": "预设：Astra 优先所选分组",
     "preset.anthropic": "Anthropic",
     "preset.default": "默认",
     "preset.forest-whisper": "森林低语",
@@ -4436,17 +5014,23 @@
     "Preview fields": "预览字段",
     "Preview is unavailable for custom expressions.": "自定义表达式无法预览。",
     "Preview metadata first": "请先预览资料",
+    "Preview model": "预览模型",
     "Preview price changes": "预览价格变更",
     "Preview pricing conversion": "定价迁移预览",
     "Preview selected changes": "预览所选变更",
     "Preview unavailable": "无法预览",
+    "Preview upstream model changes": "预览上游模型变更",
+    "Preview work": "预览作品",
     "Previous": "上一步",
     "Previous branch": "上一分支",
     "Previous page": "上一页",
+    "Previous permissions": "原权限",
     "Previous value": "原值",
     "Price": "价格",
     "Price ($/1K calls)": "价格（$/1K 次）",
     "Price (local currency / USD)": "价格（本地货币/美元）",
+    "Price cannot be negative": "价格不能为负数",
+    "Price cannot exceed 9999": "价格不能超过9999",
     "Price display": "价格显示",
     "Price display mode": "价格显示模式",
     "Price estimation": "价格预估",
@@ -4460,12 +5044,11 @@
     "Price summary": "价格摘要",
     "price_xxx": "price_xxx",
     "Price:": "价格：",
-    "Price: High to Low": "价格：从高到低",
-    "Price: Low to High": "价格：从低到高",
     "Prices are in {{currency}}, with units shown below. Use USD when editing expressions directly.": "价格以 {{currency}} 计，单位见下方标注。手动编辑表达式时请使用美元。",
     "Prices changed while preparing the conversion. Try again.": "准备转换时价格已变更，请重试。",
     "Prices for each set of conditions": "不同条件对应的价格",
     "Prices shown per": "价格显示单位",
+    "Prices shown per {{unit}} tokens": "价格按每 {{unit}} Token 显示",
     "Prices shown per usage unit": "价格按每个用量单位显示",
     "Prices synced successfully": "价格同步成功",
     "Prices vary by usage tier and request conditions": "价格根据用量档位和请求条件动态调整",
@@ -4490,16 +5073,21 @@
     "Prioritize reusing the last successful channel based on keys extracted from request context (sticky routing)": "基于请求上下文提取的 Key，优先复用上一次成功的渠道（粘滞选路）",
     "Priority": "优先级",
     "Priority (Default)": "优先级（默认）",
+    "Priority and weight selection": "按优先级与权重选择",
     "Priority level from 0 (lowest) to 10 (highest), default is 5": "优先级，从 0（最低）到 10（最高），默认为 5",
     "Priority order for automatic group assignment. New tokens rotate through this list.": "自动分组分配的优先级顺序。新 token 将按此列表轮换。",
     "Priority order for tokens in the auto group. The system tries groups from top to bottom.": "auto 分组令牌的优先顺序。系统会从上到下依次尝试各分组。",
     "Privacy": "隐私",
     "Privacy Policy": "隐私政策",
     "Private Deployment URL": "私有部署 URL",
+    "Probe availability": "探测可用率",
+    "Probe history": "历史探测状态",
     "Processed requests": "已处理请求",
     "Processing OAuth response...": "正在处理 OAuth 响应...",
     "Processing...": "处理中...",
     "Product": "产品",
+    "Product configuration error": "产品配置错误",
+    "Product does not exist": "产品不存在",
     "Product ID": "产品 ID",
     "Product ID is required": "产品 ID 为必填项",
     "Product Name": "产品名称",
@@ -4534,6 +5122,7 @@
     "Provider & data privacy": "厂商与数据隐私",
     "Provider created successfully": "提供商创建成功",
     "Provider deleted successfully": "提供商删除成功",
+    "Provider ID": "提供商 ID",
     "Provider Name": "提供商名称",
     "Provider source": "提供商来源",
     "Provider type (OpenAI, Anthropic, etc.)": "提供商类型 (OpenAI、Anthropic 等)",
@@ -4541,9 +5130,11 @@
     "Provider-specific endpoint, account, and compatibility settings.": "配置供应商专属的端点、账户和兼容性选项。",
     "Proxy Address": "代理地址",
     "Proxy address must use HTTP, HTTPS, SOCKS5, or SOCKS5H and include a valid host": "代理地址必须使用 HTTP、HTTPS、SOCKS5 或 SOCKS5H，并包含有效的主机",
+    "Pro池": "Pro池",
     "Prune Object Items": "清理对象项",
     "Prune object items by conditions": "按条件清理对象中的子项",
     "Prune Rule (string or JSON object)": "清理规则（字符串或 JSON 对象）",
+    "Public alias": "公开别名",
     "Public base URL for async task media. Supports a dedicated media domain, port, or Nginx path prefix; falls back to Server Address when empty.": "异步任务媒体的公开基础地址。支持独立媒体域名、端口或 Nginx 路径前缀；留空时回退到服务器地址。",
     "Public model catalog and pricing page.": "公开模型目录和价格页面。",
     "Public rankings page based on live usage data.": "基于真实用量数据的公开排行榜页面。",
@@ -4558,10 +5149,13 @@
     "Pull model": "拉取模型",
     "Pulling...": "拉取中...",
     "Purchase Limit": "限购",
+    "Purchase limit cannot be negative": "购买上限不能为负数",
+    "Purchase limit for this plan has been reached": "已达到该套餐购买上限",
     "Purchase limit reached": "已达到购买上限",
     "Purchase Subscription": "购买订阅套餐",
     "QR Code Image URL": "二维码图片 URL",
     "QR code is not configured. Please contact support.": "二维码未配置。请联系支持人员。",
+    "Quality {{quality}}": "品质 {{quality}}",
     "Quantity": "数量",
     "QuantumNous": "QuantumNous",
     "Query": "Query",
@@ -4582,6 +5176,7 @@
     "Quota adjustment details": "额度调整详情",
     "Quota after adjustment": "调整后额度",
     "Quota before adjustment": "调整前额度",
+    "Quota change amount cannot be zero": "额度变更量不能为 0",
     "Quota clamped": "额度已钳制",
     "Quota consumed before charging users": "向用户收费前消耗的配额",
     "Quota Distribution": "消耗分布",
@@ -4592,14 +5187,15 @@
     "Quota must be a positive number": "配额必须是正数",
     "Quota must be zero or greater": "额度不能为负数",
     "Quota Per Unit": "每单位配额",
-    "Quota reminder (tokens)": "配额提醒（token）",
     "Quota Reset": "额度重置",
     "Quota saturation protection triggered": "额度饱和保护已触发",
     "Quota Settings": "额度设置",
     "Quota Types": "配额类型",
     "Quota unchanged": "额度未变化",
+    "Quota unit is misconfigured": "额度单位配置错误",
     "Quota update failed": "额度更新失败",
-    "Quota Warning Threshold": "配额警告阈值",
+    "Quota value cannot be negative": "额度值不能为负数",
+    "Quota value exceeds valid range, maximum is {{max}}": "额度值超出有效范围，最大值为 {{max}}",
     "Quota:": "Quota:",
     "Radius": "圆角",
     "Random": "随机",
@@ -4636,12 +5232,22 @@
     "Reason": "原因",
     "Reason:": "原因：",
     "Reasoning": "推理",
+    "Reasoning effort": "推理强度",
     "Reasoning Effort": "推理强度",
-    "Receive Upstream Model Update Notifications": "接收上游模型更新通知",
+    "Recalculated from tokens: tokens {{tokens}}, model ratio {{model_ratio}}, group ratio {{group_ratio}}, other multiplier {{other_multiplier}}": "按 token 重算：tokens {{tokens}}，模型倍率 {{model_ratio}}，分组倍率 {{group_ratio}}，其他倍数 {{other_multiplier}}",
     "Received": "获得",
     "Received amount": "已收额度",
+    "Recent benchmark results": "最近基准结果",
+    "Recent candy test results": "最近糖果题结果",
+    "Recent Ciallo test results": "最近 Ciallo 检测结果",
+    "Recent degradation": "近期降智",
+    "Recent detection results": "最近检测记录",
     "Recent maintenance tasks running across instances and their execution status.": "跨实例运行的近期维护任务及其执行状态。",
+    "Recent pelican works": "最近的鹈鹕测试",
+    "Recent sampling results": "最近抽检记录",
     "Recent success-rate samples; gray bars indicate missing data.": "近期成功率采样；灰色条表示暂无数据。",
+    "Recent vision test results": "最近图片识别结果",
+    "Recent vision works": "最近的图片识别测试",
     "Recently completed or failed system task runs.": "最近已完成或失败的系统任务运行记录。",
     "Recently launched models": "近期发布的模型",
     "Recently launched models gaining traction": "近期发布并快速增长的模型",
@@ -4664,16 +5270,21 @@
     "Redeemed:": "已兑换：",
     "redemption code": "兑换码",
     "Redemption Code": "兑换码",
+    "Redemption code count must be greater than 0": "兑换码个数必须大于0",
     "Redemption code deleted successfully": "兑换码删除成功",
     "Redemption code disabled successfully": "兑换码已禁用",
     "Redemption code enabled successfully": "兑换码已启用",
+    "Redemption code name length must be between 1-20": "兑换码名称长度必须在1-20之间",
     "Redemption code updated successfully": "兑换码更新成功",
     "Redemption code(s) created successfully": "兑换码创建成功",
+    "Redemption codes": "兑换码",
     "Redemption Codes": "兑换码",
     "Redemption codes are disabled until the administrator confirms compliance terms.": "管理员确认合规条款之前，兑换码功能不可用。",
     "Redemption codes created": "兑换码创建完成",
     "redemption codes.": "兑换码。",
     "Redemption failed": "兑换失败",
+    "Redemption failed, please try again later": "兑换失败，请稍后重试",
+    "Redemption quota must be positive": "兑换码额度必须大于 0",
     "Redemption successful! Added: {{quota}}": "兑换成功！已添加：{{quota}}",
     "Redirect {{model}}": "重定向 {{model}}",
     "Redirect fetched upstream names to the names your users call.": "把拉取到的上游名称重定向为用户调用的名称。",
@@ -4698,16 +5309,18 @@
     "Refresh details": "刷新详情",
     "Refresh failed": "刷新失败",
     "Refresh failed. Showing the last successful snapshot.": "刷新失败，当前显示上次成功获取的快照。",
+    "Refresh in {{seconds}}s": "{{seconds}} 秒后刷新",
     "Refresh interval (minutes)": "刷新间隔 (分钟)",
+    "Refresh preview": "重新检测",
     "Refresh Stats": "刷新统计",
     "Refresh the list and try again.": "请刷新列表后重试。",
+    "Refresh the preview before trying again; some changes may already have been saved.": "部分变更可能已保存，请重新检测后再操作。",
+    "Refreshing": "刷新中",
     "Refreshing...": "刷新中...",
     "Refund": "退款",
     "Refund Details": "退款详情",
     "Regenerate": "重新生成",
-    "Regenerate access token?": "重新生成访问令牌？",
     "Regenerate Backup Codes": "重新生成备用代码",
-    "Regenerate token": "重新生成令牌",
     "Regenerated two-factor backup codes": "重新生成了两步验证备用码",
     "Regenerating immediately invalidates any existing token.": "重新生成会立即使所有现有令牌失效。",
     "Regex": "正则",
@@ -4722,9 +5335,16 @@
     "Registry (optional)": "注册表 (可选)",
     "Registry secret": "注册表密钥",
     "Registry username": "注册表用户名",
+    "Regular administrators cannot promote other users to administrator": "普通管理员用户无法提升其他用户为管理员",
     "Reinstall latest": "重装最新版",
+    "Reject a Responses result when the upstream declares a model other than gpt-6-astra. Enabled by default; disable only for an intentional mapping.": "当上游声明的模型不是 gpt-6-astra 时拒绝 Responses 结果。默认开启；仅在确实需要映射时关闭。",
     "Reject Reason": "拒绝原因",
+    "Rejected and charged": "拒绝但已计费",
+    "Rejected results still incur upstream usage charges. Switching sends another request that is charged separately, so one client request can incur multiple charges. If no safe switch is available, the request fails instead of delivering a mismatched result.": "被拦截的结果仍会产生上游消耗费用。切换渠道会发起新的请求并独立计费，因此一次客户端请求可能产生多笔费用。没有可安全切换的渠道时，请求会报错，不会交付模型不符的结果。",
+    "Rejected without charge": "拒绝且未计费",
     "Release details": "版本详情",
+    "Release to insert a new priority tier": "松手插入新优先级",
+    "Release to join priority {{priority}}": "松手加入同级 · 优先级 {{priority}}",
     "Released": "发布于",
     "Reload pricing": "重新加载定价",
     "Reload vendor details": "重新加载供应商资料",
@@ -4737,6 +5357,11 @@
     "Remaining quota units": "剩余配额单位",
     "Remaining:": "剩余：",
     "Remark": "备注",
+    "Remind me next time": "下次提醒我",
+    "Remind me once when my balance drops below the threshold": "余额低于阈值时提醒我一次",
+    "Remind users through their chosen notification method when their balance drops below the threshold": "用户余额低于阈值时，通过其选择的通知方式提醒",
+    "Reminder threshold": "提醒阈值",
+    "Reminder threshold cannot be negative": "提醒阈值不能为负数",
     "Remove": "移除",
     "Remove {{group}}": "移除 {{group}}",
     "Remove {{value}}": "移除 {{value}}",
@@ -4770,15 +5395,19 @@
     "Removed": "已移除",
     "Removed {{removed}} duplicate key(s). Before: {{before}}, After: {{after}}": "已移除 {{removed}} 个重复密钥。移除前：{{before}}，移除后：{{after}}",
     "Removed an OAuth binding for the user": "解除了用户的一个 OAuth 绑定",
+    "Removed models": "已移除模型",
     "Removed Models ({{count}})": "已移除模型 ({{count}})",
+    "Removed models will no longer be available through this channel. Select removals explicitly.": "移除后将无法通过此渠道调用这些模型，请手动勾选需要移除的项。",
     "Removed settings": "移除的配置",
     "Removes MjProxy flags such as --fast, --relax, and --turbo from user prompts.": "从用户提示中移除 MjProxy 参数，如 --fast、--relax 和 --turbo。",
     "Removing Passkey will require you to sign in with your password next time. You can re-register anytime.": "移除通行密钥后，您下次将需要使用密码登录。您可以随时重新注册。",
     "Rename": "重命名",
     "Rename deployment": "重命名部署",
     "Rename failed": "重命名失败",
+    "Renamed an access token": "重命名了访问令牌",
     "Renamed successfully": "重命名成功",
     "Renaming metadata does not rename channel models or move pricing. Existing prices stay with the original model name.": "修改元信息名称不会重命名渠道模型或迁移定价，已有价格仍归原模型名称。",
+    "Reorder channel {{id}}": "调整渠道 {{id}} 的优先级",
     "Repair": "修复",
     "Repair Channel Consistency": "修复渠道一致性",
     "Repair channel consistency?": "修复渠道一致性？",
@@ -4794,17 +5423,21 @@
     "Replace With": "替换为",
     "replaced": "已替换",
     "Replacement Model": "替换模型",
+    "Replay drag demo": "重播拖拽演示",
     "Replica count": "副本数",
     "Replicate": "Replicate",
     "Report an issue": "反馈问题",
     "request": "请求",
     "Request": "请求",
     "Request & Response": "请求与响应",
+    "Request and cache statistics: last 24 hours": "请求与缓存统计：最近24小时",
+    "Request and detection status by group": "各分组的请求与检测状态",
     "Request Body Disk Cache": "请求体磁盘缓存",
     "Request Body Field": "请求体字段",
     "Request Body Memory Cache": "请求体内存缓存",
     "Request body must be a JSON object.": "请求体必须是 JSON 对象。",
     "Request body pass-through is enabled. The request body will be sent directly to the upstream without any conversion.": "请求体透传已启用。请求体将直接发送到上游，不进行任何转换。",
+    "Request cache hit rate": "请求缓存命中率",
     "Request checks": "请求检查",
     "Request completed": "请求已完成",
     "Request conversion": "请求转换",
@@ -4819,6 +5452,7 @@
     "Request Header Overrides": "请求头覆盖",
     "Request headers must be a JSON object with string values.": "请求头必须是值为字符串的 JSON 对象。",
     "Request ID": "请求 ID",
+    "Request information": "请求基本信息",
     "Request Limits": "请求限制",
     "Request Model": "请求模型",
     "Request Model Name": "请求模型名称",
@@ -4826,7 +5460,9 @@
     "Request names your users call": "用户调用的请求模型名",
     "Request overrides, routing behavior, and upstream model automation": "请求覆盖、路由行为和上游模型自动化",
     "Request Path": "请求路径",
+    "Request path not supported": "不支持请求端点",
     "Request policies": "请求策略",
+    "Request policy decisions": "请求策略决策",
     "Request processing": "请求处理",
     "Request rejected locally": "请求在本地被拒绝",
     "Request retry": "请求重试",
@@ -4839,6 +5475,7 @@
     "Request timed out, please refresh and restart GitHub login": "请求超时，请刷新页面后重新发起 GitHub 登录",
     "Request-based": "含请求条件",
     "Requested items": "请求项数",
+    "Requested model": "请求模型",
     "Requested quota": "请求数额",
     "Requested quota: {{quota}}": "请求数额：{{quota}}",
     "Requested redemption code IDs": "请求删除的兑换码 ID",
@@ -4855,7 +5492,6 @@
     "Requests will be forwarded to this worker. Trailing slashes are removed automatically.": "请求将被转发到此 Worker。末尾的斜杠会自动移除。",
     "Requests:": "请求：",
     "Require email verification for new accounts": "要求新账户验证邮箱",
-    "Retry budget": "重试预算",
     "Require job success before follow-up actions": "在后续操作前要求任务成功",
     "Require login to view models": "要求登录才能查看模型",
     "Require login to view rankings": "要求登录才能查看排行榜",
@@ -4863,10 +5499,12 @@
     "required": "必填",
     "Required": "必需",
     "Required events:": "必需事件：",
+    "Required permission": "所需权限",
     "Required provider, authentication, model, and group settings": "必填的供应商、鉴权、模型和分组设置",
     "Required to expose MjProxy-style image generation to end users.": "需要向终端用户开放 MjProxy 风格的图像生成。",
     "Requires an available channel and access to its group.": "仍需有可用渠道，并满足用户分组访问条件。",
     "Requires global auto-disable and this channel option.": "需同时开启全局自动停用和本渠道开关。",
+    "Requires model detection. When off, responses are delivered normally. When on, mismatched responses are rejected and a safe channel switch is attempted.": "需先开启模型检测。关闭时正常返回结果；开启时拦截模型不符的响应，并尝试安全切换渠道。",
     "Requires upstream WebSocket support": "需上游支持 WebSocket",
     "Rerank": "重新排序",
     "Reroll": "重绘",
@@ -4875,6 +5513,8 @@
     "Resend codes": "重新发送验证码",
     "Resend in {{seconds}}s": "{{seconds}} 秒后重发",
     "Reserve requested images; settle returned images.": "按请求数量预扣，按实际返回数量结算。",
+    "Reserve the estimated input cost multiplied by this value, without estimating output tokens. Defaults to 1; positive decimals such as 0.5 and 1.5 are supported. Final charges use actual usage. Per-request and task prices are unaffected.": "按预计输入费用乘以此倍率预扣，不预估输出 token。默认为 1，支持 0.5、1.5 等正小数。最终按实际用量结算，按次和任务计费不受影响。",
+    "Reserved": "预留额度",
     "Reserved for viewing complete channel keys after secure verification.": "预留用于在安全验证后查看完整渠道密钥。",
     "Reset": "重置",
     "Reset {{count}} active subscriptions": "已重置 {{count}} 个有效订阅",
@@ -4894,8 +5534,12 @@
     "Reset Credit": "重置次数",
     "Reset Credits": "重置次数",
     "Reset Cycle": "重置周期",
+    "Reset detection records": "重置检测记录",
     "Reset email sent, please check your inbox": "重置邮件已发送，请检查您的收件箱",
     "Reset failed": "重置失败",
+    "Reset fingerprint and benchmark history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.": "重置 {{group}} 的指纹和基准记录？统计将从零开始，此前任务完成后也不会计入。计费记录和其他分组不受影响。",
+    "Reset fingerprint and pelican history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.": "确认重置 {{group}} 的指纹抽检和鹈鹕检测记录？统计将从零重新累计，重置前启动的检测完成后也不计入。扣费记录和其他分组不受影响。",
+    "Reset fingerprint and vision history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.": "确认重置 {{group}} 的指纹抽检和图片识别检测记录？统计将从零重新累计，重置前启动的检测完成后也不计入。扣费记录和其他分组不受影响。",
     "Reset model ratios": "重置模型倍率",
     "Reset Passkey": "重置 Passkey",
     "Reset Passkey for {{username}}? The user will need to register a new Passkey before using passwordless login.": "要重置 {{username}} 的 Passkey 吗？该用户需要重新注册 Passkey 后才能使用无密码登录。",
@@ -4920,28 +5564,36 @@
     "Resources": "资源",
     "Responding...": "正在回复...",
     "Response": "响应",
+    "Response delivered": "已向客户端交付",
     "Response Model": "响应模型",
     "Response model mismatch": "响应模型不一致",
     "Response model: {{model}}": "响应模型：{{model}}",
+    "Response speed uses recent streaming model tests; throughput uses the latest 30 valid model calls with model-test fallback. Stability uses request statistics. Price uses effective multipliers.": "响应速度使用近期流式模型测试；吞吐量使用最近 30 次有效模型调用，无样本时使用模型测试。稳定性使用请求统计，价格使用实际生效倍率。",
     "Response Time": "响应时间",
     "Response time: {{duration}}": "响应时间：{{duration}}",
     "Response too large": "响应过大",
     "Responses API Version": "响应 API 版本",
+    "Responses WebSocket": "Responses WebSocket",
+    "Responses WebSocket not supported": "不支持 Responses WebSocket",
     "Restore default pricing": "恢复默认定价",
     "Restore defaults": "恢复默认",
     "Restore global Auto": "恢复全局 Auto",
     "Restore notifications": "恢复提醒",
     "Restrict user model request frequency (may impact high concurrency performance)": "限制用户模型请求频率（可能会影响高并发性能）",
     "Result": "结果",
+    "Result not retained": "结果未保留",
+    "Resume drag demo": "继续拖拽演示",
     "Retain last N days": "保留最近N天",
     "Retain last N files": "保留最近 N 个文件",
     "Retention days": "保留天数",
     "Retrieve result": "查询结果",
     "Retry": "重试",
+    "Retry a server error once in the same group, then switch and cool down for 10 minutes. A failed recovery probe switches immediately.": "遇到可重试服务错误时，在当前分组再试一次；仍失败则切换并冷却10分钟。到期回切首次失败即再次切走。",
+    "Retry a server error once in the same group. Switch and cool down for 10 minutes only when a backup is available; otherwise keep the current group. Streaming and non-streaming cooldowns are separate.": "遇到服务错误时在当前分组重试一次。有可用备用组才切换并冷却10分钟，否则保留当前分组。流式与非流式请求的冷却互不影响。",
+    "Retry budget": "重试预算",
     "Retry Chain": "重试链路",
     "Retry Settings": "重试设置",
     "Retry Suggestion": "重试建议",
-    "Rules can inherit or override these defaults.": "规则可继承或单独覆盖。",
     "Retry Times": "重试次数",
     "Return a custom error immediately": "立即返回自定义错误",
     "Return Custom Error": "返回自定义错误",
@@ -4949,12 +5601,15 @@
     "Return Error": "返回错误",
     "Return per-token log probabilities": "返回每个 token 的对数概率",
     "Return to dashboard": "返回仪表盘",
+    "Return to manual pool": "切回手动分组池",
     "Return to the original window to continue.": "返回原窗口继续操作。",
     "Return vector embeddings for inputs": "为输入返回向量嵌入",
     "Returned keys": "返回密钥数",
+    "Returned model": "上游返回模型",
     "Returned token IDs": "返回的令牌 ID",
     "Returned: {{processed}}": "返回 {{processed}} 个",
     "Reveal API key": "显示 API 密钥",
+    "Reveal full keys": "查看完整密钥",
     "Reveal key": "显示密钥",
     "Revenue": "收入",
     "Review & initialize": "审核并初始化",
@@ -4964,15 +5619,19 @@
     "Review confirmation": "检查并确认",
     "Review every addition and overwrite before applying. Pricing, channels, and group access are not changed.": "应用前逐项检查新增和覆盖内容，定价、渠道及分组权限不会改变。",
     "Review model rates before scaling traffic": "扩展流量前查看模型费率",
+    "Review selected changes": "核对所选变更",
+    "Review the affected Passkeys and confirm the domain removal. If the settings or impact have changed, confirmation is required again.": "请核对受影响的通行密钥并确认删除域名。配置或影响范围发生变化后，需要重新确认。",
     "Review the affected records before applying. Pricing, channels, and model names are preserved.": "应用前请检查受影响的记录。定价、渠道和模型名称保持原值。",
     "Review the compatible domains and allowed websites, then save changes on the settings page.": "检查兼容域名和允许使用的网站，然后在设置页保存更改。",
+    "Review the model changes before applying. Unselected models stay unchanged and will not be ignored.": "请先核对模型变更。未勾选的模型保持不变，也不会加入忽略列表。",
     "Review the prices and billing expression. Confirming updates the draft; save model pricing to apply it.": "请核对价格和计费表达式。确认后仅更新草稿，保存模型定价后生效。",
     "Review your payment details": "查看您的付款详情",
     "Review your purchase details before proceeding.": "在继续之前，请审阅您的购买详情。",
     "Revoke": "撤销",
-    "Revoke access token?": "撤销访问令牌？",
     "Revoke session?": "撤销此会话？",
-    "Revoked the system access token": "撤销了系统访问令牌",
+    "Revoke this access token? Scripts using it stop working immediately.": "撤销此访问令牌？使用它的脚本会立即失效。",
+    "Revoked access tokens": "已撤销的访问令牌",
+    "Revoked an access token": "撤销了访问令牌",
     "Rewards will be added directly to your balance": "奖励将直接添加到您的余额",
     "Rewrite callback URLs to the local server": "将回调 URL 重写到本地服务器",
     "Right to Left": "从右到左",
@@ -4997,6 +5656,8 @@
     "Routing & Mapping": "路由与映射",
     "Routing & Overrides": "路由与覆盖",
     "Routing Group": "路由分组",
+    "Routing preference": "路由偏好",
+    "Routing preview": "路由预览",
     "Routing Reliability": "路由可靠性",
     "Routing Strategy": "路由策略",
     "Rows are user groups, columns are billing groups. Empty cells fall back to the base ratio shown in gray.": "行为用户分组，列为计费分组。空白单元格回退到灰色显示的基础倍率。",
@@ -5018,12 +5679,16 @@
     "Rule editor mode": "规则编辑模式",
     "Rule group": "规则组",
     "Rule override": "规则单独设置",
+    "rule_name cannot be empty": "rule_name 不能为空",
     "rules": "规则",
     "Rules": "规则",
     "Rules are checked in order. The first match determines the price.": "按顺序匹配规则，首条命中的规则决定价格。",
+    "Rules can inherit or override these defaults.": "规则可继承或单独覆盖。",
+    "Rules for {{group}}": "{{group}} 的规则",
     "Rules JSON": "规则 JSON",
     "Rules JSON must be an array": "规则 JSON 必须是数组",
     "Rules match the original model value from the client request body.": "规则匹配客户端请求体里的原始 model 值。",
+    "Run and manage maintenance tasks and performance settings.": "运行和管理维护任务及性能设置。",
     "Run background checks using the selected test mode": "按所选检查模式在后台运行检查",
     "Run dry run": "运行干跑",
     "Run GC": "执行 GC",
@@ -5038,7 +5703,14 @@
     "s": "秒",
     "Safety Settings": "安全设置",
     "Same as Local": "与本地相同",
+    "Sample {{number}}": "样例 {{number}}",
+    "Sample all Astra channels": "抽检全部 Astra 渠道",
     "Sample interval: {{seconds}} seconds": "采样间隔：{{seconds}} 秒",
+    "Sampled downgrade rate": "抽检降智率",
+    "Sampling data unavailable": "抽检数据暂不可用",
+    "Sampling failed": "抽检失败",
+    "Sampling in progress": "抽检中",
+    "Sampling queued. Results will refresh automatically.": "已安排抽检，结果会自动刷新。",
     "Sampling temperature; lower is more deterministic": "采样温度；越低越稳定",
     "Sandbox": "沙盘",
     "Sandbox mode": "沙盒模式",
@@ -5060,6 +5732,8 @@
     "Save failed, please retry": "保存失败，请重试",
     "Save general settings": "保存通用设置",
     "Save group ratios": "保存分组比率",
+    "Save group settings": "保存分组设置",
+    "Save group tags": "保存分组标签",
     "Save io.net settings": "保存 io.net 设置",
     "Save log settings": "保存日志设置",
     "Save metadata": "保存资料",
@@ -5070,6 +5744,7 @@
     "Save navigation": "保存导航",
     "Save notice": "保存通知",
     "Save or discard pricing changes before renaming metadata.": "重命名前，请先保存或放弃定价修改。",
+    "Save personal multipliers": "保存专属倍率",
     "Save Preferences": "保存偏好设置",
     "Save preview": "保存预览",
     "Save rate limits": "保存速率限制",
@@ -5077,17 +5752,16 @@
     "Save sensitive words": "保存敏感词",
     "Save Settings": "保存设置",
     "Save sidebar modules": "保存侧边栏模块",
-    "Save SMTP settings": "保存 SMTP 设置",
     "Save SSRF settings": "保存 SSRF 设置",
     "Save Stripe settings": "保存 Stripe 设置",
     "Save these backup codes in a safe place. Each code can only be used once.": "将这些备份代码保存在安全的地方。每个代码只能使用一次。",
     "Save these codes in a safe place. Each code can only be used once.": "将这些代码保存在安全的地方。每个代码只能使用一次。",
-    "Save this token now. You won't be able to view it again after closing this dialog.": "请立即保存此令牌。关闭此对话框后，您将无法再次查看。",
     "Save token limits": "保存令牌限制",
     "Save tool prices": "保存工具价格",
     "Save Waffo Pancake settings": "保存 Waffo Pancake 设置",
     "Save Worker settings": "保存 Worker 设置",
     "Saved successfully": "保存成功",
+    "Saving permission changes requires security verification": "修改权限后保存需要安全验证",
     "Saving...": "正在保存...",
     "Scan QR Code": "扫描二维码",
     "Scan the QR code to follow the official account and reply with “验证码” to receive your verification code.": "扫描二维码关注官方账号，回复“验证码”以接收您的验证码。",
@@ -5103,6 +5777,7 @@
     "Science": "科研",
     "Scope": "作用域",
     "Scopes": "作用域",
+    "Score gap": "匹配分差",
     "Search": "搜索",
     "Search by name or URL...": "按名称或 URL 搜索...",
     "Search by order number...": "按订单号搜索...",
@@ -5113,6 +5788,7 @@
     "Search deployments...": "搜索部署...",
     "Search feature in development": "搜索功能开发中",
     "Search group names...": "搜索分组名称...",
+    "Search groups by name or description": "搜索分组名称或描述",
     "Search groups...": "搜索分组...",
     "Search icons or enter an icon key": "搜索图标或输入图标标识",
     "Search method identifiers...": "搜索支付方式标识...",
@@ -5174,6 +5850,7 @@
     "Select active subscription plan": "选择有效订阅套餐",
     "Select all": "全选",
     "Select all (filtered)": "全选（筛选结果）",
+    "Select all changed fields": "全选变更字段",
     "Select all matching models": "全选匹配模型",
     "Select all models": "选择所有模型",
     "Select all models in {{category}}": "全选 {{category}} 中的模型",
@@ -5185,8 +5862,10 @@
     "Select at least one Auto group or restore global Auto.": "请至少选择一个 Auto 分组，或恢复全局 Auto。",
     "Select at least one field to overwrite.": "请选择至少一个要覆盖的字段。",
     "Select at least one model to preview mappings.": "至少选择一个模型以预览映射。",
+    "Select at least one permission": "至少选择一项权限",
     "Select at least one route": "请至少选择一条路由",
     "Select at least one target model": "请至少选择一个目标模型",
+    "Select at least one valid permission.": "请至少选择一个有效权限。",
     "Select at most {{max}} Auto groups": "最多选择 {{max}} 个 Auto 分组",
     "Select body font": "选择正文字体",
     "Select border radius": "选择圆角大小",
@@ -5203,6 +5882,7 @@
     "Select from presets or type custom identifier.": "从预设中选择或输入自定义标识符。",
     "Select granularity": "选择粒度",
     "Select groups (leave empty to keep current)": "选择分组（留空以保持当前设置）",
+    "Select groups to exclude": "选择不使用的分组",
     "Select interface density": "选择界面密度",
     "Select items...": "选择项目...",
     "Select key format": "请选择密钥格式",
@@ -5212,7 +5892,6 @@
     "Select locations": "选择位置",
     "Select model": "选择模型",
     "Select Model": "选择模型",
-    "Session defaults": "会话默认设置",
     "Select model {{model}}": "选择模型 {{model}}",
     "Select models": "选择模型",
     "Select models (empty for allow all)": "选择模型（留空表示允许所有）",
@@ -5223,7 +5902,6 @@
     "Select or enter color value": "选择或输入颜色值",
     "Select or enter method identifier": "选择或输入支付方式标识",
     "Select or enter model name": "选择或输入模型名称",
-    "Sessions and retries": "会话与重试",
     "Select or enter payment type": "选择或输入支付类型",
     "Select or enter payment type key": "选择或输入支付处理标识",
     "Select payment method": "选择支付方式",
@@ -5248,6 +5926,7 @@
     "Select the API endpoint region": "选择 API 终端节点区域",
     "Select the fields you want to overwrite with upstream data. Unselected fields keep their local values.": "选择要使用上游数据覆盖的字段。未选择的字段将保留其本地值。",
     "Select the models to keep in this channel.": "选择要在此渠道中保留的模型。",
+    "Select the task plugins installed on the upstream gateway": "选择上游网关已安装的任务插件",
     "Select theme preference": "选择主题偏好",
     "Select theme preset": "选择主题预设",
     "Select time granularity": "选择时间粒度",
@@ -5257,6 +5936,7 @@
     "selected": "已选择",
     "Selected {{count}}": "已选 {{count}} 个",
     "Selected {{selected}} / {{total}}": "已选 {{selected}} / {{total}}",
+    "Selected candidate": "已选中",
     "selected channel(s). Leave empty to remove tag.": "选定的渠道。留空以移除标签。",
     "Selected conflicts were overwritten successfully.": "选中的冲突已成功覆盖。",
     "Selected names are": "选中的名称是",
@@ -5268,7 +5948,6 @@
     "Send a request": "发送请求",
     "Send chat completions to the OpenAI-compatible /v1/chat/completions instead of the native Ollama /api/chat": "将对话补全请求发送至 OpenAI 兼容的 /v1/chat/completions，而不是 Ollama 原生的 /api/chat",
