{
 "schema_version": "1",
 "generated_at": "2026-07-07T22:09:56.764204227Z",
 "methodology_url": "https://opengodmode.ai/methodology/",
 "weights": {
  "agentic": {
   "swe_bench_verified": 0.6,
   "swe_rebench": 0.4
  },
  "coding": {
   "aa_coding": 0.25,
   "aider_polyglot": 0.25,
   "arena_elo_code": 0.15,
   "swe_bench_verified": 0.35
  },
  "overall": {
   "aa_intelligence": 0.5,
   "arena_elo": 0.3,
   "bench_composite": 0.2
  }
 },
 "lists": {
  "agentic": [
   {
    "id": "glm-5.2",
    "score": 100,
    "inputs": {
     "swe_rebench": 100
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "kimi-k2-0905",
    "score": 100,
    "inputs": {
     "swe_bench_verified": 100
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "qwen3-coder-480b-a35b",
    "score": 92.9,
    "inputs": {
     "swe_bench_verified": 92.9
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "glm-4.6",
    "score": 85.7,
    "inputs": {
     "swe_bench_verified": 85.7
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "kimi-k2-instruct",
    "score": 78.6,
    "inputs": {
     "swe_bench_verified": 78.6
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "glm-5.1",
    "score": 75,
    "inputs": {
     "swe_rebench": 75
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "glm-4.5",
    "score": 71.4,
    "inputs": {
     "swe_bench_verified": 71.4
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "kimi-k2-thinking",
    "score": 64.3,
    "inputs": {
     "swe_bench_verified": 64.3
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "minimax-m2",
    "score": 57.1,
    "inputs": {
     "swe_bench_verified": 57.1
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "glm-4.7",
    "score": 50,
    "inputs": {
     "swe_rebench": 50
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "qwen3-coder-30b-a3b",
    "score": 50,
    "inputs": {
     "swe_bench_verified": 50
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "deepseek-v3.2",
    "score": 42.9,
    "inputs": {
     "swe_bench_verified": 42.9
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "devstral-small-2512",
    "score": 35.7,
    "inputs": {
     "swe_bench_verified": 35.7
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "devstral-2-2512",
    "score": 28.6,
    "inputs": {
     "swe_bench_verified": 28.6
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "qwen3.6-27b",
    "score": 25,
    "inputs": {
     "swe_rebench": 25
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "qwen2.5-coder-32b",
    "score": 21.4,
    "inputs": {
     "swe_bench_verified": 21.4
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "deepseek-v3",
    "score": 14.3,
    "inputs": {
     "swe_bench_verified": 14.3
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "devstral-small-2507",
    "score": 7.1,
    "inputs": {
     "swe_bench_verified": 7.1
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "gpt-oss-120b",
    "score": 0,
    "inputs": {
     "swe_bench_verified": 0
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "qwen3.6-35b-a3b",
    "score": 0,
    "inputs": {
     "swe_rebench": 0
    },
    "confidence": "low",
    "provisional": true
   }
  ],
  "coding": [
   {
    "id": "glm-5.2",
    "rank": 1,
    "score": 100,
    "inputs": {
     "aa_coding": 100,
     "arena_elo_code": 100
    },
    "confidence": "medium"
   },
   {
    "id": "kimi-k2-instruct",
    "rank": 2,
    "score": 76.1,
    "inputs": {
     "aider_polyglot": 72.7,
     "swe_bench_verified": 78.6
    },
    "confidence": "medium"
   },
   {
    "id": "glm-4.6",
    "rank": 3,
    "score": 75.9,
    "inputs": {
     "aa_coding": 62.1,
     "swe_bench_verified": 85.7
    },
    "confidence": "medium"
   },
   {
    "id": "kimi-k2.6",
    "rank": 4,
    "score": 72.8,
    "inputs": {
     "aa_coding": 96.6,
     "arena_elo_code": 33.3
    },
    "confidence": "medium"
   },
   {
    "id": "glm-5.1",
    "rank": 5,
    "score": 72.4,
    "inputs": {
     "aa_coding": 75.9,
     "arena_elo_code": 66.7
    },
    "confidence": "medium"
   },
   {
    "id": "deepseek-v3.2",
    "rank": 6,
    "score": 62.3,
    "inputs": {
     "aa_coding": 51.7,
     "aider_polyglot": 100,
     "swe_bench_verified": 42.9
    },
    "confidence": "high"
   },
   {
    "id": "minimax-m3",
    "rank": 7,
