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

385

数据版本

2026年08月06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+/-619,390AnthropicProprietary
AnthropicClaude Opus 4.6 (thinking)Anthropic1,505+/-469,336AnthropicProprietary
AnthropicOpus 4.7 (thinking)Anthropic1,502+/-457,018AnthropicProprietary
4Metamuse-spark-1.2 (xHigh)Meta1,498+/-132,057MetaProprietary
5AnthropicClaude Opus 4.6Anthropic1,497+/-373,158AnthropicProprietary
6Qwen3.8-Max阿里巴巴1,497+/-94,662阿里巴巴Proprietary
7AnthropicOpus 4.7Anthropic1,493+/-458,135AnthropicProprietary
8AnthropicClaude Opus 5 (high)Anthropic1,493+/-614,902AnthropicProprietary
9AnthropicClaude Opus 5 (max)Anthropic1,488+/-87,137AnthropicProprietary
10Muse SparkFacebook AI研究实验室1,488+/-613,476Facebook AI研究实验室Proprietary
11Muse Spark 1.1Facebook AI研究实验室1,487+/-614,227Facebook AI研究实验室Proprietary
12Google Deep MindGemini 3.1 Pro PreviewGoogle Deep Mind1,487+/-391,328Google Deep MindProprietary
13Google Deep MindGemini 3 ProGoogle Deep Mind1,486+/-441,242Google Deep MindProprietary
14Moonshot AIKimi K3 (max)Moonshot AI1,485+/-79,861Moonshot AIKimi K3 license
15Google Deep MindGemini 3.6 FlashGoogle Deep Mind1,485+/-610,968Google Deep MindProprietary
16AnthropicClaude Opus 4.8 (thinking)Anthropic1,483+/-537,546AnthropicProprietary
17OpenAIGPT-5.5 (high)OpenAI1,482+/-452,142OpenAIProprietary
18OpenAIgpt-5.6-sol-xhighOpenAI1,482+/-612,839OpenAIProprietary
19OpenAIGPT-5.4 (high)OpenAI1,477+/-460,156OpenAIProprietary
20OpenAIGPT-5.5OpenAI1,477+/-453,407OpenAIProprietary
21Googlegemini-3.5-flash-highGoogle1,476+/-522,797GoogleProprietary
22OpenAIGPT-5.2 Chat (0210)OpenAI1,476+/-434,020OpenAIProprietary
23Qwen3.7-Max-Preview阿里巴巴1,475+/-103,695阿里巴巴Proprietary
24xAIGrok 4.20 BetaxAI1,474+/-526,553xAIProprietary
25Googlegemini-3.5-flash-mediumGoogle1,474+/-521,100GoogleProprietary
26OpenAIGPT-5.5 InstantOpenAI1,474+/-525,642OpenAIProprietary
27Google Deep MindGemini 3.0 FlashGoogle Deep Mind1,473+/-430,625Google Deep MindProprietary
28AnthropicClaude Opus 4.8Anthropic1,473+/-538,131AnthropicProprietary
29AnthropicClaude Opus 4 (thinking-32k)Anthropic1,473+/-436,960AnthropicProprietary
30AnthropicClaude Sonnet 4.6Anthropic1,472+/-463,453AnthropicProprietary
31xAIgrok-4.20-beta-0309-reasoningxAI1,472+/-461,639xAIProprietary
32xAIgrok-4.20-multi-agent-beta-0309xAI1,471+/-460,322xAIProprietary
33Z.aiglm-5.2-maxZ.ai1,471+/-524,250Z.aiMIT
34AnthropicClaude Opus 4Anthropic1,469+/-370,504AnthropicProprietary
35xAIGrok 4.5xAI1,468+/-614,883xAIProprietary
36GLM 5.1智谱AI1,468+/-436,716智谱AIMIT
37ERNIE-5.1-Preview百度1,467+/-536,820百度Proprietary
38OpenAIgpt-5.6-terra-xhighOpenAI1,467+/-613,275OpenAIProprietary
39mimo-v2.5-proXiaomi1,467+/-447,805XiaomiMIT
40xAIGrok 4.1 ThinkingxAI1,466+/-365,044xAIProprietary
41Qwen3.5 Max Preview阿里巴巴1,465+/-521,274阿里巴巴Proprietary
42OpenAIGPT-5.4OpenAI1,465+/-463,097OpenAIProprietary
43AnthropicClaude Sonnet 4.5 (high)Anthropic1,463+/-520,311AnthropicProprietary
44Moonshot AIKimi K2.6Moonshot AI1,461+/-537,236Moonshot AIModified MIT
45Qwen3.6-Max-Preview阿里巴巴1,460+/-85,146阿里巴巴Proprietary
46xAIGrok 4.1xAI1,460+/-367,246xAIProprietary
