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-opus-5.5-high

最高得分

1,509

模型数量

409

数据版本

2026年09月25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-opus-5.5-highAnthropic1,509+/-122,307AnthropicProprietary
AnthropicClaude Opus 4.6 (high)Anthropic1,505+/-376,518AnthropicProprietary
Anthropicclaude-fable-5-highAnthropic1,504+/-436,462AnthropicProprietary
4AnthropicOpus 4.7 (high)Anthropic1,502+/-464,007AnthropicProprietary
5AnthropicClaude Fable 5.1 (max)Anthropic1,501+/-79,942AnthropicProprietary
6AnthropicClaude Opus 4.6Anthropic1,498+/-380,836AnthropicProprietary
7Facebook AI研究实验室Muse Spark 1.2 (xhigh)Facebook AI研究实验室1,496+/-103,422Facebook AI研究实验室Proprietary
8AnthropicOpus 4.7Anthropic1,495+/-465,051AnthropicProprietary
9Metamuse-spark-1.3-maxMeta1,494+/-710,036MetaProprietary
10Googlegemini-3.8-flash-highGoogle1,492+/-521,728GoogleProprietary
11AnthropicClaude Opus 5 (high)Anthropic1,491+/-455,063AnthropicProprietary
12Facebook AI研究实验室Muse Spark 1.1Facebook AI研究实验室1,491+/-534,760Facebook AI研究实验室Proprietary
13Facebook AI研究实验室Muse SparkFacebook AI研究实验室1,489+/-614,131Facebook AI研究实验室Proprietary
14AnthropicClaude Opus 5 (max)Anthropic1,488+/-526,760AnthropicProprietary
15Googlegemini-3.7-flash-highGoogle1,488+/-519,044GoogleProprietary
16Moonshot AIKimi K3 (max)Moonshot AI1,488+/-526,400Moonshot AIKimi K3 license
17Google DeepMindGemini 3.1 Pro PreviewGoogle DeepMind1,487+/-3119,196Google DeepMindProprietary
18Google DeepMindGemini 3 ProGoogle DeepMind1,485+/-441,921Google DeepMindProprietary
19OpenAIGPT-5.6 Sol (xhigh)OpenAI1,483+/-534,258OpenAIProprietary
20Googlegemini-3.6-flash-highGoogle1,482+/-533,739GoogleProprietary
21OpenAIGPT-5.5 (high)OpenAI1,481+/-469,008OpenAIProprietary
22AnthropicClaude Opus 4.8 (high)Anthropic1,480+/-461,560AnthropicProprietary
23mimo-v2.6-proXiaomi1,480+/-94,026XiaomiMIT
24Z.aiglm-5.3-maxZ.ai1,480+/-615,904Z.aiMIT
25阿里巴巴Qwen3.8-Max阿里巴巴1,479+/-521,561阿里巴巴Proprietary
26OpenAIgpt-6-astra-maxOpenAI1,478+/-87,185OpenAIProprietary
27Googlegemini-3.5-flash-highGoogle1,477+/-446,190GoogleProprietary
28OpenAIGPT-5.5OpenAI1,477+/-470,635OpenAIProprietary
29DeepSeekdeepseek-v4.1-flash-maxDeepSeek1,477+/-86,630DeepSeekMIT
30OpenAIGPT-5.2 Chat (0210)OpenAI1,476+/-435,962OpenAIProprietary
31Z.aiglm-5.2-maxZ.ai1,476+/-443,570Z.aiMIT
32OpenAIGPT-5.4 (high)OpenAI1,475+/-464,479OpenAIProprietary
33阿里巴巴Qwen3.7-Max-Preview阿里巴巴1,475+/-103,924阿里巴巴Proprietary
34xAIGrok 4.20 BetaxAI1,475+/-527,864xAIProprietary
35Z.aiglm-5.3-flashZ.ai1,474+/-619,103Z.aiMIT
36Googlegemini-3.5-flash-mediumGoogle1,474+/-444,906GoogleProprietary
37AnthropicClaude Opus 4.8Anthropic1,474+/-462,717AnthropicProprietary
38AnthropicOpus 4.5Anthropic1,474+/-437,468AnthropicProprietary
39OpenAIGPT-5.5 InstantOpenAI1,473+/-527,102OpenAIProprietary
40Google DeepMindGemini 3.0 FlashGoogle DeepMind1,473+/-431,283Google DeepMindProprietary
41AnthropicClaude Sonnet 4.6Anthropic1,472+/-470,662AnthropicProprietary
42xAIgrok-4.20-beta-0309-reasoningxAI1,471+/-466,222xAIProprietary
43xAIgrok-4.20-multi-agent-beta-0309xAI1,470+/-464,674xAIProprietary
44AnthropicClaude Opus 4Anthropic1,470+/-372,766AnthropicProprietary
45百度ERNIE-5.1-Preview百度1,468+/-539,423百度Proprietary
46mimo-v2.5-proXiaomi1,467+/-469,225XiaomiMIT
47xAIGrok 4.5xAI1,465+/-437,535xAIProprietary
48xAIGrok 4.1 ThinkingxAI1,465+/-366,407xAIProprietary
