{
 "schema": "quota.usage-series/v1",
 "generated_by": "scripts/quota_usage_series.py",
 "generated_at": "2026-11-04T10:29:37Z",
 "inputs_generated_at": {
  "ops/quota/quota-usage.json": "2026-11-04T02:00:11Z",
  "ops/tracking/nested-family.json": "2026-11-03T09:33:50Z"
 },
 "sources": [
  "ops/quota/quota-usage.json",
  "ops/quota/vultr-usage.json",
  "ops/challenge/desk-feed.json",
  "ops/quota/allocation-plan.json",
  "ops/quota/rate-limit-events.json",
  "ops/tracking/nested-family.json",
  "experiments/doe/routed-dispatch/records/*.json",
  "experiments/doe/routed-dispatch/stamps/*.json",
  "ops/3l0/intake.jsonl"
 ],
 "axes": {
  "provider": [
   {
    "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"
   },
   {
    "key": "jules",
    "title": "Jules - sessions",
    "unit": "sessions",
    "kind": "activity-proxy",
    "metric": "sessions",
    "points": [
     {
      "t": "2026-10-31T06:17:14Z",
      "v": 1
     }
    ],
    "provenance": "ops/challenge/desk-feed.json usage{} (session 17326020844735872479)",
    "last_point_at": "2026-10-31T06:17:14Z"
   },
   {
    "key": "jules",
    "title": "Jules - activities",
    "unit": "activities",
    "kind": "activity-proxy",
    "metric": "activities",
    "points": [
     {
      "t": "2026-10-31T06:17:14Z",
      "v": 60
     }
    ],
    "provenance": "ops/challenge/desk-feed.json usage{} (session 17326020844735872479)",
    "last_point_at": "2026-10-31T06:17:14Z"
   },
   {
    "key": "aion",
    "title": "aion - no stamped usage yet (gap)",
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    "kind": "gap",
    "metric": null,
    "points": [],
    "provenance": "ops/quota/registry.json model lane (denominator - present, unpopulated)",
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   },
   {
    "key": "baseten",
    "title": "baseten - no stamped usage yet (gap)",
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    "metric": null,
    "points": [],
    "provenance": "ops/quota/registry.json model lane (denominator - present, unpopulated)",
    "last_point_at": null
   },
   {
    "key": "cerebras",
    "title": "cerebras - no stamped usage yet (gap)",
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    "metric": null,
    "points": [],
    "provenance": "ops/quota/registry.json model lane (denominator - present, unpopulated)",
    "last_point_at": null
   },
   {
    "key": "claude",
    "title": "Claude - no stamped usage yet (gap)",
    "unit": null,
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    "metric": null,
    "points": [],
    "provenance": "ops/quota/registry.json model lane (denominator - present, unpopulated)",
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   },
   {
    "key": "cloudflare",
    "title": "cloudflare - no stamped usage yet (gap)",
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    "metric": null,
    "points": [],
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    "last_point_at": null
   },
   {
    "key": "cohere",
    "title": "cohere - no stamped usage yet (gap)",
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   {
    "key": "deepinfra",
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   },
   {
    "key": "deepseek",
    "title": "DeepSeek - no stamped usage yet (gap)",
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    "metric": null,
    "points": [],
    "provenance": "ops/quota/registry.json model lane (denominator - present, unpopulated)",
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   },
   {
    "key": "felo",
    "title": "felo - no stamped usage yet (gap)",
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    "metric": null,
    "points": [],
    "provenance": "ops/quota/registry.json model lane (denominator - present, unpopulated)",
    "last_point_at": null
   },
   {
    "key": "friendli",
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    "last_point_at": null
   },
   {
    "key": "g4f/agenttools",
    "title": "g4f/AgentTools - no stamped usage yet (gap)",
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   {
    "key": "g4f/airforce",
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    "points": [],
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   {
    "key": "g4f/antigravity",
    "title": "g4f/Antigravity - no stamped usage yet (gap)",
    "unit": null,
    "kind": "gap",
    "metric": null,
    "points": [],
    "provenance": "ops/quota/registry.json model lane (denominator - present, unpopulated)",
    "last_point_at": null
   },
   {
