Game profile
Tumbleweed
Tumbleweed is a hex-grid territory game where players grow visible stacks and final control is determined by line-of-sight strength.
Scores here compare player programs using DuelLab's encoded rules for Tumbleweed; they are not a broad measure of human play strength.
By model and setting
GB2-08: Tumbleweed by model and setting
Each model and reasoning setting appears once. If a model produced more than one accepted player program, DuelLab averages them before ranking. Raw rating, W / D / L, and uncertainty combine those contributing programs.
| Rank | Model | Reasoning | Score | Raw Elo | W / D / L | Uncertainty |
|---|---|---|---|---|---|---|
| 1 | XHigh | 100.0 | 2047.1 | 95 / 1 / 4 | 6.0 | |
| 2 | Medium | 82.8 | 1902.1 | 174 / 0 / 28 | 5.8 | |
| 3 | Medium | 80.5 | 1882.1 | 87 / 1 / 14 | 5.5 | |
| 4 | Medium | 72.2 | 1814.5 | 80 / 0 / 12 | 8.1 | |
| 5 | Medium | 69.0 | 1789.3 | 66 / 1 / 17 | 10.5 | |
| 6 | XHigh | 68.8 | 1783.5 | 62 / 16 / 24 | 5.5 | |
| 7 | Low | 68.6 | 1801.7 | 84 / 0 / 6 | 30.6 | |
| 8 | None | 68.2 | 1781.2 | 65 / 4 / 19 | 9.2 | |
| 9 | Medium | 67.8 | 1778.4 | 64 / 5 / 19 | 9.2 | |
| 10 | XHigh | 67.5 | 1776.1 | 131 / 0 / 39 | 10.2 | |
| 11 | XHigh | 67.0 | 1769.8 | 73 / 0 / 23 | 7.0 | |
| 12 | High | 66.9 | 1788.3 | 73 / 1 / 14 | 31.0 | |
| 13 | None | 66.5 | 1767.4 | 63 / 0 / 25 | 9.2 | |
| 14 | None | 63.3 | 1735.2 | 68 / 7 / 37 | 3.3 | |
| 15 | Low | 62.9 | 1755.6 | 71 / 0 / 15 | 32.8 | |
| 16 | None | 58.6 | 1700.8 | 127 / 7 / 48 | 9.4 | |
| 17 | Historical | 54.4 | 1668.7 | 66 / 25 / 59 | 13.6 | |
| 18 | Enabled | 53.7 | 1674.7 | 58 / 10 / 30 | 28.3 | |
| 19 | XHigh | 52.1 | 1645.2 | 55 / 6 / 31 | 8.1 | |
| 20 | Medium | 51.8 | 1654.2 | 30 / 9 / 17 | 22.5 | |
| 21 | XHigh | 48.7 | 1615.1 | 51 / 15 / 32 | 6.5 | |
| 22 | Medium | 48.1 | 1610.5 | 77 / 52 / 59 | 7.5 | |
| 23 | Medium | 47.9 | 1605.8 | 38 / 50 / 24 | 3.3 | |
| 24 | High | 47.7 | 1642.1 | 44 / 12 / 12 | 51.2 | |
| 25 | XHigh | 47.3 | 1602.6 | 43 / 26 / 31 | 6.0 | |
| 26 | None | 45.2 | 1592.1 | 53 / 62 / 31 | 14.5 | |
| 27 | None | 39.6 | 1539.1 | 43 / 15 / 34 | 8.1 | |
| 28 | None | 39.2 | 1535.7 | 54 / 93 / 45 | 7.2 | |
| 29 | None | 38.4 | 1525.9 | 9 / 82 / 17 | 4.1 | |
| 30 | None | 37.8 | 1523.1 | 40 / 7 / 49 | 7.0 | |
| 31 | Medium | 33.6 | 1485.6 | 21 / 53 / 34 | 4.1 | |
| 32 | Reasoning | 33.1 | 1502.1 | 21 / 51 / 30 | 30.4 | |
| 33 | Medium | 31.6 | 1466.4 | 29 / 63 / 32 | 1.0 | |
| 34 | High | 30.5 | 1498.6 | 59 / 83 / 63 | 51.8 | |
| 35 | Medium | 30.3 | 1459.2 | 31 / 38 / 31 | 6.0 | |
| 36 | High | 29.6 | 1468.7 | 33 / 26 / 43 | 25.7 | |
| 37 | None | 29.4 | 1450.8 | 12 / 72 / 20 | 5.0 | |
| 38 | Medium | 29.0 | 1444.8 | 9 / 86 / 23 | 2.1 | |
| 39 | None | 28.6 | 1448.7 | 1 / 76 / 5 | 11.1 | |
| 40 | Medium | 28.3 | 1440.8 | 9 / 72 / 27 | 4.1 | |
| 41 | Medium | 28.2 | 1436.6 | 39 / 40 / 51 | 0.0 | |
| 42 | None | 28.0 | 1439.5 | 4 / 81 / 19 | 5.0 | |
