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

gemini-4-argon-high

最高得分

1,525

模型数量

410

数据版本

2026年09月30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
Googlegemini-4-argon-highGoogle1,525+/-94,942GoogleProprietary
AnthropicClaude Opus 4.6 (high)Anthropic1,505+/-377,193AnthropicProprietary
Anthropicclaude-fable-5-highAnthropic1,505+/-437,900AnthropicProprietary
4Anthropicclaude-opus-5.5-highAnthropic1,504+/-103,932AnthropicProprietary
5AnthropicOpus 4.7 (high)Anthropic1,502+/-464,607AnthropicProprietary
6AnthropicClaude Fable 5.1 (max)Anthropic1,501+/-711,241AnthropicProprietary
7AnthropicClaude Opus 4.6Anthropic1,497+/-381,769AnthropicProprietary
8Metamuse-spark-1.3-maxMeta1,495+/-611,698MetaProprietary
9AnthropicOpus 4.7Anthropic1,494+/-465,705AnthropicProprietary
10Facebook AI研究实验室Muse Spark 1.2 (xhigh)Facebook AI研究实验室1,494+/-103,833Facebook AI研究实验室Proprietary
11Googlegemini-3.8-flash-highGoogle1,494+/-524,828GoogleProprietary
12Facebook AI研究实验室Muse Spark 1.1Facebook AI研究实验室1,492+/-436,558Facebook AI研究实验室Proprietary
13AnthropicClaude Opus 5 (high)Anthropic1,491+/-458,380AnthropicProprietary
14AnthropicClaude Opus 5 (max)Anthropic1,489+/-528,351AnthropicProprietary
15Facebook AI研究实验室Muse SparkFacebook AI研究实验室1,489+/-614,128Facebook AI研究实验室Proprietary
16Googlegemini-3.7-flash-highGoogle1,488+/-520,851GoogleProprietary
17Moonshot AIKimi K3 (max)Moonshot AI1,488+/-527,719Moonshot AIKimi K3 license
18Google DeepMindGemini 3.1 Pro PreviewGoogle DeepMind1,487+/-3121,225Google DeepMindProprietary
19Google DeepMindGemini 3 ProGoogle DeepMind1,485+/-441,910Google DeepMindProprietary
20OpenAIGPT-5.6 Sol (xhigh)OpenAI1,484+/-436,002OpenAIProprietary
21Googlegemini-3.6-flash-highGoogle1,483+/-435,640GoogleProprietary
22OpenAIGPT-5.5 (high)OpenAI1,481+/-469,312OpenAIProprietary
23AnthropicClaude Opus 4.8 (high)Anthropic1,481+/-463,577AnthropicProprietary
24阿里巴巴Qwen3.8-Max阿里巴巴1,481+/-522,809阿里巴巴Proprietary
25mimo-v2.6-proXiaomi1,480+/-94,074XiaomiMIT
26Z.aiglm-5.3-maxZ.ai1,479+/-617,268Z.aiMIT
27Googlegemini-3.5-flash-highGoogle1,477+/-447,981GoogleProprietary
28OpenAIGPT-5.5OpenAI1,477+/-470,894OpenAIProprietary
29Googlegemini-3.5-flash-mediumGoogle1,476+/-446,735GoogleProprietary
30OpenAIgpt-6-astra-maxOpenAI1,476+/-78,565OpenAIProprietary
31OpenAIGPT-5.2 Chat (0210)OpenAI1,476+/-435,943OpenAIProprietary
32Z.aiglm-5.2-maxZ.ai1,475+/-444,949Z.aiMIT
33OpenAIGPT-5.4 (high)OpenAI1,475+/-464,648OpenAIProprietary
34xAIGrok 4.20 BetaxAI1,475+/-527,840xAIProprietary
35阿里巴巴Qwen3.7-Max-Preview阿里巴巴1,475+/-103,924阿里巴巴Proprietary
36AnthropicClaude Opus 4.8Anthropic1,475+/-464,711AnthropicProprietary
37AnthropicOpus 4.5Anthropic1,474+/-437,446AnthropicProprietary
38Z.aiglm-5.3-flashZ.ai1,474+/-521,644Z.aiMIT
39OpenAIGPT-5.5 InstantOpenAI1,473+/-527,101OpenAIProprietary
40DeepSeekdeepseek-v4.1-flash-maxDeepSeek1,473+/-78,125DeepSeekMIT
41Google DeepMindGemini 3.0 FlashGoogle DeepMind1,473+/-431,255Google DeepMindProprietary
42AnthropicClaude Sonnet 4.6Anthropic1,472+/-470,828AnthropicProprietary
43xAIgrok-4.20-beta-0309-reasoningxAI1,472+/-466,372xAIProprietary
44xAIgrok-4.20-multi-agent-beta-0309xAI1,471+/-464,838xAIProprietary
45AnthropicClaude Opus 4Anthropic1,470+/-372,799AnthropicProprietary
46百度ERNIE-5.1-Preview百度1,468+/-539,421百度Proprietary
47mimo-v2.5-proXiaomi1,467+/-470,317XiaomiMIT
48xAIGrok 4.5xAI1,466+/-439,339xAIProprietary