    "key": "g4f/arena",
    "title": "g4f/Arena - no stamped usage yet (gap)",
    "unit": null,
    "kind": "gap",
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    "points": [],
    "provenance": "ops/quota/registry.json model lane (denominator - present, unpopulated)",
    "last_point_at": null
   },
   {
    "key": "g4f/bingcreateimages",
    "title": "g4f/BingCreateImages - no stamped usage yet (gap)",
    "unit": null,
    "kind": "gap",
    "metric": null,
    "points": [],
    "provenance": "ops/quota/registry.json model lane (denominator - present, unpopulated)",
    "last_point_at": null
   },
   {
    "key": "g4f/blackboxpro",
    "title": "g4f/BlackboxPro - no stamped usage yet (gap)",
    "unit": null,
    "kind": "gap",
    "metric": null,
    "points": [],
    "provenance": "ops/quota/registry.json model lane (denominator - present, unpopulated)",
    "last_point_at": null
   },
   {
    "key": "g4f/blackforestlabs_flux1dev",
    "title": "g4f/BlackForestLabs_Flux1Dev - no stamped usage yet (gap)",
    "unit": null,
    "kind": "gap",
    "metric": null,
    "points": [],
    "provenance": "ops/quota/registry.json model lane (denominator - present, unpopulated)",
    "last_point_at": null
   },
   {
    "key": "g4f/blackforestlabs_flux1kontextdev",
    "title": "g4f/BlackForestLabs_Flux1KontextDev - no stamped usage yet (gap)",
    "unit": null,
    "kind": "gap",
    "metric": null,
    "points": [],
    "provenance": "ops/quota/registry.json model lane (denominator - present, unpopulated)",
    "last_point_at": null
   },
   {
    "key": "g4f/bravesearch",
    "title": "g4f/BraveSearch - no stamped usage yet (gap)",
    "unit": null,
    "kind": "gap",
    "metric": null,
    "points": [],
    "provenance": "ops/quota/registry.json model lane (denominator - present, unpopulated)",
    "last_point_at": null
   },
   {
    "key": "g4f/cachedsearch",
    "title": "g4f/CachedSearch - no stamped usage yet (gap)",
    "unit": null,
    "kind": "gap",
    "metric": null,
    "points": [],
    "provenance": "ops/quota/registry.json model lane (denominator - present, unpopulated)",
    "last_point_at": null
   },
   {
    "key": "g4f/cerebras",
    "title": "g4f/Cerebras - no stamped usage yet (gap)",
    "unit": null,
    "kind": "gap",
    "metric": null,
    "points": [],
    "provenance": "ops/quota/registry.json model lane (denominator - present, unpopulated)",
    "last_point_at": null
   },
   {
    "key": "g4f/chatgpt",
    "title": "g4f/ChatGPT - no stamped usage yet (gap)",
    "unit": null,
    "kind": "gap",
    "metric": null,
    "points": [],
    "provenance": "ops/quota/registry.json model lane (denominator - present, unpopulated)",
    "last_point_at": null
   },
   {
    "key": "g4f/claude",
    "title": "g4f/Claude - no stamped usage yet (gap)",
    "unit": null,
    "kind": "gap",
    "metric": null,
    "points": [],
    "provenance": "ops/quota/registry.json model lane (denominator - present, unpopulated)",
    "last_point_at": null
   },
   {
    "key": "g4f/cloudflare",
    "title": "g4f/Cloudflare - no stamped usage yet (gap)",
    "unit": null,
    "kind": "gap",
    "metric": null,
    "points": [],
    "provenance": "ops/quota/registry.json model lane (denominator - present, unpopulated)",
    "last_point_at": null
   },
   {
    "key": "g4f/cohereforai_c4ai_command",
    "title": "g4f/CohereForAI_C4AI_Command - no stamped usage yet (gap)",
    "unit": null,
    "kind": "gap",
    "metric": null,
    "points": [],
    "provenance": "ops/quota/registry.json model lane (denominator - present, unpopulated)",
    "last_point_at": null
   },
   {
    "key": "g4f/copilot",
    "title": "g4f/Copilot - no stamped usage yet (gap)",
    "unit": null,
    "kind": "gap",
    "metric": null,
    "points": [],
    "provenance": "ops/quota/registry.json model lane (denominator - present, unpopulated)",
    "last_point_at": null
   },
   {
    "key": "g4f/copilotapp",
    "title": "g4f/CopilotApp - no stamped usage yet (gap)",
    "unit": null,
    "kind": "gap",
    "metric": null,
    "points": [],
    "provenance": "ops/quota/registry.json model lane (denominator - present, unpopulated)",
    "last_point_at": null
   },
   {
    "key": "g4f/deepinfra",
    "title": "g4f/DeepInfra - no stamped usage yet (gap)",
    "unit": null,
    "kind": "gap",
    "metric": null,
    "points": [],
    "provenance": "ops/quota/registry.json model lane (denominator - present, unpopulated)",
    "last_point_at": null
   },
   {
    "key": "g4f/deepseek",
