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

383

数据版本

2026年08月01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+/-617,799AnthropicProprietary
AnthropicClaude Opus 4.6 (thinking)Anthropic1,505+/-467,203AnthropicProprietary
AnthropicOpus 4.7 (thinking)Anthropic1,502+/-454,781AnthropicProprietary
4AnthropicClaude Opus 4.6Anthropic1,497+/-470,970AnthropicProprietary
5AnthropicOpus 4.7Anthropic1,492+/-455,992AnthropicProprietary
6Anthropicclaude-opus-5-highAnthropic1,492+/-610,704AnthropicProprietary
7Anthropicclaude-opus-5-maxAnthropic1,490+/-95,124AnthropicProprietary
8Muse Spark 1.1Facebook AI研究实验室1,490+/-612,086Facebook AI研究实验室Proprietary
9Muse SparkFacebook AI研究实验室1,488+/-613,486Facebook AI研究实验室Proprietary
10Google Deep MindGemini 3 ProGoogle Deep Mind1,486+/-441,241Google Deep MindProprietary
11Google Deep MindGemini 3.1 Pro PreviewGoogle Deep Mind1,485+/-389,133Google Deep MindProprietary
12Moonshotkimi-k3-maxMoonshot1,485+/-103,556MoonshotKimi K3 license
13AnthropicClaude Opus 4.8 (thinking)Anthropic1,484+/-535,303AnthropicProprietary
14OpenAIgpt-5.6-sol-xhighOpenAI1,483+/-610,716OpenAIProprietary
15Googlegemini-3.6-flashGoogle1,483+/-78,575GoogleProprietary
16OpenAIGPT-5.5 (high)OpenAI1,482+/-449,978OpenAIProprietary
17OpenAIGPT-5.4 (high)OpenAI1,477+/-460,264OpenAIProprietary
18Googlegemini-3.5-flash-highGoogle1,476+/-710,006GoogleProprietary
19OpenAIGPT-5.5OpenAI1,476+/-451,172OpenAIProprietary
20OpenAIGPT-5.2 Chat (0210)OpenAI1,476+/-434,036OpenAIProprietary
21Qwen3.7-Max-Preview阿里巴巴1,475+/-103,695阿里巴巴Proprietary
22AnthropicClaude Opus 4.8Anthropic1,475+/-535,877AnthropicProprietary
23xAIGrok 4.20 BetaxAI1,474+/-526,576xAIProprietary
24Googlegemini-3.5-flash-mediumGoogle1,474+/-518,778GoogleProprietary
25OpenAIGPT-5.5 InstantOpenAI1,473+/-525,680OpenAIProprietary
26Google Deep MindGemini 3.0 FlashGoogle Deep Mind1,473+/-430,635Google Deep MindProprietary
27AnthropicClaude Opus 4 (thinking-32k)Anthropic1,473+/-436,973AnthropicProprietary
28xAIgrok-4.20-beta-0309-reasoningxAI1,472+/-461,765xAIProprietary
29AnthropicClaude Sonnet 4.6Anthropic1,472+/-461,253AnthropicProprietary
30xAIgrok-4.20-multi-agent-beta-0309xAI1,471+/-460,405xAIProprietary
31Z.aiglm-5.2-maxZ.ai1,469+/-522,252Z.aiMIT
32AnthropicClaude Opus 4Anthropic1,469+/-370,544AnthropicProprietary
33xAIGrok 4.5xAI1,469+/-612,507xAIProprietary
34GLM 5.1智谱AI1,469+/-434,857智谱AIMIT
35OpenAIgpt-5.6-terra-xhighOpenAI1,468+/-611,082OpenAIProprietary
36ERNIE-5.1-Preview百度1,468+/-536,899百度Proprietary
37xAIGrok 4.1 ThinkingxAI1,466+/-365,089xAIProprietary
38mimo-v2.5-proXiaomi1,466+/-445,910XiaomiMIT
39OpenAIGPT-5.4OpenAI1,465+/-463,185OpenAIProprietary
40Qwen3.5 Max Preview阿里巴巴1,465+/-521,286阿里巴巴Proprietary
41AnthropicClaude Sonnet 4.5 (high)Anthropic1,462+/-618,078AnthropicProprietary
42Moonshot AIKimi K2.6Moonshot AI1,461+/-537,313Moonshot AIModified MIT
43Qwen3.6-Max-Preview阿里巴巴1,460+/-85,154阿里巴巴Proprietary
44xAIGrok 4.1xAI1,459+/-367,282xAIProprietary
45Qwen3.7-Plus阿里巴巴1,459+/-526,153阿里巴巴Proprietary
46Google Deep MindGemini 3.0 Flash (minimal)Google Deep Mind1,459+/-385,631Google Deep MindProprietary
