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

Gemini 4 Argon (High)

最高得分

1,524

模型数量

416

数据版本

2026年10月15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
GoogleGemini 4 Argon (High)Google1,524+/-94,904GoogleProprietary
MetaMuse Wonder (Max)Meta1,509+/-113,247MetaProprietary
AnthropicClaude Opus 5.5 (High)Anthropic1,508+/-78,300AnthropicProprietary
4AnthropicClaude Fable 5 (High)Anthropic1,504+/-442,004AnthropicProprietary
5AnthropicClaude Opus 4.6 (high)Anthropic1,503+/-381,394AnthropicProprietary
6AnthropicClaude Fable 5.1 (Max)Anthropic1,502+/-614,590AnthropicProprietary
7AnthropicClaude Opus 4.7 (High)Anthropic1,501+/-465,116AnthropicProprietary
8AnthropicClaude Opus 4.6Anthropic1,497+/-386,071AnthropicProprietary
9GoogleGemini 3.8 Flash (High)Google1,496+/-537,454GoogleProprietary
10MetaMuse Spark 1.3 (Max)Meta1,494+/-617,561MetaProprietary
11AnthropicOpus 4.7Anthropic1,494+/-466,216AnthropicProprietary
12Facebook AI研究实验室Muse Spark 1.2 (xhigh)Facebook AI研究实验室1,493+/-78,248Facebook AI研究实验室Proprietary
13Facebook AI研究实验室Muse Spark 1.1Facebook AI研究实验室1,490+/-442,810Facebook AI研究实验室Proprietary
14AnthropicClaude Opus 5 (max)Anthropic1,490+/-532,495AnthropicProprietary
15AnthropicClaude Opus 5 (high)Anthropic1,490+/-466,824AnthropicProprietary
16Facebook AI研究实验室Muse SparkFacebook AI研究实验室1,489+/-614,150Facebook AI研究实验室Proprietary
17Google DeepMindGemini 3.7 Flash (high)Google DeepMind1,488+/-527,232Google DeepMindProprietary
18Moonshot AIKimi K3 (max)Moonshot AI1,487+/-532,795Moonshot AIKimi K3 license
19Google DeepMindGemini 3.1 Pro PreviewGoogle DeepMind1,487+/-3127,649Google DeepMindProprietary
20GoogleGemini 3 ProGoogle1,485+/-442,072GoogleProprietary
21OpenAIGPT-5.6 Sol (xhigh)OpenAI1,485+/-440,442OpenAIProprietary
22OpenAIGPT-6.1 Sol (Max)OpenAI1,484+/-86,320OpenAIProprietary
23GoogleGemini 3.6 Flash (High)Google1,483+/-436,122GoogleProprietary
24阿里巴巴Qwen3.8-Max阿里巴巴1,482+/-527,766阿里巴巴Proprietary
25AnthropicClaude Opus 4.8 (High)Anthropic1,481+/-464,100AnthropicProprietary
26OpenAIGPT-5.5 (high)OpenAI1,481+/-469,401OpenAIProprietary
27MiMo-V2.6-ProXiaomi1,479+/-94,075XiaomiMIT
28智谱AIGLM-5.3 (max)智谱AI1,479+/-522,543智谱AIMIT
29GoogleGemini 3.5 Flash (High)Google1,477+/-448,486GoogleProprietary
30OpenAIGPT-6 Astra (max)OpenAI1,477+/-612,163OpenAIProprietary
31OpenAIGPT-5.5OpenAI1,477+/-470,985OpenAIProprietary
32智谱AIGLM-5.2 (max)智谱AI1,476+/-449,820智谱AIMIT
33Google DeepMindGemini 3.5 Flash (medium)Google DeepMind1,476+/-447,292Google DeepMindProprietary
34OpenAIGPT-5.2 Chat (20260210)OpenAI1,476+/-435,999OpenAIProprietary
35OpenAIGPT-5.4 (High)OpenAI1,475+/-464,776OpenAIProprietary
36AnthropicClaude Sonnet 5.5 (xHigh)Anthropic1,475+/-86,831AnthropicProprietary
37SpaceXAIGrok 4.20 Beta 1SpaceXAI1,475+/-527,908SpaceXAIProprietary
38DeepSeekDeepSeek-V4.1-Flash (Max)DeepSeek1,475+/-612,793DeepSeekMIT
39阿里巴巴Qwen3.7-Max-Preview阿里巴巴1,474+/-103,934阿里巴巴Proprietary
40AnthropicClaude Opus 4.8Anthropic1,474+/-465,172AnthropicProprietary
41Z.aiGLM-5.3-FlashZ.ai1,474+/-532,925Z.aiMIT
42AnthropicClaude Opus 4.5 (High, 32K, 20251101)Anthropic1,474+/-437,509AnthropicProprietary
43OpenAIGPT-5.5 InstantOpenAI1,473+/-527,158OpenAIProprietary
44Google DeepMindGemini 3.0 FlashGoogle DeepMind1,473+/-431,325Google DeepMindProprietary
45AnthropicClaude Sonnet 4.6Anthropic1,472+/-470,931AnthropicProprietary
46SpaceXAIGrok 4.20 Beta (Reasoning, 0309)SpaceXAI1,472+/-466,436SpaceXAIProprietary
