{
  "captured_on": "2026-09-27",
  "method": {
    "measures": "adoption — how much a model is actually run inside the tracked coding tools",
    "ranking_function": "A weighted score, not a raw volume sort: 65% token volume inside the tracked coding tools, 25% overall OpenRouter volume (a stability term — per-tool data is thin and a model that is large everywhere should not be invisible), 10% breadth across tools, capped at four. Each is normalised against the leader in that band, so the Volume column can disagree with the rank order and usually does.",
    "does_not_measure": "capability. No benchmark is involved. A cheap model can lead on volume alone.",
    "coding_signal": "Usage inside tools that are coding tools, summed per model. OpenRouter retired its per-category programming ranking, so category tags are no longer available; measuring the tools directly replaces it.",
    "price_basis": "Blended USD per million tokens, weighting prompt to completion 3:1, because coding traffic is prompt-heavy.",
    "eligibility": "Text input, tool-calling support, and at least a 32K context window.",
    "tool_boards": "Where a tool bundles a model, that model is listed first because it is what a user gets by default — it is not scored against the rows under it. Measured rows below it are rank-ordered by that tool's own token share and reflect only users who supplied their own OpenRouter key."
  },
  "board_count": 12,
  "boards": [
    {
      "scope": "budget",
      "scope_key": "balanced",
      "rows": [
        {
          "id": 7579,
          "captured_on": "2026-09-27",
          "scope": "budget",
          "scope_key": "balanced",
          "rank": 1,
          "model_id": "nvidia/nemotron-3-ultra-550b-a55b",
          "score": 28.16,
          "price_blended_per_m": 1.05,
          "usage_tokens": 2260283590716,
          "usage_rank": 7,
          "rationale": "2.26T tokens through 4 tracked coding tools · $1.05 per million tokens blended · $1 to $5 / M band · 262K context. Ranked on usage, which measures adoption rather than capability.",
          "evidence": {
            "band": "$1 to $5 / M",
            "permaslug": "nvidia/nemotron-3-ultra-550b-a55b-20260604",
            "band_blurb": "mid-range",
            "model_name": "NVIDIA: Nemotron 3 Ultra",
            "coding_tokens": 2260283590716,
            "context_length": 262144,
            "overall_tokens": 5470410001656,
            "tools_measured": [
              "aider",
              "cline",
              "kilo-code",
              "roo-code"
            ],
            "usage_is_per_model": "OpenRouter reports usage per model, not per pricing variant, so this volume is the model total across all of its variants."
          }
        },
        {
          "id": 7580,
          "captured_on": "2026-09-27",
          "scope": "budget",
          "scope_key": "balanced",
          "rank": 2,
          "model_id": "tencent/hy4-preview",
          "score": 22.39,
          "price_blended_per_m": 1.25075,
          "usage_tokens": 1180596209128,
          "usage_rank": 3,
          "rationale": "1.18T tokens through 1 tracked coding tool · $1.25 per million tokens blended · $1 to $5 / M band · 1049K context. Ranked on usage, which measures adoption rather than capability.",
          "evidence": {
            "band": "$1 to $5 / M",
            "permaslug": "tencent/hy4-preview-20260827",
            "band_blurb": "mid-range",
            "model_name": "Tencent: Hy4 preview",
            "coding_tokens": 1180596209128,
            "context_length": 1048576,
            "overall_tokens": 10611424494392,
            "tools_measured": [
              "claude-code"
            ],
            "usage_is_per_model": "OpenRouter reports usage per model, not per pricing variant, so this volume is the model total across all of its variants."
          }
        },
        {
          "id": 7581,
          "captured_on": "2026-09-27",
          "scope": "budget",
          "scope_key": "balanced",
          "rank": 3,
          "model_id": "google/gemini-3.8-flash",
          "score": 17.04,
          "price_blended_per_m": 1.5,
          "usage_tokens": 856860369219,
          "usage_rank": 15,
          "rationale": "0.86T tokens through 5 tracked coding tools · $1.50 per million tokens blended · $1 to $5 / M band · 1049K context. Ranked on usage, which measures adoption rather than capability.",
          "evidence": {
            "band": "$1 to $5 / M",
            "permaslug": "google/gemini-3.8-flash-20260902",
            "band_blurb": "mid-range",
            "model_name": "Google: Gemini 3.8 Flash",
            "coding_tokens": 856860369219,
            "context_length": 1048576,
            "overall_tokens": 2190124463415,
            "tools_measured": [
              "claude-code",
              "codex-cli",
              "aider",
              "kilo-code",
              "roo-code"
            ],
            "usage_is_per_model": "OpenRouter reports usage per model, not per pricing variant, so this volume is the model total across all of its variants."