    "title": "g4f/DeepSeek - no stamped usage yet (gap)",
    "unit": null,
    "kind": "gap",
    "metric": null,
    "points": [],
    "provenance": "ops/quota/registry.json model lane (denominator - present, unpopulated)",
    "last_point_at": null
   },
   {
    "key": "g4f/elevenlabs",
    "title": "g4f/ElevenLabs - no stamped usage yet (gap)",
    "unit": null,
    "kind": "gap",
    "metric": null,
    "points": [],
    "provenance": "ops/quota/registry.json model lane (denominator - present, unpopulated)",
    "last_point_at": null
   },
   {
    "key": "g4f/g4fspace",
    "title": "g4f/G4FSpace - no stamped usage yet (gap)",
    "unit": null,
    "kind": "gap",
    "metric": null,
    "points": [],
    "provenance": "ops/quota/registry.json model lane (denominator - present, unpopulated)",
    "last_point_at": null
   },
   {
    "key": "g4f/gemini",
    "title": "g4f/Gemini - no stamped usage yet (gap)",
    "unit": null,
    "kind": "gap",
    "metric": null,
    "points": [],
    "provenance": "ops/quota/registry.json model lane (denominator - present, unpopulated)",
    "last_point_at": null
   },
   {
    "key": "g4f/geminicli",
    "title": "g4f/GeminiCLI - no stamped usage yet (gap)",
    "unit": null,
    "kind": "gap",
    "metric": null,
    "points": [],
    "provenance": "ops/quota/registry.json model lane (denominator - present, unpopulated)",
    "last_point_at": null
   },
   {
    "key": "g4f/geminipro",
    "title": "g4f/GeminiPro - no stamped usage yet (gap)",
    "unit": null,
    "kind": "gap",
    "metric": null,
    "points": [],
    "provenance": "ops/quota/registry.json model lane (denominator - present, unpopulated)",
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   },
   {
    "key": "g4f/githubcopilot",
    "title": "g4f/GithubCopilot - no stamped usage yet (gap)",
    "unit": null,
    "kind": "gap",
    "metric": null,
    "points": [],
    "provenance": "ops/quota/registry.json model lane (denominator - present, unpopulated)",
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   },
   {
    "key": "g4f/glm",
    "title": "g4f/GLM - no stamped usage yet (gap)",
    "unit": null,
    "kind": "gap",
    "metric": null,
    "points": [],
    "provenance": "ops/quota/registry.json model lane (denominator - present, unpopulated)",
    "last_point_at": null
   },
   {
    "key": "g4f/googleaimode",
    "title": "g4f/GoogleAiMode - no stamped usage yet (gap)",
    "unit": null,
    "kind": "gap",
    "metric": null,
    "points": [],
    "provenance": "ops/quota/registry.json model lane (denominator - present, unpopulated)",
    "last_point_at": null
   },
   {
    "key": "g4f/googlesearch",
    "title": "g4f/GoogleSearch - no stamped usage yet (gap)",
    "unit": null,
    "kind": "gap",
    "metric": null,
    "points": [],
    "provenance": "ops/quota/registry.json model lane (denominator - present, unpopulated)",
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   },
   {
    "key": "g4f/grok",
    "title": "g4f/Grok - no stamped usage yet (gap)",
    "unit": null,
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    "points": [],
    "provenance": "ops/quota/registry.json model lane (denominator - present, unpopulated)",
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   },
   {
    "key": "g4f/groq",
    "title": "g4f/Groq - no stamped usage yet (gap)",
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    "points": [],
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   },
   {
    "key": "g4f/hailuoai",
    "title": "g4f/HailuoAI - no stamped usage yet (gap)",
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    "points": [],
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   {
    "key": "g4f/huggingchat",
    "title": "g4f/HuggingChat - no stamped usage yet (gap)",
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    "kind": "gap",
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    "points": [],
    "provenance": "ops/quota/registry.json model lane (denominator - present, unpopulated)",
    "last_point_at": null
   },
   {
    "key": "g4f/huggingface",
    "title": "g4f/HuggingFace - no stamped usage yet (gap)",
    "unit": null,
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    "points": [],
    "provenance": "ops/quota/registry.json model lane (denominator - present, unpopulated)",
    "last_point_at": null
   },
   {
    "key": "g4f/huggingfacemedia",
    "title": "g4f/HuggingFaceMedia - no stamped usage yet (gap)",
    "unit": null,
