DataLearner 标志

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

398

数据版本

2026年09月01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 5Anthropic1,507+/-526,977AnthropicProprietary
AnthropicClaude Opus 4.6 (high)Anthropic1,505+/-472,110AnthropicProprietary
AnthropicOpus 4.7 (high)Anthropic1,502+/-460,123AnthropicProprietary
4Facebook AI研究实验室Muse Spark 1.2 (xhigh)Facebook AI研究实验室1,499+/-103,244Facebook AI研究实验室Proprietary
5AnthropicClaude Opus 4.6Anthropic1,498+/-376,032AnthropicProprietary
6AnthropicOpus 4.7Anthropic1,494+/-461,256AnthropicProprietary
7AnthropicClaude Opus 5 (high)Anthropic1,492+/-534,617AnthropicProprietary
8Facebook AI研究实验室Muse Spark 1.1Facebook AI研究实验室1,492+/-523,768Facebook AI研究实验室Proprietary
9Googlegemini-3.7-flash-highGoogle1,491+/-85,685GoogleProprietary
10Moonshot AIKimi K3 (max)Moonshot AI1,489+/-517,895Moonshot AIKimi K3 license
11Facebook AI研究实验室Muse SparkFacebook AI研究实验室1,488+/-613,571Facebook AI研究实验室Proprietary
12AnthropicClaude Opus 5 (max)Anthropic1,488+/-616,839AnthropicProprietary
13Google Deep MindGemini 3.1 Pro PreviewGoogle Deep Mind1,487+/-3102,763Google Deep MindProprietary
14Google Deep MindGemini 3 ProGoogle Deep Mind1,486+/-440,675Google Deep MindProprietary
15Z.aiglm-5.3-maxZ.ai1,483+/-77,401Z.aiMIT
16OpenAIGPT-5.6 Sol (xhigh)OpenAI1,483+/-523,153OpenAIProprietary
17OpenAIGPT-5.5 (high)OpenAI1,482+/-463,265OpenAIProprietary
18AnthropicClaude Opus 4.8 (high)Anthropic1,482+/-448,467AnthropicProprietary
19Googlegemini-3.6-flash-highGoogle1,480+/-522,009GoogleProprietary
20阿里巴巴Qwen3.8-Max阿里巴巴1,479+/-613,136阿里巴巴Proprietary
21Googlegemini-3.5-flash-highGoogle1,479+/-433,874GoogleProprietary
22OpenAIGPT-5.5OpenAI1,477+/-464,686OpenAIProprietary
23OpenAIGPT-5.4 (high)OpenAI1,476+/-460,657OpenAIProprietary
24OpenAIGPT-5.2 Chat (0210)OpenAI1,476+/-434,218OpenAIProprietary
25xAIGrok 4.20 BetaxAI1,475+/-526,629xAIProprietary
26Googlegemini-3.5-flash-mediumGoogle1,474+/-532,274GoogleProprietary
27Z.aiglm-5.3-flashZ.ai1,474+/-94,399Z.aiMIT
28Google Deep MindGemini 3.0 FlashGoogle Deep Mind1,474+/-430,248Google Deep MindProprietary
29阿里巴巴Qwen3.7-Max-Preview阿里巴巴1,474+/-103,710阿里巴巴Proprietary
30OpenAIGPT-5.5 InstantOpenAI1,474+/-525,860OpenAIProprietary
31AnthropicClaude Opus 4.8Anthropic1,473+/-449,123AnthropicProprietary
32AnthropicOpus 4.5Anthropic1,473+/-436,271AnthropicProprietary
33AnthropicClaude Sonnet 4.6Anthropic1,472+/-466,343AnthropicProprietary
34Z.aiglm-5.2-maxZ.ai1,472+/-533,758Z.aiMIT
35xAIgrok-4.20-beta-0309-reasoningxAI1,472+/-462,269xAIProprietary
36xAIgrok-4.20-multi-agent-beta-0309xAI1,471+/-460,845xAIProprietary
37xAIGrok 4.5xAI1,470+/-525,873xAIProprietary
38AnthropicClaude Opus 4Anthropic1,469+/-370,057AnthropicProprietary
39mimo-v2.5-proXiaomi1,468+/-457,416XiaomiMIT
40百度ERNIE-5.1-Preview百度1,468+/-537,137百度Proprietary
41OpenAIGPT-5.6 Terra (xhigh)OpenAI1,466+/-523,942OpenAIProprietary
42智谱AIGLM 5.1智谱AI1,466+/-445,403智谱AIMIT
43xAIGrok 4.1 ThinkingxAI1,466+/-364,192xAIProprietary
44OpenAIGPT-5.4OpenAI1,466+/-463,615OpenAIProprietary
45阿里巴巴Qwen3.5 Max Preview阿里巴巴1,466+/-521,487阿里巴巴Proprietary
46AnthropicClaude Sonnet 4.5 (high)Anthropic1,462+/-531,096AnthropicProprietary
47SpaceXAIgrok-4.6-highSpaceXAI1,461+/-103,453SpaceXAIProprietary
