{ "schema": "quota.swarm-feed/v1", "generated_at": "2026-11-04T10:29:37Z", "generated_by": "scripts/quota_swarm_feed.py", "spec": { "doc": "docs/ops/PROVIDER-DISPATCH-CAPABILITY.md", "grouping": "family (registry id prefix) > registry records; g4f upstreams nest under the single g4f family", "envelope": "aligned with Tracking nested-family/v1 {schema, generated_at, generated_by, spec, sources, summary, providers, gaps}", "swarm_definition": "owner 2026-11-01: ALL providers' inference model endpoints participating in 3L0 DoE" }, "sources": [ { "id": "registry", "path": "ops/quota/registry.json", "generated_at": null }, { "id": "census", "path": "ops/quota/allocation-verification.json", "generated_at": null }, { "id": "readings", "path": "docs/ops/generated/quota-status.json", "generated_at": "2026-11-04T01:59:43.471356+00:00" }, { "id": "usage-series", "path": "ops/quota/usage-series.json", "generated_at": "2026-11-04T10:29:37Z" }, { "id": "rate-limit-events", "path": "ops/quota/rate-limit-events.json", "generated_at": null } ], "summary": { "registry_model_records": 97, "distinct_providers": 95, "families": 35, "families_direct": 34, "g4f_children": 61, "live_verified_families": 12, "rate_limit_events": 8, "families_populated": 29, "families_gap": 6, "records_populated": 2, "records_total": 97, "population": { "providers_total": 95, "providers_populated": 2, "providers_gap": 93, "families_total": 35, "families_populated": 29, "families_gap": 6 } }, "providers": [ { "provider": "aion", "record_count": 1, "providers_distinct": 1, "live_verified": false, "population": { "state": "populated", "bases": [ "census" ] }, "census": { "verdict": "not-established", "evidence": "not-established", "free_tier": { "state": "not-established", "limits": "404 no Route matched - route wrong, no key verdict" }, "credits": { "available": "not-established", "claimed": "not-established", "balance": null, "source": "probe run 41263537880" }, "replenishment": { "mechanism": "not-established", "gate": "not-established" }, "flags": [ "route-dead" ] }, "records": [ { "id": "aion.free_tokens", "provider": "aion", "metric": "Free tier token allowance", "limit": 20000, "unit": "tokens/day", "window": "daily", "reset": "daily (schedule not published)", "live": "none published (no rate-limit headers or usage endpoint documented)", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null } ] }, { "provider": "baseten", "record_count": 1, "providers_distinct": 1, "live_verified": false, "population": { "state": "gap", "bases": [] }, "census": null, "records": [ { "id": "baseten.api", "provider": "baseten", "metric": "Prepaid API credits (pay-as-you-go inference)", "limit": null, "unit": "USD credits (prepaid)", "window": "n/a", "reset": "n/a", "live": "none published", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null } ] }, { "provider": "cerebras", "record_count": 1, "providers_distinct": 1, "live_verified": false, "population": { "state": "populated", "bases": [ "census" ] }, "census": { "verdict": "not-established", "evidence": "not-established", "free_tier": { "state": "not-established", "limits": "not-established" }, "credits": { "available": "not-established", "claimed": "not-established", "balance": null, "source": "no secret under any name (61-name census, gaps recon PR #2859) - provisioning lane" }, "replenishment": { "mechanism": "not-established", "gate": "not-established" }, "flags": [ "no-credential" ] }, "records": [ { "id": "cerebras.free_tokens", "provider": "cerebras", "metric": "Free Trial token allowance", "limit": 1000000, "unit": "tokens/day", "window": "daily", "reset": "continuous token-bucket replenishment; no fixed reset", "live": "none published (no usage endpoint or rate-limit headers documented); Cloud Console Limits page is authoritative per organization; 429 names the exceeded bucket", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null } ] }, { "provider": "claude", "record_count": 1, "providers_distinct": 1, "live_verified": false, "population": { "state": "gap", "bases": [] }, "census": null, "records": [ { "id": "claude.seat_runtime", "provider": "Claude", "metric": "Inference dispatches via the Muse seat runtime (endpoint Muse::Muse Spark 1.3; metered, seat-runtime pool)", "limit": null, "unit": "dispatches (consumption NOT ESTABLISHED)", "window": "seat plan window (not exposed)", "reset": "not exposed", "live": "routed-dispatch stamps + nested-family carriers; usage-series model axis carries the activity-proxy counts; no passive quota reader", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "early_signal", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null } ] }, { "provider": "cloudflare", "record_count": 1, "providers_distinct": 1, "live_verified": true, "population": { "state": "populated", "bases": [ "census" ] }, "census": { "verdict": "not-established", "evidence": "api-verified", "free_tier": { "state": "not-established", "limits": "401 code 1000 at /user/tokens/verify; account-scoped token not excluded" }, "credits": { "available": "not-established", "claimed": "not-established", "balance": null, "source": "token verify read, run 41263537880" }, "replenishment": { "mechanism": "not-established", "gate": "not-established" }, "flags": [ "verify-scope" ] }, "records": [ { "id": "cloudflare.workers_ai", "provider": "cloudflare", "metric": "Workers AI free allocation", "limit": 10000, "unit": "Neurons/day", "window": "daily", "reset": "daily at 00:00 UTC", "live": "none published (no usage API); Workers AI dashboard only", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null } ] }, { "provider": "cohere", "record_count": 1, "providers_distinct": 1, "live_verified": true, "population": { "state": "populated", "bases": [ "census" ] }, "census": { "verdict": "free", "evidence": "api-verified", "free_tier": { "state": "active", "limits": "not-established - surface exposes no quota/balance object" }, "credits": { "available": "not-established", "claimed": "not-established", "balance": null, "source": "key-gated models surface answered 200 in probe run 41263537880; limits/balance not exposed by this surface" }, "replenishment": { "mechanism": "not-established", "gate": "not-established" }, "flags": [] }, "records": [ { "id": "cohere.trial_calls", "provider": "cohere", "metric": "Trial key call allowance", "limit": 1000, "unit": "API calls/month", "window": "monthly", "reset": "monthly", "live": "response