排名 ⇕ 模型 ⇕
› 🥇
Claude Opus 5.5 (Max) Anthropic · Proprietary
1810±22.0
› 🥈
Claude Sonnet 5.5 (xHigh) Anthropic · Proprietary
1759±20.0
› 🥉
Claude Fable 5.1 (Max) Anthropic · Proprietary
1741±14.0
› 4
GPT-6 Astra (Max) OpenAI · Proprietary
1724±17.0
› 5
Muse Wonder Full (Max) Meta · Proprietary
1718±27.0
› 6
Gemini 4 Carbon (High) Google · Proprietary · Preliminary
1712±28.0
› 7
Kimi K3.1 Pro (Max) 月之暗面 · Proprietary · Preliminary
1705±28.0
› 8
GPT-6.1 Sol (Max) OpenAI · Proprietary
1704±20.0
› 9
Kimi K3 (Max) 月之暗面 · Kimi K3 license
1680±9.0
› 10
Claude Opus 5 (Max) Anthropic · Proprietary
1680±10.0
› 11
Claude Sonnet 5.5 (High) Anthropic · Proprietary
1675±16.0
› 12
DeepSeek-V4.1-Flash-20261017 (Max) DeepSeek · MIT
1670±15.0
› 13
Qwen3.8-Max 阿里巴巴 · Proprietary · Preliminary
1670±21.0
› 14
Qwen3.8-Max (0902) 阿里巴巴 · Proprietary · Preliminary
1670±10.0
› 15
GPT-6.1 Terra (Max) OpenAI · Proprietary
1659±31.0
› 16
Muse Wonder (Max) Meta · Proprietary
1657±21.0
› 17
GPT-6 Sol (Max) OpenAI · Proprietary
1650±17.0
› 18
Claude Opus 5 (High) Anthropic · Proprietary
1646±8.0
› 19
GLM-5.3 (Max) 智谱 ZAI · MIT
1643±12.0
› 20
Grok 4.7 (xHigh) SpaceXAI · Proprietary
1643±16.0
› 21
Muse Spark 1.3 (Max) Meta · Proprietary
1643±12.0
› 22
Qwen3.8-Flash-Next 阿里巴巴 · qwen-community-1.0 · Preliminary
1637±13.0
› 23
MiMo-V2.6-Pro 小米 · MIT
1631±15.0
› 24
MiMo-V2.6-Flash 小米 · MIT
1631±15.0
› 25
GLM-5.3-Flash 智谱 ZAI · MIT
1625±9.0
› 26
Muse Spark 1.3 (xHigh) Meta · Proprietary
1623±13.0
› 27
Claude Fable 5 (High) Anthropic · Proprietary
1623±10.0
› 28
GPT-5.6 Sol (xHigh, Codex Harness) OpenAI · Proprietary
1622±9.0
› 29
Grok 4.6 (High) SpaceXAI · Proprietary
1621±12.0
› 30
Gemini 4 Argon (High) Google · Proprietary
1621±22.0
› 31
GLM-5.2 (Max) 智谱 ZAI · MIT
1620±10.0
› 32
DeepSeek-V4.1-Flash-20260910 (Max) DeepSeek · MIT
1619±20.0
› 33
Hy4 preview 腾讯 · Apache 2.0 · Preliminary
1616±18.0
› 34
Qwen3.8-27B 阿里巴巴 · Apache 2.0
1609±10.0
› 35
DeepSeek-V4-Flash (High) DeepSeek · MIT
1607±18.0
› 36
DeepSeek-V4-Pro (High, 20260813) DeepSeek · MIT
1593±18.0
› 37
Step 5 Preview (High) 阶跃星辰 · Proprietary
1592±16.0
› 38
MiniMax-M3.1-Flash MiniMax · MiniMax Community License · Preliminary
1592±22.0
› 39
GPT-6 Luna (Max) OpenAI · Proprietary
1572±9.0
› 40
Mistral Large 4 Mistral · Proprietary
1567±20.0
› 41
Claude Opus 4.7 (High) Anthropic · Proprietary
1564±9.0
› 42
Gemini 3.8 Flash (High) Google · Proprietary · Preliminary
1564±12.0
› 43
Claude Haiku 5.5 (High) Anthropic · Proprietary
1562±17.0
› 44
Claude Opus 4.7 Anthropic · Proprietary
1561±9.0
› 45
Claude Sonnet 5 (High) Anthropic · Proprietary
1556±10.0
› 46
Grok 4.5 SpaceXAI · Proprietary
1555±11.0
› 47
Gemini 3.7 Flash (High) Google · Proprietary · Preliminary
1553±11.0
› 48
Claude Opus 4.8 (High) Anthropic · Proprietary
1547±9.0
› 49
Seed2.1 Pro Preview 字节跳动 · Proprietary
1539±10.0
› 50
