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LMArena 评测赛道

文本生成代码数学图像编辑文字生成视频图生视频文生图

Text Generation Arena 文本生成模型排行榜

基于 Text Generation Arena 用户匿名投票的最新AI文本生成模型排行榜，涵盖各模型的 Elo 得分、95% 置信区间、投票量、机构与许可证。

榜首模型

Claude Fable 5

最高得分

1,507

模型数量

400

数据版本

2026年09月02日

数据来源: LM Arena

关于本排行榜

本排行榜展示了当前最强 AI 大模型在文本生成任务中的综合实力排名。数据来源于 LMArena（前身为 LMSYS Chatbot Arena），这是目前全球最大的 AI 模型众包评测平台。用户在平台上与两个匿名模型同时对话，并投票选出更好的回答——排名完全由真实用户的偏好决定，而非实验室基准测试。

评测方法概要

匿名盲测：用户同时与两个"隐藏身份"的模型对话，根据回答质量投票，排除品牌偏见。

Elo 评分：基于国际象棋领域的 Elo Rating 体系（Bradley-Terry 模型），通过对战结果计算每个模型的实力分数。分数越高，说明模型在真实对话中被用户选中的概率越大。

场景覆盖广泛：涵盖编程、创意写作、数学推理、知识问答、角色扮演等高频真实场景。

DataLearner 在原始数据基础上提供中文解读与深度分析，并将排行榜模型关联至 DataLearner 模型库，方便您一键查看模型详情、API 定价、评测得分等完整信息。

来源：全部国产模型
榜单历史快照月份:

