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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

1,506

模型数量

401

数据版本

2026年09月11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 5Anthropic1,506+/-529,683AnthropicProprietary
AnthropicClaude Opus 4.6 (high)Anthropic1,505+/-471,992AnthropicProprietary
AnthropicOpus 4.7 (high)Anthropic1,502+/-459,992AnthropicProprietary
4AnthropicClaude Fable 5.1 (max)Anthropic1,501+/-85,447AnthropicProprietary
5Facebook AI研究实验室Muse Spark 1.2 (xhigh)Facebook AI研究实验室1,499+/-113,229Facebook AI研究实验室Proprietary
6AnthropicClaude Opus 4.6Anthropic1,497+/-375,898AnthropicProprietary
7AnthropicOpus 4.7Anthropic1,494+/-461,138AnthropicProprietary
8Facebook AI研究实验室Muse Spark 1.1Facebook AI研究实验室1,494+/-527,136Facebook AI研究实验室Proprietary
9AnthropicClaude Opus 5 (high)Anthropic1,493+/-441,777AnthropicProprietary
10Googlegemini-3.8-flash-highGoogle1,493+/-95,094GoogleProprietary
11Googlegemini-3.7-flash-highGoogle1,490+/-85,645GoogleProprietary
12Facebook AI研究实验室Muse SparkFacebook AI研究实验室1,488+/-613,565Facebook AI研究实验室Proprietary
13Google Deep MindGemini 3.1 Pro PreviewGoogle Deep Mind1,487+/-3106,483Google Deep MindProprietary
14AnthropicClaude Opus 5 (max)Anthropic1,487+/-620,296AnthropicProprietary
15Z.aiglm-5.3-maxZ.ai1,486+/-710,559Z.aiMIT
16Google Deep MindGemini 3 ProGoogle Deep Mind1,486+/-440,653Google Deep MindProprietary
17Moonshot AIKimi K3 (max)Moonshot AI1,485+/-520,911Moonshot AIKimi K3 license
18AnthropicClaude Opus 4.8 (high)Anthropic1,482+/-452,123AnthropicProprietary
19OpenAIGPT-5.6 Sol (xhigh)OpenAI1,482+/-526,611OpenAIProprietary
20OpenAIGPT-5.5 (high)OpenAI1,482+/-464,953OpenAIProprietary
21阿里巴巴Qwen3.8-Max阿里巴巴1,481+/-616,263阿里巴巴Proprietary
22Googlegemini-3.6-flash-highGoogle1,479+/-525,953GoogleProprietary
23Googlegemini-3.5-flash-highGoogle1,478+/-437,808GoogleProprietary
24OpenAIgpt-6-astra-maxOpenAI1,478+/-132,059OpenAIProprietary
25OpenAIGPT-5.4 (high)OpenAI1,476+/-460,538OpenAIProprietary
26OpenAIGPT-5.2 Chat (0210)OpenAI1,476+/-434,173OpenAIProprietary
27OpenAIGPT-5.5OpenAI1,476+/-466,349OpenAIProprietary
28Z.aiglm-5.3-flashZ.ai1,475+/-79,479Z.aiMIT
29xAIGrok 4.20 BetaxAI1,475+/-526,595xAIProprietary
30Googlegemini-3.5-flash-mediumGoogle1,474+/-536,151GoogleProprietary
31OpenAIGPT-5.5 InstantOpenAI1,474+/-525,827OpenAIProprietary
32Google Deep MindGemini 3.0 FlashGoogle Deep Mind1,474+/-430,239Google Deep MindProprietary
33阿里巴巴Qwen3.7-Max-Preview阿里巴巴1,473+/-103,705阿里巴巴Proprietary
34AnthropicOpus 4.5Anthropic1,473+/-436,240AnthropicProprietary
35AnthropicClaude Opus 4.8Anthropic1,473+/-452,970AnthropicProprietary
36AnthropicClaude Sonnet 4.6Anthropic1,473+/-466,208AnthropicProprietary
37Z.aiglm-5.2-maxZ.ai1,472+/-536,471Z.aiMIT
38xAIgrok-4.20-beta-0309-reasoningxAI1,471+/-462,168xAIProprietary
39xAIgrok-4.20-multi-agent-beta-0309xAI1,470+/-460,775xAIProprietary
40AnthropicClaude Opus 4Anthropic1,469+/-370,012AnthropicProprietary
41xAIGrok 4.5xAI1,469+/-529,617xAIProprietary
42百度ERNIE-5.1-Preview百度1,468+/-537,063百度Proprietary
43mimo-v2.5-proXiaomi1,468+/-460,523XiaomiMIT
44OpenAIGPT-5.6 Terra (xhigh)OpenAI1,466+/-527,655OpenAIProprietary
45OpenAIGPT-5.4OpenAI1,466+/-463,529OpenAIProprietary
46智谱AIGLM 5.1智谱AI1,465+/-448,503智谱AIMIT
47xAIGrok 4.1 ThinkingxAI1,465+/-364,154xAIProprietary
