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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-fable-5

最高得分

1,510

模型数量

366

数据版本

2026年06月10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-fable-5Anthropic1,510+/-112,883AnthropicProprietary
AnthropicClaude Opus 4.6 (thinking)Anthropic1,504+/-442,797AnthropicProprietary
AnthropicOpus 4.7 (thinking)Anthropic1,502+/-528,900AnthropicProprietary
4AnthropicClaude Opus 4.6Anthropic1,498+/-445,808AnthropicProprietary
5AnthropicOpus 4.7Anthropic1,492+/-529,924AnthropicProprietary
6FAMuse SparkFacebook AI研究实验室1,487+/-613,511Facebook AI研究实验室Proprietary
7Google Deep MindGemini 3.1 Pro PreviewGoogle Deep Mind1,487+/-455,403Google Deep MindProprietary
8Google Deep MindGemini 3.0 Pro (Preview 11-2025)Google Deep Mind1,486+/-441,317Google Deep MindProprietary
9Anthropicclaude-opus-4-8-thinkingAnthropic1,486+/-79,190AnthropicProprietary
10OpenAIGPT-5.5 (high)OpenAI1,481+/-524,620OpenAIProprietary
11OpenAIGPT-5.4 (high)OpenAI1,479+/-437,120OpenAIProprietary
12Anthropicclaude-opus-4-8Anthropic1,477+/-79,644AnthropicProprietary
13Google Deep MindGemini 3.5 FlashGoogle Deep Mind1,477+/-710,113Google Deep MindProprietary
14OpenAIGPT-5.2OpenAI1,475+/-434,387OpenAIProprietary
15智谱GLM 5.1智谱AI1,475+/-615,954智谱AIMIT
16阿里Qwen3.7-Max-Preview阿里巴巴1,474+/-103,744阿里巴巴Proprietary
17xAIGrok 4.20 BetaxAI1,474+/-526,782xAIProprietary
18OpenAIGPT-5.5OpenAI1,474+/-525,255OpenAIProprietary
19xAIGrok 4.20 Beta ReasoningxAI1,474+/-438,420xAIProprietary
20Google Deep MindGemini 3.0 FlashGoogle Deep Mind1,473+/-430,718Google Deep MindProprietary
21xAIGrok 4.20 Multi-AgentxAI1,473+/-437,581xAIProprietary
22AnthropicClaude Opus 4 (thinking-32k)Anthropic1,473+/-437,098AnthropicProprietary
23OpenAIGPT-5.5 InstantOpenAI1,472+/-526,225OpenAIProprietary
24AnthropicClaude Sonnet 4.6Anthropic1,471+/-435,722AnthropicProprietary
25AnthropicClaude Opus 4Anthropic1,469+/-371,063AnthropicProprietary
26百度ERNIE-5.1-Preview百度1,469+/-521,878百度Proprietary
27OpenAIGPT-5.4OpenAI1,468+/-439,393OpenAIProprietary
28XIMiMo V2.5 ProXiaomi1,466+/-523,364XiaomiMIT
29xAIGrok 4.1 ThinkingxAI1,466+/-365,495xAIProprietary
30阿里Qwen3.5 Max Preview阿里巴巴1,465+/-521,470阿里巴巴Proprietary
31Moonshot AIKimi K2.6Moonshot AI1,462+/-522,595Moonshot AIModified MIT
32Google Deep MindGemini 3.0 Flash (minimal)Google Deep Mind1,460+/-362,491Google Deep MindProprietary
33阿里Qwen3.6-Max-Preview阿里巴巴1,460+/-85,188阿里巴巴Proprietary
34xAIGrok 4.1xAI1,460+/-367,612xAIProprietary
35智谱GLM-5智谱AI1,457+/-523,145智谱AIMIT
36DeepSeek-AIDeepSeek-V4-ProDeepSeek-AI1,457+/-525,141DeepSeek-AIMIT
37DeepSeek-AIDeepSeek-V4-Pro (thinking)DeepSeek-AI1,457+/-523,617DeepSeek-AIMIT
38AnthropicClaude Sonnet 4.5 (thinking-32k)Anthropic1,456+/-382,387AnthropicProprietary
39字节DOLA Seed 2.0 Pro字节跳动Seed团队1,455+/-446,537字节跳动Seed团队Proprietary
40AnthropicClaude Sonnet 4.5Anthropic1,455+/-380,893AnthropicProprietary
41OpenAIGPT-5.1 Pro (high)OpenAI1,455+/-440,830OpenAIProprietary
42MiniMaxminimax-m3MiniMax1,451+/-77,782MiniMaxProprietary
43DeepMindGemma 4 31BDeepMind1,451+/-85,889DeepMindApache 2.0
