Name: DuelLab GameBench 2 public release gb2-20260824-e05a1ff89a26
Creator: DuelLab
License: https://creativecommons.org/licenses/by/4.0/

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.

Reasoning level: Reasoning Variants Game: GB2-08: Tumbleweed

GB2-08: Tumbleweed - Reasoning Variants
Rank	Model	Reasoning	Score	Raw Elo	W / D / L	Uncertainty
1	Claude Fable 5	XHigh	100.0	2039.8	87 / 1 / 4	8.1
2	Kimi K3	Low	98.9	2018.0	165 / 0 / 7	0.0
3	Grok 4.5	High	91.3	1945.9	148 / 2 / 20	0.0
4	Grok 4.5	Medium	87.2	1917.1	80 / 1 / 13	7.5
5	Grok 4.5	Low	85.5	1890.8	142 / 0 / 26	0.0
6	Claude Opus 4.5	Medium	84.3	1878.7	140 / 2 / 26	0.0
7	Claude Opus 5	Medium	84.1	1888.4	156 / 0 / 26	8.4
8	Claude Sonnet 5	XHigh	83.6	1883.3	77 / 0 / 13	8.7
9	GPT-5.6 Sol	XHigh	81.0	1857.8	75 / 0 / 17	8.1
10	GPT-5.6 Sol	None	75.1	1801.6	69 / 10 / 13	8.1
11	Claude Fable 5	Medium	74.2	1794.8	72 / 0 / 12	10.5
12	Claude Opus 4.8	None	73.8	1792.9	58 / 0 / 20	12.5
13	GPT-5.5	XHigh	73.8	1788.8	58 / 12 / 22	8.1
14	Claude Opus 5	XHigh	72.3	1777.8	119 / 0 / 39	12.2
15	Gemini 3.6 Flash	Medium	71.2	1755.9	88 / 21 / 33	0.0
16	Claude Opus 4.8	XHigh	70.2	1756.3	63 / 0 / 23	9.9
17	Claude Opus 4.5	None	70.1	1757.3	57 / 3 / 18	12.5
18	Inkling	None	69.0	1741.3	61 / 7 / 32	6.0
19	Claude Opus 5	None	67.7	1724.8	190 / 14 / 54	3.0
20	Muse Spark 1.2	Medium	64.1	1696.9	55 / 16 / 19	8.7
21	Kimi K2.7 Code	Enabled	63.1	1688.7	49 / 8 / 27	10.5
22	Claude Opus 4.5	Historical	60.1	1666.7	59 / 21 / 48	18.4
23	Muse Spark 1.2	Minimal	59.4	1652.4	53 / 4 / 33	8.7
24	GPT-5.6 Sol	Medium	59.4	1652.2	53 / 20 / 17	8.7
25	GPT-5.4	XHigh	59.0	1649.4	52 / 11 / 23	9.9
26	GPT-5.5	Medium	55.4	1612.4	35 / 42 / 21	6.5
27	Qwen3.8 Max	Medium	52.2	1632.7	11 / 5 / 2	71.0
28	GPT-5.6 Terra	XHigh	51.5	1577.3	43 / 13 / 30	9.9
29	GPT-5.4 Nano	Medium	51.1	1574.6	67 / 46 / 53	10.8
30	Gemini 3.6 Flash	High	50.9	1561.7	115 / 97 / 86	0.0
31	GLM-5.2	None	50.2	1571.8	45 / 54 / 29	18.5
32	O3	High	45.3	1507.7	130 / 187 / 137	0.0
33	DeepSeek V4 Pro	None	45.2	1515.1	8 / 73 / 15	7.0
34	Ox Alpha	Max	44.5	1570.5	25 / 10 / 7	85.3
35	Minimax M3	None	44.0	1506.5	36 / 5 / 43	10.5
36	MiMo-V2.5	Reasoning	43.1	1496.2	20 / 44 / 26	8.7
37	GPT-5.4 Nano	None	43.1	1497.1	43 / 86 / 43	10.2
38	Claude Sonnet 5	None	41.5	1482.1	25 / 34 / 27	9.9
39	GPT-5.4	Medium	41.5	1478.0	27 / 53 / 23	5.3
40	Qwen3.8 Max	Minimal	41.5	1535.5	3 / 13 / 0	77.5
41	Hy3 Preview	High	41.1	1476.2	31 / 26 / 37	7.5
42	O3	Medium	41.0	1471.6	28 / 57 / 27	3.3
43	GPT-5.6 Terra	Medium	40.7	1472.2	18 / 48 / 30	7.0
44	Gemini 3.1 Flash Lite	Medium	37.0	1432.5	36 / 37 / 45	2.1
45	Ox Alpha	High	36.8	1497.4	12 / 17 / 13	85.3
46	GPT-5.4 Mini	Medium	36.4	1429.5	33 / 37 / 34	5.0
