DataLearner 标志

Text Generation Arena 文本生成模型排行榜

基于 Text Generation Arena 用户匿名投票的最新AI文本生成模型排行榜,涵盖各模型的 Elo 得分、95% 置信区间、投票量、机构与许可证。

榜首模型

Claude Fable 5

最高得分

1,506

模型数量

390

数据版本

2026年08月12日

数据来源: LM Arena

关于本排行榜

本排行榜展示了当前最强 AI 大模型在文本生成任务中的综合实力排名。数据来源于 LMArena(前身为 LMSYS Chatbot Arena),这是目前全球最大的 AI 模型众包评测平台。用户在平台上与两个匿名模型同时对话,并投票选出更好的回答——排名完全由真实用户的偏好决定,而非实验室基准测试。

评测方法概要

匿名盲测:用户同时与两个"隐藏身份"的模型对话,根据回答质量投票,排除品牌偏见。

Elo 评分:基于国际象棋领域的 Elo Rating 体系(Bradley-Terry 模型),通过对战结果计算每个模型的实力分数。分数越高,说明模型在真实对话中被用户选中的概率越大。

场景覆盖广泛:涵盖编程、创意写作、数学推理、知识问答、角色扮演等高频真实场景。

DataLearner 在原始数据基础上提供中文解读与深度分析,并将排行榜模型关联至 DataLearner 模型库,方便您一键查看模型详情、API 定价、评测得分等完整信息。

榜单历史快照月份:

