排名 模型
🥇
claude-opus-5-max Anthropic · Proprietary
1742±35.0
🥈
kimi-k3-max 月之暗面 · Kimi K3 license
1720±29.0
🥉
qwen3.8-max 阿里巴巴 · Proprietary · Preliminary
1701±44.0
4
claude-opus-5-high Anthropic · Proprietary
1674±25.0
5
gpt-5.6-sol-xhigh (codex-harness) OpenAI · Proprietary
1659±21.0
6
claude-fable-5 Anthropic · Proprietary
1657±18.0
7
claude-opus-4-7-thinking Anthropic · Proprietary
1583±12.0
8
glm-5.2-max 智谱 ZAI · MIT
1580±17.0
9
claude-opus-4-7 Anthropic · Proprietary
1577±12.0
10
claude-opus-4-8-thinking Anthropic · Proprietary
1577±14.0
11
deepseek-v4-flash-high DeepSeek · MIT · Preliminary
1573±38.0
12
grok-4.5 SpaceXAI · Proprietary
1572±26.0
13
claude-opus-4-6-thinking Anthropic · Proprietary
1565±11.0
14
muse-spark-1.1 Meta · Proprietary · Preliminary
1558±25.0
15
claude-opus-4-8 Anthropic · Proprietary
1555±14.0
16
claude-opus-4-6 Anthropic · Proprietary
1554±11.0
17
claude-sonnet-5-high Anthropic · Proprietary
1550±22.0
18
gemini-3.6-flash Google · Proprietary · Preliminary
1547±28.0
19
glm-5.1 智谱 ZAI · MIT
1538±16.0
20
gpt-5.6-luna-xhigh (codex-harness) OpenAI · Proprietary
1538±27.0
21
qwen3.7-max-20260517 阿里巴巴 · Proprietary
1536±14.0
22
claude-sonnet-4-6 Anthropic · Proprietary
1535±10.0
23
gpt-5.5-xhigh (codex-harness) OpenAI · Proprietary
1530±12.0
24
seed-2.1-pro-preview 字节跳动 · Proprietary · Preliminary
1529±18.0
25
claude-opus-4-5-20251101-thinking-32k Anthropic · Proprietary
1522±14.0
26
gpt-5.6-terra-xhigh (codex-harness) OpenAI · Proprietary
1520±26.0
27
hy3 腾讯 · Apache 2.0
1517±41.0
28
kimi-k2.6 月之暗面 · Modified MIT
1512±13.0
29
gemini-3.5-flash-high Google · Proprietary
1511±28.0
30
gemini-3.5-flash-medium Google · Proprietary
1500±17.0
31
gemini-3.5-flash Google · Proprietary
1497±25.0
32
gpt-5.5-high (codex-harness) OpenAI · Proprietary
1492±12.0
33
minimax-m3 MiniMax · MiniMax Community License
1489±14.0
34
kimi-k2.7-code 月之暗面 · Modified MIT
1474±19.0
35
deepseek-v4-pro-high-preview DeepSeek · MIT
1474±12.0
36
mimo-v2.5-pro 小米 · MIT
1472±12.0
37
claude-opus-4-5-20251101 Anthropic · Proprietary
1472±12.0
38
qwen3.6-max-preview 阿里巴巴 · Proprietary
1472±24.0
39
gpt-5.4-medium (codex-harness) OpenAI · Proprietary
1471±34.0
40
gpt-5.4-high (codex-harness) OpenAI · Proprietary
1466±35.0
41
qwen3.6-plus 阿里巴巴 · Proprietary
1463±11.0
42
gpt-5.5 (codex-harness) OpenAI · Proprietary
1462±12.0
43
gemini-3.1-pro-preview Google · Proprietary
1454±9.0
44
deepseek-v4-pro DeepSeek · MIT
1453±12.0
45
gemini-3-pro Google · Proprietary
1451±13.0
46
mimo-v2.5 小米 · MIT
1449±12.0
47
glm-5 智谱 ZAI · MIT
1448±16.0
48
gemini-3-flash Google · Proprietary
1444±14.0
49
mimo-v2-pro 小米 · Proprietary
1443±15.0
50
deepseek-v4-flash-high-preview DeepSeek · MIT
1442±13.0
51
kimi-k2.5-thinking 月之暗面 · Modified MIT
1438±10.0
52
glm-4.7 智谱 ZAI · MIT
1437±22.0
53
gpt-5-medium OpenAI · Proprietary
1424±25.0
54
kimi-k2.5-instant 月之暗面 · Modified MIT
1421±24.0
55
