{
  "naive": {
    "n": 26,
    "slope_log10tokens_per_point": -0.006513075580715011,
    "ci95": [
      -0.03032609146723488,
      0.017299940305804857
    ],
    "r2": 0.013103297023032479,
    "p": 0.5776556151149962
  },
  "hc3_robust": {
    "slope": -0.006513075580715011,
    "ci95": [
      -0.02826924543949284,
      0.015243094278062818
    ],
    "p": 0.5573728289299102
  },
  "spearman": {
    "rho": -0.13027868202031695,
    "p": 0.5258620029488329
  },
  "price_controlled": {
    "slope_intelligence": 0.009816329802716905,
    "ci95_intelligence": [
      -0.033289255861876796,
      0.05292191546731061
    ],
    "p_intelligence": 0.655353245362242,
    "slope_log_price": -0.5158362169342166,
    "ci95_log_price": [
      -1.3095368813775543,
      0.2778644475091212
    ],
    "p_log_price": 0.20273229502289924,
    "r2": 0.13802264715892865
  },
  "bootstrap": {
    "n_draws": 4000,
    "ci95": [
      -0.02866056951173033,
      0.012163516251895864
    ],
    "frac_positive": 0.24,
    "mean": -0.007398452810326404
  },
  "full_coverage_subset": {
    "n": 11,
    "slope": 0.002338065596168601,
    "ci95": [
      -0.016853518578022357,
      0.02152964977035956
    ],
    "r2": 0.008368451561258428,
    "p": 0.7890835466017995
  },
  "meta": {
    "n_total": 26,
    "n_aa_intelligence_universe": 36,
    "window_start": "2026-10-03",
    "window_end": "2026-11-01",
    "window_days": 30,
    "top_usage_model": "GLM-5.3-Flash",
    "top_usage_tokens_30d": 55070224358416,
    "top_usage_intelligence_index": 27.8,
    "top_intelligence_model": "Claude Opus 5.5 (Max, Default Fallback)",
    "top_intelligence_index": 58.4,
    "top_intelligence_tokens_30d": 26888125518291,
    "lowest_intelligence_model_in_sample": "Kimi K3 (Low)",
    "lowest_intelligence_index": 17.4,
    "lowest_intelligence_tokens_30d": 8494768598895,
    "median_intelligence_index": 31.1,
    "n_full_coverage": 11
  },
  "table": [
    {
      "model_permaslug": "z-ai/glm-5.3-flash-20260826",
      "display_name": "GLM-5.3-Flash",
      "intelligence_index": 27.8,
      "coding_index": 71.5,
      "agentic_index": 50.9,
      "prompt_price_per_token": 1e-07,
      "completion_price_per_token": 5e-07,
      "total_tokens_30d": 55070224358416,
      "days_present_30d": 30,
      "log_tokens": 13.740916845818917,
      "log_completion_price": -6.301029995663981
    },
    {
      "model_permaslug": "xiaomi/mimo-v2.6-flash-20260921",
      "display_name": "MiMo-V2.6-Flash",
      "intelligence_index": 26.7,
      "coding_index": NaN,
      "agentic_index": NaN,
      "prompt_price_per_token": 1.4e-07,
      "completion_price_per_token": 2.8e-07,
      "total_tokens_30d": 33118643123159,
      "days_present_30d": 30,
      "log_tokens": 13.5200725353533,
      "log_completion_price": -6.552841968657781
    },
    {
      "model_permaslug": "openai/gpt-6-luna-20260922",
      "display_name": "GPT-6 Luna (Max)",
      "intelligence_index": 27.8,
      "coding_index": NaN,
      "agentic_index": NaN,
      "prompt_price_per_token": 1e-07,
      "completion_price_per_token": 5e-07,
      "total_tokens_30d": 32712313983063,
      "days_present_30d": 30,
      "log_tokens": 13.514711266061113,
      "log_completion_price": -6.301029995663981
    },
    {
      "model_permaslug": "stepfun/step-5-preview-20261008",
      "display_name": "Step 5 Preview",
      "intelligence_index": 28.5,