49智谱AIGLM 5.1智谱AI1,465+/-456,463智谱AIMIT
50OpenAIGPT-5.6 Terra (xhigh)OpenAI1,465+/-435,323OpenAIProprietary
51OpenAIGPT-5.4OpenAI1,465+/-467,632OpenAIProprietary
52阿里巴巴Qwen3.5 Max Preview阿里巴巴1,465+/-522,567阿里巴巴Proprietary
53DeepSeekdeepseek-v4-pro-high-20260813DeepSeek1,464+/-79,857DeepSeekMIT
54AnthropicClaude Sonnet 4.5 (high)Anthropic1,462+/-443,340AnthropicProprietary
55Moonshot AIKimi K2.6Moonshot AI1,461+/-439,971Moonshot AIModified MIT
56阿里巴巴Qwen3.6-Max-Preview阿里巴巴1,460+/-85,414阿里巴巴Proprietary
57xAIGrok 4.1xAI1,459+/-368,507xAIProprietary
58Google DeepMindGemini 3.0 Flash (minimal)Google DeepMind1,458+/-390,749Google DeepMindProprietary
59DeepSeek-AIDeepSeek-V4-ProDeepSeek-AI1,458+/-457,564DeepSeek-AIMIT
60OpenAIgpt-6-sol-maxOpenAI1,457+/-94,773OpenAIProprietary
61智谱AIGLM-5智谱AI1,457+/-429,152智谱AIMIT
62腾讯AI实验室Hy3腾讯AI实验室1,457+/-79,839腾讯AI实验室Apache 2.0
63AnthropicClaude Sonnet 4.5Anthropic1,457+/-383,689AnthropicProprietary
64字节跳动Seed团队DOLA Seed 2.0 Pro字节跳动Seed团队1,456+/-378,783字节跳动Seed团队Proprietary
65Google DeepMindGemini 3.5 Flash-LiteGoogle DeepMind1,456+/-533,501Google DeepMindProprietary
66阿里巴巴Qwen3.7-Plus阿里巴巴1,456+/-442,031阿里巴巴Proprietary
67OpenAIGPT-5.1 Pro (high)OpenAI1,456+/-441,596OpenAIProprietary
68AnthropicClaude Sonnet 4.5Anthropic1,455+/-382,451AnthropicProprietary
69DeepSeekdeepseek-v4-pro-high-previewDeepSeek1,455+/-454,884DeepSeekMIT
70OpenAIGPT-5.6 Luna (xhigh)OpenAI1,454+/-435,823OpenAIProprietary
71mimo-v2.6-flashXiaomi1,454+/-94,067XiaomiMIT
72SpaceXAIgrok-4.6-highSpaceXAI1,453+/-521,380SpaceXAIProprietary
73Google DeepMindGemma 4 31BGoogle DeepMind1,453+/-76,135Google DeepMindApache 2.0
74Moonshot AIKimi K2 ThinkingMoonshot AI1,450+/-374,638Moonshot AIModified MIT
75OpenAIGPT-5.3 ChatOpenAI1,450+/-434,309OpenAIProprietary
76AnthropicOpus 4.1 (thinking-16k)Anthropic1,450+/-349,332AnthropicProprietary
77百度ERNIE 5.0 Preview (1203)百度1,449+/-79,793百度Proprietary
78AnthropicOpus 4.1Anthropic1,448+/-376,940AnthropicProprietary
79mimo-v2-proXiaomi1,448+/-525,423XiaomiProprietary
80OpenAIGPT-5.4 mini (high)OpenAI1,447+/-463,140OpenAIProprietary
81百度ERNIE 5.0 (0110)百度1,447+/-436,434百度Proprietary
82Google DeepMindGemini 2.5 ProGoogle DeepMind1,446+/-2124,887Google DeepMindProprietary
83OpenAIGPT-4.5OpenAI1,445+/-614,547OpenAIProprietary
84阿里巴巴Qwen 3.6 Plus Preview阿里巴巴1,443+/-448,095阿里巴巴Proprietary
85OpenAIGPT-4o(2025-03-27)OpenAI1,443+/-381,607OpenAIProprietary
86OpenAIgpt-6-luna-maxOpenAI1,442+/-94,792OpenAIProprietary
87InklingThinking Machines Lab1,442+/-532,778Thinking Machines LabApache 2.0
88阿里巴巴Qwen3.5-397B-A17B阿里巴巴1,442+/-386,319阿里巴巴Apache 2.0
89xAIGrok 4.3 BetaxAI1,442+/-471,054xAIProprietary
90智谱AIGLM-4.7智谱AI1,441+/-612,217智谱AIMIT
91MiniMaxAIMiniMax M3MiniMaxAI1,440+/-456,646MiniMaxAIMiniMax Community License
92SpaceXAIgrok-4.7-xhighSpaceXAI1,439+/-94,114SpaceXAIProprietary
93DeepSeekdeepseek-v4-flash-high-previewDeepSeek1,439+/-451,747DeepSeekMIT
94OpenAIGPT-5.1OpenAI1,438+/-444,329OpenAIProprietary
95Alibabaqwen3.8-27bAlibaba1,438+/-616,383AlibabaApache 2.0
96Google DeepMindGemma 4 26B A4BGoogle DeepMind1,438+/-76,078Google DeepMindApache 2.0
97OpenAIGPT-5.2 Pro (high)OpenAI1,437+/-449,570OpenAIProprietary
98Meituanlongcat-flash-chat-2602-expMeituan1,437+/-529,237MeituanProprietary
99DeepSeek-AIDeepSeek-V4-FlashDeepSeek-AI1,436+/-451,871DeepSeek-AIMIT
