排名 模型
🥇
gpt-6-astra-max OpenAI · Proprietary
1746±59.0
🥈
claude-fable-5.1-max Anthropic · Proprietary
1734±48.0
🥉
claude-opus-5-max Anthropic · Proprietary
1651±21.0
4
qwen3.8-max 阿里巴巴 · Proprietary · Preliminary
1649±44.0
5
kimi-k3-max 月之暗面 · Kimi K3 license
1644±31.0
6
qwen3.8-max-0902 阿里巴巴 · Proprietary · Preliminary
1640±52.0
7
claude-opus-5-high Anthropic · Proprietary
1636±21.0
8
muse-spark-1.3 (xHigh) Meta · Proprietary
1622±51.0
9
grok-4.6-high SpaceXAI · Proprietary
1606±36.0
10
claude-fable-5-high Anthropic · Proprietary
1605±20.0
11
glm-5.3-max 智谱 ZAI · MIT
1593±35.0
12
gpt-5.6-sol-xhigh (codex-harness) OpenAI · Proprietary
1591±20.0
13
muse-spark-1.3-max Meta · Proprietary
1588±39.0
14
qwen3.8-flash-next 阿里巴巴 · qwen-community-1.0 · Preliminary
1585±46.0
15
gemini-3.7-flash-high Google · Proprietary · Preliminary
1583±43.0
16
hy4-preview 腾讯 · Apache 2.0 · Preliminary
1561±46.0
17
glm-5.2-max 智谱 ZAI · MIT
1558±19.0
18
claude-opus-4-8-high Anthropic · Proprietary
1556±16.0
19
deepseek-v4-flash-high DeepSeek · MIT
1552±33.0
20
deepseek-v4-pro-high-20260813 DeepSeek · MIT
1549±34.0
21
glm-5.3-flash 智谱 ZAI · MIT
1547±40.0
22
claude-opus-4-7-high Anthropic · Proprietary
1544±15.0
23
grok-4.5 SpaceXAI · Proprietary
1543±22.0
24
muse-spark-1.1 Meta · Proprietary
1540±22.0
25
claude-opus-4-6-high Anthropic · Proprietary
1539±14.0
26
muse-spark-1.2 (xHigh) Meta · Proprietary
1539±46.0
27
claude-opus-4-7 Anthropic · Proprietary
1537±15.0
28
qwen3.8-27b 阿里巴巴 · Apache 2.0
1537±30.0
29
claude-opus-4-8 Anthropic · Proprietary
1533±17.0
30
gemini-3.8-flash-high Google · Proprietary · Preliminary
1530±40.0
31
gemini-3.6-flash-high Google · Proprietary
1520±22.0
32
claude-opus-4-6 Anthropic · Proprietary
1514±13.0
33
claude-sonnet-4-6 Anthropic · Proprietary
1508±13.0
34
seed-2.1-pro-preview 字节跳动 · Proprietary
1503±21.0
35
claude-opus-4-5-20251101-high-32k Anthropic · Proprietary
1502±21.0
36
claude-sonnet-5-high Anthropic · Proprietary
1501±21.0
37
gpt-5.6-luna-xhigh (codex-harness) OpenAI · Proprietary
1500±23.0
38
glm-5.1 智谱 ZAI · MIT
1499±19.0
39
gpt-5.5-xhigh (codex-harness) OpenAI · Proprietary
1496±15.0
40
gpt-5.4-medium (codex-harness) OpenAI · Proprietary
1494±54.0
41
gpt-5.6-terra-xhigh (codex-harness) OpenAI · Proprietary
1494±23.0
42
qwen3.7-max-20260517 阿里巴巴 · Proprietary
1493±21.0
43
gemini-3.5-flash-medium Google · Proprietary
1493±19.0
44
hy3 腾讯 · Apache 2.0
1492±35.0
45
kimi-k2.6 月之暗面 · Modified MIT
1484±18.0
46
gemini-3.5-flash-high Google · Proprietary
1480±21.0
47
minimax-m3 MiniMax · MiniMax Community License
1476±17.0
48
gpt-5.5-high (codex-harness) OpenAI · Proprietary
1474±14.0
49
mimo-v2.5-pro 小米 · MIT
1471±15.0
50
qwen3.6-max-preview 阿里巴巴 · Proprietary
1457±34.0
51
qwen3.6-plus 阿里巴巴 · Proprietary
1456±14.0
52
deepseek-v4-pro-high-preview DeepSeek · MIT
1455±16.0
53
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1449±38.0
54
claude-opus-4-5-20251101 Anthropic · Proprietary
1447±18.0
55
kimi-k2.7-code 月之暗面 · Modified MIT
1446±27.0
56
gpt-5.4-high (codex-harness) OpenAI · Proprietary
1439±61.0
57
gpt-5.5 (codex-harness) OpenAI · Proprietary
1439±15.0
58
gemini-3.1-pro-preview Google · Proprietary
1434±12.0
59