     "Send code": "发送验证码",
-    "Send email alerts when a user falls below this quota": "当用户低于此配额时发送电子邮件警报",
     "Send reset email": "发送重置邮件",
     "Send the original request body to upstream without conversion. Only available for native forwarding routes.": "将原始请求体不经转换直接发送到上游。仅原生转发路由可用。",
     "Sending...": "发送中...",
@@ -5284,10 +5963,14 @@
     "Server Log Management": "服务器日志管理",
     "Server logging is not enabled (log directory not configured)": "服务器日志功能未启用（未配置日志目录）",
     "Server Token": "服务器 Token",
+    "Server-side routing preview only; no model request or charge. Availability and session bindings may change the selected channel.": "仅在服务器计算路由顺序，不发送模型请求、不计费。实际选择还受可用性和会话绑定影响。",
     "Service account JSON file(s)": "服务账号 JSON 文件",
+    "Service status": "渠道服务状态",
+    "Service support provided by Crash Workshop Cloud Computing": "由破碎工坊云计算提供服务支持",
     "Session": "会话",
     "Session behavior": "会话保持",
     "Session behavior prevents switching channels": "会话保持设置阻止切换渠道",
+    "Session defaults": "会话默认设置",
     "Session expired!": "会话已过期！",
     "Session expired?": "会话已过期？",
     "Session rule": "会话规则",
@@ -5296,6 +5979,7 @@
     "Session rules table": "会话规则表格",
     "Session signed out": "已退出此会话",
     "Sessions & Access": "会话与访问",
+    "Sessions and retries": "会话与重试",
     "Set": "设置",
     "Set a discount rate for a specific recharge amount threshold.": "为特定的充值金额阈值设置折扣率。",
     "Set a secure password (min. 8 characters)": "设置安全密码（最少 8 个字符）",
@@ -5311,6 +5995,7 @@
     "Set prices for each set of conditions below. Cost = usage × unit price + additional charge. Token prices are per million tokens.": "为下方不同条件分别填写价格。费用 = 用量 × 单价 + 加收费用；Token 单价按每百万 Token 填写。",
     "Set prices for each set of conditions below. Cost = usage × unit price + fixed fee. Token prices are per million tokens.": "为下方不同条件分别填写价格。费用 = 用量 × 单价 + 固定费用；Token 单价按每百万 Token 填写。",
     "Set Project to io.cloud when creating/selecting key": "创建/选择密钥时将项目设置为 io.cloud",
+    "Set public aliases and visibility for each group. Hidden groups are excluded from the public status API.": "为每个分组设置公开别名和展示开关。隐藏的分组不会出现在公开状态页或接口中。",
     "Set quota amount and limits": "设置令牌可用额度和数量",
     "Set Request Header": "设置请求头",
     "Set runtime request header: override entire value, or manipulate comma-separated tokens": "设置运行期请求头：可直接覆盖整条值，也可对逗号分隔的 token 做处理",
@@ -5330,7 +6015,11 @@
     "Setting updated successfully": "设置更新成功",
     "Settings": "设置",
     "Settings & Preferences": "设置与偏好",
+    "Settings take effect after saving the API key.": "需保存密钥后设置才会生效。",
+    "Settings updated": "设置已更新",
     "Settings updated successfully": "设置更新成功",
+    "Settled attempt total": "已结算尝试合计",
+    "Settled by the task usage expression": "按任务用量表达式结算",
     "Setup expired. Scan the new QR code and save the new backup codes.": "设置已过期，请扫描新的二维码并保存新的备用码。",
     "Setup guide": "设置引导",
     "Setup guide complete": "设置引导已完成",
@@ -5359,6 +6048,8 @@
     "Show or hide flow columns": "显示或隐藏分流列",
     "Show preview": "显示预览",
     "Show prices in currency instead of quota.": "以货币而非配额显示价格。",
+    "Show publicly": "对用户展示",
+    "Show recent degradation tag": "显示近期降智标签",
     "Show selected models in model square": "在模型广场显示所选模型",
     "Show sensitive data": "显示敏感数据",
     "Show setup guide": "显示设置引导",
@@ -5379,6 +6070,7 @@
     "Sign In": "登录",
     "Sign in now": "立即登录",
     "Sign in required": "需要登录",
+    "Sign in to bind an account": "绑定操作需要登录",
     "Sign in with Passkey": "使用 Passkey 登录",
     "Sign out": "登出",
     "Sign out other sessions": "退出其他会话",
@@ -5404,37 +6096,47 @@
     "Simulation context is missing.": "缺少模拟所需的上下文。",
     "Simulation time": "模拟时间",
     "Since previous sample": "自上次采样以来",
-    "Single .js file, up to 1 MiB. Its source is shown below before upload.": "单个 .js 文件，最大 1 MiB。上传前会在下方显示其源码。",
+    "Single .js file, up to 8 MiB. Its source is shown below before upload.": "单个 .js 文件，最大 8 MiB。上传前会在下方显示其源码。",
     "Single Key": "单密钥",
     "Site & Branding": "站点与品牌",
     "Site currency ({{currency}})": "站点货币（{{currency}}）",
     "Site Key": "站点密钥",
     "Site URL": "网站地址",
+    "Size {{size}}": "大小 {{size}}",
     "Size:": "大小：",
     "sk_xxx or rk_xxx": "sk_xxx 或 rk_xxx",
     "Skip async task polling delay": "跳过异步任务轮询延迟",
+    "Skip non-Astra requests too": "非 Astra 请求也跳过",
+    "Skip pre-consumption when the wallet balance and limited API key balance both exceed this amount. Set to 0 to always pre-consume. Subscriptions and asynchronous tasks always reserve quota.": "钱包余额和有限额的 API 令牌余额都超过此金额时，跳过预扣。设为 0 则始终预扣。订阅和异步任务始终预留额度。",
     "Skip retry on failure": "失败后不重试",
     "Skip SMTP TLS certificate verification": "跳过 SMTP TLS 证书验证",
+    "Skip suspected degraded groups": "跳过疑似降智分组",
     "Skip to Main": "跳到主内容",
+    "Skip Upstream TLS Verification": "忽略上游证书校验",
     "Slug": "标识符",
     "Slug can only contain letters, numbers, hyphens, and underscores": "Slug 只能包含字母、数字、连字符和下划线",
     "Slug is required": "Slug 不能为空",
     "Slug must be less than 100 characters": "Slug 不能超过 100 个字符",
     "Smallest USD amount users can recharge (Epay)": "用户可以充值的最小美元金额 (Epay)",
-    "SMTP Email": "SMTP 邮箱",
     "SMTP encryption": "SMTP 加密方式",
     "SMTP Host": "SMTP 主机",
+    "SMTP server is not configured": "SMTP 服务器未配置",
     "smtp.example.com": "smtp.example.com",
     "socks5://user:pass@host:port": "socks5://user:pass@host:port",
     "Soft Errors": "软错误",
     "Some channels failed: {{errorMsg}}": "部分渠道失败：{{errorMsg}}",
+    "Some files could not be deleted ({{failed}}/{{total}})": "部分文件删除失败（{{failed}}/{{total}}）",
     "Some matching models are hidden or have no available channel.": "部分匹配模型已隐藏或暂无可用渠道。",
     "Some plugin information could not be read": "部分插件信息无法读取",
+    "Some services are degraded": "部分服务运行缓慢",
+    "Some services are unavailable": "部分服务出现中断",
     "Something went wrong!": "出现错误！",
     "Sonnet Model": "Sonnet 模型",
     "Sora": "Sora",
     "Sort": "排序",
     "Sort by ID": "使用 ID 排序",
+    "Sort by priority to drag channels": "按优先级排序后可拖拽渠道",
+    "Sort channels by": "渠道排序依据",
     "Sort Order": "排序",
     "Sort priority": "排序优先级",
     "Source": "来源",
@@ -5461,11 +6163,14 @@
     "Special visibility rules": "特殊可见性规则",
     "Specified time": "指定时间",
     "Speculative decoding acceptance rate": "推测解码接受率",
+    "Speed and stability use recent request statistics. Price ordering always uses your effective multiplier and does not depend on sample size.": "速度和稳定性参考近期请求统计。价格排序始终使用实际生效倍率，不受请求样本量影响。",
+    "Speed uses recent streaming model tests; stability uses request statistics. Price uses effective multipliers.": "速度依据近期流式模型测试，稳定性依据请求统计，价格依据实际生效倍率。",
     "Spend limited": "消费受限",
     "Spread HTTP/2 traffic across multiple reusable connections to the same upstream origin (1-8).": "将 HTTP/2 流量分散到同一上游源站的多条可复用连接（1-8）。",
     "SQLite stores all data in a single file. Make sure that file is persisted when running in containers.": "SQLite 将所有数据存储在单个文件中。在容器中运行时请确保该文件已持久化。",
     "SSL/TLS": "SSL/TLS",
     "SSRF Protection": "SSRF 保护",
+    "Stability first": "稳定优先",
     "stale": "失联",
     "Standard": "标准",
     "Standard price": "标准价格",
@@ -5484,11 +6189,13 @@
     "Started two-factor authentication setup": "开始设置两步验证",
     "STARTTLS": "STARTTLS",
     "State changed": "状态已变更",
+    "State parameter is empty or mismatched": "state 参数为空或不匹配",
     "State unchanged: {{status}}": "状态未变化：{{status}}",
     "Static page describing the platform.": "描述平台的静态页面。",
     "Statistical count": "统计计数",
     "Statistical quota": "统计配额",
     "Statistical tokens": "统计 Token 数",
+    "Statistics cover the last 24 hours. Groups without samples are fallbacks, ordered by your applicable billing ratio. No price cap is applied.": "统计窗口为最近24小时。无样本分组作为备选，按适用计费倍率排序；不额外限制价格。",
     "Statistics reset": "统计已重置",
     "Status": "状态",
     "Status & Sync": "状态与同步",
@@ -5496,8 +6203,10 @@
     "Status Code": "状态码",
     "Status Code Mapping": "状态码映射",
     "Status code mapping must use valid HTTP status codes": "状态码映射必须使用有效的 HTTP 状态码",
+    "Status data is temporarily unavailable": "暂时无法获取状态数据",
     "Status is outside the retry rules": "状态码未命中重试规则",
     "Status matches the retry rules": "状态码命中重试规则",
+    "Status page": "状态页",
     "Status Page Slug": "状态页面 Slug",
     "Status short": "状态",
     "Status:": "状态：",
@@ -5505,6 +6214,9 @@
     "Stay tuned though!": "敬请期待！",
     "Steer behaviour with a system instruction": "通过系统指令引导模型行为",
     "Step": "步骤",
+    "Step {{current}} of {{total}}: {{label}}": "第 {{current}} 步，共 {{total}} 步：{{label}}",
+    "Still pending addition": "仍待新增",
+    "Still pending removal": "仍待移除",
     "Stop": "停止",
     "Stop Retry": "停止重试",
     "Stop testing": "停止测试",
@@ -5520,6 +6232,7 @@
     "stream": "流",
     "Stream": "流",
     "Stream did not complete successfully": "流式输出未成功完成",
+    "Stream end": "流结束状态",
     "Stream Mode": "流式模式",
     "Stream Status": "流状态",
     "Stream tokens incrementally as they are generated": "在生成过程中按 token 逐步流式返回",
@@ -5533,8 +6246,11 @@
     "Stripe API key (leave blank unless updating)": "Stripe API 密钥（除非更新，否则留空）",
     "Stripe Dashboard": "Stripe 控制面板",
     "Stripe Gateway": "Stripe 网关",
+    "Stripe is not configured or key is invalid": "Stripe 未配置或密钥无效",
     "Stripe product price ID": "Stripe 产品价格 ID",
+    "Stripe webhook is not configured": "Stripe Webhook 未配置",
     "Stripe/Creem requires creating products on the third-party platform and entering the ID": "Stripe/Creem 需在第三方平台创建商品并填入 ID",
+    "StripePriceId is not configured for this plan": "该套餐未配置 StripePriceId",
     "Structured output": "结构化输出",
     "Submit": "提交",
     "Submit directly": "直接提交",
@@ -5553,9 +6269,13 @@
     "Subscription Management": "订阅管理",
     "Subscription Only": "仅用订阅",
     "Subscription plan creation and changes are locked until the administrator confirms compliance terms in Payment Gateway settings.": "管理员在支付网关设置中确认合规条款之前，订阅套餐的创建和修改会被锁定。",
+    "Subscription plan is not enabled": "套餐未启用",
+    "Subscription plan title cannot be empty": "套餐标题不能为空",
     "Subscription Plans": "订阅套餐",
     "Subscription plans do NOT use the bound Product — each plan has its own dedicated Pancake product, set in the Subscriptions admin (or auto-minted via the \"+ Create\" button there).": "订阅套餐不会使用已绑定的产品。每个套餐都有独立的 Pancake 产品，可在订阅管理中设置，或通过其中的“+ 创建”按钮自动生成。",
     "Subscription purchased successfully": "订阅购买成功",
+    "Subscription purchased with balance, plan: {{plan}}, payment amount: {{amount}}, quota deducted: {{quota}}": "使用余额购买订阅成功，套餐: {{plan}}，支付金额: {{amount}}，扣除额度: {{quota}}",
+    "Subscription purchased, plan: {{plan}}, payment amount: {{amount}}, payment method: {{method}}": "订阅购买成功，套餐: {{plan}}，支付金额: {{amount}}，支付方式: {{method}}",
     "Subscriptions": "订阅",
     "Subtract": "减少",
     "succeeded": "已成功",
@@ -5596,6 +6316,8 @@
     "Supports plugin extensions": "支持插件扩展",
     "Supports PNG, JPG, SVG, or WebP. Recommended size: 128×128 or smaller.": "支持 PNG、JPG、SVG 或 WebP，建议尺寸不超过 128×128。",
     "Surprise me": "给我惊喜",
+    "Suspected degradation": "疑似降智",
+    "Suspected model substitution": "疑似换模",
     "Sustained tokens per second": "持续每秒 Token 数",
     "Swap Face": "换脸",
     "Switch affinity on success": "成功后切换亲和",
@@ -5604,7 +6326,10 @@
     "Switch to visual editor": "切换到可视化编辑",
     "Switch to visual mode to add rules or apply templates.": "切换到可视化模式后，可添加规则或填充模板。",
     "Switch to visual pricing?": "切换到可视化定价？",
+    "Switched successfully": "换路成功",
+    "Switched to fallback group": "切换至备用分组",
     "Switching regenerates the expression from the price table and replaces its original formatting and tier names. Changes apply only after saving.": "切换后将根据价格表重新生成表达式，替换原始写法和档位名称。更改将在保存后生效。",
+    "Sync": "同步",
     "Sync Endpoint": "同步端点",
     "Sync Endpoints": "同步端点",
     "Sync Fields": "字段同步",
@@ -5635,8 +6360,10 @@
     "System constraint": "系统约束",
     "System data statistics": "系统数据统计",
     "System default": "系统默认",
+    "System error: {{error}}": "系统错误: {{error}}",
     "System Info": "系统信息",
     "System Information": "系统信息",
+    "System initialized successfully": "系统初始化成功",
     "System initialized successfully! Redirecting…": "系统初始化成功！正在重定向…",
     "System logo": "系统徽标",
     "System maintenance": "系统维护",
@@ -5662,6 +6389,7 @@
     "Table view": "表格视图",
     "Tag": "标签",
     "Tag Aggregate": "标签聚合",
+    "Tag cannot be empty": "标签不能为空",
     "Tag Mode": "标签模式",
     "Tag Name": "标签名称",
     "Tag set successfully": "标签设置成功",
@@ -5693,11 +6421,17 @@
     "Task Logs": "任务日志",
     "Task Plugin": "任务插件",
     "Task plugin *": "任务插件 *",
+    "Task plugin does not match": "任务插件不匹配",
     "Task plugin setting updated": "任务插件设置已更新",
+    "Task plugins": "任务插件",
     "Task Plugins": "任务插件",
     "Task pricing": "任务定价",
     "Task pricing must be converted manually using the task usage schema.": "任务定价需根据任务用量定义手动转换。",
     "Task pricing not configured": "尚未配置任务定价",
+    "Task timed out": "任务超时",
+    "Task timed out (a task left by the old system is not refunded; contact the administrator)": "任务超时（旧系统遗留任务，不进行退款，请联系管理员）",
+    "Task usage data is required to estimate this expression. Check the model's task plugin configuration.": "此表达式需要任务用量数据才能估算费用，请检查模型的任务插件配置。",
+    "Task usage metadata is unavailable. Pricing details cannot be displayed.": "缺少任务用量字段定义，暂时无法展示价格明细。",
     "Task usage prices are USD per declared unit. They are not token prices and are not divided by one million.": "任务用量价格以每个已声明单位的美元金额计价，不是 token 价格，也不会除以一百万。",
     "Task usage prices are USD per declared unit. Token fields use dollars per 1M tokens; the editor writes / 1000000 into the expression. Other units are not divided by one million.": "任务用量价格按声明单位以美元计。token 字段按每 100 万 token 的美元价输入，编辑器会在表达式中写入 / 1000000。其他单位不会除以一百万。",
     "Tasks currently pending or running.": "当前等待中或运行中的任务。",
@@ -5707,6 +6441,7 @@
     "Telegram authorization failed. Please try again.": "Telegram 授权失败，请重试。",
     "Telegram binding failed. Please try again.": "Telegram 绑定失败，请重试。",
     "Telegram binding is disabled.": "Telegram 绑定已禁用。",
+    "Telegram ID is empty!": "Telegram ID 为空！",
     "Telegram login has changed. Reload the page and start Telegram OAuth again.": "Telegram 登录方式已更新，请刷新页面并重新发起 Telegram OAuth 登录。",
     "Telegram Login Widget": "Telegram 登录小部件",
     "Telegram OAuth Client ID from BotFather": "BotFather 提供的 Telegram OAuth Client ID",
@@ -5725,17 +6460,22 @@
     "Test a model with a starter prompt, or write your own request below.": "使用入门提示词测试模型，或在下方编写自己的请求。",
     "Test all {{count}} models": "测试全部 {{count}} 个模型",
     "Test All Channels": "测试所有渠道",
+    "Test benchmark": "检测基准",
+    "Test candy": "检测糖果",
     "Test Channel Connection": "测试渠道连接",
     "Test channels, refresh balances, and enable/disable individual, batch, or tagged channels.": "测试渠道、刷新余额，并启用/禁用单个、批量或带标签的渠道。",
     "Test Connection": "测试连接",
     "Test connectivity for:": "测试连接性：",
     "Test failed": "测试失败",
+    "Test fingerprint": "检测指纹",
     "Test interval (minutes)": "测试间隔 (分钟)",
     "Test Latency": "测试延迟",
     "Test Mode": "测试模式",
     "Test Model": "测试模型",
     "Test models and prompts from the browser": "在浏览器中测试模型和提示词",
+    "Test pelican": "检测鹈鹕",
     "Test selected models": "测试所选模型",
+    "Test vision": "视觉检测",
     "Testing all enabled channels started. Please refresh to see results.": "测试所有启用的渠道已开始。请刷新以查看结果。",
     "Testing...": "测试中...",
     "Text": "文本",
@@ -5746,6 +6486,8 @@
     "Text Output": "文字输出",
     "Text to Video": "文生视频",
     "Text-only requests": "纯文本请求",
+    "The access token lacks the required permission": "访问令牌缺少所需权限",
+    "The access token lacks the required permission: {{scope}}": "访问令牌缺少所需权限：{{scope}}",
     "The action details are invalid.": "操作信息无效。",
     "The admin configured three groups and one special ratio rule:": "管理员配置了三个分组和一条特殊倍率规则：",
     "The admin wants vip users to pay even less when they use premium. That needs an override rule: in the override matrix, set the cell at row vip, column premium to 0.3.": "管理员希望 vip 用户使用 premium 时价格更低。这就需要一条覆盖规则：在覆盖矩阵中，把「行 vip、列 premium」的单元格填成 0.3。",
@@ -5762,8 +6504,10 @@
     "The button fills in this website and keeps any existing website addresses. Save changes on the settings page to apply.": "点击按钮会填入当前网站，并保留已有的网站地址。回到设置页保存后生效。",
     "The change succeeded, but the notification email could not be sent.": "变更已完成，但通知邮件发送失败。",
     "The changelog could not be fetched or parsed. Please try again.": "无法获取或解析更新日志，请重试。",
+    "The Classic frontend has been removed. The theme can only be set to default": "Classic 前端已移除，主题只能设置为 default",
     "The converted price must be a finite, non-negative number.": "换算后的价格必须是有限的非负数。",
     "The current setting could not be loaded. You can still enter the website domain yourself.": "暂时无法读取当前设置，你仍可以手动填写网站域名。",
+    "The current sign-in method does not support security verification": "当前认证方式不支持安全验证",
     "The deployment node that handled the requests": "处理请求的部署节点",
     "The downloaded source does not match the sha256 declared in the index. Do not install it.": "下载到的源码与索引声明的 sha256 不一致，请勿安装。",
     "The effective domain for Passkey registration. Must match the current domain or be its parent domain.": "用于 Passkey 注册的有效域。必须与当前域匹配或为其父域。",
@@ -5774,7 +6518,10 @@
     "The following models in the model redirect have not been added to the \"Models\" list and may fail during invocation due to missing available models:": "模型重定向里的下列模型尚未添加到\"模型\"列表，调用时会因为缺少可用模型而失败：",
     "The gateway rejected this plugin": "网关拒绝了该插件",
     "The index could not be fetched or parsed: {{message}}. The host may block cross-origin requests.": "索引无法拉取或解析：{{message}}。该主机可能禁止跨域请求。",
+    "The legacy token stops working on {{date}}. Create a new token to replace it.": "旧版令牌将于 {{date}} 停用，请创建新令牌替换。",
     "The login session that started this Telegram binding is no longer valid.": "发起此 Telegram 绑定的登录会话已失效。",
+    "The longest log time range must be at least 1 day": "日志最长时间范围至少为 1 天",
+    "The longest time range a user can view at once in the logs and on the dashboard, and the longest range any export can cover.": "用户在日志和数据看板中一次最多能查看的时间范围，也是每次导出的最长时间范围。",
     "The mapped upstream model(s)": "映射的上游模型",
     "The model routing configuration could not be verified.": "无法验证模型路由配置。",
     "The model that was requested": "被请求的模型",
@@ -5783,9 +6530,17 @@
     "The name displayed across the application": "在整个应用程序中显示的名称",
     "The new token will only be shown once. Copy it and store it securely.": "新令牌仅显示一次。请复制并妥善保存。",
     "The OAuth account does not match the account linked to your profile.": "此 OAuth 账号与已绑定的账号不一致。",
+    "The preset never adds groups. Customize the pool to add model rules.": "预设不会添加分组。请先自定义分组池，再添加模型规则。",
     "The public URL of your server, used for OAuth callbacks, webhooks, and other external integrations": "服务器的公开URL，用于OAuth回调、Webhook和其他外部集成",
+    "The rate uses the closest valid fingerprint: non-Astra results count as downgraded. Rounds without a valid fingerprint are excluded.": "按最相近的有效指纹统计：非 Astra 的结果计入降智，没有有效指纹的轮次不计入。",
+    "The ratio config API is not enabled": "倍率配置接口未启用",
     "The requested chat preset does not exist or has been removed.": "请求的聊天预设不存在或已被删除。",
     "The reset request stays disabled until a credit is available.": "没有可用次数时，重置请求会保持禁用。",
+    "The result was returned in the API response and was not saved as an artifact": "结果已在接口响应中返回，未保存为制品",
+    "The returned model is diagnostic metadata, not proof of the model that ran.": "上游返回模型仅供诊断，不能证明实际运行的模型身份。",
+    "The search pattern can contain at most 2 % wildcards": "搜索模式中最多允许包含 2 个 % 通配符",
+    "The search pattern cannot contain consecutive % wildcards": "搜索模式中不允许包含连续的 % 通配符",
+    "The server returned the following result. Unselected models remain pending.": "以下为服务器返回的处理结果，未勾选的模型仍保留为待处理项。",
     "The setup wizard will use this database during initialization.": "设置向导将在初始化过程中使用此数据库。",
     "The site exchange rate is invalid. Prices are shown in USD.": "站点汇率无效，价格以美元显示。",
     "The site is not available at the moment.": "该站点目前不可用。",
@@ -5794,9 +6549,11 @@
     "The sync will fetch missing models and vendors from the selected source. Existing records are updated only when you approve conflicts.": "同步将从选定的源获取缺失的模型和供应商。仅在您批准冲突时才会更新现有记录。",
     "The system always bills in USD. Site currency makes entering and converting prices easier; amounts are converted to USD using the site exchange rate. Switching currencies does not change the actual price. Raw billing expressions always use USD.": "系统底层统一使用美元计价。选择站点货币是为了方便输入和换算，金额会按站点汇率转换为美元。切换货币不会改变实际价格；原始计费表达式始终使用美元。",
     "The system currently uses: {{domain}}": "系统目前使用：{{domain}}",
+    "The system is already initialized": "系统已经初始化完成",
     "The task was accepted; submission cannot be replayed": "任务已接受，不能重复提交",
     "The Telegram authorization request is invalid or expired.": "Telegram 授权请求无效或已过期。",
     "The telegram OAuth provider name is reserved. Ask your administrator to rename the conflicting custom provider.": "telegram 是保留的 OAuth 提供方名称，请联系管理员重命名冲突的自定义提供方。",
+    "The time range cannot exceed {{days}} days": "时间跨度不能超过 {{days}} 天",
     "The token group that will have a custom ratio": "将具有自定义比例的令牌分组",
     "The token has no group, so it is billed as the user group vip, using the base ratio of vip.": "令牌未设置分组，因此按用户分组 vip 计费，使用 vip 的基础倍率。",
     "The two roles of a group": "分组的两种角色",
@@ -5805,6 +6562,7 @@
     "The unique name for this vendor": "此供应商的唯一名称",
     "The upstream address this plugin sends requests to. The plugin declares no default, so it must be filled in.": "插件发送请求的上游地址。该插件未声明默认地址，必须手动填写。",
     "The upstream channel that served the requests": "处理请求的上游渠道",
+    "The upstream key has unlimited quota. Turn on \"Allow querying user quota\" for this key on the upstream to see the real balance.": "上游令牌是无限额度，在上游为这个令牌开启“允许查询用户额度”后才能查到真实余额。",
     "The upstream natively supports all three protocols; every selected route is forwarded without conversion.": "上游原生支持三种协议，所选路由均不经转换直接转发。",
     "The upstream response is valid JSON, but it does not match the OpenAI credit_summary format. The channel balance was not updated.": "上游响应是有效 JSON，但不符合 OpenAI credit_summary 格式，渠道余额未更新。",
     "The upstream returned a model name different from both the requested and upstream models. Aliases or dated versions may also cause this; this warning alone does not prove model substitution.": "上游返回的模型名与请求模型、上游请求模型均不一致。模型别名或日期版本也可能导致差异，不能仅凭此警示认定模型被替换。",
@@ -5834,10 +6592,13 @@
     "Third-party plugin risk": "第三方插件风险",
     "Third-party source risk": "第三方源风险",
     "Third-party-only plugins become unavailable immediately. In-flight tasks will be handled by timeout cleanup.": "纯第三方插件将立即不可用，在途任务将由超时清理处理。",
+    "This {{provider}} account cannot be linked to an existing account automatically, please sign in or register another way and then link {{provider}} in account settings": "无法自动将该 {{provider}} 账户关联到现有账户，请使用其他方式登录或注册后，在账户设置中绑定 {{provider}}",
+    "This {{provider}} account has already been bound": "该 {{provider}} 账户已被绑定",
     "This action cannot be undone.": "此操作无法撤消。",
     "This action cannot be undone. This will permanently delete your account and remove all your data from our servers.": "此操作无法撤消。这将永久删除您的账户并从我们的服务器中移除您的所有数据。",
     "This action will permanently remove 2FA protection from your account.": "此操作将永久移除您账户的 2FA 保护。",
     "This announcement will be removed from the list.": "此公告将从列表中移除。",
+    "This API is deprecated": "该接口已废弃",
     "This API key has no quota limit. Requests still require available wallet or subscription quota.": "此令牌不限额，请求仍受钱包余额或订阅额度约束。",
     "This API shortcut will be removed from the list.": "此 API 快捷方式将从列表中移除。",
     "This base URL points at a private or local network host. Make sure it is an upstream you control.": "该 Base URL 指向内网或本机地址，请确认这是你可控的上游服务。",
@@ -5846,6 +6607,8 @@
     "This changelog is not available in your language. Showing English.": "此更新日志暂无当前语言版本，现显示英文。",
     "This channel has no configured models.": "该渠道没有配置模型。",
     "This channel is not an Ollama channel.": "该渠道不是 Ollama 渠道。",
+    "This channel is not in multi-key mode": "该渠道不是多密钥模式",
+    "This channel serves the models of every selected plugin. The upstream New API gateway must have the same plugins installed.": "此渠道将提供所选每个插件的模型。上游 New API 网关必须安装相同的插件。",
     "This channel type does not support fetching models": "此渠道类型不支持获取模型",
     "This channel type requires additional configuration": "此渠道类型需要填写额外配置",
     "This combination will be billed as free.": "此组合将免费计费。",
@@ -5858,6 +6621,7 @@
     "This email address is already in use.": "此邮箱地址已被使用。",
     "This email address is not allowed by the administrator's email policy.": "此邮箱地址不符合管理员设置的邮箱规则。",
     "This expression cannot be edited visually without losing information.": "此表达式无法无损转换为可视化编辑。",
+    "This expression cannot be expanded into a price table. View the original expression below.": "此表达式暂不支持展开为价格表，可查看下方原始表达式。",
     "This expression cannot be represented by the price table. Switching discards the entire expression, including request rules, and resets all prices to zero. Configure prices before saving.": "价格表无法表示此表达式。切换后将丢弃整个表达式（包括请求规则），并将所有价格重置为零。请重新配置价格后再保存。",
     "This expression cannot be represented by the price table. You can switch to visual editing by confirming that the expression will be discarded.": "价格表无法表示此表达式。确认丢弃表达式后，仍可切换到可视化编辑。",
     "This expression cannot be simulated in the browser.": "此表达式无法在浏览器中模拟。",
@@ -5867,6 +6631,7 @@
     "This external account is already bound.": "此第三方账户已被绑定。",
     "This FAQ entry will be removed from the list.": "此 FAQ 条目将从列表中移除。",
     "This feature is experimental. Configuration format and behavior may change.": "此功能为实验性功能。配置格式和行为可能会发生变化。",
+    "This feature requires signing in to the dashboard": "此功能需要登录面板后使用",
     "This field does not support wildcards or regular expressions.": "这里不支持通配符或正则表达式。",
     "This historical record predates audit-info tracking and cannot be backfilled. The current instance already records server IP, callback IP, payment method, and system version for new top-ups going forward.": "该条历史记录缺少审计字段。当前版本已支持记录服务器 IP、回调 IP、支付方式与系统版本等审计信息；这些字段仅会写入后续新产生的记录，历史记录无法自动补齐。",
     "This identifier is sent to the payment backend when creating an order. Use alipay for Alipay, wxpay for WeChat Pay, stripe for Stripe. Custom values must be supported by your payment provider.": "创建订单时会把这个标识提交给支付后端。支付宝填 alipay，微信填 wxpay，Stripe 填 stripe。自定义值必须是支付服务支持的标识。",
@@ -5879,11 +6644,11 @@
     "This model has both fixed price and ratio billing conflicts": "此模型同时存在固定价格和比例计费冲突",
     "This model has both fixed-price and ratio settings. Saving the current mode will rewrite the conflicting fields.": "该模型同时存在固定价格和比例设置。保存当前模式会重写冲突字段。",
     "This model has both fixed-price and token-price settings. Saving the current mode will rewrite the conflicting fields.": "该模型同时存在固定价格和按 token 价格设置。保存当前模式会重写冲突字段。",
-    "This model has different image request multipliers across channels. Use separate billing model names to convert them.": "此模型在不同渠道上的图片请求倍率不同，请使用独立的计费模型名分别转换。",
     "This model has provider-specific billing and must be converted manually.": "此模型使用供应商专用计费逻辑，需手动转换。",
     "This model is billed by usage, but the administrator has not configured its pricing yet.": "此模型按用量计费，但管理员尚未配置价格。",
     "This model is not available in any group, or no group pricing information is configured.": "此模型在任何分组中均不可用，或未配置分组定价信息。",
     "This month": "本月获得",
+    "This OAuth provider still has linked users and cannot be deleted. Unbind all users first.": "该 OAuth 提供商还有用户绑定，无法删除。请先解除所有用户绑定。",
     "This OpenRouter Claude price derives cache-write usage from upstream cost and must be converted manually.": "此 OpenRouter Claude 定价根据上游费用反推缓存写入用量，需要手动转换。",
     "This operation is only supported for vLLM channels": "此操作仅支持 vLLM 渠道",
     "This operation is only supported for vLLM or SGLang channels": "此操作仅支持 vLLM 或 SGLang 渠道",
@@ -5899,8 +6664,13 @@
     "This route discovers upstream OpenAI models and cannot be split or matched by client model rules.": "此路由用于发现上游 OpenAI 模型，不能拆分或使用客户端模型规则匹配。",
     "This route is used only by channel management to discover upstream models.": "此路由仅供渠道管理获取上游模型。",
     "This route is used only by channel management to query the upstream balance.": "此路由仅供渠道管理查询上游余额。",
+    "This rule does not have include_rule_name enabled, so its cache cannot be cleared by rule": "该规则未启用 include_rule_name，无法按规则清空缓存",
+    "This sends 32 independent Meow probes per enabled Astra channel. Upstream costs are paid by the platform. Existing tasks will not be duplicated. Please allow at least 5 minutes between rounds.": "每个已启用的 Astra 渠道发送 32 次独立 meow 检测请求，费用由平台承担。不会重复创建已有任务，两轮至少间隔 5 分钟。",
+    "This sends up to 3 independent requests per enabled Astra channel. Upstream costs are paid by the platform, not customer tokens. Existing tasks will not be duplicated. Please allow at least 5 minutes between rounds.": "将向每个启用的 Astra 渠道发送最多 3 次独立请求，上游费用由平台承担，不扣用户令牌额度。已有任务不会重复发送，两轮手动抽检至少间隔 5 分钟。",
