排名 模型
🥇
claude-opus-5-max Anthropic · Proprietary
1709±11.0
🥈
kimi-k3-max 月之暗面 · Kimi K3 license
1692±14.0
🥉
claude-opus-5-high Anthropic · Proprietary
1680±10.0
4
qwen3.8-max 阿里巴巴 · Proprietary · Preliminary
1678±15.0
5
grok-4.6-high SpaceXAI · Proprietary · Preliminary
1639±21.0
6
claude-fable-5 Anthropic · Proprietary
1629±9.0
7
gpt-5.6-sol-xhigh (codex-harness) OpenAI · Proprietary
1626±9.0
8
glm-5.3-max 智谱 ZAI · MIT
1605±20.0
9
glm-5.2-max 智谱 ZAI · MIT
1594±9.0
10
deepseek-v4-pro-high-20260813 DeepSeek · MIT
1589±15.0
11
deepseek-v4-flash-high DeepSeek · MIT
1583±13.0
12
gemini-3.7-flash-high Google · Proprietary · Preliminary
1582±16.0
13
claude-opus-4-8-high Anthropic · Proprietary
1563±8.0
14
grok-4.5 SpaceXAI · Proprietary
1559±10.0
15
claude-opus-4-7-high Anthropic · Proprietary
1558±7.0
16
claude-opus-4-7 Anthropic · Proprietary
1555±7.0
17
claude-sonnet-5-high Anthropic · Proprietary
1543±9.0
18
claude-opus-4-8 Anthropic · Proprietary
1541±8.0
19
claude-opus-4-6-high Anthropic · Proprietary
1539±6.0
20
muse-spark-1.1 Meta · Proprietary
1530±10.0
21
gemini-3.6-flash-high Google · Proprietary
1529±10.0
22
claude-opus-4-6 Anthropic · Proprietary
1529±6.0
23
muse-spark-1.2 (xHigh) Meta · Proprietary
1529±17.0
24
hy3 腾讯 · Apache 2.0
1528±15.0
25
seed-2.1-pro-preview 字节跳动 · Proprietary
1524±9.0
26
qwen3.7-max-20260517 阿里巴巴 · Proprietary
1514±9.0
27
claude-sonnet-4-6 Anthropic · Proprietary
1513±6.0
28
gpt-5.6-terra-xhigh (codex-harness) OpenAI · Proprietary
1511±11.0
29
gpt-5.6-luna-xhigh (codex-harness) OpenAI · Proprietary
1505±11.0
30
glm-5.1 智谱 ZAI · MIT
1505±8.0
31
kimi-k2.6 月之暗面 · Modified MIT
1504±8.0
32
gpt-5.5-xhigh (codex-harness) OpenAI · Proprietary
1500±7.0
33
gemini-3.5-flash-high Google · Proprietary
1492±9.0
34
minimax-m3 MiniMax · MiniMax Community License
1485±8.0
35
gemini-3.5-flash-medium Google · Proprietary
1483±8.0
36
claude-opus-4-5-20251101-high-32k Anthropic · Proprietary
1480±11.0
37
gpt-5.5-high (codex-harness) OpenAI · Proprietary
1477±7.0
38
kimi-k2.7-code 月之暗面 · Modified MIT
1473±11.0
39
qwen3.6-max-preview 阿里巴巴 · Proprietary
1470±14.0
40
mimo-v2.5-pro 小米 · MIT
1464±7.0
41
claude-opus-4-5-20251101 Anthropic · Proprietary
1456±9.0
42
deepseek-v4-pro-high-preview DeepSeek · MIT
1454±7.0
43
qwen3.6-plus 阿里巴巴 · Proprietary
1454±7.0
44
gpt-5.4-high (codex-harness) OpenAI · Proprietary
1453±20.0
45
gpt-5.5 (codex-harness) OpenAI · Proprietary
1446±7.0
46
deepseek-v4-pro DeepSeek · MIT
1439±7.0
47
gemini-3.1-pro-preview Google · Proprietary
1436±6.0
48
gemini-3-flash Google · Proprietary
1429±12.0
49
gpt-5.4-medium (codex-harness) OpenAI · Proprietary
1429±20.0
50