排名总表

排名模型名称得分95% CI投票数机构许可证
AnthropicClaude Fable 5Anthropic1,506+/-521,533AnthropicProprietary
Anthropicclaude-opus-4-6-highAnthropic1,505+/-472,516AnthropicProprietary
Anthropicclaude-opus-4-7-highAnthropic1,502+/-460,331AnthropicProprietary
4Metamuse-spark-1.2 (xHigh)Meta1,498+/-103,280MetaProprietary
5AnthropicClaude Opus 4.6Anthropic1,497+/-376,474AnthropicProprietary
6AnthropicOpus 4.7Anthropic1,494+/-461,419AnthropicProprietary
7AnthropicClaude Opus 5 (high)Anthropic1,493+/-520,030AnthropicProprietary
8Qwen3.8-Max阿里巴巴1,491+/-87,004阿里巴巴Proprietary
9Googlegemini-3.7-flash-highGoogle1,490+/-85,744GoogleProprietary
10AnthropicClaude Opus 5 (max)Anthropic1,489+/-79,679AnthropicProprietary
11Muse Spark 1.1Facebook AI研究实验室1,489+/-616,928Facebook AI研究实验室Proprietary
12Moonshot AIKimi K3 (max)Moonshot AI1,489+/-611,969Moonshot AIKimi K3 license
13Muse SparkFacebook AI研究实验室1,488+/-613,592Facebook AI研究实验室Proprietary
14Google Deep MindGemini 3.1 Pro PreviewGoogle Deep Mind1,486+/-395,107Google Deep MindProprietary
15Google Deep MindGemini 3 ProGoogle Deep Mind1,485+/-441,509Google Deep MindProprietary
16Googlegemini-3.6-flash-highGoogle1,484+/-613,815GoogleProprietary
17OpenAIGPT-5.5 (high)OpenAI1,482+/-455,454OpenAIProprietary
18Anthropicclaude-opus-4-8-highAnthropic1,481+/-540,706AnthropicProprietary
19OpenAIgpt-5.6-sol-xhighOpenAI1,481+/-615,558OpenAIProprietary
20Googlegemini-3.5-flash-highGoogle1,477+/-525,861GoogleProprietary
21OpenAIGPT-5.5OpenAI1,477+/-456,736OpenAIProprietary
22OpenAIGPT-5.4 (high)OpenAI1,476+/-460,823OpenAIProprietary
23OpenAIGPT-5.2 Chat (0210)OpenAI1,476+/-434,385OpenAIProprietary
24xAIGrok 4.20 BetaxAI1,475+/-526,816xAIProprietary
25Googlegemini-3.5-flash-mediumGoogle1,474+/-524,043GoogleProprietary
26Qwen3.7-Max-Preview阿里巴巴1,474+/-103,717阿里巴巴Proprietary
27AnthropicClaude Opus 4.8Anthropic1,474+/-541,327AnthropicProprietary
28OpenAIGPT-5.5 InstantOpenAI1,473+/-525,904OpenAIProprietary
29Google Deep MindGemini 3.0 FlashGoogle Deep Mind1,473+/-430,870Google Deep MindProprietary
30Anthropicclaude-opus-4-5-20251101-high-32kAnthropic1,473+/-437,219AnthropicProprietary
31AnthropicClaude Sonnet 4.6Anthropic1,472+/-466,638AnthropicProprietary
32xAIgrok-4.20-beta-0309-reasoningxAI1,472+/-462,390xAIProprietary
33Z.aiglm-5.2-maxZ.ai1,471+/-526,973Z.aiMIT
34xAIgrok-4.20-multi-agent-beta-0309xAI1,470+/-460,966xAIProprietary
35AnthropicClaude Opus 4Anthropic1,469+/-371,031AnthropicProprietary
36xAIGrok 4.5xAI1,469+/-517,848xAIProprietary
37ERNIE-5.1-Preview百度1,468+/-537,209百度Proprietary
38mimo-v2.5-proXiaomi1,468+/-450,731XiaomiMIT
39GLM 5.1智谱AI1,467+/-439,164智谱AIMIT
40Qwen3.5 Max Preview阿里巴巴1,466+/-521,505阿里巴巴Proprietary
41OpenAIGPT-5.4OpenAI1,466+/-463,772OpenAIProprietary
42xAIGrok 4.1 ThinkingxAI1,466+/-365,586xAIProprietary
43OpenAIgpt-5.6-terra-xhighOpenAI1,464+/-616,134OpenAIProprietary
44SpaceXAIgrok-4.6-highSpaceXAI1,464+/-103,396SpaceXAIProprietary
45AnthropicClaude Sonnet 4.5 (high)Anthropic1,462+/-523,256AnthropicProprietary
46Moonshot AIKimi K2.6Moonshot AI1,461+/-537,613Moonshot AIModified MIT
47Qwen3.6-Max-Preview阿里巴巴1,460+/-85,205阿里巴巴Proprietary
48xAIGrok 4.1xAI1,459+/-367,801xAIProprietary
49Qwen3.7-Plus阿里巴巴1,458+/-530,847阿里巴巴Proprietary
50Google Deep MindGemini 3.0 Flash (minimal)Google Deep Mind1,458+/-386,476Google Deep MindProprietary
51DeepSeek-AIDeepSeek-V4-ProDeepSeek-AI1,458+/-454,397DeepSeek-AIMIT
52Google Deep MindGemini 3.5 Flash-LiteGoogle Deep Mind1,458+/-613,797Google Deep MindProprietary
53GLM-5智谱AI1,457+/-427,883智谱AIMIT
54Hy3腾讯AI实验室1,457+/-94,664腾讯AI实验室Apache 2.0
55Anthropicclaude-sonnet-4-5-20250929-high-32kAnthropic1,456+/-382,539AnthropicProprietary
56DOLA Seed 2.0 Pro字节跳动Seed团队1,456+/-374,657字节跳动Seed团队Proprietary
57DeepSeekdeepseek-v4-pro-high-previewDeepSeek1,456+/-451,759DeepSeekMIT
58AnthropicClaude Sonnet 4.5Anthropic1,455+/-380,922AnthropicProprietary
59OpenAIGPT-5.1 Pro (high)OpenAI1,455+/-440,963OpenAIProprietary
60DeepMindGemma 4 31BDeepMind1,451+/-85,899DeepMindApache 2.0
61Moonshot AIKimi K2 ThinkingMoonshot AI1,450+/-371,065Moonshot AIModified MIT
62OpenAIgpt-5.6-luna-xhighOpenAI1,450+/-616,550OpenAIProprietary
63ERNIE 5.0 Preview (1203)百度1,449+/-79,780百度Proprietary
