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feat(metrics): cross-request TTFT and gap latency after tool calls - #3173
diegosouzapw merged 3 commits into
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- Add toolLatencyTracker service for per-provider TTFT/gap metrics - Track tool finish timestamps across requests via session manager - Record latency from last tool chunk and from tool finish to first content - Add markToolFinish/consumeToolFinishTime to sessionManager - Integrate latency recording into SSE stream pipeline
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Code Review
This pull request introduces per-provider tool call latency tracking (TTFT and gap latency) across requests by persisting tool-finish timestamps in the session manager and recording metrics in a new tool latency tracker service. It also updates proxy resolution to pass the API key ID and adds type safety checks when resolving models. The review feedback highlights critical issues in the latency tracking implementation: checking for non-empty strings instead of any string type in the stream parser can delay latency tracking on initial empty chunks, and the recordToolTtft function fails to increment the total request count, which would lead to inaccurate metrics.
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| const content = delta?.content || delta?.reasoning_content; | ||
| if (content && typeof content === "string") { |
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The current check content && typeof content === "string" will evaluate to falsy if the first content chunk contains an empty string (""). In streaming responses, the first chunk often contains an empty string to signal the start of the content stream. By ignoring empty strings, the latency tracking (TTFT and gap latency) is delayed until the first non-empty chunk, which can lead to inaccurate metrics.
We should explicitly check if content is a string, even if it is empty, to accurately capture the true start of the content.
| const content = delta?.content || delta?.reasoning_content; | |
| if (content && typeof content === "string") { | |
| const content = delta?.content !== undefined ? delta.content : delta?.reasoning_content; | |
| if (typeof content === "string") { |
| const translateHasContent = | ||
| parsed.delta?.text || | ||
| parsed.choices?.[0]?.delta?.content || | ||
| parsed.choices?.[0]?.delta?.reasoning_content; |
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In translate mode, the check translateHasContent uses logical OR on the string values. If the first content chunk contains an empty string (""), translateHasContent will be falsy, delaying the latency tracking until the first non-empty chunk.
We should check if any of the content fields are of type "string" to ensure empty strings are correctly recognized as the start of content.
| const translateHasContent = | |
| parsed.delta?.text || | |
| parsed.choices?.[0]?.delta?.content || | |
| parsed.choices?.[0]?.delta?.reasoning_content; | |
| const translateHasContent = | |
| typeof parsed.delta?.text === "string" || | |
| typeof parsed.choices?.[0]?.delta?.content === "string" || | |
| typeof parsed.choices?.[0]?.delta?.reasoning_content === "string"; |
| const entry = metrics.get(provider)!; | ||
| entry.ttftAfterToolSum += ttftMs; | ||
| entry.ttftCount++; |
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In recordToolTtft, entry.totalRequests is not incremented when recording the TTFT latency. Since getToolLatencyByProvider uses entry.totalRequests as the measurementCount, any requests that only record TTFT via recordToolTtft will not be counted in the total measurement count, leading to inaccurate metrics reporting.
We should increment entry.totalRequests in recordToolTtft just like we do in recordToolLatency.
const entry = metrics.get(provider)!;
entry.totalRequests++;
entry.ttftAfterToolSum += ttftMs;
entry.ttftCount++;…alRequests in recordToolTtft
|
Thanks @pizzav-xyz! The cross-request tool-latency tracking (one-shot |
9d3c0d1
into
cheaper-inference:release/v3.8.10
* chore(release): open v3.8.10 development cycle Bump 3.8.9 → 3.8.10 across package.json, lockfile, electron, open-sse, and docs/reference/openapi.yaml; add the [3.8.10] CHANGELOG section (root + 41 i18n mirrors) as the integration target for the cycle. Entries land here as work merges into release/v3.8.10; finalized by the release flow. * fix(providers): resolve web provider alias collisions Assign unique aliases to HuggingChat, Kimi Web, and Qwen Web so they no longer shadow primary providers or trigger startup warnings. Add a unit test to enforce provider alias uniqueness and prevent future collisions. Also expand local ignore and VS Code exclude rules for agent, build, and worktree artifacts. * fix(responses): normalize image_url parts across input paths (#3150) Normalize image_url parts across all Responses input paths. Integrated into