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-high

最高得分

1,506

模型数量

402

数据版本

2026年09月13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-5-highAnthropic1,506+/-530,057AnthropicProprietary
AnthropicClaude Opus 4.6 (high)Anthropic1,505+/-471,993AnthropicProprietary
AnthropicOpus 4.7 (high)Anthropic1,502+/-460,002AnthropicProprietary
4Facebook AI研究实验室Muse Spark 1.2 (xhigh)Facebook AI研究实验室1,500+/-113,227Facebook AI研究实验室Proprietary
5AnthropicClaude Fable 5.1 (max)Anthropic1,498+/-85,783AnthropicProprietary
6AnthropicClaude Opus 4.6Anthropic1,497+/-375,878AnthropicProprietary
7AnthropicOpus 4.7Anthropic1,494+/-461,128AnthropicProprietary
8Metamuse-spark-1.3-maxMeta1,493+/-94,723MetaProprietary
9Googlegemini-3.8-flash-highGoogle1,493+/-95,076GoogleProprietary
10AnthropicClaude Opus 5 (high)Anthropic1,493+/-442,617AnthropicProprietary
11Facebook AI研究实验室Muse Spark 1.1Facebook AI研究实验室1,493+/-527,615Facebook AI研究实验室Proprietary
12Googlegemini-3.7-flash-highGoogle1,490+/-85,640GoogleProprietary
13Facebook AI研究实验室Muse SparkFacebook AI研究实验室1,488+/-613,565Facebook AI研究实验室Proprietary
14AnthropicClaude Opus 5 (max)Anthropic1,487+/-520,706AnthropicProprietary
15Google DeepMindGemini 3.1 Pro PreviewGoogle DeepMind1,487+/-3106,951Google DeepMindProprietary
16Google DeepMindGemini 3 ProGoogle DeepMind1,485+/-440,654Google DeepMindProprietary
17Moonshot AIKimi K3 (max)Moonshot AI1,485+/-520,987Moonshot AIKimi K3 license
18OpenAIGPT-5.6 Sol (xhigh)OpenAI1,483+/-527,069OpenAIProprietary
19Z.aiglm-5.3-maxZ.ai1,483+/-610,960Z.aiMIT
20OpenAIGPT-5.5 (high)OpenAI1,482+/-464,924OpenAIProprietary
21AnthropicClaude Opus 4.8 (high)Anthropic1,481+/-452,535AnthropicProprietary
22阿里巴巴Qwen3.8-Max阿里巴巴1,481+/-616,670阿里巴巴Proprietary
23Googlegemini-3.6-flash-highGoogle1,480+/-526,445GoogleProprietary
24OpenAIgpt-6-astra-maxOpenAI1,480+/-122,693OpenAIProprietary
25Googlegemini-3.5-flash-highGoogle1,478+/-438,257GoogleProprietary
26OpenAIGPT-5.4 (high)OpenAI1,476+/-460,537OpenAIProprietary
27OpenAIGPT-5.2 Chat (0210)OpenAI1,476+/-434,176OpenAIProprietary
28OpenAIGPT-5.5OpenAI1,476+/-466,317OpenAIProprietary
29Z.aiglm-5.3-flashZ.ai1,475+/-710,038Z.aiMIT
30xAIGrok 4.20 BetaxAI1,475+/-526,599xAIProprietary
31Googlegemini-3.5-flash-mediumGoogle1,474+/-436,627GoogleProprietary
32OpenAIGPT-5.5 InstantOpenAI1,474+/-525,850OpenAIProprietary
33Google DeepMindGemini 3.0 FlashGoogle DeepMind1,474+/-430,225Google DeepMindProprietary
34阿里巴巴Qwen3.7-Max-Preview阿里巴巴1,473+/-103,705阿里巴巴Proprietary
35AnthropicClaude Opus 4.8Anthropic1,473+/-453,446AnthropicProprietary
36AnthropicOpus 4.5Anthropic1,473+/-436,239AnthropicProprietary
37AnthropicClaude Sonnet 4.6Anthropic1,473+/-466,208AnthropicProprietary
38Z.aiglm-5.2-maxZ.ai1,472+/-536,798Z.aiMIT
39xAIgrok-4.20-beta-0309-reasoningxAI1,471+/-462,168xAIProprietary
40xAIgrok-4.20-multi-agent-beta-0309xAI1,470+/-460,777xAIProprietary
41AnthropicClaude Opus 4Anthropic1,469+/-370,013AnthropicProprietary
42xAIGrok 4.5xAI1,468+/-530,103xAIProprietary
43百度ERNIE-5.1-Preview百度1,468+/-537,058百度Proprietary
44mimo-v2.5-proXiaomi1,467+/-460,919XiaomiMIT
45OpenAIGPT-5.6 Terra (xhigh)OpenAI1,466+/-528,119OpenAIProprietary
46OpenAIGPT-5.4OpenAI1,466+/-463,526OpenAIProprietary
47智谱AIGLM 5.1智谱AI1,466+/-448,901智谱AIMIT
48xAIGrok 4.1 ThinkingxAI1,465+/-364,152xAIProprietary