          }
        },
        {
          "id": 7582,
          "captured_on": "2026-09-27",
          "scope": "budget",
          "scope_key": "balanced",
          "rank": 4,
          "model_id": "anthropic/claude-sonnet-5",
          "score": 16.61,
          "price_blended_per_m": 4,
          "usage_tokens": 974040601053,
          "usage_rank": 20,
          "rationale": "0.97T tokens through 4 tracked coding tools · $4.00 per million tokens blended · $1 to $5 / M band · 1000K context. Ranked on usage, which measures adoption rather than capability.",
          "evidence": {
            "band": "$1 to $5 / M",
            "permaslug": "anthropic/claude-sonnet-5-20260630",
            "band_blurb": "mid-range",
            "model_name": "Anthropic: Claude Sonnet 5",
            "coding_tokens": 974040601053,
            "context_length": 1000000,
            "overall_tokens": 1450554872708,
            "tools_measured": [
              "claude-code",
              "aider",
              "cline",
              "roo-code"
            ],
            "usage_is_per_model": "OpenRouter reports usage per model, not per pricing variant, so this volume is the model total across all of its variants."
          }
        },
        {
          "id": 7583,
          "captured_on": "2026-09-27",
          "scope": "budget",
          "scope_key": "balanced",
          "rank": 5,
          "model_id": "openai/gpt-5.6-sol",
          "score": 14.72,
          "price_blended_per_m": 4,
          "usage_tokens": 1565968920666,
          "usage_rank": 18,
          "rationale": "1.57T tokens through 2 tracked coding tools · $4.00 per million tokens blended · $1 to $5 / M band · 1050K context. Ranked on usage, which measures adoption rather than capability.",
          "evidence": {
            "band": "$1 to $5 / M",
            "permaslug": "openai/gpt-5.6-sol-20260709",
            "band_blurb": "mid-range",
            "model_name": "OpenAI: GPT-5.6 Sol",
            "coding_tokens": 1565968920666,
            "context_length": 1050000,
            "overall_tokens": 1656860597662,
            "tools_measured": [
              "claude-code",
              "codex-cli"
            ],
            "usage_is_per_model": "OpenRouter reports usage per model, not per pricing variant, so this volume is the model total across all of its variants."
          }
        },
        {
          "id": 7584,
          "captured_on": "2026-09-27",
          "scope": "budget",
          "scope_key": "balanced",
          "rank": 6,
          "model_id": "moonshotai/kimi-k3:batch",
          "score": 13.32,
          "price_blended_per_m": 4.56,
          "usage_tokens": 310430716971,
          "usage_rank": 22,
          "rationale": "0.31T tokens through 4 tracked coding tools · $4.56 per million tokens blended · $1 to $5 / M band · 1049K context. Ranked on usage, which measures adoption rather than capability.",
          "evidence": {
            "band": "$1 to $5 / M",
            "permaslug": "moonshotai/kimi-k3-20260715",
            "band_blurb": "mid-range",
            "model_name": "MoonshotAI: Kimi K3 (batch)",
            "coding_tokens": 310430716971,
            "context_length": 1048576,
            "overall_tokens": 1364307055889,
            "tools_measured": [
              "claude-code",
              "codex-cli",
              "aider",
              "cline"
            ],
            "usage_is_per_model": "OpenRouter reports usage per model, not per pricing variant, so this volume is the model total across all of its variants."