release/v3.8.10. * fix(api-manager): preserve API key expiration local time (#3146) Preserve API key expiration local time + clear button. Integrated into release/v3.8.10. * Strip previous_response_id for stateless Responses upstreams (#3143) Strip previous_response_id for stateless Responses upstreams (auto/strip/preserve). Integrated into release/v3.8.10. * fix(opencode-plugin): map thinking cap to interleaved in model+combo (#3138) Map caps.thinking to ModelV2.capabilities.interleaved for opencode-plugin. Integrated into release/v3.8.10. * fix(providers): use synced models as fallback for all providers (#3148) Use synced models as authoritative local catalog for all providers (+regression test). Integrated into release/v3.8.10. * fix(qoder): bifurcate validation by token type — PAT→Cosy, regular API key→dashscope (#3149) Bifurcate Qoder validation by token type (PAT→Cosy, regular→dashscope) +regression test. Integrated into release/v3.8.10. * fix(antigravity): dynamic model resolution via MITM alias table (#3144) Dynamic antigravity MITM model resolution in the executor (+bug fix +regression test; DB import dropped from client-reachable config). Integrated into release/v3.8.10. * Feature/batch allow big (#3128) Podman deployment options + larger upload body-size limits (+CONTAINER_HOST docs). Integrated into release/v3.8.10. * fix(fireworks): preserve fully-qualified router/model IDs (#3133) (#3160) Fireworks router IDs (accounts/fireworks/routers/...) were double-prefixed with accounts/fireworks/models/ → upstream 404. Add optional acceptedModelIdPrefixes to the registry entry and skip the prepend when the model already starts with an accepted prefix. Co-authored-by: KooshaPari <KooshaPari@users.noreply.github.com> * fix(llama-cpp): route to configured local baseUrl instead of OpenAI (#3136) (#3161) llama-cpp was missing from the local-provider group in buildUrl(), so it fell through to the OpenAI baseUrl and returned an OpenAI 401. Add the case to resolve the connection's providerSpecificData.baseUrl. Co-authored-by: tjengbudi <tjengbudi@users.noreply.github.com> * fix(t3-chat-web): parse cookies + convexSessionId from stored credential (#3007) (#3162) The executor read credentials.cookies/convexSessionId, but the pipeline only stores the pasted string under apiKey → t3.chat always 400'd. Parse both values from apiKey (fallback accessToken), mirroring validation.ts. Co-authored-by: minhtran162 <minhtran162@users.noreply.github.com> * fix(minimax): stop capping MiniMax-M3 / M2.7 max_tokens at 8192 (#3141) (#3163) MiniMax-M3 had no MODEL_SPECS entry and capitalized MiniMax-M2.7 missed its lowercase spec (case-sensitive lookup) → both fell to the 8192 default cap. Add the M3 spec (512K output), alias the capitalized ids, and make getModelSpec lookups case-insensitive. Co-authored-by: totaltube <totaltube@users.noreply.github.com> * fix(github-copilot): discover model catalog live from api.githubcopilot.com (#3120, #3121) (#3164) The github (Copilot) provider had a static hardcoded catalog with no discovery source, so Import Models never refreshed (#3120) and advertised non-entitled models that 400 on use (#3121). Add a live /models fetch with fallback to the static list. Co-authored-by: gabrielmoreira <gabrielmoreira@users.noreply.github.com> * fix(combo): invalidate nested-combo cache on edits + log DATA_DIR (#3147) (#3165) Editing a combo did not invalidate the 10s nested-combo expansion caches (chat.ts getCombosCachedForChat + chatCore.ts getCombosCached; the exported clearCombosCache was dead code), so a removed nested target/model could be served as a phantom for up to 10s. Wire a shared monotonic combos-cache version in readCache (bumped by invalidateDbCache("combos") on every combo write); both cache layers treat a version mismatch as a miss. Also log the resolved DATA_DIR/SQLITE_FILE absolute path at DB init so the reporter's 'persists across restart + volume wipe' symptom (a multi-replica Docker volume/DATA_DIR mismatch, not a routing bug) is diagnosable from logs. Includes consolidated CHANGELOG entries for #3133/#3136/#3007/#3141/#3120/#3121. Co-authored-by: ViFigueiredo <ViFigueiredo@users.noreply.github.com> * fix(web-tools): parse bare JSON tool calls (#3157) Parse bare JSON tool calls for deepseek-web (#2820) + fuzzy tool-name matching. Integrated into release/v3.8.10. * fix(misc): minor fixes across reasoning cache, account fallback, binary manager (#3177) Misc: ProviderProfile export, DeepSeek reasoning regex, binary guard. Integrated into release/v3.8.10. * fix(kiro): minor OAuth social exchange tweaks (#3176) Kiro social OAuth: optional targetProvider passthrough. Integrated into release/v3.8.10. * deps: bump hono from 4.12.18 to 4.12.23 (#3179) Bump hono to 4.12.23. Integrated into release/v3.8.10. * fix(providerRegistry): update kilocode format and executor (#3166) kilocode: openai format + default executor (matches kilo-gateway) + registry test. Integrated