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

395

数据版本

2026年08月27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+/-525,824AnthropicProprietary
AnthropicClaude Opus 4.6 (high)Anthropic1,505+/-472,104AnthropicProprietary
AnthropicOpus 4.7 (high)Anthropic1,502+/-460,136AnthropicProprietary
4Facebook AI研究实验室Muse Spark 1.2 (xhigh)Facebook AI研究实验室1,498+/-103,247Facebook AI研究实验室Proprietary
5AnthropicClaude Opus 4.6Anthropic1,497+/-376,079AnthropicProprietary
6AnthropicOpus 4.7Anthropic1,494+/-461,282AnthropicProprietary
7AnthropicClaude Opus 5 (high)Anthropic1,492+/-531,570AnthropicProprietary
8Facebook AI研究实验室Muse Spark 1.1Facebook AI研究实验室1,490+/-522,215Facebook AI研究实验室Proprietary
9Googlegemini-3.7-flash-highGoogle1,490+/-85,720GoogleProprietary
10Moonshot AIKimi K3 (max)Moonshot AI1,489+/-616,586Moonshot AIKimi K3 license
11Facebook AI研究实验室Muse SparkFacebook AI研究实验室1,488+/-613,574Facebook AI研究实验室Proprietary
12AnthropicClaude Opus 5 (max)Anthropic1,488+/-615,398AnthropicProprietary
13Google Deep MindGemini 3.1 Pro PreviewGoogle Deep Mind1,487+/-3101,163Google Deep MindProprietary
14Google Deep MindGemini 3 ProGoogle Deep Mind1,486+/-440,674Google Deep MindProprietary
15Z.aiglm-5.3-maxZ.ai1,484+/-85,820Z.aiMIT
16OpenAIGPT-5.5 (high)OpenAI1,482+/-461,604OpenAIProprietary
17OpenAIgpt-5.6-sol-xhighOpenAI1,482+/-521,537OpenAIProprietary
18AnthropicClaude Opus 4.8 (high)Anthropic1,481+/-446,773AnthropicProprietary
19Googlegemini-3.6-flash-highGoogle1,481+/-520,190GoogleProprietary
20阿里巴巴Qwen3.8-Max阿里巴巴1,479+/-611,780阿里巴巴Proprietary
21Googlegemini-3.5-flash-highGoogle1,479+/-432,174GoogleProprietary
22OpenAIGPT-5.5OpenAI1,477+/-462,975OpenAIProprietary
23OpenAIGPT-5.4 (high)OpenAI1,477+/-460,614OpenAIProprietary
24OpenAIGPT-5.2 Chat (0210)OpenAI1,476+/-434,229OpenAIProprietary
25xAIGrok 4.20 BetaxAI1,475+/-526,645xAIProprietary
26Google Deep MindGemini 3.0 FlashGoogle Deep Mind1,474+/-430,242Google Deep MindProprietary
27阿里巴巴Qwen3.7-Max-Preview阿里巴巴1,474+/-103,712阿里巴巴Proprietary
28Googlegemini-3.5-flash-mediumGoogle1,473+/-530,593GoogleProprietary
29OpenAIGPT-5.5 InstantOpenAI1,473+/-525,857OpenAIProprietary
30AnthropicOpus 4.5Anthropic1,473+/-436,267AnthropicProprietary
31AnthropicClaude Opus 4.8Anthropic1,473+/-447,459AnthropicProprietary
32AnthropicClaude Sonnet 4.6Anthropic1,472+/-466,354AnthropicProprietary
33Z.aiglm-5.2-maxZ.ai1,472+/-532,495Z.aiMIT
34xAIgrok-4.20-beta-0309-reasoningxAI1,472+/-462,244xAIProprietary
35xAIgrok-4.20-multi-agent-beta-0309xAI1,470+/-460,845xAIProprietary
36xAIGrok 4.5xAI1,470+/-524,152xAIProprietary
37AnthropicClaude Opus 4Anthropic1,469+/-370,044AnthropicProprietary
38Z.aiglm-5.3-flashZ.ai1,469+/-122,424Z.aiMIT
39百度ERNIE-5.1-Preview百度1,468+/-537,102百度Proprietary
40mimo-v2.5-proXiaomi1,468+/-456,020XiaomiMIT
41智谱AIGLM 5.1智谱AI1,466+/-444,023智谱AIMIT
42OpenAIgpt-5.6-terra-xhighOpenAI1,466+/-522,345OpenAIProprietary
43OpenAIGPT-5.4OpenAI1,466+/-463,594OpenAIProprietary
44阿里巴巴Qwen3.5 Max Preview阿里巴巴1,465+/-521,478阿里巴巴Proprietary
45xAIGrok 4.1 ThinkingxAI1,465+/-364,196xAIProprietary
46DeepSeekdeepseek-v4-pro-high-20260813DeepSeek1,462+/-94,205DeepSeekMIT
