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AI 榜单

从智能体、聊天、编程、图像和视频五类榜单出发，找到值得亲自试用的模型。排名只是参考，最终选择仍取决于你的任务与预算。

Coding

编程

查看 Arena 文本榜（选择 Coding 分类） ↗

来自 Arena 文本榜的编程分类，反映用户对编程回答的偏好。它不等同于编程代理完成软件工程任务的能力。

展示模型
100 / 411
数据发布日期
最近成功同步 · 北京时间

每日同步正常

左右滚动查看全部字段。数值保留两位小数，悬停可查看原始精度；原始分类和数据日期按来源保留。

编程榜单，展示官方数据集全部 11 个字段，最多 100 个模型
排名模型开发方模型许可证Arena 分数置信下界置信上界评分方差对战次数原始分类数据发布日期
1Gemini 4 Argon (High)googleProprietary1,559.331,542.21,576.4676.381,231coding2026-10-15
2Claude Fable 5 (High)anthropicProprietary1,550.651,544.051,557.2511.3510,844coding2026-10-15
3Claude Opus 4.7 (High)anthropicProprietary1,550.571,544.731,556.428.918,573coding2026-10-15
4Claude Opus 4.6 (High)anthropicProprietary1,548.291,542.851,553.727.6821,082coding2026-10-15
5Muse Wonder (Max)metaProprietary1,547.971,527.071,568.87113.69776coding2026-10-15
6Claude Opus 5.5 (High)anthropicProprietary1,547.521,533.611,561.4450.411,894coding2026-10-15
7Claude Opus 4.6anthropicProprietary1,547.151,541.951,552.357.0523,838coding2026-10-15
8Claude Opus 4.7anthropicProprietary1,546.311,540.511,552.118.7618,806coding2026-10-15
9gpt-6-astra-maxopenaiProprietary1,543.41,531.781,555.0235.142,744coding2026-10-15
10gpt-6.1-sol-maxopenaiProprietary1,539.791,522.631,556.9576.621,257coding2026-10-15
11Muse Spark 1.2 (xHigh)metaProprietary1,539.251,526.21,552.3144.372,170coding2026-10-15
12Kimi K3 (Max)moonshotKimi K3 license1,537.831,530.581,545.0913.698,306coding2026-10-15
13mimo-v2.6-proxiaomiMIT1,537.581,519.931,555.2381.11,105coding2026-10-15
14Claude Fable 5.1 (Max)anthropicProprietary1,537.141,525.771,548.5233.682,900coding2026-10-15
15Muse Spark 1.3 (Max)metaProprietary1,534.831,525.511,544.1422.584,556coding2026-10-15
16gpt-5.6-sol-xhighopenaiProprietary1,534.181,527.451,540.9111.810,825coding2026-10-15
17claude-opus-4-8-highanthropicProprietary1,533.531,527.721,539.338.7817,427coding2026-10-15
18Claude Opus 5 (High)anthropicProprietary1,532.651,526.571,538.729.617,248coding2026-10-15
19Muse Spark 1.1metaProprietary1,532.531,526.061,53910.911,856coding2026-10-15
20claude-opus-4-5-20251101-high-32kanthropicProprietary1,530.671,523.451,537.8913.587,804coding2026-10-15
21claude-sonnet-5.5-xhighanthropicProprietary1,530.341,515.341,545.3458.561,627coding2026-10-15
22Claude Opus 5 (Max)anthropicProprietary1,529.41,521.891,536.9214.728,148coding2026-10-15
23claude-opus-4-8anthropicProprietary1,529.231,523.441,535.018.7118,069coding2026-10-15
24Muse SparkmetaProprietary1,528.611,518.711,538.5125.523,946coding2026-10-15
25claude-sonnet-4-6anthropicProprietary1,528.41,522.781,534.018.2119,724coding2026-10-15
26Gemini 3.8 Flash (High)googleProprietary1,527.731,520.621,534.8413.159,810coding2026-10-15
27glm-5.3-flashzaiMIT1,524.531,517.071,531.9914.488,457coding2026-10-15
28qwen3.7-max-previewalibabaProprietary1,523.741,505.721,541.7684.521,163coding2026-10-15
29deepseek-v4.1-flash-maxdeepseekMIT1,523.371,513.11,533.6527.493,527coding2026-10-15
30qwen3.8-maxalibabaProprietary1,523.361,515.791,530.9314.927,677coding2026-10-15
