WeirdBenchWeirdBench Intelligence Index
A single ranking across every WeirdBench benchmark. Raw scores are first converted into benchmark-local scores relative to the leader, so small raw gaps stay small while lower-is-better and higher-is-better benchmarks can still live in the same table.
Ranking
73 models- 193.14
google/gemini-3.8-flash
Coverage 6/6 · Avg benchmark score 93.1
Regex Golfraw 5.6400 · idx 95.0AI Writing Detectionraw 0.9899 · idx 99.0Nutrition Predictionraw 22.8262 · idx 88.6Semantic Diversityraw 0.2151 · idx 99.6Orthographic Diversityraw 4.8930 · idx 80.7Wordleraw 3.7500 · idx 96.0 - 291.72
openai/gpt-5.6-sol
Coverage 6/6 · Avg benchmark score 91.7
Regex Golfraw 5.8000 · idx 92.4AI Writing Detectionraw 1.0000 · idx 100.0Nutrition Predictionraw 23.6810 · idx 91.9Semantic Diversityraw 0.2273 · idx 94.2Orthographic Diversityraw 4.5982 · idx 75.8Wordleraw 3.7500 · idx 96.0 - 390.96
x-ai/grok-4.6
Coverage 6/6 · Avg benchmark score 91.0
Regex Golfraw 6.0400 · idx 88.7AI Writing Detectionraw 0.9899 · idx 99.0Nutrition Predictionraw 23.0717 · idx 89.5Semantic Diversityraw 0.2296 · idx 93.3Orthographic Diversityraw 4.8825 · idx 80.5Wordleraw 3.8000 · idx 94.7 - 490.91
openai/gpt-6-astra
Coverage 6/6 · Avg benchmark score 90.9
Regex Golfraw 5.3600 · idx 100.0AI Writing Detectionraw 1.0000 · idx 100.0Nutrition Predictionraw 23.7566 · idx 92.2Semantic Diversityraw 0.2310 · idx 92.8Orthographic Diversityraw 3.8333 · idx 63.2Wordleraw 3.7000 · idx 97.3 - 588.79
google/gemini-3.7-flash
Coverage 6/6 · Avg benchmark score 88.8
Regex Golfraw 6.3600 · idx 84.3AI Writing Detectionraw 0.9899 · idx 99.0Nutrition Predictionraw 21.0439 · idx 81.7Semantic Diversityraw 0.2142 · idx 100.0Orthographic Diversityraw 4.7193 · idx 77.8Wordleraw 4.0000 · idx 90.0 - 688.69
anthropic/claude-opus-5
Coverage 6/6 · Avg benchmark score 88.7
Regex Golfraw 6.6400 · idx 80.7AI Writing Detectionraw 0.8850 · idx 88.5Nutrition Predictionraw 23.8534 · idx 92.6Semantic Diversityraw 0.2287 · idx 93.6Orthographic Diversityraw 4.7351 · idx 78.1Wordleraw 3.6500 · idx 98.6 - 785.33
anthropic/claude-fable-5
Coverage 6/6 · Avg benchmark score 85.3
Regex Golfraw 7.3200 · idx 73.2AI Writing Detectionraw 0.9899 · idx 99.0Nutrition Predictionraw 20.9741 · idx 81.4Semantic Diversityraw 0.2328 · idx 92.0Orthographic Diversityraw 5.2930 · idx 87.2Wordleraw 4.5500 · idx 79.1 - 881.76
openai/gpt-5.6-luna
Coverage 6/6 · Avg benchmark score 81.8
Regex Golfraw 11.5600 · idx 46.4AI Writing Detectionraw 0.9901 · idx 99.0Nutrition Predictionraw 19.0885 · idx 74.1Semantic Diversityraw 0.2358 · idx 90.9Orthographic Diversityraw 5.4737 · idx 90.2Wordleraw 4.0000 · idx 90.0 - 981.21
z-ai/glm-5.3-flash
Coverage 6/6 · Avg benchmark score 81.2
Regex Golfraw 8.4400 · idx 63.5AI Writing Detectionraw 0.9899 · idx 99.0Nutrition Predictionraw 18.7485 · idx 72.8Semantic Diversityraw 0.2410 · idx 88.9Orthographic Diversityraw 4.5018 · idx 74.2Wordleraw 4.0500 · idx 88.9 - 1077.30
