排名 模型
🥇
claude-opus-5-max Anthropic · Proprietary
1651±36.0
🥈
qwen3.8-max 阿里巴巴 · Proprietary · Preliminary
1629±51.0
🥉
kimi-k3-max 月之暗面 · Kimi K3 license
1615±23.0
4
claude-opus-5-high Anthropic · Proprietary
1589±27.0
5
gpt-5.6-sol-xhigh (codex-harness) OpenAI · Proprietary
1574±19.0
6
claude-fable-5 Anthropic · Proprietary
1562±18.0
7
glm-5.2-max 智谱 ZAI · MIT
1558±16.0
8
deepseek-v4-flash-high DeepSeek · MIT · Preliminary
1553±48.0
9
claude-opus-4-8-thinking Anthropic · Proprietary
1549±14.0
10
claude-opus-4-7 Anthropic · Proprietary
1541±12.0
11
claude-opus-4-7-thinking Anthropic · Proprietary
1539±11.0
12
claude-opus-4-6-thinking Anthropic · Proprietary
1533±11.0
13
muse-spark-1.1 Meta · Proprietary · Preliminary
1531±21.0
14
claude-opus-4-6 Anthropic · Proprietary
1530±11.0
15
claude-opus-4-8 Anthropic · Proprietary
1529±15.0
16
grok-4.5 SpaceXAI · Proprietary
1524±21.0
17
claude-sonnet-4-6 Anthropic · Proprietary
1522±10.0
18
seed-2.1-pro-preview 字节跳动 · Proprietary · Preliminary
1520±18.0
19
claude-sonnet-5-high Anthropic · Proprietary
1516±21.0
20
glm-5.1 智谱 ZAI · MIT
1514±16.0
21
kimi-k2.6 月之暗面 · Modified MIT
1507±13.0
22
gpt-5.6-terra-xhigh (codex-harness) OpenAI · Proprietary
1507±25.0
23
qwen3.7-max-20260517 阿里巴巴 · Proprietary
1504±14.0
24
claude-opus-4-5-20251101-thinking-32k Anthropic · Proprietary
1499±15.0
25
gpt-5.6-luna-xhigh (codex-harness) OpenAI · Proprietary
1498±23.0
26
gemini-3.6-flash Google · Proprietary · Preliminary
1494±26.0
27
minimax-m3 MiniMax · MiniMax Community License
1481±14.0
28
gemini-3.5-flash-high Google · Proprietary
1478±27.0
29
hy3 腾讯 · Apache 2.0
1477±37.0
30
gemini-3.5-flash Google · Proprietary
1472±25.0
31
gpt-5.5-xhigh (codex-harness) OpenAI · Proprietary
1471±12.0
32
kimi-k2.7-code 月之暗面 · Modified MIT
1470±19.0
33
qwen3.6-max-preview 阿里巴巴 · Proprietary
1469±23.0
34
deepseek-v4-pro-high-preview DeepSeek · MIT
1467±12.0
35
gpt-5.4-high (codex-harness) OpenAI · Proprietary
1464±35.0
36
mimo-v2.5-pro 小米 · MIT
1462±12.0
37
claude-opus-4-5-20251101 Anthropic · Proprietary
1460±13.0
38
gemini-3.5-flash-medium Google · Proprietary
1459±16.0
39
gpt-5.5-high (codex-harness) OpenAI · Proprietary
1456±11.0
40
qwen3.6-plus 阿里巴巴 · Proprietary
1451±11.0
41
mimo-v2.5 小米 · MIT
1451±12.0
42
deepseek-v4-pro DeepSeek · MIT
1448±12.0
43
gemini-3-flash Google · Proprietary
1445±15.0
44
glm-5 智谱 ZAI · MIT
1444±16.0
45
mimo-v2-pro 小米 · Proprietary
1443±15.0
46
deepseek-v4-flash-high-preview DeepSeek · MIT
1440±13.0
47
kimi-k2.5-thinking 月之暗面 · Modified MIT
1439±10.0
48
gpt-5.4-medium (codex-harness) OpenAI · Proprietary
1437±34.0
49
gemini-3-pro Google · Proprietary
1436±14.0
50
glm-4.7 智谱 ZAI · MIT
1435±25.0
51
gpt-5.5 (codex-harness) OpenAI · Proprietary
1435±12.0
52
glm-5v-turbo 智谱 ZAI · Proprietary
1428±33.0
53
inkling Thinky · Apache 2.0
1426±23.0
54
gemini-3.1-pro-preview Google · Proprietary
1424±9.0
55