into release/v3.8.10. * feat(metrics): cross-request TTFT and gap latency after tool calls (#3173) Cross-request TTFT + gap-after-tool latency metrics (+test). Integrated into release/v3.8.10. * feat(dashboard): provider stats API endpoint and dashboard page (#3175) Provider stats dashboard + API (SQL moved to db module per Hard Rule #5, +test). Integrated into release/v3.8.10. * fix(usage): sequential+spaced OAuth quota sync, reactive force-refresh, actionable 401 (#3156) Sequential+spaced OAuth quota sync, reactive force-refresh on 401, actionable 401 in UI. Integrated into release/v3.8.10. * fix(healthcheck): per-provider proactive-refresh skip list (rescue short-TTL OAuth) (#3159) Per-provider proactive-refresh skip list (OMNIROUTE_HEALTHCHECK_SKIP_PROVIDERS) to rescue short-TTL OAuth. Integrated into release/v3.8.10. * feat(quota): show OAuth token expiry on provider cards (small, blue, informative) (#3178) Show OAuth token expiry on provider cards (small, blue, informative). Integrated into release/v3.8.10. * fix(providers): empty refresh must not resurface just-cleared synced models (#3181) Empty refresh must not resurface just-cleared synced models (fixes the release-blocking provider-models-route test). Integrated into release/v3.8.10. * chore(release): v3.8.10 — 2026-06-04 (finalize CHANGELOG) --------- Co-authored-by: Wilson <pedbookmed@gmail.com> Co-authored-by: Xiangzhe <32761048+xz-dev@users.noreply.github.com> Co-authored-by: Jan Leon <Jan.gaschler@gmail.com> Co-authored-by: M.M <mr.maatoug@gmail.com> Co-authored-by: Hernan Javier Ardila Sanchez <hjasgr@gmail.com> Co-authored-by: Markus Hartung <mail@hartmark.se> Co-authored-by: KooshaPari <KooshaPari@users.noreply.github.com> Co-authored-by: tjengbudi <tjengbudi@users.noreply.github.com> Co-authored-by: minhtran162 <minhtran162@users.noreply.github.com> Co-authored-by: totaltube <totaltube@users.noreply.github.com> Co-authored-by: gabrielmoreira <gabrielmoreira@users.noreply.github.com> Co-authored-by: ViFigueiredo <ViFigueiredo@users.noreply.github.com> Co-authored-by: PizzaV <103120356+pizzav-xyz@users.noreply.github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: Nicolas Lorin <androw95220@gmail.com>
* chore(release): open v3.8.10 development cycle Bump 3.8.9 → 3.8.10 across package.json, lockfile, electron, open-sse, and docs/reference/openapi.yaml; add the [3.8.10] CHANGELOG section (root + 41 i18n mirrors) as the integration target for the cycle. Entries land here as work merges into release/v3.8.10; finalized by the release flow. * fix(providers): resolve web provider alias collisions Assign unique aliases to HuggingChat, Kimi Web, and Qwen Web so they no longer shadow primary providers or trigger startup warnings. Add a unit test to enforce provider alias uniqueness and prevent future collisions. Also expand local ignore and VS Code exclude rules for agent, build, and worktree artifacts. * fix(responses): normalize image_url parts across input paths (cheaper-inference#3150) Normalize image_url parts across all Responses input paths. Integrated into release/v3.8.10. * fix(api-manager): preserve API key expiration local time (cheaper-inference#3146) Preserve API key expiration local time + clear button. Integrated into release/v3.8.10. * Strip previous_response_id for stateless Responses upstreams (cheaper-inference#3143) Strip previous_response_id for stateless Responses upstreams (auto/strip/preserve). Integrated into release/v3.8.10. * fix(opencode-plugin): map thinking cap to interleaved in model+combo (cheaper-inference#3138) Map caps.thinking to ModelV2.capabilities.interleaved for opencode-plugin. Integrated into release/v3.8.10. * fix(providers): use synced models as fallback for all providers (cheaper-inference#3148) Use synced models as authoritative local catalog for all providers (+regression test). Integrated into release/v3.8.10. * fix(qoder): bifurcate validation by token type — PAT→Cosy, regular API key→dashscope (cheaper-inference#3149) Bifurcate Qoder validation by token type (PAT→Cosy, regular→dashscope) +regression test. Integrated into release/v3.8.10. * fix(antigravity): dynamic model resolution via MITM alias table (cheaper-inference#3144) Dynamic antigravity MITM model resolution in the executor (+bug fix +regression test; DB import dropped from client-reachable config). Integrated into release/v3.8.10. * Feature/batch allow big (cheaper-inference#3128) Podman deployment options + larger upload body-size limits (+CONTAINER_HOST docs). Integrated into release/v3.8.10. * fix(fireworks): preserve fully-qualified router/model IDs (cheaper-inference#3133) (cheaper-inference#3160) Fireworks router IDs (accounts/fireworks/routers/...) were double-prefixed with accounts/fireworks/models/ → upstream 404. Add optional acceptedModelIdPrefixes to the registry entry and skip the prepend when the model already starts with an accepted prefix. Co-authored-by: KooshaPari <KooshaPari@users.noreply.github.com> * fix(llama-cpp): route to configured local baseUrl instead of OpenAI (cheaper-inference#3136) (cheaper-inference#3161) llama-cpp was missing from the local-provider group in buildUrl(), so it fell through to the OpenAI baseUrl and returned an OpenAI 401. Add the case to resolve the connection's providerSpecificData.baseUrl. Co-authored-by: tjengbudi <tjengbudi@users.noreply.github.com> * fix(t3-chat-web): parse cookies + convexSessionId from stored credential (cheaper-inference#3007) (cheaper-inference#3162) The executor read credentials.cookies/convexSessionId, but the pipeline only stores the pasted string under apiKey → t3.chat always 400'd. Parse both values from apiKey (fallback accessToken), mirroring validation.ts. Co-authored-by: minhtran162 <minhtran162@users.noreply.github.com> * fix(minimax): stop capping MiniMax-M3 / M2.7 max_tokens at 8192 (cheaper-inference#3141) (cheaper-inference#3163) MiniMax-M3 had no MODEL_SPECS entry and capitalized MiniMax-M2.7 missed its lowercase spec (case-sensitive lookup) → both fell to the 8192 default cap. Add the M3 spec (512K output), alias the capitalized ids, and make getModelSpec lookups case-insensitive. Co-authored-by: totaltube <totaltube@users.noreply.github.com> * fix(github-copilot): discover model catalog live from api.githubcopilot.com (cheaper-inference#3120, cheaper-inference#3121) (cheaper-inference#3164) The github (Copilot) provider had a static hardcoded catalog with no discovery source, so Import Models never refreshed (cheaper-inference#3120) and advertised non-entitled models that 400 on use (cheaper-inference#3121). Add a live /models fetch with fallback to the static list. Co-authored-by: gabrielmoreira <gabrielmoreira@users.noreply.github.com> * fix(combo): invalidate nested-combo cache on edits + log DATA_DIR (cheaper-inference#3147) (cheaper-inference#3165) Editing a combo did not invalidate the 10s nested-combo expansion caches (chat.ts getCombosCachedForChat + chatCore.ts getCombosCached; the exported clearCombosCache was dead code), so a removed nested target/model could be served as a phantom for up to 10s. Wire a shared monotonic combos-cache version in readCache (bumped by invalidateDbCache("combos") on every combo write); both cache layers treat a version mismatch as a miss. Also log the resolved DATA_DIR/SQLITE_FILE absolute path at DB init so the reporter's 'persists across restart + volume wipe' symptom (a multi-replica Docker volume/DATA_DIR mismatch, not a routing bug) is diagnosable from logs. Includes consolidated CHANGELOG entries for cheaper-inference#3133/cheaper-inference#3136/cheaper-inference#3007/cheaper-inference#3141/cheaper-inference#3120/cheaper-inference#3121. Co-authored-by: ViFigueiredo <ViFigueiredo@users.noreply.github.com> * fix(web-tools): parse bare JSON tool calls (cheaper-inference#3157) Parse bare JSON tool calls for deepseek-web (cheaper-inference#2820) + fuzzy tool-name matching. Integrated into release/v3.8.10. * fix(misc): minor fixes across reasoning cache, account fallback, binary manager (cheaper-inference#3177) Misc: ProviderProfile export, DeepSeek reasoning regex, binary guard. Integrated into release/v3.8.10. * fix(kiro): minor OAuth social exchange tweaks (cheaper-inference#3176) Kiro social OAuth: optional targetProvider passthrough. Integrated into release/v3.8.10. * deps: bump hono from 4.12.18 to 4.12.23 (cheaper-inference#3179) Bump hono to 4.12.23. Integrated into release/v3.8.10. * fix(providerRegistry): update kilocode format and executor (cheaper-inference#3166) kilocode: openai format + default executor (matches kilo-gateway) + registry test. Integrated into release/v3.8.10. * feat(metrics): cross-request TTFT and gap latency after tool calls (cheaper-inference#3173) Cross-request TTFT + gap-after-tool latency metrics (+test). Integrated into release/v3.8.10. * feat(dashboard): provider stats API endpoint and dashboard page (cheaper-inference#3175) Provider stats dashboard + API (SQL moved to db module per Hard Rule cheaper-inference#5, +test). Integrated into release/v3.8.10. * fix(usage): sequential+spaced OAuth quota sync, reactive force-refresh, actionable 401 (cheaper-inference#3156) Sequential+spaced OAuth quota sync, reactive force-refresh on 401, actionable 401 in UI. Integrated into release/v3.8.10. * fix(healthcheck): per-provider proactive-refresh skip list (rescue short-TTL OAuth) (cheaper-inference#3159) Per-provider proactive-refresh skip list (OMNIROUTE_HEALTHCHECK_SKIP_PROVIDERS) to rescue short-TTL OAuth. Integrated into release/v3.8.10. * feat(quota): show OAuth token expiry on provider cards (small, blue, informative) (cheaper-inference#3178) Show OAuth token expiry on provider cards (small, blue, informative). Integrated into release/v3.8.10. * fix(providers): empty refresh must not resurface just-cleared synced models (cheaper-inference#3181) Empty refresh must not resurface just-cleared synced