44Moonshot AIKimi K2 ThinkingMoonshot AI1,450+/-444,488Moonshot AIModified MIT
45百度ERNIE 5.0百度1,449+/-79,751百度Proprietary
46AnthropicOpus 4.1 (thinking-16k)Anthropic1,449+/-349,804AnthropicProprietary
47XIMiMo V2 ProXiaomi1,449+/-524,482XiaomiProprietary
48OpenAIGPT-5.4 mini (high)OpenAI1,449+/-435,690OpenAIProprietary
49OpenAIGPT-5.3OpenAI1,449+/-432,965OpenAIProprietary
50AnthropicOpus 4.1Anthropic1,447+/-377,352AnthropicProprietary
51百度ERNIE 5.0百度1,447+/-435,227百度Proprietary
52Google Deep MindGemini 2.5 Pro Experimental 03-25Google Deep Mind1,446+/-3124,473Google Deep MindProprietary
53OpenAIGPT-4.5OpenAI1,445+/-614,547OpenAIProprietary
54阿里Qwen3.5-397B-A17B阿里巴巴1,444+/-439,840阿里巴巴Apache 2.0
55阿里Qwen 3.6 Plus Preview阿里巴巴1,444+/-525,898阿里巴巴Proprietary
56xAIGrok 4.3 BetaxAI1,443+/-524,424xAIProprietary
57OpenAIGPT-4o(2025-03-27)OpenAI1,443+/-382,455OpenAIProprietary
58智谱GLM-4.7智谱AI1,443+/-612,121智谱AIMIT
59OpenAIGPT-5.1 InstantOpenAI1,439+/-443,470OpenAIProprietary
60DeepMindGemma 4 26B A4BDeepMind1,438+/-85,802DeepMindApache 2.0
61OpenAIGPT-5.2 Pro (high)OpenAI1,438+/-447,930OpenAIProprietary
62DeepSeek-AIDeepSeek-V4-Flash (thinking)DeepSeek-AI1,436+/-524,641DeepSeek-AIMIT
63MeituanLongCat Flash Chat (2602)Meituan1,435+/-528,117MeituanProprietary
64阿里Qwen3 Max (Preview)阿里巴巴1,435+/-527,716阿里巴巴Proprietary
65OpenAIGPT-5.2OpenAI1,435+/-455,819OpenAIProprietary
66DeepSeek-AIDeepSeek-V4-FlashDeepSeek-AI1,434+/-524,760DeepSeek-AIMIT
67OpenAIGPT-5-Pro (high)OpenAI1,434+/-531,932OpenAIProprietary
68XIMiMo V2.5Xiaomi1,433+/-523,774XiaomiMIT
69Googlegemini-3.1-flash-lite-previewGoogle1,433+/-444,683GoogleProprietary
70Moonshot AIKimi K2.5 InstantMoonshot AI1,431+/-78,173Moonshot AIModified MIT
71OpenAIOpenAI o3OpenAI1,431+/-459,750OpenAIProprietary
72xAIGrok 4.1 Fast (fast-reasoning)xAI1,431+/-356,722xAIProprietary
73Moonshot AIKimi K2 Thinking (thinking-turbo)Moonshot AI1,430+/-361,974Moonshot AIModified MIT
74XImimo-v2-omniXiaomi1,430+/-79,310XiaomiProprietary
75Mistralmistral-medium-3.5Mistral1,429+/-79,535MistralModified MIT
76Amazonamazon-nova-experimental-chat-26-02-10Amazon1,427+/-103,417AmazonProprietary
77OpenAIGPT-5OpenAI1,427+/-431,576OpenAIProprietary
78智谱GLM-4.6智谱AI1,426+/-435,655智谱AIMIT
79DeepSeek-AIDeepSeek V3.2DeepSeek-AI1,425+/-447,227DeepSeek-AIMIT
80DeepSeek-AIDeepSeek V3.2-Exp (thinking)DeepSeek-AI1,425+/-79,068DeepSeek-AIMIT
81AnthropicClaude Opus 4 (thinking-16k)Anthropic1,424+/-436,895AnthropicProprietary
82Alibabaqwen3-max-2025-09-23Alibaba1,424+/-69,158AlibabaProprietary
83阿里Qwen3-235B-A22B-2507阿里巴巴1,423+/-397,144阿里巴巴Apache 2.0
84DeepSeek-AIDeepSeek V3.2-ExpDeepSeek-AI1,423+/-611,932DeepSeek-AIMIT
85DeepSeek-AIDeepSeek V3.2 (thinking)DeepSeek-AI1,423+/-441,011DeepSeek-AIMIT
86DeepSeek-AIDeepSeek-R1-0528DeepSeek-AI1,422+/-618,468DeepSeek-AIMIT
87xAIGrok 4 FastxAI1,421+/-86,815xAIProprietary
88百度ERNIE 5.0百度1,419+/-94,707百度Proprietary
89Nvidianvidia-nemotron-3-ultra-550b-a55b-nvfp4Nvidia1,418+/-103,530NvidiaOpenMDW-1.1
90Moonshot AIKimi K2 0905Moonshot AI1,418+/-611,778Moonshot AIModified MIT
91DeepSeek-AIDeepSeek-V3.1 Terminus (thinking)DeepSeek-AI1,418+/-103,465DeepSeek-AIMIT