47DeepSeek-AIDeepSeek-V4-ProDeepSeek-AI1,458+/-449,183DeepSeek-AIMIT
48GLM-5智谱AI1,457+/-427,634智谱AIMIT
49Googlegemini-3.5-flash-liteGoogle1,457+/-78,488GoogleProprietary
50Hy3腾讯AI实验室1,456+/-103,353腾讯AI实验室Apache 2.0
51DOLA Seed 2.0 Pro字节跳动Seed团队1,456+/-472,163字节跳动Seed团队Proprietary
52AnthropicClaude Sonnet 4.5 (thinking-32k)Anthropic1,456+/-381,922AnthropicProprietary
53AnthropicClaude Sonnet 4.5Anthropic1,455+/-380,326AnthropicProprietary
54OpenAIGPT-5.1 Pro (high)OpenAI1,455+/-440,687OpenAIProprietary
55DeepSeekdeepseek-v4-pro-high-previewDeepSeek1,454+/-446,859DeepSeekMIT
56DeepMindGemma 4 31BDeepMind1,451+/-85,844DeepMindApache 2.0
57OpenAIgpt-5.6-luna-xhighOpenAI1,450+/-611,383OpenAIProprietary
58Moonshot AIKimi K2 ThinkingMoonshot AI1,450+/-366,269Moonshot AIModified MIT
59AnthropicOpus 4.1 (thinking-16k)Anthropic1,449+/-349,738AnthropicProprietary
60ERNIE 5.0 Preview (1203)百度1,449+/-79,729百度Proprietary
61OpenAIGPT-5.3 ChatOpenAI1,449+/-432,598OpenAIProprietary
62OpenAIGPT-5.4 mini (high)OpenAI1,449+/-459,046OpenAIProprietary
63mimo-v2-proXiaomi1,448+/-524,234XiaomiProprietary
64AnthropicOpus 4.1Anthropic1,447+/-377,219AnthropicProprietary
65ERNIE 5.0 (0110)百度1,447+/-435,047百度Proprietary
66Google Deep MindGemini 2.5 ProGoogle Deep Mind1,446+/-2124,056Google Deep MindProprietary
67MiniMaxAIMiniMax M3MiniMaxAI1,445+/-532,086MiniMaxAIMiniMax Community License
68OpenAIGPT-4.5OpenAI1,445+/-614,547OpenAIProprietary
69Qwen 3.6 Plus Preview阿里巴巴1,444+/-445,057阿里巴巴Proprietary
70OpenAIGPT-4o(2025-03-27)OpenAI1,443+/-382,359OpenAIProprietary
71xAIGrok 4.3 BetaxAI1,442+/-450,862xAIProprietary
72GLM-4.7智谱AI1,442+/-612,090智谱AIMIT
73Qwen3.5-397B-A17B阿里巴巴1,442+/-461,760阿里巴巴Apache 2.0
74InklingThinking Machines Lab1,441+/-69,873Thinking Machines LabApache 2.0
75OpenAIGPT-5.1OpenAI1,439+/-443,323OpenAIProprietary
76DeepMindGemma 4 26B A4BDeepMind1,438+/-85,757DeepMindApache 2.0
77DeepSeekdeepseek-v4-flash-high-previewDeepSeek1,438+/-448,387DeepSeekMIT
78OpenAIGPT-5.2 Pro (high)OpenAI1,437+/-447,657OpenAIProprietary
79DeepSeek-AIDeepSeek-V4-FlashDeepSeek-AI1,436+/-448,667DeepSeek-AIMIT
80OpenAIGPT-5.2OpenAI1,435+/-378,761OpenAIProprietary
81Meituanlongcat-flash-chat-2602-expMeituan1,435+/-527,736MeituanProprietary
82Qwen3 Max (Preview)阿里巴巴1,435+/-527,692阿里巴巴Proprietary
83OpenAIGPT-5-Pro (high)OpenAI1,434+/-531,884OpenAIProprietary
84mimo-v2.5Xiaomi1,434+/-444,251XiaomiMIT
85GLM-5V-Turbo智谱AI1,433+/-79,276智谱AIProprietary
86Google Deep MindGemini 3.1 Flash-LiteGoogle Deep Mind1,432+/-460,150Google Deep MindProprietary
87Moonshot AIKimi K2.5 InstantMoonshot AI1,432+/-78,150Moonshot AIModified MIT
88xAIGrok 4.1 Fast (fast-reasoning)xAI1,431+/-356,445xAIProprietary
89OpenAIOpenAI o3OpenAI1,431+/-459,674OpenAIProprietary
90mimo-v2-omniXiaomi1,430+/-619,262XiaomiProprietary
91Moonshot AIKimi K2 Thinking (thinking-turbo)Moonshot AI1,430+/-361,710Moonshot AIModified MIT
92MistralAIMistral Medium 3.5MistralAI1,427+/-710,907MistralAIModified MIT
93OpenAIGPT-5.2 Chat (0210)OpenAI1,427+/-431,525OpenAIProprietary
94NVIDIANemotron 3 UltraNVIDIA1,426+/-710,588NVIDIAOpenMDW-1.1
