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

1,508

模型数量

367

数据版本

2026年06月16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。

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 5Anthropic1,508+/-94,297AnthropicProprietary
AnthropicClaude Opus 4.6 (thinking)Anthropic1,504+/-446,410AnthropicProprietary
AnthropicOpus 4.7 (thinking)Anthropic1,502+/-532,629AnthropicProprietary
4AnthropicClaude Opus 4.6Anthropic1,499+/-449,596AnthropicProprietary
5AnthropicOpus 4.7Anthropic1,493+/-533,793AnthropicProprietary
6Muse SparkFacebook AI研究实验室1,487+/-613,607Facebook AI研究实验室Proprietary
7Google Deep MindGemini 3.1 Pro PreviewGoogle Deep Mind1,486+/-460,640Google Deep MindProprietary
8Google Deep MindGemini 3.0 Pro (Preview 11-2025)Google Deep Mind1,486+/-441,314Google Deep MindProprietary
9AnthropicClaude Opus 4.8 (thinking)Anthropic1,483+/-612,963AnthropicProprietary
10OpenAIGPT-5.5 (high)OpenAI1,481+/-528,268OpenAIProprietary
11OpenAIGPT-5.4 (high)OpenAI1,478+/-440,959OpenAIProprietary
12AnthropicClaude Opus 4.8Anthropic1,478+/-613,316AnthropicProprietary
13Google Deep MindGemini 3.5 FlashGoogle Deep Mind1,476+/-710,171Google Deep MindProprietary
14OpenAIGPT-5.2OpenAI1,475+/-434,555OpenAIProprietary
15GLM 5.1智谱AI1,475+/-616,101智谱AIMIT
16OpenAIGPT-5.5OpenAI1,475+/-529,071OpenAIProprietary
17Qwen3.7-Max-Preview阿里巴巴1,475+/-103,740阿里巴巴Proprietary
18xAIgrok-4.20-beta-0309-reasoningxAI1,474+/-442,370xAIProprietary
19xAIGrok 4.20 BetaxAI1,474+/-526,964xAIProprietary
20Google Deep MindGemini 3.0 FlashGoogle Deep Mind1,473+/-430,711Google Deep MindProprietary
21AnthropicClaude Opus 4 (thinking-32k)Anthropic1,473+/-437,087AnthropicProprietary
22OpenAIGPT-5.5 InstantOpenAI1,473+/-526,254OpenAIProprietary
23xAIgrok-4.20-multi-agent-beta-0309xAI1,472+/-441,384xAIProprietary
24AnthropicClaude Sonnet 4.6Anthropic1,472+/-439,561AnthropicProprietary
25GLM-5.2 (max)智谱AI1,471+/-103,357智谱AIMIT
26AnthropicClaude Opus 4Anthropic1,469+/-371,167AnthropicProprietary
27OpenAIGPT-5.4OpenAI1,468+/-443,382OpenAIProprietary
28ERNIE-5.1-Preview百度1,468+/-525,064百度Proprietary
29mimo-v2.5-proXiaomi1,466+/-526,563XiaomiMIT
30xAIGrok 4.1 ThinkingxAI1,466+/-365,623xAIProprietary
31Qwen3.5 Max Preview阿里巴巴1,465+/-521,564阿里巴巴Proprietary
32Qwen3.6-Max-Preview阿里巴巴1,461+/-85,216阿里巴巴Proprietary
33Google Deep MindGemini 3.0 Flash (minimal)Google Deep Mind1,460+/-366,402Google Deep MindProprietary
34Moonshot AIKimi K2.6Moonshot AI1,460+/-525,456Moonshot AIModified MIT
35xAIGrok 4.1xAI1,460+/-367,759xAIProprietary
36DeepSeek-AIDeepSeek-V4-Pro (thinking)DeepSeek-AI1,458+/-526,928DeepSeek-AIMIT
37GLM-5智谱AI1,457+/-523,246智谱AIMIT
38DeepSeek-AIDeepSeek-V4-ProDeepSeek-AI1,456+/-528,720DeepSeek-AIMIT
39AnthropicClaude Sonnet 4.5 (thinking-32k)Anthropic1,455+/-382,494AnthropicProprietary
40AnthropicClaude Sonnet 4.5Anthropic1,455+/-380,950AnthropicProprietary
41DOLA Seed 2.0 Pro字节跳动Seed团队1,455+/-450,401字节跳动Seed团队Proprietary
42OpenAIGPT-5.1 Pro (high)OpenAI1,455+/-440,820OpenAIProprietary
43DeepMindGemma 4 31BDeepMind1,451+/-85,884DeepMindApache 2.0
44Moonshot AIKimi K2 ThinkingMoonshot AI1,450+/-447,780Moonshot AIModified MIT