| 43 | None | 27.9 | 1436.4 | 3 / 92 / 21 | 2.5 | |
| 44 | Medium | 27.9 | 1436.7 | 35 / 41 / 38 | 2.9 | |
| 45 | None | 27.9 | 1436.9 | 8 / 192 / 22 | 3.5 | |
| 46 | None | 27.8 | 1436.4 | 3 / 88 / 21 | 3.3 | |
| 47 | None | 27.6 | 1435.5 | 1 / 87 / 18 | 4.6 | |
| 48 | None | 27.6 | 1439.4 | 0 / 74 / 12 | 9.9 | |
| 49 | Enabled | 27.4 | 1447.8 | 11 / 76 / 31 | 22.0 | |
| 50 | Medium | 27.4 | 1442.2 | 4 / 55 / 12 | 15.2 | |
| 51 | None | 27.1 | 1431.0 | 0 / 94 / 14 | 4.1 | |
| 52 | Medium | 27.0 | 1429.4 | 7 / 87 / 18 | 3.3 | |
| 53 | None | 26.8 | 1421.9 | 5 / 262 / 37 | 0.0 | |
| 54 | High | 26.6 | 1434.8 | 2 / 69 / 3 | 14.0 | |
| 55 | Medium | 26.6 | 1426.3 | 7 / 83 / 20 | 3.7 | |
| 56 | None | 26.4 | 1424.5 | 6 / 86 / 18 | 3.7 | |
| 57 | None | 26.3 | 1423.3 | 6 / 189 / 29 | 3.3 | |
| 58 | None | 26.3 | 1422.2 | 4 / 94 / 20 | 2.1 | |
| 59 | Medium | 26.2 | 1423.0 | 5 / 82 / 21 | 4.1 | |
| 60 | Reasoning | 26.2 | 1426.5 | 2 / 72 / 16 | 8.7 | |
| 61 | High | 26.1 | 1440.8 | 5 / 78 / 19 | 26.8 | |
| 62 | Enabled | 26.0 | 1444.6 | 6 / 139 / 23 | 32.6 | |
| 63 | Medium | 26.0 | 1427.7 | 4 / 140 / 16 | 11.8 | |
| 64 | Medium | 26.0 | 1429.8 | 5 / 116 / 23 | 14.8 | |
| 65 | Enabled | 25.9 | 1436.8 | 6 / 91 / 15 | 24.0 | |
| 66 | Minimal | 25.9 | 1444.3 | 6 / 134 / 24 | 33.7 | |
| 67 | Enabled | 25.9 | 1436.5 | 7 / 86 / 19 | 24.0 | |
| 68 | Medium | 25.8 | 1428.0 | 1 / 62 / 11 | 14.0 | |
| 69 | Minimal | 25.4 | 1440.3 | 4 / 133 / 27 | 33.5 | |
| 70 | Enabled | 25.4 | 1433.0 | 0 / 94 / 20 | 24.8 | |
| 71 | None | 25.4 | 1416.2 | 4 / 74 / 30 | 4.1 | |
| 72 | None | 25.3 | 1415.6 | 11 / 79 / 16 | 4.6 | |
| 73 | High | 24.8 | 1431.3 | 9 / 50 / 35 | 28.5 | |
| 74 | None | 24.6 | 1411.7 | 3 / 72 / 23 | 6.5 | |
| 75 | XHigh | 24.6 | 1410.4 | 2 / 73 / 29 | 5.0 | |
| 76 | Low | 24.1 | 1435.8 | 1 / 57 / 14 | 42.0 | |
| 77 | None | 23.9 | 1403.2 | 2 / 90 / 22 | 2.9 | |
| 78 | XHigh | 23.6 | 1405.5 | 4 / 59 / 25 | 9.2 | |
| 79 | High | 23.5 | 1415.6 | 16 / 62 / 32 | 23.1 | |
| 80 | Low | 22.3 | 1427.9 | 3 / 46 / 19 | 51.2 | |
| 81 | High | 22.1 | 1410.1 | 5 / 63 / 22 | 31.1 | |
| 82 | High | 22.0 | 1413.2 | 3 / 52 / 27 | 35.5 | |
| 83 | Low | 22.0 | 1425.7 | 0 / 52 / 16 | 51.2 | |
| 84 | High | 21.9 | 1407.3 | 15 / 124 / 49 | 29.3 | |
| 85 | High | 21.7 | 1402.1 | 6 / 68 / 28 | 25.7 | |
| 86 | Medium | 21.5 | 1387.4 | 8 / 54 / 26 | 9.2 | |
| 87 | High | 21.4 | 1405.0 | 1 / 66 / 21 | 32.2 | |
| 88 | High | 21.1 | 1416.6 | 5 / 33 / 26 | 50.1 | |
| 89 | Enabled | 20.4 | 1394.6 | 0 / 78 / 22 | 29.9 | |
| 90 | XHigh | 20.3 | 1378.9 | 22 / 12 / 50 | 10.5 | |
| 91 | Enabled | 19.8 | 1388.5 | 2 / 73 / 25 | 27.8 | |
| 92 | Medium | 19.2 | 1368.3 | 0 / 67 / 21 | 9.2 | |
| 93 | Max | 19.1 | 1384.5 | 3 / 53 / 34 | 31.1 | |
| 94 | Enabled | 18.8 | 1408.1 | 18 / 41 / 65 | 51.4 | |
| 95 | Reasoning | 16.9 | 1347.1 | 2 / 58 / 34 | 7.5 | |
| 96 | High | 13.6 | 1336.8 | 0 / 60 / 34 | 29.0 | |