48阿里巴巴Qwen3.5 Max Preview阿里巴巴1,465+/-521,469阿里巴巴Proprietary
49DeepSeekdeepseek-v4-pro-high-20260813DeepSeek1,462+/-78,623DeepSeekMIT
50AnthropicClaude Sonnet 4.5 (high)Anthropic1,461+/-534,889AnthropicProprietary
51Moonshot AIKimi K2.6Moonshot AI1,461+/-537,497Moonshot AIModified MIT
52阿里巴巴Qwen3.6-Max-Preview阿里巴巴1,460+/-85,190阿里巴巴Proprietary
53xAIGrok 4.1xAI1,459+/-366,335xAIProprietary
54Google Deep MindGemini 3.0 Flash (minimal)Google Deep Mind1,458+/-385,820Google Deep MindProprietary
55智谱AIGLM-5智谱AI1,458+/-427,600智谱AIMIT
56DeepSeek-AIDeepSeek-V4-ProDeepSeek-AI1,457+/-454,142DeepSeek-AIMIT
57Google Deep MindGemini 3.5 Flash-LiteGoogle Deep Mind1,457+/-525,717Google Deep MindProprietary
58AnthropicClaude Sonnet 4.5Anthropic1,456+/-380,965AnthropicProprietary
59腾讯AI实验室Hy3腾讯AI实验室1,456+/-78,023腾讯AI实验室Apache 2.0
60SpaceXAIgrok-4.6-highSpaceXAI1,456+/-615,017SpaceXAIProprietary
61阿里巴巴Qwen3.7-Plus阿里巴巴1,456+/-439,366阿里巴巴Proprietary
62字节跳动Seed团队DOLA Seed 2.0 Pro字节跳动Seed团队1,456+/-374,155字节跳动Seed团队Proprietary
63AnthropicClaude Sonnet 4.5Anthropic1,455+/-379,619AnthropicProprietary
64OpenAIGPT-5.1 Pro (high)OpenAI1,455+/-440,277OpenAIProprietary
65DeepSeekdeepseek-v4-pro-high-previewDeepSeek1,455+/-451,494DeepSeekMIT
66OpenAIGPT-5.6 Luna (xhigh)OpenAI1,453+/-528,112OpenAIProprietary
67DeepMindGemma 4 31BDeepMind1,451+/-85,891DeepMindApache 2.0
68Moonshot AIKimi K2 ThinkingMoonshot AI1,450+/-370,513Moonshot AIModified MIT
69AnthropicOpus 4.1 (thinking-16k)Anthropic1,450+/-348,809AnthropicProprietary
70OpenAIGPT-5.3 ChatOpenAI1,449+/-432,717OpenAIProprietary
71百度ERNIE 5.0 Preview (1203)百度1,449+/-79,561百度Proprietary
72mimo-v2-proXiaomi1,448+/-524,364XiaomiProprietary
73OpenAIGPT-5.4 mini (high)OpenAI1,448+/-459,376OpenAIProprietary
74AnthropicOpus 4.1Anthropic1,448+/-375,903AnthropicProprietary
75百度ERNIE 5.0 (0110)百度1,446+/-434,861百度Proprietary
76Google Deep MindGemini 2.5 ProGoogle Deep Mind1,446+/-2122,548Google Deep MindProprietary
77OpenAIGPT-4.5OpenAI1,445+/-614,547OpenAIProprietary
78阿里巴巴Qwen 3.6 Plus Preview阿里巴巴1,443+/-445,318阿里巴巴Proprietary
79OpenAIGPT-4o(2025-03-27)OpenAI1,443+/-380,675OpenAIProprietary
80xAIGrok 4.3 BetaxAI1,443+/-466,842xAIProprietary
81阿里巴巴Qwen3.5-397B-A17B阿里巴巴1,442+/-376,643阿里巴巴Apache 2.0
82MiniMaxAIMiniMax M3MiniMaxAI1,442+/-448,130MiniMaxAIMiniMax Community License
83智谱AIGLM-4.7智谱AI1,442+/-611,892智谱AIMIT
84InklingThinking Machines Lab1,439+/-525,509Thinking Machines LabApache 2.0
85OpenAIGPT-5.1OpenAI1,439+/-442,992OpenAIProprietary
86DeepSeekdeepseek-v4-flash-high-previewDeepSeek1,438+/-448,595DeepSeekMIT
87DeepMindGemma 4 26B A4BDeepMind1,438+/-85,804DeepMindApache 2.0
88Alibabaqwen3.8-27bAlibaba1,438+/-710,256AlibabaApache 2.0
89OpenAIGPT-5.2 Pro (high)OpenAI1,438+/-447,539OpenAIProprietary
90OpenAIGPT-5.2OpenAI1,436+/-378,963OpenAIProprietary
91DeepSeek-AIDeepSeek-V4-FlashDeepSeek-AI1,436+/-448,890DeepSeek-AIMIT
92Meituanlongcat-flash-chat-2602-expMeituan1,436+/-527,961MeituanProprietary
93阿里巴巴Qwen3 Max (Preview)阿里巴巴1,435+/-527,194阿里巴巴Proprietary
94OpenAIGPT-5-Pro (high)OpenAI1,435+/-531,424OpenAIProprietary
95mimo-v2.5Xiaomi1,433+/-444,446XiaomiMIT
96智谱AIGLM-5V-Turbo智谱AI1,433+/-79,367智谱AIProprietary
97Google Deep MindGemini 3.1 Flash-LiteGoogle Deep Mind1,432+/-460,409Google Deep MindProprietary