anthropic/claude-opus-4.6
Coverage 6/6 · Avg benchmark score 77.3
Regex Golfraw 31.6800 · idx 16.9AI Writing Detectionraw 0.9800 · idx 98.0Nutrition Predictionraw 19.5945 · idx 76.0Semantic Diversityraw 0.2158 · idx 99.3Orthographic Diversityraw 5.1383 · idx 84.7Wordleraw 4.0500 · idx 88.9 - 1177.03
openai/gpt-5.6-terra
Coverage 6/6 · Avg benchmark score 77.0
Regex Golfraw 8.0000 · idx 67.0AI Writing Detectionraw 1.0000 · idx 100.0Nutrition Predictionraw 13.6362 · idx 52.9Semantic Diversityraw 0.2444 · idx 87.6Orthographic Diversityraw 4.0544 · idx 66.8Wordleraw 4.1000 · idx 87.8 - 1275.24
anthropic/claude-sonnet-5
Coverage 6/6 · Avg benchmark score 75.2
Regex Golfraw 18.6800 · idx 28.7AI Writing Detectionraw 0.8932 · idx 89.3Nutrition Predictionraw 18.6307 · idx 72.3Semantic Diversityraw 0.2531 · idx 84.6Orthographic Diversityraw 5.3158 · idx 87.6Wordleraw 4.0500 · idx 88.9 - 1374.84
z-ai/glm-5.3
Coverage 6/6 · Avg benchmark score 74.8
Regex Golfraw 14.2800 · idx 37.5AI Writing Detectionraw 0.9608 · idx 96.1Nutrition Predictionraw 19.6902 · idx 76.4Semantic Diversityraw 0.2565 · idx 83.5Orthographic Diversityraw 4.8351 · idx 79.7Wordleraw 4.7500 · idx 75.8 - 1474.31
thinkingmachines/inkling-small
Coverage 5/6 · Avg benchmark score 89.2
AI Writing Detectionraw 0.9899 · idx 99.0Nutrition Predictionraw 22.2876 · idx 86.5Semantic Diversityraw 0.2556 · idx 83.8Orthographic Diversityraw 5.3175 · idx 87.7Wordleraw 4.0500 · idx 88.9 - 1572.99
openai/gpt-5.5
Coverage 5/6 · Avg benchmark score 87.6
AI Writing Detectionraw 1.0000 · idx 100.0Nutrition Predictionraw 21.2108 · idx 82.3Semantic Diversityraw 0.2372 · idx 90.3Orthographic Diversityraw 4.5700 · idx 75.3Wordleraw 4.0000 · idx 90.0 - 1672.47
x-ai/grok-4.5
Coverage 5/6 · Avg benchmark score 87.0
AI Writing Detectionraw 0.9899 · idx 99.0Nutrition Predictionraw 21.8124 · idx 84.7Semantic Diversityraw 0.2405 · idx 89.1Orthographic Diversityraw 4.3754 · idx 72.1Wordleraw 4.0000 · idx 90.0 - 1772.03
anthropic/claude-fable-5.1
Coverage 6/6 · Avg benchmark score 72.0
Regex Golfraw 153.9600 · idx 3.5AI Writing Detectionraw 1.0000 · idx 100.0Nutrition Predictionraw 18.5766 · idx 72.1Semantic Diversityraw 0.2393 · idx 89.5Orthographic Diversityraw 4.6088 · idx 76.0Wordleraw 3.9500 · idx 91.1 - 1871.93
anthropic/claude-sonnet-4.5
Coverage 6/6 · Avg benchmark score 71.9
Regex Golfraw 54.5600 · idx 9.8AI Writing Detectionraw 0.9899 · idx 99.0Nutrition Predictionraw 19.3172 · idx 75.0Semantic Diversityraw 0.2581 · idx 83.0Orthographic Diversityraw 5.3018 · idx 87.4Wordleraw 4.6500 · idx 77.4 - 1971.67
anthropic/claude-opus-4.7
Coverage 6/6 · Avg benchmark score 71.7
Regex Golfraw 52.6400 · idx 10.2AI Writing Detectionraw 1.0000 · idx 100.0Nutrition Predictionraw 21.5195 · idx 83.5Semantic Diversityraw 0.2240 · idx 95.6Orthographic Diversityraw 3.4555 · idx 57.0Wordleraw 4.3000 · idx 83.7 - 2070.86
anthropic/claude-opus-4.8
Coverage 6/6 · Avg benchmark score 70.9