100OpenAIGPT-5.2OpenAI1,436+/-383,555OpenAIProprietary
101阿里巴巴Qwen3 Max (Preview)阿里巴巴1,435+/-527,235阿里巴巴Proprietary
102OpenAIGPT-5-Pro (high)OpenAI1,435+/-531,503OpenAIProprietary
103mimo-v2.5Xiaomi1,434+/-447,276XiaomiMIT
104智谱AIGLM-5V-Turbo智谱AI1,433+/-610,393智谱AIProprietary
105Google DeepMindGemini 3.1 Flash-LiteGoogle DeepMind1,433+/-463,931Google DeepMindProprietary
106OpenAIOpenAI o3OpenAI1,432+/-458,587OpenAIProprietary
107mimo-v2-omniXiaomi1,431+/-620,611XiaomiProprietary
108Moonshot AIKimi K2.5 InstantMoonshot AI1,430+/-78,358Moonshot AIModified MIT
109xAIGrok 4.1 Fast (fast-reasoning)xAI1,430+/-357,452xAIProprietary
110Moonshot AIKimi K2 Thinking (thinking-turbo)Moonshot AI1,430+/-363,241Moonshot AIModified MIT
111Amazonamazon-nova-experimental-chat-26-02-10Amazon1,427+/-103,521AmazonProprietary
112OpenAIGPT-5.2 Chat (0210)OpenAI1,427+/-431,012OpenAIProprietary
113MistralAIMistral Medium 3.5MistralAI1,426+/-611,693MistralAIModified MIT
114AnthropicClaude Opus 4 (thinking-16k)Anthropic1,426+/-435,702AnthropicProprietary
115NVIDIANemotron 3 UltraNVIDIA1,425+/-711,450NVIDIAOpenMDW-1.1
116DeepSeek-AIDeepSeek V3.2-Exp (thinking)DeepSeek-AI1,425+/-78,942DeepSeek-AIMIT
117DeepSeek-AIDeepSeek V3.2DeepSeek-AI1,425+/-348,010DeepSeek-AIMIT
118Facebook AI研究实验室Muse Glimmer-30BFacebook AI研究实验室1,424+/-103,893Facebook AI研究实验室Apache-2.0
119智谱AIGLM-4.6智谱AI1,424+/-435,678智谱AIMIT
120Alibabaqwen3-max-2025-09-23Alibaba1,423+/-78,969AlibabaProprietary
121DeepSeek-AIDeepSeek V3.2-Exp (thinking)DeepSeek-AI1,423+/-441,980DeepSeek-AIMIT
122阿里巴巴Qwen3-235B-A22B-2507阿里巴巴1,422+/-397,815阿里巴巴Apache 2.0
123DeepSeek-AIDeepSeek V3.2-ExpDeepSeek-AI1,422+/-611,947DeepSeek-AIMIT
124DeepSeek-AIDeepSeek-R1-0528DeepSeek-AI1,422+/-618,065DeepSeek-AIMIT
125xAIGrok 4 FastxAI1,419+/-86,322xAIProprietary
126Moonshot AIKimi K2 0905Moonshot AI1,419+/-711,537Moonshot AIModified MIT
127百度ERNIE 5.0百度1,418+/-94,728百度Proprietary
128Moonshot AIKimi K2Moonshot AI1,418+/-526,960Moonshot AIModified MIT
129DeepSeek-AIDeepSeek-V3.1 Terminus (thinking)DeepSeek-AI1,417+/-103,351DeepSeek-AIMIT
130DeepSeek-AIDeepSeek-V3.1DeepSeek-AI1,417+/-614,543DeepSeek-AIMIT
131阿里巴巴Qwen3.5-122B-A10B阿里巴巴1,416+/-429,671阿里巴巴Apache 2.0
132DeepSeek-AIDeepSeek-V3.1 (thinking)DeepSeek-AI1,416+/-711,408DeepSeek-AIMIT
133OpenAIGPT-4.1OpenAI1,415+/-450,001OpenAIProprietary
134MiniMaxAIMiniMax-M2.7MiniMaxAI1,415+/-377,968MiniMaxAIModified MIT
135DeepSeek-AIDeepSeek-V3.1 TerminusDeepSeek-AI1,415+/-103,600DeepSeek-AIMIT
136AnthropicClaude Opus 4Anthropic1,414+/-442,789AnthropicProprietary
137AnthropicHaiku 4.5Anthropic1,414+/-2140,791AnthropicProprietary
138阿里巴巴Qwen3-VL-235B-A22B-Instruct阿里巴巴1,413+/-711,241阿里巴巴Apache 2.0
139MistralAIMistral Large 3MistralAI1,413+/-377,456MistralAIApache 2.0
140Amazonamazon-nova-experimental-chat-26-01-10Amazon1,413+/-103,535AmazonProprietary
141xAIGrok 3xAI1,411+/-432,385xAIProprietary
142智谱AIGLM-4.5智谱AI1,411+/-523,659智谱AIMIT
143xAIGrok 4xAI1,411+/-439,389xAIProprietary
144Google DeepMindGemini 2.5 FlashGoogle DeepMind1,409+/-2125,044Google DeepMindProprietary
145Tencenthunyuan-hy3-previewTencent1,409+/-76,878Tencenttencent-hunyuan-community
146阿里巴巴Qwen3.5-27B阿里巴巴1,409+/-428,640阿里巴巴Apache 2.0
147MistralAIMagistral-Medium-2506MistralAI1,408+/-395,010MistralAIProprietary
148Inkling SmallThinky1,405+/-524,758ThinkyApache 2.0