47SpaceXAIGrok 4.20 Multi-Agent Beta (0309)SpaceXAI1,470+/-464,946SpaceXAIProprietary
48AnthropicClaude Opus 4.5 (20251101)Anthropic1,470+/-372,899AnthropicProprietary
49MiMo-V2.5-ProXiaomi1,467+/-475,721XiaomiMIT
50BaiduERNIE 5.1Baidu1,467+/-539,468BaiduProprietary
51OpenAIGPT-5.6 Terra (xhigh)OpenAI1,466+/-443,271OpenAIProprietary
52xAIGrok 4.5xAI1,466+/-439,896xAIProprietary
53SpaceXAIGrok 4.1 (Thinking)SpaceXAI1,465+/-366,509SpaceXAIProprietary
54智谱AIGLM 5.1智谱AI1,465+/-462,889智谱AIMIT
55OpenAIGPT-5.4OpenAI1,465+/-467,870OpenAIProprietary
56DeepSeekDeepSeek-V4-Pro (High, 20260813)DeepSeek1,465+/-79,800DeepSeekMIT
57阿里巴巴Qwen3.5 Max Preview阿里巴巴1,464+/-522,600阿里巴巴Proprietary
58AnthropicClaude Sonnet 5 (High)Anthropic1,461+/-449,595AnthropicProprietary
59Moonshot AIKimi K2.6Moonshot AI1,461+/-440,013Moonshot AIModified MIT
60阿里巴巴Qwen3.6-Max-Preview阿里巴巴1,461+/-85,426阿里巴巴Proprietary
61OpenAIGPT-6 Sol (Max)OpenAI1,459+/-612,466OpenAIProprietary
62SpaceXAIGrok 4.1SpaceXAI1,459+/-368,648SpaceXAIProprietary
63GoogleGemini 3 Flash (Minimal)Google1,458+/-391,039GoogleProprietary
64DeepSeek-AIDeepSeek-V4-ProDeepSeek-AI1,458+/-457,594DeepSeek-AIMIT
65智谱AIGLM-5智谱AI1,457+/-429,272智谱AIMIT
66AnthropicClaude Sonnet 4.5 (High, 32K, 20250929)Anthropic1,456+/-383,940AnthropicProprietary
67BytedanceDola Seed 2.0 ProBytedance1,456+/-379,140BytedanceProprietary
68OpenAIGPT-5.1 (high)OpenAI1,456+/-441,651OpenAIProprietary
69阿里巴巴Qwen3.7-Plus阿里巴巴1,456+/-442,075阿里巴巴Proprietary
70AnthropicClaude Sonnet 4.5 (20250929)Anthropic1,455+/-382,688AnthropicProprietary
71DeepSeekDeepSeek-V4-Pro Preview (High)DeepSeek1,455+/-454,902DeepSeekMIT
72Google DeepMindGemini 3.5 Flash-LiteGoogle DeepMind1,455+/-435,851Google DeepMindProprietary
73xAIGrok 4.6 (high)xAI1,454+/-528,965xAIProprietary
74腾讯AI实验室Hy3腾讯AI实验室1,453+/-612,208腾讯AI实验室Apache 2.0
75OpenAIGPT-5.6 Luna (xhigh)OpenAI1,453+/-441,109OpenAIProprietary
76GoogleGemma 4 31BGoogle1,452+/-76,147GoogleApache 2.0
77MiMo-V2.6-FlashXiaomi1,451+/-610,917XiaomiMIT
78OpenAIGPT-5.3 ChatOpenAI1,450+/-434,345OpenAIProprietary
79Moonshot AIKimi K2.5 (thinking)Moonshot AI1,450+/-374,759Moonshot AIModified MIT
80AnthropicClaude Opus 4.1 (Thinking 16K, 20250805)Anthropic1,450+/-349,542AnthropicProprietary
81BaiduERNIE-5.0-Preview (1203)Baidu1,449+/-79,806BaiduProprietary
82AnthropicClaude Opus 4.1 (20250805)Anthropic1,448+/-377,238AnthropicProprietary
83MiMo-V2-ProXiaomi1,448+/-525,447XiaomiProprietary
84StepFunStep 5 PreviewStepFun1,447+/-87,116StepFunProprietary
85OpenAIGPT-5.4 mini (High)OpenAI1,447+/-463,449OpenAIProprietary
86BaiduERNIE 5.0 (0110)Baidu1,446+/-436,487BaiduProprietary
87Google DeepMindGemini 2.5-ProGoogle DeepMind1,445+/-2125,366Google DeepMindProprietary
88OpenAIGPT-4.5 Preview (2025-02-27)OpenAI1,445+/-614,547OpenAIProprietary
89SpaceXAIGrok 4.7 (xHigh)SpaceXAI1,444+/-611,591SpaceXAIProprietary
90阿里巴巴Qwen 3.6 Plus Preview阿里巴巴1,443+/-448,165阿里巴巴Proprietary
91OpenAIGPT-6 Luna (Max)OpenAI1,443+/-549,617OpenAIProprietary
92OpenAIChatGPT-4o Latest (20250326)OpenAI1,443+/-381,914OpenAIProprietary
93xAIGrok 4.3 BetaxAI1,442+/-471,347xAIProprietary
94阿里巴巴Qwen3.5-397B-A17B阿里巴巴1,442+/-393,567阿里巴巴Apache 2.0
95智谱AIGLM-4.7智谱AI1,441+/-612,253智谱AIMIT
96MiniMaxAIMiniMax M3MiniMaxAI1,441+/-463,973MiniMaxAIMiniMax Community License
97InklingThinking Machines Lab1,441+/-440,648Thinking Machines LabApache 2.0
98DeepSeekDeepSeek-V4-Flash Preview (High)DeepSeek1,439+/-451,809DeepSeekMIT