排名总表

排名模型名称得分95% CI投票数机构许可证
AnthropicClaude Fable 5Anthropic1,507+/-527,189AnthropicProprietary
AnthropicClaude Opus 4.6 (high)Anthropic1,505+/-472,099AnthropicProprietary
AnthropicClaude Fable 5.1 (max)Anthropic1,504+/-112,906AnthropicProprietary
4AnthropicOpus 4.7 (high)Anthropic1,502+/-460,103AnthropicProprietary
5Facebook AI研究实验室Muse Spark 1.2 (xhigh)Facebook AI研究实验室1,499+/-103,240Facebook AI研究实验室Proprietary
6AnthropicClaude Opus 4.6Anthropic1,498+/-376,015AnthropicProprietary
7AnthropicOpus 4.7Anthropic1,494+/-461,238AnthropicProprietary
8Googlegemini-3.8-flash-highGoogle1,494+/-95,125GoogleProprietary
9AnthropicClaude Opus 5 (high)Anthropic1,493+/-535,174AnthropicProprietary
10Facebook AI研究实验室Muse Spark 1.1Facebook AI研究实验室1,492+/-524,064Facebook AI研究实验室Proprietary
11Googlegemini-3.7-flash-highGoogle1,491+/-85,682GoogleProprietary
12Moonshot AIKimi K3 (max)Moonshot AI1,489+/-518,090Moonshot AIKimi K3 license
13Facebook AI研究实验室Muse SparkFacebook AI研究实验室1,488+/-613,572Facebook AI研究实验室Proprietary
14AnthropicClaude Opus 5 (max)Anthropic1,488+/-617,119AnthropicProprietary
15Google Deep MindGemini 3.1 Pro PreviewGoogle Deep Mind1,487+/-3102,999Google Deep MindProprietary
16Google Deep MindGemini 3 ProGoogle Deep Mind1,486+/-440,668Google Deep MindProprietary
17OpenAIGPT-5.6 Sol (xhigh)OpenAI1,483+/-523,413OpenAIProprietary
18AnthropicClaude Opus 4.8 (high)Anthropic1,482+/-448,727AnthropicProprietary
19OpenAIGPT-5.5 (high)OpenAI1,482+/-463,547OpenAIProprietary
20Z.aiglm-5.3-maxZ.ai1,482+/-77,668Z.aiMIT
21Googlegemini-3.6-flash-highGoogle1,480+/-522,286GoogleProprietary
22阿里巴巴Qwen3.8-Max阿里巴巴1,480+/-613,346阿里巴巴Proprietary
23Googlegemini-3.5-flash-highGoogle1,479+/-434,180GoogleProprietary
24OpenAIGPT-5.5OpenAI1,477+/-464,977OpenAIProprietary
25OpenAIGPT-5.4 (high)OpenAI1,477+/-460,624OpenAIProprietary
26OpenAIGPT-5.2 Chat (0210)OpenAI1,476+/-434,217OpenAIProprietary
27Googlegemini-3.5-flash-mediumGoogle1,476+/-532,573GoogleProprietary
28xAIGrok 4.20 BetaxAI1,475+/-526,630xAIProprietary
29Z.aiglm-5.3-flashZ.ai1,474+/-94,672Z.aiMIT
30Google Deep MindGemini 3.0 FlashGoogle Deep Mind1,474+/-430,244Google Deep MindProprietary
31OpenAIGPT-5.5 InstantOpenAI1,474+/-525,860OpenAIProprietary
32阿里巴巴Qwen3.7-Max-Preview阿里巴巴1,474+/-103,710阿里巴巴Proprietary
33AnthropicClaude Opus 4.8Anthropic1,473+/-449,404AnthropicProprietary
34AnthropicOpus 4.5Anthropic1,473+/-436,269AnthropicProprietary
35AnthropicClaude Sonnet 4.6Anthropic1,472+/-466,316AnthropicProprietary
36xAIgrok-4.20-beta-0309-reasoningxAI1,472+/-462,251xAIProprietary
37Z.aiglm-5.2-maxZ.ai1,472+/-533,966Z.aiMIT
38xAIGrok 4.5xAI1,471+/-526,158xAIProprietary
39xAIgrok-4.20-multi-agent-beta-0309xAI1,470+/-460,820xAIProprietary
40AnthropicClaude Opus 4Anthropic1,469+/-370,052AnthropicProprietary
41mimo-v2.5-proXiaomi1,468+/-457,649XiaomiMIT
42百度ERNIE-5.1-Preview百度1,468+/-537,129百度Proprietary
43OpenAIGPT-5.6 Terra (xhigh)OpenAI1,466+/-524,200OpenAIProprietary
44智谱AIGLM 5.1智谱AI1,466+/-445,650智谱AIMIT
45阿里巴巴Qwen3.5 Max Preview阿里巴巴1,466+/-521,485阿里巴巴Proprietary
46OpenAIGPT-5.4OpenAI1,466+/-463,588OpenAIProprietary
47xAIGrok 4.1 ThinkingxAI1,465+/-364,198xAIProprietary
48AnthropicClaude Sonnet 4.5 (high)Anthropic1,462+/-531,387AnthropicProprietary
49SpaceXAIgrok-4.6-highSpaceXAI1,461+/-103,453SpaceXAIProprietary
50Moonshot AIKimi K2.6Moonshot AI1,461+/-537,568Moonshot AIModified MIT
51阿里巴巴Qwen3.6-Max-Preview阿里巴巴1,460+/-85,196阿里巴巴Proprietary
52DeepSeekdeepseek-v4-pro-high-20260813DeepSeek1,460+/-85,557DeepSeekMIT
53xAIGrok 4.1xAI1,459+/-366,382xAIProprietary
54Google Deep MindGemini 3.0 Flash (minimal)Google Deep Mind1,458+/-385,921Google Deep MindProprietary
55DeepSeek-AIDeepSeek-V4-ProDeepSeek-AI1,458+/-454,225DeepSeek-AIMIT
56智谱AIGLM-5智谱AI1,458+/-427,647智谱AIMIT
57Google Deep MindGemini 3.5 Flash-LiteGoogle Deep Mind1,457+/-522,122Google Deep MindProprietary
58AnthropicClaude Sonnet 4.5Anthropic1,456+/-381,033AnthropicProprietary
59字节跳动Seed团队DOLA Seed 2.0 Pro字节跳动Seed团队1,456+/-374,277字节跳动Seed团队Proprietary
60腾讯AI实验室Hy3腾讯AI实验室1,455+/-86,958腾讯AI实验室Apache 2.0
61阿里巴巴Qwen3.7-Plus阿里巴巴1,455+/-438,121阿里巴巴Proprietary
62AnthropicClaude Sonnet 4.5Anthropic1,455+/-379,668AnthropicProprietary
63DeepSeekdeepseek-v4-pro-high-previewDeepSeek1,455+/-451,569DeepSeekMIT
64OpenAIGPT-5.1 Pro (high)OpenAI1,455+/-440,293OpenAIProprietary
65OpenAIGPT-5.6 Luna (xhigh)OpenAI1,453+/-524,740OpenAIProprietary
66DeepMindGemma 4 31BDeepMind1,451+/-85,898DeepMindApache 2.0
