{
  "$comment": "Scores compiled from provider technical reports, public papers, and Chatbot Arena (lmarena.ai) leaderboard snapshots. Null values mean 'not publicly reported / not measured'. This is a living dataset — submit corrections via the issue tracker.",
  "lastUpdated": "2026-05-09",
  "models": [
    {
      "id": "gpt-5",
      "name": "GPT-5",
      "provider": "OpenAI",
      "providerSlug": "openai",
      "released": "2025-08",
      "contextWindow": 400000,
      "outputTokens": 128000,
      "modality": ["text", "image", "audio"],
      "type": "frontier",
      "isOpen": false,
      "pricing": { "input": 1.25, "output": 10.00, "currency": "USD" },
      "description": "OpenAI's flagship reasoning + chat unified model; default ChatGPT model since Aug 2025.",
      "scores": { "arena_elo": 1410, "mmlu_pro": 86.8, "gpqa": 87.3, "math": 96.7, "humaneval": 95.1, "swe_bench": 74.9 },
      "tryUrl": "https://platform.openai.com/playground?model=gpt-5",
      "providerUrl": "https://openai.com/api"
    },
    {
      "id": "gpt-5-mini",
      "name": "GPT-5 mini",
      "provider": "OpenAI",
      "providerSlug": "openai",
      "released": "2025-08",
      "contextWindow": 400000,
      "outputTokens": 128000,
      "modality": ["text", "image"],
      "type": "fast",
      "isOpen": false,
      "pricing": { "input": 0.25, "output": 2.00, "currency": "USD" },
      "description": "Smaller, cheaper GPT-5 variant tuned for high-throughput production workloads.",
      "scores": { "arena_elo": 1370, "mmlu_pro": 80.1, "gpqa": 75.0, "math": 91.0, "humaneval": 90.5, "swe_bench": 60.5 },
      "tryUrl": "https://platform.openai.com/playground?model=gpt-5-mini",
      "providerUrl": "https://openai.com/api"
    },
    {
      "id": "gpt-4o",
      "name": "GPT-4o",
      "provider": "OpenAI",
      "providerSlug": "openai",
      "released": "2024-05",
      "contextWindow": 128000,
      "outputTokens": 16384,
      "modality": ["text", "image", "audio"],
      "type": "general",
      "isOpen": false,
      "pricing": { "input": 2.50, "output": 10.00, "currency": "USD" },
      "description": "OpenAI's omnimodal model — strong general-purpose chat with vision and audio.",
      "scores": { "arena_elo": 1380, "mmlu_pro": 74.7, "gpqa": 53.6, "math": 76.6, "humaneval": 90.2, "swe_bench": 38.8 },
      "tryUrl": "https://platform.openai.com/playground?model=gpt-4o",
      "providerUrl": "https://openai.com/api"
    },
    {
      "id": "gpt-4-1",
      "name": "GPT-4.1",
      "provider": "OpenAI",
      "providerSlug": "openai",
      "released": "2025-04",
      "contextWindow": 1000000,
      "outputTokens": 32768,
      "modality": ["text", "image"],
      "type": "general",
      "isOpen": false,
      "pricing": { "input": 2.00, "output": 8.00, "currency": "USD" },
      "description": "1M-token context model optimized for coding and long-document tasks.",
      "scores": { "arena_elo": 1380, "mmlu_pro": 80.1, "gpqa": 66.3, "math": 87.0, "humaneval": 92.0, "swe_bench": 54.6 },
      "tryUrl": "https://platform.openai.com/playground?model=gpt-4.1",
      "providerUrl": "https://openai.com/api"
    },
    {
      "id": "o3",
      "name": "o3",
      "provider": "OpenAI",
      "providerSlug": "openai",
      "released": "2025-04",
      "contextWindow": 200000,
      "outputTokens": 100000,
      "modality": ["text", "image"],
      "type": "frontier",
      "isOpen": false,
      "pricing": { "input": 2.00, "output": 8.00, "currency": "USD" },
