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

1,517

模型数量

418

数据版本

2026年10月22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 (High)Google1,517+/-710,083GoogleProprietary
AnthropicClaude Opus 5.5 (High)Anthropic1,509+/-710,322AnthropicProprietary
MetaMuse Wonder (Max)Meta1,509+/-86,001MetaProprietary
4AnthropicClaude Fable 5 (High)Anthropic1,503+/-444,253AnthropicProprietary
5AnthropicClaude Fable 5.1 (Max)Anthropic1,503+/-616,343AnthropicProprietary
6AnthropicClaude Opus 4.6 (high)Anthropic1,503+/-383,454AnthropicProprietary
7AnthropicClaude Opus 4.7 (High)Anthropic1,501+/-465,140AnthropicProprietary
8AnthropicClaude Opus 4.6Anthropic1,497+/-388,206AnthropicProprietary
9GoogleGemini 3.8 Flash (High)Google1,496+/-443,997GoogleProprietary
10MetaMuse Spark 1.3 (Max)Meta1,496+/-520,506MetaProprietary
11AnthropicOpus 4.7Anthropic1,494+/-466,183AnthropicProprietary
12Facebook AI研究实验室Muse Spark 1.2 (xhigh)Facebook AI研究实验室1,491+/-710,470Facebook AI研究实验室Proprietary
13AnthropicClaude Opus 5 (max)Anthropic1,491+/-534,526AnthropicProprietary
14AnthropicClaude Opus 5 (high)Anthropic1,491+/-471,020AnthropicProprietary
15Facebook AI研究实验室Muse Spark 1.1Facebook AI研究实验室1,490+/-446,121Facebook AI研究实验室Proprietary
16Google DeepMindGemini 3.7 Flash (high)Google DeepMind1,490+/-530,501Google DeepMindProprietary
17Facebook AI研究实验室Muse SparkFacebook AI研究实验室1,489+/-614,147Facebook AI研究实验室Proprietary
18Moonshot AIKimi K3 (max)Moonshot AI1,487+/-435,379Moonshot AIKimi K3 license
19Google DeepMindGemini 3.1 Pro PreviewGoogle DeepMind1,487+/-3130,819Google DeepMindProprietary
20GoogleGemini 3 ProGoogle1,486+/-442,054GoogleProprietary
21OpenAIGPT-5.6 Sol (xhigh)OpenAI1,485+/-442,713OpenAIProprietary
22GoogleGemini 3.6 Flash (High)Google1,483+/-436,102GoogleProprietary
23阿里巴巴Qwen3.8-Max阿里巴巴1,483+/-530,500阿里巴巴Proprietary
24OpenAIGPT-5.5 (high)OpenAI1,482+/-469,375OpenAIProprietary
25AnthropicClaude Opus 4.8 (High)Anthropic1,481+/-464,096AnthropicProprietary
26智谱AIGLM-5.3 (max)智谱AI1,481+/-525,144智谱AIMIT
27OpenAIGPT-6.1 Sol (Max)OpenAI1,480+/-78,305OpenAIProprietary
28MiMo-V2.6-ProXiaomi1,480+/-94,067XiaomiMIT
29AnthropicClaude Sonnet 5.5 (xHigh)Anthropic1,478+/-78,977AnthropicProprietary
30GoogleGemini 3.5 Flash (High)Google1,477+/-448,504GoogleProprietary
31OpenAIGPT-5.5OpenAI1,477+/-470,998OpenAIProprietary
32OpenAIGPT-6 Astra (max)OpenAI1,476+/-614,076OpenAIProprietary
33Google DeepMindGemini 3.5 Flash (medium)Google DeepMind1,476+/-447,271Google DeepMindProprietary
34DeepSeekDeepSeek-V4.1-Flash-20260910 (Max)DeepSeek1,476+/-613,750DeepSeekMIT
35Z.aiGLM-5.3-FlashZ.ai1,476+/-538,359Z.aiMIT
36OpenAIGPT-5.2 Chat (20260210)OpenAI1,476+/-435,982OpenAIProprietary
37智谱AIGLM-5.2 (max)智谱AI1,475+/-452,283智谱AIMIT
38OpenAIGPT-5.4 (High)OpenAI1,475+/-464,757OpenAIProprietary
39SpaceXAIGrok 4.20 Beta 1SpaceXAI1,475+/-527,914SpaceXAIProprietary
40AnthropicClaude Opus 4.8Anthropic1,474+/-465,208AnthropicProprietary
41阿里巴巴Qwen3.7-Max-Preview阿里巴巴1,474+/-103,941阿里巴巴Proprietary
42AnthropicClaude Opus 4.5 (High, 32K, 20251101)Anthropic1,474+/-437,485AnthropicProprietary
43OpenAIGPT-5.5 InstantOpenAI1,473+/-527,163OpenAIProprietary
44Google DeepMindGemini 3.0 FlashGoogle DeepMind1,473+/-431,313Google DeepMindProprietary
45AnthropicClaude Sonnet 4.6Anthropic1,472+/-470,953AnthropicProprietary
46SpaceXAIGrok 4.20 Beta (Reasoning, 0309)SpaceXAI1,472+/-466,418SpaceXAIProprietary
47SpaceXAIGrok 4.20 Multi-Agent Beta (0309)SpaceXAI1,471+/-464,928SpaceXAIProprietary