67Moonshot AIKimi K2 ThinkingMoonshot AI1,451+/-370,586Moonshot AIModified MIT
68AnthropicOpus 4.1 (thinking-16k)Anthropic1,450+/-348,828AnthropicProprietary
69OpenAIGPT-5.3 ChatOpenAI1,449+/-432,743OpenAIProprietary
70百度ERNIE 5.0 Preview (1203)百度1,449+/-79,556百度Proprietary
71mimo-v2-proXiaomi1,448+/-524,384XiaomiProprietary
72OpenAIGPT-5.4 mini (high)OpenAI1,448+/-459,455OpenAIProprietary
73AnthropicOpus 4.1Anthropic1,448+/-375,935AnthropicProprietary
74百度ERNIE 5.0 (0110)百度1,446+/-434,899百度Proprietary
75Google Deep MindGemini 2.5 ProGoogle Deep Mind1,446+/-2122,612Google Deep MindProprietary
76OpenAIGPT-4.5OpenAI1,445+/-614,547OpenAIProprietary
77阿里巴巴Qwen 3.6 Plus Preview阿里巴巴1,444+/-445,357阿里巴巴Proprietary
78OpenAIGPT-4o(2025-03-27)OpenAI1,443+/-380,696OpenAIProprietary
79xAIGrok 4.3 BetaxAI1,443+/-465,316xAIProprietary
80MiniMaxAIMiniMax M3MiniMaxAI1,443+/-444,829MiniMaxAIMiniMax Community License
81智谱AIGLM-4.7智谱AI1,442+/-611,889智谱AIMIT
82阿里巴巴Qwen3.5-397B-A17B阿里巴巴1,441+/-373,640阿里巴巴Apache 2.0
83InklingThinking Machines Lab1,439+/-522,229Thinking Machines LabApache 2.0
84OpenAIGPT-5.1OpenAI1,439+/-443,008OpenAIProprietary
85DeepSeekdeepseek-v4-flash-high-previewDeepSeek1,438+/-448,691DeepSeekMIT
86DeepMindGemma 4 26B A4BDeepMind1,438+/-85,813DeepMindApache 2.0
87OpenAIGPT-5.2 Pro (high)OpenAI1,438+/-447,560OpenAIProprietary
88OpenAIGPT-5.2OpenAI1,436+/-379,070OpenAIProprietary
89Alibabaqwen3.8-27bAlibaba1,436+/-86,913AlibabaApache 2.0
90Meituanlongcat-flash-chat-2602-expMeituan1,436+/-527,983MeituanProprietary
91DeepSeek-AIDeepSeek-V4-FlashDeepSeek-AI1,436+/-448,950DeepSeek-AIMIT
92阿里巴巴Qwen3 Max (Preview)阿里巴巴1,435+/-527,194阿里巴巴Proprietary
93OpenAIGPT-5-Pro (high)OpenAI1,434+/-531,433OpenAIProprietary
94mimo-v2.5Xiaomi1,434+/-444,530XiaomiMIT
95智谱AIGLM-5V-Turbo智谱AI1,433+/-79,361智谱AIProprietary
96Google Deep MindGemini 3.1 Flash-LiteGoogle Deep Mind1,432+/-460,474Google Deep MindProprietary
97OpenAIOpenAI o3OpenAI1,431+/-458,583OpenAIProprietary
98Moonshot AIKimi K2.5 InstantMoonshot AI1,431+/-77,998Moonshot AIModified MIT
99xAIGrok 4.1 Fast (fast-reasoning)xAI1,430+/-355,408xAIProprietary
100Moonshot AIKimi K2 Thinking (thinking-turbo)Moonshot AI1,430+/-361,122Moonshot AIModified MIT
101mimo-v2-omniXiaomi1,430+/-619,442XiaomiProprietary
102Facebook AI研究实验室Muse Glimmer-30BFacebook AI研究实验室1,427+/-103,693Facebook AI研究实验室Apache-2.0
103MistralAIMistral Medium 3.5MistralAI1,427+/-711,017MistralAIModified MIT
104OpenAIGPT-5.2 Chat (0210)OpenAI1,427+/-430,974OpenAIProprietary
105NVIDIANemotron 3 UltraNVIDIA1,426+/-710,700NVIDIAOpenMDW-1.1
106Amazonamazon-nova-experimental-chat-26-02-10Amazon1,426+/-103,371AmazonProprietary
107AnthropicClaude Opus 4 (thinking-16k)Anthropic1,426+/-435,743AnthropicProprietary
108DeepSeek-AIDeepSeek V3.2DeepSeek-AI1,425+/-446,493DeepSeek-AIMIT
109DeepSeek-AIDeepSeek V3.2-Exp (thinking)DeepSeek-AI1,425+/-78,910DeepSeek-AIMIT
110智谱AIGLM-4.6智谱AI1,425+/-435,068智谱AIMIT
111Alibabaqwen3-max-2025-09-23Alibaba1,424+/-78,942AlibabaProprietary
112阿里巴巴Qwen3-235B-A22B-2507阿里巴巴1,423+/-395,700阿里巴巴Apache 2.0
113DeepSeek-AIDeepSeek V3.2-Exp (thinking)DeepSeek-AI1,423+/-440,520DeepSeek-AIMIT
114DeepSeek-AIDeepSeek V3.2-ExpDeepSeek-AI1,422+/-611,756DeepSeek-AIMIT
115DeepSeek-AIDeepSeek-R1-0528DeepSeek-AI1,421+/-618,092DeepSeek-AIMIT
116百度ERNIE 5.0百度1,419+/-94,663百度Proprietary
117xAIGrok 4 FastxAI1,418+/-86,336xAIProprietary
118Moonshot AIKimi K2 0905Moonshot AI1,418+/-711,569Moonshot AIModified MIT
119Moonshot AIKimi K2Moonshot AI1,418+/-527,033Moonshot AIModified MIT
120DeepSeek-AIDeepSeek-V3.1 Terminus (thinking)DeepSeek-AI1,418+/-103,372DeepSeek-AIMIT
121DeepSeek-AIDeepSeek-V3.1DeepSeek-AI1,417+/-614,609DeepSeek-AIMIT
122阿里巴巴Qwen3.5-122B-A10B阿里巴巴1,417+/-428,376阿里巴巴Apache 2.0
123DeepSeek-AIDeepSeek-V3.1 (thinking)DeepSeek-AI1,416+/-711,463DeepSeek-AIMIT
124MiniMaxAIMiniMax-M2.7MiniMaxAI1,415+/-465,655MiniMaxAIModified MIT
125Amazonamazon-nova-experimental-chat-26-01-10Amazon1,415+/-103,352AmazonProprietary
126DeepSeek-AIDeepSeek-V3.1 TerminusDeepSeek-AI1,415+/-103,613DeepSeek-AIMIT
127OpenAIGPT-4.1OpenAI1,414+/-449,930OpenAIProprietary
128阿里巴巴Qwen3-VL-235B-A22B-Instruct阿里巴巴1,414+/-711,222阿里巴巴Apache 2.0
129AnthropicClaude Opus 4Anthropic1,414+/-442,848AnthropicProprietary
130MistralAIMistral Large 3MistralAI1,414+/-365,587MistralAIApache 2.0
131AnthropicHaiku 4.5Anthropic1,413+/-3125,243AnthropicProprietary
