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

1,508

模型数量

394

数据版本

2026年08月21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+/-524,331AnthropicProprietary
Anthropicclaude-opus-4-6-highAnthropic1,504+/-472,359AnthropicProprietary
Anthropicclaude-opus-4-7-highAnthropic1,502+/-460,203AnthropicProprietary
4Metamuse-spark-1.2 (xHigh)Meta1,498+/-103,257MetaProprietary
5AnthropicClaude Opus 4.6Anthropic1,497+/-376,362AnthropicProprietary
6AnthropicOpus 4.7Anthropic1,494+/-461,304AnthropicProprietary
7AnthropicClaude Opus 5 (high)Anthropic1,493+/-527,610AnthropicProprietary
8Facebook AI研究实验室Muse Spark 1.1Facebook AI研究实验室1,491+/-520,242Facebook AI研究实验室Proprietary
9Googlegemini-3.7-flash-highGoogle1,490+/-85,718GoogleProprietary
10Moonshot AIKimi K3 (max)Moonshot AI1,489+/-615,054Moonshot AIKimi K3 license
11Facebook AI研究实验室Muse SparkFacebook AI研究实验室1,488+/-613,584Facebook AI研究实验室Proprietary
12AnthropicClaude Opus 5 (max)Anthropic1,487+/-613,403AnthropicProprietary
13Z.aiglm-5.3-maxZ.ai1,487+/-103,751Z.aiMIT
14Google Deep MindGemini 3.1 Pro PreviewGoogle Deep Mind1,486+/-399,182Google Deep MindProprietary
15Google Deep MindGemini 3 ProGoogle Deep Mind1,485+/-441,491Google Deep MindProprietary
16OpenAIgpt-5.6-sol-xhighOpenAI1,482+/-519,541OpenAIProprietary
17OpenAIGPT-5.5 (high)OpenAI1,482+/-459,545OpenAIProprietary
18Anthropicclaude-opus-4-8-highAnthropic1,482+/-444,676AnthropicProprietary
19阿里巴巴Qwen3.8-Max阿里巴巴1,481+/-79,955阿里巴巴Proprietary
20Googlegemini-3.6-flash-highGoogle1,481+/-518,018GoogleProprietary
21Googlegemini-3.5-flash-highGoogle1,478+/-530,004GoogleProprietary
22OpenAIGPT-5.4 (high)OpenAI1,476+/-460,708OpenAIProprietary
23OpenAIGPT-5.5OpenAI1,476+/-460,896OpenAIProprietary
24OpenAIGPT-5.2 Chat (0210)OpenAI1,476+/-434,339OpenAIProprietary
25xAIGrok 4.20 BetaxAI1,475+/-526,770xAIProprietary
26Googlegemini-3.5-flash-mediumGoogle1,474+/-528,343GoogleProprietary
27阿里巴巴Qwen3.7-Max-Preview阿里巴巴1,474+/-103,712阿里巴巴Proprietary
28OpenAIGPT-5.5 InstantOpenAI1,474+/-525,863OpenAIProprietary
29AnthropicClaude Opus 4.8Anthropic1,473+/-445,331AnthropicProprietary
30Google Deep MindGemini 3.0 FlashGoogle Deep Mind1,473+/-430,852Google Deep MindProprietary
31Anthropicclaude-opus-4-5-20251101-high-32kAnthropic1,473+/-437,198AnthropicProprietary
32AnthropicClaude Sonnet 4.6Anthropic1,472+/-466,512AnthropicProprietary
33xAIgrok-4.20-beta-0309-reasoningxAI1,472+/-462,272xAIProprietary
34Z.aiglm-5.2-maxZ.ai1,470+/-530,637Z.aiMIT
35xAIGrok 4.5xAI1,470+/-522,030xAIProprietary
36xAIgrok-4.20-multi-agent-beta-0309xAI1,470+/-460,864xAIProprietary
37AnthropicClaude Opus 4Anthropic1,469+/-370,985AnthropicProprietary
38百度ERNIE-5.1-Preview百度1,468+/-537,137百度Proprietary
39智谱AIGLM 5.1智谱AI1,468+/-442,267智谱AIMIT
40mimo-v2.5-proXiaomi1,468+/-454,177XiaomiMIT
41OpenAIGPT-5.4OpenAI1,466+/-463,659OpenAIProprietary
42xAIGrok 4.1 ThinkingxAI1,466+/-365,550xAIProprietary
43阿里巴巴Qwen3.5 Max Preview阿里巴巴1,465+/-521,484阿里巴巴Proprietary
44OpenAIgpt-5.6-terra-xhighOpenAI1,465+/-520,216OpenAIProprietary
45AnthropicClaude Sonnet 4.5 (high)Anthropic1,461+/-527,366AnthropicProprietary
46SpaceXAIgrok-4.6-highSpaceXAI1,461+/-103,473SpaceXAIProprietary
47Moonshot AIKimi K2.6Moonshot AI1,461+/-537,543Moonshot AIModified MIT