47	Qwen3.7 Max	Enabled	36.3	1427.2	9 / 71 / 28	4.1
48	GPT-5.5	None	36.3	1429.4	3 / 76 / 17	7.0
49	GPT-OSS 120B	Medium	36.2	1426.3	9 / 79 / 20	4.1
50	Hy3 Preview	None	36.0	1425.0	3 / 83 / 20	4.6
51	GPT 5	High	35.9	1425.2	15 / 59 / 28	5.5
52	Nemotron 3 Ultra 550B A55B	None	35.8	1430.8	1 / 68 / 3	14.8
53	Gemma 4 31B	None	35.5	1419.9	3 / 82 / 21	4.6
54	Qwen3.7 Plus	Enabled	35.3	1417.7	0 / 88 / 18	4.6
55	Minimax M3	Enabled	35.2	1417.7	7 / 81 / 16	5.0
56	Nemotron 3 Ultra 550B A55B	Medium	35.0	1417.7	9 / 65 / 22	7.0
57	DeepSeek V4 Flash	None	35.0	1416.8	4 / 80 / 16	6.0
58	Inkling Small	Max	34.7	1468.6	0 / 16 / 1	74.1
59	Grok Build 0.1	Enabled	34.6	1412.9	6 / 81 / 13	6.0
60	GLM-5.2	Medium	34.6	1422.0	1 / 55 / 10	17.3
61	Nex N2 Pro	None	34.2	1409.5	0 / 87 / 11	6.5
62	Claude Opus 4.8	Medium	34.1	1408.5	5 / 75 / 18	6.5
63	GPT 4.1	None	34.1	1407.8	11 / 72 / 15	6.5
64	GPT-OSS 120B	High	33.9	1409.9	3 / 61 / 18	11.1
65	North Mini Code	None	33.9	1403.7	4 / 86 / 20	3.7
66	Nemotron 3 Ultra 550B A55B	High	33.8	1408.6	11 / 120 / 41	10.0
67	DeepSeek V4 Flash	XHigh	33.8	1406.8	1 / 69 / 22	8.1
68	GPT-5.4 Mini	None	33.5	1407.8	0 / 66 / 12	12.5
69	DeepSeek V4 Flash	Medium	33.5	1409.5	4 / 128 / 12	14.8
70	Qwen3.8 Max	XHigh	33.4	1453.4	2 / 12 / 4	71.0
71	Inkling Small	Medium	33.3	1460.1	0 / 12 / 3	81.2
72	MiMo-V2.5	High	33.1	1405.6	2 / 65 / 3	15.6
73	DeepSeek V4 Pro	XHigh	33.0	1403.0	2 / 55 / 19	13.2
74	MiMo-V2.5	Reasoning	32.4	1396.0	0 / 66 / 14	11.8
75	Kimi K3	High	32.3	1380.0	12 / 129 / 43	0.0
76	LongCat 2.0	None	32.3	1389.5	6 / 181 / 21	5.0
77	Gemini 3.1 Flash Lite	High	32.2	1391.3	4 / 66 / 22	8.1
78	GPT-5.6 Terra	None	32.2	1391.9	2 / 64 / 22	9.2
79	Inkling Small	None	32.2	1452.7	0 / 10 / 4	85.3
80	Laguna S 2.1	None	32.1	1387.6	6 / 179 / 29	4.4
81	Step 3.7 Flash	High	32.0	1392.7	0 / 63 / 17	11.8
82	MiMo-V2.5-Pro	Enabled	31.4	1385.0	2 / 66 / 20	9.2
83	Claude Sonnet 5	Medium	31.3	1384.2	7 / 52 / 29	9.2
84	Ling 3.0 Flash	None	31.3	1374.3	5 / 244 / 35	0.0
85	Qwen3.7 Max	None	31.1	1379.5	2 / 66 / 30	6.5
86	LongCat 2.0	Enabled	31.0	1370.9	60 / 95 / 150	0.0
87	Gemini 3.6 Flash	Minimal	30.5	1364.2	16 / 226 / 92	0.0
88	Mistral Medium 3.5	None	30.1	1368.3	1 / 87 / 18	4.6
89	GPT-5.4	None	30.0	1369.5	5 / 55 / 35	7.3
90	Laguna S 2.1	Enabled	29.6	1355.6	14 / 224 / 94	0.0
91	Gemini 3.5 Flash Lite	Minimal	29.0	1350.4	14 / 225 / 92	0.0
92	GPT 5	Medium	28.8	1362.3	7 / 51 / 20	12.5
93	Gemini 3.5 Flash	Medium	28.6	1360.7	0 / 60 / 18	12.5
94	O3	Low	28.5	1346.5	5 / 105 / 47	0.0
95	Claude Opus 4.5	High	28.3	1343.0	17 / 93 / 68	0.0
96	Inkling	Max	27.9	1339.1	2 / 101 / 67	0.0
97	North Mini Code	Enabled	27.9	1370.0	0 / 71 / 19	33.2
98	Gemini 3.5 Flash Lite	Medium	27.2	1334.2	13 / 209 / 90	0.0
