DataLearner 标志

Text Generation Arena 文本生成模型排行榜

基于 Text Generation Arena 用户匿名投票的最新AI文本生成模型排行榜,涵盖各模型的 Elo 得分、95% 置信区间、投票量、机构与许可证。

榜首模型

Claude Fable 5

最高得分

1,507

模型数量

378

数据版本

2026年07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 5Anthropic1,507+/-614,646AnthropicProprietary
AnthropicClaude Opus 4.6 (thinking)Anthropic1,505+/-463,191AnthropicProprietary
AnthropicOpus 4.7 (thinking)Anthropic1,502+/-450,683AnthropicProprietary
4AnthropicClaude Opus 4.6Anthropic1,498+/-467,037AnthropicProprietary
5Muse Spark 1.1Facebook AI研究实验室1,495+/-77,927Facebook AI研究实验室Proprietary
6AnthropicOpus 4.7Anthropic1,494+/-451,788AnthropicProprietary
7Muse SparkFacebook AI研究实验室1,488+/-613,565Facebook AI研究实验室Proprietary
8Google Deep MindGemini 3.1 Pro PreviewGoogle Deep Mind1,486+/-484,631Google Deep MindProprietary
9Google Deep MindGemini 3 ProGoogle Deep Mind1,486+/-441,268Google Deep MindProprietary
10Moonshot AIKimi K3Moonshot AI1,486+/-103,619Moonshot AIProprietary
11OpenAIgpt-5.6-sol-xhighOpenAI1,485+/-86,221OpenAIProprietary
12Googlegemini-3.6-flashGoogle1,485+/-94,747GoogleProprietary
13AnthropicClaude Opus 4.8 (thinking)Anthropic1,484+/-530,901AnthropicProprietary
14OpenAIGPT-5.5 (high)OpenAI1,482+/-445,760OpenAIProprietary
15OpenAIGPT-5.4 (high)OpenAI1,478+/-458,997OpenAIProprietary
16OpenAIGPT-5.5OpenAI1,476+/-447,180OpenAIProprietary
17Googlegemini-3.5-flash-highGoogle1,476+/-710,092GoogleProprietary
18OpenAIGPT-5.2 Chat (0210)OpenAI1,476+/-434,420OpenAIProprietary
19Qwen3.7-Max-Preview阿里巴巴1,475+/-103,714阿里巴巴Proprietary
20xAIGrok 4.20 BetaxAI1,474+/-526,822xAIProprietary
21Googlegemini-3.5-flash-mediumGoogle1,474+/-614,063GoogleProprietary
22AnthropicClaude Opus 4.8Anthropic1,473+/-531,619AnthropicProprietary
23OpenAIGPT-5.5 InstantOpenAI1,473+/-525,995OpenAIProprietary
24xAIgrok-4.20-beta-0309-reasoningxAI1,473+/-460,330xAIProprietary
25Google Deep MindGemini 3.0 FlashGoogle Deep Mind1,473+/-430,682Google Deep MindProprietary
26AnthropicClaude Opus 4 (thinking-32k)Anthropic1,473+/-437,037AnthropicProprietary
27AnthropicClaude Sonnet 4.6Anthropic1,473+/-457,183AnthropicProprietary
28xAIgrok-4.20-multi-agent-beta-0309xAI1,471+/-459,116xAIProprietary
29GLM 5.1智谱AI1,470+/-530,726智谱AIMIT
30GLM-5.2 (max)智谱AI1,469+/-618,017智谱AIMIT
31AnthropicClaude Opus 4Anthropic1,469+/-370,976AnthropicProprietary
32ERNIE-5.1-Preview百度1,468+/-537,418百度Proprietary
33xAIGrok 4.5xAI1,468+/-77,833xAIProprietary
34mimo-v2.5-proXiaomi1,467+/-442,195XiaomiMIT
35OpenAIGPT-5.4OpenAI1,466+/-462,036OpenAIProprietary
36xAIGrok 4.1 ThinkingxAI1,466+/-365,461xAIProprietary
37Qwen3.5 Max Preview阿里巴巴1,465+/-521,479阿里巴巴Proprietary
38AnthropicClaude Sonnet 4.5 (high)Anthropic1,461+/-613,521AnthropicProprietary
39Moonshot AIKimi K2.6Moonshot AI1,461+/-537,686Moonshot AIModified MIT
40Qwen3.6-Max-Preview阿里巴巴1,460+/-85,188阿里巴巴Proprietary
41Qwen3.7-Plus阿里巴巴1,460+/-622,271阿里巴巴Proprietary
42xAIGrok 4.1xAI1,459+/-367,589xAIProprietary
43Googlegemini-3.5-flash-liteGoogle1,459+/-94,674GoogleProprietary
44Google Deep MindGemini 3.0 Flash (minimal)Google Deep Mind1,459+/-384,397Google Deep MindProprietary