99OpenAIGPT-5.1OpenAI1,439+/-444,434OpenAIProprietary
100AlibabaQwen3.8-27BAlibaba1,438+/-523,294AlibabaApache 2.0
101GoogleGemma 4 26B A4BGoogle1,438+/-76,094GoogleApache 2.0
102OpenAIGPT-5.2 (high)OpenAI1,437+/-449,655OpenAIProprietary
103MeituanLongCat-Flash-Chat Exp (2602)Meituan1,436+/-529,291MeituanProprietary
104DeepSeek-AIDeepSeek-V4-FlashDeepSeek-AI1,436+/-451,987DeepSeek-AIMIT
105OpenAIGPT-5.2OpenAI1,435+/-383,855OpenAIProprietary
106OpenAIGPT-5 (high)OpenAI1,435+/-531,722OpenAIProprietary
107阿里巴巴Qwen3 Max (Preview)阿里巴巴1,434+/-527,370阿里巴巴Proprietary
108MiMo-V2.5Xiaomi1,434+/-447,362XiaomiMIT
109智谱AIGLM-5V-Turbo智谱AI1,434+/-610,482智谱AIProprietary
110GoogleGemini 3.1 Flash-Lite PreviewGoogle1,433+/-464,211GoogleProprietary
111MistralMistral Large 4Mistral1,432+/-77,451MistralProprietary
112OpenAIo3 (2025-04-16)OpenAI1,432+/-458,908OpenAIProprietary
113MiMo-V2-OmniXiaomi1,431+/-620,619XiaomiProprietary
114MoonshotKimi K2.5 (Instant)Moonshot1,431+/-78,376MoonshotModified MIT
115xAIGrok 4.1 Fast (reasoning)xAI1,430+/-357,541xAIProprietary
116MoonshotKimi K2 Thinking TurboMoonshot1,430+/-363,368MoonshotModified MIT
117MistralAIMistral Medium 3.5MistralAI1,426+/-611,778MistralAIModified MIT
118OpenAIGPT-5 ChatOpenAI1,426+/-431,188OpenAIProprietary
119AnthropicClaude Opus 4 (Thinking 16K, 20250514)Anthropic1,426+/-435,904AnthropicProprietary
120Amazonamazon-nova-experimental-chat (26-02-10)Amazon1,426+/-103,526AmazonProprietary
121NvidiaNVIDIA-Nemotron-3-Ultra-550B-A55B (NVFP4)Nvidia1,426+/-711,567NvidiaOpenMDW-1.1
122DeepSeekDeepSeek-V3.2-Exp (Thinking)DeepSeek1,425+/-78,998DeepSeekMIT
123DeepSeek-AIDeepSeek V3.2DeepSeek-AI1,425+/-348,112DeepSeek-AIMIT
124MetaMuse GlimmerMeta1,425+/-103,897MetaApache-2.0
125智谱AIGLM-4.6智谱AI1,424+/-435,824智谱AIMIT
126AlibabaQwen3-Max (2025-09-23)Alibaba1,423+/-69,027AlibabaProprietary
127DeepSeekDeepSeek-V3.2 (Thinking)DeepSeek1,422+/-442,071DeepSeekMIT
128AlibabaQwen3-235B-A22B-Instruct (2507)Alibaba1,422+/-398,134AlibabaApache 2.0
129DeepSeek-AIDeepSeek V3.2-ExpDeepSeek-AI1,422+/-612,004DeepSeek-AIMIT
130DeepSeekDeepSeek-R1 (0528)DeepSeek1,421+/-618,167DeepSeekMIT
131SpaceXAIGrok 4 Fast (Non-Reasoning)SpaceXAI1,419+/-86,340SpaceXAIProprietary
132MoonshotKimi K2 Preview (0905)Moonshot1,419+/-711,589MoonshotModified MIT
133BaiduERNIE-5.0-Preview (1022)Baidu1,418+/-94,753BaiduProprietary
134MoonshotKimi K2 Preview (0711)Moonshot1,418+/-527,146MoonshotModified MIT
135DeepSeek-AIDeepSeek-V3.1DeepSeek-AI1,417+/-614,610DeepSeek-AIMIT
136阿里巴巴Qwen3.5-122B-A10B阿里巴巴1,416+/-429,732阿里巴巴Apache 2.0
137DeepSeekDeepSeek-V3.1-Terminus (Thinking)DeepSeek1,416+/-103,375DeepSeekMIT
138Nvidianvidia-nemotron-3.5-super-vl-120b-a12b-nvfp4Nvidia1,416+/-122,523NvidiaOpenMDW-1.1
139DeepSeek-AIDeepSeek-V3.1 (thinking)DeepSeek-AI1,416+/-711,459DeepSeek-AIMIT
140MiniMaxAIMiniMax-M2.7MiniMaxAI1,415+/-384,977MiniMaxAIModified MIT
141DeepSeek-AIDeepSeek-V3.1 TerminusDeepSeek-AI1,415+/-103,608DeepSeek-AIMIT
142OpenAIGPT-4.1 (2025-04-14)OpenAI1,415+/-450,312OpenAIProprietary
143AnthropicClaude Opus 4 (20250514)Anthropic1,414+/-443,043AnthropicProprietary
144AnthropicClaude Haiku 4.5 (20251001)Anthropic1,414+/-2149,199AnthropicProprietary
145MistralAIMistral Large 3MistralAI1,414+/-384,205MistralAIApache 2.0
146阿里巴巴Qwen3-VL-235B-A22B-Instruct阿里巴巴1,413+/-711,320阿里巴巴Apache 2.0
147Amazonamazon-nova-experimental-chat (26-01-10)Amazon1,413+/-103,539AmazonProprietary