47AnthropicClaude Sonnet 4.5 (high)Anthropic1,461+/-529,477AnthropicProprietary
48SpaceXAIgrok-4.6-highSpaceXAI1,461+/-103,471SpaceXAIProprietary
49Moonshot AIKimi K2.6Moonshot AI1,461+/-537,545Moonshot AIModified MIT
50阿里巴巴Qwen3.6-Max-Preview阿里巴巴1,460+/-85,198阿里巴巴Proprietary
51xAIGrok 4.1xAI1,459+/-366,374xAIProprietary
52Google Deep MindGemini 3.0 Flash (minimal)Google Deep Mind1,458+/-385,940Google Deep MindProprietary
53智谱AIGLM-5智谱AI1,458+/-427,649智谱AIMIT
54DeepSeek-AIDeepSeek-V4-ProDeepSeek-AI1,458+/-454,214DeepSeek-AIMIT
55Google Deep MindGemini 3.5 Flash-LiteGoogle Deep Mind1,458+/-520,133Google Deep MindProprietary
56阿里巴巴Qwen3.7-Plus阿里巴巴1,456+/-536,304阿里巴巴Proprietary
57Anthropicclaude-sonnet-4-5-20250929-high-32kAnthropic1,456+/-381,027AnthropicProprietary
58字节跳动Seed团队DOLA Seed 2.0 Pro字节跳动Seed团队1,456+/-374,258字节跳动Seed团队Proprietary
59腾讯AI实验室Hy3腾讯AI实验室1,456+/-86,466腾讯AI实验室Apache 2.0
60OpenAIGPT-5.1 Pro (high)OpenAI1,455+/-440,297OpenAIProprietary
61DeepSeekdeepseek-v4-pro-high-previewDeepSeek1,455+/-451,621DeepSeekMIT
62AnthropicClaude Sonnet 4.5Anthropic1,455+/-379,687AnthropicProprietary
63OpenAIgpt-5.6-luna-xhighOpenAI1,452+/-522,852OpenAIProprietary
64DeepMindGemma 4 31BDeepMind1,451+/-85,898DeepMindApache 2.0
65Moonshot AIKimi K2 ThinkingMoonshot AI1,450+/-370,610Moonshot AIModified MIT
66AnthropicOpus 4.1 (thinking-16k)Anthropic1,450+/-348,803AnthropicProprietary
67OpenAIGPT-5.3 ChatOpenAI1,449+/-432,748OpenAIProprietary
68百度ERNIE 5.0 Preview (1203)百度1,449+/-79,553百度Proprietary
69mimo-v2-proXiaomi1,448+/-524,399XiaomiProprietary
70OpenAIGPT-5.4 mini (high)OpenAI1,448+/-459,472OpenAIProprietary
71AnthropicOpus 4.1Anthropic1,448+/-375,897AnthropicProprietary
72百度ERNIE 5.0 (0110)百度1,446+/-434,899百度Proprietary
73Google Deep MindGemini 2.5 ProGoogle Deep Mind1,446+/-2122,589Google Deep MindProprietary
74OpenAIGPT-4.5OpenAI1,445+/-614,547OpenAIProprietary
75阿里巴巴Qwen 3.6 Plus Preview阿里巴巴1,444+/-445,356阿里巴巴Proprietary
76OpenAIGPT-4o(2025-03-27)OpenAI1,443+/-380,687OpenAIProprietary
77xAIGrok 4.3 BetaxAI1,442+/-463,272xAIProprietary
78MiniMaxAIMiniMax M3MiniMaxAI1,442+/-442,988MiniMaxAIMiniMax Community License
79智谱AIGLM-4.7智谱AI1,442+/-611,887智谱AIMIT
80阿里巴巴Qwen3.5-397B-A17B阿里巴巴1,441+/-371,882阿里巴巴Apache 2.0
81InklingThinking Machines Lab1,439+/-520,434Thinking Machines LabApache 2.0
82OpenAIGPT-5.1OpenAI1,439+/-443,001OpenAIProprietary
83DeepSeekdeepseek-v4-flash-high-previewDeepSeek1,438+/-448,660DeepSeekMIT
84DeepMindGemma 4 26B A4BDeepMind1,438+/-85,809DeepMindApache 2.0
85OpenAIGPT-5.2 Pro (high)OpenAI1,438+/-447,570OpenAIProprietary
86OpenAIGPT-5.2OpenAI1,436+/-379,081OpenAIProprietary
87Alibabaqwen3.8-27bAlibaba1,436+/-95,046AlibabaApache 2.0
88Meituanlongcat-flash-chat-2602-expMeituan1,436+/-527,990MeituanProprietary
89DeepSeek-AIDeepSeek-V4-FlashDeepSeek-AI1,436+/-448,947DeepSeek-AIMIT
90阿里巴巴Qwen3 Max (Preview)阿里巴巴1,435+/-527,180阿里巴巴Proprietary
91OpenAIGPT-5-Pro (high)OpenAI1,434+/-531,423OpenAIProprietary
92mimo-v2.5Xiaomi1,434+/-444,515XiaomiMIT
93智谱AIGLM-5V-Turbo智谱AI1,433+/-79,373智谱AIProprietary
94Google Deep MindGemini 3.1 Flash-LiteGoogle Deep Mind1,432+/-460,482Google Deep MindProprietary
95OpenAIOpenAI o3OpenAI1,431+/-458,575OpenAIProprietary
