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

1,509

模型数量

374

数据版本

2026年07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。

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 5Anthropic1,509+/-94,299AnthropicProprietary
AnthropicClaude Opus 4.6 (thinking)Anthropic1,504+/-458,968AnthropicProprietary
AnthropicOpus 4.7 (thinking)Anthropic1,503+/-446,183AnthropicProprietary
4AnthropicClaude Opus 4.6Anthropic1,498+/-462,650AnthropicProprietary
5AnthropicOpus 4.7Anthropic1,494+/-447,222AnthropicProprietary
6Metamuse-spark-1.1Meta1,490+/-103,750MetaProprietary
7Muse SparkFacebook AI研究实验室1,488+/-613,573Facebook AI研究实验室Proprietary
8OpenAIgpt-5.6-sol-xhighOpenAI1,486+/-141,740OpenAIProprietary
9Google Deep MindGemini 3.0 Pro (Preview 11-2025)Google Deep Mind1,486+/-441,308Google Deep MindProprietary
10Google Deep MindGemini 3.1 Pro PreviewGoogle Deep Mind1,485+/-478,561Google Deep MindProprietary
11AnthropicClaude Opus 4.8 (thinking)Anthropic1,482+/-526,557AnthropicProprietary
12OpenAIGPT-5.5 (high)OpenAI1,481+/-541,341OpenAIProprietary
13OpenAIGPT-5.4 (high)OpenAI1,476+/-454,566OpenAIProprietary
14Googlegemini-3.5-flash-highGoogle1,476+/-710,110GoogleProprietary
15Googlegemini-3.5-flash-mediumGoogle1,476+/-79,492GoogleProprietary
16OpenAIGPT-5.2OpenAI1,476+/-434,462OpenAIProprietary
17Qwen3.7-Max-Preview阿里巴巴1,475+/-103,719阿里巴巴Proprietary
18AnthropicClaude Opus 4.8Anthropic1,475+/-526,957AnthropicProprietary
19xAIGrok 4.20 BetaxAI1,475+/-526,883xAIProprietary
20OpenAIGPT-5.5OpenAI1,474+/-542,644OpenAIProprietary
21xAIgrok-4.20-beta-0309-reasoningxAI1,474+/-455,900xAIProprietary
22Google Deep MindGemini 3.0 FlashGoogle Deep Mind1,473+/-430,712Google Deep MindProprietary
23OpenAIGPT-5.5 InstantOpenAI1,473+/-526,138OpenAIProprietary
24AnthropicClaude Opus 4 (thinking-32k)Anthropic1,473+/-437,064AnthropicProprietary
25GLM 5.1智谱AI1,472+/-526,549智谱AIMIT
26AnthropicClaude Sonnet 4.6Anthropic1,472+/-452,860AnthropicProprietary
27xAIgrok-4.20-multi-agent-beta-0309xAI1,471+/-454,737xAIProprietary
28AnthropicClaude Opus 4Anthropic1,469+/-371,066AnthropicProprietary
29SpaceXAIgrok-4.5SpaceXAI1,469+/-113,224SpaceXAIProprietary
30ERNIE-5.1-Preview百度1,468+/-536,321百度Proprietary
31mimo-v2.5-proXiaomi1,466+/-538,175XiaomiMIT
32xAIGrok 4.1 ThinkingxAI1,466+/-365,529xAIProprietary
33GLM-5.2 (max)智谱AI1,465+/-613,442智谱AIMIT
34OpenAIGPT-5.4OpenAI1,465+/-457,271OpenAIProprietary
35Qwen3.5 Max Preview阿里巴巴1,465+/-521,507阿里巴巴Proprietary
36Anthropicclaude-sonnet-5-highAnthropic1,463+/-79,008AnthropicProprietary
37Moonshot AIKimi K2.6Moonshot AI1,462+/-535,917Moonshot AIModified MIT
38Qwen3.6-Max-Preview阿里巴巴1,460+/-85,210阿里巴巴Proprietary
39Google Deep MindGemini 3.0 Flash (minimal)Google Deep Mind1,460+/-379,866Google Deep MindProprietary
40Alibabaqwen3.7-plusAlibaba1,460+/-618,501AlibabaProprietary
41xAIGrok 4.1xAI1,460+/-367,666xAIProprietary
42DeepSeek-AIDeepSeek-V4-Pro (thinking)DeepSeek-AI1,457+/-539,019DeepSeek-AIMIT
43GLM-5智谱AI1,457+/-427,818智谱AIMIT
44DeepSeek-AIDeepSeek-V4-ProDeepSeek-AI1,456+/-541,017DeepSeek-AIMIT