45GLM-5智谱AI1,457+/-427,785智谱AIMIT
46DeepSeek-AIDeepSeek-V4-ProDeepSeek-AI1,457+/-445,278DeepSeek-AIMIT
47AnthropicClaude Sonnet 4.5 (thinking-32k)Anthropic1,456+/-382,316AnthropicProprietary
48DOLA Seed 2.0 Pro字节跳动Seed团队1,455+/-467,993字节跳动Seed团队Proprietary
49DeepSeek-AIDeepSeek-V4-Pro (thinking)DeepSeek-AI1,455+/-443,079DeepSeek-AIMIT
50AnthropicClaude Sonnet 4.5Anthropic1,455+/-380,720AnthropicProprietary
51OpenAIGPT-5.1 Pro (high)OpenAI1,455+/-440,774OpenAIProprietary
52DeepMindGemma 4 31BDeepMind1,451+/-85,880DeepMindApache 2.0
53Moonshot AIKimi K2 ThinkingMoonshot AI1,450+/-462,688Moonshot AIModified MIT
54OpenAIGPT-5.4 mini (high)OpenAI1,449+/-457,822OpenAIProprietary
55AnthropicOpus 4.1 (thinking-16k)Anthropic1,449+/-349,754AnthropicProprietary
56ERNIE 5.0 Preview (1203)百度1,449+/-79,732百度Proprietary
57OpenAIGPT-5.3 ChatOpenAI1,449+/-432,980OpenAIProprietary
58mimo-v2-proXiaomi1,448+/-524,472XiaomiProprietary
59AnthropicOpus 4.1Anthropic1,447+/-377,237AnthropicProprietary
60ERNIE 5.0 (0110)百度1,447+/-435,222百度Proprietary
61Google Deep MindGemini 2.5 ProGoogle Deep Mind1,446+/-2124,370Google Deep MindProprietary
62InklingThinking Machines Lab1,445+/-85,386Thinking Machines LabApache 2.0
63OpenAIGPT-4.5OpenAI1,445+/-614,547OpenAIProprietary
64MiniMaxAIMiniMax M3MiniMaxAI1,444+/-528,093MiniMaxAIMiniMax Community License
65Qwen 3.6 Plus Preview阿里巴巴1,444+/-443,912阿里巴巴Proprietary
66OpenAIGPT-4o(2025-03-27)OpenAI1,443+/-382,395OpenAIProprietary
67Qwen3.5-397B-A17B阿里巴巴1,442+/-458,157阿里巴巴Apache 2.0
68GLM-4.7智谱AI1,442+/-612,092智谱AIMIT
69xAIGrok 4.3 BetaxAI1,442+/-446,389xAIProprietary
70DeepSeek-AIDeepSeek-V4-Flash (thinking)DeepSeek-AI1,439+/-444,822DeepSeek-AIMIT
71OpenAIGPT-5.1OpenAI1,439+/-443,391OpenAIProprietary
72DeepMindGemma 4 26B A4BDeepMind1,438+/-85,798DeepMindApache 2.0
73OpenAIGPT-5.2 Pro (high)OpenAI1,437+/-447,943OpenAIProprietary
74GLM-5V-Turbo智谱AI1,437+/-77,558智谱AIProprietary
75Meituanlongcat-flash-chat-2602-expMeituan1,436+/-528,070MeituanProprietary
76DeepSeek-AIDeepSeek-V4-FlashDeepSeek-AI1,436+/-445,050DeepSeek-AIMIT
77Qwen3 Max (Preview)阿里巴巴1,435+/-427,702阿里巴巴Proprietary
78OpenAIGPT-5.2OpenAI1,434+/-377,656OpenAIProprietary
79OpenAIGPT-5-Pro (high)OpenAI1,434+/-531,898OpenAIProprietary
80mimo-v2.5Xiaomi1,433+/-443,091XiaomiMIT
81Google Deep MindGemini 3.1 Flash-LiteGoogle Deep Mind1,432+/-460,791Google Deep MindProprietary
82Moonshot AIKimi K2.5 InstantMoonshot AI1,431+/-78,178Moonshot AIModified MIT
83xAIGrok 4.1 Fast (fast-reasoning)xAI1,431+/-356,747xAIProprietary
84OpenAIOpenAI o3OpenAI1,431+/-459,699OpenAIProprietary
85mimo-v2-omniXiaomi1,430+/-619,461XiaomiProprietary
86Moonshot AIKimi K2 Thinking (thinking-turbo)Moonshot AI1,430+/-361,950Moonshot AIModified MIT
87MistralAIMistral Medium 3.5MistralAI1,427+/-711,019MistralAIModified MIT
88Amazonamazon-nova-experimental-chat-26-02-10Amazon1,427+/-103,422AmazonProprietary
89OpenAIGPT-5.2 Chat (0210)OpenAI1,427+/-431,536OpenAIProprietary
90NVIDIANemotron 3 UltraNVIDIA1,425+/-710,562NVIDIAOpenMDW-1.1
91GLM-4.6智谱AI1,425+/-435,608智谱AIMIT
