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首页综合排行榜Text Generation Arena 文本生成模型排行榜

LMArena 评测赛道

文本生成代码数学图像编辑文字生成视频图生视频文生图

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 4.6 (thinking)

最高得分

1,502

模型数量

357

数据版本

2026年05月14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。

来源:全部国产模型
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 4.6 (thinking)Anthropic1,502+/-425,736AnthropicProprietary
AnthropicOpus 4.7 (thinking)Anthropic1,500+/-611,197AnthropicProprietary
AnthropicClaude Opus 4.6Anthropic1,498+/-427,338AnthropicProprietary
4AnthropicOpus 4.7Anthropic1,492+/-611,792AnthropicProprietary
5FAMuse SparkFacebook AI研究实验室1,490+/-610,785Facebook AI研究实验室Proprietary
6Google Deep MindGemini 3.1 Pro PreviewGoogle Deep Mind1,489+/-431,925Google Deep MindProprietary
7Google Deep MindGemini 3.0 Pro (Preview 11-2025)Google Deep Mind1,486+/-441,331Google Deep MindProprietary
8OpenAIGPT-5.5 (high)OpenAI1,484+/-78,595OpenAIProprietary
9OpenAIGPT-5.4 (high)OpenAI1,479+/-519,345OpenAIProprietary
10xAIgrok-4.20-beta1xAI1,479+/-521,190xAIProprietary
11OpenAIGPT-5.2OpenAI1,477+/-426,000OpenAIProprietary
12OpenAIGPT-5.5OpenAI1,476+/-78,686OpenAIProprietary
13xAIgrok-4.20-beta-0309-reasoningxAI1,476+/-519,765xAIProprietary
14xAIgrok-4.20-multi-agent-beta-0309xAI1,475+/-519,883xAIProprietary
15Google Deep MindGemini 3.0 FlashGoogle Deep Mind1,473+/-430,750Google Deep MindProprietary
16AnthropicClaude Opus 4 (thinking-32k)Anthropic1,473+/-437,126AnthropicProprietary
17百度ERNIE-5.1-Preview百度1,472+/-77,585百度Proprietary
18智谱GLM 5.1智谱AI1,472+/-611,808智谱AIMIT
19OpenAIgpt-5.5-instantOpenAI1,472+/-85,874OpenAIProprietary
20AnthropicClaude Sonnet 4.6Anthropic1,468+/-519,224AnthropicProprietary
21xAIGrok 4.1 ThinkingxAI1,468+/-357,580xAIProprietary
22AnthropicClaude Opus 4Anthropic1,467+/-357,071AnthropicProprietary
23OpenAIGPT-5.4OpenAI1,467+/-520,253OpenAIProprietary
24Alibabaqwen3.5-max-previewAlibaba1,465+/-516,065AlibabaProprietary
25XImimo-v2.5-proXiaomi1,463+/-78,211XiaomiMIT
26Google Deep MindGemini 3.0 Flash (minimal)Google Deep Mind1,463+/-443,629Google Deep MindProprietary
27Moonshot AIKimi K2.6Moonshot AI1,461+/-68,843Moonshot AIModified MIT
28DeepSeek-AIDeepSeek-V4-Pro (thinking)DeepSeek-AI1,461+/-78,474DeepSeek-AIMIT
29xAIGrok 4.1xAI1,460+/-361,475xAIProprietary
30DeepSeek-AIDeepSeek-V4-ProDeepSeek-AI1,459+/-69,157DeepSeek-AIMIT
31阿里Qwen3.6-Max-Preview阿里巴巴1,458+/-94,088阿里巴巴Proprietary
32智谱GLM-5智谱AI1,456+/-520,559智谱AIMIT
33Bytedancedola-seed-2.0-proBytedance1,456+/-428,792BytedanceProprietary
34OpenAIGPT-5.4 mini (high)OpenAI1,455+/-517,231OpenAIProprietary
35OpenAIGPT-5.1 Pro (high)OpenAI1,455+/-440,851OpenAIProprietary
36xAIGrok 4.3 BetaxAI1,454+/-77,457xAIProprietary
37AnthropicClaude Sonnet 4.5 (thinking-32k)Anthropic1,454+/-369,268AnthropicProprietary
38AnthropicClaude Sonnet 4.5Anthropic1,453+/-367,445AnthropicProprietary
39DeepMindGemma 4 31BDeepMind1,451+/-85,829DeepMindApache 2.0
40百度ERNIE 5.0百度1,450+/-430,297百度Proprietary
41百度ERNIE 5.0百度1,449+/-79,761百度Proprietary
42OpenAIGPT-5.3OpenAI1,449+/-524,856OpenAIProprietary