| 97 | Medium | 12.0 | 1325.2 | 3 / 43 / 46 | 31.1 | |
| 98 | Enabled | 5.7 | 1274.3 | 8 / 13 / 69 | 34.2 |
Underlying results
Individual player programs
Each row is one accepted player program for GB2-08: Tumbleweed. 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 | Reasoning | Status | Score | Elo | Confidence | W / D / L | Rated / attempted | Opponents | Capped draws | Faults / players | Generation |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| E-12891afa894223fd | Claude Fable 5 | XHigh | Rated | 100.0 | 2047 | — | 95 / 1 / 4 | 100 / 100 | 48 | 1 | 0 / 1 | Repaired · 2026-07-02 |
| E-9ccf296d44d35675 | Claude Fable 5 | Medium | Rated | 72.2 | 1815 | — | 80 / 0 / 12 | 92 / 92 | 46 | 0 | 0 / 1 | First try · 2026-07-02 |
| E-01b57d5e6655f927 | Claude Opus 4.5 | Thinking field omitted | Rated | 68.2 | 1781 | — | 65 / 4 / 19 | 88 / 88 | 44 | 4 | 0 / 1 | First try · 2026-07-02 |
| E-355427eb0d526f34 | Claude Opus 4.5 | Legacy_shared_thinking_budget | Waiting | — | — | — | 0 / 0 / 0 | 0 / 0 | 0 | 0 | 0 / 1 | First try · 2026-07-02 |
| E-6a0c04b4335bfea0 | Claude Opus 4.5 | Legacy_shared_thinking_budget | Waiting | — | — | — | 0 / 0 / 0 | 0 / 0 | 0 | 0 | 0 / 1 | First try · 2026-07-02 |
| E-72233463ddce5549 | Claude Opus 4.5 | Medium effort + 16,000 thinking tokens | Rated | 69.0 | 1789 | — | 66 / 1 / 17 | 84 / 84 | 42 | 1 | 0 / 1 | First try · — |
| E-877eec51affacb3a | Claude Opus 4.5 | High effort + 32,000 thinking tokens | Rated | 24.0 | 1423 | — | 6 / 24 / 20 | 50 / 50 | 25 | 24 | 0 / 1 | First try · — |
| E-22dc6fe5ae5fb8b1 | Claude Opus 4.8 | XHigh | Rated | 67.0 | 1770 | — | 73 / 0 / 23 | 96 / 96 | 46 | 0 | 0 / 1 | First try · 2026-07-03 |
| E-c2dade0b97891d8a | Claude Opus 4.8 | Medium | Rated | 26.2 | 1423 | — | 5 / 82 / 21 | 108 / 108 | 54 | 82 | 0 / 1 | First try · 2026-07-02 |
| E-c9d7578e8375d994 | Claude Opus 4.8 | Thinking field omitted | Rated | 66.5 | 1767 | — | 63 / 0 / 25 | 88 / 88 | 44 | 0 | 0 / 1 | First try · 2026-07-02 |
| E-35a5bf9b35d5e1e8 | Claude Opus 5 | Medium | Rated | 76.2 | 1847 | — | 80 / 0 / 20 | 100 / 100 | 50 | 0 | 0 / 1 | First try · 2026-07-25 |
| E-43cc1c89fa5720b3 | Claude Opus 5 | Thinking disabled | Rated | 65.6 | 1765 | — | 51 / 7 / 12 | 70 / 70 | 35 | 7 | 0 / 1 | First try · 2026-07-25 |
| E-5a7942274854aaa6 | Claude Opus 5 | Thinking disabled | Rated | 51.6 | 1637 | — | 76 / 0 / 36 | 112 / 112 | 56 | 0 | 0 / 1 | First try · 2026-07-25 |
| E-a40851c4f03704e5 | Claude Opus 5 | XHigh | Rated | 78.0 | 1865 | — | 71 / 0 / 13 | 84 / 84 | 38 | 0 | 0 / 1 | First try · 2026-07-25 |
| E-e73b6fb78880341d | Claude Opus 5 | Medium | Rated | 89.4 | 1958 | — | 94 / 0 / 8 | 102 / 102 | 51 | 0 | 0 / 1 | First try · 2026-07-25 |
| E-f5914ca845403384 | Claude Opus 5 | XHigh | Rated | 56.9 | 1687 | — | 60 / 0 / 26 | 86 / 86 | 40 | 0 | 0 / 1 | First try · 2026-07-25 |
| E-130fb40b1c7a4d39 | Claude Sonnet 5 | Medium | Rated | 26.6 | 1426 | — | 7 / 83 / 20 | 110 / 110 | 55 | 83 | 0 / 1 | First try · 2026-07-02 |