Regex Golfraw 44.2000 · idx 12.1AI Writing Detectionraw 0.8636 · idx 86.4Nutrition Predictionraw 22.2521 · idx 86.4Semantic Diversityraw 0.2393 · idx 89.5Orthographic Diversityraw 5.1421 · idx 84.8Wordleraw 5.4500 · idx 66.1 - 2168.07
qwen/qwen3.8-flash
Coverage 5/6 · Avg benchmark score 81.7
AI Writing Detectionraw 0.9899 · idx 99.0Nutrition Predictionraw 19.7320 · idx 76.6Semantic Diversityraw 0.2635 · idx 81.3Orthographic Diversityraw 4.0552 · idx 66.8Wordleraw 4.2500 · idx 84.7 - 2267.06
google/gemini-3-flash-preview
Coverage 6/6 · Avg benchmark score 67.1
Regex Golfraw 73.1600 · idx 7.3AI Writing Detectionraw 1.0000 · idx 100.0Nutrition Predictionraw 19.9842 · idx 77.6Semantic Diversityraw 0.2511 · idx 85.3Orthographic Diversityraw 4.8053 · idx 79.2Wordleraw 6.8000 · idx 52.9 - 2366.96
anthropic/claude-opus-4.1
Coverage 6/6 · Avg benchmark score 67.0
Regex Golfraw 45.0000 · idx 11.9AI Writing Detectionraw 1.0000 · idx 100.0Nutrition Predictionraw 21.5560 · idx 83.7Semantic Diversityraw 0.2366 · idx 90.5Orthographic Diversityraw 3.8281 · idx 63.1Wordleraw 6.8500 · idx 52.6 - 2466.88
openai/gpt-5.3-codex
Coverage 5/6 · Avg benchmark score 80.3
Regex Golfraw 10.4400 · idx 51.3Nutrition Predictionraw 21.1440 · idx 82.1Semantic Diversityraw 0.2396 · idx 89.4Orthographic Diversityraw 4.7614 · idx 78.5Wordleraw 3.6000 · idx 100.0 - 2566.64
moonshotai/kimi-k3
Coverage 6/6 · Avg benchmark score 66.6
Regex Golfraw 54.0400 · idx 9.9AI Writing Detectionraw 0.9899 · idx 99.0Nutrition Predictionraw 21.1347 · idx 82.0Semantic Diversityraw 0.2271 · idx 94.3Orthographic Diversityraw -23.0719 · idx 64.9Wordleraw 7.2500 · idx 49.7 - 2665.04
openai/gpt-5.1
Coverage 6/6 · Avg benchmark score 65.0
Regex Golfraw 92.9200 · idx 5.8AI Writing Detectionraw 0.9804 · idx 98.0Nutrition Predictionraw 19.9581 · idx 77.5Semantic Diversityraw 0.2493 · idx 85.9Orthographic Diversityraw 5.2269 · idx 86.2Wordleraw 9.7500 · idx 36.9 - 2764.50
openai/gpt-oss-120b
Coverage 6/6 · Avg benchmark score 64.5
Regex Golfraw 31.4400 · idx 17.0AI Writing Detectionraw 0.8421 · idx 84.2Nutrition Predictionraw 21.3529 · idx 82.9Semantic Diversityraw 0.2564 · idx 83.6Orthographic Diversityraw -49.0741 · idx 33.6Wordleraw 4.2000 · idx 85.7 - 2863.96
google/gemini-3.5-flash-lite
Coverage 6/6 · Avg benchmark score 64.0
Regex Golfraw 90.8800 · idx 5.9AI Writing Detectionraw 1.0000 · idx 100.0Nutrition Predictionraw 20.5695 · idx 79.8Semantic Diversityraw 0.2402 · idx 89.2Orthographic Diversityraw 4.3409 · idx 71.6Wordleraw 9.6500 · idx 37.3 - 2963.71
anthropic/claude-haiku-4.5
Coverage 6/6 · Avg benchmark score 63.7
Regex Golfraw 63.4800 · idx 8.4AI Writing Detectionraw 0.8454 · idx 84.5Nutrition Predictionraw 20.7097 · idx 80.4Semantic Diversityraw 0.2277 · idx 94.1Orthographic Diversityraw 4.5919 · idx 75.7Wordleraw 9.2000 · idx 39.1 - 3063.39
openai/gpt-5.4
Coverage 6/6 · Avg benchmark score 63.4