45AnthropicClaude Sonnet 4.5 (thinking-32k)Anthropic1,456+/-382,391AnthropicProprietary
46AnthropicClaude Sonnet 4.5Anthropic1,455+/-380,788AnthropicProprietary
47DOLA Seed 2.0 Pro字节跳动Seed团队1,455+/-463,499字节跳动Seed团队Proprietary
48OpenAIGPT-5.1 Pro (high)OpenAI1,455+/-440,815OpenAIProprietary
49DeepMindGemma 4 31BDeepMind1,451+/-85,884DeepMindApache 2.0
50OpenAIGPT-5.4 mini (high)OpenAI1,449+/-453,297OpenAIProprietary
51Moonshot AIKimi K2 ThinkingMoonshot AI1,449+/-459,062Moonshot AIModified MIT
52AnthropicOpus 4.1 (thinking-16k)Anthropic1,449+/-349,772AnthropicProprietary
53ERNIE 5.0百度1,449+/-79,743百度Proprietary
54OpenAIGPT-5.3OpenAI1,449+/-433,037OpenAIProprietary
55mimo-v2-proXiaomi1,448+/-524,530XiaomiProprietary
56ERNIE 5.0百度1,447+/-435,255百度Proprietary
57AnthropicOpus 4.1Anthropic1,447+/-377,272AnthropicProprietary
58Google Deep MindGemini 2.5 Pro Experimental 03-25Google Deep Mind1,446+/-2124,468Google Deep MindProprietary
59MiniMaxminimax-m3MiniMax1,445+/-623,823MiniMaxMiniMax Community License
60OpenAIGPT-4.5OpenAI1,445+/-614,547OpenAIProprietary
61OpenAIGPT-4o(2025-03-27)OpenAI1,443+/-382,415OpenAIProprietary
62Qwen 3.6 Plus Preview阿里巴巴1,443+/-440,143阿里巴巴Proprietary
63xAIGrok 4.3 BetaxAI1,443+/-441,890xAIProprietary
64GLM-4.7智谱AI1,443+/-612,103智谱AIMIT
65Qwen3.5-397B-A17B阿里巴巴1,442+/-454,262阿里巴巴Apache 2.0
66Z.aiglm-5v-turboZ.ai1,440+/-103,358Z.aiProprietary
67OpenAIGPT-5.1 InstantOpenAI1,439+/-443,434OpenAIProprietary
68DeepSeek-AIDeepSeek-V4-Flash (thinking)DeepSeek-AI1,439+/-540,631DeepSeek-AIMIT
69DeepMindGemma 4 26B A4BDeepMind1,438+/-85,806DeepMindApache 2.0
70DeepSeek-AIDeepSeek-V4-FlashDeepSeek-AI1,437+/-440,831DeepSeek-AIMIT
71OpenAIGPT-5.2 Pro (high)OpenAI1,437+/-448,012OpenAIProprietary
72Meituanlongcat-flash-chat-2602-expMeituan1,436+/-528,117MeituanProprietary
73OpenAIGPT-5.2OpenAI1,435+/-373,109OpenAIProprietary
74Qwen3 Max (Preview)阿里巴巴1,435+/-427,707阿里巴巴Proprietary
75OpenAIGPT-5-Pro (high)OpenAI1,434+/-531,909OpenAIProprietary
76mimo-v2.5Xiaomi1,434+/-539,076XiaomiMIT
77Googlegemini-3.1-flash-lite-previewGoogle1,432+/-460,963GoogleProprietary
78Moonshot AIKimi K2.5 InstantMoonshot AI1,432+/-78,179Moonshot AIModified MIT
79xAIGrok 4.1 Fast (fast-reasoning)xAI1,431+/-356,807xAIProprietary
80OpenAIOpenAI o3OpenAI1,431+/-459,711OpenAIProprietary
81mimo-v2-omniXiaomi1,430+/-619,533XiaomiProprietary
82Moonshot AIKimi K2 Thinking (thinking-turbo)Moonshot AI1,430+/-362,027Moonshot AIModified MIT
83Mistralmistral-medium-3.5Mistral1,427+/-711,052MistralModified MIT
84Amazonamazon-nova-experimental-chat-26-02-10Amazon1,427+/-103,421AmazonProprietary
85OpenAIGPT-5OpenAI1,427+/-431,539OpenAIProprietary
86GLM-4.6智谱AI1,425+/-435,625智谱AIMIT
87DeepSeek-AIDeepSeek V3.2DeepSeek-AI1,425+/-447,243DeepSeek-AIMIT
88DeepSeek-AIDeepSeek V3.2-Exp (thinking)DeepSeek-AI1,425+/-79,066DeepSeek-AIMIT
89AnthropicClaude Opus 4 (thinking-16k)Anthropic1,424+/-436,864AnthropicProprietary
90Alibabaqwen3-max-2025-09-23Alibaba1,424+/-69,152AlibabaProprietary
91Qwen3-235B-A22B-2507阿里巴巴1,423+/-397,160阿里巴巴Apache 2.0