92DeepSeek-AIDeepSeek V3.2DeepSeek-AI1,425+/-447,206DeepSeek-AIMIT
93DeepSeek-AIDeepSeek V3.2-Exp (thinking)DeepSeek-AI1,425+/-79,069DeepSeek-AIMIT
94AnthropicClaude Opus 4 (thinking-16k)Anthropic1,424+/-436,861AnthropicProprietary
95Alibabaqwen3-max-2025-09-23Alibaba1,424+/-69,149AlibabaProprietary
96Qwen3-235B-A22B-2507阿里巴巴1,423+/-397,085阿里巴巴Apache 2.0
97DeepSeek-AIDeepSeek V3.2-Exp (thinking)DeepSeek-AI1,423+/-441,025DeepSeek-AIMIT
98DeepSeek-AIDeepSeek V3.2-ExpDeepSeek-AI1,423+/-611,913DeepSeek-AIMIT
99DeepSeek-AIDeepSeek-R1-0528DeepSeek-AI1,422+/-618,451DeepSeek-AIMIT
100xAIGrok 4 FastxAI1,421+/-86,806xAIProprietary
101ERNIE 5.0百度1,419+/-94,702百度Proprietary
102Moonshot AIKimi K2 0905Moonshot AI1,418+/-611,770Moonshot AIModified MIT
103DeepSeek-AIDeepSeek-V3.1DeepSeek-AI1,417+/-614,943DeepSeek-AIMIT
104Moonshot AIKimi K2Moonshot AI1,417+/-527,608Moonshot AIModified MIT
105Qwen3.5-122B-A10B阿里巴巴1,417+/-428,504阿里巴巴Apache 2.0
106DeepSeek-AIDeepSeek-V3.1 Terminus (thinking)DeepSeek-AI1,417+/-103,457DeepSeek-AIMIT
107DeepSeek-AIDeepSeek-V3.1 (thinking)DeepSeek-AI1,417+/-711,726DeepSeek-AIMIT
108MiniMaxAIMiniMax-M2.7MiniMaxAI1,417+/-449,930MiniMaxAIModified MIT
109Amazonamazon-nova-experimental-chat-26-01-10Amazon1,415+/-103,405AmazonProprietary
110MistralAIMistral Large 3MistralAI1,415+/-350,849MistralAIApache 2.0
111DeepSeek-AIDeepSeek-V3.1 TerminusDeepSeek-AI1,415+/-103,692DeepSeek-AIMIT
112Qwen3-VL-235B-A22B-Instruct阿里巴巴1,415+/-611,499阿里巴巴Apache 2.0
113OpenAIGPT-4.1OpenAI1,414+/-450,935OpenAIProprietary
114AnthropicClaude Opus 4Anthropic1,413+/-444,176AnthropicProprietary
115AnthropicHaiku 4.5Anthropic1,412+/-3108,518AnthropicProprietary
116Tencenthunyuan-hy3-previewTencent1,412+/-86,634Tencenttencent-hunyuan-community
117xAIGrok 3xAI1,412+/-432,894xAIProprietary
118GLM-4.5智谱AI1,411+/-524,286智谱AIMIT
119Google Deep MindGemini 2.5 FlashGoogle Deep Mind1,410+/-2124,325Google Deep MindProprietary
120MistralAIMagistral-Medium-2506MistralAI1,410+/-393,819MistralAIProprietary
121xAIGrok 4xAI1,410+/-441,347xAIProprietary
122Qwen3.5-27B阿里巴巴1,409+/-427,314阿里巴巴Apache 2.0
123Google Deep MindGemini 2.5 Flash-Preview-09-2025Google Deep Mind1,404+/-432,883Google Deep MindProprietary
124xAIGrok 4 Fast (fast-reasoning)xAI1,404+/-518,709xAIProprietary
125OpenAIGPT-5.4 nano (high)OpenAI1,404+/-456,761OpenAIProprietary
126Alibabaqwen3-235b-a22b-no-thinkingAlibaba1,403+/-538,174AlibabaApache 2.0
127OpenAIOpenAI o1OpenAI1,402+/-427,807OpenAIProprietary
128Qwen3-Next阿里巴巴1,401+/-522,859阿里巴巴Apache 2.0
129Meituanlongcat-flash-chatMeituan1,401+/-611,387MeituanMIT
130AnthropicClaude Sonnet 4 (thinking-32k)Anthropic1,399+/-435,078AnthropicProprietary
131Alibabaqwen3-235b-a22b-thinking-2507Alibaba1,399+/-78,985AlibabaApache 2.0
132DeepSeek-AIDeepSeek-R1DeepSeek-AI1,398+/-518,524DeepSeek-AIMIT
133StepFunAIStep 3.5 FlashStepFunAI1,397+/-456,684StepFunAIProprietary
134Qwen3.5-35B-A3B阿里巴巴1,396+/-429,158阿里巴巴Apache 2.0
135DeepSeek-AIDeepSeek-V3-0324DeepSeek-AI1,396+/-445,480DeepSeek-AIMIT
136Qwen3-VL-235B-A22B-Instruct (thinking)阿里巴巴1,395+/-77,941阿里巴巴Apache 2.0