Regex Golfraw 70.8400 · idx 7.6AI Writing Detectionraw 0.8621 · idx 86.2Nutrition Predictionraw 21.5840 · idx 83.8Semantic Diversityraw 0.2552 · idx 84.0Orthographic Diversityraw 4.8728 · idx 80.3Wordleraw 9.3500 · idx 38.5 - 3161.82
moonshotai/kimi-k2.6
Coverage 5/6 · Avg benchmark score 74.2
AI Writing Detectionraw 0.9009 · idx 90.1Nutrition Predictionraw 19.1032 · idx 74.1Semantic Diversityraw 0.2505 · idx 85.5Orthographic Diversityraw 4.8386 · idx 79.8Wordleraw 8.7000 · idx 41.4 - 3261.80
google/gemini-3.1-flash-lite-preview
Coverage 6/6 · Avg benchmark score 61.8
Regex Golfraw 94.2800 · idx 5.7AI Writing Detectionraw 0.8929 · idx 89.3Nutrition Predictionraw 20.5872 · idx 79.9Semantic Diversityraw 0.2387 · idx 89.7Orthographic Diversityraw 3.7789 · idx 62.3Wordleraw 8.2000 · idx 43.9 - 3361.48
upstage/solar-pro4
Coverage 6/6 · Avg benchmark score 61.5
Regex Golfraw 144.9600 · idx 3.7AI Writing Detectionraw 0.8130 · idx 81.3Nutrition Predictionraw 21.1071 · idx 81.9Semantic Diversityraw 0.2752 · idx 77.8Orthographic Diversityraw -4.0702 · idx 87.8Wordleraw 9.9000 · idx 36.4 - 3461.15
anthropic/claude-opus-4.5
Coverage 6/6 · Avg benchmark score 61.2
Regex Golfraw 39.7200 · idx 13.5AI Writing Detectionraw 0.9278 · idx 92.8Nutrition Predictionraw 18.8760 · idx 73.3Semantic Diversityraw 0.2352 · idx 91.1Orthographic Diversityraw 1.9091 · idx 31.5Wordleraw 5.5500 · idx 64.9 - 3560.79
moonshotai/kimi-k2.5
Coverage 5/6 · Avg benchmark score 73.0
AI Writing Detectionraw 0.9899 · idx 99.0Nutrition Predictionraw 20.1413 · idx 78.2Semantic Diversityraw 0.2490 · idx 86.0Orthographic Diversityraw -22.5246 · idx 65.6Wordleraw 10.0000 · idx 36.0 - 3660.67
mistralai/mistral-small-2603
Coverage 6/6 · Avg benchmark score 60.7
Regex Golfraw 144.9200 · idx 3.7AI Writing Detectionraw 0.6849 · idx 68.5Nutrition Predictionraw 23.8232 · idx 92.5Semantic Diversityraw 0.2864 · idx 74.8Orthographic Diversityraw 5.3747 · idx 88.6Wordleraw 10.0000 · idx 36.0 - 3760.33
meta-llama/llama-4-maverick
Coverage 6/6 · Avg benchmark score 60.3
Regex Golfraw 79.8000 · idx 6.7AI Writing Detectionraw 0.7321 · idx 73.2Nutrition Predictionraw 22.0002 · idx 85.4Semantic Diversityraw 0.2503 · idx 85.6Orthographic Diversityraw 4.5439 · idx 74.9Wordleraw 9.9500 · idx 36.2 - 3858.09
inclusionai/ling-3.0-flash
Coverage 5/6 · Avg benchmark score 69.7
Regex Golfraw 30.7600 · idx 17.4Nutrition Predictionraw 18.2626 · idx 70.9Semantic Diversityraw 0.2448 · idx 87.5Orthographic Diversityraw 6.0667 · idx 100.0Wordleraw 4.9500 · idx 72.7 - 3958.05
mistralai/mistral-large-2512
Coverage 5/6 · Avg benchmark score 69.7
AI Writing Detectionraw 0.6667 · idx 66.7Nutrition Predictionraw 21.4432 · idx 83.2Semantic Diversityraw 0.2679 · idx 80.0Orthographic Diversityraw 4.9684 · idx 81.9Wordleraw 9.8500 · idx 36.5 - 4057.78
mistralai/mistral-medium-3.1
Coverage 6/6 · Avg benchmark score 57.8
