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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

1,504

模型数量

365

数据版本

2026年06月05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)Anthropic1,504+/-439,015AnthropicProprietary
AnthropicOpus 4.7 (thinking)Anthropic1,501+/-524,871AnthropicProprietary
AnthropicClaude Opus 4.6Anthropic1,498+/-441,661AnthropicProprietary
4AnthropicOpus 4.7Anthropic1,493+/-525,814AnthropicProprietary
5FAMuse SparkFacebook AI研究实验室1,489+/-613,026Facebook AI研究实验室Proprietary
6Google Deep MindGemini 3.1 Pro PreviewGoogle Deep Mind1,488+/-450,137Google Deep MindProprietary
7Google Deep MindGemini 3.0 Pro (Preview 11-2025)Google Deep Mind1,486+/-441,317Google Deep MindProprietary
8Anthropicclaude-opus-4-8-thinkingAnthropic1,482+/-85,911AnthropicProprietary
9OpenAIGPT-5.5 (high)OpenAI1,482+/-520,950OpenAIProprietary
10OpenAIGPT-5.4 (high)OpenAI1,479+/-433,154OpenAIProprietary
11Anthropicclaude-opus-4-8Anthropic1,479+/-86,165AnthropicProprietary
12Google Deep MindGemini 3.5 FlashGoogle Deep Mind1,477+/-79,715Google Deep MindProprietary
13OpenAIGPT-5.2OpenAI1,476+/-433,598OpenAIProprietary
14智谱GLM 5.1智谱AI1,475+/-615,179智谱AIMIT
15xAIGrok 4.20 BetaxAI1,474+/-525,895xAIProprietary
16OpenAIGPT-5.5OpenAI1,474+/-521,487OpenAIProprietary
17阿里Qwen3.7-Max-Preview阿里巴巴1,474+/-103,749阿里巴巴Proprietary
18Google Deep MindGemini 3.0 FlashGoogle Deep Mind1,473+/-430,716Google Deep MindProprietary
19xAIGrok 4.20 Beta ReasoningxAI1,473+/-434,251xAIProprietary
20AnthropicClaude Opus 4 (thinking-32k)Anthropic1,473+/-437,112AnthropicProprietary
21xAIGrok 4.20 Multi-AgentxAI1,472+/-433,589xAIProprietary
22OpenAIGPT-5.5 InstantOpenAI1,472+/-525,975OpenAIProprietary
23AnthropicClaude Sonnet 4.6Anthropic1,470+/-431,970AnthropicProprietary
24百度ERNIE-5.1-Preview百度1,470+/-518,675百度Proprietary
25AnthropicClaude Opus 4Anthropic1,469+/-370,356AnthropicProprietary
26xAIGrok 4.1 ThinkingxAI1,466+/-364,791xAIProprietary
27OpenAIGPT-5.4OpenAI1,466+/-435,052OpenAIProprietary
28阿里Qwen3.5 Max Preview阿里巴巴1,465+/-520,996阿里巴巴Proprietary
29XIMiMo V2.5 ProXiaomi1,465+/-519,895XiaomiMIT
30Moonshot AIKimi K2.6Moonshot AI1,461+/-519,450Moonshot AIModified MIT
31Google Deep MindGemini 3.0 Flash (minimal)Google Deep Mind1,460+/-358,179Google Deep MindProprietary
32阿里Qwen3.6-Max-Preview阿里巴巴1,460+/-84,993阿里巴巴Proprietary
33xAIGrok 4.1xAI1,460+/-366,871xAIProprietary
34DeepSeek-AIDeepSeek-V4-Pro (thinking)DeepSeek-AI1,458+/-520,084DeepSeek-AIMIT
35智谱GLM-5智谱AI1,458+/-522,666智谱AIMIT
36DeepSeek-AIDeepSeek-V4-ProDeepSeek-AI1,457+/-521,326DeepSeek-AIMIT
37字节DOLA Seed 2.0 Pro字节跳动Seed团队1,456+/-442,680字节跳动Seed团队Proprietary
38AnthropicClaude Sonnet 4.5 (thinking-32k)Anthropic1,455+/-381,741AnthropicProprietary
39AnthropicClaude Sonnet 4.5Anthropic1,455+/-380,194AnthropicProprietary
40OpenAIGPT-5.1 Pro (high)OpenAI1,455+/-440,837OpenAIProprietary
41DeepMindGemma 4 31BDeepMind1,451+/-85,881DeepMindApache 2.0
42Moonshot AIKimi K2 ThinkingMoonshot AI1,450+/-440,932Moonshot AIModified MIT
43MiniMaxminimax-m3MiniMax1,450+/-94,750MiniMaxProprietary
44百度ERNIE 5.0百度1,449+/-79,749百度Proprietary
