排名 模型
🥇
claude-opus-5-max Anthropic · Proprietary
1643±20.0
🥈
qwen3.8-max 阿里巴巴 · Proprietary · Preliminary
1637±36.0
🥉
kimi-k3-max 月之暗面 · Kimi K3 license
1616±23.0
4
claude-opus-5-high Anthropic · Proprietary
1608±19.0
5
grok-4.6-high SpaceXAI · Proprietary · Preliminary
1604±44.0
6
gpt-5.6-sol-xhigh (codex-harness) OpenAI · Proprietary
1574±16.0
7
glm-5.2-max 智谱 ZAI · MIT
1561±15.0
8
claude-fable-5 Anthropic · Proprietary
1560±16.0
9
deepseek-v4-flash-high DeepSeek · MIT
1559±28.0
10
claude-opus-4-8-high Anthropic · Proprietary
1542±13.0
11
claude-opus-4-7 Anthropic · Proprietary
1540±11.0
12
claude-opus-4-7-high Anthropic · Proprietary
1540±11.0
13
gemini-3.7-flash-high Google · Proprietary · Preliminary
1534±31.0
14
claude-opus-4-6-high Anthropic · Proprietary
1533±10.0
15
claude-opus-4-8 Anthropic · Proprietary
1532±13.0
16
muse-spark-1.1 Meta · Proprietary
1531±18.0
17
muse-spark-1.2 (xHigh) Meta · Proprietary
1531±34.0
18
claude-opus-4-6 Anthropic · Proprietary
1528±10.0
19
grok-4.5 SpaceXAI · Proprietary
1527±18.0
20
claude-sonnet-4-6 Anthropic · Proprietary
1525±10.0
21
seed-2.1-pro-preview 字节跳动 · Proprietary
1519±16.0
22
claude-sonnet-5-high Anthropic · Proprietary
1518±18.0
23
glm-5.1 智谱 ZAI · MIT
1512±14.0
24
gpt-5.6-terra-xhigh (codex-harness) OpenAI · Proprietary
1508±20.0
25
kimi-k2.6 月之暗面 · Modified MIT
1508±12.0
26
gemini-3.6-flash-high Google · Proprietary
1508±19.0
27
qwen3.7-max-20260517 阿里巴巴 · Proprietary
1506±13.0
28
claude-opus-4-5-20251101-high-32k Anthropic · Proprietary
1499±15.0
29
gpt-5.6-luna-xhigh (codex-harness) OpenAI · Proprietary
1495±20.0
30
gemini-3.5-flash-high Google · Proprietary
1485±22.0
31
hy3 腾讯 · Apache 2.0
1484±31.0
32
minimax-m3 MiniMax · MiniMax Community License
1483±13.0
33
kimi-k2.7-code 月之暗面 · Modified MIT
1474±19.0
34
gpt-5.5-xhigh (codex-harness) OpenAI · Proprietary
1470±11.0
35
gemini-3.5-flash Google · Proprietary
1469±24.0
36
qwen3.6-max-preview 阿里巴巴 · Proprietary
1468±23.0
37
deepseek-v4-pro-high-preview DeepSeek · MIT
1467±12.0
38
gpt-5.4-high (codex-harness) OpenAI · Proprietary
1464±35.0
39
claude-opus-4-5-20251101 Anthropic · Proprietary
1462±13.0
40
mimo-v2.5-pro 小米 · MIT
1462±11.0
41
gemini-3.5-flash-medium Google · Proprietary
1458±14.0
42
gpt-5.5-high (codex-harness) OpenAI · Proprietary
1457±11.0
43
mimo-v2.5 小米 · MIT
1452±12.0
44
qwen3.6-plus 阿里巴巴 · Proprietary
1450±10.0
45
deepseek-v4-pro DeepSeek · MIT
1448±11.0
46
gemini-3-flash Google · Proprietary
1446±15.0
47
glm-5 智谱 ZAI · MIT
1445±16.0
48
mimo-v2-pro 小米 · Proprietary
1443±14.0
49
kimi-k2.5-thinking 月之暗面 · Modified MIT
1439±10.0
50
gpt-5.4-medium (codex-harness) OpenAI · Proprietary
1438±34.0
51
glm-5v-turbo 智谱 ZAI · Proprietary
1437±31.0
52
deepseek-v4-flash-high-preview DeepSeek · MIT
1437±13.0
53
glm-4.7 智谱 ZAI · MIT
1436±25.0
54
gemini-3-pro Google · Proprietary
1436±14.0
55
gpt-5.5 (codex-harness) OpenAI · Proprietary
1435±11.0
56
gemini-3.1-pro-preview Google · Proprietary
1425±9.0
57
inkling Thinky · Apache 2.0
1421±19.0