49阿里巴巴Qwen3.5 Max Preview阿里巴巴1,465+/-521,476阿里巴巴Proprietary
50DeepSeekdeepseek-v4-pro-high-20260813DeepSeek1,463+/-79,008DeepSeekMIT
51AnthropicClaude Sonnet 4.5 (high)Anthropic1,461+/-535,301AnthropicProprietary
52Moonshot AIKimi K2.6Moonshot AI1,460+/-537,502Moonshot AIModified MIT
53阿里巴巴Qwen3.6-Max-Preview阿里巴巴1,460+/-85,186阿里巴巴Proprietary
54xAIGrok 4.1xAI1,459+/-366,340xAIProprietary
55Google DeepMindGemini 3.0 Flash (minimal)Google DeepMind1,458+/-385,799Google DeepMindProprietary
56智谱AIGLM-5智谱AI1,458+/-427,605智谱AIMIT
57DeepSeek-AIDeepSeek-V4-ProDeepSeek-AI1,457+/-454,130DeepSeek-AIMIT
58AnthropicClaude Sonnet 4.5Anthropic1,456+/-380,980AnthropicProprietary
59Google DeepMindGemini 3.5 Flash-LiteGoogle DeepMind1,456+/-526,165Google DeepMindProprietary
60腾讯AI实验室Hy3腾讯AI实验室1,456+/-78,047腾讯AI实验室Apache 2.0
61字节跳动Seed团队DOLA Seed 2.0 Pro字节跳动Seed团队1,456+/-374,159字节跳动Seed团队Proprietary
62阿里巴巴Qwen3.7-Plus阿里巴巴1,456+/-439,334阿里巴巴Proprietary
63SpaceXAIgrok-4.6-highSpaceXAI1,456+/-615,521SpaceXAIProprietary
64OpenAIGPT-5.1 Pro (high)OpenAI1,455+/-440,284OpenAIProprietary
65AnthropicClaude Sonnet 4.5Anthropic1,455+/-379,628AnthropicProprietary
66DeepSeekdeepseek-v4-pro-high-previewDeepSeek1,455+/-451,485DeepSeekMIT
67OpenAIGPT-5.6 Luna (xhigh)OpenAI1,452+/-528,547OpenAIProprietary
68Google DeepMindGemma 4 31BGoogle DeepMind1,451+/-85,894Google DeepMindApache 2.0
69Moonshot AIKimi K2 ThinkingMoonshot AI1,450+/-370,513Moonshot AIModified MIT
70AnthropicOpus 4.1 (thinking-16k)Anthropic1,450+/-348,811AnthropicProprietary
71OpenAIGPT-5.3 ChatOpenAI1,449+/-432,727OpenAIProprietary
72百度ERNIE 5.0 Preview (1203)百度1,449+/-79,561百度Proprietary
73mimo-v2-proXiaomi1,448+/-524,365XiaomiProprietary
74OpenAIGPT-5.4 mini (high)OpenAI1,448+/-459,387OpenAIProprietary
75AnthropicOpus 4.1Anthropic1,448+/-375,913AnthropicProprietary
76百度ERNIE 5.0 (0110)百度1,446+/-434,860百度Proprietary
77Google DeepMindGemini 2.5 ProGoogle DeepMind1,445+/-2122,554Google DeepMindProprietary
78OpenAIGPT-4.5OpenAI1,445+/-614,547OpenAIProprietary
79阿里巴巴Qwen 3.6 Plus Preview阿里巴巴1,443+/-445,319阿里巴巴Proprietary
80OpenAIGPT-4o(2025-03-27)OpenAI1,443+/-380,677OpenAIProprietary
81xAIGrok 4.3 BetaxAI1,443+/-466,801xAIProprietary
82阿里巴巴Qwen3.5-397B-A17B阿里巴巴1,442+/-377,007阿里巴巴Apache 2.0
83智谱AIGLM-4.7智谱AI1,442+/-611,893智谱AIMIT
84MiniMaxAIMiniMax M3MiniMaxAI1,441+/-448,540MiniMaxAIMiniMax Community License
85InklingThinking Machines Lab1,440+/-525,922Thinking Machines LabApache 2.0
86OpenAIGPT-5.1OpenAI1,439+/-442,982OpenAIProprietary
87DeepSeekdeepseek-v4-flash-high-previewDeepSeek1,438+/-448,597DeepSeekMIT
88Google DeepMindGemma 4 26B A4BGoogle DeepMind1,438+/-85,804Google DeepMindApache 2.0
89OpenAIGPT-5.2 Pro (high)OpenAI1,438+/-447,538OpenAIProprietary
90Alibabaqwen3.8-27bAlibaba1,437+/-610,697AlibabaApache 2.0
91OpenAIGPT-5.2OpenAI1,436+/-378,967OpenAIProprietary
92DeepSeek-AIDeepSeek-V4-FlashDeepSeek-AI1,436+/-448,887DeepSeek-AIMIT
93Meituanlongcat-flash-chat-2602-expMeituan1,435+/-527,962MeituanProprietary
94阿里巴巴Qwen3 Max (Preview)阿里巴巴1,435+/-527,194阿里巴巴Proprietary
95OpenAIGPT-5-Pro (high)OpenAI1,435+/-531,428OpenAIProprietary
96mimo-v2.5Xiaomi1,434+/-444,466XiaomiMIT
97智谱AIGLM-5V-Turbo智谱AI1,433+/-79,361智谱AIProprietary
98Google DeepMindGemini 3.1 Flash-LiteGoogle DeepMind1,432+/-460,405Google DeepMindProprietary
99OpenAIOpenAI o3OpenAI1,432+/-458,579OpenAIProprietary