64AnthropicOpus 4.1 (thinking-16k)Anthropic1,449+/-350,027AnthropicProprietary
65OpenAIGPT-5.3 ChatOpenAI1,449+/-432,866OpenAIProprietary
66mimo-v2-proXiaomi1,448+/-524,427XiaomiProprietary
67OpenAIGPT-5.4 mini (high)OpenAI1,448+/-459,640OpenAIProprietary
68AnthropicOpus 4.1Anthropic1,447+/-377,800AnthropicProprietary
69ERNIE 5.0 (0110)百度1,446+/-435,306百度Proprietary
70Google Deep MindGemini 2.5 ProGoogle Deep Mind1,445+/-2124,894Google Deep MindProprietary
71OpenAIGPT-4.5OpenAI1,445+/-614,547OpenAIProprietary
72MiniMaxAIMiniMax M3MiniMaxAI1,444+/-537,312MiniMaxAIMiniMax Community License
73Qwen 3.6 Plus Preview阿里巴巴1,444+/-445,482阿里巴巴Proprietary
74OpenAIGPT-4o(2025-03-27)OpenAI1,443+/-382,799OpenAIProprietary
75InklingThinking Machines Lab1,442+/-614,695Thinking Machines LabApache 2.0
76Qwen3.5-397B-A17B阿里巴巴1,442+/-466,749阿里巴巴Apache 2.0
77GLM-4.7智谱AI1,442+/-612,162智谱AIMIT
78xAIGrok 4.3 BetaxAI1,442+/-456,772xAIProprietary
79OpenAIGPT-5.1OpenAI1,439+/-443,657OpenAIProprietary
80DeepMindGemma 4 26B A4BDeepMind1,438+/-85,812DeepMindApache 2.0
81DeepSeekdeepseek-v4-flash-high-previewDeepSeek1,438+/-448,807DeepSeekMIT
82OpenAIGPT-5.2 Pro (high)OpenAI1,437+/-447,979OpenAIProprietary
83Meituanlongcat-flash-chat-2602-expMeituan1,436+/-528,029MeituanProprietary
84OpenAIGPT-5.2OpenAI1,436+/-379,510OpenAIProprietary
85DeepSeek-AIDeepSeek-V4-FlashDeepSeek-AI1,435+/-449,112DeepSeek-AIMIT
86Qwen3 Max (Preview)阿里巴巴1,434+/-427,872阿里巴巴Proprietary
87OpenAIGPT-5-Pro (high)OpenAI1,434+/-432,106OpenAIProprietary
88mimo-v2.5Xiaomi1,434+/-444,647XiaomiMIT
89GLM-5V-Turbo智谱AI1,433+/-79,402智谱AIProprietary
90Google Deep MindGemini 3.1 Flash-LiteGoogle Deep Mind1,432+/-460,707Google Deep MindProprietary
91Moonshot AIKimi K2.5 InstantMoonshot AI1,431+/-78,191Moonshot AIModified MIT
92OpenAIOpenAI o3OpenAI1,431+/-459,910OpenAIProprietary
93xAIGrok 4.1 Fast (fast-reasoning)xAI1,431+/-356,804xAIProprietary
94mimo-v2-omniXiaomi1,430+/-619,467XiaomiProprietary
95Moonshot AIKimi K2 Thinking (thinking-turbo)Moonshot AI1,430+/-362,149Moonshot AIModified MIT
96MistralAIMistral Medium 3.5MistralAI1,427+/-711,022MistralAIModified MIT
97NVIDIANemotron 3 UltraNVIDIA1,427+/-710,712NVIDIAOpenMDW-1.1
98OpenAIGPT-5.2 Chat (0210)OpenAI1,427+/-431,710OpenAIProprietary
99Metamuse-glimmerMeta1,426+/-103,733MetaApache-2.0
100Amazonamazon-nova-experimental-chat-26-02-10Amazon1,426+/-103,410AmazonProprietary
101DeepSeek-AIDeepSeek V3.2DeepSeek-AI1,425+/-447,336DeepSeek-AIMIT
102DeepSeek-AIDeepSeek V3.2-Exp (thinking)DeepSeek-AI1,425+/-79,115DeepSeek-AIMIT
103AnthropicClaude Opus 4 (thinking-16k)Anthropic1,425+/-437,019AnthropicProprietary
104GLM-4.6智谱AI1,424+/-435,848智谱AIMIT
105Alibabaqwen3-max-2025-09-23Alibaba1,424+/-69,200AlibabaProprietary
106Qwen3-235B-A22B-2507阿里巴巴1,423+/-397,483阿里巴巴Apache 2.0
107DeepSeek-AIDeepSeek V3.2-Exp (thinking)DeepSeek-AI1,423+/-441,153DeepSeek-AIMIT
108DeepSeek-AIDeepSeek V3.2-ExpDeepSeek-AI1,423+/-611,987DeepSeek-AIMIT
109DeepSeek-AIDeepSeek-R1-0528DeepSeek-AI1,422+/-618,501DeepSeek-AIMIT
110xAIGrok 4 FastxAI1,420+/-86,836xAIProprietary
111ERNIE 5.0百度1,418+/-94,738百度Proprietary
112Moonshot AIKimi K2Moonshot AI1,418+/-527,741Moonshot AIModified MIT
113Moonshot AIKimi K2 0905Moonshot AI1,418+/-611,817Moonshot AIModified MIT
114DeepSeek-AIDeepSeek-V3.1 Terminus (thinking)DeepSeek-AI1,417+/-103,464DeepSeek-AIMIT
115DeepSeek-AIDeepSeek-V3.1DeepSeek-AI1,417+/-615,030DeepSeek-AIMIT
116Qwen3.5-122B-A10B阿里巴巴1,417+/-428,449阿里巴巴Apache 2.0
117DeepSeek-AIDeepSeek-V3.1 (thinking)DeepSeek-AI1,416+/-711,799DeepSeek-AIMIT
118MiniMaxAIMiniMax-M2.7MiniMaxAI1,416+/-458,418MiniMaxAIModified MIT
119Amazonamazon-nova-experimental-chat-26-01-10Amazon1,415+/-103,424AmazonProprietary
120MistralAIMistral Large 3MistralAI1,415+/-359,309MistralAIApache 2.0
121DeepSeek-AIDeepSeek-V3.1 TerminusDeepSeek-AI1,415+/-103,701DeepSeek-AIMIT
122Qwen3-VL-235B-A22B-Instruct阿里巴巴1,414+/-611,561阿里巴巴Apache 2.0
123OpenAIGPT-4.1OpenAI1,414+/-451,146OpenAIProprietary
124Tencenthunyuan-hy3-previewTencent1,413+/-86,624Tencenttencent-hunyuan-community
125AnthropicHaiku 4.5Anthropic1,413+/-3118,496AnthropicProprietary
126AnthropicClaude Opus 4Anthropic1,413+/-444,354AnthropicProprietary
127xAIGrok 3xAI1,411+/-432,943xAIProprietary