47Google Deep MindGemini 3.5 Flash-LiteGoogle Deep Mind1,459+/-610,847Google Deep MindProprietary
48Google Deep MindGemini 3.0 Flash (minimal)Google Deep Mind1,459+/-385,546Google Deep MindProprietary
49Qwen3.7-Plus阿里巴巴1,458+/-528,111阿里巴巴Proprietary
50DeepSeek-AIDeepSeek-V4-ProDeepSeek-AI1,457+/-451,266DeepSeek-AIMIT
51GLM-5智谱AI1,457+/-427,591智谱AIMIT
52DOLA Seed 2.0 Pro字节跳动Seed团队1,456+/-473,874字节跳动Seed团队Proprietary
53AnthropicClaude Sonnet 4.5 (thinking-32k)Anthropic1,456+/-381,888AnthropicProprietary
54DeepSeekdeepseek-v4-pro-high-previewDeepSeek1,456+/-448,756DeepSeekMIT
55AnthropicClaude Sonnet 4.5Anthropic1,455+/-380,284AnthropicProprietary
56OpenAIGPT-5.1 Pro (high)OpenAI1,454+/-440,680OpenAIProprietary
57Hy3腾讯AI实验室1,453+/-103,941腾讯AI实验室Apache 2.0
58DeepMindGemma 4 31BDeepMind1,451+/-85,839DeepMindApache 2.0
59Moonshot AIKimi K2 ThinkingMoonshot AI1,451+/-368,179Moonshot AIModified MIT
60OpenAIgpt-5.6-luna-xhighOpenAI1,450+/-613,651OpenAIProprietary
61AnthropicOpus 4.1 (thinking-16k)Anthropic1,449+/-349,720AnthropicProprietary
62ERNIE 5.0 Preview (1203)百度1,449+/-79,727百度Proprietary
63OpenAIGPT-5.3 ChatOpenAI1,449+/-432,583OpenAIProprietary
64OpenAIGPT-5.4 mini (high)OpenAI1,448+/-458,984OpenAIProprietary
65mimo-v2-proXiaomi1,448+/-524,211XiaomiProprietary
66AnthropicOpus 4.1Anthropic1,447+/-377,192AnthropicProprietary
67ERNIE 5.0 (0110)百度1,447+/-435,015百度Proprietary
68Google Deep MindGemini 2.5 ProGoogle Deep Mind1,446+/-2124,014Google Deep MindProprietary
69OpenAIGPT-4.5OpenAI1,445+/-614,547OpenAIProprietary
70MiniMaxAIMiniMax M3MiniMaxAI1,445+/-534,343MiniMaxAIMiniMax Community License
71Qwen 3.6 Plus Preview阿里巴巴1,443+/-445,033阿里巴巴Proprietary
72OpenAIGPT-4o(2025-03-27)OpenAI1,443+/-382,353OpenAIProprietary
73Qwen3.5-397B-A17B阿里巴巴1,442+/-463,719阿里巴巴Apache 2.0
74GLM-4.7智谱AI1,442+/-612,077智谱AIMIT
75xAIGrok 4.3 BetaxAI1,442+/-453,234xAIProprietary
76InklingThinking Machines Lab1,442+/-612,086Thinking Machines LabApache 2.0
77OpenAIGPT-5.1OpenAI1,439+/-443,306OpenAIProprietary
78DeepMindGemma 4 26B A4BDeepMind1,438+/-85,755DeepMindApache 2.0
79DeepSeekdeepseek-v4-flash-high-previewDeepSeek1,438+/-448,316DeepSeekMIT
80OpenAIGPT-5.2 Pro (high)OpenAI1,438+/-447,621OpenAIProprietary
81DeepSeek-AIDeepSeek-V4-FlashDeepSeek-AI1,436+/-448,561DeepSeek-AIMIT
82OpenAIGPT-5.2OpenAI1,435+/-378,662OpenAIProprietary
83Meituanlongcat-flash-chat-2602-expMeituan1,435+/-527,706MeituanProprietary
84Qwen3 Max (Preview)阿里巴巴1,435+/-527,670阿里巴巴Proprietary
85mimo-v2.5Xiaomi1,434+/-444,200XiaomiMIT
86OpenAIGPT-5-Pro (high)OpenAI1,434+/-531,877OpenAIProprietary
87GLM-5V-Turbo智谱AI1,433+/-79,288智谱AIProprietary
88Google Deep MindGemini 3.1 Flash-LiteGoogle Deep Mind1,432+/-460,041Google Deep MindProprietary
89Moonshot AIKimi K2.5 InstantMoonshot AI1,431+/-78,138Moonshot AIModified MIT
90xAIGrok 4.1 Fast (fast-reasoning)xAI1,431+/-356,402xAIProprietary
91OpenAIOpenAI o3OpenAI1,431+/-459,661OpenAIProprietary
92mimo-v2-omniXiaomi1,430+/-619,216XiaomiProprietary
93Moonshot AIKimi K2 Thinking (thinking-turbo)Moonshot AI1,430+/-361,677Moonshot AIModified MIT
94MistralAIMistral Medium 3.5MistralAI1,427+/-710,887MistralAIModified MIT