Muse Spark 1.1 Meta · Proprietary
1537±13.0
› 51
GPT-5.6 Luna (xHigh, Codex Harness) OpenAI · Proprietary
1536±11.0
› 52
Muse Spark Open (Max) Meta · muse-model-license
1535±29.0
› 53
Qwen3.7-Max (20260517) 阿里巴巴 · Proprietary
1535±12.0
› 54
Claude Opus 4.8 Anthropic · Proprietary
1534±9.0
› 55
Claude Opus 4.6 (High) Anthropic · Proprietary
1534±9.0
› 56
Claude Opus 4.6 Anthropic · Proprietary
1533±8.0
› 57
GPT-5.6 Terra (xHigh, Codex Harness) OpenAI · Proprietary
1531±10.0
› 58
Gemini 3.6 Flash (High) Google · Proprietary
1526±13.0
› 59
Kimi K2.6 月之暗面 · Modified MIT
1524±11.0
› 60
Muse Spark 1.2 (xHigh) Meta · Proprietary
1522±25.0
› 61
Claude Sonnet 4.6 Anthropic · Proprietary
1522±8.0
› 62
Hy3 腾讯 · Apache 2.0
1513±14.0
› 63
Spark-X2.6 XHToken · Proprietary · Preliminary
1511±36.0
› 64
MiniMax-M3 MiniMax · MiniMax Community License
1510±9.0
› 65
GPT-5.5 (xHigh, Codex Harness) OpenAI · Proprietary
1507±9.0
› 66
GLM-5.1 智谱 ZAI · MIT
1500±11.0
› 67
Kimi K2.7 Code 月之暗面 · Modified MIT
1497±17.0
› 68
Gemini 3.5 Flash (High) Google · Proprietary
1493±12.0
› 69
gemini-3.5-flash Google · Proprietary · Preliminary
1490±28.0
› 70
GPT-5.5 (High, Codex Harness) OpenAI · Proprietary
1488±9.0
› 71
Claude Opus 4.5 (High, 32K, 20251101) Anthropic · Proprietary
1485±13.0
› 72
Qwen3.6-Max-Preview 阿里巴巴 · Proprietary
1479±21.0
› 73
Beam 1.0 501B A23B Reflection · Apache 2.0
1474±23.0
› 74
Gemini 3.5 Flash (Medium) Google · Proprietary
1472±11.0
› 75
MiMo-V2.5-Pro 小米 · MIT
1469±8.0
› 76
Claude Opus 4.5 (20251101) Anthropic · Proprietary
1468±11.0
› 77
DeepSeek-V4-Pro Preview (High) DeepSeek · MIT
1467±10.0
› 78
Gemini 3 Pro Google · Proprietary
1459±12.0
› 79
Inkling Thinky · Apache 2.0
1459±10.0
› 80
GPT-5.5 (Codex Harness) OpenAI · Proprietary
1458±10.0
› 81
Gemini 3.1 Pro Preview Google · Proprietary
1458±8.0
› 82
DeepSeek-V4-Pro DeepSeek · MIT
1458±10.0
› 83
Qwen3.6-Plus 阿里巴巴 · Proprietary
1458±9.0
› 84
Kimi K2.5 (Thinking) 月之暗面 · Modified MIT
1454±8.0
› 85
Gemini 3 Flash Google · Proprietary
1449±13.0
› 86
GLM-4.7 智谱 ZAI · MIT
1447±20.0
› 87
GPT-5.4 (High, Codex Harness) OpenAI · Proprietary
1447±32.0
› 88
Inkling-Small Thinky · Apache 2.0
1446±17.0
› 89
MiMo-V2.5 小米 · MIT
1444±10.0
› 90
Kimi K2.5 (Instant) 月之暗面 · Modified MIT
1441±21.0
› 91
GPT-5.4 (Medium, Codex Harness) OpenAI · Proprietary
1437±30.0
› 92
DeepSeek-V4-Flash Preview (High) DeepSeek · MIT
1435±11.0
› 93
GLM-5 智谱 ZAI · MIT
1434±13.0
› 94
MiMo-V2-Pro 小米 · Proprietary
1432±13.0
› 95
GPT-5 (Medium) OpenAI · Proprietary
1431±26.0
› 96
MiniMax-M2.7 MiniMax · Modified MIT
1407±9.0
› 97
NVIDIA-Nemotron-3.5-Super-VL-120B-A12B (NVFP4) NVIDIA · OpenMDW-1.1
1405±24.0
› 98
Qwen3.5-397B-A17B 阿里巴巴 · Apache 2.0
1399±8.0
› 99
MiniMax-M2.1 Preview MiniMax · MIT
1399±14.0
› 100
GPT-5.1 (Medium) OpenAI · Proprietary
1398±20.0
› 101
GLM-5V-Turbo 智谱 ZAI · Proprietary
1397±24.0