149xAIGrok 4 Fast (fast-reasoning)xAI1,405+/-518,151xAIProprietary
150Google DeepMindGemini 2.5 Flash-Preview-09-2025Google DeepMind1,403+/-432,853Google DeepMindProprietary
151Alibabaqwen3-235b-a22b-no-thinkingAlibaba1,403+/-537,284AlibabaApache 2.0
152OpenAIOpenAI o1OpenAI1,402+/-427,807OpenAIProprietary
153AnthropicClaude Sonnet 4 (thinking-32k)Anthropic1,402+/-433,920AnthropicProprietary
154Meituanlongcat-flash-chatMeituan1,401+/-611,119MeituanMIT
155OpenAIGPT-5.4 nano (high)OpenAI1,401+/-462,171OpenAIProprietary
156Alibabaqwen3-235b-a22b-thinking-2507Alibaba1,400+/-78,776AlibabaApache 2.0
157阿里巴巴Qwen3-Next阿里巴巴1,399+/-522,602阿里巴巴Apache 2.0
158DeepSeek-AIDeepSeek-R1DeepSeek-AI1,398+/-518,524DeepSeek-AIMIT
159StepFunAIStep 3.5 FlashStepFunAI1,396+/-461,728StepFunAIProprietary
160DeepSeek-AIDeepSeek-V3-0324DeepSeek-AI1,396+/-444,754DeepSeek-AIMIT
161阿里巴巴Qwen3-VL-235B-A22B-Instruct (thinking)阿里巴巴1,395+/-77,797阿里巴巴Apache 2.0
162Tencenthunyuan-vision-1.5-thinkingTencent1,395+/-122,160TencentProprietary
163阿里巴巴Qwen3.5-35B-A3B阿里巴巴1,394+/-430,420阿里巴巴Apache 2.0
164Amazonamazon-nova-experimental-chat-12-10Amazon1,394+/-93,728AmazonProprietary
165StepFunAIStep 3.5 FlashStepFunAI1,393+/-460,243StepFunAIApache 2.0
166mimo-v2-flash (non-thinking)Xiaomi1,392+/-348,020XiaomiMIT
167OpenAIOpenAI o4 - miniOpenAI1,391+/-444,637OpenAIProprietary
168MiniMaxAIMiniMax M2.5MiniMaxAI1,391+/-442,743MiniMaxAIModified MIT
169AnthropicClaude Sonnet 4Anthropic1,391+/-438,917AnthropicProprietary
170OpenAIGPT-5-mini (high)OpenAI1,390+/-526,641OpenAIProprietary
171OpenAIOpenAI o1OpenAI1,389+/-531,122OpenAIProprietary
172AnthropicClaude3-Sonnet (thinking-32k)Anthropic1,388+/-438,031AnthropicProprietary
173Mistralmistral-medium-2505Mistral1,387+/-532,615MistralProprietary
174阿里巴巴Qwen3-Coder-480B-A35B阿里巴巴1,387+/-525,012阿里巴巴Apache 2.0
175腾讯AI实验室Hunyuan-T1腾讯AI实验室1,387+/-94,573腾讯AI实验室Proprietary
176mimo-v2-flash (thinking)Xiaomi1,387+/-611,118XiaomiMIT
177solar-pro4Upstage1,385+/-613,541UpstageProprietary
178MiniMaxAIM2.1MiniMaxAI1,385+/-517,192MiniMaxAIMIT
179OpenAIGPT-4.1 miniOpenAI1,383+/-438,547OpenAIProprietary
180Tencenthunyuan-turbos-20250416Tencent1,383+/-710,579TencentProprietary
181阿里巴巴Qwen3-30B-A3B-2507阿里巴巴1,383+/-523,179阿里巴巴Apache 2.0
182Google DeepMindGemini 2.5 Flash-Lite-Preview-09-2025 (no-thinking)Google DeepMind1,379+/-347,258Google DeepMindProprietary
183trinity-large-preview Apache 2.01,379+/-431,227——
184智谱AIGLM-4.6V智谱AI1,379+/-112,830智谱AIMIT
185阿里巴巴Qwen3-235B-A22B阿里巴巴1,375+/-525,827阿里巴巴Apache 2.0
186Google DeepMindGemini 2.5 Flash-Lite (thinking)Google DeepMind1,375+/-532,185Google DeepMindProprietary
187AnthropicClaude 3.5 SonnetAnthropic1,374+/-387,644AnthropicProprietary
188阿里巴巴Qwen2.5-Max阿里巴巴1,374+/-432,410阿里巴巴Proprietary
189智谱AIGLM-4.5-Air智谱AI1,373+/-430,453智谱AIMIT
190AnthropicClaude3-SonnetAnthropic1,373+/-442,408AnthropicProprietary
191阿里巴巴Qwen3-Next (thinking)阿里巴巴1,369+/-613,373阿里巴巴Apache 2.0
192trinity-large-thinking Apache 2.01,368+/-530,277——
193Google DeepMindGemma 3 - 27B (IT)Google DeepMind1,365+/-446,433Google DeepMindGemma
194智谱AIGLM-4.7-Flash智谱AI1,365+/-611,983智谱AIMIT
195Amazonamazon-nova-experimental-chat-11-10Amazon1,364+/-426,001AmazonProprietary
196MiniMaxminimax-m1MiniMax1,364+/-434,045MiniMaxApache 2.0
197OpenAIOpenAI o3-mini (high)OpenAI1,364+/-515,505OpenAIProprietary
198OpenAIOpenAI o3-mini (high)OpenAI1,364+/-518,589OpenAIProprietary