128GLM-4.5智谱AI1,411+/-524,424智谱AIMIT
129Google Deep MindGemini 2.5 FlashGoogle Deep Mind1,410+/-2124,823Google Deep MindProprietary
130xAIGrok 4xAI1,409+/-441,566xAIProprietary
131MistralAIMagistral-Medium-2506MistralAI1,409+/-394,084MistralAIProprietary
132Qwen3.5-27B阿里巴巴1,408+/-427,333阿里巴巴Apache 2.0
133Google Deep MindGemini 2.5 Flash-Preview-09-2025Google Deep Mind1,404+/-433,073Google Deep MindProprietary
134xAIGrok 4 Fast (fast-reasoning)xAI1,404+/-518,814xAIProprietary
135Alibabaqwen3-235b-a22b-no-thinkingAlibaba1,403+/-538,301AlibabaApache 2.0
136OpenAIGPT-5.4 nano (high)OpenAI1,402+/-458,656OpenAIProprietary
137OpenAIOpenAI o1OpenAI1,402+/-427,807OpenAIProprietary
138Meituanlongcat-flash-chatMeituan1,401+/-611,431MeituanMIT
139Qwen3-Next阿里巴巴1,401+/-523,025阿里巴巴Apache 2.0
140AnthropicClaude Sonnet 4 (thinking-32k)Anthropic1,400+/-435,255AnthropicProprietary
141Alibabaqwen3-235b-a22b-thinking-2507Alibaba1,399+/-79,019AlibabaApache 2.0
142DeepSeek-AIDeepSeek-R1DeepSeek-AI1,398+/-518,524DeepSeek-AIMIT
143StepFunAIStep 3.5 FlashStepFunAI1,397+/-458,432StepFunAIProprietary
144DeepSeek-AIDeepSeek-V3-0324DeepSeek-AI1,396+/-445,629DeepSeek-AIMIT
145Qwen3.5-35B-A3B阿里巴巴1,395+/-429,130阿里巴巴Apache 2.0
146Qwen3-VL-235B-A22B-Instruct (thinking)阿里巴巴1,395+/-77,988阿里巴巴Apache 2.0
147Tencenthunyuan-vision-1.5-thinkingTencent1,395+/-122,234TencentProprietary
148StepFunAIStep 3.5 FlashStepFunAI1,395+/-457,512StepFunAIApache 2.0
149Amazonamazon-nova-experimental-chat-12-10Amazon1,394+/-103,708AmazonProprietary
150mimo-v2-flash (non-thinking)Xiaomi1,393+/-446,634XiaomiMIT
151MiniMaxAIMiniMax M2.5MiniMaxAI1,390+/-441,071MiniMaxAIModified MIT
152OpenAIOpenAI o4 - miniOpenAI1,390+/-445,587OpenAIProprietary
153OpenAIGPT-5-mini (high)OpenAI1,390+/-527,170OpenAIProprietary
154AnthropicClaude Sonnet 4Anthropic1,389+/-440,438AnthropicProprietary
155OpenAIOpenAI o1OpenAI1,389+/-531,122OpenAIProprietary
156AnthropicClaude3-Sonnet (thinking-32k)Anthropic1,388+/-438,880AnthropicProprietary
157Qwen3-Coder-480B-A35B阿里巴巴1,388+/-525,814阿里巴巴Apache 2.0
158Mistralmistral-medium-2505Mistral1,387+/-533,293MistralProprietary
159Hunyuan-T1腾讯AI实验室1,387+/-94,721腾讯AI实验室Proprietary
160mimo-v2-flash (thinking)Xiaomi1,386+/-610,990XiaomiMIT
161MiniMaxAIM2.1MiniMaxAI1,384+/-517,164MiniMaxAIMIT
162Qwen3-30B-A3B-2507阿里巴巴1,383+/-523,847阿里巴巴Apache 2.0
163OpenAIGPT-4.1 miniOpenAI1,383+/-439,423OpenAIProprietary
164Tencenthunyuan-turbos-20250416Tencent1,383+/-610,738TencentProprietary
165Google Deep MindGemini 2.5 Flash-Lite-Preview-09-2025 (no-thinking)Google Deep Mind1,380+/-347,462Google Deep MindProprietary
166trinity-large-preview Apache 2.01,379+/-429,909
167solar-pro4Upstage1,377+/-122,450UpstageProprietary
168GLM-4.6V智谱AI1,377+/-112,819智谱AIMIT
169Google Deep MindGemini 2.5 Flash-Lite (thinking)Google Deep Mind1,375+/-533,043Google Deep MindProprietary
170Qwen3-235B-A22B阿里巴巴1,375+/-526,344阿里巴巴Apache 2.0
171Qwen2.5-Max阿里巴巴1,374+/-432,630阿里巴巴Proprietary
172AnthropicClaude 3.5 SonnetAnthropic1,373+/-388,406AnthropicProprietary
173GLM-4.5-Air智谱AI1,373+/-431,220智谱AIMIT
174AnthropicClaude3-SonnetAnthropic1,372+/-443,244AnthropicProprietary
175trinity-large-thinking Apache 2.01,369+/-529,034
176Qwen3-Next (thinking)阿里巴巴1,369+/-613,764阿里巴巴Apache 2.0
177GLM-4.7-Flash智谱AI1,367+/-611,755智谱AIMIT
178Google Deep MindGemma 3 - 27B (IT)Google Deep Mind1,366+/-447,585Google Deep MindGemma
179Amazonamazon-nova-experimental-chat-11-10Amazon1,366+/-425,445AmazonProprietary
180OpenAIOpenAI o3-mini (high)OpenAI1,364+/-518,589OpenAIProprietary
181MiniMaxminimax-m1MiniMax1,363+/-435,269MiniMaxApache 2.0
182OpenAIOpenAI o3-mini (high)OpenAI1,362+/-517,024OpenAIProprietary
183Nvidianvidia-nemotron-3-super-120b-a12bNvidia1,360+/-77,536NvidiaNVIDIA Open Model
184DeepMindGemini 2.0 Flash ExperimentalDeepMind1,360+/-443,800DeepMindProprietary
185DeepSeek-AIDeepSeek-V3DeepSeek-AI1,359+/-521,770DeepSeek-AIDeepSeek
186MistralAIMistral-Small-3.2MistralAI1,357+/-517,770MistralAIApache 2.0
187xAIgrok-3-mini-betaxAI1,356+/-522,786xAIProprietary
188intellect-3 MIT1,356+/-85,364
189CohereAIC4AI Command A (202503)CohereAI1,354+/-356,431CohereAICC-BY-NC-4.0
190DeepMindGemini 2.0 Flash-LiteDeepMind1,354+/-424,955DeepMindProprietary