49xAIGrok 4.1 ThinkingxAI1,465+/-366,373xAIProprietary
50OpenAIGPT-5.6 Terra (xhigh)OpenAI1,465+/-437,056OpenAIProprietary
51OpenAIGPT-5.4OpenAI1,465+/-467,753OpenAIProprietary
52阿里巴巴Qwen3.5 Max Preview阿里巴巴1,465+/-522,566阿里巴巴Proprietary
53智谱AIGLM 5.1智谱AI1,465+/-457,877智谱AIMIT
54DeepSeekdeepseek-v4-pro-high-20260813DeepSeek1,464+/-79,825DeepSeekMIT
55AnthropicClaude Sonnet 4.5 (high)Anthropic1,462+/-445,191AnthropicProprietary
56Moonshot AIKimi K2.6Moonshot AI1,461+/-439,950Moonshot AIModified MIT
57阿里巴巴Qwen3.6-Max-Preview阿里巴巴1,460+/-85,408阿里巴巴Proprietary
58xAIGrok 4.1xAI1,459+/-368,498xAIProprietary
59Google DeepMindGemini 3.0 Flash (minimal)Google DeepMind1,458+/-390,888Google DeepMindProprietary
60DeepSeek-AIDeepSeek-V4-ProDeepSeek-AI1,458+/-457,549DeepSeek-AIMIT
61智谱AIGLM-5智谱AI1,458+/-429,203智谱AIMIT
62腾讯AI实验室Hy3腾讯AI实验室1,457+/-710,239腾讯AI实验室Apache 2.0
63AnthropicClaude Sonnet 4.5Anthropic1,457+/-383,682AnthropicProprietary
64字节跳动Seed团队DOLA Seed 2.0 Pro字节跳动Seed团队1,457+/-378,956字节跳动Seed团队Proprietary
65阿里巴巴Qwen3.7-Plus阿里巴巴1,456+/-442,001阿里巴巴Proprietary
66OpenAIgpt-6-sol-maxOpenAI1,456+/-77,574OpenAIProprietary
67OpenAIGPT-5.1 Pro (high)OpenAI1,456+/-441,568OpenAIProprietary
68AnthropicClaude Sonnet 4.5Anthropic1,455+/-382,438AnthropicProprietary
69DeepSeekdeepseek-v4-pro-high-previewDeepSeek1,455+/-454,823DeepSeekMIT
70Google DeepMindGemini 3.5 Flash-LiteGoogle DeepMind1,454+/-435,335Google DeepMindProprietary
71mimo-v2.6-flashXiaomi1,454+/-85,465XiaomiMIT
72OpenAIGPT-5.6 Luna (xhigh)OpenAI1,453+/-437,593OpenAIProprietary
73SpaceXAIgrok-4.6-highSpaceXAI1,453+/-523,012SpaceXAIProprietary
74Google DeepMindGemma 4 31BGoogle DeepMind1,453+/-76,137Google DeepMindApache 2.0
75Moonshot AIKimi K2 ThinkingMoonshot AI1,450+/-374,623Moonshot AIModified MIT
76OpenAIGPT-5.3 ChatOpenAI1,450+/-434,303OpenAIProprietary
77AnthropicOpus 4.1 (thinking-16k)Anthropic1,450+/-349,334AnthropicProprietary
78百度ERNIE 5.0 Preview (1203)百度1,449+/-79,788百度Proprietary
79AnthropicOpus 4.1Anthropic1,448+/-376,927AnthropicProprietary
80mimo-v2-proXiaomi1,448+/-525,397XiaomiProprietary
81OpenAIGPT-5.4 mini (high)OpenAI1,447+/-463,311OpenAIProprietary
82百度ERNIE 5.0 (0110)百度1,447+/-436,422百度Proprietary
83Google DeepMindGemini 2.5 ProGoogle DeepMind1,446+/-2124,859Google DeepMindProprietary
84OpenAIGPT-4.5OpenAI1,445+/-614,547OpenAIProprietary
85OpenAIgpt-6-luna-maxOpenAI1,444+/-77,654OpenAIProprietary
86阿里巴巴Qwen 3.6 Plus Preview阿里巴巴1,443+/-448,092阿里巴巴Proprietary
87OpenAIGPT-4o(2025-03-27)OpenAI1,443+/-381,601OpenAIProprietary
88SpaceXAIgrok-4.7-xhighSpaceXAI1,442+/-85,675SpaceXAIProprietary
89InklingThinking Machines Lab1,442+/-534,594Thinking Machines LabApache 2.0
90阿里巴巴Qwen3.5-397B-A17B阿里巴巴1,442+/-388,092阿里巴巴Apache 2.0
91智谱AIGLM-4.7智谱AI1,442+/-612,219智谱AIMIT
92xAIGrok 4.3 BetaxAI1,441+/-471,269xAIProprietary
93MiniMaxAIMiniMax M3MiniMaxAI1,440+/-458,171MiniMaxAIMiniMax Community License
94Alibabaqwen3.8-27bAlibaba1,439+/-517,777AlibabaApache 2.0
95OpenAIGPT-5.1OpenAI1,438+/-444,311OpenAIProprietary
96DeepSeekdeepseek-v4-flash-high-previewDeepSeek1,438+/-451,691DeepSeekMIT
97Google DeepMindGemma 4 26B A4BGoogle DeepMind1,437+/-76,083Google DeepMindApache 2.0
98OpenAIGPT-5.2 Pro (high)OpenAI1,437+/-449,549OpenAIProprietary
99Meituanlongcat-flash-chat-2602-expMeituan1,437+/-529,235MeituanProprietary
100DeepSeek-AIDeepSeek-V4-FlashDeepSeek-AI1,436+/-451,869DeepSeek-AIMIT