kimi-k2.5-thinking 月之暗面 · Modified MIT
1429±6.0
51
glm-4.7 智谱 ZAI · MIT
1429±70.0
52
mimo-v2-pro 小米 · Proprietary
1426±9.0
53
mimo-v2.5 小米 · MIT
1426±7.0
54
gemini-3.5-flash-lite Google · Proprietary
1425±54.0
55
glm-5 智谱 ZAI · MIT
1425±9.0
56
deepseek-v4-flash-high-preview DeepSeek · MIT
1422±8.0
57
inkling Thinky · Apache 2.0
1399±9.0
58
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1398±15.0
59
gemini-3-pro Google · Proprietary
1396±13.0
60
Inkling Small Thinky · Apache 2.0
1394±13.0
61
kimi-k2.5-instant 月之暗面 · Modified MIT
1391±13.0
62
minimax-m2.7 MiniMax · Modified MIT
1388±7.0
63
qwen3.5-397b-a17b 阿里巴巴 · Apache 2.0
1387±6.0
64
gpt-5.4-mini-high OpenAI · Proprietary
1387±7.0
65
gpt-5.4 OpenAI · Proprietary
1387±17.0
66
claude-sonnet-4-5-20250929-high-32k Anthropic · Proprietary
1385±11.0
67
glm-5v-turbo 智谱 ZAI · Proprietary
1384±17.0
68
claude-sonnet-4-5-20250929 Anthropic · Proprietary
1383±10.0
69
gemini-3-flash (thinking-minimal) Google · Proprietary
1374±6.0
70
minimax-m2.5 MiniMax · Modified MIT
1372±9.0
71
minimax-m2.1-preview MiniMax · MIT
1368±15.0
72
grok-4.20-beta-0309-reasoning SpaceXAI · Proprietary
1367±7.0
73
solar-pro4 Upstage · Proprietary
1357±21.0
74
gemma-4-31b Google · Apache 2.0
1356±8.0
75
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1355±12.0
76
gemma-4-26b-a4b Google · Apache 2.0
1353±19.0
77
grok-4.3 SpaceXAI · Proprietary
1353±7.0
78
muse-glimmer Meta · Apache-2.0
1351±19.0
79
deepseek-v3.2-thinking DeepSeek · MIT
1350±12.0
80
qwen3.5-122b-a10b 阿里巴巴 · Apache 2.0
1349±8.0
81
hunyuan-hy3-preview 腾讯 · tencent-hunyuan-community
1348±19.0
82
qwen3.5-27b 阿里巴巴 · Apache 2.0
1345±9.0
83
laguna-m.1 Poolside · Apache 2.0
1338±11.0
84
deepseek-v3.2 DeepSeek · MIT
1335±10.0
85
gpt-5.2-codex OpenAI · Proprietary
1329±11.0
86
claude-haiku-4-5-20251001 Anthropic · Proprietary
1324±6.0
87
kimi-k2-thinking-turbo 月之暗面 · Modified MIT
1316±10.0
88
mimo-v2-flash (non-thinking) 小米 · MIT
1309±15.0
89
gpt-5.1 OpenAI · Proprietary
1304±14.0
90
laguna-xs.2 Poolside · Apache 2.0
1295±12.0
91
qwen3-coder-480b-a35b-instruct 阿里巴巴 · Apache 2.0
1257±11.0
92
mistral-medium-3.5 Mistral · Modified MIT
1255±17.0
93
gemini-3.1-flash-lite-preview Google · Proprietary
1243±8.0
94
qwen3.5-35b-a3b 阿里巴巴 · Apache 2.0
1234±19.0
95
trinity-large-thinking · Apache 2.0
1233±22.0
96
mimo-v2-flash (thinking) 小米 · MIT
1231±24.0
97
qwen3.5-flash 阿里巴巴 · Proprietary
1224±21.0
98
grok-4-1-fast-reasoning SpaceXAI · Proprietary
1222±20.0
99
granite-4.1-8b IBM · Apache 2.0
1179±21.0
100
mercury-2 Inception AI · Proprietary
1156±27.0
101
devstral-2 Mistral · Modified MIT
1139±51.0

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