48AnthropicClaude Opus 4.5 (20251101)Anthropic1,470+/-372,850AnthropicProprietary
49OpenAIGPT-5.6 Terra (xhigh)OpenAI1,467+/-446,470OpenAIProprietary
50BaiduERNIE 5.1Baidu1,467+/-539,474BaiduProprietary
51MiMo-V2.5-Pro小米1,466+/-477,883小米MIT
52xAIGrok 4.5xAI1,466+/-439,880xAIProprietary
53智谱AIGLM 5.1智谱AI1,465+/-465,402智谱AIMIT
54SpaceXAIGrok 4.1 (Thinking)SpaceXAI1,465+/-366,479SpaceXAIProprietary
55OpenAIGPT-5.4OpenAI1,465+/-467,855OpenAIProprietary
56阿里巴巴Qwen3.5 Max Preview阿里巴巴1,465+/-522,601阿里巴巴Proprietary
57DeepSeekDeepSeek-V4-Pro (High, 20260813)DeepSeek1,465+/-79,797DeepSeekMIT
58AnthropicClaude Sonnet 5 (High)Anthropic1,461+/-451,784AnthropicProprietary
59Moonshot AIKimi K2.6Moonshot AI1,461+/-440,026Moonshot AIModified MIT
60阿里巴巴Qwen3.6-Max-Preview阿里巴巴1,461+/-85,423阿里巴巴Proprietary
61SpaceXAIGrok 4.1SpaceXAI1,459+/-368,621SpaceXAIProprietary
62OpenAIGPT-6 Sol (Max)OpenAI1,459+/-614,707OpenAIProprietary
63GoogleGemini 3 Flash (Minimal)Google1,458+/-390,998GoogleProprietary
64DeepSeek-AIDeepSeek-V4-ProDeepSeek-AI1,458+/-457,588DeepSeek-AIMIT
65智谱AIGLM-5智谱AI1,457+/-429,267智谱AIMIT
66xAIGrok 4.6 (high)xAI1,456+/-532,189xAIProprietary
67AnthropicClaude Sonnet 4.5 (High, 32K, 20250929)Anthropic1,456+/-383,906AnthropicProprietary
68BytedanceDola Seed 2.0 ProBytedance1,456+/-379,130BytedanceProprietary
69OpenAIGPT-5.1 (high)OpenAI1,456+/-441,646OpenAIProprietary
70阿里巴巴Qwen3.7-Plus阿里巴巴1,456+/-442,058阿里巴巴Proprietary
71Google DeepMindGemini 3.5 Flash-LiteGoogle DeepMind1,455+/-435,829Google DeepMindProprietary
72AnthropicClaude Sonnet 4.5 (20250929)Anthropic1,455+/-382,650AnthropicProprietary
73DeepSeekDeepSeek-V4-Pro Preview (High)DeepSeek1,455+/-454,896DeepSeekMIT
74腾讯AI实验室Hy3腾讯AI实验室1,454+/-613,220腾讯AI实验室Apache 2.0
75OpenAIGPT-5.6 Luna (xhigh)OpenAI1,453+/-441,426OpenAIProprietary
76GoogleGemma 4 31BGoogle1,452+/-76,137GoogleApache 2.0
77OpenAIGPT-5.3 ChatOpenAI1,450+/-434,324OpenAIProprietary
78Moonshot AIKimi K2.5 (thinking)Moonshot AI1,450+/-374,744Moonshot AIModified MIT
79AnthropicClaude Opus 4.1 (Thinking 16K, 20250805)Anthropic1,450+/-349,536AnthropicProprietary
80BaiduERNIE-5.0-Preview (1203)Baidu1,449+/-79,805BaiduProprietary
81MiMo-V2.6-FlashXiaomi1,448+/-613,730XiaomiMIT
82AnthropicClaude Opus 4.1 (20250805)Anthropic1,448+/-377,211AnthropicProprietary
83MiMo-V2-ProXiaomi1,448+/-525,435XiaomiProprietary
84StepFunStep 5 PreviewStepFun1,448+/-79,792StepFunProprietary
85OpenAIGPT-5.4 mini (High)OpenAI1,447+/-463,451OpenAIProprietary
86BaiduERNIE 5.0 (0110)Baidu1,446+/-436,481BaiduProprietary
87Google DeepMindGemini 2.5-ProGoogle DeepMind1,445+/-2125,316Google DeepMindProprietary
88OpenAIGPT-4.5 Preview (2025-02-27)OpenAI1,445+/-614,547OpenAIProprietary
89阿里巴巴Qwen 3.6 Plus Preview阿里巴巴1,443+/-448,142阿里巴巴Proprietary
90OpenAIChatGPT-4o Latest (20250326)OpenAI1,443+/-381,905OpenAIProprietary
91OpenAIGPT-6 Luna (Max)OpenAI1,442+/-472,504OpenAIProprietary
92阿里巴巴Qwen3.5-397B-A17B阿里巴巴1,442+/-396,206阿里巴巴Apache 2.0
93xAIGrok 4.3 BetaxAI1,442+/-471,348xAIProprietary
94InklingThinking Machines Lab1,442+/-443,705Thinking Machines LabApache 2.0
95智谱AIGLM-4.7智谱AI1,441+/-612,245智谱AIMIT
96SpaceXAIGrok 4.7 (xHigh)SpaceXAI1,441+/-614,693SpaceXAIProprietary
97MiniMaxAIMiniMax M3MiniMaxAI1,440+/-467,030MiniMaxAIMiniMax Community License
98DeepSeekDeepSeek-V4-Flash Preview (High)DeepSeek1,439+/-451,781DeepSeekMIT
99OpenAIGPT-5.1OpenAI1,439+/-444,419OpenAIProprietary