100Moonshot AIKimi K2.5 InstantMoonshot AI1,431+/-77,987Moonshot AIModified MIT
101xAIGrok 4.1 Fast (fast-reasoning)xAI1,430+/-355,363xAIProprietary
102Moonshot AIKimi K2 Thinking (thinking-turbo)Moonshot AI1,430+/-361,088Moonshot AIModified MIT
103mimo-v2-omniXiaomi1,430+/-619,414XiaomiProprietary
104Facebook AI研究实验室Muse Glimmer-30BFacebook AI研究实验室1,427+/-103,666Facebook AI研究实验室Apache-2.0
105OpenAIGPT-5.2 Chat (0210)OpenAI1,427+/-430,957OpenAIProprietary
106MistralAIMistral Medium 3.5MistralAI1,426+/-710,996MistralAIModified MIT
107AnthropicClaude Opus 4 (thinking-16k)Anthropic1,426+/-435,735AnthropicProprietary
108Amazonamazon-nova-experimental-chat-26-02-10Amazon1,426+/-103,369AmazonProprietary
109NVIDIANemotron 3 UltraNVIDIA1,426+/-710,693NVIDIAOpenMDW-1.1
110DeepSeek-AIDeepSeek V3.2-Exp (thinking)DeepSeek-AI1,425+/-78,905DeepSeek-AIMIT
111DeepSeek-AIDeepSeek V3.2DeepSeek-AI1,425+/-446,458DeepSeek-AIMIT
112智谱AIGLM-4.6智谱AI1,425+/-435,061智谱AIMIT
113Alibabaqwen3-max-2025-09-23Alibaba1,424+/-78,939AlibabaProprietary
114阿里巴巴Qwen3-235B-A22B-2507阿里巴巴1,423+/-395,670阿里巴巴Apache 2.0
115DeepSeek-AIDeepSeek V3.2-Exp (thinking)DeepSeek-AI1,422+/-440,499DeepSeek-AIMIT
116DeepSeek-AIDeepSeek V3.2-ExpDeepSeek-AI1,422+/-611,760DeepSeek-AIMIT
117DeepSeek-AIDeepSeek-R1-0528DeepSeek-AI1,421+/-618,091DeepSeek-AIMIT
118百度ERNIE 5.0百度1,419+/-94,663百度Proprietary
119xAIGrok 4 FastxAI1,418+/-86,335xAIProprietary
120Moonshot AIKimi K2 0905Moonshot AI1,418+/-711,568Moonshot AIModified MIT
121Moonshot AIKimi K2Moonshot AI1,418+/-527,029Moonshot AIModified MIT
122DeepSeek-AIDeepSeek-V3.1 Terminus (thinking)DeepSeek-AI1,417+/-103,369DeepSeek-AIMIT
123DeepSeek-AIDeepSeek-V3.1DeepSeek-AI1,417+/-614,607DeepSeek-AIMIT
124阿里巴巴Qwen3.5-122B-A10B阿里巴巴1,417+/-428,359阿里巴巴Apache 2.0
125DeepSeek-AIDeepSeek-V3.1 (thinking)DeepSeek-AI1,416+/-711,460DeepSeek-AIMIT
126MiniMaxAIMiniMax-M2.7MiniMaxAI1,415+/-469,169MiniMaxAIModified MIT
127DeepSeek-AIDeepSeek-V3.1 TerminusDeepSeek-AI1,415+/-103,611DeepSeek-AIMIT
128Amazonamazon-nova-experimental-chat-26-01-10Amazon1,415+/-103,346AmazonProprietary
129AnthropicHaiku 4.5Anthropic1,415+/-3129,278AnthropicProprietary
130OpenAIGPT-4.1OpenAI1,414+/-449,941OpenAIProprietary
131阿里巴巴Qwen3-VL-235B-A22B-Instruct阿里巴巴1,414+/-711,219阿里巴巴Apache 2.0
132AnthropicClaude Opus 4Anthropic1,414+/-442,845AnthropicProprietary
133MistralAIMistral Large 3MistralAI1,413+/-369,028MistralAIApache 2.0
134Tencenthunyuan-hy3-previewTencent1,413+/-86,614Tencenttencent-hunyuan-community
135xAIGrok 3xAI1,412+/-432,414xAIProprietary
136智谱AIGLM-4.5智谱AI1,411+/-523,712智谱AIMIT
137xAIGrok 4xAI1,411+/-439,297xAIProprietary
138Google DeepMindGemini 2.5 FlashGoogle DeepMind1,410+/-2122,732Google DeepMindProprietary
139MistralAIMagistral-Medium-2506MistralAI1,409+/-392,697MistralAIProprietary
140阿里巴巴Qwen3.5-27B阿里巴巴1,408+/-427,227阿里巴巴Apache 2.0
141Inkling SmallThinky1,405+/-518,844ThinkyApache 2.0
142xAIGrok 4 Fast (fast-reasoning)xAI1,405+/-517,975xAIProprietary
143Google DeepMindGemini 2.5 Flash-Preview-09-2025Google DeepMind1,404+/-432,364Google DeepMindProprietary
144Alibabaqwen3-235b-a22b-no-thinkingAlibaba1,403+/-537,389AlibabaApache 2.0
145OpenAIOpenAI o1OpenAI1,402+/-427,807OpenAIProprietary
146OpenAIGPT-5.4 nano (high)OpenAI1,402+/-458,424OpenAIProprietary
147Meituanlongcat-flash-chatMeituan1,401+/-611,154MeituanMIT