96Moonshot AIKimi K2.5 InstantMoonshot AI1,431+/-77,992Moonshot AIModified MIT
97mimo-v2-omniXiaomi1,430+/-619,421XiaomiProprietary
98xAIGrok 4.1 Fast (fast-reasoning)xAI1,430+/-355,434xAIProprietary
99Moonshot AIKimi K2 Thinking (thinking-turbo)Moonshot AI1,430+/-361,120Moonshot AIModified MIT
100MistralAIMistral Medium 3.5MistralAI1,427+/-711,006MistralAIModified MIT
101OpenAIGPT-5.2 Chat (0210)OpenAI1,427+/-430,967OpenAIProprietary
102NVIDIANemotron 3 UltraNVIDIA1,426+/-710,688NVIDIAOpenMDW-1.1
103Facebook AI研究实验室Muse Glimmer-30BFacebook AI研究实验室1,426+/-103,716Facebook AI研究实验室Apache-2.0
104Amazonamazon-nova-experimental-chat-26-02-10Amazon1,426+/-103,370AmazonProprietary
105AnthropicClaude Opus 4 (thinking-16k)Anthropic1,426+/-435,727AnthropicProprietary
106DeepSeek-AIDeepSeek V3.2DeepSeek-AI1,425+/-446,493DeepSeek-AIMIT
107DeepSeek-AIDeepSeek V3.2-Exp (thinking)DeepSeek-AI1,425+/-78,907DeepSeek-AIMIT
108智谱AIGLM-4.6智谱AI1,425+/-435,066智谱AIMIT
109Alibabaqwen3-max-2025-09-23Alibaba1,424+/-78,944AlibabaProprietary
110阿里巴巴Qwen3-235B-A22B-2507阿里巴巴1,423+/-395,676阿里巴巴Apache 2.0
111DeepSeek-AIDeepSeek V3.2-Exp (thinking)DeepSeek-AI1,423+/-440,513DeepSeek-AIMIT
112DeepSeek-AIDeepSeek V3.2-ExpDeepSeek-AI1,422+/-611,761DeepSeek-AIMIT
113DeepSeek-AIDeepSeek-R1-0528DeepSeek-AI1,421+/-618,090DeepSeek-AIMIT
114百度ERNIE 5.0百度1,419+/-94,662百度Proprietary
115xAIGrok 4 FastxAI1,418+/-86,331xAIProprietary
116Moonshot AIKimi K2 0905Moonshot AI1,418+/-711,561Moonshot AIModified MIT
117Moonshot AIKimi K2Moonshot AI1,418+/-527,023Moonshot AIModified MIT
118阿里巴巴Qwen3.5-122B-A10B阿里巴巴1,417+/-428,389阿里巴巴Apache 2.0
119DeepSeek-AIDeepSeek-V3.1DeepSeek-AI1,417+/-614,600DeepSeek-AIMIT
120DeepSeek-AIDeepSeek-V3.1 Terminus (thinking)DeepSeek-AI1,417+/-103,367DeepSeek-AIMIT
121MiniMaxAIMiniMax-M2.7MiniMaxAI1,417+/-463,907MiniMaxAIModified MIT
122DeepSeek-AIDeepSeek-V3.1 (thinking)DeepSeek-AI1,416+/-711,460DeepSeek-AIMIT
123Amazonamazon-nova-experimental-chat-26-01-10Amazon1,415+/-103,351AmazonProprietary
124DeepSeek-AIDeepSeek-V3.1 TerminusDeepSeek-AI1,415+/-103,612DeepSeek-AIMIT
125OpenAIGPT-4.1OpenAI1,414+/-449,920OpenAIProprietary
126MistralAIMistral Large 3MistralAI1,414+/-363,974MistralAIApache 2.0
127阿里巴巴Qwen3-VL-235B-A22B-Instruct阿里巴巴1,414+/-711,225阿里巴巴Apache 2.0
128AnthropicClaude Opus 4Anthropic1,414+/-442,840AnthropicProprietary
129AnthropicHaiku 4.5Anthropic1,413+/-3123,321AnthropicProprietary
130Tencenthunyuan-hy3-previewTencent1,413+/-86,611Tencenttencent-hunyuan-community
131xAIGrok 3xAI1,411+/-432,407xAIProprietary
132智谱AIGLM-4.5智谱AI1,411+/-523,710智谱AIMIT
133xAIGrok 4xAI1,411+/-439,297xAIProprietary
134Google Deep MindGemini 2.5 FlashGoogle Deep Mind1,410+/-2122,761Google Deep MindProprietary
135MistralAIMagistral-Medium-2506MistralAI1,409+/-392,758MistralAIProprietary
136阿里巴巴Qwen3.5-27B阿里巴巴1,408+/-427,241阿里巴巴Apache 2.0
137Inkling SmallThinky1,407+/-613,438ThinkyApache 2.0
138xAIGrok 4 Fast (fast-reasoning)xAI1,405+/-517,967xAIProprietary
139Google Deep MindGemini 2.5 Flash-Preview-09-2025Google Deep Mind1,404+/-432,360Google Deep MindProprietary
140Alibabaqwen3-235b-a22b-no-thinkingAlibaba1,402+/-537,375AlibabaApache 2.0