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    "metric": null,
    "points": [],
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   },
   {
    "key": "g4f/huggingspace",
    "title": "g4f/HuggingSpace - no stamped usage yet (gap)",
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    "metric": null,
    "points": [],
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   },
   {
    "key": "g4f/kilocode",
    "title": "g4f/KiloCode - no stamped usage yet (gap)",
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    "kind": "gap",
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    "provenance": "ops/quota/registry.json model lane (denominator - present, unpopulated)",
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   },
   {
    "key": "g4f/llm7",
    "title": "g4f/LLM7 - no stamped usage yet (gap)",
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   },
   {
    "key": "g4f/markitdown",
    "title": "g4f/MarkItDown - no stamped usage yet (gap)",
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    "points": [],
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   {
    "key": "g4f/metaai",
    "title": "g4f/MetaAI - no stamped usage yet (gap)",
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   },
   {
    "key": "g4f/metaaiaccount",
    "title": "g4f/MetaAIAccount - no stamped usage yet (gap)",
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   {
    "key": "g4f/microsoftdesigner",
    "title": "g4f/MicrosoftDesigner - no stamped usage yet (gap)",
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   {
    "key": "g4f/nvidia",
    "title": "g4f/Nvidia - no stamped usage yet (gap)",
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   {
    "key": "g4f/ollama",
    "title": "g4f/Ollama - no stamped usage yet (gap)",
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   {
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   {
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   {
    "key": "g4f/openrouterfree",
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   {
    "key": "g4f/operaaria",
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   {
    "key": "g4f/perplexity",
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   {
    "key": "g4f/pi",
    "title": "g4f/Pi - no stamped usage yet (gap)",
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   {
    "key": "huggingface",
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   {
    "key": "modelscope",
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   {
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   {
    "key": "nvidia",
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    "unit": null,
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   {
    "key": "omni",
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   {
    "key": "openrouter",
    "title": "openrouter - no stamped usage yet (gap)",
    "unit": null,
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    "metric": null,
    "points": [],
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    "last_point_at": null
   },
   {
    "key": "ovhcloud",
    "title": "ovhcloud - no stamped usage yet (gap)",
    "unit": null,
    "kind": "gap",
    "metric": null,
    "points": [],
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    "last_point_at": null
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   {
    "key": "requesty",
    "title": "requesty - no stamped usage yet (gap)",
    "unit": null,
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    "metric": null,
    "points": [],
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    "last_point_at": null
   },
   {
    "key": "routeway",
    "title": "routeway - no stamped usage yet (gap)",
    "unit": null,
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    "points": [],
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    "last_point_at": null
   },
   {
    "key": "sambanova",
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    "unit": null,
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    "last_point_at": null
   },
   {
    "key": "sealion",
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    "unit": null,
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    "metric": null,
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    "last_point_at": null
   },
   {
    "key": "siliconflow",
    "title": "siliconflow - no stamped usage yet (gap)",
    "unit": null,
    "kind": "gap",
    "metric": null,
    "points": [],
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    "last_point_at": null