| E-c36a98e057c264eb | North Mini Code | Baseline track (legacy evidence incomplete) | Rated | 26.3 | 1422 | — | 4 / 94 / 20 | 118 / 118 | 52 | 94 | 0 / 1 | First try · 2026-07-11 |
| E-efd7b75d5cd3b538 | North Mini Code | Enabled | Rated | 21.4 | 1393 | — | 0 / 50 / 18 | 68 / 68 | 34 | 50 | 0 / 1 | First try · 2026-07-02 |
| E-4375cf96eeb624e2 | DeepSeek V4 Flash | Reasoning disabled | Rated | 26.4 | 1425 | — | 6 / 86 / 18 | 110 / 110 | 53 | 86 | 0 / 1 | Repaired · 2026-07-02 |
| E-43aba68125a9abc5 | DeepSeek V4 Flash | High | Rated | 28.0 | 1445 | — | 2 / 69 / 7 | 78 / 78 | 39 | 69 | 0 / 1 | First try · 2026-07-02 |
| E-a7310645c3b96434 | DeepSeek V4 Flash | XHigh | Rated | 24.6 | 1410 | — | 2 / 73 / 29 | 104 / 104 | 52 | 73 | 0 / 1 | Repaired · 2026-07-02 |
| E-d28ef17ff6995c62 | DeepSeek V4 Flash | High | Rated | 24.0 | 1411 | — | 2 / 71 / 9 | 82 / 82 | 41 | 71 | 0 / 1 | Repaired · 2026-07-01 |
| E-3a5b5c4507a989d3 | DeepSeek V4 Pro | XHigh | Rated | 23.6 | 1405 | — | 4 / 59 / 25 | 88 / 88 | 43 | 59 | 0 / 1 | Repaired · 2026-07-02 |
| E-c296a7abab6975d7 | DeepSeek V4 Pro | Reasoning disabled | Rated | 38.4 | 1526 | — | 9 / 82 / 17 | 108 / 108 | 53 | 82 | 0 / 1 | First try · 2026-07-02 |
| E-b335c9f92035f80b | Gemini 3.1 Flash Lite | High | Rated | 15.9 | 1352 | — | 2 / 27 / 25 | 54 / 54 | 27 | 27 | 0 / 1 | Repaired · 2026-07-02 |
| E-cc6fb78c96472032 | Gemini 3.1 Flash Lite | Medium | Rated | 28.2 | 1437 | — | 39 / 40 / 51 | 130 / 130 | 65 | 40 | 0 / 1 | First try · 2026-07-02 |
| E-5aa593158b0d8b3a | Gemini 3.5 Flash | Low | Waiting | — | — | — | 0 / 0 / 0 | 0 / 0 | 0 | 0 | 0 / 1 | First try · 2026-07-21 |
| E-bd0bbefbbd252fc5 | Gemini 3.5 Flash | Medium | Rated | 19.2 | 1368 | — | 0 / 67 / 21 | 88 / 88 | 44 | 67 | 0 / 1 | Repaired · 2026-07-02 |
| E-fa332e578ae97122 | Gemini 3.5 Flash | High | Rated | 10.0 | 1302 | — | 0 / 26 / 28 | 54 / 54 | 27 | 26 | 0 / 1 | Repaired · 2026-07-02 |
| E-284d554eca16e6f6 | Gemini 3.5 Flash Lite | Minimal | Limited data | 26.5 | 1453 | — | 1 / 31 / 4 | 36 / 36 | 18 | 31 | 0 / 1 | First try · 2026-07-24 |
| E-2a14d2f80ade1bda | Gemini 3.5 Flash Lite | High | Rated | 15.7 | 1351 | — | 1 / 28 / 23 | 52 / 52 | 26 | 28 | 0 / 2 | First try · 2026-07-24 |
| E-2f2aa5b1beafd6e6 | Gemini 3.5 Flash Lite | Medium | Rated | 26.3 | 1432 | — | 3 / 62 / 11 | 76 / 76 | 38 | 62 | 0 / 1 | First try · 2026-07-24 |
| E-9b50de854a87d3c6 | Gemini 3.5 Flash Lite | Medium | Rated | 25.6 | 1428 | — | 2 / 54 / 12 | 68 / 68 | 34 | 54 | 0 / 1 | First try · 2026-07-24 |
| E-af119b49b8f1d63d | Gemini 3.5 Flash Lite | Minimal | Limited data | 27.0 | 1455 | — | 1 / 33 / 4 | 38 / 38 | 19 | 33 | 0 / 1 | First try · 2026-07-24 |
| E-620b5ca2bcd82419 | Gemini 3.6 Flash | High | Rated | 54.3 | 1677 | — | 34 / 8 / 10 | 52 / 52 | 26 | 8 | 0 / 1 | First try · 2026-07-24 |