48阿里巴巴Qwen3.6-Max-Preview阿里巴巴1,460+/-85,196阿里巴巴Proprietary
49xAIGrok 4.1xAI1,459+/-367,767xAIProprietary
50DeepSeekdeepseek-v4-pro-high-20260813DeepSeek1,459+/-103,621DeepSeekMIT
51Google Deep MindGemini 3.0 Flash (minimal)Google Deep Mind1,458+/-386,359Google Deep MindProprietary
52DeepSeek-AIDeepSeek-V4-ProDeepSeek-AI1,458+/-454,263DeepSeek-AIMIT
53阿里巴巴Qwen3.7-Plus阿里巴巴1,457+/-534,426阿里巴巴Proprietary
54Google Deep MindGemini 3.5 Flash-LiteGoogle Deep Mind1,457+/-617,985Google Deep MindProprietary
55智谱AIGLM-5智谱AI1,457+/-427,850智谱AIMIT
56腾讯AI实验室Hy3腾讯AI实验室1,457+/-85,877腾讯AI实验室Apache 2.0
57字节跳动Seed团队DOLA Seed 2.0 Pro字节跳动Seed团队1,456+/-374,513字节跳动Seed团队Proprietary
58Anthropicclaude-sonnet-4-5-20250929-high-32kAnthropic1,456+/-382,473AnthropicProprietary
59DeepSeekdeepseek-v4-pro-high-previewDeepSeek1,455+/-451,642DeepSeekMIT
60AnthropicClaude Sonnet 4.5Anthropic1,455+/-380,858AnthropicProprietary
61OpenAIGPT-5.1 Pro (high)OpenAI1,455+/-440,945OpenAIProprietary
62DeepMindGemma 4 31BDeepMind1,451+/-85,899DeepMindApache 2.0
63OpenAIgpt-5.6-luna-xhighOpenAI1,451+/-520,693OpenAIProprietary
64Moonshot AIKimi K2 ThinkingMoonshot AI1,450+/-370,943Moonshot AIModified MIT
65百度ERNIE 5.0 Preview (1203)百度1,449+/-79,774百度Proprietary
66AnthropicOpus 4.1 (thinking-16k)Anthropic1,449+/-350,016AnthropicProprietary
67OpenAIGPT-5.3 ChatOpenAI1,449+/-432,832OpenAIProprietary
68mimo-v2-proXiaomi1,449+/-524,397XiaomiProprietary
69OpenAIGPT-5.4 mini (high)OpenAI1,448+/-459,502OpenAIProprietary
70AnthropicOpus 4.1Anthropic1,447+/-377,751AnthropicProprietary
71百度ERNIE 5.0 (0110)百度1,446+/-435,267百度Proprietary
72Google Deep MindGemini 2.5 ProGoogle Deep Mind1,445+/-2124,807Google Deep MindProprietary
73OpenAIGPT-4.5OpenAI1,445+/-614,547OpenAIProprietary
74阿里巴巴Qwen 3.6 Plus Preview阿里巴巴1,443+/-445,376阿里巴巴Proprietary
75OpenAIGPT-4o(2025-03-27)OpenAI1,443+/-382,766OpenAIProprietary
76MiniMaxAIMiniMax M3MiniMaxAI1,443+/-441,023MiniMaxAIMiniMax Community License
77xAIGrok 4.3 BetaxAI1,442+/-461,016xAIProprietary
78阿里巴巴Qwen3.5-397B-A17B阿里巴巴1,442+/-370,207阿里巴巴Apache 2.0
79智谱AIGLM-4.7智谱AI1,442+/-612,155智谱AIMIT
80InklingThinking Machines Lab1,440+/-518,488Thinking Machines LabApache 2.0
81Alibabaqwen3.8-27bAlibaba1,440+/-103,205AlibabaApache 2.0
82OpenAIGPT-5.1OpenAI1,439+/-443,653OpenAIProprietary
83DeepSeekdeepseek-v4-flash-high-previewDeepSeek1,438+/-448,679DeepSeekMIT
84DeepMindGemma 4 26B A4BDeepMind1,438+/-85,809DeepMindApache 2.0
85OpenAIGPT-5.2 Pro (high)OpenAI1,438+/-447,920OpenAIProprietary
86DeepSeek-AIDeepSeek-V4-FlashDeepSeek-AI1,436+/-449,001DeepSeek-AIMIT
87Meituanlongcat-flash-chat-2602-expMeituan1,435+/-527,982MeituanProprietary
88OpenAIGPT-5.2OpenAI1,435+/-379,397OpenAIProprietary
89阿里巴巴Qwen3 Max (Preview)阿里巴巴1,434+/-427,838阿里巴巴Proprietary
90OpenAIGPT-5-Pro (high)OpenAI1,434+/-432,081OpenAIProprietary
91mimo-v2.5Xiaomi1,434+/-444,557XiaomiMIT
92智谱AIGLM-5V-Turbo智谱AI1,433+/-79,380智谱AIProprietary
93Google Deep MindGemini 3.1 Flash-LiteGoogle Deep Mind1,432+/-460,594Google Deep MindProprietary
94Moonshot AIKimi K2.5 InstantMoonshot AI1,431+/-78,186Moonshot AIModified MIT
95OpenAIOpenAI o3OpenAI1,431+/-459,888OpenAIProprietary