101OpenAIGPT-5.2OpenAI1,436+/-383,682OpenAIProprietary
102OpenAIGPT-5-Pro (high)OpenAI1,434+/-531,487OpenAIProprietary
103阿里巴巴Qwen3 Max (Preview)阿里巴巴1,434+/-527,239阿里巴巴Proprietary
104智谱AIGLM-5V-Turbo智谱AI1,434+/-610,448智谱AIProprietary
105mimo-v2.5Xiaomi1,434+/-447,292XiaomiMIT
106Google DeepMindGemini 3.1 Flash-LiteGoogle DeepMind1,433+/-464,094Google DeepMindProprietary
107OpenAIOpenAI o3OpenAI1,432+/-458,598OpenAIProprietary
108mimo-v2-omniXiaomi1,431+/-620,611XiaomiProprietary
109Moonshot AIKimi K2.5 InstantMoonshot AI1,431+/-78,355Moonshot AIModified MIT
110xAIGrok 4.1 Fast (fast-reasoning)xAI1,430+/-357,425xAIProprietary
111Moonshot AIKimi K2 Thinking (thinking-turbo)Moonshot AI1,430+/-363,225Moonshot AIModified MIT
112MistralAIMistral Medium 3.5MistralAI1,427+/-611,757MistralAIModified MIT
113OpenAIGPT-5.2 Chat (0210)OpenAI1,427+/-431,017OpenAIProprietary
114Amazonamazon-nova-experimental-chat-26-02-10Amazon1,427+/-103,519AmazonProprietary
115NVIDIANemotron 3 UltraNVIDIA1,426+/-711,532NVIDIAOpenMDW-1.1
116AnthropicClaude Opus 4 (thinking-16k)Anthropic1,426+/-435,693AnthropicProprietary
117Facebook AI研究实验室Muse Glimmer-30BFacebook AI研究实验室1,425+/-103,897Facebook AI研究实验室Apache-2.0
118DeepSeek-AIDeepSeek V3.2-Exp (thinking)DeepSeek-AI1,425+/-78,948DeepSeek-AIMIT
119DeepSeek-AIDeepSeek V3.2DeepSeek-AI1,425+/-348,004DeepSeek-AIMIT
120智谱AIGLM-4.6智谱AI1,424+/-435,668智谱AIMIT
121Alibabaqwen3-max-2025-09-23Alibaba1,423+/-78,969AlibabaProprietary
122DeepSeek-AIDeepSeek V3.2-Exp (thinking)DeepSeek-AI1,423+/-441,966DeepSeek-AIMIT
123阿里巴巴Qwen3-235B-A22B-2507阿里巴巴1,422+/-397,808阿里巴巴Apache 2.0
124DeepSeek-AIDeepSeek V3.2-ExpDeepSeek-AI1,422+/-611,943DeepSeek-AIMIT
125DeepSeek-AIDeepSeek-R1-0528DeepSeek-AI1,422+/-618,060DeepSeek-AIMIT
126xAIGrok 4 FastxAI1,419+/-86,323xAIProprietary
127百度ERNIE 5.0百度1,419+/-94,724百度Proprietary
128Moonshot AIKimi K2 0905Moonshot AI1,419+/-711,539Moonshot AIModified MIT
129Moonshot AIKimi K2Moonshot AI1,418+/-526,967Moonshot AIModified MIT
130DeepSeek-AIDeepSeek-V3.1DeepSeek-AI1,417+/-614,540DeepSeek-AIMIT
131DeepSeek-AIDeepSeek-V3.1 Terminus (thinking)DeepSeek-AI1,417+/-103,357DeepSeek-AIMIT
132阿里巴巴Qwen3.5-122B-A10B阿里巴巴1,416+/-429,666阿里巴巴Apache 2.0
133DeepSeek-AIDeepSeek-V3.1 (thinking)DeepSeek-AI1,416+/-711,413DeepSeek-AIMIT
134MiniMaxAIMiniMax-M2.7MiniMaxAI1,415+/-379,403MiniMaxAIModified MIT
135OpenAIGPT-4.1OpenAI1,415+/-450,007OpenAIProprietary
136DeepSeek-AIDeepSeek-V3.1 TerminusDeepSeek-AI1,415+/-103,602DeepSeek-AIMIT
137AnthropicClaude Opus 4Anthropic1,414+/-442,804AnthropicProprietary
138MistralAIMistral Large 3MistralAI1,414+/-378,986MistralAIApache 2.0
139AnthropicHaiku 4.5Anthropic1,414+/-2142,743AnthropicProprietary
140阿里巴巴Qwen3-VL-235B-A22B-Instruct阿里巴巴1,413+/-711,250阿里巴巴Apache 2.0
141Amazonamazon-nova-experimental-chat-26-01-10Amazon1,413+/-103,534AmazonProprietary
142xAIGrok 3xAI1,411+/-432,389xAIProprietary
143智谱AIGLM-4.5智谱AI1,411+/-523,668智谱AIMIT
144xAIGrok 4xAI1,411+/-439,409xAIProprietary
145Google DeepMindGemini 2.5 FlashGoogle DeepMind1,409+/-2125,029Google DeepMindProprietary
146Tencenthunyuan-hy3-previewTencent1,409+/-76,871Tencenttencent-hunyuan-community
147阿里巴巴Qwen3.5-27B阿里巴巴1,409+/-428,618阿里巴巴Apache 2.0
148MistralAIMagistral-Medium-2506MistralAI1,408+/-394,995MistralAIProprietary
149Inkling SmallThinky1,405+/-526,446ThinkyApache 2.0
150xAIGrok 4 Fast (fast-reasoning)xAI1,405+/-518,148xAIProprietary
