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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

359

数据版本

2026年05月17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+/-427,265AnthropicProprietary
AnthropicOpus 4.7 (thinking)Anthropic1,500+/-612,710AnthropicProprietary
AnthropicClaude Opus 4.6Anthropic1,498+/-429,016AnthropicProprietary
4AnthropicOpus 4.7Anthropic1,492+/-613,348AnthropicProprietary
5FAMuse SparkFacebook AI研究实验室1,489+/-611,103Facebook AI研究实验室Proprietary
6Google Deep MindGemini 3.1 Pro PreviewGoogle Deep Mind1,488+/-433,936Google Deep MindProprietary
7Google Deep MindGemini 3.0 Pro (Preview 11-2025)Google Deep Mind1,486+/-441,336Google Deep MindProprietary
8OpenAIGPT-5.5 (high)OpenAI1,482+/-69,962OpenAIProprietary
9OpenAIGPT-5.4 (high)OpenAI1,480+/-520,831OpenAIProprietary
10xAIgrok-4.20-beta1xAI1,478+/-522,459xAIProprietary
11OpenAIGPT-5.2OpenAI1,477+/-427,782OpenAIProprietary
12OpenAIGPT-5.5OpenAI1,477+/-610,067OpenAIProprietary
13Alibabaqwen3.7-max-previewAlibaba1,475+/-103,740AlibabaProprietary
14xAIgrok-4.20-beta-0309-reasoningxAI1,475+/-521,355xAIProprietary
15xAIgrok-4.20-multi-agent-beta-0309xAI1,474+/-521,363xAIProprietary
16百度ERNIE-5.1-Preview百度1,474+/-78,812百度Proprietary
17Google Deep MindGemini 3.0 FlashGoogle Deep Mind1,473+/-430,751Google Deep MindProprietary
18OpenAIgpt-5.5-instantOpenAI1,473+/-610,015OpenAIProprietary
19AnthropicClaude Opus 4 (thinking-32k)Anthropic1,472+/-437,134AnthropicProprietary
20智谱GLM 5.1智谱AI1,472+/-612,295智谱AIMIT
21AnthropicClaude Opus 4Anthropic1,468+/-358,666AnthropicProprietary
22AnthropicClaude Sonnet 4.6Anthropic1,468+/-520,632AnthropicProprietary
23OpenAIGPT-5.4OpenAI1,467+/-521,917OpenAIProprietary
24xAIGrok 4.1 ThinkingxAI1,467+/-359,168xAIProprietary
25XImimo-v2.5-proXiaomi1,465+/-69,532XiaomiMIT
26Alibabaqwen3.5-max-previewAlibaba1,464+/-517,189AlibabaProprietary
27Google Deep MindGemini 3.0 Flash (minimal)Google Deep Mind1,463+/-445,199Google Deep MindProprietary
28Moonshot AIKimi K2.6Moonshot AI1,462+/-610,090Moonshot AIModified MIT
29DeepSeek-AIDeepSeek-V4-Pro (thinking)DeepSeek-AI1,461+/-69,798DeepSeek-AIMIT
30xAIGrok 4.1xAI1,460+/-363,093xAIProprietary
31DeepSeek-AIDeepSeek-V4-ProDeepSeek-AI1,459+/-610,552DeepSeek-AIMIT
32阿里Qwen3.6-Max-Preview阿里巴巴1,457+/-94,221阿里巴巴Proprietary
33智谱GLM-5智谱AI1,456+/-520,819智谱AIMIT
34Bytedancedola-seed-2.0-proBytedance1,456+/-430,349BytedanceProprietary
35OpenAIGPT-5.1 Pro (high)OpenAI1,455+/-440,854OpenAIProprietary
36AnthropicClaude Sonnet 4.5Anthropic1,454+/-369,003AnthropicProprietary
37OpenAIGPT-5.4 mini (high)OpenAI1,454+/-518,795OpenAIProprietary
38AnthropicClaude Sonnet 4.5 (thinking-32k)Anthropic1,454+/-370,820AnthropicProprietary
39DeepMindGemma 4 31BDeepMind1,451+/-85,844DeepMindApache 2.0
40xAIGrok 4.3 BetaxAI1,451+/-78,894xAIProprietary
41百度ERNIE 5.0百度1,449+/-431,432百度Proprietary
42Moonshot AIKimi K2 ThinkingMoonshot AI1,449+/-430,512Moonshot AIModified MIT
43百度ERNIE 5.0百度1,449+/-79,751百度Proprietary
44OpenAIGPT-5.3OpenAI1,449+/-526,491OpenAIProprietary