45OpenAIGPT-5.4 mini (high)OpenAI1,449+/-431,502OpenAIProprietary
46XIMiMo V2 ProXiaomi1,449+/-523,766XiaomiProprietary
47AnthropicOpus 4.1 (thinking-16k)Anthropic1,449+/-349,820AnthropicProprietary
48OpenAIGPT-5.3OpenAI1,448+/-432,193OpenAIProprietary
49百度ERNIE 5.0百度1,447+/-434,849百度Proprietary
50AnthropicOpus 4.1Anthropic1,447+/-377,360AnthropicProprietary
51xAIGrok 4.3 BetaxAI1,446+/-520,501xAIProprietary
52Google Deep MindGemini 2.5 Pro Experimental 03-25Google Deep Mind1,446+/-3123,761Google Deep MindProprietary
53OpenAIGPT-4.5OpenAI1,445+/-614,547OpenAIProprietary
54阿里Qwen 3.6 Plus Preview阿里巴巴1,444+/-522,464阿里巴巴Proprietary
55阿里Qwen3.5-397B-A17B阿里巴巴1,444+/-436,397阿里巴巴Apache 2.0
56OpenAIGPT-4o(2025-03-27)OpenAI1,443+/-382,465OpenAIProprietary
57智谱GLM-4.7智谱AI1,443+/-612,123智谱AIMIT
58OpenAIGPT-5.1 InstantOpenAI1,439+/-443,478OpenAIProprietary
59DeepMindGemma 4 26B A4BDeepMind1,438+/-85,804DeepMindApache 2.0
60OpenAIGPT-5.2 Pro (high)OpenAI1,438+/-447,240OpenAIProprietary
61DeepSeek-AIDeepSeek-V4-Flash (thinking)DeepSeek-AI1,436+/-520,966DeepSeek-AIMIT
62OpenAIGPT-5.2OpenAI1,435+/-451,631OpenAIProprietary
63阿里Qwen3 Max (Preview)阿里巴巴1,435+/-527,727阿里巴巴Proprietary
64MeituanLongCat Flash Chat (2602)Meituan1,435+/-527,534MeituanProprietary
65DeepSeek-AIDeepSeek-V4-FlashDeepSeek-AI1,434+/-521,157DeepSeek-AIMIT
66OpenAIGPT-5-Pro (high)OpenAI1,434+/-531,940OpenAIProprietary
67Googlegemini-3.1-flash-lite-previewGoogle1,433+/-440,508GoogleProprietary
68XIMiMo V2.5Xiaomi1,432+/-520,289XiaomiMIT
69Moonshot AIKimi K2.5 InstantMoonshot AI1,432+/-78,185Moonshot AIModified MIT
70OpenAIOpenAI o3OpenAI1,431+/-459,758OpenAIProprietary
71xAIGrok 4.1 Fast (fast-reasoning)xAI1,431+/-355,912xAIProprietary
72Moonshot AIKimi K2 Thinking (thinking-turbo)Moonshot AI1,430+/-361,289Moonshot AIModified MIT
73Amazonamazon-nova-experimental-chat-26-02-10Amazon1,427+/-103,417AmazonProprietary
74XImimo-v2-omniXiaomi1,427+/-86,310XiaomiProprietary
75OpenAIGPT-5OpenAI1,427+/-431,584OpenAIProprietary
76智谱GLM-4.6智谱AI1,426+/-435,650智谱AIMIT
77Mistralmistral-medium-3.5Mistral1,425+/-86,412MistralModified MIT
78DeepSeek-AIDeepSeek V3.2-Exp (thinking)DeepSeek-AI1,425+/-79,067DeepSeek-AIMIT
79DeepSeek-AIDeepSeek V3.2DeepSeek-AI1,425+/-446,834DeepSeek-AIMIT
80AnthropicClaude Opus 4 (thinking-16k)Anthropic1,424+/-436,907AnthropicProprietary
81Alibabaqwen3-max-2025-09-23Alibaba1,424+/-69,160AlibabaProprietary
82阿里Qwen3-235B-A22B-2507阿里巴巴1,423+/-396,518阿里巴巴Apache 2.0
83DeepSeek-AIDeepSeek V3.2-ExpDeepSeek-AI1,423+/-611,938DeepSeek-AIMIT
84DeepSeek-AIDeepSeek V3.2 (thinking)DeepSeek-AI1,423+/-440,687DeepSeek-AIMIT
85DeepSeek-AIDeepSeek-R1-0528DeepSeek-AI1,422+/-618,467DeepSeek-AIMIT
86xAIGrok 4 FastxAI1,421+/-86,817xAIProprietary
87百度ERNIE 5.0百度1,419+/-94,707百度Proprietary
88Nvidianvidia-nemotron-3-ultra-550b-a55b-nvfp4Nvidia1,419+/-113,000NvidiaOpenMDW-1.1
89Moonshot AIKimi K2 0905Moonshot AI1,418+/-611,789Moonshot AIModified MIT
90DeepSeek-AIDeepSeek-V3.1DeepSeek-AI1,418+/-614,973DeepSeek-AIMIT
91DeepSeek-AIDeepSeek-V3.1 Terminus (thinking)DeepSeek-AI1,418+/-103,465DeepSeek-AIMIT