199Nvidianvidia-nemotron-3-super-120b-a12bNvidia1,360+/-77,864NvidiaNVIDIA Open Model
200Google DeepMindGemini 2.0 Flash ExperimentalGoogle DeepMind1,360+/-443,315Google DeepMindProprietary
201DeepSeek-AIDeepSeek-V3DeepSeek-AI1,358+/-521,770DeepSeek-AIDeepSeek
202xAIgrok-3-mini-betaxAI1,358+/-520,813xAIProprietary
203MistralAIMistral-Small-3.2MistralAI1,357+/-517,352MistralAIApache 2.0
204intellect-3 MIT1,356+/-85,419——
205CohereAIC4AI Command A (202503)CohereAI1,354+/-355,477CohereAICC-BY-NC-4.0
206Google DeepMindGemini 2.0 Flash-LiteGoogle DeepMind1,354+/-424,955Google DeepMindProprietary
207智谱AIGLM-4.5V智谱AI1,352+/-84,809智谱AIMIT
208OpenAIGPT OSS 120BOpenAI1,352+/-430,021OpenAIApache 2.0
209Google DeepMindGemini 1.5 ProGoogle DeepMind1,351+/-355,606Google DeepMindProprietary
210StepFunAIStep3StepFunAI1,349+/-86,267StepFunAIApache 2.0
211Tencenthunyuan-turbos-20250226Tencent1,349+/-122,220TencentProprietary
212Amazonamazon-nova-experimental-chat-10-20Amazon1,348+/-611,599AmazonProprietary
213OpenAIOpenAI o3-miniOpenAI1,348+/-456,572OpenAIProprietary
214Nvidiallama-3.1-nemotron-ultra-253b-v1Nvidia1,348+/-122,549NvidiaNvidia Open Model
215Amazonamazon-nova-experimental-chat-10-09Amazon1,347+/-112,765AmazonProprietary
216阿里巴巴Qwen3-32B阿里巴巴1,347+/-93,926阿里巴巴Apache 2.0
217Nvidianvidia-nemotron-3.5-lightning-30b-a3b-nvfp4Nvidia1,347+/-612,912NvidiaOpenMDW-1.1
218OpenAIGPT-4oOpenAI1,346+/-3112,881OpenAIProprietary
219Alibabaqwen-plus-0125Alibaba1,346+/-85,819AlibabaProprietary
220ling-flash-2.0 AntGroup1,344+/-76,889GroupMIT
221MiniMaxAIMiniMax M2MiniMaxAI1,343+/-86,817MiniMaxAIApache 2.0
222AnthropicClaude 3.5 SonnetAnthropic1,343+/-382,419AnthropicProprietary
223AImercury-2 InceptionAI1,343+/-113,200AIProprietary
224Nvidianvidia-llama-3.3-nemotron-super-49b-v1.5Nvidia1,343+/-103,308NvidiaNvidia Open
225glm-4-plus-0111Zhipu1,343+/-85,760ZhipuProprietary
226Google DeepMindGemma 3 - 12B (IT)Google DeepMind1,342+/-103,829Google DeepMindGemma
227granite-4.2-30bIBM1,341+/-103,385IBMApache 2.0
228Tencenthunyuan-turbo-0110Tencent1,341+/-122,290TencentProprietary
229OpenAIGPT-5-Nano (high)OpenAI1,338+/-78,111OpenAIProprietary
230OpenAIOpenAI o1-miniOpenAI1,337+/-451,981OpenAIProprietary
231Googlegemini-advanced-0514Google1,336+/-550,148GoogleProprietary
232阿里巴巴QwQ-32B阿里巴巴1,336+/-425,080阿里巴巴Apache 2.0
233xAIGrok 2xAI1,336+/-463,498xAIProprietary
234OpenAIGPT-4oOpenAI1,336+/-445,499OpenAIProprietary
235Metallama-3.1-405b-instruct-bf16Meta1,335+/-441,375MetaLlama 3.1 Community
236亚马逊Nova 2 Lite亚马逊1,335+/-612,396亚马逊Proprietary
237StepFunstep-2-16k-exp-202412StepFun1,334+/-94,833StepFunProprietary
238Metallama-3.1-405b-instruct-fp8Meta1,334+/-459,656MetaLlama 3.1 Community
239olmo-3.1-32b-instructAi21,329+/-611,798Ai2Apache 2.0
240yi-lightning Proprietary1,328+/-527,332——
241Nvidiallama-3.3-nemotron-49b-super-v1Nvidia1,328+/-122,218NvidiaNvidia
242Facebook 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
243阿里巴巴Qwen3-30B-A3B阿里巴巴1,327+/-526,041阿里巴巴Apache 2.0
244Tencenthunyuan-large-2025-02-10Tencent1,326+/-103,738TencentProprietary
245AnthropicClaude 3.5 HaikuAnthropic1,325+/-368,875AnthropicProprietary
246OpenAIgpt-4-turbo-2024-04-09OpenAI1,324+/-498,114OpenAIProprietary
247Google DeepMindGemini 1.5 ProGoogle DeepMind1,324+/-479,138Google DeepMindProprietary
