排名 ⇕ 模型 ⇕
› 🥇
claude-opus-5.5-max Anthropic · Proprietary
1818±17.0
› 🥈
gpt-6-astra-max OpenAI · Proprietary
1789±10.0
› 🥉
gpt-6.1-sol-max OpenAI · Proprietary
1759±19.0
› 4
claude-fable-5.1-max Anthropic · Proprietary
1751±10.0
› 5
claude-sonnet-5.5-high Anthropic · Proprietary
1709±16.0
› 6
claude-opus-5-max Anthropic · Proprietary
1694±6.0
› 7
gpt-6-sol-max OpenAI · Proprietary
1689±12.0
› 8
gemini-4-argon-high Google · Proprietary · Preliminary
1679±14.0
› 9
qwen3.8-max 阿里巴巴 · Proprietary · Preliminary
1671±12.0
› 10
qwen3.8-max-0902 阿里巴巴 · Proprietary · Preliminary
1670±8.0
› 11
claude-opus-5-high Anthropic · Proprietary
1660±6.0
› 12
kimi-k3-max 月之暗面 · Kimi K3 license
1658±6.0
› 13
muse-spark-1.3-max Meta · Proprietary
1655±9.0
› 14
qwen3.8-flash-next 阿里巴巴 · qwen-community-1.0 · Preliminary
1638±9.0
› 15
grok-4.7-xhigh SpaceXAI · Proprietary
1636±12.0
› 16
hy4-preview 腾讯 · Apache 2.0 · Preliminary
1633±9.0
› 17
claude-fable-5-high Anthropic · Proprietary
1626±6.0
› 18
muse-spark-1.3 (xHigh) Meta · Proprietary
1623±9.0
› 19
glm-5.3-max 智谱 ZAI · MIT
1622±8.0
› 20
grok-4.6-high SpaceXAI · Proprietary
1620±8.0
› 21
deepseek-v4.1-flash-max DeepSeek · MIT
1620±10.0
› 22
gpt-5.6-sol-xhigh (codex-harness) OpenAI · Proprietary
1619±6.0
› 23
mimo-v2.6-pro 小米 · MIT
1619±12.0
› 24
glm-5.3-flash 智谱 ZAI · MIT
1615±8.0
› 25
glm-5.2-max 智谱 ZAI · MIT
1605±6.0
› 26
gemini-3.7-flash-high Google · Proprietary · Preliminary
1592±7.0
› 27
qwen3.8-27b 阿里巴巴 · Apache 2.0
1590±7.0
› 28
gemini-3.8-flash-high Google · Proprietary · Preliminary
1583±8.0
› 29
deepseek-v4-pro-high-20260813 DeepSeek · MIT
1582±9.0
› 30
gpt-6-luna-max OpenAI · Proprietary
1582±9.0
› 31
deepseek-v4-flash-high DeepSeek · MIT
1581±9.0
› 32
step-5-preview-high 阶跃星辰 · Proprietary
1570±13.0
› 33
claude-opus-4-7-high Anthropic · Proprietary
1557±6.0
› 34
claude-opus-4-7 Anthropic · Proprietary
1556±6.0
› 35
claude-opus-4-8-high Anthropic · Proprietary
1556±6.0
› 36
grok-4.5 SpaceXAI · Proprietary
1552±7.0
› 37
claude-opus-4-6-high Anthropic · Proprietary
1546±5.0
› 38
muse-spark-1.1 Meta · Proprietary
1542±8.0
› 39
claude-sonnet-5-high Anthropic · Proprietary
1540±6.0
› 40
claude-opus-4-6 Anthropic · Proprietary
1537±5.0
› 41
gemini-3.6-flash-high Google · Proprietary
1536±7.0
› 42
claude-opus-4-8 Anthropic · Proprietary
1534±6.0
› 43
muse-spark-1.2 (xHigh) Meta · Proprietary
1532±14.0
› 44
claude-sonnet-4-6 Anthropic · Proprietary
1522±5.0
› 45
gpt-5.6-terra-xhigh (codex-harness) OpenAI · Proprietary