148AnthropicClaude Sonnet 4 (thinking-32k)Anthropic1,401+/-433,944AnthropicProprietary
149Alibabaqwen3-235b-a22b-thinking-2507Alibaba1,400+/-78,796AlibabaApache 2.0
150阿里巴巴Qwen3-Next阿里巴巴1,399+/-522,529阿里巴巴Apache 2.0
151DeepSeek-AIDeepSeek-R1DeepSeek-AI1,398+/-518,524DeepSeek-AIMIT
152StepFunAIStep 3.5 FlashStepFunAI1,397+/-458,193StepFunAIProprietary
153DeepSeek-AIDeepSeek-V3-0324DeepSeek-AI1,396+/-444,787DeepSeek-AIMIT
154阿里巴巴Qwen3-VL-235B-A22B-Instruct (thinking)阿里巴巴1,395+/-77,780阿里巴巴Apache 2.0
155Tencenthunyuan-vision-1.5-thinkingTencent1,395+/-122,171TencentProprietary
156阿里巴巴Qwen3.5-35B-A3B阿里巴巴1,395+/-429,043阿里巴巴Apache 2.0
157Amazonamazon-nova-experimental-chat-12-10Amazon1,395+/-103,632AmazonProprietary
158StepFunAIStep 3.5 FlashStepFunAI1,394+/-457,137StepFunAIApache 2.0
159mimo-v2-flash (non-thinking)Xiaomi1,392+/-446,116XiaomiMIT
160OpenAIOpenAI o4 - miniOpenAI1,391+/-444,639OpenAIProprietary
161AnthropicClaude Sonnet 4Anthropic1,391+/-438,966AnthropicProprietary
162MiniMaxAIMiniMax M2.5MiniMaxAI1,390+/-440,843MiniMaxAIModified MIT
163OpenAIGPT-5-mini (high)OpenAI1,390+/-526,569OpenAIProprietary
164OpenAIOpenAI o1OpenAI1,388+/-531,122OpenAIProprietary
165AnthropicClaude3-Sonnet (thinking-32k)Anthropic1,388+/-438,081AnthropicProprietary
166阿里巴巴Qwen3-Coder-480B-A35B阿里巴巴1,388+/-525,089阿里巴巴Apache 2.0
167腾讯AI实验室Hunyuan-T1腾讯AI实验室1,387+/-94,580腾讯AI实验室Proprietary
168Mistralmistral-medium-2505Mistral1,387+/-532,662MistralProprietary
169mimo-v2-flash (thinking)Xiaomi1,386+/-610,739XiaomiMIT
170MiniMaxAIM2.1MiniMaxAI1,384+/-516,622MiniMaxAIMIT
171Tencenthunyuan-turbos-20250416Tencent1,383+/-710,586TencentProprietary
172OpenAIGPT-4.1 miniOpenAI1,383+/-438,631OpenAIProprietary
173阿里巴巴Qwen3-30B-A3B-2507阿里巴巴1,382+/-523,222阿里巴巴Apache 2.0
174Google DeepMindGemini 2.5 Flash-Lite-Preview-09-2025 (no-thinking)Google DeepMind1,380+/-346,382Google DeepMindProprietary
175智谱AIGLM-4.6V智谱AI1,378+/-112,762智谱AIMIT
176trinity-large-preview Apache 2.01,378+/-429,742
177solar-pro4Upstage1,376+/-122,420UpstageProprietary
178阿里巴巴Qwen3-235B-A22B阿里巴巴1,375+/-525,865阿里巴巴Apache 2.0
179Google DeepMindGemini 2.5 Flash-Lite (thinking)Google DeepMind1,375+/-532,216Google DeepMindProprietary
180AnthropicClaude 3.5 SonnetAnthropic1,374+/-387,694AnthropicProprietary
181阿里巴巴Qwen2.5-Max阿里巴巴1,374+/-432,417阿里巴巴Proprietary
182智谱AIGLM-4.5-Air智谱AI1,373+/-430,367智谱AIMIT
183AnthropicClaude3-SonnetAnthropic1,372+/-442,448AnthropicProprietary
184阿里巴巴Qwen3-Next (thinking)阿里巴巴1,369+/-613,380阿里巴巴Apache 2.0
185trinity-large-thinking Apache 2.01,369+/-528,967
186智谱AIGLM-4.7-Flash智谱AI1,366+/-611,491智谱AIMIT
187Google DeepMindGemma 3 - 27B (IT)Google DeepMind1,365+/-446,422Google DeepMindGemma
188Amazonamazon-nova-experimental-chat-11-10Amazon1,365+/-425,086AmazonProprietary
189MiniMaxminimax-m1MiniMax1,364+/-434,030MiniMaxApache 2.0
190OpenAIOpenAI o3-mini (high)OpenAI1,364+/-515,536OpenAIProprietary
191OpenAIOpenAI o3-mini (high)OpenAI1,363+/-518,589OpenAIProprietary
192Nvidianvidia-nemotron-3-super-120b-a12bNvidia1,361+/-77,458NvidiaNVIDIA Open Model
193Google DeepMindGemini 2.0 Flash ExperimentalGoogle DeepMind1,360+/-443,351Google DeepMindProprietary
194DeepSeek-AIDeepSeek-V3DeepSeek-AI1,358+/-521,770DeepSeek-AIDeepSeek
195xAIgrok-3-mini-betaxAI1,358+/-520,837xAIProprietary
196MistralAIMistral-Small-3.2MistralAI1,357+/-517,391MistralAIApache 2.0