31claude-opus-4-5-20251101anthropicProprietary1,522.761,517.371,528.147.5517,986coding2026-10-15
32mimo-v2.5-proxiaomiMIT1,521.611,516.11,527.127.920,404coding2026-10-15
33Gemini 3.1 Pro PreviewgoogleProprietary1,521.311,516.751,525.875.4235,033coding2026-10-15
34gpt-5.4-highopenaiProprietary1,520.361,514.531,526.28.8717,600coding2026-10-15
35claude-sonnet-5-highanthropicProprietary1,519.751,513.551,525.9510.0213,270coding2026-10-15
36claude-sonnet-4-5-20250929-high-32kanthropicProprietary1,518.961,514.091,523.826.1719,950coding2026-10-15
37gpt-5.5-highopenaiProprietary1,518.771,513.061,524.488.4919,167coding2026-10-15
38glm-5.3-maxzaiMIT1,518.511,509.881,527.1319.365,400coding2026-10-15
39gpt-6-sol-maxopenaiProprietary1,518.171,506.61,529.7534.92,874coding2026-10-15
40gemini-3.6-flash-highgoogleProprietary1,518.061,511.261,524.8612.0410,368coding2026-10-15
41Gemini 3.7 Flash (High)googleProprietary1,517.991,510.291,525.715.457,459coding2026-10-15
42Gemini 3 ProgoogleProprietary1,517.241,510.31,524.1812.548,816coding2026-10-15
43gpt-5.6-terra-xhighopenaiProprietary1,516.831,510.281,523.3711.1611,499coding2026-10-15
44kimi-k2.6moonshotModified MIT1,516.031,509.151,522.9212.3311,091coding2026-10-15
45gpt-5.2-chat-latest-20260210openaiProprietary1,514.741,507.951,521.5211.989,641coding2026-10-15
46dola-seed-2.0-probytedanceProprietary1,513.81,508.421,519.197.5522,061coding2026-10-15
47grok-4.5xaiProprietary1,513.691,507.041,520.3311.4911,116coding2026-10-15
48glm-5.2-maxzaiMIT1,513.471,507.271,519.6710.0213,394coding2026-10-15
49gpt-5.5-instantopenaiProprietary1,513.41,505.661,521.1315.567,925coding2026-10-15
50qwen3.5-max-previewalibabaProprietary1,513.031,505.131,520.9416.266,365coding2026-10-15
51mimo-v2.6-flashxiaomiMIT1,512.931,500.971,524.8937.262,625coding2026-10-15
52glm-5.1zaiMIT1,512.41,506.881,517.927.9417,133coding2026-10-15
53claude-sonnet-4-5-20250929anthropicProprietary1,511.971,506.951,5176.5619,782coding2026-10-15
54qwen3.6-max-previewalibabaProprietary1,511.741,496.591,526.959.771,617coding2026-10-15
55ernie-5.1baiduProprietary1,511.721,504.781,518.6712.5510,908coding2026-10-15
56gpt-5.4openaiProprietary1,511.491,505.711,517.288.7218,932coding2026-10-15
57claude-opus-4-1-20250805-thinking-16kanthropicProprietary1,511.071,504.641,517.5110.789,919coding2026-10-15
58grok-4.20-beta-0309-reasoningxaiProprietary1,510.751,504.991,516.528.6618,377coding2026-10-15
59gpt-5.5openaiProprietary1,510.71,505.081,516.328.2220,064coding2026-10-15
60grok-4.6-highxaiProprietary1,509.321,501.631,517.0115.387,222coding2026-10-15
61gemini-3.5-flash-highgoogleProprietary1,508.191,502.11,514.289.6613,847coding2026-10-15
62grok-4.20-multi-agent-beta-0309xaiProprietary1,508.191,502.451,513.938.5818,016coding2026-10-15
63Step 5 PreviewstepfunProprietary1,507.951,493.761,522.1452.421,719coding2026-10-15
64grok-4.20-beta1xaiProprietary1,507.941,500.41,515.4814.817,499coding2026-10-15
65gpt-6-luna-maxopenaiProprietary1,506.431,499.761,513.0911.5511,293coding2026-10-15