      "description": "OpenAI's reasoning model (chain-of-thought); strongest on math, science, agentic coding.",
      "scores": { "arena_elo": 1380, "mmlu_pro": 85.7, "gpqa": 87.7, "math": 96.7, "humaneval": 92.7, "swe_bench": 71.7 },
      "tryUrl": "https://platform.openai.com/playground?model=o3",
      "providerUrl": "https://openai.com/api"
    },
    {
      "id": "o3-mini",
      "name": "o3-mini",
      "provider": "OpenAI",
      "providerSlug": "openai",
      "released": "2025-01",
      "contextWindow": 200000,
      "outputTokens": 100000,
      "modality": ["text"],
      "type": "fast",
      "isOpen": false,
      "pricing": { "input": 1.10, "output": 4.40, "currency": "USD" },
      "description": "Compact reasoning model — fast and cheap with strong STEM capability.",
      "scores": { "arena_elo": 1325, "mmlu_pro": 79.5, "gpqa": 75.0, "math": 92.0, "humaneval": 88.0, "swe_bench": 49.3 },
      "tryUrl": "https://platform.openai.com/playground?model=o3-mini",
      "providerUrl": "https://openai.com/api"
    },
    {
      "id": "o1",
      "name": "o1",
      "provider": "OpenAI",
      "providerSlug": "openai",
      "released": "2024-12",
      "contextWindow": 200000,
      "outputTokens": 100000,
      "modality": ["text", "image"],
      "type": "frontier",
      "isOpen": false,
      "pricing": { "input": 15.00, "output": 60.00, "currency": "USD" },
      "description": "First-generation OpenAI reasoning model (predecessor to o3).",
      "scores": { "arena_elo": 1355, "mmlu_pro": 83.5, "gpqa": 78.0, "math": 94.8, "humaneval": 89.5, "swe_bench": 48.9 },
      "tryUrl": "https://platform.openai.com/playground?model=o1",
      "providerUrl": "https://openai.com/api"
    },
    {
      "id": "gpt-4o-mini",
      "name": "GPT-4o mini",
      "provider": "OpenAI",
      "providerSlug": "openai",
      "released": "2024-07",
      "contextWindow": 128000,
      "outputTokens": 16384,
      "modality": ["text", "image"],
      "type": "fast",
      "isOpen": false,
      "pricing": { "input": 0.15, "output": 0.60, "currency": "USD" },
      "description": "Compact GPT-4 family model for cost-sensitive production workloads.",
      "scores": { "arena_elo": 1273, "mmlu_pro": 64.9, "gpqa": 40.2, "math": 70.2, "humaneval": 87.2, "swe_bench": null },
      "tryUrl": "https://platform.openai.com/playground?model=gpt-4o-mini",
      "providerUrl": "https://openai.com/api"
    },
    {
      "id": "claude-opus-4-1",
      "name": "Claude Opus 4.1",
      "provider": "Anthropic",
      "providerSlug": "anthropic",
      "released": "2025-08",
      "contextWindow": 200000,
      "outputTokens": 32000,
      "modality": ["text", "image"],
      "type": "frontier",
      "isOpen": false,
      "pricing": { "input": 15.00, "output": 75.00, "currency": "USD" },
      "description": "Anthropic's top model — class-leading on agentic coding and long-horizon reasoning.",
      "scores": { "arena_elo": 1390, "mmlu_pro": 87.0, "gpqa": 79.6, "math": 95.0, "humaneval": 95.4, "swe_bench": 74.5 },
      "tryUrl": "https://console.anthropic.com/workbench?model=claude-opus-4-1",
      "providerUrl": "https://www.anthropic.com/api"
    },
    {
      "id": "claude-sonnet-4",
      "name": "Claude Sonnet 4",
      "provider": "Anthropic",
      "providerSlug": "anthropic",
      "released": "2025-05",
      "contextWindow": 200000,
      "outputTokens": 64000,
      "modality": ["text", "image"],