151Google DeepMindGemini 2.5 Flash-Preview-09-2025Google DeepMind1,403+/-432,847Google DeepMindProprietary
152Alibabaqwen3-235b-a22b-no-thinkingAlibaba1,403+/-537,284AlibabaApache 2.0
153OpenAIOpenAI o1OpenAI1,402+/-427,807OpenAIProprietary
154AnthropicClaude Sonnet 4 (thinking-32k)Anthropic1,402+/-433,923AnthropicProprietary
155Meituanlongcat-flash-chatMeituan1,401+/-611,123MeituanMIT
156OpenAIGPT-5.4 nano (high)OpenAI1,401+/-462,300OpenAIProprietary
157Alibabaqwen3-235b-a22b-thinking-2507Alibaba1,400+/-78,776AlibabaApache 2.0
158阿里巴巴Qwen3-Next阿里巴巴1,399+/-522,607阿里巴巴Apache 2.0
159DeepSeek-AIDeepSeek-R1DeepSeek-AI1,398+/-518,524DeepSeek-AIMIT
160StepFunAIStep 3.5 FlashStepFunAI1,396+/-461,687StepFunAIProprietary
161DeepSeek-AIDeepSeek-V3-0324DeepSeek-AI1,396+/-444,762DeepSeek-AIMIT
162Tencenthunyuan-vision-1.5-thinkingTencent1,395+/-122,159TencentProprietary
163阿里巴巴Qwen3-VL-235B-A22B-Instruct (thinking)阿里巴巴1,395+/-77,809阿里巴巴Apache 2.0
164Amazonamazon-nova-experimental-chat-12-10Amazon1,394+/-93,727AmazonProprietary
165阿里巴巴Qwen3.5-35B-A3B阿里巴巴1,394+/-430,410阿里巴巴Apache 2.0
166StepFunAIStep 3.5 FlashStepFunAI1,393+/-460,236StepFunAIApache 2.0
167mimo-v2-flash (non-thinking)Xiaomi1,392+/-348,012XiaomiMIT
168MiniMaxAIMiniMax M2.5MiniMaxAI1,391+/-442,734MiniMaxAIModified MIT
169OpenAIOpenAI o4 - miniOpenAI1,391+/-444,636OpenAIProprietary
170AnthropicClaude Sonnet 4Anthropic1,391+/-438,917AnthropicProprietary
171OpenAIGPT-5-mini (high)OpenAI1,390+/-526,645OpenAIProprietary
172OpenAIOpenAI o1OpenAI1,389+/-531,122OpenAIProprietary
173AnthropicClaude3-Sonnet (thinking-32k)Anthropic1,388+/-438,036AnthropicProprietary
174Mistralmistral-medium-2505Mistral1,387+/-532,616MistralProprietary
175阿里巴巴Qwen3-Coder-480B-A35B阿里巴巴1,387+/-525,011阿里巴巴Apache 2.0
176腾讯AI实验室Hunyuan-T1腾讯AI实验室1,387+/-94,574腾讯AI实验室Proprietary
177mimo-v2-flash (thinking)Xiaomi1,387+/-611,118XiaomiMIT
178solar-pro4Upstage1,386+/-615,135UpstageProprietary
179MiniMaxAIM2.1MiniMaxAI1,385+/-517,187MiniMaxAIMIT
180阿里巴巴Qwen3-30B-A3B-2507阿里巴巴1,383+/-523,182阿里巴巴Apache 2.0
181OpenAIGPT-4.1 miniOpenAI1,383+/-438,549OpenAIProprietary
182Tencenthunyuan-turbos-20250416Tencent1,383+/-710,577TencentProprietary
183Google DeepMindGemini 2.5 Flash-Lite-Preview-09-2025 (no-thinking)Google DeepMind1,379+/-347,253Google DeepMindProprietary
184智谱AIGLM-4.6V智谱AI1,379+/-112,830智谱AIMIT
185trinity-large-preview Apache 2.01,379+/-431,220——
186阿里巴巴Qwen3-235B-A22B阿里巴巴1,375+/-525,826阿里巴巴Apache 2.0
187Google DeepMindGemini 2.5 Flash-Lite (thinking)Google DeepMind1,375+/-532,178Google DeepMindProprietary
188AnthropicClaude 3.5 SonnetAnthropic1,374+/-387,644AnthropicProprietary
189阿里巴巴Qwen2.5-Max阿里巴巴1,374+/-432,411阿里巴巴Proprietary
190智谱AIGLM-4.5-Air智谱AI1,373+/-430,454智谱AIMIT
191AnthropicClaude3-SonnetAnthropic1,372+/-442,411AnthropicProprietary
192阿里巴巴Qwen3-Next (thinking)阿里巴巴1,369+/-613,382阿里巴巴Apache 2.0
193trinity-large-thinking Apache 2.01,367+/-530,281——
194Google DeepMindGemma 3 - 27B (IT)Google DeepMind1,365+/-446,437Google DeepMindGemma
195智谱AIGLM-4.7-Flash智谱AI1,365+/-611,979智谱AIMIT
196Amazonamazon-nova-experimental-chat-11-10Amazon1,364+/-425,992AmazonProprietary
197MiniMaxminimax-m1MiniMax1,364+/-434,048MiniMaxApache 2.0
198OpenAIOpenAI o3-mini (high)OpenAI1,364+/-518,589OpenAIProprietary
199OpenAIOpenAI o3-mini (high)OpenAI1,363+/-515,506OpenAIProprietary