92DeepSeek-AIDeepSeek-V3.1DeepSeek-AI1,418+/-614,960DeepSeek-AIMIT
93Moonshot AIKimi K2Moonshot AI1,417+/-527,639Moonshot AIModified MIT
94阿里Qwen3.5-122B-A10B阿里巴巴1,417+/-428,441阿里巴巴Apache 2.0
95DeepSeek-AIDeepSeek-V3.1 (thinking)DeepSeek-AI1,417+/-711,736DeepSeek-AIMIT
96MiniMaxAIMiniMax-M2.7MiniMaxAI1,416+/-531,351MiniMaxAIModified MIT
97DeepSeek-AIDeepSeek-V3.1 TerminusDeepSeek-AI1,416+/-103,705DeepSeek-AIMIT
98Amazonamazon-nova-experimental-chat-26-01-10Amazon1,416+/-103,408AmazonProprietary
99MistralAIMistral Large 3MistralAI1,416+/-443,471MistralAIApache 2.0
100阿里Qwen3-VL-235B-A22B-Instruct阿里巴巴1,415+/-611,503阿里巴巴Apache 2.0
101Tencenthunyuan-hy3-previewTencent1,414+/-86,615Tencenttencent-hunyuan-community
102OpenAIGPT-4.1OpenAI1,414+/-450,990OpenAIProprietary
103AnthropicClaude Opus 4Anthropic1,412+/-444,206AnthropicProprietary
104xAIGrok 3xAI1,412+/-432,906xAIProprietary
105AnthropicHaiku 4.5Anthropic1,411+/-387,371AnthropicProprietary
106智谱GLM-4.5智谱AI1,411+/-524,311智谱AIMIT
107Google Deep MindGemini 2.5 FlashGoogle Deep Mind1,410+/-2124,427Google Deep MindProprietary
108xAIGrok 4xAI1,410+/-441,393xAIProprietary
109MistralAIMagistral-Medium-2506MistralAI1,410+/-393,923MistralAIProprietary
110阿里Qwen3.5-27B阿里巴巴1,409+/-427,301阿里巴巴Apache 2.0
111Google Deep MindGemini 2.5 Flash-Preview-09-2025Google Deep Mind1,405+/-432,905Google Deep MindProprietary
112xAIGrok 4 Fast (fast-reasoning)xAI1,404+/-518,717xAIProprietary
113Alibabaqwen3-235b-a22b-no-thinkingAlibaba1,403+/-538,210AlibabaApache 2.0
114OpenAIGPT-5.4 nano (high)OpenAI1,402+/-434,794OpenAIProprietary
115OpenAIOpenAI o1OpenAI1,402+/-427,807OpenAIProprietary
116阿里Qwen3-Next阿里巴巴1,402+/-522,879阿里巴巴Apache 2.0
117MeituanLongCat Flash Chat (2602)Meituan1,401+/-611,399MeituanMIT
118Alibabaqwen3-235b-a22b-thinking-2507Alibaba1,399+/-78,991AlibabaApache 2.0
119AnthropicClaude Sonnet 4 (thinking-32k)Anthropic1,399+/-435,109AnthropicProprietary
120DeepSeek-AIDeepSeek-R1DeepSeek-AI1,398+/-518,524DeepSeek-AIMIT
121StepFunAIStep 3.5 FlashStepFunAI1,397+/-437,586StepFunAIProprietary
122StepFunAIStep 3.5 FlashStepFunAI1,396+/-441,780StepFunAIApache 2.0
123阿里Qwen3.5-35B-A3B阿里巴巴1,396+/-429,123阿里巴巴Apache 2.0
124阿里Qwen3-VL-235B-A22B-Instruct (thinking)阿里巴巴1,396+/-77,938阿里巴巴Apache 2.0
125Tencenthunyuan-vision-1.5-thinkingTencent1,396+/-122,218TencentProprietary
126DeepSeek-AIDeepSeek-V3-0324DeepSeek-AI1,395+/-445,498DeepSeek-AIMIT
127Amazonamazon-nova-experimental-chat-12-10Amazon1,395+/-103,681AmazonProprietary
128XImimo-v2-flash (non-thinking)Xiaomi1,393+/-446,565XiaomiMIT
129MiniMaxAIMiniMax M2.5MiniMaxAI1,390+/-441,149MiniMaxAIModified MIT
130OpenAIGPT-5-mini (high)OpenAI1,390+/-527,024OpenAIProprietary
131OpenAIOpenAI o4 - miniOpenAI1,390+/-445,448OpenAIProprietary
132AnthropicClaude Sonnet 4Anthropic1,389+/-440,313AnthropicProprietary
133OpenAIOpenAI o1OpenAI1,388+/-531,122OpenAIProprietary
134阿里Qwen3-Coder-480B-A35B阿里巴巴1,388+/-525,731阿里巴巴Apache 2.0
135腾讯Hunyuan-T1腾讯AI实验室1,387+/-94,706腾讯AI实验室Proprietary
136XImimo-v2-flash (thinking)Xiaomi1,387+/-610,963XiaomiMIT
137AnthropicClaude Sonnet 3.7 (thinking-32k)Anthropic1,387+/-438,824AnthropicProprietary
