排名 模型
🥇
claude-opus-5-max Anthropic · Proprietary
1644±20.0
🥈
qwen3.8-max 阿里巴巴 · Proprietary · Preliminary
1640±34.0
🥉
kimi-k3-max 月之暗面 · Kimi K3 license
1616±23.0
4
claude-opus-5-high Anthropic · Proprietary
1610±19.0
5
grok-4.6-high SpaceXAI · Proprietary · Preliminary
1603±42.0
6
deepseek-v4-pro-high-20260813 DeepSeek · MIT
1575±32.0
7
gpt-5.6-sol-xhigh (codex-harness) OpenAI · Proprietary
1575±16.0
8
deepseek-v4-flash-high DeepSeek · MIT
1569±28.0
9
claude-fable-5 Anthropic · Proprietary
1562±16.0
10
glm-5.2-max 智谱 ZAI · MIT
1560±15.0
11
claude-opus-4-8-high Anthropic · Proprietary
1542±13.0
12
claude-opus-4-7-high Anthropic · Proprietary
1540±11.0
13
claude-opus-4-7 Anthropic · Proprietary
1540±11.0
14
gemini-3.7-flash-high Google · Proprietary · Preliminary
1534±31.0
15
claude-opus-4-6-high Anthropic · Proprietary
1533±10.0
16
claude-opus-4-8 Anthropic · Proprietary
1532±13.0
17
muse-spark-1.2 (xHigh) Meta · Proprietary
1531±34.0
18
muse-spark-1.1 Meta · Proprietary
1530±18.0
19
claude-opus-4-6 Anthropic · Proprietary
1528±10.0
20
grok-4.5 SpaceXAI · Proprietary
1527±18.0
21
claude-sonnet-4-6 Anthropic · Proprietary
1525±9.0
22
claude-sonnet-5-high Anthropic · Proprietary
1520±18.0
23
seed-2.1-pro-preview 字节跳动 · Proprietary
1518±16.0
24
glm-5.1 智谱 ZAI · MIT
1511±14.0
25
gemini-3.6-flash-high Google · Proprietary
1508±19.0
26
kimi-k2.6 月之暗面 · Modified MIT
1508±12.0
27
qwen3.7-max-20260517 阿里巴巴 · Proprietary
1506±13.0
28
gpt-5.6-terra-xhigh (codex-harness) OpenAI · Proprietary
1506±20.0
29
claude-opus-4-5-20251101-high-32k Anthropic · Proprietary
1499±15.0
30
gpt-5.6-luna-xhigh (codex-harness) OpenAI · Proprietary
1495±19.0
31
minimax-m3 MiniMax · MiniMax Community License
1484±13.0
32
hy3 腾讯 · Apache 2.0
1483±31.0
33
gemini-3.5-flash-high Google · Proprietary
1478±16.0
34
kimi-k2.7-code 月之暗面 · Modified MIT
1474±19.0
35
gpt-5.5-xhigh (codex-harness) OpenAI · Proprietary
1470±11.0
36
qwen3.6-max-preview 阿里巴巴 · Proprietary
1468±23.0
37
deepseek-v4-pro-high-preview DeepSeek · MIT
1468±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
1460±14.0
42
gpt-5.5-high (codex-harness) OpenAI · Proprietary
1457±11.0
43
mimo-v2.5 小米 · MIT
1452±11.0
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
1444±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
1437±25.0
54
gemini-3-pro Google · Proprietary
1436±14.0
55
gpt-5.5 (codex-harness) OpenAI · Proprietary
1435±11.0
56
inkling-small Thinky · Apache 2.0
1427±28.0
57
gemini-3.1-pro-preview Google · Proprietary
1425±9.0
58
inkling Thinky · Apache 2.0
1422±19.0
59
gpt-5-medium OpenAI · Proprietary
1420±34.0
60
gpt-5.2 OpenAI · Proprietary
1413±51.0
61
minimax-m2.7 MiniMax · Modified MIT
1406±11.0
62
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1402±25.0
63
gpt-5.1-medium OpenAI · Proprietary