48Moonshot AIKimi K2.6Moonshot AI1,461+/-537,573Moonshot AIModified MIT
49阿里巴巴Qwen3.6-Max-Preview阿里巴巴1,460+/-85,192阿里巴巴Proprietary
50DeepSeekdeepseek-v4-pro-high-20260813DeepSeek1,460+/-85,388DeepSeekMIT
51xAIGrok 4.1xAI1,459+/-366,380xAIProprietary
52Google Deep MindGemini 3.0 Flash (minimal)Google Deep Mind1,458+/-385,926Google Deep MindProprietary
53智谱AIGLM-5智谱AI1,458+/-427,643智谱AIMIT
54DeepSeek-AIDeepSeek-V4-ProDeepSeek-AI1,458+/-454,243DeepSeek-AIMIT
55Google Deep MindGemini 3.5 Flash-LiteGoogle Deep Mind1,457+/-521,843Google Deep MindProprietary
56AnthropicClaude Sonnet 4.5Anthropic1,456+/-381,031AnthropicProprietary
57字节跳动Seed团队DOLA Seed 2.0 Pro字节跳动Seed团队1,456+/-374,291字节跳动Seed团队Proprietary
58腾讯AI实验室Hy3腾讯AI实验室1,455+/-86,911腾讯AI实验室Apache 2.0
59阿里巴巴Qwen3.7-Plus阿里巴巴1,455+/-537,854阿里巴巴Proprietary
60AnthropicClaude Sonnet 4.5Anthropic1,455+/-379,668AnthropicProprietary
61OpenAIGPT-5.1 Pro (high)OpenAI1,455+/-440,296OpenAIProprietary
62DeepSeekdeepseek-v4-pro-high-previewDeepSeek1,455+/-451,599DeepSeekMIT
63OpenAIGPT-5.6 Luna (xhigh)OpenAI1,452+/-524,433OpenAIProprietary
64DeepMindGemma 4 31BDeepMind1,451+/-85,900DeepMindApache 2.0
65Moonshot AIKimi K2 ThinkingMoonshot AI1,451+/-370,620Moonshot AIModified MIT
66AnthropicOpus 4.1 (thinking-16k)Anthropic1,450+/-348,799AnthropicProprietary
67OpenAIGPT-5.3 ChatOpenAI1,449+/-432,749OpenAIProprietary
68百度ERNIE 5.0 Preview (1203)百度1,449+/-79,555百度Proprietary
69mimo-v2-proXiaomi1,448+/-524,388XiaomiProprietary
70OpenAIGPT-5.4 mini (high)OpenAI1,448+/-459,472OpenAIProprietary
71AnthropicOpus 4.1Anthropic1,448+/-375,882AnthropicProprietary
72百度ERNIE 5.0 (0110)百度1,446+/-434,883百度Proprietary
73Google Deep MindGemini 2.5 ProGoogle Deep Mind1,446+/-2122,575Google Deep MindProprietary
74OpenAIGPT-4.5OpenAI1,445+/-614,547OpenAIProprietary
75阿里巴巴Qwen 3.6 Plus Preview阿里巴巴1,444+/-445,374阿里巴巴Proprietary
76OpenAIGPT-4o(2025-03-27)OpenAI1,443+/-380,693OpenAIProprietary
77MiniMaxAIMiniMax M3MiniMaxAI1,443+/-444,544MiniMaxAIMiniMax Community License
78xAIGrok 4.3 BetaxAI1,443+/-465,024xAIProprietary
79智谱AIGLM-4.7智谱AI1,442+/-611,891智谱AIMIT
80阿里巴巴Qwen3.5-397B-A17B阿里巴巴1,441+/-373,400阿里巴巴Apache 2.0
81InklingThinking Machines Lab1,439+/-521,973Thinking Machines LabApache 2.0
82OpenAIGPT-5.1OpenAI1,439+/-443,002OpenAIProprietary
83DeepSeekdeepseek-v4-flash-high-previewDeepSeek1,438+/-448,705DeepSeekMIT
84DeepMindGemma 4 26B A4BDeepMind1,438+/-85,814DeepMindApache 2.0
85OpenAIGPT-5.2 Pro (high)OpenAI1,438+/-447,566OpenAIProprietary
86OpenAIGPT-5.2OpenAI1,436+/-379,073OpenAIProprietary
87DeepSeek-AIDeepSeek-V4-FlashDeepSeek-AI1,436+/-448,963DeepSeek-AIMIT
88Meituanlongcat-flash-chat-2602-expMeituan1,436+/-527,991MeituanProprietary
89Alibabaqwen3.8-27bAlibaba1,435+/-86,626AlibabaApache 2.0
90阿里巴巴Qwen3 Max (Preview)阿里巴巴1,435+/-527,182阿里巴巴Proprietary
91OpenAIGPT-5-Pro (high)OpenAI1,434+/-531,418OpenAIProprietary
92mimo-v2.5Xiaomi1,434+/-444,540XiaomiMIT
93智谱AIGLM-5V-Turbo智谱AI1,433+/-79,369智谱AIProprietary
94Google Deep MindGemini 3.1 Flash-LiteGoogle Deep Mind1,432+/-460,505Google Deep MindProprietary
95OpenAIOpenAI o3OpenAI1,431+/-458,561OpenAIProprietary
96Moonshot AIKimi K2.5 InstantMoonshot AI1,431+/-77,996Moonshot AIModified MIT
97xAIGrok 4.1 Fast (fast-reasoning)xAI1,430+/-355,403xAIProprietary