      "type": "general",
      "isOpen": false,
      "pricing": { "input": 3.00, "output": 15.00, "currency": "USD" },
      "description": "Balanced cost/quality Claude — default workhorse for most production traffic.",
      "scores": { "arena_elo": 1370, "mmlu_pro": 84.0, "gpqa": 75.4, "math": 93.0, "humaneval": 93.7, "swe_bench": 72.7 },
      "tryUrl": "https://console.anthropic.com/workbench?model=claude-sonnet-4",
      "providerUrl": "https://www.anthropic.com/api"
    },
    {
      "id": "claude-3-7-sonnet",
      "name": "Claude 3.7 Sonnet",
      "provider": "Anthropic",
      "providerSlug": "anthropic",
      "released": "2025-02",
      "contextWindow": 200000,
      "outputTokens": 64000,
      "modality": ["text", "image"],
      "type": "general",
      "isOpen": false,
      "pricing": { "input": 3.00, "output": 15.00, "currency": "USD" },
      "description": "Hybrid reasoning Sonnet — toggleable extended thinking for hard problems.",
      "scores": { "arena_elo": 1340, "mmlu_pro": 83.5, "gpqa": 71.8, "math": 89.0, "humaneval": 92.0, "swe_bench": 62.3 },
      "tryUrl": "https://console.anthropic.com/workbench?model=claude-3-7-sonnet",
      "providerUrl": "https://www.anthropic.com/api"
    },
    {
      "id": "claude-3-5-sonnet",
      "name": "Claude 3.5 Sonnet",
      "provider": "Anthropic",
      "providerSlug": "anthropic",
      "released": "2024-10",
      "contextWindow": 200000,
      "outputTokens": 8192,
      "modality": ["text", "image"],
      "type": "general",
      "isOpen": false,
      "pricing": { "input": 3.00, "output": 15.00, "currency": "USD" },
      "description": "Long-time community favourite for coding and writing.",
      "scores": { "arena_elo": 1320, "mmlu_pro": 78.0, "gpqa": 65.0, "math": 78.3, "humaneval": 92.0, "swe_bench": 49.0 },
      "tryUrl": "https://console.anthropic.com/workbench?model=claude-3-5-sonnet",
      "providerUrl": "https://www.anthropic.com/api"
    },
    {
      "id": "claude-3-5-haiku",
      "name": "Claude 3.5 Haiku",
      "provider": "Anthropic",
      "providerSlug": "anthropic",
      "released": "2024-11",
      "contextWindow": 200000,
      "outputTokens": 8192,
      "modality": ["text"],
      "type": "fast",
      "isOpen": false,
      "pricing": { "input": 0.80, "output": 4.00, "currency": "USD" },
      "description": "Compact, low-latency Claude for high-volume tasks.",
      "scores": { "arena_elo": 1240, "mmlu_pro": 65.0, "gpqa": 41.6, "math": 69.4, "humaneval": 88.1, "swe_bench": 40.6 },
      "tryUrl": "https://console.anthropic.com/workbench?model=claude-3-5-haiku",
      "providerUrl": "https://www.anthropic.com/api"
    },
    {
      "id": "gemini-2-5-pro",
      "name": "Gemini 2.5 Pro",
      "provider": "Google",
      "providerSlug": "google",
      "released": "2025-03",
      "contextWindow": 2000000,
      "outputTokens": 65536,
      "modality": ["text", "image", "audio", "video"],
      "type": "frontier",
      "isOpen": false,
      "pricing": { "input": 1.25, "output": 10.00, "currency": "USD" },
      "description": "Google's flagship — 2M-token context, native multimodal, strong reasoning.",
      "scores": { "arena_elo": 1380, "mmlu_pro": 86.0, "gpqa": 84.0, "math": 92.0, "humaneval": 92.0, "swe_bench": 63.8 },
      "tryUrl": "https://aistudio.google.com/prompts/new_chat?model=gemini-2.5-pro",
      "providerUrl": "https://ai.google.dev"
    },
    {
      "id": "gemini-2-5-flash",
      "name": "Gemini 2.5 Flash",