148SpaceXAIGrok 3 Preview (02-24)SpaceXAI1,411+/-432,499SpaceXAIProprietary
149SpaceXAIGrok 4 (0709)SpaceXAI1,411+/-439,693SpaceXAIProprietary
150智谱AIGLM-4.5智谱AI1,411+/-523,796智谱AIMIT
151Google DeepMindGemini 2.5 FlashGoogle DeepMind1,409+/-2125,521Google DeepMindProprietary
152TencentHy3 previewTencent1,409+/-76,879Tencenttencent-hunyuan-community
153阿里巴巴Qwen3.5-27B阿里巴巴1,409+/-428,671阿里巴巴Apache 2.0
154MistralMistral Medium 3.1 (2508)Mistral1,408+/-395,321MistralProprietary
155xAIGrok 4 Fast (reasoning)xAI1,405+/-518,269xAIProprietary
156Inkling-SmallThinky1,404+/-532,304ThinkyApache 2.0
157GoogleGemini 2.5 Flash Preview (09-2025)Google1,403+/-432,995GoogleProprietary
158OpenAIo1 (2024-12-17)OpenAI1,402+/-427,807OpenAIProprietary
159AlibabaQwen3-235B-A22B (Non-Thinking)Alibaba1,402+/-537,484AlibabaApache 2.0
160AnthropicClaude Sonnet 4 (Thinking 32K, 20250514)Anthropic1,402+/-434,132AnthropicProprietary
161OpenAIGPT-5.4 nano (High)OpenAI1,401+/-462,396OpenAIProprietary
162MeituanLongCat-Flash-ChatMeituan1,401+/-611,168MeituanMIT
163AlibabaQwen3-235B-A22B-Thinking (2507)Alibaba1,400+/-78,823AlibabaApache 2.0
164阿里巴巴Qwen3-Next阿里巴巴1,399+/-522,760阿里巴巴Apache 2.0
165DeepSeek-AIDeepSeek-R1DeepSeek-AI1,398+/-518,524DeepSeek-AIMIT
166StepFunAIStep 3.5 FlashStepFunAI1,396+/-461,802StepFunAIProprietary
167DeepSeekDeepSeek-V3 (0324)DeepSeek1,395+/-444,973DeepSeekMIT
168阿里巴巴Qwen3-VL-235B-A22B-Instruct (thinking)阿里巴巴1,395+/-77,859阿里巴巴Apache 2.0
169阿里巴巴Qwen3.5-35B-A3B阿里巴巴1,394+/-430,457阿里巴巴Apache 2.0
170TencentHunyuan Vision 1.5 ThinkingTencent1,394+/-122,170TencentProprietary
171StepFunAIStep 3.5 FlashStepFunAI1,393+/-460,332StepFunAIApache 2.0
172Amazonamazon-nova-experimental-chat (12-10)Amazon1,393+/-93,733AmazonProprietary
173MiMo-V2-Flash (Non-Thinking)Xiaomi1,392+/-348,088XiaomiMIT
174OpenAIo4-mini (2025-04-16)OpenAI1,391+/-444,855OpenAIProprietary
175AnthropicClaude Sonnet 4 (20250514)Anthropic1,391+/-439,163AnthropicProprietary
176MiniMaxAIMiniMax M2.5MiniMaxAI1,391+/-442,815MiniMaxAIModified MIT
177OpenAIGPT-5-mini (high)OpenAI1,390+/-526,804OpenAIProprietary
178OpenAIOpenAI o1OpenAI1,389+/-531,122OpenAIProprietary
179AnthropicClaude 3.7 Sonnet (Thinking 32K, 20250219)Anthropic1,388+/-438,159AnthropicProprietary
180阿里巴巴Qwen3-Coder-480B-A35B阿里巴巴1,388+/-525,195阿里巴巴Apache 2.0
181微软Phi-3-medium 14B-preview微软1,387+/-532,782微软Proprietary
182TencentHunyuan T1 (20250711)Tencent1,387+/-94,595TencentProprietary
183Solar Pro 4Upstage1,386+/-521,281UpstageProprietary
184MiMo-V2-Flash (Thinking)Xiaomi1,386+/-611,142XiaomiMIT
185MiniMaxMiniMax-M2.1 PreviewMiniMax1,384+/-517,239MiniMaxMIT
186TencentHunyuan TurboS (20250416)Tencent1,383+/-610,626TencentProprietary
187OpenAIGPT-4.1 mini (2025-04-14)OpenAI1,383+/-438,709OpenAIProprietary
188AlibabaQwen3-30B-A3B-Instruct (2507)Alibaba1,382+/-523,322AlibabaApache 2.0
189GoogleGemini 2.5 Flash-Lite Preview (Non-Thinking, 09-2025)Google1,379+/-347,437GoogleProprietary
190Trinity Large Preview Apache 2.01,379+/-431,266——
191智谱AIGLM-4.6V智谱AI1,378+/-112,837智谱AIMIT
192阿里巴巴Qwen3-235B-A22B阿里巴巴1,375+/-525,948阿里巴巴Apache 2.0
193GoogleGemini 2.5 Flash-Lite Preview (Thinking, 06-17)Google1,375+/-532,381GoogleProprietary
194AnthropicClaude 3.5 Sonnet (20241022)Anthropic1,374+/-387,769AnthropicProprietary
195阿里巴巴Qwen2.5-Max阿里巴巴1,374+/-432,487阿里巴巴Proprietary
196智谱AIGLM-4.5-Air智谱AI1,373+/-430,660智谱AIMIT
197AnthropicClaude 3.7 Sonnet (20250219)Anthropic1,373+/-442,572AnthropicProprietary