      "coding_index": NaN,
      "agentic_index": NaN,
      "prompt_price_per_token": 1e-06,
      "completion_price_per_token": 2.7e-06,
      "total_tokens_30d": 30167115157648,
      "days_present_30d": 22,
      "log_tokens": 13.479533781138928,
      "log_completion_price": -5.568636235841013
    },
    {
      "model_permaslug": "anthropic/claude-opus-5.5-20260921",
      "display_name": "Claude Opus 5.5 (Max, Default Fallback)",
      "intelligence_index": 58.4,
      "coding_index": NaN,
      "agentic_index": NaN,
      "prompt_price_per_token": 4.4e-06,
      "completion_price_per_token": 2.2e-05,
      "total_tokens_30d": 26888125518291,
      "days_present_30d": 30,
      "log_tokens": 13.429560526825819,
      "log_completion_price": -4.657577319177793
    },
    {
      "model_permaslug": "z-ai/glm-5.3-20260816",
      "display_name": "GLM-5.3 (Max)",
      "intelligence_index": 31.7,
      "coding_index": 74.8,
      "agentic_index": 53.1,
      "prompt_price_per_token": 9.8e-07,
      "completion_price_per_token": 3.08e-06,
      "total_tokens_30d": 19078297449992,
      "days_present_30d": 30,
      "log_tokens": 13.280539615595272,
      "log_completion_price": -5.511449283499556
    },
    {
      "model_permaslug": "openai/gpt-6.1-sol-20260929",
      "display_name": "GPT-6.1 Sol (Max)",
      "intelligence_index": 54.5,
      "coding_index": NaN,
      "agentic_index": NaN,
      "prompt_price_per_token": 2e-06,
      "completion_price_per_token": 1e-05,
      "total_tokens_30d": 10898080486492,
      "days_present_30d": 30,
      "log_tokens": 13.037350011010764,
      "log_completion_price": -5.0
    },
    {
      "model_permaslug": "anthropic/claude-sonnet-5.5-20260928",
      "display_name": "Claude Sonnet 5.5 (Max, Default Fallback)",
      "intelligence_index": 54.2,
      "coding_index": NaN,
      "agentic_index": NaN,
      "prompt_price_per_token": 2.2e-06,
      "completion_price_per_token": 1.1e-05,
      "total_tokens_30d": 10183129781264,
      "days_present_30d": 30,
      "log_tokens": 13.007881278769808,
      "log_completion_price": -4.958607314841775
    },
    {
      "model_permaslug": "anthropic/claude-haiku-5.5-20261007",
      "display_name": "Claude Haiku 5.5 (Max)",
      "intelligence_index": 36.2,
      "coding_index": NaN,
      "agentic_index": NaN,
      "prompt_price_per_token": 1.1e-07,
      "completion_price_per_token": 5.5e-07,
      "total_tokens_30d": 8595877425122,
      "days_present_30d": 25,
      "log_tokens": 12.934290213942175,
      "log_completion_price": -6.259637310505756
    },
    {
      "model_permaslug": "moonshotai/kimi-k3-20260715",
      "display_name": "Kimi K3 (Low)",
      "intelligence_index": 17.4,
      "coding_index": 72.0,
      "agentic_index": 29.3,
      "prompt_price_per_token": 1.49e-07,
      "completion_price_per_token": 2.2e-05,
      "total_tokens_30d": 8494768598895,
      "days_present_30d": 30,
      "log_tokens": 12.929151553000029,
      "log_completion_price": -4.657577319177793
    },
    {
      "model_permaslug": "google/gemini-3.8-flash-20260902",
      "display_name": "Gemini 3.8 Flash (High)",
      "intelligence_index": 30.5,
      "coding_index": 76.3,
      "agentic_index": 40.2,
      "prompt_price_per_token": 8.25e-07,
      "completion_price_per_token": 4.125e-06,
      "total_tokens_30d": 7382631705275,
      "days_present_30d": 30,