     "This session will lose access immediately and must sign in again.": "此会话将立即失去访问权限，并且必须重新登录。",
     "This site currently has {{count}} models enabled": "本站当前已启用模型，总计 {{count}} 个",
+    "This slug conflicts with a built-in OAuth provider": "该 Slug 与内置 OAuth 提供商冲突",
+    "This slug is already in use": "该 Slug 已被使用",
     "This source does not publish a sha256 for this version, so the downloaded source cannot be pinned to what the source intended.": "该源未为此版本提供 sha256，因此无法确认下载到的源码与该源所发布的内容一致。",
     "This source lists no installable task plugins.": "该源未列出任何可安装的任务插件。",
     "This Telegram account is already bound.": "此 Telegram 账户已被绑定。",
@@ -5912,20 +6682,24 @@
     "This user account is disabled.": "此用户账户已被禁用。",
     "This user account no longer exists.": "此用户账户已不存在。",
     "this user group": "此用户分组",
+    "This user has no active subscription to this plan": "该用户没有有效的此套餐订阅",
     "This user has no bindings": "该用户无任何绑定",
+    "This user is already a common user": "该用户已经是普通用户",
+    "This user is already an administrator": "该用户已经是管理员",
     "This verification has already been used. Please verify again.": "此验证凭证已使用，请重新验证。",
     "This verification method is currently unavailable.": "此验证方式当前不可用。",
     "This verification method is not allowed for this action.": "此操作不允许使用该验证方式。",
     "This verification method requires its dedicated verification flow.": "此验证方式需要通过专用验证流程完成。",
     "This version is ignored": "已忽略此版本",
+    "This version is saved but not active. Activate it to replace the current version, or activate it later from the Versions tab.": "此版本已保存但尚未激活。激活后将替换当前版本，也可以稍后在插件详情的“版本”页中激活。",
     "This week": "本周",
     "This will append 2 template rules (Codex CLI and Claude CLI) to the existing rule list.": "这将在现有规则列表中追加 2 条模板规则（Codex CLI 和 Claude CLI）。",
     "This will clear custom pricing ratios and revert to upstream defaults.": "这将清除自定义定价比例并恢复到上游默认值。",
     "This will delete all": "这将删除所有",
+    "This will delete all <strong>used</strong>, <strong>disabled</strong>, and <strong>expired</strong> redemption codes.": "这将删除所有<strong>已使用</strong>、<strong>已禁用</strong>和<strong>已过期</strong>的兑换码。",
     "This will delete all channel affinity cache entries still in memory.": "这将删除内存中所有的渠道亲和性缓存条目。",
     "This will delete temporary cache files that have not been used for more than 10 minutes": "这将删除超过 10 分钟未使用的临时缓存文件",
     "This will extend the deployment by the specified hours.": "这将通过指定的小时数延长部署。",
-    "This will immediately invalidate your existing access token. Any applications or scripts using it will stop working.": "这会立即使现有访问令牌失效。任何正在使用它的应用程序或脚本都将停止工作。",
     "This will permanently delete all manually and automatically disabled channels. This action cannot be undone.": "这将永久删除所有手动禁用和自动禁用的渠道。此操作无法撤销。",
     "This will permanently delete API key": "这将永久删除 API 密钥",
     "This will permanently delete redemption code": "这将永久删除兑换码",
@@ -5995,18 +6769,25 @@
     "Token": "令牌",
     "token (unit)": "token",
     "Token Breakdown": "Token 明细",
+    "Token cache hit rate": "令牌缓存命中率",
+    "Token count exceeds the limit. Only exact search is allowed, do not use the % wildcard": "令牌数量超过上限，仅允许精确搜索，请勿使用 % 通配符",
     "Token Endpoint": "令牌端点",
     "Token Endpoint (Optional)": "Token 端点（可选）",
     "Token estimator": "Token 估算器",
     "Token group": "令牌分组",
+    "Token has expired and cannot be enabled. Please modify the expiration time or set it to never expire": "令牌已过期，无法启用，请先修改令牌过期时间，或者设置为永不过期",
     "Token has no group": "令牌未设置分组",
     "Token ID": "令牌 ID",
+    "Token ID or user ID is empty": "令牌 ID 或用户 ID 为空",
     "Token identifier": "令牌标识",
+    "Token IDs cannot be empty": "令牌 ID 不能为空",
     "Token Limits": "令牌限制",
     "Token management": "令牌管理",
     "Token Management": "令牌管理",
     "Token Mgmt": "令牌管理",
+    "Token name": "令牌名称",
     "Token Name": "令牌名称",
+    "Token name is too long": "令牌名称过长",
     "Token obtained from your Gotify application": "从您的 Gotify 应用程序获取的 Token",
     "Token operation details": "令牌操作详情",
     "Token or per-call pricing": "按 token 或按次计费",
@@ -6016,6 +6797,7 @@
     "Token price for creating cache entries.": "创建缓存条目的 token 价格。",
     "Token price for image input.": "图像输入 token 价格。",
     "Token prices": "Token 价格",
+    "Token quota is exhausted and cannot be enabled. Please modify the remaining quota or set it to unlimited": "令牌可用额度已用尽，无法启用，请先修改令牌剩余额度，或者设置为无限额度",
     "Token regenerated and copied to clipboard": "令牌已重新生成并复制到剪贴板",
     "Token scope": "令牌范围",
     "Token share by model author across the last 24 hours": "过去 24 小时内各厂商的 Token 占比",
@@ -6034,16 +6816,21 @@
     "Tokens Only": "仅限 Token",
     "Tokens per minute": "每分钟 Token 数",
     "Tokens since launch": "发布以来累计 Token",
+    "Tokens_usage": "Token",
     "Tokens-only mode will show raw quota values regardless of this toggle.": "Tokens-only 模式将无视此开关显示原始配额值。",
     "Too many active login sessions. On a device where you are already signed in, open Login sessions and use “Sign out other sessions” to revoke them. If you cannot access a signed-in device, reset your password to sign out all sessions.": "活跃登录会话数量已达上限。请在一台已登录的设备上打开“登录会话”，使用“退出其他登录会话”将其撤销。如果无法访问任何已登录设备，请重置密码以退出所有会话。",
     "Too many files. Some were not added.": "文件过多。部分未添加。",
     "Too many incorrect codes. Start email verification again.": "验证码错误次数过多，请重新开始邮箱验证。",
+    "Too many items in batch request, maximum is {{max}}": "批量请求数量过多，最多 {{max}} 条",
     "Too many login sessions were created recently. Please wait for the rolling window to pass, then try again.": "近期创建的登录会话过多。请等待滚动时间窗口结束后再试。",
     "Too many requests": "请求过于频繁",
     "Tool / function declarations the model may call": "模型可调用的工具 / 函数声明",
     "Tool identifier": "工具标识",
+    "Tool price \"{{name}}\" must be a finite non-negative number": "工具价格 \"{{name}}\" 必须是有限的非负数字",
+    "Tool price \"{{name}}\" must be a non-negative number": "工具价格 \"{{name}}\" 必须是非负数字",
     "Tool price settings": "工具价格设置",
     "Tool prices": "工具价格",
+    "Tool prices must be a JSON object": "工具价格必须是 JSON 对象",
     "Tool-choice policy or specific tool name": "工具选择策略或具体工具名",
     "Tools": "工具",
     "Top {{count}}": "前 {{count}}",
@@ -6057,15 +6844,24 @@
     "Top models by traffic": "流量最高的模型",
     "Top P": "Top P",
     "Top up balance and view billing history.": "充值余额并查看账单历史。",
+    "Top up, pay for subscriptions, check in, and transfer referral rewards.": "充值、支付订阅、签到和划转邀请奖励。",
     "Top Users": "热门用户",
     "Top vendors": "热门厂商",
     "Top-up": "充值",
+    "Top-up amount cannot be less than {{min}}": "充值数量不能小于 {{min}}",
+    "Top-up amount cannot exceed {{max}}": "充值数量不能大于 {{max}}",
     "Top-up amount options": "充值金额选项",
     "Top-up Audit Info": "充值审计信息",
     "Top-up group ratios": "充值分组比例",
+    "Top-up is processing, please try again later": "充值处理中，请稍后重试",
     "Top-Up Link": "充值链接",
+    "Top-up order does not exist": "充值订单不存在",
+    "Top-up quota exceeds the range the system can represent": "充值额度超出系统可表示范围",
+    "Top-up quota limit exceeded": "超出充值额度上限",
+    "Top-up quota must be greater than 0": "充值额度必须大于 0",
     "top-up ratio": "充值倍率",
     "Top-up ratio": "充值倍率",
+    "Topped up {{quota}} with a redemption code, code ID {{id}}": "通过兑换码充值 {{quota}}，兑换码ID {{id}}",
     "Topup Amount": "充值金额",
     "Total": "总计",
     "Total {{count}} records": "共 {{count}} 条记录",
@@ -6084,6 +6880,7 @@
     "Total invitation revenue": "总邀请收入",
     "Total Log Size": "日志总大小",
     "Total Quota": "总额度",
+    "Total quota cannot be negative": "总额度不能为负数",
     "Total quota included in the plan, usable per billing period. 0 means unlimited.": "套餐包含的总额度，每个计费周期可用；0 表示不限量",
     "Total requests allowed per period. 0 = unlimited.": "每周期允许的总请求数。0 = 无限制。",
     "Total requests made": "总请求数",
@@ -6104,11 +6901,13 @@
     "Transfer": "转移",
     "Transfer Amount": "转移金额",
     "Transfer failed": "转账失败",
+    "Transfer failed {{error}}": "划转失败 {{error}}",
     "Transfer Rewards": "转移奖励",
     "Transfer successful": "转账成功",
     "Transfer to Balance": "转移到余额",
     "Translation": "翻译",
     "Transparent Billing": "透明计费",
+    "Transport error": "传输失败",
     "Trend": "趋势",
     "Trending down": "下降趋势",
     "Trending up": "上升趋势",
@@ -6130,6 +6929,8 @@
     "TTL (seconds)": "TTL（秒）",
     "Tune selection priority, testing, status handling, and request overrides.": "调整选择优先级、测试、状态处理和请求覆盖。",
     "Turnstile is enabled but site key is empty.": "Turnstile 已启用但站点密钥为空。",
+    "Turnstile token is empty": "Turnstile token 为空",
+    "Turnstile verification failed, please refresh and try again!": "Turnstile 校验失败，请刷新重试！",
     "Tutoring, learning aids, assessment": "辅导、学习辅助与测评",
     "Two-factor Authentication": "双重身份验证",
     "Two-Factor Authentication": "两步验证",
@@ -6143,13 +6944,18 @@
     "Type": "类型",
     "Type (common)": "类型（常用）",
     "Type *": "类型 *",
+    "Type <username/> to confirm": "输入 <username/> 以确认",
     "Type a command or search...": "输入命令或搜索...",
     "Type the confirmation text here": "在此输入确认文本",
     "Type-Specific Settings": "特定类型设置",
     "Type:": "类型：",
     "UI granularity only &mdash; data is still aggregated hourly": "仅 UI 粒度 &mdash; 数据仍按小时汇总",
     "Unable to build Passkey assertion": "无法生成 Passkey 断言",
+    "Unable to classify": "无法判定",
     "Unable to compare versions": "无法比较版本",
+    "Unable to confirm the update result": "无法确认更新结果",
+    "Unable to connect to {{provider}} server, please try again later": "无法连接至 {{provider}} 服务器，请稍后重试",
+    "Unable to create the Passkey credential": "无法创建 Passkey 凭证",
     "Unable to estimate price for this deployment.": "无法为该部署估算价格。",
     "Unable to generate chat link. Please contact your administrator.": "无法生成聊天链接。请联系您的管理员。",
     "Unable to load groups": "无法加载分组",
@@ -6163,15 +6969,22 @@
     "Unable to read clipboard": "无法读取剪贴板",
     "Unauthorized": "未授权",
     "Unauthorized Access": "未经授权的访问",
+    "Unauthorized, insufficient privileges": "无权进行此操作，权限不足",
+    "Unauthorized, invalid access token": "无权进行此操作，access token 无效",
+    "Unauthorized, invalid user info": "无权进行此操作，用户信息无效",
+    "Unauthorized, not logged in and no access token provided": "无权进行此操作，未登录且未提供 access token",
+    "Unauthorized, the access token has expired": "访问令牌已过期",
     "Unavailable": "无法展示",
     "Unbind": "解绑",
     "Unbind failed": "解绑失败",
     "Unbound {{provider}}": "已解绑 {{provider}}",
+    "Unbound successfully": "解绑成功",
     "Unchanged": "不变",
     "Underflow": "下溢",
     "Underground": "暗夜",
     "Understand how user groups, token groups, ratios, and special rules work together.": "了解用户分组、令牌分组、倍率和特殊规则如何共同生效。",
     "Understand image inputs alongside text": "在文本之外理解图像输入",
+    "Undo": "撤销",
     "Unexpected release payload": "意外的版本数据格式",
     "Unified API Gateway for": "统一 API 网关，服务于",
     "Unique identifier for this group.": "此组的唯一标识符。",
@@ -6184,14 +6997,22 @@
     "Units per USD": "每 USD 单位数",
     "Unknown": "未知",
     "Unknown device": "未知设备",
+    "Unknown OAuth provider": "未知的 OAuth 提供商",
+    "Unknown rule name": "未知规则名称",
+    "Unknown setting type: {{type}}": "未知的设置类型：{{type}}",
     "Unknown version": "未知版本",
     "Unlimited": "无限制",
     "Unlimited Quota": "无限配额",
+    "Unrecognized status code": "无法识别的状态码",
     "Unsaved changes": "未保存的更改",
     "Unset legacy prices use the billing engine defaults.": "未设置的旧模式价格使用计费引擎的默认值。",
     "Unset price": "未设置价格",
     "Unset price models": "未设置价格模型",
     "Unsupported account password hashing configuration.": "账户密码哈希配置不受支持。",
+    "Unsupported add mode": "不支持的添加模式",
+    "Unsupported operation": "不支持的操作",
+    "Unsupported payment channel": "不支持的支付渠道",
+    "Unsupported payment method": "不支持的支付方式",
     "Unsupported verification method: {{method}}": "不支持的验证方式：{{method}}",
     "Until": "至",
     "Untitled": "未命名",
@@ -6210,6 +7031,7 @@
     "Update Channel": "更新渠道",
     "Update channel configuration and click save when you're done.": "更新渠道配置，完成后点击保存。",
     "Update check timed out. Try again.": "检查更新超时，请重试。",
+    "Update completed": "更新完成",
     "Update configuration": "更新配置",
     "Update failed": "更新失败",
     "Update Model": "更新模型",
@@ -6217,8 +7039,10 @@
     "Update plan info": "更新套餐信息",
     "Update Provider": "更新提供商",
     "Update Redemption Code": "更新兑换码",
+    "Update results": "更新结果",
     "Update selected fields": "更新所选字段",
     "Update succeeded": "更新成功",
+    "Update successful": "更新成功",
     "Update the API key by providing necessary info.": "通过提供必要信息更新 New API 密钥。",
     "Update the configuration for this custom OAuth provider.": "更新此自定义OAuth提供商的配置。",
     "Update the redemption code by providing necessary info.": "通过提供必要信息更新兑换码。",
@@ -6238,6 +7062,8 @@
     "Updated a subscription plan": "更新了一个订阅计划",
     "Updated a vendor": "更新了一个供应商",
     "Updated At": "更新时间",
+    "Updated at {{time}} · refreshes every 15 seconds": "更新于 {{time}} · 每 15 秒刷新",
+    "Updated at {{time}} · refreshes every minute": "更新于 {{time}} · 每分钟自动刷新",
     "Updated channel {{name}} (ID: {{id}})": "更新渠道 {{name}}（ID: {{id}}）",
     "Updated channel status (ID: {{id}})": "更新渠道状态（ID: {{id}}）",
     "Updated daily": "每日更新",
@@ -6253,6 +7079,7 @@
     "Upgrade and enable": "升级并启用",
     "Upgrade available: v{{installed}} to v{{latest}}": "可升级：v{{installed}} → v{{latest}}",
     "Upgrade Group": "升级分组",
+    "Upgrade group does not exist": "升级分组不存在",
     "Upgrade plaintext SMTP connection with STARTTLS before authentication": "在身份验证前使用 STARTTLS 升级明文 SMTP 连接",
     "Upload": "上传",
     "Upload a JavaScript task platform plugin.": "上传 JavaScript 任务平台插件。",
@@ -6271,9 +7098,12 @@
     "Uploading...": "上传中...",
     "Upscale": "放大",
     "Upstream": "上游",
+    "Upstream attempts": "上游尝试与费用",
     "Upstream authentication": "上游认证方式",
+    "Upstream connection": "上游连接",
     "Upstream did not return reset credit details.": "上游未返回重置次数详情。",
     "Upstream JSON response": "上游 JSON 响应",
+    "Upstream model": "映射后的上游模型",
     "Upstream Model": "上游请求模型",
     "Upstream Model Detection Settings": "检测上游模型设置",
     "Upstream model detection task started. Track progress in System Info, then refresh to review staged updates.": "上游模型检测任务已开始。可在「系统信息」中查看进度，完成后刷新以查看待处理的更新。",
@@ -6290,6 +7120,7 @@
     "Upstream prices fetched successfully": "已成功获取上游价格",
     "Upstream protocol plan": "上游协议方案",
     "Upstream ratios fetched successfully": "上游比率获取成功",
+    "Upstream receives": "上游收到",
     "Upstream request failed": "上游请求失败",
     "Upstream Request ID": "上游请求 ID",
     "Upstream response": "上游响应",
@@ -6300,27 +7131,36 @@
     "Upstream Response (billing-usage-gemini)": "上游返回（billing-usage-gemini）",
     "Upstream Response (billing-usage-openai-estimated)": "上游返回（billing-usage-openai-estimated）",
     "Upstream Response (billing-usage-openai)": "上游返回（billing-usage-openai）",
+    "Upstream returned no usage": "上游无计费信息",
+    "Upstream returned no usage, so nothing was charged (possibly an upstream timeout)": "上游没有返回计费信息，无法扣费（可能是上游超时）",
     "upstream services integrated": "上游服务适配",
     "Upstream Task ID": "上游任务 ID",
+    "Upstream task not found": "上游找不到这个任务",
+    "Upstream task plugins": "上游任务插件",
+    "Upstream task timed out (over 1 hour)": "上游任务超时（超过1小时）",
     "Upstream Updates": "上游更新",
     "Upstream URL": "上游 URL",
     "Upstream URL must be a full URL": "上游 URL 必须是完整 URL",
+    "Upstream usage": "上游真实用量",
     "Upstream vendor missing": "上游缺少供应商信息",
     "uptime": "正常运行时间",
     "Uptime": "运行时间",
     "Uptime (30d)": "可用率 (30 天)",
     "Uptime (last 30 days)": "可用率（最近 30 天）",
     "Uptime Kuma": "Uptime Kuma",
+    "Uptime Kuma groups cannot exceed 20 entries": "Uptime Kuma分组数量不能超过20个",
     "Uptime Kuma groups saved successfully": "Uptime Kuma 组保存成功",
     "Uptime Kuma URL": "Uptime Kuma URL",
     "Uptime since": "运行时间始于",
     "URL": "URL",
     "URL is required": "URL 为必填项",
+    "URL must start with http:// or https://": "URL 必须以 http:// 或 https:// 开头",
     "URL to your logo image (optional)": "您的徽标图片 URL（可选）",
     "US dollar (USD)": "美元（USD）",
     "Usage": "用量",
     "Usage · {{price}}": "用量 · {{price}}",
     "Usage at a glance": "用量概览",
+    "Usage details": "用量明细",
     "Usage guide": "使用教程",
     "Usage logs": "使用日志",
     "Usage Logs": "使用日志",
@@ -6328,6 +7168,7 @@
     "Usage parameters": "用量参数",
     "Usage percentage": "已用比例",
     "Usage prices": "用量价格",
+    "Usage source": "用量来源",
     "Usage-based": "基于使用量",
     "Usage-based billing": "按用量计费",
     "Usage-based billing · price not configured": "按用量计费 · 尚未配置价格",
@@ -6341,7 +7182,9 @@
     "Use a different stable value for each instance, then restart the service.": "每个实例使用不同且稳定的值，然后重启服务。",
     "Use a Passkey from another website": "使用其他网站的通行密钥",
     "Use a path to append it to the channel Base URL, or enter a full URL to override the Base URL for this route.": "填写以 / 开头的路径时会自动拼接渠道 Base URL；填写完整 URL 时，此路由会直接使用该 URL。",
+    "Use access tokens to call the dashboard API from scripts. Each token only has the permissions you select.": "在脚本中调用面板 API 时使用访问令牌。每个令牌只拥有你勾选的权限。",
     "Use an HTTPS domain (or localhost for development) to configure Passkey.": "请通过 HTTPS 域名配置 Passkey；本地开发可使用 localhost。",
+    "Use at most 20 tags, each no longer than 40 characters.": "最多 20 个标签，每个标签不超过 40 个字符。",
     "Use authenticator code": "使用验证器代码",
     "Use backup code": "使用备用代码",
     "Use Bearer for all protocols": "所有协议统一使用 Bearer",
@@ -6352,6 +7195,7 @@
     "Use exact model names such as gpt-4o, or regex rules prefixed with re: such as re:^gemini-.": "可以填写 gpt-4o 这类精确模型名，也可以填写 re:^gemini- 这类以 re: 开头的正则规则。",
     "Use expression pricing when a dependent price is non-zero and its base price is zero.": "基础价格为零而关联价格非零时，请使用表达式定价。",
     "Use external tools to extend capabilities": "通过外部工具扩展能力",
+    "Use Mantle for supported Claude models and automatic prompt caching. Keep InvokeModel for older models and Amazon Nova.": "支持的 Claude 模型及自动提示缓存可使用 Mantle。旧模型和 Amazon Nova 请继续使用 InvokeModel。",
     "Use model-level expression": "沿用模型级表达式",
     "Use model-level pricing": "使用模型级价格",
     "Use one available reset credit for this channel. The reset request is sent only after confirmation.": "将为当前渠道使用 1 次可用重置次数。只有确认后才会发送重置请求。",
@@ -6366,7 +7210,9 @@
     "Use the existing token total": "使用现有 token 总长度",
     "Use the full-width table to scan prices, then select a row to edit it here.": "先在表格中快速浏览价格，然后选择一行在这里编辑。",
     "Use the group set on the token. If the token has no group, use the user group. The auto group tries the auto assignment order from top to bottom.": "使用令牌上设置的分组；令牌未设置分组时，使用用户分组。auto 分组会按自动分组顺序从上到下尝试。",
+    "Use the group set on the token. If the token has no group, use the user group. The auto group tries the configured groups from top to bottom.": "使用令牌设置的分组；令牌未设置分组时，使用用户分组。auto 分组会按配置顺序从上到下尝试各分组。",
     "Use the pricing group table to manage the ratio and whether the group appears in the token creation dropdown.": "使用定价分组表管理倍率，以及该分组是否出现在创建令牌的下拉框中。",
+    "Use the same priority as the highlighted channels": "与高亮渠道使用相同优先级",
     "Use this callback URL pattern when registering a custom OAuth provider.": "注册自定义 OAuth 提供商时使用此回调 URL 格式。",
     "Use this token for API authentication": "使用此令牌进行 API 身份验证",
     "Use tier(name, fixed(amount)) for a USD price per request. Group and request multipliers still apply.": "使用 tier(name, fixed(amount)) 设置以美元计价的每次请求价格。分组倍率和请求倍率仍然生效。",
@@ -6399,15 +7245,21 @@
     "User dashboard and quota controls.": "用户仪表板和配额控制。",
     "User deleted successfully": "用户删除成功",
     "User demoted to regular user successfully": "已成功降级为普通用户",
+    "User detection": "用户检测",
     "User disabled successfully": "用户禁用成功",
+    "User does not exist": "用户不存在",
     "User enabled successfully": "用户启用成功",
     "User Exclusive Ratio": "专属倍率",
     "User group": "用户分组",
     "User Group": "用户分组",
     "User group name": "用户分组名称",
+    "User group will be reverted to {{group}}": "用户分组将回退到 {{group}}",
+    "User group will be upgraded to {{group}}": "用户分组将升级到 {{group}}",
     "User Group: {{ratio}}x": "用户分组：{{ratio}}x",
     "User groups that can access channels with this tag": "可以访问带有此标签的渠道的用户分组",
     "User groups that can access this channel. ": "可以访问此渠道的用户组。",
+    "User has been banned": "用户已被封禁",
+    "User has been deleted": "用户已注销",
     "User ID": "用户 ID",
     "User ID Field": "用户ID字段",
     "User ID:": "用户 ID：",
@@ -6417,25 +7269,36 @@
     "User Menu": "用户菜单",
     "User personal functions": "用户个人功能",
     "User promoted to admin successfully": "已成功提升为管理员",
+    "User registration failed or user ID retrieval failed": "用户注册失败或用户ID获取失败",
     "User selectable": "用户可选",
     "User Subscription Management": "用户订阅管理",
     "User updated successfully": "用户更新成功",
     "User Verification": "用户验证",
     "User-Agent include (one per line)": "User-Agent include（每行一个）",
     "Username": "用户名",
+    "Username already exists or has been deleted": "用户名已存在，或已注销",
     "Username confirmation does not match": "用户名确认不匹配",
     "Username Field": "用户名字段",
+    "Username must be {{max}} characters or fewer": "用户名长度不能超过{{max}}个字符",
     "Username or Email": "用户名或电子邮件",
+    "Username or password is incorrect, or user has been banned": "用户名或密码错误，或用户已被封禁",
     "Users": "用户",
+    "Users call": "用户调用",
     "Users call the model on the left. The platform forwards the request to the upstream model on the right.": "用户调用左侧的模型。平台将请求转发给右侧的上游模型。",
+    "Users can download their own logs from the usage log page. Administrators can always export.": "用户可以在使用日志页面下载自己的日志。管理员始终可以导出。",
     "Users in {{group}}": "{{group}} 分组的用户",
     "Users must wait for a successful drawing before upscales or variations.": "用户必须等待成功的绘图完成，才能进行放大或变体。",
     "Users of vip, when billed as premium, pay ratio": "vip 分组的用户，按 premium 计费时，倍率用",
     "Users only see groups marked as user selectable. Non-selectable groups can still be assigned by administrators.": "用户只能看到标记为用户可选的分组。不可选分组仍可由管理员分配。",
     "uses": "使用次数",
+    "Uses the group Astra fingerprint and pelican checks; other models have not been individually tested. Off by default.": "依据分组的 Astra 指纹和鹈鹕检测，不代表其他模型经过单独检测。默认关闭。",
+    "Uses the group Astra fingerprint and vision checks; other models have not been individually tested. Off by default.": "依据分组的 Astra 指纹和图片识别检测，不代表其他模型经过单独检测。默认关闭。",
     "Using built-in or default pricing": "使用内置或默认定价",
     "Using the complete global Auto order ({{count}} groups)": "正在使用完整全局 Auto 顺序（{{count}} 个分组）",
     "v{{installed}} is installed but this source does not list it. Installing replaces it with v{{target}}.": "当前已安装 v{{installed}}，但该源未列出此版本。安装将把它替换为 v{{target}}。",
+    "Valid probes {{count}}": "有效样本 {{count}}",
+    "Valid probes {{count}}/3": "有效探针 {{count}}/3",
+    "Validate Astra upstream model": "校验 Astra 上游模型",
     "Validity": "有效期",
     "Validity Period": "有效期",
     "Value": "值",
@@ -6471,6 +7334,7 @@
     "Vendors still have {{count}} linked model records. Transfer or clear their assignments first.": "供应商仍有关联的 {{count}} 条模型记录，请先转移或清除归属。",
     "Verification code": "验证码",
     "Verification Code": "验证码",
+    "Verification code is incorrect or has expired": "验证码错误或已过期",
     "Verification code must be 6 digits": "验证码必须是 6 位数字",
     "Verification code sent! Please check your email.": "验证码已发送！请检查您的电子邮件。",
     "Verification code updates every 30 seconds.": "验证码每 30 秒更新一次。",
@@ -6482,14 +7346,26 @@
     "Verification failed. Please try again.": "验证失败，请重试。",
     "Verification flow expired": "验证流程已过期",
     "Verification is not configured properly": "验证未正确配置",
+    "Verification method": "验证方式",
     "Verification proof was not returned": "服务端未返回验证凭证",
     "Verification required to reveal the saved key.": "需要验证才能显示已保存的密钥。",
     "Verification scope is missing": "缺少验证范围",
+    "Verified": "已校验",
     "Verify": "验证",
     "Verify again before retrying this action.": "重试此操作前，请重新验证。",
     "Verify and Sign In": "验证并登录",
     "Verify routing with Playground or your client": "使用 Playground 或你的客户端验证路由",
     "Verify Setup": "验证设置",
+    "Verify to create administrator": "验证后创建管理员",
+    "Verify to delete user": "验证后删除用户",
+    "Verify to demote user": "验证后降级用户",
+    "Verify to disable user": "验证后禁用用户",
+    "Verify to enable user": "验证后启用用户",
+    "Verify to promote user": "验证后提升用户",
+    "Verify to reset 2FA": "验证后重置 2FA",
+    "Verify to reset Passkey": "验证后重置 Passkey",
+    "Verify to unbind account": "验证后解绑账号",
+    "Verify to update user credentials": "验证后更新用户凭据",
     "Verify to view channel key": "验证后查看渠道密钥",
     "Verify upstream pricing": "请核实上游价格",
     "Verify your database connection": "验证数据库连接",
@@ -6505,6 +7381,8 @@
     "Vertex AI API Key mode does not support batch creation": "Vertex AI API Key 模式不支持批量创建",
     "Vertex AI does not support functionResponse.id. Enable this to remove the field automatically.": "Vertex AI 不支持 functionResponse.id 字段，开启后将自动移除该字段",
     "Vertex AI Key Format": "Vertex AI 密钥格式",
+    "Vertex AI keys for batch adding cannot be empty": "批量添加 Vertex AI 的密钥不能为空",
+    "Vertex AI Project ID": "Vertex AI 项目 ID",
     "Vertex AI service account key must be valid JSON": "Vertex AI 服务账号密钥必须是有效 JSON",
     "Video": "视频",
     "Video length in seconds": "视频时长（秒）",
@@ -6513,15 +7391,23 @@
     "Vidu": "Vidu",
     "View": "查看",
     "View all currently available models": "查看当前可用的所有模型",
+    "View all top-up records, subscription plans, and user subscriptions.": "查看所有充值记录、订阅套餐和用户订阅。",
+    "View all users' usage logs, statistics, and tasks.": "查看所有用户的使用日志、统计和任务。",
+    "View API keys and their settings without the full key.": "查看 API 密钥及其设置，不含完整密钥。",
     "View API token key": "查看 API 令牌密钥",
     "View API token keys in batch": "批量查看 API 令牌密钥",
     "View audit records from user and admin roles. Root records are always excluded.": "查看 user 和 admin 角色的审计记录，始终排除 root 级别记录。",
+    "View balance, top-up records, subscriptions, and referral information.": "查看余额、充值记录、订阅和邀请信息。",
     "View changelog source": "查看日志源文件",
     "View channel lists and details without secrets.": "查看不含密钥的渠道列表和详情。",
     "View channel secrets": "查看渠道密钥",
+    "View complete API keys.": "查看完整的 API 密钥。",
+    "View deployments and price estimates.": "查看部署和价格估算。",
     "View detailed information about this user including balance, usage statistics, and invitation details.": "查看此用户的详细信息，包括余额、使用统计和邀请详情。",
     "View details": "查看详情",
     "View document": "查看文档",
+    "View groups and prefill groups.": "查看分组和预填充分组。",
+    "View installed task plugins and their settings.": "查看已安装的任务插件及其设置。",
     "View issued reset credits, grant dates, and expiration.": "查看已发放的重置次数、发放日期和到期时间。",
     "View key for API token “{{name}}”": "查看 API 令牌「{{name}}」的密钥",
     "View logs": "查看日志",
@@ -6529,27 +7415,39 @@
     "View mode": "视图模式",
     "View model statistics and charts": "查看模型统计和图表",
     "View models": "查看模型",
+    "View models and vendors, and preview upstream sync.": "查看模型和供应商，并预览上游同步。",
     "View other accounts' audit logs": "查看其他账户审计日志",
+    "View Passkey, two-factor, and sign-in binding status.": "查看 Passkey、两步验证和登录绑定状态。",
+    "View performance, system tasks, and system information.": "查看性能、系统任务和系统信息。",
     "View Pricing": "查看定价",
     "View pricing for {{model}}": "查看 {{model}} 的定价",
+    "View redemption codes.": "查看兑换码。",
     "View scope": "查看范围",
+    "View system settings, custom OAuth providers, and price sync sources.": "查看系统设置、自定义 OAuth 提供商和价格同步来源。",
     "View the complete details for this": "查看此条",
     "View the complete details for this log entry": "查看此日志条目的完整详情",
     "View the complete details for this task": "查看此任务的完整详情",
     "View the complete error message and details": "查看完整错误信息与详情",
     "View the complete prompt and its English translation": "查看完整提示词及其英文翻译",
     "View the generated image": "查看生成的图片",
+    "View users, their sign-in bindings, and permission settings.": "查看用户及其登录绑定和权限设置。",
+    "View your profile, groups, and available models.": "查看个人资料、分组和可用模型。",
     "View your topup transaction records and payment history": "查看您的充值交易记录和付款历史",
+    "View your usage logs, statistics, tasks, and audit logs.": "查看你的使用日志、统计、任务和审计日志。",
     "Viewed channel key {{name}} (ID: {{id}})": "查看渠道密钥 {{name}}（ID: {{id}}）",
     "Violation Code": "违规代码",
     "Violation deduction amount": "违规扣费金额",
     "Violation Fee": "违规扣费",
+    "Violation fee charged": "已收取违规费用",
     "Violation Marker": "违规标记",
     "vip": "vip",
+    "VIP group": "VIP 分组",
     "VIP users with premium access": "拥有高级访问权限的 VIP 用户",
     "Visible": "可见",
     "Visible only to users with access to the model’s groups.": "仅向有权访问模型所属分组的用户展示。",
     "Vision": "视觉",
+    "Vision check · passes when the response contains 音响 or 音箱.": "图片识别：回复包含“音响”或“音箱”即通过。",
+    "Vision test": "图片识别检测",
     "Vision, image / video, document chat": "视觉理解、图像 / 视频、文档对话",
     "Visit Settings → General and adjust quota options...": "访问设置 → 通用并调整配额选项...",
     "Visitors must authenticate before accessing the pricing directory.": "访客必须先进行身份验证才能访问定价目录。",
