diff --git a/webui/src/components/ProvidersView.vue b/webui/src/components/ProvidersView.vue
index b3ff21d..664f501 100644
--- a/webui/src/components/ProvidersView.vue
+++ b/webui/src/components/ProvidersView.vue
@@ -21,11 +21,11 @@ import {
CardTitle,
} from '@/components/ui/card'
import { useSearchQuery } from '@/composables/useSearchQuery'
-import { formatAgo, formatContextWindow, formatUntil, refreshDetailLabel, refreshLabel, routableModelId } from '@/lib/format'
+import { formatAgo, formatContextWindow, formatLatencyMs, formatUntil, refreshDetailLabel, refreshLabel, routableModelId } from '@/lib/format'
import { isModelDegraded } from '@/lib/provider-rate'
import { type ExpandState, clearExpandOverrides, computeExpandedItems, toggleItemExpand } from '@/lib/search-expand'
import { useDashboardStore } from '@/stores/dashboard'
-import type { AdminAliasView, AdminModelMetaView, AdminModelRateView, AdminProviderView } from '@/types/api'
+import type { AdminAliasView, AdminLatencyView, AdminModelMetaView, AdminModelRateView, AdminProviderView } from '@/types/api'
// This component backs the "Providers" tab (App.vue) — a UI-label rename
// only. The data it renders still comes from GET /admin/api/overview
@@ -199,6 +199,58 @@ function healthDetailClass(state: AdminProviderView['healthState']): string {
return state === 'open' ? 'text-destructive' : 'text-muted-foreground'
}
+// --- upstream latency (feat: instrument upstream latency) ---
+//
+// Beside the discovery-health badge above: no badge at all for a stream
+// state with no observations yet (p.latency undefined, or missing that
+// key) — mirrors healthBadgeVariant/modelIsDegraded's own "nothing to
+// show reads as no badge" convention, so absent data reads as absent,
+// never as a fabricated zero.
+//
+// The two stream states are deliberately labeled and worded differently,
+// never merged into one figure (task brief's own correctness rule):
+// streaming shows avgTtfbMs, the load-sensitive reading, labeled "ttfb";
+// non-streaming shows avgDurationMs labeled "avg" — NEVER "latency" or
+// "ttfb" — because a non-streaming provider buffers its whole completion
+// before sending anything, so its own avgTtfbMs is approximately equal
+// to avgDurationMs and carries the identical output-length contamination
+// a raw total-duration figure always has (a 4000-token answer legitimately
+// takes longer than a 50-token one on an equally healthy provider).
+
+/** streamingLatency/nonStreamingLatency pull p.latency's two known stream-state keys (admin.go's buildAdminLatencyViews emits exactly these two strings) — undefined when that stream state has no observations yet. */
+function streamingLatency(p: AdminProviderView): AdminLatencyView | undefined {
+ return p.latency?.streaming
+}
+function nonStreamingLatency(p: AdminProviderView): AdminLatencyView | undefined {
+ return p.latency?.['non-streaming']
+}
+
+/** latencyObservationCount renders v.count (omitted, per admin.go, when 0) as a singular/plural detail phrase for a badge title, falling back to "no observations counted" for the defensive case of a present view with an absent count (version skew). */
+function latencyObservationCount(v: AdminLatencyView): string {
+ if (v.count === undefined) return 'no observations counted'
+ return `${v.count} ${v.count === 1 ? 'observation' : 'observations'} on this replica`
+}
+
+/**
+ * PER_REPLICA_CAVEAT is appended to every latency badge's title (task
+ * brief's correctness rule 1): this figure comes from the same
+ * in-process accumulator the rate-limit rejection counter reads, never
+ * Redis, so it reflects only whichever of this deployment's several
+ * Traefik replicas answered the current poll — never a fleet-wide
+ * average, and a freshly restarted pod shows a short window.
+ */
+const PER_REPLICA_CAVEAT = 'Per-replica, in-process only — not a fleet-wide average across this deployment’s replicas.'
+
+/** streamingLatencyTitle is the streaming ttfb badge's hover/title detail. */
+function streamingLatencyTitle(v: AdminLatencyView): string {
+ return `Average time to first byte, the load-sensitive reading for streaming traffic. ${latencyObservationCount(v)}. ${PER_REPLICA_CAVEAT}`
+}
+
+/** nonStreamingLatencyTitle is the non-streaming avg-duration badge's hover/title detail — explicit that this is NOT a latency/ttfb reading (correctness rule 2). */
+function nonStreamingLatencyTitle(v: AdminLatencyView): string {
+ return `Average total response time, including generation — not a load-sensitive signal like streaming ttfb, since this provider buffers the whole completion before sending anything. ${latencyObservationCount(v)}. ${PER_REPLICA_CAVEAT}`
+}
+
// --- model aliases (sortable DataTable, operator directive) ---
//
// The alias id gets the ModelChip copy treatment (an alias name IS the
@@ -340,6 +392,33 @@ const aliasEmptyMessage = computed(() =>
>
{{ healthBadgeLabel(p) }}
+
+
+ streaming ttfb {{ formatLatencyMs(streamingLatency(p)!.avgTtfbMs as number) }}
+
+
+ non-streaming avg {{ formatLatencyMs(nonStreamingLatency(p)!.avgDurationMs as number) }}
+
{
expect(formatCompactCount(-15_000_000)).toBe('-15M')
})
})
+
+// Latency panel (feat: instrument upstream latency, webui surface):
+// avgTtfbMs/avgDurationMs arrive from admin.go as plain millisecond
+// floats. formatLatencyMs is deliberately a plain rounding, not a
+// floor-not-round boundary rule like formatCompactCount above — these are
+// averages with no discrete threshold a reader could misinterpret as
+// crossed.