models (fixes the release-blocking provider-models-route test). Integrated into release/v3.8.10. * chore(release): v3.8.10 — 2026-06-04 (finalize CHANGELOG) --------- Co-authored-by: Wilson <pedbookmed@gmail.com> Co-authored-by: Xiangzhe <32761048+xz-dev@users.noreply.github.com> Co-authored-by: Jan Leon <Jan.gaschler@gmail.com> Co-authored-by: M.M <mr.maatoug@gmail.com> Co-authored-by: Hernan Javier Ardila Sanchez <hjasgr@gmail.com> Co-authored-by: Markus Hartung <mail@hartmark.se> Co-authored-by: KooshaPari <KooshaPari@users.noreply.github.com> Co-authored-by: tjengbudi <tjengbudi@users.noreply.github.com> Co-authored-by: minhtran162 <minhtran162@users.noreply.github.com> Co-authored-by: totaltube <totaltube@users.noreply.github.com> Co-authored-by: gabrielmoreira <gabrielmoreira@users.noreply.github.com> Co-authored-by: ViFigueiredo <ViFigueiredo@users.noreply.github.com> Co-authored-by: PizzaV <103120356+pizzav-xyz@users.noreply.github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: Nicolas Lorin <androw95220@gmail.com>
* chore(release): open v3.8.10 development cycle Bump 3.8.9 → 3.8.10 across package.json, lockfile, electron, open-sse, and docs/reference/openapi.yaml; add the [3.8.10] CHANGELOG section (root + 41 i18n mirrors) as the integration target for the cycle. Entries land here as work merges into release/v3.8.10; finalized by the release flow. * fix(providers): resolve web provider alias collisions Assign unique aliases to HuggingChat, Kimi Web, and Qwen Web so they no longer shadow primary providers or trigger startup warnings. Add a unit test to enforce provider alias uniqueness and prevent future collisions. Also expand local ignore and VS Code exclude rules for agent, build, and worktree artifacts. * fix(responses): normalize image_url parts across input paths (cheaper-inference#3150) Normalize image_url parts across all Responses input paths. Integrated into release/v3.8.10. * fix(api-manager): preserve API key expiration local time (cheaper-inference#3146) Preserve API key expiration local time + clear button. Integrated into release/v3.8.10. * Strip previous_response_id for stateless Responses upstreams (cheaper-inference#3143) Strip previous_response_id for stateless Responses upstreams (auto/strip/preserve). Integrated into release/v3.8.10. * fix(opencode-plugin): map thinking cap to interleaved in model+combo (cheaper-inference#3138) Map caps.thinking to ModelV2.capabilities.interleaved for opencode-plugin. Integrated into release/v3.8.10. * fix(providers): use synced models as fallback for all providers (cheaper-inference#3148) Use synced models as authoritative local catalog for all providers (+regression test). Integrated into release/v3.8.10. * fix(qoder): bifurcate validation by token type — PAT→Cosy, regular API key→dashscope (cheaper-inference#3149) Bifurcate Qoder validation by token type (PAT→Cosy, regular→dashscope) +regression test. Integrated into release/v3.8.10. * fix(antigravity): dynamic model resolution via MITM alias table (cheaper-inference#3144) Dynamic antigravity MITM model resolution in the executor (+bug fix +regression test; DB import dropped from client-reachable config). Integrated into release/v3.8.10. * Feature/batch allow big (cheaper-inference#3128) Podman deployment options + larger upload body-size limits (+CONTAINER_HOST docs). Integrated into release/v3.8.10. * fix(fireworks): preserve fully-qualified router/model IDs (cheaper-inference#3133) (cheaper-inference#3160) Fireworks router IDs (accounts/fireworks/routers/...) were double-prefixed with accounts/fireworks/models/ → upstream 404. Add optional acceptedModelIdPrefixes to the registry entry and skip the prepend when the model already starts with an accepted prefix. Co-authored-by: KooshaPari <KooshaPari@users.noreply.github.com> * fix(llama-cpp): route to configured local baseUrl instead of OpenAI (cheaper-inference#3136) (cheaper-inference#3161) llama-cpp was missing from the local-provider group in buildUrl(), so it fell through to the OpenAI baseUrl and returned an OpenAI 401. Add the case to resolve the connection's providerSpecificData.baseUrl. Co-authored-by: tjengbudi <tjengbudi@users.noreply.github.com> * fix(t3-chat-web): parse cookies + convexSessionId from stored credential (cheaper-inference#3007) (cheaper-inference#3162) The executor read credentials.cookies/convexSessionId, but the pipeline only stores the pasted string under apiKey → t3.chat always 400'd. Parse both values from apiKey (fallback accessToken), mirroring validation.ts. Co-authored-by: minhtran162 <minhtran162@users.noreply.github.com> * fix(minimax): stop capping MiniMax-M3 / M2.7 max_tokens at 8192 (cheaper-inference#3141) (cheaper-inference#3163) MiniMax-M3 had no MODEL_SPECS entry and capitalized MiniMax-M2.7 missed its lowercase spec (case-sensitive lookup) → both fell to the 8192 default cap. Add the M3 spec (512K output), alias the capitalized ids, and make