45ERNIE 5.0百度1,449+/-79,748百度Proprietary
46AnthropicOpus 4.1 (thinking-16k)Anthropic1,449+/-349,802AnthropicProprietary
47OpenAIGPT-5.3OpenAI1,449+/-433,125OpenAIProprietary
48mimo-v2-proXiaomi1,448+/-524,606XiaomiProprietary
49MiniMaxminimax-m3MiniMax1,448+/-711,264MiniMaxProprietary
50OpenAIGPT-5.4 mini (high)OpenAI1,448+/-439,525OpenAIProprietary
51AnthropicOpus 4.1Anthropic1,447+/-377,333AnthropicProprietary
52ERNIE 5.0百度1,447+/-435,299百度Proprietary
53Google Deep MindGemini 2.5 Pro Experimental 03-25Google Deep Mind1,446+/-3124,588Google Deep MindProprietary
54OpenAIGPT-4.5OpenAI1,445+/-614,547OpenAIProprietary
55Qwen 3.6 Plus Preview阿里巴巴1,444+/-528,997阿里巴巴Proprietary
56xAIGrok 4.3 BetaxAI1,444+/-528,229xAIProprietary
57Qwen3.5-397B-A17B阿里巴巴1,444+/-443,048阿里巴巴Apache 2.0
58OpenAIGPT-4o(2025-03-27)OpenAI1,443+/-382,447OpenAIProprietary
59GLM-4.7智谱AI1,443+/-612,121智谱AIMIT
60OpenAIGPT-5.1 InstantOpenAI1,439+/-443,457OpenAIProprietary
61DeepMindGemma 4 26B A4BDeepMind1,438+/-85,813DeepMindApache 2.0
62OpenAIGPT-5.2 Pro (high)OpenAI1,438+/-448,063OpenAIProprietary
63DeepSeek-AIDeepSeek-V4-Flash (thinking)DeepSeek-AI1,436+/-528,215DeepSeek-AIMIT
64Meituanlongcat-flash-chat-2602-expMeituan1,436+/-528,187MeituanProprietary
65Qwen3 Max (Preview)阿里巴巴1,435+/-527,716阿里巴巴Proprietary
66OpenAIGPT-5.2OpenAI1,435+/-359,625OpenAIProprietary
67DeepSeek-AIDeepSeek-V4-FlashDeepSeek-AI1,434+/-528,291DeepSeek-AIMIT
68OpenAIGPT-5-Pro (high)OpenAI1,434+/-531,928OpenAIProprietary
69mimo-v2.5Xiaomi1,433+/-527,111XiaomiMIT
70Googlegemini-3.1-flash-lite-previewGoogle1,432+/-448,525GoogleProprietary
71mimo-v2-omniXiaomi1,432+/-612,528XiaomiProprietary
72Moonshot AIKimi K2.5 InstantMoonshot AI1,431+/-78,177Moonshot AIModified MIT
73OpenAIOpenAI o3OpenAI1,431+/-459,744OpenAIProprietary
74xAIGrok 4.1 Fast (fast-reasoning)xAI1,431+/-356,873xAIProprietary
75Moonshot AIKimi K2 Thinking (thinking-turbo)Moonshot AI1,430+/-362,098Moonshot AIModified MIT
76Amazonamazon-nova-experimental-chat-26-02-10Amazon1,427+/-103,417AmazonProprietary
77OpenAIGPT-5OpenAI1,427+/-431,569OpenAIProprietary
78Mistralmistral-medium-3.5Mistral1,426+/-710,739MistralModified MIT
79GLM-4.6智谱AI1,425+/-435,640智谱AIMIT
80DeepSeek-AIDeepSeek V3.2DeepSeek-AI1,425+/-447,303DeepSeek-AIMIT
81DeepSeek-AIDeepSeek V3.2-Exp (thinking)DeepSeek-AI1,425+/-79,069DeepSeek-AIMIT
82AnthropicClaude Opus 4 (thinking-16k)Anthropic1,424+/-436,887AnthropicProprietary
83Alibabaqwen3-max-2025-09-23Alibaba1,424+/-69,151AlibabaProprietary
84Qwen3-235B-A22B-2507阿里巴巴1,423+/-397,241阿里巴巴Apache 2.0
85DeepSeek-AIDeepSeek V3.2-ExpDeepSeek-AI1,423+/-611,922DeepSeek-AIMIT
86DeepSeek-AIDeepSeek V3.2 (thinking)DeepSeek-AI1,423+/-441,085DeepSeek-AIMIT
87DeepSeek-AIDeepSeek-R1-0528DeepSeek-AI1,422+/-618,463DeepSeek-AIMIT
88xAIGrok 4 FastxAI1,421+/-86,809xAIProprietary
89ERNIE 5.0百度1,419+/-94,705百度Proprietary
90Moonshot AIKimi K2 0905Moonshot AI1,418+/-711,780Moonshot AIModified MIT
91DeepSeek-AIDeepSeek-V3.1 Terminus (thinking)DeepSeek-AI1,418+/-103,462DeepSeek-AIMIT
92Moonshot AIKimi K2Moonshot AI1,417+/-527,637Moonshot AIModified MIT