@@ -6570,7 +7468,11 @@
     "vs. previous": "相较上期",
     "Waffo": "Waffo",
     "Waffo Aggregator Gateway": "Waffo 聚合网关",
+    "Waffo Pancake configuration is incomplete": "Waffo Pancake 配置不完整",
+    "Waffo Pancake credentials are not configured": "Waffo Pancake 凭证未配置",
     "Waffo Pancake Dashboard": "Waffo Pancake 控制台",
+    "Waffo Pancake is not configured or key is invalid": "Waffo Pancake 未配置或密钥无效",
+    "Waffo Pancake is not fully configured. Complete the gateway binding in payment settings first.": "Waffo Pancake 未完成配置，请先在支付设置中完成网关绑定",
     "Waffo Pancake MoR": "Waffo Pancake MoR",
     "Waffo Pancake Payment Gateway": "Waffo Pancake 支付网关",
     "Waffo Pancake product created": "Waffo Pancake 产品已创建",
@@ -6579,8 +7481,10 @@
     "Waffo Pancake settings saved": "Waffo Pancake 设置已保存",
     "Waffo Payment": "Waffo 支付",
     "Waffo Payment Gateway": "Waffo 支付网关",
+    "Waffo payment is not enabled": "Waffo 支付未启用",
     "Waffo Public Key (Production)": "Waffo 公钥（生产）",
     "Waffo Public Key (Sandbox)": "Waffo 公钥（沙盒）",
+    "WaffoPancakeProductId is not configured for this plan": "该套餐未配置 WaffoPancakeProductId",
     "Waiting": "等待中",
     "Waiting for email...": "等待电子邮件...",
     "Waiting for two comparable samples. Counter resets restart the sampling window.": "等待两次可比较的采样，计数重置后将重新开始统计。",
@@ -6590,6 +7494,7 @@
     "Wallet Management": "钱包管理",
     "Wallet management and personal preferences.": "钱包管理和个人偏好设置。",
     "Wallet Only": "仅用钱包",
+    "Wallet pre-consume bypass threshold (USD)": "钱包免预扣门槛（美元）",
     "Wallet quota limit exceeded": "超出钱包额度范围",
     "Warning": "警告",
     "Warning: Base URL should not end with /v1. New API will handle it automatically. This may cause request failures.": "警告：基础 URL 不应以 /v1 结尾。New API 将自动处理它。这可能会导致请求失败。",
@@ -6614,9 +7519,11 @@
     "Webhook URL": "Webhook 地址",
     "Webhook URL (Production):": "Webhook URL（生产）：",
     "Webhook URL (Test):": "Webhook URL（测试）：",
+    "Webhook URL cannot be empty": "Webhook 地址不能为空",
     "Webhook URL:": "Webhook URL:",
     "Website is under maintenance!": "网站正在维护中！",
     "WeChat": "微信",
+    "WeChat ID is empty!": "微信 ID 为空！",
     "WeChat login QR code": "微信登录二维码",
     "WeChat Pay": "微信支付",
     "WeChat sign in": "微信登录",
@@ -6632,8 +7539,10 @@
     "Welcome back!": "欢迎回来！",
     "Welcome to our New API...": "欢迎使用我们的 New API...",
     "Well-Known URL": "Well-Known URL",
-    "Well-Known URL must start with http:// or https://": "知名 URL 必须以 http:// 或 https:// 开头",
+    "Well-Known URL must start with http:// or https://": "Well-Known URL 必须以 http:// 或 https:// 开头",
+    "What do you want to change?": "你想修改什么？",
     "What would you like to know?": "您想了解什么？",
+    "When a channel is disabled or re-enabled automatically, or a test of all channels finishes": "渠道被自动禁用或重新启用，或全部渠道测试完成时",
     "When a token uses the auto group, the system tries groups from top to bottom until it finds an available group.": "当令牌使用 auto 分组时，系统会按从上到下的顺序尝试，直到找到可用分组。",
     "When billed as {{group}}": "按 {{group}} 计费时",
     "When conditions match": "条件成立时",
@@ -6648,6 +7557,7 @@
     "When enabled, newly created tokens start in the first auto group.": "启用后，新创建的令牌将从第一个自动分组开始。",
     "When enabled, prompts are scanned before reaching upstream models.": "启用后，提示将在到达上游模型之前被扫描。",
     "When enabled, the store field will be blocked": "开启后将阻止 store 字段透传",
+    "When enabled, this API key can be used to check your account's remaining and used quota.": "开启后，可用这个令牌查询账户的剩余额度和已用额度。",
     "When enabled, users can pick this group when creating tokens.": "启用后，用户创建令牌时可以选择该分组。",
     "When enabled, violation requests will incur additional charges.": "开启后，违规请求将额外扣费。",
     "When enabled, zero-cost models also pre-consume quota before final settlement.": "启用后，零成本模型也会在最终结算前预先消耗配额。",
@@ -6690,11 +7600,15 @@
     "You are running the latest version ({{version}}).": "您正在运行最新版本 ({{version}})。",
     "You can add models manually or try fetching again.": "可以手动添加模型，也可以重新获取。",
     "You can close this tab once the binding completes or a success message appears in the original window.": "绑定完成后或原窗口出现成功消息后，您可以关闭此标签页。",
+    "You can create at most {{count}} access tokens": "最多可创建 {{count}} 个访问令牌",
+    "You can create up to {{count}} access tokens": "最多可创建 {{count}} 个访问令牌",
     "You can manually add them in \"Custom Model Names\", click \"Fill\" and then submit, or use the operations below to handle automatically.": "你可以在\"自定义模型名称\"处手动添加它们，然后点击\"填入\"后再提交，或者直接使用下方操作自动处理。",
     "You can only check in once per day": "每日仅可签到一次，请勿重复签到",
     "You can still edit non-sensitive operations fields such as models, groups, priority, and weight.": "你仍可编辑模型、分组、优先级和权重等非敏感运维字段。",
+    "You cannot grant one or more of these permissions.": "你无法授予其中一项或多项权限。",
     "You commit not to use this system to implement, assist with, or indirectly implement acts that violate applicable laws and regulations, regulatory requirements, platform rules, public interests, or the lawful rights and interests of third parties.": "你承诺不会使用本系统实施、协助实施或间接实施违反适用法律法规、监管要求、平台规则、公共利益或第三方合法权益的行为。",
     "You commit to using upstream APIs, accounts, keys, quotas, and service capabilities only within the scope of lawful authorization obtained from upstream service providers, model service providers, or relevant rights holders, and will not conduct unauthorized resale, trafficking, distribution, or other non-compliant commercialization.": "你承诺仅在从上游服务提供商、模型服务提供商或相关权利人处获得合法授权的范围内使用上游 API、账户、密钥、额度和服务能力，并不会进行未经授权的转售、倒卖、分发或其他不合规商业化行为。",
+    "You do not have permission to edit channels": "你没有编辑渠道的权限",
     "You do not have permission to edit sensitive channel settings.": "你没有权限编辑敏感渠道设置。",
     "You do not have permission to perform this action.": "你没有执行此操作的权限。",
     "You don't have necessary permission": "您没有必要的权限",
@@ -6722,7 +7636,6 @@
     "Your new backup codes are ready": "您的新备份代码已准备就绪",
     "Your Referral Link": "您的推荐链接",
     "Your setup guide is collapsed so usage stays in focus.": "设置引导已收起，让用量信息保持在焦点位置。",
-    "Your system access token for API authentication. Keep it secure and don't share it with others.": "您的系统访问令牌，用于 API 认证。请妥善保管，不要与他人分享。",
     "Your Telegram Bot Token": "您的 Telegram 机器人令牌",
     "Your transaction history will appear here": "您的交易历史会显示在这里",
     "Your Turnstile secret key": "您的 Turnstile 密钥",
@@ -6732,278 +7645,10 @@
     "Zhipu GLM": "智谱GLM",
     "Zhipu V4": "智谱 V4",
     "Zoom": "缩放",
-    "Channel error": "渠道错误",
-    "Unrecognized status code": "无法识别的状态码",
-    "Correct the invalid settings before saving.": "请修正无效配置后再保存。",
-    "Upstream connection": "上游连接",
-    "Local check": "本地检查",
-    "Responses WebSocket": "Responses WebSocket",
-    "Cross-group retry": "跨分组重试",
-    "Request policy decisions": "请求策略决策",
-    "Candidate channels": "候选渠道",
-    "Candidate list truncated; at most 100 candidates are stored per attempt.": "候选列表已截断；每次尝试最多保存 100 条。",
-    "Copy request ID": "复制请求 ID",
-    "Request information": "请求基本信息",
-    "Affinity correlation": "亲和关联标识",
-    "Not provided": "未提供",
-    "Filter related requests": "筛选关联请求",
-    "Identifier source": "标识来源",
-    "Requested model": "请求模型",
-    "Upstream model": "映射后的上游模型",
-    "Returned model": "上游返回模型",
-    "The returned model is diagnostic metadata, not proof of the model that ran.": "上游返回模型仅供诊断，不能证明实际运行的模型身份。",
-    "Reasoning effort": "推理强度",
-    "HTTP status": "HTTP 状态",
-    "Stream end": "流结束状态",
-    "Correlation key": "关联键",
-    "Priority and weight selection": "按优先级与权重选择",
-    "No available channel": "没有可用渠道",
-    "Eligible candidate": "符合选择条件",
-    "Selected candidate": "已选中",
-    "Excluded by priority": "未进入本次优先级",
-    "Affinity cache hit": "命中亲和缓存",
-    "Affinity candidate unavailable": "亲和候选不可用",
-    "Fixed channel not found": "指定渠道不存在",
-    "Channel disabled": "渠道已停用",
-    "Switched to fallback group": "切换至备用分组",
-    "Request path not supported": "不支持请求端点",
-    "Task plugin does not match": "任务插件不匹配",
-    "Responses WebSocket not supported": "不支持 Responses WebSocket",
-    "Channel no longer exists": "渠道已不存在",
-    "Exact model names only. Preferred groups run before the remaining pool. A successful session binding takes precedence.": "精确匹配模型名，优先分组先于池内其余分组。已有成功会话绑定优先。",
-    "Estimated usage": "估算用量",
-    "Attempt history unavailable": "尝试明细暂不可用",
-    "Preset: Astra prefers preferred-group": "预设：Astra 优先 preferred-group",
-    "Usage source": "用量来源",
-    "Collecting usage": "采集中",
-    "Model verification: pending": "等待模型确认",
-    "Upstream attempts": "上游尝试与费用",
-    "Server-side routing preview only; no model request or charge. Availability and session bindings may change the selected channel.": "仅在服务器计算路由顺序，不发送模型请求、不计费。实际选择还受可用性和会话绑定影响。",
-    "Group pool": "统一分组池",
-    "Inherit global Auto": "继承全局 Auto",
-    "Preview model": "预览模型",
-    "Upstream usage": "上游真实用量",
-    "Customize pool": "自定义分组池",
-    "Input / Output / Cache": "输入 / 输出 / 缓存读取",
-    "Verified": "已校验",
-    "Each consumed attempt is charged independently at the requested model price and its actual group ratio. The total below is a summary, not another charge.": "每次已消耗的尝试独立按请求模型价格及实际分组倍率计费。下方合计仅作汇总，不会再次扣费。",
-    "Model verification: unchecked": "模型校验未开启",
-    "Rejected without charge": "拒绝且未计费",
-    "/api/token/routing-preview": "/api/token/routing-preview",
-    "No available groups": "没有可用分组",
-    "Lower priority numbers run first. Equal priorities use round-robin. Removing a pool group also removes its rule references.": "优先级数字越小越先尝试，相同优先级轮询。删除池内分组会同时删除规则中的引用。",
-    "Not checked": "未校验",
-    "Model verification: accepted": "模型校验通过",
-    "Switched successfully": "换路成功",
-    "Rejected and charged": "拒绝但已计费",
-    "The preset never adds groups. Customize the pool to add model rules.": "预设不会添加分组。请先自定义分组池，再添加模型规则。",
-    "Pending settlement": "等待结算",
-    "Settled attempt total": "已结算尝试合计",
-    "Model preferences": "模型优先规则",
-    "Routing preview": "路由预览",
-    "Add model rule": "添加模型规则",
-    "Delete rule": "删除规则",
-    "Attempt status": "尝试状态",
-    "Inherit user group": "跟随用户分组",
-    "Invalid group pool or model rule": "分组池或模型规则无效，请检查空值、重复项、引用和数量上限",
-    "Billing group ratio": "计费分组倍率",
-    "Model rules": "模型规则",
-    "Auto-switch on Astra model mismatch": "Astra 模型不符时自动切换渠道",
-    "Model detection is always active. When off, mismatched results are delivered and logged. When on, mismatched results are rejected and a safe channel switch is attempted.": "始终检测返回模型。关闭时放行模型不符的结果并记录日志；开启时拦截模型不符的结果，并尝试安全切换渠道。",
-    "Each consumed attempt is charged independently, including rejected results.": "每次产生消耗的上游尝试独立计费，被拦截的结果也会计费。",
-    "Enable Astra auto-switch?": "开启 Astra 自动切换？",
-    "Rejected results still incur upstream usage charges. Switching sends another request that is charged separately, so one client request can incur multiple charges. If no safe switch is available, the request fails instead of delivering a mismatched result.": "被拦截的结果仍会产生上游消耗费用。切换渠道会发起新的请求并独立计费，因此一次客户端请求可能产生多笔费用。没有可安全切换的渠道时，请求会报错，不会交付模型不符的结果。",
-    "I understand the charges, enable and save": "我已知晓费用，开启并保存",
-    "Legacy Astra model guard (deprecated)": "旧版 Astra 渠道校验（已停用）",
-    "Astra auto-switch is now controlled by each API key. This legacy channel setting no longer affects requests.": "Astra 自动切换现由各 API 令牌单独控制，此旧版渠道设置不再影响请求。",
-    "Model mismatch allowed": "模型不符，已放行",
-    "Model verification: mismatch_allowed": "模型不符，已放行",
-    "Model verification: mismatch_rejected": "模型不符，已拦截",
-    "Model verification: switched_success": "切换后成功",
-    "Model verification: transport_error": "网络或上游传输失败",
-    "Transport error": "传输失败",
-    "Astra auto-switch and charges": "Astra 自动切换与费用说明",
-    "Existing API keys keep Astra auto-switch enabled; new keys default to off. Rejected results still incur usage charges, and every additional upstream attempt is charged separately. You can change this setting for each API key.": "已有 API 令牌保持开启 Astra 自动切换，新建令牌默认关闭。被拦截的结果仍按消耗计费，切换后的每次上游尝试也独立计费。你可以在各令牌设置中修改此开关。",
-    "Remind me next time": "下次提醒我",
-    "I understand": "我已知晓",
-    "Astra model detection": "Astra 模型检测",
-    "Compare the returned model with Astra and record the result. Detection alone does not reject responses. When disabled, response model checks and switching on model mismatch are off.": "对比上游返回的模型并记录检测结果。仅检测不会拦截响应；关闭后不校验返回模型，也不会因模型不符切换渠道。",
-    "Requires model detection. When off, responses are delivered normally. When on, mismatched responses are rejected and a safe channel switch is attempted.": "需先开启模型检测。关闭时正常返回结果；开启时拦截模型不符的响应，并尝试安全切换渠道。",
-    "Astra fingerprint sampling": "Astra 指纹抽检",
-    "Sampled downgrade rate": "抽检降智率",
-    "Probe availability": "探测可用率",
-    "{{suspect}} suspected / {{valid}} measured rounds": "疑似 {{suspect}} / 已测 {{valid}} 轮",
-    "Astra · {{hours}}h": "Astra · {{hours}} 小时",
-    "Availability · {{hours}}h": "可用性 · {{hours}} 小时",
-    "Every {{minutes}} minutes · 3 probes per channel": "每 {{minutes}} 分钟 · 每渠道 3 个探针",
-    "Availability check · every {{minutes}} minutes": "可用性检查 · 每 {{minutes}} 分钟",
-    "{{success}} / {{checks}} checks succeeded": "成功 {{success}} / 探测 {{checks}} 次",
-    "{{suspect}} suspected / {{valid}} conclusive rounds": "疑似 {{suspect}} / 有效 {{valid}} 轮",
-    "Sampling data unavailable": "抽检数据暂不可用",
-    "No enabled Astra channels": "暂无启用的 Astra 渠道",
-    "Automatic sampling paused": "自动抽检已暂停",
-    "Every 30 minutes · 3 probes per channel": "每 30 分钟 · 每渠道 3 个探针",
-    "Coverage {{sampled}}/{{total}} · inconclusive {{unclear}} · failed {{errors}}": "渠道覆盖 {{sampled}}/{{total}} · 不确定 {{unclear}} · 失败 {{errors}}",
-    "Experimental behavioral samples, not proof of model identity. Luna-like inconclusive rounds count as suspected downgrades; other inconclusive and failed rounds are excluded. Samples do not verify individual customer requests.": "实验性行为抽检，疑似不符不等于确认换模。至少 2 个有效探针且明显接近 Luna 的不确定轮次会计入降智率；其他不确定和失败轮次不计入。抽检不能证明每条用户请求的真实模型。",
-    "Recent sampling results": "最近抽检记录",
-    "Fingerprint matched": "指纹匹配",
-    "Suspected model substitution": "疑似换模",
-    "Inconclusive sample": "结果不确定",
-    "Sampling failed": "抽检失败",
-    "Sampling in progress": "抽检中",
-    "Valid probes {{count}}/3": "有效探针 {{count}}/3",
-    "Closest fingerprint": "最相近指纹",
-    "Score gap": "匹配分差",
-    "Sample all Astra channels": "抽检全部 Astra 渠道",
-    "Sampling queued. Results will refresh automatically.": "已安排抽检，结果会自动刷新。",
-    "This sends up to 3 independent requests per enabled Astra channel. Upstream costs are paid by the platform, not customer tokens. Existing tasks will not be duplicated. Please allow at least 5 minutes between rounds.": "将向每个启用的 Astra 渠道发送最多 3 次独立请求，上游费用由平台承担，不扣用户令牌额度。已有任务不会重复发送，两轮手动抽检至少间隔 5 分钟。",
-    "Confirm and sample": "确认并开始抽检",
-    "Astra sampling is disabled": "Astra 自动抽检已关闭",
-    "Please wait five minutes between sampling rounds": "请在两轮抽检之间至少等待 5 分钟",
-    "Service support provided by Crash Workshop Cloud Computing": "由破碎工坊云计算提供服务支持",
-    "Test pelican": "检测鹈鹕",
-    "Test fingerprint": "检测指纹",
-    "Manual detection uses your wallet balance.": "主动检测将消耗你的钱包额度。",
-    "Detection finished": "检测已完成",
-    "Detection in progress": "检测进行中",
-    "Charged": "实际扣费",
-    "Usage details": "用量明细",
-    "Detection could not be completed. Only measured usage is charged.": "检测未能完成，仅对已确认的实际用量计费。",
-    "Confirm paid detection": "确认付费检测",
-    "One channel, {{calls}} requests, group ratio {{ratio}}x.": "检测一个渠道，共 {{calls}} 次调用，分组倍率 {{ratio}}x。",
-    "Reserved": "预留额度",
-    "Charged by actual usage. Unused reservation is refunded; classification failures may still incur generation costs.": "按实际用量收费，未使用的预留额度会退回；分类失败仍可能产生模型生成费用。",
-    "Confirm and detect": "确认并检测",
-    "Normal": "正常",
-    "Suspected degradation": "疑似降智",
-    "Unable to classify": "无法判定",
-    "Pelican detection": "鹈鹕检测",
-    "Last 6 hours": "最近 6 小时",
-    "{{normal}} normal / {{degraded}} suspected / {{unknown}} unknown / {{failed}} failed": "正常 {{normal}} / 疑似 {{degraded}} / 不确定 {{unknown}} / 失败 {{failed}}",
-    "Every 30 minutes, one work per Astra channel.": "每 30 分钟，每个 Astra 渠道生成一份作品。",
-    "Recent detection results": "最近检测记录",
-    "User detection": "用户检测",
-    "Automatic detection": "自动检测",
-    "Preview work": "预览作品",
-    "Pelican work preview": "鹈鹕作品预览",
-    "No recent detections": "暂无近期检测",
-    "Non-Astra fingerprint": "降智（非 Astra）",
-    "{{downgraded}} downgraded / {{valid}} measured rounds": "降智 {{downgraded}} / 已测 {{valid}} 轮",
-    "The rate uses the closest valid fingerprint: non-Astra results count as downgraded. Rounds without a valid fingerprint are excluded.": "按最相近的有效指纹统计：非 Astra 的结果计入降智，没有有效指纹的轮次不计入。",
-    "Automatic detection: 15–60 minutes, adjusted when results change.": "自动检测：15–60 分钟，随状态变化调整。",
-    "Current interval: {{minutes}} minutes": "当前间隔：{{minutes}} 分钟",
-    "Current intervals: {{min}}–{{max}} minutes": "当前各渠道间隔：{{min}}–{{max}} 分钟",
-    "3 probes per channel.": "每个渠道每轮抽检 3 次。",
-    "One work per Astra channel.": "每个 Astra 渠道每轮生成一份作品。",
-    "Eicy relay status": "Eicy 的中转状态检测",
-    "Service status": "渠道服务状态",
-    "Live group status, model fingerprints and recent pelican works.": "查看分组状态、模型指纹与最近的鹈鹕测试作品。",
-    "Model fingerprint": "模型指纹",
-    "Not measured": "尚未检测",
-    "Downgrade rate · last 6 hours": "近 6 小时降智率",
-    "{{count}} measured rounds": "已检测 {{count}} 轮",
-    "Detection details": "检测详情",
-    "Recent pelican works": "最近的鹈鹕测试",
-    "Pelican sample {{number}}": "鹈鹕测试样例 {{number}}",
-    "Sample {{number}}": "样例 {{number}}",
-    "No pelican works yet": "暂无鹈鹕测试作品",
-    "Available models": "可用模型",
-    "{{normal}} / {{total}} groups operational": "{{normal}} / {{total}} 个分组运行正常",
-    "Updated at {{time}} · refreshes every minute": "更新于 {{time}} · 每分钟自动刷新",
-    "No recent data": "暂无近期数据",
-    "Manage display": "管理展示",
-    "Status page": "状态页",
-    "Public alias": "公开别名",
-    "Show publicly": "对用户展示",
-    "Open status page": "打开状态页",
-    "Set public aliases and visibility for each group. Hidden groups are excluded from the public status API.": "为每个分组设置公开别名和展示开关。隐藏的分组不会出现在公开状态页或接口中。",
-    "Display settings saved": "展示设置已保存",
-    "Reset detection records": "重置检测记录",
-    "Confirm reset": "确认重置",
-    "Detection records reset": "检测记录已重置",
-    "Reset fingerprint and pelican history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.": "确认重置 {{group}} 的指纹抽检和鹈鹕检测记录？统计将从零重新累计，重置前启动的检测完成后也不计入。扣费记录和其他分组不受影响。",
-    "Request and detection status by group": "各分组的请求与检测状态",
-    "Availability history": "探活记录",
-    "Last 18 checks": "近 18 次记录",
-    "Refresh in {{seconds}}s": "{{seconds}} 秒后刷新",
-    "Refreshing": "刷新中",
-    "Past": "过去",
-    "Every 15 minutes": "每 15 分钟探活",
-    "Updated at {{time}} · refreshes every 15 seconds": "更新于 {{time}} · 每 15 秒刷新",
-    "View on manxue.ai": "在 manxue.ai 查看",
-    "Average charged / 1M tokens": "平均实扣 / 1M tokens",
-    "Last 24 hours, all users. Actual charges divided by total input and output tokens. Historical average, not a price quote.": "最近24小时全站用户：实际扣费合计 ÷ 输入与输出 token 合计 × 100万。历史均价仅供参考，不代表当前报价。",
-    "Automatic group settings": "自动分组设置",
-    "Automatic grouping": "自动分组",
-    "Choose automatically: low cost, fast response or stability": "自动选择：低价、高速或稳定",
-    "Automatically choose from all groups you can access that support the requested model.": "从你有权使用、且支持请求模型的全部分组中自动选择。",
-    "Routing preference": "路由偏好",
-    "Low cost first": "低价优先",
-    "Fast response first": "高速优先",
-    "Stability first": "稳定优先",
-    "Prefer the lowest average actual charge per million tokens for this model over the last 24 hours.": "优先选择该模型近24小时每百万 token 平均实扣更低的分组。",
-    "Prefer the shortest average time to first token for this model.": "优先选择该模型平均首字响应更快的分组。",
-    "Prefer the highest recent request success rate for this model.": "优先选择该模型近期请求成功率更高的分组。",
-    "Allow recently degraded groups": "允许使用最近降智的渠道",
-    "Off by default. Exclude groups flagged by the latest valid quality checks within 6 hours. Unknown results remain eligible.": "默认关闭。排除近6小时内最新有效检测判定为降智的分组；暂无有效检测结果的分组仍可使用。",
-    "Statistics cover the last 24 hours. Groups without samples are fallbacks, ordered by your applicable billing ratio. No price cap is applied.": "统计窗口为最近24小时。无样本分组作为备选，按适用计费倍率排序；不额外限制价格。",
-    "Settings take effect after saving the API key.": "需保存密钥后设置才会生效。",
-    "Return to manual pool": "切回手动分组池",
-    "Retry a server error once in the same group, then switch and cool down for 10 minutes. A failed recovery probe switches immediately.": "遇到可重试服务错误时，在当前分组再试一次；仍失败则切换并冷却10分钟。到期回切首次失败即再次切走。",
-    "Request and cache statistics: last 24 hours": "请求与缓存统计：最近24小时",
-    "For reference only: insufficient request samples may cause very large errors in the average charge.": "仅供参考：请求样本不足时，平均实扣可能存在巨大误差。",
-    "Skip suspected degraded groups": "跳过疑似降智分组",
-    "Skip non-Astra requests too": "非 Astra 请求也跳过",
-    "Enabled by default for gpt-6-astra. Keep the last valid fingerprint and pelican conclusions until recovery or reset. Failed checks do not clear them.": "默认开启，仅对 gpt-6-astra 生效。分别保留指纹、鹈鹕的最新有效结论，直到有效恢复或管理员重置；检测失败不会清除结论。",
-    "Uses the group Astra fingerprint and pelican checks; other models have not been individually tested. Off by default.": "依据分组的 Astra 指纹和鹈鹕检测，不代表其他模型经过单独检测。默认关闭。",
-    "Prefer your lowest effective group multiplier, including personal overrides.": "按你的实际生效倍率从低到高选择，包括个人专属倍率。",
-    "Speed and stability use recent request statistics. Price ordering always uses your effective multiplier and does not depend on sample size.": "速度和稳定性参考近期请求统计。价格排序始终使用实际生效倍率，不受请求样本量影响。",
-    "Recent degradation": "近期降智",
-    "Personal rate": "专属",
-    "Personal group multipliers": "专属分组倍率",
-    "Final multipliers for all of this user’s keys. Zero is allowed. Removing an override restores the normal billing rules. Save separately below.": "对该用户所有密钥生效的最终倍率，允许为 0。删除覆盖后恢复原有计费规则，请使用下方按钮单独保存。",
-    "Final multiplier": "最终倍率",
-    "Choose distinct groups and finite, non-negative multipliers.": "请选择不重复的分组，并填写有限且不小于 0 的倍率。",
-    "Save personal multipliers": "保存专属倍率",
-    "Group tags": "分组标签",
-    "Manual labels only; they do not change pricing, permissions or routing. Save new groups before editing their tags.": "标签由管理员手动标注，不改变价格、权限或路由。新增分组需先保存，再设置标签。",
-    "Custom tag": "自定义标签",
-    "Add tag": "添加标签",
-    "Use at most 20 tags, each no longer than 40 characters.": "最多 20 个标签，每个标签不超过 40 个字符。",
-    "Show recent degradation tag": "显示近期降智标签",
-    "Automatic tag uses the latest valid Astra fingerprint or pelican result within 6 hours. Hiding it does not change routing or detection.": "自动标签依据近 6 小时内指纹或鹈鹕的最新有效结论。隐藏仅影响展示，不改变路由或检测。",
-    "Save group tags": "保存分组标签",
-    "不降智": "不降智",
-    "官Key": "官Key",
-    "伪官Key": "伪官Key",
-    "Pro池": "Pro池",
-    "Plus池": "Plus池",
-    "打野": "打野",
     "不稳定": "不稳定",
-    "Loading API key settings. The empty fields below are not the saved configuration.": "正在加载令牌设置，下方空白字段并非已保存的配置。",
-    "For Astra requests, skip groups whose latest valid fingerprint or pelican result indicates degradation. Failed checks do not replace valid results; each check must recover or be reset. Groups with no valid result remain eligible.": "Astra 请求会跳过最新有效指纹或鹈鹕检测为降智的分组。失败检测不覆盖有效结论，各项检测需恢复正常或由管理员重置；无有效检测历史的分组仍可使用。",
-    "Prefer recent streaming model-test results: latest valid first-token time per channel within 6 hours, averaged across the group. Untested groups rank last.": "按最近6小时同模型流式测试排序：取各渠道最新有效首字时间，再按分组平均。无有效测试的分组排在后面。",
-    "Speed uses recent streaming model tests; stability uses request statistics. Price uses effective multipliers.": "速度依据近期流式模型测试，稳定性依据请求统计，价格依据实际生效倍率。",
-    "Prefer recent streaming model-test results: latest valid first-token time per channel within 1 hour, averaged across the group. Untested groups rank last.": "按最近1小时同模型流式测试排序：取各渠道最新有效首字时间，再按分组平均。无有效测试的分组排在后面。",
-    "Meow quick test · 32 probes per channel.": "meow 快速检测 · 每个渠道 32 次请求。",
-    "Valid probes {{count}}": "有效样本 {{count}}",
-    "Meow strong evidence for Astra counts as matched; strong evidence for another model counts as downgraded. Inconclusive rounds are excluded. Pelican quality is assessed separately.": "meow 强指向 Astra 即为指纹通过；强指向其他模型才计入降级。证据不足的轮次不计入。鹈鹕能力表现独立评估。",
-    "This sends 32 independent Meow probes per enabled Astra channel. Upstream costs are paid by the platform. Existing tasks will not be duplicated. Please allow at least 5 minutes between rounds.": "每个已启用的 Astra 渠道发送 32 次独立 meow 检测请求，费用由平台承担。不会重复创建已有任务，两轮至少间隔 5 分钟。",
-    "Test benchmark": "检测基准",
-    "Meow benchmark · auxiliary": "Meow 模型基准 · 辅助",
-    "Meow results are auxiliary and do not affect the fingerprint downgrade rate.": "Meow 结果仅作辅助，不计入模型指纹降级率。",
-    "Recent benchmark results": "最近基准结果",
-    "ModelTrace · 3 independent probes per channel.": "ModelTrace · 每个渠道进行 3 次独立探测。",
-    "ModelTrace fingerprint": "ModelTrace 模型指纹",
-    "ModelTrace is the primary signal. Three valid probes, at least 80% candidate probability and a 0.5 score gap are required for classification. Other rounds are inconclusive. Probabilities are relative to the candidate bank.": "以 ModelTrace 指纹为主：3 次探测有效、候选概率至少 80% 且分差达到 0.5 才计入判定，其余为不确定。概率仅代表候选库内的相对归属。",
-    "Live group status, ModelTrace fingerprints and auxiliary Meow benchmarks.": "分组运行状态、ModelTrace 模型指纹与 Meow 辅助基准。",
-    "Reset fingerprint and benchmark history for {{group}}? Statistics restart from zero. Earlier runs stay excluded when they finish. Billing records and other groups are preserved.": "重置 {{group}} 的指纹和基准记录？统计将从零开始，此前任务完成后也不会计入。计费记录和其他分组不受影响。",
-    "Candy test": "糖果题测试",
-    "Passed": "通过",
-    "Not passed": "未通过",
-    "{{normal}} passed / {{degraded}} not passed / {{failed}} failed to run": "通过 {{normal}} / 未通过 {{degraded}} / 运行失败 {{failed}}",
-    "Candy question · one request per channel. Only an answer of 21 passes.": "每个渠道每轮请求 1 次，仅答案为 21 时通过。",
-    "Recent candy test results": "最近糖果题结果"
-  },
-  "Retry a server error once in the same group. Switch and cool down for 10 minutes only when a backup is available; otherwise keep the current group. Streaming and non-streaming cooldowns are separate.": "遇到服务错误时在当前分组重试一次。有可用备用组才切换并冷却10分钟，否则保留当前分组。流式与非流式请求的冷却互不影响。"
+    "不降智": "不降智",
+    "伪官Key": "伪官Key",
+    "官Key": "官Key",
+    "打野": "打野"
+  }
 }
diff --git a/web/src/i18n/static-keys.ts b/web/src/i18n/static-keys.ts
index eed8641..2b1c5b5 100644
--- a/web/src/i18n/static-keys.ts
+++ b/web/src/i18n/static-keys.ts
@@ -19,6 +19,9 @@ For commercial licensing, please contact support@quantumnous.com
 // Static translation keys that don't get picked up by the t('...') regex.
 // These cover dynamic labels (e.g. constants, configs) that are passed into t at runtime.
 export const STATIC_I18N_KEYS = [
+  '{{normal}} passed / {{degraded}} not passed / {{incomplete}} capability incomplete / {{failed}} failed to run',
+  'Task usage metadata is unavailable. Pricing details cannot be displayed.',
+  'This expression cannot be expanded into a price table. View the original expression below.',
   'This operation is only supported for vLLM or SGLang channels',
   'Invalid inference server address',
   'Channel type does not match the status endpoint',
@@ -72,7 +75,7 @@ export const STATIC_I18N_KEYS = [
   'Connect to Jimeng image and video generation services',
   'Connect to Vidu video generation services',
   'Connect to Submodel model services',
-  'Generate Doubao Seedance videos through Volcengine Ark',
+  'Connect to Doubao Seedance video and Seedream image generation through Volcengine Ark',
   'Connect to OpenAI Sora video generation services',
   'Access hosted model predictions through Replicate',
   'Access Codex using ChatGPT subscription credentials',
@@ -80,7 +83,7 @@ export const STATIC_I18N_KEYS = [
   "New API's flexible channel lets you configure upstream addresses and authentication per endpoint, choose native forwarding or supported protocol conversions, and configure model listing and balance queries independently",
   'Flexible integration',
   'Connect to model services through a Sub2API gateway',
-  'Connect to model services from another New API instance',
+  'Connect to New API model services with support for multiple task plugins',
   'SGLang',
   'Connect to self-hosted models served by SGLang',
   'SGLang server address, without /v1',
@@ -97,7 +100,6 @@ export const STATIC_I18N_KEYS = [
   'Realtime pricing must be converted manually.',
   'This OpenRouter Claude price derives cache-write usage from upstream cost and must be converted manually.',
   'Gemini and OpenAI audio prices differ for this model. Use separate billing model names to convert them.',
-  'This model has different image request multipliers across channels. Use separate billing model names to convert them.',
   // Image cache billing and legacy price conversion.
   'Image cache input price',
   'Image Cache',
@@ -212,8 +214,12 @@ export const STATIC_I18N_KEYS = [
 