95OpenAIGPT-5.2 Chat (0210)OpenAI1,427+/-431,517OpenAIProprietary
96NVIDIANemotron 3 UltraNVIDIA1,426+/-710,564NVIDIAOpenMDW-1.1
97Amazonamazon-nova-experimental-chat-26-02-10Amazon1,426+/-103,392AmazonProprietary
98DeepSeek-AIDeepSeek V3.2DeepSeek-AI1,425+/-446,999DeepSeek-AIMIT
99GLM-4.6智谱AI1,425+/-435,589智谱AIMIT
100DeepSeek-AIDeepSeek V3.2-Exp (thinking)DeepSeek-AI1,425+/-79,051DeepSeek-AIMIT
101AnthropicClaude Opus 4 (thinking-16k)Anthropic1,425+/-436,832AnthropicProprietary
102Alibabaqwen3-max-2025-09-23Alibaba1,424+/-69,138AlibabaProprietary
103Qwen3-235B-A22B-2507阿里巴巴1,423+/-396,721阿里巴巴Apache 2.0
104DeepSeek-AIDeepSeek V3.2-Exp (thinking)DeepSeek-AI1,423+/-440,832DeepSeek-AIMIT
105DeepSeek-AIDeepSeek V3.2-ExpDeepSeek-AI1,423+/-611,902DeepSeek-AIMIT
106DeepSeek-AIDeepSeek-R1-0528DeepSeek-AI1,422+/-618,422DeepSeek-AIMIT
107xAIGrok 4 FastxAI1,421+/-86,795xAIProprietary
108ERNIE 5.0百度1,419+/-94,702百度Proprietary
109Moonshot AIKimi K2 0905Moonshot AI1,418+/-611,756Moonshot AIModified MIT
110Moonshot AIKimi K2Moonshot AI1,418+/-527,589Moonshot AIModified MIT
111DeepSeek-AIDeepSeek-V3.1DeepSeek-AI1,418+/-614,942DeepSeek-AIMIT
112DeepSeek-AIDeepSeek-V3.1 Terminus (thinking)DeepSeek-AI1,417+/-103,454DeepSeek-AIMIT
113Qwen3.5-122B-A10B阿里巴巴1,417+/-428,208阿里巴巴Apache 2.0
114DeepSeek-AIDeepSeek-V3.1 (thinking)DeepSeek-AI1,417+/-711,715DeepSeek-AIMIT
115MiniMaxAIMiniMax-M2.7MiniMaxAI1,416+/-455,513MiniMaxAIModified MIT
116Amazonamazon-nova-experimental-chat-26-01-10Amazon1,415+/-103,392AmazonProprietary
117MistralAIMistral Large 3MistralAI1,415+/-356,503MistralAIApache 2.0
118Qwen3-VL-235B-A22B-Instruct阿里巴巴1,415+/-611,483阿里巴巴Apache 2.0
119DeepSeek-AIDeepSeek-V3.1 TerminusDeepSeek-AI1,415+/-103,688DeepSeek-AIMIT
120OpenAIGPT-4.1OpenAI1,414+/-450,899OpenAIProprietary
121AnthropicClaude Opus 4Anthropic1,413+/-444,134AnthropicProprietary
122AnthropicHaiku 4.5Anthropic1,412+/-3114,721AnthropicProprietary
123Tencenthunyuan-hy3-previewTencent1,412+/-86,555Tencenttencent-hunyuan-community
124xAIGrok 3xAI1,411+/-432,861xAIProprietary
125GLM-4.5智谱AI1,411+/-524,269智谱AIMIT
126Google Deep MindGemini 2.5 FlashGoogle Deep Mind1,410+/-2123,929Google Deep MindProprietary
127xAIGrok 4xAI1,409+/-441,304xAIProprietary
128MistralAIMagistral-Medium-2506MistralAI1,409+/-393,390MistralAIProprietary
129Qwen3.5-27B阿里巴巴1,408+/-427,052阿里巴巴Apache 2.0
130Google Deep MindGemini 2.5 Flash-Preview-09-2025Google Deep Mind1,404+/-432,849Google Deep MindProprietary
131xAIGrok 4 Fast (fast-reasoning)xAI1,404+/-518,688xAIProprietary
132Alibabaqwen3-235b-a22b-no-thinkingAlibaba1,403+/-538,137AlibabaApache 2.0
133OpenAIGPT-5.4 nano (high)OpenAI1,403+/-457,979OpenAIProprietary
134OpenAIOpenAI o1OpenAI1,402+/-427,807OpenAIProprietary
135Qwen3-Next阿里巴巴1,401+/-522,846阿里巴巴Apache 2.0
136Meituanlongcat-flash-chatMeituan1,401+/-611,379MeituanMIT
137AnthropicClaude Sonnet 4 (thinking-32k)Anthropic1,399+/-435,044AnthropicProprietary
138Alibabaqwen3-235b-a22b-thinking-2507Alibaba1,399+/-78,975AlibabaApache 2.0
139DeepSeek-AIDeepSeek-R1DeepSeek-AI1,398+/-518,524DeepSeek-AIMIT
140StepFunAIStep 3.5 FlashStepFunAI1,397+/-457,847StepFunAIProprietary