96xAIGrok 4.1 Fast (fast-reasoning)xAI1,431+/-356,768xAIProprietary
97mimo-v2-omniXiaomi1,430+/-619,434XiaomiProprietary
98Moonshot AIKimi K2 Thinking (thinking-turbo)Moonshot AI1,430+/-362,107Moonshot AIModified MIT
99MistralAIMistral Medium 3.5MistralAI1,427+/-711,009MistralAIModified MIT
100OpenAIGPT-5.2 Chat (0210)OpenAI1,427+/-431,681OpenAIProprietary
101Metamuse-glimmerMeta1,426+/-103,718MetaApache-2.0
102NVIDIANemotron 3 UltraNVIDIA1,426+/-710,700NVIDIAOpenMDW-1.1
103Amazonamazon-nova-experimental-chat-26-02-10Amazon1,426+/-103,409AmazonProprietary
104DeepSeek-AIDeepSeek V3.2DeepSeek-AI1,425+/-447,295DeepSeek-AIMIT
105AnthropicClaude Opus 4 (thinking-16k)Anthropic1,425+/-436,987AnthropicProprietary
106DeepSeek-AIDeepSeek V3.2-Exp (thinking)DeepSeek-AI1,425+/-79,109DeepSeek-AIMIT
107智谱AIGLM-4.6智谱AI1,424+/-435,830智谱AIMIT
108Alibabaqwen3-max-2025-09-23Alibaba1,424+/-69,195AlibabaProprietary
109阿里巴巴Qwen3-235B-A22B-2507阿里巴巴1,423+/-397,398阿里巴巴Apache 2.0
110DeepSeek-AIDeepSeek V3.2-Exp (thinking)DeepSeek-AI1,423+/-441,123DeepSeek-AIMIT
111DeepSeek-AIDeepSeek V3.2-ExpDeepSeek-AI1,423+/-611,982DeepSeek-AIMIT
112DeepSeek-AIDeepSeek-R1-0528DeepSeek-AI1,422+/-618,492DeepSeek-AIMIT
113xAIGrok 4 FastxAI1,420+/-86,833xAIProprietary
114百度ERNIE 5.0百度1,418+/-94,737百度Proprietary
115Moonshot AIKimi K2Moonshot AI1,418+/-527,722Moonshot AIModified MIT
116Moonshot AIKimi K2 0905Moonshot AI1,418+/-611,807Moonshot AIModified MIT
117DeepSeek-AIDeepSeek-V3.1DeepSeek-AI1,417+/-615,002DeepSeek-AIMIT
118DeepSeek-AIDeepSeek-V3.1 Terminus (thinking)DeepSeek-AI1,417+/-103,470DeepSeek-AIMIT
119阿里巴巴Qwen3.5-122B-A10B阿里巴巴1,417+/-428,413阿里巴巴Apache 2.0
120DeepSeek-AIDeepSeek-V3.1 (thinking)DeepSeek-AI1,416+/-711,786DeepSeek-AIMIT
121MiniMaxAIMiniMax-M2.7MiniMaxAI1,416+/-462,076MiniMaxAIModified MIT
122Amazonamazon-nova-experimental-chat-26-01-10Amazon1,415+/-103,415AmazonProprietary
123DeepSeek-AIDeepSeek-V3.1 TerminusDeepSeek-AI1,415+/-103,700DeepSeek-AIMIT
124阿里巴巴Qwen3-VL-235B-A22B-Instruct阿里巴巴1,414+/-611,556阿里巴巴Apache 2.0
125MistralAIMistral Large 3MistralAI1,414+/-362,644MistralAIApache 2.0
126OpenAIGPT-4.1OpenAI1,414+/-451,118OpenAIProprietary
127AnthropicHaiku 4.5Anthropic1,413+/-3122,469AnthropicProprietary
128AnthropicClaude Opus 4Anthropic1,413+/-444,326AnthropicProprietary
129Tencenthunyuan-hy3-previewTencent1,412+/-86,617Tencenttencent-hunyuan-community
130xAIGrok 3xAI1,411+/-432,941xAIProprietary
131智谱AIGLM-4.5智谱AI1,411+/-524,403智谱AIMIT
132Google Deep MindGemini 2.5 FlashGoogle Deep Mind1,410+/-2124,731Google Deep MindProprietary
133xAIGrok 4xAI1,409+/-441,530xAIProprietary
134MistralAIMagistral-Medium-2506MistralAI1,409+/-394,016MistralAIProprietary
135阿里巴巴Qwen3.5-27B阿里巴巴1,408+/-427,282阿里巴巴Apache 2.0
136Inkling SmallThinky1,405+/-611,455ThinkyApache 2.0
137Google Deep MindGemini 2.5 Flash-Preview-09-2025Google Deep Mind1,404+/-433,064Google Deep MindProprietary
138xAIGrok 4 Fast (fast-reasoning)xAI1,404+/-518,811xAIProprietary
139Alibabaqwen3-235b-a22b-no-thinkingAlibaba1,402+/-538,267AlibabaApache 2.0
140OpenAIOpenAI o1OpenAI1,402+/-427,807OpenAIProprietary
141OpenAIGPT-5.4 nano (high)OpenAI1,402+/-458,551OpenAIProprietary
142Meituanlongcat-flash-chatMeituan1,401+/-611,426MeituanMIT