132Tencenthunyuan-hy3-previewTencent1,413+/-86,611Tencenttencent-hunyuan-community
133xAIGrok 3xAI1,411+/-432,415xAIProprietary
134智谱AIGLM-4.5智谱AI1,411+/-523,715智谱AIMIT
135xAIGrok 4xAI1,411+/-439,300xAIProprietary
136Google Deep MindGemini 2.5 FlashGoogle Deep Mind1,410+/-2122,781Google Deep MindProprietary
137MistralAIMagistral-Medium-2506MistralAI1,409+/-392,749MistralAIProprietary
138阿里巴巴Qwen3.5-27B阿里巴巴1,408+/-427,238阿里巴巴Apache 2.0
139Inkling SmallThinky1,407+/-615,183ThinkyApache 2.0
140xAIGrok 4 Fast (fast-reasoning)xAI1,404+/-517,971xAIProprietary
141Google Deep MindGemini 2.5 Flash-Preview-09-2025Google Deep Mind1,404+/-432,359Google Deep MindProprietary
142Alibabaqwen3-235b-a22b-no-thinkingAlibaba1,402+/-537,389AlibabaApache 2.0
143OpenAIGPT-5.4 nano (high)OpenAI1,402+/-458,540OpenAIProprietary
144OpenAIOpenAI o1OpenAI1,402+/-427,807OpenAIProprietary
145Meituanlongcat-flash-chatMeituan1,401+/-611,161MeituanMIT
146AnthropicClaude Sonnet 4 (thinking-32k)Anthropic1,401+/-433,952AnthropicProprietary
147Alibabaqwen3-235b-a22b-thinking-2507Alibaba1,400+/-78,800AlibabaApache 2.0
148阿里巴巴Qwen3-Next阿里巴巴1,399+/-522,532阿里巴巴Apache 2.0
149DeepSeek-AIDeepSeek-R1DeepSeek-AI1,398+/-518,524DeepSeek-AIMIT
150StepFunAIStep 3.5 FlashStepFunAI1,397+/-458,280StepFunAIProprietary
151DeepSeek-AIDeepSeek-V3-0324DeepSeek-AI1,396+/-444,795DeepSeek-AIMIT
152Tencenthunyuan-vision-1.5-thinkingTencent1,395+/-122,170TencentProprietary
153阿里巴巴Qwen3.5-35B-A3B阿里巴巴1,395+/-429,065阿里巴巴Apache 2.0
154阿里巴巴Qwen3-VL-235B-A22B-Instruct (thinking)阿里巴巴1,395+/-77,785阿里巴巴Apache 2.0
155Amazonamazon-nova-experimental-chat-12-10Amazon1,394+/-103,635AmazonProprietary
156StepFunAIStep 3.5 FlashStepFunAI1,394+/-457,212StepFunAIApache 2.0
157mimo-v2-flash (non-thinking)Xiaomi1,392+/-446,158XiaomiMIT
158OpenAIOpenAI o4 - miniOpenAI1,391+/-444,632OpenAIProprietary
159MiniMaxAIMiniMax M2.5MiniMaxAI1,391+/-440,884MiniMaxAIModified MIT
160AnthropicClaude Sonnet 4Anthropic1,390+/-438,959AnthropicProprietary
161OpenAIGPT-5-mini (high)OpenAI1,389+/-526,569OpenAIProprietary
162OpenAIOpenAI o1OpenAI1,388+/-531,122OpenAIProprietary
163AnthropicClaude3-Sonnet (thinking-32k)Anthropic1,388+/-438,090AnthropicProprietary
164腾讯AI实验室Hunyuan-T1腾讯AI实验室1,387+/-94,581腾讯AI实验室Proprietary
165Mistralmistral-medium-2505Mistral1,387+/-532,665MistralProprietary
166阿里巴巴Qwen3-Coder-480B-A35B阿里巴巴1,387+/-525,092阿里巴巴Apache 2.0
167mimo-v2-flash (thinking)Xiaomi1,386+/-610,749XiaomiMIT
168MiniMaxAIM2.1MiniMaxAI1,384+/-516,633MiniMaxAIMIT
169Tencenthunyuan-turbos-20250416Tencent1,383+/-710,587TencentProprietary
170OpenAIGPT-4.1 miniOpenAI1,382+/-438,636OpenAIProprietary
171阿里巴巴Qwen3-30B-A3B-2507阿里巴巴1,382+/-523,224阿里巴巴Apache 2.0
172Google Deep MindGemini 2.5 Flash-Lite-Preview-09-2025 (no-thinking)Google Deep Mind1,380+/-346,393Google Deep MindProprietary
173trinity-large-preview Apache 2.01,379+/-429,771——
174智谱AIGLM-4.6V智谱AI1,378+/-112,762智谱AIMIT
175solar-pro4Upstage1,377+/-122,437UpstageProprietary
176阿里巴巴Qwen3-235B-A22B阿里巴巴1,375+/-525,864阿里巴巴Apache 2.0
177Google Deep MindGemini 2.5 Flash-Lite (thinking)Google Deep Mind1,374+/-532,218Google Deep MindProprietary
178阿里巴巴Qwen2.5-Max阿里巴巴1,374+/-432,417阿里巴巴Proprietary
179AnthropicClaude 3.5 SonnetAnthropic1,374+/-387,696AnthropicProprietary
180智谱AIGLM-4.5-Air智谱AI1,373+/-430,372智谱AIMIT
181AnthropicClaude3-SonnetAnthropic1,372+/-442,452AnthropicProprietary
182trinity-large-thinking Apache 2.01,369+/-528,989——
183阿里巴巴Qwen3-Next (thinking)阿里巴巴1,369+/-613,391阿里巴巴Apache 2.0
184智谱AIGLM-4.7-Flash智谱AI1,366+/-611,514智谱AIMIT
185Amazonamazon-nova-experimental-chat-11-10Amazon1,365+/-425,104AmazonProprietary
186Google Deep MindGemma 3 - 27B (IT)Google Deep Mind1,365+/-446,421Google Deep MindGemma
187OpenAIOpenAI o3-mini (high)OpenAI1,364+/-515,536OpenAIProprietary
188MiniMaxminimax-m1MiniMax1,364+/-434,038MiniMaxApache 2.0
189OpenAIOpenAI o3-mini (high)OpenAI1,363+/-518,589OpenAIProprietary
190Nvidianvidia-nemotron-3-super-120b-a12bNvidia1,361+/-77,458NvidiaNVIDIA Open Model
191DeepMindGemini 2.0 Flash ExperimentalDeepMind1,360+/-443,346DeepMindProprietary
192DeepSeek-AIDeepSeek-V3DeepSeek-AI1,358+/-521,770DeepSeek-AIDeepSeek
193xAIgrok-3-mini-betaxAI1,358+/-520,840xAIProprietary
194MistralAIMistral-Small-3.2MistralAI1,357+/-517,399MistralAIApache 2.0
195intellect-3 MIT1,356+/-85,284——
196Nvidianvidia-nemotron-3.5-lightning-30b-a3b-nvfp4Nvidia1,355+/-94,814NvidiaOpenMDW-1.1