| E-657c523bc9e9f80c | Gemini 3.6 Flash | Minimal | Limited data | 26.5 | 1451 | — | 1 / 33 / 4 | 38 / 38 | 19 | 33 | 0 / 1 | Repaired · 2026-07-24 |
| E-ab7ee826f8050f04 | Gemini 3.6 Flash | Medium | Rated | 51.8 | 1654 | — | 30 / 9 / 17 | 56 / 56 | 28 | 9 | 0 / 1 | First try · 2026-07-24 |
| E-c694a36a5e4e3f09 | Gemini 3.6 Flash | Minimal | Rated | 24.7 | 1432 | — | 1 / 37 / 6 | 44 / 44 | 22 | 37 | 0 / 1 | First try · 2026-07-24 |
| E-efad9f3f4e9183a0 | Gemini 3.6 Flash | High | Rated | 18.6 | 1379 | — | 3 / 23 / 20 | 46 / 46 | 23 | 23 | 0 / 1 | First try · 2026-07-24 |
| E-8546650b7690a81a | Gemma 4 31B | Reasoning disabled | Rated | 27.9 | 1436 | — | 3 / 92 / 21 | 116 / 116 | 56 | 92 | 0 / 1 | First try · 2026-07-02 |
| E-eabc996d553eebe0 | GPT 4.1 | None | Rated | 25.3 | 1416 | — | 11 / 79 / 16 | 106 / 106 | 50 | 79 | 0 / 1 | First try · 2026-07-02 |
| E-04ae9f2b42e0e036 | GPT 5 | Medium | Rated | 21.5 | 1387 | — | 8 / 54 / 26 | 88 / 88 | 44 | 54 | 0 / 1 | First try · 2026-07-02 |
| E-ae3a897b3420bcfb | GPT 5 | Low | Waiting | — | — | — | 0 / 0 / 0 | 0 / 0 | 0 | 0 | 0 / 1 | First try · 2026-07-21 |
| E-ebca8ea756b4a4ad | GPT 5 | High | Rated | 19.4 | 1381 | — | 6 / 25 / 23 | 54 / 54 | 27 | 25 | 0 / 1 | First try · 2026-07-02 |
| E-95f891d54f35bb4a | GPT-5.4 | None | Rated | 29.4 | 1451 | — | 12 / 72 / 20 | 104 / 104 | 51 | 72 | 0 / 1 | Repaired · 2026-07-02 |
| E-b13a2be40d59c1ea | GPT-5.4 | Medium | Rated | 30.3 | 1459 | — | 31 / 38 / 31 | 100 / 100 | 50 | 38 | 0 / 1 | First try · 2026-07-02 |
| E-ddc1f3e68bf1e74a | GPT-5.4 | XHigh | Rated | 47.3 | 1603 | — | 43 / 26 / 31 | 100 / 100 | 47 | 26 | 0 / 1 | First try · 2026-07-02 |
| E-b5171a15f0048555 | GPT-5.4 Mini | Medium | Rated | 27.9 | 1437 | — | 35 / 41 / 38 | 114 / 114 | 57 | 41 | 0 / 1 | First try · 2026-07-02 |
| E-bb8ac98c284a38ce | GPT-5.4 Mini | None | Rated | 27.6 | 1439 | — | 0 / 74 / 12 | 86 / 88 | 43 | 74 | 2 / 1 | First try · 2026-07-02 |
| E-024aff0a983df40d | GPT-5.4 Nano | None | Rated | 24.8 | 1411 | — | 0 / 89 / 17 | 106 / 106 | 52 | 89 | 0 / 1 | First try · 2026-07-09 |
| E-26fa12e871bd8f3a | GPT-5.4 Nano | Medium | Rated | 19.3 | 1368 | — | 5 / 52 / 37 | 94 / 94 | 47 | 52 | 0 / 1 | Repaired · 2026-07-02 |
| E-e361d8cbba2abd67 | GPT-5.4 Nano | Medium | Rated | 76.9 | 1853 | — | 72 / 0 / 22 | 94 / 94 | 47 | 0 | 0 / 1 | Repaired · 2026-07-09 |
| E-fd5a36e5fd795426 | GPT-5.4 Nano | None | Rated | 53.7 | 1660 | — | 54 / 4 / 28 | 86 / 86 | 43 | 4 | 0 / 1 | Repaired · 2026-07-02 |
| E-0d83a3c5c5e66085 | GPT-5.5 | Medium | Rated | 47.9 | 1606 | — | 38 / 50 / 24 | 112 / 112 | 56 | 50 | 0 / 1 | First try · 2026-07-02 |
| E-3e859a6b27767128 | GPT-5.5 | XHigh | Rated | 68.8 | 1784 | — | 62 / 16 / 24 | 102 / 102 | 46 | 16 | 0 / 1 | First try · 2026-07-02 |
| E-c42fbee03a029c83 | GPT-5.5 | None | Rated | 28.0 | 1439 | — | 4 / 81 / 19 | 104 / 104 | 50 | 81 | 0 / 1 | First try · 2026-07-02 |