200Nvidianvidia-nemotron-3-super-120b-a12bNvidia1,361+/-77,861NvidiaNVIDIA Open Model
201Google DeepMindGemini 2.0 Flash ExperimentalGoogle DeepMind1,360+/-443,317Google DeepMindProprietary
202DeepSeek-AIDeepSeek-V3DeepSeek-AI1,358+/-521,770DeepSeek-AIDeepSeek
203xAIgrok-3-mini-betaxAI1,358+/-520,814xAIProprietary
204MistralAIMistral-Small-3.2MistralAI1,356+/-517,353MistralAIApache 2.0
205intellect-3 MIT1,356+/-85,421——
206CohereAIC4AI Command A (202503)CohereAI1,354+/-355,477CohereAICC-BY-NC-4.0
207Google DeepMindGemini 2.0 Flash-LiteGoogle DeepMind1,354+/-424,955Google DeepMindProprietary
208智谱AIGLM-4.5V智谱AI1,352+/-84,811智谱AIMIT
209OpenAIGPT OSS 120BOpenAI1,352+/-430,039OpenAIApache 2.0
210Google DeepMindGemini 1.5 ProGoogle DeepMind1,351+/-355,606Google DeepMindProprietary
211StepFunAIStep3StepFunAI1,349+/-86,272StepFunAIApache 2.0
212Tencenthunyuan-turbos-20250226Tencent1,349+/-122,220TencentProprietary
213Nvidianvidia-nemotron-3.5-lightning-30b-a3b-nvfp4Nvidia1,349+/-614,326NvidiaOpenMDW-1.1
214Amazonamazon-nova-experimental-chat-10-20Amazon1,348+/-611,596AmazonProprietary
215OpenAIOpenAI o3-miniOpenAI1,348+/-456,573OpenAIProprietary
216Nvidiallama-3.1-nemotron-ultra-253b-v1Nvidia1,348+/-122,549NvidiaNvidia Open Model
217Amazonamazon-nova-experimental-chat-10-09Amazon1,347+/-112,765AmazonProprietary
218阿里巴巴Qwen3-32B阿里巴巴1,347+/-93,926阿里巴巴Apache 2.0
219OpenAIGPT-4oOpenAI1,346+/-3112,881OpenAIProprietary
220Alibabaqwen-plus-0125Alibaba1,346+/-85,819AlibabaProprietary
221ling-flash-2.0 AntGroup1,344+/-76,889GroupMIT
222MiniMaxAIMiniMax M2MiniMaxAI1,343+/-86,819MiniMaxAIApache 2.0
223AImercury-2 InceptionAI1,343+/-113,198AIProprietary
224AnthropicClaude 3.5 SonnetAnthropic1,343+/-382,419AnthropicProprietary
225Nvidianvidia-llama-3.3-nemotron-super-49b-v1.5Nvidia1,343+/-103,308NvidiaNvidia Open
226glm-4-plus-0111Zhipu1,343+/-85,760ZhipuProprietary
227Google DeepMindGemma 3 - 12B (IT)Google DeepMind1,342+/-103,829Google DeepMindGemma
228Tencenthunyuan-turbo-0110Tencent1,341+/-122,290TencentProprietary
229granite-4.2-30bIBM1,340+/-103,416IBMApache 2.0
230OpenAIGPT-5-Nano (high)OpenAI1,337+/-78,115OpenAIProprietary
231OpenAIOpenAI o1-miniOpenAI1,337+/-451,981OpenAIProprietary
232Googlegemini-advanced-0514Google1,336+/-550,148GoogleProprietary
233阿里巴巴QwQ-32B阿里巴巴1,336+/-425,084阿里巴巴Apache 2.0
234xAIGrok 2xAI1,336+/-463,498xAIProprietary
235OpenAIGPT-4oOpenAI1,336+/-445,499OpenAIProprietary
236Metallama-3.1-405b-instruct-bf16Meta1,335+/-441,375MetaLlama 3.1 Community
237亚马逊Nova 2 Lite亚马逊1,335+/-612,393亚马逊Proprietary
238StepFunstep-2-16k-exp-202412StepFun1,334+/-94,833StepFunProprietary
239Metallama-3.1-405b-instruct-fp8Meta1,333+/-459,656MetaLlama 3.1 Community
240olmo-3.1-32b-instructAi21,329+/-611,794Ai2Apache 2.0
241yi-lightning Proprietary1,328+/-527,332——
242Nvidiallama-3.3-nemotron-49b-super-v1Nvidia1,328+/-122,218NvidiaNvidia
243Facebook AI研究实验室Llama 4 Maverick InstructFacebook AI研究实验室1,327+/-439,266Facebook AI研究实验室Llama 4
244阿里巴巴Qwen3-30B-A3B阿里巴巴1,327+/-526,036阿里巴巴Apache 2.0
245Tencenthunyuan-large-2025-02-10Tencent1,326+/-103,738TencentProprietary
246AnthropicClaude 3.5 HaikuAnthropic1,325+/-368,877AnthropicProprietary
247OpenAIgpt-4-turbo-2024-04-09OpenAI1,324+/-498,114OpenAIProprietary
248Google DeepMindGemini 1.5 ProGoogle DeepMind1,324+/-479,138Google DeepMindProprietary
249DeepSeekdeepseek-v2.5-1210DeepSeek1,323+/-86,795DeepSeekDeepSeek