› 102
Grok 4.20 Beta (Reasoning, 0309) SpaceXAI · Proprietary
1394±9.0
› 103
GPT-5.2 OpenAI · Proprietary
1394±41.0
› 104
GPT-5.4 mini (High) OpenAI · Proprietary
1393±11.0
› 105
Gemini 3 Flash (Minimal) Google · Proprietary
1391±8.0
› 106
GPT-5.3-Codex (Codex Harness) OpenAI · Proprietary
1391±23.0
› 107
Gemma 4 26B A4B Google · Apache 2.0
1389±27.0
› 108
Claude Sonnet 4.5 (High, 32K, 20250929) Anthropic · Proprietary
1385±12.0
› 109
Solar Pro 4 Upstage · Proprietary
1384±19.0
› 110
MiniMax-M2.5 MiniMax · Modified MIT
1384±14.0
› 111
Claude Sonnet 4.5 (20250929) Anthropic · Proprietary
1383±11.0
› 112
GPT-5.4 OpenAI · Proprietary
1383±19.0
› 113
Gemma 4 31B Google · Apache 2.0
1383±10.0
› 114
Muse Glimmer Meta · Apache-2.0
1382±30.0
› 115
Qwen3.5-122B-A10B 阿里巴巴 · Apache 2.0
1377±13.0
› 116
Grok 4.3 SpaceXAI · Proprietary
1371±10.0
› 117
Claude Opus 4.1 (20250805) Anthropic · Proprietary
1368±17.0
› 118
Qwen3.5-27B 阿里巴巴 · Apache 2.0
1368±13.0
› 119
DeepSeek-V3.2 (Thinking) DeepSeek · MIT
1368±14.0
› 120
GPT-5.3-Codex (Codex Harness) OpenAI · Proprietary
1358±19.0
› 121
GPT-5.2-Codex OpenAI · Proprietary
1355±14.0
› 122
GPT-5.1 OpenAI · Proprietary
1355±13.0
› 123
Laguna M.1 Poolside · Apache 2.0
1352±16.0
› 124
GPT-5.1-Codex OpenAI · Proprietary
1349±19.0
› 125
GLM-4.6 智谱 ZAI · MIT
1349±17.0
› 126
Hy3 preview 腾讯 · tencent-hunyuan-community
1345±30.0
› 127
MiMo-V2-Flash (Non-Thinking) 小米 · MIT
1341±16.0
› 128
DeepSeek-V3.2 DeepSeek · MIT
1335±13.0
› 129
Kimi K2 Thinking Turbo 月之暗面 · Modified MIT
1333±11.0
› 130
Claude Haiku 4.5 (20251001) Anthropic · Proprietary
1322±8.0
› 131
MiMo-V2-Flash (Thinking) 小米 · MIT
1317±28.0
› 132
Laguna XS.2 Poolside · Apache 2.0
1309±19.0
› 133
MiniMax-M2 MiniMax · Apache 2.0
1308±17.0
› 134
Qwen3-Coder-480B-A35B-Instruct 阿里巴巴 · Apache 2.0
1289±12.0
› 135
Qwen3.5-Flash 阿里巴巴 · Proprietary
1284±34.0
› 136
DeepSeek-V3.2-Exp DeepSeek · MIT
1271±23.0
› 137
Mistral Medium 3.5 Mistral · Modified MIT
1270±25.0
› 138
Qwen3.5-35B-A3B 阿里巴巴 · Apache 2.0
1261±31.0
› 139
Grok 4.1 Fast (Reasoning) SpaceXAI · Proprietary
1258±17.0
› 140
KAT-Coder-Pro V1 · Proprietary
1254±38.0
› 141
Mistral Large 3 Mistral · Apache 2.0
1252±44.0
› 142
Gemini 3.1 Flash-Lite Preview Google · Proprietary
1248±11.0
› 143
GPT-5.1-Codex-Mini OpenAI · Proprietary
1245±37.0
› 144
Trinity Large Thinking · Apache 2.0
1241±35.0
› 145
Gemini 2.5 Pro Google · Proprietary
1230±27.0
› 146
Devstral 2 Mistral · Modified MIT
1221±35.0
› 147
Grok 4.1 (Thinking) SpaceXAI · Proprietary
1212±47.0
› 148
Granite 4.1 8B IBM · Apache 2.0
1205±31.0
› 149
Grok Code Fast 1 SpaceXAI · Proprietary
1171±54.0
› 150
Grok 4 Fast (Reasoning) SpaceXAI · Proprietary
1159±54.0
› 151
Mercury 2 Inception AI · Proprietary
1154±43.0
› 152
Devstral Medium (2507) Mistral · Proprietary
1115±50.0

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