排名 模型
🥇
gpt-6-astra-max OpenAI · Proprietary
1827±39.0
🥈
claude-fable-5.1-max Anthropic · Proprietary
1815±35.0
🥉
kimi-k3-max 月之暗面 · Kimi K3 license
1723±28.0
4
claude-opus-5-max Anthropic · Proprietary
1713±15.0
5
qwen3.8-max 阿里巴巴 · Proprietary · Preliminary
1685±29.0
6
qwen3.8-max-0902 阿里巴巴 · Proprietary · Preliminary
1683±34.0
7
claude-opus-5-high Anthropic · Proprietary
1680±14.0
8
muse-spark-1.3-max Meta · Proprietary
1655±27.0
9
claude-fable-5-high Anthropic · Proprietary
1652±15.0
10
gpt-5.6-sol-xhigh (codex-harness) OpenAI · Proprietary
1651±14.0
11
qwen3.8-flash-next 阿里巴巴 · qwen-community-1.0 · Preliminary
1647±30.0
12
hy4-preview 腾讯 · Apache 2.0 · Preliminary
1636±33.0
13
glm-5.3-max 智谱 ZAI · MIT
1635±25.0
14
muse-spark-1.3 (xHigh) Meta · Proprietary
1628±34.0
15
grok-4.6-high SpaceXAI · Proprietary
1627±24.0
16
glm-5.3-flash 智谱 ZAI · MIT
1624±28.0
17
deepseek-v4.1-flash-max DeepSeek · MIT
1620±39.0
18
qwen3.8-27b 阿里巴巴 · Apache 2.0
1605±21.0
19
gemini-3.8-flash-high Google · Proprietary · Preliminary
1598±28.0
20
glm-5.2-max 智谱 ZAI · MIT
1594±14.0
21
gemini-3.7-flash-high Google · Proprietary · Preliminary
1587±26.0
22
deepseek-v4-pro-high-20260813 DeepSeek · MIT
1586±22.0
23
claude-opus-4-7-high Anthropic · Proprietary
1581±11.0
24
claude-opus-4-8-high Anthropic · Proprietary
1578±12.0
25
grok-4.5 SpaceXAI · Proprietary
1576±17.0
26
deepseek-v4-flash-high DeepSeek · MIT
1574±21.0
27
claude-opus-4-7 Anthropic · Proprietary
1573±10.0
28
claude-opus-4-6-high Anthropic · Proprietary
1562±10.0
29
muse-spark-1.1 Meta · Proprietary
1557±18.0
30
claude-opus-4-8 Anthropic · Proprietary
1556±12.0
31
claude-sonnet-5-high Anthropic · Proprietary
1552±15.0
32
claude-opus-4-6 Anthropic · Proprietary
1552±10.0
33
muse-spark-1.2 (xHigh) Meta · Proprietary
1549±31.0
34
gemini-3.6-flash-high Google · Proprietary
1544±17.0
35
qwen3.7-max-20260517 阿里巴巴 · Proprietary
1536±14.0
36
glm-5.1 智谱 ZAI · MIT
1536±14.0
37
gpt-5.5-xhigh (codex-harness) OpenAI · Proprietary
1533±11.0
38
claude-sonnet-4-6 Anthropic · Proprietary
1531±9.0
39
gpt-5.6-terra-xhigh (codex-harness) OpenAI · Proprietary
1530±17.0
40
gpt-5.6-luna-xhigh (codex-harness) OpenAI · Proprietary
1528±17.0
41
claude-opus-4-5-20251101-high-32k Anthropic · Proprietary
1522±14.0
42
seed-2.1-pro-preview 字节跳动 · Proprietary
1522±14.0
43
hy3 腾讯 · Apache 2.0
1512±25.0
44
kimi-k2.6 月之暗面 · Modified MIT
1511±13.0
45
gemini-3.5-flash-high Google · Proprietary
1505±15.0
46
gemini-3.5-flash-medium Google · Proprietary
1499±14.0
47
gpt-5.5-high (codex-harness) OpenAI · Proprietary
1496±10.0
48
minimax-m3 MiniMax · MiniMax Community License
1482±12.0
49
kimi-k2.7-code 月之暗面 · Modified MIT
1478±18.0
50
qwen3.6-max-preview 阿里巴巴 · Proprietary
1475±23.0
51
deepseek-v4-pro-high-preview DeepSeek · MIT
1474±12.0
52
claude-opus-4-5-20251101 Anthropic · Proprietary
1473±12.0
53
mimo-v2.5-pro 小米 · MIT
1471±10.0
54
gpt-5.4-high (codex-harness) OpenAI · Proprietary
1470±35.0
55
gpt-5.4-medium (codex-harness) OpenAI · Proprietary
1467±34.0
56
gpt-5.5 (codex-harness) OpenAI · Proprietary
1466±11.0
57
qwen3.6-plus 阿里巴巴 · Proprietary
1465±10.0
58
gemini-3.1-pro-preview Google · Proprietary
1455±9.0
59
gemini-3-pro Google · Proprietary
1452±13.0
60
deepseek-v4-pro DeepSeek · MIT
1451±12.0
61
mimo-v2.5 小米 · MIT
1448±11.0
62
glm-5 智谱 ZAI · MIT
1447±16.0
63
gemini-3-flash Google · Proprietary