197CohereAIC4AI Command A (202503)CohereAI1,354+/-355,449CohereAICC-BY-NC-4.0
198DeepMindGemini 2.0 Flash-LiteDeepMind1,353+/-424,955DeepMindProprietary
199智谱AIGLM-4.5V智谱AI1,353+/-84,817智谱AIMIT
200OpenAIGPT OSS 120BOpenAI1,352+/-429,955OpenAIApache 2.0
201Google Deep MindGemini 1.5 ProGoogle Deep Mind1,351+/-355,606Google Deep MindProprietary
202Amazonamazon-nova-experimental-chat-10-20Amazon1,350+/-611,363AmazonProprietary
203StepFunAIStep3StepFunAI1,349+/-86,277StepFunAIApache 2.0
204Tencenthunyuan-turbos-20250226Tencent1,349+/-122,220TencentProprietary
205OpenAIOpenAI o3-miniOpenAI1,348+/-456,661OpenAIProprietary
206Nvidiallama-3.1-nemotron-ultra-253b-v1Nvidia1,347+/-122,549NvidiaNvidia Open Model
207阿里巴巴Qwen3-32B阿里巴巴1,347+/-93,926阿里巴巴Apache 2.0
208Amazonamazon-nova-experimental-chat-10-09Amazon1,347+/-112,775AmazonProprietary
209AImercury-2 InceptionAI1,347+/-113,043AIProprietary
210Alibabaqwen-plus-0125Alibaba1,346+/-85,819AlibabaProprietary
211OpenAIGPT-4oOpenAI1,346+/-3112,881OpenAIProprietary
212MiniMaxAIMiniMax M2MiniMaxAI1,346+/-86,752MiniMaxAIApache 2.0
213ling-flash-2.0 AntGroup1,344+/-76,853GroupMIT
214Nvidianvidia-llama-3.3-nemotron-super-49b-v1.5Nvidia1,343+/-103,316NvidiaNvidia Open
215AnthropicClaude 3.5 SonnetAnthropic1,343+/-382,419AnthropicProprietary
216glm-4-plus-0111Zhipu1,343+/-85,760ZhipuProprietary
217granite-4.2-30bIBM1,342+/-113,275IBMApache 2.0
218Google Deep MindGemma 3 - 12B (IT)Google Deep Mind1,342+/-103,829Google Deep MindGemma
219Tencenthunyuan-turbo-0110Tencent1,341+/-122,290TencentProprietary
220OpenAIGPT-5-Nano (high)OpenAI1,337+/-78,134OpenAIProprietary
221OpenAIOpenAI o1-miniOpenAI1,337+/-451,981OpenAIProprietary
222亚马逊Nova 2 Lite亚马逊1,336+/-612,119亚马逊Proprietary
223阿里巴巴QwQ-32B阿里巴巴1,336+/-425,092阿里巴巴Apache 2.0
224Googlegemini-advanced-0514Google1,335+/-550,148GoogleProprietary
225xAIGrok 2xAI1,335+/-463,498xAIProprietary
226OpenAIGPT-4oOpenAI1,335+/-445,499OpenAIProprietary
227Metallama-3.1-405b-instruct-bf16Meta1,335+/-441,375MetaLlama 3.1 Community
228StepFunstep-2-16k-exp-202412StepFun1,333+/-94,833StepFunProprietary
229Metallama-3.1-405b-instruct-fp8Meta1,333+/-459,656MetaLlama 3.1 Community
230olmo-3.1-32b-instructAi21,330+/-611,460Ai2Apache 2.0
231yi-lightning Proprietary1,328+/-527,332——
232Nvidiallama-3.3-nemotron-49b-super-v1Nvidia1,328+/-122,218NvidiaNvidia
233molmo-2-8bAi21,328+/-21792Ai2Apache 2.0
234阿里巴巴Qwen3-30B-A3B阿里巴巴1,327+/-526,092阿里巴巴Apache 2.0
235Facebook AI研究实验室Llama 4 Maverick InstructFacebook AI研究实验室1,327+/-439,360Facebook AI研究实验室Llama 4
236Tencenthunyuan-large-2025-02-10Tencent1,326+/-103,738TencentProprietary
237OpenAIgpt-4-turbo-2024-04-09OpenAI1,324+/-498,114OpenAIProprietary
238AnthropicClaude 3.5 HaikuAnthropic1,324+/-368,974AnthropicProprietary
239Google Deep MindGemini 1.5 ProGoogle Deep Mind1,324+/-479,138Google Deep MindProprietary
240DeepSeekdeepseek-v2.5-1210DeepSeek1,323+/-86,795DeepSeekDeepSeek
241OpenAIGPT-4.1 nanoOpenAI1,322+/-86,103OpenAIProprietary
242AnthropicClaude3-OpusAnthropic1,322+/-3194,909AnthropicProprietary
243Facebook AI研究实验室Llama 4 Scout InstructFacebook AI研究实验室1,321+/-529,747Facebook AI研究实验室Llama
244ring-flash-2.0 AntGroup1,321+/-76,902GroupMIT
245StepFunstep-1o-turbo-202506StepFun1,320+/-78,860StepFunProprietary
246glm-4-plusZhipu AI1,319+/-526,126Zhipu AIProprietary
247Alibabaqwen-max-0919Alibaba1,318+/-616,478AlibabaQwen
248OpenAIGPT-4o miniOpenAI1,317+/-468,697OpenAIProprietary
249Facebook AI研究实验室Llama3.3-70B-InstructFacebook AI研究实验室1,317+/-454,415Facebook AI研究实验室Llama-3.3
250Google Deep MindGemma-3n-E4BGoogle Deep Mind1,317+/-522,087Google Deep MindGemma
251OpenAIGPT OSS 20BOpenAI1,317+/-610,394OpenAIApache 2.0
252Alibabaqwen2.5-plus-1127Alibaba1,315+/-610,187AlibabaProprietary
253Nvidianvidia-nemotron-3-nano-30b-a3b-bf16Nvidia1,314+/-615,332NvidiaNVIDIA Open Model
254Mistralmistral-large-2407Mistral1,314+/-445,459MistralMistral Research
255athene-v2-chat NexusFlow1,314+/-524,739——
256OpenAIGPT-4OpenAI1,313+/-493,439OpenAIProprietary
257OpenAIGPT-4OpenAI1,312+/-4100,105OpenAIProprietary
258Tencenthunyuan-standard-2025-02-10Tencent1,311+/-103,904TencentProprietary
259Googlegemini-1.5-flash-002Google1,309+/-434,902GoogleProprietary
260xAIgrok-2-mini-2024-08-13xAI1,308+/-452,567xAIProprietary
261AImercury InceptionAI1,308+/-141,928AIProprietary
262DeepSeek-AIDeepSeek V2.5DeepSeek-AI1,307+/-524,572DeepSeek-AIDeepSeek
263olmo-3-32b-thinkAi21,307+/-85,683Ai2Apache 2.0