98OpenAIOpenAI o3OpenAI1,431+/-458,569OpenAIProprietary
99Moonshot AIKimi K2.5 InstantMoonshot AI1,431+/-77,990Moonshot AIModified MIT
100xAIGrok 4.1 Fast (fast-reasoning)xAI1,430+/-355,355xAIProprietary
101Moonshot AIKimi K2 Thinking (thinking-turbo)Moonshot AI1,430+/-361,079Moonshot AIModified MIT
102mimo-v2-omniXiaomi1,430+/-619,415XiaomiProprietary
103Facebook AI研究实验室Muse Glimmer-30BFacebook AI研究实验室1,427+/-103,665Facebook AI研究实验室Apache-2.0
104OpenAIGPT-5.2 Chat (0210)OpenAI1,427+/-430,961OpenAIProprietary
105MistralAIMistral Medium 3.5MistralAI1,426+/-710,998MistralAIModified MIT
106AnthropicClaude Opus 4 (thinking-16k)Anthropic1,426+/-435,727AnthropicProprietary
107Amazonamazon-nova-experimental-chat-26-02-10Amazon1,426+/-103,369AmazonProprietary
108NVIDIANemotron 3 UltraNVIDIA1,426+/-710,691NVIDIAOpenMDW-1.1
109DeepSeek-AIDeepSeek V3.2-Exp (thinking)DeepSeek-AI1,425+/-78,908DeepSeek-AIMIT
110DeepSeek-AIDeepSeek V3.2DeepSeek-AI1,425+/-446,464DeepSeek-AIMIT
111智谱AIGLM-4.6智谱AI1,425+/-435,065智谱AIMIT
112Alibabaqwen3-max-2025-09-23Alibaba1,424+/-78,937AlibabaProprietary
113阿里巴巴Qwen3-235B-A22B-2507阿里巴巴1,423+/-395,656阿里巴巴Apache 2.0
114DeepSeek-AIDeepSeek V3.2-Exp (thinking)DeepSeek-AI1,422+/-440,496DeepSeek-AIMIT
115DeepSeek-AIDeepSeek V3.2-ExpDeepSeek-AI1,422+/-611,756DeepSeek-AIMIT
116DeepSeek-AIDeepSeek-R1-0528DeepSeek-AI1,421+/-618,089DeepSeek-AIMIT
117百度ERNIE 5.0百度1,419+/-94,662百度Proprietary
118xAIGrok 4 FastxAI1,418+/-86,334xAIProprietary
119Moonshot AIKimi K2 0905Moonshot AI1,418+/-711,566Moonshot AIModified MIT
120Moonshot AIKimi K2Moonshot AI1,418+/-527,027Moonshot AIModified MIT
121DeepSeek-AIDeepSeek-V3.1 Terminus (thinking)DeepSeek-AI1,417+/-103,369DeepSeek-AIMIT
122DeepSeek-AIDeepSeek-V3.1DeepSeek-AI1,417+/-614,604DeepSeek-AIMIT
123阿里巴巴Qwen3.5-122B-A10B阿里巴巴1,417+/-428,349阿里巴巴Apache 2.0
124DeepSeek-AIDeepSeek-V3.1 (thinking)DeepSeek-AI1,416+/-711,462DeepSeek-AIMIT
125DeepSeek-AIDeepSeek-V3.1 TerminusDeepSeek-AI1,415+/-103,611DeepSeek-AIMIT
126MiniMaxAIMiniMax-M2.7MiniMaxAI1,415+/-468,700MiniMaxAIModified MIT
127Amazonamazon-nova-experimental-chat-26-01-10Amazon1,415+/-103,347AmazonProprietary
128OpenAIGPT-4.1OpenAI1,414+/-449,934OpenAIProprietary
129AnthropicHaiku 4.5Anthropic1,414+/-3128,838AnthropicProprietary
130阿里巴巴Qwen3-VL-235B-A22B-Instruct阿里巴巴1,414+/-711,219阿里巴巴Apache 2.0
131AnthropicClaude Opus 4Anthropic1,414+/-442,837AnthropicProprietary
132MistralAIMistral Large 3MistralAI1,413+/-368,591MistralAIApache 2.0
133Tencenthunyuan-hy3-previewTencent1,413+/-86,606Tencenttencent-hunyuan-community
134xAIGrok 3xAI1,412+/-432,409xAIProprietary
135智谱AIGLM-4.5智谱AI1,411+/-523,707智谱AIMIT
136xAIGrok 4xAI1,411+/-439,299xAIProprietary
137Google Deep MindGemini 2.5 FlashGoogle Deep Mind1,410+/-2122,716Google Deep MindProprietary
138MistralAIMagistral-Medium-2506MistralAI1,409+/-392,692MistralAIProprietary
139阿里巴巴Qwen3.5-27B阿里巴巴1,408+/-427,228阿里巴巴Apache 2.0
140xAIGrok 4 Fast (fast-reasoning)xAI1,405+/-517,971xAIProprietary
141Inkling SmallThinky1,404+/-518,408ThinkyApache 2.0
142Google Deep MindGemini 2.5 Flash-Preview-09-2025Google Deep Mind1,404+/-432,362Google Deep MindProprietary
143Alibabaqwen3-235b-a22b-no-thinkingAlibaba1,402+/-537,381AlibabaApache 2.0
144OpenAIGPT-5.4 nano (high)OpenAI1,402+/-458,427OpenAIProprietary
145OpenAIOpenAI o1OpenAI1,402+/-427,807OpenAIProprietary