92Moonshot AIKimi K2Moonshot AI1,417+/-527,642Moonshot AIModified MIT
93DeepSeek-AIDeepSeek-V3.1 (thinking)DeepSeek-AI1,417+/-711,741DeepSeek-AIMIT
94阿里Qwen3.5-122B-A10B阿里巴巴1,417+/-427,744阿里巴巴Apache 2.0
95Amazonamazon-nova-experimental-chat-26-01-10Amazon1,416+/-103,412AmazonProprietary
96DeepSeek-AIDeepSeek-V3.1 TerminusDeepSeek-AI1,416+/-103,705DeepSeek-AIMIT
97阿里Qwen3-VL-235B-A22B-Instruct阿里巴巴1,415+/-611,505阿里巴巴Apache 2.0
98MistralAIMistral Large 3MistralAI1,415+/-443,114MistralAIApache 2.0
99MiniMaxAIMiniMax-M2.7MiniMaxAI1,415+/-527,738MiniMaxAIModified MIT
100Tencenthunyuan-hy3-previewTencent1,415+/-86,289Tencenttencent-hunyuan-community
101OpenAIGPT-4.1OpenAI1,414+/-450,995OpenAIProprietary
102AnthropicClaude Opus 4Anthropic1,412+/-444,209AnthropicProprietary
103xAIGrok 3xAI1,412+/-432,913xAIProprietary
104智谱GLM-4.5智谱AI1,411+/-524,315智谱AIMIT
105AnthropicHaiku 4.5Anthropic1,411+/-383,166AnthropicProprietary
106Google Deep MindGemini 2.5 FlashGoogle Deep Mind1,411+/-2123,657Google Deep MindProprietary
107MistralAIMagistral-Medium-2506MistralAI1,410+/-393,229MistralAIProprietary
108xAIGrok 4xAI1,410+/-441,403xAIProprietary
109阿里Qwen3.5-27B阿里巴巴1,409+/-426,717阿里巴巴Apache 2.0
110Google Deep MindGemini 2.5 Flash-Preview-09-2025Google Deep Mind1,405+/-432,911Google Deep MindProprietary
111xAIGrok 4 Fast (fast-reasoning)xAI1,404+/-518,719xAIProprietary
112Alibabaqwen3-235b-a22b-no-thinkingAlibaba1,403+/-538,221AlibabaApache 2.0
113OpenAIOpenAI o1OpenAI1,402+/-427,807OpenAIProprietary
114阿里Qwen3-Next阿里巴巴1,402+/-522,879阿里巴巴Apache 2.0
115OpenAIGPT-5.4 nano (high)OpenAI1,402+/-530,615OpenAIProprietary
116MeituanLongCat Flash Chat (2602)Meituan1,401+/-611,401MeituanMIT
117Alibabaqwen3-235b-a22b-thinking-2507Alibaba1,400+/-78,995AlibabaApache 2.0
118AnthropicClaude Sonnet 4 (thinking-32k)Anthropic1,399+/-435,126AnthropicProprietary
119DeepSeek-AIDeepSeek-R1DeepSeek-AI1,398+/-518,524DeepSeek-AIMIT
120StepFunAIStep 3.5 FlashStepFunAI1,397+/-433,998StepFunAIProprietary
121阿里Qwen3.5-35B-A3B阿里巴巴1,396+/-428,454阿里巴巴Apache 2.0
122阿里Qwen3-VL-235B-A22B-Instruct (thinking)阿里巴巴1,396+/-77,941阿里巴巴Apache 2.0
123Tencenthunyuan-vision-1.5-thinkingTencent1,396+/-122,220TencentProprietary
124DeepSeek-AIDeepSeek-V3-0324DeepSeek-AI1,395+/-445,507DeepSeek-AIMIT
125StepFunAIStep 3.5 FlashStepFunAI1,395+/-438,540StepFunAIApache 2.0
126Amazonamazon-nova-experimental-chat-12-10Amazon1,395+/-103,677AmazonProprietary
127XImimo-v2-flash (non-thinking)Xiaomi1,393+/-445,795XiaomiMIT
128MiniMaxAIMiniMax M2.5MiniMaxAI1,390+/-440,463MiniMaxAIModified MIT
129OpenAIGPT-5-mini (high)OpenAI1,390+/-527,036OpenAIProprietary
130OpenAIOpenAI o4 - miniOpenAI1,390+/-445,446OpenAIProprietary
131AnthropicClaude Sonnet 4Anthropic1,389+/-440,322AnthropicProprietary
132OpenAIOpenAI o1OpenAI1,388+/-531,122OpenAIProprietary
133XImimo-v2-flash (thinking)Xiaomi1,388+/-610,967XiaomiMIT
134阿里Qwen3-Coder-480B-A35B阿里巴巴1,388+/-525,743阿里巴巴Apache 2.0
135腾讯Hunyuan-T1腾讯AI实验室1,387+/-94,709腾讯AI实验室Proprietary
136AnthropicClaude Sonnet 3.7 (thinking-32k)Anthropic1,387+/-438,828AnthropicProprietary
137Mistralmistral-medium-2505Mistral1,387+/-533,229MistralProprietary