197intellect-3 MIT1,356+/-85,279
198CohereAIC4AI Command A (202503)CohereAI1,354+/-355,449CohereAICC-BY-NC-4.0
199Google DeepMindGemini 2.0 Flash-LiteGoogle DeepMind1,353+/-424,955Google DeepMindProprietary
200智谱AIGLM-4.5V智谱AI1,353+/-84,817智谱AIMIT
201OpenAIGPT OSS 120BOpenAI1,352+/-429,955OpenAIApache 2.0
202Nvidianvidia-nemotron-3.5-lightning-30b-a3b-nvfp4Nvidia1,351+/-78,338NvidiaOpenMDW-1.1
203Google DeepMindGemini 1.5 ProGoogle DeepMind1,351+/-355,606Google DeepMindProprietary
204Amazonamazon-nova-experimental-chat-10-20Amazon1,350+/-611,368AmazonProprietary
205StepFunAIStep3StepFunAI1,349+/-86,273StepFunAIApache 2.0
206Tencenthunyuan-turbos-20250226Tencent1,349+/-122,220TencentProprietary
207OpenAIOpenAI o3-miniOpenAI1,348+/-456,655OpenAIProprietary
208Nvidiallama-3.1-nemotron-ultra-253b-v1Nvidia1,348+/-122,549NvidiaNvidia Open Model
209阿里巴巴Qwen3-32B阿里巴巴1,347+/-93,926阿里巴巴Apache 2.0
210Amazonamazon-nova-experimental-chat-10-09Amazon1,347+/-112,775AmazonProprietary
211AImercury-2 InceptionAI1,346+/-113,042AIProprietary
212OpenAIGPT-4oOpenAI1,346+/-3112,881OpenAIProprietary
213Alibabaqwen-plus-0125Alibaba1,346+/-85,819AlibabaProprietary
214MiniMaxAIMiniMax M2MiniMaxAI1,346+/-86,753MiniMaxAIApache 2.0
215ling-flash-2.0 AntGroup1,344+/-76,850GroupMIT
216Nvidianvidia-llama-3.3-nemotron-super-49b-v1.5Nvidia1,343+/-103,313NvidiaNvidia Open
217AnthropicClaude 3.5 SonnetAnthropic1,343+/-382,419AnthropicProprietary
218glm-4-plus-0111Zhipu1,343+/-85,760ZhipuProprietary
219granite-4.2-30bIBM1,342+/-113,255IBMApache 2.0
220Google DeepMindGemma 3 - 12B (IT)Google DeepMind1,342+/-103,829Google DeepMindGemma
221Tencenthunyuan-turbo-0110Tencent1,341+/-122,290TencentProprietary
222OpenAIGPT-5-Nano (high)OpenAI1,337+/-78,128OpenAIProprietary
223OpenAIOpenAI o1-miniOpenAI1,337+/-451,981OpenAIProprietary
224亚马逊Nova 2 Lite亚马逊1,336+/-612,120亚马逊Proprietary
225阿里巴巴QwQ-32B阿里巴巴1,336+/-425,090阿里巴巴Apache 2.0
226Googlegemini-advanced-0514Google1,336+/-550,148GoogleProprietary
227xAIGrok 2xAI1,336+/-463,498xAIProprietary
228OpenAIGPT-4oOpenAI1,335+/-445,499OpenAIProprietary
229Metallama-3.1-405b-instruct-bf16Meta1,335+/-441,375MetaLlama 3.1 Community
230StepFunstep-2-16k-exp-202412StepFun1,334+/-94,833StepFunProprietary
231Metallama-3.1-405b-instruct-fp8Meta1,333+/-459,656MetaLlama 3.1 Community
232olmo-3.1-32b-instructAi21,330+/-611,452Ai2Apache 2.0
233yi-lightning Proprietary1,328+/-527,332
234molmo-2-8bAi21,328+/-21791Ai2Apache 2.0
235Nvidiallama-3.3-nemotron-49b-super-v1Nvidia1,328+/-122,218NvidiaNvidia
236Facebook AI研究实验室Llama 4 Maverick InstructFacebook AI研究实验室1,327+/-439,359Facebook AI研究实验室Llama 4
237阿里巴巴Qwen3-30B-A3B阿里巴巴1,327+/-526,089阿里巴巴Apache 2.0
238Tencenthunyuan-large-2025-02-10Tencent1,326+/-103,738TencentProprietary
239AnthropicClaude 3.5 HaikuAnthropic1,324+/-368,964AnthropicProprietary
240OpenAIgpt-4-turbo-2024-04-09OpenAI1,324+/-498,114OpenAIProprietary
241Google DeepMindGemini 1.5 ProGoogle DeepMind1,324+/-479,138Google DeepMindProprietary
242DeepSeekdeepseek-v2.5-1210DeepSeek1,323+/-86,795DeepSeekDeepSeek
243OpenAIGPT-4.1 nanoOpenAI1,322+/-86,103OpenAIProprietary
244AnthropicClaude3-OpusAnthropic1,322+/-3194,909AnthropicProprietary
245Facebook AI研究实验室Llama 4 Scout InstructFacebook AI研究实验室1,321+/-529,740Facebook AI研究实验室Llama
246ring-flash-2.0 AntGroup1,321+/-76,899GroupMIT