141OpenAIGPT-5.4 nano (high)OpenAI1,402+/-458,539OpenAIProprietary
142OpenAIOpenAI o1OpenAI1,402+/-427,807OpenAIProprietary
143Meituanlongcat-flash-chatMeituan1,401+/-611,166MeituanMIT
144AnthropicClaude Sonnet 4 (thinking-32k)Anthropic1,401+/-433,944AnthropicProprietary
145Alibabaqwen3-235b-a22b-thinking-2507Alibaba1,400+/-78,795AlibabaApache 2.0
146阿里巴巴Qwen3-Next阿里巴巴1,399+/-522,523阿里巴巴Apache 2.0
147DeepSeek-AIDeepSeek-R1DeepSeek-AI1,398+/-518,524DeepSeek-AIMIT
148StepFunAIStep 3.5 FlashStepFunAI1,397+/-458,255StepFunAIProprietary
149DeepSeek-AIDeepSeek-V3-0324DeepSeek-AI1,396+/-444,789DeepSeek-AIMIT
150Tencenthunyuan-vision-1.5-thinkingTencent1,395+/-122,170TencentProprietary
151阿里巴巴Qwen3.5-35B-A3B阿里巴巴1,395+/-429,059阿里巴巴Apache 2.0
152阿里巴巴Qwen3-VL-235B-A22B-Instruct (thinking)阿里巴巴1,395+/-77,786阿里巴巴Apache 2.0
153Amazonamazon-nova-experimental-chat-12-10Amazon1,395+/-103,637AmazonProprietary
154StepFunAIStep 3.5 FlashStepFunAI1,394+/-457,205StepFunAIApache 2.0
155mimo-v2-flash (non-thinking)Xiaomi1,392+/-446,153XiaomiMIT
156OpenAIOpenAI o4 - miniOpenAI1,391+/-444,625OpenAIProprietary
157MiniMaxAIMiniMax M2.5MiniMaxAI1,390+/-440,887MiniMaxAIModified MIT
158AnthropicClaude Sonnet 4Anthropic1,390+/-438,961AnthropicProprietary
159OpenAIGPT-5-mini (high)OpenAI1,389+/-526,551OpenAIProprietary
160OpenAIOpenAI o1OpenAI1,388+/-531,122OpenAIProprietary
161AnthropicClaude3-Sonnet (thinking-32k)Anthropic1,388+/-438,086AnthropicProprietary
162Mistralmistral-medium-2505Mistral1,387+/-532,660MistralProprietary
163腾讯AI实验室Hunyuan-T1腾讯AI实验室1,387+/-94,576腾讯AI实验室Proprietary
164阿里巴巴Qwen3-Coder-480B-A35B阿里巴巴1,387+/-525,091阿里巴巴Apache 2.0
165mimo-v2-flash (thinking)Xiaomi1,386+/-610,750XiaomiMIT
166MiniMaxAIM2.1MiniMaxAI1,384+/-516,631MiniMaxAIMIT
167Tencenthunyuan-turbos-20250416Tencent1,382+/-710,585TencentProprietary
168OpenAIGPT-4.1 miniOpenAI1,382+/-438,633OpenAIProprietary
169阿里巴巴Qwen3-30B-A3B-2507阿里巴巴1,382+/-523,221阿里巴巴Apache 2.0
170Google Deep MindGemini 2.5 Flash-Lite-Preview-09-2025 (no-thinking)Google Deep Mind1,380+/-346,382Google Deep MindProprietary
171trinity-large-preview Apache 2.01,378+/-429,791
172智谱AIGLM-4.6V智谱AI1,378+/-112,762智谱AIMIT
173solar-pro4Upstage1,376+/-122,447UpstageProprietary
174阿里巴巴Qwen3-235B-A22B阿里巴巴1,375+/-525,860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+/-432,418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+/-442,448AnthropicProprietary
180trinity-large-thinking Apache 2.01,369+/-529,001
181阿里巴巴Qwen3-Next (thinking)阿里巴巴1,369+/-613,390阿里巴巴Apache 2.0
182智谱AIGLM-4.7-Flash智谱AI1,366+/-611,513智谱AIMIT
183Amazonamazon-nova-experimental-chat-11-10Amazon1,365+/-425,098AmazonProprietary
184Google Deep MindGemma 3 - 27B (IT)Google Deep Mind1,365+/-446,426Google Deep MindGemma
185OpenAIOpenAI o3-mini (high)OpenAI1,364+/-515,532OpenAIProprietary
186MiniMaxminimax-m1MiniMax1,364+/-434,014MiniMaxApache 2.0
187OpenAIOpenAI o3-mini (high)OpenAI1,363+/-518,589OpenAIProprietary
188Nvidianvidia-nemotron-3-super-120b-a12bNvidia1,361+/-77,460NvidiaNVIDIA Open Model
189DeepMindGemini 2.0 Flash ExperimentalDeepMind1,360+/-443,342DeepMindProprietary
190DeepSeek-AIDeepSeek-V3DeepSeek-AI1,358+/-521,770DeepSeek-AIDeepSeek