146Meituanlongcat-flash-chatMeituan1,401+/-611,162MeituanMIT
147AnthropicClaude Sonnet 4 (thinking-32k)Anthropic1,401+/-433,935AnthropicProprietary
148Alibabaqwen3-235b-a22b-thinking-2507Alibaba1,400+/-78,797AlibabaApache 2.0
149阿里巴巴Qwen3-Next阿里巴巴1,399+/-522,527阿里巴巴Apache 2.0
150DeepSeek-AIDeepSeek-R1DeepSeek-AI1,398+/-518,524DeepSeek-AIMIT
151StepFunAIStep 3.5 FlashStepFunAI1,397+/-458,185StepFunAIProprietary
152DeepSeek-AIDeepSeek-V3-0324DeepSeek-AI1,396+/-444,781DeepSeek-AIMIT
153阿里巴巴Qwen3-VL-235B-A22B-Instruct (thinking)阿里巴巴1,395+/-77,780阿里巴巴Apache 2.0
154Tencenthunyuan-vision-1.5-thinkingTencent1,395+/-122,171TencentProprietary
155阿里巴巴Qwen3.5-35B-A3B阿里巴巴1,395+/-429,033阿里巴巴Apache 2.0
156Amazonamazon-nova-experimental-chat-12-10Amazon1,395+/-103,630AmazonProprietary
157StepFunAIStep 3.5 FlashStepFunAI1,394+/-457,129StepFunAIApache 2.0
158mimo-v2-flash (non-thinking)Xiaomi1,392+/-446,110XiaomiMIT
159OpenAIOpenAI o4 - miniOpenAI1,391+/-444,632OpenAIProprietary
160AnthropicClaude Sonnet 4Anthropic1,391+/-438,952AnthropicProprietary
161MiniMaxAIMiniMax M2.5MiniMaxAI1,390+/-440,852MiniMaxAIModified MIT
162OpenAIGPT-5-mini (high)OpenAI1,390+/-526,567OpenAIProprietary
163OpenAIOpenAI o1OpenAI1,388+/-531,122OpenAIProprietary
164AnthropicClaude3-Sonnet (thinking-32k)Anthropic1,388+/-438,083AnthropicProprietary
165腾讯AI实验室Hunyuan-T1腾讯AI实验室1,388+/-94,581腾讯AI实验室Proprietary
166阿里巴巴Qwen3-Coder-480B-A35B阿里巴巴1,387+/-525,091阿里巴巴Apache 2.0
167Mistralmistral-medium-2505Mistral1,387+/-532,659MistralProprietary
168mimo-v2-flash (thinking)Xiaomi1,386+/-610,742XiaomiMIT
169MiniMaxAIM2.1MiniMaxAI1,384+/-516,623MiniMaxAIMIT
170Tencenthunyuan-turbos-20250416Tencent1,383+/-710,584TencentProprietary
171OpenAIGPT-4.1 miniOpenAI1,382+/-438,627OpenAIProprietary
172阿里巴巴Qwen3-30B-A3B-2507阿里巴巴1,382+/-523,220阿里巴巴Apache 2.0
173Google Deep MindGemini 2.5 Flash-Lite-Preview-09-2025 (no-thinking)Google Deep Mind1,380+/-346,374Google Deep MindProprietary
174trinity-large-preview Apache 2.01,378+/-429,739——
175智谱AIGLM-4.6V智谱AI1,378+/-112,761智谱AIMIT
176solar-pro4Upstage1,376+/-122,424UpstageProprietary
177阿里巴巴Qwen3-235B-A22B阿里巴巴1,375+/-525,861阿里巴巴Apache 2.0
178Google Deep MindGemini 2.5 Flash-Lite (thinking)Google Deep Mind1,375+/-532,209Google Deep MindProprietary
179阿里巴巴Qwen2.5-Max阿里巴巴1,374+/-432,418阿里巴巴Proprietary
180AnthropicClaude 3.5 SonnetAnthropic1,374+/-387,692AnthropicProprietary
181智谱AIGLM-4.5-Air智谱AI1,373+/-430,367智谱AIMIT
182AnthropicClaude3-SonnetAnthropic1,372+/-442,446AnthropicProprietary
183trinity-large-thinking Apache 2.01,369+/-528,956——
184阿里巴巴Qwen3-Next (thinking)阿里巴巴1,369+/-613,379阿里巴巴Apache 2.0
185智谱AIGLM-4.7-Flash智谱AI1,366+/-611,495智谱AIMIT
186Google Deep MindGemma 3 - 27B (IT)Google Deep Mind1,365+/-446,418Google Deep MindGemma
187Amazonamazon-nova-experimental-chat-11-10Amazon1,365+/-425,087AmazonProprietary
188MiniMaxminimax-m1MiniMax1,364+/-434,024MiniMaxApache 2.0
189OpenAIOpenAI o3-mini (high)OpenAI1,364+/-515,535OpenAIProprietary
190OpenAIOpenAI o3-mini (high)OpenAI1,363+/-518,589OpenAIProprietary
191Nvidianvidia-nemotron-3-super-120b-a12bNvidia1,361+/-77,458NvidiaNVIDIA Open Model
192DeepMindGemini 2.0 Flash ExperimentalDeepMind1,360+/-443,348DeepMindProprietary
193DeepSeek-AIDeepSeek-V3DeepSeek-AI1,358+/-521,770DeepSeek-AIDeepSeek