   },
   {
    "key": "typhoon",
    "title": "typhoon - no stamped usage yet (gap)",
    "unit": null,
    "kind": "gap",
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    "points": [],
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    "last_point_at": null
   },
   {
    "key": "unorouter",
    "title": "unorouter - no stamped usage yet (gap)",
    "unit": null,
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    "points": [],
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    "last_point_at": null
   },
   {
    "key": "xfyun",
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    "unit": null,
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    "last_point_at": null
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   {
    "key": "xkiro",
    "title": "xkiro - no stamped usage yet (gap)",
    "unit": null,
    "kind": "gap",
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    "points": [],
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    "last_point_at": null
   },
   {
    "key": "zai",
    "title": "zai - no stamped usage yet (gap)",
    "unit": null,
    "kind": "gap",
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    "points": [],
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  ],
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      "t": "2026-10-28T23:41:00Z",
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      "t": "2026-10-29T00:32:00Z",
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     },
     {
      "t": "2026-10-29T00:37:00Z",
      "v": 2945
     },
     {
      "t": "2026-10-29T05:50:14Z",
      "v": 0
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     {
      "t": "2026-10-29T11:41:45Z",
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     {
      "t": "2026-10-29T21:39:53Z",
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     {
      "t": "2026-10-30T01:32:00Z",
      "v": 0
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     {
      "t": "2026-10-30T01:36:00Z",
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     },
     {
      "t": "2026-10-30T01:43:00Z",
      "v": 4999
     },
     {
      "t": "2026-10-30T01:45:00Z",
      "v": 4645
     },
     {
      "t": "2026-10-30T01:54:00Z",
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     {
      "t": "2026-11-02T06:30:06Z",
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   },
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    "key": "github.actions",
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      "t": "2026-08-25",
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      "t": "2026-08-26",
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      "t": "2026-08-27",
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     {
      "t": "2026-08-29",
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     {
      "t": "2026-09-30",
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     {
      "t": "2026-10-01",
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     },
     {
      "t": "2026-10-02",
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     },
     {
      "t": "2026-10-03",
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     },
     {
      "t": "2026-10-04",
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     },
     {
      "t": "2026-10-05",
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     },
     {
      "t": "2026-10-06",
      "v": 40
     },
     {
      "t": "2026-10-07",
      "v": 40
     },
     {
      "t": "2026-10-08",
      "v": 40
     },
     {
      "t": "2026-10-09",
      "v": 40
     },
     {
      "t": "2026-10-10",
      "v": 40
     },
     {
      "t": "2026-10-11",
      "v": 40
     },
     {
      "t": "2026-10-12",
      "v": 40
     },
     {
      "t": "2026-10-13",
      "v": 40
     },
     {
      "t": "2026-10-14",
      "v": 40
     },
     {
      "t": "2026-10-15",
      "v": 40
     },
     {
      "t": "2026-10-16",
      "v": 40
     },
     {
      "t": "2026-10-17",
      "v": 40
     },
     {
      "t": "2026-10-18",
      "v": 40
     },
     {
      "t": "2026-10-19",
      "v": 40
     },
     {
      "t": "2026-10-20",
      "v": 40
     },
     {
      "t": "2026-10-21",
      "v": 40
     },
     {
      "t": "2026-10-22",
      "v": 40
     },
     {
      "t": "2026-10-23",
      "v": 40
     },
     {
      "t": "2026-10-24",
      "v": 40
     },
     {
      "t": "2026-10-25",
      "v": 0
     },
     {