247StepFunstep-1o-turbo-202506StepFun1,320+/-78,858StepFunProprietary
248glm-4-plusZhipu AI1,319+/-526,126Zhipu AIProprietary
249Alibabaqwen-max-0919Alibaba1,318+/-616,478AlibabaQwen
250Facebook AI研究实验室Llama3.3-70B-InstructFacebook AI研究实验室1,318+/-454,412Facebook AI研究实验室Llama-3.3
251OpenAIGPT-4o miniOpenAI1,318+/-468,697OpenAIProprietary
252OpenAIGPT OSS 20BOpenAI1,317+/-610,393OpenAIApache 2.0
253Google DeepMindGemma-3n-E4BGoogle DeepMind1,317+/-522,082Google DeepMindGemma
254Alibabaqwen2.5-plus-1127Alibaba1,315+/-610,187AlibabaProprietary
255Nvidianvidia-nemotron-3-nano-30b-a3b-bf16Nvidia1,314+/-615,325NvidiaNVIDIA Open Model
256Mistralmistral-large-2407Mistral1,314+/-445,459MistralMistral Research
257athene-v2-chat NexusFlow1,314+/-524,739
258OpenAIGPT-4OpenAI1,313+/-493,439OpenAIProprietary
259OpenAIGPT-4OpenAI1,313+/-4100,105OpenAIProprietary
260Tencenthunyuan-standard-2025-02-10Tencent1,311+/-103,904TencentProprietary
261Googlegemini-1.5-flash-002Google1,309+/-434,902GoogleProprietary
262xAIgrok-2-mini-2024-08-13xAI1,308+/-452,567xAIProprietary
263AImercury InceptionAI1,308+/-141,930AIProprietary
264DeepSeek-AIDeepSeek V2.5DeepSeek-AI1,307+/-524,572DeepSeek-AIDeepSeek
265olmo-3-32b-thinkAi21,307+/-85,682Ai2Apache 2.0
266athene-70b-0725 CC-BY-NC-4.01,306+/-619,621
267granite-4.1-8bIBM1,306+/-104,023IBMApache 2.0
268Mistralmistral-large-2411Mistral1,305+/-428,073MistralMRL
269MistralAIMagistral-Medium-2506MistralAI1,305+/-611,468MistralAIProprietary
270Google DeepMindGemma 3 - 4B (IT)Google DeepMind1,303+/-94,171Google DeepMindGemma
271MistralAIMistral-Small-3.1-24B-Instruct-2503MistralAI1,303+/-532,618MistralAIApache 2.0
272阿里巴巴Qwen2.5-VL-72B-Instruct阿里巴巴1,303+/-439,406阿里巴巴Qwen
273Facebook AI研究实验室Llama3.1-70B-InstructFacebook AI研究实验室1,299+/-87,140Facebook AI研究实验室Llama 3.1
274Tencenthunyuan-large-visionTencent1,294+/-95,259TencentProprietary
275granite-4.2-3bIBM1,294+/-123,072IBMApache 2.0
276Facebook AI研究实验室Llama3.1-70B-InstructFacebook AI研究实验室1,293+/-455,240Facebook AI研究实验室Llama 3.1 Community
277Amazonamazon-nova-pro-v1.0Amazon1,290+/-524,745AmazonProprietary
278jamba-1.5-large Jamba Open1,289+/-78,662
279Googlegemma-2-27b-itGoogle1,289+/-375,754GoogleGemma license
280reka-core-20240904 Proprietary1,288+/-77,312
281OpenAIGPT-4OpenAI1,287+/-554,173OpenAIProprietary
282granite-4.2-8bIBM1,287+/-113,087IBMApache 2.0
283Nvidiallama-3.1-nemotron-51b-instructNvidia1,286+/-103,749NvidiaLlama 3.1
284Googlegemini-1.5-flash-001Google1,286+/-562,833GoogleProprietary
285llama-3.1-tulu-3-70bAi21,286+/-102,846Ai2Llama 3.1
286ibm-granite-h-smallIBM1,286+/-85,532IBMApache 2.0
287olmo-3.1-32b-thinkAi21,286+/-78,117Ai2Apache 2.0
288AnthropicClaude3-SonnetAnthropic1,281+/-4109,284AnthropicProprietary
289gemma-2-9b-it-simpo MIT1,280+/-710,072
290Nvidianemotron-4-340b-instructNvidia1,277+/-519,659NvidiaNVIDIA Open Model
291Facebook AI研究实验室Llama3-70B-InstructFacebook AI研究实验室1,276+/-4156,876Facebook AI研究实验室Llama 3 Community
292Coherecommand-r-plus-08-2024Cohere1,276+/-79,866CohereCC-BY-NC-4.0
293OpenAIGPT-4OpenAI1,276+/-488,723OpenAIProprietary
294MistralAIMistral Small 24B Instruct 2501MistralAI1,274+/-614,681MistralAIApache 2.0
295智谱AIGLM4智谱AI1,273+/-79,788智谱AIProprietary
296reka-flash-20240904 Proprietary1,272+/-77,536
297阿里巴巴Qwen2.5-Coder-32B-Instruct阿里巴巴1,270+/-85,432阿里巴巴Apache 2.0
