{
  "schema_version": 1,
  "as_of": "2026-10-23",
  "captured_at": "2026-10-23T14:49:18.404420+00:00",
  "status": "VERIFIED primary visible rounded chart observations; twelve completed weeks",
  "source_url": "https://openrouter.ai/rankings",
  "source_type": "primary visible chart",
  "attribution": "Source: OpenRouter (openrouter.ai/rankings), observed2026-10-23; page usage through2026-10-22. Licensed under CC BY4.0.",
  "scope": {
    "label": "OpenRouter public text-token telemetry",
    "all_models_within_published_scope": true,
    "grouping": "Nine named most-used models plus Others each week; model membership changes.",
    "excludes": "Private user/app traffic, private models/endpoints and zero-data-retention traffic; not all platform or global AI demand.",
    "token_types": "Published count is prompt+completion tokens using upstream native tokenizers; not normalized compute.",
    "paid_free": "Free model variants included and separately named; no complete paid/free series because Others aggregates variants.",
    "cache": "Usage schema places cached tokens in prompt-token details. Chart has no cache breakdown; current cached share of this twelve-week series is unknown.",
    "period": "Monday labels and seven-day spacing; ends reconstructed as following Sunday. Daily buckets documented UTC; weekly boundary timezone inferred from those daily buckets, not separately stated by tooltip.",
    "unfinished_week_excluded": "2026-10-19 through2026-10-25",
    "precision": "Displayed compact totals, not exact export. Treat derived percentages as approximate; do not substitute third-party extra digits."
  },
  "four_week_blocks": [
    {
      "start": "2026-07-27",
      "end": "2026-08-23",
      "total_trillion_tokens_approx": 294.5,
      "weekly_mean_trillion_tokens_approx": 73.625,
      "growth_from_previous_block_pct_approx": null
    },
    {
      "start": "2026-08-24",
      "end": "2026-09-20",
      "total_trillion_tokens_approx": 484.0,
      "weekly_mean_trillion_tokens_approx": 121.0,
      "growth_from_previous_block_pct_approx": 64.34634974533107
    },
    {
      "start": "2026-09-21",
      "end": "2026-10-18",
      "total_trillion_tokens_approx": 648.0,
      "weekly_mean_trillion_tokens_approx": 162.0,
      "growth_from_previous_block_pct_approx": 33.88429752066116
    }
  ],
  "summary": {
    "latest_week_start": "2026-10-12",
    "latest_total_trillion": 164.0,
    "latest_wow_pct_approx": -4.651162790697672,
    "latest_four_week_endpoint_growth_pct_approx": 27.13178294573644,
    "peak_in_observed_window_start": "2026-10-05",
    "peak_total_trillion": 172.0,
    "latest_vs_observed_peak_pct_approx": -4.651162790697672,
    "latest_vs_first_week_pct_approx": 188.73239436619718,
    "conclusion": "Observed public-token growth decelerated and latest completed week declined; latest four-week total still grew strongly. Persistent contraction and market-wide demand decline are not established."
  },
  "formulas": {
    "wow": "100*(W[t]/W[t-1]-1)",
    "four_week_endpoint": "100*(W[t]/W[t-4]-1)",
    "four_week_block": "100*(sum(current4)/sum(previous4)-1)",
    "peak": "100*(latest/max(observed_complete_weeks)-1)"
  },
  "documented_export": {
    "url": "https://openrouter.ai/api/v1/datasets/rankings-daily?start_date=2026-07-27&end_date=2026-10-18",
    "docs": "https://openrouter.ai/docs/cookbook/administration/data-api",
    "status": "Not invoked: requires valid existing API key; none configured in process environment. No secret files read, no new key or paid route.",
    "shape": "Top50 public models plus other each day; integer token strings; inclusive UTC dates; retain response meta.as_of if obtained."
  },
  "method_sources": [
    {
      "url": "https://openrouter.ai/rankings",
      "sections": "How these rankings are measured; Top Models"
    },
    {
      "url": "https://openrouter.ai/docs/cookbook/administration/data-api",
      "sections": "Rankings Daily; acceptable use and attribution"
    },
    {
      "url": "https://openrouter.ai/docs/cookbook/administration/usage-accounting",
      "sections": "Usage Information; Response Format"
    }
  ],
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      "component_sum_trillion_approx": 56.81,
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          "model_display_name": "MiMo-V2.5",
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          "display_tokens": "3.28T"
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          "display_tokens": "2.89T"
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          "display_tokens": "2.43T"
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          "model_display_name": "MiniMax M3",
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          "display_tokens": "1.96T"
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          "model_display_name": "GPT-5.6 Luna",
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          "display_tokens": "1.95T"
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          "display_tokens": "4.43T"
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          "display_tokens": "3.49T"
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          "display_tokens": "2.61T"
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          "display_tokens": "2.41T"
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          "display_tokens": "2.33T"
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          "display_tokens": "28.3T"
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          "display_tokens": "11.2T"
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          "display_tokens": "9.95T"
        },
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          "display_tokens": "5.31T"
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          "display_tokens": "3.79T"
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          "display_tokens": "2.74T"
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          "model_display_name": "Claude Opus 5",
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          "display_tokens": "2.67T"
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          "display_tokens": "2.28T"
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          "display_tokens": "11.6T"
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          "display_tokens": "11.6T"
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          "display_tokens": "9.94T"
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          "display_tokens": "4.75T"
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          "display_tokens": "3.42T"
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          "display_tokens": "1.85T"
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