    "score": 51.7,
    "inputs": {
     "aa_coding": 82.8,
     "arena_elo_code": 0
    },
    "confidence": "medium"
   },
   {
    "id": "deepseek-v3",
    "rank": 8,
    "score": 29,
    "inputs": {
     "aa_coding": 24.1,
     "aider_polyglot": 54.5,
     "swe_bench_verified": 14.3
    },
    "confidence": "high"
   },
   {
    "id": "gpt-oss-120b",
    "rank": 9,
    "score": 22.5,
    "inputs": {
     "aa_coding": 31,
     "aider_polyglot": 45.5,
     "swe_bench_verified": 0
    },
    "confidence": "high"
   },
   {
    "id": "qwen2.5-coder-32b",
    "rank": 10,
    "score": 20.1,
    "inputs": {
     "aider_polyglot": 18.2,
     "swe_bench_verified": 21.4
    },
    "confidence": "medium"
   },
   {
    "id": "llama-4-maverick",
    "rank": 11,
    "score": 13.2,
    "inputs": {
     "aa_coding": 17.2,
     "aider_polyglot": 9.1
    },
    "confidence": "medium"
   },
   {
    "id": "gemma-3-27b-it",
    "rank": 12,
    "score": 3.4,
    "inputs": {
     "aa_coding": 6.9,
     "aider_polyglot": 0
    },
    "confidence": "medium"
   },
   {
    "id": "kimi-k2-0905",
    "score": 100,
    "inputs": {
     "swe_bench_verified": 100
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "kimi-k2.7-code",
    "score": 93.1,
    "inputs": {
     "aa_coding": 93.1
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "qwen3-coder-480b-a35b",
    "score": 92.9,
    "inputs": {
     "swe_bench_verified": 92.9
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "deepseek-r1-0528",
    "score": 90.9,
    "inputs": {
     "aider_polyglot": 90.9
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "mimo-v2.5-pro",
    "score": 89.7,
    "inputs": {
     "aa_coding": 89.7
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "deepseek-v4-pro",
    "score": 86.2,
    "inputs": {
     "aa_coding": 86.2
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "qwen3-235b-a22b",
    "score": 81.8,
    "inputs": {
     "aider_polyglot": 81.8
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "deepseek-v4-flash",
    "score": 79.3,
    "inputs": {
     "aa_coding": 79.3
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "qwen3.6-27b",
    "score": 72.4,
    "inputs": {
     "aa_coding": 72.4
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "glm-4.5",
    "score": 71.4,
    "inputs": {
     "swe_bench_verified": 71.4
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "minimax-m2.7",
    "score": 69,
    "inputs": {
     "aa_coding": 69
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "qwen3.5-397b-a17b",
    "score": 65.5,
    "inputs": {
     "aa_coding": 65.5
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "kimi-k2-thinking",
    "score": 64.3,
    "inputs": {
     "swe_bench_verified": 64.3
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "deepseek-r1",
    "score": 63.6,
    "inputs": {
     "aider_polyglot": 63.6
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "qwen3.5-122b-a10b",
    "score": 58.6,
    "inputs": {
     "aa_coding": 58.6
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "minimax-m2",
    "score": 57.1,
    "inputs": {
     "swe_bench_verified": 57.1
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "glm-4.7",
    "score": 55.2,
    "inputs": {
     "aa_coding": 55.2
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "qwen3-coder-30b-a3b",
    "score": 50,
    "inputs": {
     "swe_bench_verified": 50
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "deepseek-v3.1-terminus",
    "score": 48.3,
    "inputs": {
     "aa_coding": 48.3
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "gemma-4-31b-it",
    "score": 44.8,
    "inputs": {
     "aa_coding": 44.8
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "qwen3.6-35b-a3b",
    "score": 41.4,
    "inputs": {
     "aa_coding": 41.4
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "gemma-4-26b-a4b-it",
    "score": 37.9,
    "inputs": {
     "aa_coding": 37.9
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "qwen3-32b",
    "score": 36.4,
    "inputs": {
     "aider_polyglot": 36.4
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "devstral-small-2512",
    "score": 35.7,
    "inputs": {
     "swe_bench_verified": 35.7
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "qwen3-coder-next",
    "score": 34.5,