137Tencenthunyuan-vision-1.5-thinkingTencent1,395+/-122,217TencentProprietary
138StepFunAIStep 3.5 FlashStepFunAI1,395+/-455,991StepFunAIApache 2.0
139Amazonamazon-nova-experimental-chat-12-10Amazon1,394+/-103,676AmazonProprietary
140mimo-v2-flash (non-thinking)Xiaomi1,393+/-446,549XiaomiMIT
141MiniMaxAIMiniMax M2.5MiniMaxAI1,390+/-441,088MiniMaxAIModified MIT
142OpenAIGPT-5-mini (high)OpenAI1,390+/-527,004OpenAIProprietary
143OpenAIOpenAI o4 - miniOpenAI1,390+/-445,415OpenAIProprietary
144AnthropicClaude Sonnet 4Anthropic1,389+/-440,277AnthropicProprietary
145OpenAIOpenAI o1OpenAI1,388+/-531,122OpenAIProprietary
146Qwen3-Coder-480B-A35B阿里巴巴1,388+/-525,694阿里巴巴Apache 2.0
147AnthropicClaude3-Sonnet (thinking-32k)Anthropic1,387+/-438,812AnthropicProprietary
148mimo-v2-flash (thinking)Xiaomi1,387+/-610,934XiaomiMIT
149Mistralmistral-medium-2505Mistral1,387+/-533,193MistralProprietary
150Hunyuan-T1腾讯AI实验室1,387+/-94,697腾讯AI实验室Proprietary
151MiniMaxAIM2.1MiniMaxAI1,384+/-517,083MiniMaxAIMIT
152Qwen3-30B-A3B-2507阿里巴巴1,383+/-523,718阿里巴巴Apache 2.0
153OpenAIGPT-4.1 miniOpenAI1,383+/-439,301OpenAIProprietary
154Tencenthunyuan-turbos-20250416Tencent1,382+/-610,726TencentProprietary
155Google Deep MindGemini 2.5 Flash-Lite-Preview-09-2025 (no-thinking)Google Deep Mind1,380+/-347,181Google Deep MindProprietary
156trinity-large-preview Apache 2.01,379+/-430,052
157GLM-4.6V智谱AI1,377+/-112,797智谱AIMIT
158Qwen3-235B-A22B阿里巴巴1,375+/-526,254阿里巴巴Apache 2.0
159Google Deep MindGemini 2.5 Flash-Lite (thinking)Google Deep Mind1,374+/-532,872Google Deep MindProprietary
160Qwen2.5-Max阿里巴巴1,374+/-432,611阿里巴巴Proprietary
161AnthropicClaude 3.5 SonnetAnthropic1,373+/-388,324AnthropicProprietary
162GLM-4.5-Air智谱AI1,373+/-431,062智谱AIMIT
163AnthropicClaude3-SonnetAnthropic1,371+/-443,156AnthropicProprietary
164Qwen3-Next (thinking)阿里巴巴1,370+/-613,678阿里巴巴Apache 2.0
165trinity-large-thinking Apache 2.01,369+/-529,139
166GLM-4.7-Flash智谱AI1,368+/-611,719智谱AIMIT
167Amazonamazon-nova-experimental-chat-11-10Amazon1,366+/-425,326AmazonProprietary
168Google Deep MindGemma 3 - 27B (IT)Google Deep Mind1,366+/-447,508Google Deep MindGemma
169MiniMaxminimax-m1MiniMax1,364+/-435,163MiniMaxApache 2.0
170OpenAIOpenAI o3-mini (high)OpenAI1,363+/-518,589OpenAIProprietary
171OpenAIOpenAI o3-mini (high)OpenAI1,362+/-516,951OpenAIProprietary
172Nvidianvidia-nemotron-3-super-120b-a12bNvidia1,362+/-77,544NvidiaNVIDIA Open Model
173DeepMindGemini 2.0 Flash ExperimentalDeepMind1,360+/-443,737DeepMindProprietary
174DeepSeek-AIDeepSeek-V3DeepSeek-AI1,359+/-521,770DeepSeek-AIDeepSeek
175MistralAIMistral-Small-3.2MistralAI1,358+/-517,698MistralAIApache 2.0
176xAIgrok-3-mini-betaxAI1,357+/-522,688xAIProprietary
177intellect-3 MIT1,356+/-85,328
178CohereAIC4AI Command A (202503)CohereAI1,354+/-356,217CohereAICC-BY-NC-4.0
179DeepMindGemini 2.0 Flash-LiteDeepMind1,353+/-424,955DeepMindProprietary
180GLM-4.5V智谱AI1,353+/-84,957智谱AIMIT
181OpenAIGPT OSS 120BOpenAI1,352+/-430,615OpenAIApache 2.0
182Google Deep MindGemini 1.5 ProGoogle Deep Mind1,351+/-355,606Google Deep MindProprietary
183Amazonamazon-nova-experimental-chat-10-20Amazon1,350+/-611,456AmazonProprietary