194xAIgrok-3-mini-betaxAI1,358+/-520,840xAIProprietary
195MistralAIMistral-Small-3.2MistralAI1,357+/-517,390MistralAIApache 2.0
196intellect-3 MIT1,356+/-85,278——
197CohereAIC4AI Command A (202503)CohereAI1,354+/-355,441CohereAICC-BY-NC-4.0
198DeepMindGemini 2.0 Flash-LiteDeepMind1,353+/-424,955DeepMindProprietary
199智谱AIGLM-4.5V智谱AI1,353+/-84,816智谱AIMIT
200Nvidianvidia-nemotron-3.5-lightning-30b-a3b-nvfp4Nvidia1,353+/-87,900NvidiaOpenMDW-1.1
201OpenAIGPT OSS 120BOpenAI1,352+/-429,948OpenAIApache 2.0
202Google Deep MindGemini 1.5 ProGoogle Deep Mind1,351+/-355,606Google Deep MindProprietary
203Amazonamazon-nova-experimental-chat-10-20Amazon1,350+/-611,363AmazonProprietary
204StepFunAIStep3StepFunAI1,349+/-86,277StepFunAIApache 2.0
205Tencenthunyuan-turbos-20250226Tencent1,349+/-122,220TencentProprietary
206OpenAIOpenAI o3-miniOpenAI1,348+/-456,652OpenAIProprietary
207Nvidiallama-3.1-nemotron-ultra-253b-v1Nvidia1,348+/-122,549NvidiaNvidia Open Model
208阿里巴巴Qwen3-32B阿里巴巴1,347+/-93,926阿里巴巴Apache 2.0
209Amazonamazon-nova-experimental-chat-10-09Amazon1,347+/-112,775AmazonProprietary
210AImercury-2 InceptionAI1,346+/-113,042AIProprietary
211OpenAIGPT-4oOpenAI1,346+/-3112,881OpenAIProprietary
212Alibabaqwen-plus-0125Alibaba1,346+/-85,819AlibabaProprietary
213MiniMaxAIMiniMax M2MiniMaxAI1,346+/-86,752MiniMaxAIApache 2.0
214ling-flash-2.0 AntGroup1,344+/-76,851GroupMIT
215Nvidianvidia-llama-3.3-nemotron-super-49b-v1.5Nvidia1,343+/-103,313NvidiaNvidia Open
216AnthropicClaude 3.5 SonnetAnthropic1,343+/-382,419AnthropicProprietary
217glm-4-plus-0111Zhipu1,343+/-85,760ZhipuProprietary
218Google Deep MindGemma 3 - 12B (IT)Google Deep Mind1,342+/-103,829Google Deep MindGemma
219granite-4.2-30bIBM1,342+/-113,261IBMApache 2.0
220Tencenthunyuan-turbo-0110Tencent1,341+/-122,290TencentProprietary
221OpenAIGPT-5-Nano (high)OpenAI1,337+/-78,127OpenAIProprietary
222OpenAIOpenAI o1-miniOpenAI1,337+/-451,981OpenAIProprietary
223亚马逊Nova 2 Lite亚马逊1,336+/-612,120亚马逊Proprietary
224阿里巴巴QwQ-32B阿里巴巴1,336+/-425,087阿里巴巴Apache 2.0
225Googlegemini-advanced-0514Google1,336+/-550,148GoogleProprietary
226xAIGrok 2xAI1,336+/-463,498xAIProprietary
227OpenAIGPT-4oOpenAI1,335+/-445,499OpenAIProprietary
228Metallama-3.1-405b-instruct-bf16Meta1,335+/-441,375MetaLlama 3.1 Community
229StepFunstep-2-16k-exp-202412StepFun1,334+/-94,833StepFunProprietary
230Metallama-3.1-405b-instruct-fp8Meta1,333+/-459,656MetaLlama 3.1 Community
231olmo-3.1-32b-instructAi21,330+/-611,454Ai2Apache 2.0
232yi-lightning Proprietary1,328+/-527,332——
233Nvidiallama-3.3-nemotron-49b-super-v1Nvidia1,328+/-122,218NvidiaNvidia
234molmo-2-8bAi21,328+/-21792Ai2Apache 2.0
235阿里巴巴Qwen3-30B-A3B阿里巴巴1,327+/-526,087阿里巴巴Apache 2.0
236Facebook AI研究实验室Llama 4 Maverick InstructFacebook AI研究实验室1,327+/-439,355Facebook AI研究实验室Llama 4
237Tencenthunyuan-large-2025-02-10Tencent1,326+/-103,738TencentProprietary
238AnthropicClaude 3.5 HaikuAnthropic1,324+/-368,961AnthropicProprietary
239OpenAIgpt-4-turbo-2024-04-09OpenAI1,324+/-498,114OpenAIProprietary
240Google Deep MindGemini 1.5 ProGoogle Deep Mind1,324+/-479,138Google Deep MindProprietary
241DeepSeekdeepseek-v2.5-1210DeepSeek1,323+/-86,795DeepSeekDeepSeek
242OpenAIGPT-4.1 nanoOpenAI1,322+/-86,103OpenAIProprietary
243AnthropicClaude3-OpusAnthropic1,322+/-3194,909AnthropicProprietary