1519±7.0
› 46
gpt-5.6-luna-xhigh (codex-harness) OpenAI · Proprietary
1518±6.0
› 47
seed-2.1-pro-preview 字节跳动 · Proprietary
1517±6.0
› 48
qwen3.7-max-20260517 阿里巴巴 · Proprietary
1515±7.0
› 49
gpt-5.5-xhigh (codex-harness) OpenAI · Proprietary
1512±6.0
› 50
kimi-k2.6 月之暗面 · Modified MIT
1509±7.0
› 51
glm-5.1 智谱 ZAI · MIT
1508±7.0
› 52
hy3 腾讯 · Apache 2.0
1508±9.0
› 53
gemini-3.5-flash-high Google · Proprietary
1499±7.0
› 54
claude-opus-4-5-20251101-high-32k Anthropic · Proprietary
1493±8.0
› 55
gemini-3.5-flash-medium Google · Proprietary
1490±7.0
› 56
gpt-5.5-high (codex-harness) OpenAI · Proprietary
1487±6.0
› 57
minimax-m3 MiniMax · MiniMax Community License
1482±6.0
› 58
qwen3.6-max-preview 阿里巴巴 · Proprietary
1482±13.0
› 59
mimo-v2.5-pro 小米 · MIT
1477±5.0
› 60
kimi-k2.7-code 月之暗面 · Modified MIT
1473±9.0
› 61
claude-opus-4-5-20251101 Anthropic · Proprietary
1468±7.0
› 62
gpt-5.4-high (codex-harness) OpenAI · Proprietary
1465±19.0
› 63
deepseek-v4-pro-high-preview DeepSeek · MIT
1463±6.0
› 64
qwen3.6-plus 阿里巴巴 · Proprietary
1461±6.0
› 65
gpt-5.5 (codex-harness) OpenAI · Proprietary
1455±6.0
› 66
gemini-3.1-pro-preview Google · Proprietary
1446±5.0
› 67
deepseek-v4-pro DeepSeek · MIT
1446±6.0
› 68
gpt-5.4-medium (codex-harness) OpenAI · Proprietary
1443±18.0
› 69
gemini-3.5-flash-lite Google · Proprietary
1440±41.0
› 70
gemini-3-pro Google · Proprietary
1439±8.0
› 71
gemini-3-flash Google · Proprietary
1439±9.0
› 72
mimo-v2.5 小米 · MIT
1438±6.0
› 73
kimi-k2.5-thinking 月之暗面 · Modified MIT
1436±5.0
› 74
glm-4.7 智谱 ZAI · MIT
1435±12.0
› 75
glm-5 智谱 ZAI · MIT
1434±8.0
› 76
mimo-v2-pro 小米 · Proprietary
1433±8.0
› 77
deepseek-v4-flash-high-preview DeepSeek · MIT
1430±7.0
› 78
gpt-5-medium OpenAI · Proprietary
1417±16.0
› 79
gpt-5.2 OpenAI · Proprietary
1416±22.0
› 80
inkling Thinky · Apache 2.0
1412±6.0
› 81
Inkling Small Thinky · Apache 2.0
1408±9.0
› 82
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1408±14.0
› 83
kimi-k2.5-instant 月之暗面 · Modified MIT
1404±12.0
› 84
glm-5v-turbo 智谱 ZAI · Proprietary
1400±13.0
› 85
qwen3.5-397b-a17b 阿里巴巴 · Apache 2.0
1400±5.0
› 86
minimax-m2.7 MiniMax · Modified MIT
1397±6.0
› 87
gpt-5.4-mini-high OpenAI · Proprietary
1397±7.0
› 88
gpt-5.4 OpenAI · Proprietary
1395±11.0
› 89
gpt-5.1-medium OpenAI · Proprietary
1395±11.0
› 90
claude-sonnet-4-5-20250929-high-32k Anthropic · Proprietary
1393±8.0
› 91
claude-opus-4-1-20250805 Anthropic · Proprietary
1390±11.0
› 92
minimax-m2.5 MiniMax · Modified MIT