66gemini-3.5-flash-mediumgoogleProprietary1,506.111,499.871,512.3410.1213,614coding2026-10-15
67gemini-3-flashgoogleProprietary1,505.611,497.831,513.3915.766,599coding2026-10-15
68claude-opus-4-1-20250805anthropicProprietary1,504.671,499.311,510.037.4915,695coding2026-10-15
69deepseek-v4-pro-high-20260813deepseekMIT1,504.631,493.251,516.0233.762,807coding2026-10-15
70kimi-k2.5-instantmoonshotModified MIT1,503.911,490.371,517.4647.761,873coding2026-10-15
71mimo-v2-proxiaomiProprietary1,502.961,495.351,510.5815.17,268coding2026-10-15
72gemma-4-31bgoogleApache 2.01,502.421,487.341,517.559.21,418coding2026-10-15
73kimi-k2.5-thinkingmoonshotModified MIT1,502.051,496.881,507.226.9620,765coding2026-10-15
74gemini-3.5-flash-litegoogleProprietary1,501.511,494.591,508.4212.469,924coding2026-10-15
75gpt-5.6-luna-xhighopenaiProprietary1,501.371,494.721,508.0311.5411,127coding2026-10-15
76hy3tencentApache 2.01,501.341,490.881,511.7928.453,329coding2026-10-15
77longcat-flash-chat-2602-expmeituanProprietary1,501.111,493.831,508.413.828,154coding2026-10-15
78deepseek-v4-prodeepseekMIT1,500.581,494.661,506.519.1317,136coding2026-10-15
79qwen3.7-plusalibabaProprietary1,500.211,493.821,506.5910.6112,183coding2026-10-15
80grok-4.1-thinkingxaiProprietary1,499.811,494.271,505.347.9715,421coding2026-10-15
81qwen3.8-27balibabaApache 2.01,499.131,491.031,507.2317.096,417coding2026-10-15
82claude-opus-4-20250514-thinking-16kanthropicProprietary1,498.31,490.491,506.115.876,596coding2026-10-15
83mistral-large-4mistralProprietary1,498.071,483.561,512.5954.831,685coding2026-10-15
84glm-5zaiMIT1,497.731,490.511,504.9413.557,637coding2026-10-15
85gpt-5.3-chat-latestopenaiProprietary1,497.531,490.481,504.5812.949,180coding2026-10-15
86grok-4.7-xhighxaiProprietary1,497.141,485.021,509.2738.292,522coding2026-10-15
87minimax-m3minimaxMiniMax Community License1,496.691,490.991,502.398.4518,242coding2026-10-15
88qwen3.6-plusalibabaProprietary1,495.581,489.321,501.8410.2114,688coding2026-10-15
89gpt-5.4-mini-highopenaiProprietary1,494.611,488.721,500.519.0317,236coding2026-10-15
90inklingthinkyApache 2.01,493.31,486.681,499.9211.411,078coding2026-10-15
91grok-4.1xaiProprietary1,492.11,486.591,497.617.8916,027coding2026-10-15
92gpt-5.1-highopenaiProprietary1,491.791,484.841,498.7412.578,411coding2026-10-15
93qwen3.5-397b-a17balibabaApache 2.01,491.41,486.611,496.25.9826,519coding2026-10-15
94mimo-v2.5xiaomiMIT1,490.711,484.191,497.2311.0613,656coding2026-10-15
95gemini-3-flash (thinking-minimal)googleProprietary1,489.691,484.71,494.676.4623,982coding2026-10-15
96ernie-5.0-0110baiduProprietary1,489.481,482.881,496.0811.358,968coding2026-10-15
97gpt-5.2-highopenaiProprietary1,488.991,482.921,495.079.612,245coding2026-10-15
98mimo-v2-omnixiaomiProprietary1,488.551,479.891,497.219.485,889coding2026-10-15
99grok-4.3xaiProprietary1,488.091,482.461,493.728.2619,950coding2026-10-15
100deepseek-v4-pro-high-previewdeepseekMIT1,487.961,481.871,494.059.6616,007coding2026-10-15