138MiniMaxAIM2.1MiniMaxAI1,385+/-517,135MiniMaxAIMIT
139阿里Qwen3-30B-A3B-2507阿里巴巴1,383+/-523,742阿里巴巴Apache 2.0
140OpenAIGPT-4.1 miniOpenAI1,382+/-439,335OpenAIProprietary
141Tencenthunyuan-turbos-20250416Tencent1,382+/-610,723TencentProprietary
142Google Deep MindGemini 2.5 Flash-Lite-Preview-09-2025 (no-thinking)Google Deep Mind1,380+/-347,239Google Deep MindProprietary
143ARtrinity-large-previewArcee AI1,378+/-429,369Arcee AIApache 2.0
144智谱GLM-4.6V智谱AI1,377+/-112,805智谱AIMIT
145阿里Qwen3-235B-A22B阿里巴巴1,375+/-526,272阿里巴巴Apache 2.0
146Google Deep MindGemini 2.5 Flash-Lite (thinking)Google Deep Mind1,374+/-532,915Google Deep MindProprietary
147阿里Qwen2.5-Max阿里巴巴1,374+/-432,623阿里巴巴Proprietary
148智谱GLM-4.5-Air智谱AI1,373+/-431,091智谱AIMIT
149AnthropicClaude 3.5 SonnetAnthropic1,372+/-388,347AnthropicProprietary
150AnthropicClaude Sonnet 3.7Anthropic1,371+/-443,190AnthropicProprietary
151ARtrinity-large-thinkingArcee AI1,370+/-528,274Arcee AIApache 2.0
152阿里Qwen3-Next (thinking)阿里巴巴1,370+/-613,696阿里巴巴Apache 2.0
153智谱GLM-4.7-Flash智谱AI1,368+/-611,736智谱AIMIT
154Amazonamazon-nova-experimental-chat-11-10Amazon1,367+/-425,404AmazonProprietary
155Google Deep MindGemma 3 - 27B (IT)Google Deep Mind1,366+/-447,545Google Deep MindGemma
156MiniMaxminimax-m1MiniMax1,364+/-435,202MiniMaxApache 2.0
157OpenAIOpenAI o3-mini (high)OpenAI1,363+/-518,589OpenAIProprietary
158OpenAIOpenAI o3-mini (high)OpenAI1,362+/-516,968OpenAIProprietary
159Nvidianvidia-nemotron-3-super-120b-a12bNvidia1,361+/-77,503NvidiaNVIDIA Open Model
160DeepMindGemini 2.0 Flash ExperimentalDeepMind1,360+/-443,757DeepMindProprietary
161DeepSeek-AIDeepSeek-V3DeepSeek-AI1,358+/-521,770DeepSeek-AIDeepSeek
162MistralAIMistral-Small-3.2MistralAI1,358+/-517,707MistralAIApache 2.0
163xAIgrok-3-mini-betaxAI1,357+/-522,719xAIProprietary
164PRintellect-3Prime Intellect1,356+/-85,330Prime IntellectMIT
165CohereAIC4AI Command A (202503)CohereAI1,354+/-356,272CohereAICC-BY-NC-4.0
166智谱GLM-4.5V智谱AI1,354+/-84,961智谱AIMIT
167DeepMindGemini 2.0 Flash-LiteDeepMind1,353+/-424,955DeepMindProprietary
168OpenAIGPT OSS 120BOpenAI1,353+/-430,648OpenAIApache 2.0
169Google Deep MindGemini 1.5 ProGoogle Deep Mind1,351+/-355,606Google Deep MindProprietary
170Amazonamazon-nova-experimental-chat-10-20Amazon1,350+/-611,474AmazonProprietary
171Tencenthunyuan-turbos-20250226Tencent1,349+/-122,220TencentProprietary
172StepFunAIStep3StepFunAI1,348+/-76,546StepFunAIApache 2.0
173Amazonamazon-nova-experimental-chat-10-09Amazon1,348+/-112,839AmazonProprietary
174OpenAIOpenAI o3-miniOpenAI1,348+/-457,350OpenAIProprietary
175Nvidiallama-3.1-nemotron-ultra-253b-v1Nvidia1,347+/-122,549NvidiaNvidia Open Model
176阿里Qwen3-32B阿里巴巴1,347+/-93,926阿里巴巴Apache 2.0
177INmercury-2Inception AI1,346+/-113,121Inception AIProprietary
178INling-flash-2.0InclusionAI1,346+/-77,009InclusionAIMIT
179MiniMaxAIMiniMax M2MiniMaxAI1,346+/-86,871MiniMaxAIApache 2.0
180Alibabaqwen-plus-0125Alibaba1,346+/-85,819AlibabaProprietary
181OpenAIGPT-4oOpenAI1,346+/-3112,881OpenAIProprietary
182Nvidianvidia-llama-3.3-nemotron-super-49b-v1.5Nvidia1,343+/-103,345NvidiaNvidia Open