99	Gemini 3.5 Flash Lite	High	26.8	1329.9	6 / 100 / 56	0.0
100	Inkling	Medium	26.6	1329.0	11 / 92 / 50	0.0
101	Ox Alpha	Low	26.4	1398.1	0 / 11 / 17	85.3
102	GPT-5.6 Luna	Medium	25.1	1323.7	3 / 55 / 32	8.7
103	GPT-5.6 Luna	XHigh	24.2	1316.0	2 / 51 / 35	9.2
104	Gemini 3.5 Flash	High	24.2	1316.0	0 / 57 / 29	9.9
105	MiMo-V2.5	Reasoning	23.7	1311.6	2 / 54 / 30	9.9
106	Step 3.7 Flash	Low	22.8	1292.5	0 / 99 / 51	0.0
107	GPT-OSS 120B	Low	20.5	1270.6	3 / 89 / 58	0.0
108	MiMo-V2.5	Medium	20.1	1277.9	2 / 40 / 40	11.1
109	Nex N2 Pro	Enabled	13.7	1217.2	7 / 13 / 60	11.8
110	GPT-5.6 Luna	None	0.0	1083.9	4 / 12 / 74	8.7

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.

Search model Reasoning Status Sort Showing 137 player programs.

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	2040	—	87 / 1 / 4	92 / 92	43	1	0 / 1	Repaired · 2026-07-02
E-9ccf296d44d35675	Claude Fable 5	Medium	Rated	74.2	1795	—	72 / 0 / 12	84 / 84	41	0	0 / 1	First try · 2026-07-02
E-01b57d5e6655f927	Claude Opus 4.5	Thinking field omitted	Rated	70.1	1757	—	57 / 3 / 18	78 / 78	39	3	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	84.3	1879	—	140 / 2 / 26	168 / 168	69	2	0 / 1	First try · 2026-07-21
E-877eec51affacb3a	Claude Opus 4.5	High effort + 32,000 thinking tokens	Rated	28.3	1343	—	17 / 93 / 68	178 / 178	61	93	0 / 1	First try · 2026-07-21
E-22dc6fe5ae5fb8b1	Claude Opus 4.8	XHigh	Rated	70.2	1756	—	63 / 0 / 23	86 / 86	41	0	0 / 1	First try · 2026-07-03
E-c2dade0b97891d8a	Claude Opus 4.8	Medium	Rated	34.1	1409	—	5 / 75 / 18	98 / 98	48	75	0 / 1	First try · 2026-07-02
E-c9d7578e8375d994	Claude Opus 4.8	Thinking field omitted	Rated	73.8	1793	—	58 / 0 / 20	78 / 78	39	0	0 / 1	First try · 2026-07-02
E-35a5bf9b35d5e1e8	Claude Opus 5	Medium	Rated	76.2	1813	—	72 / 0 / 18	90 / 90	45	0	0 / 1	First try · 2026-07-25
E-43cc1c89fa5720b3	Claude Opus 5	Thinking disabled	Rated	79.9	1838	—	124 / 14 / 20	158 / 158	60	14	0 / 1	First try · 2026-07-25
E-5a7942274854aaa6	Claude Opus 5	Thinking disabled	Rated	55.4	1611	—	66 / 0 / 34	100 / 100	50	0	0 / 1	First try · 2026-07-25
E-a40851c4f03704e5	Claude Opus 5	XHigh	Rated	83.1	1882	—	65 / 0 / 13	78 / 78	33	0	0 / 1	First try · 2026-07-25
E-e73b6fb78880341d	Claude Opus 5	Medium	Rated	92.0	1964	—	84 / 0 / 8	92 / 92	46	0	0 / 1	First try · 2026-07-25
E-f5914ca845403384	Claude Opus 5	XHigh	Rated	61.4	1674	—	54 / 0 / 26	80 / 80	36	0	0 / 1	First try · 2026-07-25
E-01c56a1fc7407264	Claude Sonnet 5	Medium	Rated	31.3	1384	—	7 / 52 / 29	88 / 88	42	52	0 / 1	First try · 2026-08-09
E-c2e7d7e507756f84	Claude Sonnet 5	Thinking disabled	Rated	41.5	1482	—	25 / 34 / 27	86 / 86	42	34	0 / 1	First try · 2026-08-09