248DeepSeekdeepseek-v2.5-1210DeepSeek1,323+/-86,795DeepSeekDeepSeek
249ring-flash-2.0 AntGroup1,322+/-76,933GroupMIT
250OpenAIGPT-4.1 nanoOpenAI1,322+/-86,103OpenAIProprietary
251AnthropicClaude3-OpusAnthropic1,322+/-3194,909AnthropicProprietary
252molmo-2-8bAi21,322+/-21818Ai2Apache 2.0
253Facebook AI研究实验室Llama 4 Scout InstructFacebook AI研究实验室1,322+/-529,673Facebook AI研究实验室Llama
254StepFunstep-1o-turbo-202506StepFun1,320+/-78,844StepFunProprietary
255glm-4-plusZhipu AI1,319+/-526,126Zhipu AIProprietary
256Alibabaqwen-max-0919Alibaba1,318+/-616,478AlibabaQwen
257Facebook AI研究实验室Llama3.3-70B-InstructFacebook AI研究实验室1,318+/-454,368Facebook AI研究实验室Llama-3.3
258OpenAIGPT-4o miniOpenAI1,318+/-468,697OpenAIProprietary
259OpenAIGPT OSS 20BOpenAI1,318+/-610,372OpenAIApache 2.0
260Google DeepMindGemma-3n-E4BGoogle DeepMind1,317+/-522,041Google DeepMindGemma
261Alibabaqwen2.5-plus-1127Alibaba1,315+/-610,187AlibabaProprietary
262Mistralmistral-large-2407Mistral1,314+/-445,459MistralMistral Research
263athene-v2-chat NexusFlow1,314+/-524,739——
264Nvidianvidia-nemotron-3-nano-30b-a3b-bf16Nvidia1,313+/-515,731NvidiaNVIDIA Open Model
265OpenAIGPT-4OpenAI1,313+/-493,439OpenAIProprietary
266OpenAIGPT-4OpenAI1,313+/-4100,105OpenAIProprietary
267Tencenthunyuan-standard-2025-02-10Tencent1,311+/-103,904TencentProprietary
268Googlegemini-1.5-flash-002Google1,309+/-434,902GoogleProprietary
269xAIgrok-2-mini-2024-08-13xAI1,308+/-452,567xAIProprietary
270DeepSeek-AIDeepSeek V2.5DeepSeek-AI1,307+/-524,572DeepSeek-AIDeepSeek
271athene-70b-0725 CC-BY-NC-4.01,307+/-619,621——
272olmo-3-32b-thinkAi21,306+/-85,817Ai2Apache 2.0
273Mistralmistral-large-2411Mistral1,306+/-428,073MistralMRL
274AImercury InceptionAI1,305+/-141,951AIProprietary
275MistralAIMagistral-Medium-2506MistralAI1,305+/-611,435MistralAIProprietary
276granite-4.1-8bIBM1,304+/-104,168IBMApache 2.0
277Google DeepMindGemma 3 - 4B (IT)Google DeepMind1,303+/-94,171Google DeepMindGemma
278MistralAIMistral-Small-3.1-24B-Instruct-2503MistralAI1,303+/-532,548MistralAIApache 2.0
279阿里巴巴Qwen2.5-VL-72B-Instruct阿里巴巴1,303+/-439,406阿里巴巴Qwen
280Facebook 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
281Tencenthunyuan-large-visionTencent1,294+/-95,253TencentProprietary
282Facebook 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
283granite-4.2-3bIBM1,292+/-123,237IBMApache 2.0
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-4.2-8bIBM1,289+/-113,218IBMApache 2.0
288reka-core-20240904 Proprietary1,288+/-77,312——
289OpenAIGPT-4OpenAI1,288+/-554,173OpenAIProprietary
290ibm-granite-h-smallIBM1,287+/-85,576IBMApache 2.0
291Nvidiallama-3.1-nemotron-51b-instructNvidia1,287+/-103,749NvidiaLlama 3.1
292Googlegemini-1.5-flash-001Google1,287+/-562,833GoogleProprietary
293olmo-3.1-32b-thinkAi21,287+/-78,285Ai2Apache 2.0
294llama-3.1-tulu-3-70bAi21,286+/-102,846Ai2Llama 3.1
295AnthropicClaude3-SonnetAnthropic1,281+/-4109,284AnthropicProprietary
296gemma-2-9b-it-simpo MIT1,280+/-710,072——
297Nvidianemotron-4-340b-instructNvidia1,277+/-519,659NvidiaNVIDIA Open Model
298Facebook AI研究实验室Llama3-70B-InstructFacebook AI研究实验室1,277+/-4156,876Facebook AI研究实验室Llama 3 Community
299Coherecommand-r-plus-08-2024Cohere1,276+/-79,866CohereCC-BY-NC-4.0
300OpenAIGPT-4OpenAI1,276+/-488,723OpenAIProprietary
301MistralAIMistral Small 24B Instruct 2501MistralAI1,274+/-614,681MistralAIApache 2.0
302智谱AIGLM4智谱AI1,273+/-79,788智谱AIProprietary