95Amazonamazon-nova-experimental-chat-26-02-10Amazon1,426+/-103,394AmazonProprietary
96DeepSeek-AIDeepSeek V3.2DeepSeek-AI1,425+/-447,008DeepSeek-AIMIT
97GLM-4.6智谱AI1,425+/-435,594智谱AIMIT
98DeepSeek-AIDeepSeek V3.2-Exp (thinking)DeepSeek-AI1,425+/-79,061DeepSeek-AIMIT
99AnthropicClaude Opus 4 (thinking-16k)Anthropic1,425+/-436,841AnthropicProprietary
100Alibabaqwen3-max-2025-09-23Alibaba1,424+/-69,145AlibabaProprietary
101Qwen3-235B-A22B-2507阿里巴巴1,423+/-396,758阿里巴巴Apache 2.0
102DeepSeek-AIDeepSeek V3.2-Exp (thinking)DeepSeek-AI1,423+/-440,836DeepSeek-AIMIT
103DeepSeek-AIDeepSeek V3.2-ExpDeepSeek-AI1,423+/-611,909DeepSeek-AIMIT
104DeepSeek-AIDeepSeek-R1-0528DeepSeek-AI1,422+/-618,424DeepSeek-AIMIT
105xAIGrok 4 FastxAI1,421+/-86,798xAIProprietary
106ERNIE 5.0百度1,418+/-94,701百度Proprietary
107Moonshot AIKimi K2 0905Moonshot AI1,418+/-611,764Moonshot AIModified MIT
108Moonshot AIKimi K2Moonshot AI1,418+/-527,592Moonshot AIModified MIT
109DeepSeek-AIDeepSeek-V3.1DeepSeek-AI1,417+/-614,948DeepSeek-AIMIT
110DeepSeek-AIDeepSeek-V3.1 Terminus (thinking)DeepSeek-AI1,417+/-103,454DeepSeek-AIMIT
111DeepSeek-AIDeepSeek-V3.1 (thinking)DeepSeek-AI1,417+/-711,721DeepSeek-AIMIT
112MiniMaxAIMiniMax-M2.7MiniMaxAI1,417+/-453,523MiniMaxAIModified MIT
113Qwen3.5-122B-A10B阿里巴巴1,417+/-428,222阿里巴巴Apache 2.0
114MistralAIMistral Large 3MistralAI1,415+/-354,560MistralAIApache 2.0
115Amazonamazon-nova-experimental-chat-26-01-10Amazon1,415+/-103,392AmazonProprietary
116Qwen3-VL-235B-A22B-Instruct阿里巴巴1,415+/-611,490阿里巴巴Apache 2.0
117DeepSeek-AIDeepSeek-V3.1 TerminusDeepSeek-AI1,415+/-103,691DeepSeek-AIMIT
118OpenAIGPT-4.1OpenAI1,414+/-450,921OpenAIProprietary
119AnthropicClaude Opus 4Anthropic1,413+/-444,145AnthropicProprietary
120AnthropicHaiku 4.5Anthropic1,412+/-3112,572AnthropicProprietary
121Tencenthunyuan-hy3-previewTencent1,412+/-86,557Tencenttencent-hunyuan-community
122xAIGrok 3xAI1,411+/-432,861xAIProprietary
123GLM-4.5智谱AI1,411+/-524,280智谱AIMIT
124Google Deep MindGemini 2.5 FlashGoogle Deep Mind1,410+/-2123,985Google Deep MindProprietary
125xAIGrok 4xAI1,409+/-441,325xAIProprietary
126MistralAIMagistral-Medium-2506MistralAI1,409+/-393,426MistralAIProprietary
127Qwen3.5-27B阿里巴巴1,408+/-427,077阿里巴巴Apache 2.0
128Google Deep MindGemini 2.5 Flash-Preview-09-2025Google Deep Mind1,404+/-432,862Google Deep MindProprietary
129xAIGrok 4 Fast (fast-reasoning)xAI1,404+/-518,698xAIProprietary
130Alibabaqwen3-235b-a22b-no-thinkingAlibaba1,403+/-538,139AlibabaApache 2.0
131OpenAIGPT-5.4 nano (high)OpenAI1,402+/-458,061OpenAIProprietary
132OpenAIOpenAI o1OpenAI1,402+/-427,807OpenAIProprietary
133Qwen3-Next阿里巴巴1,401+/-522,853阿里巴巴Apache 2.0
134Meituanlongcat-flash-chatMeituan1,401+/-611,386MeituanMIT
135AnthropicClaude Sonnet 4 (thinking-32k)Anthropic1,399+/-435,055AnthropicProprietary
136Alibabaqwen3-235b-a22b-thinking-2507Alibaba1,399+/-78,980AlibabaApache 2.0
137DeepSeek-AIDeepSeek-R1DeepSeek-AI1,398+/-518,524DeepSeek-AIMIT
138StepFunAIStep 3.5 FlashStepFunAI1,397+/-457,927StepFunAIProprietary
139DeepSeek-AIDeepSeek-V3-0324DeepSeek-AI1,396+/-445,446DeepSeek-AIMIT