244Facebook AI研究实验室Llama 4 Scout InstructFacebook AI研究实验室1,321+/-529,735Facebook AI研究实验室Llama
245ring-flash-2.0 AntGroup1,321+/-76,898GroupMIT
246StepFunstep-1o-turbo-202506StepFun1,320+/-78,853StepFunProprietary
247glm-4-plusZhipu AI1,319+/-526,126Zhipu AIProprietary
248Alibabaqwen-max-0919Alibaba1,318+/-616,478AlibabaQwen
249OpenAIGPT-4o miniOpenAI1,318+/-468,697OpenAIProprietary
250Facebook AI研究实验室Llama3.3-70B-InstructFacebook AI研究实验室1,318+/-454,410Facebook AI研究实验室Llama-3.3
251OpenAIGPT OSS 20BOpenAI1,317+/-610,393OpenAIApache 2.0
252Google Deep MindGemma-3n-E4BGoogle Deep Mind1,317+/-522,079Google Deep MindGemma
253Alibabaqwen2.5-plus-1127Alibaba1,315+/-610,187AlibabaProprietary
254Nvidianvidia-nemotron-3-nano-30b-a3b-bf16Nvidia1,314+/-615,326NvidiaNVIDIA Open Model
255Mistralmistral-large-2407Mistral1,314+/-445,459MistralMistral Research
256athene-v2-chat NexusFlow1,314+/-524,739——
257OpenAIGPT-4OpenAI1,313+/-493,439OpenAIProprietary
258OpenAIGPT-4OpenAI1,313+/-4100,105OpenAIProprietary
259Tencenthunyuan-standard-2025-02-10Tencent1,311+/-103,904TencentProprietary
260Googlegemini-1.5-flash-002Google1,309+/-434,902GoogleProprietary
261AImercury InceptionAI1,308+/-141,927AIProprietary
262xAIgrok-2-mini-2024-08-13xAI1,308+/-452,567xAIProprietary
263DeepSeek-AIDeepSeek V2.5DeepSeek-AI1,307+/-524,572DeepSeek-AIDeepSeek
264olmo-3-32b-thinkAi21,307+/-85,683Ai2Apache 2.0
265athene-70b-0725 CC-BY-NC-4.01,306+/-619,621——
266granite-4.1-8bIBM1,306+/-104,018IBMApache 2.0
267Mistralmistral-large-2411Mistral1,305+/-428,073MistralMRL
268MistralAIMagistral-Medium-2506MistralAI1,305+/-611,465MistralAIProprietary
269Google Deep MindGemma 3 - 4B (IT)Google Deep Mind1,303+/-94,171Google Deep MindGemma
270MistralAIMistral-Small-3.1-24B-Instruct-2503MistralAI1,303+/-532,614MistralAIApache 2.0
271阿里巴巴Qwen2.5-VL-72B-Instruct阿里巴巴1,303+/-439,406阿里巴巴Qwen
272Facebook 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
273granite-4.2-3bIBM1,294+/-123,081IBMApache 2.0
274Tencenthunyuan-large-visionTencent1,294+/-95,258TencentProprietary
275Facebook 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
276Amazonamazon-nova-pro-v1.0Amazon1,290+/-524,745AmazonProprietary
277jamba-1.5-large Jamba Open1,289+/-78,662——
278Googlegemma-2-27b-itGoogle1,289+/-375,754GoogleGemma license
279reka-core-20240904 Proprietary1,288+/-77,312——
280OpenAIGPT-4OpenAI1,287+/-554,173OpenAIProprietary
281granite-4.2-8bIBM1,287+/-113,098IBMApache 2.0
282Googlegemini-1.5-flash-001Google1,286+/-562,833GoogleProprietary
283Nvidiallama-3.1-nemotron-51b-instructNvidia1,286+/-103,749NvidiaLlama 3.1
284llama-3.1-tulu-3-70bAi21,286+/-102,846Ai2Llama 3.1
285ibm-granite-h-smallIBM1,286+/-85,531IBMApache 2.0
286olmo-3.1-32b-thinkAi21,286+/-78,114Ai2Apache 2.0
287AnthropicClaude3-SonnetAnthropic1,281+/-4109,284AnthropicProprietary
288gemma-2-9b-it-simpo MIT1,280+/-710,072——
289Nvidianemotron-4-340b-instructNvidia1,277+/-519,659NvidiaNVIDIA Open Model
290Facebook 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
291Coherecommand-r-plus-08-2024Cohere1,276+/-79,866CohereCC-BY-NC-4.0
292OpenAIGPT-4OpenAI1,276+/-488,723OpenAIProprietary
293MistralAIMistral Small 24B Instruct 2501MistralAI1,274+/-614,681MistralAIApache 2.0
294智谱AIGLM4智谱AI1,273+/-79,788智谱AIProprietary
295reka-flash-20240904 Proprietary1,272+/-77,536——