43Moonshot AIKimi K2 ThinkingMoonshot AI1,449+/-429,185Moonshot AIModified MIT
44AnthropicOpus 4.1 (thinking-16k)Anthropic1,449+/-349,833AnthropicProprietary
45XImimo-v2-proXiaomi1,447+/-517,333XiaomiProprietary
46Google Deep MindGemini 2.5 Pro Experimental 03-25Google Deep Mind1,447+/-3117,010Google Deep MindProprietary
47AnthropicOpus 4.1Anthropic1,447+/-377,396AnthropicProprietary
48阿里Qwen 3.6 Plus Preview阿里巴巴1,446+/-610,531阿里巴巴Proprietary
49阿里Qwen3.5-397B-A17B阿里巴巴1,445+/-424,385阿里巴巴Apache 2.0
50OpenAIGPT-4.5OpenAI1,444+/-614,547OpenAIProprietary
51OpenAIGPT-4o(2025-03-27)OpenAI1,443+/-382,480OpenAIProprietary
52智谱GLM-4.7智谱AI1,443+/-612,136智谱AIMIT
53DeepSeek-AIDeepSeek-V4-Flash (thinking)DeepSeek-AI1,441+/-78,563DeepSeek-AIMIT
54OpenAIGPT-5.2 Pro (high)OpenAI1,440+/-440,309OpenAIProprietary
55OpenAIGPT-5.1 InstantOpenAI1,439+/-443,500OpenAIProprietary
56Googlegemini-3.1-flash-lite-previewGoogle1,438+/-525,946GoogleProprietary
57DeepMindGemma 4 26B A4BDeepMind1,438+/-85,776DeepMindApache 2.0
58OpenAIGPT-5.2OpenAI1,436+/-437,483OpenAIProprietary
59阿里Qwen3 Max (Preview)阿里巴巴1,435+/-527,748阿里巴巴Proprietary
60Meituanlongcat-flash-chat-2602-expMeituan1,434+/-515,412MeituanProprietary
61DeepSeek-AIDeepSeek-V4-FlashDeepSeek-AI1,434+/-78,454DeepSeek-AIMIT
62OpenAIGPT-5-Pro (high)OpenAI1,434+/-531,960OpenAIProprietary
63Moonshotkimi-k2.5-instantMoonshot1,432+/-78,203MoonshotModified MIT
64xAIGrok 4.1 Fast (fast-reasoning)xAI1,431+/-352,196xAIProprietary
65OpenAIOpenAI o3OpenAI1,431+/-459,771OpenAIProprietary
66Moonshot AIKimi K2 Thinking (thinking-turbo)Moonshot AI1,430+/-354,996Moonshot AIModified MIT
67Amazonamazon-nova-experimental-chat-26-02-10Amazon1,428+/-103,424AmazonProprietary
68XImimo-v2.5Xiaomi1,427+/-78,273XiaomiMIT
69OpenAIGPT-5OpenAI1,427+/-431,611OpenAIProprietary
70智谱GLM-4.6智谱AI1,426+/-435,677智谱AIMIT
71DeepSeek-AIDeepSeek V3.2-Exp (thinking)DeepSeek-AI1,425+/-79,073DeepSeek-AIMIT
72Alibabaqwen3-max-2025-09-23Alibaba1,424+/-69,171AlibabaProprietary
73AnthropicClaude Opus 4 (thinking-16k)Anthropic1,424+/-436,922AnthropicProprietary
74DeepSeek-AIDeepSeek V3.2DeepSeek-AI1,424+/-445,034DeepSeek-AIMIT
75DeepSeek-AIDeepSeek V3.2-ExpDeepSeek-AI1,423+/-611,937DeepSeek-AIMIT
76阿里Qwen3-235B-A22B-2507阿里巴巴1,423+/-390,552阿里巴巴Apache 2.0
77DeepSeek-AIDeepSeek-R1-0528DeepSeek-AI1,422+/-618,467DeepSeek-AIMIT
78DeepSeek-AIDeepSeek V3.2 (thinking)DeepSeek-AI1,422+/-439,226DeepSeek-AIMIT
79xAIGrok 4 FastxAI1,421+/-86,820xAIProprietary
80百度ERNIE 5.0百度1,419+/-94,712百度Proprietary
81阿里Qwen3.5-122B-A10B阿里巴巴1,419+/-521,417阿里巴巴Apache 2.0
82Moonshot AIKimi K2 0905Moonshot AI1,418+/-611,798Moonshot AIModified MIT
83DeepSeek-AIDeepSeek-V3.1DeepSeek-AI1,418+/-614,982DeepSeek-AIMIT
84DeepSeek-AIDeepSeek-V3.1 Terminus (thinking)DeepSeek-AI1,417+/-103,472DeepSeek-AIMIT
85Moonshot AIKimi K2Moonshot AI1,417+/-527,647Moonshot AIModified MIT
86DeepSeek-AIDeepSeek-V3.1 (thinking)DeepSeek-AI1,417+/-711,755DeepSeek-AIMIT
87Tencenthunyuan-hy3-previewTencent1,416+/-85,011Tencenttencent-hunyuan-community