140Qwen3.5-35B-A3B阿里巴巴1,395+/-428,884阿里巴巴Apache 2.0
141Qwen3-VL-235B-A22B-Instruct (thinking)阿里巴巴1,395+/-77,937阿里巴巴Apache 2.0
142Tencenthunyuan-vision-1.5-thinkingTencent1,395+/-122,217TencentProprietary
143StepFunAIStep 3.5 FlashStepFunAI1,395+/-457,020StepFunAIApache 2.0
144Amazonamazon-nova-experimental-chat-12-10Amazon1,393+/-103,673AmazonProprietary
145mimo-v2-flash (non-thinking)Xiaomi1,393+/-446,264XiaomiMIT
146OpenAIGPT-5-mini (high)OpenAI1,390+/-526,998OpenAIProprietary
147OpenAIOpenAI o4 - miniOpenAI1,390+/-445,381OpenAIProprietary
148MiniMaxAIMiniMax M2.5MiniMaxAI1,390+/-440,751MiniMaxAIModified MIT
149AnthropicClaude Sonnet 4Anthropic1,389+/-440,244AnthropicProprietary
150OpenAIOpenAI o1OpenAI1,389+/-531,122OpenAIProprietary
151Qwen3-Coder-480B-A35B阿里巴巴1,388+/-525,689阿里巴巴Apache 2.0
152AnthropicClaude3-Sonnet (thinking-32k)Anthropic1,388+/-438,791AnthropicProprietary
153mimo-v2-flash (thinking)Xiaomi1,387+/-610,919XiaomiMIT
154Mistralmistral-medium-2505Mistral1,387+/-533,172MistralProprietary
155Hunyuan-T1腾讯AI实验室1,387+/-94,696腾讯AI实验室Proprietary
156MiniMaxAIM2.1MiniMaxAI1,384+/-517,059MiniMaxAIMIT
157Qwen3-30B-A3B-2507阿里巴巴1,383+/-523,705阿里巴巴Apache 2.0
158OpenAIGPT-4.1 miniOpenAI1,383+/-439,280OpenAIProprietary
159Tencenthunyuan-turbos-20250416Tencent1,382+/-610,715TencentProprietary
160Google Deep MindGemini 2.5 Flash-Lite-Preview-09-2025 (no-thinking)Google Deep Mind1,380+/-347,159Google Deep MindProprietary
161trinity-large-preview Apache 2.01,379+/-429,678
162GLM-4.6V智谱AI1,377+/-112,797智谱AIMIT
163Qwen3-235B-A22B阿里巴巴1,375+/-526,238阿里巴巴Apache 2.0
164Google Deep MindGemini 2.5 Flash-Lite (thinking)Google Deep Mind1,374+/-532,852Google Deep MindProprietary
165Qwen2.5-Max阿里巴巴1,374+/-432,589阿里巴巴Proprietary
166AnthropicClaude 3.5 SonnetAnthropic1,373+/-388,291AnthropicProprietary
167GLM-4.5-Air智谱AI1,373+/-431,054智谱AIMIT
168AnthropicClaude3-SonnetAnthropic1,372+/-443,139AnthropicProprietary
169Qwen3-Next (thinking)阿里巴巴1,369+/-613,667阿里巴巴Apache 2.0
170trinity-large-thinking Apache 2.01,369+/-528,817
171GLM-4.7-Flash智谱AI1,368+/-611,679智谱AIMIT
172Google Deep MindGemma 3 - 27B (IT)Google Deep Mind1,366+/-447,468Google Deep MindGemma
173Amazonamazon-nova-experimental-chat-11-10Amazon1,366+/-425,256AmazonProprietary
174MiniMaxminimax-m1MiniMax1,364+/-435,142MiniMaxApache 2.0
175OpenAIOpenAI o3-mini (high)OpenAI1,364+/-518,589OpenAIProprietary
176OpenAIOpenAI o3-mini (high)OpenAI1,362+/-516,938OpenAIProprietary
177Nvidianvidia-nemotron-3-super-120b-a12bNvidia1,361+/-77,490NvidiaNVIDIA Open Model
178DeepMindGemini 2.0 Flash ExperimentalDeepMind1,360+/-443,721DeepMindProprietary
179DeepSeek-AIDeepSeek-V3DeepSeek-AI1,359+/-521,770DeepSeek-AIDeepSeek
180MistralAIMistral-Small-3.2MistralAI1,357+/-517,690MistralAIApache 2.0
181xAIgrok-3-mini-betaxAI1,357+/-522,674xAIProprietary
182intellect-3 MIT1,356+/-85,326
183CohereAIC4AI Command A (202503)CohereAI1,354+/-356,195CohereAICC-BY-NC-4.0
184DeepMindGemini 2.0 Flash-LiteDeepMind1,354+/-424,955DeepMindProprietary
185GLM-4.5V智谱AI1,353+/-84,957智谱AIMIT
186OpenAIGPT OSS 120BOpenAI1,352+/-430,608OpenAIApache 2.0