93DeepSeek-AIDeepSeek-V3.1DeepSeek-AI1,417+/-614,958DeepSeek-AIMIT
94Qwen3.5-122B-A10B阿里巴巴1,417+/-428,575阿里巴巴Apache 2.0
95DeepSeek-AIDeepSeek-V3.1 (thinking)DeepSeek-AI1,417+/-711,737DeepSeek-AIMIT
96MiniMaxAIMiniMax-M2.7MiniMaxAI1,417+/-434,620MiniMaxAIModified MIT
97Nvidianvidia-nemotron-3-ultra-550b-a55b-nvfp4Nvidia1,416+/-86,153NvidiaOpenMDW-1.1
98DeepSeek-AIDeepSeek-V3.1 TerminusDeepSeek-AI1,416+/-103,702DeepSeek-AIMIT
99Amazonamazon-nova-experimental-chat-26-01-10Amazon1,416+/-103,406AmazonProprietary
100MistralAIMistral Large 3MistralAI1,416+/-444,094MistralAIApache 2.0
101Qwen3-VL-235B-A22B-Instruct阿里巴巴1,415+/-611,512阿里巴巴Apache 2.0
102OpenAIGPT-4.1OpenAI1,414+/-450,981OpenAIProprietary
103Tencenthunyuan-hy3-previewTencent1,413+/-86,678Tencenttencent-hunyuan-community
104AnthropicClaude Opus 4Anthropic1,412+/-444,208AnthropicProprietary
105xAIGrok 3xAI1,412+/-432,905xAIProprietary
106AnthropicHaiku 4.5Anthropic1,411+/-391,153AnthropicProprietary
107GLM-4.5智谱AI1,411+/-524,310智谱AIMIT
108Google Deep MindGemini 2.5 FlashGoogle Deep Mind1,410+/-2124,544Google Deep MindProprietary
109xAIGrok 4xAI1,410+/-441,385xAIProprietary
110MistralAIMagistral-Medium-2506MistralAI1,410+/-394,036MistralAIProprietary
111Qwen3.5-27B阿里巴巴1,409+/-427,421阿里巴巴Apache 2.0
112Google Deep MindGemini 2.5 Flash-Preview-09-2025Google Deep Mind1,404+/-432,910Google Deep MindProprietary
113xAIGrok 4 Fast (fast-reasoning)xAI1,404+/-518,710xAIProprietary
114Alibabaqwen3-235b-a22b-no-thinkingAlibaba1,403+/-538,208AlibabaApache 2.0
115OpenAIGPT-5.4 nano (high)OpenAI1,403+/-438,610OpenAIProprietary
116OpenAIOpenAI o1OpenAI1,402+/-427,807OpenAIProprietary
117Qwen3-Next阿里巴巴1,402+/-522,873阿里巴巴Apache 2.0
118Meituanlongcat-flash-chatMeituan1,401+/-611,401MeituanMIT
119Alibabaqwen3-235b-a22b-thinking-2507Alibaba1,399+/-78,994AlibabaApache 2.0
120AnthropicClaude Sonnet 4 (thinking-32k)Anthropic1,399+/-435,108AnthropicProprietary
121DeepSeek-AIDeepSeek-R1DeepSeek-AI1,398+/-518,524DeepSeek-AIMIT
122StepFunAIStep 3.5 FlashStepFunAI1,397+/-440,958StepFunAIProprietary
123Tencenthunyuan-vision-1.5-thinkingTencent1,396+/-122,216TencentProprietary
124Qwen3.5-35B-A3B阿里巴巴1,396+/-429,248阿里巴巴Apache 2.0
125Qwen3-VL-235B-A22B-Instruct (thinking)阿里巴巴1,396+/-77,944阿里巴巴Apache 2.0
126DeepSeek-AIDeepSeek-V3-0324DeepSeek-AI1,396+/-445,505DeepSeek-AIMIT
127StepFunAIStep 3.5 FlashStepFunAI1,395+/-444,826StepFunAIApache 2.0
128Amazonamazon-nova-experimental-chat-12-10Amazon1,395+/-103,680AmazonProprietary
129mimo-v2-flash (non-thinking)Xiaomi1,393+/-446,705XiaomiMIT
130MiniMaxAIMiniMax M2.5MiniMaxAI1,391+/-441,271MiniMaxAIModified MIT
131OpenAIGPT-5-mini (high)OpenAI1,390+/-527,021OpenAIProprietary
132OpenAIOpenAI o4 - miniOpenAI1,390+/-445,439OpenAIProprietary
133AnthropicClaude Sonnet 4Anthropic1,389+/-440,298AnthropicProprietary
134OpenAIOpenAI o1OpenAI1,388+/-531,122OpenAIProprietary
135Qwen3-Coder-480B-A35B阿里巴巴1,388+/-525,729阿里巴巴Apache 2.0
136AnthropicClaude Sonnet 3.7 (thinking-32k)Anthropic1,387+/-438,819AnthropicProprietary
137Hunyuan-T1腾讯AI实验室1,387+/-94,704腾讯AI实验室Proprietary