          }
        },
        {
          "id": 7585,
          "captured_on": "2026-09-27",
          "scope": "budget",
          "scope_key": "balanced",
          "rank": 7,
          "model_id": "anthropic/claude-opus-5:batch",
          "score": 12.42,
          "price_blended_per_m": 5,
          "usage_tokens": 1273145688976,
          "usage_rank": 27,
          "rationale": "1.27T tokens through 2 tracked coding tools · $5.00 per million tokens blended · $1 to $5 / M band · 1000K context. Ranked on usage, which measures adoption rather than capability.",
          "evidence": {
            "band": "$1 to $5 / M",
            "permaslug": "anthropic/claude-opus-5-20260723",
            "band_blurb": "mid-range",
            "model_name": "Anthropic: Claude Opus 5 (batch)",
            "coding_tokens": 1273145688976,
            "context_length": 1000000,
            "overall_tokens": 985603353183,
            "tools_measured": [
              "claude-code",
              "cline"
            ],
            "usage_is_per_model": "OpenRouter reports usage per model, not per pricing variant, so this volume is the model total across all of its variants."
          }
        },
        {
          "id": 7586,
          "captured_on": "2026-09-27",
          "scope": "budget",
          "scope_key": "balanced",
          "rank": 8,
          "model_id": "google/gemini-3.7-flash",
          "score": 5.86,
          "price_blended_per_m": 1.5,
          "usage_tokens": 36801360461,
          "usage_rank": 41,
          "rationale": "0.04T tokens through 2 tracked coding tools · $1.50 per million tokens blended · $1 to $5 / M band · 1049K context. Ranked on usage, which measures adoption rather than capability.",
          "evidence": {
            "band": "$1 to $5 / M",
            "permaslug": "google/gemini-3.7-flash-20260813",
            "band_blurb": "mid-range",
            "model_name": "Google: Gemini 3.7 Flash",
            "coding_tokens": 36801360461,
            "context_length": 1048576,
            "overall_tokens": 509762326515,
            "tools_measured": [
              "codex-cli",
              "aider"
            ],
            "usage_is_per_model": "OpenRouter reports usage per model, not per pricing variant, so this volume is the model total across all of its variants."
          }
        },
        {
          "id": 7587,
          "captured_on": "2026-09-27",
          "scope": "budget",
          "scope_key": "balanced",
          "rank": 9,
          "model_id": "thinkingmachines/inkling",
          "score": 5.52,
          "price_blended_per_m": 1.7625,
          "usage_tokens": 13377758290,
          "usage_rank": 49,
          "rationale": "0.01T tokens through 2 tracked coding tools · $1.76 per million tokens blended · $1 to $5 / M band · 524K context. Ranked on usage, which measures adoption rather than capability.",
          "evidence": {
            "band": "$1 to $5 / M",
            "permaslug": "thinkingmachines/inkling-20260715",
            "band_blurb": "mid-range",
            "model_name": "Thinking Machines: Inkling",
            "coding_tokens": 13377758290,
            "context_length": 524288,
            "overall_tokens": 341446698212,
            "tools_measured": [
              "aider",
              "roo-code"
            ],
            "usage_is_per_model": "OpenRouter reports usage per model, not per pricing variant, so this volume is the model total across all of its variants."
          }
        },
        {
          "id": 7588,
          "captured_on": "2026-09-27",
          "scope": "budget",
          "scope_key": "balanced",
          "rank": 10,
          "model_id": "anthropic/claude-opus-5.5:batch",
          "score": 4.43,
          "price_blended_per_m": 4,
          "usage_tokens": 156801112325,
          "usage_rank": 29,
          "rationale": "0.16T tokens through 1 tracked coding tool · $4.00 per million tokens blended · $1 to $5 / M band · 1000K context. Ranked on usage, which measures adoption rather than capability.",
          "evidence": {
            "band": "$1 to $5 / M",
            "permaslug": "anthropic/claude-opus-5.5-20260921",
            "band_blurb": "mid-range",
            "model_name": "Anthropic: Claude Opus 5.5 (batch)",
            "coding_tokens": 156801112325,
            "context_length": 1000000,
            "overall_tokens": 877659397046,
            "tools_measured": [
              "claude-code"
            ],
            "usage_is_per_model": "OpenRouter reports usage per model, not per pricing variant, so this volume is the model total across all of its variants."