45AnthropicOpus 4.1 (thinking-16k)Anthropic1,449+/-349,827AnthropicProprietary
46XImimo-v2-proXiaomi1,448+/-518,782XiaomiProprietary
47AnthropicOpus 4.1Anthropic1,447+/-377,394AnthropicProprietary
48Google Deep MindGemini 2.5 Pro Experimental 03-25Google Deep Mind1,446+/-3118,533Google Deep MindProprietary
49阿里Qwen3.5-397B-A17B阿里巴巴1,445+/-425,712阿里巴巴Apache 2.0
50OpenAIGPT-4.5OpenAI1,444+/-614,547OpenAIProprietary
51阿里Qwen 3.6 Plus Preview阿里巴巴1,444+/-611,923阿里巴巴Proprietary
52OpenAIGPT-4o(2025-03-27)OpenAI1,443+/-382,487OpenAIProprietary
53智谱GLM-4.7智谱AI1,442+/-612,136智谱AIMIT
54DeepSeek-AIDeepSeek-V4-Flash (thinking)DeepSeek-AI1,439+/-69,911DeepSeek-AIMIT
55OpenAIGPT-5.2 Pro (high)OpenAI1,439+/-441,875OpenAIProprietary
56OpenAIGPT-5.1 InstantOpenAI1,439+/-443,504OpenAIProprietary
57DeepMindGemma 4 26B A4BDeepMind1,438+/-85,784DeepMindApache 2.0
58Googlegemini-3.1-flash-lite-previewGoogle1,436+/-427,571GoogleProprietary
59OpenAIGPT-5.2OpenAI1,436+/-439,105OpenAIProprietary
60Meituanlongcat-flash-chat-2602-expMeituan1,435+/-516,827MeituanProprietary
61阿里Qwen3 Max (Preview)阿里巴巴1,435+/-527,744阿里巴巴Proprietary
62OpenAIGPT-5-Pro (high)OpenAI1,434+/-531,951OpenAIProprietary
63DeepSeek-AIDeepSeek-V4-FlashDeepSeek-AI1,433+/-69,921DeepSeek-AIMIT
64Moonshotkimi-k2.5-instantMoonshot1,432+/-78,201MoonshotModified MIT
65xAIGrok 4.1 Fast (fast-reasoning)xAI1,431+/-352,826xAIProprietary
66OpenAIOpenAI o3OpenAI1,431+/-459,769OpenAIProprietary
67Moonshot AIKimi K2 Thinking (thinking-turbo)Moonshot AI1,430+/-356,434Moonshot AIModified MIT
68XImimo-v2.5Xiaomi1,429+/-69,563XiaomiMIT
69Amazonamazon-nova-experimental-chat-26-02-10Amazon1,427+/-103,433AmazonProprietary
70OpenAIGPT-5OpenAI1,427+/-431,604OpenAIProprietary
71智谱GLM-4.6智谱AI1,426+/-435,671智谱AIMIT
72DeepSeek-AIDeepSeek V3.2-Exp (thinking)DeepSeek-AI1,425+/-79,073DeepSeek-AIMIT
73Alibabaqwen3-max-2025-09-23Alibaba1,424+/-69,169AlibabaProprietary
74AnthropicClaude Opus 4 (thinking-16k)Anthropic1,424+/-436,922AnthropicProprietary
75DeepSeek-AIDeepSeek V3.2DeepSeek-AI1,424+/-445,279DeepSeek-AIMIT
76阿里Qwen3-235B-A22B-2507阿里巴巴1,423+/-391,971阿里巴巴Apache 2.0
77DeepSeek-AIDeepSeek V3.2-ExpDeepSeek-AI1,423+/-611,934DeepSeek-AIMIT
78DeepSeek-AIDeepSeek-R1-0528DeepSeek-AI1,422+/-618,466DeepSeek-AIMIT
79DeepSeek-AIDeepSeek V3.2 (thinking)DeepSeek-AI1,422+/-439,400DeepSeek-AIMIT
80xAIGrok 4 FastxAI1,421+/-86,816xAIProprietary
81百度ERNIE 5.0百度1,419+/-94,711百度Proprietary
82Moonshot AIKimi K2 0905Moonshot AI1,418+/-611,798Moonshot AIModified MIT
83DeepSeek-AIDeepSeek-V3.1DeepSeek-AI1,418+/-614,974DeepSeek-AIMIT
84阿里Qwen3.5-122B-A10B阿里巴巴1,418+/-522,879阿里巴巴Apache 2.0
85Tencenthunyuan-hy3-previewTencent1,417+/-85,179Tencenttencent-hunyuan-community
86Moonshot AIKimi K2Moonshot AI1,417+/-527,647Moonshot AIModified MIT
87DeepSeek-AIDeepSeek-V3.1 Terminus (thinking)DeepSeek-AI1,417+/-103,470DeepSeek-AIMIT
88DeepSeek-AIDeepSeek-V3.1 (thinking)DeepSeek-AI1,417+/-711,750DeepSeek-AIMIT
89DeepSeek-AIDeepSeek-V3.1 TerminusDeepSeek-AI1,416+/-103,705DeepSeek-AIMIT
90Amazonamazon-nova-experimental-chat-26-01-10Amazon1,416+/-103,414AmazonProprietary