264athene-70b-0725 CC-BY-NC-4.01,306+/-619,621——
265granite-4.1-8bIBM1,306+/-104,028IBMApache 2.0
266Mistralmistral-large-2411Mistral1,305+/-428,073MistralMRL
267MistralAIMagistral-Medium-2506MistralAI1,304+/-611,467MistralAIProprietary
268Google Deep MindGemma 3 - 4B (IT)Google Deep Mind1,303+/-94,171Google Deep MindGemma
269MistralAIMistral-Small-3.1-24B-Instruct-2503MistralAI1,303+/-532,630MistralAIApache 2.0
270阿里巴巴Qwen2.5-VL-72B-Instruct阿里巴巴1,303+/-439,406阿里巴巴Qwen
271Facebook AI研究实验室Llama3.1-70B-InstructFacebook AI研究实验室1,299+/-87,140Facebook AI研究实验室Llama 3.1
272granite-4.2-3bIBM1,296+/-123,093IBMApache 2.0
273Tencenthunyuan-large-visionTencent1,294+/-95,260TencentProprietary
274Facebook AI研究实验室Llama3.1-70B-InstructFacebook AI研究实验室1,293+/-455,240Facebook AI研究实验室Llama 3.1 Community
275Amazonamazon-nova-pro-v1.0Amazon1,290+/-524,745AmazonProprietary
276jamba-1.5-large Jamba Open1,289+/-78,662——
277Googlegemma-2-27b-itGoogle1,289+/-375,754GoogleGemma license
278granite-4.2-8bIBM1,288+/-113,111IBMApache 2.0
279reka-core-20240904 Proprietary1,288+/-77,312——
280OpenAIGPT-4OpenAI1,287+/-554,173OpenAIProprietary
281Googlegemini-1.5-flash-001Google1,286+/-562,833GoogleProprietary
282Nvidiallama-3.1-nemotron-51b-instructNvidia1,286+/-103,749NvidiaLlama 3.1
283llama-3.1-tulu-3-70bAi21,286+/-102,846Ai2Llama 3.1
284olmo-3.1-32b-thinkAi21,286+/-78,116Ai2Apache 2.0
285ibm-granite-h-smallIBM1,285+/-85,535IBMApache 2.0
286AnthropicClaude3-SonnetAnthropic1,281+/-4109,284AnthropicProprietary
287gemma-2-9b-it-simpo MIT1,280+/-710,072——
288Nvidianemotron-4-340b-instructNvidia1,277+/-519,659NvidiaNVIDIA Open Model
289Facebook AI研究实验室Llama3-70B-InstructFacebook AI研究实验室1,276+/-4156,876Facebook AI研究实验室Llama 3 Community
290Coherecommand-r-plus-08-2024Cohere1,276+/-79,866CohereCC-BY-NC-4.0
291OpenAIGPT-4OpenAI1,275+/-488,723OpenAIProprietary
292MistralAIMistral Small 24B Instruct 2501MistralAI1,274+/-614,681MistralAIApache 2.0
293智谱AIGLM4智谱AI1,273+/-79,788智谱AIProprietary
294reka-flash-20240904 Proprietary1,272+/-77,536——
295阿里巴巴Qwen2.5-Coder-32B-Instruct阿里巴巴1,270+/-85,432阿里巴巴Apache 2.0
296CohereAIC4AI Aya Vision 32BCohereAI1,267+/-527,124CohereAICC-BY-NC-4.0
297Googlegemma-2-9b-itGoogle1,267+/-454,611GoogleGemma license
298DeepSeekdeepseek-coder-v2DeepSeek1,265+/-615,147DeepSeekDeepSeek License
299阿里巴巴Qwen2-72B-Instruct阿里巴巴1,261+/-537,325阿里巴巴Qianwen LICENSE
300CohereAIC4AI Command R+CohereAI1,261+/-477,554CohereAICC-BY-NC-4.0
301AnthropicClaude3-HaikuAnthropic1,261+/-4117,701AnthropicProprietary
302Amazonamazon-nova-lite-v1.0Amazon1,260+/-519,372AmazonProprietary
303Googlegemini-1.5-flash-8b-001Google1,258+/-435,558GoogleProprietary
304Microsoft AzurePhi-4-reasoningMicrosoft Azure1,256+/-524,126Microsoft AzureMIT
305olmo-2-0325-32b-instructAi21,251+/-113,334Ai2Apache-2.0
306Coherecommand-r-08-2024Cohere1,250+/-710,140CohereCC-BY-NC-4.0
307Mistralmistral-large-2402Mistral1,242+/-562,436MistralProprietary
308Amazonamazon-nova-micro-v1.0Amazon1,240+/-519,364AmazonProprietary
309jamba-1.5-mini Jamba Open1,239+/-78,858——
310Mistralministral-8b-2410Mistral1,237+/-94,781MistralMRL
311Googlegemini-pro-dev-apiGoogle1,236+/-718,354GoogleProprietary
312阿里巴巴Qwen1.5-110B-Chat阿里巴巴1,234+/-626,195阿里巴巴Qianwen LICENSE
313Tencenthunyuan-standard-256kTencent1,233+/-122,728TencentProprietary
314reka-flash-21b-20240226-online Proprietary1,233+/-715,450——
315阿里巴巴Qwen1.5-72B-Chat阿里巴巴1,233+/-539,302阿里巴巴Qianwen LICENSE
316MistralAIMixtral-8x22B-Instruct-v0.1MistralAI1,229+/-551,416MistralAIApache 2.0
317Coherecommand-rCohere1,226+/-554,036CohereCC-BY-NC-4.0
318reka-flash-21b-20240226 Proprietary1,226+/-624,806——
319OpenAIgpt-3.5-turbo-0125OpenAI1,225+/-566,207OpenAIProprietary
320Facebook AI研究实验室Llama3-8B-InstructFacebook AI研究实验室1,223+/-4104,642Facebook AI研究实验室Llama 3 Community
321DeepMindGemini-proDeepMind1,223+/-126,390DeepMindProprietary
322CohereAIC4AI Aya Vision 8BCohereAI1,223+/-79,818CohereAICC-BY-NC-4.0
323Mistralmistral-mediumMistral1,222+/-534,550MistralProprietary
324llama-3.1-tulu-3-8bAi21,220+/-112,896Ai2Llama 3.1
325零一万物Yi-1.5-34B零一万物1,212+/-524,146零一万物—
326zephyr-orpo-141b-A35b-v0.1 Apache 2.01,212+/-114,652——
327Facebook AI研究实验室Llama3.1-8B-InstructFacebook AI研究实验室1,211+/-449,605Facebook AI研究实验室Llama 3.1 Community
328Facebook AI研究实验室Llama3.1-8B-InstructFacebook AI研究实验室1,208+/-113,090Facebook AI研究实验室Apache 2.0
329Alibabaqwen1.5-32b-chatAlibaba1,203+/-621,741AlibabaQianwen LICENSE