184Tencenthunyuan-turbos-20250226Tencent1,349+/-122,220TencentProprietary
185StepFunAIStep3StepFunAI1,348+/-76,532StepFunAIApache 2.0
186OpenAIOpenAI o3-miniOpenAI1,348+/-457,316OpenAIProprietary
187Amazonamazon-nova-experimental-chat-10-09Amazon1,348+/-112,824AmazonProprietary
188Nvidiallama-3.1-nemotron-ultra-253b-v1Nvidia1,347+/-122,549NvidiaNvidia Open Model
189Qwen3-32B阿里巴巴1,347+/-93,926阿里巴巴Apache 2.0
190AImercury-2 InceptionAI1,347+/-113,119AIProprietary
191ling-flash-2.0 AntGroup1,346+/-76,997GroupMIT
192Alibabaqwen-plus-0125Alibaba1,346+/-85,819AlibabaProprietary
193MiniMaxAIMiniMax M2MiniMaxAI1,346+/-86,862MiniMaxAIApache 2.0
194OpenAIGPT-4oOpenAI1,346+/-3112,881OpenAIProprietary
195Nvidianvidia-llama-3.3-nemotron-super-49b-v1.5Nvidia1,343+/-103,344NvidiaNvidia Open
196glm-4-plus-0111Zhipu1,343+/-85,760ZhipuProprietary
197AnthropicClaude 3.5 SonnetAnthropic1,342+/-382,419AnthropicProprietary
198Google Deep MindGemma 3 - 12B (IT)Google Deep Mind1,342+/-103,829Google Deep MindGemma
199Tencenthunyuan-turbo-0110Tencent1,341+/-122,290TencentProprietary
200OpenAIGPT-5-Nano (high)OpenAI1,337+/-78,260OpenAIProprietary
201OpenAIOpenAI o1-miniOpenAI1,337+/-451,981OpenAIProprietary
202Nova 2 Lite亚马逊1,337+/-612,210亚马逊Proprietary
203QwQ-32B阿里巴巴1,336+/-425,379阿里巴巴Apache 2.0
204xAIGrok 2xAI1,336+/-463,498xAIProprietary
205Googlegemini-advanced-0514Google1,335+/-550,148GoogleProprietary
206OpenAIGPT-4oOpenAI1,335+/-445,499OpenAIProprietary
207Metallama-3.1-405b-instruct-bf16Meta1,335+/-441,375MetaLlama 3.1 Community
208StepFunstep-2-16k-exp-202412StepFun1,334+/-94,833StepFunProprietary
209Metallama-3.1-405b-instruct-fp8Meta1,333+/-459,656MetaLlama 3.1 Community
210olmo-3.1-32b-instructAi21,330+/-612,211Ai2Apache 2.0
211molmo-2-8bAi21,328+/-21799Ai2Apache 2.0
212yi-lightning Proprietary1,328+/-527,332
213Nvidiallama-3.3-nemotron-49b-super-v1Nvidia1,328+/-122,218NvidiaNvidia
214Qwen3-30B-A3B阿里巴巴1,327+/-526,470阿里巴巴Apache 2.0
215Llama 4 Maverick InstructFacebook AI研究实验室1,327+/-439,950Facebook AI研究实验室Llama 4
216Tencenthunyuan-large-2025-02-10Tencent1,326+/-103,738TencentProprietary
217OpenAIgpt-4-turbo-2024-04-09OpenAI1,324+/-498,114OpenAIProprietary
218AnthropicClaude 3.5 HaikuAnthropic1,324+/-369,935AnthropicProprietary
219Google Deep MindGemini 1.5 ProGoogle Deep Mind1,324+/-479,138Google Deep MindProprietary
220DeepSeekdeepseek-v2.5-1210DeepSeek1,323+/-86,795DeepSeekDeepSeek
221Llama 4 Scout InstructFacebook AI研究实验室1,323+/-530,265Facebook AI研究实验室Llama
222OpenAIGPT-4.1 nanoOpenAI1,322+/-86,103OpenAIProprietary
223AnthropicClaude3-OpusAnthropic1,321+/-3194,909AnthropicProprietary
224ring-flash-2.0 AntGroup1,321+/-77,138GroupMIT
225StepFunstep-1o-turbo-202506StepFun1,320+/-79,029StepFunProprietary
226glm-4-plusZhipu AI1,319+/-526,126Zhipu AIProprietary
227Llama3.3-70B-InstructFacebook AI研究实验室1,318+/-354,723Facebook AI研究实验室Llama-3.3
228Google Deep MindGemma-3n-E4BGoogle Deep Mind1,318+/-522,565Google Deep MindGemma
229Alibabaqwen-max-0919Alibaba1,318+/-616,478AlibabaQwen
230OpenAIGPT-4o miniOpenAI1,318+/-468,709OpenAIProprietary