88DeepSeek-AIDeepSeek-V3.1 TerminusDeepSeek-AI1,416+/-103,707DeepSeek-AIMIT
89MistralAIMistral Large 3MistralAI1,415+/-441,512MistralAIApache 2.0
90Amazonamazon-nova-experimental-chat-26-01-10Amazon1,415+/-103,412AmazonProprietary
91阿里Qwen3-VL-235B-A22B-Instruct阿里巴巴1,415+/-611,523阿里巴巴Apache 2.0
92OpenAIGPT-4.1OpenAI1,413+/-451,016OpenAIProprietary
93AnthropicClaude Opus 4Anthropic1,412+/-444,237AnthropicProprietary
94xAIGrok 3xAI1,412+/-432,909xAIProprietary
95智谱GLM-4.5智谱AI1,411+/-524,340智谱AIMIT
96Google Deep MindGemini 2.5 FlashGoogle Deep Mind1,411+/-3116,697Google Deep MindProprietary
97xAIGrok 4xAI1,410+/-441,417xAIProprietary
98MistralAIMagistral-Medium-2506MistralAI1,410+/-386,567MistralAIProprietary
99AnthropicHaiku 4.5Anthropic1,410+/-369,160AnthropicProprietary
100MiniMaxAIMiniMax-M2.7MiniMaxAI1,408+/-515,500MiniMaxAIModified MIT
101阿里Qwen3.5-27B阿里巴巴1,408+/-520,914阿里巴巴Apache 2.0
102OpenAIGPT-5.4 nano (high)OpenAI1,407+/-516,660OpenAIProprietary
103Google Deep MindGemini 2.5 Flash-Preview-09-2025Google Deep Mind1,405+/-432,926Google Deep MindProprietary
104xAIGrok 4 Fast (fast-reasoning)xAI1,404+/-518,726xAIProprietary
105Alibabaqwen3-235b-a22b-no-thinkingAlibaba1,403+/-438,234AlibabaApache 2.0
106OpenAIOpenAI o1OpenAI1,402+/-427,807OpenAIProprietary
107阿里Qwen3-Next阿里巴巴1,402+/-522,885阿里巴巴Apache 2.0
108Meituanlongcat-flash-chatMeituan1,401+/-611,406MeituanMIT
109Alibabaqwen3-235b-a22b-thinking-2507Alibaba1,399+/-79,001AlibabaApache 2.0
110AnthropicClaude Sonnet 4 (thinking-32k)Anthropic1,399+/-435,129AnthropicProprietary
111阿里Qwen3.5-35B-A3B阿里巴巴1,398+/-521,851阿里巴巴Apache 2.0
112DeepSeek-AIDeepSeek-R1DeepSeek-AI1,398+/-518,524DeepSeek-AIMIT
113StepFunAIStep 3.5 FlashStepFunAI1,397+/-521,669StepFunAIProprietary
114Tencenthunyuan-vision-1.5-thinkingTencent1,396+/-122,219TencentProprietary
115阿里Qwen3-VL-235B-A22B-Instruct (thinking)阿里巴巴1,396+/-77,945阿里巴巴Apache 2.0
116DeepSeek-AIDeepSeek-V3-0324DeepSeek-AI1,395+/-445,525DeepSeek-AIMIT
117StepFunAIStep 3.5 FlashStepFunAI1,395+/-427,034StepFunAIApache 2.0
118Amazonamazon-nova-experimental-chat-12-10Amazon1,395+/-103,685AmazonProprietary
119MiniMaxAIMiniMax M2.5MiniMaxAI1,394+/-427,143MiniMaxAIModified MIT
120XImimo-v2-flash (non-thinking)Xiaomi1,393+/-439,257XiaomiMIT
121Microsoft AImai-1-previewMicrosoft AI1,393+/-517,892Microsoft AIProprietary
122OpenAIGPT-5-mini (high)OpenAI1,390+/-527,051OpenAIProprietary
123OpenAIOpenAI o4 - miniOpenAI1,390+/-445,448OpenAIProprietary
124AnthropicClaude Sonnet 4Anthropic1,389+/-440,345AnthropicProprietary
125OpenAIOpenAI o1OpenAI1,388+/-531,122OpenAIProprietary
126XImimo-v2-flash (thinking)Xiaomi1,387+/-610,978XiaomiMIT
127阿里Qwen3-Coder-480B-A35B阿里巴巴1,387+/-525,757阿里巴巴Apache 2.0
128腾讯Hunyuan-T1腾讯AI实验室1,387+/-94,712腾讯AI实验室Proprietary
129AnthropicClaude Sonnet 3.7 (thinking-32k)Anthropic1,387+/-438,840AnthropicProprietary
130Mistralmistral-medium-2505Mistral1,387+/-533,239MistralProprietary
131MiniMaxAIM2.1MiniMaxAI1,385+/-517,153MiniMaxAIMIT
132阿里Qwen3-30B-A3B-2507阿里巴巴1,383+/-523,760阿里巴巴Apache 2.0
133Tencenthunyuan-turbos-20250416Tencent1,382+/-610,722TencentProprietary