100GoogleGemma 4 26B A4BGoogle1,437+/-76,092GoogleApache 2.0
101OpenAIGPT-5.2 (high)OpenAI1,437+/-449,643OpenAIProprietary
102AlibabaQwen3.8-27BAlibaba1,437+/-526,238AlibabaApache 2.0
103MeituanLongCat-Flash-Chat Exp (2602)Meituan1,436+/-529,275MeituanProprietary
104Beam 1.0 501B A23BReflection1,436+/-94,237ReflectionApache 2.0
105DeepSeek-AIDeepSeek-V4-FlashDeepSeek-AI1,436+/-451,982DeepSeek-AIMIT
106OpenAIGPT-5.2OpenAI1,435+/-383,828OpenAIProprietary
107OpenAIGPT-5 (high)OpenAI1,435+/-531,712OpenAIProprietary
108阿里巴巴Qwen3 Max (Preview)阿里巴巴1,434+/-527,367阿里巴巴Proprietary
109MiMo-V2.5小米1,434+/-447,364小米MIT
110智谱AIGLM-5V-Turbo智谱AI1,434+/-610,477智谱AIProprietary
111MistralMistral Large 4Mistral1,434+/-610,331MistralProprietary
112GoogleGemini 3.1 Flash-Lite PreviewGoogle1,433+/-464,209GoogleProprietary
113OpenAIo3 (2025-04-16)OpenAI1,432+/-458,894OpenAIProprietary
114MoonshotKimi K2.5 (Instant)Moonshot1,431+/-78,371MoonshotModified MIT
115MiMo-V2-OmniXiaomi1,431+/-620,618XiaomiProprietary
116xAIGrok 4.1 Fast (reasoning)xAI1,430+/-357,526xAIProprietary
117MoonshotKimi K2 Thinking TurboMoonshot1,430+/-363,348MoonshotModified MIT
118Amazonamazon-nova-experimental-chat (26-02-10)Amazon1,427+/-103,522AmazonProprietary
119MistralAIMistral Medium 3.5MistralAI1,426+/-611,791MistralAIModified MIT
120OpenAIGPT-5 ChatOpenAI1,426+/-431,183OpenAIProprietary
121AnthropicClaude Opus 4 (Thinking 16K, 20250514)Anthropic1,426+/-435,908AnthropicProprietary
122NvidiaNVIDIA-Nemotron-3-Ultra-550B-A55B (NVFP4)Nvidia1,426+/-711,557NvidiaOpenMDW-1.1
123DeepSeekDeepSeek-V3.2-Exp (Thinking)DeepSeek1,425+/-78,994DeepSeekMIT
124DeepSeek-AIDeepSeek V3.2DeepSeek-AI1,425+/-348,090DeepSeek-AIMIT
125MetaMuse GlimmerMeta1,425+/-103,889MetaApache-2.0
126AnthropicClaude Haiku 5.5 (High)Anthropic1,425+/-86,080AnthropicProprietary
127智谱AIGLM-4.6智谱AI1,424+/-435,818智谱AIMIT
128AlibabaQwen3-Max (2025-09-23)Alibaba1,424+/-69,027AlibabaProprietary
129DeepSeekDeepSeek-V3.2 (Thinking)DeepSeek1,422+/-442,042DeepSeekMIT
130AlibabaQwen3-235B-A22B-Instruct (2507)Alibaba1,422+/-398,096AlibabaApache 2.0
131DeepSeek-AIDeepSeek V3.2-ExpDeepSeek-AI1,422+/-611,997DeepSeek-AIMIT
132DeepSeekDeepSeek-R1 (0528)DeepSeek1,421+/-618,170DeepSeekMIT
133MoonshotKimi K2 Preview (0905)Moonshot1,419+/-711,586MoonshotModified MIT
134SpaceXAIGrok 4 Fast (Non-Reasoning)SpaceXAI1,418+/-86,337SpaceXAIProprietary
135BaiduERNIE-5.0-Preview (1022)Baidu1,418+/-94,754BaiduProprietary
136MoonshotKimi K2 Preview (0711)Moonshot1,418+/-527,136MoonshotModified MIT
137DeepSeek-AIDeepSeek-V3.1DeepSeek-AI1,417+/-614,607DeepSeek-AIMIT
138阿里巴巴Qwen3.5-122B-A10B阿里巴巴1,417+/-429,716阿里巴巴Apache 2.0
139DeepSeekDeepSeek-V3.1-Terminus (Thinking)DeepSeek1,416+/-103,375DeepSeekMIT
140DeepSeek-AIDeepSeek-V3.1 (thinking)DeepSeek-AI1,416+/-711,454DeepSeek-AIMIT
141MiniMaxAIMiniMax-M2.7MiniMaxAI1,415+/-387,731MiniMaxAIModified MIT
142DeepSeek-AIDeepSeek-V3.1 TerminusDeepSeek-AI1,415+/-103,608DeepSeek-AIMIT
143OpenAIGPT-4.1 (2025-04-14)OpenAI1,415+/-450,302OpenAIProprietary
144AnthropicClaude Haiku 4.5 (20251001)Anthropic1,414+/-2152,393AnthropicProprietary
145MistralAIMistral Large 3MistralAI1,414+/-386,928MistralAIApache 2.0
146AnthropicClaude Opus 4 (20250514)Anthropic1,414+/-443,036AnthropicProprietary
147阿里巴巴Qwen3-VL-235B-A22B-Instruct阿里巴巴1,413+/-711,312阿里巴巴Apache 2.0
148Amazonamazon-nova-experimental-chat (26-01-10)Amazon1,413+/-103,537AmazonProprietary