187Google Deep MindGemini 1.5 ProGoogle Deep Mind1,351+/-355,606Google Deep MindProprietary
188Amazonamazon-nova-experimental-chat-10-20Amazon1,349+/-611,456AmazonProprietary
189Tencenthunyuan-turbos-20250226Tencent1,349+/-122,220TencentProprietary
190StepFunAIStep3StepFunAI1,348+/-76,531StepFunAIApache 2.0
191OpenAIOpenAI o3-miniOpenAI1,348+/-457,297OpenAIProprietary
192Nvidiallama-3.1-nemotron-ultra-253b-v1Nvidia1,348+/-122,549NvidiaNvidia Open Model
193Amazonamazon-nova-experimental-chat-10-09Amazon1,348+/-112,822AmazonProprietary
194Qwen3-32B阿里巴巴1,347+/-93,926阿里巴巴Apache 2.0
195AImercury-2 InceptionAI1,347+/-113,099AIProprietary
196Alibabaqwen-plus-0125Alibaba1,346+/-85,819AlibabaProprietary
197ling-flash-2.0 AntGroup1,346+/-76,992GroupMIT
198OpenAIGPT-4oOpenAI1,346+/-3112,881OpenAIProprietary
199MiniMaxAIMiniMax M2MiniMaxAI1,346+/-86,862MiniMaxAIApache 2.0
200Nvidianvidia-llama-3.3-nemotron-super-49b-v1.5Nvidia1,343+/-103,344NvidiaNvidia Open
201glm-4-plus-0111Zhipu1,343+/-85,760ZhipuProprietary
202AnthropicClaude 3.5 SonnetAnthropic1,343+/-382,419AnthropicProprietary
203Google Deep MindGemma 3 - 12B (IT)Google Deep Mind1,342+/-103,829Google Deep MindGemma
204Tencenthunyuan-turbo-0110Tencent1,341+/-122,290TencentProprietary
205OpenAIGPT-5-Nano (high)OpenAI1,337+/-78,255OpenAIProprietary
206OpenAIOpenAI o1-miniOpenAI1,337+/-451,981OpenAIProprietary
207Nova 2 Lite亚马逊1,337+/-612,210亚马逊Proprietary
208QwQ-32B阿里巴巴1,336+/-425,362阿里巴巴Apache 2.0
209xAIGrok 2xAI1,336+/-463,498xAIProprietary
210Googlegemini-advanced-0514Google1,336+/-550,148GoogleProprietary
211OpenAIGPT-4oOpenAI1,335+/-445,499OpenAIProprietary
212Metallama-3.1-405b-instruct-bf16Meta1,335+/-441,375MetaLlama 3.1 Community
213StepFunstep-2-16k-exp-202412StepFun1,334+/-94,833StepFunProprietary
214Metallama-3.1-405b-instruct-fp8Meta1,333+/-459,656MetaLlama 3.1 Community
215olmo-3.1-32b-instructAi21,330+/-612,197Ai2Apache 2.0
216molmo-2-8bAi21,329+/-21800Ai2Apache 2.0
217yi-lightning Proprietary1,328+/-527,332
218Nvidiallama-3.3-nemotron-49b-super-v1Nvidia1,328+/-122,218NvidiaNvidia
219Qwen3-30B-A3B阿里巴巴1,327+/-526,451阿里巴巴Apache 2.0
220Llama 4 Maverick InstructFacebook AI研究实验室1,327+/-439,938Facebook AI研究实验室Llama 4
221Tencenthunyuan-large-2025-02-10Tencent1,326+/-103,738TencentProprietary
222OpenAIgpt-4-turbo-2024-04-09OpenAI1,324+/-498,114OpenAIProprietary
223AnthropicClaude 3.5 HaikuAnthropic1,324+/-369,911AnthropicProprietary
224Google Deep MindGemini 1.5 ProGoogle Deep Mind1,324+/-479,138Google Deep MindProprietary
225DeepSeekdeepseek-v2.5-1210DeepSeek1,323+/-86,795DeepSeekDeepSeek
226Llama 4 Scout InstructFacebook AI研究实验室1,323+/-530,259Facebook AI研究实验室Llama
227OpenAIGPT-4.1 nanoOpenAI1,322+/-86,103OpenAIProprietary
228AnthropicClaude3-OpusAnthropic1,322+/-3194,909AnthropicProprietary
229ring-flash-2.0 AntGroup1,321+/-77,137GroupMIT
230StepFunstep-1o-turbo-202506StepFun1,320+/-79,018StepFunProprietary
231glm-4-plusZhipu AI1,319+/-526,126Zhipu AIProprietary
232Llama3.3-70B-InstructFacebook AI研究实验室1,318+/-354,709Facebook AI研究实验室Llama-3.3
233Google Deep MindGemma-3n-E4BGoogle Deep Mind1,318+/-522,553Google Deep MindGemma