141DeepSeek-AIDeepSeek-V3-0324DeepSeek-AI1,396+/-445,445DeepSeek-AIMIT
142Qwen3-VL-235B-A22B-Instruct (thinking)阿里巴巴1,395+/-77,934阿里巴巴Apache 2.0
143Qwen3.5-35B-A3B阿里巴巴1,395+/-428,864阿里巴巴Apache 2.0
144Tencenthunyuan-vision-1.5-thinkingTencent1,395+/-122,214TencentProprietary
145StepFunAIStep 3.5 FlashStepFunAI1,394+/-456,979StepFunAIApache 2.0
146Amazonamazon-nova-experimental-chat-12-10Amazon1,394+/-103,672AmazonProprietary
147mimo-v2-flash (non-thinking)Xiaomi1,393+/-446,248XiaomiMIT
148OpenAIGPT-5-mini (high)OpenAI1,390+/-526,987OpenAIProprietary
149OpenAIOpenAI o4 - miniOpenAI1,390+/-445,383OpenAIProprietary
150MiniMaxAIMiniMax M2.5MiniMaxAI1,390+/-440,688MiniMaxAIModified MIT
151AnthropicClaude Sonnet 4Anthropic1,389+/-440,242AnthropicProprietary
152OpenAIOpenAI o1OpenAI1,389+/-531,122OpenAIProprietary
153AnthropicClaude3-Sonnet (thinking-32k)Anthropic1,388+/-438,785AnthropicProprietary
154Qwen3-Coder-480B-A35B阿里巴巴1,388+/-525,674阿里巴巴Apache 2.0
155mimo-v2-flash (thinking)Xiaomi1,387+/-610,909XiaomiMIT
156Mistralmistral-medium-2505Mistral1,387+/-533,178MistralProprietary
157Hunyuan-T1腾讯AI实验室1,387+/-94,695腾讯AI实验室Proprietary
158MiniMaxAIM2.1MiniMaxAI1,384+/-517,057MiniMaxAIMIT
159Qwen3-30B-A3B-2507阿里巴巴1,383+/-523,691阿里巴巴Apache 2.0
160OpenAIGPT-4.1 miniOpenAI1,383+/-439,277OpenAIProprietary
161Tencenthunyuan-turbos-20250416Tencent1,382+/-610,715TencentProprietary
162Google Deep MindGemini 2.5 Flash-Lite-Preview-09-2025 (no-thinking)Google Deep Mind1,380+/-347,142Google Deep MindProprietary
163trinity-large-preview Apache 2.01,379+/-429,651
164GLM-4.6V智谱AI1,377+/-112,797智谱AIMIT
165Qwen3-235B-A22B阿里巴巴1,375+/-526,241阿里巴巴Apache 2.0
166Google Deep MindGemini 2.5 Flash-Lite (thinking)Google Deep Mind1,375+/-532,839Google Deep MindProprietary
167Qwen2.5-Max阿里巴巴1,374+/-432,590阿里巴巴Proprietary
168AnthropicClaude 3.5 SonnetAnthropic1,373+/-388,291AnthropicProprietary
169GLM-4.5-Air智谱AI1,373+/-431,040智谱AIMIT
170AnthropicClaude3-SonnetAnthropic1,372+/-443,140AnthropicProprietary
171Qwen3-Next (thinking)阿里巴巴1,369+/-613,661阿里巴巴Apache 2.0
172trinity-large-thinking Apache 2.01,369+/-528,771
173GLM-4.7-Flash智谱AI1,368+/-611,678智谱AIMIT
174Amazonamazon-nova-experimental-chat-11-10Amazon1,366+/-425,264AmazonProprietary
175Google Deep MindGemma 3 - 27B (IT)Google Deep Mind1,366+/-447,453Google Deep MindGemma
176MiniMaxminimax-m1MiniMax1,364+/-435,117MiniMaxApache 2.0
177OpenAIOpenAI o3-mini (high)OpenAI1,364+/-518,589OpenAIProprietary
178OpenAIOpenAI o3-mini (high)OpenAI1,362+/-516,938OpenAIProprietary
179Nvidianvidia-nemotron-3-super-120b-a12bNvidia1,361+/-77,484NvidiaNVIDIA Open Model
180DeepMindGemini 2.0 Flash ExperimentalDeepMind1,361+/-443,718DeepMindProprietary
181DeepSeek-AIDeepSeek-V3DeepSeek-AI1,359+/-521,770DeepSeek-AIDeepSeek
182MistralAIMistral-Small-3.2MistralAI1,358+/-517,685MistralAIApache 2.0
183xAIgrok-3-mini-betaxAI1,357+/-522,672xAIProprietary
184intellect-3 MIT1,356+/-85,323
185CohereAIC4AI Command A (202503)CohereAI1,354+/-356,175CohereAICC-BY-NC-4.0
186DeepMindGemini 2.0 Flash-LiteDeepMind1,354+/-424,955DeepMindProprietary
187GLM-4.5V智谱AI1,354+/-84,953智谱AIMIT