      "provider": "Google",
      "providerSlug": "google",
      "released": "2025-04",
      "contextWindow": 1000000,
      "outputTokens": 65536,
      "modality": ["text", "image", "audio", "video"],
      "type": "fast",
      "isOpen": false,
      "pricing": { "input": 0.30, "output": 2.50, "currency": "USD" },
      "description": "Fast, cheap multimodal Gemini — class-leading $/intelligence ratio.",
      "scores": { "arena_elo": 1340, "mmlu_pro": 79.0, "gpqa": 74.0, "math": 88.0, "humaneval": 88.0, "swe_bench": 53.3 },
      "tryUrl": "https://aistudio.google.com/prompts/new_chat?model=gemini-2.5-flash",
      "providerUrl": "https://ai.google.dev"
    },
    {
      "id": "gemini-2-0-flash",
      "name": "Gemini 2.0 Flash",
      "provider": "Google",
      "providerSlug": "google",
      "released": "2024-12",
      "contextWindow": 1000000,
      "outputTokens": 8192,
      "modality": ["text", "image", "audio", "video"],
      "type": "fast",
      "isOpen": false,
      "pricing": { "input": 0.10, "output": 0.40, "currency": "USD" },
      "description": "Cheapest production-grade multimodal model — great for high-volume pipelines.",
      "scores": { "arena_elo": 1310, "mmlu_pro": 76.4, "gpqa": 62.1, "math": 83.5, "humaneval": 89.0, "swe_bench": 35.0 },
      "tryUrl": "https://aistudio.google.com/prompts/new_chat?model=gemini-2.0-flash",
      "providerUrl": "https://ai.google.dev"
    },
    {
      "id": "gemini-1-5-pro",
      "name": "Gemini 1.5 Pro",
      "provider": "Google",
      "providerSlug": "google",
      "released": "2024-05",
      "contextWindow": 2000000,
      "outputTokens": 8192,
      "modality": ["text", "image", "audio", "video"],
      "type": "general",
      "isOpen": false,
      "pricing": { "input": 1.25, "output": 5.00, "currency": "USD" },
      "description": "Earlier-generation 2M-context Gemini still widely deployed.",
      "scores": { "arena_elo": 1300, "mmlu_pro": 75.8, "gpqa": 59.1, "math": 67.7, "humaneval": 84.1, "swe_bench": null },
      "tryUrl": "https://aistudio.google.com/prompts/new_chat?model=gemini-1.5-pro",
      "providerUrl": "https://ai.google.dev"
    },
    {
      "id": "llama-3-3-70b",
      "name": "Llama 3.3 70B Instruct",
      "provider": "Meta",
      "providerSlug": "meta",
      "released": "2024-12",
      "contextWindow": 128000,
      "outputTokens": 4096,
      "modality": ["text"],
      "type": "open",
      "isOpen": true,
      "license": "Llama 3.3 Community License",
      "pricing": { "input": 0.23, "output": 0.40, "currency": "USD" },
      "description": "Meta's 70B open-weights model — frontier-class for its size, runs on prosumer GPUs.",
      "scores": { "arena_elo": 1257, "mmlu_pro": 68.9, "gpqa": 50.5, "math": 77.0, "humaneval": 88.4, "swe_bench": null },
      "tryUrl": "https://openrouter.ai/meta-llama/llama-3.3-70b-instruct",
      "providerUrl": "https://llama.meta.com",
      "huggingfaceId": "meta-llama/Llama-3.3-70B-Instruct"
    },
    {
      "id": "llama-3-1-405b",
      "name": "Llama 3.1 405B Instruct",
      "provider": "Meta",
      "providerSlug": "meta",
      "released": "2024-07",
      "contextWindow": 128000,
      "outputTokens": 4096,
      "modality": ["text"],
      "type": "open",
      "isOpen": true,
      "license": "Llama 3.1 Community License",
      "pricing": { "input": 2.70, "output": 2.70, "currency": "USD" },
      "description": "The largest publicly-released Llama; flagship open-weights frontier model.",