91阿里Qwen3-VL-235B-A22B-Instruct阿里巴巴1,415+/-611,520阿里巴巴Apache 2.0
92MistralAIMistral Large 3MistralAI1,415+/-441,710MistralAIApache 2.0
93OpenAIGPT-4.1OpenAI1,413+/-451,005OpenAIProprietary
94AnthropicClaude Opus 4Anthropic1,412+/-444,235AnthropicProprietary
95xAIGrok 3xAI1,412+/-432,912xAIProprietary
96智谱GLM-4.5智谱AI1,411+/-524,327智谱AIMIT
97Google Deep MindGemini 2.5 FlashGoogle Deep Mind1,411+/-3118,261Google Deep MindProprietary
98AnthropicHaiku 4.5Anthropic1,410+/-370,753AnthropicProprietary
99xAIGrok 4xAI1,410+/-441,412xAIProprietary
100MistralAIMagistral-Medium-2506MistralAI1,410+/-388,070MistralAIProprietary
101MiniMaxAIMiniMax-M2.7MiniMaxAI1,409+/-516,832MiniMaxAIModified MIT
102阿里Qwen3.5-27B阿里巴巴1,409+/-522,288阿里巴巴Apache 2.0
103OpenAIGPT-5.4 nano (high)OpenAI1,406+/-518,176OpenAIProprietary
104Google Deep MindGemini 2.5 Flash-Preview-09-2025Google Deep Mind1,405+/-432,924Google Deep MindProprietary
105xAIGrok 4 Fast (fast-reasoning)xAI1,404+/-518,725xAIProprietary
106Alibabaqwen3-235b-a22b-no-thinkingAlibaba1,403+/-538,234AlibabaApache 2.0
107OpenAIOpenAI o1OpenAI1,402+/-427,807OpenAIProprietary
108阿里Qwen3-Next阿里巴巴1,402+/-522,879阿里巴巴Apache 2.0
109Meituanlongcat-flash-chatMeituan1,401+/-611,405MeituanMIT
110Alibabaqwen3-235b-a22b-thinking-2507Alibaba1,400+/-79,001AlibabaApache 2.0
111AnthropicClaude Sonnet 4 (thinking-32k)Anthropic1,399+/-435,118AnthropicProprietary
112DeepSeek-AIDeepSeek-R1DeepSeek-AI1,398+/-518,524DeepSeek-AIMIT
113阿里Qwen3.5-35B-A3B阿里巴巴1,397+/-523,292阿里巴巴Apache 2.0
114Tencenthunyuan-vision-1.5-thinkingTencent1,396+/-122,219TencentProprietary
115StepFunAIStep 3.5 FlashStepFunAI1,396+/-523,104StepFunAIProprietary
116阿里Qwen3-VL-235B-A22B-Instruct (thinking)阿里巴巴1,396+/-77,943阿里巴巴Apache 2.0
117DeepSeek-AIDeepSeek-V3-0324DeepSeek-AI1,395+/-445,524DeepSeek-AIMIT
118StepFunAIStep 3.5 FlashStepFunAI1,395+/-428,373StepFunAIApache 2.0
119Amazonamazon-nova-experimental-chat-12-10Amazon1,395+/-103,681AmazonProprietary
120MiniMaxAIMiniMax M2.5MiniMaxAI1,394+/-428,721MiniMaxAIModified MIT
121XImimo-v2-flash (non-thinking)Xiaomi1,393+/-440,685XiaomiMIT
122Microsoft AImai-1-previewMicrosoft AI1,393+/-517,895Microsoft AIProprietary
123OpenAIGPT-5-mini (high)OpenAI1,390+/-527,046OpenAIProprietary
124OpenAIOpenAI o4 - miniOpenAI1,390+/-445,449OpenAIProprietary
125AnthropicClaude Sonnet 4Anthropic1,389+/-440,330AnthropicProprietary
126OpenAIOpenAI o1OpenAI1,388+/-531,122OpenAIProprietary
127腾讯Hunyuan-T1腾讯AI实验室1,387+/-94,714腾讯AI实验室Proprietary
128阿里Qwen3-Coder-480B-A35B阿里巴巴1,387+/-525,753阿里巴巴Apache 2.0
129XImimo-v2-flash (thinking)Xiaomi1,387+/-610,972XiaomiMIT
130AnthropicClaude Sonnet 3.7 (thinking-32k)Anthropic1,387+/-438,838AnthropicProprietary
131Mistralmistral-medium-2505Mistral1,387+/-533,236MistralProprietary
132MiniMaxAIM2.1MiniMaxAI1,385+/-517,149MiniMaxAIMIT
133阿里Qwen3-30B-A3B-2507阿里巴巴1,383+/-523,756阿里巴巴Apache 2.0
134OpenAIGPT-4.1 miniOpenAI1,382+/-439,352OpenAIProprietary
135Tencenthunyuan-turbos-20250416Tencent1,382+/-610,722TencentProprietary