183ZHglm-4-plus-0111Zhipu1,343+/-85,760ZhipuProprietary
184AnthropicClaude 3.5 SonnetAnthropic1,342+/-382,419AnthropicProprietary
185Google Deep MindGemma 3 - 12B (IT)Google Deep Mind1,342+/-103,829Google Deep MindGemma
186Tencenthunyuan-turbo-0110Tencent1,341+/-122,290TencentProprietary
187OpenAIGPT-5-Nano (high)OpenAI1,337+/-78,269OpenAIProprietary
188亚马Nova 2 Lite亚马逊1,337+/-612,237亚马逊Proprietary
189OpenAIOpenAI o1-miniOpenAI1,337+/-451,981OpenAIProprietary
190阿里QwQ-32B阿里巴巴1,336+/-425,393阿里巴巴Apache 2.0
191xAIGrok 2xAI1,335+/-463,498xAIProprietary
192Googlegemini-advanced-0514Google1,335+/-550,148GoogleProprietary
193OpenAIGPT-4oOpenAI1,335+/-445,499OpenAIProprietary
194Metallama-3.1-405b-instruct-bf16Meta1,335+/-441,375MetaLlama 3.1 Community
195StepFunstep-2-16k-exp-202412StepFun1,334+/-94,833StepFunProprietary
196Metallama-3.1-405b-instruct-fp8Meta1,333+/-459,656MetaLlama 3.1 Community
197AIolmo-3.1-32b-instructAi21,330+/-612,220Ai2Apache 2.0
198AImolmo-2-8bAi21,329+/-21803Ai2Apache 2.0
19901yi-lightning01 AI1,328+/-527,33201 AIProprietary
200Nvidiallama-3.3-nemotron-49b-super-v1Nvidia1,328+/-122,218NvidiaNvidia
201阿里Qwen3-30B-A3B阿里巴巴1,327+/-526,491阿里巴巴Apache 2.0
202FALlama 4 Maverick InstructFacebook AI研究实验室1,327+/-439,993Facebook AI研究实验室Llama 4
203Tencenthunyuan-large-2025-02-10Tencent1,326+/-103,738TencentProprietary
204RURunway Gen-4 TurboRunway1,324+/-498,114RunwayProprietary
205DeepSeekdeepseek-v2.5-1210DeepSeek1,323+/-86,795DeepSeekDeepSeek
206Google Deep MindGemini 1.5 ProGoogle Deep Mind1,323+/-479,138Google Deep MindProprietary
207AnthropicClaude 3.5 HaikuAnthropic1,323+/-369,999AnthropicProprietary
208FALlama 4 Scout InstructFacebook AI研究实验室1,323+/-530,301Facebook AI研究实验室Llama
209OpenAIGPT-4.1 nanoOpenAI1,322+/-86,103OpenAIProprietary
210AnthropicClaude3-OpusAnthropic1,321+/-3194,909AnthropicProprietary
211INring-flash-2.0InclusionAI1,321+/-77,146InclusionAIMIT
212StepFunstep-1o-turbo-202506StepFun1,320+/-79,038StepFunProprietary
213ZHglm-4-plusZhipu AI1,319+/-526,126Zhipu AIProprietary
214Google Deep MindGemma-3n-E4BGoogle Deep Mind1,318+/-522,601Google Deep MindGemma
215FALlama3.3-70B-InstructFacebook AI研究实验室1,318+/-354,738Facebook AI研究实验室Llama-3.3
216Alibabaqwen-max-0919Alibaba1,318+/-616,478AlibabaQwen
217OpenAIGPT-4o miniOpenAI1,318+/-468,709OpenAIProprietary
218OpenAIGPT OSS 20BOpenAI1,318+/-610,634OpenAIApache 2.0
219Nvidianvidia-nemotron-3-nano-30b-a3b-bf16Nvidia1,316+/-615,514NvidiaNVIDIA Open Model
220Alibabaqwen2.5-plus-1127Alibaba1,315+/-610,187AlibabaProprietary
221NEathene-v2-chatNexusFlow1,314+/-524,739NexusFlowNexusFlow
222Mistralmistral-large-2407Mistral1,314+/-445,459MistralMistral Research
223OpenAIGPT-4OpenAI1,313+/-493,439OpenAIProprietary
224OpenAIGPT-4OpenAI1,312+/-4100,105OpenAIProprietary
225Tencenthunyuan-standard-2025-02-10Tencent1,311+/-103,904TencentProprietary
226Googlegemini-1.5-flash-002Google1,309+/-434,902GoogleProprietary
227IBgranite-4.1-8bIBM1,309+/-103,870IBMApache 2.0
228xAIgrok-2-mini-2024-08-13xAI1,308+/-452,567xAIProprietary
229DeepSeek-AIDeepSeek V2.5DeepSeek-AI1,307+/-524,572DeepSeek-AIDeepSeek