138mimo-v2-flash (thinking)Xiaomi1,387+/-610,956XiaomiMIT
139Mistralmistral-medium-2505Mistral1,387+/-533,224MistralProprietary
140MiniMaxAIM2.1MiniMaxAI1,384+/-517,128MiniMaxAIMIT
141Qwen3-30B-A3B-2507阿里巴巴1,383+/-523,728阿里巴巴Apache 2.0
142OpenAIGPT-4.1 miniOpenAI1,383+/-439,329OpenAIProprietary
143Tencenthunyuan-turbos-20250416Tencent1,382+/-610,722TencentProprietary
144Google Deep MindGemini 2.5 Flash-Lite-Preview-09-2025 (no-thinking)Google Deep Mind1,380+/-347,228Google Deep MindProprietary
145trinity-large-previewArcee AI1,379+/-430,145Arcee AIApache 2.0
146GLM-4.6V智谱AI1,377+/-112,805智谱AIMIT
147Qwen3-235B-A22B阿里巴巴1,375+/-526,267阿里巴巴Apache 2.0
148Google Deep MindGemini 2.5 Flash-Lite (thinking)Google Deep Mind1,374+/-532,899Google Deep MindProprietary
149Qwen2.5-Max阿里巴巴1,374+/-432,619阿里巴巴Proprietary
150GLM-4.5-Air智谱AI1,373+/-431,077智谱AIMIT
151AnthropicClaude 3.5 SonnetAnthropic1,373+/-388,337AnthropicProprietary
152AnthropicClaude Sonnet 3.7Anthropic1,371+/-443,185AnthropicProprietary
153Qwen3-Next (thinking)阿里巴巴1,370+/-613,693阿里巴巴Apache 2.0
154trinity-large-thinkingArcee AI1,369+/-529,305Arcee AIApache 2.0
155GLM-4.7-Flash智谱AI1,368+/-611,731智谱AIMIT
156Amazonamazon-nova-experimental-chat-11-10Amazon1,367+/-425,383AmazonProprietary
157Google Deep MindGemma 3 - 27B (IT)Google Deep Mind1,366+/-447,529Google Deep MindGemma
158MiniMaxminimax-m1MiniMax1,364+/-435,208MiniMaxApache 2.0
159OpenAIOpenAI o3-mini (high)OpenAI1,363+/-518,589OpenAIProprietary
160OpenAIOpenAI o3-mini (high)OpenAI1,362+/-516,962OpenAIProprietary
161Nvidianvidia-nemotron-3-super-120b-a12bNvidia1,362+/-77,544NvidiaNVIDIA Open Model
162DeepMindGemini 2.0 Flash ExperimentalDeepMind1,360+/-443,748DeepMindProprietary
163DeepSeek-AIDeepSeek-V3DeepSeek-AI1,358+/-521,770DeepSeek-AIDeepSeek
164MistralAIMistral-Small-3.2MistralAI1,358+/-517,708MistralAIApache 2.0
165xAIgrok-3-mini-betaxAI1,357+/-522,715xAIProprietary
166intellect-3Prime Intellect1,357+/-85,331Prime IntellectMIT
167CohereAIC4AI Command A (202503)CohereAI1,354+/-356,266CohereAICC-BY-NC-4.0
168DeepMindGemini 2.0 Flash-LiteDeepMind1,353+/-424,955DeepMindProprietary
169GLM-4.5V智谱AI1,353+/-84,959智谱AIMIT
170OpenAIGPT OSS 120BOpenAI1,353+/-430,635OpenAIApache 2.0
171Google Deep MindGemini 1.5 ProGoogle Deep Mind1,351+/-355,606Google Deep MindProprietary
172Amazonamazon-nova-experimental-chat-10-20Amazon1,350+/-611,470AmazonProprietary
173Tencenthunyuan-turbos-20250226Tencent1,349+/-122,220TencentProprietary
174StepFunAIStep3StepFunAI1,348+/-76,541StepFunAIApache 2.0
175Amazonamazon-nova-experimental-chat-10-09Amazon1,348+/-112,838AmazonProprietary
176OpenAIOpenAI o3-miniOpenAI1,348+/-457,336OpenAIProprietary
177Nvidiallama-3.1-nemotron-ultra-253b-v1Nvidia1,347+/-122,549NvidiaNvidia Open Model
178Qwen3-32B阿里巴巴1,347+/-93,926阿里巴巴Apache 2.0
179mercury-2Inception AI1,346+/-113,124Inception AIProprietary
180Alibabaqwen-plus-0125Alibaba1,346+/-85,819AlibabaProprietary
181ling-flash-2.0InclusionAI1,346+/-77,006InclusionAIMIT
182MiniMaxAIMiniMax M2MiniMaxAI1,346+/-86,868MiniMaxAIApache 2.0
183OpenAIGPT-4oOpenAI1,346+/-3112,881OpenAIProprietary