      "t": "2026-10-26",
      "v": 40
     },
     {
      "t": "2026-10-27",
      "v": 40
     },
     {
      "t": "2026-10-28",
      "v": 40
     },
     {
      "t": "2026-10-29",
      "v": 40
     },
     {
      "t": "2026-10-31",
      "v": 40
     },
     {
      "t": "2026-11-01",
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    ],
    "provenance": "ops/quota/quota-usage.json series3_actions (Actions run volume \u2014 reconstructed corpus (daily increments))",
    "last_point_at": "2026-11-01"
   },
   {
    "key": "github.actions",
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    "kind": "estimated",
    "metric": "minutes_est",
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      "t": "2026-08-25",
      "v": 8
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     {
      "t": "2026-08-26",
      "v": 20
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     {
      "t": "2026-08-27",
      "v": 9
     },
     {
      "t": "2026-08-29",
      "v": 8
     },
     {
      "t": "2026-09-01",
      "v": 10
     },
     {
      "t": "2026-09-30",
      "v": 22
     },
     {
      "t": "2026-10-01",
      "v": 26
     },
     {
      "t": "2026-10-02",
      "v": 16
     },
     {
      "t": "2026-10-03",
      "v": 9
     },
     {
      "t": "2026-10-04",
      "v": 7
     },
     {
      "t": "2026-10-05",
      "v": 12
     },
     {
      "t": "2026-10-06",
      "v": 9
     },
     {
      "t": "2026-10-07",
      "v": 15
     },
     {
      "t": "2026-10-08",
      "v": 9
     },
     {
      "t": "2026-10-09",
      "v": 8
     },
     {
      "t": "2026-10-10",
      "v": 19
     },
     {
      "t": "2026-10-11",
      "v": 15
     },
     {
      "t": "2026-10-12",
      "v": 22
     },
     {
      "t": "2026-10-13",
      "v": 11
     },
     {
      "t": "2026-10-14",
      "v": 9
     },
     {
      "t": "2026-10-15",
      "v": 11
     },
     {
      "t": "2026-10-16",
      "v": 10
     },
     {
      "t": "2026-10-17",
      "v": 8
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     {
      "t": "2026-10-18",
      "v": 9
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     {
      "t": "2026-10-19",
      "v": 9
     },
     {
      "t": "2026-10-20",
      "v": 9
     },
     {
      "t": "2026-10-21",
      "v": 11
     },
     {
      "t": "2026-10-22",
      "v": 10
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     {
      "t": "2026-10-23",
      "v": 11
     },
     {
      "t": "2026-10-24",
      "v": 10
     },
     {
      "t": "2026-10-25",
      "v": 0
     },
     {
      "t": "2026-10-26",
      "v": 10
     },
     {
      "t": "2026-10-27",
      "v": 11
     },
     {
      "t": "2026-10-28",
      "v": 11
     },
     {
      "t": "2026-10-29",
      "v": 16
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     {
      "t": "2026-10-31",
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     {
      "t": "2026-11-01",
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    ],
    "provenance": "ops/quota/quota-usage.json series3_actions (Actions run volume \u2014 reconstructed corpus (daily increments))",
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   },
   {
    "key": "vultr.instances",
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    "kind": "gap",
    "metric": "usd_burn",
    "points": [],
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    "last_point_at": null
   },
   {
    "key": "vultr.serverless",
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    "unit": "USD",
    "kind": "gap",
    "metric": "usd_burn",
    "points": [],
    "provenance": "ops/quota/vultr-usage.json via quota-usage pack series5_vultr (explicit gap: account API key not provisioned - owner's Vultr API key is a vault provisioning item (Console); leg stays an explicit gap until it lands)",
    "last_point_at": null
   }
  ],
  "model": [
   {
    "key": "NOT_ESTABLISHED",
    "title": "baseten - NOT_ESTABLISHED - dispatches (cumulative)",
    "unit": "dispatches",
    "kind": "activity-proxy",
    "metric": "dispatches",
    "points": [
     {
      "t": "2026-11-02T01:54:34Z",
      "v": 1
     }
    ],
    "provenance": "stamped dispatch records: experiments/doe/routed-dispatch/{records,stamps} + ops/tracking/nested-family.json tasks (activity-proxy class)",
    "last_point_at": "2026-11-02T01:54:34Z"
   },
   {
    "key": "NOT_ESTABLISHED",
    "title": "cohere - NOT_ESTABLISHED - dispatches (cumulative)",
    "unit": "dispatches",
    "kind": "activity-proxy",