134OpenAIGPT-4.1 miniOpenAI1,382+/-439,355OpenAIProprietary
135Google Deep MindGemini 2.5 Flash-Lite-Preview-09-2025 (no-thinking)Google Deep Mind1,380+/-347,262Google Deep MindProprietary
136智谱GLM-4.6V智谱AI1,378+/-112,808智谱AIMIT
137ARtrinity-large-previewArcee AI1,376+/-523,139Arcee AIApache 2.0
138阿里Qwen3-235B-A22B阿里巴巴1,375+/-526,280阿里巴巴Apache 2.0
139Google Deep MindGemini 2.5 Flash-Lite (thinking)Google Deep Mind1,375+/-532,942Google Deep MindProprietary
140阿里Qwen2.5-Max阿里巴巴1,374+/-432,620阿里巴巴Proprietary
141ARtrinity-large-thinkingArcee AI1,374+/-514,518Arcee AIApache 2.0
142智谱GLM-4.5-Air智谱AI1,373+/-431,114智谱AIMIT
143AnthropicClaude 3.5 SonnetAnthropic1,372+/-388,355AnthropicProprietary
144AnthropicClaude Sonnet 3.7Anthropic1,371+/-443,197AnthropicProprietary
145阿里Qwen3-Next (thinking)阿里巴巴1,369+/-613,708阿里巴巴Apache 2.0
146智谱GLM-4.7-Flash智谱AI1,368+/-611,748智谱AIMIT
147Amazonamazon-nova-experimental-chat-11-10Amazon1,367+/-425,422AmazonProprietary
148Google Deep MindGemma 3 - 27B (IT)Google Deep Mind1,366+/-447,566Google Deep MindGemma
149MiniMaxminimax-m1MiniMax1,364+/-435,220MiniMaxApache 2.0
150OpenAIOpenAI o3-mini (high)OpenAI1,363+/-518,589OpenAIProprietary
151OpenAIOpenAI o3-mini (high)OpenAI1,362+/-516,977OpenAIProprietary
152Nvidianvidia-nemotron-3-super-120b-a12bNvidia1,361+/-77,406NvidiaNVIDIA Open Model
153DeepMindGemini 2.0 Flash ExperimentalDeepMind1,360+/-443,763DeepMindProprietary
154DeepSeek-AIDeepSeek-V3DeepSeek-AI1,358+/-521,770DeepSeek-AIDeepSeek
155MistralAIMistral-Small-3.2MistralAI1,357+/-517,719MistralAIApache 2.0
156xAIgrok-3-mini-betaxAI1,357+/-522,723xAIProprietary
157PRintellect-3Prime Intellect1,357+/-85,331Prime IntellectMIT
158CohereAIC4AI Command A (202503)CohereAI1,354+/-356,296CohereAICC-BY-NC-4.0
159智谱GLM-4.5V智谱AI1,353+/-84,964智谱AIMIT
160DeepMindGemini 2.0 Flash-LiteDeepMind1,353+/-424,955DeepMindProprietary
161OpenAIGPT OSS 120BOpenAI1,353+/-430,660OpenAIApache 2.0
162Google Deep MindGemini 1.5 ProGoogle Deep Mind1,351+/-355,606Google Deep MindProprietary
163Amazonamazon-nova-experimental-chat-10-20Amazon1,350+/-611,474AmazonProprietary
164Tencenthunyuan-turbos-20250226Tencent1,348+/-122,220TencentProprietary
165StepFunAIStep3StepFunAI1,348+/-76,548StepFunAIApache 2.0
166Amazonamazon-nova-experimental-chat-10-09Amazon1,347+/-112,840AmazonProprietary
167OpenAIOpenAI o3-miniOpenAI1,347+/-457,362OpenAIProprietary
168INmercury-2Inception AI1,347+/-113,124Inception AIProprietary
169阿里Qwen3-32B阿里巴巴1,347+/-93,926阿里巴巴Apache 2.0
170Nvidiallama-3.1-nemotron-ultra-253b-v1Nvidia1,347+/-122,549NvidiaNvidia Open Model
171INling-flash-2.0InclusionAI1,346+/-77,014InclusionAIMIT
172MiniMaxAIMiniMax M2MiniMaxAI1,346+/-86,872MiniMaxAIApache 2.0
173Alibabaqwen-plus-0125Alibaba1,346+/-85,819AlibabaProprietary
174OpenAIGPT-4oOpenAI1,345+/-3112,881OpenAIProprietary
175Nvidianvidia-llama-3.3-nemotron-super-49b-v1.5Nvidia1,343+/-103,344NvidiaNvidia Open
176ZHglm-4-plus-0111Zhipu1,343+/-85,760ZhipuProprietary
177AnthropicClaude 3.5 SonnetAnthropic1,342+/-382,419AnthropicProprietary
