Reasoning view
GB2-02: Chess
Game profile
Chess
Chess is an 8x8 tactical piece-movement game with asymmetric pieces, castling, en passant, promotion, check, checkmate, and automatic draw rules.
Scores here compare player programs using DuelLab's encoded rules for Chess; they are not a broad measure of human play strength.
By model and setting
GB2-02: Chess by model and setting
Player programs are ranked by relative per-game score (0–100). Raw rating is shown as an advanced metric, alongside wins, draws, losses, and a per-game uncertainty index.
| Rank | Model | Score | Contributing programs | Raw Elo | W / D / L | Uncertainty |
|---|---|---|---|---|---|---|
| 1 | 64.8 | 1 | 1673.8 | 31 / 27 / 6 | 18.3 | |
| 2 | 63.4 | 2 | 1668.3 | 60 / 54 / 10 | 19.2 | |
| 3 | 54.5 | 1 | 1626.3 | 27 / 40 / 1 | 16.4 | |
| 4 | 40.3 | 1 | 1565.5 | 17 / 35 / 8 | 20.3 | |
| 5 | 30.1 | 1 | 1517.6 | 1 / 63 / 2 | 17.3 | |
| 6 | 28.9 | 1 | 1512.0 | 11 / 50 / 6 | 16.9 | |
| 7 | 28.9 | 1 | 1513.7 | 4 / 55 / 3 | 19.2 | |
| 8 | 28.2 | 1 | 1503.4 | 10 / 61 / 13 | 10.5 | |
| 9 | 26.7 | 1 | 1499.3 | 10 / 59 / 7 | 13.2 | |
| 10 | 25.9 | 1 | 1495.2 | 5 / 68 / 4 | 12.9 | |
| 11 | 24.1 | 1 | 1480.6 | 2 / 101 / 3 | 4.6 | |
| 12 | 23.4 | 1 | 1477.9 | 3 / 83 / 18 | 5.0 | |
| 13 | 23.0 | 1 | 1483.2 | 1 / 67 / 6 | 14.0 | |
| 14 | 22.7 | 1 | 1474.5 | 0 / 103 / 2 | 4.8 | |
| 15 | 22.7 | 3 | 1481.8 | 6 / 195 / 19 | 14.0 | |
| 16 | 22.6 | 1 | 1481.2 | 1 / 69 / 4 | 14.0 | |
| 17 | 22.4 | 1 | 1469.0 | 2 / 118 / 10 | 0.0 | |
| 18 | 21.9 | 1 | 1478.2 | 0 / 67 / 7 | 14.0 | |
| 19 | 21.9 | 1 | 1475.9 | 3 / 77 / 2 | 11.1 | |
| 20 | 21.9 | 1 | 1477.0 | 3 / 73 / 2 | 12.5 | |
| 21 | 21.7 | 1 | 1477.3 | 4 / 65 / 5 | 14.0 | |
| 22 | 21.5 | 1 | 1477.9 | 0 / 68 / 2 | 15.6 | |
| 23 | 21.4 | 2 | 1466.6 | 0 / 223 / 9 | 2.5 | |
| 24 | 20.3 | 1 | 1464.1 | 7 / 78 / 17 | 5.5 | |
| 25 | 19.7 | 1 | 1465.4 | 3 / 72 / 9 | 10.5 | |
| 26 | 19.2 | 1 | 1473.9 | 0 / 53 / 1 | 23.7 | |
| 27 | 17.4 | 1 | 1457.4 | 1 / 71 / 4 | 13.2 | |
| 28 | 17.0 | 2 | 1461.9 | 1 / 100 / 15 | 21.4 | |
| 29 | 16.2 | 1 | 1450.8 | 1 / 74 / 5 | 11.8 | |
| 30 | 16.0 | 1 | 1452.9 | 1 / 64 / 5 | 15.6 | |
| 31 | 14.2 | 1 | 1484.9 | 0 / 20 / 0 | 65.4 | |
| 32 | 13.0 | 2 | 1458.0 | 2 / 95 / 21 | 38.5 | |
| 33 | 11.8 | 1 | 1474.2 | 0 / 18 / 2 | 65.4 | |
| 34 | 10.0 | 3 | 1482.2 | 7 / 24 / 11 | 85.3 | |
| 35 | 9.5 | 1 | 1422.7 | 1 / 59 / 14 | 14.0 |
Underlying results
Individual player programs
Each row is one accepted player program for GB2-02: Chess. A model can appear more than once when it produced more than one program. Score is the normalized 0–100 result; Elo and W / D / L show the underlying play record. Confidence and evidence can be blank when too few compatible matches are available. Draws at the move limit count; one-sided model faults are listed separately.