296阿里巴巴Qwen2.5-Coder-32B-Instruct阿里巴巴1,270+/-85,432阿里巴巴Apache 2.0
297CohereAIC4AI Aya Vision 32BCohereAI1,267+/-527,124CohereAICC-BY-NC-4.0
298Googlegemma-2-9b-itGoogle1,267+/-454,611GoogleGemma license
299DeepSeekdeepseek-coder-v2DeepSeek1,265+/-615,147DeepSeekDeepSeek License
300阿里巴巴Qwen2-72B-Instruct阿里巴巴1,261+/-537,325阿里巴巴Qianwen LICENSE
301CohereAIC4AI Command R+CohereAI1,261+/-477,554CohereAICC-BY-NC-4.0
302AnthropicClaude3-HaikuAnthropic1,261+/-4117,701AnthropicProprietary
303Amazonamazon-nova-lite-v1.0Amazon1,260+/-519,372AmazonProprietary
304Googlegemini-1.5-flash-8b-001Google1,259+/-435,558GoogleProprietary
305Microsoft AzurePhi-4-reasoningMicrosoft Azure1,256+/-524,126Microsoft AzureMIT
306olmo-2-0325-32b-instructAi21,251+/-113,334Ai2Apache-2.0
307Coherecommand-r-08-2024Cohere1,250+/-710,140CohereCC-BY-NC-4.0
308Mistralmistral-large-2402Mistral1,242+/-562,436MistralProprietary
309Amazonamazon-nova-micro-v1.0Amazon1,241+/-519,364AmazonProprietary
310jamba-1.5-mini Jamba Open1,240+/-78,858——
311Mistralministral-8b-2410Mistral1,237+/-94,781MistralMRL
312Googlegemini-pro-dev-apiGoogle1,236+/-718,354GoogleProprietary
313阿里巴巴Qwen1.5-110B-Chat阿里巴巴1,234+/-626,195阿里巴巴Qianwen LICENSE
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
316Tencenthunyuan-standard-256kTencent1,233+/-122,728TencentProprietary
317MistralAIMixtral-8x22B-Instruct-v0.1MistralAI1,229+/-551,416MistralAIApache 2.0
318Coherecommand-rCohere1,226+/-554,036CohereCC-BY-NC-4.0
319reka-flash-21b-20240226 Proprietary1,226+/-624,806——
320OpenAIgpt-3.5-turbo-0125OpenAI1,225+/-566,207OpenAIProprietary
321Facebook 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
322DeepMindGemini-proDeepMind1,223+/-126,390DeepMindProprietary
323CohereAIC4AI Aya Vision 8BCohereAI1,223+/-79,818CohereAICC-BY-NC-4.0
324Mistralmistral-mediumMistral1,222+/-534,550MistralProprietary
325llama-3.1-tulu-3-8bAi21,220+/-112,896Ai2Llama 3.1
326zephyr-orpo-141b-A35b-v0.1 Apache 2.01,213+/-114,652——
327零一万物Yi-1.5-34B零一万物1,213+/-524,146零一万物—
328Facebook 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
329Facebook 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
330OpenAIgpt-3.5-turbo-1106OpenAI1,204+/-916,619OpenAIProprietary
331Alibabaqwen1.5-32b-chatAlibaba1,204+/-621,741AlibabaQianwen LICENSE
332Googlegemma-2-2b-itGoogle1,200+/-446,616GoogleGemma license
333Microsoft AzurePhi-3-medium 14B-previewMicrosoft Azure1,198+/-525,055Microsoft AzureMIT
334Mistralmixtral-8x7b-instruct-v0.1Mistral1,197+/-473,503MistralApache 2.0
335dbrx-instruct-preview DBRX LICENSE1,195+/-632,191——
336阿里巴巴Qwen1.5-14B-Chat阿里巴巴1,191+/-717,839阿里巴巴Qianwen LICENSE
337上海人工智能实验室InternLM2-Base-20B上海人工智能实验室1,191+/-79,901上海人工智能实验室—
338DeepSeek-AIDeepSeek LLM 67B ChatDeepSeek-AI1,184+/-114,932DeepSeek-AIDeepSeek License
339WizardLM TeamWizardLM-70B-V1.0WizardLM Team1,184+/-98,214WizardLM TeamLlama 2 Community
340零一万物Yi-34B零一万物1,183+/-715,483零一万物—
341granite-3.0-8b-instructIBM1,183+/-96,638IBMApache 2.0
342openchat-3.5 Apache-2.01,183+/-107,968——
343openchat-3.5-0106 Apache-2.01,182+/-812,637——
344Google ResearchGemma 1.1-7B-ITGoogle Research1,182+/-623,893Google ResearchGemma license
345snowflake-arctic-instruct Apache 2.01,180+/-632,832——
346granite-3.1-2b-instructIBM1,179+/-113,188IBMApache 2.0