178Google Deep MindGemma 3 - 12B (IT)Google Deep Mind1,342+/-103,829Google Deep MindGemma
179Tencenthunyuan-turbo-0110Tencent1,340+/-122,290TencentProprietary
180OpenAIGPT-5-Nano (high)OpenAI1,337+/-78,274OpenAIProprietary
181亚马Nova 2 Lite亚马逊1,337+/-612,242亚马逊Proprietary
182OpenAIOpenAI o1-miniOpenAI1,337+/-451,981OpenAIProprietary
183阿里QwQ-32B阿里巴巴1,336+/-425,398阿里巴巴Apache 2.0
184xAIGrok 2xAI1,335+/-463,498xAIProprietary
185Googlegemini-advanced-0514Google1,335+/-550,148GoogleProprietary
186OpenAIGPT-4oOpenAI1,335+/-445,499OpenAIProprietary
187Metallama-3.1-405b-instruct-bf16Meta1,334+/-441,375MetaLlama 3.1 Community
188StepFunstep-2-16k-exp-202412StepFun1,334+/-94,833StepFunProprietary
189Metallama-3.1-405b-instruct-fp8Meta1,333+/-459,656MetaLlama 3.1 Community
190AIolmo-3.1-32b-instructAi21,330+/-612,229Ai2Apache 2.0
191AImolmo-2-8bAi21,329+/-21803Ai2Apache 2.0
19201yi-lightning01 AI1,328+/-527,33201 AIProprietary
193Nvidiallama-3.3-nemotron-49b-super-v1Nvidia1,328+/-122,218NvidiaNvidia
194阿里Qwen3-30B-A3B阿里巴巴1,327+/-526,505阿里巴巴Apache 2.0
195Metallama-4-maverick-17b-128e-instructMeta1,327+/-439,996MetaLlama 4
196Tencenthunyuan-large-2025-02-10Tencent1,326+/-103,738TencentProprietary
197OpenAIgpt-4-turbo-2024-04-09OpenAI1,324+/-498,114OpenAIProprietary
198DeepSeekdeepseek-v2.5-1210DeepSeek1,323+/-86,795DeepSeekDeepSeek
199AnthropicClaude 3.5 HaikuAnthropic1,323+/-370,009AnthropicProprietary
200Google Deep MindGemini 1.5 ProGoogle Deep Mind1,323+/-479,138Google Deep MindProprietary
201Metallama-4-scout-17b-16e-instructMeta1,322+/-530,310MetaLlama
202OpenAIGPT-4.1 nanoOpenAI1,322+/-86,103OpenAIProprietary
203AnthropicClaude3-OpusAnthropic1,321+/-3194,909AnthropicProprietary
204INring-flash-2.0InclusionAI1,321+/-77,152InclusionAIMIT
205StepFunstep-1o-turbo-202506StepFun1,320+/-79,037StepFunProprietary
206ZHglm-4-plusZhipu AI1,319+/-526,126Zhipu AIProprietary
207Google Deep MindGemma-3n-E4BGoogle Deep Mind1,318+/-522,606Google Deep MindGemma
208FALlama3.3-70B-InstructFacebook AI研究实验室1,318+/-354,746Facebook AI研究实验室Llama-3.3
209Alibabaqwen-max-0919Alibaba1,318+/-616,478AlibabaQwen
210OpenAIGPT-4o miniOpenAI1,317+/-468,710OpenAIProprietary
211OpenAIGPT OSS 20BOpenAI1,317+/-610,639OpenAIApache 2.0
212Nvidianvidia-nemotron-3-nano-30b-a3b-bf16Nvidia1,317+/-615,522NvidiaNVIDIA Open Model
213Alibabaqwen2.5-plus-1127Alibaba1,315+/-610,187AlibabaProprietary
214NEathene-v2-chatNexusFlow1,314+/-524,739NexusFlowNexusFlow
215Mistralmistral-large-2407Mistral1,314+/-445,459MistralMistral Research
216OpenAIGPT-4OpenAI1,312+/-493,439OpenAIProprietary
217OpenAIGPT-4OpenAI1,312+/-4100,105OpenAIProprietary
218Tencenthunyuan-standard-2025-02-10Tencent1,311+/-103,904TencentProprietary
219Googlegemini-1.5-flash-002Google1,309+/-434,902GoogleProprietary
220xAIgrok-2-mini-2024-08-13xAI1,308+/-452,567xAIProprietary
221DeepSeek-AIDeepSeek V2.5DeepSeek-AI1,307+/-524,572DeepSeek-AIDeepSeek
222INmercuryInception AI1,307+/-141,956Inception AIProprietary
223NEathene-70b-0725NexusFlow1,306+/-619,621NexusFlowCC-BY-NC-4.0
224AIolmo-3-32b-thinkAi21,305+/-85,957Ai2Apache 2.0