E-df0550ce48a0b895	Claude Sonnet 5	XHigh	Rated	83.6	1883	—	77 / 0 / 13	90 / 90	42	0	0 / 1	First try · 2026-08-09
E-c36a98e057c264eb	North Mini Code	Baseline track (legacy evidence incomplete)	Rated	33.9	1404	—	4 / 86 / 20	110 / 110	48	86	0 / 1	First try · 2026-07-11
E-efd7b75d5cd3b538	North Mini Code	Enabled	Rated	28.8	1368	—	0 / 44 / 16	60 / 60	30	44	0 / 1	First try · 2026-07-02
E-4375cf96eeb624e2	DeepSeek V4 Flash	Reasoning disabled	Rated	35.0	1417	—	4 / 80 / 16	100 / 100	48	80	0 / 1	Repaired · 2026-07-02
E-43aba68125a9abc5	DeepSeek V4 Flash	High	Rated	35.8	1431	—	2 / 63 / 7	72 / 72	36	63	0 / 1	First try · 2026-07-02
E-a7310645c3b96434	DeepSeek V4 Flash	XHigh	Rated	33.8	1407	—	1 / 69 / 22	92 / 92	46	69	0 / 1	Repaired · 2026-07-02
E-d28ef17ff6995c62	DeepSeek V4 Flash	High	Rated	31.3	1388	—	2 / 65 / 5	72 / 72	36	65	0 / 1	Repaired · 2026-07-01
E-3a5b5c4507a989d3	DeepSeek V4 Pro	XHigh	Rated	33.0	1403	—	2 / 55 / 19	76 / 76	37	55	0 / 1	Repaired · 2026-07-02
E-c296a7abab6975d7	DeepSeek V4 Pro	Reasoning disabled	Rated	45.2	1515	—	8 / 73 / 15	96 / 96	47	73	0 / 1	First try · 2026-07-02
E-b335c9f92035f80b	Gemini 3.1 Flash Lite	High	Rated	32.2	1391	—	4 / 66 / 22	92 / 92	45	66	0 / 1	Repaired · 2026-07-02
E-cc6fb78c96472032	Gemini 3.1 Flash Lite	Medium	Rated	37.0	1432	—	36 / 37 / 45	118 / 118	59	37	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	28.6	1361	—	0 / 60 / 18	78 / 78	39	60	0 / 1	Repaired · 2026-07-02
E-fa332e578ae97122	Gemini 3.5 Flash	High	Rated	24.2	1316	—	0 / 57 / 29	86 / 86	43	57	0 / 1	Repaired · 2026-07-02
E-284d554eca16e6f6	Gemini 3.5 Flash Lite	Minimal	Rated	29.5	1355	—	7 / 112 / 47	166 / 166	61	112	0 / 1	First try · 2026-07-24
E-2a14d2f80ade1bda	Gemini 3.5 Flash Lite	High	Rated	26.8	1330	—	6 / 100 / 56	162 / 162	58	100	0 / 2	First try · 2026-07-24
E-2f2aa5b1beafd6e6	Gemini 3.5 Flash Lite	Medium	Rated	26.8	1330	—	7 / 109 / 44	160 / 160	60	109	0 / 1	First try · 2026-07-24
E-9b50de854a87d3c6	Gemini 3.5 Flash Lite	Medium	Rated	27.6	1339	—	6 / 100 / 46	152 / 152	56	100	0 / 1	First try · 2026-07-24
E-af119b49b8f1d63d	Gemini 3.5 Flash Lite	Minimal	Rated	28.6	1346	—	7 / 113 / 45	165 / 165	60	113	0 / 1	First try · 2026-07-24
E-620b5ca2bcd82419	Gemini 3.6 Flash	High	Rated	72.9	1771	—	107 / 18 / 25	150 / 150	58	18	0 / 1	First try · 2026-07-24
E-657c523bc9e9f80c	Gemini 3.6 Flash	Minimal	Rated	31.0	1369	—	7 / 111 / 48	166 / 166	61	111	0 / 1	Repaired · 2026-07-24
E-ab7ee826f8050f04	Gemini 3.6 Flash	Medium	Rated	71.2	1756	—	88 / 21 / 33	142 / 142	59	21	0 / 1	First try · 2026-07-24
E-c694a36a5e4e3f09	Gemini 3.6 Flash	Minimal	Rated	30.0	1359	—	9 / 115 / 44	168 / 168	62	115	0 / 1	First try · 2026-07-24