149NvidiaNVIDIA-Nemotron-3.5-Super-VL-120B-A12B (NVFP4)Nvidia1,413+/-94,176NvidiaOpenMDW-1.1
150SpaceXAIGrok 3 Preview (02-24)SpaceXAI1,411+/-432,498SpaceXAIProprietary
151智谱AIGLM-4.5智谱AI1,411+/-523,791智谱AIMIT
152SpaceXAIGrok 4 (0709)SpaceXAI1,411+/-439,679SpaceXAIProprietary
153Google DeepMindGemini 2.5 FlashGoogle DeepMind1,409+/-2125,462Google DeepMindProprietary
154TencentHy3 previewTencent1,409+/-76,875Tencenttencent-hunyuan-community
155阿里巴巴Qwen3.5-27B阿里巴巴1,409+/-428,661阿里巴巴Apache 2.0
156MistralMistral Medium 3.1 (2508)Mistral1,408+/-395,285MistralProprietary
157xAIGrok 4 Fast (reasoning)xAI1,405+/-518,267xAIProprietary
158Inkling-SmallThinky1,405+/-535,359ThinkyApache 2.0
159GoogleGemini 2.5 Flash Preview (09-2025)Google1,403+/-432,982GoogleProprietary
160OpenAIo1 (2024-12-17)OpenAI1,402+/-427,807OpenAIProprietary
161AlibabaQwen3-235B-A22B (Non-Thinking)Alibaba1,402+/-537,485AlibabaApache 2.0
162AnthropicClaude Sonnet 4 (Thinking 32K, 20250514)Anthropic1,402+/-434,135AnthropicProprietary
163OpenAIGPT-5.4 nano (High)OpenAI1,401+/-462,375OpenAIProprietary
164MeituanLongCat-Flash-ChatMeituan1,401+/-611,166MeituanMIT
165AlibabaQwen3-235B-A22B-Thinking (2507)Alibaba1,400+/-78,821AlibabaApache 2.0
166阿里巴巴Qwen3-Next阿里巴巴1,399+/-522,755阿里巴巴Apache 2.0
167DeepSeek-AIDeepSeek-R1DeepSeek-AI1,398+/-518,524DeepSeek-AIMIT
168StepFunAIStep 3.5 FlashStepFunAI1,396+/-461,802StepFunAIProprietary
169DeepSeekDeepSeek-V3 (0324)DeepSeek1,395+/-444,974DeepSeekMIT
170阿里巴巴Qwen3-VL-235B-A22B-Instruct (thinking)阿里巴巴1,395+/-77,855阿里巴巴Apache 2.0
171TencentHunyuan Vision 1.5 ThinkingTencent1,394+/-122,168TencentProprietary
172阿里巴巴Qwen3.5-35B-A3B阿里巴巴1,394+/-430,443阿里巴巴Apache 2.0
173Amazonamazon-nova-experimental-chat (12-10)Amazon1,393+/-93,728AmazonProprietary
174StepFunAIStep 3.5 FlashStepFunAI1,393+/-460,329StepFunAIApache 2.0
175MiMo-V2-Flash (Non-Thinking)Xiaomi1,392+/-348,069XiaomiMIT
176OpenAIo4-mini (2025-04-16)OpenAI1,391+/-444,851OpenAIProprietary
177AnthropicClaude Sonnet 4 (20250514)Anthropic1,391+/-439,167AnthropicProprietary
178MiniMaxAIMiniMax M2.5MiniMaxAI1,391+/-442,791MiniMaxAIModified MIT
179OpenAIGPT-5-mini (high)OpenAI1,390+/-526,799OpenAIProprietary
180OpenAIOpenAI o1OpenAI1,389+/-531,122OpenAIProprietary
181AnthropicClaude 3.7 Sonnet (Thinking 32K, 20250219)Anthropic1,388+/-438,158AnthropicProprietary
182阿里巴巴Qwen3-Coder-480B-A35B阿里巴巴1,388+/-525,192阿里巴巴Apache 2.0
183Solar Pro 4Upstage1,387+/-524,453UpstageProprietary
184微软Phi-3-medium 14B-preview微软1,387+/-532,776微软Proprietary
185TencentHunyuan T1 (20250711)Tencent1,387+/-94,595TencentProprietary
186MiMo-V2-Flash (Thinking)Xiaomi1,386+/-611,140XiaomiMIT
187MiniMaxMiniMax-M2.1 PreviewMiniMax1,385+/-517,230MiniMaxMIT
188TencentHunyuan TurboS (20250416)Tencent1,383+/-610,623TencentProprietary
189OpenAIGPT-4.1 mini (2025-04-14)OpenAI1,383+/-438,701OpenAIProprietary
190AlibabaQwen3-30B-A3B-Instruct (2507)Alibaba1,382+/-523,306AlibabaApache 2.0
191GoogleGemini 2.5 Flash-Lite Preview (Non-Thinking, 09-2025)Google1,379+/-347,420GoogleProprietary
192Trinity Large Preview Apache 2.01,379+/-431,246——
193智谱AIGLM-4.6V智谱AI1,378+/-112,831智谱AIMIT
194阿里巴巴Qwen3-235B-A22B阿里巴巴1,375+/-525,949阿里巴巴Apache 2.0
195GoogleGemini 2.5 Flash-Lite Preview (Thinking, 06-17)Google1,375+/-532,380GoogleProprietary
196AnthropicClaude 3.5 Sonnet (20241022)Anthropic1,374+/-387,771AnthropicProprietary
197阿里巴巴Qwen2.5-Max阿里巴巴1,374+/-432,487阿里巴巴Proprietary
198智谱AIGLM-4.5-Air智谱AI1,373+/-430,646智谱AIMIT