225Mistralmistral-large-2411Mistral1,305+/-428,073MistralMRL
226MistralAIMagistral-Medium-2506MistralAI1,304+/-611,643MistralAIProprietary
227Google Deep MindGemma 3 - 4B (IT)Google Deep Mind1,303+/-94,171Google Deep MindGemma
228MistralAIMistral-Small-3.1-24B-Instruct-2503MistralAI1,303+/-533,230MistralAIApache 2.0
229阿里Qwen2.5-VL-72B-Instruct阿里巴巴1,302+/-439,406阿里巴巴Qwen
230FALlama3.1-70B-InstructFacebook AI研究实验室1,299+/-87,140Facebook AI研究实验室Llama 3.1
231Tencenthunyuan-large-visionTencent1,294+/-95,371TencentProprietary
232FALlama3.1-70B-InstructFacebook AI研究实验室1,293+/-455,240Facebook AI研究实验室Llama 3.1 Community
233Amazonamazon-nova-pro-v1.0Amazon1,290+/-524,745AmazonProprietary
234AIjamba-1.5-largeAI21 Labs1,288+/-78,662AI21 LabsJamba Open
235Googlegemma-2-27b-itGoogle1,288+/-375,754GoogleGemma license
236REreka-core-20240904Reka AI1,287+/-77,312Reka AIProprietary
237IBibm-granite-h-smallIBM1,287+/-85,677IBMApache 2.0
238OpenAIGPT-4OpenAI1,286+/-554,173OpenAIProprietary
239AIllama-3.1-tulu-3-70bAi21,286+/-102,846Ai2Llama 3.1
240Googlegemini-1.5-flash-001Google1,286+/-462,833GoogleProprietary
241Nvidiallama-3.1-nemotron-51b-instructNvidia1,285+/-103,749NvidiaLlama 3.1
242AIolmo-3.1-32b-thinkAi21,285+/-78,508Ai2Apache 2.0
243AnthropicClaude3-SonnetAnthropic1,280+/-4109,284AnthropicProprietary
244PRgemma-2-9b-it-simpoPrinceton1,279+/-710,072PrincetonMIT
245Nvidianemotron-4-340b-instructNvidia1,276+/-519,659NvidiaNVIDIA Open Model
246Coherecommand-r-plus-08-2024Cohere1,276+/-79,866CohereCC-BY-NC-4.0
247FALlama3-70B-InstructFacebook AI研究实验室1,275+/-4156,876Facebook AI研究实验室Llama 3 Community
248OpenAIGPT-4OpenAI1,274+/-488,723OpenAIProprietary
249MistralAIMistral Small 24B Instruct 2501MistralAI1,274+/-614,681MistralAIApache 2.0
250智谱GLM4智谱AI1,273+/-79,788智谱AIProprietary
251REreka-flash-20240904Reka AI1,271+/-77,536Reka AIProprietary
252阿里Qwen2.5-Coder-32B-Instruct阿里巴巴1,270+/-85,432阿里巴巴Apache 2.0
253CohereAIC4AI Aya Vision 32BCohereAI1,267+/-527,124CohereAICC-BY-NC-4.0
254Googlegemma-2-9b-itGoogle1,266+/-454,611GoogleGemma license
255DeepSeekdeepseek-coder-v2DeepSeek1,264+/-615,147DeepSeekDeepSeek License
256CohereAIC4AI Command R+CohereAI1,261+/-477,554CohereAICC-BY-NC-4.0
257阿里Qwen2-72B-Instruct阿里巴巴1,261+/-537,325阿里巴巴Qianwen LICENSE
258AnthropicClaude3-HaikuAnthropic1,260+/-4117,701AnthropicProprietary
259Amazonamazon-nova-lite-v1.0Amazon1,260+/-519,372AmazonProprietary
260Googlegemini-1.5-flash-8b-001Google1,258+/-435,558GoogleProprietary
261Microsoft AzurePhi 4 - 14BMicrosoft Azure1,256+/-524,126Microsoft AzureMIT
262AIolmo-2-0325-32b-instructAi21,251+/-113,334Ai2Apache-2.0
263Coherecommand-r-08-2024Cohere1,249+/-710,140CohereCC-BY-NC-4.0
264Mistralmistral-large-2402Mistral1,241+/-562,436MistralProprietary
265Amazonamazon-nova-micro-v1.0Amazon1,240+/-519,364AmazonProprietary
266AIjamba-1.5-miniAI21 Labs1,239+/-78,858AI21 LabsJamba Open
267Mistralministral-8b-2410Mistral1,237+/-94,781MistralMRL
268Googlegemini-pro-dev-apiGoogle1,235+/-718,354GoogleProprietary
269阿里Qwen1.5-110B-Chat阿里巴巴1,233+/-626,195阿里巴巴Qianwen LICENSE