298CohereAIC4AI Aya Vision 32BCohereAI1,267+/-527,124CohereAICC-BY-NC-4.0
299Googlegemma-2-9b-itGoogle1,267+/-454,611GoogleGemma license
300DeepSeekdeepseek-coder-v2DeepSeek1,265+/-615,147DeepSeekDeepSeek License
301阿里巴巴Qwen2-72B-Instruct阿里巴巴1,262+/-537,325阿里巴巴Qianwen LICENSE
302CohereAIC4AI Command R+CohereAI1,262+/-477,554CohereAICC-BY-NC-4.0
303AnthropicClaude3-HaikuAnthropic1,261+/-4117,701AnthropicProprietary
304Amazonamazon-nova-lite-v1.0Amazon1,260+/-519,372AmazonProprietary
305Googlegemini-1.5-flash-8b-001Google1,259+/-435,558GoogleProprietary
306Microsoft AzurePhi-4-reasoningMicrosoft Azure1,256+/-524,126Microsoft AzureMIT
307olmo-2-0325-32b-instructAi21,251+/-113,334Ai2Apache-2.0
308Coherecommand-r-08-2024Cohere1,250+/-710,140CohereCC-BY-NC-4.0
309Mistralmistral-large-2402Mistral1,242+/-562,436MistralProprietary
310Amazonamazon-nova-micro-v1.0Amazon1,241+/-519,364AmazonProprietary
311jamba-1.5-mini Jamba Open1,240+/-78,858
312Mistralministral-8b-2410Mistral1,237+/-94,781MistralMRL
313Googlegemini-pro-dev-apiGoogle1,236+/-718,354GoogleProprietary
314阿里巴巴Qwen1.5-110B-Chat阿里巴巴1,234+/-626,195阿里巴巴Qianwen LICENSE
315reka-flash-21b-20240226-online Proprietary1,233+/-715,450
316阿里巴巴Qwen1.5-72B-Chat阿里巴巴1,233+/-539,302阿里巴巴Qianwen LICENSE
317Tencenthunyuan-standard-256kTencent1,233+/-122,728TencentProprietary
318MistralAIMixtral-8x22B-Instruct-v0.1MistralAI1,229+/-551,416MistralAIApache 2.0
319Coherecommand-rCohere1,227+/-554,036CohereCC-BY-NC-4.0
320reka-flash-21b-20240226 Proprietary1,227+/-624,806
321OpenAIgpt-3.5-turbo-0125OpenAI1,225+/-566,207OpenAIProprietary
322Facebook AI研究实验室Llama3-8B-InstructFacebook AI研究实验室1,223+/-4104,642Facebook AI研究实验室Llama 3 Community
323Google DeepMindGemini-proGoogle DeepMind1,223+/-126,390Google DeepMindProprietary
324CohereAIC4AI Aya Vision 8BCohereAI1,223+/-79,818CohereAICC-BY-NC-4.0
325Mistralmistral-mediumMistral1,222+/-534,550MistralProprietary
326llama-3.1-tulu-3-8bAi21,220+/-112,896Ai2Llama 3.1
327zephyr-orpo-141b-A35b-v0.1 Apache 2.01,213+/-114,652
328零一万物Yi-1.5-34B零一万物1,213+/-524,146零一万物
329Facebook AI研究实验室Llama3.1-8B-InstructFacebook AI研究实验室1,211+/-449,605Facebook AI研究实验室Llama 3.1 Community
330Facebook AI研究实验室Llama3.1-8B-InstructFacebook AI研究实验室1,208+/-113,090Facebook AI研究实验室Apache 2.0
331OpenAIgpt-3.5-turbo-1106OpenAI1,204+/-916,619OpenAIProprietary
332Alibabaqwen1.5-32b-chatAlibaba1,204+/-621,741AlibabaQianwen LICENSE
333Googlegemma-2-2b-itGoogle1,200+/-446,616GoogleGemma license
334Microsoft AzurePhi-3-medium 14B-previewMicrosoft Azure1,198+/-525,055Microsoft AzureMIT
335Mistralmixtral-8x7b-instruct-v0.1Mistral1,197+/-473,503MistralApache 2.0
336dbrx-instruct-preview DBRX LICENSE1,195+/-632,191
337阿里巴巴Qwen1.5-14B-Chat阿里巴巴1,191+/-717,839阿里巴巴Qianwen LICENSE
338上海人工智能实验室InternLM2-Base-20B上海人工智能实验室1,191+/-79,901上海人工智能实验室
339DeepSeek-AIDeepSeek LLM 67B ChatDeepSeek-AI1,185+/-114,932DeepSeek-AIDeepSeek License
340WizardLM TeamWizardLM-70B-V1.0WizardLM Team1,184+/-98,214WizardLM TeamLlama 2 Community
341零一万物Yi-34B零一万物1,183+/-715,483零一万物
342granite-3.0-8b-instructIBM1,183+/-96,638IBMApache 2.0
343openchat-3.5 Apache-2.01,183+/-107,968
344openchat-3.5-0106 Apache-2.01,182+/-812,637
345Google ResearchGemma 1.1-7B-ITGoogle Research1,182+/-623,893Google ResearchGemma license
346snowflake-arctic-instruct Apache 2.01,180+/-632,832
347granite-3.1-2b-instructIBM1,179+/-113,188IBMApache 2.0