143阿里巴巴Qwen3-Next阿里巴巴1,401+/-523,000阿里巴巴Apache 2.0
144AnthropicClaude Sonnet 4 (thinking-32k)Anthropic1,400+/-435,220AnthropicProprietary
145Alibabaqwen3-235b-a22b-thinking-2507Alibaba1,399+/-79,014AlibabaApache 2.0
146DeepSeek-AIDeepSeek-R1DeepSeek-AI1,398+/-518,524DeepSeek-AIMIT
147StepFunAIStep 3.5 FlashStepFunAI1,397+/-458,319StepFunAIProprietary
148DeepSeek-AIDeepSeek-V3-0324DeepSeek-AI1,396+/-445,595DeepSeek-AIMIT
149阿里巴巴Qwen3.5-35B-A3B阿里巴巴1,395+/-429,097阿里巴巴Apache 2.0
150Tencenthunyuan-vision-1.5-thinkingTencent1,395+/-122,232TencentProprietary
151阿里巴巴Qwen3-VL-235B-A22B-Instruct (thinking)阿里巴巴1,395+/-77,986阿里巴巴Apache 2.0
152StepFunAIStep 3.5 FlashStepFunAI1,394+/-457,417StepFunAIApache 2.0
153Amazonamazon-nova-experimental-chat-12-10Amazon1,393+/-103,703AmazonProprietary
154mimo-v2-flash (non-thinking)Xiaomi1,392+/-446,603XiaomiMIT
155MiniMaxAIMiniMax M2.5MiniMaxAI1,390+/-441,032MiniMaxAIModified MIT
156OpenAIOpenAI o4 - miniOpenAI1,390+/-445,538OpenAIProprietary
157OpenAIGPT-5-mini (high)OpenAI1,390+/-527,140OpenAIProprietary
158AnthropicClaude Sonnet 4Anthropic1,390+/-440,417AnthropicProprietary
159OpenAIOpenAI o1OpenAI1,389+/-531,122OpenAIProprietary
160AnthropicClaude3-Sonnet (thinking-32k)Anthropic1,388+/-438,871AnthropicProprietary
161阿里巴巴Qwen3-Coder-480B-A35B阿里巴巴1,388+/-525,788阿里巴巴Apache 2.0
162Mistralmistral-medium-2505Mistral1,387+/-533,270MistralProprietary
163腾讯AI实验室Hunyuan-T1腾讯AI实验室1,387+/-94,716腾讯AI实验室Proprietary
164mimo-v2-flash (thinking)Xiaomi1,386+/-610,982XiaomiMIT
165MiniMaxAIM2.1MiniMaxAI1,384+/-517,151MiniMaxAIMIT
166阿里巴巴Qwen3-30B-A3B-2507阿里巴巴1,383+/-523,828阿里巴巴Apache 2.0
167OpenAIGPT-4.1 miniOpenAI1,383+/-439,399OpenAIProprietary
168Tencenthunyuan-turbos-20250416Tencent1,383+/-610,737TencentProprietary
169Google Deep MindGemini 2.5 Flash-Lite-Preview-09-2025 (no-thinking)Google Deep Mind1,380+/-347,448Google Deep MindProprietary
170trinity-large-preview Apache 2.01,379+/-429,896
171智谱AIGLM-4.6V智谱AI1,377+/-112,817智谱AIMIT
172solar-pro4Upstage1,376+/-122,444UpstageProprietary
173阿里巴巴Qwen3-235B-A22B阿里巴巴1,375+/-526,331阿里巴巴Apache 2.0
174Google Deep MindGemini 2.5 Flash-Lite (thinking)Google Deep Mind1,375+/-533,013Google Deep MindProprietary
175阿里巴巴Qwen2.5-Max阿里巴巴1,374+/-432,628阿里巴巴Proprietary
176AnthropicClaude 3.5 SonnetAnthropic1,374+/-388,397AnthropicProprietary
177智谱AIGLM-4.5-Air智谱AI1,373+/-431,190智谱AIMIT
178AnthropicClaude3-SonnetAnthropic1,372+/-443,234AnthropicProprietary
179trinity-large-thinking Apache 2.01,369+/-528,994
180阿里巴巴Qwen3-Next (thinking)阿里巴巴1,369+/-613,749阿里巴巴Apache 2.0
181智谱AIGLM-4.7-Flash智谱AI1,367+/-611,747智谱AIMIT
182Google Deep MindGemma 3 - 27B (IT)Google Deep Mind1,366+/-447,563Google Deep MindGemma
183Amazonamazon-nova-experimental-chat-11-10Amazon1,366+/-425,430AmazonProprietary
184OpenAIOpenAI o3-mini (high)OpenAI1,364+/-518,589OpenAIProprietary
185MiniMaxminimax-m1MiniMax1,363+/-435,247MiniMaxApache 2.0
186OpenAIOpenAI o3-mini (high)OpenAI1,362+/-517,016OpenAIProprietary
187Nvidianvidia-nemotron-3-super-120b-a12bNvidia1,360+/-77,535NvidiaNVIDIA Open Model
188DeepMindGemini 2.0 Flash ExperimentalDeepMind1,360+/-443,793DeepMindProprietary
189DeepSeek-AIDeepSeek-V3DeepSeek-AI1,358+/-521,770DeepSeek-AIDeepSeek