      "log_tokens": 12.868211203468332,
      "log_completion_price": -5.384576047114056
    },
    {
      "model_permaslug": "minimax/minimax-m3.1-flash-20261019",
      "display_name": "MiniMax-M3.1-Flash",
      "intelligence_index": 28.9,
      "coding_index": NaN,
      "agentic_index": NaN,
      "prompt_price_per_token": 1.35e-07,
      "completion_price_per_token": 5.4e-07,
      "total_tokens_30d": 6969395926790,
      "days_present_30d": 10,
      "log_tokens": 12.843195137204056,
      "log_completion_price": -6.267606240177032
    },
    {
      "model_permaslug": "xiaomi/mimo-v2.6-pro-20260921",
      "display_name": "MiMo-V2.6-Pro",
      "intelligence_index": 29.9,
      "coding_index": NaN,
      "agentic_index": NaN,
      "prompt_price_per_token": 5.22e-07,
      "completion_price_per_token": 1.044e-06,
      "total_tokens_30d": 6170636402450,
      "days_present_30d": 30,
      "log_tokens": 12.790329956872693,
      "log_completion_price": -5.981299501333757
    },
    {
      "model_permaslug": "minimax/minimax-m3-20260531",
      "display_name": "MiniMax-M3",
      "intelligence_index": 18.7,
      "coding_index": 58.6,
      "agentic_index": 29.5,
      "prompt_price_per_token": 2.24e-07,
      "completion_price_per_token": 8.8e-07,
      "total_tokens_30d": 4939427451303,
      "days_present_30d": 29,
      "log_tokens": 12.69367661103894,
      "log_completion_price": -6.055517327849832
    },
    {
      "model_permaslug": "deepseek/deepseek-v4-pro-20260813",
      "display_name": "DeepSeek V4 Pro 0813 (Max)",
      "intelligence_index": 23.1,
      "coding_index": 68.8,
      "agentic_index": 41.3,
      "prompt_price_per_token": 1.15e-07,
      "completion_price_per_token": 4e-06,
      "total_tokens_30d": 4113136072707,
      "days_present_30d": 30,
      "log_tokens": 12.614173077281668,
      "log_completion_price": -5.3979400086720375
    },
    {
      "model_permaslug": "moonshotai/kimi-k3.1-pro-20261023",
      "display_name": "Kimi K3.1 Pro",
      "intelligence_index": 46.0,
      "coding_index": NaN,
      "agentic_index": NaN,
      "prompt_price_per_token": 4e-06,
      "completion_price_per_token": 2e-05,
      "total_tokens_30d": 2916006511194,
      "days_present_30d": 10,
      "log_tokens": 12.464788489389582,
      "log_completion_price": -4.698970004336019
    },
    {
      "model_permaslug": "google/gemini-4-argon-20261013",
      "display_name": "Gemini 4 Argon (High)",
      "intelligence_index": 50.4,
      "coding_index": NaN,
      "agentic_index": NaN,
      "prompt_price_per_token": 2.2e-06,
      "completion_price_per_token": 1.1e-05,
      "total_tokens_30d": 2819259309815,
      "days_present_30d": 19,
      "log_tokens": 12.450135023243885,
      "log_completion_price": -4.958607314841775
    },
    {
      "model_permaslug": "upstage/solar-pro4-20260810",
      "display_name": "Solar Pro 4",
      "intelligence_index": 28.2,
      "coding_index": 52.7,
      "agentic_index": NaN,
      "prompt_price_per_token": 1.5e-07,
      "completion_price_per_token": 6e-07,
      "total_tokens_30d": 2460280381597,
      "days_present_30d": 26,
      "log_tokens": 12.39098460354305,
      "log_completion_price": -6.221848749616356
    },
    {
      "model_permaslug": "qwen/qwen3.8-27b-20260814",
      "display_name": "Qwen3.8 27B (Xhigh)",
      "intelligence_index": 20.1,
      "coding_index": 68.1,
      "agentic_index": 45.8,
