排名 模型
🥇
claude-opus-5-max Anthropic · Proprietary
1691±10.0
🥈
kimi-k3-max 月之暗面 · Kimi K3 license
1674±11.0
🥉
qwen3.8-max 阿里巴巴 · Proprietary · Preliminary
1669±14.0
4
claude-opus-5-high Anthropic · Proprietary
1664±9.0
5
grok-4.6-high SpaceXAI · Proprietary · Preliminary
1630±18.0
6
claude-fable-5 Anthropic · Proprietary
1627±9.0
7
gpt-5.6-sol-xhigh (codex-harness) OpenAI · Proprietary
1622±8.0
8
gemini-3.7-flash-high Google · Proprietary · Preliminary
1588±13.0
9
glm-5.2-max 智谱 ZAI · MIT
1587±8.0
10
deepseek-v4-flash-high DeepSeek · MIT
1582±12.0
11
claude-opus-4-8-high Anthropic · Proprietary
1564±7.0
12
claude-opus-4-7 Anthropic · Proprietary
1558±6.0
13
claude-opus-4-7-high Anthropic · Proprietary
1557±6.0
14
grok-4.5 SpaceXAI · Proprietary
1554±9.0
15
claude-opus-4-6-high Anthropic · Proprietary
1545±6.0
16
claude-sonnet-5-high Anthropic · Proprietary
1541±8.0
17
claude-opus-4-8 Anthropic · Proprietary
1539±7.0
18
muse-spark-1.1 Meta · Proprietary
1538±9.0
19
gemini-3.6-flash-high Google · Proprietary
1538±9.0
20
claude-opus-4-6 Anthropic · Proprietary
1537±6.0
21
muse-spark-1.2 (xHigh) Meta · Proprietary
1535±14.0
22
claude-sonnet-4-6 Anthropic · Proprietary
1524±6.0
23
hy3 腾讯 · Apache 2.0
1523±13.0
24
gpt-5.6-terra-xhigh (codex-harness) OpenAI · Proprietary
1523±10.0
25
seed-2.1-pro-preview 字节跳动 · Proprietary
1522±8.0
26
gpt-5.6-luna-xhigh (codex-harness) OpenAI · Proprietary
1519±9.0
27
qwen3.7-max-20260517 阿里巴巴 · Proprietary
1517±8.0
28
glm-5.1 智谱 ZAI · MIT
1511±7.0
29
kimi-k2.6 月之暗面 · Modified MIT
1509±7.0
30
gpt-5.5-xhigh (codex-harness) OpenAI · Proprietary
1509±7.0
31
gemini-3.5-flash-high Google · Proprietary
1506±10.0
32
claude-opus-4-5-20251101-high-32k Anthropic · Proprietary
1494±8.0
33
gemini-3.5-flash Google · Proprietary
1492±14.0
34
minimax-m3 MiniMax · MiniMax Community License
1491±7.0
35
gemini-3.5-flash-medium Google · Proprietary
1488±8.0
36
gpt-5.5-high (codex-harness) OpenAI · Proprietary
1486±6.0
37
qwen3.6-max-preview 阿里巴巴 · Proprietary
1479±13.0
38
mimo-v2.5-pro 小米 · MIT
1474±6.0
39
kimi-k2.7-code 月之暗面 · Modified MIT
1473±10.0
40
claude-opus-4-5-20251101 Anthropic · Proprietary
1468±7.0
41
deepseek-v4-pro-high-preview DeepSeek · MIT
1464±7.0
42
gpt-5.4-high (codex-harness) OpenAI · Proprietary
1463±19.0
43
qwen3.6-plus 阿里巴巴 · Proprietary
1459±6.0
44
gpt-5.5 (codex-harness) OpenAI · Proprietary
1458±6.0
45
gemini-3.5-flash-lite Google · Proprietary
1449±43.0
46
gemini-3.1-pro-preview Google · Proprietary
1447±5.0
47
deepseek-v4-pro DeepSeek · MIT
1445±7.0
48
gpt-5.4-medium (codex-harness) OpenAI · Proprietary
1442±19.0
49
mimo-v2.5 小米 · MIT
1438±7.0
50
gemini-3-flash Google · Proprietary
1438±9.0
51
gemini-3-pro Google · Proprietary
1438±9.0
52
kimi-k2.5-thinking 月之暗面 · Modified MIT
1436±5.0
53
glm-5 智谱 ZAI · MIT
1436±8.0
54
glm-4.7 智谱 ZAI · MIT
1434±12.0
55
mimo-v2-pro 小米 · Proprietary
1433±8.0
56
deepseek-v4-flash-high-preview DeepSeek · MIT
1431±7.0
57
gpt-5-medium OpenAI · Proprietary
1419±16.0
58
gpt-5.2 OpenAI · Proprietary