+describe('formatLatencyMs', () => {
+ it.each([
+ { ms: 0, want: '0ms' },
+ { ms: 42.7, want: '43ms' }, // sub-1000ms rounds to the nearest ms
+ { ms: 999.4, want: '999ms' }, // just under the 1000ms/1s boundary
+ { ms: 1000, want: '1.0s' }, // the boundary itself switches to seconds
+ { ms: 1234, want: '1.2s' },
+ { ms: 12_345, want: '12.3s' },
+ ])('formatLatencyMs($ms) = $want', ({ ms, want }) => {
+ expect(formatLatencyMs(ms)).toBe(want)
+ })
+})
diff --git a/webui/src/lib/format.ts b/webui/src/lib/format.ts
index c0b332b..00426f3 100644
--- a/webui/src/lib/format.ts
+++ b/webui/src/lib/format.ts
@@ -147,6 +147,21 @@ export function formatModelCostHover(inputUsd: number, outputUsd: number): strin
return `in ${formatUsdPerMTok(inputUsd)} / out ${formatUsdPerMTok(outputUsd)} per MTok`
}
+/**
+ * formatLatencyMs renders a millisecond average (admin.go's
+ * adminLatencyView.avgTtfbMs/avgDurationMs — feat: latency panel) as a
+ * compact duration: plain milliseconds below 1000 ("120ms"), one-decimal
+ * seconds at or above it ("1.2s"). These values are already averages
+ * (sum/count from the in-process latency accumulator), so rounding here
+ * carries none of formatCompactCount's boundary-crossing honesty concern
+ * above — there is no discrete threshold a caller could misread as
+ * crossed, just a plain rounded reading.
+ */
+export function formatLatencyMs(ms: number): string {
+ if (ms < 1000) return `${Math.round(ms)}ms`
+ return `${(ms / 1000).toFixed(1)}s`
+}
+
/** formatAgo renders an ISO timestamp as "(Ns ago)", or "" for the unset zero-time sentinel. */
export function formatAgo(iso: string | undefined): string {
if (!iso || iso === ZERO_TIME) return ''
diff --git a/webui/src/types/api.ts b/webui/src/types/api.ts
index 11924e4..b4a0478 100644
--- a/webui/src/types/api.ts
+++ b/webui/src/types/api.ts
@@ -40,6 +40,24 @@ export interface AdminModelMetaView {
outputPerMTokUsd?: number
}
+/**
+ * One provider's one stream-state's compact latency summary (admin.go:
+ * adminLatencyView — feat: instrument upstream latency), sourced from the
+ * SAME in-process g.latency accumulator /metrics reads, never Redis —
+ * PER-REPLICA, not fleet-wide (see AdminProviderView.latency's own doc
+ * comment). Every field is optional/undefined, not a plain 0: each is
+ * `omitempty` on the Go side, so undefined means "no observations for
+ * this field", never a fabricated zero. avgTtfbMs in particular must
+ * never be treated as interchangeable with avgDurationMs — see
+ * AdminProviderView.latency's doc comment for why they diverge for
+ * non-streaming traffic.
+ */
+export interface AdminLatencyView {
+ avgTtfbMs?: number
+ avgDurationMs?: number
+ count?: number
+}
+
export interface AdminProviderView {
name: string
type: string
@@ -96,6 +114,34 @@ export interface AdminProviderView {
failuresMinute: number
/** Per-model breakdown of the counters above, keyed by upstream model id — always present (possibly empty), never omitted. */
modelRates: Record
+ /**
+ * latency is this provider's compact per-stream average TTFB/duration
+ * summary (admin.go: adminProviderView.Latency — feat: instrument
+ * upstream latency), keyed by "streaming"/"non-streaming" — the same
+ * two string keys buildAdminLatencyViews (admin.go) emits, mirrored
+ * here as a literal union rather than a bare Record so a
+ * caller cannot accidentally index a third, nonexistent stream state.
+ * Undefined entirely for a provider with no observations yet, or a
+ * deployment with metrics collection gated off — undefined, never an
+ * empty object, so "no data" is never confused with "data says zero".
+ *
+ * PER-REPLICA, IN-PROCESS: sourced from the same in-process
+ * accumulator the rate-limit rejection counters read, never Redis.
+ * This deployment runs multiple Traefik replicas, so any single poll
+ * reflects only whichever replica answered it, and a freshly restarted
+ * pod shows a short observation window — never render this as if it
+ * were a fleet-wide average.
+ *
+ * STREAMING VS NON-STREAMING ARE NOT COMPARABLE: avgTtfbMs is the
+ * load-sensitive figure, and only for stream === 'streaming' — a
+ * non-streaming provider buffers its whole completion before sending
+ * anything, so its own avgTtfbMs is approximately equal to its own
+ * avgDurationMs and carries the identical output-length contamination
+ * (a long completion legitimately takes longer than a short one on an
+ * equally healthy provider). Never average the two stream states
+ * together or present either one as a bare, unlabeled "latency".
+ */
+ latency?: Partial>
}
export interface AdminRedisView {