138Mistralmistral-medium-2505Mistral1,387+/-533,224MistralProprietary
139MiniMaxAIM2.1MiniMaxAI1,385+/-517,137MiniMaxAIMIT
140阿里Qwen3-30B-A3B-2507阿里巴巴1,383+/-523,730阿里巴巴Apache 2.0
141OpenAIGPT-4.1 miniOpenAI1,382+/-439,329OpenAIProprietary
142Tencenthunyuan-turbos-20250416Tencent1,382+/-610,725TencentProprietary
143Google Deep MindGemini 2.5 Flash-Lite-Preview-09-2025 (no-thinking)Google Deep Mind1,380+/-347,235Google Deep MindProprietary
144ARtrinity-large-previewArcee AI1,379+/-430,022Arcee AIApache 2.0
145智谱GLM-4.6V智谱AI1,377+/-112,805智谱AIMIT
146阿里Qwen3-235B-A22B阿里巴巴1,375+/-526,267阿里巴巴Apache 2.0
147Google Deep MindGemini 2.5 Flash-Lite (thinking)Google Deep Mind1,374+/-532,904Google Deep MindProprietary
148阿里Qwen2.5-Max阿里巴巴1,374+/-432,620阿里巴巴Proprietary
149智谱GLM-4.5-Air智谱AI1,373+/-431,075智谱AIMIT
150AnthropicClaude 3.5 SonnetAnthropic1,373+/-388,340AnthropicProprietary
151AnthropicClaude Sonnet 3.7Anthropic1,371+/-443,183AnthropicProprietary
152阿里Qwen3-Next (thinking)阿里巴巴1,370+/-613,696阿里巴巴Apache 2.0
153ARtrinity-large-thinkingArcee AI1,369+/-529,174Arcee AIApache 2.0
154智谱GLM-4.7-Flash智谱AI1,368+/-611,735智谱AIMIT
155Amazonamazon-nova-experimental-chat-11-10Amazon1,367+/-425,395AmazonProprietary
156Google Deep MindGemma 3 - 27B (IT)Google Deep Mind1,366+/-447,540Google Deep MindGemma
157MiniMaxminimax-m1MiniMax1,364+/-435,195MiniMaxApache 2.0
158OpenAIOpenAI o3-mini (high)OpenAI1,363+/-518,589OpenAIProprietary
159OpenAIOpenAI o3-mini (high)OpenAI1,362+/-516,966OpenAIProprietary
160Nvidianvidia-nemotron-3-super-120b-a12bNvidia1,362+/-77,539NvidiaNVIDIA Open Model
161DeepMindGemini 2.0 Flash ExperimentalDeepMind1,360+/-443,755DeepMindProprietary
162DeepSeek-AIDeepSeek-V3DeepSeek-AI1,358+/-521,770DeepSeek-AIDeepSeek
163MistralAIMistral-Small-3.2MistralAI1,357+/-517,709MistralAIApache 2.0
164xAIgrok-3-mini-betaxAI1,357+/-522,713xAIProprietary
165PRintellect-3Prime Intellect1,357+/-85,334Prime IntellectMIT
166CohereAIC4AI Command A (202503)CohereAI1,354+/-356,264CohereAICC-BY-NC-4.0
167智谱GLM-4.5V智谱AI1,353+/-84,958智谱AIMIT
168DeepMindGemini 2.0 Flash-LiteDeepMind1,353+/-424,955DeepMindProprietary
169OpenAIGPT OSS 120BOpenAI1,353+/-430,644OpenAIApache 2.0
170Google Deep MindGemini 1.5 ProGoogle Deep Mind1,351+/-355,606Google Deep MindProprietary
171Amazonamazon-nova-experimental-chat-10-20Amazon1,350+/-611,474AmazonProprietary
172Tencenthunyuan-turbos-20250226Tencent1,349+/-122,220TencentProprietary
173StepFunAIStep3StepFunAI1,348+/-76,545StepFunAIApache 2.0
174OpenAIOpenAI o3-miniOpenAI1,348+/-457,342OpenAIProprietary
175Amazonamazon-nova-experimental-chat-10-09Amazon1,348+/-112,839AmazonProprietary
176Nvidiallama-3.1-nemotron-ultra-253b-v1Nvidia1,347+/-122,549NvidiaNvidia Open Model
177阿里Qwen3-32B阿里巴巴1,347+/-93,926阿里巴巴Apache 2.0
178INmercury-2Inception AI1,346+/-113,121Inception AIProprietary
179INling-flash-2.0InclusionAI1,346+/-77,010InclusionAIMIT
180Alibabaqwen-plus-0125Alibaba1,346+/-85,819AlibabaProprietary
181MiniMaxAIMiniMax M2MiniMaxAI1,346+/-86,870MiniMaxAIApache 2.0
182OpenAIGPT-4oOpenAI1,346+/-3112,881OpenAIProprietary