92Nvidianvidia-nemotron-3-ultra-550b-a55b-nvfp4Nvidia1,423+/-79,406NvidiaOpenMDW-1.1
93DeepSeek-AIDeepSeek V3.2 (thinking)DeepSeek-AI1,423+/-441,035DeepSeek-AIMIT
94DeepSeek-AIDeepSeek V3.2-ExpDeepSeek-AI1,423+/-611,921DeepSeek-AIMIT
95DeepSeek-AIDeepSeek-R1-0528DeepSeek-AI1,422+/-618,452DeepSeek-AIMIT
96xAIGrok 4 FastxAI1,421+/-86,811xAIProprietary
97ERNIE 5.0百度1,419+/-94,704百度Proprietary
98Moonshot AIKimi K2 0905Moonshot AI1,418+/-611,774Moonshot AIModified MIT
99DeepSeek-AIDeepSeek-V3.1 Terminus (thinking)DeepSeek-AI1,418+/-103,458DeepSeek-AIMIT
100DeepSeek-AIDeepSeek-V3.1DeepSeek-AI1,418+/-614,945DeepSeek-AIMIT
101Moonshot AIKimi K2Moonshot AI1,418+/-527,613Moonshot AIModified MIT
102Qwen3.5-122B-A10B阿里巴巴1,417+/-428,517阿里巴巴Apache 2.0
103DeepSeek-AIDeepSeek-V3.1 (thinking)DeepSeek-AI1,417+/-711,728DeepSeek-AIMIT
104MiniMaxAIMiniMax-M2.7MiniMaxAI1,416+/-446,070MiniMaxAIModified MIT
105MistralAIMistral Large 3MistralAI1,416+/-447,096MistralAIApache 2.0
106Amazonamazon-nova-experimental-chat-26-01-10Amazon1,416+/-103,407AmazonProprietary
107DeepSeek-AIDeepSeek-V3.1 TerminusDeepSeek-AI1,415+/-103,692DeepSeek-AIMIT
108Qwen3-VL-235B-A22B-Instruct阿里巴巴1,415+/-611,499阿里巴巴Apache 2.0
109OpenAIGPT-4.1OpenAI1,414+/-450,942OpenAIProprietary
110Tencenthunyuan-hy3-previewTencent1,413+/-86,654Tencenttencent-hunyuan-community
111AnthropicClaude Opus 4Anthropic1,412+/-444,188AnthropicProprietary
112AnthropicHaiku 4.5Anthropic1,412+/-3103,982AnthropicProprietary
113xAIGrok 3xAI1,412+/-432,901xAIProprietary
114GLM-4.5智谱AI1,411+/-524,288智谱AIMIT
115Google Deep MindGemini 2.5 FlashGoogle Deep Mind1,410+/-2124,403Google Deep MindProprietary
116xAIGrok 4xAI1,410+/-441,350xAIProprietary
117MistralAIMagistral-Medium-2506MistralAI1,410+/-393,892MistralAIProprietary
118Qwen3.5-27B阿里巴巴1,409+/-427,358阿里巴巴Apache 2.0
119Google Deep MindGemini 2.5 Flash-Preview-09-2025Google Deep Mind1,404+/-432,892Google Deep MindProprietary
120xAIGrok 4 Fast (fast-reasoning)xAI1,404+/-518,708xAIProprietary
121OpenAIGPT-5.4 nano (high)OpenAI1,404+/-452,277OpenAIProprietary
122Alibabaqwen3-235b-a22b-no-thinkingAlibaba1,403+/-538,184AlibabaApache 2.0
123OpenAIOpenAI o1OpenAI1,402+/-427,807OpenAIProprietary
124Qwen3-Next阿里巴巴1,401+/-522,855阿里巴巴Apache 2.0
125Meituanlongcat-flash-chatMeituan1,401+/-611,385MeituanMIT
126AnthropicClaude Sonnet 4 (thinking-32k)Anthropic1,399+/-435,096AnthropicProprietary
127Alibabaqwen3-235b-a22b-thinking-2507Alibaba1,399+/-78,988AlibabaApache 2.0
128DeepSeek-AIDeepSeek-R1DeepSeek-AI1,398+/-518,524DeepSeek-AIMIT
129StepFunAIStep 3.5 FlashStepFunAI1,398+/-452,651StepFunAIProprietary
130Qwen3-VL-235B-A22B-Instruct (thinking)阿里巴巴1,396+/-77,943阿里巴巴Apache 2.0
131DeepSeek-AIDeepSeek-V3-0324DeepSeek-AI1,396+/-445,486DeepSeek-AIMIT
132Qwen3.5-35B-A3B阿里巴巴1,396+/-429,184阿里巴巴Apache 2.0
133Tencenthunyuan-vision-1.5-thinkingTencent1,395+/-122,218TencentProprietary
134StepFunAIStep 3.5 FlashStepFunAI1,395+/-453,440StepFunAIApache 2.0
135Amazonamazon-nova-experimental-chat-12-10Amazon1,394+/-103,678AmazonProprietary