136Google Deep MindGemini 2.5 Flash-Lite-Preview-09-2025 (no-thinking)Google Deep Mind1,380+/-347,255Google Deep MindProprietary
137智谱GLM-4.6V智谱AI1,378+/-112,806智谱AIMIT
138ARtrinity-large-previewArcee AI1,376+/-524,693Arcee AIApache 2.0
139阿里Qwen3-235B-A22B阿里巴巴1,375+/-526,279阿里巴巴Apache 2.0
140Google Deep MindGemini 2.5 Flash-Lite (thinking)Google Deep Mind1,375+/-532,934Google Deep MindProprietary
141阿里Qwen2.5-Max阿里巴巴1,374+/-432,621阿里巴巴Proprietary
142ARtrinity-large-thinkingArcee AI1,373+/-516,238Arcee AIApache 2.0
143智谱GLM-4.5-Air智谱AI1,373+/-431,108智谱AIMIT
144AnthropicClaude 3.5 SonnetAnthropic1,372+/-388,352AnthropicProprietary
145AnthropicClaude Sonnet 3.7Anthropic1,371+/-443,194AnthropicProprietary
146阿里Qwen3-Next (thinking)阿里巴巴1,369+/-613,706阿里巴巴Apache 2.0
147智谱GLM-4.7-Flash智谱AI1,368+/-611,750智谱AIMIT
148Amazonamazon-nova-experimental-chat-11-10Amazon1,367+/-425,412AmazonProprietary
149Google Deep MindGemma 3 - 27B (IT)Google Deep Mind1,366+/-447,556Google Deep MindGemma
150MiniMaxminimax-m1MiniMax1,364+/-435,216MiniMaxApache 2.0
151OpenAIOpenAI o3-mini (high)OpenAI1,363+/-518,589OpenAIProprietary
152OpenAIOpenAI o3-mini (high)OpenAI1,362+/-516,971OpenAIProprietary
153Nvidianvidia-nemotron-3-super-120b-a12bNvidia1,361+/-77,420NvidiaNVIDIA Open Model
154DeepMindGemini 2.0 Flash ExperimentalDeepMind1,360+/-443,763DeepMindProprietary
155DeepSeek-AIDeepSeek-V3DeepSeek-AI1,358+/-521,770DeepSeek-AIDeepSeek
156MistralAIMistral-Small-3.2MistralAI1,357+/-517,714MistralAIApache 2.0
157xAIgrok-3-mini-betaxAI1,357+/-522,726xAIProprietary
158PRintellect-3Prime Intellect1,357+/-85,329Prime IntellectMIT
159CohereAIC4AI Command A (202503)CohereAI1,354+/-356,291CohereAICC-BY-NC-4.0
160智谱GLM-4.5V智谱AI1,353+/-84,964智谱AIMIT
161DeepMindGemini 2.0 Flash-LiteDeepMind1,353+/-424,955DeepMindProprietary
162OpenAIGPT OSS 120BOpenAI1,353+/-430,650OpenAIApache 2.0
163Google Deep MindGemini 1.5 ProGoogle Deep Mind1,351+/-355,606Google Deep MindProprietary
164Amazonamazon-nova-experimental-chat-10-20Amazon1,350+/-611,473AmazonProprietary
165Tencenthunyuan-turbos-20250226Tencent1,349+/-122,220TencentProprietary
166StepFunAIStep3StepFunAI1,348+/-76,550StepFunAIApache 2.0
167Amazonamazon-nova-experimental-chat-10-09Amazon1,348+/-112,841AmazonProprietary
168OpenAIOpenAI o3-miniOpenAI1,348+/-457,352OpenAIProprietary
169Nvidiallama-3.1-nemotron-ultra-253b-v1Nvidia1,347+/-122,549NvidiaNvidia Open Model
170阿里Qwen3-32B阿里巴巴1,347+/-93,926阿里巴巴Apache 2.0
171INmercury-2Inception AI1,347+/-113,120Inception AIProprietary
172INling-flash-2.0InclusionAI1,346+/-77,012InclusionAIMIT
173MiniMaxAIMiniMax M2MiniMaxAI1,346+/-86,871MiniMaxAIApache 2.0
174Alibabaqwen-plus-0125Alibaba1,346+/-85,819AlibabaProprietary
175OpenAIGPT-4oOpenAI1,345+/-3112,881OpenAIProprietary
176Nvidianvidia-llama-3.3-nemotron-super-49b-v1.5Nvidia1,343+/-103,344NvidiaNvidia Open
177ZHglm-4-plus-0111Zhipu1,343+/-85,760ZhipuProprietary
178AnthropicClaude 3.5 SonnetAnthropic1,342+/-382,419AnthropicProprietary
179Google Deep MindGemma 3 - 12B (IT)Google Deep Mind1,342+/-103,829Google Deep MindGemma
