排名 模型
🥇
gpt-6-astra-max OpenAI · Proprietary
1880±30.0
🥈
claude-fable-5.1-max Anthropic · Proprietary
1877±28.0
🥉
claude-opus-5-max Anthropic · Proprietary
1769±13.0
4
qwen3.8-max-0902 阿里巴巴 · Proprietary · Preliminary
1752±28.0
5
qwen3.8-max 阿里巴巴 · Proprietary · Preliminary
1737±24.0
6
claude-opus-5-high Anthropic · Proprietary
1731±12.0
7
muse-spark-1.3-max Meta · Proprietary
1724±23.0
8
kimi-k3-max 月之暗面 · Kimi K3 license
1716±21.0
9
qwen3.8-flash-next 阿里巴巴 · qwen-community-1.0 · Preliminary
1705±24.0
10
claude-fable-5-high Anthropic · Proprietary
1701±13.0
11
hy4-preview 腾讯 · Apache 2.0 · Preliminary
1691±25.0
12
gpt-5.6-sol-xhigh (codex-harness) OpenAI · Proprietary
1678±12.0
13
grok-4.6-high SpaceXAI · Proprietary
1671±20.0
14
muse-spark-1.3 (xHigh) Meta · Proprietary
1660±26.0
15
glm-5.3-flash 智谱 ZAI · MIT
1658±23.0
16
glm-5.3-max 智谱 ZAI · MIT
1651±21.0
17
deepseek-v4.1-flash-max DeepSeek · MIT
1649±33.0
18
qwen3.8-27b 阿里巴巴 · Apache 2.0
1637±18.0
19
gemini-3.7-flash-high Google · Proprietary · Preliminary
1635±22.0
20
glm-5.2-max 智谱 ZAI · MIT
1630±13.0
21
gemini-3.8-flash-high Google · Proprietary · Preliminary
1616±25.0
22
claude-opus-4-8-high Anthropic · Proprietary
1608±11.0
23
deepseek-v4-pro-high-20260813 DeepSeek · MIT
1607±19.0
24
deepseek-v4-flash-high DeepSeek · MIT
1602±17.0
25
grok-4.5 SpaceXAI · Proprietary
1592±14.0
26
claude-opus-4-7 Anthropic · Proprietary
1589±10.0
27
claude-opus-4-7-high Anthropic · Proprietary
1589±10.0
28
claude-opus-4-6-high Anthropic · Proprietary
1583±10.0
29
claude-sonnet-5-high Anthropic · Proprietary
1572±13.0
30
claude-opus-4-8 Anthropic · Proprietary
1571±11.0
31
muse-spark-1.2 (xHigh) Meta · Proprietary
1570±27.0
32
claude-opus-4-6 Anthropic · Proprietary
1567±10.0
33
gpt-5.5-xhigh (codex-harness) OpenAI · Proprietary
1556±11.0
34
gemini-3.6-flash-high Google · Proprietary
1549±14.0
35
muse-spark-1.1 Meta · Proprietary
1545±14.0
36
hy3 腾讯 · Apache 2.0
1543±21.0
37
glm-5.1 智谱 ZAI · MIT
1542±14.0
38
gpt-5.6-terra-xhigh (codex-harness) OpenAI · Proprietary
1542±14.0
39
claude-sonnet-4-6 Anthropic · Proprietary
1541±9.0
40
qwen3.7-max-20260517 阿里巴巴 · Proprietary
1537±14.0
41
gpt-5.5-high (codex-harness) OpenAI · Proprietary
1531±10.0
42
claude-opus-4-5-20251101-high-32k Anthropic · Proprietary
1529±15.0
43
gemini-3.5-flash-high Google · Proprietary
1528±13.0
44
seed-2.1-pro-preview 字节跳动 · Proprietary
1527±13.0
45
gemini-3.5-flash-medium Google · Proprietary
1523±12.0
46
gpt-5.6-luna-xhigh (codex-harness) OpenAI · Proprietary
1513±14.0
47
qwen3.6-max-preview 阿里巴巴 · Proprietary
1506±27.0
48
gpt-5.4-high (codex-harness) OpenAI · Proprietary
1503±42.0
49
kimi-k2.6 月之暗面 · Modified MIT
1499±15.0
50
mimo-v2.5-pro 小米 · MIT
1495±10.0
51
gpt-5.5 (codex-harness) OpenAI · Proprietary
1487±11.0
52
claude-opus-4-5-20251101 Anthropic · Proprietary
1482±13.0
53
kimi-k2.7-code 月之暗面 · Modified MIT
1476±18.0
54
minimax-m3 MiniMax · MiniMax Community License
1476±11.0
55
deepseek-v4-pro-high-preview DeepSeek · MIT
1472±12.0
56
gpt-5.4-medium (codex-harness) OpenAI · Proprietary
1471±42.0
57
qwen3.6-plus 阿里巴巴 · Proprietary
1469±10.0
58
gemini-3.1-pro-preview Google · Proprietary
1466±9.0
59
gemini-3-flash Google · Proprietary
1455±15.0
60
gemini-3-pro Google · Proprietary
1454±14.0
61
deepseek-v4-pro DeepSeek · MIT
1450±12.0
62
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1446±28.0