250ring-flash-2.0 AntGroup1,323+/-76,934GroupMIT
251OpenAIGPT-4.1 nanoOpenAI1,322+/-86,103OpenAIProprietary
252AnthropicClaude3-OpusAnthropic1,322+/-3194,909AnthropicProprietary
253molmo-2-8bAi21,322+/-21818Ai2Apache 2.0
254Facebook AI研究实验室Llama 4 Scout InstructFacebook AI研究实验室1,322+/-529,668Facebook AI研究实验室Llama
255StepFunstep-1o-turbo-202506StepFun1,320+/-78,845StepFunProprietary
256glm-4-plusZhipu AI1,319+/-526,126Zhipu AIProprietary
257Alibabaqwen-max-0919Alibaba1,318+/-616,478AlibabaQwen
258Facebook AI研究实验室Llama3.3-70B-InstructFacebook AI研究实验室1,318+/-454,371Facebook AI研究实验室Llama-3.3
259OpenAIGPT-4o miniOpenAI1,318+/-468,697OpenAIProprietary
260OpenAIGPT OSS 20BOpenAI1,318+/-610,371OpenAIApache 2.0
261Google DeepMindGemma-3n-E4BGoogle DeepMind1,317+/-522,038Google DeepMindGemma
262Alibabaqwen2.5-plus-1127Alibaba1,315+/-610,187AlibabaProprietary
263Mistralmistral-large-2407Mistral1,314+/-445,459MistralMistral Research
264athene-v2-chat NexusFlow1,314+/-524,739——
265Nvidianvidia-nemotron-3-nano-30b-a3b-bf16Nvidia1,314+/-515,724NvidiaNVIDIA Open Model
266OpenAIGPT-4OpenAI1,313+/-493,439OpenAIProprietary
267OpenAIGPT-4OpenAI1,313+/-4100,105OpenAIProprietary
268Tencenthunyuan-standard-2025-02-10Tencent1,311+/-103,904TencentProprietary
269Googlegemini-1.5-flash-002Google1,309+/-434,902GoogleProprietary
270xAIgrok-2-mini-2024-08-13xAI1,308+/-452,567xAIProprietary
271DeepSeek-AIDeepSeek V2.5DeepSeek-AI1,307+/-524,572DeepSeek-AIDeepSeek
272athene-70b-0725 CC-BY-NC-4.01,307+/-619,621——
273olmo-3-32b-thinkAi21,306+/-85,811Ai2Apache 2.0
274AImercury InceptionAI1,306+/-141,948AIProprietary
275Mistralmistral-large-2411Mistral1,306+/-428,073MistralMRL
276MistralAIMagistral-Medium-2506MistralAI1,305+/-611,435MistralAIProprietary
277granite-4.1-8bIBM1,305+/-104,166IBMApache 2.0
278Google DeepMindGemma 3 - 4B (IT)Google DeepMind1,303+/-94,171Google DeepMindGemma
279MistralAIMistral-Small-3.1-24B-Instruct-2503MistralAI1,303+/-532,556MistralAIApache 2.0
280阿里巴巴Qwen2.5-VL-72B-Instruct阿里巴巴1,303+/-439,406阿里巴巴Qwen
281Facebook 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
282Tencenthunyuan-large-visionTencent1,294+/-95,250TencentProprietary
283Facebook 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
284Amazonamazon-nova-pro-v1.0Amazon1,290+/-524,745AmazonProprietary
285Googlegemma-2-27b-itGoogle1,289+/-375,754GoogleGemma license
286jamba-1.5-large Jamba Open1,289+/-78,662——
287granite-4.2-3bIBM1,289+/-123,266IBMApache 2.0
288reka-core-20240904 Proprietary1,288+/-77,312——
289OpenAIGPT-4OpenAI1,288+/-554,173OpenAIProprietary
290granite-4.2-8bIBM1,288+/-113,255IBMApache 2.0
291ibm-granite-h-smallIBM1,287+/-85,581IBMApache 2.0
292Nvidiallama-3.1-nemotron-51b-instructNvidia1,287+/-103,749NvidiaLlama 3.1
293Googlegemini-1.5-flash-001Google1,287+/-562,833GoogleProprietary
294olmo-3.1-32b-thinkAi21,286+/-78,278Ai2Apache 2.0
295llama-3.1-tulu-3-70bAi21,286+/-102,846Ai2Llama 3.1
296AnthropicClaude3-SonnetAnthropic1,281+/-4109,284AnthropicProprietary
297gemma-2-9b-it-simpo MIT1,280+/-710,072——
298Nvidianemotron-4-340b-instructNvidia1,277+/-519,659NvidiaNVIDIA Open Model
299Facebook 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
300Coherecommand-r-plus-08-2024Cohere1,276+/-79,866CohereCC-BY-NC-4.0
301OpenAIGPT-4OpenAI1,276+/-488,723OpenAIProprietary
302MistralAIMistral Small 24B Instruct 2501MistralAI1,274+/-614,681MistralAIApache 2.0