188OpenAIGPT OSS 120BOpenAI1,352+/-430,594OpenAIApache 2.0
189Google Deep MindGemini 1.5 ProGoogle Deep Mind1,351+/-355,606Google Deep MindProprietary
190Amazonamazon-nova-experimental-chat-10-20Amazon1,349+/-611,449AmazonProprietary
191Tencenthunyuan-turbos-20250226Tencent1,349+/-122,220TencentProprietary
192StepFunAIStep3StepFunAI1,349+/-76,531StepFunAIApache 2.0
193OpenAIOpenAI o3-miniOpenAI1,348+/-457,283OpenAIProprietary
194Nvidiallama-3.1-nemotron-ultra-253b-v1Nvidia1,348+/-122,549NvidiaNvidia Open Model
195Amazonamazon-nova-experimental-chat-10-09Amazon1,348+/-112,823AmazonProprietary
196Qwen3-32B阿里巴巴1,347+/-93,926阿里巴巴Apache 2.0
197AImercury-2 InceptionAI1,347+/-113,099AIProprietary
198ling-flash-2.0 AntGroup1,346+/-76,993GroupMIT
199Alibabaqwen-plus-0125Alibaba1,346+/-85,819AlibabaProprietary
200MiniMaxAIMiniMax M2MiniMaxAI1,346+/-86,859MiniMaxAIApache 2.0
201OpenAIGPT-4oOpenAI1,346+/-3112,881OpenAIProprietary
202Nvidianvidia-llama-3.3-nemotron-super-49b-v1.5Nvidia1,343+/-103,340NvidiaNvidia Open
203glm-4-plus-0111Zhipu1,343+/-85,760ZhipuProprietary
204AnthropicClaude 3.5 SonnetAnthropic1,343+/-382,419AnthropicProprietary
205Google Deep MindGemma 3 - 12B (IT)Google Deep Mind1,342+/-103,829Google Deep MindGemma
206Tencenthunyuan-turbo-0110Tencent1,341+/-122,290TencentProprietary
207OpenAIGPT-5-Nano (high)OpenAI1,337+/-78,254OpenAIProprietary
208OpenAIOpenAI o1-miniOpenAI1,337+/-451,981OpenAIProprietary
209Nova 2 Lite亚马逊1,337+/-612,213亚马逊Proprietary
210QwQ-32B阿里巴巴1,336+/-425,361阿里巴巴Apache 2.0
211xAIGrok 2xAI1,336+/-463,498xAIProprietary
212Googlegemini-advanced-0514Google1,336+/-550,148GoogleProprietary
213OpenAIGPT-4oOpenAI1,335+/-445,499OpenAIProprietary
214Metallama-3.1-405b-instruct-bf16Meta1,335+/-441,375MetaLlama 3.1 Community
215StepFunstep-2-16k-exp-202412StepFun1,334+/-94,833StepFunProprietary
216Metallama-3.1-405b-instruct-fp8Meta1,333+/-459,656MetaLlama 3.1 Community
217olmo-3.1-32b-instructAi21,330+/-612,195Ai2Apache 2.0
218molmo-2-8bAi21,329+/-21800Ai2Apache 2.0
219yi-lightning Proprietary1,328+/-527,332
220Nvidiallama-3.3-nemotron-49b-super-v1Nvidia1,328+/-122,218NvidiaNvidia
221Qwen3-30B-A3B阿里巴巴1,327+/-526,448阿里巴巴Apache 2.0
222Llama 4 Maverick InstructFacebook AI研究实验室1,327+/-439,928Facebook AI研究实验室Llama 4
223Tencenthunyuan-large-2025-02-10Tencent1,326+/-103,738TencentProprietary
224OpenAIgpt-4-turbo-2024-04-09OpenAI1,324+/-498,114OpenAIProprietary
225AnthropicClaude 3.5 HaikuAnthropic1,324+/-369,899AnthropicProprietary
226Google Deep MindGemini 1.5 ProGoogle Deep Mind1,324+/-479,138Google Deep MindProprietary
227DeepSeekdeepseek-v2.5-1210DeepSeek1,324+/-86,795DeepSeekDeepSeek
228Llama 4 Scout InstructFacebook AI研究实验室1,323+/-530,251Facebook AI研究实验室Llama
229OpenAIGPT-4.1 nanoOpenAI1,322+/-86,103OpenAIProprietary
230AnthropicClaude3-OpusAnthropic1,322+/-3194,909AnthropicProprietary
231ring-flash-2.0 AntGroup1,321+/-77,129GroupMIT
232StepFunstep-1o-turbo-202506StepFun1,320+/-79,023StepFunProprietary
233glm-4-plusZhipu AI1,319+/-526,126Zhipu AIProprietary
234Llama3.3-70B-InstructFacebook AI研究实验室1,318+/-354,698Facebook AI研究实验室Llama-3.3