198阿里巴巴Qwen3-Next (thinking)阿里巴巴1,369+/-613,474阿里巴巴Apache 2.0
199Trinity Large Thinking Apache 2.01,367+/-530,337——
200GoogleGemma 3 27B ITGoogle1,365+/-446,666GoogleGemma
201智谱AIGLM-4.7-Flash智谱AI1,365+/-612,021智谱AIMIT
202MiniMaxMiniMax-M1MiniMax1,364+/-434,303MiniMaxApache 2.0
203Amazonamazon-nova-experimental-chat (11-10)Amazon1,364+/-426,039AmazonProprietary
204SpaceXAIGrok 3 Mini (High)SpaceXAI1,364+/-515,596SpaceXAIProprietary
205OpenAIo3-mini (High)OpenAI1,364+/-518,589OpenAIProprietary
206NvidiaNVIDIA-Nemotron-3-Super-120B-A12BNvidia1,360+/-77,878NvidiaNVIDIA Open Model
207GoogleGemini 2.0 Flash (001)Google1,360+/-443,446GoogleProprietary
208DeepSeek-AIDeepSeek-V3DeepSeek-AI1,358+/-521,770DeepSeek-AIDeepSeek
209SpaceXAIGrok 3 Mini BetaSpaceXAI1,358+/-520,931SpaceXAIProprietary
210MistralMistral Small 3.2 (2506)Mistral1,356+/-517,462MistralApache 2.0
211INTELLECT-3 MIT1,356+/-85,431——
212CohereCommand A (03-2025)Cohere1,354+/-355,766CohereCC-BY-NC-4.0
213GoogleGemini 2.0 Flash-Lite Preview (02-05)Google1,354+/-424,955GoogleProprietary
214智谱AIGLM-4.5V智谱AI1,352+/-84,821智谱AIMIT
215OpenAIGPT OSS 120BOpenAI1,352+/-430,206OpenAIApache 2.0
216NvidiaNVIDIA-Nemotron-3.5-Lightning-30B-A3B (NVFP4)Nvidia1,351+/-619,938NvidiaOpenMDW-1.1
217GoogleGemini 1.5 Pro (002)Google1,351+/-355,606GoogleProprietary
218StepFunAIStep3StepFunAI1,349+/-86,293StepFunAIApache 2.0
219TencentHunyuan TurboS (20250226)Tencent1,349+/-122,220TencentProprietary
220OpenAIOpenAI o3-miniOpenAI1,348+/-456,741OpenAIProprietary
221Amazonamazon-nova-experimental-chat (10-20)Amazon1,348+/-611,626AmazonProprietary
222NvidiaLlama 3.1 Nemotron Ultra 253B v1Nvidia1,348+/-122,549NvidiaNvidia Open Model
223阿里巴巴Qwen3-32B阿里巴巴1,347+/-93,926阿里巴巴Apache 2.0
224Amazonamazon-nova-experimental-chat (10-09)Amazon1,346+/-112,781AmazonProprietary
225OpenAIGPT-4o (2024-05-13)OpenAI1,346+/-3112,881OpenAIProprietary
226AlibabaQwen-Plus (0125)Alibaba1,346+/-85,819AlibabaProprietary
227MiniMaxAIMiniMax M2MiniMaxAI1,343+/-86,856MiniMaxAIApache 2.0
228AnthropicClaude 3.5 Sonnet (20240620)Anthropic1,343+/-382,419AnthropicProprietary
229Ling-flash-2.0 AntGroup1,343+/-76,947GroupMIT
230AIMercury 2 InceptionAI1,343+/-113,197AIProprietary
231NvidiaLlama 3.3 Nemotron Super 49B v1.5Nvidia1,343+/-103,328NvidiaNvidia Open
232Z.aiGLM-4-Plus (0111)Z.ai1,343+/-85,760Z.aiProprietary
233GoogleGemma 3 12B ITGoogle1,342+/-103,829GoogleGemma
234TencentHunyuan Turbo (0110)Tencent1,341+/-122,290TencentProprietary
235Granite 4.2 30BIBM1,340+/-103,401IBMApache 2.0
236OpenAIGPT-5 nano (High)OpenAI1,338+/-78,132OpenAIProprietary
237OpenAIOpenAI o1-miniOpenAI1,337+/-451,981OpenAIProprietary
238GoogleGemini Advanced (0514)Google1,336+/-550,148GoogleProprietary
239SpaceXAIGrok 2 (2024-08-13)SpaceXAI1,336+/-463,498SpaceXAIProprietary
240OpenAIGPT-4o (2024-08-06)OpenAI1,336+/-445,499OpenAIProprietary
241阿里巴巴QwQ-32B阿里巴巴1,336+/-425,178阿里巴巴Apache 2.0
242MetaLlama 3.1 405B Instruct (BF16)Meta1,335+/-441,375MetaLlama 3.1 Community
243AmazonAmazon Nova 2 LiteAmazon1,335+/-612,413AmazonProprietary
244MetaLlama 3.1 405B Instruct (FP8)Meta1,334+/-459,656MetaLlama 3.1 Community
245StepFunStep-2 16K Exp (202412)StepFun1,333+/-94,833StepFunProprietary
246Olmo 3.1 32B InstructAi21,329+/-611,817Ai2Apache 2.0
247Yi Lightning Proprietary1,328+/-527,332——
248NvidiaLlama 3.3 Nemotron Super 49B v1Nvidia1,328+/-122,218NvidiaNvidia
249MetaLlama 4 Maverick 17B 128E InstructMeta1,327+/-439,450MetaLlama 4