199AnthropicClaude 3.7 Sonnet (20250219)Anthropic1,372+/-442,572AnthropicProprietary
200阿里巴巴Qwen3-Next (thinking)阿里巴巴1,369+/-613,473阿里巴巴Apache 2.0
201Trinity Large Thinking Apache 2.01,367+/-530,307——
202GoogleGemma 3 27B ITGoogle1,365+/-446,665GoogleGemma
203智谱AIGLM-4.7-Flash智谱AI1,365+/-612,013智谱AIMIT
204Amazonamazon-nova-experimental-chat (11-10)Amazon1,364+/-426,031AmazonProprietary
205MiniMaxMiniMax-M1MiniMax1,364+/-434,299MiniMaxApache 2.0
206SpaceXAIGrok 3 Mini (High)SpaceXAI1,364+/-515,591SpaceXAIProprietary
207OpenAIo3-mini (High)OpenAI1,364+/-518,589OpenAIProprietary
208NvidiaNVIDIA-Nemotron-3-Super-120B-A12BNvidia1,360+/-77,869NvidiaNVIDIA Open Model
209GoogleGemini 2.0 Flash (001)Google1,360+/-443,443GoogleProprietary
210DeepSeek-AIDeepSeek-V3DeepSeek-AI1,358+/-521,770DeepSeek-AIDeepSeek
211SpaceXAIGrok 3 Mini BetaSpaceXAI1,358+/-520,929SpaceXAIProprietary
212MistralMistral Small 3.2 (2506)Mistral1,356+/-517,454MistralApache 2.0
213INTELLECT-3 MIT1,356+/-85,432——
214CohereCommand A (03-2025)Cohere1,354+/-355,758CohereCC-BY-NC-4.0
215GoogleGemini 2.0 Flash-Lite Preview (02-05)Google1,354+/-424,955GoogleProprietary
216NvidiaNVIDIA-Nemotron-3.5-Lightning-30B-A3B (NVFP4)Nvidia1,353+/-522,498NvidiaOpenMDW-1.1
217智谱AIGLM-4.5V智谱AI1,352+/-84,821智谱AIMIT
218OpenAIGPT OSS 120BOpenAI1,352+/-430,207OpenAIApache 2.0
219GoogleGemini 1.5 Pro (002)Google1,351+/-355,606GoogleProprietary
220StepFunAIStep3StepFunAI1,349+/-86,295StepFunAIApache 2.0
221TencentHunyuan TurboS (20250226)Tencent1,349+/-122,220TencentProprietary
222Amazonamazon-nova-experimental-chat (10-20)Amazon1,348+/-611,621AmazonProprietary
223OpenAIOpenAI o3-miniOpenAI1,348+/-456,742OpenAIProprietary
224NvidiaLlama 3.1 Nemotron Ultra 253B v1Nvidia1,348+/-122,549NvidiaNvidia Open Model
225阿里巴巴Qwen3-32B阿里巴巴1,347+/-93,926阿里巴巴Apache 2.0
226Amazonamazon-nova-experimental-chat (10-09)Amazon1,346+/-112,781AmazonProprietary
227OpenAIGPT-4o (2024-05-13)OpenAI1,346+/-3112,881OpenAIProprietary
228AlibabaQwen-Plus (0125)Alibaba1,346+/-85,819AlibabaProprietary
229MiniMaxAIMiniMax M2MiniMaxAI1,344+/-86,855MiniMaxAIApache 2.0
230Ling-flash-2.0 AntGroup1,343+/-76,953GroupMIT
231AnthropicClaude 3.5 Sonnet (20240620)Anthropic1,343+/-382,419AnthropicProprietary
232NvidiaLlama 3.3 Nemotron Super 49B v1.5Nvidia1,343+/-103,328NvidiaNvidia Open
233AIMercury 2 InceptionAI1,343+/-113,193AIProprietary
234Z.aiGLM-4-Plus (0111)Z.ai1,343+/-85,760Z.aiProprietary
235GoogleGemma 3 12B ITGoogle1,342+/-103,829GoogleGemma
236TencentHunyuan Turbo (0110)Tencent1,341+/-122,290TencentProprietary
237Granite 4.2 30BIBM1,340+/-103,407IBMApache 2.0
238OpenAIGPT-5 nano (High)OpenAI1,338+/-78,134OpenAIProprietary
239OpenAIOpenAI o1-miniOpenAI1,337+/-451,981OpenAIProprietary
240GoogleGemini Advanced (0514)Google1,336+/-550,148GoogleProprietary
241SpaceXAIGrok 2 (2024-08-13)SpaceXAI1,336+/-463,498SpaceXAIProprietary
242阿里巴巴QwQ-32B阿里巴巴1,336+/-425,174阿里巴巴Apache 2.0
243OpenAIGPT-4o (2024-08-06)OpenAI1,336+/-445,499OpenAIProprietary
244MetaLlama 3.1 405B Instruct (BF16)Meta1,335+/-441,375MetaLlama 3.1 Community
245AmazonAmazon Nova 2 LiteAmazon1,335+/-612,410AmazonProprietary
246MetaLlama 3.1 405B Instruct (FP8)Meta1,334+/-459,656MetaLlama 3.1 Community
247StepFunStep-2 16K Exp (202412)StepFun1,334+/-94,833StepFunProprietary
248Olmo 3.1 32B InstructAi21,329+/-611,805Ai2Apache 2.0
249Yi Lightning Proprietary1,328+/-527,332——
250NvidiaLlama 3.3 Nemotron Super 49B v1Nvidia1,328+/-122,218NvidiaNvidia