1418±23.0
59
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1409±14.0
60
inkling Thinky · Apache 2.0
1406±8.0
61
kimi-k2.5-instant 月之暗面 · Modified MIT
1405±12.0
62
qwen3.5-397b-a17b 阿里巴巴 · Apache 2.0
1400±5.0
63
glm-5v-turbo 智谱 ZAI · Proprietary
1400±14.0
64
gpt-5.4-mini-high OpenAI · Proprietary
1398±7.0
65
minimax-m2.7 MiniMax · Modified MIT
1398±6.0
66
claude-sonnet-4-5-20250929-high-32k Anthropic · Proprietary
1392±8.0
67
gpt-5.1-medium OpenAI · Proprietary
1391±12.0
68
gpt-5.4 OpenAI · Proprietary
1390±15.0
69
claude-opus-4-1-20250805 Anthropic · Proprietary
1389±11.0
70
minimax-m2.1-preview MiniMax · MIT
1387±10.0
71
claude-sonnet-4-5-20250929 Anthropic · Proprietary
1385±7.0
72
minimax-m2.5 MiniMax · Modified MIT
1384±8.0
73
gemini-3-flash (thinking-minimal) Google · Proprietary
1383±5.0
74
grok-4.20-beta-0309-reasoning SpaceXAI · Proprietary
1374±6.0
75
solar-pro4 Upstage · Proprietary
1373±17.0
76
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1370±12.0
77
gemma-4-31b Google · Apache 2.0
1365±8.0
78
gemma-4-26b-a4b Google · Apache 2.0
1362±17.0
79
deepseek-v3.2-thinking DeepSeek · MIT
1360±9.0
80
muse-glimmer Meta · Apache-2.0
1359±16.0
81
qwen3.5-122b-a10b 阿里巴巴 · Apache 2.0
1358±8.0
82
qwen3.5-27b 阿里巴巴 · Apache 2.0
1357±8.0
83
hunyuan-hy3-preview 腾讯 · tencent-hunyuan-community
1356±18.0
84
grok-4.3 SpaceXAI · Proprietary
1355±7.0
85
laguna-m.1 Poolside · Apache 2.0
1348±10.0
86
gpt-5.1 OpenAI · Proprietary
1341±9.0
87
glm-4.6 智谱 ZAI · MIT
1340±11.0
88
gpt-5.2-codex OpenAI · Proprietary
1338±9.0
89
gpt-5.1-codex OpenAI · Proprietary
1336±12.0
90
mimo-v2-flash (non-thinking) 小米 · MIT
1330±10.0
91
claude-haiku-4-5-20251001 Anthropic · Proprietary
1326±5.0
92
deepseek-v3.2 DeepSeek · MIT
1324±8.0
93
kimi-k2-thinking-turbo 月之暗面 · Modified MIT
1322±7.0
94
laguna-xs.2 Poolside · Apache 2.0
1303±11.0
95
minimax-m2 MiniMax · Apache 2.0
1297±11.0
96
mimo-v2-flash (thinking) 小米 · MIT
1292±17.0
97
qwen3-coder-480b-a35b-instruct 阿里巴巴 · Apache 2.0
1273±8.0
98
deepseek-v3.2-exp DeepSeek · MIT
1271±14.0
99
mistral-medium-3.5 Mistral · Modified MIT
1266±15.0
100
KAT-Coder-Pro-V1 · Proprietary
1255±20.0
101
gemini-3.1-flash-lite-preview Google · Proprietary
1254±7.0
102
qwen3.5-35b-a3b 阿里巴巴 · Apache 2.0
1250±18.0
103
gpt-5.1-codex-mini OpenAI · Proprietary
1243±22.0
104
grok-4-1-fast-reasoning SpaceXAI · Proprietary
1240±11.0
105
trinity-large-thinking · Apache 2.0
1239±20.0
106
qwen3.5-flash 阿里巴巴 · Proprietary
1238±20.0
107
mistral-large-3 Mistral · Apache 2.0
1230±26.0
108
gemini-2.5-pro Google · Proprietary
1225±16.0
109
grok-4.1-thinking SpaceXAI · Proprietary
1210±25.0
110
devstral-2 Mistral · Modified MIT
1193±21.0
111
granite-4.1-8b IBM · Apache 2.0
1192±19.0
112
mercury-2 Inception AI · Proprietary
1166±25.0
113
grok-code-fast-1 SpaceXAI · Proprietary
1164±28.0
114
grok-4-fast-reasoning SpaceXAI · Proprietary
1162±28.0
115
devstral-medium-2507 Mistral · Proprietary
1080±31.0

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