   // Pricing constants
   'Name',
-  'Price: Low to High',
-  'Price: High to Low',
+  'Input Price: Low to High',
+  'Input Price: High to Low',
+  'Output Price: Low to High',
+  'Output Price: High to Low',
+  'Per-request Price: Low to High',
+  'Per-request Price: High to Low',
   'All Models',
   'Token-based',
   'Per Request',
@@ -812,10 +818,91 @@ export const STATIC_I18N_KEYS = [
   'Account binding',
   'Account unlinking',
   'Email confirmation code resend',
+  // Administrative step-up titles keyed by ManageUser action.
+  'Verify to disable user',
+  'Verify to enable user',
+  'Verify to promote user',
+  'Verify to demote user',
   // Model and vendor management labels.
   'Vendors',
   'Vendor management',
   'Vendor name and icon must not exceed 128 characters.',
   'Shown',
   'Not shown',
+  // Access token permission catalog labels and descriptions (served by the backend).
+  'View',
+  'Profile',
+  'View your profile, groups, and available models.',
+  'Change your display name and personal settings.',
+  'API keys',
+  'View API keys and their settings without the full key.',
+  'Create, edit, and delete API keys.',
+  'Reveal full keys',
+  'View complete API keys.',
+  'Usage',
+  'View your usage logs, statistics, tasks, and audit logs.',
+  'Wallet',
+  'View balance, top-up records, subscriptions, and referral information.',
+  'Top up, pay for subscriptions, check in, and transfer referral rewards.',
+  'Account security',
+  'View Passkey, two-factor, and sign-in binding status.',
+  'Includes changes that require security verification, such as password, two-factor settings, and account deletion.',
+  'Users',
+  'View users, their sign-in bindings, and permission settings.',
+  'Create, edit, disable, and delete users, and reset their security settings.',
+  'Billing management',
+  'View all top-up records, subscription plans, and user subscriptions.',
+  'Complete top-up orders and manage subscription plans and user subscriptions.',
+  'View models and vendors, and preview upstream sync.',
+  'Edit models and vendors, and sync them from upstream.',
+  'Deployments',
+  'View deployments and price estimates.',
+  'Create, edit, and delete deployments, and test connections.',
+  'Logs',
+  "View all users' usage logs, statistics, and tasks.",
+  'Redemption codes',
+  'View redemption codes.',
+  'Create, edit, and delete redemption codes.',
+  'Groups',
+  'View groups and prefill groups.',
+  'Create, edit, and delete prefill groups.',
+  'System settings',
+  'View system settings, custom OAuth providers, and price sync sources.',
+  'Change system settings and custom OAuth providers, and sync prices.',
+  'Task plugins',
+  'View installed task plugins and their settings.',
+  'Install, configure, test, and remove task plugins.',
+  'Operations',
+  'View performance, system tasks, and system information.',
+  'Run and manage maintenance tasks and performance settings.',
+  // Access token groups, expiry presets, form messages and audit templates.
+  'Personal',
+  'Administration',
+  'System',
+  '30 days',
+  '90 days',
+  '180 days',
+  '1 year',
+  'Custom',
+  'Never expires',
+  'Please enter a name',
+  'Name must be 64 characters or fewer',
+  'Choose a time at least one hour from now',
+  'Select at least one permission',
+  'Failed to load access tokens',
+  'Failed to save',
+  'Created an access token',
+  'Revoked an access token',
+  'Renamed an access token',
+  // Audit detail labels for access token grants and account operations.
+  '{{count}} permissions',
+  '{{count}} permissions are no longer available',
+  'Revoked access tokens',
+  'Verification method',
+  'Admin permissions updated',
+  'Provider ID',
+  // Channel priority ordering API errors.
+  'Channel priorities changed. Refresh and try again.',
+  'Invalid channel priority move',
+  'Channel priority is outside the sortable range',
 ] as const
diff --git a/web/src/lib/__tests__/dom-utils.test.ts b/web/src/lib/__tests__/dom-utils.test.ts
new file mode 100644
index 0000000..67956f3
--- /dev/null
+++ b/web/src/lib/__tests__/dom-utils.test.ts
@@ -0,0 +1,46 @@
+import { afterEach, beforeEach, describe, expect, test, vi } from 'vitest'
+
+import { applyFaviconToDom } from '../dom-utils'
+
+describe('applyFaviconToDom', () => {
+  beforeEach(() => {
+    vi.stubEnv('VITE_REACT_APP_FAVICON', '')
+  })
+
+  afterEach(() => {
+    document
+      .querySelectorAll('link[rel~="icon"]')
+      .forEach((link) => link.remove())
+    vi.unstubAllEnvs()
+  })
+
+  test('uses the configured logo when no site icon override exists', () => {
+    applyFaviconToDom('/logo.png')
+
+    expect(document.querySelector('link[rel="icon"]')).toHaveAttribute(
+      'href',
+      '/logo.png'
+    )
+  })
+
+  test('keeps the site icon when cached or refreshed logos are applied', () => {
+    vi.stubEnv('VITE_REACT_APP_FAVICON', '/custom-site-icon.png')
+
+    applyFaviconToDom('/cached-logo.png')
+    applyFaviconToDom('/fresh-logo.png')
+
+    const links = document.querySelectorAll('link[rel~="icon"]')
+    expect(links).toHaveLength(1)
+    expect(links[0]).toHaveAttribute('href', '/custom-site-icon.png')
+  })
+
+  test('leaves the current icon intact when a logo URL is malformed', () => {
+    applyFaviconToDom('/logo.png')
+    applyFaviconToDom('http://[')
+
+    expect(document.querySelector('link[rel="icon"]')).toHaveAttribute(
+      'href',
+      '/logo.png'
+    )
+  })
+})
diff --git a/web/src/lib/__tests__/lobe-icon.test.tsx b/web/src/lib/__tests__/lobe-icon.test.tsx
new file mode 100644
index 0000000..0fdff8e
--- /dev/null
+++ b/web/src/lib/__tests__/lobe-icon.test.tsx
@@ -0,0 +1,144 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { readFileSync } from 'node:fs'
+import { resolve } from 'node:path'
+import { runInNewContext } from 'node:vm'
+
+import { act, render, screen } from '@testing-library/react'
+import { describe, expect, it, vi } from 'vitest'
+
+import { getLobeIcon, getLobeIconNames } from '../lobe-icon'
+
+vi.mock('@lobehub/icons/es/Mistral/components/Color.js', () => {
+  throw new Error('Icon chunk unavailable')
+})
+
+describe('Lobe icons', () => {
+  it.each([
+    '/build/web/node_modules/@lobehub/icons/es/',
+    'D:\\a\\new-api\\web\\node_modules\\@lobehub\\icons\\es\\',
+  ])('includes icon variants when bundling from %s', (root) => {
+    // Vitest loads imports without applying Rspack's webpackInclude filter.
+    const source = readFileSync(
+      resolve(import.meta.dirname, '../lobe-icon.tsx'),
+      'utf8'
+    )
+    const comment = source.match(/\/\*\s*(webpackInclude:[\s\S]*?)\*\//)
+    expect(comment).not.toBeNull()
+    const { webpackInclude } = runInNewContext(
+      `({${comment?.[1]}})`,
+      {},
+      {
+        timeout: 1000,
+      }
+    ) as { webpackInclude: RegExp }
+    const separator = root.includes('\\') ? '\\' : '/'
+    const files = [
+      'OpenAI/components/Mono.js',
+      'Claude/components/Color.js',
+      'Gemini/components/Color.js',
+      'Gemma/components/Simple.js',
+      'LobeHub/components/Morden.js',
+      'OpenAI/index.js',
+      'OpenAI/components/Mono.d.ts',
+      'OpenAI/components/Unknown.js',
+    ]
+    const included = files.filter((file) =>
+      webpackInclude.test(root + file.replaceAll('/', separator))
+    )
+    expect(included).toEqual(files.slice(0, 5))
+  })
+
+  it('loads a named variant with its configured size and accessibility props', async () => {
+    render(
+      getLobeIcon('Claude.Color.size={32}.role="img".aria-label="Claude icon"')
+    )
+    expect(screen.getByText('C')).toHaveStyle({ width: '32px', height: '32px' })
+    const icon = await screen.findByRole('img', { name: 'Claude icon' })
+    expect(icon.tagName.toLowerCase()).toBe('svg')
+    expect(icon).toHaveAttribute('width', '32')
+    expect(icon).toHaveAttribute('height', '32')
+  })
+
+  it('updates the displayed icon when the name changes', async () => {
+    const { rerender } = render(
+      getLobeIcon('OpenAI.role="img".aria-label="OpenAI icon"', 24)
+    )
+    expect(
+      await screen.findByRole('img', { name: 'OpenAI icon' })
+    ).toHaveAttribute('width', '24')
+    rerender(
+      getLobeIcon('Gemini.Color.role="img".aria-label="Gemini icon"', 28)
+    )
+    expect(
+      await screen.findByRole('img', { name: 'Gemini icon' })
+    ).toHaveAttribute('width', '28')
+    expect(
+      screen.queryByRole('img', { name: 'OpenAI icon' })
+    ).not.toBeInTheDocument()
+  })
+
+  it('falls back to the base icon when the requested variant is unavailable', async () => {
+    render(getLobeIcon('OpenAI.Unknown.role="img".aria-label="OpenAI icon"'))
+    expect(
+      await screen.findByRole('img', { name: 'OpenAI icon' })
+    ).toBeVisible()
+  })
+
+  it.each(['Gemma.Simple', 'LobeHub.Morden'])(
+    'loads the %s variant that is not listed in the standard catalog flags',
+    async (name) => {
+      render(getLobeIcon(`${name}.role="img".aria-label="Special icon"`, 24))
+      expect(
+        await screen.findByRole('img', { name: 'Special icon' })
+      ).toHaveAttribute('height', '24')
+    }
+  )
+
+  it('keeps a sized placeholder when a chunk fails and accepts later size changes', async () => {
+    const { rerender } = render(getLobeIcon('Mistral.Color', 18))
+    await act(async () => {
+      await vi.dynamicImportSettled()
+    })
+    expect(screen.getByText('M')).toHaveStyle({ width: '18px', height: '18px' })
+    rerender(getLobeIcon('Mistral.Color', 36))
+    expect(screen.getByText('M')).toHaveStyle({ width: '36px', height: '36px' })
+  })
+
+  it('keeps placeholders for missing names and preserves custom icons', () => {
+    const { rerender } = render(getLobeIcon('NotAnInstalledIcon', 30))
+    expect(screen.getByText('N')).toHaveStyle({ width: '30px', height: '30px' })
+    rerender(getLobeIcon('  '))
+    expect(screen.getByText('?')).toBeVisible()
+    rerender(getLobeIcon('SGLang', 24))
+    expect(screen.getByRole('presentation', { hidden: true })).toHaveAttribute(
+      'width',
+      '24'
+    )
+    expect(getLobeIconNames()).toEqual(
+      expect.arrayContaining([
+        'OpenAI',
+        'Claude.Color',
+        'SGLang',
+        'Sub2API',
+        'Wan',
+      ])
+    )
+  })
+})
diff --git a/web/src/lib/__tests__/model-provider.test.ts b/web/src/lib/__tests__/model-provider.test.ts
new file mode 100644
index 0000000..ece1f05
--- /dev/null
+++ b/web/src/lib/__tests__/model-provider.test.ts
@@ -0,0 +1,69 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { describe, expect, it } from 'vitest'
+
+import { resolveModelProvider } from '../model-provider'
+
+describe('resolveModelProvider', () => {
+  it('maps the Cloudflare clef family', () => {
+    for (const model of [
+      'clef',
+      'clef:27b',
+      'clef:latest',
+      'clef:cloud',
+      'clef:27b-cloud',
+    ]) {
+      expect(resolveModelProvider(model)).toMatchObject({
+        name: 'Cloudflare',
+        icon: 'Cloudflare.Color',
+      })
+    }
+  })
+
+  it('maps NVIDIA families that do not carry the nvidia prefix', () => {
+    for (const model of [
+      'nv-embed-v1',
+      'nv-rerankqa-mistral-4b-v3',
+      'riva-translate-4b-instruct-v2',
+      'parakeet-tdt-0.6b-v2',
+      'canary-1b-v2',
+      'nemoretriever-parse',
+    ]) {
+      expect(resolveModelProvider(model)).toMatchObject({
+        name: 'NVIDIA',
+        icon: 'Nvidia.Color',
+      })
+    }
+  })
+
+  it('keeps existing matches', () => {
+    expect(resolveModelProvider('deepseek-chat')).toMatchObject({
+      name: 'DeepSeek',
+    })
+    expect(resolveModelProvider('gpt-4o')).toMatchObject({ name: 'OpenAI' })
+    expect(resolveModelProvider('glm-5.3')).toMatchObject({ name: 'Zhipu' })
+    expect(resolveModelProvider('nvidia/llama-3.3-70b-instruct')).toMatchObject(
+      { name: 'NVIDIA' }
+    )
+  })
+
+  it('returns null for unknown models', () => {
+    expect(resolveModelProvider('totally-unknown-model')).toBeNull()
+  })
+})
diff --git a/web/src/lib/__tests__/theme-color.test.tsx b/web/src/lib/__tests__/theme-color.test.tsx
new file mode 100644
index 0000000..b95b34b
--- /dev/null
+++ b/web/src/lib/__tests__/theme-color.test.tsx
@@ -0,0 +1,103 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { act, renderHook } from '@testing-library/react'
+import { afterEach, beforeEach, describe, expect, test, vi } from 'vitest'
+
+import { resolveThemeColor, useThemeColor } from '../theme-color'
+
+// jsdom does not resolve var() in computed styles, so stand in for the CSS
+// cascade: the dark class lives on <html> and the preset attribute on <body>,
+// as in theme.css and theme-presets.css.
+function cascadedForeground(): string {
+  if (document.body.getAttribute('data-theme-preset') === 'rose-garden') {
+    return 'rgb(80, 20, 40)'
+  }
+  return document.documentElement.classList.contains('dark')
+    ? 'rgb(245, 245, 245)'
+    : 'rgb(10, 10, 10)'
+}
+
+describe('useThemeColor', () => {
+  beforeEach(() => {
+    vi.spyOn(window, 'getComputedStyle').mockImplementation(
+      () => ({ color: cascadedForeground() }) as CSSStyleDeclaration
+    )
+    // jsdom has no canvas; the computed CSS color is returned as is.
+    vi.spyOn(HTMLCanvasElement.prototype, 'getContext').mockReturnValue(null)
+  })
+
+  afterEach(() => {
+    document.documentElement.classList.remove('dark')
+    document.body.removeAttribute('data-theme-preset')
+    vi.restoreAllMocks()
+  })
+
+  test('resolves the token for the current theme on mount', () => {
+    const { result } = renderHook(() => useThemeColor('--foreground'))
+
+    expect(result.current).toBe('rgb(10, 10, 10)')
+  })
+
+  test('re-resolves when the dark class is added to html', async () => {
+    const { result } = renderHook(() => useThemeColor('--foreground'))
+
+    await act(async () => {
+      document.documentElement.classList.add('dark')
+    })
+
+    expect(result.current).toBe('rgb(245, 245, 245)')
+  })
+
+  test('re-resolves when the theme preset attribute changes on body', async () => {
+    const { result } = renderHook(() => useThemeColor('--foreground'))
+
+    await act(async () => {
+      document.body.setAttribute('data-theme-preset', 'rose-garden')
+    })
+
+    expect(result.current).toBe('rgb(80, 20, 40)')
+  })
+})
+
+describe('resolveThemeColor', () => {
+  afterEach(() => {
+    vi.restoreAllMocks()
+  })
+
+  test('converts an oklch token to rgba through a canvas pixel', () => {
+    vi.spyOn(window, 'getComputedStyle').mockReturnValue({
+      color: 'oklch(0.965 0 0)',
+    } as CSSStyleDeclaration)
+    // Stand-in for the browser canvas: it accepts any CSS color as fillStyle
+    // and reports the painted pixel as sRGB bytes.
+    const context = {
+      fillStyle: '',
+      fillRect: vi.fn(),
+      getImageData: () => ({ data: [245, 245, 245, 255] }),
+    }
+    vi.spyOn(HTMLCanvasElement.prototype, 'getContext').mockReturnValue(
+      context as unknown as CanvasRenderingContext2D
+    )
+
+    const color = resolveThemeColor('--foreground')
+
+    expect(context.fillStyle).toBe('oklch(0.965 0 0)')
+    expect(color).toBe('rgba(245, 245, 245, 1.00)')
+  })
+})
diff --git a/web/src/lib/admin-permissions.ts b/web/src/lib/admin-permissions.ts
index b6e9ecb..d133b6a 100644
--- a/web/src/lib/admin-permissions.ts
+++ b/web/src/lib/admin-permissions.ts
@@ -113,3 +113,33 @@ export function normalizeAdminPermissions(
   }
   return normalized
 }
+
+// permissionMatrixToScopes lists the granted cells of a matrix as sorted
+// `resource:action` scope keys.
+export function permissionMatrixToScopes(
+  matrix: AdminPermissionMatrix
+): string[] {
+  const scopes: string[] = []
+  for (const [resource, actions] of Object.entries(matrix)) {
+    for (const [action, granted] of Object.entries(actions)) {
+      if (granted) scopes.push(`${resource}:${action}`)
+    }
+  }
+  return scopes.sort()
+}
+
+// scopesToPermissionMatrix is the inverse of permissionMatrixToScopes; keys
+// without a separator are ignored.
+export function scopesToPermissionMatrix(
+  scopes: readonly string[]
+): AdminPermissionMatrix {
+  const matrix: AdminPermissionMatrix = {}
+  for (const scope of scopes) {
+    const separator = scope.indexOf(':')
+    if (separator <= 0) continue
+    const resource = scope.slice(0, separator)
+    const action = scope.slice(separator + 1)
+    matrix[resource] = { ...matrix[resource], [action]: true }
+  }
+  return matrix
+}
diff --git a/web/src/lib/api.ts b/web/src/lib/api.ts
index 7df658e..586e216 100644
--- a/web/src/lib/api.ts
+++ b/web/src/lib/api.ts
@@ -69,6 +69,7 @@ export async function getUserGroups(): Promise<{
       has_personal_ratio?: boolean
       tags?: string[]
       recent_degraded?: boolean
+      vision_unavailable?: boolean
     }
   >
 }> {
diff --git a/web/src/lib/dom-utils.ts b/web/src/lib/dom-utils.ts
index 5f7aab1..38ee5af 100644
--- a/web/src/lib/dom-utils.ts
+++ b/web/src/lib/dom-utils.ts
@@ -17,15 +17,16 @@ along with this program. If not, see <https://www.gnu.org/licenses/>.
 For commercial licensing, please contact support@quantumnous.com
 */
 export function applyFaviconToDom(url: string) {
-  if (typeof document === 'undefined' || !url) return
+  const favicon = import.meta.env.VITE_REACT_APP_FAVICON || url
+  if (typeof document === 'undefined' || !favicon) return
   try {
-    const next = new URL(url, window.location.href).href
+    const next = new URL(favicon, window.location.href).href
     const existing =
       document.querySelectorAll<HTMLLinkElement>('link[rel~="icon"]')
     if (existing.length === 1 && existing[0].href === next) return
     const link = document.createElement('link')
     link.rel = 'icon'
-    link.href = url
+    link.href = favicon
     existing.forEach((l) => l.remove())
     document.head.appendChild(link)
   } catch {
diff --git a/web/src/lib/frontend-cache.ts b/web/src/lib/frontend-cache.ts
index 5409d2b..1b5c83b 100644
--- a/web/src/lib/frontend-cache.ts
+++ b/web/src/lib/frontend-cache.ts
@@ -16,10 +16,13 @@ along with this program. If not, see <https://www.gnu.org/licenses/>.
 