303reka-flash-20240904 Proprietary1,272+/-77,536——
304阿里巴巴Qwen2.5-Coder-32B-Instruct阿里巴巴1,271+/-85,432阿里巴巴Apache 2.0
305CohereAIC4AI Aya Vision 32BCohereAI1,267+/-527,124CohereAICC-BY-NC-4.0
306Googlegemma-2-9b-itGoogle1,267+/-454,611GoogleGemma license
307DeepSeekdeepseek-coder-v2DeepSeek1,265+/-615,147DeepSeekDeepSeek License
308阿里巴巴Qwen2-72B-Instruct阿里巴巴1,262+/-537,325阿里巴巴Qianwen LICENSE
309CohereAIC4AI Command R+CohereAI1,262+/-477,554CohereAICC-BY-NC-4.0
310AnthropicClaude3-HaikuAnthropic1,262+/-4117,701AnthropicProprietary
311Amazonamazon-nova-lite-v1.0Amazon1,260+/-519,372AmazonProprietary
312Googlegemini-1.5-flash-8b-001Google1,259+/-435,558GoogleProprietary
313Microsoft AzurePhi-4-reasoningMicrosoft Azure1,256+/-524,126Microsoft AzureMIT
314olmo-2-0325-32b-instructAi21,252+/-113,334Ai2Apache-2.0
315Coherecommand-r-08-2024Cohere1,250+/-710,140CohereCC-BY-NC-4.0
316Mistralmistral-large-2402Mistral1,243+/-562,436MistralProprietary
317Amazonamazon-nova-micro-v1.0Amazon1,241+/-519,364AmazonProprietary
318jamba-1.5-mini Jamba Open1,240+/-78,858——
319Mistralministral-8b-2410Mistral1,238+/-94,781MistralMRL
320Googlegemini-pro-dev-apiGoogle1,237+/-718,354GoogleProprietary
321阿里巴巴Qwen1.5-110B-Chat阿里巴巴1,234+/-626,195阿里巴巴Qianwen LICENSE
322reka-flash-21b-20240226-online Proprietary1,234+/-715,450——
323阿里巴巴Qwen1.5-72B-Chat阿里巴巴1,234+/-539,302阿里巴巴Qianwen LICENSE
324Tencenthunyuan-standard-256kTencent1,233+/-122,728TencentProprietary
325MistralAIMixtral-8x22B-Instruct-v0.1MistralAI1,230+/-551,416MistralAIApache 2.0
326Coherecommand-rCohere1,227+/-554,036CohereCC-BY-NC-4.0
327reka-flash-21b-20240226 Proprietary1,227+/-624,806——
328OpenAIgpt-3.5-turbo-0125OpenAI1,226+/-566,207OpenAIProprietary
329Facebook 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
330Google DeepMindGemini-proGoogle DeepMind1,224+/-126,390Google DeepMindProprietary
331CohereAIC4AI Aya Vision 8BCohereAI1,223+/-79,818CohereAICC-BY-NC-4.0
332Mistralmistral-mediumMistral1,223+/-534,550MistralProprietary
333llama-3.1-tulu-3-8bAi21,220+/-112,896Ai2Llama 3.1
334zephyr-orpo-141b-A35b-v0.1 Apache 2.01,213+/-114,652——
335零一万物Yi-1.5-34B零一万物1,213+/-524,146零一万物—
336Facebook 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
337Facebook 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
338OpenAIgpt-3.5-turbo-1106OpenAI1,204+/-916,619OpenAIProprietary
339Alibabaqwen1.5-32b-chatAlibaba1,204+/-621,741AlibabaQianwen LICENSE
340Googlegemma-2-2b-itGoogle1,200+/-446,616GoogleGemma license
341Microsoft AzurePhi-3-medium 14B-previewMicrosoft Azure1,198+/-525,055Microsoft AzureMIT
342Mistralmixtral-8x7b-instruct-v0.1Mistral1,197+/-473,503MistralApache 2.0
343dbrx-instruct-preview DBRX LICENSE1,196+/-632,191——
344阿里巴巴Qwen1.5-14B-Chat阿里巴巴1,191+/-717,839阿里巴巴Qianwen LICENSE
345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—
346DeepSeek-AIDeepSeek LLM 67B ChatDeepSeek-AI1,185+/-114,932DeepSeek-AIDeepSeek License
347WizardLM TeamWizardLM-70B-V1.0WizardLM Team1,185+/-98,214WizardLM TeamLlama 2 Community
348零一万物Yi-34B零一万物1,184+/-715,483零一万物—
349granite-3.0-8b-instructIBM1,183+/-96,638IBMApache 2.0
350openchat-3.5 Apache-2.01,183+/-107,968——
351openchat-3.5-0106 Apache-2.01,183+/-812,637——
352Google ResearchGemma 1.1-7B-ITGoogle Research1,183+/-623,893Google ResearchGemma license
353snowflake-arctic-instruct Apache 2.01,180+/-632,832——