348Facebook AI研究实验室LLaMA2 70BFacebook AI研究实验室1,177+/-106,535Facebook AI研究实验室
349openhermes-2.5-mistral-7b Apache-2.01,176+/-105,006
350LM-SYSVicuna 33BLM-SYS1,173+/-622,479LM-SYS
351starling-lm-7b-beta Apache-2.01,171+/-716,056
352Microsoft AzurePhi-3-small 7BMicrosoft Azure1,171+/-617,766Microsoft AzureMIT
353Metallama-2-70b-chatMeta1,170+/-538,492MetaLlama 2 Community
354starling-lm-7b-alpha CC-BY-NC-4.01,167+/-810,224
355Metallama-3.2-3b-instructMeta1,167+/-87,936MetaLlama 3.2
356nous-hermes-2-mixtral-8x7b-dpo Apache-2.01,164+/-123,777
357阿里巴巴Qwen3-VL-2B阿里巴巴1,156+/-86,837阿里巴巴Apache 2.0
358Nvidiallama2-70b-steerlm-chatNvidia1,154+/-133,585NvidiaLlama 2 Community
359阿里巴巴QwQ-32B-Preview阿里巴巴1,154+/-113,231阿里巴巴Apache 2.0
360solar-10.7b-instruct-v1.0 CC-BY-NC-4.01,152+/-134,155
361dolphin-2.2.1-mistral-7b Apache-2.01,152+/-151,679
362mpt-30b-chat CC-BY-NC-SA-4.01,150+/-122,572
363Microsoftwizardlm-13bMicrosoft1,149+/-97,044MicrosoftLlama 2 Community
364MistralAIMistral-7B-Instruct-v0.2MistralAI1,149+/-719,402MistralAIApache-2.0
365falcon-180b-chat Falcon-180B TII License1,148+/-171,295
366阿里巴巴Qwen1.5-7B-Chat阿里巴巴1,144+/-104,737阿里巴巴Qianwen LICENSE
367Microsoft AzurePhi-3-mini 3.8BMicrosoft Azure1,143+/-612,297Microsoft AzureMIT
368vicuna-13b Llama 2 Community1,141+/-719,367
369百川智能Baichuan2-13B-Chat百川智能1,141+/-719,174百川智能Llama 2 Community
370阿里巴巴Qwen-14B-Chat阿里巴巴1,139+/-114,964阿里巴巴Qianwen LICENSE
371Google ResearchPaLM 2Google Research1,139+/-98,554Google ResearchProprietary
372Google ResearchGemma 7B - ItGoogle Research1,137+/-98,925Google ResearchGemma license
373Facebook AI研究实验室CodeLLaMA-34BFacebook AI研究实验室1,137+/-97,366Facebook AI研究实验室Llama 2 Community
374zephyr-7b-beta MIT1,131+/-911,118
375Microsoft AzurePhi-3-mini 3.8BMicrosoft Azure1,129+/-720,685Microsoft AzureMIT
376Microsoft AzurePhi-3-mini 3.8BMicrosoft Azure1,128+/-620,118Microsoft AzureMIT
377guanaco-33b Non-commercial1,127+/-122,921
378zephyr-7b-alpha MIT1,127+/-161,785
379stripedhyena-nous-7b Apache 2.01,121+/-115,182
380Facebook AI研究实验室CodeLlama-70B-InstructFacebook AI研究实验室1,119+/-181,143Facebook AI研究实验室Llama 2 Community
381Google ResearchGemma 1.1-2B-ITGoogle Research1,116+/-810,854Google ResearchGemma license
382vicuna-7b Llama 2 Community1,115+/-96,923
383smollm2-1.7b-instruct Apache 2.01,114+/-142,199
384Metallama-3.2-1b-instructMeta1,111+/-88,045MetaLlama 3.2
385MistralAIMistral 7B InstructMistralAI1,110+/-98,977MistralAIApache 2.0
386百川智能Baichuan2-7B-Chat百川智能1,108+/-714,148百川智能Llama 2 Community
387Google ResearchGemma 2B - ItGoogle Research1,093+/-114,780Google ResearchGemma license
388阿里巴巴Qwen1.5-4B-Chat阿里巴巴1,091+/-97,597阿里巴巴Qianwen LICENSE
389olmo-7b-instructAi21,073+/-116,328Ai2Apache-2.0
390达摩院Koala达摩院1,071+/-106,965达摩院
391alpaca-13b Non-commercial1,070+/-115,745
392Nomic AIGPT4All 13BNomic AI1,067+/-151,743Nomic AI
393mpt-7b-chat CC-BY-NC-SA-4.01,063+/-123,924
394智谱AIChatGLM3-6B智谱AI1,056+/-124,658智谱AI
395RWKV-4-Raven-14B Apache 2.01,042+/-114,845
396智谱AIChatGLM2-6B智谱AI1,024+/-142,658智谱AI
397oasst-pythia-12b Apache 2.01,023+/-116,310
398智谱AIChatGLM-6B智谱AI995+/-134,914智谱AI
399fastchat-t5-3b Apache 2.0992+/-124,203
400dolly-v2-12b MIT982+/-133,412
401Facebook AI研究实验室LLaMA 13BFacebook AI研究实验室975+/-162,391Facebook AI研究实验室Non-commercial
402stablelm-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