 For commercial licensing, please contact support@quantumnous.com
 */
+import { THEME_STORAGE_KEYS } from '@/lib/theme-storage'
+
 const FRONTEND_CACHE_VERSION = 'default-v1'
 const FRONTEND_CACHE_VERSION_KEY = 'newapi:default:cache-version'
 const PRESERVED_LOCAL_STORAGE_KEYS = new Set([
   FRONTEND_CACHE_VERSION_KEY,
+  ...Object.values(THEME_STORAGE_KEYS),
   'user',
   'uid',
   'aff',
diff --git a/web/src/lib/lobe-icon.tsx b/web/src/lib/lobe-icon.tsx
index b03c607..37b9047 100644
--- a/web/src/lib/lobe-icon.tsx
+++ b/web/src/lib/lobe-icon.tsx
@@ -25,14 +25,20 @@ For commercial licensing, please contact support@quantumnous.com
  * - Chained properties: "OpenAI.Avatar.type={'platform'}"
  * - Size parameter: getLobeIcon("OpenAI", 20)
  */
-import * as LobeIcons from '@lobehub/icons'
-import type React from 'react'
+import { toc } from '@lobehub/icons/es/toc'
+import {
+  lazy,
+  Suspense,
+  type ComponentType,
+  type LazyExoticComponent,
+  type ReactNode,
+} from 'react'
 