347Facebook AI研究实验室LLaMA2 70BFacebook AI研究实验室1,177+/-106,535Facebook AI研究实验室—
348openhermes-2.5-mistral-7b Apache-2.01,176+/-105,006——
349LM-SYSVicuna 33BLM-SYS1,173+/-622,479LM-SYS—
350starling-lm-7b-beta Apache-2.01,171+/-716,056——
351Microsoft AzurePhi-3-small 7BMicrosoft Azure1,171+/-617,766Microsoft AzureMIT
352Metallama-2-70b-chatMeta1,170+/-538,492MetaLlama 2 Community
353starling-lm-7b-alpha CC-BY-NC-4.01,167+/-810,224——
354Metallama-3.2-3b-instructMeta1,166+/-87,936MetaLlama 3.2
355nous-hermes-2-mixtral-8x7b-dpo Apache-2.01,164+/-123,777——
356阿里巴巴Qwen3-VL-2B阿里巴巴1,156+/-86,837阿里巴巴Apache 2.0
357Nvidiallama2-70b-steerlm-chatNvidia1,154+/-133,585NvidiaLlama 2 Community
358阿里巴巴QwQ-32B-Preview阿里巴巴1,154+/-113,231阿里巴巴Apache 2.0
359solar-10.7b-instruct-v1.0 CC-BY-NC-4.01,152+/-134,155——
360dolphin-2.2.1-mistral-7b Apache-2.01,152+/-151,679——
361mpt-30b-chat CC-BY-NC-SA-4.01,150+/-122,572——
362Microsoftwizardlm-13bMicrosoft1,149+/-97,044MicrosoftLlama 2 Community
363MistralAIMistral-7B-Instruct-v0.2MistralAI1,149+/-719,402MistralAIApache-2.0
364falcon-180b-chat Falcon-180B TII License1,148+/-171,295——
365阿里巴巴Qwen1.5-7B-Chat阿里巴巴1,143+/-104,737阿里巴巴Qianwen LICENSE
366Microsoft AzurePhi-3-mini 3.8BMicrosoft Azure1,143+/-612,297Microsoft AzureMIT
367vicuna-13b Llama 2 Community1,141+/-719,367——
368百川智能Baichuan2-13B-Chat百川智能1,141+/-719,174百川智能Llama 2 Community
369阿里巴巴Qwen-14B-Chat阿里巴巴1,139+/-114,964阿里巴巴Qianwen LICENSE
370Google ResearchPaLM 2Google Research1,139+/-98,554Google ResearchProprietary
371Google ResearchGemma 7B - ItGoogle Research1,137+/-98,925Google ResearchGemma license
372Facebook 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
373zephyr-7b-beta MIT1,130+/-911,118——
374Microsoft AzurePhi-3-mini 3.8BMicrosoft Azure1,129+/-720,685Microsoft AzureMIT
375Microsoft AzurePhi-3-mini 3.8BMicrosoft Azure1,128+/-620,118Microsoft AzureMIT
376guanaco-33b Non-commercial1,127+/-122,921——
377zephyr-7b-alpha MIT1,127+/-161,785——
378stripedhyena-nous-7b Apache 2.01,121+/-115,182——
379Facebook 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
380Google ResearchGemma 1.1-2B-ITGoogle Research1,116+/-810,854Google ResearchGemma license
381vicuna-7b Llama 2 Community1,115+/-96,923——
382smollm2-1.7b-instruct Apache 2.01,114+/-142,199——
383Metallama-3.2-1b-instructMeta1,111+/-88,045MetaLlama 3.2
384MistralAIMistral 7B InstructMistralAI1,110+/-98,977MistralAIApache 2.0
385百川智能Baichuan2-7B-Chat百川智能1,108+/-714,148百川智能Llama 2 Community
386Google ResearchGemma 2B - ItGoogle Research1,093+/-114,780Google ResearchGemma license
387阿里巴巴Qwen1.5-4B-Chat阿里巴巴1,091+/-97,597阿里巴巴Qianwen LICENSE
388olmo-7b-instructAi21,073+/-116,328Ai2Apache-2.0
389达摩院Koala达摩院1,070+/-106,965达摩院—
390alpaca-13b Non-commercial1,070+/-115,745——
391Nomic AIGPT4All 13BNomic AI1,067+/-151,743Nomic AI—
392mpt-7b-chat CC-BY-NC-SA-4.01,063+/-123,924——
393智谱AIChatGLM3-6B智谱AI1,056+/-124,658智谱AI—
394RWKV-4-Raven-14B Apache 2.01,042+/-114,845——
395智谱AIChatGLM2-6B智谱AI1,024+/-142,658智谱AI—
396oasst-pythia-12b Apache 2.01,023+/-116,310——
397智谱AIChatGLM-6B智谱AI995+/-134,914智谱AI—
398fastchat-t5-3b Apache 2.0992+/-124,203——
399dolly-v2-12b MIT982+/-133,412——
400Facebook AI研究实验室LLaMA 13BFacebook AI研究实验室975+/-162,391Facebook AI研究实验室Non-commercial
401stablelm-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。