| E-0fb7de4e8156a229 | GPT-5.6 Luna | XHigh | Rated | 52.1 | 1645 | — | 55 / 6 / 31 | 92 / 92 | 45 | 6 | 0 / 1 | First try · 2026-07-10 |
| E-8feb37d0677409f2 | GPT-5.6 Luna | None | Rated | 27.6 | 1435 | — | 1 / 87 / 18 | 106 / 106 | 52 | 87 | 0 / 1 | First try · 2026-07-10 |
| E-e6198d88365e0492 | GPT-5.6 Luna | Medium | Rated | 27.0 | 1429 | — | 7 / 87 / 18 | 112 / 112 | 56 | 87 | 0 / 1 | First try · 2026-07-10 |
| E-0385f0602a8e29e2 | GPT-5.6 Sol | Medium | Rated | 67.8 | 1778 | — | 64 / 5 / 19 | 88 / 88 | 44 | 5 | 0 / 1 | First try · 2026-07-10 |
| E-3ae62f195160add3 | GPT-5.6 Sol | XHigh | Rated | 20.3 | 1379 | — | 22 / 12 / 50 | 84 / 84 | 42 | 12 | 0 / 1 | First try · 2026-07-10 |
| E-994624d0bc2e266d | GPT-5.6 Sol | None | Rated | 39.6 | 1539 | — | 43 / 15 / 34 | 92 / 92 | 46 | 15 | 0 / 1 | First try · 2026-07-10 |
| E-44cace55a6126cdf | GPT-5.6 Terra | None | Rated | 24.6 | 1412 | — | 3 / 72 / 23 | 98 / 100 | 49 | 72 | 2 / 1 | First try · 2026-07-10 |
| E-b061663dc342c859 | GPT-5.6 Terra | XHigh | Rated | 48.7 | 1615 | — | 51 / 15 / 32 | 98 / 98 | 46 | 15 | 0 / 1 | Repaired · 2026-07-10 |
| E-d004e78844cdd202 | GPT-5.6 Terra | Medium | Rated | 33.6 | 1486 | — | 21 / 53 / 34 | 108 / 108 | 54 | 53 | 0 / 1 | First try · 2026-07-10 |
| E-11d1ae7d9526f835 | Ling 3.0 Flash | Baseline track (legacy evidence incomplete) | Rated | 28.3 | 1435 | — | 0 / 136 / 16 | 152 / 156 | 59 | 136 | 0 / 1 | First try · 2026-07-24 |
| E-28bcc8394e411616 | Ling 3.0 Flash | Baseline track (legacy evidence incomplete) | Rated | 25.2 | 1409 | — | 5 / 126 / 21 | 152 / 152 | 63 | 126 | 0 / 1 | Repaired · 2026-07-24 |
| E-87d69837bf65e78b | LongCat 2.0 | None | Rated | 27.5 | 1434 | — | 1 / 99 / 10 | 110 / 110 | 52 | 99 | 0 / 1 | First try · 2026-07-24 |
| E-d724da56cbc06da7 | LongCat 2.0 | Enabled | Rated | 10.8 | 1316 | — | 1 / 17 / 24 | 42 / 42 | 21 | 17 | 0 / 1 | First try · 2026-07-24 |
| E-df8e0fab4bf8bb33 | LongCat 2.0 | None | Rated | 28.2 | 1440 | — | 7 / 93 / 12 | 112 / 112 | 53 | 93 | 0 / 1 | First try · 2026-07-24 |
| E-ef389910f6cc07cc | LongCat 2.0 | Enabled | Rated | 42.8 | 1585 | — | 17 / 15 / 10 | 42 / 42 | 21 | 15 | 0 / 1 | First try · 2026-07-24 |
| E-d169e7b29be70652 | Minimax M3 | Reasoning enabled | Rated | 26.4 | 1434 | — | 7 / 47 / 16 | 70 / 70 | 35 | 47 | 0 / 1 | Repaired · 2026-07-02 |
| E-e67e41d4491d7ad3 | Minimax M3 | Reasoning disabled | Rated | 37.8 | 1523 | — | 40 / 7 / 49 | 96 / 96 | 48 | 7 | 0 / 1 | First try · 2026-07-02 |
| E-ba85be2fa53925f5 | Mistral Medium 3.5 | None | Rated | 23.9 | 1403 | — | 2 / 90 / 22 | 114 / 114 | 57 | 90 | 0 / 1 | First try · 2026-07-02 |
| E-251b5d53a5f89562 | Kimi K2.7 Code | Reasoning enabled | Rated | 60.2 | 1723 | — | 45 / 4 / 11 | 60 / 60 | 30 | 4 | 0 / 1 | Repaired · 2026-07-02 |
| E-151c4ee6a2d1838e | Kimi K3 | High | Rated | 23.6 | 1413 | — | 2 / 43 / 17 | 62 / 62 | 31 | 43 | 0 / 1 | First try · 2026-07-24 |
| E-3e1be56b9d966ded | Kimi K3 | Low | Rated | 71.0 | 1818 | — | 49 / 0 / 3 | 52 / 52 | 26 | 0 | 0 / 1 | First try · 2026-07-24 |