gpt-5-medium OpenAI · Proprietary
1420±35.0
56
gpt-5.2 OpenAI · Proprietary
1418±51.0
57
minimax-m2.7 MiniMax · Modified MIT
1407±12.0
58
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1403±26.0
59
gpt-5.1-medium OpenAI · Proprietary
1399±24.0
60
qwen3.5-397b-a17b 阿里巴巴 · Apache 2.0
1397±10.0
61
gpt-5.4 OpenAI · Proprietary
1396±31.0
62
gpt-5.4-mini-high OpenAI · Proprietary
1391±12.0
63
claude-sonnet-4-5-20250929-thinking-32k Anthropic · Proprietary
1390±14.0
64
kimi-k2.5-instant 月之暗面 · Modified MIT
1387±24.0
65
claude-sonnet-4-5-20250929 Anthropic · Proprietary
1384±13.0
66
minimax-m2.1-preview MiniMax · MIT
1383±17.0
67
claude-opus-4-1-20250805 Anthropic · Proprietary
1378±20.0
68
laguna-m.1 Poolside · Apache 2.0
1377±19.0
69
gemini-3-flash (thinking-minimal) Google · Proprietary
1373±9.0
70
deepseek-v3.2-thinking DeepSeek · MIT
1368±17.0
71
minimax-m2.5 MiniMax · Modified MIT
1367±15.0
72
gemma-4-31b Google · Apache 2.0
1367±17.0
73
grok-4.20-beta-0309-reasoning SpaceXAI · Proprietary
1364±11.0
74
qwen3.5-27b 阿里巴巴 · Apache 2.0
1363±14.0
75
gpt-5.1-codex OpenAI · Proprietary
1359±24.0
76
qwen3.5-122b-a10b 阿里巴巴 · Apache 2.0
1359±14.0
77
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1357±21.0
78
glm-4.6 智谱 ZAI · MIT
1355±21.0
79
grok-4.3 SpaceXAI · Proprietary
1352±13.0
80
gpt-5.2-codex OpenAI · Proprietary
1347±17.0
81
gemma-4-26b-a4b Google · Apache 2.0
1343±32.0
82
deepseek-v3.2 DeepSeek · MIT
1339±15.0
83
gpt-5.1 OpenAI · Proprietary
1336±15.0
84
claude-haiku-4-5-20251001 Anthropic · Proprietary
1328±9.0
85
mimo-v2-flash (non-thinking) 小米 · MIT
1321±19.0
86
kimi-k2-thinking-turbo 月之暗面 · Modified MIT
1318±13.0
87
hunyuan-hy3-preview 腾讯 · tencent-hunyuan-community
1318±33.0
88
laguna-xs.2 Poolside · Apache 2.0
1312±22.0
89
minimax-m2 MiniMax · Apache 2.0
1306±21.0
90
mimo-v2-flash (thinking) 小米 · MIT
1294±35.0
91
deepseek-v3.2-exp DeepSeek · MIT
1284±30.0
92
mistral-medium-3.5 Mistral · Modified MIT
1279±29.0
93
qwen3-coder-480b-a35b-instruct 阿里巴巴 · Apache 2.0
1272±14.0
94
KAT-Coder-Pro-V1 · Proprietary
1264±51.0
95
gemini-3.1-flash-lite-preview Google · Proprietary
1256±12.0
96
qwen3.5-35b-a3b 阿里巴巴 · Apache 2.0
1253±33.0
97
grok-4-1-fast-reasoning SpaceXAI · Proprietary
1250±21.0
98
trinity-large-thinking · Apache 2.0
1245±39.0
99
gpt-5.1-codex-mini OpenAI · Proprietary
1241±53.0
100
gemini-2.5-pro Google · Proprietary
1224±35.0
101
qwen3.5-flash 阿里巴巴 · Proprietary
1222±38.0
102
grok-code-fast-1 SpaceXAI · Proprietary
1208±61.0
103
devstral-2 Mistral · Modified MIT
1203±44.0
104
granite-4.1-8b IBM · Apache 2.0
1192±35.0
105
mistral-large-3 Mistral · Apache 2.0
1179±64.0
106
grok-4.1-thinking SpaceXAI · Proprietary
1159±60.0
107
grok-4-fast-reasoning SpaceXAI · Proprietary
1157±60.0
108
mercury-2 Inception AI · Proprietary
1155±46.0
109
devstral-medium-2507 Mistral · Proprietary
926±110.0

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