          }
        }
      ]
    },
    {
      "scope": "budget",
      "scope_key": "free",
      "rows": [
        {
          "id": 7559,
          "captured_on": "2026-09-27",
          "scope": "budget",
          "scope_key": "free",
          "rank": 1,
          "model_id": "stealth/space-bunny-alpha",
          "score": 39.73,
          "price_blended_per_m": 0,
          "usage_tokens": 3443911884441,
          "usage_rank": 4,
          "rationale": "3.44T tokens through 5 tracked coding tools · free to run · Free band · 1000K context. Ranked on usage, which measures adoption rather than capability.",
          "evidence": {
            "band": "Free",
            "permaslug": "stealth/space-bunny-alpha",
            "band_blurb": "no per-token cost",
            "model_name": "Space Bunny Alpha",
            "coding_tokens": 3443911884441,
            "context_length": 1000000,
            "overall_tokens": 9866407465447,
            "tools_measured": [
              "claude-code",
              "codex-cli",
              "cline",
              "kilo-code",
              "roo-code"
            ],
            "usage_is_per_model": "OpenRouter reports usage per model, not per pricing variant, so this volume is the model total across all of its variants."
          }
        },
        {
          "id": 7560,
          "captured_on": "2026-09-27",
          "scope": "budget",
          "scope_key": "free",
          "rank": 2,
          "model_id": "nvidia/nemotron-3-ultra-550b-a55b:free",
          "score": 28.16,
          "price_blended_per_m": 0,
          "usage_tokens": 2260283590716,
          "usage_rank": 7,
          "rationale": "2.26T tokens through 4 tracked coding tools · free to run · Free band · 1000K context. Ranked on usage, which measures adoption rather than capability.",
          "evidence": {
            "band": "Free",
            "permaslug": "nvidia/nemotron-3-ultra-550b-a55b-20260604",
            "band_blurb": "no per-token cost",
            "model_name": "NVIDIA: Nemotron 3 Ultra (free)",
            "coding_tokens": 2260283590716,
            "context_length": 1000000,
            "overall_tokens": 5470410001656,
            "tools_measured": [
              "aider",
              "cline",
              "kilo-code",
              "roo-code"
            ],
            "usage_is_per_model": "OpenRouter reports usage per model, not per pricing variant, so this volume is the model total across all of its variants."
          }
        },
        {
          "id": 7561,
          "captured_on": "2026-09-27",
          "scope": "budget",
          "scope_key": "free",
          "rank": 3,
          "model_id": "poolside/laguna-s-2.1:free",
          "score": 22.29,
          "price_blended_per_m": 0,
          "usage_tokens": 3277985103386,
          "usage_rank": 24,
          "rationale": "3.28T tokens through 2 tracked coding tools · free to run · Free band · 262K context. Ranked on usage, which measures adoption rather than capability.",
          "evidence": {
            "band": "Free",
            "permaslug": "poolside/laguna-s-2.1-20260720",
            "band_blurb": "no per-token cost",
            "model_name": "Poolside: Laguna S 2.1 (free)",
            "coding_tokens": 3277985103386,
            "context_length": 262144,
            "overall_tokens": 1190207102520,
            "tools_measured": [
              "cline",
              "kilo-code"
            ],
            "usage_is_per_model": "OpenRouter reports usage per model, not per pricing variant, so this volume is the model total across all of its variants."
          }
        },
        {
          "id": 7562,
          "captured_on": "2026-09-27",
          "scope": "budget",
          "scope_key": "free",
          "rank": 4,
          "model_id": "dots-studio/dots-3-note-preview:free",
          "score": 13.15,
          "price_blended_per_m": 0,
          "usage_tokens": 1531231603865,
          "usage_rank": 36,
          "rationale": "1.53T tokens through 2 tracked coding tools · free to run · Free band · 512K context. Ranked on usage, which measures adoption rather than capability.",
          "evidence": {
            "band": "Free",
            "permaslug": "dots-studio/dots-3-note-preview-20260813",
            "band_blurb": "no per-token cost",
            "model_name": "Dots Studio: Dots3-Note Preview (free)",
            "coding_tokens": 1531231603865,
            "context_length": 512000,
            "overall_tokens": 613246972032,
            "tools_measured": [
              "aider",
              "kilo-code"
            ],
            "usage_is_per_model": "OpenRouter reports usage per model, not per pricing variant, so this volume is the model total across all of its variants."
