Leaderboard
By model and setting
Each model and reasoning setting appears once. If a model produced more than one player program for this game, the row stands for all of them: Programs counts the working attempts out of the counted attempts, Score and Raw rating average the programs (weighted by attempts; the small range is the lowest and highest program rating), and the combined record adds up their matches. Score is relative within this game (0–100). Scores here are working-program strength: failed generation attempts are left out and count as 0 only in a model's headline score.
| Rank | Model | Reasoning | Score | Programs | Raw rating | Combined record (W / D / L) |
|---|---|---|---|---|---|---|
| 1 | XHigh | 99.5 | 1 working of 1 attempt | 2886.0 | 502 / 0 / 0 | |
| 2 | XHigh | 98.2 | 1 working of 1 attempt | 2599.8 | 492 / 4 / 6 | |
| 3 | High | 97.6 | 1 working of 1 attempt | 2526.6 | 486 / 8 / 8 | |
| 4 | Provider | 93.6 | 1 working of 1 attempt | 2292.7 | 458 / 17 / 27 | |
| 5 | Medium | 92.7 | 1 working of 1 attempt | 2259.9 | 449 / 25 / 28 | |
| 6 | High | 92.5 | 1 working of 1 attempt | 2250.7 | 448 / 24 / 30 | |
| 7 | Medium | 92.4 | 1 working of 1 attempt | 2247.6 | 452 / 15 / 35 | |
| 8 | High | 92.1 | 1 working of 1 attempt | 2238.7 | 448 / 20 / 34 | |
| 9 | Low | 92.1 | 1 working of 1 attempt | 2238.7 | 451 / 14 / 37 | |
| 10 | Medium | 91.9 | 1 working of 1 attempt | 2232.8 | 445 / 24 / 33 | |
| 11 | XHigh | 91.8 | 1 working of 1 attempt | 2229.9 | 437 / 39 / 26 | |
| 12 | Max | 91.1 | 1 working of 1 attempt | 2207.5 | 440 / 25 / 37 | |
| 13 | Low | 90.4 | 1 working of 1 attempt | 2186.2 | 441 / 15 / 46 | |
| 14 | XHigh | 90.2 | 1 working of 1 attempt | 2181.0 | 435 / 25 / 42 | |
| 15 | XHigh | 90.2 | 1 working of 1 attempt | 2181.0 | 441 / 13 / 48 | |
| 16 | XHigh | 89.9 | 1 working of 1 attempt | 2170.9 | 427 / 37 / 38 | |
| 17 | XHigh | 89.8 | 1 working of 1 attempt | 2168.4 | 427 / 36 / 39 | |
| 18 | None | 88.6 | 1 working of 1 attempt | 2136.9 | 427 / 23 / 52 | |
| 19 | High | 88.6 | 1 working of 1 attempt | 2136.9 | 424 / 29 / 49 | |
| 20 | Medium | 88.6 | 1 working of 1 attempt | 2136.9 | 427 / 23 / 52 | |
| 21 | Medium | 88.4 | 1 working of 1 attempt | 2132.3 | 430 / 15 / 57 | |
| 22 | XHigh | 87.6 | 1 working of 1 attempt | 2111.8 | 422 / 22 / 58 | |
| 23 | Provider | 87.5 | 1 working of 1 attempt | 2109.5 | 413 / 39 / 50 | |
| 24 | XHigh | 87.0 | 1 working of 1 attempt | 2096.3 | 415 / 29 / 58 | |
| 25 | High | 85.8 | 1 working of 1 attempt | 2068.5 | 414 / 18 / 70 |
Underlying results
Individual player programs
Each row is one accepted player program for GB2-06: International Draughts; a model can have more than one. Score is the 0–100 result in this game, and its rating and W / D / L record show how it played. Scores are working-program strength: failed generation attempts have no row and count only in a model's headline score.
252 player programs.