getModelSpec lookups case-insensitive. Co-authored-by: totaltube <totaltube@users.noreply.github.com> * fix(github-copilot): discover model catalog live from api.githubcopilot.com (cheaper-inference#3120, cheaper-inference#3121) (cheaper-inference#3164) The github (Copilot) provider had a static hardcoded catalog with no discovery source, so Import Models never refreshed (cheaper-inference#3120) and advertised non-entitled models that 400 on use (cheaper-inference#3121). Add a live /models fetch with fallback to the static list. Co-authored-by: gabrielmoreira <gabrielmoreira@users.noreply.github.com> * fix(combo): invalidate nested-combo cache on edits + log DATA_DIR (cheaper-inference#3147) (cheaper-inference#3165) Editing a combo did not invalidate the 10s nested-combo expansion caches (chat.ts getCombosCachedForChat + chatCore.ts getCombosCached; the exported clearCombosCache was dead code), so a removed nested target/model could be served as a phantom for up to 10s. Wire a shared monotonic combos-cache version in readCache (bumped by invalidateDbCache("combos") on every combo write); both cache layers treat a version mismatch as a miss. Also log the resolved DATA_DIR/SQLITE_FILE absolute path at DB init so the reporter's 'persists across restart + volume wipe' symptom (a multi-replica Docker volume/DATA_DIR mismatch, not a routing bug) is diagnosable from logs. Includes consolidated CHANGELOG entries for cheaper-inference#3133/cheaper-inference#3136/cheaper-inference#3007/cheaper-inference#3141/cheaper-inference#3120/cheaper-inference#3121. Co-authored-by: ViFigueiredo <ViFigueiredo@users.noreply.github.com> * fix(web-tools): parse bare JSON tool calls (cheaper-inference#3157) Parse bare JSON tool calls for deepseek-web (cheaper-inference#2820) + fuzzy tool-name matching. Integrated into release/v3.8.10. * fix(misc): minor fixes across reasoning cache, account fallback, binary manager (cheaper-inference#3177) Misc: ProviderProfile export, DeepSeek reasoning regex, binary guard. Integrated into release/v3.8.10. * fix(kiro): minor OAuth social exchange tweaks (cheaper-inference#3176) Kiro social OAuth: optional targetProvider passthrough. Integrated into release/v3.8.10. * deps: bump hono from 4.12.18 to 4.12.23 (cheaper-inference#3179) Bump hono to 4.12.23. Integrated into release/v3.8.10. * fix(providerRegistry): update kilocode format and executor (cheaper-inference#3166) kilocode: openai format + default executor (matches kilo-gateway) + registry test. Integrated into release/v3.8.10. * feat(metrics): cross-request TTFT and gap latency after tool calls (cheaper-inference#3173) Cross-request TTFT + gap-after-tool latency metrics (+test). Integrated into release/v3.8.10. * feat(dashboard): provider stats API endpoint and dashboard page (cheaper-inference#3175) Provider stats dashboard + API (SQL moved to db module per Hard Rule cheaper-inference#5, +test). Integrated into release/v3.8.10. * fix(usage): sequential+spaced OAuth quota sync, reactive force-refresh, actionable 401 (cheaper-inference#3156) Sequential+spaced OAuth quota sync, reactive force-refresh on 401, actionable 401 in UI. Integrated into release/v3.8.10. * fix(healthcheck): per-provider proactive-refresh skip list (rescue short-TTL OAuth) (cheaper-inference#3159) Per-provider proactive-refresh skip list (OMNIROUTE_HEALTHCHECK_SKIP_PROVIDERS) to rescue short-TTL OAuth. Integrated into release/v3.8.10. * feat(quota): show OAuth token expiry on provider cards (small, blue, informative) (cheaper-inference#3178) Show OAuth token expiry on provider cards (small, blue, informative). Integrated into release/v3.8.10. * fix(providers): empty refresh must not resurface just-cleared synced models (cheaper-inference#3181) Empty refresh must not resurface just-cleared synced models (fixes the release-blocking provider-models-route test). Integrated into release/v3.8.10. * chore(release): v3.8.10 — 2026-06-04 (finalize CHANGELOG) --------- Co-authored-by: Wilson <pedbookmed@gmail.com> Co-authored-by: Xiangzhe <32761048+xz-dev@users.noreply.github.com> Co-authored-by: Jan Leon <Jan.gaschler@gmail.com> Co-authored-by: M.M <mr.maatoug@gmail.com> Co-authored-by: Hernan Javier Ardila Sanchez <hjasgr@gmail.com> Co-authored-by: Markus Hartung <mail@hartmark.se> Co-authored-by: KooshaPari <KooshaPari@users.noreply.github.com> Co-authored-by: tjengbudi <tjengbudi@users.noreply.github.com> Co-authored-by: minhtran162 <minhtran162@users.noreply.github.com> Co-authored-by: totaltube <totaltube@users.noreply.github.com> Co-authored-by: gabrielmoreira <gabrielmoreira@users.noreply.github.com> Co-authored-by: ViFigueiredo <ViFigueiredo@users.noreply.github.com> Co-authored-by: PizzaV <103120356+pizzav-xyz@users.noreply.github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: Nicolas Lorin <androw95220@gmail.com>
…heaper-inference#3173) Cross-request TTFT + gap-after-tool latency metrics (+test). Integrated into release/v3.8.10.