270Tencenthunyuan-standard-256kTencent1,233+/-122,728TencentProprietary
271REreka-flash-21b-20240226-onlineReka AI1,232+/-715,450Reka AIProprietary
272阿里Qwen1.5-72B-Chat阿里巴巴1,232+/-539,302阿里巴巴Qianwen LICENSE
273MistralAIMixtral-8x22B-Instruct-v0.1MistralAI1,228+/-551,416MistralAIApache 2.0
274Coherecommand-rCohere1,226+/-554,036CohereCC-BY-NC-4.0
275REreka-flash-21b-20240226Reka AI1,226+/-624,806Reka AIProprietary
276OpenAIgpt-3.5-turbo-0125OpenAI1,223+/-566,207OpenAIProprietary
277FALlama3-8B-InstructFacebook AI研究实验室1,223+/-4104,642Facebook AI研究实验室Llama 3 Community
278CohereAIC4AI Aya Vision 8BCohereAI1,222+/-79,818CohereAICC-BY-NC-4.0
279Mistralmistral-mediumMistral1,222+/-634,550MistralProprietary
280DeepMindGemini-proDeepMind1,221+/-126,390DeepMindProprietary
281AIllama-3.1-tulu-3-8bAi21,220+/-112,896Ai2Llama 3.1
282零一Yi-1.5-34B零一万物1,212+/-524,146零一万物Apache-2.0
283HUzephyr-orpo-141b-A35b-v0.1HuggingFace1,212+/-114,652HuggingFaceApache 2.0
284FALlama3.1-8B-InstructFacebook AI研究实验室1,211+/-449,605Facebook AI研究实验室Llama 3.1 Community
285FALlama3.1-8B-InstructFacebook AI研究实验室1,208+/-113,090Facebook AI研究实验室Apache 2.0
286Alibabaqwen1.5-32b-chatAlibaba1,203+/-621,741AlibabaQianwen LICENSE
287OpenAIgpt-3.5-turbo-1106OpenAI1,202+/-916,619OpenAIProprietary
288Googlegemma-2-2b-itGoogle1,199+/-446,616GoogleGemma license
289Microsoft AzurePhi-3-medium 14B-previewMicrosoft Azure1,197+/-525,055Microsoft AzureMIT
290Mistralmixtral-8x7b-instruct-v0.1Mistral1,196+/-473,503MistralApache 2.0
291DADBRX Instructdatabricks1,194+/-632,191databricksDBRX LICENSE
292上海InternLM2-Base-20B上海人工智能实验室1,190+/-79,901上海人工智能实验室Other
293阿里Qwen1.5-14B-Chat阿里巴巴1,190+/-717,839阿里巴巴Qianwen LICENSE
294WIWizardLM-70B-V1.0WizardLM Team1,184+/-98,214WizardLM TeamLlama 2 Community
295DeepSeek-AIDeepSeek LLM 67B ChatDeepSeek-AI1,183+/-114,932DeepSeek-AIDeepSeek License
296零一Yi-34B零一万物1,183+/-715,483零一万物Yi License
297IBgranite-3.0-8b-instructIBM1,181+/-96,638IBMApache 2.0
298OPopenchat-3.5-0106OpenChat1,181+/-812,637OpenChatApache-2.0
299OPopenchat-3.5OpenChat1,181+/-107,968OpenChatApache-2.0
300Google ResearchGemma 1.1-7B-ITGoogle Research1,180+/-623,893Google ResearchGemma license
301SNsnowflake-arctic-instructSnowflake1,178+/-632,832SnowflakeApache 2.0
302IBgranite-3.1-2b-instructIBM1,178+/-113,188IBMApache 2.0
303ALtulu-2-dpo-70bAllenAI/UW1,177+/-106,535AllenAI/UWAI2 ImpACT Low-risk
304NOopenhermes-2.5-mistral-7bNousResearch1,174+/-105,006NousResearchApache-2.0
305LMVicuna 33BLM-SYS1,172+/-622,479LM-SYSNon-commercial
306NEstarling-lm-7b-betaNexusflow1,171+/-716,056NexusflowApache-2.0
307Microsoft AzurePhi-3-small 7BMicrosoft Azure1,170+/-617,766Microsoft AzureMIT
308Metallama-2-70b-chatMeta1,170+/-638,492MetaLlama 2 Community
309UCstarling-lm-7b-alphaUC Berkeley1,166+/-810,224UC BerkeleyCC-BY-NC-4.0
310Metallama-3.2-3b-instructMeta1,166+/-87,936MetaLlama 3.2
311NOnous-hermes-2-mixtral-8x7b-dpoNousResearch1,164+/-123,777NousResearchApache-2.0
312阿里QwQ-32B-Preview阿里巴巴1,155+/-113,231阿里巴巴Apache 2.0
313阿里Qwen3-VL-2B阿里巴巴1,155+/-86,837阿里巴巴Apache 2.0