1443±14.0
64
mimo-v2-pro 小米 · Proprietary
1442±15.0
65
deepseek-v4-flash-high-preview DeepSeek · MIT
1440±13.0
66
kimi-k2.5-thinking 月之暗面 · Modified MIT
1439±9.0
67
glm-4.7 智谱 ZAI · MIT
1438±22.0
68
gpt-5-medium OpenAI · Proprietary
1424±25.0
69
kimi-k2.5-instant 月之暗面 · Modified MIT
1420±24.0
70
claude-opus-4-1-20250805 Anthropic · Proprietary
1415±17.0
71
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1412±26.0
72
gpt-5.4-mini-high OpenAI · Proprietary
1410±12.0
73
gpt-5.4 OpenAI · Proprietary
1406±27.0
74
Inkling Small Thinky · Apache 2.0
1401±21.0
75
inkling Thinky · Apache 2.0
1400±16.0
76
qwen3.5-397b-a17b 阿里巴巴 · Apache 2.0
1398±9.0
77
gpt-5.2 OpenAI · Proprietary
1395±43.0
78
claude-sonnet-4-5-20250929-high-32k Anthropic · Proprietary
1395±13.0
79
gpt-5.1-medium OpenAI · Proprietary
1394±20.0
80
minimax-m2.7 MiniMax · Modified MIT
1392±11.0
81
gemini-3-flash (thinking-minimal) Google · Proprietary
1389±9.0
82
glm-5v-turbo 智谱 ZAI · Proprietary
1388±34.0
83
claude-sonnet-4-5-20250929 Anthropic · Proprietary
1388±12.0
84
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1382±21.0
85
grok-4.20-beta-0309-reasoning SpaceXAI · Proprietary
1379±11.0
86
minimax-m2.1-preview MiniMax · MIT
1375±16.0
87
muse-glimmer Meta · Apache-2.0
1375±37.0
88
minimax-m2.5 MiniMax · Modified MIT
1367±15.0
89
solar-pro4 Upstage · Proprietary
1364±42.0
90
gemma-4-26b-a4b Google · Apache 2.0
1363±33.0
91
qwen3.5-122b-a10b 阿里巴巴 · Apache 2.0
1361±14.0
92
grok-4.3 SpaceXAI · Proprietary
1359±11.0
93
qwen3.5-27b 阿里巴巴 · Apache 2.0
1356±14.0
94
hunyuan-hy3-preview 腾讯 · tencent-hunyuan-community
1356±33.0
95
gpt-5.2-codex OpenAI · Proprietary
1352±16.0
96
deepseek-v3.2-thinking DeepSeek · MIT
1352±16.0
97
gemma-4-31b Google · Apache 2.0
1351±14.0
98
gpt-5.1 OpenAI · Proprietary
1347±14.0
99
laguna-m.1 Poolside · Apache 2.0
1346±19.0
100
glm-4.6 智谱 ZAI · MIT
1341±17.0
101
gpt-5.1-codex OpenAI · Proprietary
1334±19.0
102
mimo-v2-flash (non-thinking) 小米 · MIT
1321±18.0
103
deepseek-v3.2 DeepSeek · MIT
1318±14.0
104
claude-haiku-4-5-20251001 Anthropic · Proprietary
1318±9.0
105
kimi-k2-thinking-turbo 月之暗面 · Modified MIT
1313±12.0
106
minimax-m2 MiniMax · Apache 2.0
1291±17.0
107
laguna-xs.2 Poolside · Apache 2.0
1286±21.0
108
mistral-medium-3.5 Mistral · Modified MIT
1283±26.0
109
deepseek-v3.2-exp DeepSeek · MIT
1276±21.0
110
mimo-v2-flash (thinking) 小米 · MIT
1266±31.0
111
qwen3-coder-480b-a35b-instruct 阿里巴巴 · Apache 2.0
1264±13.0
112
KAT-Coder-Pro-V1 · Proprietary
1259±34.0
113
gemini-3.1-flash-lite-preview Google · Proprietary
1257±12.0
114
qwen3.5-35b-a3b 阿里巴巴 · Apache 2.0
1247±32.0
115
qwen3.5-flash 阿里巴巴 · Proprietary
1238±36.0
116
grok-4-1-fast-reasoning SpaceXAI · Proprietary
1235±20.0
117
gpt-5.1-codex-mini OpenAI · Proprietary
1235±37.0
118
trinity-large-thinking · Apache 2.0
1234±41.0
119
gemini-2.5-pro Google · Proprietary
1225±26.0
120
granite-4.1-8b IBM · Apache 2.0
1221±32.0
121
mistral-large-3 Mistral · Apache 2.0
1208±50.0
122
grok-4.1-thinking SpaceXAI · Proprietary
1207±46.0
123
devstral-2 Mistral · Modified MIT
1182±40.0
124
mercury-2 Inception AI · Proprietary
1177±48.0
125
grok-code-fast-1 SpaceXAI · Proprietary
1175±51.0
126
grok-4-fast-reasoning SpaceXAI · Proprietary
1159±53.0
127
devstral-medium-2507 Mistral · Proprietary
1085±56.0

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