231OpenAIGPT OSS 20BOpenAI1,317+/-610,621OpenAIApache 2.0
232Nvidianvidia-nemotron-3-nano-30b-a3b-bf16Nvidia1,316+/-615,494NvidiaNVIDIA Open Model
233Alibabaqwen2.5-plus-1127Alibaba1,315+/-610,187AlibabaProprietary
234athene-v2-chat NexusFlow1,314+/-524,739
235Mistralmistral-large-2407Mistral1,314+/-445,459MistralMistral Research
236OpenAIGPT-4OpenAI1,313+/-493,439OpenAIProprietary
237OpenAIGPT-4OpenAI1,312+/-4100,105OpenAIProprietary
238Tencenthunyuan-standard-2025-02-10Tencent1,311+/-103,904TencentProprietary
239Googlegemini-1.5-flash-002Google1,309+/-434,902GoogleProprietary
240xAIgrok-2-mini-2024-08-13xAI1,308+/-452,567xAIProprietary
241DeepSeek-AIDeepSeek V2.5DeepSeek-AI1,307+/-524,572DeepSeek-AIDeepSeek
242granite-4.1-8bIBM1,307+/-104,062IBMApache 2.0
243athene-70b-0725 CC-BY-NC-4.01,306+/-619,621
244AImercury InceptionAI1,306+/-141,952AIProprietary
245olmo-3-32b-thinkAi21,306+/-85,933Ai2Apache 2.0
246Mistralmistral-large-2411Mistral1,305+/-428,073MistralMRL
247MistralAIMagistral-Medium-2506MistralAI1,304+/-611,625MistralAIProprietary
248Google Deep MindGemma 3 - 4B (IT)Google Deep Mind1,303+/-94,171Google Deep MindGemma
249MistralAIMistral-Small-3.1-24B-Instruct-2503MistralAI1,303+/-533,189MistralAIApache 2.0
250Qwen2.5-VL-72B-Instruct阿里巴巴1,303+/-439,406阿里巴巴Qwen
251Llama3.1-70B-InstructFacebook AI研究实验室1,299+/-87,140Facebook AI研究实验室Llama 3.1
252Tencenthunyuan-large-visionTencent1,294+/-95,371TencentProprietary
253Llama3.1-70B-InstructFacebook AI研究实验室1,293+/-455,240Facebook AI研究实验室Llama 3.1 Community
254Amazonamazon-nova-pro-v1.0Amazon1,290+/-524,745AmazonProprietary
255jamba-1.5-large Jamba Open1,289+/-78,662
256Googlegemma-2-27b-itGoogle1,289+/-375,754GoogleGemma license
257reka-core-20240904 Proprietary1,288+/-77,312
258ibm-granite-h-smallIBM1,287+/-85,682IBMApache 2.0
259OpenAIGPT-4OpenAI1,287+/-554,173OpenAIProprietary
260Googlegemini-1.5-flash-001Google1,286+/-562,833GoogleProprietary
261Nvidiallama-3.1-nemotron-51b-instructNvidia1,286+/-103,749NvidiaLlama 3.1
262llama-3.1-tulu-3-70bAi21,286+/-102,846Ai2Llama 3.1
263olmo-3.1-32b-thinkAi21,285+/-78,495Ai2Apache 2.0
264AnthropicClaude3-SonnetAnthropic1,281+/-4109,284AnthropicProprietary
265gemma-2-9b-it-simpo MIT1,280+/-710,072
266Nvidianemotron-4-340b-instructNvidia1,277+/-519,659NvidiaNVIDIA Open Model
267Llama3-70B-InstructFacebook AI研究实验室1,276+/-4156,876Facebook AI研究实验室Llama 3 Community
268Coherecommand-r-plus-08-2024Cohere1,276+/-79,866CohereCC-BY-NC-4.0
269OpenAIGPT-4OpenAI1,275+/-488,723OpenAIProprietary
270MistralAIMistral Small 24B Instruct 2501MistralAI1,274+/-614,681MistralAIApache 2.0
271GLM4智谱AI1,273+/-79,788智谱AIProprietary
272reka-flash-20240904 Proprietary1,272+/-77,536
273Qwen2.5-Coder-32B-Instruct阿里巴巴1,270+/-85,432阿里巴巴Apache 2.0
274CohereAIC4AI Aya Vision 32BCohereAI1,267+/-527,124CohereAICC-BY-NC-4.0
275Googlegemma-2-9b-itGoogle1,266+/-454,611GoogleGemma license
276DeepSeekdeepseek-coder-v2DeepSeek1,265+/-615,147DeepSeekDeepSeek License
277Qwen2-72B-Instruct阿里巴巴1,261+/-537,325阿里巴巴Qianwen LICENSE
278CohereAIC4AI Command R+CohereAI1,261+/-477,554CohereAICC-BY-NC-4.0