184Nvidianvidia-llama-3.3-nemotron-super-49b-v1.5Nvidia1,343+/-103,345NvidiaNvidia Open
185glm-4-plus-0111Zhipu1,343+/-85,760ZhipuProprietary
186AnthropicClaude 3.5 SonnetAnthropic1,342+/-382,419AnthropicProprietary
187Google Deep MindGemma 3 - 12B (IT)Google Deep Mind1,342+/-103,829Google Deep MindGemma
188Tencenthunyuan-turbo-0110Tencent1,341+/-122,290TencentProprietary
189Nova 2 Lite亚马逊1,337+/-612,233亚马逊Proprietary
190OpenAIGPT-5-Nano (high)OpenAI1,337+/-78,266OpenAIProprietary
191OpenAIOpenAI o1-miniOpenAI1,337+/-451,981OpenAIProprietary
192QwQ-32B阿里巴巴1,336+/-425,393阿里巴巴Apache 2.0
193xAIGrok 2xAI1,336+/-463,498xAIProprietary
194Googlegemini-advanced-0514Google1,335+/-550,148GoogleProprietary
195OpenAIGPT-4oOpenAI1,335+/-445,499OpenAIProprietary
196Metallama-3.1-405b-instruct-bf16Meta1,335+/-441,375MetaLlama 3.1 Community
197StepFunstep-2-16k-exp-202412StepFun1,334+/-94,833StepFunProprietary
198Metallama-3.1-405b-instruct-fp8Meta1,333+/-459,656MetaLlama 3.1 Community
199olmo-3.1-32b-instructAi21,330+/-612,220Ai2Apache 2.0
200yi-lightning01 AI1,328+/-527,33201 AIProprietary
201Nvidiallama-3.3-nemotron-49b-super-v1Nvidia1,328+/-122,218NvidiaNvidia
202molmo-2-8bAi21,327+/-21804Ai2Apache 2.0
203Qwen3-30B-A3B阿里巴巴1,327+/-526,486阿里巴巴Apache 2.0
204Llama 4 Maverick InstructFacebook AI研究实验室1,327+/-439,982Facebook AI研究实验室Llama 4
205Tencenthunyuan-large-2025-02-10Tencent1,326+/-103,738TencentProprietary
206OpenAIgpt-4-turbo-2024-04-09OpenAI1,324+/-498,114OpenAIProprietary
207AnthropicClaude 3.5 HaikuAnthropic1,324+/-369,979AnthropicProprietary
208Google Deep MindGemini 1.5 ProGoogle Deep Mind1,323+/-479,138Google Deep MindProprietary
209DeepSeekdeepseek-v2.5-1210DeepSeek1,323+/-86,795DeepSeekDeepSeek
210Llama 4 Scout InstructFacebook AI研究实验室1,323+/-530,286Facebook AI研究实验室Llama
211OpenAIGPT-4.1 nanoOpenAI1,322+/-86,103OpenAIProprietary
212AnthropicClaude3-OpusAnthropic1,321+/-3194,909AnthropicProprietary
213ring-flash-2.0InclusionAI1,321+/-77,148InclusionAIMIT
214StepFunstep-1o-turbo-202506StepFun1,320+/-79,041StepFunProprietary
215glm-4-plusZhipu AI1,319+/-526,126Zhipu AIProprietary
216Google Deep MindGemma-3n-E4BGoogle Deep Mind1,318+/-522,594Google Deep MindGemma
217Llama3.3-70B-InstructFacebook AI研究实验室1,318+/-354,734Facebook AI研究实验室Llama-3.3
218Alibabaqwen-max-0919Alibaba1,318+/-616,478AlibabaQwen
219OpenAIGPT-4o miniOpenAI1,318+/-468,709OpenAIProprietary
220OpenAIGPT OSS 20BOpenAI1,318+/-610,627OpenAIApache 2.0
221Nvidianvidia-nemotron-3-nano-30b-a3b-bf16Nvidia1,316+/-615,506NvidiaNVIDIA Open Model
222Alibabaqwen2.5-plus-1127Alibaba1,315+/-610,187AlibabaProprietary
223athene-v2-chatNexusFlow1,314+/-524,739NexusFlowNexusFlow
224Mistralmistral-large-2407Mistral1,314+/-445,459MistralMistral Research
225OpenAIGPT-4OpenAI1,313+/-493,439OpenAIProprietary
226OpenAIGPT-4OpenAI1,312+/-4100,105OpenAIProprietary
227Tencenthunyuan-standard-2025-02-10Tencent1,311+/-103,904TencentProprietary
228Googlegemini-1.5-flash-002Google1,309+/-434,902GoogleProprietary
229xAIgrok-2-mini-2024-08-13xAI1,308+/-452,567xAIProprietary