250阿里巴巴Qwen3-30B-A3B阿里巴巴1,327+/-526,157阿里巴巴Apache 2.0
251TencentHunyuan Large (2025-02-10)Tencent1,326+/-103,738TencentProprietary
252AnthropicClaude 3.5 Haiku (20241022)Anthropic1,325+/-369,061AnthropicProprietary
253OpenAIGPT-4 Turbo (2024-04-09)OpenAI1,325+/-498,114OpenAIProprietary
254GoogleGemini 1.5 Pro (001)Google1,324+/-479,138GoogleProprietary
255DeepSeekDeepSeek-V2.5 (1210)DeepSeek1,323+/-86,795DeepSeekDeepSeek
256Ring-flash-2.0 AntGroup1,323+/-76,990GroupMIT
257AnthropicClaude 3 Opus (20240229)Anthropic1,322+/-3194,909AnthropicProprietary
258OpenAIGPT-4.1 nano (2025-04-14)OpenAI1,322+/-86,103OpenAIProprietary
259Molmo 2 8BAi21,322+/-21822Ai2Apache 2.0
260MetaLlama 4 Scout 17B 16E InstructMeta1,322+/-529,826MetaLlama
261StepFunStep-1o Turbo (202506)StepFun1,320+/-78,901StepFunProprietary
262GLM-4-PlusZhipu AI1,319+/-526,126Zhipu AIProprietary
263AlibabaQwen-Max (0919)Alibaba1,318+/-616,478AlibabaQwen
264MetaLlama 3.3 70B InstructMeta1,318+/-454,497MetaLlama-3.3
265OpenAIGPT-4o mini (2024-07-18)OpenAI1,318+/-468,705OpenAIProprietary
266GoogleGemma 3n E4B ITGoogle1,318+/-522,137GoogleGemma
267OpenAIGPT OSS 20BOpenAI1,317+/-610,419OpenAIApache 2.0
268AlibabaQwen2.5-Plus (1127)Alibaba1,315+/-610,187AlibabaProprietary
269MistralMistral Large 2 (2407)Mistral1,314+/-445,459MistralMistral Research
270Athene V2 Chat NexusFlow1,314+/-524,739——
271NvidiaNVIDIA-Nemotron-3-Nano-30B-A3B (BF16)Nvidia1,314+/-515,770NvidiaNVIDIA Open Model
272OpenAIGPT-4 Turbo Preview (0125)OpenAI1,313+/-493,439OpenAIProprietary
273OpenAIGPT-4 Turbo Preview (1106)OpenAI1,313+/-4100,105OpenAIProprietary
274TencentHunyuan Standard (2025-02-10)Tencent1,311+/-103,904TencentProprietary
275GoogleGemini 1.5 Flash (002)Google1,309+/-434,902GoogleProprietary
276SpaceXAIGrok 2 mini (2024-08-13)SpaceXAI1,308+/-452,567SpaceXAIProprietary
277DeepSeek-AIDeepSeek V2.5DeepSeek-AI1,307+/-524,572DeepSeek-AIDeepSeek
278Athene 70B (0725) CC-BY-NC-4.01,307+/-619,621——
279Olmo 3 32B ThinkAi21,306+/-85,831Ai2Apache 2.0
280MistralMistral Large (2411)Mistral1,306+/-428,073MistralMRL
281AIMercury InceptionAI1,305+/-141,965AIProprietary
282MistralMagistral Medium (2506)Mistral1,305+/-611,510MistralProprietary
283Granite 4.1 8BIBM1,304+/-104,180IBMApache 2.0
284GoogleGemma 3 4B ITGoogle1,303+/-94,171GoogleGemma
285阿里巴巴Qwen2.5-VL-72B-Instruct阿里巴巴1,303+/-439,406阿里巴巴Qwen
286MistralMistral Small 3.1 24B Instruct (2503)Mistral1,303+/-532,727MistralApache 2.0
287NvidiaLlama 3.1 Nemotron 70B InstructNvidia1,299+/-87,140NvidiaLlama 3.1
288TencentHunyuan Large VisionTencent1,294+/-95,279TencentProprietary
289MetaLlama 3.1 70B InstructMeta1,293+/-455,240MetaLlama 3.1 Community
290Granite 4.2 8BIBM1,290+/-113,254IBMApache 2.0
291AmazonAmazon Nova Pro 1.0Amazon1,290+/-524,745AmazonProprietary
292Granite 4.2 3BIBM1,290+/-123,251IBMApache 2.0
293GoogleGemma 2 27B ITGoogle1,290+/-375,754GoogleGemma license
294Jamba 1.5 Large Jamba Open1,289+/-78,662——
295Reka Core (20240904) Proprietary1,288+/-77,312——
296OpenAIGPT-4 (0314)OpenAI1,288+/-554,173OpenAIProprietary
297Granite-4.0-H-SmallIBM1,287+/-85,630IBMApache 2.0
298NvidiaLlama 3.1 Nemotron 51B InstructNvidia1,287+/-103,749NvidiaLlama 3.1
299Olmo 3.1 32B ThinkAi21,287+/-78,301Ai2Apache 2.0
300GoogleGemini 1.5 Flash (001)Google1,287+/-562,833GoogleProprietary
301Llama 3.1 Tulu 3 70BAi21,286+/-102,846Ai2Llama 3.1
302AnthropicClaude 3 Sonnet (20240229)Anthropic1,281+/-4109,284AnthropicProprietary