314Nvidiallama2-70b-steerlm-chatNvidia1,154+/-133,585NvidiaLlama 2 Community
315UPsolar-10.7b-instruct-v1.0Upstage AI1,151+/-134,155Upstage AICC-BY-NC-4.0
316COdolphin-2.2.1-mistral-7bCognitive Computations1,151+/-151,679Cognitive ComputationsApache-2.0
317MOMPT-30B-ChatMosaicML1,149+/-122,572MosaicMLCC-BY-NC-SA-4.0
318MistralAIMistral-7B-Instruct-v0.2MistralAI1,148+/-719,402MistralAIApache-2.0
319Microsoftwizardlm-13bMicrosoft1,148+/-97,044MicrosoftLlama 2 Community
320TIfalcon-180b-chatTII1,146+/-171,295TIIFalcon-180B TII License
321阿里Qwen1.5-7B-Chat阿里巴巴1,143+/-104,737阿里巴巴Qianwen LICENSE
322Microsoft AzurePhi-3-mini 3.8BMicrosoft Azure1,142+/-612,297Microsoft AzureMIT
323百川Baichuan2-13B-Chat百川智能1,141+/-719,174百川智能Llama 2 Community
324LMVicuna 13BLM-SYS1,140+/-719,367LM-SYSLlama 2 Community
325阿里Qwen-14B-Chat阿里巴巴1,137+/-114,964阿里巴巴Qianwen LICENSE
326Google ResearchPaLM 2Google Research1,136+/-98,554Google ResearchProprietary
327Google ResearchGemma 7B - ItGoogle Research1,136+/-98,925Google ResearchGemma license
328FACodeLLaMA-34BFacebook AI研究实验室1,136+/-97,366Facebook AI研究实验室Llama 2 Community
329HUzephyr-7b-betaHuggingFace1,130+/-911,118HuggingFaceMIT
330Microsoft AzurePhi-3-mini 3.8BMicrosoft Azure1,128+/-720,685Microsoft AzureMIT
331Microsoft AzurePhi-3-mini 3.8BMicrosoft Azure1,127+/-620,118Microsoft AzureMIT
332UWguanaco-33bUW1,126+/-122,921UWNon-commercial
333HUzephyr-7b-alphaHuggingFace1,126+/-161,785HuggingFaceMIT
334TOstripedhyena-nous-7bTogether AI1,120+/-115,182Together AIApache 2.0
335FACodeLlama-70B-InstructFacebook AI研究实验室1,118+/-181,143Facebook AI研究实验室Llama 2 Community
336Google ResearchGemma 1.1-2B-ITGoogle Research1,114+/-810,854Google ResearchGemma license
337LMVicuna 7BLM-SYS1,114+/-96,923LM-SYSLlama 2 Community
338HUsmollm2-1.7b-instructHuggingFace1,113+/-142,199HuggingFaceApache 2.0
339Metallama-3.2-1b-instructMeta1,110+/-88,045MetaLlama 3.2
340MistralAIMistral 7B InstructMistralAI1,109+/-98,977MistralAIApache 2.0
341百川Baichuan2-7B-Chat百川智能1,107+/-714,148百川智能Llama 2 Community
342Google ResearchGemma 2B - ItGoogle Research1,091+/-124,780Google ResearchGemma license
343阿里Qwen1.5-4B-Chat阿里巴巴1,089+/-97,597阿里巴巴Qianwen LICENSE
344AIolmo-7b-instructAi21,073+/-116,328Ai2Apache-2.0
345UCkoala-13bUC Berkeley1,069+/-106,965UC BerkeleyNon-commercial
346STalpaca-13bStanford1,067+/-115,745StanfordNon-commercial
347NOgpt4all-13b-snoozyNomic AI1,065+/-151,743Nomic AINon-commercial
348MOMPT-7B-ChatMosaicML1,061+/-123,924MosaicMLCC-BY-NC-SA-4.0
349智谱ChatGLM3-6B智谱AI1,055+/-124,658智谱AIApache-2.0
350RWRWKV-4-Raven-14BRWKV1,040+/-114,845RWKVApache 2.0
351智谱ChatGLM2-6B智谱AI1,023+/-142,658智谱AIApache-2.0
352OPoasst-pythia-12bOpenAssistant1,021+/-116,310OpenAssistantApache 2.0
353智谱ChatGLM-6B智谱AI994+/-134,914智谱AINon-commercial
354LMfastchat-t5-3bLMSYS990+/-124,203LMSYSApache 2.0
355DAdolly-v2-12bDatabricks979+/-143,412DatabricksMIT
356FALLaMA 13BFacebook AI研究实验室972+/-162,391Facebook AI研究实验室Non-commercial
357STstablelm-tuned-alpha-7bStability AI952+/-133,287Stability AICC-BY-NC-SA-4.0

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。