230INmercuryInception AI1,306+/-141,956Inception AIProprietary
231NEathene-70b-0725NexusFlow1,306+/-619,621NexusFlowCC-BY-NC-4.0
232AIolmo-3-32b-thinkAi21,306+/-85,944Ai2Apache 2.0
233Mistralmistral-large-2411Mistral1,305+/-428,073MistralMRL
234MistralAIMagistral-Medium-2506MistralAI1,304+/-611,637MistralAIProprietary
235MistralAIMistral-Small-3.1-24B-Instruct-2503MistralAI1,303+/-533,220MistralAIApache 2.0
236Google Deep MindGemma 3 - 4B (IT)Google Deep Mind1,303+/-94,171Google Deep MindGemma
237阿里Qwen2.5-VL-72B-Instruct阿里巴巴1,303+/-439,406阿里巴巴Qwen
238FALlama3.1-70B-InstructFacebook AI研究实验室1,299+/-87,140Facebook AI研究实验室Llama 3.1
239Tencenthunyuan-large-visionTencent1,294+/-95,375TencentProprietary
240FALlama3.1-70B-InstructFacebook AI研究实验室1,293+/-455,240Facebook AI研究实验室Llama 3.1 Community
241Amazonamazon-nova-pro-v1.0Amazon1,290+/-524,745AmazonProprietary
242AIjamba-1.5-largeAI21 Labs1,289+/-78,662AI21 LabsJamba Open
243Googlegemma-2-27b-itGoogle1,289+/-375,754GoogleGemma license
244REreka-core-20240904Reka AI1,288+/-77,312Reka AIProprietary
245IBibm-granite-h-smallIBM1,287+/-85,684IBMApache 2.0
246OpenAIGPT-4OpenAI1,286+/-554,173OpenAIProprietary
247AIllama-3.1-tulu-3-70bAi21,286+/-102,846Ai2Llama 3.1
248Googlegemini-1.5-flash-001Google1,286+/-562,833GoogleProprietary
249Nvidiallama-3.1-nemotron-51b-instructNvidia1,286+/-103,749NvidiaLlama 3.1
250AIolmo-3.1-32b-thinkAi21,285+/-78,499Ai2Apache 2.0
251AnthropicClaude3-SonnetAnthropic1,280+/-4109,284AnthropicProprietary
252PRgemma-2-9b-it-simpoPrinceton1,280+/-710,072PrincetonMIT
253Nvidianemotron-4-340b-instructNvidia1,276+/-519,659NvidiaNVIDIA Open Model
254FALlama3-70B-InstructFacebook AI研究实验室1,276+/-4156,876Facebook AI研究实验室Llama 3 Community
255Coherecommand-r-plus-08-2024Cohere1,276+/-79,866CohereCC-BY-NC-4.0
256OpenAIGPT-4OpenAI1,275+/-488,723OpenAIProprietary
257MistralAIMistral Small 24B Instruct 2501MistralAI1,274+/-614,681MistralAIApache 2.0
258智谱GLM4智谱AI1,273+/-79,788智谱AIProprietary
259REreka-flash-20240904Reka AI1,272+/-77,536Reka AIProprietary
260阿里Qwen2.5-Coder-32B-Instruct阿里巴巴1,270+/-85,432阿里巴巴Apache 2.0
261CohereAIC4AI Aya Vision 32BCohereAI1,267+/-527,124CohereAICC-BY-NC-4.0
262Googlegemma-2-9b-itGoogle1,266+/-454,611GoogleGemma license
263DeepSeekdeepseek-coder-v2DeepSeek1,264+/-615,147DeepSeekDeepSeek License
264阿里Qwen2-72B-Instruct阿里巴巴1,261+/-537,325阿里巴巴Qianwen LICENSE
265CohereAIC4AI Command R+CohereAI1,261+/-477,554CohereAICC-BY-NC-4.0
266AnthropicClaude3-HaikuAnthropic1,260+/-4117,701AnthropicProprietary
267Amazonamazon-nova-lite-v1.0Amazon1,260+/-519,372AmazonProprietary
268Googlegemini-1.5-flash-8b-001Google1,259+/-435,558GoogleProprietary
269Microsoft AzurePhi 4 - 14BMicrosoft Azure1,256+/-524,126Microsoft AzureMIT
270AIolmo-2-0325-32b-instructAi21,251+/-113,334Ai2Apache-2.0
271Coherecommand-r-08-2024Cohere1,249+/-710,140CohereCC-BY-NC-4.0
272Mistralmistral-large-2402Mistral1,241+/-562,436MistralProprietary
273Amazonamazon-nova-micro-v1.0Amazon1,241+/-519,364AmazonProprietary
274AIjamba-1.5-miniAI21 Labs1,239+/-78,858AI21 LabsJamba Open