303Gemma 2 9B IT SimPO MIT1,280+/-710,072——
304NvidiaNemotron-4 340B InstructNvidia1,277+/-519,659NvidiaNVIDIA Open Model
305MetaLlama 3 70B InstructMeta1,277+/-4156,876MetaLlama 3 Community
306CohereCommand R+ (08-2024)Cohere1,276+/-79,866CohereCC-BY-NC-4.0
307OpenAIGPT-4 (0613)OpenAI1,276+/-488,723OpenAIProprietary
308MistralMistral Small 24B Instruct (2501)Mistral1,274+/-614,681MistralApache 2.0
309Z.aiGLM-4 (0520)Z.ai1,273+/-79,788Z.aiProprietary
310Reka Flash (20240904) Proprietary1,272+/-77,536——
311阿里巴巴Qwen2.5-Coder-32B-Instruct阿里巴巴1,271+/-85,432阿里巴巴Apache 2.0
312CohereAya Expanse 32BCohere1,267+/-527,124CohereCC-BY-NC-4.0
313GoogleGemma 2 9B ITGoogle1,267+/-454,611GoogleGemma license
314DeepSeekDeepSeek-Coder-V2DeepSeek1,265+/-615,147DeepSeekDeepSeek License
315阿里巴巴Qwen2-72B-Instruct阿里巴巴1,262+/-537,325阿里巴巴Qianwen LICENSE
316CohereCommand R+Cohere1,262+/-477,554CohereCC-BY-NC-4.0
317AnthropicClaude 3 Haiku (20240307)Anthropic1,262+/-4117,701AnthropicProprietary
318AmazonAmazon Nova Lite 1.0Amazon1,260+/-519,372AmazonProprietary
319GoogleGemini 1.5 Flash-8B (001)Google1,259+/-435,558GoogleProprietary
320微软Phi-4-reasoning微软1,256+/-524,126微软MIT
321OLMo 2 32B Instruct (0325)Ai21,252+/-113,334Ai2Apache-2.0
322CohereCommand R (08-2024)Cohere1,251+/-710,140CohereCC-BY-NC-4.0
323MistralMistral Large (2402)Mistral1,243+/-562,436MistralProprietary
324AmazonAmazon Nova Micro 1.0Amazon1,241+/-519,364AmazonProprietary
325Jamba 1.5 Mini Jamba Open1,240+/-78,858——
326MistralMinistral 8B (2410)Mistral1,238+/-94,781MistralMRL
327GoogleGemini Pro (Dev API)Google1,237+/-718,354GoogleProprietary
328阿里巴巴Qwen1.5-110B-Chat阿里巴巴1,234+/-626,195阿里巴巴Qianwen LICENSE
329Reka Flash 21B (Online, 20240226) Proprietary1,234+/-715,450——
330阿里巴巴Qwen1.5-72B-Chat阿里巴巴1,234+/-539,302阿里巴巴Qianwen LICENSE
331TencentHunyuan Standard 256KTencent1,233+/-122,728TencentProprietary
332MistralMixtral 8x22B Instruct v0.1Mistral1,230+/-551,416MistralApache 2.0
333CohereCommand RCohere1,227+/-554,036CohereCC-BY-NC-4.0
334Reka Flash 21B (20240226) Proprietary1,227+/-624,806——
335OpenAIGPT-3.5 Turbo (0125)OpenAI1,226+/-566,207OpenAIProprietary
336GoogleGemini ProGoogle1,224+/-126,390GoogleProprietary
337MetaLlama 3 8B InstructMeta1,224+/-4104,642MetaLlama 3 Community
338CohereAya Expanse 8BCohere1,223+/-79,818CohereCC-BY-NC-4.0
339MistralMistral MediumMistral1,223+/-534,550MistralProprietary
340Llama 3.1 Tulu 3 8BAi21,221+/-112,896Ai2Llama 3.1
341Zephyr ORPO 141B A35B v0.1 Apache 2.01,213+/-114,652——
342Yi 1.5 34B Chat Apache-2.01,213+/-524,146——
343MetaLlama 3.1 8B InstructMeta1,211+/-449,605MetaLlama 3.1 Community
344Granite 3.1 8B InstructIBM1,209+/-113,090IBMApache 2.0
345OpenAIGPT-3.5 Turbo (1106)OpenAI1,204+/-916,619OpenAIProprietary
346AlibabaQwen1.5-32B-ChatAlibaba1,204+/-621,741AlibabaQianwen LICENSE
347GoogleGemma 2 2B ITGoogle1,200+/-446,616GoogleGemma license
348MicrosoftPhi-3 Medium 4K InstructMicrosoft1,198+/-525,055MicrosoftMIT
349MistralMixtral 8x7B Instruct v0.1Mistral1,197+/-473,503MistralApache 2.0
350DBRX Instruct Preview DBRX LICENSE1,196+/-632,191——
351阿里巴巴Qwen1.5-14B-Chat阿里巴巴1,191+/-717,839阿里巴巴Qianwen LICENSE
352InternLM2.5 20B Chat Other1,191+/-79,901——
353DeepSeekDeepSeek LLM 67B ChatDeepSeek1,185+/-114,932DeepSeekDeepSeek License
354MicrosoftWizardLM 70BMicrosoft1,185+/-98,214MicrosoftLlama 2 Community
355Yi 34B Chat Yi License1,184+/-715,483——
356Granite 3.0 8B InstructIBM1,183+/-96,638IBMApache 2.0