190MistralAIMistral-Small-3.2MistralAI1,357+/-517,767MistralAIApache 2.0
191xAIgrok-3-mini-betaxAI1,356+/-522,775xAIProprietary
192intellect-3 MIT1,356+/-85,362
193CohereAIC4AI Command A (202503)CohereAI1,354+/-356,404CohereAICC-BY-NC-4.0
194DeepMindGemini 2.0 Flash-LiteDeepMind1,354+/-424,955DeepMindProprietary
195智谱AIGLM-4.5V智谱AI1,353+/-84,968智谱AIMIT
196OpenAIGPT OSS 120BOpenAI1,352+/-430,761OpenAIApache 2.0
197Google Deep MindGemini 1.5 ProGoogle Deep Mind1,351+/-355,606Google Deep MindProprietary
198Amazonamazon-nova-experimental-chat-10-20Amazon1,349+/-611,531AmazonProprietary
199Tencenthunyuan-turbos-20250226Tencent1,349+/-122,220TencentProprietary
200Nvidianvidia-nemotron-3.5-lightning-30b-a3b-nvfp4Nvidia1,348+/-113,392NvidiaOpenMDW-1.1
201StepFunAIStep3StepFunAI1,348+/-76,558StepFunAIApache 2.0
202OpenAIOpenAI o3-miniOpenAI1,348+/-457,440OpenAIProprietary
203Nvidiallama-3.1-nemotron-ultra-253b-v1Nvidia1,347+/-122,549NvidiaNvidia Open Model
204Amazonamazon-nova-experimental-chat-10-09Amazon1,347+/-112,836AmazonProprietary
205阿里巴巴Qwen3-32B阿里巴巴1,347+/-93,926阿里巴巴Apache 2.0
206AImercury-2 InceptionAI1,347+/-113,122AIProprietary
207Alibabaqwen-plus-0125Alibaba1,346+/-85,819AlibabaProprietary
208OpenAIGPT-4oOpenAI1,346+/-3112,881OpenAIProprietary
209ling-flash-2.0 AntGroup1,346+/-77,033GroupMIT
210MiniMaxAIMiniMax M2MiniMaxAI1,346+/-86,903MiniMaxAIApache 2.0
211Nvidianvidia-llama-3.3-nemotron-super-49b-v1.5Nvidia1,343+/-103,359NvidiaNvidia Open
212AnthropicClaude 3.5 SonnetAnthropic1,343+/-382,419AnthropicProprietary
213glm-4-plus-0111Zhipu1,343+/-85,760ZhipuProprietary
214Google Deep MindGemma 3 - 12B (IT)Google Deep Mind1,342+/-103,829Google Deep MindGemma
215Tencenthunyuan-turbo-0110Tencent1,341+/-122,290TencentProprietary
216OpenAIGPT-5-Nano (high)OpenAI1,337+/-78,292OpenAIProprietary
217OpenAIOpenAI o1-miniOpenAI1,337+/-451,981OpenAIProprietary
218Googlegemini-advanced-0514Google1,336+/-550,148GoogleProprietary
219xAIGrok 2xAI1,336+/-463,498xAIProprietary
220阿里巴巴QwQ-32B阿里巴巴1,336+/-425,443阿里巴巴Apache 2.0
221亚马逊Nova 2 Lite亚马逊1,336+/-612,294亚马逊Proprietary
222OpenAIGPT-4oOpenAI1,335+/-445,499OpenAIProprietary
223Metallama-3.1-405b-instruct-bf16Meta1,335+/-441,375MetaLlama 3.1 Community
224StepFunstep-2-16k-exp-202412StepFun1,334+/-94,833StepFunProprietary
225Metallama-3.1-405b-instruct-fp8Meta1,333+/-459,656MetaLlama 3.1 Community
226molmo-2-8bAi21,330+/-21802Ai2Apache 2.0
227olmo-3.1-32b-instructAi21,329+/-612,268Ai2Apache 2.0
228yi-lightning Proprietary1,328+/-527,332
229Nvidiallama-3.3-nemotron-49b-super-v1Nvidia1,328+/-122,218NvidiaNvidia
230Facebook AI研究实验室Llama 4 Maverick InstructFacebook AI研究实验室1,327+/-440,038Facebook AI研究实验室Llama 4
231阿里巴巴Qwen3-30B-A3B阿里巴巴1,327+/-526,549阿里巴巴Apache 2.0
232Tencenthunyuan-large-2025-02-10Tencent1,326+/-103,738TencentProprietary
233OpenAIgpt-4-turbo-2024-04-09OpenAI1,324+/-498,114OpenAIProprietary
234AnthropicClaude 3.5 HaikuAnthropic1,324+/-370,041AnthropicProprietary
235Google Deep MindGemini 1.5 ProGoogle Deep Mind1,324+/-479,138Google Deep MindProprietary
236DeepSeekdeepseek-v2.5-1210DeepSeek1,323+/-86,795DeepSeekDeepSeek
237Facebook AI研究实验室Llama 4 Scout InstructFacebook AI研究实验室1,322+/-530,378Facebook AI研究实验室Llama