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1416±26.0
56
claude-opus-4-1-20250805 Anthropic · Proprietary
1415±17.0
57
gpt-5.4 OpenAI · Proprietary
1413±35.0
58
gpt-5.4-mini-high OpenAI · Proprietary
1411±12.0
59
qwen3.5-397b-a17b 阿里巴巴 · Apache 2.0
1399±10.0
60
inkling Thinky · Apache 2.0
1399±22.0
61
gpt-5.2 OpenAI · Proprietary
1396±44.0
62
minimax-m2.7 MiniMax · Modified MIT
1394±12.0
63
claude-sonnet-4-5-20250929-thinking-32k Anthropic · Proprietary
1393±13.0
64
gpt-5.1-medium OpenAI · Proprietary
1392±20.0
65
claude-sonnet-4-5-20250929 Anthropic · Proprietary
1388±12.0
66
gemini-3-flash (thinking-minimal) Google · Proprietary
1388±9.0
67
glm-5v-turbo 智谱 ZAI · Proprietary
1387±36.0
68
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1382±21.0
69
grok-4.20-beta-0309-reasoning SpaceXAI · Proprietary
1379±11.0
70
minimax-m2.1-preview MiniMax · MIT
1375±16.0
71
minimax-m2.5 MiniMax · Modified MIT
1369±15.0
72
gemma-4-26b-a4b Google · Apache 2.0
1368±33.0
73
qwen3.5-122b-a10b 阿里巴巴 · Apache 2.0
1362±14.0
74
grok-4.3 SpaceXAI · Proprietary
1359±13.0
75
qwen3.5-27b 阿里巴巴 · Apache 2.0
1357±15.0
76
hunyuan-hy3-preview 腾讯 · tencent-hunyuan-community
1355±33.0
77
gpt-5.2-codex OpenAI · Proprietary
1354±16.0
78
deepseek-v3.2-thinking DeepSeek · MIT
1352±16.0
79
gemma-4-31b Google · Apache 2.0
1350±16.0
80
laguna-m.1 Poolside · Apache 2.0
1348±19.0
81
gpt-5.1 OpenAI · Proprietary
1345±14.0
82
glm-4.6 智谱 ZAI · MIT
1340±17.0
83
gpt-5.1-codex OpenAI · Proprietary
1334±19.0
84
mimo-v2-flash (non-thinking) 小米 · MIT
1318±18.0
85
deepseek-v3.2 DeepSeek · MIT
1318±14.0
86
claude-haiku-4-5-20251001 Anthropic · Proprietary
1317±9.0
87
kimi-k2-thinking-turbo 月之暗面 · Modified MIT
1312±12.0
88
mistral-medium-3.5 Mistral · Modified MIT
1290±27.0
89
minimax-m2 MiniMax · Apache 2.0
1290±17.0
90
laguna-xs.2 Poolside · Apache 2.0
1287±22.0
91
deepseek-v3.2-exp DeepSeek · MIT
1276±21.0
92
mimo-v2-flash (thinking) 小米 · MIT
1270±31.0
93
qwen3-coder-480b-a35b-instruct 阿里巴巴 · Apache 2.0
1262±13.0
94
gemini-3.1-flash-lite-preview Google · Proprietary
1261±12.0
95
KAT-Coder-Pro-V1 · Proprietary
1260±34.0
96
qwen3.5-35b-a3b 阿里巴巴 · Apache 2.0
1246±32.0
97
qwen3.5-flash 阿里巴巴 · Proprietary
1241±36.0
98
trinity-large-thinking · Apache 2.0
1235±41.0
99
grok-4-1-fast-reasoning SpaceXAI · Proprietary
1235±20.0
100
gpt-5.1-codex-mini OpenAI · Proprietary
1233±37.0
101
gemini-2.5-pro Google · Proprietary
1227±26.0
102
granite-4.1-8b IBM · Apache 2.0
1222±32.0
103
mistral-large-3 Mistral · Apache 2.0
1209±50.0
104
grok-4.1-thinking SpaceXAI · Proprietary
1209±47.0
105
devstral-2 Mistral · Modified MIT
1182±41.0
106
mercury-2 Inception AI · Proprietary
1176±48.0
107
grok-code-fast-1 SpaceXAI · Proprietary
1174±51.0
108
grok-4-fast-reasoning SpaceXAI · Proprietary
1159±53.0
109
devstral-medium-2507 Mistral · Proprietary
1083±57.0

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