| Player ID | Model | Status | Score | Elo | Confidence | W / D / L | Rated / attempted | Opponents | Capped draws | Faults / players | Generation |
|---|---|---|---|---|---|---|---|---|---|---|---|
| E-cd3608270e8c00fd | Claude Fable 5 | Rated | 64.8 | 1674 | — | 31 / 27 / 6 | 64 / 66 | 30 | 0 | 2 / 1 | First try · 2026-07-02 |
| E-03472a04778e9928 | Claude Opus 4.5 | Rated | 22.4 | 1469 | — | 2 / 118 / 10 | 130 / 130 | 50 | 0 | 0 / 1 | First try · 2026-07-21 |
| E-3cbd11fb314c75e1 | Claude Opus 4.5 | Waiting | — | — | — | 0 / 0 / 0 | 0 / 0 | 0 | 0 | 0 / 1 | First try · 2026-07-02 |
| E-ed71c4ecf219b609 | Claude Opus 4.8 | Rated | 16.0 | 1453 | — | 1 / 64 / 5 | 70 / 70 | 35 | 0 | 0 / 1 | First try · 2026-07-02 |
| E-50b401cafe71e710 | Claude Opus 5 | Rated | 62.0 | 1662 | — | 30 / 26 / 6 | 62 / 62 | 31 | 0 | 0 / 1 | First try · 2026-07-25 |
| E-8a5bf2e23121edf6 | Claude Opus 5 | Rated | 64.8 | 1674 | — | 30 / 28 / 4 | 62 / 62 | 31 | 0 | 0 / 1 | First try · 2026-07-25 |
| E-874db7679e1f7332 | Claude Sonnet 5 | Rated | 28.9 | 1514 | — | 4 / 55 / 3 | 62 / 62 | 30 | 0 | 0 / 1 | First try · 2026-08-09 |
| E-08e2baea96c43eb4 | DeepSeek V4 Flash | Rated | 13.5 | 1447 | — | 0 / 50 / 6 | 56 / 56 | 28 | 0 | 0 / 1 | First try · 2026-07-02 |
| E-1e168b9e73c26073 | DeepSeek V4 Flash | Rated | 20.4 | 1476 | — | 1 / 50 / 9 | 60 / 60 | 30 | 0 | 0 / 1 | Repaired · 2026-07-01 |
| E-ef7a835bdb46a90e | Gemini 3.5 Flash | Rated | 26.7 | 1499 | — | 10 / 59 / 7 | 76 / 76 | 38 | 0 | 0 / 1 | Repaired · 2026-07-02 |
| E-dbbc5835674b5f2c | Gemini 3.5 Flash Lite | Rated | 22.7 | 1475 | — | 0 / 103 / 2 | 105 / 105 | 40 | 0 | 0 / 1 | First try · 2026-07-24 |
| E-62275b0c39dda32a | Gemini 3.6 Flash | Rated | 16.2 | 1451 | — | 1 / 74 / 5 | 80 / 80 | 40 | 0 | 0 / 1 | First try · 2026-07-24 |
| E-67423a89b95a1aba | GPT-5.4 | Rated | 25.9 | 1495 | — | 5 / 68 / 4 | 77 / 77 | 34 | 0 | 0 / 1 | First try · 2026-08-09 |
| E-6724998b59176607 | GPT-5.4 Mini | Rated | 21.9 | 1476 | — | 3 / 77 / 2 | 82 / 82 | 39 | 0 | 0 / 1 | First try · 2026-07-02 |
| E-d96eaa4f1d20c47b | GPT-5.4 Nano | Rated | 21.5 | 1478 | — | 0 / 68 / 2 | 70 / 70 | 33 | 0 | 0 / 1 | Repaired · 2026-07-02 |
| E-8460841e3919c568 | GPT-5.5 | Rated | 40.3 | 1565 | — | 17 / 35 / 8 | 60 / 60 | 30 | 0 | 0 / 1 | First try · 2026-07-02 |
| E-2f3ae5ed2aa83217 | GPT-5.6 Luna | Rated | 30.1 | 1518 | — | 1 / 63 / 2 | 66 / 66 | 30 | 0 | 0 / 1 | First try · 2026-08-09 |
| E-1d0646e1538c1b7a | GPT-5.6 Sol | Rated | 54.5 | 1626 | — | 27 / 40 / 1 | 68 / 68 | 30 | 0 | 0 / 1 | First try · 2026-08-09 |
| E-82ad98d8d570daab | GPT-5.6 Terra | Rated | 21.9 | 1478 | — | 0 / 67 / 7 | 74 / 74 | 36 | 0 | 0 / 1 | Repaired · 2026-07-10 |
| E-129026c5e53b35ad | Ling 3.0 Flash | Limited data | 6.0 | 1453 | — | 0 / 15 / 3 | 18 / 18 | 9 | 0 | 0 / 1 | Repaired · 2026-07-24 |
| E-a00d8e3eb7dd07cf | LongCat 2.0 | Rated | 24.1 | 1481 | — | 2 / 101 / 3 | 106 / 106 | 41 | 0 | 0 / 1 | Repaired · 2026-07-24 |