 import sglangLogo from '@/assets/brand-icons/sglang.svg'
 import { IconSub2api } from '@/assets/custom/icon-sub2api'
 import { IconWan } from '@/assets/custom/icon-wan'
 
-const CUSTOM_ICONS: Record<string, React.ComponentType<{ size?: number }>> = {
+const CUSTOM_ICONS: Record<string, ComponentType<{ size?: number }>> = {
   SGLang: (props) => (
     <img
       src={sglangLogo}
@@ -47,6 +53,36 @@ const CUSTOM_ICONS: Record<string, React.ComponentType<{ size?: number }>> = {
   Wan: IconWan,
 }
 
+const ICON_METADATA = new Map(toc.map((icon) => [icon.id, icon]))
+const ICON_VARIANTS = {
+  Avatar: 'hasAvatar',
+  Brand: 'hasBrand',
+  BrandColor: 'hasBrandColor',
+  Color: 'hasColor',
+  Combine: 'hasCombine',
+  Text: 'hasText',
+  TextCn: 'hasTextCn',
+  TextColor: 'hasTextColor',
+} as const
+const LAZY_ICONS = new Map<
+  string,
+  LazyExoticComponent<ComponentType<Record<string, unknown>>>
+>()
+
+function renderLobeIconFallback(
+  name: string,
+  size: number | string
+): ReactNode {
+  return (
+    <div
+      className='bg-muted text-muted-foreground flex items-center justify-center rounded-full text-xs font-medium'
+      style={{ width: size, height: size }}
+    >
+      {name.charAt(0).toUpperCase() || '?'}
+    </div>
+  )
+}
+
 /**
  * Parse a property value from string to appropriate type
  * @param raw - Raw string value
@@ -95,70 +131,52 @@ function parseValue(raw: string | undefined | null): string | number | boolean {
 export function getLobeIcon(
   iconName: string | undefined | null,
   size: number = 20
-): React.ReactNode {
-  if (!iconName || typeof iconName !== 'string') {
-    return (
-      <div
-        className='bg-muted text-muted-foreground flex items-center justify-center rounded-full text-xs font-medium'
-        style={{ width: size, height: size }}
-      >
-        ?
-      </div>
-    )
-  }
+): ReactNode {
+  const trimmedName = typeof iconName === 'string' ? iconName.trim() : ''
+  const fallback = renderLobeIconFallback(trimmedName, size)
+  if (!trimmedName) return fallback
 