191GLM-4.5V智谱AI1,353+/-84,971智谱AIMIT
192OpenAIGPT OSS 120BOpenAI1,352+/-430,775OpenAIApache 2.0
193Google Deep MindGemini 1.5 ProGoogle Deep Mind1,351+/-355,606Google Deep MindProprietary
194Amazonamazon-nova-experimental-chat-10-20Amazon1,349+/-611,547AmazonProprietary
195Tencenthunyuan-turbos-20250226Tencent1,349+/-122,220TencentProprietary
196StepFunAIStep3StepFunAI1,348+/-76,560StepFunAIApache 2.0
197Nvidianvidia-nemotron-3.5-lightning-30b-a3b-nvfp4Nvidia1,348+/-113,282NvidiaOpenMDW-1.1
198OpenAIOpenAI o3-miniOpenAI1,348+/-457,461OpenAIProprietary
199Nvidiallama-3.1-nemotron-ultra-253b-v1Nvidia1,348+/-122,549NvidiaNvidia Open Model
200Amazonamazon-nova-experimental-chat-10-09Amazon1,347+/-112,836AmazonProprietary
201Qwen3-32B阿里巴巴1,347+/-93,926阿里巴巴Apache 2.0
202AImercury-2 InceptionAI1,346+/-113,127AIProprietary
203Alibabaqwen-plus-0125Alibaba1,346+/-85,819AlibabaProprietary
204ling-flash-2.0 AntGroup1,346+/-77,036GroupMIT
205OpenAIGPT-4oOpenAI1,346+/-3112,881OpenAIProprietary
206MiniMaxAIMiniMax M2MiniMaxAI1,346+/-86,911MiniMaxAIApache 2.0
207Nvidianvidia-llama-3.3-nemotron-super-49b-v1.5Nvidia1,343+/-103,361NvidiaNvidia Open
208glm-4-plus-0111Zhipu1,343+/-85,760ZhipuProprietary
209AnthropicClaude 3.5 SonnetAnthropic1,343+/-382,419AnthropicProprietary
210Google Deep MindGemma 3 - 12B (IT)Google Deep Mind1,342+/-103,829Google Deep MindGemma
211Tencenthunyuan-turbo-0110Tencent1,341+/-122,290TencentProprietary
212OpenAIGPT-5-Nano (high)OpenAI1,337+/-78,292OpenAIProprietary
213OpenAIOpenAI o1-miniOpenAI1,337+/-451,981OpenAIProprietary
214Nova 2 Lite亚马逊1,336+/-612,294亚马逊Proprietary
215QwQ-32B阿里巴巴1,336+/-425,443阿里巴巴Apache 2.0
216xAIGrok 2xAI1,336+/-463,498xAIProprietary
217Googlegemini-advanced-0514Google1,336+/-550,148GoogleProprietary
218OpenAIGPT-4oOpenAI1,335+/-445,499OpenAIProprietary
219Metallama-3.1-405b-instruct-bf16Meta1,335+/-441,375MetaLlama 3.1 Community
220StepFunstep-2-16k-exp-202412StepFun1,334+/-94,833StepFunProprietary
221Metallama-3.1-405b-instruct-fp8Meta1,333+/-459,656MetaLlama 3.1 Community
222olmo-3.1-32b-instructAi21,329+/-612,274Ai2Apache 2.0
223molmo-2-8bAi21,329+/-21808Ai2Apache 2.0
224yi-lightning Proprietary1,328+/-527,332
225Nvidiallama-3.3-nemotron-49b-super-v1Nvidia1,328+/-122,218NvidiaNvidia
226Qwen3-30B-A3B阿里巴巴1,327+/-526,562阿里巴巴Apache 2.0
227Llama 4 Maverick InstructFacebook AI研究实验室1,327+/-440,064Facebook AI研究实验室Llama 4
228Tencenthunyuan-large-2025-02-10Tencent1,326+/-103,738TencentProprietary
229OpenAIgpt-4-turbo-2024-04-09OpenAI1,324+/-498,114OpenAIProprietary
230AnthropicClaude 3.5 HaikuAnthropic1,324+/-370,053AnthropicProprietary
231Google Deep MindGemini 1.5 ProGoogle Deep Mind1,324+/-479,138Google Deep MindProprietary
232DeepSeekdeepseek-v2.5-1210DeepSeek1,323+/-86,795DeepSeekDeepSeek
233Llama 4 Scout InstructFacebook AI研究实验室1,322+/-530,402Facebook AI研究实验室Llama
234OpenAIGPT-4.1 nanoOpenAI1,322+/-86,103OpenAIProprietary
235AnthropicClaude3-OpusAnthropic1,322+/-3194,909AnthropicProprietary
236ring-flash-2.0 AntGroup1,320+/-77,165GroupMIT
237StepFunstep-1o-turbo-202506StepFun1,320+/-79,035StepFunProprietary
238glm-4-plusZhipu AI1,319+/-526,126Zhipu AIProprietary
239Llama3.3-70B-InstructFacebook AI研究实验室1,318+/-354,774Facebook AI研究实验室Llama-3.3
240Google Deep MindGemma-3n-E4BGoogle Deep Mind1,318+/-522,635Google Deep MindGemma
241Alibabaqwen-max-0919Alibaba1,318+/-616,478AlibabaQwen
242OpenAIGPT-4o miniOpenAI1,318+/-468,715OpenAIProprietary
243OpenAIGPT OSS 20BOpenAI1,318+/-610,679OpenAIApache 2.0
244Nvidianvidia-nemotron-3-nano-30b-a3b-bf16Nvidia1,315+/-615,590NvidiaNVIDIA Open Model
245Alibabaqwen2.5-plus-1127Alibaba1,315+/-610,187AlibabaProprietary
246athene-v2-chat NexusFlow1,314+/-524,739
247Mistralmistral-large-2407Mistral1,314+/-445,459MistralMistral Research
248OpenAIGPT-4OpenAI1,313+/-493,439OpenAIProprietary
249OpenAIGPT-4OpenAI1,312+/-4100,105OpenAIProprietary
250Tencenthunyuan-standard-2025-02-10Tencent1,311+/-103,904TencentProprietary
251Googlegemini-1.5-flash-002Google1,309+/-434,902GoogleProprietary
252xAIgrok-2-mini-2024-08-13xAI1,309+/-452,567xAIProprietary
253DeepSeek-AIDeepSeek V2.5DeepSeek-AI1,307+/-524,572DeepSeek-AIDeepSeek
254AImercury InceptionAI1,307+/-141,969AIProprietary