| E-506d972b5c69a00d | Nex N2 Pro | Reasoning disabled | Rated | 27.1 | 1431 | — | 0 / 94 / 14 | 108 / 108 | 53 | 94 | 0 / 1 | Repaired · 2026-07-11 |
| E-92332f4d765b2297 | Nex N2 Pro | Reasoning enabled | Rated | 0.0 | 1214 | — | 4 / 9 / 49 | 62 / 62 | 31 | 9 | 0 / 1 | Repaired · 2026-07-02 |
| E-15cf0dede27b7e1b | Nemotron 3 Ultra 550B A55B | Medium | Rated | 28.3 | 1441 | — | 9 / 72 / 27 | 108 / 108 | 54 | 72 | 0 / 1 | Repaired · 2026-07-02 |
| E-2e3c01d0103fc439 | Nemotron 3 Ultra 550B A55B | High | Rated | 17.3 | 1364 | — | 4 / 27 / 23 | 54 / 54 | 27 | 27 | 0 / 1 | Repaired · 2026-07-11 |
| E-8c24e8bcbe9b1228 | Nemotron 3 Ultra 550B A55B | High | Rated | 17.1 | 1362 | — | 4 / 27 / 23 | 54 / 54 | 27 | 27 | 0 / 1 | First try · 2026-07-02 |
| E-ada32b27ea6ffedd | Nemotron 3 Ultra 550B A55B | Reasoning disabled | Rated | 28.6 | 1449 | — | 1 / 76 / 5 | 82 / 82 | 41 | 76 | 0 / 1 | First try · 2026-07-02 |
| E-2270b9df7d2b32cc | O3 | High | Rated | 62.2 | 1744 | — | 41 / 0 / 11 | 52 / 52 | 26 | 0 | 0 / 1 | First try · 2026-07-03 |
| E-335ae90fdc702bd6 | O3 | Low | Rated | 28.3 | 1460 | — | 1 / 43 / 4 | 48 / 48 | 24 | 43 | 0 / 1 | First try · 2026-07-21 |
| E-35de956c8305ff90 | O3 | Medium | Rated | 31.6 | 1466 | — | 29 / 63 / 32 | 124 / 124 | 62 | 63 | 0 / 1 | First try · 2026-07-02 |
| E-9fbb8e6c69f575f4 | O3 | High | Rated | 14.9 | 1344 | — | 2 / 29 / 21 | 52 / 52 | 26 | 29 | 0 / 1 | First try · 2026-07-03 |
| E-afa6c09eebc859c4 | O3 | High | Rated | 19.5 | 1383 | — | 4 / 27 / 21 | 52 / 52 | 26 | 27 | 0 / 1 | First try · 2026-07-02 |
| E-24a75273941e6ea3 | GPT-OSS 120B | High | Rated | 16.6 | 1358 | — | 3 / 29 / 22 | 54 / 54 | 27 | 29 | 0 / 1 | Repaired · 2026-07-02 |
| E-6e65dec497ff2de3 | GPT-OSS 120B | Medium | Rated | 29.0 | 1445 | — | 9 / 86 / 23 | 118 / 118 | 59 | 86 | 0 / 1 | Repaired · 2026-07-02 |
| E-f6e9da46c61ad315 | GPT-OSS 120B | Low | Rated | 20.2 | 1389 | — | 3 / 32 / 17 | 52 / 52 | 26 | 32 | 0 / 1 | First try · 2026-07-21 |
| E-0fab95afbec0dd98 | Laguna S 2.1 | Enabled | Rated | 25.6 | 1440 | — | 3 / 32 / 9 | 44 / 44 | 22 | 32 | 0 / 1 | First try · 2026-07-24 |
| E-4030acdbccf3ca03 | Laguna S 2.1 | None | Rated | 26.1 | 1422 | — | 3 / 96 / 13 | 112 / 112 | 53 | 96 | 0 / 1 | Repaired · 2026-07-24 |
| E-e90a3ce84847ba43 | Laguna S 2.1 | None | Rated | 26.5 | 1425 | — | 3 / 93 / 16 | 112 / 112 | 53 | 93 | 0 / 1 | First try · 2026-07-24 |
| E-f72c72b8f264c57a | Laguna S 2.1 | Enabled | Rated | 25.4 | 1437 | — | 1 / 35 / 8 | 44 / 44 | 22 | 35 | 0 / 1 | First try · 2026-07-24 |
| E-64624689e7cbd439 | Qwen3.7 Max | Reasoning enabled | Rated | 25.5 | 1426 | — | 5 / 48 / 19 | 72 / 72 | 36 | 48 | 0 / 1 | Repaired · 2026-07-02 |
| E-a667eb7d15f7f43e | Qwen3.7 Max | Reasoning disabled | Rated | 25.4 | 1416 | — | 4 / 74 / 30 | 108 / 108 | 53 | 74 | 0 / 1 | First try · 2026-07-02 |