    "metric": "dispatches",
    "points": [
     {
      "t": "2026-11-02T02:02:27Z",
      "v": 1
     }
    ],
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    "last_point_at": "2026-11-02T02:02:27Z"
   },
   {
    "key": "c4ai-aya-expanse-32b",
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    "unit": "dispatches",
    "kind": "activity-proxy",
    "metric": "dispatches",
    "points": [
     {
      "t": "2026-11-01T23:52:00Z",
      "v": 1
     },
     {
      "t": "2026-11-02T00:28:57Z",
      "v": 2
     },
     {
      "t": "2026-11-02T02:10:16Z",
      "v": 3
     }
    ],
    "provenance": "stamped dispatch records: experiments/doe/routed-dispatch/{records,stamps} + ops/tracking/nested-family.json tasks (activity-proxy class)",
    "last_point_at": "2026-11-02T02:10:16Z"
   },
   {
    "key": "NOT_ESTABLISHED",
    "title": "deepseek - NOT_ESTABLISHED - dispatches (cumulative)",
    "unit": "dispatches",
    "kind": "activity-proxy",
    "metric": "dispatches",
    "points": [
     {
      "t": "2026-11-02T08:16:23Z",
      "v": 1
     },
     {
      "t": "2026-11-02T08:57:32Z",
      "v": 2
     },
     {
      "t": "2026-11-02T09:11:37Z",
      "v": 3
     }
    ],
    "provenance": "stamped dispatch records: experiments/doe/routed-dispatch/{records,stamps} + ops/tracking/nested-family.json tasks (activity-proxy class)",
    "last_point_at": "2026-11-02T09:11:37Z"
   },
   {
    "key": "deepseek-chat",
    "title": "deepseek - deepseek-chat - dispatches (cumulative)",
    "unit": "dispatches",
    "kind": "activity-proxy",
    "metric": "dispatches",
    "points": [
     {
      "t": "2026-11-02T08:31:08Z",
      "v": 1
     },
     {
      "t": "2026-11-02T08:33:21Z",
      "v": 2
     },
     {
      "t": "2026-11-02T09:14:42Z",
      "v": 3
     }
    ],
    "provenance": "stamped dispatch records: experiments/doe/routed-dispatch/{records,stamps} + ops/tracking/nested-family.json tasks (activity-proxy class)",
    "last_point_at": "2026-11-02T09:14:42Z"
   },
   {
    "key": "gemini-3.5-flash-lite",
    "title": "gemini-cli - gemini-3.5-flash-lite - dispatches (cumulative)",
    "unit": "dispatches",
    "kind": "activity-proxy",
    "metric": "dispatches",
    "points": [
     {
      "t": "2026-11-02T11:21:00Z",
      "v": 1
     }
    ],
    "provenance": "stamped dispatch records: experiments/doe/routed-dispatch/{records,stamps} + ops/tracking/nested-family.json tasks (activity-proxy class)",
    "last_point_at": "2026-11-02T11:21:00Z"
   },
   {
    "key": "mistral-small-latest",
    "title": "mistral - mistral-small-latest - dispatches (cumulative)",
    "unit": "dispatches",
    "kind": "activity-proxy",
    "metric": "dispatches",
    "points": [
     {
      "t": "2026-11-02T05:12:54Z",
      "v": 1
     }
    ],
    "provenance": "stamped dispatch records: experiments/doe/routed-dispatch/{records,stamps} + ops/tracking/nested-family.json tasks (activity-proxy class)",
    "last_point_at": "2026-11-02T05:12:54Z"
   },
   {
    "key": "open-mistral-nemo",
    "title": "mistral - open-mistral-nemo - dispatches (cumulative)",
    "unit": "dispatches",
    "kind": "activity-proxy",
    "metric": "dispatches",
    "points": [
     {
      "t": "2026-11-02T05:16:30Z",
      "v": 1
     }
    ],
    "provenance": "stamped dispatch records: experiments/doe/routed-dispatch/{records,stamps} + ops/tracking/nested-family.json tasks (activity-proxy class)",
    "last_point_at": "2026-11-02T05:16:30Z"
   },
   {
    "key": "Muse Spark 1.3",
    "title": "Muse - Muse Spark 1.3 - dispatches (cumulative)",
    "unit": "dispatches",
    "kind": "activity-proxy",
    "metric": "dispatches",
    "points": [
     {
      "t": "2026-11-02T00:39:10Z",
      "v": 1
     },
     {
      "t": "2026-11-02T01:04:53Z",
      "v": 2
     },
     {
      "t": "2026-11-02T01:24:02Z",
      "v": 3
     }
    ],
    "provenance": "stamped dispatch records: experiments/doe/routed-dispatch/{records,stamps} + ops/tracking/nested-family.json tasks (activity-proxy class)",
    "last_point_at": "2026-11-02T01:24:02Z"
   },
   {
    "key": "aisingapore/Llama-SEA-LION-v3-70B-IT",
    "title": "sealion - aisingapore/Llama-SEA-LION-v3-70B-IT - dispatches (cumulative)",
    "unit": "dispatches",
    "kind": "activity-proxy",
    "metric": "dispatches",
    "points": [
     {
      "t": "2026-11-02T00:33:03Z",
      "v": 1
     },
     {
      "t": "2026-11-02T01:05:16Z",
      "v": 2
     },
     {
      "t": "2026-11-02T01:17:47Z",
      "v": 3
     },