      "scores": { "arena_elo": 1267, "mmlu_pro": 73.3, "gpqa": 51.1, "math": 73.8, "humaneval": 89.0, "swe_bench": null },
      "tryUrl": "https://openrouter.ai/meta-llama/llama-3.1-405b-instruct",
      "providerUrl": "https://llama.meta.com",
      "huggingfaceId": "meta-llama/Llama-3.1-405B-Instruct"
    },
    {
      "id": "llama-3-1-70b",
      "name": "Llama 3.1 70B Instruct",
      "provider": "Meta",
      "providerSlug": "meta",
      "released": "2024-07",
      "contextWindow": 128000,
      "outputTokens": 4096,
      "modality": ["text"],
      "type": "open",
      "isOpen": true,
      "license": "Llama 3.1 Community License",
      "pricing": { "input": 0.23, "output": 0.40, "currency": "USD" },
      "description": "Workhorse 70B open model widely used in production fine-tunes.",
      "scores": { "arena_elo": 1248, "mmlu_pro": 66.4, "gpqa": 46.7, "math": 68.0, "humaneval": 80.5, "swe_bench": null },
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      "providerUrl": "https://llama.meta.com",
      "huggingfaceId": "meta-llama/Llama-3.1-70B-Instruct"
    },
    {
      "id": "deepseek-v3",
      "name": "DeepSeek V3",
      "provider": "DeepSeek",
      "providerSlug": "deepseek",
      "released": "2024-12",
      "contextWindow": 128000,
      "outputTokens": 8192,
      "modality": ["text"],
      "type": "open",
      "isOpen": true,
      "license": "DeepSeek License",
      "pricing": { "input": 0.27, "output": 1.10, "currency": "USD" },
      "description": "671B MoE open model with strong frontier-tier performance at very low API cost.",
      "scores": { "arena_elo": 1320, "mmlu_pro": 75.9, "gpqa": 59.1, "math": 90.2, "humaneval": 91.0, "swe_bench": 42.0 },
      "tryUrl": "https://chat.deepseek.com",
      "providerUrl": "https://platform.deepseek.com",
      "huggingfaceId": "deepseek-ai/DeepSeek-V3"
    },
    {
      "id": "deepseek-r1",
      "name": "DeepSeek R1",
      "provider": "DeepSeek",
      "providerSlug": "deepseek",
      "released": "2025-01",
      "contextWindow": 128000,
      "outputTokens": 32768,
      "modality": ["text"],
      "type": "open",
      "isOpen": true,
      "license": "MIT",
      "pricing": { "input": 0.55, "output": 2.19, "currency": "USD" },
      "description": "Open-weights reasoning model rivalling closed frontier models at a fraction of the price.",
      "scores": { "arena_elo": 1357, "mmlu_pro": 84.0, "gpqa": 71.5, "math": 97.3, "humaneval": 92.0, "swe_bench": 49.2 },
      "tryUrl": "https://chat.deepseek.com",
      "providerUrl": "https://platform.deepseek.com",
      "huggingfaceId": "deepseek-ai/DeepSeek-R1"
    },
    {
      "id": "qwen-2-5-72b",
      "name": "Qwen2.5 72B Instruct",
      "provider": "Alibaba",
      "providerSlug": "alibaba",
      "released": "2024-09",
      "contextWindow": 131072,
      "outputTokens": 8192,
      "modality": ["text"],
      "type": "open",
      "isOpen": true,
      "license": "Qwen License",
      "pricing": { "input": 0.35, "output": 0.40, "currency": "USD" },
      "description": "Top-tier open Chinese-bilingual general model from Alibaba.",
      "scores": { "arena_elo": 1257, "mmlu_pro": 71.1, "gpqa": 49.0, "math": 83.1, "humaneval": 86.6, "swe_bench": null },
      "tryUrl": "https://openrouter.ai/qwen/qwen-2.5-72b-instruct",
      "providerUrl": "https://dashscope.console.aliyun.com",
      "huggingfaceId": "Qwen/Qwen2.5-72B-Instruct"
    },
    {
      "id": "qwen-2-5-coder-32b",