136mimo-v2-flash (non-thinking)Xiaomi1,393+/-446,619XiaomiMIT
137MiniMaxAIMiniMax M2.5MiniMaxAI1,391+/-441,172MiniMaxAIModified MIT
138OpenAIGPT-5-mini (high)OpenAI1,390+/-527,008OpenAIProprietary
139OpenAIOpenAI o4 - miniOpenAI1,390+/-445,421OpenAIProprietary
140AnthropicClaude Sonnet 4Anthropic1,389+/-440,289AnthropicProprietary
141OpenAIOpenAI o1OpenAI1,388+/-531,122OpenAIProprietary
142Qwen3-Coder-480B-A35B阿里巴巴1,388+/-525,692阿里巴巴Apache 2.0
143AnthropicClaude Sonnet 3.7 (thinking-32k)Anthropic1,387+/-438,814AnthropicProprietary
144mimo-v2-flash (thinking)Xiaomi1,387+/-610,947XiaomiMIT
145Hunyuan-T1腾讯AI实验室1,387+/-94,701腾讯AI实验室Proprietary
146Mistralmistral-medium-2505Mistral1,387+/-533,209MistralProprietary
147MiniMaxAIM2.1MiniMaxAI1,384+/-517,102MiniMaxAIMIT
148Qwen3-30B-A3B-2507阿里巴巴1,383+/-523,720阿里巴巴Apache 2.0
149OpenAIGPT-4.1 miniOpenAI1,383+/-439,303OpenAIProprietary
150Tencenthunyuan-turbos-20250416Tencent1,382+/-610,724TencentProprietary
151Google Deep MindGemini 2.5 Flash-Lite-Preview-09-2025 (no-thinking)Google Deep Mind1,380+/-347,198Google Deep MindProprietary
152trinity-large-preview Apache 2.01,379+/-430,083
153GLM-4.6V智谱AI1,377+/-112,800智谱AIMIT
154Qwen3-235B-A22B阿里巴巴1,375+/-526,259阿里巴巴Apache 2.0
155Google Deep MindGemini 2.5 Flash-Lite (thinking)Google Deep Mind1,374+/-532,878Google Deep MindProprietary
156Qwen2.5-Max阿里巴巴1,374+/-432,616阿里巴巴Proprietary
157GLM-4.5-Air智谱AI1,373+/-431,061智谱AIMIT
158AnthropicClaude 3.5 SonnetAnthropic1,373+/-388,325AnthropicProprietary
159AnthropicClaude Sonnet 3.7Anthropic1,371+/-443,170AnthropicProprietary
160Qwen3-Next (thinking)阿里巴巴1,370+/-613,676阿里巴巴Apache 2.0
161trinity-large-thinking Apache 2.01,369+/-529,192
162GLM-4.7-Flash智谱AI1,368+/-611,724智谱AIMIT
163Amazonamazon-nova-experimental-chat-11-10Amazon1,367+/-425,358AmazonProprietary
164Google Deep MindGemma 3 - 27B (IT)Google Deep Mind1,366+/-447,514Google Deep MindGemma
165MiniMaxminimax-m1MiniMax1,364+/-435,170MiniMaxApache 2.0
166OpenAIOpenAI o3-mini (high)OpenAI1,364+/-518,589OpenAIProprietary
167OpenAIOpenAI o3-mini (high)OpenAI1,362+/-516,952OpenAIProprietary
168Nvidianvidia-nemotron-3-super-120b-a12bNvidia1,361+/-77,545NvidiaNVIDIA Open Model
169DeepMindGemini 2.0 Flash ExperimentalDeepMind1,360+/-443,743DeepMindProprietary
170DeepSeek-AIDeepSeek-V3DeepSeek-AI1,359+/-521,770DeepSeek-AIDeepSeek
171MistralAIMistral-Small-3.2MistralAI1,358+/-517,699MistralAIApache 2.0
172xAIgrok-3-mini-betaxAI1,357+/-522,694xAIProprietary
173intellect-3 MIT1,356+/-85,328
174CohereAIC4AI Command A (202503)CohereAI1,354+/-356,224CohereAICC-BY-NC-4.0
175GLM-4.5V智谱AI1,354+/-84,955智谱AIMIT
176DeepMindGemini 2.0 Flash-LiteDeepMind1,354+/-424,955DeepMindProprietary
177OpenAIGPT OSS 120BOpenAI1,353+/-430,628OpenAIApache 2.0
178Google Deep MindGemini 1.5 ProGoogle Deep Mind1,351+/-355,606Google Deep MindProprietary
179Amazonamazon-nova-experimental-chat-10-20Amazon1,350+/-611,467AmazonProprietary
180Tencenthunyuan-turbos-20250226Tencent1,349+/-122,220TencentProprietary
181StepFunAIStep3StepFunAI1,348+/-76,534StepFunAIApache 2.0