E-efad9f3f4e9183a0	Gemini 3.6 Flash	High	Rated	29.0	1352	—	8 / 79 / 61	148 / 148	58	79	0 / 1	First try · 2026-07-24
E-8546650b7690a81a	Gemma 4 31B	Reasoning disabled	Rated	35.5	1420	—	3 / 82 / 21	106 / 106	51	82	0 / 1	First try · 2026-07-02
E-eabc996d553eebe0	GPT 4.1	None	Rated	34.1	1408	—	11 / 72 / 15	98 / 98	46	72	0 / 1	First try · 2026-07-02
E-04ae9f2b42e0e036	GPT 5	Medium	Rated	28.8	1362	—	7 / 51 / 20	78 / 78	37	51	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	35.9	1425	—	15 / 59 / 28	102 / 102	51	59	0 / 1	First try · 2026-07-02
E-07ad6c481bf678a2	GPT-5.4	None	Rated	30.0	1370	—	5 / 55 / 35	95 / 95	42	55	0 / 1	Repaired · 2026-08-09
E-431ff31b9cd599e1	GPT-5.4	XHigh	Rated	59.0	1649	—	52 / 11 / 23	86 / 86	42	11	0 / 1	First try · 2026-08-09
E-6b601c15cf117b79	GPT-5.4	Medium	Rated	41.5	1478	—	27 / 53 / 23	103 / 103	47	53	0 / 1	First try · 2026-08-09
E-b5171a15f0048555	GPT-5.4 Mini	Medium	Rated	36.4	1429	—	33 / 37 / 34	104 / 104	49	37	0 / 1	First try · 2026-07-02
E-bb8ac98c284a38ce	GPT-5.4 Mini	None	Rated	33.5	1408	—	0 / 66 / 12	78 / 80	39	66	2 / 1	First try · 2026-07-02
E-024aff0a983df40d	GPT-5.4 Nano	None	Rated	31.4	1383	—	0 / 82 / 16	98 / 98	48	82	0 / 1	First try · 2026-07-09
E-26fa12e871bd8f3a	GPT-5.4 Nano	Medium	Rated	25.5	1330	—	4 / 46 / 32	82 / 82	40	46	0 / 1	Repaired · 2026-07-02
E-e361d8cbba2abd67	GPT-5.4 Nano	Medium	Rated	76.8	1819	—	63 / 0 / 21	84 / 84	41	0	0 / 1	Repaired · 2026-07-09
E-fd5a36e5fd795426	GPT-5.4 Nano	None	Rated	54.7	1611	—	43 / 4 / 27	74 / 74	37	4	0 / 1	Repaired · 2026-07-02
E-0d83a3c5c5e66085	GPT-5.5	Medium	Rated	55.4	1612	—	35 / 42 / 21	98 / 98	48	42	0 / 1	First try · 2026-07-02
E-3e859a6b27767128	GPT-5.5	XHigh	Rated	73.8	1789	—	58 / 12 / 22	92 / 92	42	12	0 / 1	First try · 2026-07-02
E-c42fbee03a029c83	GPT-5.5	None	Rated	36.3	1429	—	3 / 76 / 17	96 / 96	46	76	0 / 1	First try · 2026-07-02
E-283f17e4d25ffd65	GPT-5.6 Luna	Medium	Rated	25.1	1324	—	3 / 55 / 32	90 / 90	42	55	0 / 1	First try · 2026-08-09
E-b761803f2b99649c	GPT-5.6 Luna	None	Rated	0.0	1084	—	4 / 12 / 74	90 / 90	43	12	0 / 1	First try · 2026-08-09
E-ca2978e1aca13fec	GPT-5.6 Luna	XHigh	Rated	24.2	1316	—	2 / 51 / 35	88 / 88	42	51	0 / 1	First try · 2026-08-09
E-55079a10c13f4211	GPT-5.6 Sol	Medium	Rated	59.4	1652	—	53 / 20 / 17	90 / 90	42	20	0 / 1	First try · 2026-08-09
E-58adff67f80afed1	GPT-5.6 Sol	XHigh	Rated	81.0	1858	—	75 / 0 / 17	92 / 92	42	0	0 / 1	First try · 2026-08-09
E-9c0688f3432e6295	GPT-5.6 Sol	None	Rated	75.1	1802	—	69 / 10 / 13	92 / 92	42	10	0 / 1	First try · 2026-08-09
E-44cace55a6126cdf	GPT-5.6 Terra	None	Rated	32.2	1392	—	2 / 64 / 22	88 / 90	44	64	2 / 1	First try · 2026-07-10
E-b061663dc342c859	GPT-5.6 Terra	XHigh	Rated	51.5	1577	—	43 / 13 / 30	86 / 86	42	13	0 / 1	Repaired · 2026-07-10