279AnthropicClaude3-HaikuAnthropic1,261+/-4117,701AnthropicProprietary
280Amazonamazon-nova-lite-v1.0Amazon1,260+/-519,372AmazonProprietary
281Googlegemini-1.5-flash-8b-001Google1,259+/-435,558GoogleProprietary
282Microsoft AzurePhi-4-reasoningMicrosoft Azure1,256+/-524,126Microsoft AzureMIT
283olmo-2-0325-32b-instructAi21,251+/-113,334Ai2Apache-2.0
284Coherecommand-r-08-2024Cohere1,250+/-710,140CohereCC-BY-NC-4.0
285Mistralmistral-large-2402Mistral1,242+/-562,436MistralProprietary
286Amazonamazon-nova-micro-v1.0Amazon1,241+/-519,364AmazonProprietary
287jamba-1.5-mini Jamba Open1,239+/-78,858
288Mistralministral-8b-2410Mistral1,237+/-94,781MistralMRL
289Googlegemini-pro-dev-apiGoogle1,236+/-718,354GoogleProprietary
290Qwen1.5-110B-Chat阿里巴巴1,234+/-626,195阿里巴巴Qianwen LICENSE
291Tencenthunyuan-standard-256kTencent1,233+/-122,728TencentProprietary
292reka-flash-21b-20240226-online Proprietary1,233+/-715,450
293Qwen1.5-72B-Chat阿里巴巴1,233+/-539,302阿里巴巴Qianwen LICENSE
294MistralAIMixtral-8x22B-Instruct-v0.1MistralAI1,229+/-551,416MistralAIApache 2.0
295reka-flash-21b-20240226 Proprietary1,226+/-624,806
296Coherecommand-rCohere1,226+/-554,036CohereCC-BY-NC-4.0
297OpenAIgpt-3.5-turbo-0125OpenAI1,224+/-566,207OpenAIProprietary
298Llama3-8B-InstructFacebook AI研究实验室1,223+/-4104,642Facebook AI研究实验室Llama 3 Community
299CohereAIC4AI Aya Vision 8BCohereAI1,223+/-79,818CohereAICC-BY-NC-4.0
300DeepMindGemini-proDeepMind1,223+/-126,390DeepMindProprietary
301Mistralmistral-mediumMistral1,222+/-534,550MistralProprietary
302llama-3.1-tulu-3-8bAi21,220+/-112,896Ai2Llama 3.1
303Yi-1.5-34B零一万物1,212+/-524,146零一万物
304zephyr-orpo-141b-A35b-v0.1 Apache 2.01,212+/-114,652
305Llama3.1-8B-InstructFacebook AI研究实验室1,211+/-449,605Facebook AI研究实验室Llama 3.1 Community
306Llama3.1-8B-InstructFacebook AI研究实验室1,208+/-113,090Facebook AI研究实验室Apache 2.0
307Alibabaqwen1.5-32b-chatAlibaba1,203+/-621,741AlibabaQianwen LICENSE
308OpenAIgpt-3.5-turbo-1106OpenAI1,203+/-916,619OpenAIProprietary
309Googlegemma-2-2b-itGoogle1,200+/-446,616GoogleGemma license
310Microsoft AzurePhi-3-medium 14B-previewMicrosoft Azure1,197+/-525,055Microsoft AzureMIT
311Mistralmixtral-8x7b-instruct-v0.1Mistral1,196+/-473,503MistralApache 2.0
312dbrx-instruct-preview DBRX LICENSE1,195+/-632,191
313InternLM2-Base-20B上海人工智能实验室1,191+/-79,901上海人工智能实验室
314Qwen1.5-14B-Chat阿里巴巴1,190+/-717,839阿里巴巴Qianwen LICENSE
315WizardLM-70B-V1.0WizardLM Team1,184+/-98,214WizardLM TeamLlama 2 Community
316DeepSeek-AIDeepSeek LLM 67B ChatDeepSeek-AI1,184+/-114,932DeepSeek-AIDeepSeek License
317Yi-34B零一万物1,183+/-715,483零一万物
318granite-3.0-8b-instructIBM1,182+/-96,638IBMApache 2.0
319openchat-3.5 Apache-2.01,182+/-107,968
320openchat-3.5-0106 Apache-2.01,182+/-812,637
321Google ResearchGemma 1.1-7B-ITGoogle Research1,182+/-623,893Google ResearchGemma license
322snowflake-arctic-instruct Apache 2.01,179+/-632,832
323granite-3.1-2b-instructIBM1,178+/-113,188IBMApache 2.0
324LLaMA2 70BFacebook AI研究实验室1,177+/-106,535Facebook AI研究实验室
325openhermes-2.5-mistral-7b Apache-2.01,175+/-105,006
326Vicuna 33BLM-SYS1,172+/-622,479LM-SYS