meta billed_units; dashboard (no dedicated usage endpoint documented)", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null } ] }, { "provider": "deepinfra", "record_count": 1, "providers_distinct": 1, "live_verified": false, "population": { "state": "gap", "bases": [] }, "census": null, "records": [ { "id": "deepinfra.api", "provider": "deepinfra", "metric": "Prepaid API balance (pay-as-you-go inference)", "limit": null, "unit": "USD balance (prepaid)", "window": "n/a", "reset": "n/a", "live": "none published", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null } ] }, { "provider": "deepseek", "record_count": 1, "providers_distinct": 1, "live_verified": false, "population": { "state": "gap", "bases": [] }, "census": null, "records": [ { "id": "deepseek.api", "provider": "DeepSeek", "metric": "Inference via the direct DeepSeek API route (distinct from the g4f route g4f.deepseek and the CI build arm deepseek.build_dispatch)", "limit": null, "unit": "requests/tokens (NOT ESTABLISHED)", "window": "provider-side (not established)", "reset": "not established", "live": "nested-family carriers + dispatch records; no passive quota reader", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "early_signal", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null } ] }, { "provider": "felo", "record_count": 1, "providers_distinct": 1, "live_verified": false, "population": { "state": "populated", "bases": [ "census" ] }, "census": { "verdict": "free-equivalent", "evidence": "owner-attested", "free_tier": { "state": "not-established", "limits": "not-established" }, "credits": { "available": "yes (owner-attested exemplar)", "claimed": "not-established", "balance": null, "source": "owner statement 2026-10-31; API attempt edge-blocked (1010) in run 41263537880 - claim-state still unverified firsthand" }, "replenishment": { "mechanism": "not-established", "gate": "not-established" }, "flags": [ "route-blocked", "verify-claim-state" ] }, "records": [ { "id": "felo.api_credits", "provider": "felo", "metric": "Search API Free Standard credits (daily refill) + intermittent free models", "limit": 200, "unit": "credits/day", "window": "daily", "reset": "daily refill", "live": "response headers X-RateLimit-Limit, X-RateLimit-Remaining, X-RateLimit-Reset, Retry-After", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null } ] }, { "provider": "friendli", "record_count": 1, "providers_distinct": 1, "live_verified": false, "population": { "state": "gap", "bases": [] }, "census": null, "records": [ { "id": "friendli.api", "provider": "friendli", "metric": "Prepaid API balance (pay-as-you-go inference)", "limit": null, "unit": "USD balance (prepaid)", "window": "n/a", "reset": "n/a", "live": "none published", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null } ] }, { "provider": "g4f", "record_count": 61, "providers_distinct": 61, "live_verified": false, "population": { "state": "populated", "bases": [ "census" ] }, "census": { "verdict": "not-established", "evidence": "not-established", "free_tier": { "state": "not-established", "limits": "not-established" }, "credits": { "available": "not-established", "claimed": "not-established", "balance": null, "source": "route named in census doc" }, "replenishment": { "mechanism": "not-established", "gate": "not-established" }, "flags": [] }, "records": [ { "id": "g4f.agenttools", "provider": "g4f/AgentTools", "metric": "g4f provider AgentTools \u2014 free/no-auth quota (resolution 2026-10-28)", "limit": 250, "unit": "units", "window": "per day", "reset": "unknown", "live": "none; observe 429/retry-after per call (g4f surface, REFERENCE_ONLY, runtime_eligible=false)", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null }, { "id": "g4f.airforce", "provider": "g4f/Airforce", "metric": "g4f provider Airforce \u2014 free/no-auth quota (resolution 2026-10-28)", "limit": 1000, "unit": "requests", "window": "per day", "reset": "unknown", "live": "none; observe 429/retry-after per call (g4f surface, REFERENCE_ONLY, runtime_eligible=false)", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null }, { "id": "g4f.antigravity", "provider": "g4f/Antigravity", "metric": "g4f provider Antigravity \u2014 free/no-auth quota (resolution 2026-10-28)", "limit": null, "unit": "unmetered / unknown (NOT ESTABLISHED)", "window": "unknown", "reset": "unknown", "live": "none; observe 429/retry-after per call (g4f surface, REFERENCE_ONLY, runtime_eligible=false)", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null }, { "id": "g4f.arena", "provider": "g4f/Arena", "metric": "g4f provider Arena \u2014 free/no-auth quota (resolution 2026-10-28)", "limit": null, "unit": "unmetered / unknown (NOT ESTABLISHED)", "window": "unknown", "reset": "unknown", "live": "none; observe 429/retry-after per call (g4f surface, REFERENCE_ONLY, runtime_eligible=false)", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null }, { "id": "g4f.bingcreateimages", "provider": "g4f/BingCreateImages", "metric": "g4f provider BingCreateImages \u2014 free/no-auth quota (resolution 2026-10-28)", "limit": null, "unit": "unmetered / unknown (NOT ESTABLISHED)", "window": "unknown", "reset": "unknown", "live": "none; observe 429/retry-after per call (g4f surface, REFERENCE_ONLY, runtime_eligible=false)", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null }, { "id": "g4f.blackboxpro", "provider": "g4f/BlackboxPro", "metric": "g4f provider BlackboxPro \u2014 free/no-auth quota (resolution 2026-10-28)", "limit": null, "unit": "unmetered / unknown (NOT ESTABLISHED)", "window": "unknown", "reset": "unknown", "live": "none; observe 429/retry-after per call (g4f surface, REFERENCE_ONLY, runtime_eligible=false)", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null }, { "id": "g4f.blackforestlabs_flux1dev", "provider": "g4f/BlackForestLabs_Flux1Dev", "metric": "g4f provider BlackForestLabs_Flux1Dev \u2014 free/no-auth quota (resolution 2026-10-28)", "limit": 2, "unit": "minutes of GPU time", "window": "per day, resets exactly 24 hours after first GPU usage", "reset": "unknown", "live": "none; observe 429/retry-after per call (g4f surface, REFERENCE_ONLY, runtime_eligible=false)", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null }, { "id": "g4f.blackforestlabs_flux1kontextdev", "provider": "g4f/BlackForestLabs_Flux1KontextDev", "metric": "g4f provider BlackForestLabs_Flux1KontextDev \u2014 free/no-auth quota (resolution 2026-10-28)", "limit": 2, "unit": "minutes of GPU time", "window": "per day, resets exactly 24 hours after first GPU usage", "reset": "unknown", "live": "none; observe 429/retry-after per call (g4f surface, REFERENCE_ONLY, runtime_eligible=false)", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null }, { "id": "g4f.bravesearch", "provider": "g4f/BraveSearch", "metric": "g4f provider BraveSearch \u2014 free/no-auth quota (resolution 2026-10-28)", "limit": null, "unit": "unmetered / unknown (NOT ESTABLISHED)", "window": "unknown", "reset": "unknown", "live": "none; observe 429/retry-after per call (g4f surface, REFERENCE_ONLY, runtime_eligible=false)", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null }, { "id": "g4f.cachedsearch", "provider": "g4f/CachedSearch", "metric": "g4f provider CachedSearch \u2014 free/no-auth quota (resolution 2026-10-28)", "limit": null, "unit": "unmetered / unknown (NOT ESTABLISHED)", "window": "unknown", "reset": "unknown", "live": "none; observe 429/retry-after per call (g4f surface, REFERENCE_ONLY, runtime_eligible=false)", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null }, { "id": "g4f.cerebras", "provider": "g4f/Cerebras", "metric": "g4f provider Cerebras \u2014 free/no-auth quota (resolution 2026-10-28)", "limit": null, "unit": "unmetered / unknown (NOT ESTABLISHED)", "window": "unknown", "reset": "unknown", "live": "none; observe 429/retry-after per call (g4f surface, REFERENCE_ONLY, runtime_eligible=false)", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null }, { "id": "g4f.chatgpt", "provider": "g4f/ChatGPT", "metric": "g4f provider ChatGPT \u2014 free/no-auth quota (resolution 2026-10-28)", "limit": null, "unit": "unmetered / unknown (NOT ESTABLISHED)", "window": "unknown", "reset": "unknown", "live": "none; observe 429/retry-after per call (g4f surface, REFERENCE_ONLY, runtime_eligible=false)", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null }, { "id": "g4f.claude", "provider": "g4f/Claude", "metric": "g4f provider Claude \u2014 free/no-auth quota (resolution 2026-10-28)", "limit": null, "unit": "unmetered / unknown (NOT ESTABLISHED)", "window": "unknown", "reset": "unknown", "live": "none; observe 429/retry-after per call (g4f surface, REFERENCE_ONLY, runtime_eligible=false)", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null }, { "id": "g4f.cloudflare", "provider": "g4f/Cloudflare", "metric": "g4f provider Cloudflare \u2014 free/no-auth quota (resolution 2026-10-28)", "limit": null, "unit": "unmetered / unknown (NOT ESTABLISHED)", "window": "unknown", "reset": "unknown", "live": "none; observe 429/retry-after per call (g4f surface, REFERENCE_ONLY, runtime_eligible=false)", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null }, { "id": "g4f.cohereforai_c4ai_command", "provider": "g4f/CohereForAI_C4AI_Command", "metric": "g4f provider CohereForAI_C4AI_Command \u2014 free/no-auth quota (resolution 2026-10-28)", "limit": null, "unit": "unmetered / unknown (NOT ESTABLISHED)", "window": "unknown", "reset": "unknown", "live": "none; observe 429/retry-after per call (g4f surface, REFERENCE_ONLY, runtime_eligible=false)", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null }, { "id": "g4f.copilot", "provider": "g4f/Copilot", "metric": "g4f provider Copilot \u2014 free/no-auth quota (resolution 2026-10-28)", "limit": null, "unit": "unmetered / unknown (NOT ESTABLISHED)", "window": "unknown", "reset": "unknown", "live": "none; observe 429/retry-after per call (g4f surface, REFERENCE_ONLY, runtime_eligible=false)", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null }, { "id": "g4f.copilotapp", "provider": "g4f/CopilotApp", "metric": "g4f provider CopilotApp \u2014 free/no-auth quota (resolution 2026-10-28)", "limit": null, "unit": "unmetered / unknown (NOT ESTABLISHED)", "window": "unknown", "reset": "unknown", "live": "none; observe 429/retry-after per call (g4f surface, REFERENCE_ONLY, runtime_eligible=false)", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null }, { "id": "g4f.deepinfra", "provider": "g4f/DeepInfra", "metric": "g4f provider DeepInfra \u2014 free/no-auth quota (resolution 2026-10-28)", "limit": null, "unit": "unmetered / unknown (NOT ESTABLISHED)", "window": "unknown", "reset": "unknown", "live": "none; observe 429/retry-after per call (g4f surface, REFERENCE_ONLY, runtime_eligible=false)", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null }, { "id": "g4f.deepseek", "provider": "g4f/DeepSeek", "metric": "g4f provider DeepSeek \u2014 free/no-auth quota (resolution 2026-10-28)", "limit": null, "unit": "unmetered / unknown (NOT ESTABLISHED)", "window": "unknown", "reset": "unknown", "live": "none; observe 429/retry-after per call (g4f surface, REFERENCE_ONLY, runtime_eligible=false)", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null }, { "id": "g4f.elevenlabs", "provider": "g4f/ElevenLabs", "metric": "g4f provider ElevenLabs \u2014 free/no-auth quota (resolution 2026-10-28)", "limit": 10000, "unit": "credits", "window": "per month", "reset": "unknown", "live": "none; observe 429/retry-after per call (g4f surface, REFERENCE_ONLY, runtime_eligible=false)", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null }, { "id": "g4f.g4fspace", "provider": "g4f/G4FSpace", "metric": "g4f provider G4FSpace \u2014 free/no-auth quota (resolution 2026-10-28)", "limit": null, "unit": "unmetered / unknown (NOT ESTABLISHED)", "window": "unknown", "reset": "unknown", "live": "none; observe 429/retry-after per call (g4f surface, REFERENCE_ONLY, runtime_eligible=false)", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null }, { "id": "g4f.gemini", "provider": "g4f/Gemini", "metric": "g4f provider Gemini \u2014 free/no-auth quota (resolution 2026-10-28)", "limit": null, "unit": "unmetered / unknown (NOT ESTABLISHED)", "window": "unknown", "reset": "unknown", "live": "none; observe 429/retry-after per call (g4f surface, REFERENCE_ONLY, runtime_eligible=false)", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null }, { "id": "g4f.geminicli", "provider": "g4f/GeminiCLI", "metric": "g4f provider GeminiCLI \u2014 free/no-auth quota (resolution 2026-10-28)", "limit": 1000, "unit": "requests", "window": "per user per day", "reset": "unknown", "live": "none; observe 429/retry-after per call (g4f surface, REFERENCE_ONLY, runtime_eligible=false)", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null }, { "id": "g4f.geminipro", "provider": "g4f/GeminiPro", "metric": "g4f provider GeminiPro \u2014 free/no-auth quota (resolution 2026-10-28)", "limit": null, "unit": "unmetered / unknown (NOT ESTABLISHED)", "window": "unknown", "reset": "unknown", "live": "none; observe 429/retry-after per call (g4f surface, REFERENCE_ONLY, runtime_eligible=false)", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null }, { "id": "g4f.githubcopilot", "provider": "g4f/GithubCopilot", "metric": "g4f provider GithubCopilot \u2014 free/no-auth quota (resolution 2026-10-28)", "limit": 50, "unit": "premium requests (all chat interactions count as premium requests)", "window": "per month", "reset": "unknown", "live": "none; 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observe 429/retry-after per call (g4f surface, REFERENCE_ONLY, runtime_eligible=false)", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null }, { "id": "g4f.you", "provider": "g4f/You", "metric": "g4f provider You \u2014 free/no-auth quota (resolution 2026-10-28)", "limit": null, "unit": "unmetered / unknown (NOT ESTABLISHED)", "window": "unknown", "reset": "unknown", "live": "none; observe 429/retry-after per call (g4f surface, REFERENCE_ONLY, runtime_eligible=false)", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null }, { "id": "g4f.yqcloud", "provider": "g4f/Yqcloud", "metric": "g4f provider Yqcloud \u2014 free/no-auth quota (resolution 2026-10-28)", "limit": null, "unit": "unmetered / unknown (NOT ESTABLISHED)", "window": "unknown", "reset": "unknown", "live": "none; observe 429/retry-after per call (g4f surface, REFERENCE_ONLY, runtime_eligible=false)", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null } ] }, { "provider": "gemini", "record_count": 1, "providers_distinct": 1, "live_verified": true, "population": { "state": "populated", "bases": [ "census" ] }, "census": { "verdict": "free", "evidence": "api-verified", "free_tier": { "state": "active", "limits": "AI Studio free-quota class; API exposes no balance object" }, "credits": { "available": "not-established", "claimed": "not-established", "balance": null, "source": "key-gated models surface answered 200 in probe run 41263537880; limits/balance not exposed by this surface" }, "replenishment": { "mechanism": "not-established", "gate": "not-established" }, "flags": [] }, "records": [ { "id": "gemini.api_free", "provider": "google", "metric": "RPM/TPM/RPD per model, per project", "limit": null, "unit": "per-model", "window": "daily (RPD)", "reset": "midnight", "live": "none; .github/actions/gemini-quota-gate soft budgets + 429s", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null } ] }, { "provider": "github", "record_count": 1, "providers_distinct": 1, "live_verified": true, "population": { "state": "populated", "bases": [ "census", "usage-series" ] }, "census": { "verdict": "free", "evidence": "api-verified", "free_tier": { "state": "active", "limits": "plan=free; PAT 5000/h core, App 5000/h/installation, GITHUB_TOKEN 1000/h/repo; Actions minutes free on public repos (doc)" }, "credits": { "available": "not-established", "claimed": "not-established", "balance": null, "source": "user billing API 404 via PAT (scope)" }, "replenishment": { "mechanism": "hourly bucket refill; monthly minutes", "gate": "none for free layer" }, "flags": [] }, "records": [ { "id": "github.copilot.free", "provider": "github", "metric": "Copilot Free allowance", "limit": null, "unit": "requests/month", "window": "monthly", "reset": "unverified", "live": "none (no usage API for Free)", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": { "key": "github", "title": "GitHub API core - remaining", "unit": "requests/hour", "kind": "measured", "metric": "remaining", "points": [ { "t": "2026-10-28T23:41:00Z", "v": 0 }, { "t": "2026-10-29T00:32:00Z", "v": 2950 }, { "t": "2026-10-29T00:37:00Z", "v": 2945 }, { "t": "2026-10-29T05:50:14Z", "v": 0 }, { "t": "2026-10-29T11:41:45Z", "v": 0 }, { "t": "2026-10-29T21:39:53Z", "v": 0 }, { "t": "2026-10-30T01:32:00Z", "v": 0 }, { "t": "2026-10-30T01:36:00Z", "v": 0 }, { "t": "2026-10-30T01:43:00Z", "v": 4999 }, { "t": "2026-10-30T01:45:00Z", "v": 4645 }, { "t": "2026-10-30T01:54:00Z", "v": 3230 }, { "t": "2026-11-02T06:30:06Z", "v": 3871 } ], "provenance": "ops/quota/quota-usage.json series1_api_core", "context": { "target_flow_per_min": 83.33333333333333, "source": "ops/quota/allocation-plan.json pool github", "note": "plan target flow - context only, not usage; plotted only if units match" }, "last_point_at": "2026-11-02T06:30:06Z" }, "populated": true } ] }, { "provider": "groq", "record_count": 1, "providers_distinct": 1, "live_verified": false, "population": { "state": "populated", "bases": [ "census" ] }, "census": { "verdict": "not-established", "evidence": "not-established", "free_tier": { "state": "not-established", "limits": "route edge-blocked (Cloudflare 1010 from Actions egress) - no key verdict" }, "credits": { "available": "not-established", "claimed": "not-established", "balance": null, "source": "probe run 41263537880" }, "replenishment": { "mechanism": "not-established", "gate": "not-established" }, "flags": [ "route-blocked" ] }, "records": [ { "id": "groq.free_tier", "provider": "groq", "metric": "Free tier rate limits (per model)", "limit": null, "unit": "per-model requests/tokens", "window": "per minute/day", "reset": "x-ratelimit-reset-requests / x-ratelimit-reset-tokens headers", "live": "response headers x-ratelimit-limit-requests, x-ratelimit-remaining-requests, x-ratelimit-reset-requests, x-ratelimit-limit-tokens, x-ratelimit-remaining-tokens, x-ratelimit-reset-tokens, retry-after (passive adapter implemented)", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null } ] }, { "provider": "huggingface", "record_count": 1, "providers_distinct": 1, "live_verified": true, "population": { "state": "populated", "bases": [ "census" ] }, "census": { "verdict": "free", "evidence": "api-verified", "free_tier": { "state": "active", "limits": "account free: isPro=false, no orgs (whoami-v2)" }, "credits": { "available": "not-established", "claimed": "not-established", "balance": null, "source": "whoami-v2 account object, run 41263537880" }, "replenishment": { "mechanism": "not-established", "gate": "not-established" }, "flags": [] }, "records": [ { "id": "huggingface.inference_providers", "provider": "huggingface", "metric": "Inference