275Mistralministral-8b-2410Mistral1,237+/-94,781MistralMRL
276Googlegemini-pro-dev-apiGoogle1,235+/-718,354GoogleProprietary
277阿里Qwen1.5-110B-Chat阿里巴巴1,233+/-626,195阿里巴巴Qianwen LICENSE
278Tencenthunyuan-standard-256kTencent1,233+/-122,728TencentProprietary
279REreka-flash-21b-20240226-onlineReka AI1,233+/-715,450Reka AIProprietary
280阿里Qwen1.5-72B-Chat阿里巴巴1,232+/-539,302阿里巴巴Qianwen LICENSE
281MistralAIMixtral-8x22B-Instruct-v0.1MistralAI1,228+/-551,416MistralAIApache 2.0
282Coherecommand-rCohere1,226+/-554,036CohereCC-BY-NC-4.0
283REreka-flash-21b-20240226Reka AI1,226+/-624,806Reka AIProprietary
284OpenAIgpt-3.5-turbo-0125OpenAI1,224+/-566,207OpenAIProprietary
285FALlama3-8B-InstructFacebook AI研究实验室1,223+/-4104,642Facebook AI研究实验室Llama 3 Community
286CohereAIC4AI Aya Vision 8BCohereAI1,223+/-79,818CohereAICC-BY-NC-4.0
287DeepMindGemini-proDeepMind1,222+/-126,390DeepMindProprietary
288Mistralmistral-mediumMistral1,222+/-534,550MistralProprietary
289AIllama-3.1-tulu-3-8bAi21,220+/-112,896Ai2Llama 3.1
290零一Yi-1.5-34B零一万物1,212+/-524,146零一万物Apache-2.0
291HUzephyr-orpo-141b-A35b-v0.1HuggingFace1,212+/-114,652HuggingFaceApache 2.0
292FALlama3.1-8B-InstructFacebook AI研究实验室1,211+/-449,605Facebook AI研究实验室Llama 3.1 Community
293FALlama3.1-8B-InstructFacebook AI研究实验室1,208+/-113,090Facebook AI研究实验室Apache 2.0
294Alibabaqwen1.5-32b-chatAlibaba1,203+/-621,741AlibabaQianwen LICENSE
295OpenAIgpt-3.5-turbo-1106OpenAI1,202+/-916,619OpenAIProprietary
296Googlegemma-2-2b-itGoogle1,200+/-446,616GoogleGemma license
297Microsoft AzurePhi-3-medium 14B-previewMicrosoft Azure1,197+/-525,055Microsoft AzureMIT
298Mistralmixtral-8x7b-instruct-v0.1Mistral1,196+/-473,503MistralApache 2.0
299DADBRX Instructdatabricks1,194+/-632,191databricksDBRX LICENSE
300上海InternLM2-Base-20B上海人工智能实验室1,191+/-79,901上海人工智能实验室Other
301阿里Qwen1.5-14B-Chat阿里巴巴1,190+/-717,839阿里巴巴Qianwen LICENSE
302WIWizardLM-70B-V1.0WizardLM Team1,184+/-98,214WizardLM TeamLlama 2 Community
303DeepSeek-AIDeepSeek LLM 67B ChatDeepSeek-AI1,184+/-114,932DeepSeek-AIDeepSeek License
304零一Yi-34B零一万物1,183+/-715,483零一万物Yi License
305IBgranite-3.0-8b-instructIBM1,182+/-96,638IBMApache 2.0
306OPopenchat-3.5OpenChat1,182+/-107,968OpenChatApache-2.0
307OPopenchat-3.5-0106OpenChat1,181+/-812,637OpenChatApache-2.0
308Google ResearchGemma 1.1-7B-ITGoogle Research1,181+/-623,893Google ResearchGemma license
309SNsnowflake-arctic-instructSnowflake1,179+/-632,832SnowflakeApache 2.0
310IBgranite-3.1-2b-instructIBM1,178+/-113,188IBMApache 2.0
311ALtulu-2-dpo-70bAllenAI/UW1,177+/-106,535AllenAI/UWAI2 ImpACT Low-risk
312NOopenhermes-2.5-mistral-7bNousResearch1,174+/-105,006NousResearchApache-2.0
313LMVicuna 33BLM-SYS1,172+/-622,479LM-SYSNon-commercial
314NEstarling-lm-7b-betaNexusflow1,171+/-716,056NexusflowApache-2.0
315Microsoft AzurePhi-3-small 7BMicrosoft Azure1,170+/-617,766Microsoft AzureMIT
316Metallama-2-70b-chatMeta1,170+/-638,492MetaLlama 2 Community
317UCstarling-lm-7b-alphaUC Berkeley1,167+/-810,224UC BerkeleyCC-BY-NC-4.0
318Metallama-3.2-3b-instructMeta1,166+/-87,936MetaLlama 3.2
319NOnous-hermes-2-mixtral-8x7b-dpoNousResearch1,164+/-123,777NousResearchApache-2.0