     {
      "t": "2026-11-02T01:19:03Z",
      "v": 4
     }
    ],
    "provenance": "stamped dispatch records: experiments/doe/routed-dispatch/{records,stamps} + ops/tracking/nested-family.json tasks (activity-proxy class)",
    "last_point_at": "2026-11-02T01:19:03Z"
   },
   {
    "key": "NOT_ESTABLISHED",
    "title": "unorouter - NOT_ESTABLISHED - dispatches (cumulative)",
    "unit": "dispatches",
    "kind": "activity-proxy",
    "metric": "dispatches",
    "points": [
     {
      "t": "2026-11-02T07:46:55Z",
      "v": 1
     }
    ],
    "provenance": "stamped dispatch records: experiments/doe/routed-dispatch/{records,stamps} + ops/tracking/nested-family.json tasks (activity-proxy class)",
    "last_point_at": "2026-11-02T07:46:55Z"
   }
  ],
  "events": [
   {
    "key": "github.api.user_token",
    "title": "github.api.user_token - rate-limit events",
    "unit": "events",
    "kind": "event",
    "metric": "events",
    "points": [
     {
      "t": "2026-10-28T23:41:00Z",
      "v": 1,
      "class": "core-exhaustion"
     },
     {
      "t": "2026-10-29T05:50:14Z",
      "v": 1,
      "class": "core-exhaustion"
     },
     {
      "t": "2026-10-29T11:41:45Z",
      "v": 1,
      "class": "core-exhaustion"
     },
     {
      "t": "2026-10-29T21:39:53Z",
      "v": 1,
      "class": "core-exhaustion"
     },
     {
      "t": "2026-10-30T01:32:00Z",
      "v": 1,
      "class": "core-exhaustion"
     },
     {
      "t": "2026-10-30T01:34:00Z",
      "v": 1,
      "class": "core-exhaustion"
     },
     {
      "t": "2026-10-30T01:36:00Z",
      "v": 1,
      "class": "core-exhaustion"
     },
     {
      "t": "2026-11-02T06:25:00Z",
      "v": 1,
      "class": "secondary-403"
     }
    ],
    "provenance": "ops/quota/rate-limit-events.json",
    "last_point_at": "2026-11-02T06:25:00Z"
   }
  ]
 },
 "coverage": {
  "providers_total": 95,
  "providers_populated": 3,
  "providers_gap": 94,
  "model_series": 11,
  "model_populated": 11
 },
 "consumption_gap": {
  "method": "fleet-self-count: routed calls of record (3L0 intake + routed-dispatch records/stamps + nested-family carriers, dispatch_id-deduped, github-actions excluded) vs calls carrying a numeric usage value (provider-response tokens or a measured provider-native usage{} value)",
  "routed_calls": 22,
  "usage_stamped": 0,
  "unstamped": 22,
  "unstamped_share": 1.0,
  "causes": {
   "no-usage-record": 22,
   "no-usage-surface": 0
  },
  "by_provider": {
   "gemini-cli": {
    "provider": "gemini-cli",
    "calls": 1,
    "stamped": 0,
    "unstamped": 1
   },
   "muse": {
    "provider": "Muse",
    "calls": 3,
    "stamped": 0,
    "unstamped": 3
   },
   "cohere": {
    "provider": "cohere",
    "calls": 4,
    "stamped": 0,
    "unstamped": 4
   },
   "sealion": {
    "provider": "sealion",
    "calls": 4,
    "stamped": 0,
    "unstamped": 4
   },
   "mistral": {
    "provider": "mistral",
    "calls": 2,
    "stamped": 0,
    "unstamped": 2
   },
   "deepseek": {
    "provider": "deepseek",
    "calls": 6,
    "stamped": 0,
    "unstamped": 6
   },
   "baseten": {
    "provider": "baseten",
    "calls": 1,
    "stamped": 0,
    "unstamped": 1
   },
   "unorouter": {
    "provider": "unorouter",
    "calls": 1,
    "stamped": 0,
    "unstamped": 1
   }
  },
  "sources": [
   "ops/3l0/intake.jsonl",
   "experiments/doe/routed-dispatch/records/*.json",
   "experiments/doe/routed-dispatch/stamps/*.json",
   "ops/tracking/nested-family.json"
  ]
 },
 "notes": {
  "model": "Model series are populated from stamped dispatch records (routed-dispatch fan-out + nested-family carriers): one point per stamped dispatch, cumulative, kind activity-proxy - dispatch counts, not consumption. Instances stamped NOT ESTABLISHED carry no model@version and are excluded; nothing is inferred. Consumption-class series (kind consumption) are built from per-call usage records - ops/3l0/intake.jsonl usage{tokens_in,tokens_out} and routed-dispatch record usage{} blocks - cumulative per provider and per model@version, exact record match only. Unstamped routed calls are counted in consumption_gap (named on the page), never silently excluded.",
  "readings": "The public readings snapshots (docs/ops/generated/quota-status.json) carry no usage values by design (status-only projection); they are not a usage series source.",
  "gaps": "Points exist only where a source observed a value. Segments spanning >3x the series minimum step and >its median step render dotted (gap signal); no zero-fill, no interpolation."
 }
}