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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。

Agent

智能体

查看 Arena 原榜 ↗

来自真实智能体会话的综合榜，结合任务成功、用户满意度和可引导性等信号。净提升及置信区间以百分比表示。

展示模型
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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。

智能体榜单，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净提升95% 置信下界95% 置信上界观测数会话数原始分类数据发布日期
1Claude Opus 5.5 (Max)anthropicProprietary20.35%17.79%22.91%1,562,08411,182overall2026-10-19
2GPT-6 Astra (Max)openaiProprietary15.15%12.91%17.39%1,055,31413,792overall2026-10-19
3Claude Fable 5.1 (Max)anthropicProprietary14.33%12.34%16.31%1,962,10316,607overall2026-10-19
4GPT-6.1 Sol (Max)openaiProprietary13.72%11.95%15.49%1,187,71314,746overall2026-10-19
5Claude Sonnet 5.5 (Max)anthropicProprietary12.75%9.71%15.79%997,0137,769overall2026-10-19
6Gemini 4 Argon (High)googleProprietary12.12%11.01%13.24%3,577,95935,505overall2026-10-19
7GPT-6 Sol (Max)openaiProprietary9.33%7.50%11.16%1,823,8209,246overall2026-10-19
8Claude Fable 5 (High)anthropicProprietary8.37%6.92%9.82%2,589,86943,116overall2026-10-19
9Claude Opus 5 (Max)anthropicProprietary8.08%6.41%9.75%3,216,61824,050overall2026-10-19
10GPT-5.6 Sol (xHigh)openaiProprietary6.59%5.21%7.98%4,546,76137,049overall2026-10-19
11Claude Sonnet 5 (High)anthropicProprietary4.06%2.39%5.73%3,648,02433,569overall2026-10-19
12Muse Wonder (Max)metaProprietary3.77%2.15%5.40%1,179,4479,689overall2026-10-19
13MiMo-V2.6-ProxiaomiMIT3.74%2.82%4.66%3,458,52036,102overall2026-10-19
14Gemini 3.8 Flash (High)googleProprietary3.69%2.58%4.80%5,460,95838,204overall2026-10-19
15Muse Spark 1.3 (Max)metaProprietary3.33%2.49%4.16%7,549,81274,953overall2026-10-19
16Grok 4.7 (xHigh)xaiProprietary3.30%1.70%4.90%2,623,68215,665overall2026-10-19
17GPT-5.5 (xHigh)openaiProprietary2.95%1.68%4.21%2,722,98754,351overall2026-10-19
18GPT-6 Luna (Max)openaiProprietary2.86%2.43%3.28%27,301,901182,171overall2026-10-19
19DeepSeek-V4.1-Flash-20260910 (Max)deepseekMIT2.56%2.21%2.91%40,819,636255,742overall2026-10-19
20MiMo-V2.6-FlashxiaomiMIT2.54%1.15%3.94%2,311,00420,935overall2026-10-19
21Hy4 previewtencentApache 2.02.47%1.81%3.12%9,052,74188,908overall2026-10-19
22GLM-5.2 (Max)zaiMIT2.13%1.29%2.97%7,011,93288,576overall2026-10-19
23Kimi K3 (Max)moonshotKimi K3 license1.89%1.14%2.64%12,609,714136,966overall2026-10-19
24Qwen3.8-MaxalibabaProprietary1.63%1.02%2.24%6,745,55571,737overall2026-10-19
25Claude Haiku 5.5 (High)anthropicProprietary1.49%0.49%2.48%2,860,69126,311overall2026-10-19
26GLM-5.3 (Max)zaiMIT1.31%0.47%2.16%9,469,18987,071overall2026-10-19
27GPT-5.4 (High)openaiProprietary1.25%0.17%2.33%3,887,75981,847overall2026-10-19
28Grok 4.6 (xHigh)xaiProprietary0.91%-0.22%2.04%3,389,13629,247overall2026-10-19
29GPT-5.6 Terra (xHigh)openaiProprietary0.28%-1.01%1.58%1,730,31224,677overall2026-10-19
30DeepSeek-V4-Pro (High, 20260813)deepseekMIT-0.04%-1.81%1.73%847,7617,070overall2026-10-19
31GPT-5.5openaiProprietary-0.40%-1.64%0.83%2,206,36382,635overall2026-10-19
32Gemini 3.7 Flash (High)googleProprietary-1.06%-2.02%-0.10%5,011,70855,513overall2026-10-19
33GLM-5.3-FlashzaiMIT-1.54%-2.23%-0.85%11,568,13988,684overall2026-10-19
34Step 5 PreviewstepfunProprietary-1.84%-3.32%-0.36%2,121,87314,526overall2026-10-19
35GPT-5.6 Luna (xHigh)openaiProprietary-2.23%-2.98%-1.48%4,091,36143,317overall2026-10-19
36Qwen3.8-Flash-Nextalibabaqwen-community-1.0-3.03%-3.71%-2.36%14,385,676101,114overall2026-10-19
37Qwen3.8-27BalibabaApache 2.0-3.80%-4.59%-3.01%7,499,76061,114overall2026-10-19
38Gemini 3.1 Pro PreviewgoogleProprietary-3.90%-5.24%-2.55%2,849,96387,422overall2026-10-19
39Mistral Large 4mistralProprietary-4.46%-6.38%-2.53%1,008,53414,035overall2026-10-19
40Beam 1.0 501B A23BreflectionApache 2.0-4.60%-6.83%-2.38%650,69811,972overall2026-10-19
41GPT-6 Luna (Low)openaiProprietary-4.80%-6.11%-3.49%745,77312,307overall2026-10-19
42Hy3tencentApache 2.0-6.27%-7.75%-4.79%1,167,53331,609overall2026-10-19
43Qwen3.7-MaxalibabaProprietary-6.34%-7.50%-5.17%2,153,89742,377overall2026-10-19
44Muse Spark 1.1metaProprietary-6.57%-7.23%-5.91%7,861,186146,559overall2026-10-19
45Qwen3.7-PlusalibabaProprietary-6.69%-8.25%-5.12%1,184,32423,630overall2026-10-19
46Muse Spark 1.2 (xHigh)metaProprietary-6.73%-7.57%-5.90%3,351,48252,015overall2026-10-19
47MiMo-V2.5-ProxiaomiMIT-8.21%-9.24%-7.18%2,444,81649,148overall2026-10-19
48MiniMax-M3minimaxMiniMax Community License-9.49%-10.73%-8.25%3,371,40543,277overall2026-10-19
49Nemotron 3 UltranvidiaOpenMDW-1.1-10.83%-15.51%-6.14%177,68813,043overall2026-10-19
50Mistral Medium 3.5mistralModified MIT-11.83%-13.57%-10.09%556,55513,095overall2026-10-19
51InklingthinkyApache 2.0-14.67%-16.10%-13.24%1,677,21343,692overall2026-10-19
52Inkling-SmallthinkyApache 2.0-15.68%-17.50%-13.86%512,90114,197overall2026-10-19
53Solar Pro 4upstageProprietary-19.69%-21.98%-17.39%471,43310,406overall2026-10-19