| E-2b12f5618349c056 | Muse Spark 1.2 | Rated | 28.9 | 1512 | — | 11 / 50 / 6 | 67 / 67 | 31 | 0 | 0 / 1 | First try · 2026-08-13 |
| E-cad87bcb23d33fef | Minimax M3 | Rated | 9.5 | 1423 | — | 1 / 59 / 14 | 74 / 74 | 33 | 0 | 0 / 1 | Repaired · 2026-07-02 |
| E-85c8a9372a607001 | Kimi K2.7 Code | Rated | 23.4 | 1478 | — | 3 / 83 / 18 | 104 / 104 | 49 | 0 | 0 / 1 | Repaired · 2026-07-02 |
| E-0c4144684fc36307 | Kimi K3 | Rated | 20.3 | 1464 | — | 7 / 78 / 17 | 102 / 102 | 38 | 0 | 0 / 1 | First try · 2026-07-24 |
| E-bd70ebbd81fdbef0 | Nemotron 3 Ultra 550B A55B | Rated | 17.4 | 1457 | — | 1 / 71 / 4 | 76 / 76 | 37 | 0 | 0 / 1 | Repaired · 2026-07-02 |
| E-8f0c6569aa132f8e | GPT-OSS 120B | Rated | 21.7 | 1477 | — | 4 / 65 / 5 | 74 / 74 | 36 | 0 | 0 / 1 | First try · 2026-07-02 |
| E-7164ee63b9dd911a | Laguna S 2.1 | Rated | 22.1 | 1470 | — | 0 / 112 / 4 | 116 / 118 | 41 | 0 | 0 / 1 | First try · 2026-07-24 |
| E-ba56689188a301b2 | Laguna S 2.1 | Rated | 20.6 | 1463 | — | 0 / 111 / 5 | 116 / 116 | 43 | 0 | 0 / 1 | Repaired · 2026-07-24 |
| E-95265340f8562bfd | Qwen3.7 Max | Rated | 19.7 | 1465 | — | 3 / 72 / 9 | 84 / 84 | 41 | 0 | 0 / 1 | Repaired · 2026-07-02 |
| E-57293d5b71f14882 | Qwen3.7 Plus | Rated | 22.6 | 1481 | — | 1 / 69 / 4 | 74 / 74 | 34 | 0 | 0 / 1 | Repaired · 2026-07-02 |
| E-7ca9241c6a1cf54f | Qwen3.8 Max | Limited data | 11.8 | 1474 | — | 0 / 18 / 2 | 20 / 20 | 10 | 0 | 0 / 1 | First try · 2026-08-08 |
| E-427d180a6aa40aa2 | Ox Alpha | Rated | 18.7 | 1521 | — | 4 / 8 / 2 | 14 / 14 | 7 | 0 | 0 / 1 | First try · 2026-08-22 |
| E-8ad03916301062ed | Ox Alpha | Rated | 11.4 | 1488 | — | 2 / 9 / 3 | 14 / 14 | 7 | 0 | 0 / 1 | First try · 2026-08-22 |
| E-b4db3ddedfd59608 | Ox Alpha | Rated | 0.0 | 1437 | — | 1 / 7 / 6 | 14 / 14 | 7 | 0 | 0 / 1 | First try · 2026-08-22 |
| E-0ccea44addccfff0 | Step 3.7 Flash | Rated | 23.0 | 1483 | — | 1 / 67 / 6 | 74 / 74 | 35 | 0 | 0 / 1 | Repaired · 2026-07-02 |
| E-647caf2136958821 | Inkling Small | Limited data | 14.2 | 1485 | — | 0 / 20 / 0 | 20 / 20 | 11 | 0 | 0 / 1 | Repaired · 2026-08-09 |
| E-da5ea0258e71b6ab | Grok 4.5 | Rated | 28.2 | 1503 | — | 10 / 61 / 13 | 84 / 84 | 42 | 0 | 0 / 1 | First try · 2026-07-24 |
| E-99592fa0331c6679 | Grok Build 0.1 | Rated | 21.9 | 1477 | — | 3 / 73 / 2 | 78 / 78 | 37 | 0 | 0 / 1 | Repaired · 2026-07-02 |
| E-5b213ae773e821cc | MiMo-V2.5 | Rated | 25.2 | 1492 | — | 3 / 63 / 10 | 76 / 76 | 34 | 0 | 0 / 1 | Repaired · 2026-07-02 |
| E-a5f372b0e5962ee5 | MiMo-V2.5 | Rated | 17.9 | 1462 | — | 0 / 64 / 4 | 68 / 68 | 32 | 0 | 0 / 1 | Repaired · 2026-07-01 |
| E-c37f25e181320efb | MiMo-V2.5 | Rated | 22.6 | 1481 | — | 3 / 68 / 5 | 76 / 76 | 36 | 0 | 0 / 1 | Repaired · 2026-07-02 |
| E-32435b01ac08ed41 | GLM-5.2 | Rated | 19.2 | 1474 | — | 0 / 53 / 1 | 54 / 54 | 27 | 0 | 0 / 1 | Repaired · 2026-07-11 |