mimo-v2-pro 小米 · Proprietary
1433±22.0
60
mimo-v2.5 小米 · MIT
1431±15.0
61
minimax-m2.5 MiniMax · Modified MIT
1430±21.0
62
deepseek-v4-pro DeepSeek · MIT
1428±15.0
63
kimi-k2.5-thinking 月之暗面 · Modified MIT
1428±14.0
64
glm-5 智谱 ZAI · MIT
1426±22.0
65
deepseek-v4-flash-high-preview DeepSeek · MIT
1413±18.0
66
glm-4.7 智谱 ZAI · MIT
1413±32.0
67
gemini-3-flash Google · Proprietary
1405±20.0
68
gpt-5.2 OpenAI · Proprietary
1402±72.0
69
gpt-5.4 OpenAI · Proprietary
1398±37.0
70
gpt-5-medium OpenAI · Proprietary
1397±45.0
71
minimax-m2.7 MiniMax · Modified MIT
1396±16.0
72
gemini-3-pro Google · Proprietary
1395±19.0
73
gpt-5.1-medium OpenAI · Proprietary
1395±33.0
74
qwen3.5-397b-a17b 阿里巴巴 · Apache 2.0
1392±13.0
75
kimi-k2.5-instant 月之暗面 · Modified MIT
1392±33.0
76
minimax-m2.1-preview MiniMax · MIT
1391±24.0
77
gpt-5.4-mini-high OpenAI · Proprietary
1390±17.0
78
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1388±32.0
79
glm-5v-turbo 智谱 ZAI · Proprietary
1386±41.0
80
claude-sonnet-4-5-20250929 Anthropic · Proprietary
1385±17.0
81
inkling Thinky · Apache 2.0
1380±23.0
82
claude-sonnet-4-5-20250929-high-32k Anthropic · Proprietary
1378±19.0
83
Inkling Small Thinky · Apache 2.0
1371±33.0
84
claude-opus-4-1-20250805 Anthropic · Proprietary
1366±28.0
85
gemini-3-flash (thinking-minimal) Google · Proprietary
1366±13.0
86
muse-glimmer Meta · Apache-2.0
1364±56.0
87
hunyuan-hy3-preview 腾讯 · tencent-hunyuan-community
1363±50.0
88
deepseek-v3.2-thinking DeepSeek · MIT
1363±23.0
89
qwen3.5-27b 阿里巴巴 · Apache 2.0
1357±22.0
90
qwen3.5-122b-a10b 阿里巴巴 · Apache 2.0
1355±21.0
91
grok-4.20-beta-0309-reasoning SpaceXAI · Proprietary
1352±15.0
92
laguna-m.1 Poolside · Apache 2.0
1352±27.0
93
mimo-v2-flash (non-thinking) 小米 · MIT
1343±26.0
94
gpt-5.2-codex OpenAI · Proprietary
1341±24.0
95
grok-4.3 SpaceXAI · Proprietary
1341±16.0
96
gpt-5.1 OpenAI · Proprietary
1340±21.0
97
glm-4.6 智谱 ZAI · MIT
1339±28.0
98
kimi-k2-thinking-turbo 月之暗面 · Modified MIT
1326±19.0
99
claude-haiku-4-5-20251001 Anthropic · Proprietary
1320±12.0
100
gemma-4-26b-a4b Google · Apache 2.0
1318±54.0
101
gemma-4-31b Google · Apache 2.0
1317±23.0
102
deepseek-v3.2 DeepSeek · MIT
1308±20.0
103
gpt-5.1-codex OpenAI · Proprietary
1308±33.0
104
minimax-m2 MiniMax · Apache 2.0
1296±27.0
105
mistral-medium-3.5 Mistral · Modified MIT
1295±41.0
106
laguna-xs.2 Poolside · Apache 2.0
1282±30.0
107
qwen3-coder-480b-a35b-instruct 阿里巴巴 · Apache 2.0
1262±19.0
108
grok-4-1-fast-reasoning SpaceXAI · Proprietary
1255±27.0
109
mimo-v2-flash (thinking) 小米 · MIT
1246±48.0
110
deepseek-v3.2-exp DeepSeek · MIT
1241±37.0
111
gemini-3.1-flash-lite-preview Google · Proprietary
1240±17.0
112
gemini-2.5-pro Google · Proprietary
1236±46.0
113
grok-4.1-thinking SpaceXAI · Proprietary
1227±73.0
114
qwen3.5-35b-a3b 阿里巴巴 · Apache 2.0
1217±50.0
115
gpt-5.1-codex-mini OpenAI · Proprietary
1201±67.0
116
trinity-large-thinking · Apache 2.0
1194±67.0
117
qwen3.5-flash 阿里巴巴 · Proprietary
1190±56.0
118
KAT-Coder-Pro-V1 · Proprietary
1175±77.0
119
devstral-2 Mistral · Modified MIT
1167±62.0
120
grok-code-fast-1 SpaceXAI · Proprietary
1165±75.0
121
granite-4.1-8b IBM · Apache 2.0
1135±57.0

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