180Tencenthunyuan-turbo-0110Tencent1,340+/-122,290TencentProprietary
181OpenAIGPT-5-Nano (high)OpenAI1,337+/-78,273OpenAIProprietary
182亚马Nova 2 Lite亚马逊1,337+/-612,239亚马逊Proprietary
183OpenAIOpenAI o1-miniOpenAI1,337+/-451,981OpenAIProprietary
184阿里QwQ-32B阿里巴巴1,336+/-425,402阿里巴巴Apache 2.0
185xAIGrok 2xAI1,335+/-463,498xAIProprietary
186Googlegemini-advanced-0514Google1,335+/-550,148GoogleProprietary
187OpenAIGPT-4oOpenAI1,335+/-445,499OpenAIProprietary
188Metallama-3.1-405b-instruct-bf16Meta1,334+/-441,375MetaLlama 3.1 Community
189StepFunstep-2-16k-exp-202412StepFun1,334+/-94,833StepFunProprietary
190Metallama-3.1-405b-instruct-fp8Meta1,333+/-459,656MetaLlama 3.1 Community
191AIolmo-3.1-32b-instructAi21,330+/-612,230Ai2Apache 2.0
19201yi-lightning01 AI1,328+/-527,33201 AIProprietary
193AImolmo-2-8bAi21,328+/-21805Ai2Apache 2.0
194Nvidiallama-3.3-nemotron-49b-super-v1Nvidia1,328+/-122,218NvidiaNvidia
195阿里Qwen3-30B-A3B阿里巴巴1,327+/-526,502阿里巴巴Apache 2.0
196Metallama-4-maverick-17b-128e-instructMeta1,327+/-439,990MetaLlama 4
197Tencenthunyuan-large-2025-02-10Tencent1,326+/-103,738TencentProprietary
198OpenAIgpt-4-turbo-2024-04-09OpenAI1,324+/-498,114OpenAIProprietary
199DeepSeekdeepseek-v2.5-1210DeepSeek1,323+/-86,795DeepSeekDeepSeek
200AnthropicClaude 3.5 HaikuAnthropic1,323+/-370,008AnthropicProprietary
201Google Deep MindGemini 1.5 ProGoogle Deep Mind1,323+/-479,138Google Deep MindProprietary
202Metallama-4-scout-17b-16e-instructMeta1,322+/-530,305MetaLlama
203OpenAIGPT-4.1 nanoOpenAI1,322+/-86,103OpenAIProprietary
204AnthropicClaude3-OpusAnthropic1,321+/-3194,909AnthropicProprietary
205INring-flash-2.0InclusionAI1,321+/-77,152InclusionAIMIT
206StepFunstep-1o-turbo-202506StepFun1,320+/-79,036StepFunProprietary
207ZHglm-4-plusZhipu AI1,319+/-526,126Zhipu AIProprietary
208Google Deep MindGemma-3n-E4BGoogle Deep Mind1,318+/-522,607Google Deep MindGemma
209FALlama3.3-70B-InstructFacebook AI研究实验室1,318+/-354,744Facebook AI研究实验室Llama-3.3
210Alibabaqwen-max-0919Alibaba1,318+/-616,478AlibabaQwen
211OpenAIGPT-4o miniOpenAI1,317+/-468,710OpenAIProprietary
212OpenAIGPT OSS 20BOpenAI1,317+/-610,633OpenAIApache 2.0
213Nvidianvidia-nemotron-3-nano-30b-a3b-bf16Nvidia1,316+/-615,515NvidiaNVIDIA Open Model
214Alibabaqwen2.5-plus-1127Alibaba1,315+/-610,187AlibabaProprietary
215NEathene-v2-chatNexusFlow1,314+/-524,739NexusFlowNexusFlow
216Mistralmistral-large-2407Mistral1,314+/-445,459MistralMistral Research
217OpenAIGPT-4OpenAI1,312+/-493,439OpenAIProprietary
218OpenAIGPT-4OpenAI1,312+/-4100,105OpenAIProprietary
219IBgranite-4.1-8bIBM1,311+/-113,243IBMApache 2.0
220Tencenthunyuan-standard-2025-02-10Tencent1,311+/-103,904TencentProprietary
221Googlegemini-1.5-flash-002Google1,309+/-434,902GoogleProprietary
222xAIgrok-2-mini-2024-08-13xAI1,308+/-452,567xAIProprietary
223DeepSeek-AIDeepSeek V2.5DeepSeek-AI1,307+/-524,572DeepSeek-AIDeepSeek
224INmercuryInception AI1,306+/-141,955Inception AIProprietary
225NEathene-70b-0725NexusFlow1,306+/-619,621NexusFlowCC-BY-NC-4.0
226AIolmo-3-32b-thinkAi21,305+/-85,951Ai2Apache 2.0