    "inputs": {
     "aa_coding": 34.5
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "devstral-2-2512",
    "score": 28.6,
    "inputs": {
     "swe_bench_verified": 28.6
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "qwen3.5-9b",
    "score": 27.6,
    "inputs": {
     "aa_coding": 27.6
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "qwq-32b",
    "score": 27.3,
    "inputs": {
     "aider_polyglot": 27.3
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "gpt-oss-20b",
    "score": 20.7,
    "inputs": {
     "aa_coding": 20.7
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "mistral-small-3.2-24b",
    "score": 13.8,
    "inputs": {
     "aa_coding": 13.8
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "llama-3.3-70b-instruct",
    "score": 10.3,
    "inputs": {
     "aa_coding": 10.3
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "devstral-small-2507",
    "score": 7.1,
    "inputs": {
     "swe_bench_verified": 7.1
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "llama-4-scout",
    "score": 3.4,
    "inputs": {
     "aa_coding": 3.4
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "gemma-3-12b-it",
    "score": 0,
    "inputs": {
     "aa_coding": 0
    },
    "confidence": "low",
    "provisional": true
   }
  ],
  "overall": [
   {
    "id": "glm-5.2",
    "rank": 1,
    "score": 56.1,
    "inputs": {
     "aa_intelligence": 51.1,
     "arena_elo": 50,
     "bench_composite": 77.8
    },
    "confidence": "high"
   },
   {
    "id": "kimi-k2.6",
    "rank": 2,
    "score": 54.5,
    "inputs": {
     "aa_intelligence": 44.2,
     "bench_composite": 80.3
    },
    "confidence": "medium"
   },
   {
    "id": "deepseek-v4-pro",
    "rank": 3,
    "score": 52.7,
    "inputs": {
     "aa_intelligence": 44.3,
     "bench_composite": 73.8
    },
    "confidence": "medium"
   },
   {
    "id": "glm-5.1",
    "rank": 4,
    "score": 52,
    "inputs": {
     "aa_intelligence": 40.2,
     "arena_elo": 50.8,
     "bench_composite": 83.5
    },
    "confidence": "high"
   },
   {
    "id": "mimo-v2.5-pro",
    "rank": 5,
    "score": 49.1,
    "inputs": {
     "aa_intelligence": 42.2,
     "arena_elo": 49.3,
     "bench_composite": 66.3
    },
    "confidence": "high"
   },
   {
    "id": "minimax-m3",
    "rank": 6,
    "score": 45.6,
    "inputs": {
     "aa_intelligence": 44.4,
     "bench_composite": 48.8
    },
    "confidence": "medium"
   },
   {
    "id": "qwen3.5-397b-a17b",
    "rank": 7,
    "score": 45.5,
    "inputs": {
     "aa_intelligence": 33.7,
     "bench_composite": 75
    },
    "confidence": "medium"
   },
   {
    "id": "kimi-k2.7-code",
    "rank": 8,
    "score": 44.2,
    "inputs": {
     "aa_intelligence": 41.9,
     "bench_composite": 50
    },
    "confidence": "medium"
   },
   {
    "id": "kimi-k2.5",
    "rank": 9,
    "score": 43.5,
    "inputs": {
     "aa_intelligence": 38.1,
     "bench_composite": 56.9
    },
    "confidence": "medium"
   },
   {
    "id": "deepseek-v3.2",
    "rank": 10,
    "score": 43.1,
    "inputs": {
     "aa_intelligence": 33.4,
     "bench_composite": 67.5
    },
    "confidence": "medium"
   },
   {
    "id": "glm-4.7",
    "rank": 11,
    "score": 41.9,
    "inputs": {
     "aa_intelligence": 33.7,
     "bench_composite": 62.6
    },
    "confidence": "medium"
   },
   {
    "id": "qwen3.5-27b",
    "rank": 12,
    "score": 41.2,
    "inputs": {
     "aa_intelligence": 33.8,
     "bench_composite": 59.8
    },
    "confidence": "medium"
   },
   {
    "id": "qwen3.5-122b-a10b",
    "rank": 13,
    "score": 41,
    "inputs": {
     "aa_intelligence": 32.3,
     "bench_composite": 62.7
    },
    "confidence": "medium"
   },
   {
    "id": "glm-4.6",
    "rank": 14,
    "score": 40.4,
    "inputs": {
     "aa_intelligence": 28.7,
     "bench_composite": 69.5
    },
    "confidence": "medium"
   },
   {
    "id": "qwen3.6-27b",
    "rank": 15,
    "score": 38.8,
    "inputs": {
     "aa_intelligence": 37.1,
     "bench_composite": 43.1
    },
    "confidence": "medium"
   },
   {
    "id": "deepseek-v4-flash",
    "rank": 16,
    "score": 36.9,
    "inputs": {
     "aa_intelligence": 40.3,
     "bench_composite": 28.6
    },
    "confidence": "medium"
   },
   {
    "id": "qwen3.6-35b-a3b",
    "rank": 17,
    "score": 36.7,