183Nvidianvidia-llama-3.3-nemotron-super-49b-v1.5Nvidia1,343+/-103,345NvidiaNvidia Open
184ZHglm-4-plus-0111Zhipu1,343+/-85,760ZhipuProprietary
185AnthropicClaude 3.5 SonnetAnthropic1,342+/-382,419AnthropicProprietary
186Google Deep MindGemma 3 - 12B (IT)Google Deep Mind1,342+/-103,829Google Deep MindGemma
187Tencenthunyuan-turbo-0110Tencent1,341+/-122,290TencentProprietary
188OpenAIGPT-5-Nano (high)OpenAI1,337+/-78,268OpenAIProprietary
189亚马Nova 2 Lite亚马逊1,337+/-612,232亚马逊Proprietary
190OpenAIOpenAI o1-miniOpenAI1,337+/-451,981OpenAIProprietary
191阿里QwQ-32B阿里巴巴1,336+/-425,392阿里巴巴Apache 2.0
192xAIGrok 2xAI1,336+/-463,498xAIProprietary
193Googlegemini-advanced-0514Google1,335+/-550,148GoogleProprietary
194OpenAIGPT-4oOpenAI1,335+/-445,499OpenAIProprietary
195Metallama-3.1-405b-instruct-bf16Meta1,335+/-441,375MetaLlama 3.1 Community
196StepFunstep-2-16k-exp-202412StepFun1,334+/-94,833StepFunProprietary
197Metallama-3.1-405b-instruct-fp8Meta1,333+/-459,656MetaLlama 3.1 Community
198AIolmo-3.1-32b-instructAi21,330+/-612,221Ai2Apache 2.0
19901yi-lightning01 AI1,328+/-527,33201 AIProprietary
200Nvidiallama-3.3-nemotron-49b-super-v1Nvidia1,328+/-122,218NvidiaNvidia
201AImolmo-2-8bAi21,328+/-21803Ai2Apache 2.0
202阿里Qwen3-30B-A3B阿里巴巴1,327+/-526,485阿里巴巴Apache 2.0
203FALlama 4 Maverick InstructFacebook AI研究实验室1,327+/-439,983Facebook AI研究实验室Llama 4
204Tencenthunyuan-large-2025-02-10Tencent1,326+/-103,738TencentProprietary
205RURunway Gen-4 TurboRunway1,324+/-498,114RunwayProprietary
206AnthropicClaude 3.5 HaikuAnthropic1,323+/-369,981AnthropicProprietary
207Google Deep MindGemini 1.5 ProGoogle Deep Mind1,323+/-479,138Google Deep MindProprietary
208DeepSeekdeepseek-v2.5-1210DeepSeek1,323+/-86,795DeepSeekDeepSeek
209FALlama 4 Scout InstructFacebook AI研究实验室1,323+/-530,296Facebook AI研究实验室Llama
210OpenAIGPT-4.1 nanoOpenAI1,322+/-86,103OpenAIProprietary
211AnthropicClaude3-OpusAnthropic1,321+/-3194,909AnthropicProprietary
212INring-flash-2.0InclusionAI1,321+/-77,144InclusionAIMIT
213StepFunstep-1o-turbo-202506StepFun1,320+/-79,040StepFunProprietary
214ZHglm-4-plusZhipu AI1,319+/-526,126Zhipu AIProprietary
215FALlama3.3-70B-InstructFacebook AI研究实验室1,318+/-354,738Facebook AI研究实验室Llama-3.3
216Google Deep MindGemma-3n-E4BGoogle Deep Mind1,318+/-522,592Google Deep MindGemma
217Alibabaqwen-max-0919Alibaba1,318+/-616,478AlibabaQwen
218OpenAIGPT-4o miniOpenAI1,318+/-468,709OpenAIProprietary
219OpenAIGPT OSS 20BOpenAI1,318+/-610,632OpenAIApache 2.0
220Nvidianvidia-nemotron-3-nano-30b-a3b-bf16Nvidia1,316+/-615,514NvidiaNVIDIA Open Model
221Alibabaqwen2.5-plus-1127Alibaba1,315+/-610,187AlibabaProprietary
222NEathene-v2-chatNexusFlow1,314+/-524,739NexusFlowNexusFlow
223Mistralmistral-large-2407Mistral1,314+/-445,459MistralMistral Research
224OpenAIGPT-4OpenAI1,313+/-493,439OpenAIProprietary
225OpenAIGPT-4OpenAI1,312+/-4100,105OpenAIProprietary
226Tencenthunyuan-standard-2025-02-10Tencent1,311+/-103,904TencentProprietary
227Googlegemini-1.5-flash-002Google1,309+/-434,902GoogleProprietary
228xAIgrok-2-mini-2024-08-13xAI1,308+/-452,567xAIProprietary
229DeepSeek-AIDeepSeek V2.5DeepSeek-AI1,307+/-524,572DeepSeek-AIDeepSeek