251MetaLlama 4 Maverick 17B 128E InstructMeta1,327+/-439,444MetaLlama 4
252阿里巴巴Qwen3-30B-A3B阿里巴巴1,327+/-526,155阿里巴巴Apache 2.0
253TencentHunyuan Large (2025-02-10)Tencent1,326+/-103,738TencentProprietary
254AnthropicClaude 3.5 Haiku (20241022)Anthropic1,325+/-369,055AnthropicProprietary
255OpenAIGPT-4 Turbo (2024-04-09)OpenAI1,325+/-498,114OpenAIProprietary
256GoogleGemini 1.5 Pro (001)Google1,324+/-479,138GoogleProprietary
257DeepSeekDeepSeek-V2.5 (1210)DeepSeek1,323+/-86,795DeepSeekDeepSeek
258Ring-flash-2.0 AntGroup1,322+/-76,987GroupMIT
259OpenAIGPT-4.1 nano (2025-04-14)OpenAI1,322+/-86,103OpenAIProprietary
260AnthropicClaude 3 Opus (20240229)Anthropic1,322+/-3194,909AnthropicProprietary
261Molmo 2 8BAi21,322+/-21823Ai2Apache 2.0
262MetaLlama 4 Scout 17B 16E InstructMeta1,322+/-529,830MetaLlama
263StepFunStep-1o Turbo (202506)StepFun1,320+/-78,904StepFunProprietary
264GLM-4-PlusZhipu AI1,319+/-526,126Zhipu AIProprietary
265AlibabaQwen-Max (0919)Alibaba1,318+/-616,478AlibabaQwen
266MetaLlama 3.3 70B InstructMeta1,318+/-454,493MetaLlama-3.3
267OpenAIGPT-4o mini (2024-07-18)OpenAI1,318+/-468,705OpenAIProprietary
268GoogleGemma 3n E4B ITGoogle1,318+/-522,142GoogleGemma
269OpenAIgpt-oss-20bOpenAI1,317+/-610,417OpenAIApache 2.0
270AlibabaQwen2.5-Plus (1127)Alibaba1,315+/-610,187AlibabaProprietary
271MistralMistral Large 2 (2407)Mistral1,314+/-445,459MistralMistral Research
272Athene V2 Chat NexusFlow1,314+/-524,739——
273NvidiaNVIDIA-Nemotron-3-Nano-30B-A3B (BF16)Nvidia1,314+/-515,765NvidiaNVIDIA Open Model
274OpenAIGPT-4 Turbo Preview (0125)OpenAI1,313+/-493,439OpenAIProprietary
275OpenAIGPT-4 Turbo Preview (1106)OpenAI1,313+/-4100,105OpenAIProprietary
276TencentHunyuan Standard (2025-02-10)Tencent1,311+/-103,904TencentProprietary
277GoogleGemini 1.5 Flash (002)Google1,309+/-434,902GoogleProprietary
278SpaceXAIGrok 2 mini (2024-08-13)SpaceXAI1,308+/-452,567SpaceXAIProprietary
279DeepSeek-AIDeepSeek V2.5DeepSeek-AI1,307+/-524,572DeepSeek-AIDeepSeek
280Athene 70B (0725) CC-BY-NC-4.01,307+/-619,621——
281Olmo 3 32B ThinkAi21,306+/-85,825Ai2Apache 2.0
282AIMercury InceptionAI1,306+/-141,964AIProprietary
283MistralMistral Large (2411)Mistral1,306+/-428,073MistralMRL
284MistralMagistral Medium (2506)Mistral1,305+/-611,509MistralProprietary
285Granite 4.1 8BIBM1,304+/-104,177IBMApache 2.0
286GoogleGemma 3 4B ITGoogle1,303+/-94,171GoogleGemma
287阿里巴巴Qwen2.5-VL-72B-Instruct阿里巴巴1,303+/-439,406阿里巴巴Qwen
288MistralMistral Small 3.1 24B Instruct (2503)Mistral1,303+/-532,721MistralApache 2.0
289NvidiaLlama 3.1 Nemotron 70B InstructNvidia1,299+/-87,140NvidiaLlama 3.1
290TencentHunyuan Large VisionTencent1,294+/-95,283TencentProprietary
291MetaLlama 3.1 70B InstructMeta1,293+/-455,240MetaLlama 3.1 Community
292Granite 4.2 3BIBM1,290+/-123,260IBMApache 2.0
293AmazonAmazon Nova Pro 1.0Amazon1,290+/-524,745AmazonProprietary
294Granite 4.2 8BIBM1,290+/-113,259IBMApache 2.0
295GoogleGemma 2 27B ITGoogle1,289+/-375,754GoogleGemma license
296Jamba 1.5 Large Jamba Open1,289+/-78,662——
297Reka Core (20240904) Proprietary1,288+/-77,312——
298OpenAIGPT-4 (0314)OpenAI1,288+/-554,173OpenAIProprietary
299Granite-4.0-H-SmallIBM1,288+/-85,628IBMApache 2.0
300NvidiaLlama 3.1 Nemotron 51B InstructNvidia1,287+/-103,749NvidiaLlama 3.1
301GoogleGemini 1.5 Flash (001)Google1,287+/-562,833GoogleProprietary
302Olmo 3.1 32B ThinkAi21,286+/-78,299Ai2Apache 2.0
303Llama 3.1 Tulu 3 70BAi21,286+/-102,846Ai2Llama 3.1