E-d004e78844cdd202	GPT-5.6 Terra	Medium	Rated	40.7	1472	—	18 / 48 / 30	96 / 96	47	48	0 / 1	First try · 2026-07-10
E-11d1ae7d9526f835	Ling 3.0 Flash	Baseline track (legacy evidence incomplete)	Rated	31.9	1381	—	0 / 126 / 14	140 / 144	52	126	0 / 1	First try · 2026-07-24
E-28bcc8394e411616	Ling 3.0 Flash	Baseline track (legacy evidence incomplete)	Rated	30.6	1368	—	5 / 118 / 21	144 / 144	55	118	0 / 1	Repaired · 2026-07-24
E-87d69837bf65e78b	LongCat 2.0	None	Rated	30.9	1376	—	1 / 93 / 10	104 / 104	49	93	0 / 1	First try · 2026-07-24
E-d724da56cbc06da7	LongCat 2.0	Enabled	Rated	5.3	1124	—	1 / 46 / 117	164 / 164	59	46	0 / 1	First try · 2026-07-24
E-df8e0fab4bf8bb33	LongCat 2.0	None	Rated	33.6	1403	—	5 / 88 / 11	104 / 104	49	88	0 / 1	First try · 2026-07-24
E-ef389910f6cc07cc	LongCat 2.0	Enabled	Rated	56.7	1618	—	59 / 49 / 33	141 / 141	58	49	0 / 1	First try · 2026-07-24
E-20b4e41aba8e4f47	Muse Spark 1.2	Minimal	Rated	59.4	1652	—	53 / 4 / 33	90 / 90	42	4	0 / 1	First try · 2026-08-13
E-502a038b3a2d63ef	Muse Spark 1.2	Medium	Rated	64.1	1697	—	55 / 16 / 19	90 / 90	42	16	0 / 1	First try · 2026-08-13
E-d169e7b29be70652	Minimax M3	Reasoning enabled	Rated	35.2	1418	—	7 / 81 / 16	104 / 104	47	81	0 / 1	Repaired · 2026-07-02
E-e67e41d4491d7ad3	Minimax M3	Reasoning disabled	Rated	44.0	1506	—	36 / 5 / 43	84 / 84	42	5	0 / 1	First try · 2026-07-02
E-ba85be2fa53925f5	Mistral Medium 3.5	None	Rated	30.1	1368	—	1 / 87 / 18	106 / 106	53	87	0 / 1	First try · 2026-07-02
E-251b5d53a5f89562	Kimi K2.7 Code	Reasoning enabled	Rated	63.1	1689	—	49 / 8 / 27	84 / 84	39	8	0 / 1	Repaired · 2026-07-02
E-151c4ee6a2d1838e	Kimi K3	High	Rated	32.3	1380	—	12 / 129 / 43	184 / 184	71	129	0 / 1	First try · 2026-07-24
E-3e1be56b9d966ded	Kimi K3	Low	Rated	98.9	2018	—	165 / 0 / 7	172 / 172	67	0	0 / 1	First try · 2026-07-24
E-506d972b5c69a00d	Nex N2 Pro	Reasoning disabled	Rated	34.2	1410	—	0 / 87 / 11	98 / 98	48	87	0 / 1	Repaired · 2026-07-11
E-92332f4d765b2297	Nex N2 Pro	Reasoning enabled	Rated	13.7	1217	—	7 / 13 / 60	80 / 80	38	13	0 / 1	Repaired · 2026-07-02
E-15cf0dede27b7e1b	Nemotron 3 Ultra 550B A55B	Medium	Rated	35.0	1418	—	9 / 65 / 22	96 / 96	48	65	0 / 1	Repaired · 2026-07-02
E-2e3c01d0103fc439	Nemotron 3 Ultra 550B A55B	High	Rated	34.0	1409	—	8 / 62 / 22	92 / 92	45	62	0 / 1	Repaired · 2026-07-11
E-8c24e8bcbe9b1228	Nemotron 3 Ultra 550B A55B	High	Rated	33.7	1409	—	3 / 58 / 19	80 / 80	38	58	0 / 1	First try · 2026-07-02
E-ada32b27ea6ffedd	Nemotron 3 Ultra 550B A55B	Reasoning disabled	Rated	35.8	1431	—	1 / 68 / 3	72 / 72	36	68	0 / 1	First try · 2026-07-02
E-2270b9df7d2b32cc	O3	High	Rated	75.2	1794	—	114 / 1 / 35	150 / 150	58	1	0 / 1	First try · 2026-07-03