354granite-3.1-2b-instructIBM1,179+/-113,188IBMApache 2.0
355Facebook AI研究实验室LLaMA2 70BFacebook AI研究实验室1,178+/-106,535Facebook AI研究实验室—
356openhermes-2.5-mistral-7b Apache-2.01,176+/-105,006——
357LM-SYSVicuna 33BLM-SYS1,173+/-622,479LM-SYS—
358Microsoft AzurePhi-3-small 7BMicrosoft Azure1,171+/-617,766Microsoft AzureMIT
359starling-lm-7b-beta Apache-2.01,171+/-716,056——
360Metallama-2-70b-chatMeta1,171+/-538,492MetaLlama 2 Community
361starling-lm-7b-alpha CC-BY-NC-4.01,167+/-810,224——
362Metallama-3.2-3b-instructMeta1,167+/-87,936MetaLlama 3.2
363nous-hermes-2-mixtral-8x7b-dpo Apache-2.01,164+/-123,777——
364阿里巴巴Qwen3-VL-2B阿里巴巴1,157+/-86,837阿里巴巴Apache 2.0
365Nvidiallama2-70b-steerlm-chatNvidia1,155+/-133,585NvidiaLlama 2 Community
366阿里巴巴QwQ-32B-Preview阿里巴巴1,154+/-113,231阿里巴巴Apache 2.0
367solar-10.7b-instruct-v1.0 CC-BY-NC-4.01,152+/-134,155——
368dolphin-2.2.1-mistral-7b Apache-2.01,152+/-151,679——
369mpt-30b-chat CC-BY-NC-SA-4.01,151+/-122,572——
370Microsoftwizardlm-13bMicrosoft1,150+/-97,044MicrosoftLlama 2 Community
371MistralAIMistral-7B-Instruct-v0.2MistralAI1,149+/-719,402MistralAIApache-2.0
372falcon-180b-chat Falcon-180B TII License1,148+/-171,295——
373阿里巴巴Qwen1.5-7B-Chat阿里巴巴1,144+/-104,737阿里巴巴Qianwen LICENSE
374Microsoft AzurePhi-3-mini 3.8BMicrosoft Azure1,143+/-612,297Microsoft AzureMIT
375vicuna-13b Llama 2 Community1,142+/-719,367——
376百川智能Baichuan2-13B-Chat百川智能1,141+/-719,174百川智能Llama 2 Community
377阿里巴巴Qwen-14B-Chat阿里巴巴1,139+/-114,964阿里巴巴Qianwen LICENSE
378Google ResearchPaLM 2Google Research1,139+/-98,554Google ResearchProprietary
379Google ResearchGemma 7B - ItGoogle Research1,138+/-98,925Google ResearchGemma license
380Facebook 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
381zephyr-7b-beta MIT1,131+/-911,118——
382Microsoft AzurePhi-3-mini 3.8BMicrosoft Azure1,130+/-720,685Microsoft AzureMIT
383Microsoft AzurePhi-3-mini 3.8BMicrosoft Azure1,128+/-620,118Microsoft AzureMIT
384guanaco-33b Non-commercial1,127+/-122,921——
385zephyr-7b-alpha MIT1,127+/-161,785——
386stripedhyena-nous-7b Apache 2.01,122+/-115,182——
387Facebook 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
388Google ResearchGemma 1.1-2B-ITGoogle Research1,117+/-810,854Google ResearchGemma license
389vicuna-7b Llama 2 Community1,115+/-96,923——
390smollm2-1.7b-instruct Apache 2.01,115+/-142,199——
391Metallama-3.2-1b-instructMeta1,111+/-88,045MetaLlama 3.2
392MistralAIMistral 7B InstructMistralAI1,110+/-98,977MistralAIApache 2.0
393百川智能Baichuan2-7B-Chat百川智能1,108+/-714,148百川智能Llama 2 Community
394Google ResearchGemma 2B - ItGoogle Research1,094+/-114,780Google ResearchGemma license
395阿里巴巴Qwen1.5-4B-Chat阿里巴巴1,091+/-97,597阿里巴巴Qianwen LICENSE
396olmo-7b-instructAi21,074+/-116,328Ai2Apache-2.0
397达摩院Koala达摩院1,071+/-106,965达摩院—
398alpaca-13b Non-commercial1,070+/-115,745——
399Nomic AIGPT4All 13BNomic AI1,068+/-151,743Nomic AI—
400mpt-7b-chat CC-BY-NC-SA-4.01,063+/-123,924——
401智谱AIChatGLM3-6B智谱AI1,057+/-124,658智谱AI—
402RWKV-4-Raven-14B Apache 2.01,042+/-114,845——
403智谱AIChatGLM2-6B智谱AI1,025+/-142,658智谱AI—
404oasst-pythia-12b Apache 2.01,024+/-116,310——
405智谱AIChatGLM-6B智谱AI996+/-134,914智谱AI—
406fastchat-t5-3b Apache 2.0993+/-124,203——
407dolly-v2-12b MIT982+/-133,412——
408Facebook 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
409stablelm-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。