234Alibabaqwen-max-0919Alibaba1,318+/-616,478AlibabaQwen
235OpenAIGPT-4o miniOpenAI1,318+/-468,707OpenAIProprietary
236OpenAIGPT OSS 20BOpenAI1,317+/-610,620OpenAIApache 2.0
237Nvidianvidia-nemotron-3-nano-30b-a3b-bf16Nvidia1,315+/-615,490NvidiaNVIDIA Open Model
238Alibabaqwen2.5-plus-1127Alibaba1,315+/-610,187AlibabaProprietary
239athene-v2-chat NexusFlow1,314+/-524,739
240Mistralmistral-large-2407Mistral1,314+/-445,459MistralMistral Research
241OpenAIGPT-4OpenAI1,313+/-493,439OpenAIProprietary
242OpenAIGPT-4OpenAI1,312+/-4100,105OpenAIProprietary
243Tencenthunyuan-standard-2025-02-10Tencent1,311+/-103,904TencentProprietary
244Googlegemini-1.5-flash-002Google1,309+/-434,902GoogleProprietary
245xAIgrok-2-mini-2024-08-13xAI1,309+/-452,567xAIProprietary
246DeepSeek-AIDeepSeek V2.5DeepSeek-AI1,307+/-524,572DeepSeek-AIDeepSeek
247granite-4.1-8bIBM1,307+/-104,003IBMApache 2.0
248athene-70b-0725 CC-BY-NC-4.01,307+/-619,621
249AImercury InceptionAI1,306+/-141,953AIProprietary
250olmo-3-32b-thinkAi21,305+/-85,929Ai2Apache 2.0
251Mistralmistral-large-2411Mistral1,305+/-428,073MistralMRL
252MistralAIMagistral-Medium-2506MistralAI1,304+/-611,616MistralAIProprietary
253Google Deep MindGemma 3 - 4B (IT)Google Deep Mind1,303+/-94,171Google Deep MindGemma
254MistralAIMistral-Small-3.1-24B-Instruct-2503MistralAI1,303+/-533,186MistralAIApache 2.0
255Qwen2.5-VL-72B-Instruct阿里巴巴1,303+/-439,406阿里巴巴Qwen
256Llama3.1-70B-InstructFacebook AI研究实验室1,299+/-87,140Facebook AI研究实验室Llama 3.1
257Tencenthunyuan-large-visionTencent1,294+/-95,365TencentProprietary
258Llama3.1-70B-InstructFacebook AI研究实验室1,293+/-455,240Facebook AI研究实验室Llama 3.1 Community
259Amazonamazon-nova-pro-v1.0Amazon1,290+/-524,745AmazonProprietary
260jamba-1.5-large Jamba Open1,289+/-78,662
261Googlegemma-2-27b-itGoogle1,289+/-375,754GoogleGemma license
262reka-core-20240904 Proprietary1,288+/-77,312
263ibm-granite-h-smallIBM1,287+/-85,677IBMApache 2.0
264OpenAIGPT-4OpenAI1,287+/-554,173OpenAIProprietary
265Googlegemini-1.5-flash-001Google1,286+/-562,833GoogleProprietary
266Nvidiallama-3.1-nemotron-51b-instructNvidia1,286+/-103,749NvidiaLlama 3.1
267llama-3.1-tulu-3-70bAi21,286+/-102,846Ai2Llama 3.1
268olmo-3.1-32b-thinkAi21,285+/-78,486Ai2Apache 2.0
269AnthropicClaude3-SonnetAnthropic1,281+/-4109,284AnthropicProprietary
270gemma-2-9b-it-simpo MIT1,280+/-710,072
271Nvidianemotron-4-340b-instructNvidia1,277+/-519,659NvidiaNVIDIA Open Model
272Llama3-70B-InstructFacebook AI研究实验室1,276+/-4156,876Facebook AI研究实验室Llama 3 Community
273Coherecommand-r-plus-08-2024Cohere1,276+/-79,866CohereCC-BY-NC-4.0
274OpenAIGPT-4OpenAI1,275+/-488,723OpenAIProprietary
275MistralAIMistral Small 24B Instruct 2501MistralAI1,274+/-614,681MistralAIApache 2.0
276GLM4智谱AI1,273+/-79,788智谱AIProprietary
277reka-flash-20240904 Proprietary1,272+/-77,536
278Qwen2.5-Coder-32B-Instruct阿里巴巴1,271+/-85,432阿里巴巴Apache 2.0
279CohereAIC4AI Aya Vision 32BCohereAI1,267+/-527,124CohereAICC-BY-NC-4.0
280Googlegemma-2-9b-itGoogle1,267+/-454,611GoogleGemma license
281DeepSeekdeepseek-coder-v2DeepSeek1,265+/-615,147DeepSeekDeepSeek License
282Qwen2-72B-Instruct阿里巴巴1,261+/-537,325阿里巴巴Qianwen LICENSE