357OpenChat 3.5 Apache-2.01,183+/-107,968——
358OpenChat 3.5 (0106) Apache-2.01,183+/-812,637——
359GoogleGemma 1.1 7B ITGoogle1,183+/-623,893GoogleGemma license
360Snowflake Arctic Instruct Apache 2.01,180+/-632,832——
361Granite 3.1 2B InstructIBM1,179+/-113,188IBMApache 2.0
362Tulu 2 DPO 70B AI2 ImpACT Low-risk1,178+/-106,535——
363OpenHermes 2.5 Mistral 7B Apache-2.01,176+/-105,006——
364Vicuna 33B Non-commercial1,173+/-622,479——
365MicrosoftPhi-3 Small 8K InstructMicrosoft1,171+/-617,766MicrosoftMIT
366Starling LM 7B Beta Apache-2.01,171+/-716,056——
367MetaLlama 2 70B ChatMeta1,171+/-538,492MetaLlama 2 Community
368Starling LM 7B Alpha CC-BY-NC-4.01,168+/-810,224——
369MetaLlama 3.2 3B InstructMeta1,167+/-87,936MetaLlama 3.2
370Nous Hermes 2 Mixtral 8x7B DPO Apache-2.01,165+/-123,777——
371Granite 3.0 2B InstructIBM1,157+/-86,837IBMApache 2.0
372NvidiaLlama 2 70B SteerLM ChatNvidia1,155+/-133,585NvidiaLlama 2 Community
373阿里巴巴QwQ-32B-Preview阿里巴巴1,154+/-113,231阿里巴巴Apache 2.0
374SOLAR 10.7B Instruct v1.0Upstage1,153+/-134,155UpstageCC-BY-NC-4.0
375Dolphin 2.2.1 Mistral 7B Apache-2.01,152+/-151,679——
376MPT 30B Chat CC-BY-NC-SA-4.01,151+/-122,572——
377MicrosoftWizardLM 13BMicrosoft1,150+/-97,044MicrosoftLlama 2 Community
378MistralMistral 7B Instruct v0.2Mistral1,150+/-719,402MistralApache-2.0
379Falcon 180B Chat Falcon-180B TII License1,148+/-171,295——
380阿里巴巴Qwen1.5-7B-Chat阿里巴巴1,144+/-104,737阿里巴巴Qianwen LICENSE
381MicrosoftPhi-3 Mini 4K Instruct (June 2024)Microsoft1,143+/-612,297MicrosoftMIT
382Vicuna 13B Llama 2 Community1,142+/-719,367——
383MetaLlama 2 13B ChatMeta1,142+/-719,174MetaLlama 2 Community
384阿里巴巴Qwen-14B-Chat阿里巴巴1,139+/-114,964阿里巴巴Qianwen LICENSE
385GooglePaLM 2Google1,139+/-98,554GoogleProprietary
386GoogleGemma 7B ITGoogle1,138+/-98,925GoogleGemma license
387MetaCode Llama 34B InstructMeta1,137+/-97,366MetaLlama 2 Community
388Zephyr 7B Beta MIT1,131+/-911,118——
389MicrosoftPhi-3 Mini 128K InstructMicrosoft1,130+/-720,685MicrosoftMIT
390MicrosoftPhi-3 Mini 4K InstructMicrosoft1,128+/-620,118MicrosoftMIT
391Guanaco 33B Non-commercial1,128+/-122,921——
392Zephyr 7B Alpha MIT1,127+/-161,785——
393StripedHyena Nous 7B Apache 2.01,122+/-115,182——
394MetaCode Llama 70B InstructMeta1,119+/-181,143MetaLlama 2 Community
395GoogleGemma 1.1 2B ITGoogle1,117+/-810,854GoogleGemma license
396Vicuna 7B Llama 2 Community1,115+/-96,923——
397SmolLM2 1.7B Instruct Apache 2.01,115+/-142,199——
398MetaLlama 3.2 1B InstructMeta1,111+/-88,045MetaLlama 3.2
399MistralMistral 7B InstructMistral1,110+/-98,977MistralApache 2.0
400MetaLlama 2 7B ChatMeta1,108+/-714,148MetaLlama 2 Community
401GoogleGemma 2B ITGoogle1,094+/-114,780GoogleGemma license
402阿里巴巴Qwen1.5-4B-Chat阿里巴巴1,091+/-97,597阿里巴巴Qianwen LICENSE
403OLMo 7B InstructAi21,074+/-116,328Ai2Apache-2.0
404Koala 13B Non-commercial1,071+/-106,965——
405Alpaca 13B Non-commercial1,070+/-115,745——
406GPT4All 13B Snoozy Non-commercial1,068+/-151,743——
407MPT 7B Chat CC-BY-NC-SA-4.01,064+/-123,924——
408ChatGLM3 6B Apache-2.01,057+/-124,658——
409RWKV-4 Raven 14B Apache 2.01,042+/-114,845——
410ChatGLM2 6B Apache-2.01,025+/-142,658——
411OpenAssistant Pythia 12B Apache 2.01,024+/-116,310——
412ChatGLM 6B Non-commercial996+/-124,914——
413FastChat-T5 3B Apache 2.0993+/-124,203——
414Dolly 2.0 12B MIT983+/-133,412——
415MetaLLaMA 13BMeta975+/-162,391MetaNon-commercial
416StableLM 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。