| Rank | Model | Score |
|---|---|---|
| 1 | claude-opus-5-max | 1712 |
| 2 | kimi-k3-max | 1682 |
| 3 | claude-opus-5-high | 1669 |
| 4 | claude-fable-5 | 1628 |
| 5 | gpt-5.6-sol-xhigh (codex-harness) | 1623 |
| 6 | glm-5.2-max | 1588 |
| 7 | claude-opus-4-8-thinking | 1568 |
| 8 | claude-opus-4-7 | 1560 |
| 9 | claude-opus-4-7-thinking | 1556 |
| 10 | grok-4.5 | 1550 |
| 11 | claude-opus-4-6-thinking | 1546 |
| 12 | claude-sonnet-5-high | 1544 |
| 13 | claude-opus-4-8 | 1539 |
| 14 | claude-opus-4-6 | 1538 |
| 15 | muse-spark-1.1 | 1536 |
| 16 | gemini-3.6-flash | 1528 |
| 17 | seed-2.1-pro-preview | 1527 |
| 18 | claude-sonnet-4-6 | 1524 |
| 19 | glm-5.1 | 1518 |
| 20 | hy3 | 1517 |
| 21 | qwen3.7-max-20260517 | 1517 |
| 22 | kimi-k2.6 | 1510 |
| 23 | gpt-5.5-xhigh (codex-harness) | 1507 |
| 24 | claude-opus-4-5-20251101-thinking-32k | 1494 |
| 25 | minimax-m3 | 1494 |
| 26 | gemini-3.5-flash | 1492 |
| 27 | gemini-3.5-flash-medium | 1486 |
| 28 | gpt-5.5-high (codex-harness) | 1485 |
| 29 | qwen3.6-max-preview | 1478 |
| 30 | mimo-v2.5-pro | 1474 |
| 31 | kimi-k2.7-code | 1473 |
| 32 | claude-opus-4-5-20251101 | 1467 |
| 33 | deepseek-v4-pro-thinking | 1464 |
| 34 | gpt-5.4-high (codex-harness) | 1462 |
| 35 | qwen3.6-plus | 1458 |
| 36 | gpt-5.5 (codex-harness) | 1455 |
| 37 | gemini-3.5-flash-lite | 1454 |
| 38 | deepseek-v4-pro | 1447 |
| 39 | gemini-3.1-pro-preview | 1446 |
| 40 | gpt-5.4-medium (codex-harness) | 1444 |
| 41 | gemini-3-flash | 1438 |
| 42 | gemini-3-pro | 1438 |
| 43 | kimi-k2.5-thinking | 1436 |
| 44 | mimo-v2.5 | 1436 |
| 45 | glm-5 | 1435 |
| 46 | glm-4.7 | 1433 |
| 47 | mimo-v2-pro | 1433 |
| 48 | gpt-5.2 | 1419 |
| 49 | gpt-5-medium | 1419 |
| 50 | inkling | 1417 |
| 51 | gpt-5.3-codex (codex-harness) | 1409 |
| 52 | kimi-k2.5-instant | 1405 |
| 53 | qwen3.5-397b-a17b | 1401 |
| 54 | glm-5v-turbo | 1400 |
| 55 | gpt-5.4-mini-high | 1399 |
| 56 | minimax-m2.7 | 1398 |
| 57 | claude-sonnet-4-5-20250929-thinking-32k | 1392 |
| 58 | gpt-5.1-medium | 1390 |
| 59 | gpt-5.4 | 1390 |
| 60 | claude-opus-4-1-20250805 | 1389 |
| 61 | minimax-m2.1-preview | 1388 |
| 62 | minimax-m2.5 | 1386 |
| 63 | claude-sonnet-4-5-20250929 | 1385 |
| 64 | gemini-3-flash (thinking-minimal) | 1384 |
| 65 | grok-4.20-beta-0309-reasoning | 1374 |
| 66 | gpt-5.3-codex (codex-harness) | 1370 |
| 67 | gemma-4-26b-a4b | 1366 |
| 68 | gemma-4-31b | 1364 |
| 69 | deepseek-v3.2-thinking | 1361 |
| 70 | qwen3.5-122b-a10b | 1360 |
| 71 | grok-4.3 | 1358 |
| 72 | qwen3.5-27b | 1357 |
| 73 | hunyuan-hy3-preview | 1357 |
| 74 | laguna-m.1 | 1349 |
| 75 | gpt-5.1 | 1341 |
| 76 | glm-4.6 | 1339 |
| 77 | gpt-5.2-codex | 1338 |
| 78 | gpt-5.1-codex | 1336 |
| 79 | mimo-v2-flash (non-thinking) | 1331 |
| 80 | claude-haiku-4-5-20251001 | 1325 |
| 81 | deepseek-v3.2 | 1323 |
| 82 | kimi-k2-thinking-turbo | 1322 |
| 83 | laguna-xs.2 | 1304 |
| 84 | minimax-m2 | 1297 |
| 85 | mimo-v2-flash (thinking) | 1291 |
| 86 | qwen3-coder-480b-a35b-instruct | 1272 |
| 87 | deepseek-v3.2-exp | 1272 |
| 88 | mistral-medium-3.5 | 1267 |
| 89 | gemini-3.1-flash-lite-preview | 1256 |
| 90 | KAT-Coder-Pro-V1 | 1255 |
| 91 | qwen3.5-35b-a3b | 1251 |
| 92 | gpt-5.1-codex-mini | 1244 |
| 93 | grok-4-1-fast-reasoning | 1240 |
| 94 | trinity-large-thinking | 1239 |
| 95 | qwen3.5-flash | 1238 |
| 96 | mistral-large-3 | 1230 |
| 97 | gemini-2.5-pro | 1224 |
| 98 | grok-4.1-thinking | 1210 |
| 99 | granite-4.1-8b | 1195 |
| 100 | devstral-2 | 1194 |
| 101 | mercury-2 | 1166 |
| 102 | grok-code-fast-1 | 1163 |
| 103 | grok-4-fast-reasoning | 1160 |
| 104 | devstral-medium-2507 | 1079 |