320阿里Qwen3-VL-2B阿里巴巴1,155+/-86,837阿里巴巴Apache 2.0
321阿里QwQ-32B-Preview阿里巴巴1,155+/-113,231阿里巴巴Apache 2.0
322Nvidiallama2-70b-steerlm-chatNvidia1,154+/-133,585NvidiaLlama 2 Community
323UPsolar-10.7b-instruct-v1.0Upstage AI1,151+/-134,155Upstage AICC-BY-NC-4.0
324COdolphin-2.2.1-mistral-7bCognitive Computations1,151+/-151,679Cognitive ComputationsApache-2.0
325MOMPT-30B-ChatMosaicML1,149+/-122,572MosaicMLCC-BY-NC-SA-4.0
326MistralAIMistral-7B-Instruct-v0.2MistralAI1,149+/-719,402MistralAIApache-2.0
327Microsoftwizardlm-13bMicrosoft1,148+/-97,044MicrosoftLlama 2 Community
328TIfalcon-180b-chatTII1,146+/-171,295TIIFalcon-180B TII License
329阿里Qwen1.5-7B-Chat阿里巴巴1,143+/-104,737阿里巴巴Qianwen LICENSE
330Microsoft AzurePhi-3-mini 3.8BMicrosoft Azure1,142+/-612,297Microsoft AzureMIT
331百川Baichuan2-13B-Chat百川智能1,141+/-719,174百川智能Llama 2 Community
332LMVicuna 13BLM-SYS1,140+/-719,367LM-SYSLlama 2 Community
333阿里Qwen-14B-Chat阿里巴巴1,138+/-114,964阿里巴巴Qianwen LICENSE
334Google ResearchPaLM 2Google Research1,137+/-98,554Google ResearchProprietary
335Google ResearchGemma 7B - ItGoogle Research1,136+/-98,925Google ResearchGemma license
336FACodeLLaMA-34BFacebook AI研究实验室1,136+/-97,366Facebook AI研究实验室Llama 2 Community
337HUzephyr-7b-betaHuggingFace1,130+/-911,118HuggingFaceMIT
338Microsoft AzurePhi-3-mini 3.8BMicrosoft Azure1,128+/-720,685Microsoft AzureMIT
339Microsoft AzurePhi-3-mini 3.8BMicrosoft Azure1,127+/-620,118Microsoft AzureMIT
340UWguanaco-33bUW1,126+/-122,921UWNon-commercial
341HUzephyr-7b-alphaHuggingFace1,126+/-161,785HuggingFaceMIT
342TOstripedhyena-nous-7bTogether AI1,120+/-115,182Together AIApache 2.0
343FACodeLlama-70B-InstructFacebook AI研究实验室1,118+/-181,143Facebook AI研究实验室Llama 2 Community
344Google ResearchGemma 1.1-2B-ITGoogle Research1,115+/-810,854Google ResearchGemma license
345LMVicuna 7BLM-SYS1,114+/-96,923LM-SYSLlama 2 Community
346HUsmollm2-1.7b-instructHuggingFace1,114+/-142,199HuggingFaceApache 2.0
347Metallama-3.2-1b-instructMeta1,110+/-88,045MetaLlama 3.2
348MistralAIMistral 7B InstructMistralAI1,109+/-98,977MistralAIApache 2.0
349百川Baichuan2-7B-Chat百川智能1,107+/-714,148百川智能Llama 2 Community
350Google ResearchGemma 2B - ItGoogle Research1,092+/-124,780Google ResearchGemma license
351阿里Qwen1.5-4B-Chat阿里巴巴1,089+/-97,597阿里巴巴Qianwen LICENSE
352AIolmo-7b-instructAi21,073+/-116,328Ai2Apache-2.0
353达摩Koala达摩院1,070+/-106,965达摩院Non-commercial
354STalpaca-13bStanford1,067+/-115,745StanfordNon-commercial
355NOGPT4All 13BNomic AI1,066+/-151,743Nomic AINon-commercial
356MOMPT-7B-ChatMosaicML1,061+/-123,924MosaicMLCC-BY-NC-SA-4.0
357智谱ChatGLM3-6B智谱AI1,055+/-124,658智谱AIApache-2.0
358RWRWKV-4-Raven-14BRWKV1,041+/-114,845RWKVApache 2.0
359智谱ChatGLM2-6B智谱AI1,023+/-142,658智谱AIApache-2.0
360OPoasst-pythia-12bOpenAssistant1,022+/-116,310OpenAssistantApache 2.0
361智谱ChatGLM-6B智谱AI995+/-134,914智谱AINon-commercial
362LMfastchat-t5-3bLMSYS991+/-124,203LMSYSApache 2.0
363DAdolly-v2-12bDatabricks980+/-143,412DatabricksMIT
364FALLaMA 13BFacebook AI研究实验室972+/-162,391Facebook AI研究实验室Non-commercial
365STstablelm-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。