230DeepSeek-AIDeepSeek V2.5DeepSeek-AI1,307+/-524,572DeepSeek-AIDeepSeek
231granite-4.1-8bIBM1,307+/-104,065IBMApache 2.0
232athene-70b-0725NexusFlow1,306+/-619,621NexusFlowCC-BY-NC-4.0
233mercuryInception AI1,306+/-141,953Inception AIProprietary
234olmo-3-32b-thinkAi21,305+/-85,946Ai2Apache 2.0
235Mistralmistral-large-2411Mistral1,305+/-428,073MistralMRL
236MistralAIMagistral-Medium-2506MistralAI1,304+/-611,638MistralAIProprietary
237MistralAIMistral-Small-3.1-24B-Instruct-2503MistralAI1,303+/-533,216MistralAIApache 2.0
238Google Deep MindGemma 3 - 4B (IT)Google Deep Mind1,303+/-94,171Google Deep MindGemma
239Qwen2.5-VL-72B-Instruct阿里巴巴1,303+/-439,406阿里巴巴Qwen
240Llama3.1-70B-InstructFacebook AI研究实验室1,299+/-87,140Facebook AI研究实验室Llama 3.1
241Tencenthunyuan-large-visionTencent1,294+/-95,372TencentProprietary
242Llama3.1-70B-InstructFacebook AI研究实验室1,293+/-455,240Facebook AI研究实验室Llama 3.1 Community
243Amazonamazon-nova-pro-v1.0Amazon1,290+/-524,745AmazonProprietary
244jamba-1.5-largeAI21 Labs1,289+/-78,662AI21 LabsJamba Open
245Googlegemma-2-27b-itGoogle1,289+/-375,754GoogleGemma license
246reka-core-20240904Reka AI1,288+/-77,312Reka AIProprietary
247ibm-granite-h-smallIBM1,287+/-85,684IBMApache 2.0
248OpenAIGPT-4OpenAI1,287+/-554,173OpenAIProprietary
249Googlegemini-1.5-flash-001Google1,286+/-462,833GoogleProprietary
250llama-3.1-tulu-3-70bAi21,286+/-102,846Ai2Llama 3.1
251Nvidiallama-3.1-nemotron-51b-instructNvidia1,286+/-103,749NvidiaLlama 3.1
252olmo-3.1-32b-thinkAi21,285+/-78,501Ai2Apache 2.0
253AnthropicClaude3-SonnetAnthropic1,280+/-4109,284AnthropicProprietary
254gemma-2-9b-it-simpoPrinceton1,280+/-710,072PrincetonMIT
255Nvidianemotron-4-340b-instructNvidia1,276+/-519,659NvidiaNVIDIA Open Model
256Llama3-70B-InstructFacebook AI研究实验室1,276+/-4156,876Facebook AI研究实验室Llama 3 Community
257Coherecommand-r-plus-08-2024Cohere1,276+/-79,866CohereCC-BY-NC-4.0
258OpenAIGPT-4OpenAI1,275+/-488,723OpenAIProprietary
259MistralAIMistral Small 24B Instruct 2501MistralAI1,274+/-614,681MistralAIApache 2.0
260GLM4智谱AI1,273+/-79,788智谱AIProprietary
261reka-flash-20240904Reka AI1,272+/-77,536Reka AIProprietary
262Qwen2.5-Coder-32B-Instruct阿里巴巴1,270+/-85,432阿里巴巴Apache 2.0
263CohereAIC4AI Aya Vision 32BCohereAI1,267+/-527,124CohereAICC-BY-NC-4.0
264Googlegemma-2-9b-itGoogle1,266+/-454,611GoogleGemma license
265DeepSeekdeepseek-coder-v2DeepSeek1,264+/-615,147DeepSeekDeepSeek License
266Qwen2-72B-Instruct阿里巴巴1,261+/-537,325阿里巴巴Qianwen LICENSE
267CohereAIC4AI Command R+CohereAI1,261+/-477,554CohereAICC-BY-NC-4.0
268AnthropicClaude3-HaikuAnthropic1,261+/-4117,701AnthropicProprietary
269Amazonamazon-nova-lite-v1.0Amazon1,260+/-519,372AmazonProprietary
270Googlegemini-1.5-flash-8b-001Google1,259+/-435,558GoogleProprietary
271Microsoft AzurePhi 4 - 14BMicrosoft Azure1,256+/-524,126Microsoft AzureMIT
272olmo-2-0325-32b-instructAi21,251+/-113,334Ai2Apache-2.0
273Coherecommand-r-08-2024Cohere1,250+/-710,140CohereCC-BY-NC-4.0
274Mistralmistral-large-2402Mistral1,242+/-562,436MistralProprietary
275Amazonamazon-nova-micro-v1.0Amazon1,241+/-519,364AmazonProprietary
276jamba-1.5-miniAI21 Labs1,239+/-78,858AI21 LabsJamba Open