    "inputs": {
     "aa_intelligence": 31.6,
     "bench_composite": 49.4
    },
    "confidence": "medium"
   },
   {
    "id": "glm-4.5",
    "rank": 18,
    "score": 36.5,
    "inputs": {
     "aa_intelligence": 19.5,
     "bench_composite": 78.9
    },
    "confidence": "medium"
   },
   {
    "id": "qwen3.5-35b-a3b",
    "rank": 19,
    "score": 35.6,
    "inputs": {
     "aa_intelligence": 29.3,
     "bench_composite": 51.4
    },
    "confidence": "medium"
   },
   {
    "id": "minimax-m2.1",
    "rank": 20,
    "score": 34.9,
    "inputs": {
     "aa_intelligence": 31.4,
     "bench_composite": 43.7
    },
    "confidence": "medium"
   },
   {
    "id": "gemma-4-31b-it",
    "rank": 21,
    "score": 32.9,
    "inputs": {
     "aa_intelligence": 29.4,
     "bench_composite": 41.7
    },
    "confidence": "medium"
   },
   {
    "id": "qwen3-vl-235b-a22b-thinking",
    "rank": 22,
    "score": 32.5,
    "inputs": {
     "aa_intelligence": 20.6,
     "bench_composite": 62.2
    },
    "confidence": "medium"
   },
   {
    "id": "qwen3-vl-235b-a22b-instruct",
    "rank": 23,
    "score": 32.4,
    "inputs": {
     "aa_intelligence": 14.3,
     "bench_composite": 77.6
    },
    "confidence": "medium"
   },
   {
    "id": "glm-4.5-air",
    "rank": 24,
    "score": 28.7,
    "inputs": {
     "aa_intelligence": 16.5,
     "bench_composite": 59.1
    },
    "confidence": "medium"
   },
   {
    "id": "gpt-oss-120b",
    "rank": 25,
    "score": 28.7,
    "inputs": {
     "aa_intelligence": 23.8,
     "bench_composite": 41.1
    },
    "confidence": "medium"
   },
   {
    "id": "minimax-m2",
    "rank": 26,
    "score": 28.4,
    "inputs": {
     "aa_intelligence": 28.3,
     "bench_composite": 28.8
    },
    "confidence": "medium"
   },
   {
    "id": "kimi-k2-instruct",
    "rank": 27,
    "score": 28.2,
    "inputs": {
     "aa_intelligence": 19.4,
     "bench_composite": 50.2
    },
    "confidence": "medium"
   },
   {
    "id": "llama-4-maverick",
    "rank": 28,
    "score": 26.6,
    "inputs": {
     "aa_intelligence": 14.3,
     "bench_composite": 57.2
    },
    "confidence": "medium"
   },
   {
    "id": "qwen3-vl-32b-instruct",
    "rank": 29,
    "score": 24.8,
    "inputs": {
     "aa_intelligence": 11.1,
     "bench_composite": 59.2
    },
    "confidence": "medium"
   },
   {
    "id": "deepseek-v3.1",
    "rank": 30,
    "score": 21.9,
    "inputs": {
     "aa_intelligence": 21,
     "bench_composite": 24.2
    },
    "confidence": "medium"
   },
   {
    "id": "gemma-4-12b-it",
    "rank": 31,
    "score": 20.5,
    "inputs": {
     "aa_intelligence": 22,
     "bench_composite": 16.7
    },
    "confidence": "medium"
   },
   {
    "id": "minimax-m1",
    "rank": 32,
    "score": 20.4,
    "inputs": {
     "aa_intelligence": 14.4,
     "bench_composite": 35.3
    },
    "confidence": "medium"
   },
   {
    "id": "qwen3-vl-30b-a3b-thinking",
    "rank": 33,
    "score": 19.4,
    "inputs": {
     "aa_intelligence": 13.3,
     "bench_composite": 34.6
    },
    "confidence": "medium"
   },
   {
    "id": "qwen3.5-9b",
    "rank": 34,
    "score": 18.6,
    "inputs": {
     "aa_intelligence": 21.4,
     "bench_composite": 11.5
    },
    "confidence": "medium"
   },
   {
    "id": "qwen3-vl-30b-a3b-instruct",
    "rank": 35,
    "score": 18.2,
    "inputs": {
     "aa_intelligence": 10,
     "bench_composite": 38.7
    },
    "confidence": "medium"
   },
   {
    "id": "deepseek-v3",
    "rank": 36,
    "score": 17,
    "inputs": {
     "aa_intelligence": 15.4,
     "bench_composite": 21.1
    },
    "confidence": "medium"
   },
   {
    "id": "gemma-3-27b-it",
    "rank": 37,
    "score": 16.9,
    "inputs": {
     "aa_intelligence": 7.4,
     "bench_composite": 40.5
    },
    "confidence": "medium"
   },
   {
    "id": "qwq-32b",
    "rank": 38,
    "score": 16.1,
    "inputs": {
     "aa_intelligence": 13.4,
     "bench_composite": 23
    },
    "confidence": "medium"
   },
   {
    "id": "qwen3-vl-8b-thinking",
    "rank": 39,
    "score": 15.7,
    "inputs": {
     "aa_intelligence": 10.6,
     "bench_composite": 28.4
    },
    "confidence": "medium"
   },
   {
    "id": "qwen3-vl-8b-instruct",
    "rank": 40,
    "score": 14.3,
    "inputs": {
     "aa_intelligence": 8.4,
     "bench_composite": 29