304AnthropicClaude 3 Sonnet (20240229)Anthropic1,281+/-4109,284AnthropicProprietary
305Gemma 2 9B IT SimPO MIT1,280+/-710,072——
306NvidiaNemotron-4 340B InstructNvidia1,277+/-519,659NvidiaNVIDIA Open Model
307MetaLlama 3 70B InstructMeta1,277+/-4156,876MetaLlama 3 Community
308CohereCommand R+ (08-2024)Cohere1,276+/-79,866CohereCC-BY-NC-4.0
309OpenAIGPT-4 (0613)OpenAI1,276+/-488,723OpenAIProprietary
310MistralMistral Small 24B Instruct (2501)Mistral1,274+/-614,681MistralApache 2.0
311Z.aiGLM-4 (0520)Z.ai1,273+/-79,788Z.aiProprietary
312Reka Flash (20240904) Proprietary1,272+/-77,536——
313阿里巴巴Qwen2.5-Coder-32B-Instruct阿里巴巴1,271+/-85,432阿里巴巴Apache 2.0
314CohereAya Expanse 32BCohere1,267+/-527,124CohereCC-BY-NC-4.0
315GoogleGemma 2 9B ITGoogle1,267+/-454,611GoogleGemma license
316DeepSeekDeepSeek-Coder-V2DeepSeek1,265+/-615,147DeepSeekDeepSeek License
317阿里巴巴Qwen2-72B-Instruct阿里巴巴1,262+/-537,325阿里巴巴Qianwen LICENSE
318CohereCommand R+Cohere1,262+/-477,554CohereCC-BY-NC-4.0
319AnthropicClaude 3 Haiku (20240307)Anthropic1,262+/-4117,701AnthropicProprietary
320AmazonAmazon Nova Lite 1.0Amazon1,260+/-519,372AmazonProprietary
321GoogleGemini 1.5 Flash-8B (001)Google1,259+/-435,558GoogleProprietary
322微软Phi-4-reasoning微软1,256+/-524,126微软MIT
323OLMo 2 32B Instruct (0325)Ai21,252+/-113,334Ai2Apache-2.0
324CohereCommand R (08-2024)Cohere1,250+/-710,140CohereCC-BY-NC-4.0
325MistralMistral Large (2402)Mistral1,243+/-562,436MistralProprietary
326AmazonAmazon Nova Micro 1.0Amazon1,241+/-519,364AmazonProprietary
327Jamba 1.5 Mini Jamba Open1,240+/-78,858——
328MistralMinistral 8B (2410)Mistral1,238+/-94,781MistralMRL
329GoogleGemini Pro (Dev API)Google1,237+/-718,354GoogleProprietary
330阿里巴巴Qwen1.5-110B-Chat阿里巴巴1,234+/-626,195阿里巴巴Qianwen LICENSE
331Reka Flash 21B (Online, 20240226) Proprietary1,234+/-715,450——
332阿里巴巴Qwen1.5-72B-Chat阿里巴巴1,234+/-539,302阿里巴巴Qianwen LICENSE
333TencentHunyuan Standard 256KTencent1,233+/-122,728TencentProprietary
334MistralMixtral 8x22B Instruct v0.1Mistral1,230+/-551,416MistralApache 2.0
335CohereCommand RCohere1,227+/-554,036CohereCC-BY-NC-4.0
336Reka Flash 21B (20240226) Proprietary1,227+/-624,806——
337OpenAIGPT-3.5 Turbo (0125)OpenAI1,226+/-566,207OpenAIProprietary
338MetaLlama 3 8B InstructMeta1,224+/-4104,642MetaLlama 3 Community
339GoogleGemini ProGoogle1,224+/-126,390GoogleProprietary
340CohereAya Expanse 8BCohere1,223+/-79,818CohereCC-BY-NC-4.0
341MistralMistral MediumMistral1,223+/-534,550MistralProprietary
342Llama 3.1 Tulu 3 8BAi21,221+/-112,896Ai2Llama 3.1
343Zephyr ORPO 141B A35B v0.1 Apache 2.01,213+/-114,652——
344Yi 1.5 34B Chat Apache-2.01,213+/-524,146——
345MetaLlama 3.1 8B InstructMeta1,211+/-449,605MetaLlama 3.1 Community
346Granite 3.1 8B InstructIBM1,209+/-113,090IBMApache 2.0
347OpenAIGPT-3.5 Turbo (1106)OpenAI1,204+/-916,619OpenAIProprietary
348AlibabaQwen1.5-32B-ChatAlibaba1,204+/-621,741AlibabaQianwen LICENSE
349GoogleGemma 2 2B ITGoogle1,200+/-446,616GoogleGemma license
350MicrosoftPhi-3 Medium 4K InstructMicrosoft1,198+/-525,055MicrosoftMIT
351MistralMixtral 8x7B Instruct v0.1Mistral1,197+/-473,503MistralApache 2.0
352DBRX Instruct Preview DBRX LICENSE1,196+/-632,191——
353阿里巴巴Qwen1.5-14B-Chat阿里巴巴1,191+/-717,839阿里巴巴Qianwen LICENSE
354InternLM2.5 20B Chat Other1,191+/-79,901——
355DeepSeekDeepSeek LLM 67B ChatDeepSeek1,185+/-114,932DeepSeekDeepSeek License
356MicrosoftWizardLM 70BMicrosoft1,185+/-98,214MicrosoftLlama 2 Community
357Yi 34B Chat Yi License1,184+/-715,483——