303智谱AIGLM4智谱AI1,273+/-79,788智谱AIProprietary
304reka-flash-20240904 Proprietary1,272+/-77,536——
305阿里巴巴Qwen2.5-Coder-32B-Instruct阿里巴巴1,271+/-85,432阿里巴巴Apache 2.0
306CohereAIC4AI Aya Vision 32BCohereAI1,267+/-527,124CohereAICC-BY-NC-4.0
307Googlegemma-2-9b-itGoogle1,267+/-454,611GoogleGemma license
308DeepSeekdeepseek-coder-v2DeepSeek1,265+/-615,147DeepSeekDeepSeek License
309阿里巴巴Qwen2-72B-Instruct阿里巴巴1,262+/-537,325阿里巴巴Qianwen LICENSE
310CohereAIC4AI Command R+CohereAI1,262+/-477,554CohereAICC-BY-NC-4.0
311AnthropicClaude3-HaikuAnthropic1,262+/-4117,701AnthropicProprietary
312Amazonamazon-nova-lite-v1.0Amazon1,260+/-519,372AmazonProprietary
313Googlegemini-1.5-flash-8b-001Google1,259+/-435,558GoogleProprietary
314Microsoft AzurePhi-4-reasoningMicrosoft Azure1,256+/-524,126Microsoft AzureMIT
315olmo-2-0325-32b-instructAi21,252+/-113,334Ai2Apache-2.0
316Coherecommand-r-08-2024Cohere1,250+/-710,140CohereCC-BY-NC-4.0
317Mistralmistral-large-2402Mistral1,242+/-562,436MistralProprietary
318Amazonamazon-nova-micro-v1.0Amazon1,241+/-519,364AmazonProprietary
319jamba-1.5-mini Jamba Open1,240+/-78,858——
320Mistralministral-8b-2410Mistral1,238+/-94,781MistralMRL
321Googlegemini-pro-dev-apiGoogle1,237+/-718,354GoogleProprietary
322阿里巴巴Qwen1.5-110B-Chat阿里巴巴1,234+/-626,195阿里巴巴Qianwen LICENSE
323reka-flash-21b-20240226-online Proprietary1,233+/-715,450——
324阿里巴巴Qwen1.5-72B-Chat阿里巴巴1,233+/-539,302阿里巴巴Qianwen LICENSE
325Tencenthunyuan-standard-256kTencent1,233+/-122,728TencentProprietary
326MistralAIMixtral-8x22B-Instruct-v0.1MistralAI1,230+/-551,416MistralAIApache 2.0
327Coherecommand-rCohere1,227+/-554,036CohereCC-BY-NC-4.0
328reka-flash-21b-20240226 Proprietary1,227+/-624,806——
329OpenAIgpt-3.5-turbo-0125OpenAI1,226+/-566,207OpenAIProprietary
330Facebook AI研究实验室Llama3-8B-InstructFacebook AI研究实验室1,224+/-4104,642Facebook AI研究实验室Llama 3 Community
331Google DeepMindGemini-proGoogle DeepMind1,224+/-126,390Google DeepMindProprietary
332CohereAIC4AI Aya Vision 8BCohereAI1,223+/-79,818CohereAICC-BY-NC-4.0
333Mistralmistral-mediumMistral1,223+/-534,550MistralProprietary
334llama-3.1-tulu-3-8bAi21,220+/-112,896Ai2Llama 3.1
335zephyr-orpo-141b-A35b-v0.1 Apache 2.01,213+/-114,652——
336零一万物Yi-1.5-34B零一万物1,213+/-524,146零一万物—
337Facebook 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
338Facebook 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
339OpenAIgpt-3.5-turbo-1106OpenAI1,204+/-916,619OpenAIProprietary
340Alibabaqwen1.5-32b-chatAlibaba1,204+/-621,741AlibabaQianwen LICENSE
341Googlegemma-2-2b-itGoogle1,200+/-446,616GoogleGemma license
342Microsoft AzurePhi-3-medium 14B-previewMicrosoft Azure1,198+/-525,055Microsoft AzureMIT
343Mistralmixtral-8x7b-instruct-v0.1Mistral1,197+/-473,503MistralApache 2.0
344dbrx-instruct-preview DBRX LICENSE1,195+/-632,191——
345阿里巴巴Qwen1.5-14B-Chat阿里巴巴1,191+/-717,839阿里巴巴Qianwen LICENSE
346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—
347DeepSeek-AIDeepSeek LLM 67B ChatDeepSeek-AI1,185+/-114,932DeepSeek-AIDeepSeek License
348WizardLM TeamWizardLM-70B-V1.0WizardLM Team1,185+/-98,214WizardLM TeamLlama 2 Community
349零一万物Yi-34B零一万物1,184+/-715,483零一万物—
350granite-3.0-8b-instructIBM1,183+/-96,638IBMApache 2.0
351openchat-3.5 Apache-2.01,183+/-107,968——
352openchat-3.5-0106 Apache-2.01,183+/-812,637——
353Google ResearchGemma 1.1-7B-ITGoogle Research1,183+/-623,893Google ResearchGemma license
354snowflake-arctic-instruct Apache 2.01,180+/-632,832——