98Moonshot AIKimi K2 Thinking (thinking-turbo)Moonshot AI1,430+/-361,124Moonshot AIModified MIT
99mimo-v2-omniXiaomi1,430+/-619,448XiaomiProprietary
100Facebook AI研究实验室Muse Glimmer-30BFacebook AI研究实验室1,427+/-103,696Facebook AI研究实验室Apache-2.0
101MistralAIMistral Medium 3.5MistralAI1,427+/-711,017MistralAIModified MIT
102OpenAIGPT-5.2 Chat (0210)OpenAI1,427+/-430,964OpenAIProprietary
103NVIDIANemotron 3 UltraNVIDIA1,426+/-710,704NVIDIAOpenMDW-1.1
104AnthropicClaude Opus 4 (thinking-16k)Anthropic1,426+/-435,725AnthropicProprietary
105Amazonamazon-nova-experimental-chat-26-02-10Amazon1,426+/-103,373AmazonProprietary
106DeepSeek-AIDeepSeek V3.2DeepSeek-AI1,425+/-446,487DeepSeek-AIMIT
107DeepSeek-AIDeepSeek V3.2-Exp (thinking)DeepSeek-AI1,425+/-78,911DeepSeek-AIMIT
108智谱AIGLM-4.6智谱AI1,425+/-435,061智谱AIMIT
109Alibabaqwen3-max-2025-09-23Alibaba1,424+/-78,939AlibabaProprietary
110阿里巴巴Qwen3-235B-A22B-2507阿里巴巴1,423+/-395,685阿里巴巴Apache 2.0
111DeepSeek-AIDeepSeek V3.2-Exp (thinking)DeepSeek-AI1,423+/-440,510DeepSeek-AIMIT
112DeepSeek-AIDeepSeek V3.2-ExpDeepSeek-AI1,422+/-611,758DeepSeek-AIMIT
113DeepSeek-AIDeepSeek-R1-0528DeepSeek-AI1,421+/-618,087DeepSeek-AIMIT
114百度ERNIE 5.0百度1,419+/-94,662百度Proprietary
115xAIGrok 4 FastxAI1,418+/-86,336xAIProprietary
116Moonshot AIKimi K2 0905Moonshot AI1,418+/-711,564Moonshot AIModified MIT
117Moonshot AIKimi K2Moonshot AI1,418+/-527,023Moonshot AIModified MIT
118DeepSeek-AIDeepSeek-V3.1DeepSeek-AI1,417+/-614,601DeepSeek-AIMIT
119阿里巴巴Qwen3.5-122B-A10B阿里巴巴1,417+/-428,376阿里巴巴Apache 2.0
120DeepSeek-AIDeepSeek-V3.1 Terminus (thinking)DeepSeek-AI1,417+/-103,371DeepSeek-AIMIT
121DeepSeek-AIDeepSeek-V3.1 (thinking)DeepSeek-AI1,416+/-711,460DeepSeek-AIMIT
122MiniMaxAIMiniMax-M2.7MiniMaxAI1,416+/-465,411MiniMaxAIModified MIT
123Amazonamazon-nova-experimental-chat-26-01-10Amazon1,415+/-103,349AmazonProprietary
124DeepSeek-AIDeepSeek-V3.1 TerminusDeepSeek-AI1,415+/-103,614DeepSeek-AIMIT
125OpenAIGPT-4.1OpenAI1,414+/-449,913OpenAIProprietary
126AnthropicClaude Opus 4Anthropic1,414+/-442,841AnthropicProprietary
127阿里巴巴Qwen3-VL-235B-A22B-Instruct阿里巴巴1,414+/-711,228阿里巴巴Apache 2.0
128MistralAIMistral Large 3MistralAI1,414+/-365,336MistralAIApache 2.0
129AnthropicHaiku 4.5Anthropic1,413+/-3124,979AnthropicProprietary
130Tencenthunyuan-hy3-previewTencent1,413+/-86,613Tencenttencent-hunyuan-community
131xAIGrok 3xAI1,411+/-432,409xAIProprietary
132智谱AIGLM-4.5智谱AI1,411+/-523,706智谱AIMIT
133xAIGrok 4xAI1,411+/-439,285xAIProprietary
134Google Deep MindGemini 2.5 FlashGoogle Deep Mind1,410+/-2122,770Google Deep MindProprietary
135MistralAIMagistral-Medium-2506MistralAI1,409+/-392,735MistralAIProprietary
136阿里巴巴Qwen3.5-27B阿里巴巴1,408+/-427,246阿里巴巴Apache 2.0
137Inkling SmallThinky1,406+/-614,940ThinkyApache 2.0
138xAIGrok 4 Fast (fast-reasoning)xAI1,405+/-517,965xAIProprietary
139Google Deep MindGemini 2.5 Flash-Preview-09-2025Google Deep Mind1,404+/-432,350Google Deep MindProprietary
140Alibabaqwen3-235b-a22b-no-thinkingAlibaba1,402+/-537,377AlibabaApache 2.0
141OpenAIGPT-5.4 nano (high)OpenAI1,402+/-458,562OpenAIProprietary
142OpenAIOpenAI o1OpenAI1,402+/-427,807OpenAIProprietary
143Meituanlongcat-flash-chatMeituan1,402+/-611,167MeituanMIT
144AnthropicClaude Sonnet 4 (thinking-32k)Anthropic1,401+/-433,955AnthropicProprietary