277Mistralministral-8b-2410Mistral1,237+/-94,781MistralMRL
278Googlegemini-pro-dev-apiGoogle1,235+/-718,354GoogleProprietary
279Qwen1.5-110B-Chat阿里巴巴1,233+/-626,195阿里巴巴Qianwen LICENSE
280Tencenthunyuan-standard-256kTencent1,233+/-122,728TencentProprietary
281reka-flash-21b-20240226-onlineReka AI1,233+/-715,450Reka AIProprietary
282Qwen1.5-72B-Chat阿里巴巴1,233+/-539,302阿里巴巴Qianwen LICENSE
283MistralAIMixtral-8x22B-Instruct-v0.1MistralAI1,229+/-551,416MistralAIApache 2.0
284Coherecommand-rCohere1,226+/-554,036CohereCC-BY-NC-4.0
285reka-flash-21b-20240226Reka AI1,226+/-624,806Reka AIProprietary
286OpenAIgpt-3.5-turbo-0125OpenAI1,224+/-566,207OpenAIProprietary
287Llama3-8B-InstructFacebook AI研究实验室1,223+/-4104,642Facebook AI研究实验室Llama 3 Community
288CohereAIC4AI Aya Vision 8BCohereAI1,223+/-79,818CohereAICC-BY-NC-4.0
289DeepMindGemini-proDeepMind1,222+/-126,390DeepMindProprietary
290Mistralmistral-mediumMistral1,222+/-634,550MistralProprietary
291llama-3.1-tulu-3-8bAi21,220+/-112,896Ai2Llama 3.1
292Yi-1.5-34B零一万物1,212+/-524,146零一万物Apache-2.0
293zephyr-orpo-141b-A35b-v0.1HuggingFace1,212+/-114,652HuggingFaceApache 2.0
294Llama3.1-8B-InstructFacebook AI研究实验室1,211+/-449,605Facebook AI研究实验室Llama 3.1 Community
295Llama3.1-8B-InstructFacebook AI研究实验室1,208+/-113,090Facebook AI研究实验室Apache 2.0
296Alibabaqwen1.5-32b-chatAlibaba1,203+/-621,741AlibabaQianwen LICENSE
297OpenAIgpt-3.5-turbo-1106OpenAI1,202+/-916,619OpenAIProprietary
298Googlegemma-2-2b-itGoogle1,200+/-446,616GoogleGemma license
299Microsoft AzurePhi-3-medium 14B-previewMicrosoft Azure1,197+/-525,055Microsoft AzureMIT
300Mistralmixtral-8x7b-instruct-v0.1Mistral1,196+/-473,503MistralApache 2.0
301DBRX Instructdatabricks1,194+/-632,191databricksDBRX LICENSE
302InternLM2-Base-20B上海人工智能实验室1,191+/-79,901上海人工智能实验室Other
303Qwen1.5-14B-Chat阿里巴巴1,190+/-717,839阿里巴巴Qianwen LICENSE
304WizardLM-70B-V1.0WizardLM Team1,184+/-98,214WizardLM TeamLlama 2 Community
305DeepSeek-AIDeepSeek LLM 67B ChatDeepSeek-AI1,184+/-114,932DeepSeek-AIDeepSeek License
306Yi-34B零一万物1,183+/-715,483零一万物Yi License
307granite-3.0-8b-instructIBM1,182+/-96,638IBMApache 2.0
308openchat-3.5OpenChat1,182+/-107,968OpenChatApache-2.0
309openchat-3.5-0106OpenChat1,182+/-812,637OpenChatApache-2.0
310Google ResearchGemma 1.1-7B-ITGoogle Research1,181+/-623,893Google ResearchGemma license
311snowflake-arctic-instructSnowflake1,179+/-632,832SnowflakeApache 2.0
312granite-3.1-2b-instructIBM1,178+/-113,188IBMApache 2.0
313tulu-2-dpo-70bAllenAI/UW1,177+/-106,535AllenAI/UWAI2 ImpACT Low-risk
314openhermes-2.5-mistral-7bNousResearch1,175+/-105,006NousResearchApache-2.0
315Vicuna 33BLM-SYS1,172+/-622,479LM-SYSNon-commercial
316starling-lm-7b-betaNexusflow1,171+/-716,056NexusflowApache-2.0
317Microsoft AzurePhi-3-small 7BMicrosoft Azure1,170+/-617,766Microsoft AzureMIT
318Metallama-2-70b-chatMeta1,170+/-638,492MetaLlama 2 Community
319starling-lm-7b-alphaUC Berkeley1,167+/-810,224UC BerkeleyCC-BY-NC-4.0
320Metallama-3.2-3b-instructMeta1,166+/-87,936MetaLlama 3.2
321nous-hermes-2-mixtral-8x7b-dpoNousResearch1,164+/-123,777NousResearchApache-2.0