255athene-70b-0725 CC-BY-NC-4.01,307+/-619,621
256granite-4.1-8bIBM1,306+/-104,029IBMApache 2.0
257olmo-3-32b-thinkAi21,305+/-85,966Ai2Apache 2.0
258Mistralmistral-large-2411Mistral1,305+/-428,073MistralMRL
259MistralAIMagistral-Medium-2506MistralAI1,304+/-611,673MistralAIProprietary
260MistralAIMistral-Small-3.1-24B-Instruct-2503MistralAI1,304+/-533,315MistralAIApache 2.0
261Google Deep MindGemma 3 - 4B (IT)Google Deep Mind1,303+/-94,171Google Deep MindGemma
262Qwen2.5-VL-72B-Instruct阿里巴巴1,303+/-439,406阿里巴巴Qwen
263Llama3.1-70B-InstructFacebook AI研究实验室1,299+/-87,140Facebook AI研究实验室Llama 3.1
264Tencenthunyuan-large-visionTencent1,294+/-95,381TencentProprietary
265Llama3.1-70B-InstructFacebook AI研究实验室1,293+/-455,240Facebook AI研究实验室Llama 3.1 Community
266Amazonamazon-nova-pro-v1.0Amazon1,290+/-524,745AmazonProprietary
267jamba-1.5-large Jamba Open1,289+/-78,662
268Googlegemma-2-27b-itGoogle1,289+/-375,754GoogleGemma license
269reka-core-20240904 Proprietary1,288+/-77,312
270OpenAIGPT-4OpenAI1,287+/-554,173OpenAIProprietary
271ibm-granite-h-smallIBM1,287+/-85,722IBMApache 2.0
272Googlegemini-1.5-flash-001Google1,286+/-562,833GoogleProprietary
273Nvidiallama-3.1-nemotron-51b-instructNvidia1,286+/-103,749NvidiaLlama 3.1
274llama-3.1-tulu-3-70bAi21,286+/-102,846Ai2Llama 3.1
275olmo-3.1-32b-thinkAi21,285+/-78,551Ai2Apache 2.0
276AnthropicClaude3-SonnetAnthropic1,281+/-4109,284AnthropicProprietary
277gemma-2-9b-it-simpo MIT1,280+/-710,072
278Nvidianemotron-4-340b-instructNvidia1,277+/-519,659NvidiaNVIDIA Open Model
279Llama3-70B-InstructFacebook AI研究实验室1,276+/-4156,876Facebook AI研究实验室Llama 3 Community
280Coherecommand-r-plus-08-2024Cohere1,276+/-79,866CohereCC-BY-NC-4.0
281OpenAIGPT-4OpenAI1,275+/-488,723OpenAIProprietary
282MistralAIMistral Small 24B Instruct 2501MistralAI1,274+/-614,681MistralAIApache 2.0
283GLM4智谱AI1,273+/-79,788智谱AIProprietary
284reka-flash-20240904 Proprietary1,272+/-77,536
285Qwen2.5-Coder-32B-Instruct阿里巴巴1,270+/-85,432阿里巴巴Apache 2.0
286CohereAIC4AI Aya Vision 32BCohereAI1,267+/-527,124CohereAICC-BY-NC-4.0
287Googlegemma-2-9b-itGoogle1,267+/-454,611GoogleGemma license
288DeepSeekdeepseek-coder-v2DeepSeek1,265+/-615,147DeepSeekDeepSeek License
289Qwen2-72B-Instruct阿里巴巴1,261+/-537,325阿里巴巴Qianwen LICENSE
290CohereAIC4AI Command R+CohereAI1,261+/-477,554CohereAICC-BY-NC-4.0
291AnthropicClaude3-HaikuAnthropic1,261+/-4117,701AnthropicProprietary
292Amazonamazon-nova-lite-v1.0Amazon1,260+/-519,372AmazonProprietary
293Googlegemini-1.5-flash-8b-001Google1,259+/-435,558GoogleProprietary
294Microsoft AzurePhi-4-reasoningMicrosoft Azure1,256+/-524,126Microsoft AzureMIT
295olmo-2-0325-32b-instructAi21,251+/-113,334Ai2Apache-2.0
296Coherecommand-r-08-2024Cohere1,250+/-710,140CohereCC-BY-NC-4.0
297Mistralmistral-large-2402Mistral1,242+/-562,436MistralProprietary
298Amazonamazon-nova-micro-v1.0Amazon1,241+/-519,364AmazonProprietary
299jamba-1.5-mini Jamba Open1,240+/-78,858
300Mistralministral-8b-2410Mistral1,237+/-94,781MistralMRL
301Googlegemini-pro-dev-apiGoogle1,236+/-718,354GoogleProprietary
302Qwen1.5-110B-Chat阿里巴巴1,234+/-626,195阿里巴巴Qianwen LICENSE
303Tencenthunyuan-standard-256kTencent1,233+/-122,728TencentProprietary
304reka-flash-21b-20240226-online Proprietary1,233+/-715,450
305Qwen1.5-72B-Chat阿里巴巴1,233+/-539,302阿里巴巴Qianwen LICENSE
306MistralAIMixtral-8x22B-Instruct-v0.1MistralAI1,229+/-551,416MistralAIApache 2.0
307reka-flash-21b-20240226 Proprietary1,226+/-624,806
308Coherecommand-rCohere1,226+/-554,036CohereCC-BY-NC-4.0
309OpenAIgpt-3.5-turbo-0125OpenAI1,225+/-566,207OpenAIProprietary
310Llama3-8B-InstructFacebook AI研究实验室1,223+/-4104,642Facebook AI研究实验室Llama 3 Community
311CohereAIC4AI Aya Vision 8BCohereAI1,223+/-79,818CohereAICC-BY-NC-4.0
312DeepMindGemini-proDeepMind1,223+/-126,390DeepMindProprietary
313Mistralmistral-mediumMistral1,222+/-534,550MistralProprietary
314llama-3.1-tulu-3-8bAi21,220+/-112,896Ai2Llama 3.1
315Yi-1.5-34B零一万物1,213+/-524,146零一万物
316zephyr-orpo-141b-A35b-v0.1 Apache 2.01,212+/-114,652
317Llama3.1-8B-InstructFacebook AI研究实验室1,211+/-449,605Facebook AI研究实验室Llama 3.1 Community
318Llama3.1-8B-InstructFacebook AI研究实验室1,208+/-113,090Facebook AI研究实验室Apache 2.0
319Alibabaqwen1.5-32b-chatAlibaba1,203+/-621,741AlibabaQianwen LICENSE