145Alibabaqwen3-235b-a22b-thinking-2507Alibaba1,400+/-78,796AlibabaApache 2.0
146阿里巴巴Qwen3-Next阿里巴巴1,399+/-522,520阿里巴巴Apache 2.0
147DeepSeek-AIDeepSeek-R1DeepSeek-AI1,398+/-518,524DeepSeek-AIMIT
148StepFunAIStep 3.5 FlashStepFunAI1,397+/-458,299StepFunAIProprietary
149DeepSeek-AIDeepSeek-V3-0324DeepSeek-AI1,396+/-444,786DeepSeek-AIMIT
150Tencenthunyuan-vision-1.5-thinkingTencent1,395+/-122,170TencentProprietary
151阿里巴巴Qwen3.5-35B-A3B阿里巴巴1,395+/-429,067阿里巴巴Apache 2.0
152阿里巴巴Qwen3-VL-235B-A22B-Instruct (thinking)阿里巴巴1,395+/-77,789阿里巴巴Apache 2.0
153Amazonamazon-nova-experimental-chat-12-10Amazon1,395+/-103,633AmazonProprietary
154StepFunAIStep 3.5 FlashStepFunAI1,394+/-457,225StepFunAIApache 2.0
155mimo-v2-flash (non-thinking)Xiaomi1,392+/-446,161XiaomiMIT
156OpenAIOpenAI o4 - miniOpenAI1,391+/-444,618OpenAIProprietary
157MiniMaxAIMiniMax M2.5MiniMaxAI1,391+/-440,895MiniMaxAIModified MIT
158AnthropicClaude Sonnet 4Anthropic1,390+/-438,942AnthropicProprietary
159OpenAIGPT-5-mini (high)OpenAI1,389+/-526,551OpenAIProprietary
160OpenAIOpenAI o1OpenAI1,388+/-531,122OpenAIProprietary
161AnthropicClaude3-Sonnet (thinking-32k)Anthropic1,388+/-438,088AnthropicProprietary
162腾讯AI实验室Hunyuan-T1腾讯AI实验室1,387+/-94,575腾讯AI实验室Proprietary
163Mistralmistral-medium-2505Mistral1,387+/-532,660MistralProprietary
164阿里巴巴Qwen3-Coder-480B-A35B阿里巴巴1,387+/-525,081阿里巴巴Apache 2.0
165mimo-v2-flash (thinking)Xiaomi1,386+/-610,751XiaomiMIT
166MiniMaxAIM2.1MiniMaxAI1,384+/-516,638MiniMaxAIMIT
167Tencenthunyuan-turbos-20250416Tencent1,383+/-710,583TencentProprietary
168OpenAIGPT-4.1 miniOpenAI1,382+/-438,630OpenAIProprietary
169阿里巴巴Qwen3-30B-A3B-2507阿里巴巴1,382+/-523,222阿里巴巴Apache 2.0
170Google Deep MindGemini 2.5 Flash-Lite-Preview-09-2025 (no-thinking)Google Deep Mind1,380+/-346,384Google Deep MindProprietary
171trinity-large-preview Apache 2.01,379+/-429,770
172智谱AIGLM-4.6V智谱AI1,378+/-112,760智谱AIMIT
173solar-pro4Upstage1,377+/-122,437UpstageProprietary
174阿里巴巴Qwen3-235B-A22B阿里巴巴1,375+/-525,865阿里巴巴Apache 2.0
175Google Deep MindGemini 2.5 Flash-Lite (thinking)Google Deep Mind1,375+/-532,209Google Deep MindProprietary
176阿里巴巴Qwen2.5-Max阿里巴巴1,374+/-432,417阿里巴巴Proprietary
177AnthropicClaude 3.5 SonnetAnthropic1,374+/-387,693AnthropicProprietary
178智谱AIGLM-4.5-Air智谱AI1,373+/-430,368智谱AIMIT
179AnthropicClaude3-SonnetAnthropic1,372+/-442,452AnthropicProprietary
180trinity-large-thinking Apache 2.01,369+/-528,999
181阿里巴巴Qwen3-Next (thinking)阿里巴巴1,369+/-613,389阿里巴巴Apache 2.0
182智谱AIGLM-4.7-Flash智谱AI1,367+/-611,513智谱AIMIT
183Amazonamazon-nova-experimental-chat-11-10Amazon1,365+/-425,099AmazonProprietary
184Google Deep MindGemma 3 - 27B (IT)Google Deep Mind1,365+/-446,434Google Deep MindGemma
185MiniMaxminimax-m1MiniMax1,364+/-434,028MiniMaxApache 2.0
186OpenAIOpenAI o3-mini (high)OpenAI1,364+/-515,535OpenAIProprietary
187OpenAIOpenAI o3-mini (high)OpenAI1,363+/-518,589OpenAIProprietary
188Nvidianvidia-nemotron-3-super-120b-a12bNvidia1,361+/-77,461NvidiaNVIDIA Open Model
189DeepMindGemini 2.0 Flash ExperimentalDeepMind1,360+/-443,346DeepMindProprietary
190DeepSeek-AIDeepSeek-V3DeepSeek-AI1,358+/-521,770DeepSeek-AIDeepSeek
191xAIgrok-3-mini-betaxAI1,358+/-520,838xAIProprietary
192MistralAIMistral-Small-3.2MistralAI1,357+/-517,401MistralAIApache 2.0