| E-6c2a9942e92223c8 | Qwen3.7 Plus | Reasoning enabled | Rated | 26.0 | 1429 | — | 0 / 58 / 18 | 76 / 76 | 38 | 58 | 0 / 1 | First try · 2026-07-02 |
| E-8b265019ada47f24 | Step 3.7 Flash | High | Rated | 17.4 | 1365 | — | 1 / 32 / 21 | 54 / 54 | 27 | 32 | 0 / 1 | Repaired · 2026-07-02 |
| E-c38fe2712e69333b | Step 3.7 Flash | Low | Rated | 19.3 | 1382 | — | 0 / 37 / 15 | 52 / 52 | 26 | 37 | 0 / 1 | First try · 2026-07-21 |
| E-56487337fad4192f | Hy3 Preview | None | Rated | 27.8 | 1436 | — | 3 / 88 / 21 | 112 / 112 | 54 | 88 | 0 / 1 | First try · 2026-07-02 |
| E-81a5e5ef15f371dc | Hy3 Preview | High | Rated | 28.4 | 1457 | — | 18 / 12 / 24 | 54 / 54 | 27 | 12 | 0 / 1 | First try · 2026-07-02 |
| E-68669040dc891a7d | Inkling | None | Rated | 63.3 | 1735 | — | 68 / 7 / 37 | 112 / 112 | 54 | 7 | 0 / 1 | Repaired · 2026-07-24 |
| E-9f74dab09049a473 | Inkling | Medium | Rated | 27.4 | 1442 | — | 4 / 55 / 12 | 71 / 71 | 36 | 55 | 0 / 1 | First try · 2026-07-24 |
| E-d21921560d198b28 | Inkling | Max | Rated | 13.7 | 1333 | — | 2 / 24 / 28 | 54 / 54 | 27 | 24 | 0 / 1 | Repaired · 2026-07-24 |
| E-707dd709e358a173 | Grok 4.5 | High | Rated | 68.6 | 1800 | — | 42 / 0 / 6 | 48 / 48 | 24 | 0 | 0 / 1 | First try · 2026-07-24 |
| E-73422318071a105c | Grok 4.5 | Medium | Rated | 80.5 | 1882 | — | 87 / 1 / 14 | 102 / 102 | 51 | 1 | 0 / 1 | First try · 2026-07-24 |
| E-b914d026c7631fcb | Grok 4.5 | Low | Rated | 65.8 | 1774 | — | 44 / 0 / 8 | 52 / 52 | 26 | 0 | 0 / 1 | First try · 2026-07-24 |
| E-3e2fe948d2bcebb0 | Grok Build 0.1 | Reasoning enabled | Rated | 24.9 | 1421 | — | 5 / 50 / 15 | 70 / 70 | 35 | 50 | 0 / 1 | Repaired · 2026-07-02 |
| E-5f664f9580459829 | MiMo-V2.5 | High | Rated | 26.6 | 1435 | — | 2 / 69 / 3 | 74 / 74 | 37 | 69 | 0 / 1 | Repaired · 2026-07-02 |
| E-650d06103e7fa176 | MiMo-V2.5 | Reasoning enabled | Rated | 35.3 | 1508 | — | 15 / 42 / 15 | 72 / 72 | 36 | 42 | 0 / 1 | Repaired · 2026-07-03 |
| E-b5eb7da0f5021b69 | MiMo-V2.5 | Reasoning enabled | Rated | 9.6 | 1297 | — | 1 / 25 / 32 | 58 / 58 | 29 | 25 | 0 / 1 | Repaired · 2026-07-02 |
| E-cabbf604f15eb575 | MiMo-V2.5 | Reasoning disabled | Rated | 16.9 | 1347 | — | 2 / 58 / 34 | 94 / 94 | 47 | 58 | 0 / 1 | First try · 2026-07-02 |
| E-d51fce0298267f96 | MiMo-V2.5 | Reasoning disabled | Rated | 26.2 | 1427 | — | 2 / 72 / 16 | 90 / 90 | 45 | 72 | 0 / 1 | First try · 2026-07-01 |
| E-bd1bb7ac29877b8f | MiMo-V2.5-Pro | Reasoning enabled | Rated | 15.8 | 1348 | — | 2 / 37 / 23 | 62 / 62 | 31 | 37 | 0 / 1 | Repaired · 2026-07-02 |
| E-6a361d88d8c1fb48 | GLM-5.2 | Reasoning disabled | Rated | 26.3 | 1431 | — | 3 / 62 / 13 | 78 / 78 | 39 | 62 | 0 / 1 | First try · 2026-07-11 |
| E-97efd9455394f6d7 | GLM-5.2 | Reasoning disabled | Rated | 64.2 | 1754 | — | 50 / 0 / 18 | 68 / 68 | 34 | 0 | 0 / 1 | Repaired · 2026-07-02 |
| E-da1e9a6be31e371f | GLM-5.2 | High | Rated | 25.8 | 1428 | — | 1 / 62 / 11 | 74 / 74 | 37 | 62 | 0 / 1 | Repaired · 2026-07-11 |