* chore(release): open v3.8.10 development cycle Bump 3.8.9 → 3.8.10 across package.json, lockfile, electron, open-sse, and docs/reference/openapi.yaml; add the [3.8.10] CHANGELOG section (root + 41 i18n mirrors) as the integration target for the cycle. Entries land here as work merges into release/v3.8.10; finalized by the release flow. * fix(providers): resolve web provider alias collisions Assign unique aliases to HuggingChat, Kimi Web, and Qwen Web so they no longer shadow primary providers or trigger startup warnings. Add a unit test to enforce provider alias uniqueness and prevent future collisions. Also expand local ignore and VS Code exclude rules for agent, build, and worktree artifacts. * fix(responses): normalize image_url parts across input paths (cheaper-inference#3150) Normalize image_url parts across all Responses input paths. Integrated into release/v3.8.10. * fix(api-manager): preserve API key expiration local time (cheaper-inference#3146) Preserve API key expiration local time + clear button. Integrated into release/v3.8.10. * Strip previous_response_id for stateless Responses upstreams (cheaper-inference#3143) Strip previous_response_id for stateless Responses upstreams (auto/strip/preserve). Integrated into release/v3.8.10. * fix(opencode-plugin): map thinking cap to interleaved in model+combo (cheaper-inference#3138) Map caps.thinking to ModelV2.capabilities.interleaved for opencode-plugin. Integrated into release/v3.8.10. * fix(providers): use synced models as fallback for all providers (cheaper-inference#3148) Use synced models as authoritative local catalog for all providers (+regression test). Integrated into release/v3.8.10. * fix(qoder): bifurcate validation by token type — PAT→Cosy, regular API key→dashscope (cheaper-inference#3149) Bifurcate Qoder validation by token type (PAT→Cosy, regular→dashscope) +regression test. Integrated into release/v3.8.10. * fix(antigravity): dynamic model resolution via MITM alias table (cheaper-inference#3144) Dynamic antigravity MITM model resolution in the executor (+bug fix +regression test; DB import dropped from client-reachable config). Integrated into release/v3.8.10. * Feature/batch allow big (cheaper-inference#3128) Podman deployment options + larger upload body-size limits (+CONTAINER_HOST docs). Integrated into release/v3.8.10. * fix(fireworks): preserve fully-qualified router/model IDs (cheaper-inference#3133) (cheaper-inference#3160) Fireworks router IDs (accounts/fireworks/routers/...) were double-prefixed with accounts/fireworks/models/ → upstream 404. Add optional acceptedModelIdPrefixes to the registry entry and skip the prepend when the model already starts with an accepted prefix. Co-authored-by: KooshaPari <KooshaPari@users.noreply.github.com> * fix(llama-cpp): route to configured local baseUrl instead of OpenAI (cheaper-inference#3136) (cheaper-inference#3161) llama-cpp was missing from the local-provider group in buildUrl(), so it fell through to the OpenAI baseUrl and returned an OpenAI 401. Add the case to resolve the connection's providerSpecificData.baseUrl. Co-authored-by: tjengbudi <tjengbudi@users.noreply.github.com> * fix(t3-chat-web): parse cookies + convexSessionId from stored credential (cheaper-inference#3007) (cheaper-inference#3162) The executor read credentials.cookies/convexSessionId, but the pipeline only stores the pasted string under apiKey → t3.chat always 400'd. Parse both values from apiKey (fallback accessToken), mirroring validation.ts. Co-authored-by: minhtran162 <minhtran162@users.noreply.github.com> * fix(minimax): stop capping MiniMax-M3 / M2.7 max_tokens at 8192 (cheaper-inference#3141) (cheaper-inference#3163) MiniMax-M3 had no MODEL_SPECS entry and capitalized MiniMax-M2.7 missed its lowercase spec (case-sensitive lookup) → both fell to the 8192 default cap. Add the M3 spec (512K output), alias the capitalized ids, and make getModelSpec lookups case-insensitive. Co-authored-by: totaltube <totaltube@users.noreply.github.com> * fix(github-copilot): discover model catalog live from api.githubcopilot.com (cheaper-inference#3120, cheaper-inference#3121) (cheaper-inference#3164) The github (Copilot) provider had a static hardcoded catalog with no discovery source, so Import Models never refreshed (cheaper-inference#3120) and advertised non-entitled models that 400 on use (cheaper-inference#3121). Add a live /models fetch with fallback to the static list. Co-authored-by: gabrielmoreira <gabrielmoreira@users.noreply.github.com> * fix(combo): invalidate nested-combo cache on edits + log DATA_DIR (cheaper-inference#3147) (cheaper-inference#3165) Editing a combo did not invalidate the 10s nested-combo