182Amazonamazon-nova-experimental-chat-10-09Amazon1,348+/-112,824AmazonProprietary
183OpenAIOpenAI o3-miniOpenAI1,348+/-457,317OpenAIProprietary
184Nvidiallama-3.1-nemotron-ultra-253b-v1Nvidia1,348+/-122,549NvidiaNvidia Open Model
185Qwen3-32B阿里巴巴1,347+/-93,926阿里巴巴Apache 2.0
186AImercury-2 InceptionAI1,347+/-113,121AIProprietary
187ling-flash-2.0 AntGroup1,346+/-77,002GroupMIT
188Alibabaqwen-plus-0125Alibaba1,346+/-85,819AlibabaProprietary
189MiniMaxAIMiniMax M2MiniMaxAI1,346+/-86,866MiniMaxAIApache 2.0
190OpenAIGPT-4oOpenAI1,346+/-3112,881OpenAIProprietary
191Nvidianvidia-llama-3.3-nemotron-super-49b-v1.5Nvidia1,343+/-103,344NvidiaNvidia Open
192glm-4-plus-0111Zhipu1,343+/-85,760ZhipuProprietary
193AnthropicClaude 3.5 SonnetAnthropic1,342+/-382,419AnthropicProprietary
194Google Deep MindGemma 3 - 12B (IT)Google Deep Mind1,342+/-103,829Google Deep MindGemma
195Tencenthunyuan-turbo-0110Tencent1,341+/-122,290TencentProprietary
196OpenAIGPT-5-Nano (high)OpenAI1,337+/-78,259OpenAIProprietary
197OpenAIOpenAI o1-miniOpenAI1,337+/-451,981OpenAIProprietary
198Nova 2 Lite亚马逊1,337+/-612,219亚马逊Proprietary
199QwQ-32B阿里巴巴1,336+/-425,382阿里巴巴Apache 2.0
200xAIGrok 2xAI1,336+/-463,498xAIProprietary
201Googlegemini-advanced-0514Google1,335+/-550,148GoogleProprietary
202OpenAIGPT-4oOpenAI1,335+/-445,499OpenAIProprietary
203Metallama-3.1-405b-instruct-bf16Meta1,335+/-441,375MetaLlama 3.1 Community
204StepFunstep-2-16k-exp-202412StepFun1,334+/-94,833StepFunProprietary
205Metallama-3.1-405b-instruct-fp8Meta1,333+/-459,656MetaLlama 3.1 Community
206olmo-3.1-32b-instructAi21,330+/-612,211Ai2Apache 2.0
207yi-lightning Proprietary1,328+/-527,332
208Nvidiallama-3.3-nemotron-49b-super-v1Nvidia1,328+/-122,218NvidiaNvidia
209molmo-2-8bAi21,328+/-21800Ai2Apache 2.0
210Qwen3-30B-A3B阿里巴巴1,327+/-526,474阿里巴巴Apache 2.0
211Llama 4 Maverick InstructFacebook AI研究实验室1,327+/-439,963Facebook AI研究实验室Llama 4
212Tencenthunyuan-large-2025-02-10Tencent1,326+/-103,738TencentProprietary
213OpenAIgpt-4-turbo-2024-04-09OpenAI1,324+/-498,114OpenAIProprietary
214AnthropicClaude 3.5 HaikuAnthropic1,324+/-369,933AnthropicProprietary
215Google Deep MindGemini 1.5 ProGoogle Deep Mind1,324+/-479,138Google Deep MindProprietary
216DeepSeekdeepseek-v2.5-1210DeepSeek1,323+/-86,795DeepSeekDeepSeek
217Llama 4 Scout InstructFacebook AI研究实验室1,323+/-530,280Facebook AI研究实验室Llama
218OpenAIGPT-4.1 nanoOpenAI1,322+/-86,103OpenAIProprietary
219AnthropicClaude3-OpusAnthropic1,321+/-3194,909AnthropicProprietary
220ring-flash-2.0 AntGroup1,321+/-77,135GroupMIT
221StepFunstep-1o-turbo-202506StepFun1,320+/-79,034StepFunProprietary
222glm-4-plusZhipu AI1,319+/-526,126Zhipu AIProprietary
223Llama3.3-70B-InstructFacebook AI研究实验室1,318+/-354,726Facebook AI研究实验室Llama-3.3
224Google Deep MindGemma-3n-E4BGoogle Deep Mind1,318+/-522,568Google Deep MindGemma
225Alibabaqwen-max-0919Alibaba1,318+/-616,478AlibabaQwen
226OpenAIGPT-4o miniOpenAI1,318+/-468,709OpenAIProprietary
227OpenAIGPT OSS 20BOpenAI1,317+/-610,621OpenAIApache 2.0
228Nvidianvidia-nemotron-3-nano-30b-a3b-bf16Nvidia1,316+/-615,509NvidiaNVIDIA Open Model