191xAIgrok-3-mini-betaxAI1,358+/-520,837xAIProprietary
192MistralAIMistral-Small-3.2MistralAI1,357+/-517,403MistralAIApache 2.0
193intellect-3 MIT1,356+/-85,284
194CohereAIC4AI Command A (202503)CohereAI1,354+/-355,439CohereAICC-BY-NC-4.0
195DeepMindGemini 2.0 Flash-LiteDeepMind1,353+/-424,955DeepMindProprietary
196OpenAIGPT OSS 120BOpenAI1,352+/-429,938OpenAIApache 2.0
197智谱AIGLM-4.5V智谱AI1,352+/-84,819智谱AIMIT
198Google Deep MindGemini 1.5 ProGoogle Deep Mind1,351+/-355,606Google Deep MindProprietary
199Amazonamazon-nova-experimental-chat-10-20Amazon1,350+/-611,362AmazonProprietary
200StepFunAIStep3StepFunAI1,350+/-86,276StepFunAIApache 2.0
201Tencenthunyuan-turbos-20250226Tencent1,349+/-122,220TencentProprietary
202Nvidianvidia-nemotron-3.5-lightning-30b-a3b-nvfp4Nvidia1,348+/-113,379NvidiaOpenMDW-1.1
203OpenAIOpenAI o3-miniOpenAI1,348+/-456,658OpenAIProprietary
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+/-112,775AmazonProprietary
207AImercury-2 InceptionAI1,346+/-113,044AIProprietary
208Alibabaqwen-plus-0125Alibaba1,346+/-85,819AlibabaProprietary
209OpenAIGPT-4oOpenAI1,346+/-3112,881OpenAIProprietary
210MiniMaxAIMiniMax M2MiniMaxAI1,345+/-86,750MiniMaxAIApache 2.0
211ling-flash-2.0 AntGroup1,344+/-76,851GroupMIT
212Nvidianvidia-llama-3.3-nemotron-super-49b-v1.5Nvidia1,343+/-103,315NvidiaNvidia 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
216Tencenthunyuan-turbo-0110Tencent1,341+/-122,290TencentProprietary
217OpenAIGPT-5-Nano (high)OpenAI1,337+/-78,128OpenAIProprietary
218OpenAIOpenAI o1-miniOpenAI1,337+/-451,981OpenAIProprietary
219亚马逊Nova 2 Lite亚马逊1,336+/-612,118亚马逊Proprietary
220阿里巴巴QwQ-32B阿里巴巴1,336+/-425,095阿里巴巴Apache 2.0
221Googlegemini-advanced-0514Google1,336+/-550,148GoogleProprietary
222xAIGrok 2xAI1,335+/-463,498xAIProprietary
223OpenAIGPT-4oOpenAI1,335+/-445,499OpenAIProprietary
224Metallama-3.1-405b-instruct-bf16Meta1,335+/-441,375MetaLlama 3.1 Community
225StepFunstep-2-16k-exp-202412StepFun1,334+/-94,833StepFunProprietary
226Metallama-3.1-405b-instruct-fp8Meta1,333+/-459,656MetaLlama 3.1 Community
227olmo-3.1-32b-instructAi21,330+/-611,463Ai2Apache 2.0
228yi-lightning Proprietary1,328+/-527,332
229molmo-2-8bAi21,328+/-21791Ai2Apache 2.0
230Nvidiallama-3.3-nemotron-49b-super-v1Nvidia1,328+/-122,218NvidiaNvidia
231阿里巴巴Qwen3-30B-A3B阿里巴巴1,327+/-526,092阿里巴巴Apache 2.0
232Facebook AI研究实验室Llama 4 Maverick InstructFacebook AI研究实验室1,327+/-439,347Facebook AI研究实验室Llama 4
233Tencenthunyuan-large-2025-02-10Tencent1,326+/-103,738TencentProprietary
234OpenAIgpt-4-turbo-2024-04-09OpenAI1,324+/-498,114OpenAIProprietary
235AnthropicClaude 3.5 HaikuAnthropic1,324+/-368,968AnthropicProprietary
236Google Deep MindGemini 1.5 ProGoogle Deep Mind1,324+/-479,138Google Deep MindProprietary
237DeepSeekdeepseek-v2.5-1210DeepSeek1,323+/-86,795DeepSeekDeepSeek
238OpenAIGPT-4.1 nanoOpenAI1,322+/-86,103OpenAIProprietary
239AnthropicClaude3-OpusAnthropic1,322+/-3194,909AnthropicProprietary
240Facebook AI研究实验室Llama 4 Scout InstructFacebook AI研究实验室1,321+/-529,740Facebook AI研究实验室Llama
241ring-flash-2.0 AntGroup1,321+/-76,903GroupMIT
242StepFunstep-1o-turbo-202506StepFun1,320+/-78,860StepFunProprietary