Regex Golfraw 129.9600 · idx 4.1AI Writing Detectionraw 0.6087 · idx 60.9Nutrition Predictionraw 22.9013 · idx 88.9Semantic Diversityraw 0.2589 · idx 82.7Orthographic Diversityraw 4.4394 · idx 73.2Wordleraw 9.7500 · idx 36.9 - 4157.44
inception/mercury-2
Coverage 6/6 · Avg benchmark score 57.4
Regex Golfraw 44.7600 · idx 12.0AI Writing Detectionraw 0.8750 · idx 87.5Nutrition Predictionraw 21.8978 · idx 85.0Semantic Diversityraw 0.2643 · idx 81.0Orthographic Diversityraw -77.0000 · idx 0.0Wordleraw 4.5500 · idx 79.1 - 4257.30
qwen/qwen3.8-2.4t-a95b
Coverage 4/6 · Avg benchmark score 85.9
AI Writing Detectionraw 0.9899 · idx 99.0Nutrition Predictionraw 21.2042 · idx 82.3Semantic Diversityraw 0.2451 · idx 87.4Orthographic Diversityraw 4.5561 · idx 75.1 - 4356.82
x-ai/grok-4.1-fast
Coverage 4/6 · Avg benchmark score 85.2
AI Writing Detectionraw 0.9804 · idx 98.0Nutrition Predictionraw 18.3064 · idx 71.0Semantic Diversityraw 0.2320 · idx 92.3Orthographic Diversityraw 4.8228 · idx 79.5 - 4456.78
google/gemma-4-26b-a4b-it
Coverage 5/6 · Avg benchmark score 68.1
AI Writing Detectionraw 0.9899 · idx 99.0Nutrition Predictionraw 19.8426 · idx 77.0Semantic Diversityraw 0.2576 · idx 83.2Orthographic Diversityraw 2.7495 · idx 45.3Wordleraw 9.9500 · idx 36.2 - 4556.62
deepseek/deepseek-v4-pro-0813
Coverage 4/6 · Avg benchmark score 84.9
AI Writing Detectionraw 1.0000 · idx 100.0Nutrition Predictionraw 20.9608 · idx 81.3Semantic Diversityraw 0.2356 · idx 90.9Orthographic Diversityraw -20.9561 · idx 67.5 - 4656.60
anthropic/claude-sonnet-4.6
Coverage 5/6 · Avg benchmark score 67.9
Regex Golfraw 88.8400 · idx 6.0AI Writing Detectionraw 0.9592 · idx 95.9Nutrition Predictionraw 20.7120 · idx 80.4Semantic Diversityraw 0.2334 · idx 91.8Orthographic Diversityraw 3.9741 · idx 65.5 - 4755.50
openai/gpt-5.4-mini
Coverage 6/6 · Avg benchmark score 55.5
Regex Golfraw 81.4800 · idx 6.6AI Writing Detectionraw 0.6803 · idx 68.0Nutrition Predictionraw 15.2246 · idx 59.1Semantic Diversityraw 0.2687 · idx 79.7Orthographic Diversityraw 5.0027 · idx 82.5Wordleraw 9.7000 · idx 37.1 - 4855.40
upstage/solar-pro-3
Coverage 5/6 · Avg benchmark score 66.5
AI Writing Detectionraw 0.6757 · idx 67.6Nutrition Predictionraw 19.1532 · idx 74.3Semantic Diversityraw 0.2987 · idx 71.7Orthographic Diversityraw 5.0211 · idx 82.8Wordleraw 10.0000 · idx 36.0 - 4954.14
qwen/qwen3.5-122b-a10b
Coverage 4/6 · Avg benchmark score 81.2
AI Writing Detectionraw 0.9899 · idx 99.0Nutrition Predictionraw 23.4188 · idx 90.9Semantic Diversityraw 0.2545 · idx 84.2Orthographic Diversityraw -34.7973 · idx 50.8 - 5053.76
meta/muse-spark-1.2
Coverage 4/6 · Avg benchmark score 80.6
AI Writing Detectionraw 0.9899 · idx 99.0Nutrition Predictionraw 16.7887 · idx 65.2Semantic Diversityraw 0.2354 · idx 91.0Orthographic Diversityraw -21.0035 · idx 67.4 - 5153.66
amazon/nova-micro-v1
Coverage 6/6 · Avg benchmark score 53.7
Regex Golfraw 217.6000 · idx 2.5AI Writing Detectionraw 0.6438 · idx 64.4Nutrition Predictionraw 14.8388 · idx 57.6Semantic Diversityraw 0.2742 · idx 78.1Orthographic Diversityraw -7.7158 · idx 83.4Wordleraw 10.0000 · idx 36.0 - 5253.45