E-335ae90fdc702bd6	O3	Low	Rated	28.5	1347	—	5 / 105 / 47	157 / 157	61	105	0 / 1	First try · 2026-07-21
E-35de956c8305ff90	O3	Medium	Rated	41.0	1472	—	28 / 57 / 27	112 / 112	55	57	0 / 1	First try · 2026-07-02
E-9fbb8e6c69f575f4	O3	High	Rated	25.5	1319	—	6 / 82 / 56	144 / 144	58	82	0 / 1	First try · 2026-07-03
E-afa6c09eebc859c4	O3	High	Rated	35.2	1410	—	10 / 104 / 46	160 / 160	60	104	0 / 1	First try · 2026-07-02
E-24a75273941e6ea3	GPT-OSS 120B	High	Rated	33.9	1410	—	3 / 61 / 18	82 / 82	39	61	0 / 1	Repaired · 2026-07-02
E-6e65dec497ff2de3	GPT-OSS 120B	Medium	Rated	36.2	1426	—	9 / 79 / 20	108 / 108	51	79	0 / 1	Repaired · 2026-07-02
E-f6e9da46c61ad315	GPT-OSS 120B	Low	Rated	20.5	1271	—	3 / 89 / 58	150 / 150	62	89	0 / 1	First try · 2026-07-21
E-0fab95afbec0dd98	Laguna S 2.1	Enabled	Rated	29.1	1351	—	7 / 111 / 48	166 / 166	63	111	0 / 1	First try · 2026-07-24
E-4030acdbccf3ca03	Laguna S 2.1	None	Rated	31.7	1383	—	3 / 90 / 13	106 / 106	50	90	0 / 1	Repaired · 2026-07-24
E-e90a3ce84847ba43	Laguna S 2.1	None	Rated	32.6	1392	—	3 / 89 / 16	108 / 108	51	89	0 / 1	First try · 2026-07-24
E-f72c72b8f264c57a	Laguna S 2.1	Enabled	Rated	30.0	1360	—	7 / 113 / 46	166 / 166	63	113	0 / 1	First try · 2026-07-24
E-64624689e7cbd439	Qwen3.7 Max	Reasoning enabled	Rated	36.3	1427	—	9 / 71 / 28	108 / 108	50	71	0 / 1	Repaired · 2026-07-02
E-a667eb7d15f7f43e	Qwen3.7 Max	Reasoning disabled	Rated	31.1	1379	—	2 / 66 / 30	98 / 98	48	66	0 / 1	First try · 2026-07-02
E-6c2a9942e92223c8	Qwen3.7 Plus	Reasoning enabled	Rated	35.3	1418	—	0 / 88 / 18	106 / 106	50	88	0 / 1	First try · 2026-07-02
E-58e68aa5bf529b8a	Qwen3.8 Max	Medium	Limited data	52.2	1633	—	11 / 5 / 2	18 / 18	7	5	0 / 1	First try · 2026-08-08
E-e77a22943f077d4d	Qwen3.8 Max	Minimal	Limited data	41.5	1536	—	3 / 13 / 0	16 / 16	7	13	0 / 1	First try · 2026-08-08
E-eef649e110a96b98	Qwen3.8 Max	XHigh	Limited data	33.4	1453	—	2 / 12 / 4	18 / 18	8	12	0 / 1	First try · 2026-08-18
E-273045858e4a7f82	Ox Alpha	High	Rated	35.5	1484	—	3 / 7 / 4	14 / 14	7	7	0 / 1	First try · 2026-08-22
E-27b1ec2d9d5762a4	Ox Alpha	Max	Rated	54.9	1671	—	14 / 0 / 0	14 / 14	7	0	0 / 1	First try · 2026-08-22
E-4e4d3135cae0253d	Ox Alpha	Low	Rated	25.9	1393	—	0 / 5 / 9	14 / 14	7	5	0 / 1	First try · 2026-08-22
E-6b99e270ec28f9cf	Ox Alpha	Low	Rated	27.0	1403	—	0 / 6 / 8	14 / 14	7	6	0 / 1	First try · 2026-08-22
E-8094ab91b5be5ad0	Ox Alpha	High	Rated	43.7	1563	—	8 / 3 / 3	14 / 14	7	3	0 / 1	First try · 2026-08-22
E-a87ab54ca8c5ca34	Ox Alpha	High	Rated	31.3	1444	—	1 / 7 / 6	14 / 14	7	7	0 / 1	Repaired · 2026-08-22
E-ec8f506d56ff547e	Ox Alpha	Max	Rated	35.1	1481	—	3 / 7 / 4	14 / 14	7	7	0 / 1	First try · 2026-08-22