193intellect-3 MIT1,356+/-85,282
194CohereAIC4AI Command A (202503)CohereAI1,354+/-355,434CohereAICC-BY-NC-4.0
195DeepMindGemini 2.0 Flash-LiteDeepMind1,353+/-424,955DeepMindProprietary
196智谱AIGLM-4.5V智谱AI1,353+/-84,818智谱AIMIT
197OpenAIGPT OSS 120BOpenAI1,352+/-429,935OpenAIApache 2.0
198Nvidianvidia-nemotron-3.5-lightning-30b-a3b-nvfp4Nvidia1,352+/-104,533NvidiaOpenMDW-1.1
199Google Deep MindGemini 1.5 ProGoogle Deep Mind1,351+/-355,606Google Deep MindProprietary
200Amazonamazon-nova-experimental-chat-10-20Amazon1,350+/-611,362AmazonProprietary
201StepFunAIStep3StepFunAI1,350+/-86,280StepFunAIApache 2.0
202Tencenthunyuan-turbos-20250226Tencent1,349+/-122,220TencentProprietary
203OpenAIOpenAI o3-miniOpenAI1,348+/-456,653OpenAIProprietary
204Nvidiallama-3.1-nemotron-ultra-253b-v1Nvidia1,347+/-122,549NvidiaNvidia Open Model
205阿里巴巴Qwen3-32B阿里巴巴1,347+/-93,926阿里巴巴Apache 2.0
206Amazonamazon-nova-experimental-chat-10-09Amazon1,347+/-112,776AmazonProprietary
207AImercury-2 InceptionAI1,346+/-113,043AIProprietary
208Alibabaqwen-plus-0125Alibaba1,346+/-85,819AlibabaProprietary
209OpenAIGPT-4oOpenAI1,346+/-3112,881OpenAIProprietary
210MiniMaxAIMiniMax M2MiniMaxAI1,346+/-86,748MiniMaxAIApache 2.0
211ling-flash-2.0 AntGroup1,344+/-76,852GroupMIT
212Nvidianvidia-llama-3.3-nemotron-super-49b-v1.5Nvidia1,343+/-103,316NvidiaNvidia Open
213AnthropicClaude 3.5 SonnetAnthropic1,343+/-382,419AnthropicProprietary
214glm-4-plus-0111Zhipu1,343+/-85,760ZhipuProprietary
215Google Deep MindGemma 3 - 12B (IT)Google Deep Mind1,342+/-103,829Google Deep MindGemma
216granite-4.2-30bIBM1,341+/-113,287IBMApache 2.0
217Tencenthunyuan-turbo-0110Tencent1,341+/-122,290TencentProprietary
218OpenAIGPT-5-Nano (high)OpenAI1,337+/-78,128OpenAIProprietary
219OpenAIOpenAI o1-miniOpenAI1,337+/-451,981OpenAIProprietary
220亚马逊Nova 2 Lite亚马逊1,336+/-612,117亚马逊Proprietary
221阿里巴巴QwQ-32B阿里巴巴1,336+/-425,094阿里巴巴Apache 2.0
222Googlegemini-advanced-0514Google1,336+/-550,148GoogleProprietary
223xAIGrok 2xAI1,335+/-463,498xAIProprietary
224OpenAIGPT-4oOpenAI1,335+/-445,499OpenAIProprietary
225Metallama-3.1-405b-instruct-bf16Meta1,335+/-441,375MetaLlama 3.1 Community
226StepFunstep-2-16k-exp-202412StepFun1,333+/-94,833StepFunProprietary
227Metallama-3.1-405b-instruct-fp8Meta1,333+/-459,656MetaLlama 3.1 Community
228olmo-3.1-32b-instructAi21,330+/-611,463Ai2Apache 2.0
229yi-lightning Proprietary1,328+/-527,332
230Nvidiallama-3.3-nemotron-49b-super-v1Nvidia1,328+/-122,218NvidiaNvidia
231molmo-2-8bAi21,328+/-21792Ai2Apache 2.0
232阿里巴巴Qwen3-30B-A3B阿里巴巴1,327+/-526,093阿里巴巴Apache 2.0
233Facebook AI研究实验室Llama 4 Maverick InstructFacebook AI研究实验室1,327+/-439,349Facebook AI研究实验室Llama 4
234Tencenthunyuan-large-2025-02-10Tencent1,326+/-103,738TencentProprietary
235OpenAIgpt-4-turbo-2024-04-09OpenAI1,324+/-498,114OpenAIProprietary
236AnthropicClaude 3.5 HaikuAnthropic1,324+/-368,972AnthropicProprietary
237Google Deep MindGemini 1.5 ProGoogle Deep Mind1,324+/-479,138Google Deep MindProprietary
238DeepSeekdeepseek-v2.5-1210DeepSeek1,323+/-86,795DeepSeekDeepSeek
239OpenAIGPT-4.1 nanoOpenAI1,322+/-86,103OpenAIProprietary
240AnthropicClaude3-OpusAnthropic1,322+/-3194,909AnthropicProprietary
241Facebook AI研究实验室Llama 4 Scout InstructFacebook AI研究实验室1,321+/-529,739Facebook AI研究实验室Llama