283CohereAIC4AI Command R+CohereAI1,261+/-477,554CohereAICC-BY-NC-4.0
284AnthropicClaude3-HaikuAnthropic1,261+/-4117,701AnthropicProprietary
285Amazonamazon-nova-lite-v1.0Amazon1,260+/-519,372AmazonProprietary
286Googlegemini-1.5-flash-8b-001Google1,259+/-435,558GoogleProprietary
287Microsoft AzurePhi-4-reasoningMicrosoft Azure1,256+/-524,126Microsoft AzureMIT
288olmo-2-0325-32b-instructAi21,251+/-113,334Ai2Apache-2.0
289Coherecommand-r-08-2024Cohere1,250+/-710,140CohereCC-BY-NC-4.0
290Mistralmistral-large-2402Mistral1,242+/-562,436MistralProprietary
291Amazonamazon-nova-micro-v1.0Amazon1,241+/-519,364AmazonProprietary
292jamba-1.5-mini Jamba Open1,240+/-78,858
293Mistralministral-8b-2410Mistral1,237+/-94,781MistralMRL
294Googlegemini-pro-dev-apiGoogle1,236+/-718,354GoogleProprietary
295Qwen1.5-110B-Chat阿里巴巴1,234+/-626,195阿里巴巴Qianwen LICENSE
296Tencenthunyuan-standard-256kTencent1,233+/-122,728TencentProprietary
297reka-flash-21b-20240226-online Proprietary1,233+/-715,450
298Qwen1.5-72B-Chat阿里巴巴1,233+/-539,302阿里巴巴Qianwen LICENSE
299MistralAIMixtral-8x22B-Instruct-v0.1MistralAI1,229+/-551,416MistralAIApache 2.0
300reka-flash-21b-20240226 Proprietary1,226+/-624,806
301Coherecommand-rCohere1,226+/-554,036CohereCC-BY-NC-4.0
302OpenAIgpt-3.5-turbo-0125OpenAI1,225+/-566,207OpenAIProprietary
303Llama3-8B-InstructFacebook AI研究实验室1,223+/-4104,642Facebook AI研究实验室Llama 3 Community
304CohereAIC4AI Aya Vision 8BCohereAI1,223+/-79,818CohereAICC-BY-NC-4.0
305DeepMindGemini-proDeepMind1,223+/-126,390DeepMindProprietary
306Mistralmistral-mediumMistral1,222+/-534,550MistralProprietary
307llama-3.1-tulu-3-8bAi21,221+/-112,896Ai2Llama 3.1
308Yi-1.5-34B零一万物1,213+/-524,146零一万物
309zephyr-orpo-141b-A35b-v0.1 Apache 2.01,212+/-114,652
310Llama3.1-8B-InstructFacebook AI研究实验室1,211+/-449,605Facebook AI研究实验室Llama 3.1 Community
311Llama3.1-8B-InstructFacebook AI研究实验室1,208+/-113,090Facebook AI研究实验室Apache 2.0
312Alibabaqwen1.5-32b-chatAlibaba1,203+/-621,741AlibabaQianwen LICENSE
313OpenAIgpt-3.5-turbo-1106OpenAI1,203+/-916,619OpenAIProprietary
314Googlegemma-2-2b-itGoogle1,200+/-446,616GoogleGemma license
315Microsoft AzurePhi-3-medium 14B-previewMicrosoft Azure1,197+/-525,055Microsoft AzureMIT
316Mistralmixtral-8x7b-instruct-v0.1Mistral1,197+/-473,503MistralApache 2.0
317dbrx-instruct-preview DBRX LICENSE1,195+/-632,191
318InternLM2-Base-20B上海人工智能实验室1,191+/-79,901上海人工智能实验室
319Qwen1.5-14B-Chat阿里巴巴1,191+/-717,839阿里巴巴Qianwen LICENSE
320DeepSeek-AIDeepSeek LLM 67B ChatDeepSeek-AI1,184+/-114,932DeepSeek-AIDeepSeek License
321WizardLM-70B-V1.0WizardLM Team1,184+/-98,214WizardLM TeamLlama 2 Community
322Yi-34B零一万物1,183+/-715,483零一万物
323granite-3.0-8b-instructIBM1,182+/-96,638IBMApache 2.0
324openchat-3.5 Apache-2.01,182+/-107,968
325openchat-3.5-0106 Apache-2.01,182+/-812,637
326Google ResearchGemma 1.1-7B-ITGoogle Research1,182+/-623,893Google ResearchGemma license
327snowflake-arctic-instruct Apache 2.01,179+/-632,832
328granite-3.1-2b-instructIBM1,179+/-113,188IBMApache 2.0
329LLaMA2 70BFacebook AI研究实验室1,177+/-106,535Facebook AI研究实验室
330openhermes-2.5-mistral-7b Apache-2.01,175+/-105,006