1398±24.0
64
qwen3.5-397b-a17b 阿里巴巴 · Apache 2.0
1398±9.0
65
claude-sonnet-4-5-20250929-high-32k Anthropic · Proprietary
1391±14.0
66
gpt-5.4-mini-high OpenAI · Proprietary
1390±12.0
67
solar-pro4 Upstage · Proprietary
1389±40.0
68
kimi-k2.5-instant 月之暗面 · Modified MIT
1388±24.0
69
claude-sonnet-4-5-20250929 Anthropic · Proprietary
1385±13.0
70
gpt-5.4 OpenAI · Proprietary
1384±28.0
71
minimax-m2.1-preview MiniMax · MIT
1384±17.0
72
claude-opus-4-1-20250805 Anthropic · Proprietary
1379±20.0
73
laguna-m.1 Poolside · Apache 2.0
1374±18.0
74
gemini-3-flash (thinking-minimal) Google · Proprietary
1373±9.0
75
deepseek-v3.2-thinking DeepSeek · MIT
1367±17.0
76
minimax-m2.5 MiniMax · Modified MIT
1366±15.0
77
grok-4.20-beta-0309-reasoning SpaceXAI · Proprietary
1365±10.0
78
gemma-4-31b Google · Apache 2.0
1362±16.0
79
qwen3.5-27b 阿里巴巴 · Apache 2.0
1362±14.0
80
gpt-5.1-codex OpenAI · Proprietary
1360±24.0
81
muse-glimmer Meta · Apache-2.0
1357±42.0
82
qwen3.5-122b-a10b 阿里巴巴 · Apache 2.0
1356±14.0
83
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1356±21.0
84
glm-4.6 智谱 ZAI · MIT
1356±21.0
85
grok-4.3 SpaceXAI · Proprietary
1347±12.0
86
gpt-5.2-codex OpenAI · Proprietary
1345±16.0
87
gemma-4-26b-a4b Google · Apache 2.0
1342±32.0
88
deepseek-v3.2 DeepSeek · MIT
1340±15.0
89
gpt-5.1 OpenAI · Proprietary
1335±15.0
90
claude-haiku-4-5-20251001 Anthropic · Proprietary
1331±9.0
91
mimo-v2-flash (non-thinking) 小米 · MIT
1324±19.0
92
hunyuan-hy3-preview 腾讯 · tencent-hunyuan-community
1322±33.0
93
kimi-k2-thinking-turbo 月之暗面 · Modified MIT
1319±13.0
94
laguna-xs.2 Poolside · Apache 2.0
1313±21.0
95
minimax-m2 MiniMax · Apache 2.0
1306±21.0
96
mimo-v2-flash (thinking) 小米 · MIT
1296±35.0
97
deepseek-v3.2-exp DeepSeek · MIT
1282±30.0
98
mistral-medium-3.5 Mistral · Modified MIT
1279±28.0
99
qwen3-coder-480b-a35b-instruct 阿里巴巴 · Apache 2.0
1273±14.0
100
KAT-Coder-Pro-V1 · Proprietary
1264±51.0
101
qwen3.5-35b-a3b 阿里巴巴 · Apache 2.0
1253±33.0
102
gemini-3.1-flash-lite-preview Google · Proprietary
1253±12.0
103
grok-4-1-fast-reasoning SpaceXAI · Proprietary
1250±21.0
104
gpt-5.1-codex-mini OpenAI · Proprietary
1240±53.0
105
trinity-large-thinking · Apache 2.0
1240±39.0
106
gemini-2.5-pro Google · Proprietary
1221±34.0
107
qwen3.5-flash 阿里巴巴 · Proprietary
1221±38.0
108
grok-code-fast-1 SpaceXAI · Proprietary
1208±61.0
109
devstral-2 Mistral · Modified MIT
1201±44.0
110
granite-4.1-8b IBM · Apache 2.0
1191±35.0
111
mistral-large-3 Mistral · Apache 2.0
1180±63.0
112
grok-4-fast-reasoning SpaceXAI · Proprietary
1157±60.0
113
mercury-2 Inception AI · Proprietary
1157±44.0
114
grok-4.1-thinking SpaceXAI · Proprietary
1157±60.0
115
devstral-medium-2507 Mistral · Proprietary
924±110.0

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