Providers monthly credits", "limit": null, "unit": "monthly credits", "window": "monthly", "reset": "monthly", "live": "Hub RateLimit response header (remaining r, seconds-to-reset t; 5-minute fixed windows; passive adapter implemented \u2014 Hub API/Resolver/Pages categories, NOT hosted-inference quota); organization usage API GET /api/organizations/{org}/billing/usage/inference (Enterprise); router free/zero models via /v1/models catalog poll", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null } ] }, { "provider": "kilo", "record_count": 1, "providers_distinct": 1, "live_verified": false, "population": { "state": "populated", "bases": [ "census" ] }, "census": { "verdict": "not-established", "evidence": "not-established", "free_tier": { "state": "not-established", "limits": "not-established" }, "credits": { "available": "not-established", "claimed": "not-established", "balance": null, "source": "no secret under any name (61-name census, gaps recon PR #2859) - provisioning lane" }, "replenishment": { "mechanism": "not-established", "gate": "not-established" }, "flags": [ "no-credential" ] }, "records": [ { "id": "kilo.free_models", "provider": "kilo", "metric": "Free model requests (kilo-auto/free)", "limit": 200, "unit": "requests/hour", "window": "hourly", "reset": "per-hour window (per IP)", "live": "none published", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null } ] }, { "provider": "llm7", "record_count": 1, "providers_distinct": 1, "live_verified": true, "population": { "state": "populated", "bases": [ "census" ] }, "census": { "verdict": "free", "evidence": "api-verified", "free_tier": { "state": "active", "limits": "not-established - surface exposes no quota/balance object" }, "credits": { "available": "not-established", "claimed": "not-established", "balance": null, "source": "key-gated models surface answered 200 in probe run 41263537880; limits/balance not exposed by this surface" }, "replenishment": { "mechanism": "not-established", "gate": "not-established" }, "flags": [] }, "records": [ { "id": "llm7.free_token", "provider": "llm7", "metric": "Free token allowance (turbo models)", "limit": 100000, "unit": "tokens/day", "window": "daily", "reset": "daily", "live": "GET /v1/models per-model tier/pricing/limit fields; allowance state via dashboard", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null } ] }, { "provider": "meta", "record_count": 3, "providers_distinct": 1, "live_verified": false, "population": { "state": "populated", "bases": [ "census" ] }, "census": { "verdict": "not-established", "evidence": "not-established", "free_tier": { "state": "not-established", "limits": "not-established" }, "credits": { "available": "not-established", "claimed": "not-established", "balance": null, "source": "route named in census doc" }, "replenishment": { "mechanism": "not-established", "gate": "not-established" }, "flags": [] }, "records": [ { "id": "meta.llama_api", "provider": "meta", "metric": "Meta Llama API (RETIRED 2026-07-06; was https://api.llama.com/compat/v1/, LLAMA_API_KEY)", "limit": 0, "unit": "requests", "window": "n/a", "reset": "n/a (retired)", "live": "none (retired; superseded by meta.model_api)", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null }, { "id": "meta.model_api", "provider": "meta", "metric": "Meta Model API usage \u2014 Muse Spark / Muse Wonder / Muse Voice via https://api.meta.ai/v1 (Responses + Chat Completions + Messages + Files; OpenAI/Anthropic SDK compatible)", "limit": null, "unit": "tokens (metered, public preview)", "window": "n/a", "reset": "unverified \u2014 no published rate-limit counter established 2026-10-30", "live": "none (no usage API established; credential MODEL_API_KEY not provisioned \u2014 owner provisioning item, names-only)", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null }, { "id": "meta.muse_code", "provider": "meta", "metric": "Muse Code CLI coding agent (terminal agent backed by Muse Spark; install https://dev.meta.ai/install.sh, binary `muse`)", "limit": null, "unit": "tasks (subscription or Meta Model API PAYG)", "window": "monthly (subscription) / metered (PAYG)", "reset": "unverified", "live": "none (auth = browser sign-in or META_API_KEY / muse auth set; credential not provisioned \u2014 owner item, names-only)", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null } ] }, { "provider": "mistral", "record_count": 1, "providers_distinct": 1, "live_verified": false, "population": { "state": "populated", "bases": [ "census" ] }, "census": { "verdict": "not-established", "evidence": "not-established", "free_tier": { "state": "not-established", "limits": "not-established" }, "credits": { "available": "not-established", "claimed": "not-established", "balance": null, "source": "no secret under any name (61-name census, gaps recon PR #2859) - provisioning lane" }, "replenishment": { "mechanism": "not-established", "gate": "not-established" }, "flags": [ "no-credential" ] }, "records": [ { "id": "mistral.free_mode", "provider": "mistral", "metric": "Free mode (Experiment) included usage", "limit": null, "unit": "included usage (per model, in-account)", "window": "unknown", "reset": "unknown", "live": "none published (Admin Panel only; Admin API is Enterprise)", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null } ] }, { "provider": "modelscope", "record_count": 1, "providers_distinct": 1, "live_verified": false, "population": { "state": "populated", "bases": [ "census" ] }, "census": { "verdict": "not-established", "evidence": "not-established", "free_tier": { "state": "not-established", "limits": "not-established" }, "credits": { "available": "not-established", "claimed": "not-established", "balance": null, "source": "no secret under any name (61-name census, gaps recon PR #2859) - provisioning lane" }, "replenishment": { "mechanism": "not-established", "gate": "not-established" }, "flags": [ "no-credential" ] }, "records": [ { "id": "modelscope.api_inference", "provider": "modelscope", "metric": "API-Inference usage limits", "limit": 2000, "unit": "requests/day", "window": "daily", "reset": "daily (per fleet recon claim)", "live": "none published (not established)", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null } ] }, { "provider": "novita", "record_count": 1, "providers_distinct": 1, "live_verified": false, "population": { "state": "gap", "bases": [] }, "census": null, "records": [ { "id": "novita.api", "provider": "novita", "metric": "Prepaid API balance (pay-as-you-go inference)", "limit": null, "unit": "USD balance (prepaid)", "window": "n/a", "reset": "n/a", "live": "none published", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null } ] }, { "provider": "nvidia", "record_count": 1, "providers_distinct": 1, "live_verified": false, "population": { "state": "populated", "bases": [ "census" ] }, "census": { "verdict": "free", "evidence": "api-read", "free_tier": { "state": "active", "limits": "public models surface 200; auth NOT proven by this endpoint" }, "credits": { "available": "not-established", "claimed": "not-established", "balance": null, "source": "probe run 41263537880 (public surface)" }, "replenishment": { "mechanism": "not-established", "gate": "not-established" }, "flags": [] }, "records": [ { "id": "nvidia.api_catalog", "provider": "nvidia", "metric": "API catalog free model limits (per model, in-account)", "limit": null, "unit": "per-model credits/limits (in-account)", "window": "unknown", "reset": "unknown", "live": "none published", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null } ] }, { "provider": "omni", "record_count": 1, "providers_distinct": 1, "live_verified": false, "population": { "state": "populated", "bases": [ "census" ] }, "census": { "verdict": "not-established", "evidence": "not-established", "free_tier": { "state": "not-established", "limits": "not-established" }, "credits": { "available": "not-established", "claimed": "not-established", "balance": null, "source": "no secret under any name (61-name census, gaps recon PR #2859) - provisioning lane" }, "replenishment": { "mechanism": "not-established", "gate": "not-established" }, "flags": [ "no-credential" ] }, "records": [ { "id": "omni.gateway", "provider": "omni", "metric": "OmniRoute gateway (self-hosted; no own entitlement)", "limit": null, "unit": "n/a (aggregates upstream free tiers)", "window": "n/a", "reset": "n/a", "live": "self-hosted dashboard /dashboard/free-tiers shows live used/remaining per upstream pool; no hosted usage API or rate-limit headers", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null } ] }, { "provider": "openrouter", "record_count": 1, "providers_distinct": 1, "live_verified": true, "population": { "state": "populated", "bases": [ "census", "readings" ] }, "census": { "verdict": "layered", "evidence": "api-verified", "free_tier": { "state": "active", "limits": "free-model allowance 50/day (free_model_daily_requests); key is_free_tier=true Roster hazard verified 2026-11-01: catalog 452 models, DeepSeek 18 all paid (:free = 0), deepseek-r1:free delisted, total :free variants = 14." }, "credits": { "available": "paid credits purchasable only", "claimed": "n/a", "balance": 0.0, "source": "GET /api/v1/credits: total_credits 0, total_usage 0.206466965 (account level)" }, "replenishment": { "mechanism": "free allowance refills daily; paid balance refills by purchase", "gate": "card purchase for paid layer" }, "flags": [ "card-required", "free-roster-rotation" ] }, "records": [ { "id": "openrouter.free_models", "provider": "openrouter", "metric": "free-model (:free) daily request entitlement/counter", "limit": null, "unit": "requests/day (dynamic tier; endpoint supplies limit)", "window": "daily UTC", "reset": "UTC midnight; endpoint documents reset cadence but supplies no reset timestamp", "live": "GET /api/v1/key -> data.free_model_daily_requests {used, limit, remaining} (OPENROUTER_API_KEY); ignore private credit/budget fields and openrouter_metadata", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "confirmed", "horizon": "H0", "observed_at": "2026-11-04T01:59:43.471356+00:00" }, "usage_series": null, "populated": "2026-11-04T01:59:43.471356+00:00" } ] }, { "provider": "ovhcloud", "record_count": 1, "providers_distinct": 1, "live_verified": false, "population": { "state": "populated", "bases": [ "census" ] }, "census": { "verdict": "not-established", "evidence": "not-established", "free_tier": { "state": "not-established", "limits": "not-established" }, "credits": { "available": "not-established", "claimed": "not-established", "balance": null, "source": "no secret under any name (61-name census, gaps recon PR #2859) - provisioning lane" }, "replenishment": { "mechanism": "not-established", "gate": "not-established" }, "flags": [ "no-credential" ] }, "records": [ { "id": "ovhcloud.ai_endpoints", "provider": "ovhcloud", "metric": "AI Endpoints anonymous rate limit", "limit": 2, "unit": "requests/minute", "window": "per minute", "reset": "per-minute window", "live": "none published; consumption visible in the Control Panel", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null } ] }, { "provider": "requesty", "record_count": 1, "providers_distinct": 1, "live_verified": false, "population": { "state": "populated", "bases": [ "census" ] }, "census": { "verdict": "not-established", "evidence": "not-established", "free_tier": { "state": "not-established", "limits": "not-established" }, "credits": { "available": "not-established", "claimed": "not-established", "balance": null, "source": "no secret under any name (61-name census, gaps recon PR #2859) - provisioning lane" }, "replenishment": { "mechanism": "not-established", "gate": "not-established" }, "flags": [ "no-credential" ] }, "records": [ { "id": "requesty.free_models", "provider": "requesty", "metric": "Free model requests", "limit": 200, "unit": "requests/day", "window": "daily", "reset": "daily", "live": "GET /v1/manage/org/usage; GET /v1/manage/apikey/{id}/usage", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null } ] }, { "provider": "routeway", "record_count": 1, "providers_distinct": 1, "live_verified": true, "population": { "state": "populated", "bases": [ "census" ] }, "census": { "verdict": "free", "evidence": "api-verified", "free_tier": { "state": "active", "limits": "not-established - surface exposes no quota/balance object" }, "credits": { "available": "not-established", "claimed": "not-established", "balance": null, "source": "key-gated models surface answered 200 in probe run 41263537880; limits/balance not exposed by this surface" }, "replenishment": { "mechanism": "not-established", "gate": "not-established" }, "flags": [] }, "records": [ { "id": "routeway.free_models", "provider": "routeway", "metric": "Free model requests (:free models)", "limit": 