{
  "name": "GENZ TECH AI Coding Leaderboard",
  "description": "The best AI models for coding, ranked by verified SWE-bench Verified & Pro scores plus pricing.",
  "url": "https://genztech.blog/ai-coding-leaderboard/",
  "updated": "2026-07-04",
  "metric": "SWE-bench Verified",
  "license": "https://genztech.blog/terms.html",
  "attribution": "Data by GENZ TECH (https://genztech.blog/ai-coding-leaderboard/). Free to cite with attribution + a link.",
  "methodology": "We rank by SWE-bench Verified (real, human-validated GitHub issues resolved end-to-end), tiebroken by the harder SWE-bench Pro. A score is only printed once confirmed against the maker's primary source, an independent evaluation (vals.ai, llm-stats), or the official leaderboard — and each row says which kind it is. Where independent and vendor numbers differ we prefer the independent one. Models still being checked are marked “verifying” and shown without a number rather than estimated. Prices are per 1M input tokens on the standard API tier and can change — always confirm current pricing with the provider.",
  "models": [
    {
      "rank": 1,
      "name": "Claude Fable 5",
      "maker": "Anthropic",
      "open": false,
      "sweBenchVerified": "95.0%",
      "sweBenchPro": "80.3%",
      "terminalBench": null,
      "inputPricePer1M": "$10",
      "context": "1M",
      "verified": true,
      "sameAs": [
        "https://www.anthropic.com/claude"
      ]
    },
    {
      "rank": 2,
      "name": "Claude Opus 4.8",
      "maker": "Anthropic",
      "open": false,
      "sweBenchVerified": "~86%",
      "sweBenchPro": "69.2%",
      "terminalBench": "~82.7% (TB2.1)",
      "inputPricePer1M": "$5",
      "context": "1M",
      "verified": true,
      "sameAs": [
        "https://www.anthropic.com/claude"
      ]
    },
    {
      "rank": 3,
      "name": "Claude Sonnet 5",
      "maker": "Anthropic",
      "open": false,
      "sweBenchVerified": "85.2%",
      "sweBenchPro": "63.2%",
      "terminalBench": "80.4% (TB2.1)",
      "inputPricePer1M": "$2",
      "context": "1M",
      "verified": true,
      "sameAs": [
        "https://www.anthropic.com/claude"
      ]
    },
    {
      "rank": 4,
      "name": "GPT-5.5",
      "maker": "OpenAI",
      "open": false,
      "sweBenchVerified": "82.6%",
      "sweBenchPro": "58.6%",
      "terminalBench": "82.7% (TB2.0)",
      "inputPricePer1M": "$5",
      "context": null,
      "verified": true,
      "sameAs": [
        "https://openai.com/"
      ]
    },
    {
      "rank": 5,
      "name": "DeepSeek V4 Pro",
      "maker": "DeepSeek",
      "open": true,
      "sweBenchVerified": "80.6%",
      "sweBenchPro": "55.4%",
      "terminalBench": "67.9% (TB2.0)",
      "inputPricePer1M": "$0.435",
      "context": "1M",
      "verified": true,
      "sameAs": [
        "https://www.deepseek.com/",
        "https://huggingface.co/deepseek-ai"
      ]
    },
    {
      "rank": 6,
      "name": "Gemini 3.1 Pro",
      "maker": "Google DeepMind",
      "open": false,
      "sweBenchVerified": "80.6%",
      "sweBenchPro": "54.2%",
      "terminalBench": null,
      "inputPricePer1M": "$2",
      "context": null,
      "verified": true,
      "sameAs": [
        "https://deepmind.google/models/gemini/"
      ]
    },
    {
      "rank": 7,
      "name": "MiniMax M3",
      "maker": "MiniMax",
      "open": true,
      "sweBenchVerified": "80.5%",
      "sweBenchPro": "59.0%",
      "terminalBench": "66.0 (TB2.1)",
      "inputPricePer1M": "$0.60",
      "context": "1M",
      "verified": true,
      "sameAs": [
        "https://www.minimax.io/"
      ]
    },
    {
      "rank": 8,
      "name": "Qwen3.7 Max",
      "maker": "Alibaba",
      "open": false,
      "sweBenchVerified": "80.4%",
      "sweBenchPro": "60.6%",
      "terminalBench": "69.7 (TB2.0)",
      "inputPricePer1M": "$1.25",
      "context": "1M",
      "verified": true,
      "sameAs": [
        "https://qwenlm.github.io/"
      ]
    },
    {
      "rank": 9,
      "name": "Kimi K2.6",
      "maker": "Moonshot AI",
      "open": true,
      "sweBenchVerified": "80.2%",
      "sweBenchPro": "58.6%",
      "terminalBench": null,
      "inputPricePer1M": "$0.95",
      "context": null,
      "verified": true,
      "sameAs": [
        "https://huggingface.co/moonshotai"
      ]
    },
    {
      "rank": 10,
      "name": "Gemini 3.5 Flash",
      "maker": "Google DeepMind",
      "open": false,
      "sweBenchVerified": "78.8%",
      "sweBenchPro": null,
      "terminalBench": null,
      "inputPricePer1M": "$1.50",
      "context": null,
      "verified": true,
      "sameAs": [
        "https://deepmind.google/models/gemini/"
      ]
    },
    {
      "rank": null,
      "name": "LongCat-2.0",
      "maker": "Meituan",
      "open": true,
      "sweBenchVerified": null,
      "sweBenchPro": "59.5%",
      "terminalBench": "70.8%",
      "inputPricePer1M": "$0.30",
      "context": "1M",
      "verified": false,
      "sameAs": []
    },
    {
      "rank": null,
      "name": "GPT-5.6 Sol",
      "maker": "OpenAI",
      "open": false,
      "sweBenchVerified": null,
      "sweBenchPro": null,
      "terminalBench": "88.8%",
      "inputPricePer1M": null,
      "context": null,
      "verified": false,
      "sameAs": []
    }
  ]
}