z-ai/glm-5.2
Coverage 4/6 · Avg benchmark score 80.2
AI Writing Detectionraw 0.9899 · idx 99.0Nutrition Predictionraw 16.8840 · idx 65.5Semantic Diversityraw 0.2369 · idx 90.4Orthographic Diversityraw -22.3526 · idx 65.8 - 5352.32
deepseek/deepseek-v3.2
Coverage 6/6 · Avg benchmark score 52.3
Regex Golfraw 93.4800 · idx 5.7AI Writing Detectionraw 0.4819 · idx 48.2Nutrition Predictionraw 17.4072 · idx 67.6Semantic Diversityraw 0.2484 · idx 86.3Orthographic Diversityraw 4.1892 · idx 69.1Wordleraw 9.7000 · idx 37.1 - 5452.31
qwen/qwen3.8-27b
Coverage 4/6 · Avg benchmark score 78.5
Nutrition Predictionraw 25.7670 · idx 100.0Semantic Diversityraw 0.2479 · idx 86.4Orthographic Diversityraw 4.8947 · idx 80.7Wordleraw 7.7000 · idx 46.8 - 5552.30
google/gemma-4-31b-it
Coverage 6/6 · Avg benchmark score 52.3
Regex Golfraw 70.6800 · idx 7.6AI Writing Detectionraw 0.9899 · idx 99.0Nutrition Predictionraw 19.6220 · idx 76.2Semantic Diversityraw 0.2380 · idx 90.0Orthographic Diversityraw -74.0000 · idx 3.6Wordleraw 9.6000 · idx 37.5 - 5651.67
openai/gpt-oss-20b
Coverage 5/6 · Avg benchmark score 62.0
Regex Golfraw 67.7600 · idx 7.9Nutrition Predictionraw 23.7467 · idx 92.2Semantic Diversityraw 0.2738 · idx 78.2Orthographic Diversityraw 5.8053 · idx 95.7Wordleraw 10.0000 · idx 36.0 - 5750.46
thinkingmachines/inkling
Coverage 4/6 · Avg benchmark score 75.7
Regex Golfraw 14.0400 · idx 38.2AI Writing Detectionraw 0.9899 · idx 99.0Semantic Diversityraw 0.2621 · idx 81.7Orthographic Diversityraw -7.3226 · idx 83.9 - 5849.48
minimax/minimax-m3
Coverage 4/6 · Avg benchmark score 74.2
AI Writing Detectionraw 0.9691 · idx 96.9Nutrition Predictionraw 18.4202 · idx 71.5Semantic Diversityraw 0.2474 · idx 86.6Orthographic Diversityraw -42.1830 · idx 41.9 - 5948.79
qwen/qwen3.5-397b-a17b
Coverage 4/6 · Avg benchmark score 73.2
AI Writing Detectionraw 0.9899 · idx 99.0Nutrition Predictionraw 18.5588 · idx 72.0Semantic Diversityraw 0.2364 · idx 90.6Orthographic Diversityraw -51.1667 · idx 31.1 - 6048.30
amazon/nova-lite-v1
Coverage 6/6 · Avg benchmark score 48.3
Regex Golfraw 478.1200 · idx 1.1AI Writing Detectionraw 0.0000 · idx 0.0Nutrition Predictionraw 21.6084 · idx 83.9Semantic Diversityraw 0.2687 · idx 79.7Orthographic Diversityraw 5.4071 · idx 89.1Wordleraw 10.0000 · idx 36.0 - 6148.05
z-ai/glm-5
Coverage 4/6 · Avg benchmark score 72.1
Nutrition Predictionraw 19.4215 · idx 75.4Semantic Diversityraw 0.2469 · idx 86.7Orthographic Diversityraw 5.4719 · idx 90.2Wordleraw 10.0000 · idx 36.0 - 6246.59
minimax/minimax-m2.7
Coverage 4/6 · Avg benchmark score 69.9
Nutrition Predictionraw 17.5755 · idx 68.2Semantic Diversityraw 0.2478 · idx 86.4Orthographic Diversityraw 5.3912 · idx 88.9Wordleraw 10.0000 · idx 36.0 - 6346.51
amazon/nova-2-lite-v1
Coverage 6/6 · Avg benchmark score 46.5