expansion caches (chat.ts getCombosCachedForChat + chatCore.ts getCombosCached; the exported clearCombosCache was dead code), so a removed nested target/model could be served as a phantom for up to 10s. Wire a shared monotonic combos-cache version in readCache (bumped by invalidateDbCache("combos") on every combo write); both cache layers treat a version mismatch as a miss. Also log the resolved DATA_DIR/SQLITE_FILE absolute path at DB init so the reporter's 'persists across restart + volume wipe' symptom (a multi-replica Docker volume/DATA_DIR mismatch, not a routing bug) is diagnosable from logs. Includes consolidated CHANGELOG entries for cheaper-inference#3133/cheaper-inference#3136/cheaper-inference#3007/cheaper-inference#3141/cheaper-inference#3120/cheaper-inference#3121. Co-authored-by: ViFigueiredo <ViFigueiredo@users.noreply.github.com> * fix(web-tools): parse bare JSON tool calls (cheaper-inference#3157) Parse bare JSON tool calls for deepseek-web (cheaper-inference#2820) + fuzzy tool-name matching. Integrated into release/v3.8.10. * fix(misc): minor fixes across reasoning cache, account fallback, binary manager (cheaper-inference#3177) Misc: ProviderProfile export, DeepSeek reasoning regex, binary guard. Integrated into release/v3.8.10. * fix(kiro): minor OAuth social exchange tweaks (cheaper-inference#3176) Kiro social OAuth: optional targetProvider passthrough. Integrated into release/v3.8.10. * deps: bump hono from 4.12.18 to 4.12.23 (cheaper-inference#3179) Bump hono to 4.12.23. Integrated into release/v3.8.10. * fix(providerRegistry): update kilocode format and executor (cheaper-inference#3166) kilocode: openai format + default executor (matches kilo-gateway) + registry test. Integrated into release/v3.8.10. * feat(metrics): cross-request TTFT and gap latency after tool calls (cheaper-inference#3173) Cross-request TTFT + gap-after-tool latency metrics (+test). Integrated into release/v3.8.10. * feat(dashboard): provider stats API endpoint and dashboard page (cheaper-inference#3175) Provider stats dashboard + API (SQL moved to db module per Hard Rule cheaper-inference#5, +test). Integrated into release/v3.8.10. * fix(usage): sequential+spaced OAuth quota sync, reactive force-refresh, actionable 401 (cheaper-inference#3156) Sequential+spaced OAuth quota sync, reactive force-refresh on 401, actionable 401 in UI. Integrated into release/v3.8.10. * fix(healthcheck): per-provider proactive-refresh skip list (rescue short-TTL OAuth) (cheaper-inference#3159) Per-provider proactive-refresh skip list (OMNIROUTE_HEALTHCHECK_SKIP_PROVIDERS) to rescue short-TTL OAuth. Integrated into release/v3.8.10. * feat(quota): show OAuth token expiry on provider cards (small, blue, informative) (cheaper-inference#3178) Show OAuth token expiry on provider cards (small, blue, informative). Integrated into release/v3.8.10. * fix(providers): empty refresh must not resurface just-cleared synced models (cheaper-inference#3181) Empty refresh must not resurface just-cleared synced models (fixes the release-blocking provider-models-route test). Integrated into release/v3.8.10. * chore(release): v3.8.10 — 2026-06-04 (finalize CHANGELOG) --------- Co-authored-by: Wilson <pedbookmed@gmail.com> Co-authored-by: Xiangzhe <32761048+xz-dev@users.noreply.github.com> Co-authored-by: Jan Leon <Jan.gaschler@gmail.com> Co-authored-by: M.M <mr.maatoug@gmail.com> Co-authored-by: Hernan Javier Ardila Sanchez <hjasgr@gmail.com> Co-authored-by: Markus Hartung <mail@hartmark.se> Co-authored-by: KooshaPari <KooshaPari@users.noreply.github.com> Co-authored-by: tjengbudi <tjengbudi@users.noreply.github.com> Co-authored-by: minhtran162 <minhtran162@users.noreply.github.com> Co-authored-by: totaltube <totaltube@users.noreply.github.com> Co-authored-by: gabrielmoreira <gabrielmoreira@users.noreply.github.com> Co-authored-by: ViFigueiredo <ViFigueiredo@users.noreply.github.com> Co-authored-by: PizzaV <103120356+pizzav-xyz@users.noreply.github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: Nicolas Lorin <androw95220@gmail.com>
Apologies for the PR spam — this is one of several small, focused PRs split from a larger batch to make review easier.
Summary
Tracks latency metrics from tool-call completion to first content token, both within a single request (gap latency) and across requests (cross-request TTFT).
Changes
Files Changed
open-sse/services/toolLatencyTracker.ts— per-provider TTFT/gap metrics (new)open-sse/services/sessionManager.ts—markToolFinish/consumeToolFinishTimeopen-sse/utils/stream.ts— latency recording in SSE pipelinesrc/sse/handlers/chat.ts— chat handler integrationsrc/sse/handlers/chatHelpers.ts— helper integration