227Mistralmistral-large-2411Mistral1,305+/-428,073MistralMRL
228MistralAIMagistral-Medium-2506MistralAI1,304+/-611,639MistralAIProprietary
229Google Deep MindGemma 3 - 4B (IT)Google Deep Mind1,303+/-94,171Google Deep MindGemma
230MistralAIMistral-Small-3.1-24B-Instruct-2503MistralAI1,303+/-533,232MistralAIApache 2.0
231阿里Qwen2.5-VL-72B-Instruct阿里巴巴1,303+/-439,406阿里巴巴Qwen
232FALlama3.1-70B-InstructFacebook AI研究实验室1,299+/-87,140Facebook AI研究实验室Llama 3.1
233Tencenthunyuan-large-visionTencent1,294+/-95,371TencentProprietary
234FALlama3.1-70B-InstructFacebook AI研究实验室1,293+/-455,240Facebook AI研究实验室Llama 3.1 Community
235Amazonamazon-nova-pro-v1.0Amazon1,290+/-524,745AmazonProprietary
236AIjamba-1.5-largeAI21 Labs1,289+/-78,662AI21 LabsJamba Open
237Googlegemma-2-27b-itGoogle1,288+/-375,754GoogleGemma license
238REreka-core-20240904Reka AI1,287+/-77,312Reka AIProprietary
239IBibm-granite-h-smallIBM1,287+/-85,681IBMApache 2.0
240OpenAIGPT-4OpenAI1,286+/-554,173OpenAIProprietary
241AIllama-3.1-tulu-3-70bAi21,286+/-102,846Ai2Llama 3.1
242Googlegemini-1.5-flash-001Google1,286+/-562,833GoogleProprietary
243Nvidiallama-3.1-nemotron-51b-instructNvidia1,286+/-103,749NvidiaLlama 3.1
244AIolmo-3.1-32b-thinkAi21,285+/-78,506Ai2Apache 2.0
245AnthropicClaude3-SonnetAnthropic1,280+/-4109,284AnthropicProprietary
246PRgemma-2-9b-it-simpoPrinceton1,279+/-710,072PrincetonMIT
247Nvidianemotron-4-340b-instructNvidia1,276+/-519,659NvidiaNVIDIA Open Model
248Coherecommand-r-plus-08-2024Cohere1,276+/-79,866CohereCC-BY-NC-4.0
249FALlama3-70B-InstructFacebook AI研究实验室1,276+/-4156,876Facebook AI研究实验室Llama 3 Community
250OpenAIGPT-4OpenAI1,274+/-488,723OpenAIProprietary
251MistralAIMistral Small 24B Instruct 2501MistralAI1,274+/-614,681MistralAIApache 2.0
252智谱GLM4智谱AI1,273+/-79,788智谱AIProprietary
253REreka-flash-20240904Reka AI1,271+/-77,536Reka AIProprietary
254阿里Qwen2.5-Coder-32B-Instruct阿里巴巴1,270+/-85,432阿里巴巴Apache 2.0
255CohereAIC4AI Aya Vision 32BCohereAI1,267+/-527,124CohereAICC-BY-NC-4.0
256Googlegemma-2-9b-itGoogle1,266+/-454,611GoogleGemma license
257DeepSeekdeepseek-coder-v2DeepSeek1,264+/-615,147DeepSeekDeepSeek License
258CohereAIC4AI Command R+CohereAI1,261+/-477,554CohereAICC-BY-NC-4.0
259阿里Qwen2-72B-Instruct阿里巴巴1,261+/-537,325阿里巴巴Qianwen LICENSE
260AnthropicClaude3-HaikuAnthropic1,260+/-4117,701AnthropicProprietary
261Amazonamazon-nova-lite-v1.0Amazon1,260+/-519,372AmazonProprietary
262Googlegemini-1.5-flash-8b-001Google1,258+/-435,558GoogleProprietary
263Microsoft AzurePhi 4 - 14BMicrosoft Azure1,256+/-524,126Microsoft AzureMIT
264AIolmo-2-0325-32b-instructAi21,251+/-113,334Ai2Apache-2.0
265Coherecommand-r-08-2024Cohere1,249+/-710,140CohereCC-BY-NC-4.0
266Mistralmistral-large-2402Mistral1,241+/-562,436MistralProprietary
267Amazonamazon-nova-micro-v1.0Amazon1,240+/-519,364AmazonProprietary
268AIjamba-1.5-miniAI21 Labs1,239+/-78,858AI21 LabsJamba Open
269Mistralministral-8b-2410Mistral1,237+/-94,781MistralMRL
270Googlegemini-pro-dev-apiGoogle1,235+/-718,354GoogleProprietary