| Model | Reasoning | Status | Score | Rating | W / D / L | Matches | Opponents | Notes | Generated |
|---|---|---|---|---|---|---|---|---|---|
Claude Opus 5.5E-53134a8de9454448 | XHigh | Rated Interval validated | 99.5 | 2886 | 502 / 0 / 0 | 502 / 502 | 251 | — | 2026-09-22First try |
Claude Fable 5.1E-bba525f4f6adfed4 | XHigh | Rated Interval validated | 98.2 | 2600 | 492 / 4 / 6 | 502 / 502 | 251 | — | 2026-09-08First try |
Gemini 4 ArgonE-ec915524f0712927 | High | Rated Interval validated | 97.6 | 2527 | 486 / 8 / 8 | 502 / 502 | 251 | — | 2026-10-21Repaired |
Pareto 26.10E-5d01b5fd5968de69 | Provider | Rated Interval validated | 93.6 | 2293 | 458 / 17 / 27 | 502 / 502 | 251 | 1 capped draw | 2026-10-21First try |
Gemini 4 ArgonE-670f358c134cd627 | Medium | Rated Interval validated | 92.7 | 2260 | 449 / 25 / 28 | 502 / 502 | 251 | 7 capped draws | 2026-10-21First try |
GLM-5.3E-256f22a4f85c8ce5 | High | Rated Interval validated | 92.5 | 2251 | 448 / 24 / 30 | 502 / 502 | 251 | 3 capped draws | 2026-09-03First try |
Claude Opus 5.5E-cb36bcb6ba10266b | Medium | Rated Interval validated | 92.4 | 2248 | 452 / 15 / 35 | 502 / 502 | 251 | 1 capped draw | 2026-09-22First try |
Kimi K3.1 ProE-02f59a1e4530ae4d | High | Rated Interval validated | 92.1 | 2239 | 448 / 20 / 34 | 502 / 502 | 251 | 6 capped draws | 2026-10-24First try |
Kimi K3.1 ProE-65169852dc5bea55 | Low | Rated Interval validated | 92.1 | 2239 | 451 / 14 / 37 | 502 / 502 | 251 | 5 capped draws | 2026-10-24First try |
GPT-6.1 SolE-a4495c1439ca4ab3 | Medium | Rated Interval validated | 91.9 | 2233 | 445 / 24 / 33 | 502 / 502 | 251 | 2 capped draws | 2026-10-01First try |
Claude Haiku 5.5E-7508ffbcb30ce9d7 | XHigh | Rated Interval validated | 91.8 | 2230 | 437 / 39 / 26 | 502 / 502 | 251 | 3 capped draws | 2026-10-09First try |
Gemini 3.6 FlashE-905531e52a8460f5 | High | Rated Interval validated | 91.3 | 2213 | 449 / 9 / 44 | 502 / 502 | 251 | — | 2026-07-24Repaired |
GLM-5.3E-206af7e7704349b5 | Max | Rated Interval validated | 91.1 | 2207 | 440 / 25 / 37 | 502 / 502 | 251 | — | 2026-10-09First try |
Gemini 4 ArgonE-1f96b98702c94d80 | Low | Rated Interval validated | 90.4 | 2186 | 441 / 15 / 46 | 502 / 502 | 251 | 5 capped draws | 2026-10-21First try |
GPT-6 SolE-81df9cc10626f8a6 | XHigh | Rated Interval validated | 90.2 | 2181 | 435 / 25 / 42 | 502 / 502 | 251 | — | 2026-09-22First try |
Grok 4.7E-c0e64450a9e18936 | XHigh | Rated Interval validated | 90.2 | 2181 | 441 / 13 / 48 | 502 / 502 | 251 | — | 2026-09-30Repaired |
GPT-6.1 SolE-767db8a17224b0ad | XHigh | Rated Interval validated | 89.9 | 2171 | 427 / 37 / 38 | 502 / 502 | 251 | 2 capped draws | 2026-10-01First try |
Claude Sonnet 5.5E-33fb3ee55eb8f02f | XHigh | Rated Interval validated | 89.8 | 2168 | 427 / 36 / 39 | 502 / 502 | 251 | — | 2026-09-30First try |
Claude Opus 5E-ca8985adf5006428 | None | Rated Interval validated | 88.6 | 2137 | 427 / 23 / 52 | 502 / 502 | 251 | 3 capped draws | 2026-07-25First try |
Gemini 3.8 FlashE-174c84d35d15c4fa | High | Rated Interval validated | 88.6 | 2137 | 424 / 29 / 49 | 502 / 502 | 251 | 5 capped draws | 2026-09-03First try |
GPT-6 AstraE-7061a88204394bb0 | Medium | Rated Interval validated | 88.6 | 2137 | 427 / 23 / 52 | 502 / 502 | 251 | 4 capped draws | 2026-09-05First try |
Claude Fable 5.1E-cca67b58479ba609 | Medium | Rated Interval validated | 88.4 | 2132 | 430 / 15 / 57 | 502 / 502 | 251 | 1 capped draw | 2026-09-03Repaired |
Claude Fable 5E-df96158297e694e7 | XHigh | Rated Interval validated | 87.6 | 2112 | 422 / 22 / 58 | 502 / 502 | 251 | 5 capped draws | 2026-09-03First try |
Pareto 26.10 PreviewE-994a64010e669aec | Provider | Rated Interval validated | 87.5 | 2110 | 413 / 39 / 50 | 502 / 502 | 251 | 1 capped draw | 2026-10-09First try |
GPT-6 AstraE-abd8473bac4f3524 | XHigh | Rated Interval validated | 87.0 | 2096 | 415 / 29 / 58 | 502 / 502 | 251 | — | 2026-09-05First try |