320OpenAIgpt-3.5-turbo-1106OpenAI1,203+/-916,619OpenAIProprietary
321Googlegemma-2-2b-itGoogle1,200+/-446,616GoogleGemma license
322Microsoft AzurePhi-3-medium 14B-previewMicrosoft Azure1,197+/-525,055Microsoft AzureMIT
323Mistralmixtral-8x7b-instruct-v0.1Mistral1,197+/-473,503MistralApache 2.0
324dbrx-instruct-preview DBRX LICENSE1,195+/-632,191
325InternLM2-Base-20B上海人工智能实验室1,191+/-79,901上海人工智能实验室
326Qwen1.5-14B-Chat阿里巴巴1,191+/-717,839阿里巴巴Qianwen LICENSE
327DeepSeek-AIDeepSeek LLM 67B ChatDeepSeek-AI1,184+/-114,932DeepSeek-AIDeepSeek License
328WizardLM-70B-V1.0WizardLM Team1,184+/-98,214WizardLM TeamLlama 2 Community
329Yi-34B零一万物1,183+/-715,483零一万物
330granite-3.0-8b-instructIBM1,182+/-96,638IBMApache 2.0
331openchat-3.5 Apache-2.01,182+/-107,968
332openchat-3.5-0106 Apache-2.01,182+/-812,637
333Google ResearchGemma 1.1-7B-ITGoogle Research1,182+/-623,893Google ResearchGemma license
334snowflake-arctic-instruct Apache 2.01,179+/-632,832
335granite-3.1-2b-instructIBM1,178+/-113,188IBMApache 2.0
336LLaMA2 70BFacebook AI研究实验室1,177+/-106,535Facebook AI研究实验室
337openhermes-2.5-mistral-7b Apache-2.01,175+/-105,006
338Vicuna 33BLM-SYS1,172+/-622,479LM-SYS
339starling-lm-7b-beta Apache-2.01,171+/-716,056
340Microsoft AzurePhi-3-small 7BMicrosoft Azure1,171+/-617,766Microsoft AzureMIT
341Metallama-2-70b-chatMeta1,170+/-538,492MetaLlama 2 Community
342starling-lm-7b-alpha CC-BY-NC-4.01,167+/-810,224
343Metallama-3.2-3b-instructMeta1,166+/-87,936MetaLlama 3.2
344nous-hermes-2-mixtral-8x7b-dpo Apache-2.01,164+/-123,777
345Qwen3-VL-2B阿里巴巴1,156+/-86,837阿里巴巴Apache 2.0
346QwQ-32B-Preview阿里巴巴1,154+/-113,231阿里巴巴Apache 2.0
347Nvidiallama2-70b-steerlm-chatNvidia1,154+/-133,585NvidiaLlama 2 Community
348solar-10.7b-instruct-v1.0 CC-BY-NC-4.01,152+/-134,155
349dolphin-2.2.1-mistral-7b Apache-2.01,152+/-151,679
350mpt-30b-chat CC-BY-NC-SA-4.01,150+/-122,572
351Microsoftwizardlm-13bMicrosoft1,149+/-97,044MicrosoftLlama 2 Community
352MistralAIMistral-7B-Instruct-v0.2MistralAI1,149+/-719,402MistralAIApache-2.0
353falcon-180b-chat Falcon-180B TII License1,147+/-171,295
354Qwen1.5-7B-Chat阿里巴巴1,143+/-104,737阿里巴巴Qianwen LICENSE
355Microsoft AzurePhi-3-mini 3.8BMicrosoft Azure1,143+/-612,297Microsoft AzureMIT
356Baichuan2-13B-Chat百川智能1,141+/-719,174百川智能Llama 2 Community
357vicuna-13b Llama 2 Community1,141+/-719,367
358Qwen-14B-Chat阿里巴巴1,139+/-114,964阿里巴巴Qianwen LICENSE
359Google ResearchPaLM 2Google Research1,138+/-98,554Google ResearchProprietary
360Google ResearchGemma 7B - ItGoogle Research1,137+/-98,925Google ResearchGemma license
361CodeLLaMA-34BFacebook AI研究实验室1,136+/-97,366Facebook AI研究实验室Llama 2 Community
362zephyr-7b-beta MIT1,130+/-911,118
363Microsoft AzurePhi-3-mini 3.8BMicrosoft Azure1,129+/-720,685Microsoft AzureMIT
364Microsoft AzurePhi-3-mini 3.8BMicrosoft Azure1,128+/-620,118Microsoft AzureMIT
365guanaco-33b Non-commercial1,127+/-122,921
366zephyr-7b-alpha MIT1,126+/-161,785
367stripedhyena-nous-7b Apache 2.01,121+/-115,182
368CodeLlama-70B-InstructFacebook AI研究实验室1,119+/-181,143Facebook AI研究实验室Llama 2 Community
369Google ResearchGemma 1.1-2B-ITGoogle Research1,116+/-810,854Google ResearchGemma license
370vicuna-7b Llama 2 Community1,115+/-96,923
371smollm2-1.7b-instruct Apache 2.01,114+/-142,199
372Metallama-3.2-1b-instructMeta1,111+/-88,045MetaLlama 3.2
373MistralAIMistral 7B InstructMistralAI1,110+/-98,977MistralAIApache 2.0
374Baichuan2-7B-Chat百川智能1,107+/-714,148百川智能Llama 2 Community
375Google ResearchGemma 2B - ItGoogle Research1,093+/-114,780Google ResearchGemma license
376Qwen1.5-4B-Chat阿里巴巴1,090+/-97,597阿里巴巴Qianwen LICENSE
377olmo-7b-instructAi21,073+/-116,328Ai2Apache-2.0
378Koala达摩院1,070+/-106,965达摩院
379alpaca-13b Non-commercial1,069+/-115,745
380GPT4All 13BNomic AI1,067+/-151,743Nomic AI
381mpt-7b-chat CC-BY-NC-SA-4.01,063+/-123,924
382ChatGLM3-6B智谱AI1,056+/-124,658智谱AI
383RWKV-4-Raven-14B Apache 2.01,042+/-114,845
384ChatGLM2-6B智谱AI1,024+/-142,658智谱AI
385oasst-pythia-12b Apache 2.01,023+/-116,310
386ChatGLM-6B智谱AI995+/-134,914智谱AI
387fastchat-t5-3b Apache 2.0992+/-124,203
388dolly-v2-12b MIT981+/-133,412
389LLaMA 13BFacebook AI研究实验室974+/-162,391Facebook AI研究实验室Non-commercial
390stablelm-tuned-alpha-7b CC-BY-NC-SA-4.0953+/-133,287