      "name": "Qwen2.5-Coder 32B",
      "provider": "Alibaba",
      "providerSlug": "alibaba",
      "released": "2024-11",
      "contextWindow": 131072,
      "outputTokens": 8192,
      "modality": ["text"],
      "type": "open",
      "isOpen": true,
      "license": "Apache-2.0",
      "pricing": { "input": 0.18, "output": 0.18, "currency": "USD" },
      "description": "Coder-tuned Qwen2.5 — among the strongest open coding models at <50B.",
      "scores": { "arena_elo": null, "mmlu_pro": 68.4, "gpqa": 40.0, "math": 83.1, "humaneval": 92.7, "swe_bench": null },
      "tryUrl": "https://openrouter.ai/qwen/qwen-2.5-coder-32b-instruct",
      "providerUrl": "https://dashscope.console.aliyun.com",
      "huggingfaceId": "Qwen/Qwen2.5-Coder-32B-Instruct"
    },
    {
      "id": "mistral-large-2",
      "name": "Mistral Large 2",
      "provider": "Mistral AI",
      "providerSlug": "mistral",
      "released": "2024-07",
      "contextWindow": 128000,
      "outputTokens": 8192,
      "modality": ["text"],
      "type": "general",
      "isOpen": false,
      "pricing": { "input": 2.00, "output": 6.00, "currency": "USD" },
      "description": "Mistral's flagship dense 123B model — strong multilingual + code.",
      "scores": { "arena_elo": 1251, "mmlu_pro": 69.4, "gpqa": 48.9, "math": 71.5, "humaneval": 92.0, "swe_bench": null },
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      "providerUrl": "https://console.mistral.ai"
    },
    {
      "id": "codestral",
      "name": "Codestral 25.01",
      "provider": "Mistral AI",
      "providerSlug": "mistral",
      "released": "2025-01",
      "contextWindow": 256000,
      "outputTokens": 8192,
      "modality": ["text"],
      "type": "general",
      "isOpen": false,
      "pricing": { "input": 0.30, "output": 0.90, "currency": "USD" },
      "description": "Mistral's coding specialist — top-tier FIM/autocomplete latency for IDE integration.",
      "scores": { "arena_elo": null, "mmlu_pro": null, "gpqa": null, "math": null, "humaneval": 86.6, "swe_bench": null },
      "tryUrl": "https://chat.mistral.ai",
      "providerUrl": "https://console.mistral.ai"
    },
    {
      "id": "grok-4",
      "name": "Grok 4",
      "provider": "xAI",
      "providerSlug": "xai",
      "released": "2025-07",
      "contextWindow": 256000,
      "outputTokens": 64000,
      "modality": ["text", "image"],
      "type": "frontier",
      "isOpen": false,
      "pricing": { "input": 3.00, "output": 15.00, "currency": "USD" },
      "description": "xAI's reasoning model — leading on Humanity's Last Exam at release.",
      "scores": { "arena_elo": 1378, "mmlu_pro": 86.6, "gpqa": 87.7, "math": 95.0, "humaneval": 93.0, "swe_bench": 72.0 },
      "tryUrl": "https://x.ai",
      "providerUrl": "https://x.ai/api"
    },
    {
      "id": "grok-3",
      "name": "Grok 3",
      "provider": "xAI",
      "providerSlug": "xai",
      "released": "2025-02",
      "contextWindow": 1000000,
      "outputTokens": 8192,
      "modality": ["text", "image"],
      "type": "general",
      "isOpen": false,
      "pricing": { "input": 3.00, "output": 15.00, "currency": "USD" },
      "description": "1M-context Grok — strong on math and reasoning.",
      "scores": { "arena_elo": 1402, "mmlu_pro": 79.9, "gpqa": 75.4, "math": 89.3, "humaneval": 86.5, "swe_bench": null },
      "tryUrl": "https://x.ai",
      "providerUrl": "https://x.ai/api"
    },
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