200, "unit": "requests/day", "window": "daily", "reset": "UTC midnight (X-RateLimit-Reset-Day)", "live": "headers X-RateLimit-Limit-Minute, X-RateLimit-Remaining-Minute, X-RateLimit-Reset-Minute, X-RateLimit-Limit-Day, X-RateLimit-Remaining-Day, X-RateLimit-Reset-Day, Retry-After", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null } ] }, { "provider": "sambanova", "record_count": 1, "providers_distinct": 1, "live_verified": true, "population": { "state": "populated", "bases": [ "census" ] }, "census": { "verdict": "free", "evidence": "api-verified", "free_tier": { "state": "active", "limits": "not-established - surface exposes no quota/balance object" }, "credits": { "available": "not-established", "claimed": "not-established", "balance": null, "source": "key-gated models surface answered 200 in probe run 41263537880; limits/balance not exposed by this surface" }, "replenishment": { "mechanism": "not-established", "gate": "not-established" }, "flags": [] }, "records": [ { "id": "sambanova.free_tier", "provider": "sambanova", "metric": "Free Tier requests per model", "limit": 20, "unit": "requests/day per model", "window": "daily", "reset": "daily (x-ratelimit-reset-requests-day header)", "live": "response headers x-ratelimit-limit-requests, x-ratelimit-remaining-requests, x-ratelimit-reset-requests, x-ratelimit-limit-requests-day, x-ratelimit-remaining-requests-day, x-ratelimit-reset-requests-day (passive adapter implemented)", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null } ] }, { "provider": "sealion", "record_count": 1, "providers_distinct": 1, "live_verified": false, "population": { "state": "populated", "bases": [ "census" ] }, "census": { "verdict": "not-established", "evidence": "not-established", "free_tier": { "state": "not-established", "limits": "DNS does not resolve - phantom-route candidate" }, "credits": { "available": "not-established", "claimed": "not-established", "balance": null, "source": "probe run 41263537880" }, "replenishment": { "mechanism": "not-established", "gate": "not-established" }, "flags": [ "route-dead" ] }, "records": [ { "id": "sealion.api", "provider": "sealion", "metric": "Trial API rate limit", "limit": 10, "unit": "requests/minute per user", "window": "per minute", "reset": "per-minute window", "live": "none published", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null } ] }, { "provider": "siliconflow", "record_count": 1, "providers_distinct": 1, "live_verified": true, "population": { "state": "populated", "bases": [ "census" ] }, "census": { "verdict": "free", "evidence": "api-verified", "free_tier": { "state": "active", "limits": "key live on canonical .com platform (models 200, runs 41264932179 + provisioning reads); balance not-established - .com /v1/user/info deprecated (410); .cn is a separate platform" }, "credits": { "available": "not-established", "claimed": "not-established", "balance": null, "source": "chain: .cn 401 (platform mismatch, retracted) -> .com user/info 410 deprecated -> .com models 200 key-live" }, "replenishment": { "mechanism": "not-established", "gate": "not-established" }, "flags": [] }, "records": [ { "id": "siliconflow.free_models", "provider": "siliconflow", "metric": "Free model rate limits (per model)", "limit": null, "unit": "requests/minute + tokens/minute (per model)", "window": "per minute/day", "reset": "per-window", "live": "GET user/info balance fields data.balance / data.chargeBalance / data.totalBalance (monetary only, passive adapter implemented); no rate-limit headers published; per-model free values shown in the account console only", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null } ] }, { "provider": "typhoon", "record_count": 1, "providers_distinct": 1, "live_verified": false, "population": { "state": "populated", "bases": [ "census" ] }, "census": { "verdict": "not-established", "evidence": "not-established", "free_tier": { "state": "not-established", "limits": "not-established" }, "credits": { "available": "not-established", "claimed": "not-established", "balance": null, "source": "no secret under any name (61-name census, gaps recon PR #2859) - provisioning lane" }, "replenishment": { "mechanism": "not-established", "gate": "not-established" }, "flags": [ "no-credential" ] }, "records": [ { "id": "typhoon.api", "provider": "typhoon", "metric": "Free research API rate limits (per model)", "limit": 200, "unit": "requests/minute", "window": "per minute", "reset": "per-minute window; 429 error body message carries the retry timestamp", "live": "no usage endpoint; HTTP 429 error body (rate_limit_exceeded) carries the retry time in its message", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null } ] }, { "provider": "unorouter", "record_count": 1, "providers_distinct": 1, "live_verified": true, "population": { "state": "populated", "bases": [ "census" ] }, "census": { "verdict": "free", "evidence": "api-verified", "free_tier": { "state": "active", "limits": "roster carries :free ids (AI-Horde class); balance not exposed" }, "credits": { "available": "not-established", "claimed": "not-established", "balance": null, "source": "key-gated models surface answered 200 in probe run 41263537880; limits/balance not exposed by this surface" }, "replenishment": { "mechanism": "not-established", "gate": "not-established" }, "flags": [] }, "records": [ { "id": "unorouter.free_models", "provider": "unorouter", "metric": "Free model rate cap (UnoRouter's own, above upstream)", "limit": 1, "unit": "requests/minute per free model per user", "window": "per minute", "reset": "per-minute window; Retry-After on 429", "live": "Retry-After header on HTTP 429", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null } ] }, { "provider": "xfyun", "record_count": 1, "providers_distinct": 1, "live_verified": false, "population": { "state": "populated", "bases": [ "census" ] }, "census": { "verdict": "not-established", "evidence": "not-established", "free_tier": { "state": "not-established", "limits": "not-established" }, "credits": { "available": "not-established", "claimed": "not-established", "balance": null, "source": "no secret under any name (61-name census, gaps recon PR #2859) - provisioning lane" }, "replenishment": { "mechanism": "not-established", "gate": "not-established" }, "flags": [ "no-credential" ] }, "records": [ { "id": "xfyun.spark", "provider": "xfyun", "metric": "Spark Lite free tier + per-capability trials", "limit": null, "unit": "unknown", "window": "unknown", "reset": "unknown", "live": "none published (not established)", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null } ] }, { "provider": "xkiro", "record_count": 1, "providers_distinct": 1, "live_verified": false, "population": { "state": "populated", "bases": [ "census" ] }, "census": { "verdict": "not-established", "evidence": "not-established", "free_tier": { "state": "not-established", "limits": "route edge-blocked (Cloudflare 1010 from Actions egress) - no key verdict" }, "credits": { "available": "not-established", "claimed": "not-established", "balance": null, "source": "probe run 41263537880" }, "replenishment": { "mechanism": "not-established", "gate": "not-established" }, "flags": [ "route-blocked" ] }, "records": [ { "id": "xkiro.free_models", "provider": "xkiro", "metric": "Free model token allowance", "limit": 500000, "unit": "tokens/day", "window": "daily", "reset": "daily reset; free-model requests blocked with 429 until the reset", "live": "Retry-After header when the wait is known; usage attributed per API key with dashboard call logs (model/tokens/cost/status); no dedicated usage endpoint published", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null } ] }, { "provider": "zai", "record_count": 1, "providers_distinct": 1, "live_verified": true, "population": { "state": "populated", "bases": [ "census" ] }, "census": { "verdict": "free", "evidence": "api-verified", "free_tier": { "state": "active", "limits": "not-established - surface exposes no quota/balance object" }, "credits": { "available": "not-established", "claimed": "not-established", "balance": null, "source": "key-gated models surface answered 200 in probe run 41263537880; limits/balance not exposed by this surface" }, "replenishment": { "mechanism": "not-established", "gate": "not-established" }, "flags": [] }, "records": [ { "id": "zai.free_models", "provider": "zai", "metric": "Free ($0-priced GLM Flash) model access", "limit": null, "unit": "per-account (unpublished)", "window": "unknown", "reset": "unknown", "live": "HTTP 429 error body codes 1308 / 1316-1321 carry a next_flush_time field (documented in the API-code reference)", "readings": { "status": "unknown", "used": null, "remaining": null, "evidence_status": "attributed_claim", "horizon": "H1", "observed_at": null }, "usage_series": null, "populated": null } ] } ], "events": { "schema": "quota.rate-limit-events/v1", "source": "ops/quota/rate-limit-events.json", "events": [ { "at": "2026-10-28T23:41:00Z", "bucket": "github.api.user_token", "class": "core-exhaustion", "evidence": "api-observed", "http": 403, "id": "wall-2026-10-28T23:41:00Z-pat", "provenance": "quota-specialist pack 2026-10-29 (ops/quota/quota-usage.json series1 point, kind=wall, remaining=0); Convergence lane firsthand report (via quota-gaps 2026-11-01): publish 403 on this wall, PAT user ID 233432881, context = 155-row promotion publish", "surface": "REST core" }, { "at": "2026-10-29T05:50:14Z", "bucket": "github.api.user_token", "class": "core-exhaustion", "evidence": "api-observed", "http": 403, "id": "wall-2026-10-29T05:50:14Z-pat", "provenance": "cadence lane timeline 2026-10-29 (rate-limit record PR #2321/#2322) - core 403, via ops/quota/quota-usage.json series1 point (kind=wall, remaining=0); fleet incident of record docs/ops/RATE-LIMIT-2026-10-29.md, request 33AF:1CEEDD (via quota-gaps 2026-11-01)", "surface": "REST core" }, { "at": "2026-10-29T11:41:45Z", "bucket": "github.api.user_token", "class": "core-exhaustion", "evidence": "api-observed", "http": null, "id": "wall-2026-10-29T11:41:45Z-pat", "provenance": "rate-limit lane incident record (PR #2321/#2322, via fleet memory) - incident 2, via ops/quota/quota-usage.json series1 point (kind=wall, remaining=0)", "surface": "REST core" }, { "at": "2026-10-29T21:39:53Z", "bucket": "github.api.user_token", "class": "core-exhaustion", "evidence": "api-observed", "http": 403, "id": "wall-2026-10-29T21:39:53Z-pat", "provenance": "cadence lane timeline 2026-10-29 - ECC ack run annotation: 'API rate limit exceeded', via ops/quota/quota-usage.json series1 point (kind=wall, remaining=0)", "surface": "REST core" }, { "at": "2026-10-30T01:32:00Z", "bucket": "github.api.user_token", "class": "core-exhaustion", "evidence": "api-observed", "http": null, "id": "wall-2026-10-30T01:32:00Z-pat", "provenance": "quota-specialist pack 2026-10-29 (~18:32 PT) (ops/quota/quota-usage.json series1 point, kind=wall, remaining=0)", "surface": "REST core" }, { "at": "2026-10-30T01:34:00Z", "bucket": "github.api.user_token", "class": "core-exhaustion", "evidence": "api-observed", "http": null, "id": "wall-2026-10-30T01:34:00Z-pat-gaps-defer", "provenance": "quota-gaps lane firsthand (2026-11-01): helper circuit-breaker DEFER on core remaining=0 at read (not an API 403 - the breaker fired first), reset 2026-10-30T01:42:09Z, context = quota-gaps verification pull (STRATEGIZE cycle); same wall episode as the 01:32/01:36 points", "surface": "REST core" }, { "at": "2026-10-30T01:36:00Z", "bucket": "github.api.user_token", "class": "core-exhaustion", "evidence": "api-observed", "http": null, "id": "wall-2026-10-30T01:36:00Z-pat", "provenance": "viz rate-limit read (used 5000, reset 2026-10-30T01:42:09Z) (ops/quota/quota-usage.json series1 point, kind=observed, remaining=0)", "surface": "REST core" }, { "at": "2026-11-02T06:25:00Z", "bucket": "github.api.user_token", "class": "secondary-403", "context": "moniker-versioning usage census - queue cut (RepoStory + signature counts uncounted); lane stopped all API calls per service limits", "evidence": "lane-attested", "http": 403, "id": "census-2026-11-02T06:25:00Z-search-pat", "provenance": "Event #1 of record (owner directive 2026-11-01 22:28 PT). Registry lane (ac8e5e6b) firsthand report to main at 22:25 PT: GitHub Search API secondary limit hit mid-census on involves: queries over timerloggedout-spec/termux-monorepo. NOT core-bucket exhaustion - PAT core stayed >=3,049 all night (quota-gaps attestation).", "surface": "Search API" } ] }, "gaps": [ "readings used/remaining are null in the public projection by design (account values withheld); per-provider remaining/usage render only where the census or a usage series establishes them.", "families with no census row carry census=null - their allocation state is not-established, not zero." ] }