242ring-flash-2.0 AntGroup1,321+/-76,904GroupMIT
243StepFunstep-1o-turbo-202506StepFun1,320+/-78,856StepFunProprietary
244glm-4-plusZhipu AI1,319+/-526,126Zhipu AIProprietary
245Alibabaqwen-max-0919Alibaba1,318+/-616,478AlibabaQwen
246OpenAIGPT-4o miniOpenAI1,317+/-468,698OpenAIProprietary
247Facebook AI研究实验室Llama3.3-70B-InstructFacebook AI研究实验室1,317+/-454,411Facebook AI研究实验室Llama-3.3
248Google Deep MindGemma-3n-E4BGoogle Deep Mind1,317+/-522,084Google Deep MindGemma
249OpenAIGPT OSS 20BOpenAI1,317+/-610,386OpenAIApache 2.0
250Alibabaqwen2.5-plus-1127Alibaba1,315+/-610,187AlibabaProprietary
251Nvidianvidia-nemotron-3-nano-30b-a3b-bf16Nvidia1,314+/-615,338NvidiaNVIDIA Open Model
252Mistralmistral-large-2407Mistral1,314+/-445,459MistralMistral Research
253athene-v2-chat NexusFlow1,314+/-524,739
254OpenAIGPT-4OpenAI1,313+/-493,439OpenAIProprietary
255OpenAIGPT-4OpenAI1,312+/-4100,105OpenAIProprietary
256Tencenthunyuan-standard-2025-02-10Tencent1,311+/-103,904TencentProprietary
257Googlegemini-1.5-flash-002Google1,309+/-434,902GoogleProprietary
258xAIgrok-2-mini-2024-08-13xAI1,308+/-452,567xAIProprietary
259AImercury InceptionAI1,308+/-141,929AIProprietary
260DeepSeek-AIDeepSeek V2.5DeepSeek-AI1,307+/-524,572DeepSeek-AIDeepSeek
261olmo-3-32b-thinkAi21,307+/-85,682Ai2Apache 2.0
262athene-70b-0725 CC-BY-NC-4.01,306+/-619,621
263granite-4.1-8bIBM1,306+/-104,027IBMApache 2.0
264Mistralmistral-large-2411Mistral1,305+/-428,073MistralMRL
265MistralAIMagistral-Medium-2506MistralAI1,304+/-611,472MistralAIProprietary
266Google Deep MindGemma 3 - 4B (IT)Google Deep Mind1,303+/-94,171Google Deep MindGemma
267MistralAIMistral-Small-3.1-24B-Instruct-2503MistralAI1,303+/-532,621MistralAIApache 2.0
268阿里巴巴Qwen2.5-VL-72B-Instruct阿里巴巴1,303+/-439,406阿里巴巴Qwen
269Facebook 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
270granite-4.2-3bIBM1,295+/-123,097IBMApache 2.0
271Tencenthunyuan-large-visionTencent1,294+/-95,260TencentProprietary
272Facebook 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
273Amazonamazon-nova-pro-v1.0Amazon1,290+/-524,745AmazonProprietary
274jamba-1.5-large Jamba Open1,289+/-78,662
275Googlegemma-2-27b-itGoogle1,289+/-375,754GoogleGemma license
276granite-4.2-8bIBM1,288+/-113,119IBMApache 2.0
277reka-core-20240904 Proprietary1,288+/-77,312
278OpenAIGPT-4OpenAI1,287+/-554,173OpenAIProprietary
279Googlegemini-1.5-flash-001Google1,286+/-562,833GoogleProprietary
280Nvidiallama-3.1-nemotron-51b-instructNvidia1,286+/-103,749NvidiaLlama 3.1
281llama-3.1-tulu-3-70bAi21,286+/-102,846Ai2Llama 3.1
282olmo-3.1-32b-thinkAi21,286+/-78,112Ai2Apache 2.0
283ibm-granite-h-smallIBM1,285+/-85,534IBMApache 2.0
284AnthropicClaude3-SonnetAnthropic1,281+/-4109,284AnthropicProprietary
285gemma-2-9b-it-simpo MIT1,280+/-710,072
286Nvidianemotron-4-340b-instructNvidia1,277+/-519,659NvidiaNVIDIA Open Model
287Facebook 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
288Coherecommand-r-plus-08-2024Cohere1,276+/-79,866CohereCC-BY-NC-4.0
289OpenAIGPT-4OpenAI1,276+/-488,723OpenAIProprietary
290MistralAIMistral Small 24B Instruct 2501MistralAI1,274+/-614,681MistralAIApache 2.0
291智谱AIGLM4智谱AI1,273+/-79,788智谱AIProprietary
292reka-flash-20240904 Proprietary1,272+/-77,536
