排名 模型
🥇
claude-opus-5-max Anthropic · Proprietary
1692±10.0
🥈
kimi-k3-max 月之暗面 · Kimi K3 license
1674±11.0
🥉
qwen3.8-max 阿里巴巴 · Proprietary · Preliminary
1671±14.0
4
claude-opus-5-high Anthropic · Proprietary
1667±9.0
5
claude-fable-5 Anthropic · Proprietary
1628±9.0
6
gpt-5.6-sol-xhigh (codex-harness) OpenAI · Proprietary
1623±8.0
7
glm-5.2-max 智谱 ZAI · MIT
1588±8.0
8
deepseek-v4-flash-high DeepSeek · MIT · Preliminary
1585±13.0
9
claude-opus-4-8-thinking Anthropic · Proprietary
1564±7.0
10
claude-opus-4-7-thinking Anthropic · Proprietary
1558±6.0
11
claude-opus-4-7 Anthropic · Proprietary
1558±6.0
12
grok-4.5 SpaceXAI · Proprietary
1554±9.0
13
claude-opus-4-6-thinking Anthropic · Proprietary
1545±6.0
14
claude-sonnet-5-high Anthropic · Proprietary
1542±9.0
15
claude-opus-4-8 Anthropic · Proprietary
1540±7.0
16
claude-opus-4-6 Anthropic · Proprietary
1538±6.0
17
muse-spark-1.1 Meta · Proprietary · Preliminary
1537±9.0
18
gemini-3.6-flash Google · Proprietary · Preliminary
1536±10.0
19
muse-spark-1.2 (xHigh) Meta · Proprietary
1535±14.0
20
hy3 腾讯 · Apache 2.0
1524±14.0
21
claude-sonnet-4-6 Anthropic · Proprietary
1524±6.0
22
gpt-5.6-terra-xhigh (codex-harness) OpenAI · Proprietary
1524±10.0
23
seed-2.1-pro-preview 字节跳动 · Proprietary · Preliminary
1522±8.0
24
gpt-5.6-luna-xhigh (codex-harness) OpenAI · Proprietary
1519±10.0
25
qwen3.7-max-20260517 阿里巴巴 · Proprietary
1517±8.0
26
glm-5.1 智谱 ZAI · MIT
1511±8.0
27
kimi-k2.6 月之暗面 · Modified MIT
1509±7.0
28
gpt-5.5-xhigh (codex-harness) OpenAI · Proprietary
1508±7.0
29
gemini-3.5-flash-high Google · Proprietary
1506±10.0
30
claude-opus-4-5-20251101-thinking-32k Anthropic · Proprietary
1495±8.0
31
gemini-3.5-flash Google · Proprietary
1492±14.0
32
minimax-m3 MiniMax · MiniMax Community License
1491±7.0
33
gemini-3.5-flash-medium Google · Proprietary
1487±8.0
34
gpt-5.5-high (codex-harness) OpenAI · Proprietary
1486±6.0
35
qwen3.6-max-preview 阿里巴巴 · Proprietary
1479±13.0
36
mimo-v2.5-pro 小米 · MIT
1474±6.0
37
kimi-k2.7-code 月之暗面 · Modified MIT
1474±10.0
38
claude-opus-4-5-20251101 Anthropic · Proprietary
1468±7.0
39
deepseek-v4-pro-high-preview DeepSeek · MIT
1464±7.0
40
gpt-5.4-high (codex-harness) OpenAI · Proprietary
1463±19.0
41
qwen3.6-plus 阿里巴巴 · Proprietary
1459±6.0
42
gpt-5.5 (codex-harness) OpenAI · Proprietary
1458±7.0
43
gemini-3.5-flash-lite Google · Proprietary · Preliminary
1450±43.0
44
gemini-3.1-pro-preview Google · Proprietary
1447±5.0
45
deepseek-v4-pro DeepSeek · MIT
1445±7.0
46
gpt-5.4-medium (codex-harness) OpenAI · Proprietary
1442±19.0
47
gemini-3-flash Google · Proprietary
1438±9.0
48
mimo-v2.5 小米 · MIT
1438±7.0
49
gemini-3-pro Google · Proprietary
1438±8.0
50
kimi-k2.5-thinking 月之暗面 · Modified MIT
1436±6.0
51
glm-5 智谱 ZAI · MIT
1436±8.0
52
glm-4.7 智谱 ZAI · MIT
1434±12.0
53
mimo-v2-pro 小米 · Proprietary
1434±8.0
54
deepseek-v4-flash-high-preview DeepSeek · MIT
1431±7.0
55
gpt-5-medium OpenAI · Proprietary
1419±16.0
56
gpt-5.2 OpenAI · Proprietary