          }
        },
        {
          "id": 7563,
          "captured_on": "2026-09-27",
          "scope": "budget",
          "scope_key": "free",
          "rank": 5,
          "model_id": "inclusionai/ling-3.0-flash-fin:free",
          "score": 11.39,
          "price_blended_per_m": 0,
          "usage_tokens": 471088081287,
          "usage_rank": 23,
          "rationale": "0.47T tokens through 3 tracked coding tools · free to run · Free band · 262K context. Ranked on usage, which measures adoption rather than capability.",
          "evidence": {
            "band": "Free",
            "permaslug": "inclusionai/ling-3.0-flash-fin-20260827",
            "band_blurb": "no per-token cost",
            "model_name": "inclusionAI: Ling 3.0 Flash Fin (free)",
            "coding_tokens": 471088081287,
            "context_length": 262144,
            "overall_tokens": 1214110777183,
            "tools_measured": [
              "aider",
              "cline",
              "kilo-code"
            ],
            "usage_is_per_model": "OpenRouter reports usage per model, not per pricing variant, so this volume is the model total across all of its variants."
          }
        },
        {
          "id": 7564,
          "captured_on": "2026-09-27",
          "scope": "budget",
          "scope_key": "free",
          "rank": 6,
          "model_id": "thinkingmachines/inkling:free",
          "score": 5.52,
          "price_blended_per_m": 0,
          "usage_tokens": 13377758290,
          "usage_rank": 49,
          "rationale": "0.01T tokens through 2 tracked coding tools · free to run · Free band · 1049K context. Ranked on usage, which measures adoption rather than capability.",
          "evidence": {
            "band": "Free",
            "permaslug": "thinkingmachines/inkling-20260715",
            "band_blurb": "no per-token cost",
            "model_name": "Thinking Machines: Inkling (free)",
            "coding_tokens": 13377758290,
            "context_length": 1048576,
            "overall_tokens": 341446698212,
            "tools_measured": [
              "aider",
              "roo-code"
            ],
            "usage_is_per_model": "OpenRouter reports usage per model, not per pricing variant, so this volume is the model total across all of its variants."
          }
        },
        {
          "id": 7565,
          "captured_on": "2026-09-27",
          "scope": "budget",
          "scope_key": "free",
          "rank": 7,
          "model_id": "nvidia/nemotron-3-super-120b-a12b:free",
          "score": 4.73,
          "price_blended_per_m": 0,
          "usage_tokens": 372022528768,
          "usage_rank": 52,
          "rationale": "0.37T tokens through 1 tracked coding tool · free to run · Free band · 262K context. Ranked on usage, which measures adoption rather than capability.",
          "evidence": {
            "band": "Free",
            "permaslug": "nvidia/nemotron-3-super-120b-a12b-20230311",
            "band_blurb": "no per-token cost",
            "model_name": "NVIDIA: Nemotron 3 Super (free)",
            "coding_tokens": 372022528768,
            "context_length": 262144,
            "overall_tokens": 331135897086,
            "tools_measured": [
              "kilo-code"
            ],
            "usage_is_per_model": "OpenRouter reports usage per model, not per pricing variant, so this volume is the model total across all of its variants."
          }
        },
        {
          "id": 7566,
          "captured_on": "2026-09-27",
          "scope": "budget",
          "scope_key": "free",
          "rank": 8,
          "model_id": "nvidia/nemotron-3.5-lightning:free",
          "score": 4.03,
          "price_blended_per_m": 0,
          "usage_tokens": 169423165359,
          "usage_rank": 39,
          "rationale": "0.17T tokens through 1 tracked coding tool · free to run · Free band · 1000K context. Ranked on usage, which measures adoption rather than capability.",
          "evidence": {
            "band": "Free",
            "permaslug": "nvidia/nemotron-3.5-lightning-20260807",
            "band_blurb": "no per-token cost",
            "model_name": "NVIDIA: Nemotron 3.5 Lightning (free)",
            "coding_tokens": 169423165359,
            "context_length": 1000000,
            "overall_tokens": 538150855996,
            "tools_measured": [
              "kilo-code"
            ],
            "usage_is_per_model": "OpenRouter reports usage per model, not per pricing variant, so this volume is the model total across all of its variants."