271阿里Qwen1.5-110B-Chat阿里巴巴1,233+/-626,195阿里巴巴Qianwen LICENSE
272Tencenthunyuan-standard-256kTencent1,233+/-122,728TencentProprietary
273REreka-flash-21b-20240226-onlineReka AI1,232+/-715,450Reka AIProprietary
274阿里Qwen1.5-72B-Chat阿里巴巴1,232+/-539,302阿里巴巴Qianwen LICENSE
275MistralAIMixtral-8x22B-Instruct-v0.1MistralAI1,228+/-551,416MistralAIApache 2.0
276Coherecommand-rCohere1,226+/-554,036CohereCC-BY-NC-4.0
277REreka-flash-21b-20240226Reka AI1,226+/-624,806Reka AIProprietary
278OpenAIgpt-3.5-turbo-0125OpenAI1,223+/-566,207OpenAIProprietary
279FALlama3-8B-InstructFacebook AI研究实验室1,223+/-4104,642Facebook AI研究实验室Llama 3 Community
280CohereAIC4AI Aya Vision 8BCohereAI1,223+/-79,818CohereAICC-BY-NC-4.0
281Mistralmistral-mediumMistral1,222+/-634,550MistralProprietary
282DeepMindGemini-proDeepMind1,221+/-126,390DeepMindProprietary
283AIllama-3.1-tulu-3-8bAi21,220+/-112,896Ai2Llama 3.1
284零一Yi-1.5-34B零一万物1,212+/-524,146零一万物Apache-2.0
285HUzephyr-orpo-141b-A35b-v0.1HuggingFace1,212+/-114,652HuggingFaceApache 2.0
286FALlama3.1-8B-InstructFacebook AI研究实验室1,211+/-449,605Facebook AI研究实验室Llama 3.1 Community
287FALlama3.1-8B-InstructFacebook AI研究实验室1,208+/-113,090Facebook AI研究实验室Apache 2.0
288Alibabaqwen1.5-32b-chatAlibaba1,203+/-621,741AlibabaQianwen LICENSE
289OpenAIgpt-3.5-turbo-1106OpenAI1,202+/-916,619OpenAIProprietary
290Googlegemma-2-2b-itGoogle1,199+/-446,616GoogleGemma license
291Microsoft AzurePhi-3-medium 14B-previewMicrosoft Azure1,197+/-525,055Microsoft AzureMIT
292Mistralmixtral-8x7b-instruct-v0.1Mistral1,196+/-473,503MistralApache 2.0
293DADBRX Instructdatabricks1,194+/-632,191databricksDBRX LICENSE
294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
295阿里Qwen1.5-14B-Chat阿里巴巴1,190+/-717,839阿里巴巴Qianwen LICENSE
296WIWizardLM-70B-V1.0WizardLM Team1,184+/-98,214WizardLM TeamLlama 2 Community
297DeepSeek-AIDeepSeek LLM 67B ChatDeepSeek-AI1,183+/-124,932DeepSeek-AIDeepSeek License
298零一Yi-34B零一万物1,183+/-715,483零一万物Yi License
299IBgranite-3.0-8b-instructIBM1,181+/-96,638IBMApache 2.0
300OPopenchat-3.5OpenChat1,181+/-107,968OpenChatApache-2.0
301OPopenchat-3.5-0106OpenChat1,181+/-812,637OpenChatApache-2.0
302Google ResearchGemma 1.1-7B-ITGoogle Research1,180+/-623,893Google ResearchGemma license
303SNsnowflake-arctic-instructSnowflake1,178+/-632,832SnowflakeApache 2.0
304IBgranite-3.1-2b-instructIBM1,178+/-113,188IBMApache 2.0
305ALtulu-2-dpo-70bAllenAI/UW1,177+/-106,535AllenAI/UWAI2 ImpACT Low-risk
306NOopenhermes-2.5-mistral-7bNousResearch1,174+/-105,006NousResearchApache-2.0
307LMVicuna 33BLM-SYS1,172+/-622,479LM-SYSNon-commercial
308NEstarling-lm-7b-betaNexusflow1,171+/-716,056NexusflowApache-2.0
309Microsoft AzurePhi-3-small 7BMicrosoft Azure1,170+/-617,766Microsoft AzureMIT
310Metallama-2-70b-chatMeta1,170+/-638,492MetaLlama 2 Community
311UCstarling-lm-7b-alphaUC Berkeley1,166+/-810,224UC BerkeleyCC-BY-NC-4.0
312Metallama-3.2-3b-instructMeta1,166+/-87,936MetaLlama 3.2
313NOnous-hermes-2-mixtral-8x7b-dpoNousResearch1,164+/-123,777NousResearchApache-2.0
314阿里QwQ-32B-Preview阿里巴巴1,155+/-123,231阿里巴巴Apache 2.0