330OpenAIgpt-3.5-turbo-1106OpenAI1,203+/-916,619OpenAIProprietary
331Googlegemma-2-2b-itGoogle1,200+/-446,616GoogleGemma license
332Microsoft AzurePhi-3-medium 14B-previewMicrosoft Azure1,197+/-525,055Microsoft AzureMIT
333Mistralmixtral-8x7b-instruct-v0.1Mistral1,197+/-473,503MistralApache 2.0
334dbrx-instruct-preview DBRX LICENSE1,195+/-632,191——
335阿里巴巴Qwen1.5-14B-Chat阿里巴巴1,191+/-717,839阿里巴巴Qianwen LICENSE
336上海人工智能实验室InternLM2-Base-20B上海人工智能实验室1,190+/-79,901上海人工智能实验室—
337DeepSeek-AIDeepSeek LLM 67B ChatDeepSeek-AI1,184+/-114,932DeepSeek-AIDeepSeek License
338WizardLM TeamWizardLM-70B-V1.0WizardLM Team1,184+/-98,214WizardLM TeamLlama 2 Community
339零一万物Yi-34B零一万物1,183+/-715,483零一万物—
340granite-3.0-8b-instructIBM1,182+/-96,638IBMApache 2.0
341openchat-3.5 Apache-2.01,182+/-107,968——
342openchat-3.5-0106 Apache-2.01,182+/-812,637——
343Google ResearchGemma 1.1-7B-ITGoogle Research1,182+/-623,893Google ResearchGemma license
344snowflake-arctic-instruct Apache 2.01,179+/-632,832——
345granite-3.1-2b-instructIBM1,178+/-113,188IBMApache 2.0
346Facebook AI研究实验室LLaMA2 70BFacebook AI研究实验室1,177+/-106,535Facebook AI研究实验室—
347openhermes-2.5-mistral-7b Apache-2.01,175+/-105,006——
348LM-SYSVicuna 33BLM-SYS1,172+/-622,479LM-SYS—
349starling-lm-7b-beta Apache-2.01,171+/-716,056——
350Microsoft AzurePhi-3-small 7BMicrosoft Azure1,171+/-617,766Microsoft AzureMIT
351Metallama-2-70b-chatMeta1,170+/-538,492MetaLlama 2 Community
352starling-lm-7b-alpha CC-BY-NC-4.01,167+/-810,224——
353Metallama-3.2-3b-instructMeta1,166+/-87,936MetaLlama 3.2
354nous-hermes-2-mixtral-8x7b-dpo Apache-2.01,164+/-123,777——
355阿里巴巴Qwen3-VL-2B阿里巴巴1,156+/-86,837阿里巴巴Apache 2.0
356Nvidiallama2-70b-steerlm-chatNvidia1,154+/-133,585NvidiaLlama 2 Community
357阿里巴巴QwQ-32B-Preview阿里巴巴1,154+/-113,231阿里巴巴Apache 2.0
358solar-10.7b-instruct-v1.0 CC-BY-NC-4.01,152+/-134,155——
359dolphin-2.2.1-mistral-7b Apache-2.01,152+/-151,679——
360mpt-30b-chat CC-BY-NC-SA-4.01,150+/-122,572——
361Microsoftwizardlm-13bMicrosoft1,149+/-97,044MicrosoftLlama 2 Community
362MistralAIMistral-7B-Instruct-v0.2MistralAI1,149+/-719,402MistralAIApache-2.0
363falcon-180b-chat Falcon-180B TII License1,147+/-171,295——
364阿里巴巴Qwen1.5-7B-Chat阿里巴巴1,143+/-104,737阿里巴巴Qianwen LICENSE
365Microsoft AzurePhi-3-mini 3.8BMicrosoft Azure1,143+/-612,297Microsoft AzureMIT
366百川智能Baichuan2-13B-Chat百川智能1,141+/-719,174百川智能Llama 2 Community
367vicuna-13b Llama 2 Community1,141+/-719,367——
368阿里巴巴Qwen-14B-Chat阿里巴巴1,139+/-114,964阿里巴巴Qianwen LICENSE
369Google ResearchPaLM 2Google Research1,138+/-98,554Google ResearchProprietary
370Google ResearchGemma 7B - ItGoogle Research1,137+/-98,925Google ResearchGemma license
371Facebook AI研究实验室CodeLLaMA-34BFacebook AI研究实验室1,136+/-97,366Facebook AI研究实验室Llama 2 Community
372zephyr-7b-beta MIT1,130+/-911,118——
373Microsoft AzurePhi-3-mini 3.8BMicrosoft Azure1,129+/-720,685Microsoft AzureMIT
374Microsoft AzurePhi-3-mini 3.8BMicrosoft Azure1,128+/-620,118Microsoft AzureMIT
375guanaco-33b Non-commercial1,127+/-122,921——
376zephyr-7b-alpha MIT1,126+/-161,785——
377stripedhyena-nous-7b Apache 2.01,121+/-115,182——
378Facebook AI研究实验室CodeLlama-70B-InstructFacebook AI研究实验室1,119+/-181,143Facebook AI研究实验室Llama 2 Community
379Google ResearchGemma 1.1-2B-ITGoogle Research1,116+/-810,854Google ResearchGemma license
380vicuna-7b Llama 2 Community1,115+/-96,923——
381smollm2-1.7b-instruct Apache 2.01,114+/-142,199——
382Metallama-3.2-1b-instructMeta1,111+/-88,045MetaLlama 3.2
383MistralAIMistral 7B InstructMistralAI1,110+/-98,977MistralAIApache 2.0
384百川智能Baichuan2-7B-Chat百川智能1,107+/-714,148百川智能Llama 2 Community
385Google ResearchGemma 2B - ItGoogle Research1,093+/-114,780Google ResearchGemma license
386阿里巴巴Qwen1.5-4B-Chat阿里巴巴1,090+/-97,597阿里巴巴Qianwen LICENSE
387olmo-7b-instructAi21,073+/-116,328Ai2Apache-2.0
388达摩院Koala达摩院1,070+/-106,965达摩院—
389alpaca-13b Non-commercial1,069+/-115,745——
390Nomic AIGPT4All 13BNomic AI1,067+/-151,743Nomic AI—
391mpt-7b-chat CC-BY-NC-SA-4.01,063+/-123,924——
392智谱AIChatGLM3-6B智谱AI1,056+/-124,658智谱AI—
393RWKV-4-Raven-14B Apache 2.01,042+/-114,845——
394智谱AIChatGLM2-6B智谱AI1,024+/-142,658智谱AI—
395oasst-pythia-12b Apache 2.01,023+/-116,310——
396智谱AIChatGLM-6B智谱AI995+/-134,914智谱AI—
397fastchat-t5-3b Apache 2.0992+/-124,203——
398dolly-v2-12b MIT982+/-133,412——
399Facebook AI研究实验室LLaMA 13BFacebook AI研究实验室974+/-162,391Facebook AI研究实验室Non-commercial
400stablelm-tuned-alpha-7b CC-BY-NC-SA-4.0953+/-133,287——