230IBgranite-4.1-8bIBM1,307+/-104,032IBMApache 2.0
231INmercuryInception AI1,306+/-141,954Inception AIProprietary
232NEathene-70b-0725NexusFlow1,306+/-619,621NexusFlowCC-BY-NC-4.0
233AIolmo-3-32b-thinkAi21,305+/-85,945Ai2Apache 2.0
234Mistralmistral-large-2411Mistral1,305+/-428,073MistralMRL
235MistralAIMagistral-Medium-2506MistralAI1,304+/-611,637MistralAIProprietary
236MistralAIMistral-Small-3.1-24B-Instruct-2503MistralAI1,303+/-533,217MistralAIApache 2.0
237Google Deep MindGemma 3 - 4B (IT)Google Deep Mind1,303+/-94,171Google Deep MindGemma
238阿里Qwen2.5-VL-72B-Instruct阿里巴巴1,303+/-439,406阿里巴巴Qwen
239FALlama3.1-70B-InstructFacebook AI研究实验室1,299+/-87,140Facebook AI研究实验室Llama 3.1
240Tencenthunyuan-large-visionTencent1,294+/-95,372TencentProprietary
241FALlama3.1-70B-InstructFacebook AI研究实验室1,293+/-455,240Facebook AI研究实验室Llama 3.1 Community
242Amazonamazon-nova-pro-v1.0Amazon1,290+/-524,745AmazonProprietary
243AIjamba-1.5-largeAI21 Labs1,289+/-78,662AI21 LabsJamba Open
244Googlegemma-2-27b-itGoogle1,289+/-375,754GoogleGemma license
245REreka-core-20240904Reka AI1,288+/-77,312Reka AIProprietary
246IBibm-granite-h-smallIBM1,287+/-85,684IBMApache 2.0
247OpenAIGPT-4OpenAI1,286+/-554,173OpenAIProprietary
248Googlegemini-1.5-flash-001Google1,286+/-562,833GoogleProprietary
249AIllama-3.1-tulu-3-70bAi21,286+/-102,846Ai2Llama 3.1
250Nvidiallama-3.1-nemotron-51b-instructNvidia1,286+/-103,749NvidiaLlama 3.1
251AIolmo-3.1-32b-thinkAi21,285+/-78,505Ai2Apache 2.0
252AnthropicClaude3-SonnetAnthropic1,280+/-4109,284AnthropicProprietary
253PRgemma-2-9b-it-simpoPrinceton1,280+/-710,072PrincetonMIT
254Nvidianemotron-4-340b-instructNvidia1,276+/-519,659NvidiaNVIDIA Open Model
255FALlama3-70B-InstructFacebook AI研究实验室1,276+/-4156,876Facebook AI研究实验室Llama 3 Community
256Coherecommand-r-plus-08-2024Cohere1,276+/-79,866CohereCC-BY-NC-4.0
257OpenAIGPT-4OpenAI1,275+/-488,723OpenAIProprietary
258MistralAIMistral Small 24B Instruct 2501MistralAI1,274+/-614,681MistralAIApache 2.0
259智谱GLM4智谱AI1,273+/-79,788智谱AIProprietary
260REreka-flash-20240904Reka AI1,272+/-77,536Reka AIProprietary
261阿里Qwen2.5-Coder-32B-Instruct阿里巴巴1,270+/-85,432阿里巴巴Apache 2.0
262CohereAIC4AI Aya Vision 32BCohereAI1,267+/-527,124CohereAICC-BY-NC-4.0
263Googlegemma-2-9b-itGoogle1,266+/-454,611GoogleGemma license
264DeepSeekdeepseek-coder-v2DeepSeek1,264+/-615,147DeepSeekDeepSeek License
265阿里Qwen2-72B-Instruct阿里巴巴1,261+/-537,325阿里巴巴Qianwen LICENSE
266CohereAIC4AI Command R+CohereAI1,261+/-477,554CohereAICC-BY-NC-4.0
267AnthropicClaude3-HaikuAnthropic1,261+/-4117,701AnthropicProprietary
268Amazonamazon-nova-lite-v1.0Amazon1,260+/-519,372AmazonProprietary
269Googlegemini-1.5-flash-8b-001Google1,259+/-435,558GoogleProprietary
270Microsoft AzurePhi 4 - 14BMicrosoft Azure1,256+/-524,126Microsoft AzureMIT
271AIolmo-2-0325-32b-instructAi21,251+/-113,334Ai2Apache-2.0
272Coherecommand-r-08-2024Cohere1,250+/-710,140CohereCC-BY-NC-4.0
273Mistralmistral-large-2402Mistral1,242+/-562,436MistralProprietary
274Amazonamazon-nova-micro-v1.0Amazon1,241+/-519,364AmazonProprietary
275AIjamba-1.5-miniAI21 Labs1,239+/-78,858AI21 LabsJamba Open