          }
        },
        {
          "id": 7567,
          "captured_on": "2026-09-27",
          "scope": "budget",
          "scope_key": "free",
          "rank": 9,
          "model_id": "inclusionai/ling-3.0-flash-sante:free",
          "score": 3.91,
          "price_blended_per_m": 0,
          "usage_tokens": 206154823648,
          "usage_rank": 55,
          "rationale": "0.21T tokens through 1 tracked coding tool · free to run · Free band · 262K context. Ranked on usage, which measures adoption rather than capability.",
          "evidence": {
            "band": "Free",
            "permaslug": "inclusionai/ling-3.0-flash-sante-20260904",
            "band_blurb": "no per-token cost",
            "model_name": "inclusionAI: Ling 3.0 Flash Sante (free)",
            "coding_tokens": 206154823648,
            "context_length": 262144,
            "overall_tokens": 313887577875,
            "tools_measured": [
              "kilo-code"
            ],
            "usage_is_per_model": "OpenRouter reports usage per model, not per pricing variant, so this volume is the model total across all of its variants."
          }
        },
        {
          "id": 7568,
          "captured_on": "2026-09-27",
          "scope": "budget",
          "scope_key": "free",
          "rank": 10,
          "model_id": "cohere/north-mini-code:free",
          "score": 3.57,
          "price_blended_per_m": 0,
          "usage_tokens": 189083181889,
          "usage_rank": 78,
          "rationale": "0.19T tokens through 1 tracked coding tool · free to run · Free band · 256K context. Ranked on usage, which measures adoption rather than capability.",
          "evidence": {
            "band": "Free",
            "permaslug": "cohere/north-mini-code-20260617",
            "band_blurb": "no per-token cost",
            "model_name": "Cohere: North Mini Code (free)",
            "coding_tokens": 189083181889,
            "context_length": 256000,
            "overall_tokens": 123375122421,
            "tools_measured": [
              "kilo-code"
            ],
            "usage_is_per_model": "OpenRouter reports usage per model, not per pricing variant, so this volume is the model total across all of its variants."
          }
        }
      ]
    },
    {
      "scope": "budget",
      "scope_key": "premium",
      "rows": [
        {
          "id": 7589,
          "captured_on": "2026-09-27",
          "scope": "budget",
          "scope_key": "premium",
          "rank": 1,
          "model_id": "moonshotai/kimi-k3",
          "score": 13.32,
          "price_blended_per_m": 6,
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        },
        {
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        {
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        {
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        }
      ]
    },
    {
      "scope": "tool",
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        {
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    },
    {
      "scope": "tool",
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        {
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        {
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        {
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        {
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        {
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    {
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        {
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        {
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        {
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        {
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          "usage_rank": 31,
          "rationale": "3.0% of the tokens Roo Code sends through OpenRouter go to this model, at $0.43 per million blended. This measures Roo Code users who supplied their own OpenRouter key.",
          "evidence": {
            "permaslug": "deepseek/deepseek-v4-pro-20260423",
            "selection": "measured-usage",
            "model_name": "DeepSeek: DeepSeek V4 Pro 0423",
            "population": "OpenRouter bring-your-own-key traffic for this tool",
            "coding_tokens": 5235156483,
            "context_length": 1048576,
            "openrouter_app": "roo-code",
            "overall_tokens": 754942389612,
            "tools_measured": [
              "roo-code"
            ]
          }
        },
        {
          "id": 7659,
          "captured_on": "2026-09-27",
          "scope": "tool",
          "scope_key": "roo-code",
          "rank": 10,
          "model_id": "anthropic/claude-sonnet-4.6:batch",
          "score": 3,
          "price_blended_per_m": 3,
          "usage_tokens": 5184269339,
          "usage_rank": 50,
          "rationale": "3.0% of the tokens Roo Code sends through OpenRouter go to this model, at $3.00 per million blended. This measures Roo Code users who supplied their own OpenRouter key.",
          "evidence": {
            "permaslug": "anthropic/claude-4.6-sonnet-20260217",
            "selection": "measured-usage",
            "model_name": "Anthropic: Claude Sonnet 4.6 (batch)",
            "population": "OpenRouter bring-your-own-key traffic for this tool",
            "coding_tokens": 5184269339,
            "context_length": 1000000,
            "openrouter_app": "roo-code",
            "overall_tokens": 339490665386,
            "tools_measured": [
              "roo-code"
            ]
          }
        }
      ]
    }
  ]
}