238OpenAIGPT-4.1 nanoOpenAI1,322+/-86,103OpenAIProprietary
239AnthropicClaude3-OpusAnthropic1,322+/-3194,909AnthropicProprietary
240ring-flash-2.0 AntGroup1,320+/-77,160GroupMIT
241StepFunstep-1o-turbo-202506StepFun1,320+/-79,027StepFunProprietary
242glm-4-plusZhipu AI1,319+/-526,126Zhipu AIProprietary
243Facebook AI研究实验室Llama3.3-70B-InstructFacebook AI研究实验室1,318+/-354,774Facebook AI研究实验室Llama-3.3
244Google Deep MindGemma-3n-E4BGoogle Deep Mind1,318+/-522,624Google Deep MindGemma
245Alibabaqwen-max-0919Alibaba1,318+/-616,478AlibabaQwen
246OpenAIGPT-4o miniOpenAI1,318+/-468,715OpenAIProprietary
247OpenAIGPT OSS 20BOpenAI1,318+/-610,669OpenAIApache 2.0
248Nvidianvidia-nemotron-3-nano-30b-a3b-bf16Nvidia1,315+/-615,581NvidiaNVIDIA Open Model
249Alibabaqwen2.5-plus-1127Alibaba1,315+/-610,187AlibabaProprietary
250Mistralmistral-large-2407Mistral1,314+/-445,459MistralMistral Research
251athene-v2-chat NexusFlow1,314+/-524,739
252OpenAIGPT-4OpenAI1,313+/-493,439OpenAIProprietary
253OpenAIGPT-4OpenAI1,313+/-4100,105OpenAIProprietary
254Tencenthunyuan-standard-2025-02-10Tencent1,311+/-103,904TencentProprietary
255Googlegemini-1.5-flash-002Google1,309+/-434,902GoogleProprietary
256xAIgrok-2-mini-2024-08-13xAI1,308+/-452,567xAIProprietary
257DeepSeek-AIDeepSeek V2.5DeepSeek-AI1,307+/-524,572DeepSeek-AIDeepSeek
258athene-70b-0725 CC-BY-NC-4.01,307+/-619,621
259AImercury InceptionAI1,306+/-141,972AIProprietary
260granite-4.1-8bIBM1,306+/-104,034IBMApache 2.0
261Mistralmistral-large-2411Mistral1,305+/-428,073MistralMRL
262olmo-3-32b-thinkAi21,305+/-85,968Ai2Apache 2.0
263MistralAIMagistral-Medium-2506MistralAI1,304+/-611,665MistralAIProprietary
264MistralAIMistral-Small-3.1-24B-Instruct-2503MistralAI1,304+/-533,293MistralAIApache 2.0
265Google Deep MindGemma 3 - 4B (IT)Google Deep Mind1,303+/-94,171Google Deep MindGemma
266阿里巴巴Qwen2.5-VL-72B-Instruct阿里巴巴1,303+/-439,406阿里巴巴Qwen
267Facebook 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
268Tencenthunyuan-large-visionTencent1,294+/-95,379TencentProprietary
269Facebook 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
270Amazonamazon-nova-pro-v1.0Amazon1,290+/-524,745AmazonProprietary
271jamba-1.5-large Jamba Open1,289+/-78,662
272Googlegemma-2-27b-itGoogle1,289+/-375,754GoogleGemma license
273reka-core-20240904 Proprietary1,288+/-77,312
274OpenAIGPT-4OpenAI1,287+/-554,173OpenAIProprietary
275ibm-granite-h-smallIBM1,287+/-85,714IBMApache 2.0
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-thinkAi21,285+/-78,544Ai2Apache 2.0
280AnthropicClaude3-SonnetAnthropic1,281+/-4109,284AnthropicProprietary
281gemma-2-9b-it-simpo MIT1,280+/-710,072
282Nvidianemotron-4-340b-instructNvidia1,277+/-519,659NvidiaNVIDIA Open Model
283Facebook 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
284Coherecommand-r-plus-08-2024Cohere1,276+/-79,866CohereCC-BY-NC-4.0
285OpenAIGPT-4OpenAI1,276+/-488,723OpenAIProprietary
286MistralAIMistral Small 24B Instruct 2501MistralAI1,274+/-614,681MistralAIApache 2.0
287智谱AIGLM4智谱AI1,273+/-79,788智谱AIProprietary
288reka-flash-20240904 Proprietary1,272+/-77,536
289阿里巴巴Qwen2.5-Coder-32B-Instruct阿里巴巴1,271+/-85,432阿里巴巴Apache 2.0
290CohereAIC4AI Aya Vision 32BCohereAI1,267+/-527,124CohereAICC-BY-NC-4.0