322Qwen3-VL-2B阿里巴巴1,156+/-86,837阿里巴巴Apache 2.0
323QwQ-32B-Preview阿里巴巴1,155+/-113,231阿里巴巴Apache 2.0
324Nvidiallama2-70b-steerlm-chatNvidia1,154+/-133,585NvidiaLlama 2 Community
325solar-10.7b-instruct-v1.0Upstage AI1,151+/-134,155Upstage AICC-BY-NC-4.0
326dolphin-2.2.1-mistral-7bCognitive Computations1,151+/-151,679Cognitive ComputationsApache-2.0
327MPT-30B-ChatMosaicML1,150+/-122,572MosaicMLCC-BY-NC-SA-4.0
328MistralAIMistral-7B-Instruct-v0.2MistralAI1,149+/-719,402MistralAIApache-2.0
329Microsoftwizardlm-13bMicrosoft1,148+/-97,044MicrosoftLlama 2 Community
330falcon-180b-chatTII1,147+/-171,295TIIFalcon-180B TII License
331Qwen1.5-7B-Chat阿里巴巴1,143+/-104,737阿里巴巴Qianwen LICENSE
332Microsoft AzurePhi-3-mini 3.8BMicrosoft Azure1,142+/-612,297Microsoft AzureMIT
333Baichuan2-13B-Chat百川智能1,141+/-719,174百川智能Llama 2 Community
334Vicuna 13BLM-SYS1,140+/-719,367LM-SYSLlama 2 Community
335Qwen-14B-Chat阿里巴巴1,138+/-114,964阿里巴巴Qianwen LICENSE
336Google ResearchPaLM 2Google Research1,137+/-98,554Google ResearchProprietary
337Google ResearchGemma 7B - ItGoogle Research1,137+/-98,925Google ResearchGemma license
338CodeLLaMA-34BFacebook AI研究实验室1,136+/-97,366Facebook AI研究实验室Llama 2 Community
339zephyr-7b-betaHuggingFace1,130+/-911,118HuggingFaceMIT
340Microsoft AzurePhi-3-mini 3.8BMicrosoft Azure1,129+/-720,685Microsoft AzureMIT
341Microsoft AzurePhi-3-mini 3.8BMicrosoft Azure1,127+/-620,118Microsoft AzureMIT
342guanaco-33bUW1,126+/-122,921UWNon-commercial
343zephyr-7b-alphaHuggingFace1,126+/-161,785HuggingFaceMIT
344stripedhyena-nous-7bTogether AI1,120+/-115,182Together AIApache 2.0
345CodeLlama-70B-InstructFacebook AI研究实验室1,118+/-181,143Facebook AI研究实验室Llama 2 Community
346Google ResearchGemma 1.1-2B-ITGoogle Research1,115+/-810,854Google ResearchGemma license
347Vicuna 7BLM-SYS1,114+/-96,923LM-SYSLlama 2 Community
348smollm2-1.7b-instructHuggingFace1,114+/-142,199HuggingFaceApache 2.0
349Metallama-3.2-1b-instructMeta1,110+/-88,045MetaLlama 3.2
350MistralAIMistral 7B InstructMistralAI1,109+/-98,977MistralAIApache 2.0
351Baichuan2-7B-Chat百川智能1,107+/-714,148百川智能Llama 2 Community
352Google ResearchGemma 2B - ItGoogle Research1,092+/-114,780Google ResearchGemma license
353Qwen1.5-4B-Chat阿里巴巴1,090+/-97,597阿里巴巴Qianwen LICENSE
354olmo-7b-instructAi21,073+/-116,328Ai2Apache-2.0
355Koala达摩院1,070+/-106,965达摩院Non-commercial
356alpaca-13bStanford1,068+/-115,745StanfordNon-commercial
357GPT4All 13BNomic AI1,066+/-151,743Nomic AINon-commercial
358MPT-7B-ChatMosaicML1,062+/-123,924MosaicMLCC-BY-NC-SA-4.0
359ChatGLM3-6B智谱AI1,055+/-124,658智谱AIApache-2.0
360RWKV-4-Raven-14BRWKV1,041+/-114,845RWKVApache 2.0
361ChatGLM2-6B智谱AI1,024+/-142,658智谱AIApache-2.0
362oasst-pythia-12bOpenAssistant1,022+/-116,310OpenAssistantApache 2.0
363ChatGLM-6B智谱AI995+/-134,914智谱AINon-commercial
364fastchat-t5-3bLMSYS991+/-124,203LMSYSApache 2.0
365dolly-v2-12bDatabricks980+/-143,412DatabricksMIT
366LLaMA 13BFacebook AI研究实验室973+/-162,391Facebook AI研究实验室Non-commercial
367stablelm-tuned-alpha-7bStability AI952+/-133,287Stability AICC-BY-NC-SA-4.0

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