1386±8.0
› 93
gemini-3-flash (thinking-minimal) Google · Proprietary
1384±5.0
› 94
claude-sonnet-4-5-20250929 Anthropic · Proprietary
1384±7.0
› 95
minimax-m2.1-preview MiniMax · MIT
1384±10.0
› 96
grok-4.20-beta-0309-reasoning SpaceXAI · Proprietary
1374±6.0
› 97
gpt-5.3-codex (codex-harness) OpenAI · Proprietary
1371±11.0
› 98
solar-pro4 Upstage · Proprietary
1370±10.0
› 99
gemma-4-31b Google · Apache 2.0
1365±6.0
› 100
deepseek-v3.2-thinking DeepSeek · MIT
1362±9.0
› 101
qwen3.5-122b-a10b 阿里巴巴 · Apache 2.0
1360±8.0
› 102
gemma-4-26b-a4b Google · Apache 2.0
1359±17.0
› 103
qwen3.5-27b 阿里巴巴 · Apache 2.0
1357±8.0
› 104
grok-4.3 SpaceXAI · Proprietary
1357±6.0
› 105
hunyuan-hy3-preview 腾讯 · tencent-hunyuan-community
1356±17.0
› 106
muse-glimmer Meta · Apache-2.0
1355±16.0
› 107
laguna-m.1 Poolside · Apache 2.0
1348±9.0
› 108
gpt-5.1 OpenAI · Proprietary
1341±8.0
› 109
glm-4.6 智谱 ZAI · MIT
1339±11.0
› 110
gpt-5.2-codex OpenAI · Proprietary
1339±9.0
› 111
gpt-5.1-codex OpenAI · Proprietary
1337±12.0
› 112
mimo-v2-flash (non-thinking) 小米 · MIT
1330±10.0
› 113
claude-haiku-4-5-20251001 Anthropic · Proprietary
1329±5.0
› 114
deepseek-v3.2 DeepSeek · MIT
1325±8.0
› 115
kimi-k2-thinking-turbo 月之暗面 · Modified MIT
1321±7.0
› 116
laguna-xs.2 Poolside · Apache 2.0
1302±11.0
› 117
minimax-m2 MiniMax · Apache 2.0
1297±11.0
› 118
mimo-v2-flash (thinking) 小米 · MIT
1292±16.0
› 119
qwen3-coder-480b-a35b-instruct 阿里巴巴 · Apache 2.0
1274±8.0
› 120
deepseek-v3.2-exp DeepSeek · MIT
1272±13.0
› 121
mistral-medium-3.5 Mistral · Modified MIT
1263±15.0
› 122
gemini-3.1-flash-lite-preview Google · Proprietary
1256±7.0
› 123
KAT-Coder-Pro-V1 · Proprietary
1255±19.0
› 124
qwen3.5-35b-a3b 阿里巴巴 · Apache 2.0
1253±17.0
› 125
gpt-5.1-codex-mini OpenAI · Proprietary
1244±22.0
› 126
qwen3.5-flash 阿里巴巴 · Proprietary
1243±20.0
› 127
grok-4-1-fast-reasoning SpaceXAI · Proprietary
1241±11.0
› 128
trinity-large-thinking · Apache 2.0
1238±20.0
› 129
mistral-large-3 Mistral · Apache 2.0
1230±25.0
› 130
gemini-2.5-pro Google · Proprietary
1227±16.0
› 131
grok-4.1-thinking SpaceXAI · Proprietary
1214±25.0
› 132
devstral-2 Mistral · Modified MIT
1196±21.0
› 133
granite-4.1-8b IBM · Apache 2.0
1191±18.0
› 134
mercury-2 Inception AI · Proprietary
1170±24.0
› 135
grok-code-fast-1 SpaceXAI · Proprietary
1167±28.0
› 136
grok-4-fast-reasoning SpaceXAI · Proprietary
1159±27.0
› 137
devstral-medium-2507 Mistral · Proprietary
1076±31.0

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