58
gpt-5-medium OpenAI · Proprietary
1419±34.0
59
gpt-5.2 OpenAI · Proprietary
1413±51.0
60
minimax-m2.7 MiniMax · Modified MIT
1407±11.0
61
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1402±25.0
62
qwen3.5-397b-a17b 阿里巴巴 · Apache 2.0
1398±10.0
63
gpt-5.1-medium OpenAI · Proprietary
1397±24.0
64
claude-sonnet-4-5-20250929-high-32k Anthropic · Proprietary
1390±14.0
65
gpt-5.4-mini-high OpenAI · Proprietary
1390±12.0
66
solar-pro4 Upstage · Proprietary
1388±40.0
67
kimi-k2.5-instant 月之暗面 · Modified MIT
1388±24.0
68
claude-sonnet-4-5-20250929 Anthropic · Proprietary
1385±13.0
69
gpt-5.4 OpenAI · Proprietary
1385±28.0
70
minimax-m2.1-preview MiniMax · MIT
1384±17.0
71
claude-opus-4-1-20250805 Anthropic · Proprietary
1379±20.0
72
laguna-m.1 Poolside · Apache 2.0
1374±18.0
73
gemini-3-flash (thinking-minimal) Google · Proprietary
1373±9.0
74
deepseek-v3.2-thinking DeepSeek · MIT
1367±17.0
75
minimax-m2.5 MiniMax · Modified MIT
1366±15.0
76
grok-4.20-beta-0309-reasoning SpaceXAI · Proprietary
1365±10.0
77
gemma-4-31b Google · Apache 2.0
1362±16.0
78
qwen3.5-27b 阿里巴巴 · Apache 2.0
1361±14.0
79
gpt-5.1-codex OpenAI · Proprietary
1359±24.0
80
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1357±21.0
81
qwen3.5-122b-a10b 阿里巴巴 · Apache 2.0
1356±14.0
82
glm-4.6 智谱 ZAI · MIT
1356±21.0
83
muse-glimmer Meta · Apache-2.0
1355±42.0
84
grok-4.3 SpaceXAI · Proprietary
1348±12.0
85
gpt-5.2-codex OpenAI · Proprietary
1345±16.0
86
gemma-4-26b-a4b Google · Apache 2.0
1341±32.0
87
deepseek-v3.2 DeepSeek · MIT
1340±15.0
88
gpt-5.1 OpenAI · Proprietary
1335±15.0
89
claude-haiku-4-5-20251001 Anthropic · Proprietary
1330±9.0
90
mimo-v2-flash (non-thinking) 小米 · MIT
1323±19.0
91
hunyuan-hy3-preview 腾讯 · tencent-hunyuan-community
1322±33.0
92
kimi-k2-thinking-turbo 月之暗面 · Modified MIT
1319±13.0
93
laguna-xs.2 Poolside · Apache 2.0
1313±21.0
94
minimax-m2 MiniMax · Apache 2.0
1306±21.0
95
mimo-v2-flash (thinking) 小米 · MIT
1296±35.0
96
deepseek-v3.2-exp DeepSeek · MIT
1281±30.0
97
mistral-medium-3.5 Mistral · Modified MIT
1279±28.0
98
qwen3-coder-480b-a35b-instruct 阿里巴巴 · Apache 2.0
1273±14.0
99
KAT-Coder-Pro-V1 · Proprietary
1263±51.0
100
gemini-3.1-flash-lite-preview Google · Proprietary
1253±12.0
101
qwen3.5-35b-a3b 阿里巴巴 · Apache 2.0
1253±33.0
102
grok-4-1-fast-reasoning SpaceXAI · Proprietary
1249±21.0
103
trinity-large-thinking · Apache 2.0
1240±39.0
104
gpt-5.1-codex-mini OpenAI · Proprietary
1240±53.0
105
qwen3.5-flash 阿里巴巴 · Proprietary
1221±38.0
106
gemini-2.5-pro Google · Proprietary
1221±34.0
107
grok-code-fast-1 SpaceXAI · Proprietary
1208±61.0
108
devstral-2 Mistral · Modified MIT
1201±44.0
109
granite-4.1-8b IBM · Apache 2.0
1190±35.0
110
mistral-large-3 Mistral · Apache 2.0
1180±63.0
111
mercury-2 Inception AI · Proprietary
1157±44.0
112
grok-4-fast-reasoning SpaceXAI · Proprietary
1157±60.0
113
grok-4.1-thinking SpaceXAI · Proprietary
1157±60.0
114
devstral-medium-2507 Mistral · Proprietary
924±110.0

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