331Vicuna 33BLM-SYS1,172+/-622,479LM-SYS
332starling-lm-7b-beta Apache-2.01,171+/-716,056
333Microsoft AzurePhi-3-small 7BMicrosoft Azure1,171+/-617,766Microsoft AzureMIT
334Metallama-2-70b-chatMeta1,170+/-538,492MetaLlama 2 Community
335starling-lm-7b-alpha CC-BY-NC-4.01,167+/-810,224
336Metallama-3.2-3b-instructMeta1,166+/-87,936MetaLlama 3.2
337nous-hermes-2-mixtral-8x7b-dpo Apache-2.01,164+/-123,777
338Qwen3-VL-2B阿里巴巴1,156+/-86,837阿里巴巴Apache 2.0
339QwQ-32B-Preview阿里巴巴1,155+/-113,231阿里巴巴Apache 2.0
340Nvidiallama2-70b-steerlm-chatNvidia1,154+/-133,585NvidiaLlama 2 Community
341solar-10.7b-instruct-v1.0 CC-BY-NC-4.01,152+/-134,155
342dolphin-2.2.1-mistral-7b Apache-2.01,152+/-151,679
343mpt-30b-chat CC-BY-NC-SA-4.01,150+/-122,572
344Microsoftwizardlm-13bMicrosoft1,149+/-97,044MicrosoftLlama 2 Community
345MistralAIMistral-7B-Instruct-v0.2MistralAI1,149+/-719,402MistralAIApache-2.0
346falcon-180b-chat Falcon-180B TII License1,147+/-171,295
347Qwen1.5-7B-Chat阿里巴巴1,143+/-104,737阿里巴巴Qianwen LICENSE
348Microsoft AzurePhi-3-mini 3.8BMicrosoft Azure1,143+/-612,297Microsoft AzureMIT
349Baichuan2-13B-Chat百川智能1,141+/-719,174百川智能Llama 2 Community
350vicuna-13b Llama 2 Community1,141+/-719,367
351Qwen-14B-Chat阿里巴巴1,139+/-114,964阿里巴巴Qianwen LICENSE
352Google ResearchPaLM 2Google Research1,138+/-98,554Google ResearchProprietary
353Google ResearchGemma 7B - ItGoogle Research1,137+/-98,925Google ResearchGemma license
354CodeLLaMA-34BFacebook AI研究实验室1,136+/-97,366Facebook AI研究实验室Llama 2 Community
355zephyr-7b-beta MIT1,130+/-911,118
356Microsoft AzurePhi-3-mini 3.8BMicrosoft Azure1,129+/-720,685Microsoft AzureMIT
357Microsoft AzurePhi-3-mini 3.8BMicrosoft Azure1,128+/-620,118Microsoft AzureMIT
358guanaco-33b Non-commercial1,127+/-122,921
359zephyr-7b-alpha MIT1,126+/-161,785
360stripedhyena-nous-7b Apache 2.01,121+/-115,182
361CodeLlama-70B-InstructFacebook AI研究实验室1,119+/-181,143Facebook AI研究实验室Llama 2 Community
362Google ResearchGemma 1.1-2B-ITGoogle Research1,116+/-810,854Google ResearchGemma license
363vicuna-7b Llama 2 Community1,115+/-96,923
364smollm2-1.7b-instruct Apache 2.01,114+/-142,199
365Metallama-3.2-1b-instructMeta1,111+/-88,045MetaLlama 3.2
366MistralAIMistral 7B InstructMistralAI1,110+/-98,977MistralAIApache 2.0
367Baichuan2-7B-Chat百川智能1,108+/-714,148百川智能Llama 2 Community
368Google ResearchGemma 2B - ItGoogle Research1,093+/-114,780Google ResearchGemma license
369Qwen1.5-4B-Chat阿里巴巴1,090+/-97,597阿里巴巴Qianwen LICENSE
370olmo-7b-instructAi21,073+/-116,328Ai2Apache-2.0
371Koala达摩院1,070+/-106,965达摩院
372alpaca-13b Non-commercial1,069+/-115,745
373GPT4All 13BNomic AI1,067+/-151,743Nomic AI
374mpt-7b-chat CC-BY-NC-SA-4.01,062+/-123,924
375ChatGLM3-6B智谱AI1,056+/-124,658智谱AI
376RWKV-4-Raven-14B Apache 2.01,042+/-114,845
377ChatGLM2-6B智谱AI1,024+/-142,658智谱AI
378oasst-pythia-12b Apache 2.01,023+/-116,310
379ChatGLM-6B智谱AI995+/-134,914智谱AI
380fastchat-t5-3b Apache 2.0992+/-124,203
381dolly-v2-12b MIT981+/-143,412
382LLaMA 13BFacebook AI研究实验室974+/-162,391Facebook AI研究实验室Non-commercial
383stablelm-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