1417±23.0
57
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1408±14.0
58
inkling Thinky · Apache 2.0
1407±9.0
59
kimi-k2.5-instant 月之暗面 · Modified MIT
1405±12.0
60
glm-5v-turbo 智谱 ZAI · Proprietary
1400±14.0
61
qwen3.5-397b-a17b 阿里巴巴 · Apache 2.0
1400±6.0
62
minimax-m2.7 MiniMax · Modified MIT
1398±6.0
63
gpt-5.4-mini-high OpenAI · Proprietary
1398±7.0
64
claude-sonnet-4-5-20250929-thinking-32k Anthropic · Proprietary
1392±8.0
65
gpt-5.4 OpenAI · Proprietary
1391±15.0
66
gpt-5.1-medium OpenAI · Proprietary
1391±12.0
67
claude-opus-4-1-20250805 Anthropic · Proprietary
1389±11.0
68
minimax-m2.1-preview MiniMax · MIT
1387±10.0
69
claude-sonnet-4-5-20250929 Anthropic · Proprietary
1385±7.0
70
minimax-m2.5 MiniMax · Modified MIT
1384±8.0
71
gemini-3-flash (thinking-minimal) Google · Proprietary
1383±5.0
72
grok-4.20-beta-0309-reasoning SpaceXAI · Proprietary
1374±6.0
73
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1370±12.0
74
gemma-4-31b Google · Apache 2.0
1366±8.0
75
gemma-4-26b-a4b Google · Apache 2.0
1362±17.0
76
deepseek-v3.2-thinking DeepSeek · MIT
1360±9.0
77
muse-glimmer Meta · Apache-2.0
1359±16.0
78
qwen3.5-122b-a10b 阿里巴巴 · Apache 2.0
1358±8.0
79
qwen3.5-27b 阿里巴巴 · Apache 2.0
1357±8.0
80
hunyuan-hy3-preview 腾讯 · tencent-hunyuan-community
1356±18.0
81
grok-4.3 SpaceXAI · Proprietary
1355±7.0
82
laguna-m.1 Poolside · Apache 2.0
1348±10.0
83
gpt-5.1 OpenAI · Proprietary
1341±9.0
84
glm-4.6 智谱 ZAI · MIT
1340±11.0
85
gpt-5.2-codex OpenAI · Proprietary
1338±9.0
86
gpt-5.1-codex OpenAI · Proprietary
1336±12.0
87
mimo-v2-flash (non-thinking) 小米 · MIT
1330±10.0
88
claude-haiku-4-5-20251001 Anthropic · Proprietary
1326±5.0
89
deepseek-v3.2 DeepSeek · MIT
1324±8.0
90
kimi-k2-thinking-turbo 月之暗面 · Modified MIT
1322±7.0
91
laguna-xs.2 Poolside · Apache 2.0
1303±11.0
92
minimax-m2 MiniMax · Apache 2.0
1297±11.0
93
mimo-v2-flash (thinking) 小米 · MIT
1292±17.0
94
qwen3-coder-480b-a35b-instruct 阿里巴巴 · Apache 2.0
1273±8.0
95
deepseek-v3.2-exp DeepSeek · MIT
1271±14.0
96
mistral-medium-3.5 Mistral · Modified MIT
1266±15.0
97
KAT-Coder-Pro-V1 · Proprietary
1255±20.0
98
gemini-3.1-flash-lite-preview Google · Proprietary
1254±7.0
99
qwen3.5-35b-a3b 阿里巴巴 · Apache 2.0
1250±18.0
100
gpt-5.1-codex-mini OpenAI · Proprietary
1243±22.0
101
grok-4-1-fast-reasoning SpaceXAI · Proprietary
1240±11.0
102
trinity-large-thinking · Apache 2.0
1239±20.0
103
qwen3.5-flash 阿里巴巴 · Proprietary
1238±20.0
104
mistral-large-3 Mistral · Apache 2.0
1230±26.0
105
gemini-2.5-pro Google · Proprietary
1225±16.0
106
grok-4.1-thinking SpaceXAI · Proprietary
1210±25.0
107
devstral-2 Mistral · Modified MIT
1194±21.0
108
granite-4.1-8b IBM · Apache 2.0
1193±19.0
109
mercury-2 Inception AI · Proprietary
1166±25.0
110
grok-code-fast-1 SpaceXAI · Proprietary
1164±28.0
111
grok-4-fast-reasoning SpaceXAI · Proprietary
1162±28.0
112
devstral-medium-2507 Mistral · Proprietary
1080±31.0

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