243glm-4-plusZhipu AI1,319+/-526,126Zhipu AIProprietary
244Alibabaqwen-max-0919Alibaba1,318+/-616,478AlibabaQwen
245OpenAIGPT-4o miniOpenAI1,318+/-468,698OpenAIProprietary
246Facebook AI研究实验室Llama3.3-70B-InstructFacebook AI研究实验室1,317+/-454,416Facebook AI研究实验室Llama-3.3
247OpenAIGPT OSS 20BOpenAI1,317+/-610,385OpenAIApache 2.0
248Google Deep MindGemma-3n-E4BGoogle Deep Mind1,317+/-522,090Google Deep MindGemma
249Alibabaqwen2.5-plus-1127Alibaba1,315+/-610,187AlibabaProprietary
250Nvidianvidia-nemotron-3-nano-30b-a3b-bf16Nvidia1,314+/-615,332NvidiaNVIDIA Open Model
251Mistralmistral-large-2407Mistral1,314+/-445,459MistralMistral Research
252athene-v2-chat NexusFlow1,314+/-524,739
253OpenAIGPT-4OpenAI1,313+/-493,439OpenAIProprietary
254OpenAIGPT-4OpenAI1,312+/-4100,105OpenAIProprietary
255Tencenthunyuan-standard-2025-02-10Tencent1,311+/-103,904TencentProprietary
256Googlegemini-1.5-flash-002Google1,309+/-434,902GoogleProprietary
257AImercury InceptionAI1,308+/-141,928AIProprietary
258xAIgrok-2-mini-2024-08-13xAI1,308+/-452,567xAIProprietary
259DeepSeek-AIDeepSeek V2.5DeepSeek-AI1,307+/-524,572DeepSeek-AIDeepSeek
260olmo-3-32b-thinkAi21,307+/-85,682Ai2Apache 2.0
261athene-70b-0725 CC-BY-NC-4.01,306+/-619,621
262granite-4.1-8bIBM1,306+/-104,032IBMApache 2.0
263Mistralmistral-large-2411Mistral1,305+/-428,073MistralMRL
264MistralAIMagistral-Medium-2506MistralAI1,304+/-611,471MistralAIProprietary
265Google Deep MindGemma 3 - 4B (IT)Google Deep Mind1,303+/-94,171Google Deep MindGemma
266MistralAIMistral-Small-3.1-24B-Instruct-2503MistralAI1,303+/-532,623MistralAIApache 2.0
267阿里巴巴Qwen2.5-VL-72B-Instruct阿里巴巴1,303+/-439,406阿里巴巴Qwen
268Facebook 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
269Tencenthunyuan-large-visionTencent1,294+/-95,258TencentProprietary
270Facebook 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
271Amazonamazon-nova-pro-v1.0Amazon1,290+/-524,745AmazonProprietary
272Googlegemma-2-27b-itGoogle1,289+/-375,754GoogleGemma license
273jamba-1.5-large Jamba Open1,289+/-78,662
274reka-core-20240904 Proprietary1,288+/-77,312
275OpenAIGPT-4OpenAI1,287+/-554,173OpenAIProprietary
276Googlegemini-1.5-flash-001Google1,286+/-562,833GoogleProprietary
277Nvidiallama-3.1-nemotron-51b-instructNvidia1,286+/-103,749NvidiaLlama 3.1
278llama-3.1-tulu-3-70bAi21,286+/-102,846Ai2Llama 3.1
279olmo-3.1-32b-thinkAi21,286+/-78,114Ai2Apache 2.0
280ibm-granite-h-smallIBM1,285+/-85,537IBMApache 2.0
281AnthropicClaude3-SonnetAnthropic1,281+/-4109,284AnthropicProprietary
282gemma-2-9b-it-simpo MIT1,280+/-710,072
283Nvidianemotron-4-340b-instructNvidia1,277+/-519,659NvidiaNVIDIA Open Model
284Facebook 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
285Coherecommand-r-plus-08-2024Cohere1,276+/-79,866CohereCC-BY-NC-4.0
286OpenAIGPT-4OpenAI1,276+/-488,723OpenAIProprietary
287MistralAIMistral Small 24B Instruct 2501MistralAI1,274+/-614,681MistralAIApache 2.0
288智谱AIGLM4智谱AI1,273+/-79,788智谱AIProprietary
289reka-flash-20240904 Proprietary1,272+/-77,536
290阿里巴巴Qwen2.5-Coder-32B-Instruct阿里巴巴1,270+/-85,432阿里巴巴Apache 2.0
291CohereAIC4AI Aya Vision 32BCohereAI1,267+/-527,124CohereAICC-BY-NC-4.0
292Googlegemma-2-9b-itGoogle1,267+/-454,611GoogleGemma license