235Google Deep MindGemma-3n-E4BGoogle Deep Mind1,318+/-522,553Google Deep MindGemma
236Alibabaqwen-max-0919Alibaba1,318+/-616,478AlibabaQwen
237OpenAIGPT-4o miniOpenAI1,318+/-468,707OpenAIProprietary
238OpenAIGPT OSS 20BOpenAI1,317+/-610,618OpenAIApache 2.0
239Nvidianvidia-nemotron-3-nano-30b-a3b-bf16Nvidia1,315+/-615,489NvidiaNVIDIA Open Model
240Alibabaqwen2.5-plus-1127Alibaba1,315+/-610,187AlibabaProprietary
241athene-v2-chat NexusFlow1,314+/-524,739
242Mistralmistral-large-2407Mistral1,314+/-445,459MistralMistral Research
243OpenAIGPT-4OpenAI1,313+/-493,439OpenAIProprietary
244OpenAIGPT-4OpenAI1,312+/-4100,105OpenAIProprietary
245Tencenthunyuan-standard-2025-02-10Tencent1,311+/-103,904TencentProprietary
246Googlegemini-1.5-flash-002Google1,309+/-434,902GoogleProprietary
247xAIgrok-2-mini-2024-08-13xAI1,309+/-452,567xAIProprietary
248DeepSeek-AIDeepSeek V2.5DeepSeek-AI1,307+/-524,572DeepSeek-AIDeepSeek
249athene-70b-0725 CC-BY-NC-4.01,307+/-619,621
250AImercury InceptionAI1,306+/-141,953AIProprietary
251granite-4.1-8bIBM1,306+/-103,995IBMApache 2.0
252olmo-3-32b-thinkAi21,305+/-85,930Ai2Apache 2.0
253Mistralmistral-large-2411Mistral1,305+/-428,073MistralMRL
254MistralAIMagistral-Medium-2506MistralAI1,304+/-611,617MistralAIProprietary
255Google Deep MindGemma 3 - 4B (IT)Google Deep Mind1,303+/-94,171Google Deep MindGemma
256MistralAIMistral-Small-3.1-24B-Instruct-2503MistralAI1,303+/-533,180MistralAIApache 2.0
257Qwen2.5-VL-72B-Instruct阿里巴巴1,303+/-439,406阿里巴巴Qwen
258Llama3.1-70B-InstructFacebook AI研究实验室1,299+/-87,140Facebook AI研究实验室Llama 3.1
259Tencenthunyuan-large-visionTencent1,294+/-95,362TencentProprietary
260Llama3.1-70B-InstructFacebook AI研究实验室1,293+/-455,240Facebook AI研究实验室Llama 3.1 Community
261Amazonamazon-nova-pro-v1.0Amazon1,290+/-524,745AmazonProprietary
262jamba-1.5-large Jamba Open1,289+/-78,662
263Googlegemma-2-27b-itGoogle1,289+/-375,754GoogleGemma license
264reka-core-20240904 Proprietary1,288+/-77,312
265ibm-granite-h-smallIBM1,287+/-85,677IBMApache 2.0
266OpenAIGPT-4OpenAI1,287+/-554,173OpenAIProprietary
267Googlegemini-1.5-flash-001Google1,286+/-562,833GoogleProprietary
268Nvidiallama-3.1-nemotron-51b-instructNvidia1,286+/-103,749NvidiaLlama 3.1
269llama-3.1-tulu-3-70bAi21,286+/-102,846Ai2Llama 3.1
270olmo-3.1-32b-thinkAi21,285+/-78,485Ai2Apache 2.0
271AnthropicClaude3-SonnetAnthropic1,281+/-4109,284AnthropicProprietary
272gemma-2-9b-it-simpo MIT1,280+/-710,072
273Nvidianemotron-4-340b-instructNvidia1,277+/-519,659NvidiaNVIDIA Open Model
274Llama3-70B-InstructFacebook AI研究实验室1,276+/-4156,876Facebook AI研究实验室Llama 3 Community
275Coherecommand-r-plus-08-2024Cohere1,276+/-79,866CohereCC-BY-NC-4.0
276OpenAIGPT-4OpenAI1,275+/-488,723OpenAIProprietary
277MistralAIMistral Small 24B Instruct 2501MistralAI1,274+/-614,681MistralAIApache 2.0
278GLM4智谱AI1,273+/-79,788智谱AIProprietary
279reka-flash-20240904 Proprietary1,272+/-77,536
280Qwen2.5-Coder-32B-Instruct阿里巴巴1,271+/-85,432阿里巴巴Apache 2.0
281CohereAIC4AI Aya Vision 32BCohereAI1,267+/-527,124CohereAICC-BY-NC-4.0
282Googlegemma-2-9b-itGoogle1,267+/-454,611GoogleGemma license
283DeepSeekdeepseek-coder-v2DeepSeek1,265+/-615,147DeepSeekDeepSeek License