数据仅供参考，以官方来源为准。模型名称旁的链接可跳转到 DataLearner 模型详情页。

常见问题 (FAQ)

01

什么是 Text Generation Arena (LMArena)？

Text Generation Arena（原 LMSYS Chatbot Arena）是目前最具影响力的大模型匿名评测平台。用户向两个身份未知的模型提问，根据回答质量投票，系统通过 Elo 算法将数百万次投票汇聚为动态排行榜，被学术界和工业界广泛引用。

02

Arena Elo 分数是如何计算的？

Elo 算法源自国际象棋评分体系。每次对战后，胜者得分上升、败者下降，幅度取决于双方原始评分差距。95% 置信区间（CI）反映该模型参与对战次数的多少：CI 越窄说明数据越充分、排名越可信。

03

为什么同一模型会出现"Thinking"和普通两个版本？

部分模型支持"扩展思考"（Extended Thinking）模式，会在给出最终答案前进行更深入的内部推理。该模式通常在逻辑推理、数学和编程任务上得分更高，但响应时延也更长、成本更高。Arena 将两种模式分开评测，以便用户根据实际需求选择。

04

如何根据排行榜选择适合自己的大语言模型？

建议综合考虑：综合性能（看 Elo 总分）、成本（闭源 API 按量计费，开源可自部署）、中文支持、开源程度以及响应速度。