E-f84aa60bad19339a	Ox Alpha	Max	Rated	43.3	1560	—	8 / 3 / 3	14 / 14	7	3	0 / 1	First try · 2026-08-22
E-8b265019ada47f24	Step 3.7 Flash	High	Rated	32.0	1393	—	0 / 63 / 17	80 / 80	38	63	0 / 1	Repaired · 2026-07-02
E-c38fe2712e69333b	Step 3.7 Flash	Low	Rated	22.8	1293	—	0 / 99 / 51	150 / 150	62	99	0 / 1	First try · 2026-07-21
E-56487337fad4192f	Hy3 Preview	None	Rated	36.0	1425	—	3 / 83 / 20	106 / 106	51	83	0 / 1	First try · 2026-07-02
E-81a5e5ef15f371dc	Hy3 Preview	High	Rated	41.1	1476	—	31 / 26 / 37	94 / 94	46	26	0 / 1	First try · 2026-07-02
E-68669040dc891a7d	Inkling	None	Rated	69.0	1741	—	61 / 7 / 32	100 / 100	48	7	0 / 1	Repaired · 2026-07-24
E-9f74dab09049a473	Inkling	Medium	Rated	26.6	1329	—	11 / 92 / 50	153 / 153	58	92	0 / 1	First try · 2026-07-24
E-d21921560d198b28	Inkling	Max	Rated	27.9	1339	—	2 / 101 / 67	170 / 170	63	101	0 / 1	Repaired · 2026-07-24
E-888363fef76ee16a	Inkling Small	Max	Limited data	34.7	1469	—	0 / 16 / 1	17 / 17	8	16	0 / 1	Repaired · 2026-08-09
E-99211d414b6fcc51	Inkling Small	None	Limited data	32.2	1453	—	0 / 10 / 4	14 / 14	6	10	0 / 1	Repaired · 2026-08-09
E-9cd2fd1302bb65bd	Inkling Small	Medium	Limited data	33.3	1460	—	0 / 12 / 3	15 / 15	7	12	0 / 1	First try · 2026-08-09
E-707dd709e358a173	Grok 4.5	High	Rated	91.3	1946	—	148 / 2 / 20	170 / 170	64	2	0 / 1	First try · 2026-07-24
E-73422318071a105c	Grok 4.5	Medium	Rated	87.2	1917	—	80 / 1 / 13	94 / 94	47	1	0 / 1	First try · 2026-07-24
E-b914d026c7631fcb	Grok 4.5	Low	Rated	85.5	1891	—	142 / 0 / 26	168 / 168	69	0	0 / 1	First try · 2026-07-24
E-3e2fe948d2bcebb0	Grok Build 0.1	Reasoning enabled	Rated	34.6	1413	—	6 / 81 / 13	100 / 100	50	81	0 / 1	Repaired · 2026-07-02
E-5f664f9580459829	MiMo-V2.5	High	Rated	33.1	1406	—	2 / 65 / 3	70 / 70	35	65	0 / 1	Repaired · 2026-07-02
E-650d06103e7fa176	MiMo-V2.5	Reasoning enabled	Rated	43.1	1496	—	20 / 44 / 26	90 / 90	43	44	0 / 1	Repaired · 2026-07-03
E-b5eb7da0f5021b69	MiMo-V2.5	Reasoning enabled	Rated	20.1	1278	—	2 / 40 / 40	82 / 82	38	40	0 / 1	Repaired · 2026-07-02
E-cabbf604f15eb575	MiMo-V2.5	Reasoning disabled	Rated	23.7	1312	—	2 / 54 / 30	86 / 86	43	54	0 / 1	First try · 2026-07-02
E-d51fce0298267f96	MiMo-V2.5	Reasoning disabled	Rated	32.4	1396	—	0 / 66 / 14	80 / 80	40	66	0 / 1	First try · 2026-07-01
E-bd1bb7ac29877b8f	MiMo-V2.5-Pro	Reasoning enabled	Rated	31.4	1385	—	2 / 66 / 20	88 / 88	41	66	0 / 1	Repaired · 2026-07-02
E-6a361d88d8c1fb48	GLM-5.2	Reasoning disabled	Rated	34.3	1417	—	3 / 54 / 13	70 / 70	35	54	0 / 1	First try · 2026-07-11
E-97efd9455394f6d7	GLM-5.2	Reasoning disabled	Rated	66.1	1726	—	42 / 0 / 16	58 / 58	29	0	0 / 1	Repaired · 2026-07-02
E-da1e9a6be31e371f	GLM-5.2	High	Rated	34.6	1422	—	1 / 55 / 10	66 / 66	33	55	0 / 1	Repaired · 2026-07-11