      "prompt_price_per_token": 5e-07,
      "completion_price_per_token": 3e-06,
      "total_tokens_30d": 1991569276217,
      "days_present_30d": 27,
      "log_tokens": 12.299195417828194,
      "log_completion_price": -5.522878745280337
    },
    {
      "model_permaslug": "openai/gpt-6-astra-20260903",
      "display_name": "GPT-6 Astra (Max)",
      "intelligence_index": 56.9,
      "coding_index": 76.9,
      "agentic_index": 51.0,
      "prompt_price_per_token": 1e-05,
      "completion_price_per_token": 5e-05,
      "total_tokens_30d": 1808081798211,
      "days_present_30d": 24,
      "log_tokens": 12.257218074207975,
      "log_completion_price": -4.301029995663981
    },
    {
      "model_permaslug": "x-ai/grok-4.7-20260916",
      "display_name": "Grok 4.7 (High)",
      "intelligence_index": 35.0,
      "coding_index": NaN,
      "agentic_index": NaN,
      "prompt_price_per_token": 2.2e-06,
      "completion_price_per_token": 6.6e-06,
      "total_tokens_30d": 1225055142904,
      "days_present_30d": 13,
      "log_tokens": 12.088155637859677,
      "log_completion_price": -5.180456064458132
    },
    {
      "model_permaslug": "openai/gpt-6.1-terra-20261026",
      "display_name": "GPT-6.1 Terra (Max)",
      "intelligence_index": 51.0,
      "coding_index": NaN,
      "agentic_index": NaN,
      "prompt_price_per_token": 1.2e-06,
      "completion_price_per_token": 6e-06,
      "total_tokens_30d": 638085956997,
      "days_present_30d": 6,
      "log_tokens": 11.804879186769668,
      "log_completion_price": -5.221848749616356
    },
    {
      "model_permaslug": "meta/muse-spark-1.3-20260902",
      "display_name": "Muse Spark 1.3 (Max)",
      "intelligence_index": 36.4,
      "coding_index": 75.8,
      "agentic_index": 55.5,
      "prompt_price_per_token": 1.25e-06,
      "completion_price_per_token": 4.25e-06,
      "total_tokens_30d": 478246725719,
      "days_present_30d": 5,
      "log_tokens": 11.679652005344314,
      "log_completion_price": -5.371611069949688
    },
    {
      "model_permaslug": "anthropic/claude-fable-5.1-20260831",
      "display_name": "Claude Fable 5.1 (Xhigh, Default Fallback)",
      "intelligence_index": 49.7,
      "coding_index": 80.7,
      "agentic_index": 57.2,
      "prompt_price_per_token": 5e-06,
      "completion_price_per_token": 2.5e-05,
      "total_tokens_30d": 328597815048,
      "days_present_30d": 5,
      "log_tokens": 11.51666467134569,
      "log_completion_price": -4.6020599913279625
    },
    {
      "model_permaslug": "qwen/qwen3.8-max-20260902",
      "display_name": "Qwen3.8 Max (0902)",
      "intelligence_index": 33.6,
      "coding_index": 76.2,
      "agentic_index": 56.0,
      "prompt_price_per_token": 2e-06,
      "completion_price_per_token": 6e-06,
      "total_tokens_30d": 172633477965,
      "days_present_30d": 3,
      "log_tokens": 11.237125020148637,
      "log_completion_price": -5.221848749616356
    },
    {
      "model_permaslug": "mistralai/mistral-large-4-0-20261006",
      "display_name": "Mistral Large 4 (High)",
      "intelligence_index": 26.0,
      "coding_index": NaN,
      "agentic_index": NaN,
      "prompt_price_per_token": 7.7e-07,
      "completion_price_per_token": 2.31e-06,
      "total_tokens_30d": 136356367697,
      "days_present_30d": 2,
      "log_tokens": 11.134675423840513,
      "log_completion_price": -5.636388020107856
    }
  ]
}