229Alibabaqwen2.5-plus-1127Alibaba1,315+/-610,187AlibabaProprietary
230athene-v2-chat NexusFlow1,314+/-524,739
231Mistralmistral-large-2407Mistral1,314+/-445,459MistralMistral Research
232OpenAIGPT-4OpenAI1,313+/-493,439OpenAIProprietary
233OpenAIGPT-4OpenAI1,312+/-4100,105OpenAIProprietary
234Tencenthunyuan-standard-2025-02-10Tencent1,311+/-103,904TencentProprietary
235Googlegemini-1.5-flash-002Google1,309+/-434,902GoogleProprietary
236xAIgrok-2-mini-2024-08-13xAI1,308+/-452,567xAIProprietary
237DeepSeek-AIDeepSeek V2.5DeepSeek-AI1,307+/-524,572DeepSeek-AIDeepSeek
238granite-4.1-8bIBM1,307+/-104,067IBMApache 2.0
239athene-70b-0725 CC-BY-NC-4.01,306+/-619,621
240AImercury InceptionAI1,306+/-141,954AIProprietary
241olmo-3-32b-thinkAi21,306+/-85,941Ai2Apache 2.0
242Mistralmistral-large-2411Mistral1,305+/-428,073MistralMRL
243MistralAIMagistral-Medium-2506MistralAI1,304+/-611,625MistralAIProprietary
244Google Deep MindGemma 3 - 4B (IT)Google Deep Mind1,303+/-94,171Google Deep MindGemma
245MistralAIMistral-Small-3.1-24B-Instruct-2503MistralAI1,303+/-533,199MistralAIApache 2.0
246Qwen2.5-VL-72B-Instruct阿里巴巴1,303+/-439,406阿里巴巴Qwen
247Llama3.1-70B-InstructFacebook AI研究实验室1,299+/-87,140Facebook AI研究实验室Llama 3.1
248Tencenthunyuan-large-visionTencent1,294+/-95,373TencentProprietary
249Llama3.1-70B-InstructFacebook AI研究实验室1,293+/-455,240Facebook AI研究实验室Llama 3.1 Community
250Amazonamazon-nova-pro-v1.0Amazon1,290+/-524,745AmazonProprietary
251jamba-1.5-large Jamba Open1,289+/-78,662
252Googlegemma-2-27b-itGoogle1,289+/-375,754GoogleGemma license
253reka-core-20240904 Proprietary1,288+/-77,312
254ibm-granite-h-smallIBM1,287+/-85,681IBMApache 2.0
255OpenAIGPT-4OpenAI1,287+/-554,173OpenAIProprietary
256Googlegemini-1.5-flash-001Google1,286+/-562,833GoogleProprietary
257llama-3.1-tulu-3-70bAi21,286+/-102,846Ai2Llama 3.1
258Nvidiallama-3.1-nemotron-51b-instructNvidia1,286+/-103,749NvidiaLlama 3.1
259olmo-3.1-32b-thinkAi21,285+/-78,499Ai2Apache 2.0
260AnthropicClaude3-SonnetAnthropic1,281+/-4109,284AnthropicProprietary
261gemma-2-9b-it-simpo MIT1,280+/-710,072
262Nvidianemotron-4-340b-instructNvidia1,277+/-519,659NvidiaNVIDIA Open Model
263Llama3-70B-InstructFacebook AI研究实验室1,276+/-4156,876Facebook AI研究实验室Llama 3 Community
264Coherecommand-r-plus-08-2024Cohere1,276+/-79,866CohereCC-BY-NC-4.0
265OpenAIGPT-4OpenAI1,275+/-488,723OpenAIProprietary
266MistralAIMistral Small 24B Instruct 2501MistralAI1,274+/-614,681MistralAIApache 2.0
267GLM4智谱AI1,273+/-79,788智谱AIProprietary
268reka-flash-20240904 Proprietary1,272+/-77,536
269Qwen2.5-Coder-32B-Instruct阿里巴巴1,270+/-85,432阿里巴巴Apache 2.0
270CohereAIC4AI Aya Vision 32BCohereAI1,267+/-527,124CohereAICC-BY-NC-4.0
271Googlegemma-2-9b-itGoogle1,266+/-454,611GoogleGemma license
272DeepSeekdeepseek-coder-v2DeepSeek1,265+/-615,147DeepSeekDeepSeek License
273Qwen2-72B-Instruct阿里巴巴1,261+/-537,325阿里巴巴Qianwen LICENSE
274CohereAIC4AI Command R+CohereAI1,261+/-477,554CohereAICC-BY-NC-4.0
275AnthropicClaude3-HaikuAnthropic1,261+/-4117,701AnthropicProprietary