293DeepSeekdeepseek-coder-v2DeepSeek1,265+/-615,147DeepSeekDeepSeek License
294阿里巴巴Qwen2-72B-Instruct阿里巴巴1,261+/-537,325阿里巴巴Qianwen LICENSE
295CohereAIC4AI Command R+CohereAI1,261+/-477,554CohereAICC-BY-NC-4.0
296AnthropicClaude3-HaikuAnthropic1,261+/-4117,701AnthropicProprietary
297Amazonamazon-nova-lite-v1.0Amazon1,260+/-519,372AmazonProprietary
298Googlegemini-1.5-flash-8b-001Google1,259+/-435,558GoogleProprietary
299Microsoft AzurePhi-4-reasoningMicrosoft Azure1,256+/-524,126Microsoft AzureMIT
300olmo-2-0325-32b-instructAi21,251+/-113,334Ai2Apache-2.0
301Coherecommand-r-08-2024Cohere1,250+/-710,140CohereCC-BY-NC-4.0
302Mistralmistral-large-2402Mistral1,242+/-562,436MistralProprietary
303Amazonamazon-nova-micro-v1.0Amazon1,240+/-519,364AmazonProprietary
304jamba-1.5-mini Jamba Open1,239+/-78,858
305Mistralministral-8b-2410Mistral1,237+/-94,781MistralMRL
306Googlegemini-pro-dev-apiGoogle1,236+/-718,354GoogleProprietary
307阿里巴巴Qwen1.5-110B-Chat阿里巴巴1,234+/-626,195阿里巴巴Qianwen LICENSE
308Tencenthunyuan-standard-256kTencent1,233+/-122,728TencentProprietary
309reka-flash-21b-20240226-online Proprietary1,233+/-715,450
310阿里巴巴Qwen1.5-72B-Chat阿里巴巴1,233+/-539,302阿里巴巴Qianwen LICENSE
311MistralAIMixtral-8x22B-Instruct-v0.1MistralAI1,229+/-551,416MistralAIApache 2.0
312Coherecommand-rCohere1,226+/-554,036CohereCC-BY-NC-4.0
313reka-flash-21b-20240226 Proprietary1,226+/-624,806
314OpenAIgpt-3.5-turbo-0125OpenAI1,225+/-566,207OpenAIProprietary
315Facebook 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
316DeepMindGemini-proDeepMind1,223+/-126,390DeepMindProprietary
317CohereAIC4AI Aya Vision 8BCohereAI1,223+/-79,818CohereAICC-BY-NC-4.0
318Mistralmistral-mediumMistral1,222+/-534,550MistralProprietary
319llama-3.1-tulu-3-8bAi21,220+/-112,896Ai2Llama 3.1
320零一万物Yi-1.5-34B零一万物1,212+/-524,146零一万物
321zephyr-orpo-141b-A35b-v0.1 Apache 2.01,212+/-114,652
322Facebook 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
323Facebook 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
324OpenAIgpt-3.5-turbo-1106OpenAI1,203+/-916,619OpenAIProprietary
325Alibabaqwen1.5-32b-chatAlibaba1,203+/-621,741AlibabaQianwen LICENSE
326Googlegemma-2-2b-itGoogle1,200+/-446,616GoogleGemma license
327Microsoft AzurePhi-3-medium 14B-previewMicrosoft Azure1,197+/-525,055Microsoft AzureMIT
328Mistralmixtral-8x7b-instruct-v0.1Mistral1,197+/-473,503MistralApache 2.0
329dbrx-instruct-preview DBRX LICENSE1,195+/-632,191
330阿里巴巴Qwen1.5-14B-Chat阿里巴巴1,191+/-717,839阿里巴巴Qianwen LICENSE
331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
332DeepSeek-AIDeepSeek LLM 67B ChatDeepSeek-AI1,184+/-114,932DeepSeek-AIDeepSeek License
333WizardLM TeamWizardLM-70B-V1.0WizardLM Team1,184+/-98,214WizardLM TeamLlama 2 Community
334零一万物Yi-34B零一万物1,183+/-715,483零一万物
335granite-3.0-8b-instructIBM1,182+/-96,638IBMApache 2.0
336openchat-3.5 Apache-2.01,182+/-107,968
337Google ResearchGemma 1.1-7B-ITGoogle Research1,182+/-623,893Google ResearchGemma license
338openchat-3.5-0106 Apache-2.01,182+/-812,637
339snowflake-arctic-instruct Apache 2.01,179+/-632,832
340granite-3.1-2b-instructIBM1,178+/-113,188IBMApache 2.0
341Facebook AI研究实验室LLaMA2 70BFacebook AI研究实验室1,177+/-106,535Facebook AI研究实验室