291Googlegemma-2-9b-itGoogle1,267+/-454,611GoogleGemma license
292DeepSeekdeepseek-coder-v2DeepSeek1,265+/-615,147DeepSeekDeepSeek License
293阿里巴巴Qwen2-72B-Instruct阿里巴巴1,262+/-537,325阿里巴巴Qianwen LICENSE
294CohereAIC4AI Command R+CohereAI1,261+/-477,554CohereAICC-BY-NC-4.0
295AnthropicClaude3-HaikuAnthropic1,261+/-4117,701AnthropicProprietary
296Amazonamazon-nova-lite-v1.0Amazon1,260+/-519,372AmazonProprietary
297Googlegemini-1.5-flash-8b-001Google1,259+/-435,558GoogleProprietary
298Microsoft AzurePhi-4-reasoningMicrosoft Azure1,256+/-524,126Microsoft AzureMIT
299olmo-2-0325-32b-instructAi21,251+/-113,334Ai2Apache-2.0
300Coherecommand-r-08-2024Cohere1,250+/-710,140CohereCC-BY-NC-4.0
301Mistralmistral-large-2402Mistral1,242+/-562,436MistralProprietary
302Amazonamazon-nova-micro-v1.0Amazon1,241+/-519,364AmazonProprietary
303jamba-1.5-mini Jamba Open1,240+/-78,858
304Mistralministral-8b-2410Mistral1,238+/-94,781MistralMRL
305Googlegemini-pro-dev-apiGoogle1,236+/-718,354GoogleProprietary
306阿里巴巴Qwen1.5-110B-Chat阿里巴巴1,234+/-626,195阿里巴巴Qianwen LICENSE
307reka-flash-21b-20240226-online Proprietary1,233+/-715,450
308Tencenthunyuan-standard-256kTencent1,233+/-122,728TencentProprietary
309阿里巴巴Qwen1.5-72B-Chat阿里巴巴1,233+/-539,302阿里巴巴Qianwen LICENSE
310MistralAIMixtral-8x22B-Instruct-v0.1MistralAI1,229+/-551,416MistralAIApache 2.0
311Coherecommand-rCohere1,227+/-554,036CohereCC-BY-NC-4.0
312reka-flash-21b-20240226 Proprietary1,227+/-624,806
313OpenAIgpt-3.5-turbo-0125OpenAI1,225+/-566,207OpenAIProprietary
314Facebook 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
315DeepMindGemini-proDeepMind1,223+/-126,390DeepMindProprietary
316CohereAIC4AI Aya Vision 8BCohereAI1,223+/-79,818CohereAICC-BY-NC-4.0
317Mistralmistral-mediumMistral1,222+/-534,550MistralProprietary
318llama-3.1-tulu-3-8bAi21,220+/-112,896Ai2Llama 3.1
319零一万物Yi-1.5-34B零一万物1,213+/-524,146零一万物
320zephyr-orpo-141b-A35b-v0.1 Apache 2.01,213+/-114,652
321Facebook 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
322Facebook 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
323Alibabaqwen1.5-32b-chatAlibaba1,204+/-621,741AlibabaQianwen LICENSE
324OpenAIgpt-3.5-turbo-1106OpenAI1,204+/-916,619OpenAIProprietary
325Googlegemma-2-2b-itGoogle1,200+/-446,616GoogleGemma license
326Microsoft AzurePhi-3-medium 14B-previewMicrosoft Azure1,198+/-525,055Microsoft AzureMIT
327Mistralmixtral-8x7b-instruct-v0.1Mistral1,197+/-473,503MistralApache 2.0
328dbrx-instruct-preview DBRX LICENSE1,195+/-632,191
329阿里巴巴Qwen1.5-14B-Chat阿里巴巴1,191+/-717,839阿里巴巴Qianwen LICENSE
330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
331DeepSeek-AIDeepSeek LLM 67B ChatDeepSeek-AI1,184+/-114,932DeepSeek-AIDeepSeek License
332WizardLM TeamWizardLM-70B-V1.0WizardLM Team1,184+/-98,214WizardLM TeamLlama 2 Community
333零一万物Yi-34B零一万物1,183+/-715,483零一万物
334granite-3.0-8b-instructIBM1,183+/-96,638IBMApache 2.0
335openchat-3.5 Apache-2.01,183+/-107,968
336openchat-3.5-0106 Apache-2.01,182+/-812,637
337Google ResearchGemma 1.1-7B-ITGoogle Research1,182+/-623,893Google ResearchGemma license
338snowflake-arctic-instruct Apache 2.01,180+/-632,832
339granite-3.1-2b-instructIBM1,179+/-113,188IBMApache 2.0
340Facebook AI研究实验室LLaMA2 70BFacebook AI研究实验室1,177+/-106,535Facebook AI研究实验室