276Amazonamazon-nova-lite-v1.0Amazon1,260+/-519,372AmazonProprietary
277Googlegemini-1.5-flash-8b-001Google1,259+/-435,558GoogleProprietary
278Microsoft AzurePhi 4 - 14BMicrosoft Azure1,256+/-524,126Microsoft AzureMIT
279olmo-2-0325-32b-instructAi21,251+/-113,334Ai2Apache-2.0
280Coherecommand-r-08-2024Cohere1,250+/-710,140CohereCC-BY-NC-4.0
281Mistralmistral-large-2402Mistral1,242+/-562,436MistralProprietary
282Amazonamazon-nova-micro-v1.0Amazon1,241+/-519,364AmazonProprietary
283jamba-1.5-mini Jamba Open1,239+/-78,858
284Mistralministral-8b-2410Mistral1,237+/-94,781MistralMRL
285Googlegemini-pro-dev-apiGoogle1,236+/-718,354GoogleProprietary
286Qwen1.5-110B-Chat阿里巴巴1,233+/-626,195阿里巴巴Qianwen LICENSE
287Tencenthunyuan-standard-256kTencent1,233+/-122,728TencentProprietary
288reka-flash-21b-20240226-online Proprietary1,233+/-715,450
289Qwen1.5-72B-Chat阿里巴巴1,233+/-539,302阿里巴巴Qianwen LICENSE
290MistralAIMixtral-8x22B-Instruct-v0.1MistralAI1,229+/-551,416MistralAIApache 2.0
291Coherecommand-rCohere1,226+/-554,036CohereCC-BY-NC-4.0
292reka-flash-21b-20240226 Proprietary1,226+/-624,806
293OpenAIgpt-3.5-turbo-0125OpenAI1,224+/-566,207OpenAIProprietary
294Llama3-8B-InstructFacebook AI研究实验室1,223+/-4104,642Facebook AI研究实验室Llama 3 Community
295CohereAIC4AI Aya Vision 8BCohereAI1,223+/-79,818CohereAICC-BY-NC-4.0
296DeepMindGemini-proDeepMind1,222+/-126,390DeepMindProprietary
297Mistralmistral-mediumMistral1,222+/-534,550MistralProprietary
298llama-3.1-tulu-3-8bAi21,220+/-112,896Ai2Llama 3.1
299yi-1.5-34b-chat Apache-2.01,213+/-524,146
300zephyr-orpo-141b-A35b-v0.1 Apache 2.01,212+/-114,652
301Llama3.1-8B-InstructFacebook AI研究实验室1,211+/-449,605Facebook AI研究实验室Llama 3.1 Community
302Llama3.1-8B-InstructFacebook AI研究实验室1,208+/-113,090Facebook AI研究实验室Apache 2.0
303Alibabaqwen1.5-32b-chatAlibaba1,203+/-621,741AlibabaQianwen LICENSE
304OpenAIgpt-3.5-turbo-1106OpenAI1,203+/-916,619OpenAIProprietary
305Googlegemma-2-2b-itGoogle1,200+/-446,616GoogleGemma license
306Microsoft AzurePhi-3-medium 14B-previewMicrosoft Azure1,197+/-525,055Microsoft AzureMIT
307Mistralmixtral-8x7b-instruct-v0.1Mistral1,196+/-473,503MistralApache 2.0
308dbrx-instruct-preview DBRX LICENSE1,194+/-632,191
309internlm2_5-20b-chat Other1,191+/-79,901
310Qwen1.5-14B-Chat阿里巴巴1,190+/-717,839阿里巴巴Qianwen LICENSE
311WizardLM-70B-V1.0WizardLM Team1,184+/-98,214WizardLM TeamLlama 2 Community
312DeepSeek-AIDeepSeek LLM 67B ChatDeepSeek-AI1,184+/-114,932DeepSeek-AIDeepSeek License
313yi-34b-chat Yi License1,183+/-715,483
314granite-3.0-8b-instructIBM1,182+/-96,638IBMApache 2.0
315openchat-3.5 Apache-2.01,182+/-107,968
316openchat-3.5-0106 Apache-2.01,182+/-812,637
317Google ResearchGemma 1.1-7B-ITGoogle Research1,182+/-623,893Google ResearchGemma license
318snowflake-arctic-instruct Apache 2.01,179+/-632,832
319granite-3.1-2b-instructIBM1,178+/-113,188IBMApache 2.0
320tulu-2-dpo-70b AI2 ImpACT Low-risk1,177+/-106,535
321openhermes-2.5-mistral-7b Apache-2.01,175+/-105,006
322vicuna-33b Non-commercial1,172+/-622,479
323starling-lm-7b-beta Apache-2.01,171+/-716,056