    },
    "confidence": "medium"
   },
   {
    "id": "gemma-3-12b-it",
    "rank": 41,
    "score": 5.2,
    "inputs": {
     "aa_intelligence": 5.5,
     "bench_composite": 4.6
    },
    "confidence": "medium"
   },
   {
    "id": "qwen3-vl-4b-instruct",
    "rank": 42,
    "score": 4.8,
    "inputs": {
     "aa_intelligence": 4.1,
     "bench_composite": 6.4
    },
    "confidence": "medium"
   },
   {
    "id": "qwen3-235b-a22b",
    "score": 84.7,
    "inputs": {
     "bench_composite": 84.7
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "qwen3-next-80b-a3b-thinking",
    "score": 71.3,
    "inputs": {
     "bench_composite": 71.3
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "qwen2.5-vl-72b-instruct",
    "score": 49.6,
    "inputs": {
     "bench_composite": 49.6
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "deepseek-r1-0528",
    "score": 49.5,
    "inputs": {
     "bench_composite": 49.5
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "glm-5",
    "score": 39.5,
    "inputs": {
     "aa_intelligence": 39.5
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "minimax-m2.7",
    "score": 38.1,
    "inputs": {
     "aa_intelligence": 38.1
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "qwen3-32b",
    "score": 36,
    "inputs": {
     "bench_composite": 36
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "minimax-m2.5",
    "score": 33.7,
    "inputs": {
     "aa_intelligence": 33.7
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "llama-3.1-405b-instruct",
    "score": 33.3,
    "inputs": {
     "bench_composite": 33.3
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "kimi-k2-thinking",
    "score": 32.7,
    "inputs": {
     "aa_intelligence": 32.7
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "qwen3-30b-a3b",
    "score": 26.4,
    "inputs": {
     "bench_composite": 26.4
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "deepseek-v3.1-terminus",
    "score": 26.3,
    "inputs": {
     "aa_intelligence": 26.3
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "gemma-4-26b-a4b-it",
    "score": 25.7,
    "inputs": {
     "aa_intelligence": 25.7
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "kimi-k2-0905",
    "score": 23.5,
    "inputs": {
     "aa_intelligence": 23.5
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "glm-4.7-flash",
    "score": 22.9,
    "inputs": {
     "aa_intelligence": 22.9
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "qwen3-coder-next",
    "score": 21.1,
    "inputs": {
     "aa_intelligence": 21.1
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "deepseek-r1",
    "score": 20.1,
    "inputs": {
     "aa_intelligence": 20.1
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "qwen3-coder-480b-a35b",
    "score": 18,
    "inputs": {
     "aa_intelligence": 18
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "glm-4.6v",
    "score": 16.8,
    "inputs": {
     "aa_intelligence": 16.8
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "gpt-oss-20b",
    "score": 14.9,
    "inputs": {
     "aa_intelligence": 14.9
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "qwen3-coder-30b-a3b",
    "score": 13.6,
    "inputs": {
     "aa_intelligence": 13.6
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "magistral-small-2506",
    "score": 10.7,
    "inputs": {
     "aa_intelligence": 10.7
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "mistral-small-3.2-24b",
    "score": 10.6,
    "inputs": {
     "aa_intelligence": 10.6
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "llama-4-scout",
    "score": 10,
    "inputs": {
     "aa_intelligence": 10
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "qwen2.5-72b-instruct",
    "score": 9.6,
    "inputs": {
     "aa_intelligence": 9.6
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "llama-3.3-70b-instruct",
    "score": 9.4,
    "inputs": {
     "aa_intelligence": 9.4
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "devstral-small-2507",
    "score": 9.3,
    "inputs": {
     "aa_intelligence": 9.3
    },
    "confidence": "low",
    "provisional": true
   },
   {
    "id": "mistral-large-2411",
    "score": 9.1,
    "inputs": {
     "aa_intelligence": 9.1
    },
    "confidence": "low",
    "provisional": true
   }
  ]
 }
}