284Qwen2-72B-Instruct阿里巴巴1,261+/-537,325阿里巴巴Qianwen LICENSE
285CohereAIC4AI Command R+CohereAI1,261+/-477,554CohereAICC-BY-NC-4.0
286AnthropicClaude3-HaikuAnthropic1,261+/-4117,701AnthropicProprietary
287Amazonamazon-nova-lite-v1.0Amazon1,260+/-519,372AmazonProprietary
288Googlegemini-1.5-flash-8b-001Google1,259+/-435,558GoogleProprietary
289Microsoft AzurePhi-4-reasoningMicrosoft Azure1,256+/-524,126Microsoft AzureMIT
290olmo-2-0325-32b-instructAi21,251+/-113,334Ai2Apache-2.0
291Coherecommand-r-08-2024Cohere1,250+/-710,140CohereCC-BY-NC-4.0
292Mistralmistral-large-2402Mistral1,242+/-562,436MistralProprietary
293Amazonamazon-nova-micro-v1.0Amazon1,241+/-519,364AmazonProprietary
294jamba-1.5-mini Jamba Open1,240+/-78,858
295Mistralministral-8b-2410Mistral1,237+/-94,781MistralMRL
296Googlegemini-pro-dev-apiGoogle1,236+/-718,354GoogleProprietary
297Qwen1.5-110B-Chat阿里巴巴1,234+/-626,195阿里巴巴Qianwen LICENSE
298Tencenthunyuan-standard-256kTencent1,233+/-122,728TencentProprietary
299reka-flash-21b-20240226-online Proprietary1,233+/-715,450
300Qwen1.5-72B-Chat阿里巴巴1,233+/-539,302阿里巴巴Qianwen LICENSE
301MistralAIMixtral-8x22B-Instruct-v0.1MistralAI1,229+/-551,416MistralAIApache 2.0
302reka-flash-21b-20240226 Proprietary1,226+/-624,806
303Coherecommand-rCohere1,226+/-554,036CohereCC-BY-NC-4.0
304OpenAIgpt-3.5-turbo-0125OpenAI1,225+/-566,207OpenAIProprietary
305Llama3-8B-InstructFacebook AI研究实验室1,223+/-4104,642Facebook AI研究实验室Llama 3 Community
306CohereAIC4AI Aya Vision 8BCohereAI1,223+/-79,818CohereAICC-BY-NC-4.0
307DeepMindGemini-proDeepMind1,223+/-126,390DeepMindProprietary
308Mistralmistral-mediumMistral1,222+/-534,550MistralProprietary
309llama-3.1-tulu-3-8bAi21,221+/-112,896Ai2Llama 3.1
310Yi-1.5-34B零一万物1,213+/-524,146零一万物
311zephyr-orpo-141b-A35b-v0.1 Apache 2.01,212+/-114,652
312Llama3.1-8B-InstructFacebook AI研究实验室1,211+/-449,605Facebook AI研究实验室Llama 3.1 Community
313Llama3.1-8B-InstructFacebook AI研究实验室1,208+/-113,090Facebook AI研究实验室Apache 2.0
314Alibabaqwen1.5-32b-chatAlibaba1,203+/-621,741AlibabaQianwen LICENSE
315OpenAIgpt-3.5-turbo-1106OpenAI1,203+/-916,619OpenAIProprietary
316Googlegemma-2-2b-itGoogle1,200+/-446,616GoogleGemma license
317Microsoft AzurePhi-3-medium 14B-previewMicrosoft Azure1,197+/-525,055Microsoft AzureMIT
318Mistralmixtral-8x7b-instruct-v0.1Mistral1,197+/-473,503MistralApache 2.0
319dbrx-instruct-preview DBRX LICENSE1,195+/-632,191
320InternLM2-Base-20B上海人工智能实验室1,191+/-79,901上海人工智能实验室
321Qwen1.5-14B-Chat阿里巴巴1,191+/-717,839阿里巴巴Qianwen LICENSE
322DeepSeek-AIDeepSeek LLM 67B ChatDeepSeek-AI1,184+/-114,932DeepSeek-AIDeepSeek License
323WizardLM-70B-V1.0WizardLM Team1,184+/-98,214WizardLM TeamLlama 2 Community
324Yi-34B零一万物1,183+/-715,483零一万物
325granite-3.0-8b-instructIBM1,182+/-96,638IBMApache 2.0
326openchat-3.5 Apache-2.01,182+/-107,968
327openchat-3.5-0106 Apache-2.01,182+/-812,637
328Google ResearchGemma 1.1-7B-ITGoogle Research1,182+/-623,893Google ResearchGemma license
329snowflake-arctic-instruct Apache 2.01,179+/-632,832
330granite-3.1-2b-instructIBM1,179+/-113,188IBMApache 2.0
331LLaMA2 70BFacebook AI研究实验室1,177+/-106,535Facebook AI研究实验室