324Microsoft AzurePhi-3-small 7BMicrosoft Azure1,170+/-617,766Microsoft AzureMIT
325Metallama-2-70b-chatMeta1,170+/-638,492MetaLlama 2 Community
326starling-lm-7b-alpha CC-BY-NC-4.01,167+/-810,224
327Metallama-3.2-3b-instructMeta1,166+/-87,936MetaLlama 3.2
328nous-hermes-2-mixtral-8x7b-dpo Apache-2.01,164+/-123,777
329Qwen3-VL-2B阿里巴巴1,156+/-86,837阿里巴巴Apache 2.0
330QwQ-32B-Preview阿里巴巴1,155+/-113,231阿里巴巴Apache 2.0
331Nvidiallama2-70b-steerlm-chatNvidia1,154+/-133,585NvidiaLlama 2 Community
332solar-10.7b-instruct-v1.0 CC-BY-NC-4.01,152+/-134,155
333dolphin-2.2.1-mistral-7b Apache-2.01,151+/-151,679
334mpt-30b-chat CC-BY-NC-SA-4.01,150+/-122,572
335MistralAIMistral-7B-Instruct-v0.2MistralAI1,149+/-719,402MistralAIApache-2.0
336Microsoftwizardlm-13bMicrosoft1,149+/-97,044MicrosoftLlama 2 Community
337falcon-180b-chat Falcon-180B TII License1,147+/-171,295
338Qwen1.5-7B-Chat阿里巴巴1,143+/-104,737阿里巴巴Qianwen LICENSE
339Microsoft AzurePhi-3-mini 3.8BMicrosoft Azure1,142+/-612,297Microsoft AzureMIT
340Baichuan2-13B-Chat百川智能1,141+/-719,174百川智能Llama 2 Community
341vicuna-13b Llama 2 Community1,140+/-719,367
342Qwen-14B-Chat阿里巴巴1,138+/-114,964阿里巴巴Qianwen LICENSE
343Google ResearchPaLM 2Google Research1,138+/-98,554Google ResearchProprietary
344Google ResearchGemma 7B - ItGoogle Research1,137+/-98,925Google ResearchGemma license
345CodeLLaMA-34BFacebook AI研究实验室1,136+/-97,366Facebook AI研究实验室Llama 2 Community
346zephyr-7b-beta MIT1,130+/-911,118
347Microsoft AzurePhi-3-mini 3.8BMicrosoft Azure1,129+/-720,685Microsoft AzureMIT
348Microsoft AzurePhi-3-mini 3.8BMicrosoft Azure1,127+/-620,118Microsoft AzureMIT
349guanaco-33b Non-commercial1,127+/-122,921
350zephyr-7b-alpha MIT1,126+/-161,785
351stripedhyena-nous-7b Apache 2.01,120+/-115,182
352CodeLlama-70B-InstructFacebook AI研究实验室1,118+/-181,143Facebook AI研究实验室Llama 2 Community
353Google ResearchGemma 1.1-2B-ITGoogle Research1,116+/-810,854Google ResearchGemma license
354vicuna-7b Llama 2 Community1,114+/-96,923
355smollm2-1.7b-instruct Apache 2.01,114+/-142,199
356Metallama-3.2-1b-instructMeta1,111+/-88,045MetaLlama 3.2
357MistralAIMistral 7B InstructMistralAI1,109+/-98,977MistralAIApache 2.0
358Baichuan2-7B-Chat百川智能1,107+/-714,148百川智能Llama 2 Community
359Google ResearchGemma 2B - ItGoogle Research1,093+/-114,780Google ResearchGemma license
360Qwen1.5-4B-Chat阿里巴巴1,090+/-97,597阿里巴巴Qianwen LICENSE
361olmo-7b-instructAi21,073+/-116,328Ai2Apache-2.0
362koala-13b Non-commercial1,070+/-106,965
363alpaca-13b Non-commercial1,068+/-115,745
364gpt4all-13b-snoozy Non-commercial1,066+/-151,743
365mpt-7b-chat CC-BY-NC-SA-4.01,062+/-123,924
366chatglm3-6b Apache-2.01,055+/-124,658
367RWKV-4-Raven-14B Apache 2.01,041+/-114,845
368chatglm2-6b Apache-2.01,024+/-142,658
369oasst-pythia-12b Apache 2.01,022+/-116,310
370chatglm-6b Non-commercial995+/-134,914
371fastchat-t5-3b Apache 2.0991+/-124,203
372dolly-v2-12b MIT981+/-143,412
373LLaMA 13BFacebook AI研究实验室973+/-162,391Facebook AI研究实验室Non-commercial
374stablelm-tuned-alpha-7b CC-BY-NC-SA-4.0952+/-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