276Mistralministral-8b-2410Mistral1,237+/-94,781MistralMRL
277Googlegemini-pro-dev-apiGoogle1,235+/-718,354GoogleProprietary
278阿里Qwen1.5-110B-Chat阿里巴巴1,233+/-626,195阿里巴巴Qianwen LICENSE
279Tencenthunyuan-standard-256kTencent1,233+/-122,728TencentProprietary
280REreka-flash-21b-20240226-onlineReka AI1,233+/-715,450Reka AIProprietary
281阿里Qwen1.5-72B-Chat阿里巴巴1,233+/-539,302阿里巴巴Qianwen LICENSE
282MistralAIMixtral-8x22B-Instruct-v0.1MistralAI1,229+/-551,416MistralAIApache 2.0
283Coherecommand-rCohere1,226+/-554,036CohereCC-BY-NC-4.0
284REreka-flash-21b-20240226Reka AI1,226+/-624,806Reka AIProprietary
285OpenAIgpt-3.5-turbo-0125OpenAI1,224+/-566,207OpenAIProprietary
286FALlama3-8B-InstructFacebook AI研究实验室1,223+/-4104,642Facebook AI研究实验室Llama 3 Community
287CohereAIC4AI Aya Vision 8BCohereAI1,223+/-79,818CohereAICC-BY-NC-4.0
288DeepMindGemini-proDeepMind1,222+/-126,390DeepMindProprietary
289Mistralmistral-mediumMistral1,222+/-634,550MistralProprietary
290AIllama-3.1-tulu-3-8bAi21,220+/-112,896Ai2Llama 3.1
291零一Yi-1.5-34B零一万物1,212+/-524,146零一万物Apache-2.0
292HUzephyr-orpo-141b-A35b-v0.1HuggingFace1,212+/-114,652HuggingFaceApache 2.0
293FALlama3.1-8B-InstructFacebook AI研究实验室1,211+/-449,605Facebook AI研究实验室Llama 3.1 Community
294FALlama3.1-8B-InstructFacebook AI研究实验室1,208+/-113,090Facebook AI研究实验室Apache 2.0
295Alibabaqwen1.5-32b-chatAlibaba1,203+/-621,741AlibabaQianwen LICENSE
296OpenAIgpt-3.5-turbo-1106OpenAI1,202+/-916,619OpenAIProprietary
297Googlegemma-2-2b-itGoogle1,200+/-446,616GoogleGemma license
298Microsoft AzurePhi-3-medium 14B-previewMicrosoft Azure1,197+/-525,055Microsoft AzureMIT
299Mistralmixtral-8x7b-instruct-v0.1Mistral1,196+/-473,503MistralApache 2.0
300DADBRX Instructdatabricks1,194+/-632,191databricksDBRX LICENSE
301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
302阿里Qwen1.5-14B-Chat阿里巴巴1,190+/-717,839阿里巴巴Qianwen LICENSE
303WIWizardLM-70B-V1.0WizardLM Team1,184+/-98,214WizardLM TeamLlama 2 Community
304DeepSeek-AIDeepSeek LLM 67B ChatDeepSeek-AI1,184+/-114,932DeepSeek-AIDeepSeek License
305零一Yi-34B零一万物1,183+/-715,483零一万物Yi License
306IBgranite-3.0-8b-instructIBM1,182+/-96,638IBMApache 2.0
307OPopenchat-3.5OpenChat1,182+/-107,968OpenChatApache-2.0
308OPopenchat-3.5-0106OpenChat1,182+/-812,637OpenChatApache-2.0
309Google ResearchGemma 1.1-7B-ITGoogle Research1,181+/-623,893Google ResearchGemma license
310SNsnowflake-arctic-instructSnowflake1,179+/-632,832SnowflakeApache 2.0
311IBgranite-3.1-2b-instructIBM1,178+/-113,188IBMApache 2.0
312ALtulu-2-dpo-70bAllenAI/UW1,177+/-106,535AllenAI/UWAI2 ImpACT Low-risk
313NOopenhermes-2.5-mistral-7bNousResearch1,175+/-105,006NousResearchApache-2.0
314LMVicuna 33BLM-SYS1,172+/-622,479LM-SYSNon-commercial
315NEstarling-lm-7b-betaNexusflow1,171+/-716,056NexusflowApache-2.0
316Microsoft AzurePhi-3-small 7BMicrosoft Azure1,170+/-617,766Microsoft AzureMIT
317Metallama-2-70b-chatMeta1,170+/-638,492MetaLlama 2 Community
318UCstarling-lm-7b-alphaUC Berkeley1,167+/-810,224UC BerkeleyCC-BY-NC-4.0
319Metallama-3.2-3b-instructMeta1,166+/-87,936MetaLlama 3.2
320NOnous-hermes-2-mixtral-8x7b-dpoNousResearch1,164+/-123,777NousResearchApache-2.0