Regex Golfraw 156.4000 · idx 3.4AI Writing Detectionraw 0.4211 · idx 42.1Nutrition Predictionraw 16.0830 · idx 62.4Semantic Diversityraw 0.2965 · idx 72.3Orthographic Diversityraw 3.8129 · idx 62.8Wordleraw 10.0000 · idx 36.0 - 6446.43
x-ai/grok-4.20-beta
Coverage 6/6 · Avg benchmark score 46.4
Regex Golfraw 100.8800 · idx 5.3AI Writing Detectionraw 0.6667 · idx 66.7Nutrition Predictionraw 22.5383 · idx 87.5Semantic Diversityraw 0.2624 · idx 81.6Orthographic Diversityraw -77.0000 · idx 0.0Wordleraw 9.6000 · idx 37.5 - 6545.33
minimax/minimax-m2.5
Coverage 5/6 · Avg benchmark score 54.4
AI Writing Detectionraw 0.8000 · idx 80.0Nutrition Predictionraw 14.6662 · idx 56.9Semantic Diversityraw 0.2619 · idx 81.8Orthographic Diversityraw -62.6741 · idx 17.2Wordleraw 10.0000 · idx 36.0 - 6645.10
amazon/nova-pro-v1
Coverage 6/6 · Avg benchmark score 45.1
Regex Golfraw 104.7600 · idx 5.1AI Writing Detectionraw 0.0357 · idx 3.6Nutrition Predictionraw 21.1849 · idx 82.2Semantic Diversityraw 0.2649 · idx 80.9Orthographic Diversityraw 3.8140 · idx 62.9Wordleraw 10.0000 · idx 36.0 - 6743.31
nvidia/nemotron-3-ultra-550b-a55b
Coverage 3/6 · Avg benchmark score 86.6
AI Writing Detectionraw 0.8958 · idx 89.6Semantic Diversityraw 0.2520 · idx 85.0Orthographic Diversityraw 5.1719 · idx 85.3 - 6843.16
google/gemini-3.1-pro-preview
Coverage 4/6 · Avg benchmark score 64.7
Nutrition Predictionraw 17.1302 · idx 66.5Semantic Diversityraw 0.2326 · idx 92.1Orthographic Diversityraw 3.9053 · idx 64.4Wordleraw 10.0000 · idx 36.0 - 6943.05
meta/muse-glimmer-30b
Coverage 4/6 · Avg benchmark score 64.6
AI Writing Detectionraw 0.9259 · idx 92.6Nutrition Predictionraw -2.5157 · idx 0.0Semantic Diversityraw 0.2437 · idx 87.9Orthographic Diversityraw 4.7193 · idx 77.8 - 7035.22
deepseek/deepseek-v4-flash-0731
Coverage 3/6 · Avg benchmark score 70.4
Nutrition Predictionraw 20.8675 · idx 81.0Semantic Diversityraw 0.2395 · idx 89.5Orthographic Diversityraw -43.0661 · idx 40.9 - 7132.57
meta-llama/llama-4-scout
Coverage 6/6 · Avg benchmark score 32.6
Regex Golfraw 168.2000 · idx 3.2AI Writing Detectionraw 0.0241 · idx 2.4Nutrition Predictionraw 16.6109 · idx 64.5Semantic Diversityraw 0.2768 · idx 77.4Orthographic Diversityraw -67.0715 · idx 12.0Wordleraw 10.0000 · idx 36.0 - 7229.79
z-ai/glm-5-turbo
Coverage 3/6 · Avg benchmark score 59.6
Nutrition Predictionraw 23.5975 · idx 91.6Semantic Diversityraw 0.2458 · idx 87.1Orthographic Diversityraw -77.0000 · idx 0.0 - 7320.65
qwen/qwen3.5-27b
Coverage 2/6 · Avg benchmark score 62.0
Semantic Diversityraw 0.2437 · idx 87.9Wordleraw 10.0000 · idx 36.0
Normalization
Higher-is-better benchmarks are scored relative to the leader. Lower-is-better benchmarks use the inverse ratio to the leader, with a safe fallback if scores cross zero.
Coverage
Models missing benchmarks are not dropped. Their average is multiplied by benchmark coverage ratio so partial coverage is visible and penalized.
Final Score
Final index = average normalized benchmark score × coverage ratio. Higher is better.