数据仅供参考,以官方来源为准。模型名称旁的链接可跳转到 DataLearner 模型详情页。

常见问题 (FAQ)

01

什么是 Text Generation Arena (LMArena)?

Text Generation Arena(原 LMSYS Chatbot Arena)是目前最具影响力的大模型匿名评测平台。用户向两个身份未知的模型提问,根据回答质量投票,系统通过 Elo 算法将数百万次投票汇聚为动态排行榜,被学术界和工业界广泛引用。

02

Arena Elo 分数是如何计算的?

Elo 算法源自国际象棋评分体系。每次对战后,胜者得分上升、败者下降,幅度取决于双方原始评分差距。95% 置信区间(CI)反映该模型参与对战次数的多少:CI 越窄说明数据越充分、排名越可信。

03

为什么同一模型会出现"Thinking"和普通两个版本?

部分模型支持"扩展思考"(Extended Thinking)模式,会在给出最终答案前进行更深入的内部推理。该模式通常在逻辑推理、数学和编程任务上得分更高,但响应时延也更长、成本更高。Arena 将两种模式分开评测,以便用户根据实际需求选择。

04

如何根据排行榜选择适合自己的大语言模型?

建议综合考虑:综合性能(看 Elo 总分)、成本(闭源 API 按量计费,开源可自部署)、中文支持开源程度以及响应速度