342openhermes-2.5-mistral-7b Apache-2.01,175+/-105,006
343LM-SYSVicuna 33BLM-SYS1,172+/-622,479LM-SYS
344Microsoft AzurePhi-3-small 7BMicrosoft Azure1,171+/-617,766Microsoft AzureMIT
345starling-lm-7b-beta Apache-2.01,170+/-716,056
346Metallama-2-70b-chatMeta1,170+/-538,492MetaLlama 2 Community
347starling-lm-7b-alpha CC-BY-NC-4.01,167+/-810,224
348Metallama-3.2-3b-instructMeta1,166+/-87,936MetaLlama 3.2
349nous-hermes-2-mixtral-8x7b-dpo Apache-2.01,164+/-123,777
350阿里巴巴Qwen3-VL-2B阿里巴巴1,156+/-86,837阿里巴巴Apache 2.0
351Nvidiallama2-70b-steerlm-chatNvidia1,154+/-133,585NvidiaLlama 2 Community
352阿里巴巴QwQ-32B-Preview阿里巴巴1,154+/-113,231阿里巴巴Apache 2.0
353solar-10.7b-instruct-v1.0 CC-BY-NC-4.01,152+/-134,155
354dolphin-2.2.1-mistral-7b Apache-2.01,152+/-151,679
355mpt-30b-chat CC-BY-NC-SA-4.01,150+/-122,572
356Microsoftwizardlm-13bMicrosoft1,149+/-97,044MicrosoftLlama 2 Community
357MistralAIMistral-7B-Instruct-v0.2MistralAI1,149+/-719,402MistralAIApache-2.0
358falcon-180b-chat Falcon-180B TII License1,147+/-171,295
359阿里巴巴Qwen1.5-7B-Chat阿里巴巴1,143+/-104,737阿里巴巴Qianwen LICENSE
360Microsoft AzurePhi-3-mini 3.8BMicrosoft Azure1,143+/-612,297Microsoft AzureMIT
361vicuna-13b Llama 2 Community1,141+/-719,367
362百川智能Baichuan2-13B-Chat百川智能1,141+/-719,174百川智能Llama 2 Community
363阿里巴巴Qwen-14B-Chat阿里巴巴1,139+/-114,964阿里巴巴Qianwen LICENSE
364Google ResearchPaLM 2Google Research1,138+/-98,554Google ResearchProprietary
365Google ResearchGemma 7B - ItGoogle Research1,137+/-98,925Google ResearchGemma license
366Facebook 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
367zephyr-7b-beta MIT1,130+/-911,118
368Microsoft AzurePhi-3-mini 3.8BMicrosoft Azure1,129+/-720,685Microsoft AzureMIT
369Microsoft AzurePhi-3-mini 3.8BMicrosoft Azure1,128+/-620,118Microsoft AzureMIT
370guanaco-33b Non-commercial1,127+/-122,921
371zephyr-7b-alpha MIT1,126+/-161,785
372stripedhyena-nous-7b Apache 2.01,121+/-115,182
373Facebook 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
374Google ResearchGemma 1.1-2B-ITGoogle Research1,116+/-810,854Google ResearchGemma license
375vicuna-7b Llama 2 Community1,115+/-96,923
376smollm2-1.7b-instruct Apache 2.01,114+/-142,199
377Metallama-3.2-1b-instructMeta1,111+/-88,045MetaLlama 3.2
378MistralAIMistral 7B InstructMistralAI1,110+/-98,977MistralAIApache 2.0
379百川智能Baichuan2-7B-Chat百川智能1,107+/-714,148百川智能Llama 2 Community
380Google ResearchGemma 2B - ItGoogle Research1,093+/-114,780Google ResearchGemma license
381阿里巴巴Qwen1.5-4B-Chat阿里巴巴1,090+/-97,597阿里巴巴Qianwen LICENSE
382olmo-7b-instructAi21,073+/-116,328Ai2Apache-2.0
383达摩院Koala达摩院1,070+/-106,965达摩院
384alpaca-13b Non-commercial1,069+/-115,745
385Nomic AIGPT4All 13BNomic AI1,067+/-151,743Nomic AI
386mpt-7b-chat CC-BY-NC-SA-4.01,063+/-123,924
387智谱AIChatGLM3-6B智谱AI1,056+/-124,658智谱AI
388RWKV-4-Raven-14B Apache 2.01,042+/-114,845
389智谱AIChatGLM2-6B智谱AI1,024+/-142,658智谱AI
390oasst-pythia-12b Apache 2.01,023+/-116,310
391智谱AIChatGLM-6B智谱AI995+/-134,914智谱AI
392fastchat-t5-3b Apache 2.0992+/-124,203
393dolly-v2-12b MIT982+/-133,412
394Facebook 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
395stablelm-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