排名 模型
🥇
claude-opus-5-max Anthropic · Proprietary
1685±22.0
🥈
claude-fable-5 Anthropic · Proprietary
1664±21.0
🥉
claude-opus-5-high Anthropic · Proprietary
1653±20.0
4
kimi-k3-max 月之暗面 · Kimi K3 license
1649±33.0
5
grok-4.6-high SpaceXAI · Proprietary · Preliminary
1630±50.0
6
qwen3.8-max 阿里巴巴 · Proprietary · Preliminary
1627±34.0
7
gemini-3.7-flash-high Google · Proprietary · Preliminary
1624±35.0
8
gpt-5.6-sol-xhigh (codex-harness) OpenAI · Proprietary
1616±20.0
9
hy4-preview 腾讯 · Apache 2.0 · Preliminary
1616±55.0
10
qwen3.8-flash-next 阿里巴巴 · qwen-community-1.0 · Preliminary
1594±40.0
11
qwen3.8-27b 阿里巴巴 · Apache 2.0
1586±33.0
12
glm-5.3-max 智谱 ZAI · MIT
1583±36.0
13
grok-4.5 SpaceXAI · Proprietary
1570±23.0
14
claude-opus-4-7 Anthropic · Proprietary
1562±15.0
15
claude-opus-4-6-high Anthropic · Proprietary
1560±14.0
16
deepseek-v4-pro-high-20260813 DeepSeek · MIT
1559±34.0
17
claude-opus-4-8-high Anthropic · Proprietary
1555±18.0
18
claude-opus-4-7-high Anthropic · Proprietary
1554±15.0
19
claude-opus-4-6 Anthropic · Proprietary
1550±13.0
20
gpt-5.5-xhigh (codex-harness) OpenAI · Proprietary
1548±16.0
21
glm-5.3-flash 智谱 ZAI · MIT
1545±46.0
22
gpt-5.6-terra-xhigh (codex-harness) OpenAI · Proprietary
1543±24.0
23
deepseek-v4-flash-high DeepSeek · MIT
1543±29.0
24
muse-spark-1.1 Meta · Proprietary
1542±23.0
25
gemini-3.6-flash-high Google · Proprietary
1541±22.0
26
gpt-5.5-high (codex-harness) OpenAI · Proprietary
1538±15.0
27
muse-spark-1.2 (xHigh) Meta · Proprietary
1537±41.0
28
glm-5.2-max 智谱 ZAI · MIT
1537±19.0
29
claude-sonnet-4-6 Anthropic · Proprietary
1529±12.0
30
claude-opus-4-8 Anthropic · Proprietary
1526±16.0
31
gpt-5.6-luna-xhigh (codex-harness) OpenAI · Proprietary
1524±23.0
32
gemini-3.5-flash-medium Google · Proprietary
1522±18.0
33
claude-sonnet-5-high Anthropic · Proprietary
1522±21.0
34
qwen3.7-max-20260517 阿里巴巴 · Proprietary
1521±20.0
35
gemini-3.5-flash-high Google · Proprietary
1521±20.0
36
glm-5.1 智谱 ZAI · MIT
1520±19.0
37
claude-opus-4-5-20251101-high-32k Anthropic · Proprietary
1512±13.0
38
gpt-5.5 (codex-harness) OpenAI · Proprietary
1500±15.0
39
qwen3.6-max-preview 阿里巴巴 · Proprietary
1496±35.0
40
kimi-k2.6 月之暗面 · Modified MIT
1494±19.0
41
gemini-3.1-pro-preview Google · Proprietary
1491±13.0
42
seed-2.1-pro-preview 字节跳动 · Proprietary
1491±20.0
43
claude-opus-4-5-20251101 Anthropic · Proprietary
1481±12.0
44
mimo-v2.5-pro 小米 · MIT
1479±15.0
45
gpt-5.4-high (codex-harness) OpenAI · Proprietary
1478±62.0
46
gpt-5.4-medium (codex-harness) OpenAI · Proprietary
1475±54.0
47
deepseek-v4-pro-high-preview DeepSeek · MIT
1471±16.0
48
gemini-3-pro Google · Proprietary
1469±11.0
49
hy3 腾讯 · Apache 2.0
1468±35.0
50
qwen3.6-plus 阿里巴巴 · Proprietary
1464±14.0
51
minimax-m3 MiniMax · MiniMax Community License
1463±17.0
52
kimi-k2.7-code 月之暗面 · Modified MIT
1462±25.0
53
glm-5 智谱 ZAI · MIT
1453±22.0
54
glm-4.7 智谱 ZAI · MIT
1446±14.0
55
gemini-3-flash Google · Proprietary
1443±12.0
56
mimo-v2-pro 小米 · Proprietary
1439±21.0
57
deepseek-v4-pro DeepSeek · MIT
1436±17.0
58
kimi-k2.5-thinking 月之暗面 · Modified MIT
1429±13.0
59
mimo-v2.5 小米 · MIT
1429±16.0
60
gpt-5-medium OpenAI · Proprietary
1429±17.0