321阿里Qwen3-VL-2B阿里巴巴1,155+/-86,837阿里巴巴Apache 2.0
322阿里QwQ-32B-Preview阿里巴巴1,155+/-123,231阿里巴巴Apache 2.0
323Nvidiallama2-70b-steerlm-chatNvidia1,154+/-133,585NvidiaLlama 2 Community
324UPsolar-10.7b-instruct-v1.0Upstage AI1,151+/-134,155Upstage AICC-BY-NC-4.0
325COdolphin-2.2.1-mistral-7bCognitive Computations1,151+/-151,679Cognitive ComputationsApache-2.0
326MOMPT-30B-ChatMosaicML1,149+/-122,572MosaicMLCC-BY-NC-SA-4.0
327MistralAIMistral-7B-Instruct-v0.2MistralAI1,149+/-719,402MistralAIApache-2.0
328Microsoftwizardlm-13bMicrosoft1,148+/-97,044MicrosoftLlama 2 Community
329TIfalcon-180b-chatTII1,147+/-171,295TIIFalcon-180B TII License
330阿里Qwen1.5-7B-Chat阿里巴巴1,143+/-104,737阿里巴巴Qianwen LICENSE
331Microsoft AzurePhi-3-mini 3.8BMicrosoft Azure1,142+/-612,297Microsoft AzureMIT
332百川Baichuan2-13B-Chat百川智能1,141+/-719,174百川智能Llama 2 Community
333LMVicuna 13BLM-SYS1,140+/-719,367LM-SYSLlama 2 Community
334阿里Qwen-14B-Chat阿里巴巴1,138+/-114,964阿里巴巴Qianwen LICENSE
335Google ResearchPaLM 2Google Research1,137+/-98,554Google ResearchProprietary
336Google ResearchGemma 7B - ItGoogle Research1,136+/-98,925Google ResearchGemma license
337FACodeLLaMA-34BFacebook AI研究实验室1,136+/-97,366Facebook AI研究实验室Llama 2 Community
338HUzephyr-7b-betaHuggingFace1,130+/-911,118HuggingFaceMIT
339Microsoft AzurePhi-3-mini 3.8BMicrosoft Azure1,129+/-720,685Microsoft AzureMIT
340Microsoft AzurePhi-3-mini 3.8BMicrosoft Azure1,127+/-620,118Microsoft AzureMIT
341UWguanaco-33bUW1,126+/-122,921UWNon-commercial
342HUzephyr-7b-alphaHuggingFace1,126+/-161,785HuggingFaceMIT
343TOstripedhyena-nous-7bTogether AI1,120+/-115,182Together AIApache 2.0
344FACodeLlama-70B-InstructFacebook AI研究实验室1,118+/-181,143Facebook AI研究实验室Llama 2 Community
345Google ResearchGemma 1.1-2B-ITGoogle Research1,115+/-810,854Google ResearchGemma license
346LMVicuna 7BLM-SYS1,114+/-96,923LM-SYSLlama 2 Community
347HUsmollm2-1.7b-instructHuggingFace1,114+/-142,199HuggingFaceApache 2.0
348Metallama-3.2-1b-instructMeta1,110+/-88,045MetaLlama 3.2
349MistralAIMistral 7B InstructMistralAI1,109+/-98,977MistralAIApache 2.0
350百川Baichuan2-7B-Chat百川智能1,107+/-714,148百川智能Llama 2 Community
351Google ResearchGemma 2B - ItGoogle Research1,092+/-114,780Google ResearchGemma license
352阿里Qwen1.5-4B-Chat阿里巴巴1,090+/-97,597阿里巴巴Qianwen LICENSE
353AIolmo-7b-instructAi21,073+/-116,328Ai2Apache-2.0
354达摩Koala达摩院1,070+/-106,965达摩院Non-commercial
355STalpaca-13bStanford1,068+/-115,745StanfordNon-commercial
356NOGPT4All 13BNomic AI1,066+/-151,743Nomic AINon-commercial
357MOMPT-7B-ChatMosaicML1,062+/-123,924MosaicMLCC-BY-NC-SA-4.0
358智谱ChatGLM3-6B智谱AI1,055+/-124,658智谱AIApache-2.0
359RWRWKV-4-Raven-14BRWKV1,041+/-114,845RWKVApache 2.0
360智谱ChatGLM2-6B智谱AI1,023+/-142,658智谱AIApache-2.0
361OPoasst-pythia-12bOpenAssistant1,022+/-116,310OpenAssistantApache 2.0
362智谱ChatGLM-6B智谱AI995+/-134,914智谱AINon-commercial
363LMfastchat-t5-3bLMSYS991+/-124,203LMSYSApache 2.0
364DAdolly-v2-12bDatabricks980+/-143,412DatabricksMIT
365FALLaMA 13BFacebook AI研究实验室973+/-162,391Facebook AI研究实验室Non-commercial
366STstablelm-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。