332openhermes-2.5-mistral-7b Apache-2.01,175+/-105,006
333Vicuna 33BLM-SYS1,172+/-622,479LM-SYS
334starling-lm-7b-beta Apache-2.01,171+/-716,056
335Microsoft AzurePhi-3-small 7BMicrosoft Azure1,171+/-617,766Microsoft AzureMIT
336Metallama-2-70b-chatMeta1,170+/-538,492MetaLlama 2 Community
337starling-lm-7b-alpha CC-BY-NC-4.01,167+/-810,224
338Metallama-3.2-3b-instructMeta1,166+/-87,936MetaLlama 3.2
339nous-hermes-2-mixtral-8x7b-dpo Apache-2.01,164+/-123,777
340Qwen3-VL-2B阿里巴巴1,156+/-86,837阿里巴巴Apache 2.0
341QwQ-32B-Preview阿里巴巴1,155+/-113,231阿里巴巴Apache 2.0
342Nvidiallama2-70b-steerlm-chatNvidia1,154+/-133,585NvidiaLlama 2 Community
343solar-10.7b-instruct-v1.0 CC-BY-NC-4.01,152+/-134,155
344dolphin-2.2.1-mistral-7b Apache-2.01,152+/-151,679
345mpt-30b-chat CC-BY-NC-SA-4.01,150+/-122,572
346Microsoftwizardlm-13bMicrosoft1,149+/-97,044MicrosoftLlama 2 Community
347MistralAIMistral-7B-Instruct-v0.2MistralAI1,149+/-719,402MistralAIApache-2.0
348falcon-180b-chat Falcon-180B TII License1,147+/-171,295
349Qwen1.5-7B-Chat阿里巴巴1,143+/-104,737阿里巴巴Qianwen LICENSE
350Microsoft AzurePhi-3-mini 3.8BMicrosoft Azure1,143+/-612,297Microsoft AzureMIT
351Baichuan2-13B-Chat百川智能1,141+/-719,174百川智能Llama 2 Community
352vicuna-13b Llama 2 Community1,141+/-719,367
353Qwen-14B-Chat阿里巴巴1,139+/-114,964阿里巴巴Qianwen LICENSE
354Google ResearchPaLM 2Google Research1,138+/-98,554Google ResearchProprietary
355Google ResearchGemma 7B - ItGoogle Research1,137+/-98,925Google ResearchGemma license
356CodeLLaMA-34BFacebook AI研究实验室1,136+/-97,366Facebook AI研究实验室Llama 2 Community
357zephyr-7b-beta MIT1,130+/-911,118
358Microsoft AzurePhi-3-mini 3.8BMicrosoft Azure1,129+/-720,685Microsoft AzureMIT
359Microsoft AzurePhi-3-mini 3.8BMicrosoft Azure1,128+/-620,118Microsoft AzureMIT
360guanaco-33b Non-commercial1,127+/-122,921
361zephyr-7b-alpha MIT1,126+/-161,785
362stripedhyena-nous-7b Apache 2.01,121+/-115,182
363CodeLlama-70B-InstructFacebook AI研究实验室1,119+/-181,143Facebook AI研究实验室Llama 2 Community
364Google ResearchGemma 1.1-2B-ITGoogle Research1,116+/-810,854Google ResearchGemma license
365vicuna-7b Llama 2 Community1,115+/-96,923
366smollm2-1.7b-instruct Apache 2.01,114+/-142,199
367Metallama-3.2-1b-instructMeta1,111+/-88,045MetaLlama 3.2
368MistralAIMistral 7B InstructMistralAI1,110+/-98,977MistralAIApache 2.0
369Baichuan2-7B-Chat百川智能1,107+/-714,148百川智能Llama 2 Community
370Google ResearchGemma 2B - ItGoogle Research1,093+/-114,780Google ResearchGemma license
371Qwen1.5-4B-Chat阿里巴巴1,090+/-97,597阿里巴巴Qianwen LICENSE
372olmo-7b-instructAi21,073+/-116,328Ai2Apache-2.0
373Koala达摩院1,070+/-106,965达摩院
374alpaca-13b Non-commercial1,069+/-115,745
375GPT4All 13BNomic AI1,067+/-151,743Nomic AI
376mpt-7b-chat CC-BY-NC-SA-4.01,062+/-123,924
377ChatGLM3-6B智谱AI1,056+/-124,658智谱AI
378RWKV-4-Raven-14B Apache 2.01,041+/-114,845
379ChatGLM2-6B智谱AI1,024+/-142,658智谱AI
380oasst-pythia-12b Apache 2.01,023+/-116,310
381ChatGLM-6B智谱AI995+/-134,914智谱AI
382fastchat-t5-3b Apache 2.0992+/-124,203
383dolly-v2-12b MIT981+/-133,412
384LLaMA 13BFacebook AI研究实验室974+/-162,391Facebook AI研究实验室Non-commercial
385stablelm-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