358Granite 3.0 8B InstructIBM1,183+/-96,638IBMApache 2.0
359OpenChat 3.5 Apache-2.01,183+/-107,968——
360OpenChat 3.5 (0106) Apache-2.01,183+/-812,637——
361GoogleGemma 1.1 7B ITGoogle1,183+/-623,893GoogleGemma license
362Snowflake Arctic Instruct Apache 2.01,180+/-632,832——
363Granite 3.1 2B InstructIBM1,179+/-113,188IBMApache 2.0
364Tulu 2 DPO 70B AI2 ImpACT Low-risk1,178+/-106,535——
365OpenHermes 2.5 Mistral 7B Apache-2.01,176+/-105,006——
366Vicuna 33B Non-commercial1,173+/-622,479——
367MicrosoftPhi-3 Small 8K InstructMicrosoft1,171+/-617,766MicrosoftMIT
368Starling LM 7B Beta Apache-2.01,171+/-716,056——
369MetaLlama 2 70B ChatMeta1,171+/-538,492MetaLlama 2 Community
370Starling LM 7B Alpha CC-BY-NC-4.01,167+/-810,224——
371MetaLlama 3.2 3B InstructMeta1,167+/-87,936MetaLlama 3.2
372Nous Hermes 2 Mixtral 8x7B DPO Apache-2.01,164+/-123,777——
373Granite 3.0 2B InstructIBM1,157+/-86,837IBMApache 2.0
374NvidiaLlama 2 70B SteerLM ChatNvidia1,155+/-133,585NvidiaLlama 2 Community
375阿里巴巴QwQ-32B-Preview阿里巴巴1,154+/-113,231阿里巴巴Apache 2.0
376SOLAR 10.7B Instruct v1.0Upstage1,152+/-134,155UpstageCC-BY-NC-4.0
377Dolphin 2.2.1 Mistral 7B Apache-2.01,152+/-151,679——
378MPT 30B Chat CC-BY-NC-SA-4.01,151+/-122,572——
379MicrosoftWizardLM 13BMicrosoft1,150+/-97,044MicrosoftLlama 2 Community
380MistralMistral 7B Instruct v0.2Mistral1,149+/-719,402MistralApache-2.0
381Falcon 180B Chat Falcon-180B TII License1,148+/-171,295——
382阿里巴巴Qwen1.5-7B-Chat阿里巴巴1,144+/-104,737阿里巴巴Qianwen LICENSE
383MicrosoftPhi-3 Mini 4K Instruct (June 2024)Microsoft1,143+/-612,297MicrosoftMIT
384Vicuna 13B Llama 2 Community1,142+/-719,367——
385MetaLlama 2 13B ChatMeta1,141+/-719,174MetaLlama 2 Community
386阿里巴巴Qwen-14B-Chat阿里巴巴1,139+/-114,964阿里巴巴Qianwen LICENSE
387GooglePaLM 2Google1,139+/-98,554GoogleProprietary
388GoogleGemma 7B ITGoogle1,138+/-98,925GoogleGemma license
389MetaCode Llama 34B InstructMeta1,137+/-97,366MetaLlama 2 Community
390Zephyr 7B Beta MIT1,131+/-911,118——
391MicrosoftPhi-3 Mini 128K InstructMicrosoft1,130+/-720,685MicrosoftMIT
392MicrosoftPhi-3 Mini 4K InstructMicrosoft1,128+/-620,118MicrosoftMIT
393Guanaco 33B Non-commercial1,128+/-122,921——
394Zephyr 7B Alpha MIT1,127+/-161,785——
395StripedHyena Nous 7B Apache 2.01,122+/-115,182——
396MetaCode Llama 70B InstructMeta1,119+/-181,143MetaLlama 2 Community
397GoogleGemma 1.1 2B ITGoogle1,117+/-810,854GoogleGemma license
398Vicuna 7B Llama 2 Community1,115+/-96,923——
399SmolLM2 1.7B Instruct Apache 2.01,115+/-142,199——
400MetaLlama 3.2 1B InstructMeta1,111+/-88,045MetaLlama 3.2
401MistralMistral 7B InstructMistral1,110+/-98,977MistralApache 2.0
402MetaLlama 2 7B ChatMeta1,108+/-714,148MetaLlama 2 Community
403GoogleGemma 2B ITGoogle1,094+/-114,780GoogleGemma license
404阿里巴巴Qwen1.5-4B-Chat阿里巴巴1,091+/-97,597阿里巴巴Qianwen LICENSE
405OLMo 7B InstructAi21,074+/-116,328Ai2Apache-2.0
406Koala 13B Non-commercial1,071+/-106,965——
407Alpaca 13B Non-commercial1,070+/-115,745——
408GPT4All 13B Snoozy Non-commercial1,068+/-151,743——
409MPT 7B Chat CC-BY-NC-SA-4.01,064+/-123,924——
410ChatGLM3 6B Apache-2.01,057+/-124,658——
411RWKV-4 Raven 14B Apache 2.01,042+/-114,845——
412ChatGLM2 6B Apache-2.01,025+/-142,658——
413OpenAssistant Pythia 12B Apache 2.01,024+/-116,310——
414ChatGLM 6B Non-commercial996+/-124,914——
415FastChat-T5 3B Apache 2.0993+/-124,203——
416Dolly 2.0 12B MIT983+/-133,412——
417MetaLLaMA 13BMeta975+/-162,391MetaNon-commercial
418StableLM 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。