-  const trimmedName = iconName.trim()
-  if (!trimmedName) {
-    return (
-      <div
-        className='bg-muted text-muted-foreground flex items-center justify-center rounded-full text-xs font-medium'
-        style={{ width: size, height: size }}
-      >
-        ?
-      </div>
-    )
-  }
-
-  // Parse component path and chained properties
   const segments = trimmedName.split('.')
   const baseKey = segments[0]
   const CustomIcon = CUSTOM_ICONS[baseKey]
-  if (CustomIcon) {
-    return <CustomIcon size={size} />
-  }
-  const BaseIcon = (LobeIcons as Record<string, unknown>)[baseKey] as
-    | Record<string, unknown>
-    | undefined
+  if (CustomIcon) return <CustomIcon size={size} />
 
-  let IconComponent: React.ComponentType<Record<string, unknown>> | undefined
-  let propStartIndex: number
+  const metadata = ICON_METADATA.get(baseKey)
+  if (!metadata) return fallback
 
-  if (BaseIcon && segments.length > 1 && BaseIcon[segments[1]]) {
-    IconComponent = BaseIcon[segments[1]] as React.ComponentType<
-      Record<string, unknown>
-    >
-    propStartIndex = 2
-  } else {
-    IconComponent = (LobeIcons as Record<string, unknown>)[baseKey] as
-      | React.ComponentType<Record<string, unknown>>
-      | undefined
-    propStartIndex = segments.length > 1 && /^[A-Z]/.test(segments[1]) ? 2 : 1
-  }
-
-  // Fallback if icon not found
+  const variantKey = segments[1] as keyof typeof ICON_VARIANTS
+  const variantFlag = ICON_VARIANTS[variantKey]
+  let variant: string =
+    variantFlag && metadata.param[variantFlag] ? variantKey : 'Mono'
+  // These published variants are not represented by the package's toc flags.
   if (
-    !IconComponent ||
-    (typeof IconComponent !== 'function' && typeof IconComponent !== 'object')
+    (baseKey === 'Gemma' && segments[1] === 'Simple') ||
+    (baseKey === 'LobeHub' && segments[1] === 'Morden')
   ) {
-    const firstLetter = trimmedName.charAt(0).toUpperCase()
-    return (
-      <div
-        className='bg-muted text-muted-foreground flex items-center justify-center rounded-full text-xs font-medium'
-        style={{ width: size, height: size }}
-      >
-        {firstLetter}
-      </div>
+    variant = segments[1]
+  }
+  const propStartIndex =
+    segments.length > 1 && /^[A-Z]/.test(segments[1]) ? 2 : 1
+  const cacheKey = `${baseKey}.${variant}`
+  let IconComponent = LAZY_ICONS.get(cacheKey)
+  if (!IconComponent) {
+    // Load the selected SVG variant, avoiding the brand index's Avatar/UI dependencies.
+    // Rspack applies webpackInclude before normalizing Windows path separators.
+    IconComponent = lazy(() =>
+      import(
+        /* webpackInclude: /[\\/]components[\\/](Mono|Avatar|Brand|BrandColor|Color|Combine|Text|TextCn|TextColor|Simple|Morden)\.js$/ */
+        `@lobehub/icons/es/${baseKey}/components/${variant}.js`
+      ).catch(() => ({
+        default: (props: Record<string, unknown>) =>
+          renderLobeIconFallback(
+            baseKey,
+            typeof props.size === 'number' || typeof props.size === 'string'
+              ? props.size
+              : 20
+          ),
+      }))
     )
+    LAZY_ICONS.set(cacheKey, IconComponent)
   }
 
   // Parse chained properties (e.g., "type={'platform'}", "shape='square'")
@@ -184,12 +202,23 @@ export function getLobeIcon(
     props.size = size
   }
 
-  return <IconComponent {...props} />
+  return (
+    <Suspense
+      fallback={renderLobeIconFallback(
+        baseKey,
+        typeof props.size === 'number' || typeof props.size === 'string'
+          ? props.size
+          : size
+      )}
+    >
+      <IconComponent {...props} />
+    </Suspense>
+  )
 }
 
 // The selector uses the same installed icon registry as the renderer.
 export function getLobeIconNames(): string[] {
-  const names = LobeIcons.toc.flatMap((icon) =>
+  const names = toc.flatMap((icon) =>
     icon.param.hasColor ? [icon.id, `${icon.id}.Color`] : [icon.id]
   )
   return [...new Set([...names, ...Object.keys(CUSTOM_ICONS)])].sort()
diff --git a/web/src/lib/model-provider.ts b/web/src/lib/model-provider.ts
index 3df4dd1..fe5cd19 100644
--- a/web/src/lib/model-provider.ts
+++ b/web/src/lib/model-provider.ts
@@ -42,7 +42,22 @@ const MODEL_PROVIDER_RULES: readonly ModelProviderRule[] = [
   {
     name: 'NVIDIA',
     icon: 'Nvidia.Color',
-    keywords: ['nvidia/', 'nvidia.', 'nemotron'],
+    keywords: [
+      'nvidia/',
+      'nvidia.',
+      'nemotron',
+      'nv-embed',
+      'nv-rerank',
+      'riva-',
+      'parakeet-',
+      'canary-',
+      'nemoretriever',
+    ],
+  },
+  {
+    name: 'Cloudflare',
+    icon: 'Cloudflare.Color',
+    keywords: ['clef'],
   },
   {
     name: 'OpenAI',
@@ -175,7 +190,7 @@ const MODEL_PROVIDER_RULES: readonly ModelProviderRule[] = [
     name: 'Meta',
     icon: 'Meta.Color',
     fallbackKeywords: ['meta-'],
-    keywords: ['meta-llama', 'llama-', 'llama2', 'llama3'],
+    keywords: ['meta-llama', 'meta/', 'muse-', 'llama-', 'llama2', 'llama3'],
   },
   {
     name: 'Cohere',
diff --git a/web/src/lib/secure-verification.ts b/web/src/lib/secure-verification.ts
index 898ee8f..a54f84a 100644
--- a/web/src/lib/secure-verification.ts
+++ b/web/src/lib/secure-verification.ts
@@ -20,6 +20,7 @@ import axios from 'axios'
 
 import {
   getServerErrorMessageKey,
+  getServerMessage,
   safeServerErrorMessage,
 } from './server-error-message'
 
@@ -45,7 +46,7 @@ export class AuthOperationError extends Error {
           (error.response && error.response.status >= 500
             ? 'Please try again later.'
             : undefined) ||
-          error.response?.data?.message ||
+          getServerMessage(error.response?.data) ||
           error.message ||
           fallback,
         error.response?.data?.code,
@@ -75,7 +76,9 @@ export async function authResult<T>(
     const { data: response } = await request
     if (!response.success || response.data === undefined) {
       throw new AuthOperationError(
-        getServerErrorMessageKey(response) || response.message || fallback,
+        getServerErrorMessageKey(response) ||
+          getServerMessage(response) ||
+          fallback,
         response.code
       )
     }
diff --git a/web/src/lib/server-error-message.test.ts b/web/src/lib/server-error-message.test.ts
index f3b1eb8..c2c8ea7 100644
--- a/web/src/lib/server-error-message.test.ts
+++ b/web/src/lib/server-error-message.test.ts
@@ -16,9 +16,14 @@ along with this program. If not, see <https://www.gnu.org/licenses/>.
 
 For commercial licensing, please contact support@quantumnous.com
 */
+import i18next from 'i18next'
 import { describe, expect, test } from 'vitest'
 
-import { getServerErrorMessageKey } from './server-error-message'
+import {
+  getServerErrorMessage,
+  getServerErrorMessageKey,
+  translateServerText,
+} from './server-error-message'
 
 describe('server error message mapping', () => {
   test('maps the active-session limit to recovery instructions', () => {
@@ -65,4 +70,52 @@ describe('server error message mapping', () => {
       })
     ).toBe(expected.TELEGRAM_BIND_INTERNAL_ERROR)
   })
+
+  test('translates message_key with message_params in the active language', async () => {
+    i18next.addResourceBundle('zhCN', 'translation', {
+      'Quota value exceeds valid range, maximum is {{max}}':
+        '额度超出有效范围，最大为 {{max}}',
+    })
+    await i18next.changeLanguage('zhCN')
+    try {
+      const data = {
+        success: false,
+        message: 'Quota value exceeds valid range, maximum is 100',
+        message_key: 'Quota value exceeds valid range, maximum is {{max}}',
+        message_params: { max: 100 },
+      }
+
+      expect(getServerErrorMessage(data)).toBe('额度超出有效范围，最大为 100')
+      expect(
+        getServerErrorMessage({ isAxiosError: true, response: { data } })
+      ).toBe('额度超出有效范围，最大为 100')
+    } finally {
+      await i18next.changeLanguage('en')
+    }
+  })
+
+  test('renders an untranslated message_key as English text', () => {
+    expect(
+      getServerErrorMessage({
+        success: false,
+        message: 'Channel 7 does not exist',
+        message_key: 'Channel {{id}} does not exist',
+        message_params: { id: 7 },
+      })
+    ).toBe('Channel 7 does not exist')
+  })
+
+  test('translates a backend source key and leaves upstream text as written', async () => {
+    i18next.addResourceBundle('zhCN', 'translation', {
+      'Task timed out': '任务超时',
+    })
+    await i18next.changeLanguage('zhCN')
+    try {
+      expect(translateServerText(i18next.t, 'Task timed out')).toBe('任务超时')
+      const upstream = 'upstream said {{bad}} and $t(Task timed out)'
+      expect(translateServerText(i18next.t, upstream)).toBe(upstream)
+    } finally {
+      await i18next.changeLanguage('en')
+    }
+  })
 })
diff --git a/web/src/lib/server-error-message.ts b/web/src/lib/server-error-message.ts
index 49f5726..e63b855 100644
--- a/web/src/lib/server-error-message.ts
+++ b/web/src/lib/server-error-message.ts
@@ -154,6 +154,35 @@ function messageText(value: unknown): string | undefined {
   return value
 }
 
+/**
+ * The backend sends web console messages as English source text in
+ * `message_key` (a key of the locale files) plus `message_params`, and keeps
+ * the rendered English text in `message` for other API callers.
+ */
+export function getServerMessage(value: unknown): string | undefined {
+  if (!isRecord(value)) return undefined
+  if (typeof value.message_key === 'string' && value.message_key) {
+    return i18next.t(
+      value.message_key,
+      isRecord(value.message_params) ? value.message_params : undefined
+    )
+  }
+  return messageText(value.message)
+}
+
+/**
+ * Translate text the backend stores or sends as an English source key without
+ * params (task fail reasons, built-in group descriptions). The same fields also
+ * carry upstream errors and administrator text; those have no locale entry and
+ * are shown exactly as written, so interpolation and nesting stay off.
+ */
+export function translateServerText(
+  t: (key: string, options?: Record<string, unknown>) => string,
+  text: string
+): string {
+  return t(text, { skipInterpolation: true })
+}
+
 export function getServerErrorMessage(
   value: unknown,
   fallback?: string
@@ -184,7 +213,7 @@ export function getServerErrorMessage(
       ? messageText(source.error.message)
       : messageText(source.error)
     const message =
-      messageText(source.message) || detail || messageText(source.title)
+      getServerMessage(source) || detail || messageText(source.title)
     if (message) return message
   }
   const status = getServerErrorStatus(value)
diff --git a/web/src/lib/theme-color.ts b/web/src/lib/theme-color.ts
new file mode 100644
index 0000000..4cbaed7
--- /dev/null
+++ b/web/src/lib/theme-color.ts
@@ -0,0 +1,71 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+import { useEffect, useState } from 'react'
+
+/**
+ * Resolve a theme color token (e.g. `--foreground`) to an `rgba()` string a
+ * canvas chart can draw with. The token is read from `<body>` so theme preset
+ * overrides apply, and normalized through a canvas because tokens are written
+ * as `oklch()` / `color-mix()`, which chart libraries do not parse.
+ */
+export function resolveThemeColor(cssVariable: string): string | undefined {
+  if (typeof document === 'undefined') return undefined
+
+  const probe = document.createElement('div')
+  probe.style.color = `var(${cssVariable})`
+  probe.style.display = 'none'
+  document.body.appendChild(probe)
+  const computedColor = getComputedStyle(probe).color
+  probe.remove()
+  if (!computedColor) return undefined
+
+  const context = document.createElement('canvas').getContext('2d')
+  if (!context) return computedColor
+  context.fillStyle = computedColor
+  context.fillRect(0, 0, 1, 1)
+  const [red, green, blue, alpha] = context.getImageData(0, 0, 1, 1).data
+  return `rgba(${red}, ${green}, ${blue}, ${(alpha / 255).toFixed(2)})`
+}
+
+/**
+ * Track a theme color token. The light/dark class on `<html>` and the theme
+ * preset attribute on `<body>` are applied by provider effects that run after
+ * this hook's, so the color is re-resolved when either attribute changes.
+ */
+export function useThemeColor(cssVariable: string): string | undefined {
+  const [color, setColor] = useState<string | undefined>()
+
+  useEffect(() => {
+    const update = () => setColor(resolveThemeColor(cssVariable))
+    update()
+
+    const observer = new MutationObserver(update)
+    observer.observe(document.documentElement, {
+      attributes: true,
+      attributeFilter: ['class'],
+    })
+    observer.observe(document.body, {
+      attributes: true,
+      attributeFilter: ['data-theme-preset'],
+    })
+    return () => observer.disconnect()
+  }, [cssVariable])
+
+  return color
+}
diff --git a/web/src/lib/theme-customization.ts b/web/src/lib/theme-customization.ts
index c8d92ab..4dada08 100644
--- a/web/src/lib/theme-customization.ts
+++ b/web/src/lib/theme-customization.ts
@@ -87,15 +87,11 @@ export type ContentLayout = 'full' | 'centered'
 /**
  * Font axis for the theme.
  *
- * - `default` — resolve at runtime from the active preset
- *   (see `PRESET_DEFAULT_FONT`). The shipped `default` and `anthropic`
- *   presets resolve to serif; other named color presets fall back to
- *   sans unless they list a different choice. Mirrors how
- *   `radius: 'default'` defers to a per-preset hint.
- * - `sans` — humanist sans (Public Sans), the project's UI fallback.
- * - `serif` — editorial serif (Lora + CJK fallbacks), the project's
- *   "soul" typography. Inherits across the whole UI; monospace contexts
- *   keep their own family via Tailwind preflight and `.font-mono`.
+ * - `default` — use the browser's sans-serif unless the active preset
+ *   specifies its own font (Anthropic uses serif).
+ * - `sans` — explicitly use Public Sans.
+ * - `serif` — use Lora + CJK fallbacks. Monospace contexts keep their
+ *   own family via Tailwind preflight and `.font-mono`.
  */
 export type ThemeFont = 'default' | 'sans' | 'serif'
 
@@ -105,7 +101,7 @@ export type ThemeFont = 'default' | 'sans' | 'serif'
  * needs simple attribute selectors (no `:not()` gymnastics, no per-preset
  * font branches).
  */
-export type ResolvedThemeFont = Exclude<ThemeFont, 'default'>
+export type ResolvedThemeFont = 'system' | Exclude<ThemeFont, 'default'>
 
 export type ThemeCustomization = {
   preset: ThemePreset
@@ -154,29 +150,16 @@ export const CONTENT_LAYOUT_VALUES: ReadonlySet<ContentLayout> = new Set([
   'centered',
 ])
 
-export const THEME_COOKIE_KEYS = {
-  preset: 'theme_preset',
-  font: 'theme_font',
-  radius: 'theme_radius',
-  scale: 'theme_scale',
-  contentLayout: 'theme_content_layout',
-} as const
-
 /**
  * Preset → default font mapping. Used by the provider to resolve the user's
  * `font: 'default'` preference against the active preset.
  *
- * Co-located with the preset registry so a preset's signature typography
- * is declared in one place. Presets not listed here fall back to the
- * `resolveThemeFont` default of `sans`. The shipped `default` preset
- * opts into serif so the editorial Lora voice is the out-of-the-box
- * experience; vivid color presets stay on the humanist sans so their
- * accents read clearly without competing with the body type.
+ * Presets without a font override use the browser's sans-serif. Public
+ * Sans is reserved for an explicit user choice.
  */
 export const PRESET_DEFAULT_FONT: Partial<
   Record<ThemePreset, ResolvedThemeFont>
 > = {
-  default: 'sans',
   anthropic: 'serif',
 }
 
@@ -191,7 +174,7 @@ export function resolveThemeFont(
   preset: ThemePreset
 ): ResolvedThemeFont {
   if (font === 'default') {
-    return PRESET_DEFAULT_FONT[preset] ?? 'sans'
+    return PRESET_DEFAULT_FONT[preset] ?? 'system'
   }
   return font
 }
diff --git a/web/src/lib/theme-storage.ts b/web/src/lib/theme-storage.ts
new file mode 100644
index 0000000..0096a8d
--- /dev/null
+++ b/web/src/lib/theme-storage.ts
@@ -0,0 +1,57 @@
+/*
+Copyright (C) 2023-2026 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+export const THEME_STORAGE_KEYS = {
+  mode: 'newapi:theme:v1:mode',
+  preset: 'newapi:theme:v1:preset',
+  font: 'newapi:theme:v1:font',
+  radius: 'newapi:theme:v1:radius',
+  scale: 'newapi:theme:v1:scale',
+  contentLayout: 'newapi:theme:v1:content-layout',
+} as const
+
+export function readThemePreference<T extends string>(
+  key: string,
+  allowed: ReadonlySet<T>,
+  fallback: T
+): T {
+  if (typeof window === 'undefined') return fallback
+
+  try {
+    // Legacy cookies are shared across ports, so importing them would restore
+    // preferences that may belong to another local instance.
+    const value = window.localStorage.getItem(key)
+    return value && allowed.has(value as T) ? (value as T) : fallback
+  } catch {
+    return fallback
+  }
+}
+
+export function writeThemePreference(key: string, value: string | null): void {
+  if (typeof window === 'undefined') return
+
+  try {
+    if (value === null) {
+      window.localStorage.removeItem(key)
+    } else {
+      window.localStorage.setItem(key, value)
+    }
+  } catch {
+    // Keep theme controls usable when storage is blocked or full.
+  }
+}
diff --git a/web/src/routes/_authenticated/users/index.tsx b/web/src/routes/_authenticated/users/index.tsx
index 4b0486d..2a5ecec 100644
--- a/web/src/routes/_authenticated/users/index.tsx
+++ b/web/src/routes/_authenticated/users/index.tsx
@@ -35,7 +35,7 @@ const usersSearchSchema = z.object({
     .array(z.enum(['1', '10', '100']))
     .optional()
     .catch([]),
-  group: z.string().optional().catch(''),
+  group: z.array(z.string()).optional().catch([]),
 })
 
 export const Route = createFileRoute('/_authenticated/users/')({
diff --git a/web/src/routes/index.tsx b/web/src/routes/index.tsx
index 0354dd5..1fe0339 100644
--- a/web/src/routes/index.tsx
+++ b/web/src/routes/index.tsx
@@ -18,10 +18,8 @@ For commercial licensing, please contact support@quantumnous.com
 */
 import { createFileRoute } from '@tanstack/react-router'
 
-import { GroupStatus } from '@/features/group-status/status-page'
 import { Home } from '@/features/home'
 
 export const Route = createFileRoute('/')({
-  component:
-    window.location.hostname === 'uptime.shrinken.pw' ? GroupStatus : Home,
+  component: Home,
 })
diff --git a/web/src/styles/index.css b/web/src/styles/index.css
index 0493ed2..9d719e2 100644
--- a/web/src/styles/index.css
+++ b/web/src/styles/index.css
@@ -30,6 +30,21 @@ For commercial licensing, please contact support@quantumnous.com
 @import './theme.css';
 @import './theme-presets.css';
 
+@layer base {
+  :root {
+    /* Mobile browser toolbars change dvh; 50% positioning and vh still use
+       the layout viewport and can place dialog actions behind those bars. */
+    --dialog-inset-top: max(1rem, env(safe-area-inset-top, 0px));
+    --dialog-inset-bottom: max(1rem, env(safe-area-inset-bottom, 0px));
+    --dialog-available-height: calc(
+      100dvh - var(--dialog-inset-top) - var(--dialog-inset-bottom)
+    );
+    --dialog-viewport-center: calc(
+      (100dvh + var(--dialog-inset-top) - var(--dialog-inset-bottom)) / 2
+    );
+  }
+}
+
 /* Shiki dual themes: token colors follow dark theme (pre background stays `bg-background` on the block) */
 @layer components {
   .shiki span {
@@ -98,7 +113,7 @@ For commercial licensing, please contact support@quantumnous.com
     @apply bg-background text-foreground has-[div[data-variant='inset']]:bg-sidebar min-h-svh w-full;
     /* Font is driven by the theme's font axis via `--font-body`
      * (defined in theme.css, swapped by `[data-theme-font='...']` blocks
-     * in theme-presets.css). Defaults to the project's humanist sans. */
+     * in theme-presets.css). Defaults to the browser's sans-serif. */
     font-family: var(--font-body);
   }
 
@@ -570,9 +585,9 @@ For commercial licensing, please contact support@quantumnous.com
     transition: background-color 120ms ease;
   }
 
-  /* Table row stagger-in animation */
+  /* Only fill the entrance delay; completed animations must release transform/opacity. */
   [data-slot='table'] tbody tr {
-    animation: tableRowEnter 0.2s cubic-bezier(0.33, 1, 0.68, 1) both;
+    animation: tableRowEnter 0.2s cubic-bezier(0.33, 1, 0.68, 1) backwards;
   }
   [data-slot='table'] tbody tr:nth-child(2) {
     animation-delay: 25ms;
diff --git a/web/src/styles/theme-presets.css b/web/src/styles/theme-presets.css
index 4e0f96b..bf25e8f 100644
--- a/web/src/styles/theme-presets.css
+++ b/web/src/styles/theme-presets.css
@@ -617,12 +617,14 @@ For commercial licensing, please contact support@quantumnous.com
  * presets may set `--font-body` (Anthropic → serif), and the user's
  * explicit Font choice wins because these blocks sit AFTER preset blocks.
  *
- * The provider resolves `font: 'default'` → `'sans' | 'serif'` against the
- * active preset before writing the attribute, so the DOM always carries a
- * concrete value and CSS only needs the simple `[data-theme-font='serif']`
- * selector below (no `:not()`, no per-preset branches). */
+ * Auto resolves to the browser's sans-serif unless a preset specifies a
+ * font. Explicit Sans also updates `font-sans` utilities to Public Sans. */
+[data-theme-font='system'] {
+  --font-body: var(--font-ui-sans);
+}
 [data-theme-font='sans'] {
-  --font-body: var(--font-sans);
+  --font-ui-sans: var(--font-public-sans);
+  --font-body: var(--font-ui-sans);
 }
 [data-theme-font='serif'] {
   --font-body: var(--font-serif);
diff --git a/web/src/styles/theme.css b/web/src/styles/theme.css
index 53ffcd1..8966c4f 100644
--- a/web/src/styles/theme.css
+++ b/web/src/styles/theme.css
@@ -19,7 +19,8 @@ For commercial licensing, please contact support@quantumnous.com
 @custom-variant dark (&:is(.dark *));
 
 @theme inline {
-  --font-sans: 'Public Sans', sans-serif;
+  --font-sans: var(--font-ui-sans);
+  --font-public-sans: 'Public Sans Variable', 'Public Sans', sans-serif;
   /* Editorial serif token — the body face used by the `serif` font axis
    * and by presets that opt in (currently Anthropic). Lora carries only
    * Latin glyphs, so the stack walks through CJK serifs (Noto / Source Han
@@ -98,11 +99,10 @@ For commercial licensing, please contact support@quantumnous.com
   --app-header-height: 3rem;
   /* Static build-channel fallback consumed when JS hasn't booted yet. */
   --app-rev: '2k6e8r7p';
-  /* Currently active body font. The font axis swaps this between
-   * `--font-sans` and `--font-serif` via `[data-theme-font='...']` blocks
-   * in theme-presets.css. Default mirrors `--font-sans` so behavior is
-   * identical when no font preference is set. */
-  --font-body: var(--font-sans);
+  /* Auto starts with the browser font, including before JS applies the
+   * saved preference. Explicit Sans selects Public Sans in theme-presets.css. */
+  --font-ui-sans: sans-serif;
+  --font-body: var(--font-ui-sans);
   --background: oklch(1 0 0);
   --foreground: oklch(0.145 0 0);
   --card: oklch(1 0 0);
@@ -179,6 +179,9 @@ For commercial licensing, please contact support@quantumnous.com
 }
 
 .dark {
+  /* Native controls follow the theme; Dark Reader also reads this to detect
+     the built-in dark theme. */
+  color-scheme: dark;
   /* OpenAI-like dark mode with a crisp charcoal canvas. */
   --background: oklch(0.235 0 0);
   --foreground: oklch(0.965 0 0);