341openhermes-2.5-mistral-7b Apache-2.01,176+/-105,006
342LM-SYSVicuna 33BLM-SYS1,173+/-622,479LM-SYS
343starling-lm-7b-beta Apache-2.01,171+/-716,056
344Microsoft AzurePhi-3-small 7BMicrosoft Azure1,171+/-617,766Microsoft AzureMIT
345Metallama-2-70b-chatMeta1,170+/-538,492MetaLlama 2 Community
346starling-lm-7b-alpha CC-BY-NC-4.01,167+/-810,224
347Metallama-3.2-3b-instructMeta1,167+/-87,936MetaLlama 3.2
348nous-hermes-2-mixtral-8x7b-dpo Apache-2.01,164+/-123,777
349阿里巴巴Qwen3-VL-2B阿里巴巴1,156+/-86,837阿里巴巴Apache 2.0
350阿里巴巴QwQ-32B-Preview阿里巴巴1,154+/-113,231阿里巴巴Apache 2.0
351Nvidiallama2-70b-steerlm-chatNvidia1,154+/-133,585NvidiaLlama 2 Community
352solar-10.7b-instruct-v1.0 CC-BY-NC-4.01,152+/-134,155
353dolphin-2.2.1-mistral-7b Apache-2.01,152+/-151,679
354mpt-30b-chat CC-BY-NC-SA-4.01,150+/-122,572
355Microsoftwizardlm-13bMicrosoft1,149+/-97,044MicrosoftLlama 2 Community
356MistralAIMistral-7B-Instruct-v0.2MistralAI1,149+/-719,402MistralAIApache-2.0
357falcon-180b-chat Falcon-180B TII License1,148+/-171,295
358阿里巴巴Qwen1.5-7B-Chat阿里巴巴1,144+/-104,737阿里巴巴Qianwen LICENSE
359Microsoft AzurePhi-3-mini 3.8BMicrosoft Azure1,143+/-612,297Microsoft AzureMIT
360百川智能Baichuan2-13B-Chat百川智能1,141+/-719,174百川智能Llama 2 Community
361vicuna-13b Llama 2 Community1,141+/-719,367
362阿里巴巴Qwen-14B-Chat阿里巴巴1,139+/-114,964阿里巴巴Qianwen LICENSE
363Google ResearchPaLM 2Google Research1,139+/-98,554Google ResearchProprietary
364Google ResearchGemma 7B - ItGoogle Research1,137+/-98,925Google ResearchGemma license
365Facebook AI研究实验室CodeLLaMA-34BFacebook AI研究实验室1,137+/-97,366Facebook AI研究实验室Llama 2 Community
366zephyr-7b-beta MIT1,131+/-911,118
367Microsoft AzurePhi-3-mini 3.8BMicrosoft Azure1,129+/-720,685Microsoft AzureMIT
368Microsoft AzurePhi-3-mini 3.8BMicrosoft Azure1,128+/-620,118Microsoft AzureMIT
369guanaco-33b Non-commercial1,127+/-122,921
370zephyr-7b-alpha MIT1,127+/-161,785
371stripedhyena-nous-7b Apache 2.01,121+/-115,182
372Facebook 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
373Google ResearchGemma 1.1-2B-ITGoogle Research1,116+/-810,854Google ResearchGemma license
374vicuna-7b Llama 2 Community1,115+/-96,923
375smollm2-1.7b-instruct Apache 2.01,114+/-142,199
376Metallama-3.2-1b-instructMeta1,111+/-88,045MetaLlama 3.2
377MistralAIMistral 7B InstructMistralAI1,110+/-98,977MistralAIApache 2.0
378百川智能Baichuan2-7B-Chat百川智能1,108+/-714,148百川智能Llama 2 Community
379Google ResearchGemma 2B - ItGoogle Research1,093+/-114,780Google ResearchGemma license
380阿里巴巴Qwen1.5-4B-Chat阿里巴巴1,091+/-97,597阿里巴巴Qianwen LICENSE
381olmo-7b-instructAi21,073+/-116,328Ai2Apache-2.0
382达摩院Koala达摩院1,071+/-106,965达摩院
383alpaca-13b Non-commercial1,069+/-115,745
384Nomic AIGPT4All 13BNomic AI1,067+/-151,743Nomic AI
385mpt-7b-chat CC-BY-NC-SA-4.01,063+/-123,924
386智谱AIChatGLM3-6B智谱AI1,056+/-124,658智谱AI
387RWKV-4-Raven-14B Apache 2.01,042+/-114,845
388智谱AIChatGLM2-6B智谱AI1,024+/-142,658智谱AI
389oasst-pythia-12b Apache 2.01,023+/-116,310
390智谱AIChatGLM-6B智谱AI995+/-134,914智谱AI
391fastchat-t5-3b Apache 2.0992+/-124,203
392dolly-v2-12b MIT982+/-133,412
393Facebook 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
394stablelm-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