293阿里巴巴Qwen2.5-Coder-32B-Instruct阿里巴巴1,270+/-85,432阿里巴巴Apache 2.0
294CohereAIC4AI Aya Vision 32BCohereAI1,267+/-527,124CohereAICC-BY-NC-4.0
295Googlegemma-2-9b-itGoogle1,267+/-454,611GoogleGemma license
296DeepSeekdeepseek-coder-v2DeepSeek1,265+/-615,147DeepSeekDeepSeek License
297阿里巴巴Qwen2-72B-Instruct阿里巴巴1,261+/-537,325阿里巴巴Qianwen LICENSE
298CohereAIC4AI Command R+CohereAI1,261+/-477,554CohereAICC-BY-NC-4.0
299AnthropicClaude3-HaikuAnthropic1,261+/-4117,701AnthropicProprietary
300Amazonamazon-nova-lite-v1.0Amazon1,260+/-519,372AmazonProprietary
301Googlegemini-1.5-flash-8b-001Google1,259+/-435,558GoogleProprietary
302Microsoft AzurePhi-4-reasoningMicrosoft Azure1,256+/-524,126Microsoft AzureMIT
303olmo-2-0325-32b-instructAi21,251+/-113,334Ai2Apache-2.0
304Coherecommand-r-08-2024Cohere1,250+/-710,140CohereCC-BY-NC-4.0
305Mistralmistral-large-2402Mistral1,242+/-562,436MistralProprietary
306Amazonamazon-nova-micro-v1.0Amazon1,240+/-519,364AmazonProprietary
307jamba-1.5-mini Jamba Open1,239+/-78,858
308Mistralministral-8b-2410Mistral1,237+/-94,781MistralMRL
309Googlegemini-pro-dev-apiGoogle1,236+/-718,354GoogleProprietary
310阿里巴巴Qwen1.5-110B-Chat阿里巴巴1,234+/-626,195阿里巴巴Qianwen LICENSE
311Tencenthunyuan-standard-256kTencent1,233+/-122,728TencentProprietary
312reka-flash-21b-20240226-online Proprietary1,233+/-715,450
313阿里巴巴Qwen1.5-72B-Chat阿里巴巴1,233+/-539,302阿里巴巴Qianwen LICENSE
314MistralAIMixtral-8x22B-Instruct-v0.1MistralAI1,229+/-551,416MistralAIApache 2.0
315Coherecommand-rCohere1,226+/-554,036CohereCC-BY-NC-4.0
316reka-flash-21b-20240226 Proprietary1,226+/-624,806
317OpenAIgpt-3.5-turbo-0125OpenAI1,225+/-566,207OpenAIProprietary
318Facebook 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
319DeepMindGemini-proDeepMind1,223+/-126,390DeepMindProprietary
320CohereAIC4AI Aya Vision 8BCohereAI1,223+/-79,818CohereAICC-BY-NC-4.0
321Mistralmistral-mediumMistral1,222+/-534,550MistralProprietary
322llama-3.1-tulu-3-8bAi21,220+/-112,896Ai2Llama 3.1
323零一万物Yi-1.5-34B零一万物1,212+/-524,146零一万物
324zephyr-orpo-141b-A35b-v0.1 Apache 2.01,212+/-114,652
325Facebook 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
326Facebook 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
327OpenAIgpt-3.5-turbo-1106OpenAI1,203+/-916,619OpenAIProprietary
328Alibabaqwen1.5-32b-chatAlibaba1,203+/-621,741AlibabaQianwen LICENSE
329Googlegemma-2-2b-itGoogle1,200+/-446,616GoogleGemma license
330Microsoft AzurePhi-3-medium 14B-previewMicrosoft Azure1,197+/-525,055Microsoft AzureMIT
331Mistralmixtral-8x7b-instruct-v0.1Mistral1,197+/-473,503MistralApache 2.0
332dbrx-instruct-preview DBRX LICENSE1,195+/-632,191
333阿里巴巴Qwen1.5-14B-Chat阿里巴巴1,191+/-717,839阿里巴巴Qianwen LICENSE
334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
335DeepSeek-AIDeepSeek LLM 67B ChatDeepSeek-AI1,184+/-114,932DeepSeek-AIDeepSeek License
336WizardLM TeamWizardLM-70B-V1.0WizardLM Team1,184+/-98,214WizardLM TeamLlama 2 Community
337零一万物Yi-34B零一万物1,183+/-715,483零一万物
338granite-3.0-8b-instructIBM1,183+/-96,638IBMApache 2.0
339openchat-3.5 Apache-2.01,182+/-107,968
340openchat-3.5-0106 Apache-2.01,182+/-812,637
341Google ResearchGemma 1.1-7B-ITGoogle Research1,182+/-623,893Google ResearchGemma license
342snowflake-arctic-instruct Apache 2.01,179+/-632,832
343granite-3.1-2b-instructIBM1,178+/-113,188IBMApache 2.0