63
mimo-v2-pro 小米 · Proprietary
1438±17.0
64
gpt-5.2 OpenAI · Proprietary
1437±46.0
65
deepseek-v4-flash-high-preview DeepSeek · MIT
1435±13.0
66
gpt-5-medium OpenAI · Proprietary
1435±26.0
67
glm-5 智谱 ZAI · MIT
1434±17.0
68
mimo-v2.5 小米 · MIT
1432±11.0
69
kimi-k2.5-thinking 月之暗面 · Modified MIT
1427±10.0
70
glm-4.7 智谱 ZAI · MIT
1427±22.0
71
claude-opus-4-1-20250805 Anthropic · Proprietary
1424±17.0
72
gpt-5.4-mini-high OpenAI · Proprietary
1421±13.0
73
gpt-5.4 OpenAI · Proprietary
1408±25.0
74
glm-5v-turbo 智谱 ZAI · Proprietary
1407±27.0
75
kimi-k2.5-instant 月之暗面 · Modified MIT
1406±24.0
76
claude-sonnet-4-5-20250929-high-32k Anthropic · Proprietary
1403±13.0
77
gpt-5.1-medium OpenAI · Proprietary
1403±19.0
78
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1400±25.0
79
qwen3.5-397b-a17b 阿里巴巴 · Apache 2.0
1400±9.0
80
gemini-3-flash (thinking-minimal) Google · Proprietary
1393±9.0
81
claude-sonnet-4-5-20250929 Anthropic · Proprietary
1393±12.0
82
inkling Thinky · Apache 2.0
1383±13.0
83
minimax-m2.7 MiniMax · Modified MIT
1383±11.0
84
minimax-m2.5 MiniMax · Modified MIT
1382±17.0
85
Inkling Small Thinky · Apache 2.0
1375±17.0
86
minimax-m2.1-preview MiniMax · MIT
1372±17.0
87
hunyuan-hy3-preview 腾讯 · tencent-hunyuan-community
1360±37.0
88
solar-pro4 Upstage · Proprietary
1357±32.0
89
grok-4.3 SpaceXAI · Proprietary
1355±11.0
90
grok-4.20-beta-0309-reasoning SpaceXAI · Proprietary
1354±12.0
91
gemma-4-31b Google · Apache 2.0
1352±13.0
92
gemma-4-26b-a4b Google · Apache 2.0
1352±43.0
93
qwen3.5-122b-a10b 阿里巴巴 · Apache 2.0
1351±16.0
94
gpt-5.1 OpenAI · Proprietary
1350±14.0
95
qwen3.5-27b 阿里巴巴 · Apache 2.0
1345±17.0
96
deepseek-v3.2-thinking DeepSeek · MIT
1344±18.0
97
gpt-5.1-codex OpenAI · Proprietary
1339±19.0
98
muse-glimmer Meta · Apache-2.0
1336±29.0
99
glm-4.6 智谱 ZAI · MIT
1334±17.0
100
laguna-m.1 Poolside · Apache 2.0
1333±19.0
101
gpt-5.2-codex OpenAI · Proprietary
1332±18.0
102
mimo-v2-flash (non-thinking) 小米 · MIT
1324±19.0
103
claude-haiku-4-5-20251001 Anthropic · Proprietary
1317±9.0
104
kimi-k2-thinking-turbo 月之暗面 · Modified MIT
1313±13.0
105
deepseek-v3.2 DeepSeek · MIT
1298±15.0
106
laguna-xs.2 Poolside · Apache 2.0
1296±22.0
107
deepseek-v3.2-exp DeepSeek · MIT
1280±21.0
108
minimax-m2 MiniMax · Apache 2.0
1278±17.0
109
mimo-v2-flash (thinking) 小米 · MIT
1271±34.0
110
gemini-3.1-flash-lite-preview Google · Proprietary
1262±13.0
111
qwen3-coder-480b-a35b-instruct 阿里巴巴 · Apache 2.0
1260±13.0
112
KAT-Coder-Pro-V1 · Proprietary
1254±32.0
113
mistral-medium-3.5 Mistral · Modified MIT
1253±34.0
114
trinity-large-thinking · Apache 2.0
1252±44.0
115
gpt-5.1-codex-mini OpenAI · Proprietary
1251±38.0
116
grok-4-1-fast-reasoning SpaceXAI · Proprietary
1240±21.0
117
qwen3.5-35b-a3b 阿里巴巴 · Apache 2.0
1236±36.0
118
grok-4.1-thinking SpaceXAI · Proprietary
1235±43.0
119
gemini-2.5-pro Google · Proprietary
1230±27.0
120
mistral-large-3 Mistral · Apache 2.0
1211±46.0
121
mercury-2 Inception AI · Proprietary
1197±55.0
122
qwen3.5-flash 阿里巴巴 · Proprietary
1195±44.0
123
granite-4.1-8b IBM · Apache 2.0
1183±41.0
124
devstral-2 Mistral · Modified MIT
1169±43.0
125
grok-4-fast-reasoning SpaceXAI · Proprietary
1162±52.0
126
grok-code-fast-1 SpaceXAI · Proprietary
1152±56.0
127
devstral-medium-2507 Mistral · Proprietary
1042±64.0

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