355granite-3.1-2b-instructIBM1,179+/-113,188IBMApache 2.0
356Facebook AI研究实验室LLaMA2 70BFacebook AI研究实验室1,178+/-106,535Facebook AI研究实验室—
357openhermes-2.5-mistral-7b Apache-2.01,176+/-105,006——
358LM-SYSVicuna 33BLM-SYS1,173+/-622,479LM-SYS—
359Microsoft AzurePhi-3-small 7BMicrosoft Azure1,171+/-617,766Microsoft AzureMIT
360starling-lm-7b-beta Apache-2.01,171+/-716,056——
361Metallama-2-70b-chatMeta1,171+/-538,492MetaLlama 2 Community
362starling-lm-7b-alpha CC-BY-NC-4.01,167+/-810,224——
363Metallama-3.2-3b-instructMeta1,167+/-87,936MetaLlama 3.2
364nous-hermes-2-mixtral-8x7b-dpo Apache-2.01,164+/-123,777——
365阿里巴巴Qwen3-VL-2B阿里巴巴1,157+/-86,837阿里巴巴Apache 2.0
366Nvidiallama2-70b-steerlm-chatNvidia1,155+/-133,585NvidiaLlama 2 Community
367阿里巴巴QwQ-32B-Preview阿里巴巴1,154+/-113,231阿里巴巴Apache 2.0
368solar-10.7b-instruct-v1.0 CC-BY-NC-4.01,152+/-134,155——
369dolphin-2.2.1-mistral-7b Apache-2.01,152+/-151,679——
370mpt-30b-chat CC-BY-NC-SA-4.01,151+/-122,572——
371Microsoftwizardlm-13bMicrosoft1,149+/-97,044MicrosoftLlama 2 Community
372MistralAIMistral-7B-Instruct-v0.2MistralAI1,149+/-719,402MistralAIApache-2.0
373falcon-180b-chat Falcon-180B TII License1,148+/-171,295——
374阿里巴巴Qwen1.5-7B-Chat阿里巴巴1,144+/-104,737阿里巴巴Qianwen LICENSE
375Microsoft AzurePhi-3-mini 3.8BMicrosoft Azure1,143+/-612,297Microsoft AzureMIT
376vicuna-13b Llama 2 Community1,141+/-719,367——
377百川智能Baichuan2-13B-Chat百川智能1,141+/-719,174百川智能Llama 2 Community
378阿里巴巴Qwen-14B-Chat阿里巴巴1,139+/-114,964阿里巴巴Qianwen LICENSE
379Google ResearchPaLM 2Google Research1,139+/-98,554Google ResearchProprietary
380Google ResearchGemma 7B - ItGoogle Research1,138+/-98,925Google ResearchGemma license
381Facebook 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
382zephyr-7b-beta MIT1,131+/-911,118——
383Microsoft AzurePhi-3-mini 3.8BMicrosoft Azure1,130+/-720,685Microsoft AzureMIT
384Microsoft AzurePhi-3-mini 3.8BMicrosoft Azure1,128+/-620,118Microsoft AzureMIT
385guanaco-33b Non-commercial1,127+/-122,921——
386zephyr-7b-alpha MIT1,127+/-161,785——
387stripedhyena-nous-7b Apache 2.01,122+/-115,182——
388Facebook 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
389Google ResearchGemma 1.1-2B-ITGoogle Research1,117+/-810,854Google ResearchGemma license
390vicuna-7b Llama 2 Community1,115+/-96,923——
391smollm2-1.7b-instruct Apache 2.01,115+/-142,199——
392Metallama-3.2-1b-instructMeta1,111+/-88,045MetaLlama 3.2
393MistralAIMistral 7B InstructMistralAI1,110+/-98,977MistralAIApache 2.0
394百川智能Baichuan2-7B-Chat百川智能1,108+/-714,148百川智能Llama 2 Community
395Google ResearchGemma 2B - ItGoogle Research1,094+/-114,780Google ResearchGemma license
396阿里巴巴Qwen1.5-4B-Chat阿里巴巴1,091+/-97,597阿里巴巴Qianwen LICENSE
397olmo-7b-instructAi21,074+/-116,328Ai2Apache-2.0
398达摩院Koala达摩院1,071+/-106,965达摩院—
399alpaca-13b Non-commercial1,070+/-115,745——
400Nomic AIGPT4All 13BNomic AI1,068+/-151,743Nomic AI—
401mpt-7b-chat CC-BY-NC-SA-4.01,063+/-123,924——
402智谱AIChatGLM3-6B智谱AI1,056+/-124,658智谱AI—
403RWKV-4-Raven-14B Apache 2.01,042+/-114,845——
404智谱AIChatGLM2-6B智谱AI1,025+/-142,658智谱AI—
405oasst-pythia-12b Apache 2.01,023+/-116,310——
406智谱AIChatGLM-6B智谱AI996+/-134,914智谱AI—
407fastchat-t5-3b Apache 2.0992+/-124,203——
408dolly-v2-12b MIT982+/-133,412——
409Facebook AI研究实验室LLaMA 13BFacebook AI研究实验室975+/-162,391Facebook AI研究实验室Non-commercial
410stablelm-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。