327starling-lm-7b-beta Apache-2.01,171+/-716,056
328Microsoft AzurePhi-3-small 7BMicrosoft Azure1,170+/-617,766Microsoft AzureMIT
329Metallama-2-70b-chatMeta1,170+/-538,492MetaLlama 2 Community
330starling-lm-7b-alpha CC-BY-NC-4.01,167+/-810,224
331Metallama-3.2-3b-instructMeta1,166+/-87,936MetaLlama 3.2
332nous-hermes-2-mixtral-8x7b-dpo Apache-2.01,164+/-123,777
333Qwen3-VL-2B阿里巴巴1,156+/-86,837阿里巴巴Apache 2.0
334QwQ-32B-Preview阿里巴巴1,155+/-113,231阿里巴巴Apache 2.0
335Nvidiallama2-70b-steerlm-chatNvidia1,154+/-133,585NvidiaLlama 2 Community
336solar-10.7b-instruct-v1.0 CC-BY-NC-4.01,152+/-134,155
337dolphin-2.2.1-mistral-7b Apache-2.01,151+/-151,679
338mpt-30b-chat CC-BY-NC-SA-4.01,150+/-122,572
339MistralAIMistral-7B-Instruct-v0.2MistralAI1,149+/-719,402MistralAIApache-2.0
340Microsoftwizardlm-13bMicrosoft1,149+/-97,044MicrosoftLlama 2 Community
341falcon-180b-chat Falcon-180B TII License1,147+/-171,295
342Qwen1.5-7B-Chat阿里巴巴1,143+/-104,737阿里巴巴Qianwen LICENSE
343Microsoft AzurePhi-3-mini 3.8BMicrosoft Azure1,142+/-612,297Microsoft AzureMIT
344Baichuan2-13B-Chat百川智能1,141+/-719,174百川智能Llama 2 Community
345vicuna-13b Llama 2 Community1,141+/-719,367
346Qwen-14B-Chat阿里巴巴1,138+/-114,964阿里巴巴Qianwen LICENSE
347Google ResearchPaLM 2Google Research1,138+/-98,554Google ResearchProprietary
348Google ResearchGemma 7B - ItGoogle Research1,137+/-98,925Google ResearchGemma license
349CodeLLaMA-34BFacebook AI研究实验室1,136+/-97,366Facebook AI研究实验室Llama 2 Community
350zephyr-7b-beta MIT1,130+/-911,118
351Microsoft AzurePhi-3-mini 3.8BMicrosoft Azure1,129+/-720,685Microsoft AzureMIT
352Microsoft AzurePhi-3-mini 3.8BMicrosoft Azure1,127+/-620,118Microsoft AzureMIT
353guanaco-33b Non-commercial1,127+/-122,921
354zephyr-7b-alpha MIT1,126+/-161,785
355stripedhyena-nous-7b Apache 2.01,121+/-115,182
356CodeLlama-70B-InstructFacebook AI研究实验室1,118+/-181,143Facebook AI研究实验室Llama 2 Community
357Google ResearchGemma 1.1-2B-ITGoogle Research1,116+/-810,854Google ResearchGemma license
358vicuna-7b Llama 2 Community1,114+/-96,923
359smollm2-1.7b-instruct Apache 2.01,114+/-142,199
360Metallama-3.2-1b-instructMeta1,111+/-88,045MetaLlama 3.2
361MistralAIMistral 7B InstructMistralAI1,109+/-98,977MistralAIApache 2.0
362Baichuan2-7B-Chat百川智能1,107+/-714,148百川智能Llama 2 Community
363Google ResearchGemma 2B - ItGoogle Research1,093+/-114,780Google ResearchGemma license
364Qwen1.5-4B-Chat阿里巴巴1,090+/-97,597阿里巴巴Qianwen LICENSE
365olmo-7b-instructAi21,073+/-116,328Ai2Apache-2.0
366Koala达摩院1,070+/-106,965达摩院
367alpaca-13b Non-commercial1,068+/-115,745
368GPT4All 13BNomic AI1,066+/-151,743Nomic AI
369mpt-7b-chat CC-BY-NC-SA-4.01,062+/-123,924
370ChatGLM3-6B智谱AI1,056+/-124,658智谱AI
371RWKV-4-Raven-14B Apache 2.01,041+/-114,845
372ChatGLM2-6B智谱AI1,024+/-142,658智谱AI
373oasst-pythia-12b Apache 2.01,022+/-116,310
374ChatGLM-6B智谱AI995+/-134,914智谱AI
375fastchat-t5-3b Apache 2.0991+/-124,203
376dolly-v2-12b MIT981+/-143,412
377LLaMA 13BFacebook AI研究实验室973+/-162,391Facebook AI研究实验室Non-commercial
378stablelm-tuned-alpha-7b CC-BY-NC-SA-4.0952+/-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