344Facebook AI研究实验室LLaMA2 70BFacebook AI研究实验室1,177+/-106,535Facebook AI研究实验室
345openhermes-2.5-mistral-7b Apache-2.01,175+/-105,006
346LM-SYSVicuna 33BLM-SYS1,172+/-622,479LM-SYS
347Microsoft AzurePhi-3-small 7BMicrosoft Azure1,171+/-617,766Microsoft AzureMIT
348starling-lm-7b-beta Apache-2.01,171+/-716,056
349Metallama-2-70b-chatMeta1,170+/-538,492MetaLlama 2 Community
350starling-lm-7b-alpha CC-BY-NC-4.01,167+/-810,224
351Metallama-3.2-3b-instructMeta1,166+/-87,936MetaLlama 3.2
352nous-hermes-2-mixtral-8x7b-dpo Apache-2.01,164+/-123,777
353阿里巴巴Qwen3-VL-2B阿里巴巴1,156+/-86,837阿里巴巴Apache 2.0
354Nvidiallama2-70b-steerlm-chatNvidia1,154+/-133,585NvidiaLlama 2 Community
355阿里巴巴QwQ-32B-Preview阿里巴巴1,154+/-113,231阿里巴巴Apache 2.0
356solar-10.7b-instruct-v1.0 CC-BY-NC-4.01,152+/-134,155
357dolphin-2.2.1-mistral-7b Apache-2.01,152+/-151,679
358mpt-30b-chat CC-BY-NC-SA-4.01,150+/-122,572
359Microsoftwizardlm-13bMicrosoft1,149+/-97,044MicrosoftLlama 2 Community
360MistralAIMistral-7B-Instruct-v0.2MistralAI1,149+/-719,402MistralAIApache-2.0
361falcon-180b-chat Falcon-180B TII License1,147+/-171,295
362阿里巴巴Qwen1.5-7B-Chat阿里巴巴1,143+/-104,737阿里巴巴Qianwen LICENSE
363Microsoft AzurePhi-3-mini 3.8BMicrosoft Azure1,143+/-612,297Microsoft AzureMIT
364百川智能Baichuan2-13B-Chat百川智能1,141+/-719,174百川智能Llama 2 Community
365vicuna-13b Llama 2 Community1,141+/-719,367
366阿里巴巴Qwen-14B-Chat阿里巴巴1,139+/-114,964阿里巴巴Qianwen LICENSE
367Google ResearchPaLM 2Google Research1,138+/-98,554Google ResearchProprietary
368Google ResearchGemma 7B - ItGoogle Research1,137+/-98,925Google ResearchGemma license
369Facebook 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
370zephyr-7b-beta MIT1,130+/-911,118
371Microsoft AzurePhi-3-mini 3.8BMicrosoft Azure1,129+/-720,685Microsoft AzureMIT
372Microsoft AzurePhi-3-mini 3.8BMicrosoft Azure1,128+/-620,118Microsoft AzureMIT
373guanaco-33b Non-commercial1,127+/-122,921
374zephyr-7b-alpha MIT1,126+/-161,785
375stripedhyena-nous-7b Apache 2.01,121+/-115,182
376Facebook 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
377Google ResearchGemma 1.1-2B-ITGoogle Research1,116+/-810,854Google ResearchGemma license
378vicuna-7b Llama 2 Community1,115+/-96,923
379smollm2-1.7b-instruct Apache 2.01,114+/-142,199
380Metallama-3.2-1b-instructMeta1,111+/-88,045MetaLlama 3.2
381MistralAIMistral 7B InstructMistralAI1,110+/-98,977MistralAIApache 2.0
382百川智能Baichuan2-7B-Chat百川智能1,107+/-714,148百川智能Llama 2 Community
383Google ResearchGemma 2B - ItGoogle Research1,093+/-114,780Google ResearchGemma license
384阿里巴巴Qwen1.5-4B-Chat阿里巴巴1,090+/-97,597阿里巴巴Qianwen LICENSE
385olmo-7b-instructAi21,073+/-116,328Ai2Apache-2.0
386达摩院Koala达摩院1,070+/-106,965达摩院
387alpaca-13b Non-commercial1,069+/-115,745
388Nomic AIGPT4All 13BNomic AI1,067+/-151,743Nomic AI
389mpt-7b-chat CC-BY-NC-SA-4.01,063+/-123,924
390智谱AIChatGLM3-6B智谱AI1,056+/-124,658智谱AI
391RWKV-4-Raven-14B Apache 2.01,042+/-114,845
392智谱AIChatGLM2-6B智谱AI1,024+/-142,658智谱AI
393oasst-pythia-12b Apache 2.01,023+/-116,310
394智谱AIChatGLM-6B智谱AI995+/-134,914智谱AI
395fastchat-t5-3b Apache 2.0992+/-124,203
396dolly-v2-12b MIT982+/-133,412
397Facebook 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
398stablelm-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