61
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1427±32.0
62
gpt-5.2 OpenAI · Proprietary
1427±24.0
63
gpt-5.4 OpenAI · Proprietary
1424±40.0
64
gpt-5.4-mini-high OpenAI · Proprietary
1422±17.0
65
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1421±38.0
66
deepseek-v4-flash-high-preview DeepSeek · MIT
1420±19.0
67
minimax-m2.5 MiniMax · Modified MIT
1414±21.0
68
kimi-k2.5-instant 月之暗面 · Modified MIT
1413±29.0
69
qwen3.5-397b-a17b 阿里巴巴 · Apache 2.0
1409±13.0
70
minimax-m2.7 MiniMax · Modified MIT
1405±15.0
71
gpt-5.1-medium OpenAI · Proprietary
1401±13.0
72
minimax-m2.1-preview MiniMax · MIT
1401±13.0
73
Inkling Small Thinky · Apache 2.0
1401±28.0
74
claude-sonnet-4-5-20250929-high-32k Anthropic · Proprietary
1399±11.0
75
gemini-3-flash (thinking-minimal) Google · Proprietary
1398±10.0
76
claude-opus-4-1-20250805 Anthropic · Proprietary
1398±12.0
77
solar-pro4 Upstage · Proprietary
1395±48.0
78
qwen3.5-27b 阿里巴巴 · Apache 2.0
1394±21.0
79
claude-sonnet-4-5-20250929 Anthropic · Proprietary
1391±11.0
80
inkling Thinky · Apache 2.0
1390±22.0
81
muse-glimmer Meta · Apache-2.0
1386±48.0
82
gemma-4-26b-a4b Google · Apache 2.0
1372±45.0
83
gemma-4-31b Google · Apache 2.0
1371±19.0
84
deepseek-v3.2-thinking DeepSeek · MIT
1369±14.0
85
grok-4.20-beta-0309-reasoning SpaceXAI · Proprietary
1368±16.0
86
glm-5v-turbo 智谱 ZAI · Proprietary
1364±46.0
87
gpt-5.1 OpenAI · Proprietary
1364±11.0
88
grok-4.3 SpaceXAI · Proprietary
1363±16.0
89
hunyuan-hy3-preview 腾讯 · tencent-hunyuan-community
1358±44.0
90
qwen3.5-122b-a10b 阿里巴巴 · Apache 2.0
1358±21.0
91
mimo-v2-flash (non-thinking) 小米 · MIT
1354±14.0
92
glm-4.6 智谱 ZAI · MIT
1350±12.0
93
gpt-5.2-codex OpenAI · Proprietary
1349±15.0
94
gpt-5.1-codex OpenAI · Proprietary
1345±13.0
95
mimo-v2-flash (thinking) 小米 · MIT
1345±23.0
96
kimi-k2-thinking-turbo 月之暗面 · Modified MIT
1326±11.0
97
laguna-m.1 Poolside · Apache 2.0
1323±27.0
98
mistral-medium-3.5 Mistral · Modified MIT
1316±42.0
99
claude-haiku-4-5-20251001 Anthropic · Proprietary
1316±9.0
100
minimax-m2 MiniMax · Apache 2.0
1307±12.0
101
deepseek-v3.2 DeepSeek · MIT
1304±12.0
102
qwen3.5-35b-a3b 阿里巴巴 · Apache 2.0
1298±46.0
103
qwen3.5-flash 阿里巴巴 · Proprietary
1293±60.0
104
qwen3-coder-480b-a35b-instruct 阿里巴巴 · Apache 2.0
1286±11.0
105
gemini-3.1-flash-lite-preview Google · Proprietary
1282±17.0
106
deepseek-v3.2-exp DeepSeek · MIT
1281±15.0
107
laguna-xs.2 Poolside · Apache 2.0
1280±31.0
108
KAT-Coder-Pro-V1 · Proprietary
1264±21.0
109
gpt-5.1-codex-mini OpenAI · Proprietary
1253±23.0
110
grok-4-1-fast-reasoning SpaceXAI · Proprietary
1253±14.0
111
trinity-large-thinking · Apache 2.0
1241±50.0
112
mistral-large-3 Mistral · Apache 2.0
1238±27.0
113
gemini-2.5-pro Google · Proprietary
1234±17.0
114
grok-4.1-thinking SpaceXAI · Proprietary
1221±26.0
115
devstral-2 Mistral · Modified MIT
1217±24.0
116
granite-4.1-8b IBM · Apache 2.0
1212±49.0
117
mercury-2 Inception AI · Proprietary
1198±68.0
118
grok-code-fast-1 SpaceXAI · Proprietary
1172±29.0
119
grok-4-fast-reasoning SpaceXAI · Proprietary
1170±28.0
120
devstral-medium-2507 Mistral · Proprietary
1089±31.0

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