315阿里Qwen3-VL-2B阿里巴巴1,155+/-86,837阿里巴巴Apache 2.0
316Nvidiallama2-70b-steerlm-chatNvidia1,154+/-133,585NvidiaLlama 2 Community
317UPsolar-10.7b-instruct-v1.0Upstage AI1,151+/-134,155Upstage AICC-BY-NC-4.0
318COdolphin-2.2.1-mistral-7bCognitive Computations1,151+/-151,679Cognitive ComputationsApache-2.0
319MOMPT-30B-ChatMosaicML1,149+/-122,572MosaicMLCC-BY-NC-SA-4.0
320MistralAIMistral-7B-Instruct-v0.2MistralAI1,148+/-719,402MistralAIApache-2.0
321Microsoftwizardlm-13bMicrosoft1,148+/-97,044MicrosoftLlama 2 Community
322TIfalcon-180b-chatTII1,146+/-171,295TIIFalcon-180B TII License
323阿里Qwen1.5-7B-Chat阿里巴巴1,143+/-104,737阿里巴巴Qianwen LICENSE
324Microsoft AzurePhi-3-mini 3.8BMicrosoft Azure1,142+/-612,297Microsoft AzureMIT
325百川Baichuan2-13B-Chat百川智能1,141+/-719,174百川智能Llama 2 Community
326LMVicuna 13BLM-SYS1,140+/-719,367LM-SYSLlama 2 Community
327阿里Qwen-14B-Chat阿里巴巴1,138+/-114,964阿里巴巴Qianwen LICENSE
328Google ResearchPaLM 2Google Research1,137+/-98,554Google ResearchProprietary
329Google ResearchGemma 7B - ItGoogle Research1,136+/-108,925Google ResearchGemma license
330FACodeLLaMA-34BFacebook AI研究实验室1,136+/-97,366Facebook AI研究实验室Llama 2 Community
331HUzephyr-7b-betaHuggingFace1,130+/-911,118HuggingFaceMIT
332Microsoft AzurePhi-3-mini 3.8BMicrosoft Azure1,128+/-720,685Microsoft AzureMIT
333Microsoft AzurePhi-3-mini 3.8BMicrosoft Azure1,127+/-620,118Microsoft AzureMIT
334UWguanaco-33bUW1,126+/-122,921UWNon-commercial
335HUzephyr-7b-alphaHuggingFace1,126+/-161,785HuggingFaceMIT
336TOstripedhyena-nous-7bTogether AI1,120+/-115,182Together AIApache 2.0
337FACodeLlama-70B-InstructFacebook AI研究实验室1,118+/-181,143Facebook AI研究实验室Llama 2 Community
338Google ResearchGemma 1.1-2B-ITGoogle Research1,114+/-810,854Google ResearchGemma license
339LMVicuna 7BLM-SYS1,114+/-96,923LM-SYSLlama 2 Community
340HUsmollm2-1.7b-instructHuggingFace1,113+/-142,199HuggingFaceApache 2.0
341Metallama-3.2-1b-instructMeta1,110+/-88,045MetaLlama 3.2
342MistralAIMistral 7B InstructMistralAI1,109+/-98,977MistralAIApache 2.0
343百川Baichuan2-7B-Chat百川智能1,107+/-714,148百川智能Llama 2 Community
344Google ResearchGemma 2B - ItGoogle Research1,092+/-124,780Google ResearchGemma license
345阿里Qwen1.5-4B-Chat阿里巴巴1,089+/-97,597阿里巴巴Qianwen LICENSE
346AIolmo-7b-instructAi21,073+/-116,328Ai2Apache-2.0
347UCkoala-13bUC Berkeley1,069+/-106,965UC BerkeleyNon-commercial
348STalpaca-13bStanford1,067+/-115,745StanfordNon-commercial
349NOgpt4all-13b-snoozyNomic AI1,065+/-151,743Nomic AINon-commercial
350MOMPT-7B-ChatMosaicML1,061+/-123,924MosaicMLCC-BY-NC-SA-4.0
351智谱ChatGLM3-6B智谱AI1,055+/-124,658智谱AIApache-2.0
352RWRWKV-4-Raven-14BRWKV1,040+/-114,845RWKVApache 2.0
353智谱ChatGLM2-6B智谱AI1,023+/-142,658智谱AIApache-2.0
354OPoasst-pythia-12bOpenAssistant1,021+/-116,310OpenAssistantApache 2.0
355智谱ChatGLM-6B智谱AI994+/-134,914智谱AINon-commercial
356LMfastchat-t5-3bLMSYS991+/-124,203LMSYSApache 2.0
357DAdolly-v2-12bDatabricks979+/-143,412DatabricksMIT
358FALLaMA 13BFacebook AI研究实验室972+/-162,391Facebook AI研究实验室Non-commercial
359STstablelm-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。